From 6f3c3e2e827a94f2025bf8b1d3959dbc9f49d1b5 Mon Sep 17 00:00:00 2001
From: RHammond2 <RHammond2@users.noreply.github.com>
Date: Mon, 28 Aug 2023 18:28:18 +0000
Subject: [PATCH] Merge pull request #107 from WISDEM/develop

v0.8.1
---
 .buildinfo                                    |     4 +
 .nojekyll                                     |     0
 API/index.html                                |   500 +
 API/simulation.html                           |  2229 ++++
 API/simulation_api.html                       |  1388 ++
 API/types.html                                |  1346 ++
 .../operations_and_maintenance_model_FY20.pdf |   Bin 0 -> 13042806 bytes
 .../code_comparison.pdf                       |   Bin 0 -> 290805 bytes
 ...AT_IEA_task_26_presentation_6_May_2021.pdf |   Bin 0 -> 10673636 bytes
 _images/class_diagram.svg                     |     1 +
 _images/data_classes.svg                      |     1 +
 _images/high_level_diagram.svg                |     1 +
 _images/package_hierarchy.svg                 |     1 +
 _images/simulation_api.svg                    |     1 +
 _images/simulation_diagram.png                |   Bin 0 -> 228536 bytes
 _images/simulation_tools.svg                  |     1 +
 _sources/API/index.md.txt                     |    29 +
 _sources/API/simulation.md.txt                |    88 +
 _sources/API/simulation_api.md.txt            |    42 +
 _sources/API/types.md.txt                     |   126 +
 _sources/changelog.md.txt                     |     4 +
 _sources/examples/examples_reference.md.txt   |    55 +
 _sources/examples/how_to.md.txt               |   691 +
 _sources/examples/index.md.txt                |   146 +
 .../examples/metrics_demonstration.md.txt     |   611 +
 .../examples/strategy_demonstration.md.txt    |   182 +
 _sources/index.rst.txt                        |   170 +
 _sources/install.md.txt                       |   103 +
 _sources/presentations.md.txt                 |    47 +
 _sources/team.md.txt                          |    22 +
 _static/basic.css                             |   906 ++
 _static/doctools.js                           |   358 +
 _static/documentation_options.js              |    14 +
 _static/file.png                              |   Bin 0 -> 286 bytes
 _static/images/logo_binder.svg                |    19 +
 _static/images/logo_colab.png                 |   Bin 0 -> 7601 bytes
 _static/images/logo_deepnote.svg              |     1 +
 _static/images/logo_jupyterhub.svg            |     1 +
 _static/jquery-3.5.1.js                       | 10872 ++++++++++++++++
 _static/jquery.js                             |     2 +
 _static/language_data.js                      |   297 +
 _static/locales/ar/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/bg/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/bn/LC_MESSAGES/booktheme.po   |    66 +
 _static/locales/ca/LC_MESSAGES/booktheme.po   |    69 +
 _static/locales/cs/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/da/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/de/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/el/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/eo/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/es/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/et/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/fi/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/fr/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/hr/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/id/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/it/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/iw/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/ja/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/ko/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/lt/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/lv/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/ml/LC_MESSAGES/booktheme.po   |    69 +
 _static/locales/mr/LC_MESSAGES/booktheme.po   |    69 +
 _static/locales/ms/LC_MESSAGES/booktheme.po   |    69 +
 _static/locales/nl/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/no/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/pl/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/pt/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/ro/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/ru/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/sk/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/sl/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/sr/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/sv/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/ta/LC_MESSAGES/booktheme.po   |    69 +
 _static/locales/te/LC_MESSAGES/booktheme.po   |    69 +
 _static/locales/tg/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/th/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/tl/LC_MESSAGES/booktheme.po   |    69 +
 _static/locales/tr/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/uk/LC_MESSAGES/booktheme.po   |    81 +
 _static/locales/ur/LC_MESSAGES/booktheme.po   |    69 +
 _static/locales/vi/LC_MESSAGES/booktheme.po   |    81 +
 .../locales/zh_CN/LC_MESSAGES/booktheme.po    |    78 +
 .../locales/zh_TW/LC_MESSAGES/booktheme.po    |    81 +
 _static/minus.png                             |   Bin 0 -> 90 bytes
 ...69c37c29e427902b24a333a5f9fcb2f0b3ac41.css |  2342 ++++
 _static/plus.png                              |   Bin 0 -> 90 bytes
 _static/pygments.css                          |    84 +
 _static/sbt-webpack-macros.html               |    11 +
 _static/scripts/pydata-sphinx-theme.js        |    32 +
 _static/scripts/sphinx-book-theme.js          |     2 +
 _static/scripts/sphinx-book-theme.js.map      |     1 +
 _static/searchtools.js                        |   525 +
 _static/styles/pydata-sphinx-theme.css        |     6 +
 _static/styles/sphinx-book-theme.css          |     8 +
 _static/styles/theme.css                      |   134 +
 _static/underscore-1.13.1.js                  |  2042 +++
 _static/underscore.js                         |     6 +
 _static/vendor/fontawesome/5.13.0/LICENSE.txt |    34 +
 .../vendor/fontawesome/5.13.0/css/all.min.css |     5 +
 .../5.13.0/webfonts/fa-brands-400.eot         |   Bin 0 -> 133034 bytes
 .../5.13.0/webfonts/fa-brands-400.svg         |  3570 +++++
 .../5.13.0/webfonts/fa-brands-400.ttf         |   Bin 0 -> 132728 bytes
 .../5.13.0/webfonts/fa-brands-400.woff        |   Bin 0 -> 89824 bytes
 .../5.13.0/webfonts/fa-brands-400.woff2       |   Bin 0 -> 76612 bytes
 .../5.13.0/webfonts/fa-regular-400.eot        |   Bin 0 -> 34390 bytes
 .../5.13.0/webfonts/fa-regular-400.svg        |   803 ++
 .../5.13.0/webfonts/fa-regular-400.ttf        |   Bin 0 -> 34092 bytes
 .../5.13.0/webfonts/fa-regular-400.woff       |   Bin 0 -> 16800 bytes
 .../5.13.0/webfonts/fa-regular-400.woff2      |   Bin 0 -> 13584 bytes
 .../5.13.0/webfonts/fa-solid-900.eot          |   Bin 0 -> 202902 bytes
 .../5.13.0/webfonts/fa-solid-900.svg          |  4938 +++++++
 .../5.13.0/webfonts/fa-solid-900.ttf          |   Bin 0 -> 202616 bytes
 .../5.13.0/webfonts/fa-solid-900.woff         |   Bin 0 -> 103300 bytes
 .../5.13.0/webfonts/fa-solid-900.woff2        |   Bin 0 -> 79444 bytes
 _static/webpack-macros.html                   |    29 +
 changelog.html                                |   994 ++
 examples/examples_reference.html              |   654 +
 examples/how_to.html                          |  1598 +++
 examples/index.html                           |   686 +
 examples/metrics_demonstration.html           |  3404 +++++
 examples/strategy_demonstration.html          |   867 ++
 genindex.html                                 |  1015 ++
 index.html                                    |   687 +
 install.html                                  |   624 +
 objects.inv                                   |   Bin 0 -> 6406 bytes
 presentations.html                            |   532 +
 py-modindex.html                              |   400 +
 search.html                                   |   384 +
 searchindex.js                                |     1 +
 team.html                                     |   501 +
 133 files changed, 50709 insertions(+)
 create mode 100644 .buildinfo
 create mode 100644 .nojekyll
 create mode 100644 API/index.html
 create mode 100644 API/simulation.html
 create mode 100644 API/simulation_api.html
 create mode 100644 API/types.html
 create mode 100644 _downloads/4cf89f146ec897dc843df0212e9fd862/operations_and_maintenance_model_FY20.pdf
 create mode 100644 _downloads/82dc1ac1d7973496c3a853395d9ba8ba/code_comparison.pdf
 create mode 100644 _downloads/b58402184736ea5efcd8b535eb737d2c/WOMBAT_IEA_task_26_presentation_6_May_2021.pdf
 create mode 100644 _images/class_diagram.svg
 create mode 100644 _images/data_classes.svg
 create mode 100644 _images/high_level_diagram.svg
 create mode 100644 _images/package_hierarchy.svg
 create mode 100644 _images/simulation_api.svg
 create mode 100644 _images/simulation_diagram.png
 create mode 100644 _images/simulation_tools.svg
 create mode 100644 _sources/API/index.md.txt
 create mode 100644 _sources/API/simulation.md.txt
 create mode 100644 _sources/API/simulation_api.md.txt
 create mode 100644 _sources/API/types.md.txt
 create mode 100644 _sources/changelog.md.txt
 create mode 100644 _sources/examples/examples_reference.md.txt
 create mode 100644 _sources/examples/how_to.md.txt
 create mode 100644 _sources/examples/index.md.txt
 create mode 100644 _sources/examples/metrics_demonstration.md.txt
 create mode 100644 _sources/examples/strategy_demonstration.md.txt
 create mode 100644 _sources/index.rst.txt
 create mode 100644 _sources/install.md.txt
 create mode 100644 _sources/presentations.md.txt
 create mode 100644 _sources/team.md.txt
 create mode 100644 _static/basic.css
 create mode 100644 _static/doctools.js
 create mode 100644 _static/documentation_options.js
 create mode 100644 _static/file.png
 create mode 100644 _static/images/logo_binder.svg
 create mode 100644 _static/images/logo_colab.png
 create mode 100644 _static/images/logo_deepnote.svg
 create mode 100644 _static/images/logo_jupyterhub.svg
 create mode 100644 _static/jquery-3.5.1.js
 create mode 100644 _static/jquery.js
 create mode 100644 _static/language_data.js
 create mode 100644 _static/locales/ar/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/bg/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/bn/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/ca/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/cs/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/da/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/de/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/el/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/eo/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/es/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/et/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/fi/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/fr/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/hr/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/id/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/it/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/iw/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/ja/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/ko/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/lt/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/lv/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/ml/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/mr/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/ms/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/nl/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/no/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/pl/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/pt/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/ro/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/ru/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/sk/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/sl/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/sr/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/sv/LC_MESSAGES/booktheme.po
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 create mode 100644 _static/locales/th/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/tl/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/tr/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/uk/LC_MESSAGES/booktheme.po
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 create mode 100644 _static/locales/vi/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/zh_CN/LC_MESSAGES/booktheme.po
 create mode 100644 _static/locales/zh_TW/LC_MESSAGES/booktheme.po
 create mode 100644 _static/minus.png
 create mode 100644 _static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css
 create mode 100644 _static/plus.png
 create mode 100644 _static/pygments.css
 create mode 100644 _static/sbt-webpack-macros.html
 create mode 100644 _static/scripts/pydata-sphinx-theme.js
 create mode 100644 _static/scripts/sphinx-book-theme.js
 create mode 100644 _static/scripts/sphinx-book-theme.js.map
 create mode 100644 _static/searchtools.js
 create mode 100644 _static/styles/pydata-sphinx-theme.css
 create mode 100644 _static/styles/sphinx-book-theme.css
 create mode 100644 _static/styles/theme.css
 create mode 100644 _static/underscore-1.13.1.js
 create mode 100644 _static/underscore.js
 create mode 100644 _static/vendor/fontawesome/5.13.0/LICENSE.txt
 create mode 100644 _static/vendor/fontawesome/5.13.0/css/all.min.css
 create mode 100644 _static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.eot
 create mode 100644 _static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.svg
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 create mode 100644 _static/vendor/fontawesome/5.13.0/webfonts/fa-regular-400.ttf
 create mode 100644 _static/vendor/fontawesome/5.13.0/webfonts/fa-regular-400.woff
 create mode 100644 _static/vendor/fontawesome/5.13.0/webfonts/fa-regular-400.woff2
 create mode 100644 _static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.eot
 create mode 100644 _static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.svg
 create mode 100644 _static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.ttf
 create mode 100644 _static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.woff
 create mode 100644 _static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.woff2
 create mode 100644 _static/webpack-macros.html
 create mode 100644 changelog.html
 create mode 100644 examples/examples_reference.html
 create mode 100644 examples/how_to.html
 create mode 100644 examples/index.html
 create mode 100644 examples/metrics_demonstration.html
 create mode 100644 examples/strategy_demonstration.html
 create mode 100644 genindex.html
 create mode 100644 index.html
 create mode 100644 install.html
 create mode 100644 objects.inv
 create mode 100644 presentations.html
 create mode 100644 py-modindex.html
 create mode 100644 search.html
 create mode 100644 searchindex.js
 create mode 100644 team.html

diff --git a/.buildinfo b/.buildinfo
new file mode 100644
index 00000000..dbed0142
--- /dev/null
+++ b/.buildinfo
@@ -0,0 +1,4 @@
+# Sphinx build info version 1
+# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
+config: cd0e85dd2a1ba768c0f4a18c9a099796
+tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/.nojekyll b/.nojekyll
new file mode 100644
index 00000000..e69de29b
diff --git a/API/index.html b/API/index.html
new file mode 100644
index 00000000..90939623
--- /dev/null
+++ b/API/index.html
@@ -0,0 +1,500 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+
+    <title>WOMBAT API &#8212; WOMBAT v0.8.1</title>
+    
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../_static/styles/theme.css?digest=1999514e3f237ded88cf" rel="stylesheet">
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=1999514e3f237ded88cf" rel="stylesheet">
+
+    
+  <link rel="stylesheet"
+    href="../_static/vendor/fontawesome/5.13.0/css/all.min.css">
+  <link rel="preload" as="font" type="font/woff2" crossorigin
+    href="../_static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.woff2">
+  <link rel="preload" as="font" type="font/woff2" crossorigin
+    href="../_static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.woff2">
+
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css" />
+    <link rel="stylesheet" href="../_static/styles/sphinx-book-theme.css?digest=5115cc725059bd94278eecd172e13a965bf8f5a9" type="text/css" />
+    <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=1999514e3f237ded88cf">
+
+    <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script>
+    <script src="../_static/jquery.js"></script>
+    <script src="../_static/underscore.js"></script>
+    <script src="../_static/doctools.js"></script>
+    <script src="../_static/scripts/sphinx-book-theme.js?digest=9c920249402e914e316237a7dbc6769907cce411"></script>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Simulation API" href="simulation_api.html" />
+    <link rel="prev" title="Examples Reference" href="../examples/examples_reference.html" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="docsearch:language" content="None">
+    
+
+    <!-- Google Analytics -->
+    
+  </head>
+  <body data-spy="scroll" data-target="#bd-toc-nav" data-offset="60">
+<!-- Checkboxes to toggle the left sidebar -->
+<input type="checkbox" class="sidebar-toggle" name="__navigation" id="__navigation" aria-label="Toggle navigation sidebar">
+<label class="overlay overlay-navbar" for="__navigation">
+    <div class="visually-hidden">Toggle navigation sidebar</div>
+</label>
+<!-- Checkboxes to toggle the in-page toc -->
+<input type="checkbox" class="sidebar-toggle" name="__page-toc" id="__page-toc" aria-label="Toggle in-page Table of Contents">
+<label class="overlay overlay-pagetoc" for="__page-toc">
+    <div class="visually-hidden">Toggle in-page Table of Contents</div>
+</label>
+<!-- Headers at the top -->
+<div class="announcement header-item noprint"></div>
+<div class="header header-item noprint"></div>
+
+    
+    <div class="container-fluid" id="banner"></div>
+
+    
+
+    <div class="container-xl">
+      <div class="row">
+          
+<!-- Sidebar -->
+<div class="bd-sidebar noprint" id="site-navigation">
+    <div class="bd-sidebar__content">
+        <div class="bd-sidebar__top"><div class="navbar-brand-box">
+    <a class="navbar-brand text-wrap" href="../index.html">
+      
+      
+      
+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
+      
+    </a>
+</div><form class="bd-search d-flex align-items-center" action="../search.html" method="get">
+  <i class="icon fas fa-search"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" >
+</form><nav class="bd-links" id="bd-docs-nav" aria-label="Main">
+    <div class="bd-toc-item active">
+        
+        <ul class="nav bd-sidenav bd-sidenav__home-link">
+            <li class="toctree-l1">
+                <a class="reference internal" href="../index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="../install.html">
+   Installation
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="../presentations.html">
+   Presentations and Publications
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="../team.html">
+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
+</p>
+<ul class="current nav bd-sidenav">
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="../examples/index.html">
+   Reference
+  </a>
+  <input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/>
+  <label for="toctree-checkbox-1">
+   <i class="fas fa-chevron-down">
+   </i>
+  </label>
+  <ul>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../examples/how_to.html">
+     How To Use WOMBAT
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../examples/strategy_demonstration.html">
+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../examples/metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../examples/examples_reference.html">
+     Examples Reference
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1 current active has-children">
+  <a class="current reference internal" href="#">
+   WOMBAT API
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+     Simulation Tools and Methodology
+    </a>
+   </li>
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+    </a>
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+<div class="col-md-3 bd-toc show noprint">
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+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#package-hierarchy">
+   Package Hierarchy
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#class-hierarchy">
+   Class Hierarchy
+  </a>
+ </li>
+</ul>
+
+    </nav>
+</div>
+    </div>
+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
+            <div id="jb-print-docs-body" class="onlyprint">
+                <h1>WOMBAT API</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#package-hierarchy">
+   Package Hierarchy
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#class-hierarchy">
+   Class Hierarchy
+  </a>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="wombat-api">
+<h1>WOMBAT API<a class="headerlink" href="#wombat-api" title="Permalink to this headline">#</a></h1>
+<p>The WOMBAT framework relies on a set of base data classes powered by the attrs
+library and a series of simulation classes and methods to perform all the operations.</p>
+<p>To make a it easier for users, there is also a simulation interface provided.</p>
+<section id="package-hierarchy">
+<h2>Package Hierarchy<a class="headerlink" href="#package-hierarchy" title="Permalink to this headline">#</a></h2>
+<img alt="" class="align-center" src="../_images/package_hierarchy.svg" /></section>
+<section id="class-hierarchy">
+<h2>Class Hierarchy<a class="headerlink" href="#class-hierarchy" title="Permalink to this headline">#</a></h2>
+<a class="reference internal image-reference" href="../_images/class_diagram.svg"><img alt="" class="align-center" src="../_images/class_diagram.svg" width="2400px" /></a>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="simulation_api.html">Simulation API</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="simulation_api.html#configuration">Configuration</a></li>
+<li class="toctree-l2"><a class="reference internal" href="simulation_api.html#simulation-interface">Simulation Interface</a></li>
+<li class="toctree-l2"><a class="reference internal" href="simulation_api.html#metrics-computation">Metrics Computation</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="simulation.html">Simulation Tools and Methodology</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="simulation.html#simulation-classes">Simulation Classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="simulation.html#windfarm-classes">Windfarm Classes</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="types.html">Data Classes</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="types.html#what-is-this-fromdictmixin-i-keep-seeing-in-the-code-diagrams">What is this FromDictMixin I keep seeing in the code diagrams?</a></li>
+<li class="toctree-l2"><a class="reference internal" href="types.html#maintenance-tasks">Maintenance Tasks</a></li>
+<li class="toctree-l2"><a class="reference internal" href="types.html#failures">Failures</a></li>
+<li class="toctree-l2"><a class="reference internal" href="types.html#service-equipment">Service Equipment</a></li>
+<li class="toctree-l2"><a class="reference internal" href="types.html#servicecrew">ServiceCrew</a></li>
+<li class="toctree-l2"><a class="reference internal" href="types.html#scheduled-service-equipment">Scheduled Service Equipment</a></li>
+<li class="toctree-l2"><a class="reference internal" href="types.html#unscheduled-service-equipment">Unscheduled Service Equipment</a></li>
+<li class="toctree-l2"><a class="reference internal" href="types.html#subassembly-model">Subassembly Model</a></li>
+<li class="toctree-l2"><a class="reference internal" href="types.html#fixed-cost-model">Fixed Cost Model</a></li>
+<li class="toctree-l2"><a class="reference internal" href="types.html#repair-requests">Repair Requests</a></li>
+</ul>
+</li>
+</ul>
+</div>
+</section>
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+
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+    </div>
+    <div class="footer-content row">
+        <footer class="col footer"><p>
+  
+    By Rob Hammond, Aubryn Cooperman, Aaron Barker, Alicia Key, Matt Shields, Annika Eberle<br/>
+  
+      &copy; Copyright 2023 Alliance for Sustainable Energy, LLC.<br/>
+</p>
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+</html>
\ No newline at end of file
diff --git a/API/simulation.html b/API/simulation.html
new file mode 100644
index 00000000..2e89ad1f
--- /dev/null
+++ b/API/simulation.html
@@ -0,0 +1,2229 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
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+    <a class="navbar-brand text-wrap" href="../index.html">
+      
+      
+      
+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
+      
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+</div><form class="bd-search d-flex align-items-center" action="../search.html" method="get">
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+            <li class="toctree-l1">
+                <a class="reference internal" href="../index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="../install.html">
+   Installation
+  </a>
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+ <li class="toctree-l1">
+  <a class="reference internal" href="../presentations.html">
+   Presentations and Publications
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="../team.html">
+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
+</p>
+<ul class="current nav bd-sidenav">
+ <li class="toctree-l1 has-children">
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+  <ul>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../examples/how_to.html">
+     How To Use WOMBAT
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../examples/strategy_demonstration.html">
+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../examples/metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../examples/examples_reference.html">
+     Examples Reference
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1 current active has-children">
+  <a class="reference internal" href="index.html">
+   WOMBAT API
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+     Simulation API
+    </a>
+   </li>
+   <li class="toctree-l2 current active">
+    <a class="current reference internal" href="#">
+     Simulation Tools and Methodology
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="types.html">
+     Data Classes
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="../changelog.html">
+   Change Log
+  </a>
+ </li>
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+            Theme by the <a href="https://ebp.jupyterbook.org">Executable Book Project</a>
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+<!-- Table of contents -->
+<div class="col-md-3 bd-toc show noprint">
+    <div class="tocsection onthispage pt-5 pb-3">
+        <i class="fas fa-list"></i> Contents
+    </div>
+    <nav id="bd-toc-nav" aria-label="Page">
+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#simulation-classes">
+   Simulation Classes
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#environment">
+     Environment
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#repair-management">
+     Repair Management
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.core.service_equipment">
+     Servicing Equipment
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.core.port">
+     Port
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#windfarm-classes">
+   Windfarm Classes
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.windfarm.windfarm">
+     Windfarm
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.windfarm.system.system">
+     System: Wind Turbine or Substation
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.windfarm.system.subassembly">
+     Subassembly
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.windfarm.system.cable">
+     Cable
+    </a>
+   </li>
+  </ul>
+ </li>
+</ul>
+
+    </nav>
+</div>
+    </div>
+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
+            <div id="jb-print-docs-body" class="onlyprint">
+                <h1>Simulation Tools and Methodology</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#simulation-classes">
+   Simulation Classes
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#environment">
+     Environment
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#repair-management">
+     Repair Management
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.core.service_equipment">
+     Servicing Equipment
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.core.port">
+     Port
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#windfarm-classes">
+   Windfarm Classes
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.windfarm.windfarm">
+     Windfarm
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.windfarm.system.system">
+     System: Wind Turbine or Substation
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.windfarm.system.subassembly">
+     Subassembly
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#module-wombat.windfarm.system.cable">
+     Cable
+    </a>
+   </li>
+  </ul>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="simulation-tools-and-methodology">
+<h1>Simulation Tools and Methodology<a class="headerlink" href="#simulation-tools-and-methodology" title="Permalink to this headline">#</a></h1>
+<section id="simulation-classes">
+<h2>Simulation Classes<a class="headerlink" href="#simulation-classes" title="Permalink to this headline">#</a></h2>
+<p>There are a variety of components that enable a simulation to be run, from the
+environment, to the windfarm and its composition, and the servicing equipment. The
+below will show how each of the APIs are powered to enable the full flexibility of modeling.</p>
+<a class="reference internal image-reference" href="../_images/simulation_tools.svg"><img alt="" class="align-center" src="../_images/simulation_tools.svg" width="2400px" /></a>
+<section id="environment">
+<h3>Environment<a class="headerlink" href="#environment" title="Permalink to this headline">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.environment.</span></span><span class="sig-name descname"><span class="pre">WombatEnvironment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data_dir</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">pathlib.Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">weather_file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">simulation_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_year</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_year</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port_distance</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_seed</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_generator</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">numpy.random._generator.Generator</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment" title="Permalink to this definition">#</a></dt>
+<dd><p>The primary mechanism for powering an O&amp;M simulation. This object has insight
+into all other simulation objects, and controls the timing, date/time stamps, and
+weather conditions.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>data_dir</strong> (<em>pathlib.Path | str</em>) – Directory where the inputs are stored and where to save outputs.</p></li>
+<li><p><strong>weather_file</strong> (<em>str</em>) – Name of the weather file. Should be contained within <code class="docutils literal notranslate"><span class="pre">data_dir</span></code>/weather/, with
+columns “datetime”, “windspeed”, and, optionally, “waveheight”. The datetime
+column should adhere to the following format: “MM/DD/YY HH:MM”, in 24-hour time.</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) – Starting time for the repair crew, in 24 hour local time. This can be overridden
+by an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object that operates outside of the “typical”
+working hours.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) – Ending time for the repair crew, in 24 hour local time. This can be overridden
+by an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object that operates outside of the “typical”
+working hours.</p></li>
+<li><p><strong>simulation_name</strong> (<em>str | None, optional</em>) – Name of the simulation; will be used for naming the log file, by default None.
+If <code class="docutils literal notranslate"><span class="pre">None</span></code>, then the current time will be used. Will always save to
+<code class="docutils literal notranslate"><span class="pre">data_dir</span></code>/outputs/logs/<code class="docutils literal notranslate"><span class="pre">simulation_name</span></code>.log.</p>
+</li>
+<li><p><strong>start_year</strong> (<em>int | None, optional</em>) – Custom starting year for the weather profile, by default None. If <code class="docutils literal notranslate"><span class="pre">None</span></code> or
+less than the first year of the weather profile, this will be ignored.</p></li>
+<li><p><strong>end_year</strong> (<em>int | None, optional</em>) – Custom ending year for the weather profile, by default None. If <code class="docutils literal notranslate"><span class="pre">None</span></code> or
+greater than the last year of the weather profile, this will be ignored.</p></li>
+<li><p><strong>port_distance</strong> (<em>int | float</em>) – The simulation-wide daily travel distance for servicing equipment. This
+should be used as a base setting when multiple or all servicing equipment
+will be operating out of the same base location, but can be individually
+modified.</p></li>
+<li><p><strong>non_operational_start</strong> (<em>str | datetime.datetime | None</em>) – The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level,
+an undefined or later starting date will be overridden for all servicing
+equipment and any modeled port, by default None.</p></li>
+<li><p><strong>non_operational_end</strong> (<em>str | datetime.datetime | None</em>) – The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level,
+an undefined or earlier ending date will be overridden for all servicing
+equipment and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed_start</strong> (<em>str | datetime.datetime | None</em>) – The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level,
+an undefined or later starting date will be overridden for all servicing
+equipment and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed_end</strong> (<em>str | datetime.datetime | None</em>) – The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level,
+an undefined or earlier ending date will be overridden for all servicing
+equipment and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed</strong> (<em>float</em>) – The maximum operating speed during the annualized reduced speed operations.
+When defined at the environment level, an undefined or faster value will be
+overridden for all servicing equipment and any modeled port, by default 0.0.</p></li>
+<li><p><strong>random_seed</strong> (<em>int | None</em>) – The random seed to be passed to a universal NumPy <code class="docutils literal notranslate"><span class="pre">default_rng</span></code> object to
+generate Weibull random generators, by default None.</p></li>
+<li><p><strong>random_generator</strong> (<em>np.random._generator.Generator | None</em>) – An optional numpy random generator that can be provided to seed a simulation
+with the same generator each time, in place of the random seed. If a
+<code class="xref py py-attr docutils literal notranslate"><span class="pre">random_seed</span></code> is also provided, this will override the random seed,
+by default None.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><p><strong>FileNotFoundError</strong> – Raised if <code class="docutils literal notranslate"><span class="pre">data_dir</span></code> cannot be found.</p>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.cleanup_log_files">
+<span class="sig-name descname"><span class="pre">cleanup_log_files</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.cleanup_log_files" title="Permalink to this definition">#</a></dt>
+<dd><p>Convenience method to clear the output log files in case a large
+batch of simulations is being run and there are space limitations.</p>
+<dl class="simple">
+<dt>… warning:: This shuts down the loggers, so no more logging will be able</dt><dd><p>to be performed.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.current_time">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">current_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.current_time" title="Permalink to this definition">#</a></dt>
+<dd><p>Timestamp for the current time as a datetime.datetime.strftime.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.date_ix">
+<span class="sig-name descname"><span class="pre">date_ix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">date</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.date</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">int</span></span></span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.date_ix" title="Permalink to this definition">#</a></dt>
+<dd><p>The first index of a future date. This corresponds to the number of hours
+until this dates from the very beginning of the simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>date</strong> (<em>datetime.datetime | datetime.date</em>) – A date within the environment’s simulation range.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Index of the weather profile corresponds to the first hour of <code class="docutils literal notranslate"><span class="pre">date</span></code>.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>int</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.hour_in_shift">
+<span class="sig-name descname"><span class="pre">hour_in_shift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hour</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.hour_in_shift" title="Permalink to this definition">#</a></dt>
+<dd><p>Checks whether an <code class="docutils literal notranslate"><span class="pre">hour</span></code> is within the working hours.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>hour</strong> (<em>int</em>) – Hour of the day.</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) – A valid hour in 24 hour time, by default -1. This should only be provided
+from an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object. <code class="docutils literal notranslate"><span class="pre">workday_end</span></code> must also be
+provided in order to be used.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) – A valid hour in 24 hour time, by default -1. This should only be provided
+from an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object. <code class="docutils literal notranslate"><span class="pre">workday_start</span></code> must also be
+provided in order to be used.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>True if <code class="docutils literal notranslate"><span class="pre">hour</span></code> is during working hours, False otherwise.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.hours_to_next_shift">
+<span class="sig-name descname"><span class="pre">hours_to_next_shift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span></span></span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.hours_to_next_shift" title="Permalink to this definition">#</a></dt>
+<dd><p>Time until the next work shift starts, in hours.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>workday_start</strong> (<em>int</em>) – A valid hour in 24 hour time, by default -1. This should only be provided
+from an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Hours until the next shift starts.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.is_workshift">
+<span class="sig-name descname"><span class="pre">is_workshift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.is_workshift" title="Permalink to this definition">#</a></dt>
+<dd><p>Check if the current simulation time is within the windfarm’s working hours.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>workday_start</strong> (<em>int</em>) – A valid hour in 24 hour time, by default -1. This should only be provided
+from an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object. <code class="docutils literal notranslate"><span class="pre">workday_end</span></code> must also be
+provided in order to be used.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) – A valid hour in 24 hour time, by default -1. This should only be provided
+from an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object. <code class="docutils literal notranslate"><span class="pre">workday_start</span></code> must also be
+provided in order to be used.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>True if it’s valid working hours, False otherwise.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.load_events_log_dataframe">
+<span class="sig-name descname"><span class="pre">load_events_log_dataframe</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.load_events_log_dataframe" title="Permalink to this definition">#</a></dt>
+<dd><p>Imports the logging file created in <code class="docutils literal notranslate"><span class="pre">run</span></code> and returns it as a formatted
+<code class="docutils literal notranslate"><span class="pre">pandas.DataFrame</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p>The formatted logging data from a simulation.</p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.load_operations_log_dataframe">
+<span class="sig-name descname"><span class="pre">load_operations_log_dataframe</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.load_operations_log_dataframe" title="Permalink to this definition">#</a></dt>
+<dd><p>Imports the logging file created in <code class="docutils literal notranslate"><span class="pre">run</span></code> and returns it as a formatted
+<code class="docutils literal notranslate"><span class="pre">pandas.DataFrame</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p>The formatted logging data from a simulation.</p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.log_action">
+<span class="sig-name descname"><span class="pre">log_action</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">agent</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">action</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reason</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">additional</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">part_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">part_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_ol</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">part_ol</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">duration</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">distance_km</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">request_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'na'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'na'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materials_cost</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hourly_labor_cost</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">salary_labor_cost</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">equipment_cost</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.log_action" title="Permalink to this definition">#</a></dt>
+<dd><p>Formats the logging messages into the expected format for logging.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>agent</strong> (<em>str</em>) – Agent performing the action.</p></li>
+<li><p><strong>action</strong> (<em>str</em>) – Action that was taken.</p></li>
+<li><p><strong>reason</strong> (<em>str</em>) – Reason an action was taken.</p></li>
+<li><p><strong>additional</strong> (<em>str</em>) – Any additional information that needs to be logged.</p></li>
+<li><p><strong>system_id</strong> (<em>str</em>) – Turbine ID, <code class="docutils literal notranslate"><span class="pre">System.id</span></code>, by default “”.</p></li>
+<li><p><strong>system_name</strong> (<em>str</em>) – Turbine name, <code class="docutils literal notranslate"><span class="pre">System.name</span></code>, by default “”.</p></li>
+<li><p><strong>part_id</strong> (<em>str</em>) – Subassembly, component, or cable ID, <code class="docutils literal notranslate"><span class="pre">_.id</span></code>, by default “”.</p></li>
+<li><p><strong>part_name</strong> (<em>str</em>) – Subassembly, component, or cable name, <code class="docutils literal notranslate"><span class="pre">_.name</span></code>, by default “”.</p></li>
+<li><p><strong>system_ol</strong> (<em>float | int</em>) – Turbine operating level, <code class="docutils literal notranslate"><span class="pre">System.operating_level</span></code>. Use an empty string
+for n/a, by default 0.</p></li>
+<li><p><strong>part_ol</strong> (<em>float | int</em>) – Subassembly, component, or cable operating level, <code class="docutils literal notranslate"><span class="pre">_.operating_level</span></code>. Use
+an empty string for n/a, by default 0.</p></li>
+<li><p><strong>request_id</strong> (<em>str</em>) – The <code class="docutils literal notranslate"><span class="pre">RepairManager</span></code> assigned request_id found in
+<code class="docutils literal notranslate"><span class="pre">RepairRequest.request_id</span></code>, by default “na”.</p></li>
+<li><p><strong>location</strong> (<em>str</em>) – The location of where the event ocurred: should be one of site, port,
+enroute, or system, by default “na”.</p></li>
+<li><p><strong>duration</strong> (<em>float</em>) – Length of time the action lasted, by default 0.</p></li>
+<li><p><strong>distance</strong> (<em>float</em>) – Distance traveled, in km, if applicable, by default 0.</p></li>
+<li><p><strong>materials_cost</strong> (<em>Union[int, float], optional</em>) – Total cost of materials for action, in USD, by default 0.</p></li>
+<li><p><strong>hourly_labor_cost</strong> (<em>Union[int, float], optional</em>) – Total cost of hourly labor for action, in USD, by default 0.</p></li>
+<li><p><strong>salary_labor_cost</strong> (<em>Union[int, float], optional</em>) – Total cost of salaried labor for action, in USD, by default 0.</p></li>
+<li><p><strong>equipment_cost</strong> (<em>Union[int, float], optional</em>) – Total cost of equipment for action, in USD, by default 0.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.power_production_potential_to_csv">
+<span class="sig-name descname"><span class="pre">power_production_potential_to_csv</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windfarm</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm"><span class="pre">wombat.windfarm.windfarm.Windfarm</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">pandas.core.frame.DataFrame</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">return_df</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">pandas.core.frame.DataFrame</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">pandas.core.frame.DataFrame</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.power_production_potential_to_csv" title="Permalink to this definition">#</a></dt>
+<dd><p>Creates the power production <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> and optionally returns it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>windfarm</strong> (<em>wombat.windfarm.Windfarm</em>) – The simulation’s windfarm object.</p></li>
+<li><p><strong>operations</strong> (<em>Optional[pd.DataFrame], optional</em>) – The operations log <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> if readily available, by default None. If
+<code class="docutils literal notranslate"><span class="pre">None</span></code>, then it will be created through
+<code class="docutils literal notranslate"><span class="pre">load_operations_log_dataframe()</span></code>.</p></li>
+<li><p><strong>return_df</strong> (<em>bool, optional</em>) – Indicator to return the power production for further usage, by default True.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The power potential and production timeseries data.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Tuple[pd.DataFrame, pd.DataFrame]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.run">
+<span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">until</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">simpy.events.Event</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.run" title="Permalink to this definition">#</a></dt>
+<dd><p>Extends the <code class="docutils literal notranslate"><span class="pre">simpy.Environment.run</span></code> method to change the default behavior
+if no argument is passed to <code class="docutils literal notranslate"><span class="pre">until</span></code>, which will now run a simulation until the
+end of the weather profile is reached.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>until</strong> (<em>Optional[Union[int, float, Event]], optional</em>) – When to stop the simulation, by default None. See documentation on
+<code class="docutils literal notranslate"><span class="pre">simpy.Environment.run</span></code> for more details.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.simulation_time">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">simulation_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime.datetime</span></em><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.simulation_time" title="Permalink to this definition">#</a></dt>
+<dd><p>Current time within the simulation (“datetime” column within weather).</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.weather_forecast">
+<span class="sig-name descname"><span class="pre">weather_forecast</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">polars.series.series.Series</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">polars.series.series.Series</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">polars.series.series.Series</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">polars.series.series.Series</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.weather_forecast" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the datetime, wind, wave, and hour data for the next <code class="docutils literal notranslate"><span class="pre">hours</span></code> hours,
+starting from the current hour’s weather.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>hours</strong> (<em>Union[int, float]</em>) – Number of hours to look ahead, rounds up to the nearest hour.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Each of the relevant columns (datetime, wind, wave, hour) from the weather
+profile.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>tuple[pl.Series, pl.Series, pl.Series, pl.Series]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.weather_now">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">weather_now</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">polars.dataframe.frame.DataFrame</span></em><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.weather_now" title="Permalink to this definition">#</a></dt>
+<dd><p>The current weather.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p>A length 1 slice from the weather profile at the current <code class="docutils literal notranslate"><span class="pre">int()</span></code> rounded
+hour, in simulation time.</p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>pl.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="repair-management">
+<h3>Repair Management<a class="headerlink" href="#repair-management" title="Permalink to this headline">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.repair_management.</span></span><span class="sig-name descname"><span class="pre">RepairManager</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><span class="pre">wombat.core.environment.WombatEnvironment</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">capacity</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">inf</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.repair_management.RepairManager" title="Permalink to this definition">#</a></dt>
+<dd><p>Provides a class to manage repair and maintenance tasks.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>FilterStore</strong> (<em>simpy.resources.store.FilterStore</em>) – The <code class="docutils literal notranslate"><span class="pre">simpy</span></code> class on which RepairManager is based to manage the repair and
+maintenance tasks.</p></li>
+<li><p><strong>env</strong> (<em>wombat.core.WombatEnvironment</em>) – The simulation environment.</p></li>
+<li><p><strong>capacity</strong> (<em>float</em>) – The maximum number of tasks that can be submitted to the manager, by default
+<code class="docutils literal notranslate"><span class="pre">np.inf</span></code>.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Variables</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>env</strong> (<em>wombat.core.WombatEnvironment</em>) – The simulation environment.</p></li>
+<li><p><strong>windfarm</strong> (<em>wombat.windfarm.Windfarm</em>) – The simulated windfarm. This is only used for getting the operational capacity.</p></li>
+<li><p><strong>_current_id</strong> (<em>int</em>) – The logged and auto-incrememented integer base for the ID generated for each
+submitted repair request.</p></li>
+<li><p><strong>downtime_based_equipment</strong> (<em>StrategyMap</em>) – The mapping between downtime-based servicing equipment and their capabilities.</p></li>
+<li><p><strong>request_based_equipment</strong> (<em>StrategyMap</em>) – The mapping between request-based servicing equipment and their capabilities.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.enable_requests_for_system">
+<span class="sig-name descname"><span class="pre">enable_requests_for_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><span class="pre">System</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><span class="pre">Cable</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.enable_requests_for_system" title="Permalink to this definition">#</a></dt>
+<dd><p>Reenables service equipment operations on the provided system.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>system_id</strong> (<em>System | Cable</em>) – The <code class="docutils literal notranslate"><span class="pre">System</span></code> or <code class="docutils literal notranslate"><span class="pre">Cable</span></code> that can be operated on again.=</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.get_all_requests_for_system">
+<span class="sig-name descname"><span class="pre">get_all_requests_for_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Generator</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.get_all_requests_for_system" title="Permalink to this definition">#</a></dt>
+<dd><p>Gets all repair requests for a specific <code class="docutils literal notranslate"><span class="pre">system_id</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>agent</strong> (<em>str</em>) – The name of the entity requesting all of a system’s repair requests.</p></li>
+<li><p><strong>system_id</strong> (<em>Optional[str], optional</em>) – ID of the turbine or OSS; should correspond to <code class="docutils literal notranslate"><span class="pre">System.id</span></code>.
+the first repair requested.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>All repair requests for a given system. If no matching requests are found,
+or there aren’t any items in the queue yet, then None is returned.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Optional[list[<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest">RepairRequest</a>]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.get_request_by_severity">
+<span class="sig-name descname"><span class="pre">get_request_by_severity</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">equipment_capability</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">set</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">severity_level</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">simpy.resources.store.FilterStoreGet</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.get_request_by_severity" title="Permalink to this definition">#</a></dt>
+<dd><p>Gets the next repair request by <code class="docutils literal notranslate"><span class="pre">severity_level</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>equipment_capability</strong> (<em>list[str]</em>) – The capability of the equipment requesting possible repairs to make.</p></li>
+<li><p><strong>severity_level</strong> (<em>int</em>) – Severity level of focus, default None.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Repair request meeting the required criteria.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Optional[FilterStoreGet]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.get_request_by_system">
+<span class="sig-name descname"><span class="pre">get_request_by_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">equipment_capability</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">simpy.resources.store.FilterStoreGet</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.get_request_by_system" title="Permalink to this definition">#</a></dt>
+<dd><p>Gets all repair requests for a certain turbine with given a sequence of
+<code class="docutils literal notranslate"><span class="pre">equipment_capability</span></code> as long as it isn’t registered as unable to be
+serviced.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>equipment_capability</strong> (<em>list[str]</em>) – The capability of the servicing equipment requesting repairs to process.</p></li>
+<li><p><strong>system_id</strong> (<em>Optional[str], optional</em>) – ID of the turbine or OSS; should correspond to <code class="docutils literal notranslate"><span class="pre">System.id</span></code>, by default
+None. If None, then it will simply sort the list by <code class="docutils literal notranslate"><span class="pre">System.id</span></code> and return
+the first repair requested.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The first repair request for the focal system or None, if self.items is
+empty, or there is no matching system.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Optional[FilterStoreGet]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.halt_requests_for_system">
+<span class="sig-name descname"><span class="pre">halt_requests_for_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><span class="pre">System</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><span class="pre">Cable</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.halt_requests_for_system" title="Permalink to this definition">#</a></dt>
+<dd><p>Disables the ability for servicing equipment to service a specific system,
+sets the turbine status to be in servicing, and interrupts all the processes
+to turn off operations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>system_id</strong> (<em>str</em>) – The system to disable repairs.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.purge_subassembly_requests">
+<span class="sig-name descname"><span class="pre">purge_subassembly_requests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclude</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[]</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.purge_subassembly_requests" title="Permalink to this definition">#</a></dt>
+<dd><p>Yields all the requests for a system/subassembly combination. This is
+intended to be used to remove erroneous requests after a subassembly has been
+replaced.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system_id</strong> (<em>str</em>) – Either the <code class="docutils literal notranslate"><span class="pre">System.id</span></code> or <code class="docutils literal notranslate"><span class="pre">Cable.id</span></code>.</p></li>
+<li><p><strong>subassembly_id</strong> (<em>str</em>) – Either the <code class="docutils literal notranslate"><span class="pre">Subassembly.id</span></code> or the <code class="docutils literal notranslate"><span class="pre">Cable.id</span></code> repeated for cables.</p></li>
+<li><p><strong>exclude</strong> (<em>list[str]</em>) – A list of <code class="docutils literal notranslate"><span class="pre">request_id</span></code> to exclude from the purge. This is a specific use
+case for the combined cable system/subassembly, but can be to exclude
+certain requests from the purge.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Optional[list[RepairRequest]]</em> – All requests made to the repair manager for the provided system/subassembly
+combination. Returns None if self.items is empty or the loop terminates
+without finding what it is looking for.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.register_repair">
+<span class="sig-name descname"><span class="pre">register_repair</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">repair</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span></span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.register_repair" title="Permalink to this definition">#</a></dt>
+<dd><p>Registers the repair as complete with the repair managiner.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>repair</strong> (<em>RepairRequest</em>) – The repair that has been completed.</p></li>
+<li><p><strong>port</strong> (<em>bool, optional</em>) – If True, indicates that a port handled the repair, otherwise that a managed
+servicing equipment handled the repair, by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator</em> – The <code class="docutils literal notranslate"><span class="pre">completed_requests.put()</span></code> that registers completion.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.register_request">
+<span class="sig-name descname"><span class="pre">register_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.register_request" title="Permalink to this definition">#</a></dt>
+<dd><p>The method to submit requests to the repair mananger and adds a unique
+identifier for logging.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>request</strong> (<em>RepairRequest</em>) – The request that needs to be tracked and logged.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The same request as passed into the method, but with a unique identifier
+used for logging.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest">RepairRequest</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.request_map">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">request_map</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#wombat.core.repair_management.RepairManager.request_map" title="Permalink to this definition">#</a></dt>
+<dd><p>Creates an updated mapping between the servicing equipment capabilities and
+the number of requests that fall into each capability category (nonzero values
+only).</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.submit_request">
+<span class="sig-name descname"><span class="pre">submit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.submit_request" title="Permalink to this definition">#</a></dt>
+<dd><p>The method to submit requests to the repair mananger and adds a unique
+identifier for logging.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>request</strong> (<em>RepairRequest</em>) – The request that needs to be tracked and logged.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The same request as passed into the method, but with a unique identifier
+used for logging.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest">RepairRequest</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-wombat.core.service_equipment">
+<span id="servicing-equipment"></span><h3>Servicing Equipment<a class="headerlink" href="#module-wombat.core.service_equipment" title="Permalink to this headline">#</a></h3>
+<p>The servicing equipment module provides a small number of utility functions specific
+to the operations of servicing equipment and the <cite>ServiceEquipment</cite> class that provides
+the repair and transportation logic for scheduled, unscheduled, and unscheduled towing
+servicing equipment.</p>
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.calculate_delay_from_forecast">
+<span class="sig-prename descclassname"><span class="pre">wombat.core.service_equipment.</span></span><span class="sig-name descname"><span class="pre">calculate_delay_from_forecast</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">forecast</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hours_required</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">bool</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.calculate_delay_from_forecast" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the delay from the binary weather forecast for if that hour is all
+clear for operations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>forecast</strong> (<em>np.ndarray</em>) – Truth array to indicate if that hour satisfies the weather limit requirements.</p></li>
+<li><p><strong>hours_required</strong> (<em>np.ndarray</em>) – The minimum clear weather window required, in hours.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Indicator if a window is found (<code class="docutils literal notranslate"><span class="pre">True</span></code>) or not (<code class="docutils literal notranslate"><span class="pre">False</span></code>), and the number
+of hours the event needs to be delayed in order to start.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>tuple[bool, int]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.consecutive_groups">
+<span class="sig-prename descclassname"><span class="pre">wombat.core.service_equipment.</span></span><span class="sig-name descname"><span class="pre">consecutive_groups</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">numpy.ndarray</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">step_size</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.consecutive_groups" title="Permalink to this definition">#</a></dt>
+<dd><p>Generates the subgroups of an array where the difference between two sequential
+elements is equal to the <code class="docutils literal notranslate"><span class="pre">step_size</span></code>. The intent is to find the length of delays
+in a weather forecast.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>data</strong> (<em>np.ndarray</em>) – An array of integers.</p></li>
+<li><p><strong>step_size</strong> (<em>int, optional</em>) – The step size to be considered a consecutive number, by default 1.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>A list of arrays of the consecutive elements of <code class="docutils literal notranslate"><span class="pre">data</span></code>.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>list[np.ndarray]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.reset_system_operations">
+<span class="sig-prename descclassname"><span class="pre">wombat.core.service_equipment.</span></span><span class="sig-name descname"><span class="pre">reset_system_operations</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><span class="pre">wombat.windfarm.system.system.System</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.service_equipment.reset_system_operations" title="Permalink to this definition">#</a></dt>
+<dd><p>Completely resets the failure and maintenance events for a given system
+and its subassemblies, and puts each <code class="docutils literal notranslate"><span class="pre">Subassembly.operating_level</span></code> back to 100%.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This is only intended to be used in conjunction with a tow-to-port
+repair where a turbine will be completely serviced.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>system</strong> (<em>System</em>) – The turbine to be reset.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.validate_end_points">
+<span class="sig-prename descclassname"><span class="pre">wombat.core.service_equipment.</span></span><span class="sig-name descname"><span class="pre">validate_end_points</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">no_intrasite</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.service_equipment.validate_end_points" title="Permalink to this definition">#</a></dt>
+<dd><p>Checks the starting and ending locations for traveling and towing.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start</strong> (<em>str</em>) – The starting location; should be on of: “site”, “system”, or “port”.</p></li>
+<li><p><strong>end</strong> (<em>str</em>) – The ending location; should be on of: “site”, “system”, or “port”.</p></li>
+<li><p><strong>no_intrasite</strong> (<em>bool</em>) – A flag to disable intrasite travel, so that <code class="docutils literal notranslate"><span class="pre">start</span></code> and <code class="docutils literal notranslate"><span class="pre">end</span></code> cannot
+both be “system”, by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – Raised if the starting location is invalid.</p></li>
+<li><p><strong>ValueError</strong> – Raised if the ending location is invalid</p></li>
+<li><p><strong>ValueError</strong> – Raised if “system” is provided to both <code class="docutils literal notranslate"><span class="pre">start</span></code> and <code class="docutils literal notranslate"><span class="pre">end</span></code>, but
+    <code class="docutils literal notranslate"><span class="pre">no_intrasite</span></code> is set to <code class="docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.service_equipment.</span></span><span class="sig-name descname"><span class="pre">ServiceEquipment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><span class="pre">wombat.core.environment.WombatEnvironment</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">windfarm</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm"><span class="pre">wombat.windfarm.windfarm.Windfarm</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">repair_manager</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager"><span class="pre">wombat.core.repair_management.RepairManager</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">equipment_data_file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pathlib.Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment" title="Permalink to this definition">#</a></dt>
+<dd><p>Provides a servicing equipment object that can handle various maintenance and
+repair tasks.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>env</strong> (<em>WombatEnvironment</em>) – The simulation environment.</p></li>
+<li><p><strong>windfarm</strong> (<em>Windfarm</em>) – The <code class="docutils literal notranslate"><span class="pre">Windfarm</span></code> object.</p></li>
+<li><p><strong>repair_manager</strong> (<em>RepairManager</em>) – The <code class="docutils literal notranslate"><span class="pre">RepairManager</span></code> object.</p></li>
+<li><p><strong>equipment_data_file</strong> (<em>str</em>) – The equipment settings file name with extension.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Variables</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>env</strong> (<a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><em>WombatEnvironment</em></a>) – The simulation environment instance.</p></li>
+<li><p><strong>windfarm</strong> (<a class="reference internal" href="#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm"><em>Windfarm</em></a>) – The simulation windfarm instance.</p></li>
+<li><p><strong>manager</strong> (<a class="reference internal" href="#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager"><em>RepairManager</em></a>) – The simulation repair manager instance.</p></li>
+<li><p><strong>settings</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.ScheduledServiceEquipmentData" title="wombat.core.data_classes.ScheduledServiceEquipmentData"><em>ScheduledServiceEquipmentData</em></a><em> | </em><a class="reference internal" href="types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData" title="wombat.core.data_classes.UnscheduledServiceEquipmentData"><em>UnscheduledServiceEquipmentData</em></a>) – The servicing equipment’s configuration settings, as provided by the user.</p></li>
+<li><p><strong>onsite</strong> (<em>bool</em>) – Indicates if the servicing equipment is at the site (<code class="docutils literal notranslate"><span class="pre">True</span></code>), or not
+(<code class="docutils literal notranslate"><span class="pre">False</span></code>).</p></li>
+<li><p><strong>enroute</strong> (<em>bool</em>) – Indicates if the servicing equipment is on its way to the site (<code class="docutils literal notranslate"><span class="pre">True</span></code>),
+or not (<code class="docutils literal notranslate"><span class="pre">False</span></code>).</p></li>
+<li><p><strong>at_port</strong> (<em>bool</em>) – Indicates if the servicing equipment is at the port, or similar location for
+land-based, (<code class="docutils literal notranslate"><span class="pre">True</span></code>), or not (<code class="docutils literal notranslate"><span class="pre">False</span></code>).</p></li>
+<li><p><strong>at_system</strong> (<em>bool</em>) – Indications if the servicing equipment is at a cable, substation, or turbine
+while on the site (<code class="docutils literal notranslate"><span class="pre">True</span></code>), or not (<code class="docutils literal notranslate"><span class="pre">False</span></code>).</p></li>
+<li><p><strong>current_system</strong> (<em>str</em><em> | </em><em>None</em>) – Either the <code class="docutils literal notranslate"><span class="pre">System.id</span></code> if <code class="docutils literal notranslate"><span class="pre">at_system</span></code>, or <code class="docutils literal notranslate"><span class="pre">None</span></code> if not.</p></li>
+<li><p><strong>transferring_crew</strong> (<em>bool</em>) – Indications if the servicing equipment is at a cable, substation, or turbine
+and transferring the crew to or from that system (<code class="docutils literal notranslate"><span class="pre">True</span></code>), or not
+(<code class="docutils literal notranslate"><span class="pre">False</span></code>).</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.crew_transfer">
+<span class="sig-name descname"><span class="pre">crew_transfer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><span class="pre">wombat.windfarm.system.system.System</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><span class="pre">wombat.windfarm.system.cable.Cable</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.system.subassembly.Subassembly" title="wombat.windfarm.system.subassembly.Subassembly"><span class="pre">wombat.windfarm.system.subassembly.Subassembly</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">to_system</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.crew_transfer" title="Permalink to this definition">#</a></dt>
+<dd><p>The process of transfering the crew from the equipment to the <code class="docutils literal notranslate"><span class="pre">System</span></code>
+for servicing using an uninterrupted weather window to ensure safe transfer.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system</strong> (<em>System | Cable</em>) – The System where the crew needs to be transferred to.</p></li>
+<li><p><strong>subassembly</strong> (<em>Subassembly</em>) – The Subassembly that is being worked on.</p></li>
+<li><p><strong>request</strong> (<em>RepairRequest</em>) – The repair to be processed.</p></li>
+<li><p><strong>to_system</strong> (<em>bool</em>) – True if the crew is being transferred to the system, or False if the crew
+is being transferred off the system.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>None is returned when this is run recursively to not repeat the crew
+transfer process.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>None</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> – Yields a timeout event for the crew transfer once an uninterrupted weather
+window can be found.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.enable_string_operations">
+<span class="sig-name descname"><span class="pre">enable_string_operations</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cable</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><span class="pre">wombat.windfarm.system.cable.Cable</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.enable_string_operations" title="Permalink to this definition">#</a></dt>
+<dd><p>Traverses the upstream cable and turbine connections and resets the
+<code class="docutils literal notranslate"><span class="pre">System.cable_failure</span></code> and <code class="docutils literal notranslate"><span class="pre">Cable.downstream_failure</span></code> until it hits
+another cable failure, then the loop exits.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>subassembly</strong> (<em>Cable</em>) – The <cite>Cable</cite> or <cite>System</cite></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window">
+<span class="sig-name descname"><span class="pre">find_interrupted_weather_window</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours_required</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">pandas.core.indexes.datetimes.DatetimeIndex</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">numpy.ndarray</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">bool</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window" title="Permalink to this definition">#</a></dt>
+<dd><p>Assesses at which points in the repair window, the wind (and wave)
+constraints for safe operation are met.</p>
+<p>The initial search looks for a weather window of length <code class="docutils literal notranslate"><span class="pre">hours_required</span></code>, and
+adds 24 hours to the window for the proceeding 9 days. If no satisfactory window
+is found, then the calling process must make another call to this function, but
+likely there is something wrong with the constraints or weather conditions if
+no window is found within 10 days.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>hours_required</strong> (<em>int | float</em>) – The number of hours required to complete the repair.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The pandas DatetimeIndex, and a corresponding boolean array for what points
+in the time window are safe to complete a maintenance task or repair.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>tuple[DatetimeIndex, np.ndarray, bool]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window">
+<span class="sig-name descname"><span class="pre">find_uninterrupted_weather_window</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours_required</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">bool</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window" title="Permalink to this definition">#</a></dt>
+<dd><p>Finds the delay required before starting on a process that won’t be able to
+be interrupted by a weather delay.</p>
+<p>TODO: WEATHER FORECAST NEEDS TO BE DONE FOR <code class="docutils literal notranslate"><span class="pre">math.floor(self.now)</span></code>, not the
+ceiling or there will be a whole lot of rounding up errors on process times.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>hours_required</strong> (<em>int | float</em>) – The number of uninterrupted of hours that a process requires for completion.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The number of hours in weather delays before a process can be completed, and
+an indicator for if the process has to be delayed until the next shift for
+a safe transfer.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>tuple[int | float, bool]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.finish_setup_with_environment_variables">
+<span class="sig-name descname"><span class="pre">finish_setup_with_environment_variables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.finish_setup_with_environment_variables" title="Permalink to this definition">#</a></dt>
+<dd><p>A post-initialization step that will override unset parameters with those
+from the the environemt that may have already been set.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.get_next_request">
+<span class="sig-name descname"><span class="pre">get_next_request</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.get_next_request" title="Permalink to this definition">#</a></dt>
+<dd><p>Gets the next request by the rig’s method for processing repairs.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p>The next <code class="docutils literal notranslate"><span class="pre">RepairRequest</span></code> to be processed.</p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>simpy.resources.store.FilterStoreGet</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.get_speed">
+<span class="sig-name descname"><span class="pre">get_speed</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tow</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.get_speed" title="Permalink to this definition">#</a></dt>
+<dd><p>Determines the appropriate speed that the servicing equipment should be
+traveling at for towing or traveling, and if the timeframe is during a reduced
+speed scenario.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>tow</strong> (<em>bool, optional</em>) – True indicates the servicing equipment should be using the towing speed,
+and if False, then the traveling speed should be used, by default False.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The maximum speed the servicing equipment should be traveling/towing at.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.hours_to_next_operational_date">
+<span class="sig-name descname"><span class="pre">hours_to_next_operational_date</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start_search_date</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.date</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas._libs.tslibs.timestamps.Timestamp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclusion_days</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.hours_to_next_operational_date" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the number of hours until the first date that is not a part of
+the <code class="docutils literal notranslate"><span class="pre">non_operational_dates</span></code> given a starting datetime and for search criteria.
+Optionally, <code class="docutils literal notranslate"><span class="pre">exclusion_days</span></code> can be used to account for a mobilization period
+so that mobilization can occur during the non operational period.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start_search_date</strong> (<em>datetime.datetime | datetime.date | pd.Timestamp</em>) – The first date to be considered in the search.</p></li>
+<li><p><strong>exclusion_days</strong> (<em>int, optional</em>) – The number of days to subtract from the next available datetime that
+represents a non operational action that can occur during the non
+operational period, such as mobilization, by default 0.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The total number of hours until the next operational date.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.in_situ_repair">
+<span class="sig-name descname"><span class="pre">in_situ_repair</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">time_processed</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prior_operation_level</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">-</span> <span class="pre">1.0</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.in_situ_repair" title="Permalink to this definition">#</a></dt>
+<dd><p>Processes the repair including any weather and shift delays.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>request</strong> (<em>RepairRequest</em>) – The <code class="docutils literal notranslate"><span class="pre">Maintenance</span></code> or <code class="docutils literal notranslate"><span class="pre">Failure</span></code> receiving attention.</p></li>
+<li><p><strong>time_processed</strong> (<em>int | float, optional</em>) – Time that has already been processed, by default 0.</p></li>
+<li><p><strong>prior_operation_level</strong> (<em>float, optional</em>) – The operating level of the <code class="docutils literal notranslate"><span class="pre">System</span></code> just before the repair has begun, by
+default -1.0.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> – Timeouts for the repair process.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.initialize_cost_calculators">
+<span class="sig-name descname"><span class="pre">initialize_cost_calculators</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">which</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.initialize_cost_calculators" title="Permalink to this definition">#</a></dt>
+<dd><p>Creates the cost calculators for each of the subclasses that will need to
+calculate hourly costs.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>which</strong> (<em>str</em>) – One of “port” or “equipment” to to indicate how to access equipment costs</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.mobilize">
+<span class="sig-name descname"><span class="pre">mobilize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.mobilize" title="Permalink to this definition">#</a></dt>
+<dd><p>Mobilizes the ServiceEquipment object.</p>
+<p>NOTE: weather delays are not accounted for at this stage.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields</dt>
+<dd class="field-odd"><p><em>Generator[Timeout, None, None]</em> – A Timeout event for the number of hours the ServiceEquipment requires for
+mobilizing to the windfarm site.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.mobilize_scheduled">
+<span class="sig-name descname"><span class="pre">mobilize_scheduled</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.mobilize_scheduled" title="Permalink to this definition">#</a></dt>
+<dd><p>Mobilizes the ServiceEquipment object by waiting for the next operational
+period, less the mobilization time, then logging the mobiliztion cost.</p>
+<p>NOTE: weather delays are not accounted for in this process.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields</dt>
+<dd class="field-odd"><p><em>Generator[Timeout, None, None]</em> – A Timeout event for the number of hours between when the function is called
+and when the next operational period starts.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.mooring_connection">
+<span class="sig-name descname"><span class="pre">mooring_connection</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><span class="pre">wombat.windfarm.system.system.System</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">which</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.mooring_connection" title="Permalink to this definition">#</a></dt>
+<dd><p>The process of either umooring a floating turbine to prepare for towing it to
+port, or reconnecting it after its repairs have been completed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system</strong> (<em>System</em>) – The System that needs unmooring/reconnecting.</p></li>
+<li><p><strong>request</strong> (<em>RepairRequest</em>) – The repair to be processed.</p></li>
+<li><p><strong>which</strong> (<em>bool</em>) – “unmoor” for unmooring the turbine, “reconnect” for reconnecting the
+turbine.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>None is returned when this is run recursively to not repeat the process.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>None</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> – Yields a timeout event for the unmooring/reconnection once an uninterrupted
+weather window can be found.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.process_repair">
+<span class="sig-name descname"><span class="pre">process_repair</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">request_details</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><span class="pre">wombat.core.data_classes.Maintenance</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><span class="pre">wombat.core.data_classes.Failure</span></a></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.process_repair" title="Permalink to this definition">#</a></dt>
+<dd><p>The logging and timeout process for performing a repair or doing maintenance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>hours</strong> (<em>int | float</em>) – The lenght, in hours, of the repair or maintenance task.</p></li>
+<li><p><strong>request_details</strong> (<em>Maintenance | Failure</em>) – The deatils of the request, this is only being checked for the type.</p></li>
+<li><p><strong>kwargs</strong> (<em>dict</em>) – Additional parameters to be passed to <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action</span></code>.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> – A <code class="docutils literal notranslate"><span class="pre">Timeout</span></code> is yielded of length <code class="docutils literal notranslate"><span class="pre">hours</span></code>.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly">
+<span class="sig-name descname"><span class="pre">register_repair_with_subassembly</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">subassembly</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.system.subassembly.Subassembly" title="wombat.windfarm.system.subassembly.Subassembly"><span class="pre">wombat.windfarm.system.subassembly.Subassembly</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><span class="pre">wombat.windfarm.system.cable.Cable</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">repair</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">starting_operating_level</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly" title="Permalink to this definition">#</a></dt>
+<dd><p>Goes into the repaired subassembly, component, or cable and returns its
+<code class="docutils literal notranslate"><span class="pre">operating_level</span></code> back to good as new for the specific repair. For fatal cable
+failures, all upstream turbines are turned back on unless there is another fatal
+cable failure preventing any more from operating.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>subassembly</strong> (<em>Subassembly | Cable</em>) – The subassembly or cable that was repaired.</p></li>
+<li><p><strong>repair</strong> (<em>RepairRequest</em>) – The request for repair that was submitted.</p></li>
+<li><p><strong>starting_operating_level</strong> (<em>float</em>) – The operating level before a repair was started.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.run_scheduled_in_situ">
+<span class="sig-name descname"><span class="pre">run_scheduled_in_situ</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.run_scheduled_in_situ" title="Permalink to this definition">#</a></dt>
+<dd><p>Runs the simulation of in situ repairs for scheduled servicing equipment
+that have the <cite>onsite</cite> designation or don’t require mobilization.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields</dt>
+<dd class="field-odd"><p><em>Generator[Process, None, None]</em> – The simulation.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.run_tow_to_port">
+<span class="sig-name descname"><span class="pre">run_tow_to_port</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.run_tow_to_port" title="Permalink to this definition">#</a></dt>
+<dd><p>Runs the tow to port logic, so a turbine can be repaired at port.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>request</strong> (<em>RepairRequest</em>) – The request the triggered the tow-to-port strategy.</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Process, None, None]</em> – The series of events that simulate the complete towing logic.</p>
+</dd>
+<dt class="field-odd">Raises</dt>
+<dd class="field-odd"><p><strong>ValueError</strong> – Raised if the equipment is not currently at port</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.run_tow_to_site">
+<span class="sig-name descname"><span class="pre">run_tow_to_site</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.run_tow_to_site" title="Permalink to this definition">#</a></dt>
+<dd><p>Runs the tow to site logic for after a turbine has had its repairs completed
+at port.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>request</strong> (<em>RepairRequest</em>) – The request the triggered the tow-to-port strategy.</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Process, None, None]</em> – The series of events that simulate the complete towing logic.</p>
+</dd>
+<dt class="field-odd">Raises</dt>
+<dd class="field-odd"><p><strong>ValueError</strong> – Raised if the equipment is not currently at port</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.run_unscheduled_in_situ">
+<span class="sig-name descname"><span class="pre">run_unscheduled_in_situ</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.run_unscheduled_in_situ" title="Permalink to this definition">#</a></dt>
+<dd><p>Runs an in situ repair simulation for unscheduled servicing equipment, or
+those that have to be mobilized before performing repairs and maintenance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields</dt>
+<dd class="field-odd"><p><em>Generator[Process, None, None]</em> – The simulation</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.tow">
+<span class="sig-name descname"><span class="pre">tow</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">set_current</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.tow" title="Permalink to this definition">#</a></dt>
+<dd><p>The process for towing a turbine to/from port.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start</strong> (<em>str</em>) – The starting location; one of “site” or “port”.</p></li>
+<li><p><strong>end</strong> (<em>str</em>) – The ending location; one of “site” or “port”.</p></li>
+<li><p><strong>set_current</strong> (<em>str | None, optional</em>) – The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> if the turbine is being returned to site, by default None</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> – The series of SimPy events that will be processed for the actions to occur.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.travel">
+<span class="sig-name descname"><span class="pre">travel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">set_current</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hours</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">distance</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.travel" title="Permalink to this definition">#</a></dt>
+<dd><p>The process for traveling between port and site, or two systems onsite.</p>
+<p>NOTE: This does not currently take the weather conditions into account.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start</strong> (<em>str</em>) – The starting location, one of “site”, “port”, or “system”.</p></li>
+<li><p><strong>end</strong> (<em>str</em>) – The starting location, one of “site”, “port”, or “system”.</p></li>
+<li><p><strong>set_current</strong> (<em>str, optional</em>) – Where to set <code class="docutils literal notranslate"><span class="pre">current_system</span></code> to be if traveling to site or a different
+system onsite, by default None.</p></li>
+<li><p><strong>hours</strong> (<em>float, optional</em>) – The number hours required for traveling between <code class="docutils literal notranslate"><span class="pre">start</span></code> and <code class="docutils literal notranslate"><span class="pre">end</span></code>.
+If provided, no internal travel time will be calculated.</p></li>
+<li><p><strong>distance</strong> (<em>float, optional</em>) – The distance, in km, to be traveled. Only used if hours is provided</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> – The timeout event for traveling.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period">
+<span class="sig-name descname"><span class="pre">wait_until_next_operational_period</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">less_mobilization_hours</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period" title="Permalink to this definition">#</a></dt>
+<dd><p>Delays the crew and equipment until the start of the next operational
+period.</p>
+<p>TODO: Need a custom error if weather doesn’t align with the equipment dates.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>less_mobilization_hours</strong> (<em>int</em>) – The number of hours required for mobilization that will be subtracted from
+the waiting period to account for mobilization, by default 0.</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Timeout, None, None]</em> – A Timeout event for the number of hours between when the function is called
+and when the next operational period starts.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.wait_until_next_shift">
+<span class="sig-name descname"><span class="pre">wait_until_next_shift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.wait_until_next_shift" title="Permalink to this definition">#</a></dt>
+<dd><p>Delays the process until the start of the next shift.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields</dt>
+<dd class="field-odd"><p><em>Generator[Timeout, None, None]</em> – Delay until the start of the next shift.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.weather_delay">
+<span class="sig-name descname"><span class="pre">weather_delay</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Event</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.weather_delay" title="Permalink to this definition">#</a></dt>
+<dd><p>Processes a weather delay of length <code class="docutils literal notranslate"><span class="pre">hours</span></code> hours. If <code class="docutils literal notranslate"><span class="pre">hours</span></code> = 0, then
+a Timeout is still processed, but not logging is done (this is to increase
+consistency and do better typing validation across the codebase).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>hours</strong> (<em>int | float</em>) – The lenght, in hours, of the weather delay.</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Event, Any, Any]</em> – If the delay is more than 0 hours, then a <code class="docutils literal notranslate"><span class="pre">Timeout</span></code> is yielded of length
+<code class="docutils literal notranslate"><span class="pre">hours</span></code>.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-wombat.core.port">
+<span id="port"></span><h3>Port<a class="headerlink" href="#module-wombat.core.port" title="Permalink to this headline">#</a></h3>
+<p>Creates the <cite>Port</cite> class that provies the tow-to-port repair capabilities for
+offshore floating wind farms. The <cite>Port</cite> will control a series of tugboats enabled
+through the “TOW” capability that get automatically dispatched once a tow-to-port repair
+is submitted and a tugboat is available (<cite>ServiceEquipment.at_port</cite>). The <cite>Port</cite> also
+controls any mooring repairs through the “AHV” capability, which operates similarly to
+the tow-to-port except that it will not be released until the repair is completed, and
+operates on a strict shift scheduling basis.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.port.Port">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.port.</span></span><span class="sig-name descname"><span class="pre">Port</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><span class="pre">wombat.core.environment.WombatEnvironment</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">windfarm</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm"><span class="pre">wombat.windfarm.windfarm.Windfarm</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">repair_manager</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager"><span class="pre">wombat.core.repair_management.RepairManager</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pathlib.Path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port" title="Permalink to this definition">#</a></dt>
+<dd><p>The offshore wind base port that operates tugboats and performs tow-to-port
+repairs.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>The operating costs for the port are incorporated into the <code class="docutils literal notranslate"><span class="pre">FixedCosts</span></code>
+functionality in the high-levl cost bucket:
+<code class="docutils literal notranslate"><span class="pre">operations_management_administration</span></code> or the more granula cost bucket:
+<code class="docutils literal notranslate"><span class="pre">marine_management</span></code></p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>env</strong> (<em>WombatEnvironment</em>) – The simulation environment instance.</p></li>
+<li><p><strong>windfarm</strong> (<em>Windfarm</em>) – The simulation windfarm instance.</p></li>
+<li><p><strong>repair_manager</strong> (<em>RepairManager</em>) – The simulation repair manager instance.</p></li>
+<li><p><strong>config</strong> (<em>dict | str | Path</em>) – A path to a YAML object or dictionary encoding the port’s configuration
+settings. This will be loaded into a <code class="docutils literal notranslate"><span class="pre">PortConfig</span></code> object during
+initialization.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Variables</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>env</strong> (<a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><em>WombatEnvironment</em></a>) – The simulation environment instance.</p></li>
+<li><p><strong>windfarm</strong> (<a class="reference internal" href="#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm"><em>Windfarm</em></a>) – The simulation windfarm instance.</p></li>
+<li><p><strong>manager</strong> (<a class="reference internal" href="#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager"><em>RepairManager</em></a>) – The simulation repair manager instance.</p></li>
+<li><p><strong>settings</strong> (<em>PortConfig</em>) – The port’s configuration settings, as provided by the user.</p></li>
+<li><p><strong>requests_serviced</strong> (<em>set</em><em>[</em><em>str</em><em>]</em>) – The set of requests that have already been serviced to ensure there are no
+duplications of labor when splitting out the repair requests to be processed.</p></li>
+<li><p><strong>turbine_manager</strong> (<em>simpy.Resource</em>) – A SimPy <code class="docutils literal notranslate"><span class="pre">Resource</span></code> object that limits the number of turbines that can be towed
+to port, so as not to overload the quayside waters, which is controlled by
+<code class="docutils literal notranslate"><span class="pre">settings.max_operations</span></code>.</p></li>
+<li><p><strong>crew_manager</strong> (<em>simpy.Resource</em>) – A SimPy <code class="docutils literal notranslate"><span class="pre">Resource</span></code> object that limts the number of repairs that can be
+occurring at any given time, which is controlled by <code class="docutils literal notranslate"><span class="pre">settings.n_crews</span></code>.</p></li>
+<li><p><strong>service_equipment_manager</strong> (<em>simpy.FilterStore</em>) – A SimPy <code class="docutils literal notranslate"><span class="pre">FilterStore</span></code> object that acts as a coordination system for the
+registered tugboats to tow turbines between port and site. In order to tow
+in either direction they must be filtered by <code class="docutils literal notranslate"><span class="pre">ServiceEquipment.at_port</span></code>. This
+is generated from the tugboat definitions in <code class="docutils literal notranslate"><span class="pre">settings.tugboats</span></code>.</p></li>
+<li><p><strong>active_repairs</strong> (<em>dict</em><em>[</em><em>str</em><em>, </em><em>dict</em><em>[</em><em>str</em><em>, </em><em>simpy.events.Event</em><em>]</em><em>]</em>) – A nested dictionary of turbines, and its associated request IDs with a SimPy
+<code class="docutils literal notranslate"><span class="pre">Event</span></code>. The use of events allows them to automatically succeed at the end of
+repairs, and once all repairs are processed on a turbine, the tow-to-site
+process can commence.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.get_all_requests_for_system">
+<span class="sig-name descname"><span class="pre">get_all_requests_for_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.resources.store.FilterStoreGet</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.port.Port.get_all_requests_for_system" title="Permalink to this definition">#</a></dt>
+<dd><p>Gets all repair requests for a specific <code class="docutils literal notranslate"><span class="pre">system_id</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>system_id</strong> (<em>Optional[str], optional</em>) – ID of the turbine or OSS; should correspond to <code class="docutils literal notranslate"><span class="pre">System.id</span></code>.
+the first repair requested.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>All repair requests for a given system. If no matching requests are found,
+or there aren’t any items in the queue yet, then None is returned.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Optional[Generator[FilterStoreGet]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.hours_to_next_operational_date">
+<span class="sig-name descname"><span class="pre">hours_to_next_operational_date</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start_search_date</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.date</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas._libs.tslibs.timestamps.Timestamp</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclusion_days</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span></span></span><a class="headerlink" href="#wombat.core.port.Port.hours_to_next_operational_date" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the number of hours until the first date that is not a part of
+the <code class="docutils literal notranslate"><span class="pre">non_operational_dates</span></code> given a starting datetime and for search criteria.
+Optionally, <code class="docutils literal notranslate"><span class="pre">exclusion_days</span></code> can be used to account for a mobilization period
+so that mobilization can occur during the non operational period.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start_search_date</strong> (<em>datetime.datetime | datetime.date | pd.Timestamp</em>) – The first date to be considered in the search.</p></li>
+<li><p><strong>exclusion_days</strong> (<em>int, optional</em>) – The number of days to subtract from the next available datetime that
+represents a non operational action that can occur during the non
+operational period, such as mobilization, by default 0.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The total number of hours until the next operational date.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.initialize_cost_calculators">
+<span class="sig-name descname"><span class="pre">initialize_cost_calculators</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">which</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.port.Port.initialize_cost_calculators" title="Permalink to this definition">#</a></dt>
+<dd><p>Creates the cost calculators for each of the subclasses that will need to
+calculate hourly costs.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>which</strong> (<em>str</em>) – One of “port” or “equipment” to to indicate how to access equipment costs</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.process_repair">
+<span class="sig-name descname"><span class="pre">process_repair</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">request_details</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><span class="pre">wombat.core.data_classes.Maintenance</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><span class="pre">wombat.core.data_classes.Failure</span></a></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.port.Port.process_repair" title="Permalink to this definition">#</a></dt>
+<dd><p>The logging and timeout process for performing a repair or doing maintenance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>hours</strong> (<em>int | float</em>) – The lenght, in hours, of the repair or maintenance task.</p></li>
+<li><p><strong>request_details</strong> (<em>Maintenance | Failure</em>) – The deatils of the request, this is only being checked for the type.</p></li>
+<li><p><strong>kwargs</strong> (<em>dict</em>) – Additional parameters to be passed to <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action</span></code>.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> – A <code class="docutils literal notranslate"><span class="pre">Timeout</span></code> is yielded of length <code class="docutils literal notranslate"><span class="pre">hours</span></code>.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.repair_single">
+<span class="sig-name descname"><span class="pre">repair_single</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.port.Port.repair_single" title="Permalink to this definition">#</a></dt>
+<dd><p>Simulation logic to process a single repair request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>request</strong> (<em>RepairRequest</em>) – The submitted repair or maintenance request.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.run_repairs">
+<span class="sig-name descname"><span class="pre">run_repairs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Generator</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.port.Port.run_repairs" title="Permalink to this definition">#</a></dt>
+<dd><p>Method that transfers the requests from the repair manager and initiates the
+repair sequence.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>system_id</strong> (<em>str</em>) – The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> that is has been towed to port.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.run_tow_to_port">
+<span class="sig-name descname"><span class="pre">run_tow_to_port</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.port.Port.run_tow_to_port" title="Permalink to this definition">#</a></dt>
+<dd><p>The method to initiate a tow-to-port repair sequence.</p>
+<p>The process follows the following following routine:</p>
+<ol class="arabic simple">
+<li><p>Request a tugboat from the tugboat resource manager and wait</p></li>
+<li><dl class="simple">
+<dt>Runs <code class="docutils literal notranslate"><span class="pre">ServiceEquipment.tow_to_port</span></code>, which encapsulates the traveling to</dt><dd><p>site, unmooring, and return tow with a turbine</p>
+</dd>
+</dl>
+</li>
+<li><p>Transfers the the turbine’s repair log to the port, and gets all available
+crews to work on repairs immediately</p></li>
+<li><p>Requests a tugboat to return the turbine to site</p></li>
+<li><p>Runs <code class="docutils literal notranslate"><span class="pre">ServiceEquipment.tow_to_site()</span></code>, which encapsulates the tow back to
+site, reconnection, resetting the operating status, and returning back to
+port</p></li>
+</ol>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>request</strong> (<em>RepairRequest</em>) – The request that initiated the process. This is primarily used for logging
+purposes.</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Process, None, None]</em> – The series of events constituting the tow-to-port repairs</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.run_unscheduled_in_situ">
+<span class="sig-name descname"><span class="pre">run_unscheduled_in_situ</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Process</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.port.Port.run_unscheduled_in_situ" title="Permalink to this definition">#</a></dt>
+<dd><p>Runs the in-situ repair processes for port-based servicing equipment such as
+tugboats that will always return back to port, but are not necessarily a feature
+of the windfarm itself, such as a crew transfer vessel.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>request</strong> (<em>RepairRequest</em>) – The request that triggered the non tow-to-port, but port-based servicing
+equipment repair.</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>Generator[Process, None, None]</em> – The travel and repair processes.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.transfer_requests_from_manager">
+<span class="sig-name descname"><span class="pre">transfer_requests_from_manager</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><span class="pre">wombat.core.data_classes.RepairRequest</span></a><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Generator</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.port.Port.transfer_requests_from_manager" title="Permalink to this definition">#</a></dt>
+<dd><p>Gets all of a given system’s repair requests from the simulation’s repair
+manager, removes them from that queue, and puts them in the port’s queue.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>system_id</strong> (<em>str</em>) – The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> attribute from the system that will be repaired at port.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The list of repair requests that need to be completed at port.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>None | list[<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest">RepairRequest</a>]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.wait_until_next_shift">
+<span class="sig-name descname"><span class="pre">wait_until_next_shift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">simpy.events.Timeout</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#wombat.core.port.Port.wait_until_next_shift" title="Permalink to this definition">#</a></dt>
+<dd><p>Delays the process until the start of the next shift.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields</dt>
+<dd class="field-odd"><p><em>Generator[Timeout, None, None]</em> – Delay until the start of the next shift.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+<section id="windfarm-classes">
+<h2>Windfarm Classes<a class="headerlink" href="#windfarm-classes" title="Permalink to this headline">#</a></h2>
+<section id="module-wombat.windfarm.windfarm">
+<span id="windfarm"></span><h3>Windfarm<a class="headerlink" href="#module-wombat.windfarm.windfarm" title="Permalink to this headline">#</a></h3>
+<p>Creates the Windfarm class/model.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.windfarm.windfarm.</span></span><span class="sig-name descname"><span class="pre">Windfarm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><span class="pre">wombat.core.environment.WombatEnvironment</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">windfarm_layout</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">repair_manager</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager"><span class="pre">wombat.core.repair_management.RepairManager</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm" title="Permalink to this definition">#</a></dt>
+<dd><p>The primary class for operating on objects within a windfarm. The substations,
+cables, and turbines are created as a network object to be more appropriately
+accessed and controlled.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.cable">
+<span class="sig-name descname"><span class="pre">cable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cable_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><span class="pre">wombat.windfarm.system.cable.Cable</span></a></span></span><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.cable" title="Permalink to this definition">#</a></dt>
+<dd><p>Convenience function to returns the desired <cite>Cable</cite> object for a cable in the
+windfarm.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>cable_id</strong> (<em>tuple[str, str] | str</em>) – The cable’s unique identifier, of the form: (<code class="docutils literal notranslate"><span class="pre">wombat.windfarm.System.id</span></code>,
+<code class="docutils literal notranslate"><span class="pre">wombat.windfarm.System.id</span></code>), for the (downstream node id, upstream node
+id), or the <code class="docutils literal notranslate"><span class="pre">Cable.id</span></code>.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The <code class="docutils literal notranslate"><span class="pre">Cable</span></code> object.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p><a class="reference internal" href="#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable">Cable</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.calculate_distance_matrix">
+<span class="sig-name descname"><span class="pre">calculate_distance_matrix</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.calculate_distance_matrix" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the geodesic distance, in km, between all of the windfarm’s nodes,
+e.g., substations and turbines, and cables.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.current_availability">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">current_availability</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.current_availability" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the product of all system <code class="docutils literal notranslate"><span class="pre">operating_level</span></code> variables across
+the windfarm using the following forumation.</p>
+<div class="math notranslate nohighlight">
+\[\sum{
+    OperatingLevel_{substation_{i}} *
+    \sum{OperatingLevel_{turbine_{j}} * Weight_{turbine_{j}}}
+}\]</div>
+<p>where the :math:<code class="docutils literal notranslate"><span class="pre">{OperatingLevel}</span></code> is the product of the operating level
+of each subassembly on a given system (substation or turbine), and the
+:math:<code class="docutils literal notranslate"><span class="pre">{Weight}</span></code> is the proportion of one turbine’s capacity relative to
+the whole windfarm.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.current_availability_wo_servicing">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">current_availability_wo_servicing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.current_availability_wo_servicing" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the product of all system <code class="docutils literal notranslate"><span class="pre">operating_level</span></code> variables across
+the windfarm using the following forumation, ignoring 0 operating level due to
+ongoing servicing.</p>
+<div class="math notranslate nohighlight">
+\[\sum{
+    OperatingLevel_{substation_{i}} *
+    \sum{OperatingLevel_{turbine_{j}} * Weight_{turbine_{j}}}
+}\]</div>
+<p>where the :math:<code class="docutils literal notranslate"><span class="pre">{OperatingLevel}</span></code> is the product of the operating level
+of each subassembly on a given system (substation or turbine), and the
+:math:<code class="docutils literal notranslate"><span class="pre">{Weight}</span></code> is the proportion of one turbine’s capacity relative to
+the whole windfarm.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.finish_setup">
+<span class="sig-name descname"><span class="pre">finish_setup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.finish_setup" title="Permalink to this definition">#</a></dt>
+<dd><p>Final initialization hook for any substations, turbines, or cables.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.system">
+<span class="sig-name descname"><span class="pre">system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><span class="pre">wombat.windfarm.system.system.System</span></a></span></span><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.system" title="Permalink to this definition">#</a></dt>
+<dd><p>Convenience function to returns the desired <cite>System</cite> object for a turbine or
+substation in the windfarm.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>system_id</strong> (<em>str</em>) – The system’s unique identifier, <code class="docutils literal notranslate"><span class="pre">wombat.windfarm.System.id</span></code>.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The <code class="docutils literal notranslate"><span class="pre">System</span></code> object.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p><a class="reference internal" href="#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System">System</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-wombat.windfarm.system.system">
+<span id="system-wind-turbine-or-substation"></span><h3>System: Wind Turbine or Substation<a class="headerlink" href="#module-wombat.windfarm.system.system" title="Permalink to this headline">#</a></h3>
+<p>Creates the Turbine class.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.windfarm.system.system.</span></span><span class="sig-name descname"><span class="pre">System</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><span class="pre">wombat.core.environment.WombatEnvironment</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">repair_manager</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager"><span class="pre">wombat.core.repair_management.RepairManager</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">t_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassemblies</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.windfarm.system.system.System" title="Permalink to this definition">#</a></dt>
+<dd><p>Can either be a turbine or substation, but is meant to be something that consists
+of ‘Subassembly’ pieces.</p>
+<p>See <a class="reference external" href="https://www.sciencedirect.com/science/article/pii/S1364032117308985">here</a>
+for more information.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System.interrupt_all_subassembly_processes">
+<span class="sig-name descname"><span class="pre">interrupt_all_subassembly_processes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#wombat.windfarm.system.subassembly.Subassembly" title="wombat.windfarm.system.subassembly.Subassembly"><span class="pre">wombat.windfarm.system.subassembly.Subassembly</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.windfarm.system.system.System.interrupt_all_subassembly_processes" title="Permalink to this definition">#</a></dt>
+<dd><p>Interrupts the running processes in all of the system’s subassemblies.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>origin</strong> (<em>Subassembly</em>) – The subassembly that triggered the request, if the method call is coming
+from a subassembly shutdown event.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System.operating_level">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">operating_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.windfarm.system.system.System.operating_level" title="Permalink to this definition">#</a></dt>
+<dd><p>The turbine’s operating level, based on subassembly and cable performance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p>Operating level of the turbine.</p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>float</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System.operating_level_wo_servicing">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">operating_level_wo_servicing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.windfarm.system.system.System.operating_level_wo_servicing" title="Permalink to this definition">#</a></dt>
+<dd><p>The turbine’s operating level, based on subassembly and cable performance,
+without accounting for servicing status.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p>Operating level of the turbine.</p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>float</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System.power">
+<span class="sig-name descname"><span class="pre">power</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windspeed</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">float</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">numpy.ndarray</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">numpy.ndarray</span></span></span><a class="headerlink" href="#wombat.windfarm.system.system.System.power" title="Permalink to this definition">#</a></dt>
+<dd><p>Generates the power output for an iterable of windspeed values.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>windspeed</strong> (<em>list[float] | np.ndarrays</em>) – Windspeed values, in m/s.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Power production, in kW.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>np.ndarray</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-wombat.windfarm.system.subassembly">
+<span id="subassembly"></span><h3>Subassembly<a class="headerlink" href="#module-wombat.windfarm.system.subassembly" title="Permalink to this headline">#</a></h3>
+<p>Provides the Subassembly class.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.windfarm.system.subassembly.</span></span><span class="sig-name descname"><span class="pre">Subassembly</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">env</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><span class="pre">wombat.core.environment.WombatEnvironment</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">s_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly_data</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly" title="Permalink to this definition">#</a></dt>
+<dd><p>A major system composes the turbine or substation objects.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.interrupt_all_subassembly_processes">
+<span class="sig-name descname"><span class="pre">interrupt_all_subassembly_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.interrupt_all_subassembly_processes" title="Permalink to this definition">#</a></dt>
+<dd><p>Thin wrapper for <code class="docutils literal notranslate"><span class="pre">system.interrupt_all_subassembly_processes</span></code>.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.interrupt_processes">
+<span class="sig-name descname"><span class="pre">interrupt_processes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#wombat.windfarm.system.subassembly.Subassembly" title="wombat.windfarm.system.subassembly.Subassembly"><span class="pre">wombat.windfarm.system.subassembly.Subassembly</span></a><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.interrupt_processes" title="Permalink to this definition">#</a></dt>
+<dd><p>Interrupts all of the running processes within the subassembly except for the
+process associated with failure that triggers the catastrophic failure.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>origin</strong> (<em>Subassembly</em>) – The subassembly that triggered the request, if the method call is coming
+from a subassembly shutdown event. If provided, and it is the same as the
+current subassembly, then a try/except flow is used to ensure the process
+that initiated the shutdown is not interrupting itself.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.recreate_processes">
+<span class="sig-name descname"><span class="pre">recreate_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.recreate_processes" title="Permalink to this definition">#</a></dt>
+<dd><p>If a turbine is being reset after a tow-to-port repair, then all processes
+are assumed to be reset to 0, and not pick back up where they left off.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.run_single_failure">
+<span class="sig-name descname"><span class="pre">run_single_failure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">failure</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><span class="pre">wombat.core.data_classes.Failure</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span></span></span><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.run_single_failure" title="Permalink to this definition">#</a></dt>
+<dd><p>Runs a process to trigger one type of failure repair request throughout the
+simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>failure</strong> (<em>Failure</em>) – A failure classification.</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>simpy.events. HOURS_IN_DAY</em> – Time between failure events that need to request a repair.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.run_single_maintenance">
+<span class="sig-name descname"><span class="pre">run_single_maintenance</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">maintenance</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><span class="pre">wombat.core.data_classes.Maintenance</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span></span></span><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.run_single_maintenance" title="Permalink to this definition">#</a></dt>
+<dd><p>Runs a process to trigger one type of maintenance request throughout the
+simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>maintenance</strong> (<em>Maintenance</em>) – A maintenance category.</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>simpy.events. HOURS_IN_DAY</em> – Time between maintenance requests.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.trigger_request">
+<span class="sig-name descname"><span class="pre">trigger_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">action</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><span class="pre">wombat.core.data_classes.Maintenance</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><span class="pre">wombat.core.data_classes.Failure</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.trigger_request" title="Permalink to this definition">#</a></dt>
+<dd><p>Triggers the actual repair or maintenance logic for a failure or maintenance
+event, respectively.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>action</strong> (<em>Maintenance | Failure</em>) – The maintenance or failure event that triggers a <code class="docutils literal notranslate"><span class="pre">RepairRequest</span></code>.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-wombat.windfarm.system.cable">
+<span id="cable"></span><h3>Cable<a class="headerlink" href="#module-wombat.windfarm.system.cable" title="Permalink to this headline">#</a></h3>
+<p>“Defines the Cable class and cable simulations.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.windfarm.system.cable.</span></span><span class="sig-name descname"><span class="pre">Cable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windfarm</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">env</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><span class="pre">wombat.core.environment.WombatEnvironment</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">connection_type</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_node</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_node</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cable_data</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.windfarm.system.cable.Cable" title="Permalink to this definition">#</a></dt>
+<dd><p>The cable system/asset class.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>windfarm</strong> (<code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm</span></code>) – The <code class="docutils literal notranslate"><span class="pre">Windfarm</span></code> object.</p></li>
+<li><p><strong>env</strong> (<em>WombatEnvironment</em>) – The simulation environment.</p></li>
+<li><p><strong>cable_id</strong> (<em>str</em>) – The unique identifier for the cable.</p></li>
+<li><p><strong>connection_type</strong> (<em>str</em>) – The type of cable. Must be one of “array” or “export”.</p></li>
+<li><p><strong>start_node</strong> (<em>str</em>) – The starting point (<code class="docutils literal notranslate"><span class="pre">system.id</span></code>) (turbine or substation) of the cable segment.</p></li>
+<li><p><strong>cable_data</strong> (<em>dict</em>) – The dictionary defining the cable segment.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.finish_setup">
+<span class="sig-name descname"><span class="pre">finish_setup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.finish_setup" title="Permalink to this definition">#</a></dt>
+<dd><p>Creates the <code class="docutils literal notranslate"><span class="pre">upstream_nodes</span></code> and <code class="docutils literal notranslate"><span class="pre">upstream_cables</span></code> attributes for use by
+the cable when triggering usptream failures and resetting them after the repair
+is complete.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes">
+<span class="sig-name descname"><span class="pre">interrupt_all_subassembly_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes" title="Permalink to this definition">#</a></dt>
+<dd><p>Thin wrapper for <code class="docutils literal notranslate"><span class="pre">interrupt_processes</span></code> for consistent usage with system.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.interrupt_processes">
+<span class="sig-name descname"><span class="pre">interrupt_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.interrupt_processes" title="Permalink to this definition">#</a></dt>
+<dd><p>Interrupts all of the running processes within the subassembly except for the
+process associated with failure that triggers the catastrophic failure.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>subassembly</strong> (<em>Subassembly</em>) – The subassembly that should have all processes interrupted.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.run_single_failure">
+<span class="sig-name descname"><span class="pre">run_single_failure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">failure</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><span class="pre">wombat.core.data_classes.Failure</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span></span></span><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.run_single_failure" title="Permalink to this definition">#</a></dt>
+<dd><p>Runs a process to trigger one type of failure repair request throughout the
+simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>failure</strong> (<em>Failure</em>) – A failure classification.</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>simpy.events.Timeout</em> – Time between failure events that need to request a repair.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.run_single_maintenance">
+<span class="sig-name descname"><span class="pre">run_single_maintenance</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">maintenance</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><span class="pre">wombat.core.data_classes.Maintenance</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Generator</span></span></span><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.run_single_maintenance" title="Permalink to this definition">#</a></dt>
+<dd><p>Runs a process to trigger one type of maintenance request throughout the
+simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>maintenance</strong> (<em>Maintenance</em>) – A maintenance category.</p>
+</dd>
+<dt class="field-even">Yields</dt>
+<dd class="field-even"><p><em>simpy.events.Timeout</em> – Time between maintenance requests.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.set_string_details">
+<span class="sig-name descname"><span class="pre">set_string_details</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start_node</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">substation</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.set_string_details" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets the starting turbine for the string to be used for traversing the
+correct upstream connections when resetting after a failure.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start_node</strong> (<em>str</em>) – The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> for the starting turbine on a string.</p></li>
+<li><p><strong>substation</strong> (<em>str</em>) – The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> for the string’s connecting substation.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.stop_all_upstream_processes">
+<span class="sig-name descname"><span class="pre">stop_all_upstream_processes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">failure</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><span class="pre">wombat.core.data_classes.Failure</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><span class="pre">wombat.core.data_classes.Maintenance</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.stop_all_upstream_processes" title="Permalink to this definition">#</a></dt>
+<dd><p>Stops all upstream turbines and cables from producing power by creating a
+<code class="docutils literal notranslate"><span class="pre">env.event()</span></code> for each <code class="docutils literal notranslate"><span class="pre">System.cable_failure</span></code> and
+<code class="docutils literal notranslate"><span class="pre">Cable.downstream_failure</span></code>, respectively. In the case of an export cable, each
+string is traversed to stop the substation and upstream turbines and cables.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>failure</strong> (<em>Failre</em>) – The <code class="docutils literal notranslate"><span class="pre">Failure</span></code> that is causing a string shutdown.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.trigger_request">
+<span class="sig-name descname"><span class="pre">trigger_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">action</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><span class="pre">wombat.core.data_classes.Maintenance</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><span class="pre">wombat.core.data_classes.Failure</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.trigger_request" title="Permalink to this definition">#</a></dt>
+<dd><p>Triggers the actual repair or maintenance logic for a failure or maintenance
+event, respectively.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>action</strong> (<em>Maintenance | Failure</em>) – The maintenance or failure event that triggers a <code class="docutils literal notranslate"><span class="pre">RepairRequest</span></code>.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+</section>
+
+
+              </div>
+              
+            </main>
+            <footer class="footer-article noprint">
+                
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+                <a class="reference internal" href="../index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
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+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
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+  Working with the code base
+ </span>
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+     Servicing Strategies
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+   <li class="toctree-l2">
+    <a class="reference internal" href="../examples/metrics_demonstration.html">
+     Demonstration of the Available Metrics
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+     Examples Reference
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+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#configuration">
+   Configuration
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#simulation-interface">
+   Simulation Interface
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#metrics-computation">
+   Metrics Computation
+  </a>
+ </li>
+</ul>
+
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+</div>
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+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
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+                <h1>Simulation API</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#configuration">
+   Configuration
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#simulation-interface">
+   Simulation Interface
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#metrics-computation">
+   Metrics Computation
+  </a>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="simulation-api">
+<h1>Simulation API<a class="headerlink" href="#simulation-api" title="Permalink to this headline">#</a></h1>
+<a class="reference internal image-reference" href="../_images/simulation_api.svg"><img alt="" class="align-center" src="../_images/simulation_api.svg" width="2400px" /></a>
+<section id="configuration">
+<h2>Configuration<a class="headerlink" href="#configuration" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Configuration">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.simulation_api.</span></span><span class="sig-name descname"><span class="pre">Configuration</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">library</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layout</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_equipment</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Sequence</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">weather</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pd.DataFrame</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inflation_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">project_capacity</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fixed_costs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Path</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Path</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_year</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_year</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">SAM_settings</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port_distance</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_seed</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_generator</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">np.random._generator.Generator</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.simulation_api.Configuration" title="Permalink to this definition">#</a></dt>
+<dd><p>The <code class="docutils literal notranslate"><span class="pre">Simulation</span></code> configuration data class that provides all the necessary
+definitions.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>name</strong> (<em>str</em>) – Name of the simulation. Used for logging files.</p></li>
+<li><p><strong>library</strong> (<em>str</em>) – The data directory. See <code class="docutils literal notranslate"><span class="pre">wombat.simulation.WombatEnvironment</span></code> for more
+details.</p></li>
+<li><p><strong>layout</strong> (<em>str</em>) – The windfarm layout file. See <code class="docutils literal notranslate"><span class="pre">wombat.Windfarm</span></code> for more details.</p></li>
+<li><p><strong>service_equipment</strong> (<em>str | list[str]</em>) – The equpiment that will be used in the simulation. See
+<code class="docutils literal notranslate"><span class="pre">wombat.core.ServiceEquipment</span></code> for more details.</p></li>
+<li><p><strong>weather</strong> (<em>str</em>) – The weather profile to be used. See <code class="docutils literal notranslate"><span class="pre">wombat.simulation.WombatEnvironment</span></code>
+for more details.</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) – Starting hour for a typical work shift. Can be overridden by
+equipment-specific settings.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) – Ending hour for a typical work shift. Can be overridden by
+equipment-specific settings.</p></li>
+<li><p><strong>inflation_rate</strong> (<em>float</em>) – The annual inflation rate to be used for post-processing.</p></li>
+<li><p><strong>fixed_costs</strong> (<em>str</em>) – The file name for the fixed costs assumptions.</p></li>
+<li><p><strong>project_capacity</strong> (<em>int | float</em>) – The total capacity of the wind plant, in MW.</p></li>
+<li><p><strong>port</strong> (<em>dict | str | Path</em>) – The port configuration file or dictionary that will be used to setup a
+tow-to-port repair strategy, default None.</p></li>
+<li><p><strong>port_distance</strong> (<em>int | float</em>) – The simulation-wide daily travel distance for servicing equipment. This should
+be used as a base setting when multiple or all servicing equipment will be
+operating out of the same base location, but can be individually modified.</p></li>
+<li><p><strong>start_year</strong> (<em>int</em>) – Start year of the simulation. The exact date will be determined by
+the first valid date of this year in <code class="docutils literal notranslate"><span class="pre">weather</span></code>.</p></li>
+<li><p><strong>end_year</strong> (<em>int</em>) – Final year of the simulation. The exact date will be determined by
+the last valid date of this year in <code class="docutils literal notranslate"><span class="pre">weather</span></code>.</p></li>
+<li><p><strong>SAM_settings</strong> (<em>str</em>) – The SAM settings file to be used for financial modeling, optional, by
+default None.</p></li>
+<li><p><strong>non_operational_start</strong> (<em>str | datetime.datetime | None</em>) – The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level, an
+undefined or later starting date will be overridden for all servicing equipment
+and any modeled port, by default None.</p></li>
+<li><p><strong>non_operational_end</strong> (<em>str | datetime.datetime | None</em>) – The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level, an
+undefined or earlier ending date will be overridden for all servicing equipment
+and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed_start</strong> (<em>str | datetime.datetime | None</em>) – The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level, an
+undefined or later starting date will be overridden for all servicing equipment
+and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed_end</strong> (<em>str | datetime.datetime | None</em>) – The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level, an
+undefined or earlier ending date will be overridden for all servicing equipment
+and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed</strong> (<em>float</em>) – The maximum operating speed during the annualized reduced speed operations.
+When defined at the environment level, an undefined or faster value will be
+overridden for all servicing equipment and any modeled port, by default 0.0.</p></li>
+<li><p><strong>random_seed</strong> (<em>int | None</em>) – The random seed to be passed to a universal NumPy <code class="docutils literal notranslate"><span class="pre">default_rng</span></code> object to
+generate Weibull random generators, by default None.</p></li>
+<li><p><strong>random_generator</strong> (<em>np.random._generator.Generator | None</em>) – An optional numpy random generator that can be provided to seed a simulation
+with the same generator each time, in place of the random seed. If a
+<a class="reference internal" href="#wombat.core.simulation_api.Configuration.random_seed" title="wombat.core.simulation_api.Configuration.random_seed"><code class="xref py py-attr docutils literal notranslate"><span class="pre">random_seed</span></code></a> is also provided, this will override the random seed,
+by default None.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Configuration.non_operational_end">
+<span class="sig-name descname"><span class="pre">non_operational_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#wombat.core.simulation_api.Configuration.non_operational_end" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Configuration.non_operational_start">
+<span class="sig-name descname"><span class="pre">non_operational_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#wombat.core.simulation_api.Configuration.non_operational_start" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Configuration.port_distance">
+<span class="sig-name descname"><span class="pre">port_distance</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.simulation_api.Configuration.port_distance" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Configuration.random_generator">
+<span class="sig-name descname"><span class="pre">random_generator</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">numpy.random._generator.Generator</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#wombat.core.simulation_api.Configuration.random_generator" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Configuration.random_seed">
+<span class="sig-name descname"><span class="pre">random_seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#wombat.core.simulation_api.Configuration.random_seed" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Configuration.reduced_speed">
+<span class="sig-name descname"><span class="pre">reduced_speed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.simulation_api.Configuration.reduced_speed" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Configuration.reduced_speed_end">
+<span class="sig-name descname"><span class="pre">reduced_speed_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#wombat.core.simulation_api.Configuration.reduced_speed_end" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Configuration.reduced_speed_start">
+<span class="sig-name descname"><span class="pre">reduced_speed_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#wombat.core.simulation_api.Configuration.reduced_speed_start" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="simulation-interface">
+<h2>Simulation Interface<a class="headerlink" href="#simulation-interface" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.simulation_api.</span></span><span class="sig-name descname"><span class="pre">Simulation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">library_path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pathlib.Path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.simulation_api.Configuration" title="wombat.core.simulation_api.Configuration"><span class="pre">wombat.core.simulation_api.Configuration</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_seed</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_generator</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">numpy.random._generator.Generator</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.simulation_api.Simulation" title="Permalink to this definition">#</a></dt>
+<dd><p>The primary API to interact with the simulation methodologies.</p>
+<dl class="field-list">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul>
+<li><p><strong>library_path</strong> (<em>str</em>) – The path to the main data library.</p></li>
+<li><p><strong>config</strong> (<em>Configuration | dict | str</em>) –</p>
+<dl class="simple">
+<dt>One of the following:</dt><dd><ul class="simple">
+<li><p>A pre-loaded <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object</p></li>
+<li><p>A dictionary ready to be converted to a <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object</p></li>
+<li><p>The name of the configuration file to be loaded, that will be located at:
+<code class="docutils literal notranslate"><span class="pre">library_path</span></code> / config / <code class="docutils literal notranslate"><span class="pre">config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</li>
+<li><p><strong>random_seed</strong> (<em>int | None</em>) – The random seed to be passed to a universal NumPy <code class="docutils literal notranslate"><span class="pre">default_rng</span></code> object to
+generate Weibull random generators, by default None.</p></li>
+<li><p><strong>random_generator</strong> (<em>np.random._generator.Generator | None</em>) – An optional numpy random generator that can be provided to seed a simulation
+with the same generator each time, in place of the random seed. If a
+<a class="reference internal" href="#wombat.core.simulation_api.Simulation.random_seed" title="wombat.core.simulation_api.Simulation.random_seed"><code class="xref py py-attr docutils literal notranslate"><span class="pre">random_seed</span></code></a> is also provided, this will override the random seed,
+by default None.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation.from_config">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pathlib.Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#wombat.core.simulation_api.Configuration" title="wombat.core.simulation_api.Configuration"><span class="pre">wombat.core.simulation_api.Configuration</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.simulation_api.Simulation.from_config" title="Permalink to this definition">#</a></dt>
+<dd><p>Creates the <code class="docutils literal notranslate"><span class="pre">Simulation</span></code> object only the configuration contents as either a
+full file path to the configuration file, a dictionary of the configuration
+contents, or pre-loaded <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>config</strong> (<em>str | Path | dict | Configuration</em>) – The simulation configuration, see <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> for more details on the
+contents. The following is a description of the acceptable contents:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">str</span></code> : the full file path of the configuration yaml file.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">dict</span></code> : a dictionary with the requried configuration settings.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Configuration</span></code> : a pre-created <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><p><strong>TypeError</strong> – Raised if <code class="docutils literal notranslate"><span class="pre">config</span></code> is not one of the three acceptable input types.</p>
+</dd>
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p>A ready-to-run <code class="docutils literal notranslate"><span class="pre">Simulation</span></code> object.</p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p><a class="reference internal" href="#wombat.core.simulation_api.Simulation" title="wombat.core.simulation_api.Simulation">Simulation</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation.random_generator">
+<span class="sig-name descname"><span class="pre">random_generator</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">numpy.random._generator.Generator</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#wombat.core.simulation_api.Simulation.random_generator" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation.random_seed">
+<span class="sig-name descname"><span class="pre">random_seed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></em><a class="headerlink" href="#wombat.core.simulation_api.Simulation.random_seed" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation.run">
+<span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">until</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">simpy.events.Event</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">create_metrics</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">save_metrics_inputs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.simulation_api.Simulation.run" title="Permalink to this definition">#</a></dt>
+<dd><p>Calls <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.run()</span></code> and gathers the results for
+post-processing. See <code class="docutils literal notranslate"><span class="pre">wombat.simulation.WombatEnvironment.run</span></code> or
+<code class="docutils literal notranslate"><span class="pre">simpy.Environment.run</span></code> for more details.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>until</strong> (<em>Optional[int | float | Event], optional</em>) – When to stop the simulation, by default None. See documentation on
+<code class="docutils literal notranslate"><span class="pre">simpy.Environment.run</span></code> for more details.</p></li>
+<li><p><strong>create_metrics</strong> (<em>bool, optional</em>) – If True, the metrics object will be created, and not, if False, by default
+True.</p></li>
+<li><p><strong>save_metrics_inputs</strong> (<em>bool, optional</em>) – If True, the metrics inputs data will be saved to a yaml file, with file
+references to any larger data structures that can be reloaded later. If
+False, the data will not be saved, by default True.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation.save_metrics_inputs">
+<span class="sig-name descname"><span class="pre">save_metrics_inputs</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.simulation_api.Simulation.save_metrics_inputs" title="Permalink to this definition">#</a></dt>
+<dd><p>Saves the inputs for the <cite>Metrics</cite> initialization with either a direct
+copy of the data or a file reference that can be loaded later.</p>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="metrics-computation">
+<h2>Metrics Computation<a class="headerlink" href="#metrics-computation" title="Permalink to this headline">#</a></h2>
+<p>For example usage of the Metrics class and its associated methods, please see the <a class="reference internal" href="../examples/metrics_demonstration.html"><span class="doc std std-doc">examples documentation page</span></a></p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.post_processor.</span></span><span class="sig-name descname"><span class="pre">Metrics</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data_dir</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pathlib.Path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas.core.frame.DataFrame</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas.core.frame.DataFrame</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">potential</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas.core.frame.DataFrame</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">production</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas.core.frame.DataFrame</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inflation_rate</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">project_capacity</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbine_capacities</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">substation_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbine_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">substation_turbine_map</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_equipment_names</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fixed_costs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">SAM_settings</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.post_processor.Metrics" title="Permalink to this definition">#</a></dt>
+<dd><p>The metric computation class for storing logs and compiling results.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.from_simulation_outputs">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_simulation_outputs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fpath</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">pathlib.Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fname</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#wombat.core.post_processor.Metrics" title="wombat.core.post_processor.Metrics"><span class="pre">wombat.core.post_processor.Metrics</span></a></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.from_simulation_outputs" title="Permalink to this definition">#</a></dt>
+<dd><p>Creates the Metrics class from the saved outputs of a simulation for ease of
+revisiting the calculated metrics.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>fpath</strong> (<em>Path | str</em>) – The full path to the file where the data was saved.</p></li>
+<li><p><strong>fname</strong> (<em>Path | str</em>) – The filename for where the data was saved, which should be a direct
+dictionary mapping for the Metrics initialization.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The class object.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p><a class="reference internal" href="#wombat.core.post_processor.Metrics" title="wombat.core.post_processor.Metrics">Metrics</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.time_based_availability">
+<span class="sig-name descname"><span class="pre">time_based_availability</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.time_based_availability" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the time-based availabiliy over a project’s lifetime as a single
+value, annual average, or monthly average for the whole windfarm or by turbine.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This currently assumes that if there are multiple substations, that
+the turbines are all connected to multiple.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>by</strong> (<em>str</em>) – One of “windfarm” or “turbine”.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The time-based availability at the desired aggregation level.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.production_based_availability">
+<span class="sig-name descname"><span class="pre">production_based_availability</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.production_based_availability" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the production-based availabiliy over a project’s lifetime as a
+single value, annual average, or monthly average for the whole windfarm or by
+turbine.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This currently assumes that if there are multiple substations, that
+the turbines are all connected to multiple.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>by</strong> (<em>str</em>) – One of “windfarm” or “turbine”.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The production-based availability at the desired aggregation level.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.capacity_factor">
+<span class="sig-name descname"><span class="pre">capacity_factor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">which</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.capacity_factor" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the capacity factor over a project’s lifetime as a single value,
+annual average, or monthly average for the whole windfarm or by turbine.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This currently assumes that if there are multiple substations, that
+the turbines are all connected to multiple.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>which</strong> (<em>str</em>) – One of “net” or “gross”.</p></li>
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>by</strong> (<em>str</em>) – One of “windfarm” or “turbine”.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The capacity factor at the desired aggregation level.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.task_completion_rate">
+<span class="sig-name descname"><span class="pre">task_completion_rate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">which</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.task_completion_rate" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the task completion rate over a project’s lifetime as a single
+value, annual average, or monthly average for the whole windfarm or by turbine.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This currently assumes that if there are multiple substations, that
+the turbines are all connected to multiple.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>which</strong> (<em>str</em>) – One of “scheduled”, “unscheduled”, or “both”.</p></li>
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The task completion rate at the desired aggregation level.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float | pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.equipment_costs">
+<span class="sig-name descname"><span class="pre">equipment_costs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_equipment</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.equipment_costs" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the equipment costs for the simulation at a project, annual, or
+monthly level with (or without) respect to equipment utilized in the simulation.
+This excludes any port fees that might apply, which are included in:
+<code class="docutils literal notranslate"><span class="pre">port_fees</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>by_equipment</strong> (<em>bool, optional</em>) – Indicates whether the values are with resepect to the equipment utilized
+(True) or not (False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><dl class="simple">
+<dt>Returns pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</dt><dd><ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>then any equipment names as they appear in the logs</p></li>
+</ul>
+</dd>
+</dl>
+</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of “project”, “annual”, “monthly”, or
+    “month-year”.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">by_equipment</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.service_equipment_utilization">
+<span class="sig-name descname"><span class="pre">service_equipment_utilization</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.service_equipment_utilization" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the utilization rate for each of the service equipment in the
+simulation  as the ratio of total number of days each of the servicing
+equipment is in operation over the total number of days it’s present in the
+simulation. This number excludes mobilization time and the time between
+visits for scheduled servicing equipment strategies.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>For tugboats in a tow-to-port scenario, this ratio will be near
+100% because they are considered to be operating on an as-needed basis per
+the port contracting assumptions</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>frequency</strong> (<em>str</em>) – One of “project” or “annual”.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The utilization rate of each of the simulation <code class="docutils literal notranslate"><span class="pre">SerivceEquipment</span></code>.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of “project” or “annual”.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea">
+<span class="sig-name descname"><span class="pre">vessel_crew_hours_at_sea</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_equipment</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">vessel_crew_assumption</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{}</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the total number of crew hours at sea that occurred during a
+simulation at a project, annual, or monthly level that can be broken out by
+servicing equipment. This includes time mobilizing, delayed at sea, servicing,
+towing, and traveling.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This metric is intended to be used for offshore wind simulations.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>by_equipment</strong> (<em>bool, optional</em>) – Indicates whether the values are with resepect to each tugboat (True) or not
+(False), by default False.</p></li>
+<li><p><strong>vessel_crew_assumption</strong> (<em>dict[str, float], optional</em>) – Dictionary of vessel names (<code class="docutils literal notranslate"><span class="pre">ServiceEquipment.settings.name</span></code>) and number
+of crew members aboard to trannsform the results from vessel hours at sea
+to crew hours at sea.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><p>Returns a pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</p>
+<ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>Total Crew Hours at Sea</p></li>
+<li><p>{ServiceEquipment.settings.name} (if broken out)</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of “project”, “annual”, “monthly”, or
+    “month-year”.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">by_equipment</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">vessel_crew_assumption</span></code> is not a dictionary.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.number_of_tows">
+<span class="sig-name descname"><span class="pre">number_of_tows</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_tug</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_direction</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.number_of_tows" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the total number of tows that occurred during a simulation at a
+project, annual, or monthly level that can be broken out by tugboat.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>by_tug</strong> (<em>bool, optional</em>) – Indicates whether the values are with resepect to each tugboat (True) or not
+(False), by default False.</p></li>
+<li><p><strong>by_direction</strong> (<em>bool, optional</em>) – Indicates whether the values are with respect to the direction a turbine is
+towed (True) or not (False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><p>Returns either a float for whole project-level costs or a pandas
+<code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</p>
+<ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>total_tows</p></li>
+<li><p>total_tows_to_port (if broken out)</p></li>
+<li><p>total_tows_to_site (if broken out)</p></li>
+<li><p>{ServiceEquipment.settings.name}_total_tows (if broken out)</p></li>
+<li><p>{ServiceEquipment.settings.name}_to_port (if broken out)</p></li>
+<li><p>{ServiceEquipment.settings.name}_to_site (if broken out)</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float | pd.DataFrame</p>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of “project”, “annual”, “monthly”, or
+    “month-year”.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">by_tug</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">by_direction</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.labor_costs">
+<span class="sig-name descname"><span class="pre">labor_costs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_type</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.labor_costs" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the labor costs for the simulation at a project, annual, or
+monthly level that can be broken out by hourly and salary labor costs.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>by_type</strong> (<em>bool, optional</em>) – Indicates whether the values are with resepect to the labor types
+(True) or not (False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><p>Returns either a float for whole project-level costs or a pandas
+<code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</p>
+<ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>total_labor_cost</p></li>
+<li><p>hourly_labor_cost (if broken out)</p></li>
+<li><p>salary_labor_cost (if broken out)</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float | pd.DataFrame</p>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of “project”, “annual”, “monthly”, or
+    “month-year”.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">by_type</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.equipment_labor_cost_breakdowns">
+<span class="sig-name descname"><span class="pre">equipment_labor_cost_breakdowns</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_category</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.equipment_labor_cost_breakdowns" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the producitivty cost breakdowns for the simulation at a project,
+annual, or monthly level that can be broken out to include the equipment and
+labor components.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Doesn’t produce a value if there’s no cost associated with a “reason”.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>by_category</strong> (<em>bool, optional</em>) – Indicates whether to include the equipment and labor categories (True) or
+not (False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><dl class="simple">
+<dt>Returns pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</dt><dd><ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>reason</p></li>
+<li><p>hourly_labor_cost (if by_category == <code class="docutils literal notranslate"><span class="pre">True</span></code>)</p></li>
+<li><p>salary_labor_cost (if by_category == <code class="docutils literal notranslate"><span class="pre">True</span></code>)</p></li>
+<li><p>total_labor_cost (if by_category == <code class="docutils literal notranslate"><span class="pre">True</span></code>)</p></li>
+<li><p>equipment_cost (if by_category == <code class="docutils literal notranslate"><span class="pre">True</span></code>)</p></li>
+<li><p>total_cost (if broken out)</p></li>
+</ul>
+</dd>
+</dl>
+</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of “project”, “annual”, “monthly”, or
+    “month-year”.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">by_category</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.component_costs">
+<span class="sig-name descname"><span class="pre">component_costs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_category</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_action</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.component_costs" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the component costs for the simulation at a project, annual, or
+monthly level that can be broken out by cost categories. This will not sum to
+the total cost because it is does not include times where there is no work being
+done, but costs are being accrued.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>It should be noted that the costs will include costs accrued from both
+weather delays and shift-to-shift delays. In the future these will be
+disentangled.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>by_category</strong> (<em>bool, optional</em>) – Indicates whether the values are with resepect to the various cost
+categories (True) or not (False), by default False.</p></li>
+<li><p><strong>by_action</strong> (<em>bool, optional</em>) – Indicates whether component costs are going to be further broken out by the
+action being performed–repair, maintenance, and delay–(True) or not
+(False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><p>Returns either a float for whole project-level costs or a pandas
+<code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</p>
+<ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>component</p></li>
+<li><p>action (if broken out)</p></li>
+<li><p>materials_cost (if broken out)</p></li>
+<li><p>total_labor_cost (if broken out)</p></li>
+<li><p>equipment_cost (if broken out)</p></li>
+<li><p>total_cost</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float | pd.DataFrame</p>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of “project”, “annual”, “monthly”, or
+    “month-year”.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">by_category</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">by_action</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.project_fixed_costs">
+<span class="sig-name descname"><span class="pre">project_fixed_costs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">resolution</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.project_fixed_costs" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the fixed costs of a project at the project and annual frequencies
+at a given cost breakdown resolution.</p>
+<dl class="field-list">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul>
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project” or “annual”, “monthly”, “.</p></li>
+<li><p><strong>resolution</strong> (<em>st</em>) – One of “low”, “medium”, or “high”, where the values correspond to:</p>
+<ul class="simple">
+<li><p>low: <code class="docutils literal notranslate"><span class="pre">FixedCosts.resolution[&quot;low&quot;]</span></code>, corresponding to itemized costs.</p></li>
+<li><p>medium: <code class="docutils literal notranslate"><span class="pre">FixedCosts.resolution[&quot;medium&quot;]</span></code>, corresponding to the
+overarching cost categories.</p></li>
+<li><p>high: <code class="docutils literal notranslate"><span class="pre">FixedCosts.resolution[&quot;high&quot;]</span></code>, corresponding to a lump sum.</p></li>
+</ul>
+<p>These values can also be seen through the <code class="docutils literal notranslate"><span class="pre">FixedCosts.hierarchy</span></code></p>
+</li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The project’s fixed costs as a sum or annualized with high, medium, and low
+resolution as desired.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> not one of “project” or “annual”.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">resolution</span></code> must be one of “low”, “medium”, or “high”.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.opex">
+<span class="sig-name descname"><span class="pre">opex</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.opex" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the project’s OpEx for the simulation at a project, annual, or
+monthly level.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>frequency</strong> (<em>str</em>) – One of project, annual, monthly, or month-year.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The project’s OpEx broken out at the desired time resolution.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.process_times">
+<span class="sig-name descname"><span class="pre">process_times</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.process_times" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the time, in hours, to complete a repair/maintenance request, on
+both a request to completion basis, and the actual time to complete the repair.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p><ul class="simple">
+<li><p>category (index): repair/maintenance category</p></li>
+<li><p>time_to_completion: total number of hours from the time of request to the
+time of completion</p></li>
+<li><p>process_time: total number of hours it took for the equipment to complete</p></li>
+<li><p>the request.</p></li>
+<li><p>downtime: total number of hours where the operations were below 100%.</p></li>
+<li><p>N: total number of processes in the category.</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.power_production">
+<span class="sig-name descname"><span class="pre">power_production</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'windfarm'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">units</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'gwh'</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.power_production" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the power production for the simulation at a project, annual, or
+monthly level that can be broken out by turbine.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>by</strong> (<em>str</em>) – One of “windfarm” or “turbine”.</p></li>
+<li><p><strong>units</strong> (<em>str</em>) – One of “gwh”, “mwh”, or “kwh”.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><p>Returns either a float for whole project-level costs or a pandas
+<code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</p>
+<ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>total_power_production</p></li>
+<li><p>&lt;turbine_id&gt;_power_production (if broken out)</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float | pd.DataFrame</p>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of “project”, “annual”, “monthly”, or
+    “month-year”.</p></li>
+<li><p><strong>ValueError</strong> – If <code class="docutils literal notranslate"><span class="pre">by_turbine</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.npv">
+<span class="sig-name descname"><span class="pre">npv</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">discount_rate</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0.025</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">offtake_price</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">80</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.npv" title="Permalink to this definition">#</a></dt>
+<dd><p>Calculates the net present value of the windfarm at a project, annual, or
+monthly resolution given a base discount rate and offtake price.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This function will be improved over time to incorporate more of the
+financial parameter at play, such as PPAs.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) – One of “project”, “annual”, “monthly”, or “month-year”.</p></li>
+<li><p><strong>discount_rate</strong> (<em>float, optional</em>) – The rate of return that could be earned on alternative investments, by
+default 0.025.</p></li>
+<li><p><strong>offtake_price</strong> (<em>float, optional</em>) – Price of energy, per MWh, by default 80.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>The project net prsent value at the desired time resolution.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.pysam_npv">
+<span class="sig-name descname"><span class="pre">pysam_npv</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.pysam_npv" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the project-level after-tax net present values (NPV).</p>
+<p>See here for more:
+<a class="reference external" href="https://nrel-pysam.readthedocs.io/en/master/modules/Singleowner.html#PySAM.Singleowner.Singleowner.Outputs.cf_project_return_aftertax_npv">https://nrel-pysam.readthedocs.io/en/master/modules/Singleowner.html#PySAM.Singleowner.Singleowner.Outputs.cf_project_return_aftertax_npv</a></p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>PySAM functionality is currently disabled due to changes made in the new API
+that need to be remapped.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Raises</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>NotImplementedError</strong> – Raised if a PySAM input file is not provided to run the:</p></li>
+<li><p><strong>model.</strong> – </p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Final, project-level NPV, in $.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.pysam_lcoe_real">
+<span class="sig-name descname"><span class="pre">pysam_lcoe_real</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.pysam_lcoe_real" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the real levelized cost of energy (LCOE) from PySAM.</p>
+<p>See here for more:
+<a class="reference external" href="https://nrel-pysam.readthedocs.io/en/master/modules/Singleowner.html#PySAM.Singleowner.Singleowner.Outputs.lcoe_real">https://nrel-pysam.readthedocs.io/en/master/modules/Singleowner.html#PySAM.Singleowner.Singleowner.Outputs.lcoe_real</a></p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>PySAM functionality is currently disabled due to changes made in the new API
+that need to be remapped.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Raises</dt>
+<dd class="field-odd"><p><strong>NotImplementedError</strong> – Raised if a PySAM input file is not provided to run the: model.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Real LCOE, in $/kW.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.pysam_lcoe_nominal">
+<span class="sig-name descname"><span class="pre">pysam_lcoe_nominal</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.pysam_lcoe_nominal" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the nominal levelized cost of energy (LCOE) from PySAM.</p>
+<p>See here for more:
+<a class="reference external" href="https://nrel-pysam.readthedocs.io/en/master/modules/Singleowner.html#PySAM.Singleowner.Singleowner.Outputs.lcoe_nom">https://nrel-pysam.readthedocs.io/en/master/modules/Singleowner.html#PySAM.Singleowner.Singleowner.Outputs.lcoe_nom</a></p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>PySAM functionality is currently disabled due to changes made in the new API
+that need to be remapped.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Raises</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>NotImplementedError</strong> – Raised if a PySAM input file is not provided to run the:</p></li>
+<li><p><strong>model.</strong> – </p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Nominal LCOE, in $/kW.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>float</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.pysam_irr">
+<span class="sig-name descname"><span class="pre">pysam_irr</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.pysam_irr" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the project-level after-tax internal return rate (IRR).</p>
+<p>See here for more:
+<a class="reference external" href="https://nrel-pysam.readthedocs.io/en/master/modules/Singleowner.html#PySAM.Singleowner.Singleowner.Outputs.cf_project_return_aftertax_irr">https://nrel-pysam.readthedocs.io/en/master/modules/Singleowner.html#PySAM.Singleowner.Singleowner.Outputs.cf_project_return_aftertax_irr</a></p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>PySAM functionality is currently disabled due to changes made in the new API
+that need to be remapped.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Raises</dt>
+<dd class="field-odd"><p><strong>NotImplementedError</strong> – Raised if a PySAM input file is not provided to run the: model.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Annual after-tax IRR value, in %.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.pysam_all_outputs">
+<span class="sig-name descname"><span class="pre">pysam_all_outputs</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">pandas.core.frame.DataFrame</span></span></span><a class="headerlink" href="#wombat.core.post_processor.Metrics.pysam_all_outputs" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns all the possible PySAM outputs that are included in this module as
+columns in the following order.</p>
+<ul class="simple">
+<li><p>NPV</p></li>
+<li><p>Nominal LCOE</p></li>
+<li><p>Real LOCE</p></li>
+<li><p>IRR</p></li>
+</ul>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>PySAM functionality is currently disabled due to changes made in the new API
+that need to be remapped.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Raises</dt>
+<dd class="field-odd"><p><strong>NotImplementedError</strong> – Raised if a PySAM input file is not provided to run the: model.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p>Project financial values values.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>pd.DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
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+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
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+ <span class="caption-text">
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+     Servicing Strategies
+    </a>
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+   <li class="toctree-l2">
+    <a class="reference internal" href="../examples/metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
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+    <a class="reference internal" href="../examples/examples_reference.html">
+     Examples Reference
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+    </div>
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+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#what-is-this-fromdictmixin-i-keep-seeing-in-the-code-diagrams">
+   What is this FromDictMixin I keep seeing in the code diagrams?
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#maintenance-tasks">
+   Maintenance Tasks
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#failures">
+   Failures
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#service-equipment">
+   Service Equipment
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#servicecrew">
+   ServiceCrew
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#scheduled-service-equipment">
+   Scheduled Service Equipment
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#unscheduled-service-equipment">
+   Unscheduled Service Equipment
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#subassembly-model">
+   Subassembly Model
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#fixed-cost-model">
+   Fixed Cost Model
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#repair-requests">
+   Repair Requests
+  </a>
+ </li>
+</ul>
+
+    </nav>
+</div>
+    </div>
+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
+            <div id="jb-print-docs-body" class="onlyprint">
+                <h1>Data Classes</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#what-is-this-fromdictmixin-i-keep-seeing-in-the-code-diagrams">
+   What is this FromDictMixin I keep seeing in the code diagrams?
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#maintenance-tasks">
+   Maintenance Tasks
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#failures">
+   Failures
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#service-equipment">
+   Service Equipment
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#servicecrew">
+   ServiceCrew
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#scheduled-service-equipment">
+   Scheduled Service Equipment
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#unscheduled-service-equipment">
+   Unscheduled Service Equipment
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#subassembly-model">
+   Subassembly Model
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#fixed-cost-model">
+   Fixed Cost Model
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#repair-requests">
+   Repair Requests
+  </a>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="data-classes">
+<h1>Data Classes<a class="headerlink" href="#data-classes" title="Permalink to this headline">#</a></h1>
+<p>The WOMBAT architecture relies heavily on a base set of data classes to process most of
+the model’s inputs. This enables a rigid, yet robust data model to properly define a
+simulation.</p>
+<a class="reference internal image-reference" href="../_images/data_classes.svg"><img alt="" class="align-center" src="../_images/data_classes.svg" width="2400px" /></a>
+<section id="what-is-this-fromdictmixin-i-keep-seeing-in-the-code-diagrams">
+<h2>What is this FromDictMixin I keep seeing in the code diagrams?<a class="headerlink" href="#what-is-this-fromdictmixin-i-keep-seeing-in-the-code-diagrams" title="Permalink to this headline">#</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">FromDictMixin</span></code> class provides a standard method for providing dictionary definitions
+to <code class="docutils literal notranslate"><span class="pre">attrs</span></code> dataclasses without worrying about overloading the definition. Plus, you get
+the convenience of writing <code class="docutils literal notranslate"><span class="pre">cls.from_dict(data_dict)</span></code> instead of cls(**data_dict), and
+hoping for the best.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.FromDictMixin">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">FromDictMixin</span></span><a class="headerlink" href="#wombat.core.data_classes.FromDictMixin" title="Permalink to this definition">#</a></dt>
+<dd><p>A Mixin class to allow for kwargs overloading when a data class doesn’t
+have a specific parameter definied. This allows passing of larger dictionaries
+to a data class without throwing an error.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Raises</dt>
+<dd class="field-odd"><p><strong>AttributeError</strong> – Raised if the required class inputs are not provided.</p>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.FromDictMixin.from_dict">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_dict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.data_classes.FromDictMixin.from_dict" title="Permalink to this definition">#</a></dt>
+<dd><p>Map a data dictionary to an <cite>attrs</cite>-defined class.</p>
+<p>TODO: Add an error to ensure that either none or all the parameters are passed</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>data</strong> (<em>dict</em>) – The data dictionary to be mapped.</p>
+</dd>
+<dt class="field-even">Returns</dt>
+<dd class="field-even"><p><strong>cls</strong> – The <cite>attrs</cite>-defined class.</p>
+</dd>
+<dt class="field-odd">Return type</dt>
+<dd class="field-odd"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="maintenance-tasks">
+<h2>Maintenance Tasks<a class="headerlink" href="#maintenance-tasks" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Maintenance">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">Maintenance</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">time</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materials</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_equipment</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Sequence</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'routine</span> <span class="pre">maintenance'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operation_reduction</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.data_classes.Maintenance" title="Permalink to this definition">#</a></dt>
+<dd><p>Data class to store maintenance data used in subassembly and cable modeling.</p>
+<dl class="field-list">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul>
+<li><p><strong>time</strong> (<em>float</em>) – Amount of time required to perform maintenance, in hours.</p></li>
+<li><p><strong>materials</strong> (<em>float</em>) – Cost of materials required to perform maintenance, in USD.</p></li>
+<li><p><strong>frequency</strong> (<em>float</em>) – Optimal number of days between performing maintenance, in days.</p></li>
+<li><p><strong>service_equipment</strong> (<em>list[str] | str</em>) – Any combination of th following <code class="docutils literal notranslate"><span class="pre">Equipment.capability</span></code> options.</p>
+<ul class="simple">
+<li><p>RMT: remote (no actual equipment BUT no special implementation)</p></li>
+<li><p>DRN: drone</p></li>
+<li><p>CTV: crew transfer vessel/vehicle</p></li>
+<li><p>SCN: small crane (i.e., field support vessel)</p></li>
+<li><p>LCN: large crane (i.e., heavy lift vessel)</p></li>
+<li><p>CAB: cabling vessel/vehicle</p></li>
+<li><p>DSV: diving support vessel</p></li>
+<li><p>TOW: tugboat or towing equipment</p></li>
+<li><p>AHV: anchor handling vessel (tugboat that doesn’t trigger tow-to-port)</p></li>
+</ul>
+</li>
+<li><p><strong>system_value</strong> (<em>Union[int, float]</em>) – Turbine replacement value. Used if the materials cost is a proportional cost.</p></li>
+<li><p><strong>description</strong> (<em>str</em>) – A short text description to be used for logging.</p></li>
+<li><p><strong>operation_reduction</strong> (<em>float</em>) – Performance reduction caused by the failure, between (0, 1]. Defaults to 0.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>As of v0.7, availability is very sensitive to the usage of this
+parameter, and so it should be used carefully.</p>
+</div>
+</li>
+<li><p><strong>level</strong> (<em>int, optional</em>) – Severity level of the maintenance. Defaults to 0.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Maintenance.assign_id">
+<span class="sig-name descname"><span class="pre">assign_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.data_classes.Maintenance.assign_id" title="Permalink to this definition">#</a></dt>
+<dd><p>Assign a unique identifier to the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>request_id</strong> (<em>str</em>) – The <code class="docutils literal notranslate"><span class="pre">wombat.core.RepairManager</span></code> generated identifier.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Maintenance.replacement">
+<span class="sig-name descname"><span class="pre">replacement</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#wombat.core.data_classes.Maintenance.replacement" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Maintenance.request_id">
+<span class="sig-name descname"><span class="pre">request_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#wombat.core.data_classes.Maintenance.request_id" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Maintenance.service_equipment">
+<span class="sig-name descname"><span class="pre">service_equipment</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#wombat.core.data_classes.Maintenance.service_equipment" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="failures">
+<h2>Failures<a class="headerlink" href="#failures" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">Failure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">scale</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shape</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">time</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materials</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operation_reduction</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_equipment</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Sequence</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rng</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">numpy.random._generator.Generator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">replacement</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'failure'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.data_classes.Failure" title="Permalink to this definition">#</a></dt>
+<dd><p>Data class to store failure data used in subassembly and cable modeling.</p>
+<dl class="field-list">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul>
+<li><p><strong>scale</strong> (<em>float</em>) – Weibull scale parameter for a failure classification.</p></li>
+<li><p><strong>shape</strong> (<em>float</em>) – Weibull shape parameter for a failure classification.</p></li>
+<li><p><strong>time</strong> (<em>float</em>) – Amount of time required to complete the repair, in hours.</p></li>
+<li><p><strong>materials</strong> (<em>float</em>) – Cost of the materials required to complete the repair, in $USD.</p></li>
+<li><p><strong>operation_reduction</strong> (<em>float</em>) – Performance reduction caused by the failure, between (0, 1].</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>As of v0.7, availability is very sensitive to the usage of this
+parameter, and so it should be used carefully.</p>
+</div>
+</li>
+<li><p><strong>level</strong> (<em>int, optional</em>) – Level of severity, will be generated in the <code class="docutils literal notranslate"><span class="pre">ComponentData.create_severities</span></code>
+method.</p></li>
+<li><p><strong>service_equipment</strong> (<em>list[str] | str</em>) – Any combination of the following <code class="docutils literal notranslate"><span class="pre">Equipment.capability</span></code> options:</p>
+<ul class="simple">
+<li><p>RMT: remote (no actual equipment BUT no special implementation)</p></li>
+<li><p>DRN: drone</p></li>
+<li><p>CTV: crew transfer vessel/vehicle</p></li>
+<li><p>SCN: small crane (i.e., field support vessel)</p></li>
+<li><p>LCN: large crane (i.e., heavy lift vessel)</p></li>
+<li><p>CAB: cabling vessel/vehicle</p></li>
+<li><p>DSV: diving support vessel</p></li>
+<li><p>TOW: tugboat or towing equipment</p></li>
+<li><p>AHV: anchor handling vessel (tugboat that doesn’t trigger tow-to-port)</p></li>
+</ul>
+</li>
+<li><p><strong>system_value</strong> (<em>Union[int, float]</em>) – Turbine replacement value. Used if the materials cost is a proportional cost.</p></li>
+<li><p><strong>replacement</strong> (<em>bool</em>) – True if triggering the failure requires a subassembly replacement, False, if
+only a repair is necessary. Defaults to False</p></li>
+<li><p><strong>description</strong> (<em>str</em>) – A short text description to be used for logging.</p></li>
+<li><p><strong>rng</strong> (<em>np.random._generator.Generator</em>) –</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Do not provide this, it comes from
+<a class="reference internal" href="simulation.html#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><code class="xref py py-class docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment</span></code></a></p>
+</div>
+<p>The shared random generator used for the Weibull sampling. This is fed through
+the simulation environment to ensure consistent seeding between simulations.</p>
+</li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure.assign_id">
+<span class="sig-name descname"><span class="pre">assign_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.data_classes.Failure.assign_id" title="Permalink to this definition">#</a></dt>
+<dd><p>Assign a unique identifier to the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>request_id</strong> (<em>str</em>) – The <code class="docutils literal notranslate"><span class="pre">wombat.core.RepairManager</span></code> generated identifier.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure.hours_to_next_failure">
+<span class="sig-name descname"><span class="pre">hours_to_next_failure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.data_classes.Failure.hours_to_next_failure" title="Permalink to this definition">#</a></dt>
+<dd><p>Sample the next time to failure in a Weibull distribution. If the <code class="docutils literal notranslate"><span class="pre">scale</span></code>
+and <code class="docutils literal notranslate"><span class="pre">shape</span></code> parameters are set to 0, then the model will return <code class="docutils literal notranslate"><span class="pre">None</span></code> to
+cause the subassembly to timeout to the end of the simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p>Returns <code class="docutils literal notranslate"><span class="pre">None</span></code> for a non-modelled failure, or the time until the next
+simulated failure.</p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>float | None</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure.replacement">
+<span class="sig-name descname"><span class="pre">replacement</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#wombat.core.data_classes.Failure.replacement" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure.request_id">
+<span class="sig-name descname"><span class="pre">request_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#wombat.core.data_classes.Failure.request_id" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure.rng">
+<span class="sig-name descname"><span class="pre">rng</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">numpy.random._generator.Generator</span></em><a class="headerlink" href="#wombat.core.data_classes.Failure.rng" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure.service_equipment">
+<span class="sig-name descname"><span class="pre">service_equipment</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#wombat.core.data_classes.Failure.service_equipment" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="service-equipment">
+<h2>Service Equipment<a class="headerlink" href="#service-equipment" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ServiceEquipmentData">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">ServiceEquipmentData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data_dict</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">strategy</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.data_classes.ServiceEquipmentData" title="Permalink to this definition">#</a></dt>
+<dd><p>Helps to determine the type ServiceEquipment that should be used, based on the
+repair strategy for its operation. See
+<code class="xref py py-class docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData</span></code> or
+<code class="xref py py-class docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData</span></code> for more details on each
+classifcation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>data_dict</strong> (<em>dict</em>) – The dictionary that will be used to create the appropriate ServiceEquipmentData.
+This should contain a field called ‘strategy’ with either “scheduled” or
+“unscheduled” as a value if strategy is not provided as a keyword argument.</p></li>
+<li><p><strong>strategy</strong> (<em>str, optional</em>) – Should be one of “scheduled”, “requests”, “downtime”. If nothing is provided,
+the equipment configuration will be checked.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Raises</dt>
+<dd class="field-even"><p><strong>ValueError</strong> – Raised if <code class="docutils literal notranslate"><span class="pre">strategy</span></code> is not one of “scheduled” or “unscheduled”.</p>
+</dd>
+</dl>
+<p class="rubric">Examples</p>
+<p>The below workflow is how a new data
+<code class="xref py py-class docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData</span></code> object could be created via
+a generic/routinized creation method, and is how the
+<code class="xref py py-class docutils literal notranslate"><span class="pre">ServiceEquipment</span></code>’s <code class="docutils literal notranslate"><span class="pre">__init__</span></code> method creates the
+settings data.</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">wombat.core.data_classes</span> <span class="kn">import</span>  <span class="n">ServiceEquipmentData</span>
+<span class="gp">&gt;&gt;&gt;</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">data_dict</span> <span class="o">=</span> <span class="p">{</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="s2">&quot;Crew Transfer Vessel 1&quot;</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;equipment_rate&quot;</span><span class="p">:</span> <span class="mi">1750</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;start_month&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;start_day&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;end_month&quot;</span><span class="p">:</span> <span class="mi">12</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;end_day&quot;</span><span class="p">:</span> <span class="mi">31</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;start_year&quot;</span><span class="p">:</span> <span class="mi">2002</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;end_year&quot;</span><span class="p">:</span> <span class="mi">2014</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;onsite&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;capability&quot;</span><span class="p">:</span> <span class="s2">&quot;CTV&quot;</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;max_severity&quot;</span><span class="p">:</span> <span class="mi">10</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;mobilization_cost&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;mobilization_days&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;speed&quot;</span><span class="p">:</span> <span class="mf">37.04</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;max_windspeed_transport&quot;</span><span class="p">:</span> <span class="mi">99</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;max_windspeed_repair&quot;</span><span class="p">:</span> <span class="mi">99</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;max_waveheight_transport&quot;</span><span class="p">:</span> <span class="mf">1.5</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;max_waveheight_repair&quot;</span><span class="p">:</span> <span class="mf">1.5</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;strategy&quot;</span><span class="p">:</span> <span class="n">scheduled</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;crew_transfer_time&quot;</span><span class="p">:</span> <span class="mf">0.25</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;n_crews&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;crew&quot;</span><span class="p">:</span> <span class="p">{</span>
+<span class="gp">&gt;&gt;&gt; </span>        <span class="s2">&quot;day_rate&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>        <span class="s2">&quot;n_day_rate&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>        <span class="s2">&quot;hourly_rate&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>        <span class="s2">&quot;n_hourly_rate&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="p">},</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="p">}</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">equipment</span> <span class="o">=</span> <span class="n">ServiceEquipmentData</span><span class="p">(</span><span class="n">data_dict</span><span class="p">)</span><span class="o">.</span><span class="n">determine_type</span><span class="p">()</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="nb">type</span><span class="p">(</span><span class="n">equipment</span><span class="p">)</span>
+</pre></div>
+</div>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ServiceEquipmentData.determine_type">
+<span class="sig-name descname"><span class="pre">determine_type</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#wombat.core.data_classes.ScheduledServiceEquipmentData" title="wombat.core.data_classes.ScheduledServiceEquipmentData"><span class="pre">wombat.core.data_classes.ScheduledServiceEquipmentData</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData" title="wombat.core.data_classes.UnscheduledServiceEquipmentData"><span class="pre">wombat.core.data_classes.UnscheduledServiceEquipmentData</span></a></span></span><a class="headerlink" href="#wombat.core.data_classes.ServiceEquipmentData.determine_type" title="Permalink to this definition">#</a></dt>
+<dd><p>Generate the appropriate ServiceEquipmentData variation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns</dt>
+<dd class="field-odd"><p>The appropriate <code class="docutils literal notranslate"><span class="pre">xxServiceEquipmentData</span></code> schema depending on the strategy
+the <code class="docutils literal notranslate"><span class="pre">ServiceEquipment</span></code> will use.</p>
+</dd>
+<dt class="field-even">Return type</dt>
+<dd class="field-even"><p>Union[<a class="reference internal" href="#wombat.core.data_classes.ScheduledServiceEquipmentData" title="wombat.core.data_classes.ScheduledServiceEquipmentData">ScheduledServiceEquipmentData</a>, <a class="reference internal" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData" title="wombat.core.data_classes.UnscheduledServiceEquipmentData">UnscheduledServiceEquipmentData</a>]</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="servicecrew">
+<h2>ServiceCrew<a class="headerlink" href="#servicecrew" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ServiceCrew">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">ServiceCrew</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_day_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">day_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_hourly_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hourly_rate</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.data_classes.ServiceCrew" title="Permalink to this definition">#</a></dt>
+<dd><p>An internal data class for the indivdual crew units that are on the servicing
+equipment.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>n_day_rate</strong> (<em>int</em>) – Number of salaried workers.</p></li>
+<li><p><strong>day_rate</strong> (<em>float</em>) – Day rate for salaried workers, in USD.</p></li>
+<li><p><strong>n_hourly_rate</strong> (<em>int</em>) – Number of hourly/subcontractor workers.</p></li>
+<li><p><strong>hourly_rate</strong> (<em>float</em>) – Hourly labor rate for subcontractors, in USD.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="scheduled-service-equipment">
+<h2>Scheduled Service Equipment<a class="headerlink" href="#scheduled-service-equipment" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">ScheduledServiceEquipmentData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">equipment_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_crews</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">crew</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">capability</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Sequence</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">speed</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_windspeed_transport</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_windspeed_repair</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mobilization_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mobilization_days</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_waveheight_transport</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_waveheight_repair</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">crew_transfer_time</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">speed_reduction_factor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port_distance</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">onsite</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'severity'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_month</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_day</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_year</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_month</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_day</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_year</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">strategy</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'scheduled'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData" title="Permalink to this definition">#</a></dt>
+<dd><p>The data class specification for servicing equipment that will use a
+pre-scheduled basis for returning to site.</p>
+<dl class="field-list">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul>
+<li><p><strong>name</strong> (<em>str</em>) – Name of the piece of servicing equipment.</p></li>
+<li><p><strong>equipment_rate</strong> (<em>float</em>) – Day rate for the equipment/vessel, in USD.</p></li>
+<li><p><strong>n_crews</strong> (<em>int</em>) – Number of crew units for the equipment.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>the input to this does not matter yet, as multi-crew functionality
+is not yet implemented.</p>
+</div>
+</li>
+<li><p><strong>crew</strong> (<em>ServiceCrew</em>) – The crew details, see <code class="docutils literal notranslate"><span class="pre">ServiceCrew</span></code> for more information.</p></li>
+<li><p><strong>start_month</strong> (<em>int</em>) – The day to start operations for the rig and crew.</p></li>
+<li><p><strong>start_day</strong> (<em>int</em>) – The month to start operations for the rig and crew.</p></li>
+<li><p><strong>start_year</strong> (<em>int</em>) – The year to start operations for the rig and crew.</p></li>
+<li><p><strong>end_month</strong> (<em>int</em>) – The month to end operations for the rig and crew.</p></li>
+<li><p><strong>end_day</strong> (<em>int</em>) – The day to end operations for the rig and crew.</p></li>
+<li><p><strong>end_year</strong> (<em>int</em>) – The year to end operations for the rig and crew.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>if the rig comes annually, then the enter the year for the last year
+that the rig and crew will be available.</p>
+</div>
+</li>
+<li><p><strong>capability</strong> (<em>str</em>) – The type of capabilities the equipment contains. Must be one of:</p>
+<ul class="simple">
+<li><p>RMT: remote (no actual equipment BUT no special implementation)</p></li>
+<li><p>DRN: drone</p></li>
+<li><p>CTV: crew transfer vessel/vehicle</p></li>
+<li><p>SCN: small crane (i.e., field support vessel)</p></li>
+<li><p>LCN: large crane (i.e., heavy lift vessel)</p></li>
+<li><p>CAB: cabling vessel/vehicle</p></li>
+<li><p>DSV: diving support vessel</p></li>
+</ul>
+<p>Please note that “TOW” is unavailable for scheduled servicing equipment</p>
+</li>
+<li><p><strong>mobilization_cost</strong> (<em>float</em>) – Cost to mobilize the rig and crew.</p></li>
+<li><p><strong>mobilization_days</strong> (<em>int</em>) – Number of days it takes to mobilize the equipment.</p></li>
+<li><p><strong>speed</strong> (<em>float</em>) – Maximum transit speed, km/hr.</p></li>
+<li><p><strong>speed_reduction_factor</strong> (<em>flaot</em>) – Reduction factor for traveling in inclement weather, default 0. When 0, travel
+is stopped when either <cite>max_windspeed_transport</cite> or <cite>max_waveheight_transport</cite>
+is reached, and when 1, <cite>speed</cite> is used.</p></li>
+<li><p><strong>max_windspeed_transport</strong> (<em>float</em>) – Maximum windspeed for safe transport, m/s.</p></li>
+<li><p><strong>max_windspeed_repair</strong> (<em>float</em>) – Maximum windspeed for safe operations, m/s.</p></li>
+<li><p><strong>max_waveheight_transport</strong> (<em>float</em>) – Maximum waveheight for safe transport, m, default 1000 (land-based).</p></li>
+<li><p><strong>max_waveheight_repair</strong> (<em>float</em>) – Maximum waveheight for safe operations, m, default 1000 (land-based).</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) – The starting hour of a workshift, in 24 hour time.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) – The ending hour of a workshift, in 24 hour time.</p></li>
+<li><p><strong>crew_transfer_time</strong> (<em>float</em>) – The number of hours it takes to transfer the crew from the equipment to the
+system, e.g. how long does it take to transfer the crew from the CTV to the
+turbine, default 0.</p></li>
+<li><p><strong>onsite</strong> (<em>bool</em>) – Indicator for if the rig and crew are based onsite.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>if the rig and crew are onsite be sure that the start and end dates
+represent the first and last day/month of the year, respectively, and the
+start and end years represent the fist and last year in the weather file.</p>
+</div>
+</li>
+<li><p><strong>method</strong> (<em>str</em>) – Determines if the ship will do all maximum severity repairs first or do all
+the repairs at one turbine before going to the next, by default severity.
+Should by one of “severity” or “turbine”.</p></li>
+<li><p><strong>port_distance</strong> (<em>int | float</em>) – The distance, in km, the equipment must travel to go between port and site, by
+default 0.</p></li>
+<li><p><strong>non_operational_start</strong> (<em>str | datetime.datetime | None</em>) – The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level, an
+undefined or later starting date will be overridden, by default None.</p></li>
+<li><p><strong>non_operational_end</strong> (<em>str | datetime.datetime | None</em>) – The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level, an
+undefined or earlier ending date will be overridden, by default None.</p></li>
+<li><p><strong>reduced_speed_start</strong> (<em>str | datetime.datetime | None</em>) – The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level, an
+undefined or later starting date will be overridden, by default None.</p></li>
+<li><p><strong>reduced_speed_end</strong> (<em>str | datetime.datetime | None</em>) – The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level, an
+undefined or earlier ending date will be overridden, by default None.</p></li>
+<li><p><strong>reduced_speed</strong> (<em>float</em>) – The maximum operating speed during the annualized reduced speed operations.
+When defined at the environment level, an undefined or faster value will be
+overridden, by default 0.0.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates">
+<span class="sig-name descname"><span class="pre">non_operational_dates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">pandas.core.indexes.datetimes.DatetimeIndex</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates_set">
+<span class="sig-name descname"><span class="pre">non_operational_dates_set</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">pandas.core.indexes.datetimes.DatetimeIndex</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates_set" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_end">
+<span class="sig-name descname"><span class="pre">non_operational_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime.datetime</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_end" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_start">
+<span class="sig-name descname"><span class="pre">non_operational_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime.datetime</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_start" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.non_stop_shift">
+<span class="sig-name descname"><span class="pre">non_stop_shift</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_stop_shift" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.operating_dates_set">
+<span class="sig-name descname"><span class="pre">operating_dates_set</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">set</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.operating_dates_set" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.port_distance">
+<span class="sig-name descname"><span class="pre">port_distance</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.port_distance" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed">
+<span class="sig-name descname"><span class="pre">reduced_speed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_dates">
+<span class="sig-name descname"><span class="pre">reduced_speed_dates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">pandas.core.indexes.datetimes.DatetimeIndex</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_dates" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_end">
+<span class="sig-name descname"><span class="pre">reduced_speed_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime.datetime</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_end" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_start">
+<span class="sig-name descname"><span class="pre">reduced_speed_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime.datetime</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_start" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.speed_reduction_factor">
+<span class="sig-name descname"><span class="pre">speed_reduction_factor</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.speed_reduction_factor" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="unscheduled-service-equipment">
+<h2>Unscheduled Service Equipment<a class="headerlink" href="#unscheduled-service-equipment" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">UnscheduledServiceEquipmentData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">equipment_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_crews</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">crew</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">capability</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">Sequence</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">speed</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_windspeed_transport</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_windspeed_repair</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mobilization_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mobilization_days</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_waveheight_transport</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_waveheight_repair</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">crew_transfer_time</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">speed_reduction_factor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port_distance</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">onsite</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'severity'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">strategy</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'unscheduled'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">strategy_threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">charter_days</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-</span> <span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tow_speed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">unmoor_hours</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reconnection_hours</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_start</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_end</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">Union</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">datetime.datetime</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData" title="Permalink to this definition">#</a></dt>
+<dd><p>The data class specification for servicing equipment that will use either a
+basis of windfarm downtime or total number of requests serviceable by the equipment.</p>
+<dl class="field-list">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul>
+<li><p><strong>name</strong> (<em>str</em>) – Name of the piece of servicing equipment.</p></li>
+<li><p><strong>equipment_rate</strong> (<em>float</em>) – Day rate for the equipment/vessel, in USD.</p></li>
+<li><p><strong>n_crews</strong> (<em>int</em>) – Number of crew units for the equipment.</p>
+</li>
+<li><p><strong>crew</strong> (<em>ServiceCrew</em>) – The crew details, see <code class="docutils literal notranslate"><span class="pre">ServiceCrew</span></code> for more information.</p></li>
+<li><p><strong>charter_days</strong> (<em>int</em>) – The number of days the servicing equipment can be chartered for.</p></li>
+<li><p><strong>capability</strong> (<em>str</em>) – The type of capabilities the equipment contains. Must be one of:
+- RMT: remote (no actual equipment BUT no special implementation)
+- DRN: drone
+- CTV: crew transfer vessel/vehicle
+- SCN: small crane (i.e., field support vessel)
+- LCN: large crane (i.e., heavy lift vessel)
+- CAB: cabling vessel/vehicle
+- DSV: diving support vessel
+- TOW: tugboat or towing equipment
+- AHV: anchor handling vessel (tugboat that doesn’t trigger tow-to-port)</p></li>
+<li><p><strong>speed</strong> (<em>float</em>) – Maximum transit speed, km/hr.</p></li>
+<li><p><strong>tow_speed</strong> (<em>float</em>) – The maximum transit speed when towing, km/hr.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This is only required for when the servicing equipment is tugboat
+enabled for a tow-to-port scenario (capability = “TOW”)</p>
+</div>
+</li>
+<li><p><strong>speed_reduction_factor</strong> (<em>flaot</em>) – Reduction factor for traveling in inclement weather, default 0. When 0, travel
+is stopped when either <cite>max_windspeed_transport</cite> or <cite>max_waveheight_transport</cite>
+is reached, and when 1, <cite>speed</cite> is used.</p></li>
+<li><p><strong>max_windspeed_transport</strong> (<em>float</em>) – Maximum windspeed for safe transport, m/s.</p></li>
+<li><p><strong>max_windspeed_repair</strong> (<em>float</em>) – Maximum windspeed for safe operations, m/s.</p></li>
+<li><p><strong>max_waveheight_transport</strong> (<em>float</em>) – Maximum waveheight for safe transport, m, default 1000 (land-based).</p></li>
+<li><p><strong>max_waveheight_repair</strong> (<em>float</em>) – Maximum waveheight for safe operations, m, default 1000 (land-based).</p></li>
+<li><p><strong>mobilization_cost</strong> (<em>float</em>) – Cost to mobilize the rig and crew, default 0.</p></li>
+<li><p><strong>mobilization_days</strong> (<em>int</em>) – Number of days it takes to mobilize the equipment, default 0.</p></li>
+<li><p><strong>strategy</strong> (<em>str</em>) – For any unscheduled maintenance servicing equipment, this determines the
+strategy for dispatching. Should be on of “downtime” or “requests”.</p></li>
+<li><p><strong>strategy_threshold</strong> (<em>str</em>) – For downtime-based scenarios, this is based on the operating level, and should
+be in the range (0, 1). For reqest-based scenarios, this is the maximum number
+of requests that are allowed to build up for any given type of unscheduled
+servicing equipment, should be an integer &gt;= 1.</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) – The starting hour of a workshift, in 24 hour time.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) – The ending hour of a workshift, in 24 hour time.</p></li>
+<li><p><strong>crew_transfer_time</strong> (<em>float</em>) – The number of hours it takes to transfer the crew from the equipment to the
+system, e.g. how long does it take to transfer the crew from the CTV to the
+turbine, default 0.</p></li>
+<li><p><strong>onsite</strong> (<em>bool</em>) – Indicator for if the rig and crew are based onsite.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>if the rig and crew are onsite be sure that the start and end dates
+represent the first and last day/month of the year, respectively, and the
+start and end years represent the fist and last year in the weather file.</p>
+</div>
+</li>
+<li><p><strong>method</strong> (<em>str</em>) – Determines if the ship will do all maximum severity repairs first or do all
+the repairs at one turbine before going to the next, by default severity.
+Should by one of “severity” or “turbine”.</p></li>
+<li><p><strong>unmoor_hours</strong> (<em>int | float</em>) – The number of hours required to unmoor a floating offshore wind turbine in order
+to tow it to port, by default 0.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Required for the tugboat/towing capability, otherwise unused.</p>
+</div>
+</li>
+<li><p><strong>reconnection_hours</strong> (<em>int | float</em>) – The number of hours required to reconnect a floating offshore wind turbine after
+being towed back to site, by default 0.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Required for the tugboat/towing capability, otherwise unused.</p>
+</div>
+</li>
+<li><p><strong>port_distance</strong> (<em>int | float</em>) – The distance, in km, the equipment must travel to go between port and site, by
+default 0.</p></li>
+<li><p><strong>non_operational_start</strong> (<em>str | datetime.datetime | None</em>) – The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level or the
+port level, if a tugboat, an undefined or later starting date will be
+overridden, by default None.</p></li>
+<li><p><strong>non_operational_end</strong> (<em>str | datetime.datetime | None</em>) – The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level or the
+port level, if a tugboat, an undefined or earlier ending date will be
+overridden, by default None.</p></li>
+<li><p><strong>reduced_speed_start</strong> (<em>str | datetime.datetime | None</em>) – The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level or the
+port level, if a tugboat, an undefined or later starting date will be
+overridden, by default None.</p></li>
+<li><p><strong>reduced_speed_end</strong> (<em>str | datetime.datetime | None</em>) – The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level or the
+port level, if a tugboat, an undefined or earlier ending date will be
+overridden, by default None.</p></li>
+<li><p><strong>reduced_speed</strong> (<em>float</em>) – The maximum operating speed during the annualized reduced speed operations.
+When defined at the environment level, an undefined or faster value will be
+overridden, by default 0.0.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates">
+<span class="sig-name descname"><span class="pre">non_operational_dates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">pandas.core.indexes.datetimes.DatetimeIndex</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates_set">
+<span class="sig-name descname"><span class="pre">non_operational_dates_set</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">pandas.core.indexes.datetimes.DatetimeIndex</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates_set" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_end">
+<span class="sig-name descname"><span class="pre">non_operational_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime.datetime</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_end" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_start">
+<span class="sig-name descname"><span class="pre">non_operational_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime.datetime</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_start" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.non_stop_shift">
+<span class="sig-name descname"><span class="pre">non_stop_shift</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">bool</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_stop_shift" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.port_distance">
+<span class="sig-name descname"><span class="pre">port_distance</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.port_distance" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.reconnection_hours">
+<span class="sig-name descname"><span class="pre">reconnection_hours</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.reconnection_hours" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed">
+<span class="sig-name descname"><span class="pre">reduced_speed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_dates">
+<span class="sig-name descname"><span class="pre">reduced_speed_dates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">pandas.core.indexes.datetimes.DatetimeIndex</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_dates" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_end">
+<span class="sig-name descname"><span class="pre">reduced_speed_end</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime.datetime</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_end" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_start">
+<span class="sig-name descname"><span class="pre">reduced_speed_start</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime.datetime</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_start" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.speed_reduction_factor">
+<span class="sig-name descname"><span class="pre">speed_reduction_factor</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.speed_reduction_factor" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.tow_speed">
+<span class="sig-name descname"><span class="pre">tow_speed</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.tow_speed" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.unmoor_hours">
+<span class="sig-name descname"><span class="pre">unmoor_hours</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.unmoor_hours" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="subassembly-model">
+<h2>Subassembly Model<a class="headerlink" href="#subassembly-model" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.SubassemblyData">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">SubassemblyData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">maintenance</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><span class="pre">wombat.core.data_classes.Maintenance</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">failures</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><span class="pre">wombat.core.data_classes.Failure</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference internal" href="#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><span class="pre">wombat.core.data_classes.Failure</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rng</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">numpy.random._generator.Generator</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.data_classes.SubassemblyData" title="Permalink to this definition">#</a></dt>
+<dd><p>Data storage and validation class for the subassemblies.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>name</strong> (<em>str</em>) – Name of the component/subassembly.</p></li>
+<li><p><strong>maintenance</strong> (<em>list[dict[str, float | str]]</em>) – List of the maintenance classification dictionaries. This will be converted
+to a list of <code class="docutils literal notranslate"><span class="pre">Maintenance</span></code> objects in the post initialization hook.</p></li>
+<li><p><strong>failures</strong> (<em>fict[int, dict[str, float | str]]</em>) – Dictionary of failure classifications in a numerical (ordinal) categorization
+order. This will be converted to a dictionary of <code class="docutils literal notranslate"><span class="pre">Failure</span></code> objects in the
+post initialization hook.</p></li>
+<li><p><strong>system_value</strong> (<em>int | float</em>) – Turbine’s cost of replacement. Used in case percentages of turbine cost are used
+in place of an absolute cost.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.SubassemblyData.rng">
+<span class="sig-name descname"><span class="pre">rng</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">numpy.random._generator.Generator</span></em><a class="headerlink" href="#wombat.core.data_classes.SubassemblyData.rng" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="fixed-cost-model">
+<h2>Fixed Cost Model<a class="headerlink" href="#fixed-cost-model" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.FixedCosts">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">FixedCosts</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">operations</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations_management_administration</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">project_management_administration</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">marine_management</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">weather_forecasting</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">condition_monitoring</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operating_facilities</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">environmental_health_safety_monitoring</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">insurance</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">brokers_fee</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations_all_risk</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">business_interruption</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">third_party_liability</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">storm_coverage</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">annual_leases_fees</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">submerge_land_lease_costs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transmission_charges_rights</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">onshore_electrical_maintenance</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">labor</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.data_classes.FixedCosts" title="Permalink to this definition">#</a></dt>
+<dd><p>Fixed costs for operating a windfarm. All values are assumed to be in $/kW/yr.</p>
+<dl class="field-list">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul>
+<li><p><strong>operations</strong> (<em>float</em>) – Non-maintenance costs of operating the project. If a value is provided for this
+attribute, then it will zero out all other values, otherwise it will be set to
+the sum of the remaining values.</p></li>
+<li><p><strong>operations_management_administration</strong> (<em>float</em>) – Activities necessary to forecast, dispatch, sell, and manage the production of
+power from the plant. Includes both the onsite and offsite personnel, software,
+and equipment to coordinate high voltage equipment, switching, port activities,
+and marine activities.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This should only be used when not breaking down the cost into the
+following categories: <code class="docutils literal notranslate"><span class="pre">project_management_administration</span></code>,
+<code class="docutils literal notranslate"><span class="pre">operation_management_administration</span></code>, <code class="docutils literal notranslate"><span class="pre">marine_management</span></code>, and/or
+<code class="docutils literal notranslate"><span class="pre">weather_forecasting</span></code></p>
+</div>
+</li>
+<li><p><strong>project_management_administration</strong> (<em>float</em>) – Financial reporting, public relations, procurement, parts and stock management,
+H&amp;SE management, training, subcontracts, and general administration.</p></li>
+<li><p><strong>marine_management</strong> (<em>float</em>) – Coordination of port equipment, vessels, and personnel to carry out inspections
+and maintenance of generation and transmission equipment.</p></li>
+<li><p><strong>weather_forecasting</strong> (<em>float</em>) – Daily forecast of metocean conditions used to plan maintenance visits and
+estimate project power production.</p></li>
+<li><p><strong>condition_monitoring</strong> (<em>float</em>) – Monitoring of SCADA data from wind turbine components to optimize performance
+and identify component faults.</p></li>
+<li><p><strong>operating_facilities</strong> (<em>float</em>) – Co-located offices, parts store, quayside facilities, helipad, refueling
+facilities, hanger (if necesssary), etc.</p></li>
+<li><p><strong>environmental_health_safety_monitoring</strong> (<em>float</em>) – Coordination and monitoring to ensure compliance with HSE requirements during
+operations.</p></li>
+<li><p><strong>insurance</strong> (<em>float</em>) – Insurance policies during operational period including All Risk Property,
+Buisness Interuption, Third Party Liability, and Brokers Fee, and Storm
+Coverage.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This should only be used when not breaking down the cost into the
+following categories: <code class="docutils literal notranslate"><span class="pre">brokers_fee</span></code>, <code class="docutils literal notranslate"><span class="pre">operations_all_risk</span></code>,
+<code class="docutils literal notranslate"><span class="pre">business_interruption</span></code>, <code class="docutils literal notranslate"><span class="pre">third_party_liability</span></code>, and/or
+<code class="docutils literal notranslate"><span class="pre">storm_coverage</span></code></p>
+</div>
+</li>
+<li><p><strong>brokers_fee</strong> (<em>float</em>) – Fees for arranging the insurance package.</p></li>
+<li><p><strong>operations_all_risk</strong> (<em>float</em>) – All Risk Property (physical damage). Sudden and unforseen physical loss or
+physical damage to teh plant/assets during the operational phase of a project.</p></li>
+<li><p><strong>business_interruption</strong> (<em>float</em>) – Sudden and unforseen loss or physical damage to the plant/assets during the
+operational phase of a project causing an interruption.</p></li>
+<li><p><strong>third_party_liability</strong> (<em>float</em>) – Liability imposed by law, and/or Express Contractual Liability, for bodily
+injury or property damage.</p></li>
+<li><p><strong>storm_coverage</strong> (<em>float</em>) – Coverage from huricane and tropical storm events (tyipcally for Atlantic Coast
+projects).</p></li>
+<li><p><strong>annual_leases_fees</strong> (<em>float</em>) – Ongoing payments, including but not limited to: payments to regulatory body for
+permission to operate at project site (terms defined within lease); payments to
+Transmission Systems Operators or Transmission Asseet Owners for rights to
+transport generated power.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This should only be used when not breaking down the cost into the
+following categories: <code class="docutils literal notranslate"><span class="pre">submerge_land_lease_costs</span></code> and/or
+<code class="docutils literal notranslate"><span class="pre">transmission_charges_rights</span></code></p>
+</div>
+</li>
+<li><p><strong>submerge_land_lease_costs</strong> (<em>float</em>) – Payments to submerged land owners for rights to build project during operations.</p></li>
+<li><p><strong>transmission_charges_rights</strong> (<em>float</em>) – Any payments to Transmissions Systems Operators or Transmission Asset Owners for
+rights to transport generated power.</p></li>
+<li><p><strong>onshore_electrical_maintenance</strong> (<em>float</em>) – Inspections of cables, transformer, switch gears, power compensation equipment,
+etc. and infrequent repairs</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>This should only be used if not modeling these as processes within
+the model. Currently, onshore modeling is not included.</p>
+</div>
+</li>
+<li><p><strong>labor</strong> (<em>float</em>) – The costs associated with labor, if not being modeled through the simulated
+processes.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="repair-requests">
+<h2>Repair Requests<a class="headerlink" href="#repair-requests" title="Permalink to this headline">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.RepairRequest">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">RepairRequest</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">severity_level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">details</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><span class="pre">wombat.core.data_classes.Failure</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><span class="pre">wombat.core.data_classes.Maintenance</span></a></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cable</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">upstream_turbines</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">_Nothing.NOTHING</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">upstream_cables</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">_Nothing.NOTHING</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.data_classes.RepairRequest" title="Permalink to this definition">#</a></dt>
+<dd><p>Repair/Maintenance request data class.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system_id</strong> (<em>str</em>) – <code class="docutils literal notranslate"><span class="pre">System.id</span></code>.</p></li>
+<li><p><strong>system_name</strong> (<em>str</em>) – <code class="docutils literal notranslate"><span class="pre">System.name</span></code>.</p></li>
+<li><p><strong>subassembly_id</strong> (<em>str</em>) – <code class="docutils literal notranslate"><span class="pre">Subassembly.id</span></code>.</p></li>
+<li><p><strong>subassembly_name</strong> (<em>str</em>) – <code class="docutils literal notranslate"><span class="pre">Subassembly.name</span></code>.</p></li>
+<li><p><strong>severity_level</strong> (<em>int</em>) – <code class="docutils literal notranslate"><span class="pre">Maintenance.level</span></code> or <code class="docutils literal notranslate"><span class="pre">Failure.level</span></code>.</p></li>
+<li><p><strong>details</strong> (<em>Failure | Maintenance</em>) – The actual data class.</p></li>
+<li><p><strong>cable</strong> (<em>bool</em>) – Indicator that the request is for a cable, by default False.</p></li>
+<li><p><strong>upstream_turbines</strong> (<em>list[str]</em>) – The cable’s upstream turbines, by default []. No need to use this if
+<code class="docutils literal notranslate"><span class="pre">cable</span></code> == False.</p></li>
+<li><p><strong>upstream_cables</strong> (<em>list[str]</em>) – The cable’s upstream cables, by default []. No need to use this if
+<code class="docutils literal notranslate"><span class="pre">cable</span></code> == False.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.RepairRequest.assign_id">
+<span class="sig-name descname"><span class="pre">assign_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#wombat.core.data_classes.RepairRequest.assign_id" title="Permalink to this definition">#</a></dt>
+<dd><p>Assign a unique identifier to the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters</dt>
+<dd class="field-odd"><p><strong>request_id</strong> (<em>str</em>) – The <code class="docutils literal notranslate"><span class="pre">wombat.core.RepairManager</span></code> generated identifier.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.RepairRequest.request_id">
+<span class="sig-name descname"><span class="pre">request_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#wombat.core.data_classes.RepairRequest.request_id" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.RepairRequest.upstream_cables">
+<span class="sig-name descname"><span class="pre">upstream_cables</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#wombat.core.data_classes.RepairRequest.upstream_cables" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
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+
+
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diff --git a/_downloads/4cf89f146ec897dc843df0212e9fd862/operations_and_maintenance_model_FY20.pdf b/_downloads/4cf89f146ec897dc843df0212e9fd862/operations_and_maintenance_model_FY20.pdf
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dy="10">port_distance: float</tspan><tspan x="5" dy="10">unmoor_hours: float</tspan><tspan x="5" dy="10">reconnection_hours: float</tspan><tspan x="5" dy="10">onsite: bool</tspan></text><line x1="0" y1="277.0625" y2="277.0625" x2="175.75"></line><text x="5" y="292.0625" fill="white" class="classText"></text></g><g id="classid-PortConfig-8" class="classGroup" transform="translate(2198.43359375,2105.609375 )"><rect x="0" y="0" width="239.28125" height="121.0625" class=" "></rect><text y="15" x="0"><tspan class="title" x="95.0625">PortConfig</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="239.28125"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">name: str</tspan><tspan x="5" dy="10">tugboats: list[UnscheduledServiceEquipmentData]</tspan><tspan x="5" dy="10">crew: ServiceCrew</tspan><tspan x="5" dy="10">n_crews: int</tspan><tspan x="5" dy="10">max_operations: int</tspan><tspan x="5" dy="10">workday_start: int</tspan><tspan x="5" dy="10">workday_end: int</tspan><tspan x="5" dy="10">site_distance: float</tspan><tspan x="5" dy="10">annual_fee: float</tspan></text><line x1="0" y1="117.0625" y2="117.0625" x2="239.28125"></line><text x="5" y="132.0625" fill="white" class="classText"></text></g><g id="classid-SubassemblyData-9" class="classGroup" transform="translate(533.83203125,1777.453125 )"><rect x="0" y="0" width="157.390625" height="71.125" class=" "></rect><text y="15" x="0"><tspan class="title" x="38.5625">SubassemblyData</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="157.390625"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">name: str</tspan><tspan x="5" dy="10">system_value: float</tspan><tspan x="5" dy="10">failures: dict[int, Failure]</tspan><tspan x="5" dy="10">maintenance: list[Maintenance]</tspan></text><line x1="0" y1="67.125" y2="67.125" x2="157.390625"></line><text x="5" y="82.125" fill="white" class="classText"></text></g><g id="classid-FixedCosts-10" class="classGroup" transform="translate(2487.71484375,2037.09375 )"><rect x="0" y="0" width="264.28125" height="258.09375" class=" "></rect><text y="15" x="0"><tspan class="title" x="107.015625">FixedCosts</tspan></text><line x1="0" y1="21" y2="21" x2="264.28125"></line><text x="5" y="31" fill="white" class="classText"><tspan x="5">operations: float</tspan><tspan x="5" dy="10">annual_lease_fees: float</tspan><tspan x="5" dy="10">brokers_fee: float</tspan><tspan x="5" dy="10">business_interruption: float</tspan><tspan x="5" dy="10">condition_monitoring: float</tspan><tspan x="5" dy="10">environmental_health_safety_monitoring: float</tspan><tspan x="5" dy="10">insurance: float</tspan><tspan x="5" dy="10">labor: float</tspan><tspan x="5" dy="10">marine_management: float</tspan><tspan x="5" dy="10">onshore_electrical_maintenance: float</tspan><tspan x="5" dy="10">operating_facilities: float</tspan><tspan x="5" dy="10">operations_all_risk: float</tspan><tspan x="5" dy="10">operations_management_administration: float</tspan><tspan x="5" dy="10">project_management_administration: float</tspan><tspan x="5" dy="10">storm_coverage: float</tspan><tspan x="5" dy="10">submerge_land_lease_costs: float</tspan><tspan x="5" dy="10">third_party_liability: float</tspan><tspan x="5" dy="10">transmission_charges_rights: float</tspan><tspan x="5" dy="10">weather_forecasting: float</tspan><tspan x="5" dy="10">hierarchy: dict</tspan><tspan x="5" dy="10">resolution: dict</tspan></text><line x1="0" y1="237" y2="237" x2="264.28125"></line><text x="5" y="252" fill="white" class="classText"><tspan x="5">cost_category_validator(name: str, sub_name: list[str])</tspan></text></g><g id="classid-Port-11" class="classGroup" transform="translate(1829.65234375,526.25 )"><rect x="0" y="0" width="433.421875" height="188.15625" class=" "></rect><text y="15" x="0"><tspan class="title" x="206.828125">Port</tspan></text><line x1="0" y1="21" y2="21" x2="433.421875"></line><text x="5" y="31" fill="white" class="classText"><tspan x="5">env: WombatEnvironment</tspan><tspan x="5" dy="10">manager: RepairManager</tspan><tspan x="5" dy="10">windfarm: Windfarm</tspan><tspan x="5" dy="10">settings: PortConfig</tspan><tspan x="5" dy="10">turbine_manager: simpy.Resource</tspan><tspan x="5" dy="10">crew_manager: simpy.Resource</tspan><tspan x="5" dy="10">tugboat_manager: simpy.Resource</tspan><tspan x="5" dy="10">active_repairs: dict[str, dict[str, simpy.events.Event]]</tspan></text><line x1="0" y1="107.0625" y2="107.0625" x2="433.421875"></line><text x="5" y="122.0625" fill="white" class="classText"><tspan x="5">wait_until_next_shift()</tspan><tspan x="5" dy="10">proces_repair(request: RepairRequest, time_processed: float, prior_operational_level: float)</tspan><tspan x="5" dy="10">repair_single(request: RepairRequest)</tspan><tspan x="5" dy="10">transfer_requests_from_manager(system_id: str)</tspan><tspan x="5" dy="10">run_repairs(system_id: str)</tspan><tspan x="5" dy="10">run_tow_to_port(request: RepairRequest)</tspan><tspan x="5" dy="10">run_unscheduled_in_situ(request: RepairRequest)</tspan></text></g><g id="classid-ServiceEquipment-12" class="classGroup" transform="translate(1683.9296875,1002.5625 )"><rect x="0" y="0" width="473.15625" height="298.21875" class=" "></rect><text y="15" x="0"><tspan class="title" x="194.21875">ServiceEquipment</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="473.15625"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">env: WombatEnvironment</tspan><tspan x="5" dy="10">manager: RepairManager</tspan><tspan x="5" dy="10">windfarm: Windfarm</tspan><tspan x="5" dy="10">settings: ScheduledServiceEquipmentData | UnscheduledServiceEquipmentData</tspan><tspan x="5" dy="10">at_port: bool</tspan><tspan x="5" dy="10">at_system: bool</tspan><tspan x="5" dy="10">onsite: bool</tspan><tspan x="5" dy="10">enroute: bool</tspan><tspan x="5" dy="10">transferring_crew: bool</tspan><tspan x="5" dy="10">current_system: bool</tspan></text><line x1="0" y1="127.125" y2="127.125" x2="473.15625"></line><text x="5" y="142.125" fill="white" class="classText"><tspan x="5">calculate_equipment_cost(duration: float)</tspan><tspan x="5" dy="10">calculate_hourly_cost(duration: float)</tspan><tspan x="5" dy="10">calculate_salary_cost(duration: float)</tspan><tspan x="5" dy="10">find_interrupted_weather_window(hours_required: float)</tspan><tspan x="5" dy="10">find_uninterrupted_weather_window(hours_required: float)</tspan><tspan x="5" dy="10">run_scheduled()</tspan><tspan x="5" dy="10">run_unscheduled()</tspan><tspan x="5" dy="10">mobilize()</tspan><tspan x="5" dy="10">mobilize_scheduled()</tspan><tspan x="5" dy="10">weather_delay(hours: float)</tspan><tspan x="5" dy="10">wait_until_next_shift()</tspan><tspan x="5" dy="10">wait_until_next_operational_period()</tspan><tspan x="5" dy="10">proces_repair(request: RepairRequest, time_processed: float, prior_operational_level: float)</tspan><tspan x="5" dy="10">crew_transfer(system: System, subassembly: Subassembly, requests: RepairRequest, to_system: bool)</tspan><tspan x="5" dy="10">repair(hours: float, request_details: Failure | Maintenance)</tspan><tspan x="5" dy="10">travel(start: str, end: str, set_current: str)</tspan></text></g><g id="classid-Windfarm-13" class="classGroup" transform="translate(515.76171875,764.40625 )"><rect x="0" y="0" width="193.53125" height="188.15625" class=" "></rect><text y="15" x="0"><tspan class="title" x="74.0546875">Windfarm</tspan></text><line x1="0" y1="21" y2="21" x2="193.53125"></line><text x="5" y="31" fill="white" class="classText"><tspan x="5">env: WombatEnvironment</tspan><tspan x="5" dy="10">windfarm_layout: str</tspan><tspan x="5" dy="10">repair_manager: RepairManager</tspan><tspan x="5" dy="10">capacity: float</tspan><tspan x="5" dy="10">graph: networkx.DiGraph</tspan><tspan x="5" dy="10">system_list: list[str]</tspan><tspan x="5" dy="10">substation_id: list[str]</tspan><tspan x="5" dy="10">turbine_id: list[str]</tspan><tspan x="5" dy="10">distance_matrix: numpy.ndarray</tspan><tspan x="5" dy="10">current_availability: float</tspan><tspan x="5" dy="10">current_availability_wo_servicing: float</tspan></text><line x1="0" y1="137.0625" y2="137.0625" x2="193.53125"></line><text x="5" y="152.0625" fill="white" class="classText"><tspan x="5">calculate_distance_matrix()</tspan><tspan x="5" dy="10">_log_operations()</tspan><tspan x="5" dy="10">system(system_id: str) : System</tspan><tspan x="5" dy="10">cable(cable_id: str | tuple) : Cable</tspan></text></g><g id="classid-System-14" class="classGroup" transform="translate(925.1875,1002.5625 )"><rect x="0" y="0" width="200.453125" height="298.21875" class=" "></rect><text y="15" x="0"><tspan class="title" x="83.6953125">System</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="200.453125"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">env: WombatEnvironment</tspan><tspan x="5" dy="10">id: str</tspan><tspan x="5" dy="10">name: str</tspan><tspan x="5" dy="10">operating_level: float</tspan><tspan x="5" dy="10">operating_level_wo_servicing: float</tspan><tspan x="5" dy="10">power_curve: Callable</tspan><tspan x="5" dy="10">repair_manager: RepairManager</tspan><tspan x="5" dy="10">servicing: bool</tspan><tspan x="5" dy="10">value: float</tspan><tspan x="5" dy="10">cable_failure: bool</tspan><tspan x="5" dy="10">capacity: float</tspan><tspan x="5" dy="10">subassemblies: list[Subassembly]</tspan><tspan x="5" dy="10">electrical_system: Subasembly</tspan><tspan x="5" dy="10">electronic_control: Subasembly</tspan><tspan x="5" dy="10">gearbox: Subasembly</tspan><tspan x="5" dy="10">generator: Subasembly</tspan><tspan x="5" dy="10">hydraulic_system: Subasembly</tspan><tspan x="5" dy="10">mechanical_brake: Subasembly</tspan><tspan x="5" dy="10">rotor_blades: Subasembly</tspan><tspan x="5" dy="10">rotor_hub: Subasembly</tspan><tspan x="5" dy="10">sensors: Subasembly</tspan><tspan x="5" dy="10">supporting_structure: Subasembly</tspan><tspan x="5" dy="10">yaw_system: Subasembly</tspan><tspan x="5" dy="10">transformer: Subasembly</tspan></text><line x1="0" y1="267.125" y2="267.125" x2="200.453125"></line><text x="5" y="282.125" fill="white" class="classText"><tspan x="5">power(windspeed: float | numpy.ndaray)</tspan><tspan x="5" dy="10">interrupt_all_subassembly_processes()</tspan></text></g><g id="classid-Subassembly-15" class="classGroup" transform="translate(831.52734375,1390.75 )"><rect x="0" y="0" width="252.546875" height="158.21875" class=" "></rect><text y="15" x="0"><tspan class="title" x="96.6640625">Subassembly</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="252.546875"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">id: str</tspan><tspan x="5" dy="10">name: str</tspan><tspan x="5" dy="10">env: WombatEnvironment</tspan><tspan x="5" dy="10">data: SubassemblyData</tspan><tspan x="5" dy="10">broken: bool</tspan><tspan x="5" dy="10">operating_level: float</tspan><tspan x="5" dy="10">turbine: System</tspan><tspan x="5" dy="10">processes: dict</tspan></text><line x1="0" y1="107.125" y2="107.125" x2="252.546875"></line><text x="5" y="122.125" fill="white" class="classText"><tspan x="5">run_single_failure(failure: Failure)</tspan><tspan x="5" dy="10">run_single_maintenance(maintenance: Maintenance)</tspan><tspan x="5" dy="10">interrupt_processes()</tspan><tspan x="5" dy="10">interrupt_all_subassembly_processes()</tspan></text></g><g id="classid-Cable-16" class="classGroup" transform="translate(411.640625,1350.78125 )"><rect x="0" y="0" width="252.546875" height="238.15625" class=" "></rect><text y="15" x="0"><tspan class="title" x="113.2890625">Cable</tspan></text><line x1="0" y1="21" y2="21" x2="252.546875"></line><text x="5" y="31" fill="white" class="classText"><tspan x="5">id: str</tspan><tspan x="5" dy="10">name: str</tspan><tspan x="5" dy="10">env: WombatEnvironment</tspan><tspan x="5" dy="10">data: SubassemblyData</tspan><tspan x="5" dy="10">broken: bool</tspan><tspan x="5" dy="10">servicing: bool</tspan><tspan x="5" dy="10">downstream_failure: bool</tspan><tspan x="5" dy="10">processes: dict</tspan><tspan x="5" dy="10">operating_level: float</tspan><tspan x="5" dy="10">operating_level_wo_servicing: float</tspan><tspan x="5" dy="10">repair_manager: RepairManager</tspan><tspan x="5" dy="10">servicing: bool</tspan><tspan x="5" dy="10">value: float</tspan><tspan x="5" dy="10">cable_failure: bool</tspan><tspan x="5" dy="10">capacity: float</tspan></text><line x1="0" y1="177.0625" y2="177.0625" x2="252.546875"></line><text x="5" y="192.0625" fill="white" class="classText"><tspan x="5">run_single_failure(failure: Failure)</tspan><tspan x="5" dy="10">run_single_maintenance(maintenance: Maintenance)</tspan><tspan x="5" dy="10">interrupt_processes()</tspan><tspan x="5" dy="10">interrupt_all_subassembly_processes()</tspan><tspan x="5" dy="10">stop_all_upstream_processes()</tspan></text></g><g id="classid-RepairManager-17" class="classGroup" transform="translate(1408.58984375,268.0625 )"><rect x="0" y="0" width="404.578125" height="128.21875" class=" "></rect><text y="15" x="0"><tspan class="title" x="167.6328125">RepairManager</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="404.578125"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">env: WombatEnvironment</tspan><tspan x="5" dy="10">windfarm: Windfarm</tspan><tspan x="5" dy="10">downtime_based_equipment: StrategyMap</tspan><tspan x="5" dy="10">request_based_equipment: StrategyMap</tspan><tspan x="5" dy="10">request_map: dict[str, int]</tspan></text><line x1="0" y1="77.125" y2="77.125" x2="404.578125"></line><text x="5" y="92.125" fill="white" class="classText"><tspan x="5">submit_request(request: RepairRequest) : RepairREquest</tspan><tspan x="5" dy="10">purge_subassembly_requests(system_id: str, subassembly_id: str, exclude: list[str])</tspan><tspan x="5" dy="10">get_next_highest_severity_request(equipment_capability: list[str], severity_level: int)</tspan><tspan x="5" dy="10">get_request_by_system(equipment_capability: list[str], system_id: str)</tspan></text></g><g id="classid-StrategyMap-18" class="classGroup" transform="translate(1275.41015625,556.21875 )"><rect x="0" y="0" width="358.453125" height="128.21875" class=" "></rect><text y="15" x="0"><tspan class="title" x="150.546875">StrategyMap</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="358.453125"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">CTV: list[EquipmentMap]</tspan><tspan x="5" dy="10">LCN: list[EquipmentMap]</tspan><tspan x="5" dy="10">SCN: list[EquipmentMap]</tspan><tspan x="5" dy="10">CAB: list[EquipmentMap]</tspan><tspan x="5" dy="10">DSV: list[EquipmentMap]</tspan><tspan x="5" dy="10">DRN: list[EquipmentMap]</tspan><tspan x="5" dy="10">RMT: list[EquipmentMap]</tspan><tspan x="5" dy="10">is_running: bool</tspan></text><line x1="0" y1="107.125" y2="107.125" x2="358.453125"></line><text x="5" y="122.125" fill="white" class="classText"><tspan x="5">update(capability: str, threshold: float | int, equipment: ServiceEquipment)</tspan></text></g><g id="classid-EquipmentMap-19" class="classGroup" transform="translate(1367.41015625,832.921875 )"><rect x="0" y="0" width="174.453125" height="51.125" class=" "></rect><text y="15" x="0"><tspan class="title" x="52.6953125">EquipmentMap</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="174.453125"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">equipment_map: ServiceEquipment</tspan><tspan x="5" dy="10">strategy_threshold: int | float</tspan></text><line x1="0" y1="47.125" y2="47.125" x2="174.453125"></line><text x="5" y="62.125" fill="white" class="classText"></text></g><g 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datetime.datetime</tspan><tspan x="5" dy="10">events_log_fname: str</tspan><tspan x="5" dy="10">operations_log_fname: str</tspan><tspan x="5" dy="10">power_potential_fname: str</tspan><tspan x="5" dy="10">power_production_fname: str</tspan></text><line x1="0" y1="197.0625" y2="197.0625" x2="495.703125"></line><text x="5" y="212.0625" fill="white" class="classText"><tspan x="5">run(until: int | float)</tspan><tspan x="5" dy="10">hour_in_shift(hour: int, workday_start: int, workday_end: int) : bool</tspan><tspan x="5" dy="10">hours_to_next_shift(workday_start: int) : float</tspan><tspan x="5" dy="10">date_ix(date: datetime.datetime) int)</tspan><tspan x="5" dy="10">weather_forecast(hours: int | float)</tspan><tspan x="5" dy="10">convert_logs_to_csv(delete_original: bool, return_df: True)</tspan><tspan x="5" dy="10">power_production_potential_to_csv(windfarm: Windfarm, operations: pandas.DataFrame, return_df: bool)</tspan><tspan x="5" dy="10">cleanup_log_files(log_only: 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dy="10">mobilization_days: int</tspan><tspan x="5" dy="10">speed: float</tspan><tspan x="5" dy="10">max_waveheight_repair: float</tspan><tspan x="5" dy="10">max_waveheight_transport: float</tspan><tspan x="5" dy="10">max_windspeed_repair: float</tspan><tspan x="5" dy="10">max_windspeed_transport: float</tspan><tspan x="5" dy="10">operating_dates: numpy.ndarray</tspan></text><line x1="0" y1="277.125" y2="277.125" x2="164.640625"></line><text x="5" y="292.125" fill="white" class="classText"><tspan x="5">create_date_range()</tspan></text></g><g id="classid-UnscheduledServiceEquipmentData-7" class="classGroup" transform="translate(1647.671875,705.015625 )"><rect x="0" y="0" width="175.75" height="281.0625" class=" "></rect><text y="15" x="0"><tspan class="title" x="5">UnscheduledServiceEquipmentData</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="175.75"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">name: str</tspan><tspan x="5" dy="10">capability: 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dy="10">port_distance: float</tspan><tspan x="5" dy="10">unmoor_hours: float</tspan><tspan x="5" dy="10">reconnection_hours: float</tspan><tspan x="5" dy="10">onsite: bool</tspan></text><line x1="0" y1="277.0625" y2="277.0625" x2="175.75"></line><text x="5" y="292.0625" fill="white" class="classText"></text></g><g id="classid-PortConfig-8" class="classGroup" transform="translate(215.046875,1113.171875 )"><rect x="0" y="0" width="239.28125" height="121.0625" class=" "></rect><text y="15" x="0"><tspan class="title" x="95.0625">PortConfig</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="239.28125"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">name: str</tspan><tspan x="5" dy="10">tugboats: list[UnscheduledServiceEquipmentData]</tspan><tspan x="5" dy="10">crew: ServiceCrew</tspan><tspan x="5" dy="10">n_crews: int</tspan><tspan x="5" dy="10">max_operations: int</tspan><tspan x="5" dy="10">workday_start: int</tspan><tspan x="5" dy="10">workday_end: int</tspan><tspan x="5" dy="10">site_distance: float</tspan><tspan x="5" dy="10">annual_fee: float</tspan></text><line x1="0" y1="117.0625" y2="117.0625" x2="239.28125"></line><text x="5" y="132.0625" fill="white" class="classText"></text></g><g id="classid-SubassemblyData-9" class="classGroup" transform="translate(947.5703125,809.984375 )"><rect x="0" y="0" width="157.390625" height="71.125" class=" "></rect><text y="15" x="0"><tspan class="title" x="38.5625">SubassemblyData</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="157.390625"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">name: str</tspan><tspan x="5" dy="10">system_value: float</tspan><tspan x="5" dy="10">failures: dict[int, Failure]</tspan><tspan x="5" dy="10">maintenance: list[Maintenance]</tspan></text><line x1="0" y1="67.125" y2="67.125" x2="157.390625"></line><text x="5" y="82.125" fill="white" class="classText"></text></g><g id="classid-FixedCosts-10" class="classGroup" 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float</tspan><tspan x="5" dy="10">project_management_administration: float</tspan><tspan x="5" dy="10">storm_coverage: float</tspan><tspan x="5" dy="10">submerge_land_lease_costs: float</tspan><tspan x="5" dy="10">third_party_liability: float</tspan><tspan x="5" dy="10">transmission_charges_rights: float</tspan><tspan x="5" dy="10">weather_forecasting: float</tspan><tspan x="5" dy="10">hierarchy: dict</tspan><tspan x="5" dy="10">resolution: dict</tspan></text><line x1="0" y1="237" y2="237" x2="264.28125"></line><text x="5" y="252" fill="white" class="classText"><tspan x="5">cost_category_validator(name: str, sub_name: list[str])</tspan></text></g><g id="classid-ServiceEquipment-11" class="classGroup" transform="translate(1388.87109375,0 )"><rect x="0" y="0" width="473.15625" height="298.21875" class=" "></rect><text y="15" x="0"><tspan class="title" x="194.21875">ServiceEquipment</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="473.15625"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">env: WombatEnvironment</tspan><tspan x="5" dy="10">manager: RepairManager</tspan><tspan x="5" dy="10">windfarm: Windfarm</tspan><tspan x="5" dy="10">settings: ScheduledServiceEquipmentData | UnscheduledServiceEquipmentData</tspan><tspan x="5" dy="10">at_port: bool</tspan><tspan x="5" dy="10">at_system: bool</tspan><tspan x="5" dy="10">onsite: bool</tspan><tspan x="5" dy="10">enroute: bool</tspan><tspan x="5" dy="10">transferring_crew: bool</tspan><tspan x="5" dy="10">current_system: bool</tspan></text><line x1="0" y1="127.125" y2="127.125" x2="473.15625"></line><text x="5" y="142.125" fill="white" class="classText"><tspan x="5">calculate_equipment_cost(duration: float)</tspan><tspan x="5" dy="10">calculate_hourly_cost(duration: float)</tspan><tspan x="5" dy="10">calculate_salary_cost(duration: float)</tspan><tspan x="5" dy="10">find_interrupted_weather_window(hours_required: float)</tspan><tspan x="5" 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"></rect><text y="15" x="0"><tspan class="title" x="83.6953125">System</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="200.453125"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">env: WombatEnvironment</tspan><tspan x="5" dy="10">id: str</tspan><tspan x="5" dy="10">name: str</tspan><tspan x="5" dy="10">operating_level: float</tspan><tspan x="5" dy="10">operating_level_wo_servicing: float</tspan><tspan x="5" dy="10">power_curve: Callable</tspan><tspan x="5" dy="10">repair_manager: RepairManager</tspan><tspan x="5" dy="10">servicing: bool</tspan><tspan x="5" dy="10">value: float</tspan><tspan x="5" dy="10">cable_failure: bool</tspan><tspan x="5" dy="10">capacity: float</tspan><tspan x="5" dy="10">subassemblies: list[Subassembly]</tspan><tspan x="5" dy="10">electrical_system: Subasembly</tspan><tspan x="5" dy="10">electronic_control: Subasembly</tspan><tspan x="5" dy="10">gearbox: Subasembly</tspan><tspan x="5" dy="10">generator: Subasembly</tspan><tspan x="5" dy="10">hydraulic_system: Subasembly</tspan><tspan x="5" dy="10">mechanical_brake: Subasembly</tspan><tspan x="5" dy="10">rotor_blades: Subasembly</tspan><tspan x="5" dy="10">rotor_hub: Subasembly</tspan><tspan x="5" dy="10">sensors: Subasembly</tspan><tspan x="5" dy="10">supporting_structure: Subasembly</tspan><tspan x="5" dy="10">yaw_system: Subasembly</tspan><tspan x="5" dy="10">transformer: Subasembly</tspan></text><line x1="0" y1="267.125" y2="267.125" x2="200.453125"></line><text x="5" y="282.125" fill="white" class="classText"><tspan x="5">power(windspeed: float | numpy.ndaray)</tspan><tspan x="5" dy="10">interrupt_all_subassembly_processes()</tspan></text></g><g id="classid-Subassembly-13" class="classGroup" transform="translate(613.4921875,418.21875 )"><rect x="0" y="0" width="252.546875" height="158.21875" class=" "></rect><text y="15" x="0"><tspan class="title" x="96.6640625">Subassembly</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="252.546875"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">id: str</tspan><tspan x="5" dy="10">name: str</tspan><tspan x="5" dy="10">env: WombatEnvironment</tspan><tspan x="5" dy="10">data: SubassemblyData</tspan><tspan x="5" dy="10">broken: bool</tspan><tspan x="5" dy="10">operating_level: float</tspan><tspan x="5" dy="10">turbine: System</tspan><tspan x="5" dy="10">processes: dict</tspan></text><line x1="0" y1="107.125" y2="107.125" x2="252.546875"></line><text x="5" y="122.125" fill="white" class="classText"><tspan x="5">run_single_failure(failure: Failure)</tspan><tspan x="5" dy="10">run_single_maintenance(maintenance: Maintenance)</tspan><tspan x="5" dy="10">interrupt_processes()</tspan><tspan x="5" dy="10">interrupt_all_subassembly_processes()</tspan></text></g><g id="classid-Cable-14" class="classGroup" transform="translate(1166.4921875,378.25 )"><rect x="0" y="0" width="252.546875" height="238.15625" class=" "></rect><text y="15" x="0"><tspan class="title" x="113.2890625">Cable</tspan></text><line x1="0" y1="21" y2="21" x2="252.546875"></line><text x="5" y="31" fill="white" class="classText"><tspan x="5">id: str</tspan><tspan x="5" dy="10">name: str</tspan><tspan x="5" dy="10">env: WombatEnvironment</tspan><tspan x="5" dy="10">data: SubassemblyData</tspan><tspan x="5" dy="10">broken: bool</tspan><tspan x="5" dy="10">servicing: bool</tspan><tspan x="5" dy="10">downstream_failure: bool</tspan><tspan x="5" dy="10">processes: dict</tspan><tspan x="5" dy="10">operating_level: float</tspan><tspan x="5" dy="10">operating_level_wo_servicing: float</tspan><tspan x="5" dy="10">repair_manager: RepairManager</tspan><tspan x="5" dy="10">servicing: bool</tspan><tspan x="5" dy="10">value: float</tspan><tspan x="5" dy="10">cable_failure: bool</tspan><tspan x="5" dy="10">capacity: float</tspan></text><line x1="0" y1="177.0625" y2="177.0625" x2="252.546875"></line><text x="5" y="192.0625" fill="white" class="classText"><tspan 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diff --git a/_images/high_level_diagram.svg b/_images/high_level_diagram.svg
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diff --git a/_images/package_hierarchy.svg b/_images/package_hierarchy.svg
new file mode 100644
index 00000000..04a54bf8
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diff --git a/_sources/API/index.md.txt b/_sources/API/index.md.txt
new file mode 100644
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--- /dev/null
+++ b/_sources/API/index.md.txt
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+# WOMBAT API
+
+The WOMBAT framework relies on a set of base data classes powered by the attrs
+library and a series of simulation classes and methods to perform all the operations.
+
+To make a it easier for users, there is also a simulation interface provided.
+
+## Package Hierarchy
+
+```{image} ../images/package_hierarchy.svg
+:alt:
+:align: center
+```
+
+## Class Hierarchy
+
+```{image} ../images/class_diagram.svg
+:alt:
+:align: center
+:width: 2400px
+```
+
+```{toctree}
+:maxdepth: 2
+
+simulation_api
+simulation
+types
+```
diff --git a/_sources/API/simulation.md.txt b/_sources/API/simulation.md.txt
new file mode 100644
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+++ b/_sources/API/simulation.md.txt
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+# Simulation Tools and Methodology
+
+
+## Simulation Classes
+There are a variety of components that enable a simulation to be run, from the
+environment, to the windfarm and its composition, and the servicing equipment. The
+below will show how each of the APIs are powered to enable the full flexibility of modeling.
+
+```{image} ../images/simulation_tools.svg
+:alt:
+:align: center
+:width: 2400px
+```
+
+### Environment
+```{eval-rst}
+.. autoclass:: wombat.core.environment.WombatEnvironment
+   :members:
+   :undoc-members:
+```
+
+### Repair Management
+```{eval-rst}
+.. autoclass:: wombat.core.repair_management.RepairManager
+   :members:
+   :undoc-members:
+   :exclude-members: _current_id
+```
+
+### Servicing Equipment
+```{eval-rst}
+.. automodule:: wombat.core.service_equipment
+   :members:
+   :inherited-members:
+   :exclude-members: ServiceEquipment
+
+.. autoclass:: wombat.core.service_equipment.ServiceEquipment
+   :members:
+   :inherited-members:
+   :undoc-members:
+   :exclude-members: env, windfarm, manager, settings
+```
+
+### Port
+```{eval-rst}
+.. automodule:: wombat.core.port
+   :exclude-members: Port
+
+.. autoclass:: wombat.core.port.Port
+   :members: transfer_requests_from_manager, repair_single, run_repairs,
+      wait_until_next_shift, run_tow_to_port, run_unscheduled_in_situ
+   :inherited-members:
+   :undoc-members:
+   :exclude-members: env, windfarm, manager, settings, requests_serviced, turbine_manager,
+      crew_manager, tugboat_manager, active_repairs, GetQueue, PutQueue, capacity, get,
+      get_queue, items, put, put_queue
+```
+
+
+## Windfarm Classes
+
+### Windfarm
+```{eval-rst}
+.. automodule:: wombat.windfarm.windfarm
+   :members:
+   :undoc-members:
+```
+
+### System: Wind Turbine or Substation
+```{eval-rst}
+.. automodule:: wombat.windfarm.system.system
+   :members:
+   :undoc-members:
+```
+
+### Subassembly
+```{eval-rst}
+.. automodule:: wombat.windfarm.system.subassembly
+   :members:
+   :undoc-members:
+```
+
+### Cable
+```{eval-rst}
+.. automodule:: wombat.windfarm.system.cable
+   :members:
+   :undoc-members:
+```
diff --git a/_sources/API/simulation_api.md.txt b/_sources/API/simulation_api.md.txt
new file mode 100644
index 00000000..391f7ad8
--- /dev/null
+++ b/_sources/API/simulation_api.md.txt
@@ -0,0 +1,42 @@
+# Simulation API
+
+```{image} ../images/simulation_api.svg
+:alt:
+:align: center
+:width: 2400px
+```
+
+## Configuration
+```{eval-rst}
+.. autoclass:: wombat.core.simulation_api.Configuration
+   :members:
+   :undoc-members:
+   :exclude-members: name, library, layout, service_equipment, weather, workday_start,
+    workday_end, inflation_rate, fixed_costs, project_capacity, start_year, end_year,
+    port, SAM_settings
+```
+
+## Simulation Interface
+```{eval-rst}
+.. autoclass:: wombat.core.simulation_api.Simulation
+   :members:
+   :undoc-members:
+   :exclude-members: setup_simulation, config, env, initialize_metrics, library_path,
+    metrics, repair_manager, service_equipment, windfarm, port
+```
+
+
+## Metrics Computation
+For example usage of the Metrics class and its associated methods, please see the [examples documentation page](../examples/metrics_demonstration)
+```{eval-rst}
+.. autoclass:: wombat.core.post_processor.Metrics
+   :members: from_simulation_outputs, power_production, time_based_availability,
+    production_based_availability, capacity_factor, task_completion_rate,
+    equipment_costs, service_equipment_utilization, vessel_crew_hours_at_sea,
+    number_of_tows, labor_costs, equipment_labor_cost_breakdowns, component_costs,
+    opex, npv, project_fixed_costs, process_times, pysam_npv, pysam_lcoe_real,
+    pysam_lcoe_nominal, pysam_irr, pysam_all_outputs
+   :member-order: bysource
+   :undoc-members:
+   :exclude-members:
+```
diff --git a/_sources/API/types.md.txt b/_sources/API/types.md.txt
new file mode 100644
index 00000000..a883f82c
--- /dev/null
+++ b/_sources/API/types.md.txt
@@ -0,0 +1,126 @@
+# Data Classes
+
+The WOMBAT architecture relies heavily on a base set of data classes to process most of
+the model's inputs. This enables a rigid, yet robust data model to properly define a
+simulation.
+
+```{image} ../images/data_classes.svg
+:alt:
+:align: center
+:width: 2400px
+```
+
+## What is this FromDictMixin I keep seeing in the code diagrams?
+
+The `FromDictMixin` class provides a standard method for providing dictionary definitions
+to `attrs` dataclasses without worrying about overloading the definition. Plus, you get
+the convenience of writing `cls.from_dict(data_dict)` instead of cls(**data_dict), and
+hoping for the best.
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.FromDictMixin
+   :members:
+   :undoc-members:
+   :exclude-members:
+```
+
+## Maintenance Tasks
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.Maintenance
+   :members:
+   :undoc-members:
+   :exclude-members: time, materials, frequency, equipment, system_value, description,
+    level, operation_reduction
+```
+
+
+## Failures
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.Failure
+   :members:
+   :undoc-members:
+   :exclude-members: scale, shape, time, materials, operation_reduction, weibull, name,
+    maintenance, failures, level, equipment, system_value, description
+```
+
+
+## Service Equipment
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.ServiceEquipmentData
+   :members:
+   :undoc-members:
+   :exclude-members: data_dict, strategy
+```
+
+
+## ServiceCrew
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.ServiceCrew
+   :members:
+   :undoc-members:
+   :exclude-members: n_day_rate, day_rate, n_hourly_rate, hourly_rate
+```
+
+
+## Scheduled Service Equipment
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.ScheduledServiceEquipmentData
+   :members:
+   :undoc-members:
+   :exclude-members: name, equipment_rate, day_rate, n_day_rate, hourly_rate,
+    n_hourly_rate, start_month, start_day, start_year, end_month, end_day, end_year,
+    capability, mobilization_cost, mobilization_days, speed, max_windspeed_repair,
+    max_windspeed_transport, max_waveheight_transport, max_waveheight_repair, onsite,
+    method, max_severity, operating_dates, create_date_range, workday_start,
+    workday_end, crew, crew_transfer_time, n_crews, strategy
+```
+
+
+## Unscheduled Service Equipment
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.UnscheduledServiceEquipmentData
+   :members:
+   :undoc-members:
+   :exclude-members: name, equipment_rate, day_rate, n_day_rate, hourly_rate,
+    n_hourly_rate, start_month, start_day, start_year, end_month, end_day, end_year,
+    capability, mobilization_cost, mobilization_days, speed, max_windspeed_repair,
+    max_windspeed_transport, max_waveheight_transport, max_waveheight_repair, onsite,
+    method, max_severity, operating_dates, create_date_range, workday_start,
+    workday_end, crew, crew_transfer_time, n_crews, strategy, strategy_threshold,
+    charter_days
+```
+
+
+## Subassembly Model
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.SubassemblyData
+   :members:
+   :undoc-members:
+   :exclude-members: name, maintenance, failures, system_id, system_name, system_value,
+    subassembly_id, subassembly_name, severity_level, details, cable, upstream_turbines
+```
+
+
+## Fixed Cost Model
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.FixedCosts
+   :members:
+   :undoc-members:
+   :exclude-members: operations, operations_management_administration,
+    project_management_administration, marine_management, weather_forecasting,
+    condition_monitoring, operating_facilities, environmental_health_safety_monitoring,
+    insurance, brokers_fee, operations_all_risk, business_interruption,
+    third_party_liability, storm_coverage, annual_leases_fees, submerge_land_lease_costs,
+    transmission_charges_rights, onshore_electrical_maintenance, labor, resolution,
+    hierarchy, cost_category_validator
+```
+
+
+## Repair Requests
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.RepairRequest
+   :members:
+   :undoc-members:
+   :exclude-members: system_id, system_name, subassembly_id, subassembly_name,
+    severity_level, details, cable, upstream_turbines
+```
diff --git a/_sources/changelog.md.txt b/_sources/changelog.md.txt
new file mode 100644
index 00000000..16c7724e
--- /dev/null
+++ b/_sources/changelog.md.txt
@@ -0,0 +1,4 @@
+# Change Log
+
+```{include} ../../CHANGELOG.md
+```
diff --git a/_sources/examples/examples_reference.md.txt b/_sources/examples/examples_reference.md.txt
new file mode 100644
index 00000000..e4ec926d
--- /dev/null
+++ b/_sources/examples/examples_reference.md.txt
@@ -0,0 +1,55 @@
+Examples Reference
+==================
+
+This page will provide a brief overview of the varying examples available in the
+[examples folder on GitHub](https://github.com/WISDEM/WOMBAT/blob/main/examples).
+
+## `archival/`
+
+This contains the old notebooks and data used to prepare the unveiling of the model to
+DOE. The results are displayed in
+[presentations section](../presentations.md#fy20-doe-presentation) of the documentation.
+
+## Explanations
+
+The following notebooks are aimed at demonstrating and explaining various functionality
+to users.
+
+### `how_to.ipynb`
+
+This is a Jupyter Notebook version of the [*How To* section](./how_to.md) of the documentation that
+allows users to interact with the walk through.
+
+### `strategy_demonstration.ipynb`
+
+This is a Jupyter Notebook version of the
+[*Strategy Demonstration* section](./strategy_demonstration.md) of the documentation
+that allows users to interact with the walk through.
+
+### `metrics_demonstration.ipynb`
+
+This is a Jupyter Notebook version of the
+[*Metrics Demonstration* section](./metrics_demonstration.md) of the documentation that
+allows users to interact with the varying maintenance strategy models.
+
+
+## Validation
+
+### `dinwoodie_validation.ipynb`
+
+This shows the latest results of the model validation using the modeling parameters from
+Dinwoodie, et. al, 2015 [^dinwoodie2015reference].
+
+### `iea_26_validation.ipynb`
+
+This shows the latest results of the model validation using the modeling parameters from
+IEA, 2016 [^smart2016iea].
+
+### `timing_benchmarks.ipynb`
+
+This notebook is a simple benchmark for comparing run times between releases from NREL's
+FY22 & FY23. That said, there has been a change in computers since running this, and
+the listed times for v0.7 in the notebooks will not match those in this example.
+
+[^dinwoodie2015reference]: Iain Dinwoodie, Ole-Erik V Endrerud, Matthias Hofmann, Rebecca Martin, and Iver Bakken Sperstad. Reference cases for verification of operation and maintenance simulation models for offshore wind farms. *Wind Engineering*, 39(1):1–14, 2015.
+[^smart2016iea]: Gavin Smart, Aaron Smith, Ethan Warner, Iver Bakken Sperstad, Bob Prinsen, and Roberto Lacal-Arantegui. Iea wind task 26: offshore wind farm baseline documentation. Technical Report, National Renewable Energy Lab.(NREL), Golden, CO (United States), 2016.
diff --git a/_sources/examples/how_to.md.txt b/_sources/examples/how_to.md.txt
new file mode 100644
index 00000000..c3b7fae1
--- /dev/null
+++ b/_sources/examples/how_to.md.txt
@@ -0,0 +1,691 @@
+---
+jupytext:
+  text_representation:
+    extension: .md
+    format_name: myst
+kernelspec:
+  display_name: Python 3
+  language: python
+  name: python3
+---
+
+# How To Use WOMBAT
+
+This tutorial will walk through the setup, running, and results stages of a WOMBAT
+simulation while providing background information about how each component is related.
+
+## Imports
+
+The following code block demonstrates a typical setup for working with WOMBAT and running
+analyses.
+
+```{code-cell} ipython3
+from time import perf_counter  # timing purposes only
+
+import numpy as np
+import pandas as pd
+
+from wombat import Simulation
+from wombat.core.library import load_yaml, DINWOODIE
+
+# Seed the random variable for consistently randomized results
+np.random.seed(0)
+
+# Improve the legibility of DataFrames
+pd.set_option("display.float_format", '{:,.2f}'.format)
+pd.set_option("display.max_rows", 1000)
+pd.set_option("display.max_columns", 1000)
+```
+
+
+## Defining the Simulation
+
+The following will demonstrate the required information to run a simulation. For the
+purposes of this tutorial, we'll be working with the data under
+`library/code_comparison/dinwoodie` in the Github repository, and specifically the base
+case.
+
+One important item to note is that the library structure is enforced within the code so all
+data must be placed in the appropriate locations in your analysis' library as follows:
+
+```{warning}
+As of v0.6, the following structure will be adopted to mirror the format of the
+[ORBIT library structure](https://github.com/WISDEM/ORBIT/blob/master/ORBIT/core/library.py#L7-L24)
+to increase compatibility between similar libraries.
+
+WOMBAT will still support the original structure until v0.9, depending to allow users to
+update in their own time.
+```
+
+To help users convert to the new structure, the following method is provided to create
+the required folder structure for users.
+
+```{code-block} python
+
+from wombat import create_library_structure  # located in wombat.core.library
+
+new_library = "library"
+create_library_structure(new_library)
+```
+
+The above method call will produce the below folder and subfolder structure.
+
+```
+<library>
+  ├── project
+    ├── config     <- Project-level configuration files
+    ├── port       <- Port configuration files
+    ├── plant      <- Wind farm layout files
+  ├── cables       <- Export and Array cable configuration files
+  ├── substations  <- Substation configuration files
+  ├── turbines     <- Turbine configuration and power curve files
+  ├── vessels      <- Land-based and offshore servicing equipment configuration files
+  ├── weather      <- Weather profiles
+  ├── results      <- The analysis log files and any saved output data
+```
+
+Users can then migrate their data from the old (below) structure to the new (above)
+structure using their preferred method.
+
+```
+<libray>
+  ├── config            <- Simulation configuration files
+  ├── windfarm          <- Windfarm layout file(s); turbine, substation, and cable configurations
+  ├── outputs
+    ├── logs            <- The raw anaylsis log files
+    ├── metrics         <- A place to save metrics/computed outputs.
+    ├── <self-defined>  <- Any other folder you choose for saving outputs (not enforced)
+  ├── repair            <- Overarching folder for repair configurations, such as ports
+    ├── transport       <- Servicing equipment configurations
+  ├── weather           <- Weather profiles
+```
+
+As a convenience feature you can import the provided validation data libraries as
+`DINWOODIE` or `IEA_26` as is seen in the imports above, and a consistent path will be
+enabled.
+
+In practice, any folder location can be used so long as it follows the subfolder structure provided
+here.
+
+
+### Windfarm Layout
+
+The windfarm layout is determined by a csv file, `dinwoodie/windfarm/layout.csv` in this case. Below is a sample of what information is required and how to use each field, followed by a visual example. It should be noted that none of the headings are case sensitive.
+
+
+id (required)
+: Unique identifier for the asset; no spaces allowed.
+
+substation_id (required)
+: The id field for the substation that the asset connects to; in the case that this is a substation, then this field should be the same as id; no spaces allowed.
+
+name (required)
+: A descriptive name for the turbine, if desired. This can be the same as id.
+
+type (optional)
+: One of "turbine" or "substation". This is required to accurately model a multi-substation wind farm. The base assumption is that a substation connects to itself as a means to model the export cable connecting to the interconnection point, however, this is not always the case, as substations may be connected through their export systems. Using this filed allows for that connection to be modeled accurately.
+
+longitude (optional)
+: The longitudinal position of the asset, can be in any geospatial reference; optional.
+
+latitude (optional)
+: The latitude position of the asset, can be in any geospatial reference; optional.
+
+string (required)
+: The integer, zero-indexed, string number for where the turbine will be positioned.
+
+order (required)
+: The integer, zero-indexed position on the string for where the turbine will be positioned.
+
+distance (optional)
+: The distance to the upstream asset; if this is calculated (input = 0), then the straightline distance is calculated using the provided coordinates (WGS-84 assumed).
+
+subassembly (required)
+: The file that defines the asset's modeling parameters.
+
+upstream_cable (required)
+: The file that defines the upstream cable's modeling parameters.
+
+upstream_cable_name (optional)
+: The descriptive name to give to the cable that will be used during logging. This enables users to use a single cable definition file while maintaining the naming conventions used for the wind farm being simulated.
+
+```{note}
+In the example below, there are a few noteworthy caveats that will set the stage for
+later input reviews:
+ - The cables are not modeled, which has a couple of implications
+   - There only needs to be one string "0"
+   - The cable specifications are required, even if not being modeled (details later)
+ - longitude, latitude, and distance are all "0" because the spatial locations are not used
+ - subassembly is all "vestas_v90.yaml", but having to input the turbine subassembly model
+  means that multiple turbine types can be used on a windfarm.
+    - This same logic applies to the upstream_cable so that multiple cable types can be
+     used as appopriate.
+```
+
+<div style="overflow-y:auto;overflow-x:auto">
+
+| id | substation_id | name | type | longitude | latitude | string | order | distance | subassembly | upstream_cable |
+| :-- | :-- | :-- | :-- | --: | --: | --: | --: | --: | :-- | :-- |
+| OSS1 | OSS1 | OSS1 | substation | 0 | 0 |  |  |  | offshore_substation.yaml | export.yaml |
+| S00T1 | OSS1 | S00T1 | turbine | 0 | 0 | 0 | 0 | 0 | vestas_v90.yaml | array.yaml |
+| S00T2 | OSS1 | S00T2 | turbine | 0 | 0 | 0 | 1 | 0 | vestas_v90.yaml | array.yaml |
+| S00T3 | OSS1 | S00T3 | turbine | 0 | 0 | 0 | 2 | 0 | vestas_v90.yaml | array.yaml |
+| ... |
+| S00T79 | OSS1 | S00T79 | turbine | 0 | 0 | 0 | 78 | 0 | vestas_v90.yaml | array.yaml |
+| S00T80 | OSS1 | S00T80 | turbine | 0 | 0 | 0 | 79 | 0 | vestas_v90.yaml | array.yaml |
+</div>
+
+### Weather Profile
+
+The weather profile will broadly define the simulation range with its start and stop
+points, though a narrower one can be used when defining the simulation (more later).
+
+The following columns should exist in the data set with the provided guidelines.
+
+datetime (required)
+: A date and time stamp, any format.
+
+windspeed (required)
+: The hourly, mean windspeed, in meters per second at the time stamp.
+
+waveheight (optional)
+: The hourly, mean waveheight, in meters, at the time stamp. If waves are not required,
+    this can be filled with zeros, or be left out entirely.
+
+
+Below, is a demonstration of what `weather/alpha_ventus_weather_2002_2014.csv` looks like.
+
+| datetime | windspeed | waveheight |
+| :-- | --: | --: |
+| 1/1/02 0:00 | 11.75561096 | 1.281772405 |
+| 1/1/02 1:00 | 10.41321252 | 1.586584315 |
+| 1/1/02 2:00 | 8.959270788 | 1.725690828 |
+| 1/1/02 3:00 | 9.10014808 | 1.680982063 |
+| ... |
+| 12/31/14 22:00 | 14.40838803 | 0.869625003 |
+| 12/31/14 23:00 | 14.04563195 | 0.993031445 |
+
+
+### Environmental Considerations
+
+In addition to using weather conditions for site characteristics, WOMBAT is able to
+model environmental considerations where a port or site cannot be accessed, for example,
+when silt builds up and water depths become too low to tow a turbine into the port.
+There is also a feature for imposing maximum operating speeds, such as when there are
+animal migrations and vessels must slow down to avoid collisions with endangered species.
+
+Defining the `non_operational_start` and `non_operational_end` at either the servicing
+equipment, environment, or port level allows for the creation of an annualized date
+range spanning the length of the simulation where operations are not allowed to occur.
+When defined at the environment level, all servicing equipment and a port, if defined,
+will have this non-operational period applied, and if it's already existing, the more
+conservative of the date ranges will be applied. When defined at the port level, all
+associated servicing equipment (tugboats) will have the same inuring priority as when
+defined at the environment level.
+
+The same logic applies when defining the `reduced_speed_start` and `reduced_speed_end`
+for defining when the operating speeds of servicing equipment are capped at the
+`reduced_speed`. As is the case above, these variables can also be defined at the
+servicing equipment level for further customization.
+
+
+### Fixed Costs
+
+Please see the [`FixedCosts` API documentation](../API/types.md#fixed-cost-model) for
+details on this optional piece of financial modeling.
+
+For modeling a tow-to-port strategy that the port rental costs should be included in
+this category, and not in the port configuration.
+
+
+### Financial Model (SAM)
+
+WOMBAT uses PySAM to model the financials of the windfarm and retrieve higher-level cost
+metrics only data is passed into the `SAM_settings` filed in the main configuration. An
+input file exists, but is only for demonstration purposes, and does not contain
+meaningful inputs.
+
+```{warning}
+This does not currently work due to updates in PySAM that need to be remapped in the
+post-processing module.
+
+Update: This functionality will be entirely deprecated in v0.9.
+```
+
+
+### Servicing Equipment
+
+The servicing equipment control the actual repairs within a simulation, and as of v0.5,
+there are four different repair strategies that can be used: scheduled, downtime-based
+unscheduled, repair-based unscheduled, and tow-to-port. These are options are controlled
+through the `capability` settings in each equipment's configuration in conjunction with
+the `service_equipment` setting in the maintenance and failure configurations for each
+subassembly.
+
+For complete documentation of how the servicing equipment parameters are defined, please
+see the [ServiceEquipmentData API documentation](../API/types.md#service-equipment)
+
+Below is an definition of the different equipment codes and their designations to show
+the breadth of what can be simulated. These codes do not have separate operating models,
+but instead allow the user to specify the types of operations the servicing equipment
+will be able to operate on. This model should be aligned with the `service_equipment`
+requirements in the subassembly failure and maintenance models.
+
+RMT
+: remote (no actual equipment BUT no special implementation), akin to remote resets
+
+DRN
+: drone, or potentially even helicopters by changing the costs
+
+CTV
+: crew transfer vessel/onsite truck
+
+SCN
+: small crane (i.e., field support vessel or cherry picker)
+
+LCN
+: large crane (i.e., heavy lift vessel or crawler crane)
+
+CAB
+: cabling-specific vessel/vehicle
+
+DSV
+: diving support vessel
+
+TOW
+: tugboat/towing (a failure with this setting will trigger a tow-to-port scenario where
+the simulation's `Port` will dispatch the tugboats as needed)
+
+AHV
+: anchor handling vessel (this is a variation on the tugboat for mooring repairs that
+will not tow anthing between port and site, but operate at the site)
+
+Aside from the TOW and AHV capabilities there are no operations specific to each
+capability. The remaining configurations of a servicing equipment such as equipment
+rates, mobilization, labor, and operating limits will define the nature of its operation
+in tandem with a failure's `time` field. So for a remote reset (RMT), there will be a
+trivial equipment rate, if any, associated with it to account for the specific operations
+or resetting the subassembly remotely. Similarly, a drone repair or inspection (DRN)
+will not require any onboard crew, so labor will 0, or low if assuming an operator that
+is unaccounted for in the site `FixedCosts`, but will require more time than a remote
+reset in addition to a higher equipment cost.
+
+In addition to a variety of servicing equipment types, there is support for
+3 different equipment-level dispatch strategies, as described below. For a set of
+example scenarios, please see the [strategy demonstration](strategy_demonstration.ipynb).
+
+scheduled
+: dispatch servicing equipment for a specified date range each year
+
+requests
+: dispatch the servicing equipment once a `strategy_threshold` number of requests
+  that the equipment can service has been reached
+
+downtime
+: dispatch the servicing equipment once the windfarm's operating level reaches the
+  `strategy_threshold` percent downtime.
+
+
+### The System Models
+
+The actual assets on the windfarm such as cables, turbines, and substations, are
+referred to as systems in WOMBAT, and each has their own individual model. Within each
+of these systems, there are user-defined subassemblies (or componenents) that rely on
+two types of repair models:
+
+- maintenance: scheduled, fixed time interval-based maintenance tasks
+- failures: unscheduled, Weibull distribution-based modeled, maintenance tasks
+
+The subassemblies keys in the system YAML definition can be user-defined
+to accommodate the varying language among industry groups and generations of wind
+technologies. The only restrictions are the YAML keys must not contain any special
+characters, and cannot be repeated
+
+In the example below we show a `generator` subassembly with an annual service task and
+frequent manual reset. For a thorough definition, please read the API
+documentation of the [Maintenance](../API/types.md#maintenance-tasks) and
+[Failure](../API/types.md#failures) data classes. Note that the yaml defintion below
+specifies that maintenance tasks are in a bulleted list format and that failure
+defintions require a dictionary-style input with keys to match the severity level of a
+given failure. For more details on the complete subassembly definition, please visit the
+[Subassembly API documentation](../API/types.md#subassembly-model).
+
+```{code-block} yaml
+generator:
+  name: generator  # doesn't need to match the subassembly key that becomes System.id
+  maintenance:
+  - description: annual service
+    time: 60
+    materials: 18500
+    service_equipment: CTV
+    frequency: 365
+    operation_reduction: 0  # default value
+  failures:
+    1:
+      scale: 0.1333
+      shape: 1
+      time: 3
+      materials: 0
+      service_equipment: CTV
+      operation_reduction: 0.0
+      replacement: False  # default value
+      level: 1  # Note that the "level" value matches the key "1"
+      description: manual reset
+```
+
+
+#### Substations
+
+The substation model relies on two specific inputs, and one subassembly input (transformer).
+
+capacity_kw
+: The capacity of all turbines in the windfarm, neglecting any losses. Only needed if
+a $/kw cost basis is being used.
+
+capex_kw
+: The $/kw cost of the machine, if not providing absolute costs.
+
+Additional keys can be added to represent subassemblies, such as a transformer, in the
+same format as the generator example above. Similarly, a user can define as man or as
+few of the subassemblies as desired with their preferred naming conventions
+
+The following is an example of substation YAML definition with no modeled subasemblies.
+
+```{code-block} yaml
+capacity_kw: 670000
+capex_kw: 140
+transformer:
+  name: transformer
+  maintenance:
+    -
+      description: n/a
+      time: 0
+      materials: 0
+      service_equipment: CTV
+      frequency: 0
+  failures:
+    1:
+      scale: 0
+      shape: 0
+      time: 0
+      materials: 0
+      service_equipment: [CTV]
+      operation_reduction: 0
+      level: 1
+      description: n/a
+```
+
+
+#### Turbines
+
+The turbine has the most to define out of the three systems in the windfarm model.
+Similar to the substation, it relies mainly on the subassembly model with a few extra
+parameters, as defined here:
+
+capacity_kw
+: The capacity of the system. Only needed if a $/kw cost basis is being used.
+
+capex_kw
+: The $/kw cost of the machine, if not providing absolute costs.
+
+power_curve: file
+: File that provides the power curve definition.
+
+power_curve: bin_width
+The desired interval, in m/s, between adjacent points on the power curve to be used for
+power calculations.
+
+The `windfarm/vestas_v90.yaml` data file provides the following definition in addition
+to the the maintenance and failure definitions that were shown previously.
+
+```{code-block} yaml
+capacity_kw: 3000
+capex_kw: 1300
+power_curve:
+  file: vestas_v90_power_curve.csv
+  bin_width: 0.5
+```
+
+The power curve input CSV requires the following two columns: `windspeed_ms` and
+`power_kw` that should be defined using the windspeed for a bin, in m/s and the power produced at that
+windspeed, in kW. The current method available for generating the power curve is the IEC
+61400-12-1-2 method for a wind-speed binned power curve. If there is a need/desire for
+additional power curve methodologies, then [please submit an issue on the GitHub](https://github.com/WISDEM/WOMBAT/issues)!
+
+For an open source listing of a variety of land-based, offshore, and distributed wind
+turbine power curves, please visit the
+[NREL Turbine Models repository](https://github.com/NREL/turbine-models).
+
+
+#### Cables
+
+The array cable is the simplest format in that you only define a descriptive name,
+and the maintenance and failure events as below. It should be noted that the scheme
+is a combination of both the system and subassembly configuration.
+
+For export cables that connect substations, as opposed to an interconnection, they will
+not create dependencies because it is assumed they bypass the substation altogether,
+and connect directly with the export system. This means that if there is a failure at a
+downstream substation, the connecting export cable and its upstream turbine, substation,
+and cable connections will continue to operate normally.
+
+```{code-block} yaml
+name: array cable
+maintenance:
+  -
+    description: n/a
+    time: 0
+    materials: 0
+    service_equipment: CTV
+    frequency: 0
+failures:
+  1:
+    scale: 0
+    shape: 0
+    time: 0
+    materials: 0
+    operation_reduction: 0
+    service_equipment: CAB
+    level: 1
+    description: n/a
+```
+
+
+## Set Up the Simulation
+
+In the remaining sections of the tutorial, we will work towards setting up and running
+a simulation.
+
+### Define the data library path
+
+The set library enables WOMBAT to easily access and store data files in a consistent
+manner. Here the `DINWOODIE` reference is going to be used again.
+
+```{note}
+If a custom library is being used, the `library_path` must be the full path name to the
+location of the folder where the configuration data is contained.
+```
+
+```{warning}
+In v0.6, a new library structure
+```
+
+```{code-cell} ipython3
+library_path = DINWOODIE  # or user-defined path for an external data library
+```
+
+### The configuration file
+
+
+In the configuration below, there are a number of data points that will define our
+windfarm layout, weather conditions, working hours, customized start and completion
+years, project size, financials, and the servicing equipment to be used. Note that there
+can be as many or as few of the servicing equipment units as desired.
+
+The purpose of an overarching configuration file is to provide a single place to define
+the primary inputs for a simulation. Below the base configuration is loaded and displayed
+with comments to show where each of files are located in the library structure. WOMBAT
+will know where to go for these pointers when the simulation is initialized so the data
+is constructed and validated correctly.
+
+```{code-cell} ipython3
+config = load_yaml(library_path / "project/config", "base.yaml")
+```
+
+```{code-block} yaml
+# Contents of: dinwoodie / config / base.yaml
+name: dinwoodie_base
+library: DINWOODIE
+weather: alpha_ventus_weather_2002_2014.csv  # located in: dinwoodie / weather
+service_equipment:
+# YAML-encoded list, but could also be created in standard Python list notation with
+# square brackets: [ctv1.yaml, ctv2.yaml, ..., hlv_requests.yaml]
+# All below equipment configurations are located in: dinwoodie / vessels
+  - ctv1.yaml
+  - ctv2.yaml
+  - ctv3.yaml
+  - fsv_requests.yaml
+  - hlv_requests.yaml
+layout: layout.csv  # located in: dinwoodie / windfarm
+inflation_rate: 0
+fixed_costs: fixed_costs.yaml  # located in: dinwoodie / project / config
+workday_start: 7
+workday_end: 19
+start_year: 2003
+end_year: 2012
+project_capacity: 240
+# port: base_port.yaml  <- When running a tow-to-port simulation the port configuration
+#                          pointer is provided here and located in: dinwoodie / project / port
+```
+
+## Create a simulation
+
+There are two ways that this could be done, the first is to use the classmethod
+`Simulation.from_config()`, which allows for the full path string, a dictionary, or
+`Configuration` object to passed as an input, and the second is through a standard
+class initialization.
+
+### Option 1: `Simulation.from_config()`
+
+Load the file from the `Configuration` object that was created in the prior code black
+
+```{code-cell} ipython3
+
+sim = Simulation.from_config(config)
+
+# Delete any files that get initialized through the simulation environment
+sim.env.cleanup_log_files()
+```
+
+### Option 2: `Simulation()`
+
+Load the configuration file automatically given a library path and configuration file name.
+
+In this usage, the string "DINWOODIE" can be used because the `Simulation` class knows
+to look for this library mapping, as well as the "IEA_26" mapping for the two validation
+cases that we demonstrate in the examples folder.
+
+```{note}
+In Option 2, the config parameter can also be set with a dictionary.
+
+The library path in the configuration file should match the one provided, or the
+setup steps will fail in the simulation.
+```
+
+```{code-cell} ipython3
+sim = Simulation(
+    library_path="DINWOODIE",  # automatically directs to the provided library
+    config="base.yaml"
+)
+sim.env.cleanup_log_files()
+```
+
+### Seeding the simulation random variable
+
+Using `random_seed` a simulation can be seeded to produce the same results every single
+time, or a `random_generator` can be provided to use the same generator for a batch of
+identical simulations to better understand the variations in results.
+
+```{code-cell} ipython3
+sim = Simulation(
+    library_path="DINWOODIE",  # automatically directs to the provided library
+    config="base.yaml",
+    random_seed=2023,  # integer value indicating how to seed the internally-created generator
+)
+sim.env.cleanup_log_files()
+
+rng = np.random.default_rng(seed=2023)  # create the generator
+sim = Simulation(
+    library_path="DINWOODIE",  # automatically directs to the provided library
+    config="base.yaml",
+    random_generator=rng,  # generator that can be shared among all processes
+)
+```
+
+
+## Run the analysis
+
+When the run method is called, the default run time is for the full length of the
+simulation, however, if a shorter run than was previously designed is required for
+debugging, or something similar, we can use `sum.run(until=<your-time>)` to do this. In
+the `run` method, not only is the simulation run, but the metrics class is loaded at the
+end to quickly transition to results aggregation without any further code.
+
+```{warning}
+It should be noted at this stage that a run time that isn't divisible by 8760 (hours in
+a year), the run will fail if the SAM financial model is being used due to a mismatch
+with PySAM's requirements and the model's outputs. This will be worked
+out in later iterations to cap it to the correct number of hours (future feature) for an
+evenly divisible year.
+
+Users should also be careful of leap years because the PySAM model cannot handle them,
+though if Feb 29 is provided, it will be a part of the analysis and stripped out before
+being fed to PySAM, so no errors will occur.
+```
+
+```{code-cell} ipython3
+# Timing for a demonstration of performance
+start = perf_counter()
+
+sim.run()
+
+end = perf_counter()
+
+timing = end - start
+print(f"Run time: {timing / 60:,.2f} minutes")
+```
+
+
+## Metric computation
+
+For a more complete view of what metrics can be compiled, please see the [metrics notebook](metrics_demonstration.ipynb), though for the sake of demonstration a few methods will
+be shown here
+
+```{code-cell} ipython3
+net_cf = sim.metrics.capacity_factor(which="net", frequency="project", by="windfarm").values[0][0]
+gross_cf = sim.metrics.capacity_factor(which="gross", frequency="project", by="windfarm").values[0][0]
+print(f"  Net Capacity Factor: {net_cf:2.1%}")
+print(f"Gross Capacity Factor: {gross_cf:2.1%}")
+```
+
+```{code-cell} ipython3
+# Report back a subset of the metrics
+total = sim.metrics.time_based_availability(frequency="project", by="windfarm")
+print(f"  Project time-based availability: {total.windfarm[0]:.1%}")
+
+total = sim.metrics.production_based_availability(frequency="project", by="windfarm")
+print(f"Project energy-based availability: {total.windfarm[0]:.1%}")
+
+total = sim.metrics.equipment_costs(frequency="project", by_equipment=False)
+print(f"          Project equipment costs: ${total.values[0][0] / sim.metrics.project_capacity:,.2f}/MW")
+
+```
+
+
+## Optional: Delete the logging files
+
+In the case that a lot of simulations are going to be run, and the processed outputs are all that is required, then there is a convenience method to cleanup these files automatically once you are done.
+
+```{code-cell} ipython3
+sim.env.cleanup_log_files()
+```
diff --git a/_sources/examples/index.md.txt b/_sources/examples/index.md.txt
new file mode 100644
index 00000000..d49c729a
--- /dev/null
+++ b/_sources/examples/index.md.txt
@@ -0,0 +1,146 @@
+
+Reference
+=========
+
+This page provides an overview of what WOMBAT is currently able to model, broken down by
+general category. Following this, there are separate pages for how this is done as
+demonstrated through example notebooks. To fully follow the particulars of each example,
+it is recommended to see how each model's configuration files are composed.
+
+For thorough explanations of the design and implementation ethos of the model, please
+see our NREL Technical Report: https://www.osti.gov/biblio/1894867, which was published
+alongside v0.5.1, so some functionality has been updated.
+## Feature Overview
+
+For a complete and detailed description of the functionality provided in WOMBAT, it is
+recommended to read the API documentation. However, that is quite a task, so below is
+a short listing of the core functionality that WOMBAT can provide.
+
+### Post Processing and the Simulation API
+
+- The [`Simulation` class](../API/simulation_api.md#simulation-api) and its
+  [`Configuration`](../API/simulation_api.md#configuration) allow users unfamiliar with
+  Python to run the simulation library with minimal code. This was the primary design
+  choice for the model: to create a configuration-based model to enable users with nearly
+  any level Python exposure.
+- The [`Metrics`](../API/simulation_api.md#metrics-computation) class provides a
+  straightfoward interface for computing a wide variety of operational summary statistics
+  from performance to wind power plant financials.
+
+### Environmental Considerations
+
+- Windspeed (m/s) and wave height (m) for the duration of a simulation (user-provided,
+  hourly profile)
+- Reduced speed periods for animal migrations. This is primarily an offshore-focused
+  feature, but can be defined at the simulation, port, or servicing equipment level
+  using the following three variables: `reduced_speed_start`, `reduced_speed_end`, and
+  `reduced_speed` (km/hr). This translates to a maximum speed of `reduced_speed` being
+  enforced between the starting and ending dates each year of the simulation. For more
+  details, see the documentation pages for the
+  [environment](../API/simulation.md#environment), [port](../API/simulation.md#port),
+  [unshcheduled servicing equipment](../API/types.md#unscheduled-service-equipment), or
+  [scheduled servicing equipment](../API/types.md#scheduled-service-equipment).
+- Prohibited operation periods. This dictates periods of time where a site or port may
+  be inaccessible, or when a piece of servicing equipment should not be allowed to be
+  mobilized/dispatched. Similar to the speed reduction periods, `non_operational_start`
+  and `non_operational_end` dictate an annual date range for when servicing equipment
+  can't be active, or a port or the whole site is inaccessible. The same documenation
+  pages as above can be referenced for more details.
+
+### System and Subassembly Modeling
+
+Each substation, turbine, and cable operate with the same core logic of
+[maintenance](../API/types.md#maintenance-tasks) and [failure](../API/types.md#failures)
+events. The following will break down the differences between each of these systems'
+modeling assumptions as well as the basic operations of the maintenance and failure models.
+
+- Maintenance
+  - `frequency`: based on a fixed number of days between an event
+  - `operation_reduction`: the percentage of degradation the triggering of this event
+    cause
+- Failure
+  - Randomly samples from a Weibull distribution to determine the next failure
+  - `operation_reduction`: the percentage of degradation the triggering of this event
+    cause
+  - `replacement`: if `True`, then all preceeding failures and maintenance tasks are
+    cancelled and the time until the next event is reset because a replacement is
+    required, otherwise, each successive failure is added to the repair queue
+- Commonalities between Substations, Turbines, and Cables
+  - Maintenance and Failures compose the actual "model"
+  - `operating_level` provides the real degradation of a model, including if it is turned
+    off for servicing
+  - `operating_level_wo_servicing` provides the operting level as if there were no
+    ongoing operations to know the potential operating operating
+- Substations
+  - Any failure or maintenance with an `operation_reduction` of 1 will turn off every
+    upstream connected (and modeled) cable and turbine
+  - For subations that are connected by an export cable this, the upstream connections
+    made from the export cable will not be considered upstream connections and therefore
+    shutdown when a downstream substation has a failure
+- Array cables
+  - Similar to substations, any failure or maintenance with an `operation_reduction` of
+    1 will turn off every connected upstream cable and turbine on the same string
+- Export Cables
+  - Similar to array cables, any failure or maintenance with an `operation_reduction` of
+    1 will turn off every connected upstream substation and string of cable(s) and
+    turbine(s)
+  - As noted in the substation section, export cables connecting substations act
+    independently and not as a string of connected systems
+  - The final export cable connecting a substation to the interconnection point can
+    however shut down the entire wind farm
+
+### Repair Modeling
+
+- Repair Management: see [here](../API/simulation.md#repair-management) for complete details
+  - Generally, repairs and maintenance tasks operate on a first-in, first-out basis with
+    higher severity level `Maintenance.level` and `Failure.level` being addressed first.
+  - Servicing equipment, however, can specify if they operate on a "severity" or "turbine"
+    basis that prioritizes focusing on either the highest serverity level first, or
+    a single system first, respectively.
+- Servicing Equipment: see [here](../API/simulation.md#servicing-equipment) for complete details
+  - Can either be modeled on a scheduled basis, such as a year-round schedule for onsite
+    equipment or equipment with an annual visit schedule during safe weather, or on
+    an unscheduled basis with a threshold for number of submitted repair requests or
+    farm operating level.
+  - Mobilizations can be modeled with a fixed number of days to get to site and a flat
+    cost for both scheduled and unscheduled servicing equipment. For scheduled equipment,
+    the mobilization is scheduled so that the equipment arrives at the site for the
+    start of it's first scheduled day.
+  - A wide range of generalized capabilities can be specified for various modeling
+    scenarios.
+    - RMT: remote (no actual equipment BUT no special implementation)
+    - DRN: drone
+    - CTV: crew transfer vessel/vehicle
+    - SCN: small crane (i.e., field support vessel)
+    - LCN: large crane (i.e., heavy lift vessel)
+    - CAB: cabling vessel/vehicle
+    - DSV: diving support vessel
+  - Operating limits can be applied for both transiting and repair logic to ensure site
+    safety is considered in the model.
+- Ports
+  - Currently only used for tow-to-port repairs or tugboat based repairs, which adds the
+    following additional capabilities:
+    - TOW: tugboat or towing equipment
+    - AHV: anchor handling vessel (tugboat that doesn't trigger tow-to-port)
+  - See the [API docs](../API/simulation.md#port) for more details
+
+## Examples and Validation Work
+
+[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples)
+
+Below are a few examples to get started, for users interested in the validation work in
+the [code-to-code comparison presentations](../presentations.md#code-to-code-comparison),
+the notebooks generating [the most up-to-date results can be found in the main repository](https://github.com/WISDEM/WOMBAT/examples/), where there is a separate analysis
+for the
+[Dinwoodie, et. al, 2015 comparison](https://github.com/WISDEM/WOMBAT/blob/main/examples/dinwoodie_validation.ipynb),
+and for the [IEA Task 26, 2016 comparison](https://github.com/WISDEM/blob/main/WOMBAT/examples/iea_26_validation.ipynb).
+
+```{toctree}
+:maxdepth: 1
+:caption: Examples
+
+how_to
+strategy_demonstration
+metrics_demonstration
+examples_reference
+```
diff --git a/_sources/examples/metrics_demonstration.md.txt b/_sources/examples/metrics_demonstration.md.txt
new file mode 100644
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+---
+jupytext:
+  formats: md:myst
+  text_representation:
+    extension: .md
+    format_name: myst
+kernelspec:
+  display_name: Python 3
+  language: python
+  name: python3
+---
+
+# Demonstration of the Available Metrics
+
+For a complete list of metrics and their documentation, please see the API Metrics [documentation](../API/simulation_api.md#metrics-computation).
+
+This demonstration will rely on the results produced in the "How To" notebook and serves as an extension of the API documentation to show what the results will look like depending on what inputs are provided.
+
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+from pprint import pprint
+from functools import partial
+
+import pandas as pd
+from pandas.io.formats.style import Styler
+
+from wombat.core import Simulation, Metrics
+
+# Clean up the aesthetics for the pandas outputs
+pd.set_option("display.max_rows", 30)
+pd.set_option("display.max_columns", 10)
+style = partial(
+  Styler,
+  table_attributes='style="font-size: 14px; grid-column-count: 6"',
+  precision=2,
+  thousands=",",
+)
+```
+
+## Table of Contents
+
+Below is a list of top-level sections to demonstrate how to use WOMBAT's `Metrics` class methods and an explanation of each individual metric.
+
+If you don't see a metric or result computation that is core to your work, please submit
+an [issue](https://github.com/WISDEM/WOMBAT/issues/new) with details on what the metric
+is, and how it should be computed.
+
+ - [Setup](#setup): Running a simulation to gather the results
+ - [Common Parameters](#common-parameter-explanations): Explanation of frequently used parameter settings
+ - [Availability](#availability): Time-based and energy-based availability
+ - [Capacity Factor](#capacity-factor): Gross and net capacity factor
+ - [Task Completion Rate](#task-completion-rate): Task completion metrics
+ - [Equipment Costs](#equipment-costs): Cost breakdowns by servicing equipment
+ - [Service Equipment Utilization Rate](#service-equipment-utilization-rate): Utilization of servicing equipment
+ - [Vessel-Crew Hours at Sea](#vessel-crew-hours-at-sea): Number of crew or vessel hours spent at sea
+ - [Number of Tows](#number-of-tows): Number of tows breakdowns
+ - [Labor Costs](#labor-costs): Breakdown of labor costs
+ - [Equipment and Labor Costs](#equipment-and-labor-costs): Combined servicing equipment and labor cost breakdown
+ - [Emissions](#emissions): Emissions of servicing equipment based on activity
+ - [Component Costs](#component-costs): Materials costs
+ - [Fixed Cost Impacts](#fixed-cost-impacts): Total fixed costs
+ - [OpEx](#opex): Project OpEx
+ - [Process Times](#process-times): Timing of various stages of repair and maintenance
+ - [Power Production](#power-production): Potential and actually produced power
+ - [Net Present Value](#net-present-value): Project NPV calculator
+ - [PySAM-Powered Results](#pysam-powered-results): PySAM results, if configuration is provided--currently unavailable
+
+
+(setup)=
+## Setup
+
+The simulations from the How To notebook are going to be rerun as it is not recommended to create a Metrics class from scratch due to the
+large number of inputs that are required and the initialization is provided in the simulation API's run method.
+
+To simplify this process, a feature has been added to save the simulation outputs required to generate the Metrics inputs and a method to reload those outputs as inputs.
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+sim = Simulation("DINWOODIE", "base.yaml")
+
+# Both of these parameters are True by default for convenience
+sim.run(create_metrics=True, save_metrics_inputs=True)
+
+# Load the metrics data
+fpath = sim.env.metrics_input_fname.parent
+fname = sim.env.metrics_input_fname.name
+metrics = Metrics.from_simulation_outputs(fpath, fname)
+
+# Delete the log files now that they're loaded in
+sim.env.cleanup_log_files()
+
+# Alternatively, in this case because the simulation was run, we can use the
+# following for convenience convenience only
+metrics = sim.metrics
+```
+
+## Common Parameter Explanations
+
+Before diving into each and every metric, and how they can be customized, it is is worth noting some of the most common parameters used throughout, and their meanings to reduce redundancy. The varying output forms are demonstrated in the [availability](#availability) section below.
+
+### `frequency`
+
+  project
+  : Computed across the whole simulation, with the resulting `DataFrame` having an empty index.
+
+  annual
+  : Summary of each year in the simulation, with the resulting `DataFrame` having "year" as the index.
+
+  monthly
+  : Summary of each month of the year, aggregated across years, with the resulting `DataFrame` having "month" as the index.
+
+  month-year
+  : computed on a month-by-year basis, producing the results for every month of the simulation, with the resulting `DataFrame` having "year" and "month" as the index.
+
+### `by`
+
+  windfarm
+  : Aggregated across all turbines, with the resulting `DataFrame` having only "windfarm" as a column
+
+  turbine
+  : Computed for each turbine, with the resulting `DataFrame` having a column for each turbine
+
+## Availability
+
+There are two methods to produce availability, which have their own function calls:
+ - energy: actual power produced divided by potential power produced
+   - {py:meth}`wombat.core.post_processor.Metrics.production_based_availability`
+ - time: The ratio of all non-zero hours to all hours in the simulation, or the proportion of the simulation where turbines are operating
+   - {py:meth}`wombat.core.post_processor.Metrics.time_based_availability`
+
+Here, we will go through the various input definitions to get time-based availability data as both methods use the same inputs, and provide outputs in the same format.
+
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations) options: "project", "annual", "monthly", and "month-year"
+- `by`, as explained [above](#common-parameter-explanations) options: "windfarm" and "turbine"
+
+
+Below is a demonstration of the variations on `frequency` and `by` for `time_based_availability`.
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.time_based_availability(frequency="project", by="windfarm"))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.production_based_availability(frequency="project", by="windfarm"))
+```
+
+Note that in the two above examples, that the values are equal. This is due to the fact that the example simulation does not have any operating reduction applied to failures, unless it's a catastrophic failure, so
+there is be no expected difference.
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Demonstrate the by turbine granularity
+style(metrics.time_based_availability(frequency="project", by="turbine"))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Demonstrate the annualized outputs
+style(metrics.time_based_availability(frequency="annual", by="windfarm"))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Demonstrate the month aggregations
+style(metrics.time_based_availability(frequency="monthly", by="windfarm"))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Demonstrate the granular monthly reporting
+style(metrics.time_based_availability(frequency="month-year", by="windfarm"))
+```
+
+
+## Capacity Factor
+
+The capacity factor is the ratio of actual (net) or potential (gross) energy production divided by the project's capacity. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.capacity_factor`.
+
+**Inputs**:
+
+- `which`
+  - "net": net capcity factor, actual production divided by the plant capacity
+  - "gross": gross capacity factor, potential production divided by the plant capacity
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+- `by`, as explained [above](#common-parameter-explanations), options: "windfarm" and "turbine"
+
+**Example Usage**:
+
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+net_cf = metrics.capacity_factor(which="net", frequency="project", by="windfarm").values[0][0]
+gross_cf = metrics.capacity_factor(which="gross", frequency="project", by="windfarm").values[0][0]
+print(f"  Net capacity factor: {net_cf:.2%}")
+print(f"Gross capacity factor: {gross_cf:.2%}")
+```
+
+## Task Completion Rate
+
+The task completion rate is the ratio of tasks completed aggregated to the desired `frequency`. It is possible to have a >100% completion rate if all maintenance and failure requests submitted in a time period were completed in addition to those that went unfinished in prior time periods. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.task_completion_rate`.
+
+**Inputs**:
+
+- `which`
+  - "scheduled": scheduled maintenance only (classified as maintenace tasks in inputs)
+  - "unscheduled": unscheduled maintenance only (classified as failure events in inputs)
+  - "both": Combined completion rate for all tasks
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+scheduled = metrics.task_completion_rate(which="scheduled", frequency="project").values[0][0]
+unscheduled = metrics.task_completion_rate(which="unscheduled", frequency="project").values[0][0]
+combined = metrics.task_completion_rate(which="both", frequency="project").values[0][0]
+print(f"  Scheduled Task Completion Rate: {scheduled:.2%}")
+print(f"Unscheduled Task Completion Rate: {unscheduled:.2%}")
+print(f"    Overall Task Completion Rate: {combined:.2%}")
+```
+
+## Equipment Costs
+
+Sum of the costs associated with a simulation's servicing equipment, which excludes materials, downtime, etc. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.equipment_costs`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+- `by_equipment`
+  - `True`: Aggregates all equipment into a single cost
+  - `False`: Computes for each unit of servicing equipment
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project total at the whole wind farm level
+style(metrics.equipment_costs(frequency="project", by_equipment=False))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals at servicing equipment level
+style(metrics.equipment_costs(frequency="project", by_equipment=True))
+```
+
+## Service Equipment Utilization Rate
+
+Ratio of days when the servicing equipment is in use (not delayed for a whole day due to either weather or lack of repairs to be completed) to the number of days it's present in the simulation. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.service_equipment_utilization`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project" and "annual"
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals
+style(metrics.service_equipment_utilization(frequency="project"))
+```
+
+## Vessel-Crew Hours at Sea
+
+The number of vessel hours or crew hours at sea for offshore wind power plant simulations. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+- `by_equipment`
+  - `True`: Aggregates all equipment into a single cost
+  - `False`: Computes for each unit of servicing equipment
+- `vessel_crew_assumption`: A dictionary of vessel names (`ServiceEquipment.settings.name`, but also found at `Metrics.service_equipment_names`) and the number of crew onboard at any given time. The application of this assumption transforms the results from vessel hours at sea to crew hours at sea.
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project total, not broken out by vessel
+style(metrics.vessel_crew_hours_at_sea(frequency="project", by_equipment=False))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Annual project totals, broken out by vessel
+style(metrics.vessel_crew_hours_at_sea(frequency="annual", by_equipment=True))
+```
+
+## Number of Tows
+
+The number of tows performed during the simulation. If tow-to-port was not used in the simulation, a DataFrame with a single value of 0 will be returned. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.number_of_tows`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+- `by_tug`
+  - `True`: Computed for each tugboat (towing vessel)
+  - `False`: Aggregates all the tugboats
+- `by_direction`
+  - `True`: Computed for each direction a tow was performed (to port or to site)
+  - `False`: Aggregates to the total number of tows
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project Total
+# NOTE: This example has no towing, so it will return 0
+style(metrics.number_of_tows(frequency="project"))
+```
+
+## Labor Costs
+
+Sum of all labor costs associated with servicing equipment, excluding the labor defined in the fixed costs, which can be broken out by type. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.labor_costs`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+- `by_type`
+  - `True`: Computed for each labor type (salary and hourly)
+  - `False`: Aggregates all the labor costs
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project total at the whole wind farm level
+total = metrics.labor_costs(frequency="project", by_type=False)
+print(f"Project total: ${total.values[0][0] / metrics.project_capacity:,.2f}/MW")
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals for each type of labor
+# NOTE: this simulation relies on using a fixed labor cost, so this is still $0
+style(metrics.labor_costs(frequency="project", by_type=True))
+```
+
+## Equipment and Labor Costs
+
+Sum of all labor and servicing equipment costs, excluding the labor defined in the fixed costs, which can be broken out by each category. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.equipment_labor_cost_breakdown`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+- `by_category`
+  - `True`: Computed for each unit servicing equipment and labor category
+  - `False`: Aggregated to the sum of all costs
+
+`reason` definitions:
+ - Maintenance: routine maintenance, or events defined as a {py:class}`wombat.core.data_classes.Maintenance`
+ - Repair: unscheduled maintenance, ranging from inspections to replacements, or events defined as a {py:class}`wombat.core.data_classes.Failure`
+ - Mobilization: Cost of mobilizing servicing equipment
+ - Crew Transfer: Costs incurred while crew are transfering between a turbine or substation and the servicing equipment
+ - Site Travel: Costs incurred while transiting to/from the site and while at the site
+ - Weather Delay: Any delays caused by unsafe weather conditions
+ - No Requests: Equipment and labor is active, but there are no repairs or maintenance tasks to be completed
+ - Not in Shift: Any time outside of the operating hours of the wind farm (or the servicing equipment's specific operating hours)
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals
+style(metrics.equipment_labor_cost_breakdowns(frequency="project", by_category=False))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals by each category
+style(metrics.equipment_labor_cost_breakdowns(frequency="project", by_category=True))
+```
+
+## Emissions
+
+Emissions (tons or other provided units) of all servicing equipment activity, except overnight waiting periods between shifts. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.emissions`.
+
+**Inputs**:
+
+- `emissions_factors`: Dictionary of servicing equipment names and the emissions per hour of the following activities: `transit`, `maneuvering`, `idle at site`, and `idle at port`, where port is stand-in for wherever the servicing equipment might be based when not at site.
+- `maneuvering_factor`: The proportion of transit time that can generally be associated with positioning servicing, by default 10%.
+- `port_engine_on_factor`: The proportion of the idling at port time where the engine is running and producing emissions, by default 25%.
+
+```{code-cell} ipython3
+# Create the emissions factors, in tons per hour
+emissions_factors = {
+    "Crew Transfer Vessel 1": {
+        "transit": 4,
+        "maneuvering": 3,
+        "idle at site": 0.5,
+        "idle at port": 0.25,
+    },
+    "Crew Transfer Vessel 2": {
+        "transit": 4,
+        "maneuvering": 3,
+        "idle at site": 0.5,
+        "idle at port": 0.25,
+    },
+    "Crew Transfer Vessel 3": {
+        "transit": 4,
+        "maneuvering": 3,
+        "idle at site": 0.5,
+        "idle at port": 0.25,
+    },
+    "Field Support Vessel": {
+        "transit": 6,
+        "maneuvering": 4,
+        "idle at site": 1,
+        "idle at port": 0.5,
+    },
+    "Heavy Lift Vessel": {
+        "transit": 12,
+        "maneuvering": 7,
+        "idle at site": 1,
+        "idle at port": 0.5,
+    },
+}
+
+style(metrics.emissions(emissions_factors=emissions_factors, maneuvering_factor=0.075, port_engine_on_factor=0.20))
+```
+
+## Component Costs
+
+All of the costs associated with maintenance and failure events during the simulation, including delays incurred during the repair process, but excluding costs not directly tied to a repair. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.component_costs`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+- `by_category`
+  - `True`: Computed across each cost category
+  - `False`: Aggregated to the sum of all categories
+- `by_action`
+  - `True`: Computed by each of "repair", "maintenance", and "delay", and is included in the MultiIndex
+  - `False`: Aggregated as the sum of all actions
+
+`action` definitions:
+ - maintenance: routine maintenance
+ - repair: unscheduled maintenance, ranging from inspections to replacements
+ - delay: Any delays caused by unsafe weather conditions or not being able to finish a process within a single shift
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals by component
+style(metrics.component_costs(frequency="project", by_category=False, by_action=False))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals by each category and action type
+style(metrics.component_costs(frequency="project", by_category=True, by_action=True))
+```
+
+## Fixed Cost Impacts
+
+Computes the total costs of the fixed costs categories. For further documentation, see the defintion docs, here: {py:class}`wombat.core.data_classes.FixedCosts`, or the API docs here: {py:meth}`wombat.core.post_processor.Metrics.fixed_costs`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+- `resolution` (also, demonstrated below)
+  - "high": Computed across the most granular cost levels
+  - "medium": Computed for each general cost category
+  - "low": Aggregated to a single sum of costs
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+pprint(metrics.fixed_costs.hierarchy)
+```
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals at the highest level
+# NOTE: there were no fixed costs defined in this example, so all values will be 0, so
+#       this will just be demonstrating the output format
+style(metrics.project_fixed_costs(frequency="project", resolution="low"))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals at the medium level
+style(metrics.project_fixed_costs(frequency="project", resolution="medium"))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals at the lowest level
+style(metrics.project_fixed_costs(frequency="project", resolution="high"))
+```
+
+## OpEx
+
+Computes the total cost of all operating expenditures for the duration of the simulation, including fixed costs. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.opex`.
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.opex("annual"))
+```
+
+## Process Times
+
+Computes the total number of hours spent from repair request submission to completion, performing repairs, and the number of rquest for each repair category. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.process_times`.
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.process_times())
+```
+
+## Power Production
+
+Computes the total power production for the wind farm. For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.power_production`.
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+- `by`, as explained [above](#common-parameter-explanations) options: "windfarm" and "turbine"
+- `units`
+  - "kwh": kilowatt-hours (kWh)
+  - "mwh": megawatt-hours (MWh)
+  - "gwh": gigawatt-hours (GWh)
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals, in kWh, at the wind farm level
+style(metrics.power_production(frequency="project", by="windfarm", units="kwh"))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals, in MWh, at the wind farm level
+style(metrics.power_production(frequency="project", units="mwh"))
+```
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals, in GWh, at the wind farm level
+style(metrics.power_production(frequency="project"))
+```
+
+## Net Present Value
+
+Calcualtes the net present value (NPV) for the project, as $NPV = (Power * OfftakePrice - OpEx) / (1 + DiscountRate)$.
+
+For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.npv`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](#common-parameter-explanations), options: "project", "annual", "monthly", and "month-year"
+- `discount_rate`: The rate of return that could be earned on alternative investments, by default 0.025.
+- `offtake_price`: Price of energy, per MWh, by default 80.
+
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.opex("annual"))
+```
+
+## PySAM-Powered Results
+
+For a number of project financial metrics, the PySAM library is utilized.
+
+```{warning}
+If a "SAM_settings" file is not provided to the simulation, then the following metrics will not be able to be calculated and will raise a `NotImplementedError`.
+```
+```{warning}
+All PySAM integrations will raise a `NotImplementedError` because the API needs to be re-mapped for PySAM v3.0+.
+```
+
+### Net Present Value (NPV)
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+:tags: ["raises-exception"]
+metrics.pysam_npv()
+```
+
+### Real Levelized Cost of Energy (LCOE)
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+:tags: ["raises-exception"]
+metrics.pysam_lcoe_real()
+```
+
+### Nominal Levelized Cost of Energy (LCOE)
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+:tags: ["raises-exception"]
+metrics.pysam_lcoe_nominal()
+```
+
+### After-tax Internal Return Rate (IRR)
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+:tags: ["raises-exception"]
+metrics.pysam_irr()
+```
+
+### Combined PySAM Outputs
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+:tags: ["raises-exception"]
+metrics.pysam_all_outputs()
+```
diff --git a/_sources/examples/strategy_demonstration.md.txt b/_sources/examples/strategy_demonstration.md.txt
new file mode 100644
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--- /dev/null
+++ b/_sources/examples/strategy_demonstration.md.txt
@@ -0,0 +1,182 @@
+---
+jupytext:
+  formats: md:myst
+  text_representation:
+    extension: .md
+    format_name: myst
+kernelspec:
+  display_name: Python 3
+  language: python
+  name: python3
+---
+
+# Servicing Strategies
+
+In this example, we'll demonstrate the essential differences in scheduled servicing, unscheduled servicing, and tow-to-port repair repair strategies. Each of the examples demonstrated below will be based on the 2015 Dinwoodie, et al. paper, though the the variations will be for demonstration purposes only.
+
+
+## WOMBAT Setup and Variables
+
+The vessels that will be changed in this demonstration are the field support vessel (FSV) with capability: "SCN", the heavy lift vessel (HLV) with capability: "LCN", and the tugboats, which have capability: "TOW".
+
+```{note}
+When running tow-to-port a `Port` configuration is also required, which will control the tugboats. However, the port costs will still be accounted for in the
+`FixedCosts` class as port fees are assumed to be constant. These costs are not considered in this example, so differences in cost should be taken with a grain
+of salt given the reduction of HLV and FSV operational and mobilization costs.
+```
+
+
+Scenario descriptions:
+- **Scheduled**: exactly the same as the base case (fsv_scheduled.yaml and hlv_scheduled.yaml)
+- **Unscheduled: requests**: the FSV and HLV are called to site when 10 requests that
+  they can service are logged (fsv_requests.yaml and hlv_requests.yaml)
+- **Unscheduled: downtime**: the FSV and HLV are called to site once the wind farm's
+  operating level hits 90% or lower (fsv_downtime.yaml and hlv_downtime.yaml)
+ - **Unscheduled: tow-to-port**: the FSV and HLV will be replaced with three identical
+  tugboats (tugboat1.yaml, tugboat2.yaml, tugboat3.yaml), and all the failures associated
+  with the FSV and HLV will be changed to capability "TOW" to trigger the tow-to-port
+  repairs. These processes will be triggered on the first request (WOMBAT base
+  assumption that can't be changed for now).
+
+In this example, we will demonstrate how the results for the base case for the Dinwoodie, et al. example vary based on how each of the vessels are scheduled. The configuration details all remain the same, regardless of details, except for the strategy information, which is defined as follows:
+
+This example is set up similarly to that of the validation cases to show how the results differ, and not a step-by-step guide for setting up the analyses. We refer the reader to the exensive [documentation](../API/index.md) and [How To example](how_to.md) for more information.
+
+## Imports and notebook configuration
+
+```{code-cell} ipython3
+from copy import deepcopy
+from time import perf_counter
+
+import pandas as pd
+
+from wombat.core import Simulation
+from wombat.core.library import DINWOODIE
+
+pd.set_option("display.max_rows", 1000)
+pd.set_option("display.max_columns", 1000)
+pd.options.display.float_format = '{:,.2f}'.format
+```
+
+## Simulation and results setup
+
+Here we're providing the names of the configuration files (found at: dinwoodie / config)
+without their .yaml extensions (added in later) and the results that we want to compare
+between simulations to understand some of the timing and cost trade offs between
+simulations.
+
+The dictionary of keys and lists will be used to create the results data frame where the
+keys will be the indices and the lists will be the row values for each of the above
+configurations.
+
+```{code-cell} ipython3
+configs = [
+    "base_scheduled",
+    "base_requests",
+    "base_downtime",
+    "base_tow_to_port",
+]
+
+columns = deepcopy(configs) # Create a unique copy of the config names for column naming
+results = {
+    "availability - time based": [],
+    "availability - production based": [],
+    "capacity factor - net": [],
+    "capacity factor - gross": [],
+    "power production": [],
+    "task completion rate": [],
+    "annual direct O&M cost": [],
+    "annual vessel cost": [],
+    "ctv cost": [],
+    "fsv cost": [],
+    "hlv cost": [],
+    "tow cost": [],
+    "annual repair cost": [],
+    "annual technician cost": [],
+    "ctv utilization": [],
+    "fsv utilization": [],
+    "hlv utilization": [],
+    "tow utilization": [],
+}
+```
+
+## Run the simulations and display the results
+
+```{code-cell} ipython3
+timing_df = pd.DataFrame([], columns=["Load Time (min)", "Run Time (min)"], index=configs)
+timing_df.index.name = "Scenario"
+
+for config in configs:
+
+    # Load the simulation
+    start = perf_counter()
+    sim = Simulation(DINWOODIE , f"{config}.yaml")
+    end = perf_counter()
+    timing_df.loc[config, "Load Time (min)"] = (end - start) / 60
+
+    # Run the simulation
+    start = perf_counter()
+    sim.run()
+    end = perf_counter()
+    timing_df.loc[config, "Run Time (min)"] = (end - start) / 60
+
+    # Gather the results of interest
+    years = sim.metrics.events.year.unique().shape[0]
+    mil = 1000000
+
+    # Gather the high-level results for the simulation
+    availability_time = sim.metrics.time_based_availability(frequency="project", by="windfarm")
+    availability_production = sim.metrics.production_based_availability(frequency="project", by="windfarm")
+    cf_net = sim.metrics.capacity_factor(which="net", frequency="project", by="windfarm")
+    cf_gross = sim.metrics.capacity_factor(which="gross", frequency="project", by="windfarm")
+    power_production = sim.metrics.power_production(frequency="project", by="windfarm")
+    completion_rate = sim.metrics.task_completion_rate(which="both", frequency="project")
+    parts = sim.metrics.events[["materials_cost"]].sum().sum()
+    techs = sim.metrics.project_fixed_costs(frequency="project", resolution="low").operations[0]
+    total = sim.metrics.events[["total_cost"]].sum().sum()
+
+    # Gather the equipment costs and separate the results by equipment type
+    equipment = sim.metrics.equipment_costs(frequency="project", by_equipment=True)
+    equipment_sum = equipment.sum().sum()
+    hlv = equipment[[el for el in equipment.columns if "Heavy Lift Vessel" in el]].sum().sum()
+    fsv = equipment[[el for el in equipment.columns if "Field Support Vessel" in el]].sum().sum()
+    ctv = equipment[[el for el in equipment.columns if "Crew Transfer Vessel" in el]].sum().sum()
+    tow = equipment[[el for el in equipment.columns if "Tugboat" in el]].sum().sum()
+
+    # Gather the equipment utilization data frame and separate the results by equipment type
+    utilization = sim.metrics.service_equipment_utilization(frequency="project")
+    hlv_ur = utilization[[el for el in utilization.columns if "Heavy Lift Vessel" in el]].mean().mean()
+    fsv_ur = utilization[[el for el in utilization.columns if "Field Support Vessel" in el]].mean().mean()
+    ctv_ur = utilization[[el for el in utilization.columns if "Crew Transfer Vessel" in el]].mean().mean()
+    tow_ur = utilization[[el for el in utilization.columns if "Tugboat" in el]].mean().mean()
+
+    # Log the results of interest
+    results["availability - time based"].append(availability_time.values[0][0])
+    results["availability - production based"].append(availability_production.values[0][0])
+    results["capacity factor - net"].append(cf_net.values[0][0])
+    results["capacity factor - gross"].append(cf_gross.values[0][0])
+    results["power production"].append(power_production.values[0][0])
+    results["task completion rate"].append(completion_rate.values[0][0])
+    results["annual direct O&M cost"].append((total + techs) / mil / years)
+    results["annual vessel cost"].append(equipment_sum / mil / years)
+    results["ctv cost"].append(ctv / mil / years)
+    results["fsv cost"].append(fsv / mil / years)
+    results["hlv cost"].append(hlv / mil / years)
+    results["tow cost"].append(tow / mil / years)
+    results["annual repair cost"].append(parts / mil / years)
+    results["annual technician cost"].append(techs / mil / years)
+    results["ctv utilization"].append(ctv_ur)
+    results["fsv utilization"].append(fsv_ur)
+    results["hlv utilization"].append(hlv_ur)
+    results["tow utilization"].append(tow_ur)
+
+    # Clear the logs
+    sim.env.cleanup_log_files()
+
+timing_df
+```
+
+```{code-cell} ipython3
+results_df = pd.DataFrame(results.values(), columns=columns, index=results.keys()).fillna(0)
+results_df
+```
diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt
new file mode 100644
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--- /dev/null
+++ b/_sources/index.rst.txt
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+WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+=======================================================================
+
+.. image:: https://img.shields.io/badge/DOI-10.2172%2F1894867-brightgreen?link=https://doi.org/10.2172/1894867
+   :target: https://www.osti.gov/biblio/1894867
+
+.. image:: https://badge.fury.io/py/wombat.svg
+   :target: https://badge.fury.io/py/wombat
+
+.. image:: https://img.shields.io/badge/License-Apache%202.0-blue.svg
+   :target: https://opensource.org/licenses/Apache-2.0
+
+.. image:: https://mybinder.org/badge_logo.svg
+   :target: https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples
+
+.. image:: https://jupyterbook.org/badge.svg
+   :target: https://wisdem.github.io/WOMBAT
+
+|
+
+.. image:: https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white
+   :target: https://github.com/pre-commit/pre-commit
+   :alt: pre-commit
+
+.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
+   :target: https://github.com/psf/black
+
+.. image:: https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&labelColor=ef8336
+   :target: https://pycqa.github.io/isort/
+
+
+
+Overview
+--------
+
+The WOMBAT framework is designed to provide an open source tool adhering to FLOSS principles
+for the windfarm lifecycle research community. Specifically, WOMBAT is meant to serve as
+a what-if, or scenario-based, simulation tool, so that you can model the trade-offs in
+decision making for the operations and maintenance phase of a windfarm.
+
+As a supplement to this documentation site, there is also an NREL Technical Report that
+goes through much of the design and implementation details available at:
+https://www.osti.gov/biblio/1894867. If you use this software, please cite it using the
+follwing BibTex information, or in commonly used citation formats
+[here](https://www.osti.gov/biblio/1894867).
+
+.. code-block:: bibtex
+
+   @techreport{hammond2022wombat,
+      title = {Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT)},
+      author = {Hammond, Rob and Cooperman, Aubryn},
+      doi = {10.2172/1894867},
+      url = {https://www.osti.gov/biblio/1894867},
+      place = {United States},
+      year = {2022},
+      month = {10},
+      institution = {National Renewable Energy Lab. (NREL)},
+   }
+
+For any questions, feel free to open up an issue in the repository or email:
+rob.hammond@nrel.gov.
+
+Latest Changes?
+---------------
+
+As of v0.8, a series of bug fixes in the cable, subassembly, repair management, and
+servicing equipment models that ensure repairs can't happen twice under limited
+circumstances or that more than one repair can occur simutaneously. New features include
+an emissions metric and random seeding of simulations, with significant simulation
+speedups across the board due to using Polars for managing the weather and datetime
+functionality.
+
+Please see the CHANGELOG for details!
+
+* On this site: https://wisdem.github.io/WOMBAT/changelog.html
+* On GitHub: https://github.com/WISDEM/WOMBAT/blob/main/CHANGELOG.md
+
+
+The Model in 30 Seconds Or Less
+-------------------------------
+
+In general, the model has 2 overarching branches: the windfarm itself (the technology
+strategy), and the simulation environment (the maintenance strategy). For the wind farm
+model we can control the varying assets (system in the code)--substations, turbines, and
+cables--as well as the components that comprise each asset (subassemblies in the code).
+This separation allows for each turbine, cable, or substation component to have its own
+unique failure and maintenance models.
+
+As for the environment, this is where the discrete event simulation itself happens, in
+addition to logging, repair logic, and other necessary modeling pieces. The image
+below provides a more visual representation of this description.
+
+
+High Level Architecture
+^^^^^^^^^^^^^^^^^^^^^^^
+
+The code is largely broken up into two categories: the windfarm and objects contained
+within it, and the simulation and simulation evironment components. The windfarm is
+composed of systems: substation(s), cables, and turbines, and each of those systems is
+composed of subassemblies (a conglomerate of components). For the simulation environment,
+we consider all of the pieces that allow the simulation to happen such as the API,
+servicing equipment, repair manager to hold and pass on tasks, and results post-processing.
+
+.. image:: images/high_level_diagram.svg
+
+The following section describes how a windfarm is simulated and the flow of events as
+they occur within the model.
+
+Simulation Architecture
+^^^^^^^^^^^^^^^^^^^^^^^
+
+In the diagram below, we demonstrate the lifecycle of the simulation through the
+lifecycle of a single failure.
+
+1) The maximum length of the simulation is defined by the amount of wind and wave
+   timeseries data is provided for the simulation.
+2) Each subassemly failure model is a random sampling from a Weibull distribution, so
+   for the sake of clarity we'll consider this to be a catastrophic drivetrain failure.
+   When the timeout (time to failure) is reached in the simulation, the subassembly's operating level is
+   reduced to 0%, and a message is passed to the turbine level (the overarching system
+   model).
+3) From there, the turbine will shut off, and signal to all other subassembly models to
+   not accrue time for their respective maintenance and failure timeouts. Then, the
+   turbine creates a repair request and passes that to the repair manager.
+4) The repair manager will store the submitted task and depending on the servicing
+   equipment's maintenance strategy, a crane or vessel will be called to site.
+5) The vessel (or crane) will mobilize and accrue time there, all the while, the turbine
+   and wind power plant will accrue downtime. When the servicing equipment arrives at
+   the site it will operate according to its operation limits, current weather
+   conditions, and site/equipment-specific working hours and continue to log costs and
+   downtime.
+6) When the servicing is complete, the subassembly will be placed back to good-as-new
+   condition and the turbine will be reset to operating. From there all the turbine's
+   and drivetrain's failure and maintenance models be turned back on, and the simulation
+   will continue on in the same manner until it reaches it's user- or weather-defined
+   ending point.
+
+.. image:: images/simulation_diagram.png
+
+
+Welcome
+-------
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Getting Started
+
+   install
+   presentations
+   team
+
+
+
+Using WOMBAT
+------------
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Working with the code base
+
+   examples/index
+   API/index
+   changelog
+
+
+License
+-------
+
+Apache 2.0; please see the repository for license information:
+https://github.com/WISDEM/WOMBAT/blob/main/LICENSE
diff --git a/_sources/install.md.txt b/_sources/install.md.txt
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--- /dev/null
+++ b/_sources/install.md.txt
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+# Installation
+
+
+## Create a conda environoment
+
+Download the latest version of [Miniconda](<https://docs.conda.io/en/latest/miniconda.html>)
+for the appropriate OS. Follow the remaining [steps](<https://conda.io/projects/conda/en/latest/user-guide/install/index.html#regular-installation>)
+for the appropriate OS version.
+
+
+Using conda, create a new virtual environment, replacing `<environment_name>` with a name
+of your choosing (without spaces):
+```text
+$ conda create -n <environment_name> python=3
+$ conda activate <environment_name>
+```
+You can now use ``conda activate <environment_name>`` to enter the environment and
+``conda deactivate`` to exit the environment.
+
+
+## Installing
+
+```{note}
+The folowing all asssume you are in your `wombat` environment!
+```
+
+
+### Pip
+
+WOMBAT is listed on PyPI under `wombat`, and can be installed for users that don't
+intend to modify the code, by running the following:
+
+```text
+$ pip install wombat
+```
+
+### From Source
+
+If you plan to read through the code, in addition to running simulations, it is
+recommended to clone repository, and install the local version.
+
+```{note}
+It has been noted that some Windows users have had issues with accessing the included
+data libraries using the following, so if issues arise, uninstall wombat, and reinstall
+using the `pip install -e '.[dev]'` prompt in the next section
+```
+
+```text
+$ git clone https://github.com/WISDEM/WOMBAT.git
+$ cd wombat
+$ pip install wombat/
+```
+
+
+### For contributors:
+
+Anyone seeking to work modify the code and contribute to the repository should follow
+the below prompt. This repository relies on automatic code formatting and linting
+provided through the pre-commit framework, and any contributors should having this
+functionality run and pass before submitting pull requests.
+
+```text
+$ git clone https://github.com/WISDEM/WOMBAT.git
+$ cd wombat
+$ pip install -e '.[dev]'  # some users may need double quotes here, not single quotes
+# Required for automatic code formatting!
+$ pre-commit install
+```
+
+#### Running the tests
+
+In addition, pytest is used to manage the testing framework, and can be run using the
+following to ensure that contributions don't break the existing tests. This will produce
+the results of the tests, including code coverage results, if the tests pass.
+
+```text
+# From the top level of the repository
+$ pytest tests/
+```
+
+
+### For documentation:
+
+Additionally, for users that wish to modify the documentation or build the documentation
+site locally, the following prompt with will install the required documentation building
+packages.
+
+```text
+$ git clone https://github.com/WISDEM/WOMBAT.git
+$ cd wombat
+$ pip install -e '.[docs]'
+```
+
+#### Build the documentation site
+
+```text
+$ cd docs/
+$ sphinx-build -b html source _build
+$ make html
+```
+
+Now, the documentation site should be able to be viewed locally at
+docs/_build/html/index.html
diff --git a/_sources/presentations.md.txt b/_sources/presentations.md.txt
new file mode 100644
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+++ b/_sources/presentations.md.txt
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+# Presentations and Publications
+## Publications
+[![DOI 10.2172/1894867](https://img.shields.io/badge/DOI-10.2172%2F1894867-brightgreen?link=https://doi.org/10.2172/1894867)](https://www.osti.gov/biblio/1894867)
+
+Please cite our below publication if you use this software in your studies!
+
+Hammond, Rob, & Cooperman, Aubryn. Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT). United States. https://doi.org/10.2172/1894867
+
+```bibtex
+@techreport{hammond2022wombat,
+    title = {Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT)},
+    author = {Hammond, Rob and Cooperman, Aubryn},
+    doi = {10.2172/1894867},
+    url = {https://www.osti.gov/biblio/1894867},
+    place = {United States},
+    year = {2022},
+    month = {10},
+    institution = {National Renewable Energy Lab. (NREL)},
+}
+```
+
+## FY20 DOE Presentation
+
+This document is a link to the Fiscal Year 2020 DOE presentation on the first prototype
+of the model.
+<br/>
+{download}`presentation PDF <../../presentation_material/operations_and_maintenance_model_FY20.pdf>`
+
+## Code-to-Code Comparison
+
+This document serves as a demonstration of the capabilities of this work in reference to
+two major works to document simulated O&M results from various industry and research
+software systems. Here we compare our software to the published results from
+Dinwoodie, et. al, 2015 [^dinwoodie2015reference] and IEA, 2016 [^smart2016iea].
+<br/>
+{download}`presentation PDF <../../presentation_material/code_comparison.pdf>`
+
+
+## IEA Task 26 Presentation
+
+This presentation was given to the IEA Task Force responsible for [^smart2016iea]
+as a demonstration of NREL's efforts on O&M model development.
+<br/>
+{download}`presentation PDF <../../presentation_material/WOMBAT_IEA_task_26_presentation_6_May_2021.pdf>`
+
+[^dinwoodie2015reference]: Iain Dinwoodie, Ole-Erik V Endrerud, Matthias Hofmann, Rebecca Martin, and Iver Bakken Sperstad. Reference cases for verification of operation and maintenance simulation models for offshore wind farms. *Wind Engineering*, 39(1):1–14, 2015.
+[^smart2016iea]: Gavin Smart, Aaron Smith, Ethan Warner, Iver Bakken Sperstad, Bob Prinsen, and Roberto Lacal-Arantegui. Iea wind task 26: offshore wind farm baseline documentation. Technical Report, National Renewable Energy Lab.(NREL), Golden, CO (United States), 2016.
diff --git a/_sources/team.md.txt b/_sources/team.md.txt
new file mode 100644
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--- /dev/null
+++ b/_sources/team.md.txt
@@ -0,0 +1,22 @@
+# Team
+
+All members are assumed NREL employees, unless otherwise noted.
+
+## Software
+ - Rob Hammond
+ - Alicia Key
+
+## Methodology
+ - Rob Hammond
+ - Aubryn Cooperman
+ - Aaron Barker
+ - Annika Eberle
+ - Matt Shields
+ - Shawn Sheng
+ - Owen Roberts
+ - Alicia Key
+
+## Leadership
+ - Rob Hammond
+ - Annika Eberle
+ - Matt Shields
diff --git a/_static/basic.css b/_static/basic.css
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--- /dev/null
+++ b/_static/basic.css
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+/*
+ * basic.css
+ * ~~~~~~~~~
+ *
+ * Sphinx stylesheet -- basic theme.
+ *
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+
+/* -- main layout ----------------------------------------------------------- */
+
+div.clearer {
+    clear: both;
+}
+
+div.section::after {
+    display: block;
+    content: '';
+    clear: left;
+}
+
+/* -- relbar ---------------------------------------------------------------- */
+
+div.related {
+    width: 100%;
+    font-size: 90%;
+}
+
+div.related h3 {
+    display: none;
+}
+
+div.related ul {
+    margin: 0;
+    padding: 0 0 0 10px;
+    list-style: none;
+}
+
+div.related li {
+    display: inline;
+}
+
+div.related li.right {
+    float: right;
+    margin-right: 5px;
+}
+
+/* -- sidebar --------------------------------------------------------------- */
+
+div.sphinxsidebarwrapper {
+    padding: 10px 5px 0 10px;
+}
+
+div.sphinxsidebar {
+    float: left;
+    width: 270px;
+    margin-left: -100%;
+    font-size: 90%;
+    word-wrap: break-word;
+    overflow-wrap : break-word;
+}
+
+div.sphinxsidebar ul {
+    list-style: none;
+}
+
+div.sphinxsidebar ul ul,
+div.sphinxsidebar ul.want-points {
+    margin-left: 20px;
+    list-style: square;
+}
+
+div.sphinxsidebar ul ul {
+    margin-top: 0;
+    margin-bottom: 0;
+}
+
+div.sphinxsidebar form {
+    margin-top: 10px;
+}
+
+div.sphinxsidebar input {
+    border: 1px solid #98dbcc;
+    font-family: sans-serif;
+    font-size: 1em;
+}
+
+div.sphinxsidebar #searchbox form.search {
+    overflow: hidden;
+}
+
+div.sphinxsidebar #searchbox input[type="text"] {
+    float: left;
+    width: 80%;
+    padding: 0.25em;
+    box-sizing: border-box;
+}
+
+div.sphinxsidebar #searchbox input[type="submit"] {
+    float: left;
+    width: 20%;
+    border-left: none;
+    padding: 0.25em;
+    box-sizing: border-box;
+}
+
+
+img {
+    border: 0;
+    max-width: 100%;
+}
+
+/* -- search page ----------------------------------------------------------- */
+
+ul.search {
+    margin: 10px 0 0 20px;
+    padding: 0;
+}
+
+ul.search li {
+    padding: 5px 0 5px 20px;
+    background-image: url(file.png);
+    background-repeat: no-repeat;
+    background-position: 0 7px;
+}
+
+ul.search li a {
+    font-weight: bold;
+}
+
+ul.search li p.context {
+    color: #888;
+    margin: 2px 0 0 30px;
+    text-align: left;
+}
+
+ul.keywordmatches li.goodmatch a {
+    font-weight: bold;
+}
+
+/* -- index page ------------------------------------------------------------ */
+
+table.contentstable {
+    width: 90%;
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table.contentstable p.biglink {
+    line-height: 150%;
+}
+
+a.biglink {
+    font-size: 1.3em;
+}
+
+span.linkdescr {
+    font-style: italic;
+    padding-top: 5px;
+    font-size: 90%;
+}
+
+/* -- general index --------------------------------------------------------- */
+
+table.indextable {
+    width: 100%;
+}
+
+table.indextable td {
+    text-align: left;
+    vertical-align: top;
+}
+
+table.indextable ul {
+    margin-top: 0;
+    margin-bottom: 0;
+    list-style-type: none;
+}
+
+table.indextable > tbody > tr > td > ul {
+    padding-left: 0em;
+}
+
+table.indextable tr.pcap {
+    height: 10px;
+}
+
+table.indextable tr.cap {
+    margin-top: 10px;
+    background-color: #f2f2f2;
+}
+
+img.toggler {
+    margin-right: 3px;
+    margin-top: 3px;
+    cursor: pointer;
+}
+
+div.modindex-jumpbox {
+    border-top: 1px solid #ddd;
+    border-bottom: 1px solid #ddd;
+    margin: 1em 0 1em 0;
+    padding: 0.4em;
+}
+
+div.genindex-jumpbox {
+    border-top: 1px solid #ddd;
+    border-bottom: 1px solid #ddd;
+    margin: 1em 0 1em 0;
+    padding: 0.4em;
+}
+
+/* -- domain module index --------------------------------------------------- */
+
+table.modindextable td {
+    padding: 2px;
+    border-collapse: collapse;
+}
+
+/* -- general body styles --------------------------------------------------- */
+
+div.body {
+    min-width: 450px;
+    max-width: 800px;
+}
+
+div.body p, div.body dd, div.body li, div.body blockquote {
+    -moz-hyphens: auto;
+    -ms-hyphens: auto;
+    -webkit-hyphens: auto;
+    hyphens: auto;
+}
+
+a.headerlink {
+    visibility: hidden;
+}
+
+a.brackets:before,
+span.brackets > a:before{
+    content: "[";
+}
+
+a.brackets:after,
+span.brackets > a:after {
+    content: "]";
+}
+
+h1:hover > a.headerlink,
+h2:hover > a.headerlink,
+h3:hover > a.headerlink,
+h4:hover > a.headerlink,
+h5:hover > a.headerlink,
+h6:hover > a.headerlink,
+dt:hover > a.headerlink,
+caption:hover > a.headerlink,
+p.caption:hover > a.headerlink,
+div.code-block-caption:hover > a.headerlink {
+    visibility: visible;
+}
+
+div.body p.caption {
+    text-align: inherit;
+}
+
+div.body td {
+    text-align: left;
+}
+
+.first {
+    margin-top: 0 !important;
+}
+
+p.rubric {
+    margin-top: 30px;
+    font-weight: bold;
+}
+
+img.align-left, figure.align-left, .figure.align-left, object.align-left {
+    clear: left;
+    float: left;
+    margin-right: 1em;
+}
+
+img.align-right, figure.align-right, .figure.align-right, object.align-right {
+    clear: right;
+    float: right;
+    margin-left: 1em;
+}
+
+img.align-center, figure.align-center, .figure.align-center, object.align-center {
+  display: block;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+img.align-default, figure.align-default, .figure.align-default {
+  display: block;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+.align-left {
+    text-align: left;
+}
+
+.align-center {
+    text-align: center;
+}
+
+.align-default {
+    text-align: center;
+}
+
+.align-right {
+    text-align: right;
+}
+
+/* -- sidebars -------------------------------------------------------------- */
+
+div.sidebar,
+aside.sidebar {
+    margin: 0 0 0.5em 1em;
+    border: 1px solid #ddb;
+    padding: 7px;
+    background-color: #ffe;
+    width: 40%;
+    float: right;
+    clear: right;
+    overflow-x: auto;
+}
+
+p.sidebar-title {
+    font-weight: bold;
+}
+
+div.admonition, div.topic, blockquote {
+    clear: left;
+}
+
+/* -- topics ---------------------------------------------------------------- */
+
+div.topic {
+    border: 1px solid #ccc;
+    padding: 7px;
+    margin: 10px 0 10px 0;
+}
+
+p.topic-title {
+    font-size: 1.1em;
+    font-weight: bold;
+    margin-top: 10px;
+}
+
+/* -- admonitions ----------------------------------------------------------- */
+
+div.admonition {
+    margin-top: 10px;
+    margin-bottom: 10px;
+    padding: 7px;
+}
+
+div.admonition dt {
+    font-weight: bold;
+}
+
+p.admonition-title {
+    margin: 0px 10px 5px 0px;
+    font-weight: bold;
+}
+
+div.body p.centered {
+    text-align: center;
+    margin-top: 25px;
+}
+
+/* -- content of sidebars/topics/admonitions -------------------------------- */
+
+div.sidebar > :last-child,
+aside.sidebar > :last-child,
+div.topic > :last-child,
+div.admonition > :last-child {
+    margin-bottom: 0;
+}
+
+div.sidebar::after,
+aside.sidebar::after,
+div.topic::after,
+div.admonition::after,
+blockquote::after {
+    display: block;
+    content: '';
+    clear: both;
+}
+
+/* -- tables ---------------------------------------------------------------- */
+
+table.docutils {
+    margin-top: 10px;
+    margin-bottom: 10px;
+    border: 0;
+    border-collapse: collapse;
+}
+
+table.align-center {
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table.align-default {
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table caption span.caption-number {
+    font-style: italic;
+}
+
+table caption span.caption-text {
+}
+
+table.docutils td, table.docutils th {
+    padding: 1px 8px 1px 5px;
+    border-top: 0;
+    border-left: 0;
+    border-right: 0;
+    border-bottom: 1px solid #aaa;
+}
+
+table.footnote td, table.footnote th {
+    border: 0 !important;
+}
+
+th {
+    text-align: left;
+    padding-right: 5px;
+}
+
+table.citation {
+    border-left: solid 1px gray;
+    margin-left: 1px;
+}
+
+table.citation td {
+    border-bottom: none;
+}
+
+th > :first-child,
+td > :first-child {
+    margin-top: 0px;
+}
+
+th > :last-child,
+td > :last-child {
+    margin-bottom: 0px;
+}
+
+/* -- figures --------------------------------------------------------------- */
+
+div.figure, figure {
+    margin: 0.5em;
+    padding: 0.5em;
+}
+
+div.figure p.caption, figcaption {
+    padding: 0.3em;
+}
+
+div.figure p.caption span.caption-number,
+figcaption span.caption-number {
+    font-style: italic;
+}
+
+div.figure p.caption span.caption-text,
+figcaption span.caption-text {
+}
+
+/* -- field list styles ----------------------------------------------------- */
+
+table.field-list td, table.field-list th {
+    border: 0 !important;
+}
+
+.field-list ul {
+    margin: 0;
+    padding-left: 1em;
+}
+
+.field-list p {
+    margin: 0;
+}
+
+.field-name {
+    -moz-hyphens: manual;
+    -ms-hyphens: manual;
+    -webkit-hyphens: manual;
+    hyphens: manual;
+}
+
+/* -- hlist styles ---------------------------------------------------------- */
+
+table.hlist {
+    margin: 1em 0;
+}
+
+table.hlist td {
+    vertical-align: top;
+}
+
+/* -- object description styles --------------------------------------------- */
+
+.sig {
+	font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace;
+}
+
+.sig-name, code.descname {
+    background-color: transparent;
+    font-weight: bold;
+}
+
+.sig-name {
+	font-size: 1.1em;
+}
+
+code.descname {
+    font-size: 1.2em;
+}
+
+.sig-prename, code.descclassname {
+    background-color: transparent;
+}
+
+.optional {
+    font-size: 1.3em;
+}
+
+.sig-paren {
+    font-size: larger;
+}
+
+.sig-param.n {
+	font-style: italic;
+}
+
+/* C++ specific styling */
+
+.sig-inline.c-texpr,
+.sig-inline.cpp-texpr {
+	font-family: unset;
+}
+
+.sig.c   .k, .sig.c   .kt,
+.sig.cpp .k, .sig.cpp .kt {
+	color: #0033B3;
+}
+
+.sig.c   .m,
+.sig.cpp .m {
+	color: #1750EB;
+}
+
+.sig.c   .s, .sig.c   .sc,
+.sig.cpp .s, .sig.cpp .sc {
+	color: #067D17;
+}
+
+
+/* -- other body styles ----------------------------------------------------- */
+
+ol.arabic {
+    list-style: decimal;
+}
+
+ol.loweralpha {
+    list-style: lower-alpha;
+}
+
+ol.upperalpha {
+    list-style: upper-alpha;
+}
+
+ol.lowerroman {
+    list-style: lower-roman;
+}
+
+ol.upperroman {
+    list-style: upper-roman;
+}
+
+:not(li) > ol > li:first-child > :first-child,
+:not(li) > ul > li:first-child > :first-child {
+    margin-top: 0px;
+}
+
+:not(li) > ol > li:last-child > :last-child,
+:not(li) > ul > li:last-child > :last-child {
+    margin-bottom: 0px;
+}
+
+ol.simple ol p,
+ol.simple ul p,
+ul.simple ol p,
+ul.simple ul p {
+    margin-top: 0;
+}
+
+ol.simple > li:not(:first-child) > p,
+ul.simple > li:not(:first-child) > p {
+    margin-top: 0;
+}
+
+ol.simple p,
+ul.simple p {
+    margin-bottom: 0;
+}
+
+dl.footnote > dt,
+dl.citation > dt {
+    float: left;
+    margin-right: 0.5em;
+}
+
+dl.footnote > dd,
+dl.citation > dd {
+    margin-bottom: 0em;
+}
+
+dl.footnote > dd:after,
+dl.citation > dd:after {
+    content: "";
+    clear: both;
+}
+
+dl.field-list {
+    display: grid;
+    grid-template-columns: fit-content(30%) auto;
+}
+
+dl.field-list > dt {
+    font-weight: bold;
+    word-break: break-word;
+    padding-left: 0.5em;
+    padding-right: 5px;
+}
+
+dl.field-list > dt:after {
+    content: ":";
+}
+
+dl.field-list > dd {
+    padding-left: 0.5em;
+    margin-top: 0em;
+    margin-left: 0em;
+    margin-bottom: 0em;
+}
+
+dl {
+    margin-bottom: 15px;
+}
+
+dd > :first-child {
+    margin-top: 0px;
+}
+
+dd ul, dd table {
+    margin-bottom: 10px;
+}
+
+dd {
+    margin-top: 3px;
+    margin-bottom: 10px;
+    margin-left: 30px;
+}
+
+dl > dd:last-child,
+dl > dd:last-child > :last-child {
+    margin-bottom: 0;
+}
+
+dt:target, span.highlighted {
+    background-color: #fbe54e;
+}
+
+rect.highlighted {
+    fill: #fbe54e;
+}
+
+dl.glossary dt {
+    font-weight: bold;
+    font-size: 1.1em;
+}
+
+.versionmodified {
+    font-style: italic;
+}
+
+.system-message {
+    background-color: #fda;
+    padding: 5px;
+    border: 3px solid red;
+}
+
+.footnote:target  {
+    background-color: #ffa;
+}
+
+.line-block {
+    display: block;
+    margin-top: 1em;
+    margin-bottom: 1em;
+}
+
+.line-block .line-block {
+    margin-top: 0;
+    margin-bottom: 0;
+    margin-left: 1.5em;
+}
+
+.guilabel, .menuselection {
+    font-family: sans-serif;
+}
+
+.accelerator {
+    text-decoration: underline;
+}
+
+.classifier {
+    font-style: oblique;
+}
+
+.classifier:before {
+    font-style: normal;
+    margin: 0 0.5em;
+    content: ":";
+    display: inline-block;
+}
+
+abbr, acronym {
+    border-bottom: dotted 1px;
+    cursor: help;
+}
+
+/* -- code displays --------------------------------------------------------- */
+
+pre {
+    overflow: auto;
+    overflow-y: hidden;  /* fixes display issues on Chrome browsers */
+}
+
+pre, div[class*="highlight-"] {
+    clear: both;
+}
+
+span.pre {
+    -moz-hyphens: none;
+    -ms-hyphens: none;
+    -webkit-hyphens: none;
+    hyphens: none;
+    white-space: nowrap;
+}
+
+div[class*="highlight-"] {
+    margin: 1em 0;
+}
+
+td.linenos pre {
+    border: 0;
+    background-color: transparent;
+    color: #aaa;
+}
+
+table.highlighttable {
+    display: block;
+}
+
+table.highlighttable tbody {
+    display: block;
+}
+
+table.highlighttable tr {
+    display: flex;
+}
+
+table.highlighttable td {
+    margin: 0;
+    padding: 0;
+}
+
+table.highlighttable td.linenos {
+    padding-right: 0.5em;
+}
+
+table.highlighttable td.code {
+    flex: 1;
+    overflow: hidden;
+}
+
+.highlight .hll {
+    display: block;
+}
+
+div.highlight pre,
+table.highlighttable pre {
+    margin: 0;
+}
+
+div.code-block-caption + div {
+    margin-top: 0;
+}
+
+div.code-block-caption {
+    margin-top: 1em;
+    padding: 2px 5px;
+    font-size: small;
+}
+
+div.code-block-caption code {
+    background-color: transparent;
+}
+
+table.highlighttable td.linenos,
+span.linenos,
+div.highlight span.gp {  /* gp: Generic.Prompt */
+  user-select: none;
+  -webkit-user-select: text; /* Safari fallback only */
+  -webkit-user-select: none; /* Chrome/Safari */
+  -moz-user-select: none; /* Firefox */
+  -ms-user-select: none; /* IE10+ */
+}
+
+div.code-block-caption span.caption-number {
+    padding: 0.1em 0.3em;
+    font-style: italic;
+}
+
+div.code-block-caption span.caption-text {
+}
+
+div.literal-block-wrapper {
+    margin: 1em 0;
+}
+
+code.xref, a code {
+    background-color: transparent;
+    font-weight: bold;
+}
+
+h1 code, h2 code, h3 code, h4 code, h5 code, h6 code {
+    background-color: transparent;
+}
+
+.viewcode-link {
+    float: right;
+}
+
+.viewcode-back {
+    float: right;
+    font-family: sans-serif;
+}
+
+div.viewcode-block:target {
+    margin: -1px -10px;
+    padding: 0 10px;
+}
+
+/* -- math display ---------------------------------------------------------- */
+
+img.math {
+    vertical-align: middle;
+}
+
+div.body div.math p {
+    text-align: center;
+}
+
+span.eqno {
+    float: right;
+}
+
+span.eqno a.headerlink {
+    position: absolute;
+    z-index: 1;
+}
+
+div.math:hover a.headerlink {
+    visibility: visible;
+}
+
+/* -- printout stylesheet --------------------------------------------------- */
+
+@media print {
+    div.document,
+    div.documentwrapper,
+    div.bodywrapper {
+        margin: 0 !important;
+        width: 100%;
+    }
+
+    div.sphinxsidebar,
+    div.related,
+    div.footer,
+    #top-link {
+        display: none;
+    }
+}
\ No newline at end of file
diff --git a/_static/doctools.js b/_static/doctools.js
new file mode 100644
index 00000000..e1bfd708
--- /dev/null
+++ b/_static/doctools.js
@@ -0,0 +1,358 @@
+/*
+ * doctools.js
+ * ~~~~~~~~~~~
+ *
+ * Sphinx JavaScript utilities for all documentation.
+ *
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+
+/**
+ * select a different prefix for underscore
+ */
+$u = _.noConflict();
+
+/**
+ * make the code below compatible with browsers without
+ * an installed firebug like debugger
+if (!window.console || !console.firebug) {
+  var names = ["log", "debug", "info", "warn", "error", "assert", "dir",
+    "dirxml", "group", "groupEnd", "time", "timeEnd", "count", "trace",
+    "profile", "profileEnd"];
+  window.console = {};
+  for (var i = 0; i < names.length; ++i)
+    window.console[names[i]] = function() {};
+}
+ */
+
+/**
+ * small helper function to urldecode strings
+ *
+ * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL
+ */
+jQuery.urldecode = function(x) {
+  if (!x) {
+    return x
+  }
+  return decodeURIComponent(x.replace(/\+/g, ' '));
+};
+
+/**
+ * small helper function to urlencode strings
+ */
+jQuery.urlencode = encodeURIComponent;
+
+/**
+ * This function returns the parsed url parameters of the
+ * current request. Multiple values per key are supported,
+ * it will always return arrays of strings for the value parts.
+ */
+jQuery.getQueryParameters = function(s) {
+  if (typeof s === 'undefined')
+    s = document.location.search;
+  var parts = s.substr(s.indexOf('?') + 1).split('&');
+  var result = {};
+  for (var i = 0; i < parts.length; i++) {
+    var tmp = parts[i].split('=', 2);
+    var key = jQuery.urldecode(tmp[0]);
+    var value = jQuery.urldecode(tmp[1]);
+    if (key in result)
+      result[key].push(value);
+    else
+      result[key] = [value];
+  }
+  return result;
+};
+
+/**
+ * highlight a given string on a jquery object by wrapping it in
+ * span elements with the given class name.
+ */
+jQuery.fn.highlightText = function(text, className) {
+  function highlight(node, addItems) {
+    if (node.nodeType === 3) {
+      var val = node.nodeValue;
+      var pos = val.toLowerCase().indexOf(text);
+      if (pos >= 0 &&
+          !jQuery(node.parentNode).hasClass(className) &&
+          !jQuery(node.parentNode).hasClass("nohighlight")) {
+        var span;
+        var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg");
+        if (isInSVG) {
+          span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
+        } else {
+          span = document.createElement("span");
+          span.className = className;
+        }
+        span.appendChild(document.createTextNode(val.substr(pos, text.length)));
+        node.parentNode.insertBefore(span, node.parentNode.insertBefore(
+          document.createTextNode(val.substr(pos + text.length)),
+          node.nextSibling));
+        node.nodeValue = val.substr(0, pos);
+        if (isInSVG) {
+          var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect");
+          var bbox = node.parentElement.getBBox();
+          rect.x.baseVal.value = bbox.x;
+          rect.y.baseVal.value = bbox.y;
+          rect.width.baseVal.value = bbox.width;
+          rect.height.baseVal.value = bbox.height;
+          rect.setAttribute('class', className);
+          addItems.push({
+              "parent": node.parentNode,
+              "target": rect});
+        }
+      }
+    }
+    else if (!jQuery(node).is("button, select, textarea")) {
+      jQuery.each(node.childNodes, function() {
+        highlight(this, addItems);
+      });
+    }
+  }
+  var addItems = [];
+  var result = this.each(function() {
+    highlight(this, addItems);
+  });
+  for (var i = 0; i < addItems.length; ++i) {
+    jQuery(addItems[i].parent).before(addItems[i].target);
+  }
+  return result;
+};
+
+/*
+ * backward compatibility for jQuery.browser
+ * This will be supported until firefox bug is fixed.
+ */
+if (!jQuery.browser) {
+  jQuery.uaMatch = function(ua) {
+    ua = ua.toLowerCase();
+
+    var match = /(chrome)[ \/]([\w.]+)/.exec(ua) ||
+      /(webkit)[ \/]([\w.]+)/.exec(ua) ||
+      /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) ||
+      /(msie) ([\w.]+)/.exec(ua) ||
+      ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) ||
+      [];
+
+    return {
+      browser: match[ 1 ] || "",
+      version: match[ 2 ] || "0"
+    };
+  };
+  jQuery.browser = {};
+  jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true;
+}
+
+/**
+ * Small JavaScript module for the documentation.
+ */
+var Documentation = {
+
+  init : function() {
+    this.fixFirefoxAnchorBug();
+    this.highlightSearchWords();
+    this.initIndexTable();
+    this.initOnKeyListeners();
+  },
+
+  /**
+   * i18n support
+   */
+  TRANSLATIONS : {},
+  PLURAL_EXPR : function(n) { return n === 1 ? 0 : 1; },
+  LOCALE : 'unknown',
+
+  // gettext and ngettext don't access this so that the functions
+  // can safely bound to a different name (_ = Documentation.gettext)
+  gettext : function(string) {
+    var translated = Documentation.TRANSLATIONS[string];
+    if (typeof translated === 'undefined')
+      return string;
+    return (typeof translated === 'string') ? translated : translated[0];
+  },
+
+  ngettext : function(singular, plural, n) {
+    var translated = Documentation.TRANSLATIONS[singular];
+    if (typeof translated === 'undefined')
+      return (n == 1) ? singular : plural;
+    return translated[Documentation.PLURALEXPR(n)];
+  },
+
+  addTranslations : function(catalog) {
+    for (var key in catalog.messages)
+      this.TRANSLATIONS[key] = catalog.messages[key];
+    this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')');
+    this.LOCALE = catalog.locale;
+  },
+
+  /**
+   * add context elements like header anchor links
+   */
+  addContextElements : function() {
+    $('div[id] > :header:first').each(function() {
+      $('<a class="headerlink">\u00B6</a>').
+      attr('href', '#' + this.id).
+      attr('title', _('Permalink to this headline')).
+      appendTo(this);
+    });
+    $('dt[id]').each(function() {
+      $('<a class="headerlink">\u00B6</a>').
+      attr('href', '#' + this.id).
+      attr('title', _('Permalink to this definition')).
+      appendTo(this);
+    });
+  },
+
+  /**
+   * workaround a firefox stupidity
+   * see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075
+   */
+  fixFirefoxAnchorBug : function() {
+    if (document.location.hash && $.browser.mozilla)
+      window.setTimeout(function() {
+        document.location.href += '';
+      }, 10);
+  },
+
+  /**
+   * highlight the search words provided in the url in the text
+   */
+  highlightSearchWords : function() {
+    var params = $.getQueryParameters();
+    var terms = (params.highlight) ? params.highlight[0].split(/\s+/) : [];
+    if (terms.length) {
+      var body = $('div.body');
+      if (!body.length) {
+        body = $('body');
+      }
+      window.setTimeout(function() {
+        $.each(terms, function() {
+          body.highlightText(this.toLowerCase(), 'highlighted');
+        });
+      }, 10);
+      $('<p class="highlight-link"><a href="javascript:Documentation.' +
+        'hideSearchWords()">' + _('Hide Search Matches') + '</a></p>')
+          .appendTo($('#searchbox'));
+    }
+  },
+
+  /**
+   * init the domain index toggle buttons
+   */
+  initIndexTable : function() {
+    var togglers = $('img.toggler').click(function() {
+      var src = $(this).attr('src');
+      var idnum = $(this).attr('id').substr(7);
+      $('tr.cg-' + idnum).toggle();
+      if (src.substr(-9) === 'minus.png')
+        $(this).attr('src', src.substr(0, src.length-9) + 'plus.png');
+      else
+        $(this).attr('src', src.substr(0, src.length-8) + 'minus.png');
+    }).css('display', '');
+    if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) {
+        togglers.click();
+    }
+  },
+
+  /**
+   * helper function to hide the search marks again
+   */
+  hideSearchWords : function() {
+    $('#searchbox .highlight-link').fadeOut(300);
+    $('span.highlighted').removeClass('highlighted');
+    var url = new URL(window.location);
+    url.searchParams.delete('highlight');
+    window.history.replaceState({}, '', url);
+  },
+
+   /**
+   * helper function to focus on search bar
+   */
+  focusSearchBar : function() {
+    $('input[name=q]').first().focus();
+  },
+
+  /**
+   * make the url absolute
+   */
+  makeURL : function(relativeURL) {
+    return DOCUMENTATION_OPTIONS.URL_ROOT + '/' + relativeURL;
+  },
+
+  /**
+   * get the current relative url
+   */
+  getCurrentURL : function() {
+    var path = document.location.pathname;
+    var parts = path.split(/\//);
+    $.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() {
+      if (this === '..')
+        parts.pop();
+    });
+    var url = parts.join('/');
+    return path.substring(url.lastIndexOf('/') + 1, path.length - 1);
+  },
+
+  initOnKeyListeners: function() {
+    // only install a listener if it is really needed
+    if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
+        !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
+        return;
+
+    $(document).keydown(function(event) {
+      var activeElementType = document.activeElement.tagName;
+      // don't navigate when in search box, textarea, dropdown or button
+      if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT'
+          && activeElementType !== 'BUTTON') {
+        if (event.altKey || event.ctrlKey || event.metaKey)
+          return;
+
+          if (!event.shiftKey) {
+            switch (event.key) {
+              case 'ArrowLeft':
+                if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS)
+                  break;
+                var prevHref = $('link[rel="prev"]').prop('href');
+                if (prevHref) {
+                  window.location.href = prevHref;
+                  return false;
+                }
+                break;
+              case 'ArrowRight':
+                if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS)
+                  break;
+                var nextHref = $('link[rel="next"]').prop('href');
+                if (nextHref) {
+                  window.location.href = nextHref;
+                  return false;
+                }
+                break;
+              case 'Escape':
+                if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
+                  break;
+                Documentation.hideSearchWords();
+                return false;
+          }
+        }
+
+        // some keyboard layouts may need Shift to get /
+        switch (event.key) {
+          case '/':
+            if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
+              break;
+            Documentation.focusSearchBar();
+            return false;
+        }
+      }
+    });
+  }
+};
+
+// quick alias for translations
+_ = Documentation.gettext;
+
+$(document).ready(function() {
+  Documentation.init();
+});
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
new file mode 100644
index 00000000..acc6c17e
--- /dev/null
+++ b/_static/documentation_options.js
@@ -0,0 +1,14 @@
+var DOCUMENTATION_OPTIONS = {
+    URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
+    VERSION: '0.8.1',
+    LANGUAGE: 'None',
+    COLLAPSE_INDEX: false,
+    BUILDER: 'html',
+    FILE_SUFFIX: '.html',
+    LINK_SUFFIX: '.html',
+    HAS_SOURCE: true,
+    SOURCELINK_SUFFIX: '.txt',
+    NAVIGATION_WITH_KEYS: true,
+    SHOW_SEARCH_SUMMARY: true,
+    ENABLE_SEARCH_SHORTCUTS: true,
+};
\ No newline at end of file
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diff --git a/_static/images/logo_binder.svg b/_static/images/logo_binder.svg
new file mode 100644
index 00000000..45fecf75
--- /dev/null
+++ b/_static/images/logo_binder.svg
@@ -0,0 +1,19 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 23.0.1, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
+	 viewBox="0 0 44.4 44.4" style="enable-background:new 0 0 44.4 44.4;" xml:space="preserve">
+<style type="text/css">
+	.st0{fill:none;stroke:#F5A252;stroke-width:5;stroke-miterlimit:10;}
+	.st1{fill:none;stroke:#579ACA;stroke-width:5;stroke-miterlimit:10;}
+	.st2{fill:none;stroke:#E66581;stroke-width:5;stroke-miterlimit:10;}
+</style>
+<title>logo</title>
+<g>
+	<path class="st0" d="M33.9,6.4c3.6,3.9,3.4,9.9-0.5,13.5s-9.9,3.4-13.5-0.5s-3.4-9.9,0.5-13.5l0,0C24.2,2.4,30.2,2.6,33.9,6.4z"/>
+	<path class="st1" d="M35.1,27.3c2.6,4.6,1.1,10.4-3.5,13c-4.6,2.6-10.4,1.1-13-3.5s-1.1-10.4,3.5-13l0,0
+		C26.6,21.2,32.4,22.7,35.1,27.3z"/>
+	<path class="st2" d="M25.9,17.8c2.6,4.6,1.1,10.4-3.5,13s-10.4,1.1-13-3.5s-1.1-10.4,3.5-13l0,0C17.5,11.7,23.3,13.2,25.9,17.8z"/>
+	<path class="st1" d="M19.2,26.4c3.1-4.3,9.1-5.2,13.3-2.1c1.1,0.8,2,1.8,2.7,3"/>
+	<path class="st0" d="M19.9,19.4c-3.6-3.9-3.4-9.9,0.5-13.5s9.9-3.4,13.5,0.5"/>
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diff --git a/_static/images/logo_deepnote.svg b/_static/images/logo_deepnote.svg
new file mode 100644
index 00000000..fa77ebfc
--- /dev/null
+++ b/_static/images/logo_deepnote.svg
@@ -0,0 +1 @@
+<svg viewBox="0 0 128 128" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M0 128h52.512l29.539-11.077-11.077-43.487-34.051 3.693L0 128Z" fill="#0076D4"/><path fill-rule="evenodd" clip-rule="evenodd" d="M52.513 128s16.6-8.759 19.673-24.277c3.072-15.517-12.091-26.594-35.263-26.594 0-.41 20.343-28.718 20.343-28.718l49.4 1.435L95.71 107.7l-20.452 15.978L52.513 128Z" fill="#002868"/><path fill-rule="evenodd" clip-rule="evenodd" d="M0 60.718 41.025.001s1.006.01 3.282 0c16.082-.068 81.23 3.12 81.23 60.368 0 65.352-73.025 67.631-73.025 67.631s30.495-5.839 30.495-34.816c0-28.978-27.541-32.466-45.264-32.466H0Z" fill="#00A9FF"/></svg>
diff --git a/_static/images/logo_jupyterhub.svg b/_static/images/logo_jupyterhub.svg
new file mode 100644
index 00000000..60cfe9f2
--- /dev/null
+++ b/_static/images/logo_jupyterhub.svg
@@ -0,0 +1 @@
+<svg id="Layer_1" data-name="Layer 1" xmlns="http://www.w3.org/2000/svg" width="38.73" height="50" viewBox="0 0 38.73 50"><defs><style>.cls-1{fill:#767677;}.cls-2{fill:#f37726;}.cls-3{fill:#9e9e9e;}.cls-4{fill:#616262;}.cls-5{font-size:17.07px;fill:#fff;font-family:Roboto-Regular, Roboto;}</style></defs><title>logo_jupyterhub</title><g id="Canvas"><path id="path7_fill" data-name="path7 fill" class="cls-1" d="M39.51,3.53a3,3,0,0,1-1.7,2.9A3,3,0,0,1,34.48,6a3,3,0,0,1-.82-3.26,3,3,0,0,1,1.05-1.41A3,3,0,0,1,37.52.86a2.88,2.88,0,0,1,1,.6,3,3,0,0,1,.7.93,3.18,3.18,0,0,1,.28,1.14Z" transform="translate(-1.87 -0.69)"/><path id="path8_fill" data-name="path8 fill" class="cls-2" d="M21.91,38.39c-8,0-15.06-2.87-18.7-7.12a19.93,19.93,0,0,0,37.39,0C37,35.52,30,38.39,21.91,38.39Z" transform="translate(-1.87 -0.69)"/><path id="path9_fill" data-name="path9 fill" class="cls-2" d="M21.91,10.78c8,0,15.05,2.87,18.69,7.12a19.93,19.93,0,0,0-37.39,0C6.85,13.64,13.86,10.78,21.91,10.78Z" transform="translate(-1.87 -0.69)"/><path id="path10_fill" data-name="path10 fill" class="cls-3" d="M10.88,46.66a3.86,3.86,0,0,1-.52,2.15,3.81,3.81,0,0,1-1.62,1.51,3.93,3.93,0,0,1-2.19.34,3.79,3.79,0,0,1-2-.94,3.73,3.73,0,0,1-1.14-1.9,3.79,3.79,0,0,1,.1-2.21,3.86,3.86,0,0,1,1.33-1.78,3.92,3.92,0,0,1,3.54-.53,3.85,3.85,0,0,1,2.14,1.93,3.74,3.74,0,0,1,.37,1.43Z" transform="translate(-1.87 -0.69)"/><path id="path11_fill" data-name="path11 fill" class="cls-4" d="M4.12,9.81A2.18,2.18,0,0,1,2.9,9.48a2.23,2.23,0,0,1-.84-1A2.26,2.26,0,0,1,1.9,7.26a2.13,2.13,0,0,1,.56-1.13,2.18,2.18,0,0,1,2.36-.56,2.13,2.13,0,0,1,1,.76,2.18,2.18,0,0,1,.42,1.2A2.22,2.22,0,0,1,4.12,9.81Z" transform="translate(-1.87 -0.69)"/></g><text class="cls-5" transform="translate(5.24 30.01)">Hub</text></svg>
diff --git a/_static/jquery-3.5.1.js b/_static/jquery-3.5.1.js
new file mode 100644
index 00000000..50937333
--- /dev/null
+++ b/_static/jquery-3.5.1.js
@@ -0,0 +1,10872 @@
+/*!
+ * jQuery JavaScript Library v3.5.1
+ * https://jquery.com/
+ *
+ * Includes Sizzle.js
+ * https://sizzlejs.com/
+ *
+ * Copyright JS Foundation and other contributors
+ * Released under the MIT license
+ * https://jquery.org/license
+ *
+ * Date: 2020-05-04T22:49Z
+ */
+( function( global, factory ) {
+
+	"use strict";
+
+	if ( typeof module === "object" && typeof module.exports === "object" ) {
+
+		// For CommonJS and CommonJS-like environments where a proper `window`
+		// is present, execute the factory and get jQuery.
+		// For environments that do not have a `window` with a `document`
+		// (such as Node.js), expose a factory as module.exports.
+		// This accentuates the need for the creation of a real `window`.
+		// e.g. var jQuery = require("jquery")(window);
+		// See ticket #14549 for more info.
+		module.exports = global.document ?
+			factory( global, true ) :
+			function( w ) {
+				if ( !w.document ) {
+					throw new Error( "jQuery requires a window with a document" );
+				}
+				return factory( w );
+			};
+	} else {
+		factory( global );
+	}
+
+// Pass this if window is not defined yet
+} )( typeof window !== "undefined" ? window : this, function( window, noGlobal ) {
+
+// Edge <= 12 - 13+, Firefox <=18 - 45+, IE 10 - 11, Safari 5.1 - 9+, iOS 6 - 9.1
+// throw exceptions when non-strict code (e.g., ASP.NET 4.5) accesses strict mode
+// arguments.callee.caller (trac-13335). But as of jQuery 3.0 (2016), strict mode should be common
+// enough that all such attempts are guarded in a try block.
+"use strict";
+
+var arr = [];
+
+var getProto = Object.getPrototypeOf;
+
+var slice = arr.slice;
+
+var flat = arr.flat ? function( array ) {
+	return arr.flat.call( array );
+} : function( array ) {
+	return arr.concat.apply( [], array );
+};
+
+
+var push = arr.push;
+
+var indexOf = arr.indexOf;
+
+var class2type = {};
+
+var toString = class2type.toString;
+
+var hasOwn = class2type.hasOwnProperty;
+
+var fnToString = hasOwn.toString;
+
+var ObjectFunctionString = fnToString.call( Object );
+
+var support = {};
+
+var isFunction = function isFunction( obj ) {
+
+      // Support: Chrome <=57, Firefox <=52
+      // In some browsers, typeof returns "function" for HTML <object> elements
+      // (i.e., `typeof document.createElement( "object" ) === "function"`).
+      // We don't want to classify *any* DOM node as a function.
+      return typeof obj === "function" && typeof obj.nodeType !== "number";
+  };
+
+
+var isWindow = function isWindow( obj ) {
+		return obj != null && obj === obj.window;
+	};
+
+
+var document = window.document;
+
+
+
+	var preservedScriptAttributes = {
+		type: true,
+		src: true,
+		nonce: true,
+		noModule: true
+	};
+
+	function DOMEval( code, node, doc ) {
+		doc = doc || document;
+
+		var i, val,
+			script = doc.createElement( "script" );
+
+		script.text = code;
+		if ( node ) {
+			for ( i in preservedScriptAttributes ) {
+
+				// Support: Firefox 64+, Edge 18+
+				// Some browsers don't support the "nonce" property on scripts.
+				// On the other hand, just using `getAttribute` is not enough as
+				// the `nonce` attribute is reset to an empty string whenever it
+				// becomes browsing-context connected.
+				// See https://github.com/whatwg/html/issues/2369
+				// See https://html.spec.whatwg.org/#nonce-attributes
+				// The `node.getAttribute` check was added for the sake of
+				// `jQuery.globalEval` so that it can fake a nonce-containing node
+				// via an object.
+				val = node[ i ] || node.getAttribute && node.getAttribute( i );
+				if ( val ) {
+					script.setAttribute( i, val );
+				}
+			}
+		}
+		doc.head.appendChild( script ).parentNode.removeChild( script );
+	}
+
+
+function toType( obj ) {
+	if ( obj == null ) {
+		return obj + "";
+	}
+
+	// Support: Android <=2.3 only (functionish RegExp)
+	return typeof obj === "object" || typeof obj === "function" ?
+		class2type[ toString.call( obj ) ] || "object" :
+		typeof obj;
+}
+/* global Symbol */
+// Defining this global in .eslintrc.json would create a danger of using the global
+// unguarded in another place, it seems safer to define global only for this module
+
+
+
+var
+	version = "3.5.1",
+
+	// Define a local copy of jQuery
+	jQuery = function( selector, context ) {
+
+		// The jQuery object is actually just the init constructor 'enhanced'
+		// Need init if jQuery is called (just allow error to be thrown if not included)
+		return new jQuery.fn.init( selector, context );
+	};
+
+jQuery.fn = jQuery.prototype = {
+
+	// The current version of jQuery being used
+	jquery: version,
+
+	constructor: jQuery,
+
+	// The default length of a jQuery object is 0
+	length: 0,
+
+	toArray: function() {
+		return slice.call( this );
+	},
+
+	// Get the Nth element in the matched element set OR
+	// Get the whole matched element set as a clean array
+	get: function( num ) {
+
+		// Return all the elements in a clean array
+		if ( num == null ) {
+			return slice.call( this );
+		}
+
+		// Return just the one element from the set
+		return num < 0 ? this[ num + this.length ] : this[ num ];
+	},
+
+	// Take an array of elements and push it onto the stack
+	// (returning the new matched element set)
+	pushStack: function( elems ) {
+
+		// Build a new jQuery matched element set
+		var ret = jQuery.merge( this.constructor(), elems );
+
+		// Add the old object onto the stack (as a reference)
+		ret.prevObject = this;
+
+		// Return the newly-formed element set
+		return ret;
+	},
+
+	// Execute a callback for every element in the matched set.
+	each: function( callback ) {
+		return jQuery.each( this, callback );
+	},
+
+	map: function( callback ) {
+		return this.pushStack( jQuery.map( this, function( elem, i ) {
+			return callback.call( elem, i, elem );
+		} ) );
+	},
+
+	slice: function() {
+		return this.pushStack( slice.apply( this, arguments ) );
+	},
+
+	first: function() {
+		return this.eq( 0 );
+	},
+
+	last: function() {
+		return this.eq( -1 );
+	},
+
+	even: function() {
+		return this.pushStack( jQuery.grep( this, function( _elem, i ) {
+			return ( i + 1 ) % 2;
+		} ) );
+	},
+
+	odd: function() {
+		return this.pushStack( jQuery.grep( this, function( _elem, i ) {
+			return i % 2;
+		} ) );
+	},
+
+	eq: function( i ) {
+		var len = this.length,
+			j = +i + ( i < 0 ? len : 0 );
+		return this.pushStack( j >= 0 && j < len ? [ this[ j ] ] : [] );
+	},
+
+	end: function() {
+		return this.prevObject || this.constructor();
+	},
+
+	// For internal use only.
+	// Behaves like an Array's method, not like a jQuery method.
+	push: push,
+	sort: arr.sort,
+	splice: arr.splice
+};
+
+jQuery.extend = jQuery.fn.extend = function() {
+	var options, name, src, copy, copyIsArray, clone,
+		target = arguments[ 0 ] || {},
+		i = 1,
+		length = arguments.length,
+		deep = false;
+
+	// Handle a deep copy situation
+	if ( typeof target === "boolean" ) {
+		deep = target;
+
+		// Skip the boolean and the target
+		target = arguments[ i ] || {};
+		i++;
+	}
+
+	// Handle case when target is a string or something (possible in deep copy)
+	if ( typeof target !== "object" && !isFunction( target ) ) {
+		target = {};
+	}
+
+	// Extend jQuery itself if only one argument is passed
+	if ( i === length ) {
+		target = this;
+		i--;
+	}
+
+	for ( ; i < length; i++ ) {
+
+		// Only deal with non-null/undefined values
+		if ( ( options = arguments[ i ] ) != null ) {
+
+			// Extend the base object
+			for ( name in options ) {
+				copy = options[ name ];
+
+				// Prevent Object.prototype pollution
+				// Prevent never-ending loop
+				if ( name === "__proto__" || target === copy ) {
+					continue;
+				}
+
+				// Recurse if we're merging plain objects or arrays
+				if ( deep && copy && ( jQuery.isPlainObject( copy ) ||
+					( copyIsArray = Array.isArray( copy ) ) ) ) {
+					src = target[ name ];
+
+					// Ensure proper type for the source value
+					if ( copyIsArray && !Array.isArray( src ) ) {
+						clone = [];
+					} else if ( !copyIsArray && !jQuery.isPlainObject( src ) ) {
+						clone = {};
+					} else {
+						clone = src;
+					}
+					copyIsArray = false;
+
+					// Never move original objects, clone them
+					target[ name ] = jQuery.extend( deep, clone, copy );
+
+				// Don't bring in undefined values
+				} else if ( copy !== undefined ) {
+					target[ name ] = copy;
+				}
+			}
+		}
+	}
+
+	// Return the modified object
+	return target;
+};
+
+jQuery.extend( {
+
+	// Unique for each copy of jQuery on the page
+	expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ),
+
+	// Assume jQuery is ready without the ready module
+	isReady: true,
+
+	error: function( msg ) {
+		throw new Error( msg );
+	},
+
+	noop: function() {},
+
+	isPlainObject: function( obj ) {
+		var proto, Ctor;
+
+		// Detect obvious negatives
+		// Use toString instead of jQuery.type to catch host objects
+		if ( !obj || toString.call( obj ) !== "[object Object]" ) {
+			return false;
+		}
+
+		proto = getProto( obj );
+
+		// Objects with no prototype (e.g., `Object.create( null )`) are plain
+		if ( !proto ) {
+			return true;
+		}
+
+		// Objects with prototype are plain iff they were constructed by a global Object function
+		Ctor = hasOwn.call( proto, "constructor" ) && proto.constructor;
+		return typeof Ctor === "function" && fnToString.call( Ctor ) === ObjectFunctionString;
+	},
+
+	isEmptyObject: function( obj ) {
+		var name;
+
+		for ( name in obj ) {
+			return false;
+		}
+		return true;
+	},
+
+	// Evaluates a script in a provided context; falls back to the global one
+	// if not specified.
+	globalEval: function( code, options, doc ) {
+		DOMEval( code, { nonce: options && options.nonce }, doc );
+	},
+
+	each: function( obj, callback ) {
+		var length, i = 0;
+
+		if ( isArrayLike( obj ) ) {
+			length = obj.length;
+			for ( ; i < length; i++ ) {
+				if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) {
+					break;
+				}
+			}
+		} else {
+			for ( i in obj ) {
+				if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) {
+					break;
+				}
+			}
+		}
+
+		return obj;
+	},
+
+	// results is for internal usage only
+	makeArray: function( arr, results ) {
+		var ret = results || [];
+
+		if ( arr != null ) {
+			if ( isArrayLike( Object( arr ) ) ) {
+				jQuery.merge( ret,
+					typeof arr === "string" ?
+					[ arr ] : arr
+				);
+			} else {
+				push.call( ret, arr );
+			}
+		}
+
+		return ret;
+	},
+
+	inArray: function( elem, arr, i ) {
+		return arr == null ? -1 : indexOf.call( arr, elem, i );
+	},
+
+	// Support: Android <=4.0 only, PhantomJS 1 only
+	// push.apply(_, arraylike) throws on ancient WebKit
+	merge: function( first, second ) {
+		var len = +second.length,
+			j = 0,
+			i = first.length;
+
+		for ( ; j < len; j++ ) {
+			first[ i++ ] = second[ j ];
+		}
+
+		first.length = i;
+
+		return first;
+	},
+
+	grep: function( elems, callback, invert ) {
+		var callbackInverse,
+			matches = [],
+			i = 0,
+			length = elems.length,
+			callbackExpect = !invert;
+
+		// Go through the array, only saving the items
+		// that pass the validator function
+		for ( ; i < length; i++ ) {
+			callbackInverse = !callback( elems[ i ], i );
+			if ( callbackInverse !== callbackExpect ) {
+				matches.push( elems[ i ] );
+			}
+		}
+
+		return matches;
+	},
+
+	// arg is for internal usage only
+	map: function( elems, callback, arg ) {
+		var length, value,
+			i = 0,
+			ret = [];
+
+		// Go through the array, translating each of the items to their new values
+		if ( isArrayLike( elems ) ) {
+			length = elems.length;
+			for ( ; i < length; i++ ) {
+				value = callback( elems[ i ], i, arg );
+
+				if ( value != null ) {
+					ret.push( value );
+				}
+			}
+
+		// Go through every key on the object,
+		} else {
+			for ( i in elems ) {
+				value = callback( elems[ i ], i, arg );
+
+				if ( value != null ) {
+					ret.push( value );
+				}
+			}
+		}
+
+		// Flatten any nested arrays
+		return flat( ret );
+	},
+
+	// A global GUID counter for objects
+	guid: 1,
+
+	// jQuery.support is not used in Core but other projects attach their
+	// properties to it so it needs to exist.
+	support: support
+} );
+
+if ( typeof Symbol === "function" ) {
+	jQuery.fn[ Symbol.iterator ] = arr[ Symbol.iterator ];
+}
+
+// Populate the class2type map
+jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ),
+function( _i, name ) {
+	class2type[ "[object " + name + "]" ] = name.toLowerCase();
+} );
+
+function isArrayLike( obj ) {
+
+	// Support: real iOS 8.2 only (not reproducible in simulator)
+	// `in` check used to prevent JIT error (gh-2145)
+	// hasOwn isn't used here due to false negatives
+	// regarding Nodelist length in IE
+	var length = !!obj && "length" in obj && obj.length,
+		type = toType( obj );
+
+	if ( isFunction( obj ) || isWindow( obj ) ) {
+		return false;
+	}
+
+	return type === "array" || length === 0 ||
+		typeof length === "number" && length > 0 && ( length - 1 ) in obj;
+}
+var Sizzle =
+/*!
+ * Sizzle CSS Selector Engine v2.3.5
+ * https://sizzlejs.com/
+ *
+ * Copyright JS Foundation and other contributors
+ * Released under the MIT license
+ * https://js.foundation/
+ *
+ * Date: 2020-03-14
+ */
+( function( window ) {
+var i,
+	support,
+	Expr,
+	getText,
+	isXML,
+	tokenize,
+	compile,
+	select,
+	outermostContext,
+	sortInput,
+	hasDuplicate,
+
+	// Local document vars
+	setDocument,
+	document,
+	docElem,
+	documentIsHTML,
+	rbuggyQSA,
+	rbuggyMatches,
+	matches,
+	contains,
+
+	// Instance-specific data
+	expando = "sizzle" + 1 * new Date(),
+	preferredDoc = window.document,
+	dirruns = 0,
+	done = 0,
+	classCache = createCache(),
+	tokenCache = createCache(),
+	compilerCache = createCache(),
+	nonnativeSelectorCache = createCache(),
+	sortOrder = function( a, b ) {
+		if ( a === b ) {
+			hasDuplicate = true;
+		}
+		return 0;
+	},
+
+	// Instance methods
+	hasOwn = ( {} ).hasOwnProperty,
+	arr = [],
+	pop = arr.pop,
+	pushNative = arr.push,
+	push = arr.push,
+	slice = arr.slice,
+
+	// Use a stripped-down indexOf as it's faster than native
+	// https://jsperf.com/thor-indexof-vs-for/5
+	indexOf = function( list, elem ) {
+		var i = 0,
+			len = list.length;
+		for ( ; i < len; i++ ) {
+			if ( list[ i ] === elem ) {
+				return i;
+			}
+		}
+		return -1;
+	},
+
+	booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|" +
+		"ismap|loop|multiple|open|readonly|required|scoped",
+
+	// Regular expressions
+
+	// http://www.w3.org/TR/css3-selectors/#whitespace
+	whitespace = "[\\x20\\t\\r\\n\\f]",
+
+	// https://www.w3.org/TR/css-syntax-3/#ident-token-diagram
+	identifier = "(?:\\\\[\\da-fA-F]{1,6}" + whitespace +
+		"?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+",
+
+	// Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors
+	attributes = "\\[" + whitespace + "*(" + identifier + ")(?:" + whitespace +
+
+		// Operator (capture 2)
+		"*([*^$|!~]?=)" + whitespace +
+
+		// "Attribute values must be CSS identifiers [capture 5]
+		// or strings [capture 3 or capture 4]"
+		"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" +
+		whitespace + "*\\]",
+
+	pseudos = ":(" + identifier + ")(?:\\((" +
+
+		// To reduce the number of selectors needing tokenize in the preFilter, prefer arguments:
+		// 1. quoted (capture 3; capture 4 or capture 5)
+		"('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" +
+
+		// 2. simple (capture 6)
+		"((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" +
+
+		// 3. anything else (capture 2)
+		".*" +
+		")\\)|)",
+
+	// Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter
+	rwhitespace = new RegExp( whitespace + "+", "g" ),
+	rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" +
+		whitespace + "+$", "g" ),
+
+	rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ),
+	rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace +
+		"*" ),
+	rdescend = new RegExp( whitespace + "|>" ),
+
+	rpseudo = new RegExp( pseudos ),
+	ridentifier = new RegExp( "^" + identifier + "$" ),
+
+	matchExpr = {
+		"ID": new RegExp( "^#(" + identifier + ")" ),
+		"CLASS": new RegExp( "^\\.(" + identifier + ")" ),
+		"TAG": new RegExp( "^(" + identifier + "|[*])" ),
+		"ATTR": new RegExp( "^" + attributes ),
+		"PSEUDO": new RegExp( "^" + pseudos ),
+		"CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" +
+			whitespace + "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" +
+			whitespace + "*(\\d+)|))" + whitespace + "*\\)|)", "i" ),
+		"bool": new RegExp( "^(?:" + booleans + ")$", "i" ),
+
+		// For use in libraries implementing .is()
+		// We use this for POS matching in `select`
+		"needsContext": new RegExp( "^" + whitespace +
+			"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + whitespace +
+			"*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" )
+	},
+
+	rhtml = /HTML$/i,
+	rinputs = /^(?:input|select|textarea|button)$/i,
+	rheader = /^h\d$/i,
+
+	rnative = /^[^{]+\{\s*\[native \w/,
+
+	// Easily-parseable/retrievable ID or TAG or CLASS selectors
+	rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,
+
+	rsibling = /[+~]/,
+
+	// CSS escapes
+	// http://www.w3.org/TR/CSS21/syndata.html#escaped-characters
+	runescape = new RegExp( "\\\\[\\da-fA-F]{1,6}" + whitespace + "?|\\\\([^\\r\\n\\f])", "g" ),
+	funescape = function( escape, nonHex ) {
+		var high = "0x" + escape.slice( 1 ) - 0x10000;
+
+		return nonHex ?
+
+			// Strip the backslash prefix from a non-hex escape sequence
+			nonHex :
+
+			// Replace a hexadecimal escape sequence with the encoded Unicode code point
+			// Support: IE <=11+
+			// For values outside the Basic Multilingual Plane (BMP), manually construct a
+			// surrogate pair
+			high < 0 ?
+				String.fromCharCode( high + 0x10000 ) :
+				String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 );
+	},
+
+	// CSS string/identifier serialization
+	// https://drafts.csswg.org/cssom/#common-serializing-idioms
+	rcssescape = /([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g,
+	fcssescape = function( ch, asCodePoint ) {
+		if ( asCodePoint ) {
+
+			// U+0000 NULL becomes U+FFFD REPLACEMENT CHARACTER
+			if ( ch === "\0" ) {
+				return "\uFFFD";
+			}
+
+			// Control characters and (dependent upon position) numbers get escaped as code points
+			return ch.slice( 0, -1 ) + "\\" +
+				ch.charCodeAt( ch.length - 1 ).toString( 16 ) + " ";
+		}
+
+		// Other potentially-special ASCII characters get backslash-escaped
+		return "\\" + ch;
+	},
+
+	// Used for iframes
+	// See setDocument()
+	// Removing the function wrapper causes a "Permission Denied"
+	// error in IE
+	unloadHandler = function() {
+		setDocument();
+	},
+
+	inDisabledFieldset = addCombinator(
+		function( elem ) {
+			return elem.disabled === true && elem.nodeName.toLowerCase() === "fieldset";
+		},
+		{ dir: "parentNode", next: "legend" }
+	);
+
+// Optimize for push.apply( _, NodeList )
+try {
+	push.apply(
+		( arr = slice.call( preferredDoc.childNodes ) ),
+		preferredDoc.childNodes
+	);
+
+	// Support: Android<4.0
+	// Detect silently failing push.apply
+	// eslint-disable-next-line no-unused-expressions
+	arr[ preferredDoc.childNodes.length ].nodeType;
+} catch ( e ) {
+	push = { apply: arr.length ?
+
+		// Leverage slice if possible
+		function( target, els ) {
+			pushNative.apply( target, slice.call( els ) );
+		} :
+
+		// Support: IE<9
+		// Otherwise append directly
+		function( target, els ) {
+			var j = target.length,
+				i = 0;
+
+			// Can't trust NodeList.length
+			while ( ( target[ j++ ] = els[ i++ ] ) ) {}
+			target.length = j - 1;
+		}
+	};
+}
+
+function Sizzle( selector, context, results, seed ) {
+	var m, i, elem, nid, match, groups, newSelector,
+		newContext = context && context.ownerDocument,
+
+		// nodeType defaults to 9, since context defaults to document
+		nodeType = context ? context.nodeType : 9;
+
+	results = results || [];
+
+	// Return early from calls with invalid selector or context
+	if ( typeof selector !== "string" || !selector ||
+		nodeType !== 1 && nodeType !== 9 && nodeType !== 11 ) {
+
+		return results;
+	}
+
+	// Try to shortcut find operations (as opposed to filters) in HTML documents
+	if ( !seed ) {
+		setDocument( context );
+		context = context || document;
+
+		if ( documentIsHTML ) {
+
+			// If the selector is sufficiently simple, try using a "get*By*" DOM method
+			// (excepting DocumentFragment context, where the methods don't exist)
+			if ( nodeType !== 11 && ( match = rquickExpr.exec( selector ) ) ) {
+
+				// ID selector
+				if ( ( m = match[ 1 ] ) ) {
+
+					// Document context
+					if ( nodeType === 9 ) {
+						if ( ( elem = context.getElementById( m ) ) ) {
+
+							// Support: IE, Opera, Webkit
+							// TODO: identify versions
+							// getElementById can match elements by name instead of ID
+							if ( elem.id === m ) {
+								results.push( elem );
+								return results;
+							}
+						} else {
+							return results;
+						}
+
+					// Element context
+					} else {
+
+						// Support: IE, Opera, Webkit
+						// TODO: identify versions
+						// getElementById can match elements by name instead of ID
+						if ( newContext && ( elem = newContext.getElementById( m ) ) &&
+							contains( context, elem ) &&
+							elem.id === m ) {
+
+							results.push( elem );
+							return results;
+						}
+					}
+
+				// Type selector
+				} else if ( match[ 2 ] ) {
+					push.apply( results, context.getElementsByTagName( selector ) );
+					return results;
+
+				// Class selector
+				} else if ( ( m = match[ 3 ] ) && support.getElementsByClassName &&
+					context.getElementsByClassName ) {
+
+					push.apply( results, context.getElementsByClassName( m ) );
+					return results;
+				}
+			}
+
+			// Take advantage of querySelectorAll
+			if ( support.qsa &&
+				!nonnativeSelectorCache[ selector + " " ] &&
+				( !rbuggyQSA || !rbuggyQSA.test( selector ) ) &&
+
+				// Support: IE 8 only
+				// Exclude object elements
+				( nodeType !== 1 || context.nodeName.toLowerCase() !== "object" ) ) {
+
+				newSelector = selector;
+				newContext = context;
+
+				// qSA considers elements outside a scoping root when evaluating child or
+				// descendant combinators, which is not what we want.
+				// In such cases, we work around the behavior by prefixing every selector in the
+				// list with an ID selector referencing the scope context.
+				// The technique has to be used as well when a leading combinator is used
+				// as such selectors are not recognized by querySelectorAll.
+				// Thanks to Andrew Dupont for this technique.
+				if ( nodeType === 1 &&
+					( rdescend.test( selector ) || rcombinators.test( selector ) ) ) {
+
+					// Expand context for sibling selectors
+					newContext = rsibling.test( selector ) && testContext( context.parentNode ) ||
+						context;
+
+					// We can use :scope instead of the ID hack if the browser
+					// supports it & if we're not changing the context.
+					if ( newContext !== context || !support.scope ) {
+
+						// Capture the context ID, setting it first if necessary
+						if ( ( nid = context.getAttribute( "id" ) ) ) {
+							nid = nid.replace( rcssescape, fcssescape );
+						} else {
+							context.setAttribute( "id", ( nid = expando ) );
+						}
+					}
+
+					// Prefix every selector in the list
+					groups = tokenize( selector );
+					i = groups.length;
+					while ( i-- ) {
+						groups[ i ] = ( nid ? "#" + nid : ":scope" ) + " " +
+							toSelector( groups[ i ] );
+					}
+					newSelector = groups.join( "," );
+				}
+
+				try {
+					push.apply( results,
+						newContext.querySelectorAll( newSelector )
+					);
+					return results;
+				} catch ( qsaError ) {
+					nonnativeSelectorCache( selector, true );
+				} finally {
+					if ( nid === expando ) {
+						context.removeAttribute( "id" );
+					}
+				}
+			}
+		}
+	}
+
+	// All others
+	return select( selector.replace( rtrim, "$1" ), context, results, seed );
+}
+
+/**
+ * Create key-value caches of limited size
+ * @returns {function(string, object)} Returns the Object data after storing it on itself with
+ *	property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength)
+ *	deleting the oldest entry
+ */
+function createCache() {
+	var keys = [];
+
+	function cache( key, value ) {
+
+		// Use (key + " ") to avoid collision with native prototype properties (see Issue #157)
+		if ( keys.push( key + " " ) > Expr.cacheLength ) {
+
+			// Only keep the most recent entries
+			delete cache[ keys.shift() ];
+		}
+		return ( cache[ key + " " ] = value );
+	}
+	return cache;
+}
+
+/**
+ * Mark a function for special use by Sizzle
+ * @param {Function} fn The function to mark
+ */
+function markFunction( fn ) {
+	fn[ expando ] = true;
+	return fn;
+}
+
+/**
+ * Support testing using an element
+ * @param {Function} fn Passed the created element and returns a boolean result
+ */
+function assert( fn ) {
+	var el = document.createElement( "fieldset" );
+
+	try {
+		return !!fn( el );
+	} catch ( e ) {
+		return false;
+	} finally {
+
+		// Remove from its parent by default
+		if ( el.parentNode ) {
+			el.parentNode.removeChild( el );
+		}
+
+		// release memory in IE
+		el = null;
+	}
+}
+
+/**
+ * Adds the same handler for all of the specified attrs
+ * @param {String} attrs Pipe-separated list of attributes
+ * @param {Function} handler The method that will be applied
+ */
+function addHandle( attrs, handler ) {
+	var arr = attrs.split( "|" ),
+		i = arr.length;
+
+	while ( i-- ) {
+		Expr.attrHandle[ arr[ i ] ] = handler;
+	}
+}
+
+/**
+ * Checks document order of two siblings
+ * @param {Element} a
+ * @param {Element} b
+ * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b
+ */
+function siblingCheck( a, b ) {
+	var cur = b && a,
+		diff = cur && a.nodeType === 1 && b.nodeType === 1 &&
+			a.sourceIndex - b.sourceIndex;
+
+	// Use IE sourceIndex if available on both nodes
+	if ( diff ) {
+		return diff;
+	}
+
+	// Check if b follows a
+	if ( cur ) {
+		while ( ( cur = cur.nextSibling ) ) {
+			if ( cur === b ) {
+				return -1;
+			}
+		}
+	}
+
+	return a ? 1 : -1;
+}
+
+/**
+ * Returns a function to use in pseudos for input types
+ * @param {String} type
+ */
+function createInputPseudo( type ) {
+	return function( elem ) {
+		var name = elem.nodeName.toLowerCase();
+		return name === "input" && elem.type === type;
+	};
+}
+
+/**
+ * Returns a function to use in pseudos for buttons
+ * @param {String} type
+ */
+function createButtonPseudo( type ) {
+	return function( elem ) {
+		var name = elem.nodeName.toLowerCase();
+		return ( name === "input" || name === "button" ) && elem.type === type;
+	};
+}
+
+/**
+ * Returns a function to use in pseudos for :enabled/:disabled
+ * @param {Boolean} disabled true for :disabled; false for :enabled
+ */
+function createDisabledPseudo( disabled ) {
+
+	// Known :disabled false positives: fieldset[disabled] > legend:nth-of-type(n+2) :can-disable
+	return function( elem ) {
+
+		// Only certain elements can match :enabled or :disabled
+		// https://html.spec.whatwg.org/multipage/scripting.html#selector-enabled
+		// https://html.spec.whatwg.org/multipage/scripting.html#selector-disabled
+		if ( "form" in elem ) {
+
+			// Check for inherited disabledness on relevant non-disabled elements:
+			// * listed form-associated elements in a disabled fieldset
+			//   https://html.spec.whatwg.org/multipage/forms.html#category-listed
+			//   https://html.spec.whatwg.org/multipage/forms.html#concept-fe-disabled
+			// * option elements in a disabled optgroup
+			//   https://html.spec.whatwg.org/multipage/forms.html#concept-option-disabled
+			// All such elements have a "form" property.
+			if ( elem.parentNode && elem.disabled === false ) {
+
+				// Option elements defer to a parent optgroup if present
+				if ( "label" in elem ) {
+					if ( "label" in elem.parentNode ) {
+						return elem.parentNode.disabled === disabled;
+					} else {
+						return elem.disabled === disabled;
+					}
+				}
+
+				// Support: IE 6 - 11
+				// Use the isDisabled shortcut property to check for disabled fieldset ancestors
+				return elem.isDisabled === disabled ||
+
+					// Where there is no isDisabled, check manually
+					/* jshint -W018 */
+					elem.isDisabled !== !disabled &&
+					inDisabledFieldset( elem ) === disabled;
+			}
+
+			return elem.disabled === disabled;
+
+		// Try to winnow out elements that can't be disabled before trusting the disabled property.
+		// Some victims get caught in our net (label, legend, menu, track), but it shouldn't
+		// even exist on them, let alone have a boolean value.
+		} else if ( "label" in elem ) {
+			return elem.disabled === disabled;
+		}
+
+		// Remaining elements are neither :enabled nor :disabled
+		return false;
+	};
+}
+
+/**
+ * Returns a function to use in pseudos for positionals
+ * @param {Function} fn
+ */
+function createPositionalPseudo( fn ) {
+	return markFunction( function( argument ) {
+		argument = +argument;
+		return markFunction( function( seed, matches ) {
+			var j,
+				matchIndexes = fn( [], seed.length, argument ),
+				i = matchIndexes.length;
+
+			// Match elements found at the specified indexes
+			while ( i-- ) {
+				if ( seed[ ( j = matchIndexes[ i ] ) ] ) {
+					seed[ j ] = !( matches[ j ] = seed[ j ] );
+				}
+			}
+		} );
+	} );
+}
+
+/**
+ * Checks a node for validity as a Sizzle context
+ * @param {Element|Object=} context
+ * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value
+ */
+function testContext( context ) {
+	return context && typeof context.getElementsByTagName !== "undefined" && context;
+}
+
+// Expose support vars for convenience
+support = Sizzle.support = {};
+
+/**
+ * Detects XML nodes
+ * @param {Element|Object} elem An element or a document
+ * @returns {Boolean} True iff elem is a non-HTML XML node
+ */
+isXML = Sizzle.isXML = function( elem ) {
+	var namespace = elem.namespaceURI,
+		docElem = ( elem.ownerDocument || elem ).documentElement;
+
+	// Support: IE <=8
+	// Assume HTML when documentElement doesn't yet exist, such as inside loading iframes
+	// https://bugs.jquery.com/ticket/4833
+	return !rhtml.test( namespace || docElem && docElem.nodeName || "HTML" );
+};
+
+/**
+ * Sets document-related variables once based on the current document
+ * @param {Element|Object} [doc] An element or document object to use to set the document
+ * @returns {Object} Returns the current document
+ */
+setDocument = Sizzle.setDocument = function( node ) {
+	var hasCompare, subWindow,
+		doc = node ? node.ownerDocument || node : preferredDoc;
+
+	// Return early if doc is invalid or already selected
+	// Support: IE 11+, Edge 17 - 18+
+	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+	// two documents; shallow comparisons work.
+	// eslint-disable-next-line eqeqeq
+	if ( doc == document || doc.nodeType !== 9 || !doc.documentElement ) {
+		return document;
+	}
+
+	// Update global variables
+	document = doc;
+	docElem = document.documentElement;
+	documentIsHTML = !isXML( document );
+
+	// Support: IE 9 - 11+, Edge 12 - 18+
+	// Accessing iframe documents after unload throws "permission denied" errors (jQuery #13936)
+	// Support: IE 11+, Edge 17 - 18+
+	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+	// two documents; shallow comparisons work.
+	// eslint-disable-next-line eqeqeq
+	if ( preferredDoc != document &&
+		( subWindow = document.defaultView ) && subWindow.top !== subWindow ) {
+
+		// Support: IE 11, Edge
+		if ( subWindow.addEventListener ) {
+			subWindow.addEventListener( "unload", unloadHandler, false );
+
+		// Support: IE 9 - 10 only
+		} else if ( subWindow.attachEvent ) {
+			subWindow.attachEvent( "onunload", unloadHandler );
+		}
+	}
+
+	// Support: IE 8 - 11+, Edge 12 - 18+, Chrome <=16 - 25 only, Firefox <=3.6 - 31 only,
+	// Safari 4 - 5 only, Opera <=11.6 - 12.x only
+	// IE/Edge & older browsers don't support the :scope pseudo-class.
+	// Support: Safari 6.0 only
+	// Safari 6.0 supports :scope but it's an alias of :root there.
+	support.scope = assert( function( el ) {
+		docElem.appendChild( el ).appendChild( document.createElement( "div" ) );
+		return typeof el.querySelectorAll !== "undefined" &&
+			!el.querySelectorAll( ":scope fieldset div" ).length;
+	} );
+
+	/* Attributes
+	---------------------------------------------------------------------- */
+
+	// Support: IE<8
+	// Verify that getAttribute really returns attributes and not properties
+	// (excepting IE8 booleans)
+	support.attributes = assert( function( el ) {
+		el.className = "i";
+		return !el.getAttribute( "className" );
+	} );
+
+	/* getElement(s)By*
+	---------------------------------------------------------------------- */
+
+	// Check if getElementsByTagName("*") returns only elements
+	support.getElementsByTagName = assert( function( el ) {
+		el.appendChild( document.createComment( "" ) );
+		return !el.getElementsByTagName( "*" ).length;
+	} );
+
+	// Support: IE<9
+	support.getElementsByClassName = rnative.test( document.getElementsByClassName );
+
+	// Support: IE<10
+	// Check if getElementById returns elements by name
+	// The broken getElementById methods don't pick up programmatically-set names,
+	// so use a roundabout getElementsByName test
+	support.getById = assert( function( el ) {
+		docElem.appendChild( el ).id = expando;
+		return !document.getElementsByName || !document.getElementsByName( expando ).length;
+	} );
+
+	// ID filter and find
+	if ( support.getById ) {
+		Expr.filter[ "ID" ] = function( id ) {
+			var attrId = id.replace( runescape, funescape );
+			return function( elem ) {
+				return elem.getAttribute( "id" ) === attrId;
+			};
+		};
+		Expr.find[ "ID" ] = function( id, context ) {
+			if ( typeof context.getElementById !== "undefined" && documentIsHTML ) {
+				var elem = context.getElementById( id );
+				return elem ? [ elem ] : [];
+			}
+		};
+	} else {
+		Expr.filter[ "ID" ] =  function( id ) {
+			var attrId = id.replace( runescape, funescape );
+			return function( elem ) {
+				var node = typeof elem.getAttributeNode !== "undefined" &&
+					elem.getAttributeNode( "id" );
+				return node && node.value === attrId;
+			};
+		};
+
+		// Support: IE 6 - 7 only
+		// getElementById is not reliable as a find shortcut
+		Expr.find[ "ID" ] = function( id, context ) {
+			if ( typeof context.getElementById !== "undefined" && documentIsHTML ) {
+				var node, i, elems,
+					elem = context.getElementById( id );
+
+				if ( elem ) {
+
+					// Verify the id attribute
+					node = elem.getAttributeNode( "id" );
+					if ( node && node.value === id ) {
+						return [ elem ];
+					}
+
+					// Fall back on getElementsByName
+					elems = context.getElementsByName( id );
+					i = 0;
+					while ( ( elem = elems[ i++ ] ) ) {
+						node = elem.getAttributeNode( "id" );
+						if ( node && node.value === id ) {
+							return [ elem ];
+						}
+					}
+				}
+
+				return [];
+			}
+		};
+	}
+
+	// Tag
+	Expr.find[ "TAG" ] = support.getElementsByTagName ?
+		function( tag, context ) {
+			if ( typeof context.getElementsByTagName !== "undefined" ) {
+				return context.getElementsByTagName( tag );
+
+			// DocumentFragment nodes don't have gEBTN
+			} else if ( support.qsa ) {
+				return context.querySelectorAll( tag );
+			}
+		} :
+
+		function( tag, context ) {
+			var elem,
+				tmp = [],
+				i = 0,
+
+				// By happy coincidence, a (broken) gEBTN appears on DocumentFragment nodes too
+				results = context.getElementsByTagName( tag );
+
+			// Filter out possible comments
+			if ( tag === "*" ) {
+				while ( ( elem = results[ i++ ] ) ) {
+					if ( elem.nodeType === 1 ) {
+						tmp.push( elem );
+					}
+				}
+
+				return tmp;
+			}
+			return results;
+		};
+
+	// Class
+	Expr.find[ "CLASS" ] = support.getElementsByClassName && function( className, context ) {
+		if ( typeof context.getElementsByClassName !== "undefined" && documentIsHTML ) {
+			return context.getElementsByClassName( className );
+		}
+	};
+
+	/* QSA/matchesSelector
+	---------------------------------------------------------------------- */
+
+	// QSA and matchesSelector support
+
+	// matchesSelector(:active) reports false when true (IE9/Opera 11.5)
+	rbuggyMatches = [];
+
+	// qSa(:focus) reports false when true (Chrome 21)
+	// We allow this because of a bug in IE8/9 that throws an error
+	// whenever `document.activeElement` is accessed on an iframe
+	// So, we allow :focus to pass through QSA all the time to avoid the IE error
+	// See https://bugs.jquery.com/ticket/13378
+	rbuggyQSA = [];
+
+	if ( ( support.qsa = rnative.test( document.querySelectorAll ) ) ) {
+
+		// Build QSA regex
+		// Regex strategy adopted from Diego Perini
+		assert( function( el ) {
+
+			var input;
+
+			// Select is set to empty string on purpose
+			// This is to test IE's treatment of not explicitly
+			// setting a boolean content attribute,
+			// since its presence should be enough
+			// https://bugs.jquery.com/ticket/12359
+			docElem.appendChild( el ).innerHTML = "<a id='" + expando + "'></a>" +
+				"<select id='" + expando + "-\r\\' msallowcapture=''>" +
+				"<option selected=''></option></select>";
+
+			// Support: IE8, Opera 11-12.16
+			// Nothing should be selected when empty strings follow ^= or $= or *=
+			// The test attribute must be unknown in Opera but "safe" for WinRT
+			// https://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section
+			if ( el.querySelectorAll( "[msallowcapture^='']" ).length ) {
+				rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" );
+			}
+
+			// Support: IE8
+			// Boolean attributes and "value" are not treated correctly
+			if ( !el.querySelectorAll( "[selected]" ).length ) {
+				rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" );
+			}
+
+			// Support: Chrome<29, Android<4.4, Safari<7.0+, iOS<7.0+, PhantomJS<1.9.8+
+			if ( !el.querySelectorAll( "[id~=" + expando + "-]" ).length ) {
+				rbuggyQSA.push( "~=" );
+			}
+
+			// Support: IE 11+, Edge 15 - 18+
+			// IE 11/Edge don't find elements on a `[name='']` query in some cases.
+			// Adding a temporary attribute to the document before the selection works
+			// around the issue.
+			// Interestingly, IE 10 & older don't seem to have the issue.
+			input = document.createElement( "input" );
+			input.setAttribute( "name", "" );
+			el.appendChild( input );
+			if ( !el.querySelectorAll( "[name='']" ).length ) {
+				rbuggyQSA.push( "\\[" + whitespace + "*name" + whitespace + "*=" +
+					whitespace + "*(?:''|\"\")" );
+			}
+
+			// Webkit/Opera - :checked should return selected option elements
+			// http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked
+			// IE8 throws error here and will not see later tests
+			if ( !el.querySelectorAll( ":checked" ).length ) {
+				rbuggyQSA.push( ":checked" );
+			}
+
+			// Support: Safari 8+, iOS 8+
+			// https://bugs.webkit.org/show_bug.cgi?id=136851
+			// In-page `selector#id sibling-combinator selector` fails
+			if ( !el.querySelectorAll( "a#" + expando + "+*" ).length ) {
+				rbuggyQSA.push( ".#.+[+~]" );
+			}
+
+			// Support: Firefox <=3.6 - 5 only
+			// Old Firefox doesn't throw on a badly-escaped identifier.
+			el.querySelectorAll( "\\\f" );
+			rbuggyQSA.push( "[\\r\\n\\f]" );
+		} );
+
+		assert( function( el ) {
+			el.innerHTML = "<a href='' disabled='disabled'></a>" +
+				"<select disabled='disabled'><option/></select>";
+
+			// Support: Windows 8 Native Apps
+			// The type and name attributes are restricted during .innerHTML assignment
+			var input = document.createElement( "input" );
+			input.setAttribute( "type", "hidden" );
+			el.appendChild( input ).setAttribute( "name", "D" );
+
+			// Support: IE8
+			// Enforce case-sensitivity of name attribute
+			if ( el.querySelectorAll( "[name=d]" ).length ) {
+				rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" );
+			}
+
+			// FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled)
+			// IE8 throws error here and will not see later tests
+			if ( el.querySelectorAll( ":enabled" ).length !== 2 ) {
+				rbuggyQSA.push( ":enabled", ":disabled" );
+			}
+
+			// Support: IE9-11+
+			// IE's :disabled selector does not pick up the children of disabled fieldsets
+			docElem.appendChild( el ).disabled = true;
+			if ( el.querySelectorAll( ":disabled" ).length !== 2 ) {
+				rbuggyQSA.push( ":enabled", ":disabled" );
+			}
+
+			// Support: Opera 10 - 11 only
+			// Opera 10-11 does not throw on post-comma invalid pseudos
+			el.querySelectorAll( "*,:x" );
+			rbuggyQSA.push( ",.*:" );
+		} );
+	}
+
+	if ( ( support.matchesSelector = rnative.test( ( matches = docElem.matches ||
+		docElem.webkitMatchesSelector ||
+		docElem.mozMatchesSelector ||
+		docElem.oMatchesSelector ||
+		docElem.msMatchesSelector ) ) ) ) {
+
+		assert( function( el ) {
+
+			// Check to see if it's possible to do matchesSelector
+			// on a disconnected node (IE 9)
+			support.disconnectedMatch = matches.call( el, "*" );
+
+			// This should fail with an exception
+			// Gecko does not error, returns false instead
+			matches.call( el, "[s!='']:x" );
+			rbuggyMatches.push( "!=", pseudos );
+		} );
+	}
+
+	rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join( "|" ) );
+	rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join( "|" ) );
+
+	/* Contains
+	---------------------------------------------------------------------- */
+	hasCompare = rnative.test( docElem.compareDocumentPosition );
+
+	// Element contains another
+	// Purposefully self-exclusive
+	// As in, an element does not contain itself
+	contains = hasCompare || rnative.test( docElem.contains ) ?
+		function( a, b ) {
+			var adown = a.nodeType === 9 ? a.documentElement : a,
+				bup = b && b.parentNode;
+			return a === bup || !!( bup && bup.nodeType === 1 && (
+				adown.contains ?
+					adown.contains( bup ) :
+					a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16
+			) );
+		} :
+		function( a, b ) {
+			if ( b ) {
+				while ( ( b = b.parentNode ) ) {
+					if ( b === a ) {
+						return true;
+					}
+				}
+			}
+			return false;
+		};
+
+	/* Sorting
+	---------------------------------------------------------------------- */
+
+	// Document order sorting
+	sortOrder = hasCompare ?
+	function( a, b ) {
+
+		// Flag for duplicate removal
+		if ( a === b ) {
+			hasDuplicate = true;
+			return 0;
+		}
+
+		// Sort on method existence if only one input has compareDocumentPosition
+		var compare = !a.compareDocumentPosition - !b.compareDocumentPosition;
+		if ( compare ) {
+			return compare;
+		}
+
+		// Calculate position if both inputs belong to the same document
+		// Support: IE 11+, Edge 17 - 18+
+		// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+		// two documents; shallow comparisons work.
+		// eslint-disable-next-line eqeqeq
+		compare = ( a.ownerDocument || a ) == ( b.ownerDocument || b ) ?
+			a.compareDocumentPosition( b ) :
+
+			// Otherwise we know they are disconnected
+			1;
+
+		// Disconnected nodes
+		if ( compare & 1 ||
+			( !support.sortDetached && b.compareDocumentPosition( a ) === compare ) ) {
+
+			// Choose the first element that is related to our preferred document
+			// Support: IE 11+, Edge 17 - 18+
+			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+			// two documents; shallow comparisons work.
+			// eslint-disable-next-line eqeqeq
+			if ( a == document || a.ownerDocument == preferredDoc &&
+				contains( preferredDoc, a ) ) {
+				return -1;
+			}
+
+			// Support: IE 11+, Edge 17 - 18+
+			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+			// two documents; shallow comparisons work.
+			// eslint-disable-next-line eqeqeq
+			if ( b == document || b.ownerDocument == preferredDoc &&
+				contains( preferredDoc, b ) ) {
+				return 1;
+			}
+
+			// Maintain original order
+			return sortInput ?
+				( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) :
+				0;
+		}
+
+		return compare & 4 ? -1 : 1;
+	} :
+	function( a, b ) {
+
+		// Exit early if the nodes are identical
+		if ( a === b ) {
+			hasDuplicate = true;
+			return 0;
+		}
+
+		var cur,
+			i = 0,
+			aup = a.parentNode,
+			bup = b.parentNode,
+			ap = [ a ],
+			bp = [ b ];
+
+		// Parentless nodes are either documents or disconnected
+		if ( !aup || !bup ) {
+
+			// Support: IE 11+, Edge 17 - 18+
+			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+			// two documents; shallow comparisons work.
+			/* eslint-disable eqeqeq */
+			return a == document ? -1 :
+				b == document ? 1 :
+				/* eslint-enable eqeqeq */
+				aup ? -1 :
+				bup ? 1 :
+				sortInput ?
+				( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) :
+				0;
+
+		// If the nodes are siblings, we can do a quick check
+		} else if ( aup === bup ) {
+			return siblingCheck( a, b );
+		}
+
+		// Otherwise we need full lists of their ancestors for comparison
+		cur = a;
+		while ( ( cur = cur.parentNode ) ) {
+			ap.unshift( cur );
+		}
+		cur = b;
+		while ( ( cur = cur.parentNode ) ) {
+			bp.unshift( cur );
+		}
+
+		// Walk down the tree looking for a discrepancy
+		while ( ap[ i ] === bp[ i ] ) {
+			i++;
+		}
+
+		return i ?
+
+			// Do a sibling check if the nodes have a common ancestor
+			siblingCheck( ap[ i ], bp[ i ] ) :
+
+			// Otherwise nodes in our document sort first
+			// Support: IE 11+, Edge 17 - 18+
+			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+			// two documents; shallow comparisons work.
+			/* eslint-disable eqeqeq */
+			ap[ i ] == preferredDoc ? -1 :
+			bp[ i ] == preferredDoc ? 1 :
+			/* eslint-enable eqeqeq */
+			0;
+	};
+
+	return document;
+};
+
+Sizzle.matches = function( expr, elements ) {
+	return Sizzle( expr, null, null, elements );
+};
+
+Sizzle.matchesSelector = function( elem, expr ) {
+	setDocument( elem );
+
+	if ( support.matchesSelector && documentIsHTML &&
+		!nonnativeSelectorCache[ expr + " " ] &&
+		( !rbuggyMatches || !rbuggyMatches.test( expr ) ) &&
+		( !rbuggyQSA     || !rbuggyQSA.test( expr ) ) ) {
+
+		try {
+			var ret = matches.call( elem, expr );
+
+			// IE 9's matchesSelector returns false on disconnected nodes
+			if ( ret || support.disconnectedMatch ||
+
+				// As well, disconnected nodes are said to be in a document
+				// fragment in IE 9
+				elem.document && elem.document.nodeType !== 11 ) {
+				return ret;
+			}
+		} catch ( e ) {
+			nonnativeSelectorCache( expr, true );
+		}
+	}
+
+	return Sizzle( expr, document, null, [ elem ] ).length > 0;
+};
+
+Sizzle.contains = function( context, elem ) {
+
+	// Set document vars if needed
+	// Support: IE 11+, Edge 17 - 18+
+	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+	// two documents; shallow comparisons work.
+	// eslint-disable-next-line eqeqeq
+	if ( ( context.ownerDocument || context ) != document ) {
+		setDocument( context );
+	}
+	return contains( context, elem );
+};
+
+Sizzle.attr = function( elem, name ) {
+
+	// Set document vars if needed
+	// Support: IE 11+, Edge 17 - 18+
+	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+	// two documents; shallow comparisons work.
+	// eslint-disable-next-line eqeqeq
+	if ( ( elem.ownerDocument || elem ) != document ) {
+		setDocument( elem );
+	}
+
+	var fn = Expr.attrHandle[ name.toLowerCase() ],
+
+		// Don't get fooled by Object.prototype properties (jQuery #13807)
+		val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ?
+			fn( elem, name, !documentIsHTML ) :
+			undefined;
+
+	return val !== undefined ?
+		val :
+		support.attributes || !documentIsHTML ?
+			elem.getAttribute( name ) :
+			( val = elem.getAttributeNode( name ) ) && val.specified ?
+				val.value :
+				null;
+};
+
+Sizzle.escape = function( sel ) {
+	return ( sel + "" ).replace( rcssescape, fcssescape );
+};
+
+Sizzle.error = function( msg ) {
+	throw new Error( "Syntax error, unrecognized expression: " + msg );
+};
+
+/**
+ * Document sorting and removing duplicates
+ * @param {ArrayLike} results
+ */
+Sizzle.uniqueSort = function( results ) {
+	var elem,
+		duplicates = [],
+		j = 0,
+		i = 0;
+
+	// Unless we *know* we can detect duplicates, assume their presence
+	hasDuplicate = !support.detectDuplicates;
+	sortInput = !support.sortStable && results.slice( 0 );
+	results.sort( sortOrder );
+
+	if ( hasDuplicate ) {
+		while ( ( elem = results[ i++ ] ) ) {
+			if ( elem === results[ i ] ) {
+				j = duplicates.push( i );
+			}
+		}
+		while ( j-- ) {
+			results.splice( duplicates[ j ], 1 );
+		}
+	}
+
+	// Clear input after sorting to release objects
+	// See https://github.com/jquery/sizzle/pull/225
+	sortInput = null;
+
+	return results;
+};
+
+/**
+ * Utility function for retrieving the text value of an array of DOM nodes
+ * @param {Array|Element} elem
+ */
+getText = Sizzle.getText = function( elem ) {
+	var node,
+		ret = "",
+		i = 0,
+		nodeType = elem.nodeType;
+
+	if ( !nodeType ) {
+
+		// If no nodeType, this is expected to be an array
+		while ( ( node = elem[ i++ ] ) ) {
+
+			// Do not traverse comment nodes
+			ret += getText( node );
+		}
+	} else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) {
+
+		// Use textContent for elements
+		// innerText usage removed for consistency of new lines (jQuery #11153)
+		if ( typeof elem.textContent === "string" ) {
+			return elem.textContent;
+		} else {
+
+			// Traverse its children
+			for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) {
+				ret += getText( elem );
+			}
+		}
+	} else if ( nodeType === 3 || nodeType === 4 ) {
+		return elem.nodeValue;
+	}
+
+	// Do not include comment or processing instruction nodes
+
+	return ret;
+};
+
+Expr = Sizzle.selectors = {
+
+	// Can be adjusted by the user
+	cacheLength: 50,
+
+	createPseudo: markFunction,
+
+	match: matchExpr,
+
+	attrHandle: {},
+
+	find: {},
+
+	relative: {
+		">": { dir: "parentNode", first: true },
+		" ": { dir: "parentNode" },
+		"+": { dir: "previousSibling", first: true },
+		"~": { dir: "previousSibling" }
+	},
+
+	preFilter: {
+		"ATTR": function( match ) {
+			match[ 1 ] = match[ 1 ].replace( runescape, funescape );
+
+			// Move the given value to match[3] whether quoted or unquoted
+			match[ 3 ] = ( match[ 3 ] || match[ 4 ] ||
+				match[ 5 ] || "" ).replace( runescape, funescape );
+
+			if ( match[ 2 ] === "~=" ) {
+				match[ 3 ] = " " + match[ 3 ] + " ";
+			}
+
+			return match.slice( 0, 4 );
+		},
+
+		"CHILD": function( match ) {
+
+			/* matches from matchExpr["CHILD"]
+				1 type (only|nth|...)
+				2 what (child|of-type)
+				3 argument (even|odd|\d*|\d*n([+-]\d+)?|...)
+				4 xn-component of xn+y argument ([+-]?\d*n|)
+				5 sign of xn-component
+				6 x of xn-component
+				7 sign of y-component
+				8 y of y-component
+			*/
+			match[ 1 ] = match[ 1 ].toLowerCase();
+
+			if ( match[ 1 ].slice( 0, 3 ) === "nth" ) {
+
+				// nth-* requires argument
+				if ( !match[ 3 ] ) {
+					Sizzle.error( match[ 0 ] );
+				}
+
+				// numeric x and y parameters for Expr.filter.CHILD
+				// remember that false/true cast respectively to 0/1
+				match[ 4 ] = +( match[ 4 ] ?
+					match[ 5 ] + ( match[ 6 ] || 1 ) :
+					2 * ( match[ 3 ] === "even" || match[ 3 ] === "odd" ) );
+				match[ 5 ] = +( ( match[ 7 ] + match[ 8 ] ) || match[ 3 ] === "odd" );
+
+				// other types prohibit arguments
+			} else if ( match[ 3 ] ) {
+				Sizzle.error( match[ 0 ] );
+			}
+
+			return match;
+		},
+
+		"PSEUDO": function( match ) {
+			var excess,
+				unquoted = !match[ 6 ] && match[ 2 ];
+
+			if ( matchExpr[ "CHILD" ].test( match[ 0 ] ) ) {
+				return null;
+			}
+
+			// Accept quoted arguments as-is
+			if ( match[ 3 ] ) {
+				match[ 2 ] = match[ 4 ] || match[ 5 ] || "";
+
+			// Strip excess characters from unquoted arguments
+			} else if ( unquoted && rpseudo.test( unquoted ) &&
+
+				// Get excess from tokenize (recursively)
+				( excess = tokenize( unquoted, true ) ) &&
+
+				// advance to the next closing parenthesis
+				( excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length ) ) {
+
+				// excess is a negative index
+				match[ 0 ] = match[ 0 ].slice( 0, excess );
+				match[ 2 ] = unquoted.slice( 0, excess );
+			}
+
+			// Return only captures needed by the pseudo filter method (type and argument)
+			return match.slice( 0, 3 );
+		}
+	},
+
+	filter: {
+
+		"TAG": function( nodeNameSelector ) {
+			var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase();
+			return nodeNameSelector === "*" ?
+				function() {
+					return true;
+				} :
+				function( elem ) {
+					return elem.nodeName && elem.nodeName.toLowerCase() === nodeName;
+				};
+		},
+
+		"CLASS": function( className ) {
+			var pattern = classCache[ className + " " ];
+
+			return pattern ||
+				( pattern = new RegExp( "(^|" + whitespace +
+					")" + className + "(" + whitespace + "|$)" ) ) && classCache(
+						className, function( elem ) {
+							return pattern.test(
+								typeof elem.className === "string" && elem.className ||
+								typeof elem.getAttribute !== "undefined" &&
+									elem.getAttribute( "class" ) ||
+								""
+							);
+				} );
+		},
+
+		"ATTR": function( name, operator, check ) {
+			return function( elem ) {
+				var result = Sizzle.attr( elem, name );
+
+				if ( result == null ) {
+					return operator === "!=";
+				}
+				if ( !operator ) {
+					return true;
+				}
+
+				result += "";
+
+				/* eslint-disable max-len */
+
+				return operator === "=" ? result === check :
+					operator === "!=" ? result !== check :
+					operator === "^=" ? check && result.indexOf( check ) === 0 :
+					operator === "*=" ? check && result.indexOf( check ) > -1 :
+					operator === "$=" ? check && result.slice( -check.length ) === check :
+					operator === "~=" ? ( " " + result.replace( rwhitespace, " " ) + " " ).indexOf( check ) > -1 :
+					operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" :
+					false;
+				/* eslint-enable max-len */
+
+			};
+		},
+
+		"CHILD": function( type, what, _argument, first, last ) {
+			var simple = type.slice( 0, 3 ) !== "nth",
+				forward = type.slice( -4 ) !== "last",
+				ofType = what === "of-type";
+
+			return first === 1 && last === 0 ?
+
+				// Shortcut for :nth-*(n)
+				function( elem ) {
+					return !!elem.parentNode;
+				} :
+
+				function( elem, _context, xml ) {
+					var cache, uniqueCache, outerCache, node, nodeIndex, start,
+						dir = simple !== forward ? "nextSibling" : "previousSibling",
+						parent = elem.parentNode,
+						name = ofType && elem.nodeName.toLowerCase(),
+						useCache = !xml && !ofType,
+						diff = false;
+
+					if ( parent ) {
+
+						// :(first|last|only)-(child|of-type)
+						if ( simple ) {
+							while ( dir ) {
+								node = elem;
+								while ( ( node = node[ dir ] ) ) {
+									if ( ofType ?
+										node.nodeName.toLowerCase() === name :
+										node.nodeType === 1 ) {
+
+										return false;
+									}
+								}
+
+								// Reverse direction for :only-* (if we haven't yet done so)
+								start = dir = type === "only" && !start && "nextSibling";
+							}
+							return true;
+						}
+
+						start = [ forward ? parent.firstChild : parent.lastChild ];
+
+						// non-xml :nth-child(...) stores cache data on `parent`
+						if ( forward && useCache ) {
+
+							// Seek `elem` from a previously-cached index
+
+							// ...in a gzip-friendly way
+							node = parent;
+							outerCache = node[ expando ] || ( node[ expando ] = {} );
+
+							// Support: IE <9 only
+							// Defend against cloned attroperties (jQuery gh-1709)
+							uniqueCache = outerCache[ node.uniqueID ] ||
+								( outerCache[ node.uniqueID ] = {} );
+
+							cache = uniqueCache[ type ] || [];
+							nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ];
+							diff = nodeIndex && cache[ 2 ];
+							node = nodeIndex && parent.childNodes[ nodeIndex ];
+
+							while ( ( node = ++nodeIndex && node && node[ dir ] ||
+
+								// Fallback to seeking `elem` from the start
+								( diff = nodeIndex = 0 ) || start.pop() ) ) {
+
+								// When found, cache indexes on `parent` and break
+								if ( node.nodeType === 1 && ++diff && node === elem ) {
+									uniqueCache[ type ] = [ dirruns, nodeIndex, diff ];
+									break;
+								}
+							}
+
+						} else {
+
+							// Use previously-cached element index if available
+							if ( useCache ) {
+
+								// ...in a gzip-friendly way
+								node = elem;
+								outerCache = node[ expando ] || ( node[ expando ] = {} );
+
+								// Support: IE <9 only
+								// Defend against cloned attroperties (jQuery gh-1709)
+								uniqueCache = outerCache[ node.uniqueID ] ||
+									( outerCache[ node.uniqueID ] = {} );
+
+								cache = uniqueCache[ type ] || [];
+								nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ];
+								diff = nodeIndex;
+							}
+
+							// xml :nth-child(...)
+							// or :nth-last-child(...) or :nth(-last)?-of-type(...)
+							if ( diff === false ) {
+
+								// Use the same loop as above to seek `elem` from the start
+								while ( ( node = ++nodeIndex && node && node[ dir ] ||
+									( diff = nodeIndex = 0 ) || start.pop() ) ) {
+
+									if ( ( ofType ?
+										node.nodeName.toLowerCase() === name :
+										node.nodeType === 1 ) &&
+										++diff ) {
+
+										// Cache the index of each encountered element
+										if ( useCache ) {
+											outerCache = node[ expando ] ||
+												( node[ expando ] = {} );
+
+											// Support: IE <9 only
+											// Defend against cloned attroperties (jQuery gh-1709)
+											uniqueCache = outerCache[ node.uniqueID ] ||
+												( outerCache[ node.uniqueID ] = {} );
+
+											uniqueCache[ type ] = [ dirruns, diff ];
+										}
+
+										if ( node === elem ) {
+											break;
+										}
+									}
+								}
+							}
+						}
+
+						// Incorporate the offset, then check against cycle size
+						diff -= last;
+						return diff === first || ( diff % first === 0 && diff / first >= 0 );
+					}
+				};
+		},
+
+		"PSEUDO": function( pseudo, argument ) {
+
+			// pseudo-class names are case-insensitive
+			// http://www.w3.org/TR/selectors/#pseudo-classes
+			// Prioritize by case sensitivity in case custom pseudos are added with uppercase letters
+			// Remember that setFilters inherits from pseudos
+			var args,
+				fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] ||
+					Sizzle.error( "unsupported pseudo: " + pseudo );
+
+			// The user may use createPseudo to indicate that
+			// arguments are needed to create the filter function
+			// just as Sizzle does
+			if ( fn[ expando ] ) {
+				return fn( argument );
+			}
+
+			// But maintain support for old signatures
+			if ( fn.length > 1 ) {
+				args = [ pseudo, pseudo, "", argument ];
+				return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ?
+					markFunction( function( seed, matches ) {
+						var idx,
+							matched = fn( seed, argument ),
+							i = matched.length;
+						while ( i-- ) {
+							idx = indexOf( seed, matched[ i ] );
+							seed[ idx ] = !( matches[ idx ] = matched[ i ] );
+						}
+					} ) :
+					function( elem ) {
+						return fn( elem, 0, args );
+					};
+			}
+
+			return fn;
+		}
+	},
+
+	pseudos: {
+
+		// Potentially complex pseudos
+		"not": markFunction( function( selector ) {
+
+			// Trim the selector passed to compile
+			// to avoid treating leading and trailing
+			// spaces as combinators
+			var input = [],
+				results = [],
+				matcher = compile( selector.replace( rtrim, "$1" ) );
+
+			return matcher[ expando ] ?
+				markFunction( function( seed, matches, _context, xml ) {
+					var elem,
+						unmatched = matcher( seed, null, xml, [] ),
+						i = seed.length;
+
+					// Match elements unmatched by `matcher`
+					while ( i-- ) {
+						if ( ( elem = unmatched[ i ] ) ) {
+							seed[ i ] = !( matches[ i ] = elem );
+						}
+					}
+				} ) :
+				function( elem, _context, xml ) {
+					input[ 0 ] = elem;
+					matcher( input, null, xml, results );
+
+					// Don't keep the element (issue #299)
+					input[ 0 ] = null;
+					return !results.pop();
+				};
+		} ),
+
+		"has": markFunction( function( selector ) {
+			return function( elem ) {
+				return Sizzle( selector, elem ).length > 0;
+			};
+		} ),
+
+		"contains": markFunction( function( text ) {
+			text = text.replace( runescape, funescape );
+			return function( elem ) {
+				return ( elem.textContent || getText( elem ) ).indexOf( text ) > -1;
+			};
+		} ),
+
+		// "Whether an element is represented by a :lang() selector
+		// is based solely on the element's language value
+		// being equal to the identifier C,
+		// or beginning with the identifier C immediately followed by "-".
+		// The matching of C against the element's language value is performed case-insensitively.
+		// The identifier C does not have to be a valid language name."
+		// http://www.w3.org/TR/selectors/#lang-pseudo
+		"lang": markFunction( function( lang ) {
+
+			// lang value must be a valid identifier
+			if ( !ridentifier.test( lang || "" ) ) {
+				Sizzle.error( "unsupported lang: " + lang );
+			}
+			lang = lang.replace( runescape, funescape ).toLowerCase();
+			return function( elem ) {
+				var elemLang;
+				do {
+					if ( ( elemLang = documentIsHTML ?
+						elem.lang :
+						elem.getAttribute( "xml:lang" ) || elem.getAttribute( "lang" ) ) ) {
+
+						elemLang = elemLang.toLowerCase();
+						return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0;
+					}
+				} while ( ( elem = elem.parentNode ) && elem.nodeType === 1 );
+				return false;
+			};
+		} ),
+
+		// Miscellaneous
+		"target": function( elem ) {
+			var hash = window.location && window.location.hash;
+			return hash && hash.slice( 1 ) === elem.id;
+		},
+
+		"root": function( elem ) {
+			return elem === docElem;
+		},
+
+		"focus": function( elem ) {
+			return elem === document.activeElement &&
+				( !document.hasFocus || document.hasFocus() ) &&
+				!!( elem.type || elem.href || ~elem.tabIndex );
+		},
+
+		// Boolean properties
+		"enabled": createDisabledPseudo( false ),
+		"disabled": createDisabledPseudo( true ),
+
+		"checked": function( elem ) {
+
+			// In CSS3, :checked should return both checked and selected elements
+			// http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked
+			var nodeName = elem.nodeName.toLowerCase();
+			return ( nodeName === "input" && !!elem.checked ) ||
+				( nodeName === "option" && !!elem.selected );
+		},
+
+		"selected": function( elem ) {
+
+			// Accessing this property makes selected-by-default
+			// options in Safari work properly
+			if ( elem.parentNode ) {
+				// eslint-disable-next-line no-unused-expressions
+				elem.parentNode.selectedIndex;
+			}
+
+			return elem.selected === true;
+		},
+
+		// Contents
+		"empty": function( elem ) {
+
+			// http://www.w3.org/TR/selectors/#empty-pseudo
+			// :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5),
+			//   but not by others (comment: 8; processing instruction: 7; etc.)
+			// nodeType < 6 works because attributes (2) do not appear as children
+			for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) {
+				if ( elem.nodeType < 6 ) {
+					return false;
+				}
+			}
+			return true;
+		},
+
+		"parent": function( elem ) {
+			return !Expr.pseudos[ "empty" ]( elem );
+		},
+
+		// Element/input types
+		"header": function( elem ) {
+			return rheader.test( elem.nodeName );
+		},
+
+		"input": function( elem ) {
+			return rinputs.test( elem.nodeName );
+		},
+
+		"button": function( elem ) {
+			var name = elem.nodeName.toLowerCase();
+			return name === "input" && elem.type === "button" || name === "button";
+		},
+
+		"text": function( elem ) {
+			var attr;
+			return elem.nodeName.toLowerCase() === "input" &&
+				elem.type === "text" &&
+
+				// Support: IE<8
+				// New HTML5 attribute values (e.g., "search") appear with elem.type === "text"
+				( ( attr = elem.getAttribute( "type" ) ) == null ||
+					attr.toLowerCase() === "text" );
+		},
+
+		// Position-in-collection
+		"first": createPositionalPseudo( function() {
+			return [ 0 ];
+		} ),
+
+		"last": createPositionalPseudo( function( _matchIndexes, length ) {
+			return [ length - 1 ];
+		} ),
+
+		"eq": createPositionalPseudo( function( _matchIndexes, length, argument ) {
+			return [ argument < 0 ? argument + length : argument ];
+		} ),
+
+		"even": createPositionalPseudo( function( matchIndexes, length ) {
+			var i = 0;
+			for ( ; i < length; i += 2 ) {
+				matchIndexes.push( i );
+			}
+			return matchIndexes;
+		} ),
+
+		"odd": createPositionalPseudo( function( matchIndexes, length ) {
+			var i = 1;
+			for ( ; i < length; i += 2 ) {
+				matchIndexes.push( i );
+			}
+			return matchIndexes;
+		} ),
+
+		"lt": createPositionalPseudo( function( matchIndexes, length, argument ) {
+			var i = argument < 0 ?
+				argument + length :
+				argument > length ?
+					length :
+					argument;
+			for ( ; --i >= 0; ) {
+				matchIndexes.push( i );
+			}
+			return matchIndexes;
+		} ),
+
+		"gt": createPositionalPseudo( function( matchIndexes, length, argument ) {
+			var i = argument < 0 ? argument + length : argument;
+			for ( ; ++i < length; ) {
+				matchIndexes.push( i );
+			}
+			return matchIndexes;
+		} )
+	}
+};
+
+Expr.pseudos[ "nth" ] = Expr.pseudos[ "eq" ];
+
+// Add button/input type pseudos
+for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) {
+	Expr.pseudos[ i ] = createInputPseudo( i );
+}
+for ( i in { submit: true, reset: true } ) {
+	Expr.pseudos[ i ] = createButtonPseudo( i );
+}
+
+// Easy API for creating new setFilters
+function setFilters() {}
+setFilters.prototype = Expr.filters = Expr.pseudos;
+Expr.setFilters = new setFilters();
+
+tokenize = Sizzle.tokenize = function( selector, parseOnly ) {
+	var matched, match, tokens, type,
+		soFar, groups, preFilters,
+		cached = tokenCache[ selector + " " ];
+
+	if ( cached ) {
+		return parseOnly ? 0 : cached.slice( 0 );
+	}
+
+	soFar = selector;
+	groups = [];
+	preFilters = Expr.preFilter;
+
+	while ( soFar ) {
+
+		// Comma and first run
+		if ( !matched || ( match = rcomma.exec( soFar ) ) ) {
+			if ( match ) {
+
+				// Don't consume trailing commas as valid
+				soFar = soFar.slice( match[ 0 ].length ) || soFar;
+			}
+			groups.push( ( tokens = [] ) );
+		}
+
+		matched = false;
+
+		// Combinators
+		if ( ( match = rcombinators.exec( soFar ) ) ) {
+			matched = match.shift();
+			tokens.push( {
+				value: matched,
+
+				// Cast descendant combinators to space
+				type: match[ 0 ].replace( rtrim, " " )
+			} );
+			soFar = soFar.slice( matched.length );
+		}
+
+		// Filters
+		for ( type in Expr.filter ) {
+			if ( ( match = matchExpr[ type ].exec( soFar ) ) && ( !preFilters[ type ] ||
+				( match = preFilters[ type ]( match ) ) ) ) {
+				matched = match.shift();
+				tokens.push( {
+					value: matched,
+					type: type,
+					matches: match
+				} );
+				soFar = soFar.slice( matched.length );
+			}
+		}
+
+		if ( !matched ) {
+			break;
+		}
+	}
+
+	// Return the length of the invalid excess
+	// if we're just parsing
+	// Otherwise, throw an error or return tokens
+	return parseOnly ?
+		soFar.length :
+		soFar ?
+			Sizzle.error( selector ) :
+
+			// Cache the tokens
+			tokenCache( selector, groups ).slice( 0 );
+};
+
+function toSelector( tokens ) {
+	var i = 0,
+		len = tokens.length,
+		selector = "";
+	for ( ; i < len; i++ ) {
+		selector += tokens[ i ].value;
+	}
+	return selector;
+}
+
+function addCombinator( matcher, combinator, base ) {
+	var dir = combinator.dir,
+		skip = combinator.next,
+		key = skip || dir,
+		checkNonElements = base && key === "parentNode",
+		doneName = done++;
+
+	return combinator.first ?
+
+		// Check against closest ancestor/preceding element
+		function( elem, context, xml ) {
+			while ( ( elem = elem[ dir ] ) ) {
+				if ( elem.nodeType === 1 || checkNonElements ) {
+					return matcher( elem, context, xml );
+				}
+			}
+			return false;
+		} :
+
+		// Check against all ancestor/preceding elements
+		function( elem, context, xml ) {
+			var oldCache, uniqueCache, outerCache,
+				newCache = [ dirruns, doneName ];
+
+			// We can't set arbitrary data on XML nodes, so they don't benefit from combinator caching
+			if ( xml ) {
+				while ( ( elem = elem[ dir ] ) ) {
+					if ( elem.nodeType === 1 || checkNonElements ) {
+						if ( matcher( elem, context, xml ) ) {
+							return true;
+						}
+					}
+				}
+			} else {
+				while ( ( elem = elem[ dir ] ) ) {
+					if ( elem.nodeType === 1 || checkNonElements ) {
+						outerCache = elem[ expando ] || ( elem[ expando ] = {} );
+
+						// Support: IE <9 only
+						// Defend against cloned attroperties (jQuery gh-1709)
+						uniqueCache = outerCache[ elem.uniqueID ] ||
+							( outerCache[ elem.uniqueID ] = {} );
+
+						if ( skip && skip === elem.nodeName.toLowerCase() ) {
+							elem = elem[ dir ] || elem;
+						} else if ( ( oldCache = uniqueCache[ key ] ) &&
+							oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) {
+
+							// Assign to newCache so results back-propagate to previous elements
+							return ( newCache[ 2 ] = oldCache[ 2 ] );
+						} else {
+
+							// Reuse newcache so results back-propagate to previous elements
+							uniqueCache[ key ] = newCache;
+
+							// A match means we're done; a fail means we have to keep checking
+							if ( ( newCache[ 2 ] = matcher( elem, context, xml ) ) ) {
+								return true;
+							}
+						}
+					}
+				}
+			}
+			return false;
+		};
+}
+
+function elementMatcher( matchers ) {
+	return matchers.length > 1 ?
+		function( elem, context, xml ) {
+			var i = matchers.length;
+			while ( i-- ) {
+				if ( !matchers[ i ]( elem, context, xml ) ) {
+					return false;
+				}
+			}
+			return true;
+		} :
+		matchers[ 0 ];
+}
+
+function multipleContexts( selector, contexts, results ) {
+	var i = 0,
+		len = contexts.length;
+	for ( ; i < len; i++ ) {
+		Sizzle( selector, contexts[ i ], results );
+	}
+	return results;
+}
+
+function condense( unmatched, map, filter, context, xml ) {
+	var elem,
+		newUnmatched = [],
+		i = 0,
+		len = unmatched.length,
+		mapped = map != null;
+
+	for ( ; i < len; i++ ) {
+		if ( ( elem = unmatched[ i ] ) ) {
+			if ( !filter || filter( elem, context, xml ) ) {
+				newUnmatched.push( elem );
+				if ( mapped ) {
+					map.push( i );
+				}
+			}
+		}
+	}
+
+	return newUnmatched;
+}
+
+function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) {
+	if ( postFilter && !postFilter[ expando ] ) {
+		postFilter = setMatcher( postFilter );
+	}
+	if ( postFinder && !postFinder[ expando ] ) {
+		postFinder = setMatcher( postFinder, postSelector );
+	}
+	return markFunction( function( seed, results, context, xml ) {
+		var temp, i, elem,
+			preMap = [],
+			postMap = [],
+			preexisting = results.length,
+
+			// Get initial elements from seed or context
+			elems = seed || multipleContexts(
+				selector || "*",
+				context.nodeType ? [ context ] : context,
+				[]
+			),
+
+			// Prefilter to get matcher input, preserving a map for seed-results synchronization
+			matcherIn = preFilter && ( seed || !selector ) ?
+				condense( elems, preMap, preFilter, context, xml ) :
+				elems,
+
+			matcherOut = matcher ?
+
+				// If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results,
+				postFinder || ( seed ? preFilter : preexisting || postFilter ) ?
+
+					// ...intermediate processing is necessary
+					[] :
+
+					// ...otherwise use results directly
+					results :
+				matcherIn;
+
+		// Find primary matches
+		if ( matcher ) {
+			matcher( matcherIn, matcherOut, context, xml );
+		}
+
+		// Apply postFilter
+		if ( postFilter ) {
+			temp = condense( matcherOut, postMap );
+			postFilter( temp, [], context, xml );
+
+			// Un-match failing elements by moving them back to matcherIn
+			i = temp.length;
+			while ( i-- ) {
+				if ( ( elem = temp[ i ] ) ) {
+					matcherOut[ postMap[ i ] ] = !( matcherIn[ postMap[ i ] ] = elem );
+				}
+			}
+		}
+
+		if ( seed ) {
+			if ( postFinder || preFilter ) {
+				if ( postFinder ) {
+
+					// Get the final matcherOut by condensing this intermediate into postFinder contexts
+					temp = [];
+					i = matcherOut.length;
+					while ( i-- ) {
+						if ( ( elem = matcherOut[ i ] ) ) {
+
+							// Restore matcherIn since elem is not yet a final match
+							temp.push( ( matcherIn[ i ] = elem ) );
+						}
+					}
+					postFinder( null, ( matcherOut = [] ), temp, xml );
+				}
+
+				// Move matched elements from seed to results to keep them synchronized
+				i = matcherOut.length;
+				while ( i-- ) {
+					if ( ( elem = matcherOut[ i ] ) &&
+						( temp = postFinder ? indexOf( seed, elem ) : preMap[ i ] ) > -1 ) {
+
+						seed[ temp ] = !( results[ temp ] = elem );
+					}
+				}
+			}
+
+		// Add elements to results, through postFinder if defined
+		} else {
+			matcherOut = condense(
+				matcherOut === results ?
+					matcherOut.splice( preexisting, matcherOut.length ) :
+					matcherOut
+			);
+			if ( postFinder ) {
+				postFinder( null, results, matcherOut, xml );
+			} else {
+				push.apply( results, matcherOut );
+			}
+		}
+	} );
+}
+
+function matcherFromTokens( tokens ) {
+	var checkContext, matcher, j,
+		len = tokens.length,
+		leadingRelative = Expr.relative[ tokens[ 0 ].type ],
+		implicitRelative = leadingRelative || Expr.relative[ " " ],
+		i = leadingRelative ? 1 : 0,
+
+		// The foundational matcher ensures that elements are reachable from top-level context(s)
+		matchContext = addCombinator( function( elem ) {
+			return elem === checkContext;
+		}, implicitRelative, true ),
+		matchAnyContext = addCombinator( function( elem ) {
+			return indexOf( checkContext, elem ) > -1;
+		}, implicitRelative, true ),
+		matchers = [ function( elem, context, xml ) {
+			var ret = ( !leadingRelative && ( xml || context !== outermostContext ) ) || (
+				( checkContext = context ).nodeType ?
+					matchContext( elem, context, xml ) :
+					matchAnyContext( elem, context, xml ) );
+
+			// Avoid hanging onto element (issue #299)
+			checkContext = null;
+			return ret;
+		} ];
+
+	for ( ; i < len; i++ ) {
+		if ( ( matcher = Expr.relative[ tokens[ i ].type ] ) ) {
+			matchers = [ addCombinator( elementMatcher( matchers ), matcher ) ];
+		} else {
+			matcher = Expr.filter[ tokens[ i ].type ].apply( null, tokens[ i ].matches );
+
+			// Return special upon seeing a positional matcher
+			if ( matcher[ expando ] ) {
+
+				// Find the next relative operator (if any) for proper handling
+				j = ++i;
+				for ( ; j < len; j++ ) {
+					if ( Expr.relative[ tokens[ j ].type ] ) {
+						break;
+					}
+				}
+				return setMatcher(
+					i > 1 && elementMatcher( matchers ),
+					i > 1 && toSelector(
+
+					// If the preceding token was a descendant combinator, insert an implicit any-element `*`
+					tokens
+						.slice( 0, i - 1 )
+						.concat( { value: tokens[ i - 2 ].type === " " ? "*" : "" } )
+					).replace( rtrim, "$1" ),
+					matcher,
+					i < j && matcherFromTokens( tokens.slice( i, j ) ),
+					j < len && matcherFromTokens( ( tokens = tokens.slice( j ) ) ),
+					j < len && toSelector( tokens )
+				);
+			}
+			matchers.push( matcher );
+		}
+	}
+
+	return elementMatcher( matchers );
+}
+
+function matcherFromGroupMatchers( elementMatchers, setMatchers ) {
+	var bySet = setMatchers.length > 0,
+		byElement = elementMatchers.length > 0,
+		superMatcher = function( seed, context, xml, results, outermost ) {
+			var elem, j, matcher,
+				matchedCount = 0,
+				i = "0",
+				unmatched = seed && [],
+				setMatched = [],
+				contextBackup = outermostContext,
+
+				// We must always have either seed elements or outermost context
+				elems = seed || byElement && Expr.find[ "TAG" ]( "*", outermost ),
+
+				// Use integer dirruns iff this is the outermost matcher
+				dirrunsUnique = ( dirruns += contextBackup == null ? 1 : Math.random() || 0.1 ),
+				len = elems.length;
+
+			if ( outermost ) {
+
+				// Support: IE 11+, Edge 17 - 18+
+				// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+				// two documents; shallow comparisons work.
+				// eslint-disable-next-line eqeqeq
+				outermostContext = context == document || context || outermost;
+			}
+
+			// Add elements passing elementMatchers directly to results
+			// Support: IE<9, Safari
+			// Tolerate NodeList properties (IE: "length"; Safari: <number>) matching elements by id
+			for ( ; i !== len && ( elem = elems[ i ] ) != null; i++ ) {
+				if ( byElement && elem ) {
+					j = 0;
+
+					// Support: IE 11+, Edge 17 - 18+
+					// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+					// two documents; shallow comparisons work.
+					// eslint-disable-next-line eqeqeq
+					if ( !context && elem.ownerDocument != document ) {
+						setDocument( elem );
+						xml = !documentIsHTML;
+					}
+					while ( ( matcher = elementMatchers[ j++ ] ) ) {
+						if ( matcher( elem, context || document, xml ) ) {
+							results.push( elem );
+							break;
+						}
+					}
+					if ( outermost ) {
+						dirruns = dirrunsUnique;
+					}
+				}
+
+				// Track unmatched elements for set filters
+				if ( bySet ) {
+
+					// They will have gone through all possible matchers
+					if ( ( elem = !matcher && elem ) ) {
+						matchedCount--;
+					}
+
+					// Lengthen the array for every element, matched or not
+					if ( seed ) {
+						unmatched.push( elem );
+					}
+				}
+			}
+
+			// `i` is now the count of elements visited above, and adding it to `matchedCount`
+			// makes the latter nonnegative.
+			matchedCount += i;
+
+			// Apply set filters to unmatched elements
+			// NOTE: This can be skipped if there are no unmatched elements (i.e., `matchedCount`
+			// equals `i`), unless we didn't visit _any_ elements in the above loop because we have
+			// no element matchers and no seed.
+			// Incrementing an initially-string "0" `i` allows `i` to remain a string only in that
+			// case, which will result in a "00" `matchedCount` that differs from `i` but is also
+			// numerically zero.
+			if ( bySet && i !== matchedCount ) {
+				j = 0;
+				while ( ( matcher = setMatchers[ j++ ] ) ) {
+					matcher( unmatched, setMatched, context, xml );
+				}
+
+				if ( seed ) {
+
+					// Reintegrate element matches to eliminate the need for sorting
+					if ( matchedCount > 0 ) {
+						while ( i-- ) {
+							if ( !( unmatched[ i ] || setMatched[ i ] ) ) {
+								setMatched[ i ] = pop.call( results );
+							}
+						}
+					}
+
+					// Discard index placeholder values to get only actual matches
+					setMatched = condense( setMatched );
+				}
+
+				// Add matches to results
+				push.apply( results, setMatched );
+
+				// Seedless set matches succeeding multiple successful matchers stipulate sorting
+				if ( outermost && !seed && setMatched.length > 0 &&
+					( matchedCount + setMatchers.length ) > 1 ) {
+
+					Sizzle.uniqueSort( results );
+				}
+			}
+
+			// Override manipulation of globals by nested matchers
+			if ( outermost ) {
+				dirruns = dirrunsUnique;
+				outermostContext = contextBackup;
+			}
+
+			return unmatched;
+		};
+
+	return bySet ?
+		markFunction( superMatcher ) :
+		superMatcher;
+}
+
+compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) {
+	var i,
+		setMatchers = [],
+		elementMatchers = [],
+		cached = compilerCache[ selector + " " ];
+
+	if ( !cached ) {
+
+		// Generate a function of recursive functions that can be used to check each element
+		if ( !match ) {
+			match = tokenize( selector );
+		}
+		i = match.length;
+		while ( i-- ) {
+			cached = matcherFromTokens( match[ i ] );
+			if ( cached[ expando ] ) {
+				setMatchers.push( cached );
+			} else {
+				elementMatchers.push( cached );
+			}
+		}
+
+		// Cache the compiled function
+		cached = compilerCache(
+			selector,
+			matcherFromGroupMatchers( elementMatchers, setMatchers )
+		);
+
+		// Save selector and tokenization
+		cached.selector = selector;
+	}
+	return cached;
+};
+
+/**
+ * A low-level selection function that works with Sizzle's compiled
+ *  selector functions
+ * @param {String|Function} selector A selector or a pre-compiled
+ *  selector function built with Sizzle.compile
+ * @param {Element} context
+ * @param {Array} [results]
+ * @param {Array} [seed] A set of elements to match against
+ */
+select = Sizzle.select = function( selector, context, results, seed ) {
+	var i, tokens, token, type, find,
+		compiled = typeof selector === "function" && selector,
+		match = !seed && tokenize( ( selector = compiled.selector || selector ) );
+
+	results = results || [];
+
+	// Try to minimize operations if there is only one selector in the list and no seed
+	// (the latter of which guarantees us context)
+	if ( match.length === 1 ) {
+
+		// Reduce context if the leading compound selector is an ID
+		tokens = match[ 0 ] = match[ 0 ].slice( 0 );
+		if ( tokens.length > 2 && ( token = tokens[ 0 ] ).type === "ID" &&
+			context.nodeType === 9 && documentIsHTML && Expr.relative[ tokens[ 1 ].type ] ) {
+
+			context = ( Expr.find[ "ID" ]( token.matches[ 0 ]
+				.replace( runescape, funescape ), context ) || [] )[ 0 ];
+			if ( !context ) {
+				return results;
+
+			// Precompiled matchers will still verify ancestry, so step up a level
+			} else if ( compiled ) {
+				context = context.parentNode;
+			}
+
+			selector = selector.slice( tokens.shift().value.length );
+		}
+
+		// Fetch a seed set for right-to-left matching
+		i = matchExpr[ "needsContext" ].test( selector ) ? 0 : tokens.length;
+		while ( i-- ) {
+			token = tokens[ i ];
+
+			// Abort if we hit a combinator
+			if ( Expr.relative[ ( type = token.type ) ] ) {
+				break;
+			}
+			if ( ( find = Expr.find[ type ] ) ) {
+
+				// Search, expanding context for leading sibling combinators
+				if ( ( seed = find(
+					token.matches[ 0 ].replace( runescape, funescape ),
+					rsibling.test( tokens[ 0 ].type ) && testContext( context.parentNode ) ||
+						context
+				) ) ) {
+
+					// If seed is empty or no tokens remain, we can return early
+					tokens.splice( i, 1 );
+					selector = seed.length && toSelector( tokens );
+					if ( !selector ) {
+						push.apply( results, seed );
+						return results;
+					}
+
+					break;
+				}
+			}
+		}
+	}
+
+	// Compile and execute a filtering function if one is not provided
+	// Provide `match` to avoid retokenization if we modified the selector above
+	( compiled || compile( selector, match ) )(
+		seed,
+		context,
+		!documentIsHTML,
+		results,
+		!context || rsibling.test( selector ) && testContext( context.parentNode ) || context
+	);
+	return results;
+};
+
+// One-time assignments
+
+// Sort stability
+support.sortStable = expando.split( "" ).sort( sortOrder ).join( "" ) === expando;
+
+// Support: Chrome 14-35+
+// Always assume duplicates if they aren't passed to the comparison function
+support.detectDuplicates = !!hasDuplicate;
+
+// Initialize against the default document
+setDocument();
+
+// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27)
+// Detached nodes confoundingly follow *each other*
+support.sortDetached = assert( function( el ) {
+
+	// Should return 1, but returns 4 (following)
+	return el.compareDocumentPosition( document.createElement( "fieldset" ) ) & 1;
+} );
+
+// Support: IE<8
+// Prevent attribute/property "interpolation"
+// https://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx
+if ( !assert( function( el ) {
+	el.innerHTML = "<a href='#'></a>";
+	return el.firstChild.getAttribute( "href" ) === "#";
+} ) ) {
+	addHandle( "type|href|height|width", function( elem, name, isXML ) {
+		if ( !isXML ) {
+			return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 );
+		}
+	} );
+}
+
+// Support: IE<9
+// Use defaultValue in place of getAttribute("value")
+if ( !support.attributes || !assert( function( el ) {
+	el.innerHTML = "<input/>";
+	el.firstChild.setAttribute( "value", "" );
+	return el.firstChild.getAttribute( "value" ) === "";
+} ) ) {
+	addHandle( "value", function( elem, _name, isXML ) {
+		if ( !isXML && elem.nodeName.toLowerCase() === "input" ) {
+			return elem.defaultValue;
+		}
+	} );
+}
+
+// Support: IE<9
+// Use getAttributeNode to fetch booleans when getAttribute lies
+if ( !assert( function( el ) {
+	return el.getAttribute( "disabled" ) == null;
+} ) ) {
+	addHandle( booleans, function( elem, name, isXML ) {
+		var val;
+		if ( !isXML ) {
+			return elem[ name ] === true ? name.toLowerCase() :
+				( val = elem.getAttributeNode( name ) ) && val.specified ?
+					val.value :
+					null;
+		}
+	} );
+}
+
+return Sizzle;
+
+} )( window );
+
+
+
+jQuery.find = Sizzle;
+jQuery.expr = Sizzle.selectors;
+
+// Deprecated
+jQuery.expr[ ":" ] = jQuery.expr.pseudos;
+jQuery.uniqueSort = jQuery.unique = Sizzle.uniqueSort;
+jQuery.text = Sizzle.getText;
+jQuery.isXMLDoc = Sizzle.isXML;
+jQuery.contains = Sizzle.contains;
+jQuery.escapeSelector = Sizzle.escape;
+
+
+
+
+var dir = function( elem, dir, until ) {
+	var matched = [],
+		truncate = until !== undefined;
+
+	while ( ( elem = elem[ dir ] ) && elem.nodeType !== 9 ) {
+		if ( elem.nodeType === 1 ) {
+			if ( truncate && jQuery( elem ).is( until ) ) {
+				break;
+			}
+			matched.push( elem );
+		}
+	}
+	return matched;
+};
+
+
+var siblings = function( n, elem ) {
+	var matched = [];
+
+	for ( ; n; n = n.nextSibling ) {
+		if ( n.nodeType === 1 && n !== elem ) {
+			matched.push( n );
+		}
+	}
+
+	return matched;
+};
+
+
+var rneedsContext = jQuery.expr.match.needsContext;
+
+
+
+function nodeName( elem, name ) {
+
+  return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase();
+
+};
+var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i );
+
+
+
+// Implement the identical functionality for filter and not
+function winnow( elements, qualifier, not ) {
+	if ( isFunction( qualifier ) ) {
+		return jQuery.grep( elements, function( elem, i ) {
+			return !!qualifier.call( elem, i, elem ) !== not;
+		} );
+	}
+
+	// Single element
+	if ( qualifier.nodeType ) {
+		return jQuery.grep( elements, function( elem ) {
+			return ( elem === qualifier ) !== not;
+		} );
+	}
+
+	// Arraylike of elements (jQuery, arguments, Array)
+	if ( typeof qualifier !== "string" ) {
+		return jQuery.grep( elements, function( elem ) {
+			return ( indexOf.call( qualifier, elem ) > -1 ) !== not;
+		} );
+	}
+
+	// Filtered directly for both simple and complex selectors
+	return jQuery.filter( qualifier, elements, not );
+}
+
+jQuery.filter = function( expr, elems, not ) {
+	var elem = elems[ 0 ];
+
+	if ( not ) {
+		expr = ":not(" + expr + ")";
+	}
+
+	if ( elems.length === 1 && elem.nodeType === 1 ) {
+		return jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : [];
+	}
+
+	return jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) {
+		return elem.nodeType === 1;
+	} ) );
+};
+
+jQuery.fn.extend( {
+	find: function( selector ) {
+		var i, ret,
+			len = this.length,
+			self = this;
+
+		if ( typeof selector !== "string" ) {
+			return this.pushStack( jQuery( selector ).filter( function() {
+				for ( i = 0; i < len; i++ ) {
+					if ( jQuery.contains( self[ i ], this ) ) {
+						return true;
+					}
+				}
+			} ) );
+		}
+
+		ret = this.pushStack( [] );
+
+		for ( i = 0; i < len; i++ ) {
+			jQuery.find( selector, self[ i ], ret );
+		}
+
+		return len > 1 ? jQuery.uniqueSort( ret ) : ret;
+	},
+	filter: function( selector ) {
+		return this.pushStack( winnow( this, selector || [], false ) );
+	},
+	not: function( selector ) {
+		return this.pushStack( winnow( this, selector || [], true ) );
+	},
+	is: function( selector ) {
+		return !!winnow(
+			this,
+
+			// If this is a positional/relative selector, check membership in the returned set
+			// so $("p:first").is("p:last") won't return true for a doc with two "p".
+			typeof selector === "string" && rneedsContext.test( selector ) ?
+				jQuery( selector ) :
+				selector || [],
+			false
+		).length;
+	}
+} );
+
+
+// Initialize a jQuery object
+
+
+// A central reference to the root jQuery(document)
+var rootjQuery,
+
+	// A simple way to check for HTML strings
+	// Prioritize #id over <tag> to avoid XSS via location.hash (#9521)
+	// Strict HTML recognition (#11290: must start with <)
+	// Shortcut simple #id case for speed
+	rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/,
+
+	init = jQuery.fn.init = function( selector, context, root ) {
+		var match, elem;
+
+		// HANDLE: $(""), $(null), $(undefined), $(false)
+		if ( !selector ) {
+			return this;
+		}
+
+		// Method init() accepts an alternate rootjQuery
+		// so migrate can support jQuery.sub (gh-2101)
+		root = root || rootjQuery;
+
+		// Handle HTML strings
+		if ( typeof selector === "string" ) {
+			if ( selector[ 0 ] === "<" &&
+				selector[ selector.length - 1 ] === ">" &&
+				selector.length >= 3 ) {
+
+				// Assume that strings that start and end with <> are HTML and skip the regex check
+				match = [ null, selector, null ];
+
+			} else {
+				match = rquickExpr.exec( selector );
+			}
+
+			// Match html or make sure no context is specified for #id
+			if ( match && ( match[ 1 ] || !context ) ) {
+
+				// HANDLE: $(html) -> $(array)
+				if ( match[ 1 ] ) {
+					context = context instanceof jQuery ? context[ 0 ] : context;
+
+					// Option to run scripts is true for back-compat
+					// Intentionally let the error be thrown if parseHTML is not present
+					jQuery.merge( this, jQuery.parseHTML(
+						match[ 1 ],
+						context && context.nodeType ? context.ownerDocument || context : document,
+						true
+					) );
+
+					// HANDLE: $(html, props)
+					if ( rsingleTag.test( match[ 1 ] ) && jQuery.isPlainObject( context ) ) {
+						for ( match in context ) {
+
+							// Properties of context are called as methods if possible
+							if ( isFunction( this[ match ] ) ) {
+								this[ match ]( context[ match ] );
+
+							// ...and otherwise set as attributes
+							} else {
+								this.attr( match, context[ match ] );
+							}
+						}
+					}
+
+					return this;
+
+				// HANDLE: $(#id)
+				} else {
+					elem = document.getElementById( match[ 2 ] );
+
+					if ( elem ) {
+
+						// Inject the element directly into the jQuery object
+						this[ 0 ] = elem;
+						this.length = 1;
+					}
+					return this;
+				}
+
+			// HANDLE: $(expr, $(...))
+			} else if ( !context || context.jquery ) {
+				return ( context || root ).find( selector );
+
+			// HANDLE: $(expr, context)
+			// (which is just equivalent to: $(context).find(expr)
+			} else {
+				return this.constructor( context ).find( selector );
+			}
+
+		// HANDLE: $(DOMElement)
+		} else if ( selector.nodeType ) {
+			this[ 0 ] = selector;
+			this.length = 1;
+			return this;
+
+		// HANDLE: $(function)
+		// Shortcut for document ready
+		} else if ( isFunction( selector ) ) {
+			return root.ready !== undefined ?
+				root.ready( selector ) :
+
+				// Execute immediately if ready is not present
+				selector( jQuery );
+		}
+
+		return jQuery.makeArray( selector, this );
+	};
+
+// Give the init function the jQuery prototype for later instantiation
+init.prototype = jQuery.fn;
+
+// Initialize central reference
+rootjQuery = jQuery( document );
+
+
+var rparentsprev = /^(?:parents|prev(?:Until|All))/,
+
+	// Methods guaranteed to produce a unique set when starting from a unique set
+	guaranteedUnique = {
+		children: true,
+		contents: true,
+		next: true,
+		prev: true
+	};
+
+jQuery.fn.extend( {
+	has: function( target ) {
+		var targets = jQuery( target, this ),
+			l = targets.length;
+
+		return this.filter( function() {
+			var i = 0;
+			for ( ; i < l; i++ ) {
+				if ( jQuery.contains( this, targets[ i ] ) ) {
+					return true;
+				}
+			}
+		} );
+	},
+
+	closest: function( selectors, context ) {
+		var cur,
+			i = 0,
+			l = this.length,
+			matched = [],
+			targets = typeof selectors !== "string" && jQuery( selectors );
+
+		// Positional selectors never match, since there's no _selection_ context
+		if ( !rneedsContext.test( selectors ) ) {
+			for ( ; i < l; i++ ) {
+				for ( cur = this[ i ]; cur && cur !== context; cur = cur.parentNode ) {
+
+					// Always skip document fragments
+					if ( cur.nodeType < 11 && ( targets ?
+						targets.index( cur ) > -1 :
+
+						// Don't pass non-elements to Sizzle
+						cur.nodeType === 1 &&
+							jQuery.find.matchesSelector( cur, selectors ) ) ) {
+
+						matched.push( cur );
+						break;
+					}
+				}
+			}
+		}
+
+		return this.pushStack( matched.length > 1 ? jQuery.uniqueSort( matched ) : matched );
+	},
+
+	// Determine the position of an element within the set
+	index: function( elem ) {
+
+		// No argument, return index in parent
+		if ( !elem ) {
+			return ( this[ 0 ] && this[ 0 ].parentNode ) ? this.first().prevAll().length : -1;
+		}
+
+		// Index in selector
+		if ( typeof elem === "string" ) {
+			return indexOf.call( jQuery( elem ), this[ 0 ] );
+		}
+
+		// Locate the position of the desired element
+		return indexOf.call( this,
+
+			// If it receives a jQuery object, the first element is used
+			elem.jquery ? elem[ 0 ] : elem
+		);
+	},
+
+	add: function( selector, context ) {
+		return this.pushStack(
+			jQuery.uniqueSort(
+				jQuery.merge( this.get(), jQuery( selector, context ) )
+			)
+		);
+	},
+
+	addBack: function( selector ) {
+		return this.add( selector == null ?
+			this.prevObject : this.prevObject.filter( selector )
+		);
+	}
+} );
+
+function sibling( cur, dir ) {
+	while ( ( cur = cur[ dir ] ) && cur.nodeType !== 1 ) {}
+	return cur;
+}
+
+jQuery.each( {
+	parent: function( elem ) {
+		var parent = elem.parentNode;
+		return parent && parent.nodeType !== 11 ? parent : null;
+	},
+	parents: function( elem ) {
+		return dir( elem, "parentNode" );
+	},
+	parentsUntil: function( elem, _i, until ) {
+		return dir( elem, "parentNode", until );
+	},
+	next: function( elem ) {
+		return sibling( elem, "nextSibling" );
+	},
+	prev: function( elem ) {
+		return sibling( elem, "previousSibling" );
+	},
+	nextAll: function( elem ) {
+		return dir( elem, "nextSibling" );
+	},
+	prevAll: function( elem ) {
+		return dir( elem, "previousSibling" );
+	},
+	nextUntil: function( elem, _i, until ) {
+		return dir( elem, "nextSibling", until );
+	},
+	prevUntil: function( elem, _i, until ) {
+		return dir( elem, "previousSibling", until );
+	},
+	siblings: function( elem ) {
+		return siblings( ( elem.parentNode || {} ).firstChild, elem );
+	},
+	children: function( elem ) {
+		return siblings( elem.firstChild );
+	},
+	contents: function( elem ) {
+		if ( elem.contentDocument != null &&
+
+			// Support: IE 11+
+			// <object> elements with no `data` attribute has an object
+			// `contentDocument` with a `null` prototype.
+			getProto( elem.contentDocument ) ) {
+
+			return elem.contentDocument;
+		}
+
+		// Support: IE 9 - 11 only, iOS 7 only, Android Browser <=4.3 only
+		// Treat the template element as a regular one in browsers that
+		// don't support it.
+		if ( nodeName( elem, "template" ) ) {
+			elem = elem.content || elem;
+		}
+
+		return jQuery.merge( [], elem.childNodes );
+	}
+}, function( name, fn ) {
+	jQuery.fn[ name ] = function( until, selector ) {
+		var matched = jQuery.map( this, fn, until );
+
+		if ( name.slice( -5 ) !== "Until" ) {
+			selector = until;
+		}
+
+		if ( selector && typeof selector === "string" ) {
+			matched = jQuery.filter( selector, matched );
+		}
+
+		if ( this.length > 1 ) {
+
+			// Remove duplicates
+			if ( !guaranteedUnique[ name ] ) {
+				jQuery.uniqueSort( matched );
+			}
+
+			// Reverse order for parents* and prev-derivatives
+			if ( rparentsprev.test( name ) ) {
+				matched.reverse();
+			}
+		}
+
+		return this.pushStack( matched );
+	};
+} );
+var rnothtmlwhite = ( /[^\x20\t\r\n\f]+/g );
+
+
+
+// Convert String-formatted options into Object-formatted ones
+function createOptions( options ) {
+	var object = {};
+	jQuery.each( options.match( rnothtmlwhite ) || [], function( _, flag ) {
+		object[ flag ] = true;
+	} );
+	return object;
+}
+
+/*
+ * Create a callback list using the following parameters:
+ *
+ *	options: an optional list of space-separated options that will change how
+ *			the callback list behaves or a more traditional option object
+ *
+ * By default a callback list will act like an event callback list and can be
+ * "fired" multiple times.
+ *
+ * Possible options:
+ *
+ *	once:			will ensure the callback list can only be fired once (like a Deferred)
+ *
+ *	memory:			will keep track of previous values and will call any callback added
+ *					after the list has been fired right away with the latest "memorized"
+ *					values (like a Deferred)
+ *
+ *	unique:			will ensure a callback can only be added once (no duplicate in the list)
+ *
+ *	stopOnFalse:	interrupt callings when a callback returns false
+ *
+ */
+jQuery.Callbacks = function( options ) {
+
+	// Convert options from String-formatted to Object-formatted if needed
+	// (we check in cache first)
+	options = typeof options === "string" ?
+		createOptions( options ) :
+		jQuery.extend( {}, options );
+
+	var // Flag to know if list is currently firing
+		firing,
+
+		// Last fire value for non-forgettable lists
+		memory,
+
+		// Flag to know if list was already fired
+		fired,
+
+		// Flag to prevent firing
+		locked,
+
+		// Actual callback list
+		list = [],
+
+		// Queue of execution data for repeatable lists
+		queue = [],
+
+		// Index of currently firing callback (modified by add/remove as needed)
+		firingIndex = -1,
+
+		// Fire callbacks
+		fire = function() {
+
+			// Enforce single-firing
+			locked = locked || options.once;
+
+			// Execute callbacks for all pending executions,
+			// respecting firingIndex overrides and runtime changes
+			fired = firing = true;
+			for ( ; queue.length; firingIndex = -1 ) {
+				memory = queue.shift();
+				while ( ++firingIndex < list.length ) {
+
+					// Run callback and check for early termination
+					if ( list[ firingIndex ].apply( memory[ 0 ], memory[ 1 ] ) === false &&
+						options.stopOnFalse ) {
+
+						// Jump to end and forget the data so .add doesn't re-fire
+						firingIndex = list.length;
+						memory = false;
+					}
+				}
+			}
+
+			// Forget the data if we're done with it
+			if ( !options.memory ) {
+				memory = false;
+			}
+
+			firing = false;
+
+			// Clean up if we're done firing for good
+			if ( locked ) {
+
+				// Keep an empty list if we have data for future add calls
+				if ( memory ) {
+					list = [];
+
+				// Otherwise, this object is spent
+				} else {
+					list = "";
+				}
+			}
+		},
+
+		// Actual Callbacks object
+		self = {
+
+			// Add a callback or a collection of callbacks to the list
+			add: function() {
+				if ( list ) {
+
+					// If we have memory from a past run, we should fire after adding
+					if ( memory && !firing ) {
+						firingIndex = list.length - 1;
+						queue.push( memory );
+					}
+
+					( function add( args ) {
+						jQuery.each( args, function( _, arg ) {
+							if ( isFunction( arg ) ) {
+								if ( !options.unique || !self.has( arg ) ) {
+									list.push( arg );
+								}
+							} else if ( arg && arg.length && toType( arg ) !== "string" ) {
+
+								// Inspect recursively
+								add( arg );
+							}
+						} );
+					} )( arguments );
+
+					if ( memory && !firing ) {
+						fire();
+					}
+				}
+				return this;
+			},
+
+			// Remove a callback from the list
+			remove: function() {
+				jQuery.each( arguments, function( _, arg ) {
+					var index;
+					while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) {
+						list.splice( index, 1 );
+
+						// Handle firing indexes
+						if ( index <= firingIndex ) {
+							firingIndex--;
+						}
+					}
+				} );
+				return this;
+			},
+
+			// Check if a given callback is in the list.
+			// If no argument is given, return whether or not list has callbacks attached.
+			has: function( fn ) {
+				return fn ?
+					jQuery.inArray( fn, list ) > -1 :
+					list.length > 0;
+			},
+
+			// Remove all callbacks from the list
+			empty: function() {
+				if ( list ) {
+					list = [];
+				}
+				return this;
+			},
+
+			// Disable .fire and .add
+			// Abort any current/pending executions
+			// Clear all callbacks and values
+			disable: function() {
+				locked = queue = [];
+				list = memory = "";
+				return this;
+			},
+			disabled: function() {
+				return !list;
+			},
+
+			// Disable .fire
+			// Also disable .add unless we have memory (since it would have no effect)
+			// Abort any pending executions
+			lock: function() {
+				locked = queue = [];
+				if ( !memory && !firing ) {
+					list = memory = "";
+				}
+				return this;
+			},
+			locked: function() {
+				return !!locked;
+			},
+
+			// Call all callbacks with the given context and arguments
+			fireWith: function( context, args ) {
+				if ( !locked ) {
+					args = args || [];
+					args = [ context, args.slice ? args.slice() : args ];
+					queue.push( args );
+					if ( !firing ) {
+						fire();
+					}
+				}
+				return this;
+			},
+
+			// Call all the callbacks with the given arguments
+			fire: function() {
+				self.fireWith( this, arguments );
+				return this;
+			},
+
+			// To know if the callbacks have already been called at least once
+			fired: function() {
+				return !!fired;
+			}
+		};
+
+	return self;
+};
+
+
+function Identity( v ) {
+	return v;
+}
+function Thrower( ex ) {
+	throw ex;
+}
+
+function adoptValue( value, resolve, reject, noValue ) {
+	var method;
+
+	try {
+
+		// Check for promise aspect first to privilege synchronous behavior
+		if ( value && isFunction( ( method = value.promise ) ) ) {
+			method.call( value ).done( resolve ).fail( reject );
+
+		// Other thenables
+		} else if ( value && isFunction( ( method = value.then ) ) ) {
+			method.call( value, resolve, reject );
+
+		// Other non-thenables
+		} else {
+
+			// Control `resolve` arguments by letting Array#slice cast boolean `noValue` to integer:
+			// * false: [ value ].slice( 0 ) => resolve( value )
+			// * true: [ value ].slice( 1 ) => resolve()
+			resolve.apply( undefined, [ value ].slice( noValue ) );
+		}
+
+	// For Promises/A+, convert exceptions into rejections
+	// Since jQuery.when doesn't unwrap thenables, we can skip the extra checks appearing in
+	// Deferred#then to conditionally suppress rejection.
+	} catch ( value ) {
+
+		// Support: Android 4.0 only
+		// Strict mode functions invoked without .call/.apply get global-object context
+		reject.apply( undefined, [ value ] );
+	}
+}
+
+jQuery.extend( {
+
+	Deferred: function( func ) {
+		var tuples = [
+
+				// action, add listener, callbacks,
+				// ... .then handlers, argument index, [final state]
+				[ "notify", "progress", jQuery.Callbacks( "memory" ),
+					jQuery.Callbacks( "memory" ), 2 ],
+				[ "resolve", "done", jQuery.Callbacks( "once memory" ),
+					jQuery.Callbacks( "once memory" ), 0, "resolved" ],
+				[ "reject", "fail", jQuery.Callbacks( "once memory" ),
+					jQuery.Callbacks( "once memory" ), 1, "rejected" ]
+			],
+			state = "pending",
+			promise = {
+				state: function() {
+					return state;
+				},
+				always: function() {
+					deferred.done( arguments ).fail( arguments );
+					return this;
+				},
+				"catch": function( fn ) {
+					return promise.then( null, fn );
+				},
+
+				// Keep pipe for back-compat
+				pipe: function( /* fnDone, fnFail, fnProgress */ ) {
+					var fns = arguments;
+
+					return jQuery.Deferred( function( newDefer ) {
+						jQuery.each( tuples, function( _i, tuple ) {
+
+							// Map tuples (progress, done, fail) to arguments (done, fail, progress)
+							var fn = isFunction( fns[ tuple[ 4 ] ] ) && fns[ tuple[ 4 ] ];
+
+							// deferred.progress(function() { bind to newDefer or newDefer.notify })
+							// deferred.done(function() { bind to newDefer or newDefer.resolve })
+							// deferred.fail(function() { bind to newDefer or newDefer.reject })
+							deferred[ tuple[ 1 ] ]( function() {
+								var returned = fn && fn.apply( this, arguments );
+								if ( returned && isFunction( returned.promise ) ) {
+									returned.promise()
+										.progress( newDefer.notify )
+										.done( newDefer.resolve )
+										.fail( newDefer.reject );
+								} else {
+									newDefer[ tuple[ 0 ] + "With" ](
+										this,
+										fn ? [ returned ] : arguments
+									);
+								}
+							} );
+						} );
+						fns = null;
+					} ).promise();
+				},
+				then: function( onFulfilled, onRejected, onProgress ) {
+					var maxDepth = 0;
+					function resolve( depth, deferred, handler, special ) {
+						return function() {
+							var that = this,
+								args = arguments,
+								mightThrow = function() {
+									var returned, then;
+
+									// Support: Promises/A+ section 2.3.3.3.3
+									// https://promisesaplus.com/#point-59
+									// Ignore double-resolution attempts
+									if ( depth < maxDepth ) {
+										return;
+									}
+
+									returned = handler.apply( that, args );
+
+									// Support: Promises/A+ section 2.3.1
+									// https://promisesaplus.com/#point-48
+									if ( returned === deferred.promise() ) {
+										throw new TypeError( "Thenable self-resolution" );
+									}
+
+									// Support: Promises/A+ sections 2.3.3.1, 3.5
+									// https://promisesaplus.com/#point-54
+									// https://promisesaplus.com/#point-75
+									// Retrieve `then` only once
+									then = returned &&
+
+										// Support: Promises/A+ section 2.3.4
+										// https://promisesaplus.com/#point-64
+										// Only check objects and functions for thenability
+										( typeof returned === "object" ||
+											typeof returned === "function" ) &&
+										returned.then;
+
+									// Handle a returned thenable
+									if ( isFunction( then ) ) {
+
+										// Special processors (notify) just wait for resolution
+										if ( special ) {
+											then.call(
+												returned,
+												resolve( maxDepth, deferred, Identity, special ),
+												resolve( maxDepth, deferred, Thrower, special )
+											);
+
+										// Normal processors (resolve) also hook into progress
+										} else {
+
+											// ...and disregard older resolution values
+											maxDepth++;
+
+											then.call(
+												returned,
+												resolve( maxDepth, deferred, Identity, special ),
+												resolve( maxDepth, deferred, Thrower, special ),
+												resolve( maxDepth, deferred, Identity,
+													deferred.notifyWith )
+											);
+										}
+
+									// Handle all other returned values
+									} else {
+
+										// Only substitute handlers pass on context
+										// and multiple values (non-spec behavior)
+										if ( handler !== Identity ) {
+											that = undefined;
+											args = [ returned ];
+										}
+
+										// Process the value(s)
+										// Default process is resolve
+										( special || deferred.resolveWith )( that, args );
+									}
+								},
+
+								// Only normal processors (resolve) catch and reject exceptions
+								process = special ?
+									mightThrow :
+									function() {
+										try {
+											mightThrow();
+										} catch ( e ) {
+
+											if ( jQuery.Deferred.exceptionHook ) {
+												jQuery.Deferred.exceptionHook( e,
+													process.stackTrace );
+											}
+
+											// Support: Promises/A+ section 2.3.3.3.4.1
+											// https://promisesaplus.com/#point-61
+											// Ignore post-resolution exceptions
+											if ( depth + 1 >= maxDepth ) {
+
+												// Only substitute handlers pass on context
+												// and multiple values (non-spec behavior)
+												if ( handler !== Thrower ) {
+													that = undefined;
+													args = [ e ];
+												}
+
+												deferred.rejectWith( that, args );
+											}
+										}
+									};
+
+							// Support: Promises/A+ section 2.3.3.3.1
+							// https://promisesaplus.com/#point-57
+							// Re-resolve promises immediately to dodge false rejection from
+							// subsequent errors
+							if ( depth ) {
+								process();
+							} else {
+
+								// Call an optional hook to record the stack, in case of exception
+								// since it's otherwise lost when execution goes async
+								if ( jQuery.Deferred.getStackHook ) {
+									process.stackTrace = jQuery.Deferred.getStackHook();
+								}
+								window.setTimeout( process );
+							}
+						};
+					}
+
+					return jQuery.Deferred( function( newDefer ) {
+
+						// progress_handlers.add( ... )
+						tuples[ 0 ][ 3 ].add(
+							resolve(
+								0,
+								newDefer,
+								isFunction( onProgress ) ?
+									onProgress :
+									Identity,
+								newDefer.notifyWith
+							)
+						);
+
+						// fulfilled_handlers.add( ... )
+						tuples[ 1 ][ 3 ].add(
+							resolve(
+								0,
+								newDefer,
+								isFunction( onFulfilled ) ?
+									onFulfilled :
+									Identity
+							)
+						);
+
+						// rejected_handlers.add( ... )
+						tuples[ 2 ][ 3 ].add(
+							resolve(
+								0,
+								newDefer,
+								isFunction( onRejected ) ?
+									onRejected :
+									Thrower
+							)
+						);
+					} ).promise();
+				},
+
+				// Get a promise for this deferred
+				// If obj is provided, the promise aspect is added to the object
+				promise: function( obj ) {
+					return obj != null ? jQuery.extend( obj, promise ) : promise;
+				}
+			},
+			deferred = {};
+
+		// Add list-specific methods
+		jQuery.each( tuples, function( i, tuple ) {
+			var list = tuple[ 2 ],
+				stateString = tuple[ 5 ];
+
+			// promise.progress = list.add
+			// promise.done = list.add
+			// promise.fail = list.add
+			promise[ tuple[ 1 ] ] = list.add;
+
+			// Handle state
+			if ( stateString ) {
+				list.add(
+					function() {
+
+						// state = "resolved" (i.e., fulfilled)
+						// state = "rejected"
+						state = stateString;
+					},
+
+					// rejected_callbacks.disable
+					// fulfilled_callbacks.disable
+					tuples[ 3 - i ][ 2 ].disable,
+
+					// rejected_handlers.disable
+					// fulfilled_handlers.disable
+					tuples[ 3 - i ][ 3 ].disable,
+
+					// progress_callbacks.lock
+					tuples[ 0 ][ 2 ].lock,
+
+					// progress_handlers.lock
+					tuples[ 0 ][ 3 ].lock
+				);
+			}
+
+			// progress_handlers.fire
+			// fulfilled_handlers.fire
+			// rejected_handlers.fire
+			list.add( tuple[ 3 ].fire );
+
+			// deferred.notify = function() { deferred.notifyWith(...) }
+			// deferred.resolve = function() { deferred.resolveWith(...) }
+			// deferred.reject = function() { deferred.rejectWith(...) }
+			deferred[ tuple[ 0 ] ] = function() {
+				deferred[ tuple[ 0 ] + "With" ]( this === deferred ? undefined : this, arguments );
+				return this;
+			};
+
+			// deferred.notifyWith = list.fireWith
+			// deferred.resolveWith = list.fireWith
+			// deferred.rejectWith = list.fireWith
+			deferred[ tuple[ 0 ] + "With" ] = list.fireWith;
+		} );
+
+		// Make the deferred a promise
+		promise.promise( deferred );
+
+		// Call given func if any
+		if ( func ) {
+			func.call( deferred, deferred );
+		}
+
+		// All done!
+		return deferred;
+	},
+
+	// Deferred helper
+	when: function( singleValue ) {
+		var
+
+			// count of uncompleted subordinates
+			remaining = arguments.length,
+
+			// count of unprocessed arguments
+			i = remaining,
+
+			// subordinate fulfillment data
+			resolveContexts = Array( i ),
+			resolveValues = slice.call( arguments ),
+
+			// the master Deferred
+			master = jQuery.Deferred(),
+
+			// subordinate callback factory
+			updateFunc = function( i ) {
+				return function( value ) {
+					resolveContexts[ i ] = this;
+					resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value;
+					if ( !( --remaining ) ) {
+						master.resolveWith( resolveContexts, resolveValues );
+					}
+				};
+			};
+
+		// Single- and empty arguments are adopted like Promise.resolve
+		if ( remaining <= 1 ) {
+			adoptValue( singleValue, master.done( updateFunc( i ) ).resolve, master.reject,
+				!remaining );
+
+			// Use .then() to unwrap secondary thenables (cf. gh-3000)
+			if ( master.state() === "pending" ||
+				isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) {
+
+				return master.then();
+			}
+		}
+
+		// Multiple arguments are aggregated like Promise.all array elements
+		while ( i-- ) {
+			adoptValue( resolveValues[ i ], updateFunc( i ), master.reject );
+		}
+
+		return master.promise();
+	}
+} );
+
+
+// These usually indicate a programmer mistake during development,
+// warn about them ASAP rather than swallowing them by default.
+var rerrorNames = /^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;
+
+jQuery.Deferred.exceptionHook = function( error, stack ) {
+
+	// Support: IE 8 - 9 only
+	// Console exists when dev tools are open, which can happen at any time
+	if ( window.console && window.console.warn && error && rerrorNames.test( error.name ) ) {
+		window.console.warn( "jQuery.Deferred exception: " + error.message, error.stack, stack );
+	}
+};
+
+
+
+
+jQuery.readyException = function( error ) {
+	window.setTimeout( function() {
+		throw error;
+	} );
+};
+
+
+
+
+// The deferred used on DOM ready
+var readyList = jQuery.Deferred();
+
+jQuery.fn.ready = function( fn ) {
+
+	readyList
+		.then( fn )
+
+		// Wrap jQuery.readyException in a function so that the lookup
+		// happens at the time of error handling instead of callback
+		// registration.
+		.catch( function( error ) {
+			jQuery.readyException( error );
+		} );
+
+	return this;
+};
+
+jQuery.extend( {
+
+	// Is the DOM ready to be used? Set to true once it occurs.
+	isReady: false,
+
+	// A counter to track how many items to wait for before
+	// the ready event fires. See #6781
+	readyWait: 1,
+
+	// Handle when the DOM is ready
+	ready: function( wait ) {
+
+		// Abort if there are pending holds or we're already ready
+		if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) {
+			return;
+		}
+
+		// Remember that the DOM is ready
+		jQuery.isReady = true;
+
+		// If a normal DOM Ready event fired, decrement, and wait if need be
+		if ( wait !== true && --jQuery.readyWait > 0 ) {
+			return;
+		}
+
+		// If there are functions bound, to execute
+		readyList.resolveWith( document, [ jQuery ] );
+	}
+} );
+
+jQuery.ready.then = readyList.then;
+
+// The ready event handler and self cleanup method
+function completed() {
+	document.removeEventListener( "DOMContentLoaded", completed );
+	window.removeEventListener( "load", completed );
+	jQuery.ready();
+}
+
+// Catch cases where $(document).ready() is called
+// after the browser event has already occurred.
+// Support: IE <=9 - 10 only
+// Older IE sometimes signals "interactive" too soon
+if ( document.readyState === "complete" ||
+	( document.readyState !== "loading" && !document.documentElement.doScroll ) ) {
+
+	// Handle it asynchronously to allow scripts the opportunity to delay ready
+	window.setTimeout( jQuery.ready );
+
+} else {
+
+	// Use the handy event callback
+	document.addEventListener( "DOMContentLoaded", completed );
+
+	// A fallback to window.onload, that will always work
+	window.addEventListener( "load", completed );
+}
+
+
+
+
+// Multifunctional method to get and set values of a collection
+// The value/s can optionally be executed if it's a function
+var access = function( elems, fn, key, value, chainable, emptyGet, raw ) {
+	var i = 0,
+		len = elems.length,
+		bulk = key == null;
+
+	// Sets many values
+	if ( toType( key ) === "object" ) {
+		chainable = true;
+		for ( i in key ) {
+			access( elems, fn, i, key[ i ], true, emptyGet, raw );
+		}
+
+	// Sets one value
+	} else if ( value !== undefined ) {
+		chainable = true;
+
+		if ( !isFunction( value ) ) {
+			raw = true;
+		}
+
+		if ( bulk ) {
+
+			// Bulk operations run against the entire set
+			if ( raw ) {
+				fn.call( elems, value );
+				fn = null;
+
+			// ...except when executing function values
+			} else {
+				bulk = fn;
+				fn = function( elem, _key, value ) {
+					return bulk.call( jQuery( elem ), value );
+				};
+			}
+		}
+
+		if ( fn ) {
+			for ( ; i < len; i++ ) {
+				fn(
+					elems[ i ], key, raw ?
+					value :
+					value.call( elems[ i ], i, fn( elems[ i ], key ) )
+				);
+			}
+		}
+	}
+
+	if ( chainable ) {
+		return elems;
+	}
+
+	// Gets
+	if ( bulk ) {
+		return fn.call( elems );
+	}
+
+	return len ? fn( elems[ 0 ], key ) : emptyGet;
+};
+
+
+// Matches dashed string for camelizing
+var rmsPrefix = /^-ms-/,
+	rdashAlpha = /-([a-z])/g;
+
+// Used by camelCase as callback to replace()
+function fcamelCase( _all, letter ) {
+	return letter.toUpperCase();
+}
+
+// Convert dashed to camelCase; used by the css and data modules
+// Support: IE <=9 - 11, Edge 12 - 15
+// Microsoft forgot to hump their vendor prefix (#9572)
+function camelCase( string ) {
+	return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase );
+}
+var acceptData = function( owner ) {
+
+	// Accepts only:
+	//  - Node
+	//    - Node.ELEMENT_NODE
+	//    - Node.DOCUMENT_NODE
+	//  - Object
+	//    - Any
+	return owner.nodeType === 1 || owner.nodeType === 9 || !( +owner.nodeType );
+};
+
+
+
+
+function Data() {
+	this.expando = jQuery.expando + Data.uid++;
+}
+
+Data.uid = 1;
+
+Data.prototype = {
+
+	cache: function( owner ) {
+
+		// Check if the owner object already has a cache
+		var value = owner[ this.expando ];
+
+		// If not, create one
+		if ( !value ) {
+			value = {};
+
+			// We can accept data for non-element nodes in modern browsers,
+			// but we should not, see #8335.
+			// Always return an empty object.
+			if ( acceptData( owner ) ) {
+
+				// If it is a node unlikely to be stringify-ed or looped over
+				// use plain assignment
+				if ( owner.nodeType ) {
+					owner[ this.expando ] = value;
+
+				// Otherwise secure it in a non-enumerable property
+				// configurable must be true to allow the property to be
+				// deleted when data is removed
+				} else {
+					Object.defineProperty( owner, this.expando, {
+						value: value,
+						configurable: true
+					} );
+				}
+			}
+		}
+
+		return value;
+	},
+	set: function( owner, data, value ) {
+		var prop,
+			cache = this.cache( owner );
+
+		// Handle: [ owner, key, value ] args
+		// Always use camelCase key (gh-2257)
+		if ( typeof data === "string" ) {
+			cache[ camelCase( data ) ] = value;
+
+		// Handle: [ owner, { properties } ] args
+		} else {
+
+			// Copy the properties one-by-one to the cache object
+			for ( prop in data ) {
+				cache[ camelCase( prop ) ] = data[ prop ];
+			}
+		}
+		return cache;
+	},
+	get: function( owner, key ) {
+		return key === undefined ?
+			this.cache( owner ) :
+
+			// Always use camelCase key (gh-2257)
+			owner[ this.expando ] && owner[ this.expando ][ camelCase( key ) ];
+	},
+	access: function( owner, key, value ) {
+
+		// In cases where either:
+		//
+		//   1. No key was specified
+		//   2. A string key was specified, but no value provided
+		//
+		// Take the "read" path and allow the get method to determine
+		// which value to return, respectively either:
+		//
+		//   1. The entire cache object
+		//   2. The data stored at the key
+		//
+		if ( key === undefined ||
+				( ( key && typeof key === "string" ) && value === undefined ) ) {
+
+			return this.get( owner, key );
+		}
+
+		// When the key is not a string, or both a key and value
+		// are specified, set or extend (existing objects) with either:
+		//
+		//   1. An object of properties
+		//   2. A key and value
+		//
+		this.set( owner, key, value );
+
+		// Since the "set" path can have two possible entry points
+		// return the expected data based on which path was taken[*]
+		return value !== undefined ? value : key;
+	},
+	remove: function( owner, key ) {
+		var i,
+			cache = owner[ this.expando ];
+
+		if ( cache === undefined ) {
+			return;
+		}
+
+		if ( key !== undefined ) {
+
+			// Support array or space separated string of keys
+			if ( Array.isArray( key ) ) {
+
+				// If key is an array of keys...
+				// We always set camelCase keys, so remove that.
+				key = key.map( camelCase );
+			} else {
+				key = camelCase( key );
+
+				// If a key with the spaces exists, use it.
+				// Otherwise, create an array by matching non-whitespace
+				key = key in cache ?
+					[ key ] :
+					( key.match( rnothtmlwhite ) || [] );
+			}
+
+			i = key.length;
+
+			while ( i-- ) {
+				delete cache[ key[ i ] ];
+			}
+		}
+
+		// Remove the expando if there's no more data
+		if ( key === undefined || jQuery.isEmptyObject( cache ) ) {
+
+			// Support: Chrome <=35 - 45
+			// Webkit & Blink performance suffers when deleting properties
+			// from DOM nodes, so set to undefined instead
+			// https://bugs.chromium.org/p/chromium/issues/detail?id=378607 (bug restricted)
+			if ( owner.nodeType ) {
+				owner[ this.expando ] = undefined;
+			} else {
+				delete owner[ this.expando ];
+			}
+		}
+	},
+	hasData: function( owner ) {
+		var cache = owner[ this.expando ];
+		return cache !== undefined && !jQuery.isEmptyObject( cache );
+	}
+};
+var dataPriv = new Data();
+
+var dataUser = new Data();
+
+
+
+//	Implementation Summary
+//
+//	1. Enforce API surface and semantic compatibility with 1.9.x branch
+//	2. Improve the module's maintainability by reducing the storage
+//		paths to a single mechanism.
+//	3. Use the same single mechanism to support "private" and "user" data.
+//	4. _Never_ expose "private" data to user code (TODO: Drop _data, _removeData)
+//	5. Avoid exposing implementation details on user objects (eg. expando properties)
+//	6. Provide a clear path for implementation upgrade to WeakMap in 2014
+
+var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,
+	rmultiDash = /[A-Z]/g;
+
+function getData( data ) {
+	if ( data === "true" ) {
+		return true;
+	}
+
+	if ( data === "false" ) {
+		return false;
+	}
+
+	if ( data === "null" ) {
+		return null;
+	}
+
+	// Only convert to a number if it doesn't change the string
+	if ( data === +data + "" ) {
+		return +data;
+	}
+
+	if ( rbrace.test( data ) ) {
+		return JSON.parse( data );
+	}
+
+	return data;
+}
+
+function dataAttr( elem, key, data ) {
+	var name;
+
+	// If nothing was found internally, try to fetch any
+	// data from the HTML5 data-* attribute
+	if ( data === undefined && elem.nodeType === 1 ) {
+		name = "data-" + key.replace( rmultiDash, "-$&" ).toLowerCase();
+		data = elem.getAttribute( name );
+
+		if ( typeof data === "string" ) {
+			try {
+				data = getData( data );
+			} catch ( e ) {}
+
+			// Make sure we set the data so it isn't changed later
+			dataUser.set( elem, key, data );
+		} else {
+			data = undefined;
+		}
+	}
+	return data;
+}
+
+jQuery.extend( {
+	hasData: function( elem ) {
+		return dataUser.hasData( elem ) || dataPriv.hasData( elem );
+	},
+
+	data: function( elem, name, data ) {
+		return dataUser.access( elem, name, data );
+	},
+
+	removeData: function( elem, name ) {
+		dataUser.remove( elem, name );
+	},
+
+	// TODO: Now that all calls to _data and _removeData have been replaced
+	// with direct calls to dataPriv methods, these can be deprecated.
+	_data: function( elem, name, data ) {
+		return dataPriv.access( elem, name, data );
+	},
+
+	_removeData: function( elem, name ) {
+		dataPriv.remove( elem, name );
+	}
+} );
+
+jQuery.fn.extend( {
+	data: function( key, value ) {
+		var i, name, data,
+			elem = this[ 0 ],
+			attrs = elem && elem.attributes;
+
+		// Gets all values
+		if ( key === undefined ) {
+			if ( this.length ) {
+				data = dataUser.get( elem );
+
+				if ( elem.nodeType === 1 && !dataPriv.get( elem, "hasDataAttrs" ) ) {
+					i = attrs.length;
+					while ( i-- ) {
+
+						// Support: IE 11 only
+						// The attrs elements can be null (#14894)
+						if ( attrs[ i ] ) {
+							name = attrs[ i ].name;
+							if ( name.indexOf( "data-" ) === 0 ) {
+								name = camelCase( name.slice( 5 ) );
+								dataAttr( elem, name, data[ name ] );
+							}
+						}
+					}
+					dataPriv.set( elem, "hasDataAttrs", true );
+				}
+			}
+
+			return data;
+		}
+
+		// Sets multiple values
+		if ( typeof key === "object" ) {
+			return this.each( function() {
+				dataUser.set( this, key );
+			} );
+		}
+
+		return access( this, function( value ) {
+			var data;
+
+			// The calling jQuery object (element matches) is not empty
+			// (and therefore has an element appears at this[ 0 ]) and the
+			// `value` parameter was not undefined. An empty jQuery object
+			// will result in `undefined` for elem = this[ 0 ] which will
+			// throw an exception if an attempt to read a data cache is made.
+			if ( elem && value === undefined ) {
+
+				// Attempt to get data from the cache
+				// The key will always be camelCased in Data
+				data = dataUser.get( elem, key );
+				if ( data !== undefined ) {
+					return data;
+				}
+
+				// Attempt to "discover" the data in
+				// HTML5 custom data-* attrs
+				data = dataAttr( elem, key );
+				if ( data !== undefined ) {
+					return data;
+				}
+
+				// We tried really hard, but the data doesn't exist.
+				return;
+			}
+
+			// Set the data...
+			this.each( function() {
+
+				// We always store the camelCased key
+				dataUser.set( this, key, value );
+			} );
+		}, null, value, arguments.length > 1, null, true );
+	},
+
+	removeData: function( key ) {
+		return this.each( function() {
+			dataUser.remove( this, key );
+		} );
+	}
+} );
+
+
+jQuery.extend( {
+	queue: function( elem, type, data ) {
+		var queue;
+
+		if ( elem ) {
+			type = ( type || "fx" ) + "queue";
+			queue = dataPriv.get( elem, type );
+
+			// Speed up dequeue by getting out quickly if this is just a lookup
+			if ( data ) {
+				if ( !queue || Array.isArray( data ) ) {
+					queue = dataPriv.access( elem, type, jQuery.makeArray( data ) );
+				} else {
+					queue.push( data );
+				}
+			}
+			return queue || [];
+		}
+	},
+
+	dequeue: function( elem, type ) {
+		type = type || "fx";
+
+		var queue = jQuery.queue( elem, type ),
+			startLength = queue.length,
+			fn = queue.shift(),
+			hooks = jQuery._queueHooks( elem, type ),
+			next = function() {
+				jQuery.dequeue( elem, type );
+			};
+
+		// If the fx queue is dequeued, always remove the progress sentinel
+		if ( fn === "inprogress" ) {
+			fn = queue.shift();
+			startLength--;
+		}
+
+		if ( fn ) {
+
+			// Add a progress sentinel to prevent the fx queue from being
+			// automatically dequeued
+			if ( type === "fx" ) {
+				queue.unshift( "inprogress" );
+			}
+
+			// Clear up the last queue stop function
+			delete hooks.stop;
+			fn.call( elem, next, hooks );
+		}
+
+		if ( !startLength && hooks ) {
+			hooks.empty.fire();
+		}
+	},
+
+	// Not public - generate a queueHooks object, or return the current one
+	_queueHooks: function( elem, type ) {
+		var key = type + "queueHooks";
+		return dataPriv.get( elem, key ) || dataPriv.access( elem, key, {
+			empty: jQuery.Callbacks( "once memory" ).add( function() {
+				dataPriv.remove( elem, [ type + "queue", key ] );
+			} )
+		} );
+	}
+} );
+
+jQuery.fn.extend( {
+	queue: function( type, data ) {
+		var setter = 2;
+
+		if ( typeof type !== "string" ) {
+			data = type;
+			type = "fx";
+			setter--;
+		}
+
+		if ( arguments.length < setter ) {
+			return jQuery.queue( this[ 0 ], type );
+		}
+
+		return data === undefined ?
+			this :
+			this.each( function() {
+				var queue = jQuery.queue( this, type, data );
+
+				// Ensure a hooks for this queue
+				jQuery._queueHooks( this, type );
+
+				if ( type === "fx" && queue[ 0 ] !== "inprogress" ) {
+					jQuery.dequeue( this, type );
+				}
+			} );
+	},
+	dequeue: function( type ) {
+		return this.each( function() {
+			jQuery.dequeue( this, type );
+		} );
+	},
+	clearQueue: function( type ) {
+		return this.queue( type || "fx", [] );
+	},
+
+	// Get a promise resolved when queues of a certain type
+	// are emptied (fx is the type by default)
+	promise: function( type, obj ) {
+		var tmp,
+			count = 1,
+			defer = jQuery.Deferred(),
+			elements = this,
+			i = this.length,
+			resolve = function() {
+				if ( !( --count ) ) {
+					defer.resolveWith( elements, [ elements ] );
+				}
+			};
+
+		if ( typeof type !== "string" ) {
+			obj = type;
+			type = undefined;
+		}
+		type = type || "fx";
+
+		while ( i-- ) {
+			tmp = dataPriv.get( elements[ i ], type + "queueHooks" );
+			if ( tmp && tmp.empty ) {
+				count++;
+				tmp.empty.add( resolve );
+			}
+		}
+		resolve();
+		return defer.promise( obj );
+	}
+} );
+var pnum = ( /[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/ ).source;
+
+var rcssNum = new RegExp( "^(?:([+-])=|)(" + pnum + ")([a-z%]*)$", "i" );
+
+
+var cssExpand = [ "Top", "Right", "Bottom", "Left" ];
+
+var documentElement = document.documentElement;
+
+
+
+	var isAttached = function( elem ) {
+			return jQuery.contains( elem.ownerDocument, elem );
+		},
+		composed = { composed: true };
+
+	// Support: IE 9 - 11+, Edge 12 - 18+, iOS 10.0 - 10.2 only
+	// Check attachment across shadow DOM boundaries when possible (gh-3504)
+	// Support: iOS 10.0-10.2 only
+	// Early iOS 10 versions support `attachShadow` but not `getRootNode`,
+	// leading to errors. We need to check for `getRootNode`.
+	if ( documentElement.getRootNode ) {
+		isAttached = function( elem ) {
+			return jQuery.contains( elem.ownerDocument, elem ) ||
+				elem.getRootNode( composed ) === elem.ownerDocument;
+		};
+	}
+var isHiddenWithinTree = function( elem, el ) {
+
+		// isHiddenWithinTree might be called from jQuery#filter function;
+		// in that case, element will be second argument
+		elem = el || elem;
+
+		// Inline style trumps all
+		return elem.style.display === "none" ||
+			elem.style.display === "" &&
+
+			// Otherwise, check computed style
+			// Support: Firefox <=43 - 45
+			// Disconnected elements can have computed display: none, so first confirm that elem is
+			// in the document.
+			isAttached( elem ) &&
+
+			jQuery.css( elem, "display" ) === "none";
+	};
+
+
+
+function adjustCSS( elem, prop, valueParts, tween ) {
+	var adjusted, scale,
+		maxIterations = 20,
+		currentValue = tween ?
+			function() {
+				return tween.cur();
+			} :
+			function() {
+				return jQuery.css( elem, prop, "" );
+			},
+		initial = currentValue(),
+		unit = valueParts && valueParts[ 3 ] || ( jQuery.cssNumber[ prop ] ? "" : "px" ),
+
+		// Starting value computation is required for potential unit mismatches
+		initialInUnit = elem.nodeType &&
+			( jQuery.cssNumber[ prop ] || unit !== "px" && +initial ) &&
+			rcssNum.exec( jQuery.css( elem, prop ) );
+
+	if ( initialInUnit && initialInUnit[ 3 ] !== unit ) {
+
+		// Support: Firefox <=54
+		// Halve the iteration target value to prevent interference from CSS upper bounds (gh-2144)
+		initial = initial / 2;
+
+		// Trust units reported by jQuery.css
+		unit = unit || initialInUnit[ 3 ];
+
+		// Iteratively approximate from a nonzero starting point
+		initialInUnit = +initial || 1;
+
+		while ( maxIterations-- ) {
+
+			// Evaluate and update our best guess (doubling guesses that zero out).
+			// Finish if the scale equals or crosses 1 (making the old*new product non-positive).
+			jQuery.style( elem, prop, initialInUnit + unit );
+			if ( ( 1 - scale ) * ( 1 - ( scale = currentValue() / initial || 0.5 ) ) <= 0 ) {
+				maxIterations = 0;
+			}
+			initialInUnit = initialInUnit / scale;
+
+		}
+
+		initialInUnit = initialInUnit * 2;
+		jQuery.style( elem, prop, initialInUnit + unit );
+
+		// Make sure we update the tween properties later on
+		valueParts = valueParts || [];
+	}
+
+	if ( valueParts ) {
+		initialInUnit = +initialInUnit || +initial || 0;
+
+		// Apply relative offset (+=/-=) if specified
+		adjusted = valueParts[ 1 ] ?
+			initialInUnit + ( valueParts[ 1 ] + 1 ) * valueParts[ 2 ] :
+			+valueParts[ 2 ];
+		if ( tween ) {
+			tween.unit = unit;
+			tween.start = initialInUnit;
+			tween.end = adjusted;
+		}
+	}
+	return adjusted;
+}
+
+
+var defaultDisplayMap = {};
+
+function getDefaultDisplay( elem ) {
+	var temp,
+		doc = elem.ownerDocument,
+		nodeName = elem.nodeName,
+		display = defaultDisplayMap[ nodeName ];
+
+	if ( display ) {
+		return display;
+	}
+
+	temp = doc.body.appendChild( doc.createElement( nodeName ) );
+	display = jQuery.css( temp, "display" );
+
+	temp.parentNode.removeChild( temp );
+
+	if ( display === "none" ) {
+		display = "block";
+	}
+	defaultDisplayMap[ nodeName ] = display;
+
+	return display;
+}
+
+function showHide( elements, show ) {
+	var display, elem,
+		values = [],
+		index = 0,
+		length = elements.length;
+
+	// Determine new display value for elements that need to change
+	for ( ; index < length; index++ ) {
+		elem = elements[ index ];
+		if ( !elem.style ) {
+			continue;
+		}
+
+		display = elem.style.display;
+		if ( show ) {
+
+			// Since we force visibility upon cascade-hidden elements, an immediate (and slow)
+			// check is required in this first loop unless we have a nonempty display value (either
+			// inline or about-to-be-restored)
+			if ( display === "none" ) {
+				values[ index ] = dataPriv.get( elem, "display" ) || null;
+				if ( !values[ index ] ) {
+					elem.style.display = "";
+				}
+			}
+			if ( elem.style.display === "" && isHiddenWithinTree( elem ) ) {
+				values[ index ] = getDefaultDisplay( elem );
+			}
+		} else {
+			if ( display !== "none" ) {
+				values[ index ] = "none";
+
+				// Remember what we're overwriting
+				dataPriv.set( elem, "display", display );
+			}
+		}
+	}
+
+	// Set the display of the elements in a second loop to avoid constant reflow
+	for ( index = 0; index < length; index++ ) {
+		if ( values[ index ] != null ) {
+			elements[ index ].style.display = values[ index ];
+		}
+	}
+
+	return elements;
+}
+
+jQuery.fn.extend( {
+	show: function() {
+		return showHide( this, true );
+	},
+	hide: function() {
+		return showHide( this );
+	},
+	toggle: function( state ) {
+		if ( typeof state === "boolean" ) {
+			return state ? this.show() : this.hide();
+		}
+
+		return this.each( function() {
+			if ( isHiddenWithinTree( this ) ) {
+				jQuery( this ).show();
+			} else {
+				jQuery( this ).hide();
+			}
+		} );
+	}
+} );
+var rcheckableType = ( /^(?:checkbox|radio)$/i );
+
+var rtagName = ( /<([a-z][^\/\0>\x20\t\r\n\f]*)/i );
+
+var rscriptType = ( /^$|^module$|\/(?:java|ecma)script/i );
+
+
+
+( function() {
+	var fragment = document.createDocumentFragment(),
+		div = fragment.appendChild( document.createElement( "div" ) ),
+		input = document.createElement( "input" );
+
+	// Support: Android 4.0 - 4.3 only
+	// Check state lost if the name is set (#11217)
+	// Support: Windows Web Apps (WWA)
+	// `name` and `type` must use .setAttribute for WWA (#14901)
+	input.setAttribute( "type", "radio" );
+	input.setAttribute( "checked", "checked" );
+	input.setAttribute( "name", "t" );
+
+	div.appendChild( input );
+
+	// Support: Android <=4.1 only
+	// Older WebKit doesn't clone checked state correctly in fragments
+	support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked;
+
+	// Support: IE <=11 only
+	// Make sure textarea (and checkbox) defaultValue is properly cloned
+	div.innerHTML = "<textarea>x</textarea>";
+	support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue;
+
+	// Support: IE <=9 only
+	// IE <=9 replaces <option> tags with their contents when inserted outside of
+	// the select element.
+	div.innerHTML = "<option></option>";
+	support.option = !!div.lastChild;
+} )();
+
+
+// We have to close these tags to support XHTML (#13200)
+var wrapMap = {
+
+	// XHTML parsers do not magically insert elements in the
+	// same way that tag soup parsers do. So we cannot shorten
+	// this by omitting <tbody> or other required elements.
+	thead: [ 1, "<table>", "</table>" ],
+	col: [ 2, "<table><colgroup>", "</colgroup></table>" ],
+	tr: [ 2, "<table><tbody>", "</tbody></table>" ],
+	td: [ 3, "<table><tbody><tr>", "</tr></tbody></table>" ],
+
+	_default: [ 0, "", "" ]
+};
+
+wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead;
+wrapMap.th = wrapMap.td;
+
+// Support: IE <=9 only
+if ( !support.option ) {
+	wrapMap.optgroup = wrapMap.option = [ 1, "<select multiple='multiple'>", "</select>" ];
+}
+
+
+function getAll( context, tag ) {
+
+	// Support: IE <=9 - 11 only
+	// Use typeof to avoid zero-argument method invocation on host objects (#15151)
+	var ret;
+
+	if ( typeof context.getElementsByTagName !== "undefined" ) {
+		ret = context.getElementsByTagName( tag || "*" );
+
+	} else if ( typeof context.querySelectorAll !== "undefined" ) {
+		ret = context.querySelectorAll( tag || "*" );
+
+	} else {
+		ret = [];
+	}
+
+	if ( tag === undefined || tag && nodeName( context, tag ) ) {
+		return jQuery.merge( [ context ], ret );
+	}
+
+	return ret;
+}
+
+
+// Mark scripts as having already been evaluated
+function setGlobalEval( elems, refElements ) {
+	var i = 0,
+		l = elems.length;
+
+	for ( ; i < l; i++ ) {
+		dataPriv.set(
+			elems[ i ],
+			"globalEval",
+			!refElements || dataPriv.get( refElements[ i ], "globalEval" )
+		);
+	}
+}
+
+
+var rhtml = /<|&#?\w+;/;
+
+function buildFragment( elems, context, scripts, selection, ignored ) {
+	var elem, tmp, tag, wrap, attached, j,
+		fragment = context.createDocumentFragment(),
+		nodes = [],
+		i = 0,
+		l = elems.length;
+
+	for ( ; i < l; i++ ) {
+		elem = elems[ i ];
+
+		if ( elem || elem === 0 ) {
+
+			// Add nodes directly
+			if ( toType( elem ) === "object" ) {
+
+				// Support: Android <=4.0 only, PhantomJS 1 only
+				// push.apply(_, arraylike) throws on ancient WebKit
+				jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem );
+
+			// Convert non-html into a text node
+			} else if ( !rhtml.test( elem ) ) {
+				nodes.push( context.createTextNode( elem ) );
+
+			// Convert html into DOM nodes
+			} else {
+				tmp = tmp || fragment.appendChild( context.createElement( "div" ) );
+
+				// Deserialize a standard representation
+				tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase();
+				wrap = wrapMap[ tag ] || wrapMap._default;
+				tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ];
+
+				// Descend through wrappers to the right content
+				j = wrap[ 0 ];
+				while ( j-- ) {
+					tmp = tmp.lastChild;
+				}
+
+				// Support: Android <=4.0 only, PhantomJS 1 only
+				// push.apply(_, arraylike) throws on ancient WebKit
+				jQuery.merge( nodes, tmp.childNodes );
+
+				// Remember the top-level container
+				tmp = fragment.firstChild;
+
+				// Ensure the created nodes are orphaned (#12392)
+				tmp.textContent = "";
+			}
+		}
+	}
+
+	// Remove wrapper from fragment
+	fragment.textContent = "";
+
+	i = 0;
+	while ( ( elem = nodes[ i++ ] ) ) {
+
+		// Skip elements already in the context collection (trac-4087)
+		if ( selection && jQuery.inArray( elem, selection ) > -1 ) {
+			if ( ignored ) {
+				ignored.push( elem );
+			}
+			continue;
+		}
+
+		attached = isAttached( elem );
+
+		// Append to fragment
+		tmp = getAll( fragment.appendChild( elem ), "script" );
+
+		// Preserve script evaluation history
+		if ( attached ) {
+			setGlobalEval( tmp );
+		}
+
+		// Capture executables
+		if ( scripts ) {
+			j = 0;
+			while ( ( elem = tmp[ j++ ] ) ) {
+				if ( rscriptType.test( elem.type || "" ) ) {
+					scripts.push( elem );
+				}
+			}
+		}
+	}
+
+	return fragment;
+}
+
+
+var
+	rkeyEvent = /^key/,
+	rmouseEvent = /^(?:mouse|pointer|contextmenu|drag|drop)|click/,
+	rtypenamespace = /^([^.]*)(?:\.(.+)|)/;
+
+function returnTrue() {
+	return true;
+}
+
+function returnFalse() {
+	return false;
+}
+
+// Support: IE <=9 - 11+
+// focus() and blur() are asynchronous, except when they are no-op.
+// So expect focus to be synchronous when the element is already active,
+// and blur to be synchronous when the element is not already active.
+// (focus and blur are always synchronous in other supported browsers,
+// this just defines when we can count on it).
+function expectSync( elem, type ) {
+	return ( elem === safeActiveElement() ) === ( type === "focus" );
+}
+
+// Support: IE <=9 only
+// Accessing document.activeElement can throw unexpectedly
+// https://bugs.jquery.com/ticket/13393
+function safeActiveElement() {
+	try {
+		return document.activeElement;
+	} catch ( err ) { }
+}
+
+function on( elem, types, selector, data, fn, one ) {
+	var origFn, type;
+
+	// Types can be a map of types/handlers
+	if ( typeof types === "object" ) {
+
+		// ( types-Object, selector, data )
+		if ( typeof selector !== "string" ) {
+
+			// ( types-Object, data )
+			data = data || selector;
+			selector = undefined;
+		}
+		for ( type in types ) {
+			on( elem, type, selector, data, types[ type ], one );
+		}
+		return elem;
+	}
+
+	if ( data == null && fn == null ) {
+
+		// ( types, fn )
+		fn = selector;
+		data = selector = undefined;
+	} else if ( fn == null ) {
+		if ( typeof selector === "string" ) {
+
+			// ( types, selector, fn )
+			fn = data;
+			data = undefined;
+		} else {
+
+			// ( types, data, fn )
+			fn = data;
+			data = selector;
+			selector = undefined;
+		}
+	}
+	if ( fn === false ) {
+		fn = returnFalse;
+	} else if ( !fn ) {
+		return elem;
+	}
+
+	if ( one === 1 ) {
+		origFn = fn;
+		fn = function( event ) {
+
+			// Can use an empty set, since event contains the info
+			jQuery().off( event );
+			return origFn.apply( this, arguments );
+		};
+
+		// Use same guid so caller can remove using origFn
+		fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ );
+	}
+	return elem.each( function() {
+		jQuery.event.add( this, types, fn, data, selector );
+	} );
+}
+
+/*
+ * Helper functions for managing events -- not part of the public interface.
+ * Props to Dean Edwards' addEvent library for many of the ideas.
+ */
+jQuery.event = {
+
+	global: {},
+
+	add: function( elem, types, handler, data, selector ) {
+
+		var handleObjIn, eventHandle, tmp,
+			events, t, handleObj,
+			special, handlers, type, namespaces, origType,
+			elemData = dataPriv.get( elem );
+
+		// Only attach events to objects that accept data
+		if ( !acceptData( elem ) ) {
+			return;
+		}
+
+		// Caller can pass in an object of custom data in lieu of the handler
+		if ( handler.handler ) {
+			handleObjIn = handler;
+			handler = handleObjIn.handler;
+			selector = handleObjIn.selector;
+		}
+
+		// Ensure that invalid selectors throw exceptions at attach time
+		// Evaluate against documentElement in case elem is a non-element node (e.g., document)
+		if ( selector ) {
+			jQuery.find.matchesSelector( documentElement, selector );
+		}
+
+		// Make sure that the handler has a unique ID, used to find/remove it later
+		if ( !handler.guid ) {
+			handler.guid = jQuery.guid++;
+		}
+
+		// Init the element's event structure and main handler, if this is the first
+		if ( !( events = elemData.events ) ) {
+			events = elemData.events = Object.create( null );
+		}
+		if ( !( eventHandle = elemData.handle ) ) {
+			eventHandle = elemData.handle = function( e ) {
+
+				// Discard the second event of a jQuery.event.trigger() and
+				// when an event is called after a page has unloaded
+				return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ?
+					jQuery.event.dispatch.apply( elem, arguments ) : undefined;
+			};
+		}
+
+		// Handle multiple events separated by a space
+		types = ( types || "" ).match( rnothtmlwhite ) || [ "" ];
+		t = types.length;
+		while ( t-- ) {
+			tmp = rtypenamespace.exec( types[ t ] ) || [];
+			type = origType = tmp[ 1 ];
+			namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort();
+
+			// There *must* be a type, no attaching namespace-only handlers
+			if ( !type ) {
+				continue;
+			}
+
+			// If event changes its type, use the special event handlers for the changed type
+			special = jQuery.event.special[ type ] || {};
+
+			// If selector defined, determine special event api type, otherwise given type
+			type = ( selector ? special.delegateType : special.bindType ) || type;
+
+			// Update special based on newly reset type
+			special = jQuery.event.special[ type ] || {};
+
+			// handleObj is passed to all event handlers
+			handleObj = jQuery.extend( {
+				type: type,
+				origType: origType,
+				data: data,
+				handler: handler,
+				guid: handler.guid,
+				selector: selector,
+				needsContext: selector && jQuery.expr.match.needsContext.test( selector ),
+				namespace: namespaces.join( "." )
+			}, handleObjIn );
+
+			// Init the event handler queue if we're the first
+			if ( !( handlers = events[ type ] ) ) {
+				handlers = events[ type ] = [];
+				handlers.delegateCount = 0;
+
+				// Only use addEventListener if the special events handler returns false
+				if ( !special.setup ||
+					special.setup.call( elem, data, namespaces, eventHandle ) === false ) {
+
+					if ( elem.addEventListener ) {
+						elem.addEventListener( type, eventHandle );
+					}
+				}
+			}
+
+			if ( special.add ) {
+				special.add.call( elem, handleObj );
+
+				if ( !handleObj.handler.guid ) {
+					handleObj.handler.guid = handler.guid;
+				}
+			}
+
+			// Add to the element's handler list, delegates in front
+			if ( selector ) {
+				handlers.splice( handlers.delegateCount++, 0, handleObj );
+			} else {
+				handlers.push( handleObj );
+			}
+
+			// Keep track of which events have ever been used, for event optimization
+			jQuery.event.global[ type ] = true;
+		}
+
+	},
+
+	// Detach an event or set of events from an element
+	remove: function( elem, types, handler, selector, mappedTypes ) {
+
+		var j, origCount, tmp,
+			events, t, handleObj,
+			special, handlers, type, namespaces, origType,
+			elemData = dataPriv.hasData( elem ) && dataPriv.get( elem );
+
+		if ( !elemData || !( events = elemData.events ) ) {
+			return;
+		}
+
+		// Once for each type.namespace in types; type may be omitted
+		types = ( types || "" ).match( rnothtmlwhite ) || [ "" ];
+		t = types.length;
+		while ( t-- ) {
+			tmp = rtypenamespace.exec( types[ t ] ) || [];
+			type = origType = tmp[ 1 ];
+			namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort();
+
+			// Unbind all events (on this namespace, if provided) for the element
+			if ( !type ) {
+				for ( type in events ) {
+					jQuery.event.remove( elem, type + types[ t ], handler, selector, true );
+				}
+				continue;
+			}
+
+			special = jQuery.event.special[ type ] || {};
+			type = ( selector ? special.delegateType : special.bindType ) || type;
+			handlers = events[ type ] || [];
+			tmp = tmp[ 2 ] &&
+				new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" );
+
+			// Remove matching events
+			origCount = j = handlers.length;
+			while ( j-- ) {
+				handleObj = handlers[ j ];
+
+				if ( ( mappedTypes || origType === handleObj.origType ) &&
+					( !handler || handler.guid === handleObj.guid ) &&
+					( !tmp || tmp.test( handleObj.namespace ) ) &&
+					( !selector || selector === handleObj.selector ||
+						selector === "**" && handleObj.selector ) ) {
+					handlers.splice( j, 1 );
+
+					if ( handleObj.selector ) {
+						handlers.delegateCount--;
+					}
+					if ( special.remove ) {
+						special.remove.call( elem, handleObj );
+					}
+				}
+			}
+
+			// Remove generic event handler if we removed something and no more handlers exist
+			// (avoids potential for endless recursion during removal of special event handlers)
+			if ( origCount && !handlers.length ) {
+				if ( !special.teardown ||
+					special.teardown.call( elem, namespaces, elemData.handle ) === false ) {
+
+					jQuery.removeEvent( elem, type, elemData.handle );
+				}
+
+				delete events[ type ];
+			}
+		}
+
+		// Remove data and the expando if it's no longer used
+		if ( jQuery.isEmptyObject( events ) ) {
+			dataPriv.remove( elem, "handle events" );
+		}
+	},
+
+	dispatch: function( nativeEvent ) {
+
+		var i, j, ret, matched, handleObj, handlerQueue,
+			args = new Array( arguments.length ),
+
+			// Make a writable jQuery.Event from the native event object
+			event = jQuery.event.fix( nativeEvent ),
+
+			handlers = (
+					dataPriv.get( this, "events" ) || Object.create( null )
+				)[ event.type ] || [],
+			special = jQuery.event.special[ event.type ] || {};
+
+		// Use the fix-ed jQuery.Event rather than the (read-only) native event
+		args[ 0 ] = event;
+
+		for ( i = 1; i < arguments.length; i++ ) {
+			args[ i ] = arguments[ i ];
+		}
+
+		event.delegateTarget = this;
+
+		// Call the preDispatch hook for the mapped type, and let it bail if desired
+		if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) {
+			return;
+		}
+
+		// Determine handlers
+		handlerQueue = jQuery.event.handlers.call( this, event, handlers );
+
+		// Run delegates first; they may want to stop propagation beneath us
+		i = 0;
+		while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) {
+			event.currentTarget = matched.elem;
+
+			j = 0;
+			while ( ( handleObj = matched.handlers[ j++ ] ) &&
+				!event.isImmediatePropagationStopped() ) {
+
+				// If the event is namespaced, then each handler is only invoked if it is
+				// specially universal or its namespaces are a superset of the event's.
+				if ( !event.rnamespace || handleObj.namespace === false ||
+					event.rnamespace.test( handleObj.namespace ) ) {
+
+					event.handleObj = handleObj;
+					event.data = handleObj.data;
+
+					ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle ||
+						handleObj.handler ).apply( matched.elem, args );
+
+					if ( ret !== undefined ) {
+						if ( ( event.result = ret ) === false ) {
+							event.preventDefault();
+							event.stopPropagation();
+						}
+					}
+				}
+			}
+		}
+
+		// Call the postDispatch hook for the mapped type
+		if ( special.postDispatch ) {
+			special.postDispatch.call( this, event );
+		}
+
+		return event.result;
+	},
+
+	handlers: function( event, handlers ) {
+		var i, handleObj, sel, matchedHandlers, matchedSelectors,
+			handlerQueue = [],
+			delegateCount = handlers.delegateCount,
+			cur = event.target;
+
+		// Find delegate handlers
+		if ( delegateCount &&
+
+			// Support: IE <=9
+			// Black-hole SVG <use> instance trees (trac-13180)
+			cur.nodeType &&
+
+			// Support: Firefox <=42
+			// Suppress spec-violating clicks indicating a non-primary pointer button (trac-3861)
+			// https://www.w3.org/TR/DOM-Level-3-Events/#event-type-click
+			// Support: IE 11 only
+			// ...but not arrow key "clicks" of radio inputs, which can have `button` -1 (gh-2343)
+			!( event.type === "click" && event.button >= 1 ) ) {
+
+			for ( ; cur !== this; cur = cur.parentNode || this ) {
+
+				// Don't check non-elements (#13208)
+				// Don't process clicks on disabled elements (#6911, #8165, #11382, #11764)
+				if ( cur.nodeType === 1 && !( event.type === "click" && cur.disabled === true ) ) {
+					matchedHandlers = [];
+					matchedSelectors = {};
+					for ( i = 0; i < delegateCount; i++ ) {
+						handleObj = handlers[ i ];
+
+						// Don't conflict with Object.prototype properties (#13203)
+						sel = handleObj.selector + " ";
+
+						if ( matchedSelectors[ sel ] === undefined ) {
+							matchedSelectors[ sel ] = handleObj.needsContext ?
+								jQuery( sel, this ).index( cur ) > -1 :
+								jQuery.find( sel, this, null, [ cur ] ).length;
+						}
+						if ( matchedSelectors[ sel ] ) {
+							matchedHandlers.push( handleObj );
+						}
+					}
+					if ( matchedHandlers.length ) {
+						handlerQueue.push( { elem: cur, handlers: matchedHandlers } );
+					}
+				}
+			}
+		}
+
+		// Add the remaining (directly-bound) handlers
+		cur = this;
+		if ( delegateCount < handlers.length ) {
+			handlerQueue.push( { elem: cur, handlers: handlers.slice( delegateCount ) } );
+		}
+
+		return handlerQueue;
+	},
+
+	addProp: function( name, hook ) {
+		Object.defineProperty( jQuery.Event.prototype, name, {
+			enumerable: true,
+			configurable: true,
+
+			get: isFunction( hook ) ?
+				function() {
+					if ( this.originalEvent ) {
+							return hook( this.originalEvent );
+					}
+				} :
+				function() {
+					if ( this.originalEvent ) {
+							return this.originalEvent[ name ];
+					}
+				},
+
+			set: function( value ) {
+				Object.defineProperty( this, name, {
+					enumerable: true,
+					configurable: true,
+					writable: true,
+					value: value
+				} );
+			}
+		} );
+	},
+
+	fix: function( originalEvent ) {
+		return originalEvent[ jQuery.expando ] ?
+			originalEvent :
+			new jQuery.Event( originalEvent );
+	},
+
+	special: {
+		load: {
+
+			// Prevent triggered image.load events from bubbling to window.load
+			noBubble: true
+		},
+		click: {
+
+			// Utilize native event to ensure correct state for checkable inputs
+			setup: function( data ) {
+
+				// For mutual compressibility with _default, replace `this` access with a local var.
+				// `|| data` is dead code meant only to preserve the variable through minification.
+				var el = this || data;
+
+				// Claim the first handler
+				if ( rcheckableType.test( el.type ) &&
+					el.click && nodeName( el, "input" ) ) {
+
+					// dataPriv.set( el, "click", ... )
+					leverageNative( el, "click", returnTrue );
+				}
+
+				// Return false to allow normal processing in the caller
+				return false;
+			},
+			trigger: function( data ) {
+
+				// For mutual compressibility with _default, replace `this` access with a local var.
+				// `|| data` is dead code meant only to preserve the variable through minification.
+				var el = this || data;
+
+				// Force setup before triggering a click
+				if ( rcheckableType.test( el.type ) &&
+					el.click && nodeName( el, "input" ) ) {
+
+					leverageNative( el, "click" );
+				}
+
+				// Return non-false to allow normal event-path propagation
+				return true;
+			},
+
+			// For cross-browser consistency, suppress native .click() on links
+			// Also prevent it if we're currently inside a leveraged native-event stack
+			_default: function( event ) {
+				var target = event.target;
+				return rcheckableType.test( target.type ) &&
+					target.click && nodeName( target, "input" ) &&
+					dataPriv.get( target, "click" ) ||
+					nodeName( target, "a" );
+			}
+		},
+
+		beforeunload: {
+			postDispatch: function( event ) {
+
+				// Support: Firefox 20+
+				// Firefox doesn't alert if the returnValue field is not set.
+				if ( event.result !== undefined && event.originalEvent ) {
+					event.originalEvent.returnValue = event.result;
+				}
+			}
+		}
+	}
+};
+
+// Ensure the presence of an event listener that handles manually-triggered
+// synthetic events by interrupting progress until reinvoked in response to
+// *native* events that it fires directly, ensuring that state changes have
+// already occurred before other listeners are invoked.
+function leverageNative( el, type, expectSync ) {
+
+	// Missing expectSync indicates a trigger call, which must force setup through jQuery.event.add
+	if ( !expectSync ) {
+		if ( dataPriv.get( el, type ) === undefined ) {
+			jQuery.event.add( el, type, returnTrue );
+		}
+		return;
+	}
+
+	// Register the controller as a special universal handler for all event namespaces
+	dataPriv.set( el, type, false );
+	jQuery.event.add( el, type, {
+		namespace: false,
+		handler: function( event ) {
+			var notAsync, result,
+				saved = dataPriv.get( this, type );
+
+			if ( ( event.isTrigger & 1 ) && this[ type ] ) {
+
+				// Interrupt processing of the outer synthetic .trigger()ed event
+				// Saved data should be false in such cases, but might be a leftover capture object
+				// from an async native handler (gh-4350)
+				if ( !saved.length ) {
+
+					// Store arguments for use when handling the inner native event
+					// There will always be at least one argument (an event object), so this array
+					// will not be confused with a leftover capture object.
+					saved = slice.call( arguments );
+					dataPriv.set( this, type, saved );
+
+					// Trigger the native event and capture its result
+					// Support: IE <=9 - 11+
+					// focus() and blur() are asynchronous
+					notAsync = expectSync( this, type );
+					this[ type ]();
+					result = dataPriv.get( this, type );
+					if ( saved !== result || notAsync ) {
+						dataPriv.set( this, type, false );
+					} else {
+						result = {};
+					}
+					if ( saved !== result ) {
+
+						// Cancel the outer synthetic event
+						event.stopImmediatePropagation();
+						event.preventDefault();
+						return result.value;
+					}
+
+				// If this is an inner synthetic event for an event with a bubbling surrogate
+				// (focus or blur), assume that the surrogate already propagated from triggering the
+				// native event and prevent that from happening again here.
+				// This technically gets the ordering wrong w.r.t. to `.trigger()` (in which the
+				// bubbling surrogate propagates *after* the non-bubbling base), but that seems
+				// less bad than duplication.
+				} else if ( ( jQuery.event.special[ type ] || {} ).delegateType ) {
+					event.stopPropagation();
+				}
+
+			// If this is a native event triggered above, everything is now in order
+			// Fire an inner synthetic event with the original arguments
+			} else if ( saved.length ) {
+
+				// ...and capture the result
+				dataPriv.set( this, type, {
+					value: jQuery.event.trigger(
+
+						// Support: IE <=9 - 11+
+						// Extend with the prototype to reset the above stopImmediatePropagation()
+						jQuery.extend( saved[ 0 ], jQuery.Event.prototype ),
+						saved.slice( 1 ),
+						this
+					)
+				} );
+
+				// Abort handling of the native event
+				event.stopImmediatePropagation();
+			}
+		}
+	} );
+}
+
+jQuery.removeEvent = function( elem, type, handle ) {
+
+	// This "if" is needed for plain objects
+	if ( elem.removeEventListener ) {
+		elem.removeEventListener( type, handle );
+	}
+};
+
+jQuery.Event = function( src, props ) {
+
+	// Allow instantiation without the 'new' keyword
+	if ( !( this instanceof jQuery.Event ) ) {
+		return new jQuery.Event( src, props );
+	}
+
+	// Event object
+	if ( src && src.type ) {
+		this.originalEvent = src;
+		this.type = src.type;
+
+		// Events bubbling up the document may have been marked as prevented
+		// by a handler lower down the tree; reflect the correct value.
+		this.isDefaultPrevented = src.defaultPrevented ||
+				src.defaultPrevented === undefined &&
+
+				// Support: Android <=2.3 only
+				src.returnValue === false ?
+			returnTrue :
+			returnFalse;
+
+		// Create target properties
+		// Support: Safari <=6 - 7 only
+		// Target should not be a text node (#504, #13143)
+		this.target = ( src.target && src.target.nodeType === 3 ) ?
+			src.target.parentNode :
+			src.target;
+
+		this.currentTarget = src.currentTarget;
+		this.relatedTarget = src.relatedTarget;
+
+	// Event type
+	} else {
+		this.type = src;
+	}
+
+	// Put explicitly provided properties onto the event object
+	if ( props ) {
+		jQuery.extend( this, props );
+	}
+
+	// Create a timestamp if incoming event doesn't have one
+	this.timeStamp = src && src.timeStamp || Date.now();
+
+	// Mark it as fixed
+	this[ jQuery.expando ] = true;
+};
+
+// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding
+// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html
+jQuery.Event.prototype = {
+	constructor: jQuery.Event,
+	isDefaultPrevented: returnFalse,
+	isPropagationStopped: returnFalse,
+	isImmediatePropagationStopped: returnFalse,
+	isSimulated: false,
+
+	preventDefault: function() {
+		var e = this.originalEvent;
+
+		this.isDefaultPrevented = returnTrue;
+
+		if ( e && !this.isSimulated ) {
+			e.preventDefault();
+		}
+	},
+	stopPropagation: function() {
+		var e = this.originalEvent;
+
+		this.isPropagationStopped = returnTrue;
+
+		if ( e && !this.isSimulated ) {
+			e.stopPropagation();
+		}
+	},
+	stopImmediatePropagation: function() {
+		var e = this.originalEvent;
+
+		this.isImmediatePropagationStopped = returnTrue;
+
+		if ( e && !this.isSimulated ) {
+			e.stopImmediatePropagation();
+		}
+
+		this.stopPropagation();
+	}
+};
+
+// Includes all common event props including KeyEvent and MouseEvent specific props
+jQuery.each( {
+	altKey: true,
+	bubbles: true,
+	cancelable: true,
+	changedTouches: true,
+	ctrlKey: true,
+	detail: true,
+	eventPhase: true,
+	metaKey: true,
+	pageX: true,
+	pageY: true,
+	shiftKey: true,
+	view: true,
+	"char": true,
+	code: true,
+	charCode: true,
+	key: true,
+	keyCode: true,
+	button: true,
+	buttons: true,
+	clientX: true,
+	clientY: true,
+	offsetX: true,
+	offsetY: true,
+	pointerId: true,
+	pointerType: true,
+	screenX: true,
+	screenY: true,
+	targetTouches: true,
+	toElement: true,
+	touches: true,
+
+	which: function( event ) {
+		var button = event.button;
+
+		// Add which for key events
+		if ( event.which == null && rkeyEvent.test( event.type ) ) {
+			return event.charCode != null ? event.charCode : event.keyCode;
+		}
+
+		// Add which for click: 1 === left; 2 === middle; 3 === right
+		if ( !event.which && button !== undefined && rmouseEvent.test( event.type ) ) {
+			if ( button & 1 ) {
+				return 1;
+			}
+
+			if ( button & 2 ) {
+				return 3;
+			}
+
+			if ( button & 4 ) {
+				return 2;
+			}
+
+			return 0;
+		}
+
+		return event.which;
+	}
+}, jQuery.event.addProp );
+
+jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) {
+	jQuery.event.special[ type ] = {
+
+		// Utilize native event if possible so blur/focus sequence is correct
+		setup: function() {
+
+			// Claim the first handler
+			// dataPriv.set( this, "focus", ... )
+			// dataPriv.set( this, "blur", ... )
+			leverageNative( this, type, expectSync );
+
+			// Return false to allow normal processing in the caller
+			return false;
+		},
+		trigger: function() {
+
+			// Force setup before trigger
+			leverageNative( this, type );
+
+			// Return non-false to allow normal event-path propagation
+			return true;
+		},
+
+		delegateType: delegateType
+	};
+} );
+
+// Create mouseenter/leave events using mouseover/out and event-time checks
+// so that event delegation works in jQuery.
+// Do the same for pointerenter/pointerleave and pointerover/pointerout
+//
+// Support: Safari 7 only
+// Safari sends mouseenter too often; see:
+// https://bugs.chromium.org/p/chromium/issues/detail?id=470258
+// for the description of the bug (it existed in older Chrome versions as well).
+jQuery.each( {
+	mouseenter: "mouseover",
+	mouseleave: "mouseout",
+	pointerenter: "pointerover",
+	pointerleave: "pointerout"
+}, function( orig, fix ) {
+	jQuery.event.special[ orig ] = {
+		delegateType: fix,
+		bindType: fix,
+
+		handle: function( event ) {
+			var ret,
+				target = this,
+				related = event.relatedTarget,
+				handleObj = event.handleObj;
+
+			// For mouseenter/leave call the handler if related is outside the target.
+			// NB: No relatedTarget if the mouse left/entered the browser window
+			if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) {
+				event.type = handleObj.origType;
+				ret = handleObj.handler.apply( this, arguments );
+				event.type = fix;
+			}
+			return ret;
+		}
+	};
+} );
+
+jQuery.fn.extend( {
+
+	on: function( types, selector, data, fn ) {
+		return on( this, types, selector, data, fn );
+	},
+	one: function( types, selector, data, fn ) {
+		return on( this, types, selector, data, fn, 1 );
+	},
+	off: function( types, selector, fn ) {
+		var handleObj, type;
+		if ( types && types.preventDefault && types.handleObj ) {
+
+			// ( event )  dispatched jQuery.Event
+			handleObj = types.handleObj;
+			jQuery( types.delegateTarget ).off(
+				handleObj.namespace ?
+					handleObj.origType + "." + handleObj.namespace :
+					handleObj.origType,
+				handleObj.selector,
+				handleObj.handler
+			);
+			return this;
+		}
+		if ( typeof types === "object" ) {
+
+			// ( types-object [, selector] )
+			for ( type in types ) {
+				this.off( type, selector, types[ type ] );
+			}
+			return this;
+		}
+		if ( selector === false || typeof selector === "function" ) {
+
+			// ( types [, fn] )
+			fn = selector;
+			selector = undefined;
+		}
+		if ( fn === false ) {
+			fn = returnFalse;
+		}
+		return this.each( function() {
+			jQuery.event.remove( this, types, fn, selector );
+		} );
+	}
+} );
+
+
+var
+
+	// Support: IE <=10 - 11, Edge 12 - 13 only
+	// In IE/Edge using regex groups here causes severe slowdowns.
+	// See https://connect.microsoft.com/IE/feedback/details/1736512/
+	rnoInnerhtml = /<script|<style|<link/i,
+
+	// checked="checked" or checked
+	rchecked = /checked\s*(?:[^=]|=\s*.checked.)/i,
+	rcleanScript = /^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g;
+
+// Prefer a tbody over its parent table for containing new rows
+function manipulationTarget( elem, content ) {
+	if ( nodeName( elem, "table" ) &&
+		nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) {
+
+		return jQuery( elem ).children( "tbody" )[ 0 ] || elem;
+	}
+
+	return elem;
+}
+
+// Replace/restore the type attribute of script elements for safe DOM manipulation
+function disableScript( elem ) {
+	elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type;
+	return elem;
+}
+function restoreScript( elem ) {
+	if ( ( elem.type || "" ).slice( 0, 5 ) === "true/" ) {
+		elem.type = elem.type.slice( 5 );
+	} else {
+		elem.removeAttribute( "type" );
+	}
+
+	return elem;
+}
+
+function cloneCopyEvent( src, dest ) {
+	var i, l, type, pdataOld, udataOld, udataCur, events;
+
+	if ( dest.nodeType !== 1 ) {
+		return;
+	}
+
+	// 1. Copy private data: events, handlers, etc.
+	if ( dataPriv.hasData( src ) ) {
+		pdataOld = dataPriv.get( src );
+		events = pdataOld.events;
+
+		if ( events ) {
+			dataPriv.remove( dest, "handle events" );
+
+			for ( type in events ) {
+				for ( i = 0, l = events[ type ].length; i < l; i++ ) {
+					jQuery.event.add( dest, type, events[ type ][ i ] );
+				}
+			}
+		}
+	}
+
+	// 2. Copy user data
+	if ( dataUser.hasData( src ) ) {
+		udataOld = dataUser.access( src );
+		udataCur = jQuery.extend( {}, udataOld );
+
+		dataUser.set( dest, udataCur );
+	}
+}
+
+// Fix IE bugs, see support tests
+function fixInput( src, dest ) {
+	var nodeName = dest.nodeName.toLowerCase();
+
+	// Fails to persist the checked state of a cloned checkbox or radio button.
+	if ( nodeName === "input" && rcheckableType.test( src.type ) ) {
+		dest.checked = src.checked;
+
+	// Fails to return the selected option to the default selected state when cloning options
+	} else if ( nodeName === "input" || nodeName === "textarea" ) {
+		dest.defaultValue = src.defaultValue;
+	}
+}
+
+function domManip( collection, args, callback, ignored ) {
+
+	// Flatten any nested arrays
+	args = flat( args );
+
+	var fragment, first, scripts, hasScripts, node, doc,
+		i = 0,
+		l = collection.length,
+		iNoClone = l - 1,
+		value = args[ 0 ],
+		valueIsFunction = isFunction( value );
+
+	// We can't cloneNode fragments that contain checked, in WebKit
+	if ( valueIsFunction ||
+			( l > 1 && typeof value === "string" &&
+				!support.checkClone && rchecked.test( value ) ) ) {
+		return collection.each( function( index ) {
+			var self = collection.eq( index );
+			if ( valueIsFunction ) {
+				args[ 0 ] = value.call( this, index, self.html() );
+			}
+			domManip( self, args, callback, ignored );
+		} );
+	}
+
+	if ( l ) {
+		fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored );
+		first = fragment.firstChild;
+
+		if ( fragment.childNodes.length === 1 ) {
+			fragment = first;
+		}
+
+		// Require either new content or an interest in ignored elements to invoke the callback
+		if ( first || ignored ) {
+			scripts = jQuery.map( getAll( fragment, "script" ), disableScript );
+			hasScripts = scripts.length;
+
+			// Use the original fragment for the last item
+			// instead of the first because it can end up
+			// being emptied incorrectly in certain situations (#8070).
+			for ( ; i < l; i++ ) {
+				node = fragment;
+
+				if ( i !== iNoClone ) {
+					node = jQuery.clone( node, true, true );
+
+					// Keep references to cloned scripts for later restoration
+					if ( hasScripts ) {
+
+						// Support: Android <=4.0 only, PhantomJS 1 only
+						// push.apply(_, arraylike) throws on ancient WebKit
+						jQuery.merge( scripts, getAll( node, "script" ) );
+					}
+				}
+
+				callback.call( collection[ i ], node, i );
+			}
+
+			if ( hasScripts ) {
+				doc = scripts[ scripts.length - 1 ].ownerDocument;
+
+				// Reenable scripts
+				jQuery.map( scripts, restoreScript );
+
+				// Evaluate executable scripts on first document insertion
+				for ( i = 0; i < hasScripts; i++ ) {
+					node = scripts[ i ];
+					if ( rscriptType.test( node.type || "" ) &&
+						!dataPriv.access( node, "globalEval" ) &&
+						jQuery.contains( doc, node ) ) {
+
+						if ( node.src && ( node.type || "" ).toLowerCase()  !== "module" ) {
+
+							// Optional AJAX dependency, but won't run scripts if not present
+							if ( jQuery._evalUrl && !node.noModule ) {
+								jQuery._evalUrl( node.src, {
+									nonce: node.nonce || node.getAttribute( "nonce" )
+								}, doc );
+							}
+						} else {
+							DOMEval( node.textContent.replace( rcleanScript, "" ), node, doc );
+						}
+					}
+				}
+			}
+		}
+	}
+
+	return collection;
+}
+
+function remove( elem, selector, keepData ) {
+	var node,
+		nodes = selector ? jQuery.filter( selector, elem ) : elem,
+		i = 0;
+
+	for ( ; ( node = nodes[ i ] ) != null; i++ ) {
+		if ( !keepData && node.nodeType === 1 ) {
+			jQuery.cleanData( getAll( node ) );
+		}
+
+		if ( node.parentNode ) {
+			if ( keepData && isAttached( node ) ) {
+				setGlobalEval( getAll( node, "script" ) );
+			}
+			node.parentNode.removeChild( node );
+		}
+	}
+
+	return elem;
+}
+
+jQuery.extend( {
+	htmlPrefilter: function( html ) {
+		return html;
+	},
+
+	clone: function( elem, dataAndEvents, deepDataAndEvents ) {
+		var i, l, srcElements, destElements,
+			clone = elem.cloneNode( true ),
+			inPage = isAttached( elem );
+
+		// Fix IE cloning issues
+		if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) &&
+				!jQuery.isXMLDoc( elem ) ) {
+
+			// We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2
+			destElements = getAll( clone );
+			srcElements = getAll( elem );
+
+			for ( i = 0, l = srcElements.length; i < l; i++ ) {
+				fixInput( srcElements[ i ], destElements[ i ] );
+			}
+		}
+
+		// Copy the events from the original to the clone
+		if ( dataAndEvents ) {
+			if ( deepDataAndEvents ) {
+				srcElements = srcElements || getAll( elem );
+				destElements = destElements || getAll( clone );
+
+				for ( i = 0, l = srcElements.length; i < l; i++ ) {
+					cloneCopyEvent( srcElements[ i ], destElements[ i ] );
+				}
+			} else {
+				cloneCopyEvent( elem, clone );
+			}
+		}
+
+		// Preserve script evaluation history
+		destElements = getAll( clone, "script" );
+		if ( destElements.length > 0 ) {
+			setGlobalEval( destElements, !inPage && getAll( elem, "script" ) );
+		}
+
+		// Return the cloned set
+		return clone;
+	},
+
+	cleanData: function( elems ) {
+		var data, elem, type,
+			special = jQuery.event.special,
+			i = 0;
+
+		for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) {
+			if ( acceptData( elem ) ) {
+				if ( ( data = elem[ dataPriv.expando ] ) ) {
+					if ( data.events ) {
+						for ( type in data.events ) {
+							if ( special[ type ] ) {
+								jQuery.event.remove( elem, type );
+
+							// This is a shortcut to avoid jQuery.event.remove's overhead
+							} else {
+								jQuery.removeEvent( elem, type, data.handle );
+							}
+						}
+					}
+
+					// Support: Chrome <=35 - 45+
+					// Assign undefined instead of using delete, see Data#remove
+					elem[ dataPriv.expando ] = undefined;
+				}
+				if ( elem[ dataUser.expando ] ) {
+
+					// Support: Chrome <=35 - 45+
+					// Assign undefined instead of using delete, see Data#remove
+					elem[ dataUser.expando ] = undefined;
+				}
+			}
+		}
+	}
+} );
+
+jQuery.fn.extend( {
+	detach: function( selector ) {
+		return remove( this, selector, true );
+	},
+
+	remove: function( selector ) {
+		return remove( this, selector );
+	},
+
+	text: function( value ) {
+		return access( this, function( value ) {
+			return value === undefined ?
+				jQuery.text( this ) :
+				this.empty().each( function() {
+					if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
+						this.textContent = value;
+					}
+				} );
+		}, null, value, arguments.length );
+	},
+
+	append: function() {
+		return domManip( this, arguments, function( elem ) {
+			if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
+				var target = manipulationTarget( this, elem );
+				target.appendChild( elem );
+			}
+		} );
+	},
+
+	prepend: function() {
+		return domManip( this, arguments, function( elem ) {
+			if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
+				var target = manipulationTarget( this, elem );
+				target.insertBefore( elem, target.firstChild );
+			}
+		} );
+	},
+
+	before: function() {
+		return domManip( this, arguments, function( elem ) {
+			if ( this.parentNode ) {
+				this.parentNode.insertBefore( elem, this );
+			}
+		} );
+	},
+
+	after: function() {
+		return domManip( this, arguments, function( elem ) {
+			if ( this.parentNode ) {
+				this.parentNode.insertBefore( elem, this.nextSibling );
+			}
+		} );
+	},
+
+	empty: function() {
+		var elem,
+			i = 0;
+
+		for ( ; ( elem = this[ i ] ) != null; i++ ) {
+			if ( elem.nodeType === 1 ) {
+
+				// Prevent memory leaks
+				jQuery.cleanData( getAll( elem, false ) );
+
+				// Remove any remaining nodes
+				elem.textContent = "";
+			}
+		}
+
+		return this;
+	},
+
+	clone: function( dataAndEvents, deepDataAndEvents ) {
+		dataAndEvents = dataAndEvents == null ? false : dataAndEvents;
+		deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents;
+
+		return this.map( function() {
+			return jQuery.clone( this, dataAndEvents, deepDataAndEvents );
+		} );
+	},
+
+	html: function( value ) {
+		return access( this, function( value ) {
+			var elem = this[ 0 ] || {},
+				i = 0,
+				l = this.length;
+
+			if ( value === undefined && elem.nodeType === 1 ) {
+				return elem.innerHTML;
+			}
+
+			// See if we can take a shortcut and just use innerHTML
+			if ( typeof value === "string" && !rnoInnerhtml.test( value ) &&
+				!wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) {
+
+				value = jQuery.htmlPrefilter( value );
+
+				try {
+					for ( ; i < l; i++ ) {
+						elem = this[ i ] || {};
+
+						// Remove element nodes and prevent memory leaks
+						if ( elem.nodeType === 1 ) {
+							jQuery.cleanData( getAll( elem, false ) );
+							elem.innerHTML = value;
+						}
+					}
+
+					elem = 0;
+
+				// If using innerHTML throws an exception, use the fallback method
+				} catch ( e ) {}
+			}
+
+			if ( elem ) {
+				this.empty().append( value );
+			}
+		}, null, value, arguments.length );
+	},
+
+	replaceWith: function() {
+		var ignored = [];
+
+		// Make the changes, replacing each non-ignored context element with the new content
+		return domManip( this, arguments, function( elem ) {
+			var parent = this.parentNode;
+
+			if ( jQuery.inArray( this, ignored ) < 0 ) {
+				jQuery.cleanData( getAll( this ) );
+				if ( parent ) {
+					parent.replaceChild( elem, this );
+				}
+			}
+
+		// Force callback invocation
+		}, ignored );
+	}
+} );
+
+jQuery.each( {
+	appendTo: "append",
+	prependTo: "prepend",
+	insertBefore: "before",
+	insertAfter: "after",
+	replaceAll: "replaceWith"
+}, function( name, original ) {
+	jQuery.fn[ name ] = function( selector ) {
+		var elems,
+			ret = [],
+			insert = jQuery( selector ),
+			last = insert.length - 1,
+			i = 0;
+
+		for ( ; i <= last; i++ ) {
+			elems = i === last ? this : this.clone( true );
+			jQuery( insert[ i ] )[ original ]( elems );
+
+			// Support: Android <=4.0 only, PhantomJS 1 only
+			// .get() because push.apply(_, arraylike) throws on ancient WebKit
+			push.apply( ret, elems.get() );
+		}
+
+		return this.pushStack( ret );
+	};
+} );
+var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" );
+
+var getStyles = function( elem ) {
+
+		// Support: IE <=11 only, Firefox <=30 (#15098, #14150)
+		// IE throws on elements created in popups
+		// FF meanwhile throws on frame elements through "defaultView.getComputedStyle"
+		var view = elem.ownerDocument.defaultView;
+
+		if ( !view || !view.opener ) {
+			view = window;
+		}
+
+		return view.getComputedStyle( elem );
+	};
+
+var swap = function( elem, options, callback ) {
+	var ret, name,
+		old = {};
+
+	// Remember the old values, and insert the new ones
+	for ( name in options ) {
+		old[ name ] = elem.style[ name ];
+		elem.style[ name ] = options[ name ];
+	}
+
+	ret = callback.call( elem );
+
+	// Revert the old values
+	for ( name in options ) {
+		elem.style[ name ] = old[ name ];
+	}
+
+	return ret;
+};
+
+
+var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" );
+
+
+
+( function() {
+
+	// Executing both pixelPosition & boxSizingReliable tests require only one layout
+	// so they're executed at the same time to save the second computation.
+	function computeStyleTests() {
+
+		// This is a singleton, we need to execute it only once
+		if ( !div ) {
+			return;
+		}
+
+		container.style.cssText = "position:absolute;left:-11111px;width:60px;" +
+			"margin-top:1px;padding:0;border:0";
+		div.style.cssText =
+			"position:relative;display:block;box-sizing:border-box;overflow:scroll;" +
+			"margin:auto;border:1px;padding:1px;" +
+			"width:60%;top:1%";
+		documentElement.appendChild( container ).appendChild( div );
+
+		var divStyle = window.getComputedStyle( div );
+		pixelPositionVal = divStyle.top !== "1%";
+
+		// Support: Android 4.0 - 4.3 only, Firefox <=3 - 44
+		reliableMarginLeftVal = roundPixelMeasures( divStyle.marginLeft ) === 12;
+
+		// Support: Android 4.0 - 4.3 only, Safari <=9.1 - 10.1, iOS <=7.0 - 9.3
+		// Some styles come back with percentage values, even though they shouldn't
+		div.style.right = "60%";
+		pixelBoxStylesVal = roundPixelMeasures( divStyle.right ) === 36;
+
+		// Support: IE 9 - 11 only
+		// Detect misreporting of content dimensions for box-sizing:border-box elements
+		boxSizingReliableVal = roundPixelMeasures( divStyle.width ) === 36;
+
+		// Support: IE 9 only
+		// Detect overflow:scroll screwiness (gh-3699)
+		// Support: Chrome <=64
+		// Don't get tricked when zoom affects offsetWidth (gh-4029)
+		div.style.position = "absolute";
+		scrollboxSizeVal = roundPixelMeasures( div.offsetWidth / 3 ) === 12;
+
+		documentElement.removeChild( container );
+
+		// Nullify the div so it wouldn't be stored in the memory and
+		// it will also be a sign that checks already performed
+		div = null;
+	}
+
+	function roundPixelMeasures( measure ) {
+		return Math.round( parseFloat( measure ) );
+	}
+
+	var pixelPositionVal, boxSizingReliableVal, scrollboxSizeVal, pixelBoxStylesVal,
+		reliableTrDimensionsVal, reliableMarginLeftVal,
+		container = document.createElement( "div" ),
+		div = document.createElement( "div" );
+
+	// Finish early in limited (non-browser) environments
+	if ( !div.style ) {
+		return;
+	}
+
+	// Support: IE <=9 - 11 only
+	// Style of cloned element affects source element cloned (#8908)
+	div.style.backgroundClip = "content-box";
+	div.cloneNode( true ).style.backgroundClip = "";
+	support.clearCloneStyle = div.style.backgroundClip === "content-box";
+
+	jQuery.extend( support, {
+		boxSizingReliable: function() {
+			computeStyleTests();
+			return boxSizingReliableVal;
+		},
+		pixelBoxStyles: function() {
+			computeStyleTests();
+			return pixelBoxStylesVal;
+		},
+		pixelPosition: function() {
+			computeStyleTests();
+			return pixelPositionVal;
+		},
+		reliableMarginLeft: function() {
+			computeStyleTests();
+			return reliableMarginLeftVal;
+		},
+		scrollboxSize: function() {
+			computeStyleTests();
+			return scrollboxSizeVal;
+		},
+
+		// Support: IE 9 - 11+, Edge 15 - 18+
+		// IE/Edge misreport `getComputedStyle` of table rows with width/height
+		// set in CSS while `offset*` properties report correct values.
+		// Behavior in IE 9 is more subtle than in newer versions & it passes
+		// some versions of this test; make sure not to make it pass there!
+		reliableTrDimensions: function() {
+			var table, tr, trChild, trStyle;
+			if ( reliableTrDimensionsVal == null ) {
+				table = document.createElement( "table" );
+				tr = document.createElement( "tr" );
+				trChild = document.createElement( "div" );
+
+				table.style.cssText = "position:absolute;left:-11111px";
+				tr.style.height = "1px";
+				trChild.style.height = "9px";
+
+				documentElement
+					.appendChild( table )
+					.appendChild( tr )
+					.appendChild( trChild );
+
+				trStyle = window.getComputedStyle( tr );
+				reliableTrDimensionsVal = parseInt( trStyle.height ) > 3;
+
+				documentElement.removeChild( table );
+			}
+			return reliableTrDimensionsVal;
+		}
+	} );
+} )();
+
+
+function curCSS( elem, name, computed ) {
+	var width, minWidth, maxWidth, ret,
+
+		// Support: Firefox 51+
+		// Retrieving style before computed somehow
+		// fixes an issue with getting wrong values
+		// on detached elements
+		style = elem.style;
+
+	computed = computed || getStyles( elem );
+
+	// getPropertyValue is needed for:
+	//   .css('filter') (IE 9 only, #12537)
+	//   .css('--customProperty) (#3144)
+	if ( computed ) {
+		ret = computed.getPropertyValue( name ) || computed[ name ];
+
+		if ( ret === "" && !isAttached( elem ) ) {
+			ret = jQuery.style( elem, name );
+		}
+
+		// A tribute to the "awesome hack by Dean Edwards"
+		// Android Browser returns percentage for some values,
+		// but width seems to be reliably pixels.
+		// This is against the CSSOM draft spec:
+		// https://drafts.csswg.org/cssom/#resolved-values
+		if ( !support.pixelBoxStyles() && rnumnonpx.test( ret ) && rboxStyle.test( name ) ) {
+
+			// Remember the original values
+			width = style.width;
+			minWidth = style.minWidth;
+			maxWidth = style.maxWidth;
+
+			// Put in the new values to get a computed value out
+			style.minWidth = style.maxWidth = style.width = ret;
+			ret = computed.width;
+
+			// Revert the changed values
+			style.width = width;
+			style.minWidth = minWidth;
+			style.maxWidth = maxWidth;
+		}
+	}
+
+	return ret !== undefined ?
+
+		// Support: IE <=9 - 11 only
+		// IE returns zIndex value as an integer.
+		ret + "" :
+		ret;
+}
+
+
+function addGetHookIf( conditionFn, hookFn ) {
+
+	// Define the hook, we'll check on the first run if it's really needed.
+	return {
+		get: function() {
+			if ( conditionFn() ) {
+
+				// Hook not needed (or it's not possible to use it due
+				// to missing dependency), remove it.
+				delete this.get;
+				return;
+			}
+
+			// Hook needed; redefine it so that the support test is not executed again.
+			return ( this.get = hookFn ).apply( this, arguments );
+		}
+	};
+}
+
+
+var cssPrefixes = [ "Webkit", "Moz", "ms" ],
+	emptyStyle = document.createElement( "div" ).style,
+	vendorProps = {};
+
+// Return a vendor-prefixed property or undefined
+function vendorPropName( name ) {
+
+	// Check for vendor prefixed names
+	var capName = name[ 0 ].toUpperCase() + name.slice( 1 ),
+		i = cssPrefixes.length;
+
+	while ( i-- ) {
+		name = cssPrefixes[ i ] + capName;
+		if ( name in emptyStyle ) {
+			return name;
+		}
+	}
+}
+
+// Return a potentially-mapped jQuery.cssProps or vendor prefixed property
+function finalPropName( name ) {
+	var final = jQuery.cssProps[ name ] || vendorProps[ name ];
+
+	if ( final ) {
+		return final;
+	}
+	if ( name in emptyStyle ) {
+		return name;
+	}
+	return vendorProps[ name ] = vendorPropName( name ) || name;
+}
+
+
+var
+
+	// Swappable if display is none or starts with table
+	// except "table", "table-cell", or "table-caption"
+	// See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display
+	rdisplayswap = /^(none|table(?!-c[ea]).+)/,
+	rcustomProp = /^--/,
+	cssShow = { position: "absolute", visibility: "hidden", display: "block" },
+	cssNormalTransform = {
+		letterSpacing: "0",
+		fontWeight: "400"
+	};
+
+function setPositiveNumber( _elem, value, subtract ) {
+
+	// Any relative (+/-) values have already been
+	// normalized at this point
+	var matches = rcssNum.exec( value );
+	return matches ?
+
+		// Guard against undefined "subtract", e.g., when used as in cssHooks
+		Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) :
+		value;
+}
+
+function boxModelAdjustment( elem, dimension, box, isBorderBox, styles, computedVal ) {
+	var i = dimension === "width" ? 1 : 0,
+		extra = 0,
+		delta = 0;
+
+	// Adjustment may not be necessary
+	if ( box === ( isBorderBox ? "border" : "content" ) ) {
+		return 0;
+	}
+
+	for ( ; i < 4; i += 2 ) {
+
+		// Both box models exclude margin
+		if ( box === "margin" ) {
+			delta += jQuery.css( elem, box + cssExpand[ i ], true, styles );
+		}
+
+		// If we get here with a content-box, we're seeking "padding" or "border" or "margin"
+		if ( !isBorderBox ) {
+
+			// Add padding
+			delta += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles );
+
+			// For "border" or "margin", add border
+			if ( box !== "padding" ) {
+				delta += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
+
+			// But still keep track of it otherwise
+			} else {
+				extra += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
+			}
+
+		// If we get here with a border-box (content + padding + border), we're seeking "content" or
+		// "padding" or "margin"
+		} else {
+
+			// For "content", subtract padding
+			if ( box === "content" ) {
+				delta -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles );
+			}
+
+			// For "content" or "padding", subtract border
+			if ( box !== "margin" ) {
+				delta -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
+			}
+		}
+	}
+
+	// Account for positive content-box scroll gutter when requested by providing computedVal
+	if ( !isBorderBox && computedVal >= 0 ) {
+
+		// offsetWidth/offsetHeight is a rounded sum of content, padding, scroll gutter, and border
+		// Assuming integer scroll gutter, subtract the rest and round down
+		delta += Math.max( 0, Math.ceil(
+			elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] -
+			computedVal -
+			delta -
+			extra -
+			0.5
+
+		// If offsetWidth/offsetHeight is unknown, then we can't determine content-box scroll gutter
+		// Use an explicit zero to avoid NaN (gh-3964)
+		) ) || 0;
+	}
+
+	return delta;
+}
+
+function getWidthOrHeight( elem, dimension, extra ) {
+
+	// Start with computed style
+	var styles = getStyles( elem ),
+
+		// To avoid forcing a reflow, only fetch boxSizing if we need it (gh-4322).
+		// Fake content-box until we know it's needed to know the true value.
+		boxSizingNeeded = !support.boxSizingReliable() || extra,
+		isBorderBox = boxSizingNeeded &&
+			jQuery.css( elem, "boxSizing", false, styles ) === "border-box",
+		valueIsBorderBox = isBorderBox,
+
+		val = curCSS( elem, dimension, styles ),
+		offsetProp = "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 );
+
+	// Support: Firefox <=54
+	// Return a confounding non-pixel value or feign ignorance, as appropriate.
+	if ( rnumnonpx.test( val ) ) {
+		if ( !extra ) {
+			return val;
+		}
+		val = "auto";
+	}
+
+
+	// Support: IE 9 - 11 only
+	// Use offsetWidth/offsetHeight for when box sizing is unreliable.
+	// In those cases, the computed value can be trusted to be border-box.
+	if ( ( !support.boxSizingReliable() && isBorderBox ||
+
+		// Support: IE 10 - 11+, Edge 15 - 18+
+		// IE/Edge misreport `getComputedStyle` of table rows with width/height
+		// set in CSS while `offset*` properties report correct values.
+		// Interestingly, in some cases IE 9 doesn't suffer from this issue.
+		!support.reliableTrDimensions() && nodeName( elem, "tr" ) ||
+
+		// Fall back to offsetWidth/offsetHeight when value is "auto"
+		// This happens for inline elements with no explicit setting (gh-3571)
+		val === "auto" ||
+
+		// Support: Android <=4.1 - 4.3 only
+		// Also use offsetWidth/offsetHeight for misreported inline dimensions (gh-3602)
+		!parseFloat( val ) && jQuery.css( elem, "display", false, styles ) === "inline" ) &&
+
+		// Make sure the element is visible & connected
+		elem.getClientRects().length ) {
+
+		isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box";
+
+		// Where available, offsetWidth/offsetHeight approximate border box dimensions.
+		// Where not available (e.g., SVG), assume unreliable box-sizing and interpret the
+		// retrieved value as a content box dimension.
+		valueIsBorderBox = offsetProp in elem;
+		if ( valueIsBorderBox ) {
+			val = elem[ offsetProp ];
+		}
+	}
+
+	// Normalize "" and auto
+	val = parseFloat( val ) || 0;
+
+	// Adjust for the element's box model
+	return ( val +
+		boxModelAdjustment(
+			elem,
+			dimension,
+			extra || ( isBorderBox ? "border" : "content" ),
+			valueIsBorderBox,
+			styles,
+
+			// Provide the current computed size to request scroll gutter calculation (gh-3589)
+			val
+		)
+	) + "px";
+}
+
+jQuery.extend( {
+
+	// Add in style property hooks for overriding the default
+	// behavior of getting and setting a style property
+	cssHooks: {
+		opacity: {
+			get: function( elem, computed ) {
+				if ( computed ) {
+
+					// We should always get a number back from opacity
+					var ret = curCSS( elem, "opacity" );
+					return ret === "" ? "1" : ret;
+				}
+			}
+		}
+	},
+
+	// Don't automatically add "px" to these possibly-unitless properties
+	cssNumber: {
+		"animationIterationCount": true,
+		"columnCount": true,
+		"fillOpacity": true,
+		"flexGrow": true,
+		"flexShrink": true,
+		"fontWeight": true,
+		"gridArea": true,
+		"gridColumn": true,
+		"gridColumnEnd": true,
+		"gridColumnStart": true,
+		"gridRow": true,
+		"gridRowEnd": true,
+		"gridRowStart": true,
+		"lineHeight": true,
+		"opacity": true,
+		"order": true,
+		"orphans": true,
+		"widows": true,
+		"zIndex": true,
+		"zoom": true
+	},
+
+	// Add in properties whose names you wish to fix before
+	// setting or getting the value
+	cssProps: {},
+
+	// Get and set the style property on a DOM Node
+	style: function( elem, name, value, extra ) {
+
+		// Don't set styles on text and comment nodes
+		if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) {
+			return;
+		}
+
+		// Make sure that we're working with the right name
+		var ret, type, hooks,
+			origName = camelCase( name ),
+			isCustomProp = rcustomProp.test( name ),
+			style = elem.style;
+
+		// Make sure that we're working with the right name. We don't
+		// want to query the value if it is a CSS custom property
+		// since they are user-defined.
+		if ( !isCustomProp ) {
+			name = finalPropName( origName );
+		}
+
+		// Gets hook for the prefixed version, then unprefixed version
+		hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ];
+
+		// Check if we're setting a value
+		if ( value !== undefined ) {
+			type = typeof value;
+
+			// Convert "+=" or "-=" to relative numbers (#7345)
+			if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) {
+				value = adjustCSS( elem, name, ret );
+
+				// Fixes bug #9237
+				type = "number";
+			}
+
+			// Make sure that null and NaN values aren't set (#7116)
+			if ( value == null || value !== value ) {
+				return;
+			}
+
+			// If a number was passed in, add the unit (except for certain CSS properties)
+			// The isCustomProp check can be removed in jQuery 4.0 when we only auto-append
+			// "px" to a few hardcoded values.
+			if ( type === "number" && !isCustomProp ) {
+				value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" );
+			}
+
+			// background-* props affect original clone's values
+			if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) {
+				style[ name ] = "inherit";
+			}
+
+			// If a hook was provided, use that value, otherwise just set the specified value
+			if ( !hooks || !( "set" in hooks ) ||
+				( value = hooks.set( elem, value, extra ) ) !== undefined ) {
+
+				if ( isCustomProp ) {
+					style.setProperty( name, value );
+				} else {
+					style[ name ] = value;
+				}
+			}
+
+		} else {
+
+			// If a hook was provided get the non-computed value from there
+			if ( hooks && "get" in hooks &&
+				( ret = hooks.get( elem, false, extra ) ) !== undefined ) {
+
+				return ret;
+			}
+
+			// Otherwise just get the value from the style object
+			return style[ name ];
+		}
+	},
+
+	css: function( elem, name, extra, styles ) {
+		var val, num, hooks,
+			origName = camelCase( name ),
+			isCustomProp = rcustomProp.test( name );
+
+		// Make sure that we're working with the right name. We don't
+		// want to modify the value if it is a CSS custom property
+		// since they are user-defined.
+		if ( !isCustomProp ) {
+			name = finalPropName( origName );
+		}
+
+		// Try prefixed name followed by the unprefixed name
+		hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ];
+
+		// If a hook was provided get the computed value from there
+		if ( hooks && "get" in hooks ) {
+			val = hooks.get( elem, true, extra );
+		}
+
+		// Otherwise, if a way to get the computed value exists, use that
+		if ( val === undefined ) {
+			val = curCSS( elem, name, styles );
+		}
+
+		// Convert "normal" to computed value
+		if ( val === "normal" && name in cssNormalTransform ) {
+			val = cssNormalTransform[ name ];
+		}
+
+		// Make numeric if forced or a qualifier was provided and val looks numeric
+		if ( extra === "" || extra ) {
+			num = parseFloat( val );
+			return extra === true || isFinite( num ) ? num || 0 : val;
+		}
+
+		return val;
+	}
+} );
+
+jQuery.each( [ "height", "width" ], function( _i, dimension ) {
+	jQuery.cssHooks[ dimension ] = {
+		get: function( elem, computed, extra ) {
+			if ( computed ) {
+
+				// Certain elements can have dimension info if we invisibly show them
+				// but it must have a current display style that would benefit
+				return rdisplayswap.test( jQuery.css( elem, "display" ) ) &&
+
+					// Support: Safari 8+
+					// Table columns in Safari have non-zero offsetWidth & zero
+					// getBoundingClientRect().width unless display is changed.
+					// Support: IE <=11 only
+					// Running getBoundingClientRect on a disconnected node
+					// in IE throws an error.
+					( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ?
+						swap( elem, cssShow, function() {
+							return getWidthOrHeight( elem, dimension, extra );
+						} ) :
+						getWidthOrHeight( elem, dimension, extra );
+			}
+		},
+
+		set: function( elem, value, extra ) {
+			var matches,
+				styles = getStyles( elem ),
+
+				// Only read styles.position if the test has a chance to fail
+				// to avoid forcing a reflow.
+				scrollboxSizeBuggy = !support.scrollboxSize() &&
+					styles.position === "absolute",
+
+				// To avoid forcing a reflow, only fetch boxSizing if we need it (gh-3991)
+				boxSizingNeeded = scrollboxSizeBuggy || extra,
+				isBorderBox = boxSizingNeeded &&
+					jQuery.css( elem, "boxSizing", false, styles ) === "border-box",
+				subtract = extra ?
+					boxModelAdjustment(
+						elem,
+						dimension,
+						extra,
+						isBorderBox,
+						styles
+					) :
+					0;
+
+			// Account for unreliable border-box dimensions by comparing offset* to computed and
+			// faking a content-box to get border and padding (gh-3699)
+			if ( isBorderBox && scrollboxSizeBuggy ) {
+				subtract -= Math.ceil(
+					elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] -
+					parseFloat( styles[ dimension ] ) -
+					boxModelAdjustment( elem, dimension, "border", false, styles ) -
+					0.5
+				);
+			}
+
+			// Convert to pixels if value adjustment is needed
+			if ( subtract && ( matches = rcssNum.exec( value ) ) &&
+				( matches[ 3 ] || "px" ) !== "px" ) {
+
+				elem.style[ dimension ] = value;
+				value = jQuery.css( elem, dimension );
+			}
+
+			return setPositiveNumber( elem, value, subtract );
+		}
+	};
+} );
+
+jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft,
+	function( elem, computed ) {
+		if ( computed ) {
+			return ( parseFloat( curCSS( elem, "marginLeft" ) ) ||
+				elem.getBoundingClientRect().left -
+					swap( elem, { marginLeft: 0 }, function() {
+						return elem.getBoundingClientRect().left;
+					} )
+				) + "px";
+		}
+	}
+);
+
+// These hooks are used by animate to expand properties
+jQuery.each( {
+	margin: "",
+	padding: "",
+	border: "Width"
+}, function( prefix, suffix ) {
+	jQuery.cssHooks[ prefix + suffix ] = {
+		expand: function( value ) {
+			var i = 0,
+				expanded = {},
+
+				// Assumes a single number if not a string
+				parts = typeof value === "string" ? value.split( " " ) : [ value ];
+
+			for ( ; i < 4; i++ ) {
+				expanded[ prefix + cssExpand[ i ] + suffix ] =
+					parts[ i ] || parts[ i - 2 ] || parts[ 0 ];
+			}
+
+			return expanded;
+		}
+	};
+
+	if ( prefix !== "margin" ) {
+		jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber;
+	}
+} );
+
+jQuery.fn.extend( {
+	css: function( name, value ) {
+		return access( this, function( elem, name, value ) {
+			var styles, len,
+				map = {},
+				i = 0;
+
+			if ( Array.isArray( name ) ) {
+				styles = getStyles( elem );
+				len = name.length;
+
+				for ( ; i < len; i++ ) {
+					map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles );
+				}
+
+				return map;
+			}
+
+			return value !== undefined ?
+				jQuery.style( elem, name, value ) :
+				jQuery.css( elem, name );
+		}, name, value, arguments.length > 1 );
+	}
+} );
+
+
+function Tween( elem, options, prop, end, easing ) {
+	return new Tween.prototype.init( elem, options, prop, end, easing );
+}
+jQuery.Tween = Tween;
+
+Tween.prototype = {
+	constructor: Tween,
+	init: function( elem, options, prop, end, easing, unit ) {
+		this.elem = elem;
+		this.prop = prop;
+		this.easing = easing || jQuery.easing._default;
+		this.options = options;
+		this.start = this.now = this.cur();
+		this.end = end;
+		this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" );
+	},
+	cur: function() {
+		var hooks = Tween.propHooks[ this.prop ];
+
+		return hooks && hooks.get ?
+			hooks.get( this ) :
+			Tween.propHooks._default.get( this );
+	},
+	run: function( percent ) {
+		var eased,
+			hooks = Tween.propHooks[ this.prop ];
+
+		if ( this.options.duration ) {
+			this.pos = eased = jQuery.easing[ this.easing ](
+				percent, this.options.duration * percent, 0, 1, this.options.duration
+			);
+		} else {
+			this.pos = eased = percent;
+		}
+		this.now = ( this.end - this.start ) * eased + this.start;
+
+		if ( this.options.step ) {
+			this.options.step.call( this.elem, this.now, this );
+		}
+
+		if ( hooks && hooks.set ) {
+			hooks.set( this );
+		} else {
+			Tween.propHooks._default.set( this );
+		}
+		return this;
+	}
+};
+
+Tween.prototype.init.prototype = Tween.prototype;
+
+Tween.propHooks = {
+	_default: {
+		get: function( tween ) {
+			var result;
+
+			// Use a property on the element directly when it is not a DOM element,
+			// or when there is no matching style property that exists.
+			if ( tween.elem.nodeType !== 1 ||
+				tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) {
+				return tween.elem[ tween.prop ];
+			}
+
+			// Passing an empty string as a 3rd parameter to .css will automatically
+			// attempt a parseFloat and fallback to a string if the parse fails.
+			// Simple values such as "10px" are parsed to Float;
+			// complex values such as "rotate(1rad)" are returned as-is.
+			result = jQuery.css( tween.elem, tween.prop, "" );
+
+			// Empty strings, null, undefined and "auto" are converted to 0.
+			return !result || result === "auto" ? 0 : result;
+		},
+		set: function( tween ) {
+
+			// Use step hook for back compat.
+			// Use cssHook if its there.
+			// Use .style if available and use plain properties where available.
+			if ( jQuery.fx.step[ tween.prop ] ) {
+				jQuery.fx.step[ tween.prop ]( tween );
+			} else if ( tween.elem.nodeType === 1 && (
+					jQuery.cssHooks[ tween.prop ] ||
+					tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) {
+				jQuery.style( tween.elem, tween.prop, tween.now + tween.unit );
+			} else {
+				tween.elem[ tween.prop ] = tween.now;
+			}
+		}
+	}
+};
+
+// Support: IE <=9 only
+// Panic based approach to setting things on disconnected nodes
+Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = {
+	set: function( tween ) {
+		if ( tween.elem.nodeType && tween.elem.parentNode ) {
+			tween.elem[ tween.prop ] = tween.now;
+		}
+	}
+};
+
+jQuery.easing = {
+	linear: function( p ) {
+		return p;
+	},
+	swing: function( p ) {
+		return 0.5 - Math.cos( p * Math.PI ) / 2;
+	},
+	_default: "swing"
+};
+
+jQuery.fx = Tween.prototype.init;
+
+// Back compat <1.8 extension point
+jQuery.fx.step = {};
+
+
+
+
+var
+	fxNow, inProgress,
+	rfxtypes = /^(?:toggle|show|hide)$/,
+	rrun = /queueHooks$/;
+
+function schedule() {
+	if ( inProgress ) {
+		if ( document.hidden === false && window.requestAnimationFrame ) {
+			window.requestAnimationFrame( schedule );
+		} else {
+			window.setTimeout( schedule, jQuery.fx.interval );
+		}
+
+		jQuery.fx.tick();
+	}
+}
+
+// Animations created synchronously will run synchronously
+function createFxNow() {
+	window.setTimeout( function() {
+		fxNow = undefined;
+	} );
+	return ( fxNow = Date.now() );
+}
+
+// Generate parameters to create a standard animation
+function genFx( type, includeWidth ) {
+	var which,
+		i = 0,
+		attrs = { height: type };
+
+	// If we include width, step value is 1 to do all cssExpand values,
+	// otherwise step value is 2 to skip over Left and Right
+	includeWidth = includeWidth ? 1 : 0;
+	for ( ; i < 4; i += 2 - includeWidth ) {
+		which = cssExpand[ i ];
+		attrs[ "margin" + which ] = attrs[ "padding" + which ] = type;
+	}
+
+	if ( includeWidth ) {
+		attrs.opacity = attrs.width = type;
+	}
+
+	return attrs;
+}
+
+function createTween( value, prop, animation ) {
+	var tween,
+		collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ),
+		index = 0,
+		length = collection.length;
+	for ( ; index < length; index++ ) {
+		if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) {
+
+			// We're done with this property
+			return tween;
+		}
+	}
+}
+
+function defaultPrefilter( elem, props, opts ) {
+	var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display,
+		isBox = "width" in props || "height" in props,
+		anim = this,
+		orig = {},
+		style = elem.style,
+		hidden = elem.nodeType && isHiddenWithinTree( elem ),
+		dataShow = dataPriv.get( elem, "fxshow" );
+
+	// Queue-skipping animations hijack the fx hooks
+	if ( !opts.queue ) {
+		hooks = jQuery._queueHooks( elem, "fx" );
+		if ( hooks.unqueued == null ) {
+			hooks.unqueued = 0;
+			oldfire = hooks.empty.fire;
+			hooks.empty.fire = function() {
+				if ( !hooks.unqueued ) {
+					oldfire();
+				}
+			};
+		}
+		hooks.unqueued++;
+
+		anim.always( function() {
+
+			// Ensure the complete handler is called before this completes
+			anim.always( function() {
+				hooks.unqueued--;
+				if ( !jQuery.queue( elem, "fx" ).length ) {
+					hooks.empty.fire();
+				}
+			} );
+		} );
+	}
+
+	// Detect show/hide animations
+	for ( prop in props ) {
+		value = props[ prop ];
+		if ( rfxtypes.test( value ) ) {
+			delete props[ prop ];
+			toggle = toggle || value === "toggle";
+			if ( value === ( hidden ? "hide" : "show" ) ) {
+
+				// Pretend to be hidden if this is a "show" and
+				// there is still data from a stopped show/hide
+				if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) {
+					hidden = true;
+
+				// Ignore all other no-op show/hide data
+				} else {
+					continue;
+				}
+			}
+			orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop );
+		}
+	}
+
+	// Bail out if this is a no-op like .hide().hide()
+	propTween = !jQuery.isEmptyObject( props );
+	if ( !propTween && jQuery.isEmptyObject( orig ) ) {
+		return;
+	}
+
+	// Restrict "overflow" and "display" styles during box animations
+	if ( isBox && elem.nodeType === 1 ) {
+
+		// Support: IE <=9 - 11, Edge 12 - 15
+		// Record all 3 overflow attributes because IE does not infer the shorthand
+		// from identically-valued overflowX and overflowY and Edge just mirrors
+		// the overflowX value there.
+		opts.overflow = [ style.overflow, style.overflowX, style.overflowY ];
+
+		// Identify a display type, preferring old show/hide data over the CSS cascade
+		restoreDisplay = dataShow && dataShow.display;
+		if ( restoreDisplay == null ) {
+			restoreDisplay = dataPriv.get( elem, "display" );
+		}
+		display = jQuery.css( elem, "display" );
+		if ( display === "none" ) {
+			if ( restoreDisplay ) {
+				display = restoreDisplay;
+			} else {
+
+				// Get nonempty value(s) by temporarily forcing visibility
+				showHide( [ elem ], true );
+				restoreDisplay = elem.style.display || restoreDisplay;
+				display = jQuery.css( elem, "display" );
+				showHide( [ elem ] );
+			}
+		}
+
+		// Animate inline elements as inline-block
+		if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) {
+			if ( jQuery.css( elem, "float" ) === "none" ) {
+
+				// Restore the original display value at the end of pure show/hide animations
+				if ( !propTween ) {
+					anim.done( function() {
+						style.display = restoreDisplay;
+					} );
+					if ( restoreDisplay == null ) {
+						display = style.display;
+						restoreDisplay = display === "none" ? "" : display;
+					}
+				}
+				style.display = "inline-block";
+			}
+		}
+	}
+
+	if ( opts.overflow ) {
+		style.overflow = "hidden";
+		anim.always( function() {
+			style.overflow = opts.overflow[ 0 ];
+			style.overflowX = opts.overflow[ 1 ];
+			style.overflowY = opts.overflow[ 2 ];
+		} );
+	}
+
+	// Implement show/hide animations
+	propTween = false;
+	for ( prop in orig ) {
+
+		// General show/hide setup for this element animation
+		if ( !propTween ) {
+			if ( dataShow ) {
+				if ( "hidden" in dataShow ) {
+					hidden = dataShow.hidden;
+				}
+			} else {
+				dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } );
+			}
+
+			// Store hidden/visible for toggle so `.stop().toggle()` "reverses"
+			if ( toggle ) {
+				dataShow.hidden = !hidden;
+			}
+
+			// Show elements before animating them
+			if ( hidden ) {
+				showHide( [ elem ], true );
+			}
+
+			/* eslint-disable no-loop-func */
+
+			anim.done( function() {
+
+			/* eslint-enable no-loop-func */
+
+				// The final step of a "hide" animation is actually hiding the element
+				if ( !hidden ) {
+					showHide( [ elem ] );
+				}
+				dataPriv.remove( elem, "fxshow" );
+				for ( prop in orig ) {
+					jQuery.style( elem, prop, orig[ prop ] );
+				}
+			} );
+		}
+
+		// Per-property setup
+		propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim );
+		if ( !( prop in dataShow ) ) {
+			dataShow[ prop ] = propTween.start;
+			if ( hidden ) {
+				propTween.end = propTween.start;
+				propTween.start = 0;
+			}
+		}
+	}
+}
+
+function propFilter( props, specialEasing ) {
+	var index, name, easing, value, hooks;
+
+	// camelCase, specialEasing and expand cssHook pass
+	for ( index in props ) {
+		name = camelCase( index );
+		easing = specialEasing[ name ];
+		value = props[ index ];
+		if ( Array.isArray( value ) ) {
+			easing = value[ 1 ];
+			value = props[ index ] = value[ 0 ];
+		}
+
+		if ( index !== name ) {
+			props[ name ] = value;
+			delete props[ index ];
+		}
+
+		hooks = jQuery.cssHooks[ name ];
+		if ( hooks && "expand" in hooks ) {
+			value = hooks.expand( value );
+			delete props[ name ];
+
+			// Not quite $.extend, this won't overwrite existing keys.
+			// Reusing 'index' because we have the correct "name"
+			for ( index in value ) {
+				if ( !( index in props ) ) {
+					props[ index ] = value[ index ];
+					specialEasing[ index ] = easing;
+				}
+			}
+		} else {
+			specialEasing[ name ] = easing;
+		}
+	}
+}
+
+function Animation( elem, properties, options ) {
+	var result,
+		stopped,
+		index = 0,
+		length = Animation.prefilters.length,
+		deferred = jQuery.Deferred().always( function() {
+
+			// Don't match elem in the :animated selector
+			delete tick.elem;
+		} ),
+		tick = function() {
+			if ( stopped ) {
+				return false;
+			}
+			var currentTime = fxNow || createFxNow(),
+				remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ),
+
+				// Support: Android 2.3 only
+				// Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497)
+				temp = remaining / animation.duration || 0,
+				percent = 1 - temp,
+				index = 0,
+				length = animation.tweens.length;
+
+			for ( ; index < length; index++ ) {
+				animation.tweens[ index ].run( percent );
+			}
+
+			deferred.notifyWith( elem, [ animation, percent, remaining ] );
+
+			// If there's more to do, yield
+			if ( percent < 1 && length ) {
+				return remaining;
+			}
+
+			// If this was an empty animation, synthesize a final progress notification
+			if ( !length ) {
+				deferred.notifyWith( elem, [ animation, 1, 0 ] );
+			}
+
+			// Resolve the animation and report its conclusion
+			deferred.resolveWith( elem, [ animation ] );
+			return false;
+		},
+		animation = deferred.promise( {
+			elem: elem,
+			props: jQuery.extend( {}, properties ),
+			opts: jQuery.extend( true, {
+				specialEasing: {},
+				easing: jQuery.easing._default
+			}, options ),
+			originalProperties: properties,
+			originalOptions: options,
+			startTime: fxNow || createFxNow(),
+			duration: options.duration,
+			tweens: [],
+			createTween: function( prop, end ) {
+				var tween = jQuery.Tween( elem, animation.opts, prop, end,
+						animation.opts.specialEasing[ prop ] || animation.opts.easing );
+				animation.tweens.push( tween );
+				return tween;
+			},
+			stop: function( gotoEnd ) {
+				var index = 0,
+
+					// If we are going to the end, we want to run all the tweens
+					// otherwise we skip this part
+					length = gotoEnd ? animation.tweens.length : 0;
+				if ( stopped ) {
+					return this;
+				}
+				stopped = true;
+				for ( ; index < length; index++ ) {
+					animation.tweens[ index ].run( 1 );
+				}
+
+				// Resolve when we played the last frame; otherwise, reject
+				if ( gotoEnd ) {
+					deferred.notifyWith( elem, [ animation, 1, 0 ] );
+					deferred.resolveWith( elem, [ animation, gotoEnd ] );
+				} else {
+					deferred.rejectWith( elem, [ animation, gotoEnd ] );
+				}
+				return this;
+			}
+		} ),
+		props = animation.props;
+
+	propFilter( props, animation.opts.specialEasing );
+
+	for ( ; index < length; index++ ) {
+		result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts );
+		if ( result ) {
+			if ( isFunction( result.stop ) ) {
+				jQuery._queueHooks( animation.elem, animation.opts.queue ).stop =
+					result.stop.bind( result );
+			}
+			return result;
+		}
+	}
+
+	jQuery.map( props, createTween, animation );
+
+	if ( isFunction( animation.opts.start ) ) {
+		animation.opts.start.call( elem, animation );
+	}
+
+	// Attach callbacks from options
+	animation
+		.progress( animation.opts.progress )
+		.done( animation.opts.done, animation.opts.complete )
+		.fail( animation.opts.fail )
+		.always( animation.opts.always );
+
+	jQuery.fx.timer(
+		jQuery.extend( tick, {
+			elem: elem,
+			anim: animation,
+			queue: animation.opts.queue
+		} )
+	);
+
+	return animation;
+}
+
+jQuery.Animation = jQuery.extend( Animation, {
+
+	tweeners: {
+		"*": [ function( prop, value ) {
+			var tween = this.createTween( prop, value );
+			adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween );
+			return tween;
+		} ]
+	},
+
+	tweener: function( props, callback ) {
+		if ( isFunction( props ) ) {
+			callback = props;
+			props = [ "*" ];
+		} else {
+			props = props.match( rnothtmlwhite );
+		}
+
+		var prop,
+			index = 0,
+			length = props.length;
+
+		for ( ; index < length; index++ ) {
+			prop = props[ index ];
+			Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || [];
+			Animation.tweeners[ prop ].unshift( callback );
+		}
+	},
+
+	prefilters: [ defaultPrefilter ],
+
+	prefilter: function( callback, prepend ) {
+		if ( prepend ) {
+			Animation.prefilters.unshift( callback );
+		} else {
+			Animation.prefilters.push( callback );
+		}
+	}
+} );
+
+jQuery.speed = function( speed, easing, fn ) {
+	var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : {
+		complete: fn || !fn && easing ||
+			isFunction( speed ) && speed,
+		duration: speed,
+		easing: fn && easing || easing && !isFunction( easing ) && easing
+	};
+
+	// Go to the end state if fx are off
+	if ( jQuery.fx.off ) {
+		opt.duration = 0;
+
+	} else {
+		if ( typeof opt.duration !== "number" ) {
+			if ( opt.duration in jQuery.fx.speeds ) {
+				opt.duration = jQuery.fx.speeds[ opt.duration ];
+
+			} else {
+				opt.duration = jQuery.fx.speeds._default;
+			}
+		}
+	}
+
+	// Normalize opt.queue - true/undefined/null -> "fx"
+	if ( opt.queue == null || opt.queue === true ) {
+		opt.queue = "fx";
+	}
+
+	// Queueing
+	opt.old = opt.complete;
+
+	opt.complete = function() {
+		if ( isFunction( opt.old ) ) {
+			opt.old.call( this );
+		}
+
+		if ( opt.queue ) {
+			jQuery.dequeue( this, opt.queue );
+		}
+	};
+
+	return opt;
+};
+
+jQuery.fn.extend( {
+	fadeTo: function( speed, to, easing, callback ) {
+
+		// Show any hidden elements after setting opacity to 0
+		return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show()
+
+			// Animate to the value specified
+			.end().animate( { opacity: to }, speed, easing, callback );
+	},
+	animate: function( prop, speed, easing, callback ) {
+		var empty = jQuery.isEmptyObject( prop ),
+			optall = jQuery.speed( speed, easing, callback ),
+			doAnimation = function() {
+
+				// Operate on a copy of prop so per-property easing won't be lost
+				var anim = Animation( this, jQuery.extend( {}, prop ), optall );
+
+				// Empty animations, or finishing resolves immediately
+				if ( empty || dataPriv.get( this, "finish" ) ) {
+					anim.stop( true );
+				}
+			};
+			doAnimation.finish = doAnimation;
+
+		return empty || optall.queue === false ?
+			this.each( doAnimation ) :
+			this.queue( optall.queue, doAnimation );
+	},
+	stop: function( type, clearQueue, gotoEnd ) {
+		var stopQueue = function( hooks ) {
+			var stop = hooks.stop;
+			delete hooks.stop;
+			stop( gotoEnd );
+		};
+
+		if ( typeof type !== "string" ) {
+			gotoEnd = clearQueue;
+			clearQueue = type;
+			type = undefined;
+		}
+		if ( clearQueue ) {
+			this.queue( type || "fx", [] );
+		}
+
+		return this.each( function() {
+			var dequeue = true,
+				index = type != null && type + "queueHooks",
+				timers = jQuery.timers,
+				data = dataPriv.get( this );
+
+			if ( index ) {
+				if ( data[ index ] && data[ index ].stop ) {
+					stopQueue( data[ index ] );
+				}
+			} else {
+				for ( index in data ) {
+					if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) {
+						stopQueue( data[ index ] );
+					}
+				}
+			}
+
+			for ( index = timers.length; index--; ) {
+				if ( timers[ index ].elem === this &&
+					( type == null || timers[ index ].queue === type ) ) {
+
+					timers[ index ].anim.stop( gotoEnd );
+					dequeue = false;
+					timers.splice( index, 1 );
+				}
+			}
+
+			// Start the next in the queue if the last step wasn't forced.
+			// Timers currently will call their complete callbacks, which
+			// will dequeue but only if they were gotoEnd.
+			if ( dequeue || !gotoEnd ) {
+				jQuery.dequeue( this, type );
+			}
+		} );
+	},
+	finish: function( type ) {
+		if ( type !== false ) {
+			type = type || "fx";
+		}
+		return this.each( function() {
+			var index,
+				data = dataPriv.get( this ),
+				queue = data[ type + "queue" ],
+				hooks = data[ type + "queueHooks" ],
+				timers = jQuery.timers,
+				length = queue ? queue.length : 0;
+
+			// Enable finishing flag on private data
+			data.finish = true;
+
+			// Empty the queue first
+			jQuery.queue( this, type, [] );
+
+			if ( hooks && hooks.stop ) {
+				hooks.stop.call( this, true );
+			}
+
+			// Look for any active animations, and finish them
+			for ( index = timers.length; index--; ) {
+				if ( timers[ index ].elem === this && timers[ index ].queue === type ) {
+					timers[ index ].anim.stop( true );
+					timers.splice( index, 1 );
+				}
+			}
+
+			// Look for any animations in the old queue and finish them
+			for ( index = 0; index < length; index++ ) {
+				if ( queue[ index ] && queue[ index ].finish ) {
+					queue[ index ].finish.call( this );
+				}
+			}
+
+			// Turn off finishing flag
+			delete data.finish;
+		} );
+	}
+} );
+
+jQuery.each( [ "toggle", "show", "hide" ], function( _i, name ) {
+	var cssFn = jQuery.fn[ name ];
+	jQuery.fn[ name ] = function( speed, easing, callback ) {
+		return speed == null || typeof speed === "boolean" ?
+			cssFn.apply( this, arguments ) :
+			this.animate( genFx( name, true ), speed, easing, callback );
+	};
+} );
+
+// Generate shortcuts for custom animations
+jQuery.each( {
+	slideDown: genFx( "show" ),
+	slideUp: genFx( "hide" ),
+	slideToggle: genFx( "toggle" ),
+	fadeIn: { opacity: "show" },
+	fadeOut: { opacity: "hide" },
+	fadeToggle: { opacity: "toggle" }
+}, function( name, props ) {
+	jQuery.fn[ name ] = function( speed, easing, callback ) {
+		return this.animate( props, speed, easing, callback );
+	};
+} );
+
+jQuery.timers = [];
+jQuery.fx.tick = function() {
+	var timer,
+		i = 0,
+		timers = jQuery.timers;
+
+	fxNow = Date.now();
+
+	for ( ; i < timers.length; i++ ) {
+		timer = timers[ i ];
+
+		// Run the timer and safely remove it when done (allowing for external removal)
+		if ( !timer() && timers[ i ] === timer ) {
+			timers.splice( i--, 1 );
+		}
+	}
+
+	if ( !timers.length ) {
+		jQuery.fx.stop();
+	}
+	fxNow = undefined;
+};
+
+jQuery.fx.timer = function( timer ) {
+	jQuery.timers.push( timer );
+	jQuery.fx.start();
+};
+
+jQuery.fx.interval = 13;
+jQuery.fx.start = function() {
+	if ( inProgress ) {
+		return;
+	}
+
+	inProgress = true;
+	schedule();
+};
+
+jQuery.fx.stop = function() {
+	inProgress = null;
+};
+
+jQuery.fx.speeds = {
+	slow: 600,
+	fast: 200,
+
+	// Default speed
+	_default: 400
+};
+
+
+// Based off of the plugin by Clint Helfers, with permission.
+// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/
+jQuery.fn.delay = function( time, type ) {
+	time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time;
+	type = type || "fx";
+
+	return this.queue( type, function( next, hooks ) {
+		var timeout = window.setTimeout( next, time );
+		hooks.stop = function() {
+			window.clearTimeout( timeout );
+		};
+	} );
+};
+
+
+( function() {
+	var input = document.createElement( "input" ),
+		select = document.createElement( "select" ),
+		opt = select.appendChild( document.createElement( "option" ) );
+
+	input.type = "checkbox";
+
+	// Support: Android <=4.3 only
+	// Default value for a checkbox should be "on"
+	support.checkOn = input.value !== "";
+
+	// Support: IE <=11 only
+	// Must access selectedIndex to make default options select
+	support.optSelected = opt.selected;
+
+	// Support: IE <=11 only
+	// An input loses its value after becoming a radio
+	input = document.createElement( "input" );
+	input.value = "t";
+	input.type = "radio";
+	support.radioValue = input.value === "t";
+} )();
+
+
+var boolHook,
+	attrHandle = jQuery.expr.attrHandle;
+
+jQuery.fn.extend( {
+	attr: function( name, value ) {
+		return access( this, jQuery.attr, name, value, arguments.length > 1 );
+	},
+
+	removeAttr: function( name ) {
+		return this.each( function() {
+			jQuery.removeAttr( this, name );
+		} );
+	}
+} );
+
+jQuery.extend( {
+	attr: function( elem, name, value ) {
+		var ret, hooks,
+			nType = elem.nodeType;
+
+		// Don't get/set attributes on text, comment and attribute nodes
+		if ( nType === 3 || nType === 8 || nType === 2 ) {
+			return;
+		}
+
+		// Fallback to prop when attributes are not supported
+		if ( typeof elem.getAttribute === "undefined" ) {
+			return jQuery.prop( elem, name, value );
+		}
+
+		// Attribute hooks are determined by the lowercase version
+		// Grab necessary hook if one is defined
+		if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) {
+			hooks = jQuery.attrHooks[ name.toLowerCase() ] ||
+				( jQuery.expr.match.bool.test( name ) ? boolHook : undefined );
+		}
+
+		if ( value !== undefined ) {
+			if ( value === null ) {
+				jQuery.removeAttr( elem, name );
+				return;
+			}
+
+			if ( hooks && "set" in hooks &&
+				( ret = hooks.set( elem, value, name ) ) !== undefined ) {
+				return ret;
+			}
+
+			elem.setAttribute( name, value + "" );
+			return value;
+		}
+
+		if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) {
+			return ret;
+		}
+
+		ret = jQuery.find.attr( elem, name );
+
+		// Non-existent attributes return null, we normalize to undefined
+		return ret == null ? undefined : ret;
+	},
+
+	attrHooks: {
+		type: {
+			set: function( elem, value ) {
+				if ( !support.radioValue && value === "radio" &&
+					nodeName( elem, "input" ) ) {
+					var val = elem.value;
+					elem.setAttribute( "type", value );
+					if ( val ) {
+						elem.value = val;
+					}
+					return value;
+				}
+			}
+		}
+	},
+
+	removeAttr: function( elem, value ) {
+		var name,
+			i = 0,
+
+			// Attribute names can contain non-HTML whitespace characters
+			// https://html.spec.whatwg.org/multipage/syntax.html#attributes-2
+			attrNames = value && value.match( rnothtmlwhite );
+
+		if ( attrNames && elem.nodeType === 1 ) {
+			while ( ( name = attrNames[ i++ ] ) ) {
+				elem.removeAttribute( name );
+			}
+		}
+	}
+} );
+
+// Hooks for boolean attributes
+boolHook = {
+	set: function( elem, value, name ) {
+		if ( value === false ) {
+
+			// Remove boolean attributes when set to false
+			jQuery.removeAttr( elem, name );
+		} else {
+			elem.setAttribute( name, name );
+		}
+		return name;
+	}
+};
+
+jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( _i, name ) {
+	var getter = attrHandle[ name ] || jQuery.find.attr;
+
+	attrHandle[ name ] = function( elem, name, isXML ) {
+		var ret, handle,
+			lowercaseName = name.toLowerCase();
+
+		if ( !isXML ) {
+
+			// Avoid an infinite loop by temporarily removing this function from the getter
+			handle = attrHandle[ lowercaseName ];
+			attrHandle[ lowercaseName ] = ret;
+			ret = getter( elem, name, isXML ) != null ?
+				lowercaseName :
+				null;
+			attrHandle[ lowercaseName ] = handle;
+		}
+		return ret;
+	};
+} );
+
+
+
+
+var rfocusable = /^(?:input|select|textarea|button)$/i,
+	rclickable = /^(?:a|area)$/i;
+
+jQuery.fn.extend( {
+	prop: function( name, value ) {
+		return access( this, jQuery.prop, name, value, arguments.length > 1 );
+	},
+
+	removeProp: function( name ) {
+		return this.each( function() {
+			delete this[ jQuery.propFix[ name ] || name ];
+		} );
+	}
+} );
+
+jQuery.extend( {
+	prop: function( elem, name, value ) {
+		var ret, hooks,
+			nType = elem.nodeType;
+
+		// Don't get/set properties on text, comment and attribute nodes
+		if ( nType === 3 || nType === 8 || nType === 2 ) {
+			return;
+		}
+
+		if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) {
+
+			// Fix name and attach hooks
+			name = jQuery.propFix[ name ] || name;
+			hooks = jQuery.propHooks[ name ];
+		}
+
+		if ( value !== undefined ) {
+			if ( hooks && "set" in hooks &&
+				( ret = hooks.set( elem, value, name ) ) !== undefined ) {
+				return ret;
+			}
+
+			return ( elem[ name ] = value );
+		}
+
+		if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) {
+			return ret;
+		}
+
+		return elem[ name ];
+	},
+
+	propHooks: {
+		tabIndex: {
+			get: function( elem ) {
+
+				// Support: IE <=9 - 11 only
+				// elem.tabIndex doesn't always return the
+				// correct value when it hasn't been explicitly set
+				// https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/
+				// Use proper attribute retrieval(#12072)
+				var tabindex = jQuery.find.attr( elem, "tabindex" );
+
+				if ( tabindex ) {
+					return parseInt( tabindex, 10 );
+				}
+
+				if (
+					rfocusable.test( elem.nodeName ) ||
+					rclickable.test( elem.nodeName ) &&
+					elem.href
+				) {
+					return 0;
+				}
+
+				return -1;
+			}
+		}
+	},
+
+	propFix: {
+		"for": "htmlFor",
+		"class": "className"
+	}
+} );
+
+// Support: IE <=11 only
+// Accessing the selectedIndex property
+// forces the browser to respect setting selected
+// on the option
+// The getter ensures a default option is selected
+// when in an optgroup
+// eslint rule "no-unused-expressions" is disabled for this code
+// since it considers such accessions noop
+if ( !support.optSelected ) {
+	jQuery.propHooks.selected = {
+		get: function( elem ) {
+
+			/* eslint no-unused-expressions: "off" */
+
+			var parent = elem.parentNode;
+			if ( parent && parent.parentNode ) {
+				parent.parentNode.selectedIndex;
+			}
+			return null;
+		},
+		set: function( elem ) {
+
+			/* eslint no-unused-expressions: "off" */
+
+			var parent = elem.parentNode;
+			if ( parent ) {
+				parent.selectedIndex;
+
+				if ( parent.parentNode ) {
+					parent.parentNode.selectedIndex;
+				}
+			}
+		}
+	};
+}
+
+jQuery.each( [
+	"tabIndex",
+	"readOnly",
+	"maxLength",
+	"cellSpacing",
+	"cellPadding",
+	"rowSpan",
+	"colSpan",
+	"useMap",
+	"frameBorder",
+	"contentEditable"
+], function() {
+	jQuery.propFix[ this.toLowerCase() ] = this;
+} );
+
+
+
+
+	// Strip and collapse whitespace according to HTML spec
+	// https://infra.spec.whatwg.org/#strip-and-collapse-ascii-whitespace
+	function stripAndCollapse( value ) {
+		var tokens = value.match( rnothtmlwhite ) || [];
+		return tokens.join( " " );
+	}
+
+
+function getClass( elem ) {
+	return elem.getAttribute && elem.getAttribute( "class" ) || "";
+}
+
+function classesToArray( value ) {
+	if ( Array.isArray( value ) ) {
+		return value;
+	}
+	if ( typeof value === "string" ) {
+		return value.match( rnothtmlwhite ) || [];
+	}
+	return [];
+}
+
+jQuery.fn.extend( {
+	addClass: function( value ) {
+		var classes, elem, cur, curValue, clazz, j, finalValue,
+			i = 0;
+
+		if ( isFunction( value ) ) {
+			return this.each( function( j ) {
+				jQuery( this ).addClass( value.call( this, j, getClass( this ) ) );
+			} );
+		}
+
+		classes = classesToArray( value );
+
+		if ( classes.length ) {
+			while ( ( elem = this[ i++ ] ) ) {
+				curValue = getClass( elem );
+				cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " );
+
+				if ( cur ) {
+					j = 0;
+					while ( ( clazz = classes[ j++ ] ) ) {
+						if ( cur.indexOf( " " + clazz + " " ) < 0 ) {
+							cur += clazz + " ";
+						}
+					}
+
+					// Only assign if different to avoid unneeded rendering.
+					finalValue = stripAndCollapse( cur );
+					if ( curValue !== finalValue ) {
+						elem.setAttribute( "class", finalValue );
+					}
+				}
+			}
+		}
+
+		return this;
+	},
+
+	removeClass: function( value ) {
+		var classes, elem, cur, curValue, clazz, j, finalValue,
+			i = 0;
+
+		if ( isFunction( value ) ) {
+			return this.each( function( j ) {
+				jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) );
+			} );
+		}
+
+		if ( !arguments.length ) {
+			return this.attr( "class", "" );
+		}
+
+		classes = classesToArray( value );
+
+		if ( classes.length ) {
+			while ( ( elem = this[ i++ ] ) ) {
+				curValue = getClass( elem );
+
+				// This expression is here for better compressibility (see addClass)
+				cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " );
+
+				if ( cur ) {
+					j = 0;
+					while ( ( clazz = classes[ j++ ] ) ) {
+
+						// Remove *all* instances
+						while ( cur.indexOf( " " + clazz + " " ) > -1 ) {
+							cur = cur.replace( " " + clazz + " ", " " );
+						}
+					}
+
+					// Only assign if different to avoid unneeded rendering.
+					finalValue = stripAndCollapse( cur );
+					if ( curValue !== finalValue ) {
+						elem.setAttribute( "class", finalValue );
+					}
+				}
+			}
+		}
+
+		return this;
+	},
+
+	toggleClass: function( value, stateVal ) {
+		var type = typeof value,
+			isValidValue = type === "string" || Array.isArray( value );
+
+		if ( typeof stateVal === "boolean" && isValidValue ) {
+			return stateVal ? this.addClass( value ) : this.removeClass( value );
+		}
+
+		if ( isFunction( value ) ) {
+			return this.each( function( i ) {
+				jQuery( this ).toggleClass(
+					value.call( this, i, getClass( this ), stateVal ),
+					stateVal
+				);
+			} );
+		}
+
+		return this.each( function() {
+			var className, i, self, classNames;
+
+			if ( isValidValue ) {
+
+				// Toggle individual class names
+				i = 0;
+				self = jQuery( this );
+				classNames = classesToArray( value );
+
+				while ( ( className = classNames[ i++ ] ) ) {
+
+					// Check each className given, space separated list
+					if ( self.hasClass( className ) ) {
+						self.removeClass( className );
+					} else {
+						self.addClass( className );
+					}
+				}
+
+			// Toggle whole class name
+			} else if ( value === undefined || type === "boolean" ) {
+				className = getClass( this );
+				if ( className ) {
+
+					// Store className if set
+					dataPriv.set( this, "__className__", className );
+				}
+
+				// If the element has a class name or if we're passed `false`,
+				// then remove the whole classname (if there was one, the above saved it).
+				// Otherwise bring back whatever was previously saved (if anything),
+				// falling back to the empty string if nothing was stored.
+				if ( this.setAttribute ) {
+					this.setAttribute( "class",
+						className || value === false ?
+						"" :
+						dataPriv.get( this, "__className__" ) || ""
+					);
+				}
+			}
+		} );
+	},
+
+	hasClass: function( selector ) {
+		var className, elem,
+			i = 0;
+
+		className = " " + selector + " ";
+		while ( ( elem = this[ i++ ] ) ) {
+			if ( elem.nodeType === 1 &&
+				( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) {
+					return true;
+			}
+		}
+
+		return false;
+	}
+} );
+
+
+
+
+var rreturn = /\r/g;
+
+jQuery.fn.extend( {
+	val: function( value ) {
+		var hooks, ret, valueIsFunction,
+			elem = this[ 0 ];
+
+		if ( !arguments.length ) {
+			if ( elem ) {
+				hooks = jQuery.valHooks[ elem.type ] ||
+					jQuery.valHooks[ elem.nodeName.toLowerCase() ];
+
+				if ( hooks &&
+					"get" in hooks &&
+					( ret = hooks.get( elem, "value" ) ) !== undefined
+				) {
+					return ret;
+				}
+
+				ret = elem.value;
+
+				// Handle most common string cases
+				if ( typeof ret === "string" ) {
+					return ret.replace( rreturn, "" );
+				}
+
+				// Handle cases where value is null/undef or number
+				return ret == null ? "" : ret;
+			}
+
+			return;
+		}
+
+		valueIsFunction = isFunction( value );
+
+		return this.each( function( i ) {
+			var val;
+
+			if ( this.nodeType !== 1 ) {
+				return;
+			}
+
+			if ( valueIsFunction ) {
+				val = value.call( this, i, jQuery( this ).val() );
+			} else {
+				val = value;
+			}
+
+			// Treat null/undefined as ""; convert numbers to string
+			if ( val == null ) {
+				val = "";
+
+			} else if ( typeof val === "number" ) {
+				val += "";
+
+			} else if ( Array.isArray( val ) ) {
+				val = jQuery.map( val, function( value ) {
+					return value == null ? "" : value + "";
+				} );
+			}
+
+			hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ];
+
+			// If set returns undefined, fall back to normal setting
+			if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) {
+				this.value = val;
+			}
+		} );
+	}
+} );
+
+jQuery.extend( {
+	valHooks: {
+		option: {
+			get: function( elem ) {
+
+				var val = jQuery.find.attr( elem, "value" );
+				return val != null ?
+					val :
+
+					// Support: IE <=10 - 11 only
+					// option.text throws exceptions (#14686, #14858)
+					// Strip and collapse whitespace
+					// https://html.spec.whatwg.org/#strip-and-collapse-whitespace
+					stripAndCollapse( jQuery.text( elem ) );
+			}
+		},
+		select: {
+			get: function( elem ) {
+				var value, option, i,
+					options = elem.options,
+					index = elem.selectedIndex,
+					one = elem.type === "select-one",
+					values = one ? null : [],
+					max = one ? index + 1 : options.length;
+
+				if ( index < 0 ) {
+					i = max;
+
+				} else {
+					i = one ? index : 0;
+				}
+
+				// Loop through all the selected options
+				for ( ; i < max; i++ ) {
+					option = options[ i ];
+
+					// Support: IE <=9 only
+					// IE8-9 doesn't update selected after form reset (#2551)
+					if ( ( option.selected || i === index ) &&
+
+							// Don't return options that are disabled or in a disabled optgroup
+							!option.disabled &&
+							( !option.parentNode.disabled ||
+								!nodeName( option.parentNode, "optgroup" ) ) ) {
+
+						// Get the specific value for the option
+						value = jQuery( option ).val();
+
+						// We don't need an array for one selects
+						if ( one ) {
+							return value;
+						}
+
+						// Multi-Selects return an array
+						values.push( value );
+					}
+				}
+
+				return values;
+			},
+
+			set: function( elem, value ) {
+				var optionSet, option,
+					options = elem.options,
+					values = jQuery.makeArray( value ),
+					i = options.length;
+
+				while ( i-- ) {
+					option = options[ i ];
+
+					/* eslint-disable no-cond-assign */
+
+					if ( option.selected =
+						jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1
+					) {
+						optionSet = true;
+					}
+
+					/* eslint-enable no-cond-assign */
+				}
+
+				// Force browsers to behave consistently when non-matching value is set
+				if ( !optionSet ) {
+					elem.selectedIndex = -1;
+				}
+				return values;
+			}
+		}
+	}
+} );
+
+// Radios and checkboxes getter/setter
+jQuery.each( [ "radio", "checkbox" ], function() {
+	jQuery.valHooks[ this ] = {
+		set: function( elem, value ) {
+			if ( Array.isArray( value ) ) {
+				return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 );
+			}
+		}
+	};
+	if ( !support.checkOn ) {
+		jQuery.valHooks[ this ].get = function( elem ) {
+			return elem.getAttribute( "value" ) === null ? "on" : elem.value;
+		};
+	}
+} );
+
+
+
+
+// Return jQuery for attributes-only inclusion
+
+
+support.focusin = "onfocusin" in window;
+
+
+var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/,
+	stopPropagationCallback = function( e ) {
+		e.stopPropagation();
+	};
+
+jQuery.extend( jQuery.event, {
+
+	trigger: function( event, data, elem, onlyHandlers ) {
+
+		var i, cur, tmp, bubbleType, ontype, handle, special, lastElement,
+			eventPath = [ elem || document ],
+			type = hasOwn.call( event, "type" ) ? event.type : event,
+			namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : [];
+
+		cur = lastElement = tmp = elem = elem || document;
+
+		// Don't do events on text and comment nodes
+		if ( elem.nodeType === 3 || elem.nodeType === 8 ) {
+			return;
+		}
+
+		// focus/blur morphs to focusin/out; ensure we're not firing them right now
+		if ( rfocusMorph.test( type + jQuery.event.triggered ) ) {
+			return;
+		}
+
+		if ( type.indexOf( "." ) > -1 ) {
+
+			// Namespaced trigger; create a regexp to match event type in handle()
+			namespaces = type.split( "." );
+			type = namespaces.shift();
+			namespaces.sort();
+		}
+		ontype = type.indexOf( ":" ) < 0 && "on" + type;
+
+		// Caller can pass in a jQuery.Event object, Object, or just an event type string
+		event = event[ jQuery.expando ] ?
+			event :
+			new jQuery.Event( type, typeof event === "object" && event );
+
+		// Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true)
+		event.isTrigger = onlyHandlers ? 2 : 3;
+		event.namespace = namespaces.join( "." );
+		event.rnamespace = event.namespace ?
+			new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) :
+			null;
+
+		// Clean up the event in case it is being reused
+		event.result = undefined;
+		if ( !event.target ) {
+			event.target = elem;
+		}
+
+		// Clone any incoming data and prepend the event, creating the handler arg list
+		data = data == null ?
+			[ event ] :
+			jQuery.makeArray( data, [ event ] );
+
+		// Allow special events to draw outside the lines
+		special = jQuery.event.special[ type ] || {};
+		if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) {
+			return;
+		}
+
+		// Determine event propagation path in advance, per W3C events spec (#9951)
+		// Bubble up to document, then to window; watch for a global ownerDocument var (#9724)
+		if ( !onlyHandlers && !special.noBubble && !isWindow( elem ) ) {
+
+			bubbleType = special.delegateType || type;
+			if ( !rfocusMorph.test( bubbleType + type ) ) {
+				cur = cur.parentNode;
+			}
+			for ( ; cur; cur = cur.parentNode ) {
+				eventPath.push( cur );
+				tmp = cur;
+			}
+
+			// Only add window if we got to document (e.g., not plain obj or detached DOM)
+			if ( tmp === ( elem.ownerDocument || document ) ) {
+				eventPath.push( tmp.defaultView || tmp.parentWindow || window );
+			}
+		}
+
+		// Fire handlers on the event path
+		i = 0;
+		while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) {
+			lastElement = cur;
+			event.type = i > 1 ?
+				bubbleType :
+				special.bindType || type;
+
+			// jQuery handler
+			handle = (
+					dataPriv.get( cur, "events" ) || Object.create( null )
+				)[ event.type ] &&
+				dataPriv.get( cur, "handle" );
+			if ( handle ) {
+				handle.apply( cur, data );
+			}
+
+			// Native handler
+			handle = ontype && cur[ ontype ];
+			if ( handle && handle.apply && acceptData( cur ) ) {
+				event.result = handle.apply( cur, data );
+				if ( event.result === false ) {
+					event.preventDefault();
+				}
+			}
+		}
+		event.type = type;
+
+		// If nobody prevented the default action, do it now
+		if ( !onlyHandlers && !event.isDefaultPrevented() ) {
+
+			if ( ( !special._default ||
+				special._default.apply( eventPath.pop(), data ) === false ) &&
+				acceptData( elem ) ) {
+
+				// Call a native DOM method on the target with the same name as the event.
+				// Don't do default actions on window, that's where global variables be (#6170)
+				if ( ontype && isFunction( elem[ type ] ) && !isWindow( elem ) ) {
+
+					// Don't re-trigger an onFOO event when we call its FOO() method
+					tmp = elem[ ontype ];
+
+					if ( tmp ) {
+						elem[ ontype ] = null;
+					}
+
+					// Prevent re-triggering of the same event, since we already bubbled it above
+					jQuery.event.triggered = type;
+
+					if ( event.isPropagationStopped() ) {
+						lastElement.addEventListener( type, stopPropagationCallback );
+					}
+
+					elem[ type ]();
+
+					if ( event.isPropagationStopped() ) {
+						lastElement.removeEventListener( type, stopPropagationCallback );
+					}
+
+					jQuery.event.triggered = undefined;
+
+					if ( tmp ) {
+						elem[ ontype ] = tmp;
+					}
+				}
+			}
+		}
+
+		return event.result;
+	},
+
+	// Piggyback on a donor event to simulate a different one
+	// Used only for `focus(in | out)` events
+	simulate: function( type, elem, event ) {
+		var e = jQuery.extend(
+			new jQuery.Event(),
+			event,
+			{
+				type: type,
+				isSimulated: true
+			}
+		);
+
+		jQuery.event.trigger( e, null, elem );
+	}
+
+} );
+
+jQuery.fn.extend( {
+
+	trigger: function( type, data ) {
+		return this.each( function() {
+			jQuery.event.trigger( type, data, this );
+		} );
+	},
+	triggerHandler: function( type, data ) {
+		var elem = this[ 0 ];
+		if ( elem ) {
+			return jQuery.event.trigger( type, data, elem, true );
+		}
+	}
+} );
+
+
+// Support: Firefox <=44
+// Firefox doesn't have focus(in | out) events
+// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787
+//
+// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1
+// focus(in | out) events fire after focus & blur events,
+// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order
+// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857
+if ( !support.focusin ) {
+	jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) {
+
+		// Attach a single capturing handler on the document while someone wants focusin/focusout
+		var handler = function( event ) {
+			jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) );
+		};
+
+		jQuery.event.special[ fix ] = {
+			setup: function() {
+
+				// Handle: regular nodes (via `this.ownerDocument`), window
+				// (via `this.document`) & document (via `this`).
+				var doc = this.ownerDocument || this.document || this,
+					attaches = dataPriv.access( doc, fix );
+
+				if ( !attaches ) {
+					doc.addEventListener( orig, handler, true );
+				}
+				dataPriv.access( doc, fix, ( attaches || 0 ) + 1 );
+			},
+			teardown: function() {
+				var doc = this.ownerDocument || this.document || this,
+					attaches = dataPriv.access( doc, fix ) - 1;
+
+				if ( !attaches ) {
+					doc.removeEventListener( orig, handler, true );
+					dataPriv.remove( doc, fix );
+
+				} else {
+					dataPriv.access( doc, fix, attaches );
+				}
+			}
+		};
+	} );
+}
+var location = window.location;
+
+var nonce = { guid: Date.now() };
+
+var rquery = ( /\?/ );
+
+
+
+// Cross-browser xml parsing
+jQuery.parseXML = function( data ) {
+	var xml;
+	if ( !data || typeof data !== "string" ) {
+		return null;
+	}
+
+	// Support: IE 9 - 11 only
+	// IE throws on parseFromString with invalid input.
+	try {
+		xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" );
+	} catch ( e ) {
+		xml = undefined;
+	}
+
+	if ( !xml || xml.getElementsByTagName( "parsererror" ).length ) {
+		jQuery.error( "Invalid XML: " + data );
+	}
+	return xml;
+};
+
+
+var
+	rbracket = /\[\]$/,
+	rCRLF = /\r?\n/g,
+	rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i,
+	rsubmittable = /^(?:input|select|textarea|keygen)/i;
+
+function buildParams( prefix, obj, traditional, add ) {
+	var name;
+
+	if ( Array.isArray( obj ) ) {
+
+		// Serialize array item.
+		jQuery.each( obj, function( i, v ) {
+			if ( traditional || rbracket.test( prefix ) ) {
+
+				// Treat each array item as a scalar.
+				add( prefix, v );
+
+			} else {
+
+				// Item is non-scalar (array or object), encode its numeric index.
+				buildParams(
+					prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]",
+					v,
+					traditional,
+					add
+				);
+			}
+		} );
+
+	} else if ( !traditional && toType( obj ) === "object" ) {
+
+		// Serialize object item.
+		for ( name in obj ) {
+			buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add );
+		}
+
+	} else {
+
+		// Serialize scalar item.
+		add( prefix, obj );
+	}
+}
+
+// Serialize an array of form elements or a set of
+// key/values into a query string
+jQuery.param = function( a, traditional ) {
+	var prefix,
+		s = [],
+		add = function( key, valueOrFunction ) {
+
+			// If value is a function, invoke it and use its return value
+			var value = isFunction( valueOrFunction ) ?
+				valueOrFunction() :
+				valueOrFunction;
+
+			s[ s.length ] = encodeURIComponent( key ) + "=" +
+				encodeURIComponent( value == null ? "" : value );
+		};
+
+	if ( a == null ) {
+		return "";
+	}
+
+	// If an array was passed in, assume that it is an array of form elements.
+	if ( Array.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) {
+
+		// Serialize the form elements
+		jQuery.each( a, function() {
+			add( this.name, this.value );
+		} );
+
+	} else {
+
+		// If traditional, encode the "old" way (the way 1.3.2 or older
+		// did it), otherwise encode params recursively.
+		for ( prefix in a ) {
+			buildParams( prefix, a[ prefix ], traditional, add );
+		}
+	}
+
+	// Return the resulting serialization
+	return s.join( "&" );
+};
+
+jQuery.fn.extend( {
+	serialize: function() {
+		return jQuery.param( this.serializeArray() );
+	},
+	serializeArray: function() {
+		return this.map( function() {
+
+			// Can add propHook for "elements" to filter or add form elements
+			var elements = jQuery.prop( this, "elements" );
+			return elements ? jQuery.makeArray( elements ) : this;
+		} )
+		.filter( function() {
+			var type = this.type;
+
+			// Use .is( ":disabled" ) so that fieldset[disabled] works
+			return this.name && !jQuery( this ).is( ":disabled" ) &&
+				rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) &&
+				( this.checked || !rcheckableType.test( type ) );
+		} )
+		.map( function( _i, elem ) {
+			var val = jQuery( this ).val();
+
+			if ( val == null ) {
+				return null;
+			}
+
+			if ( Array.isArray( val ) ) {
+				return jQuery.map( val, function( val ) {
+					return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) };
+				} );
+			}
+
+			return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) };
+		} ).get();
+	}
+} );
+
+
+var
+	r20 = /%20/g,
+	rhash = /#.*$/,
+	rantiCache = /([?&])_=[^&]*/,
+	rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg,
+
+	// #7653, #8125, #8152: local protocol detection
+	rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/,
+	rnoContent = /^(?:GET|HEAD)$/,
+	rprotocol = /^\/\//,
+
+	/* Prefilters
+	 * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example)
+	 * 2) These are called:
+	 *    - BEFORE asking for a transport
+	 *    - AFTER param serialization (s.data is a string if s.processData is true)
+	 * 3) key is the dataType
+	 * 4) the catchall symbol "*" can be used
+	 * 5) execution will start with transport dataType and THEN continue down to "*" if needed
+	 */
+	prefilters = {},
+
+	/* Transports bindings
+	 * 1) key is the dataType
+	 * 2) the catchall symbol "*" can be used
+	 * 3) selection will start with transport dataType and THEN go to "*" if needed
+	 */
+	transports = {},
+
+	// Avoid comment-prolog char sequence (#10098); must appease lint and evade compression
+	allTypes = "*/".concat( "*" ),
+
+	// Anchor tag for parsing the document origin
+	originAnchor = document.createElement( "a" );
+	originAnchor.href = location.href;
+
+// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport
+function addToPrefiltersOrTransports( structure ) {
+
+	// dataTypeExpression is optional and defaults to "*"
+	return function( dataTypeExpression, func ) {
+
+		if ( typeof dataTypeExpression !== "string" ) {
+			func = dataTypeExpression;
+			dataTypeExpression = "*";
+		}
+
+		var dataType,
+			i = 0,
+			dataTypes = dataTypeExpression.toLowerCase().match( rnothtmlwhite ) || [];
+
+		if ( isFunction( func ) ) {
+
+			// For each dataType in the dataTypeExpression
+			while ( ( dataType = dataTypes[ i++ ] ) ) {
+
+				// Prepend if requested
+				if ( dataType[ 0 ] === "+" ) {
+					dataType = dataType.slice( 1 ) || "*";
+					( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func );
+
+				// Otherwise append
+				} else {
+					( structure[ dataType ] = structure[ dataType ] || [] ).push( func );
+				}
+			}
+		}
+	};
+}
+
+// Base inspection function for prefilters and transports
+function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) {
+
+	var inspected = {},
+		seekingTransport = ( structure === transports );
+
+	function inspect( dataType ) {
+		var selected;
+		inspected[ dataType ] = true;
+		jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) {
+			var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR );
+			if ( typeof dataTypeOrTransport === "string" &&
+				!seekingTransport && !inspected[ dataTypeOrTransport ] ) {
+
+				options.dataTypes.unshift( dataTypeOrTransport );
+				inspect( dataTypeOrTransport );
+				return false;
+			} else if ( seekingTransport ) {
+				return !( selected = dataTypeOrTransport );
+			}
+		} );
+		return selected;
+	}
+
+	return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" );
+}
+
+// A special extend for ajax options
+// that takes "flat" options (not to be deep extended)
+// Fixes #9887
+function ajaxExtend( target, src ) {
+	var key, deep,
+		flatOptions = jQuery.ajaxSettings.flatOptions || {};
+
+	for ( key in src ) {
+		if ( src[ key ] !== undefined ) {
+			( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ];
+		}
+	}
+	if ( deep ) {
+		jQuery.extend( true, target, deep );
+	}
+
+	return target;
+}
+
+/* Handles responses to an ajax request:
+ * - finds the right dataType (mediates between content-type and expected dataType)
+ * - returns the corresponding response
+ */
+function ajaxHandleResponses( s, jqXHR, responses ) {
+
+	var ct, type, finalDataType, firstDataType,
+		contents = s.contents,
+		dataTypes = s.dataTypes;
+
+	// Remove auto dataType and get content-type in the process
+	while ( dataTypes[ 0 ] === "*" ) {
+		dataTypes.shift();
+		if ( ct === undefined ) {
+			ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" );
+		}
+	}
+
+	// Check if we're dealing with a known content-type
+	if ( ct ) {
+		for ( type in contents ) {
+			if ( contents[ type ] && contents[ type ].test( ct ) ) {
+				dataTypes.unshift( type );
+				break;
+			}
+		}
+	}
+
+	// Check to see if we have a response for the expected dataType
+	if ( dataTypes[ 0 ] in responses ) {
+		finalDataType = dataTypes[ 0 ];
+	} else {
+
+		// Try convertible dataTypes
+		for ( type in responses ) {
+			if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) {
+				finalDataType = type;
+				break;
+			}
+			if ( !firstDataType ) {
+				firstDataType = type;
+			}
+		}
+
+		// Or just use first one
+		finalDataType = finalDataType || firstDataType;
+	}
+
+	// If we found a dataType
+	// We add the dataType to the list if needed
+	// and return the corresponding response
+	if ( finalDataType ) {
+		if ( finalDataType !== dataTypes[ 0 ] ) {
+			dataTypes.unshift( finalDataType );
+		}
+		return responses[ finalDataType ];
+	}
+}
+
+/* Chain conversions given the request and the original response
+ * Also sets the responseXXX fields on the jqXHR instance
+ */
+function ajaxConvert( s, response, jqXHR, isSuccess ) {
+	var conv2, current, conv, tmp, prev,
+		converters = {},
+
+		// Work with a copy of dataTypes in case we need to modify it for conversion
+		dataTypes = s.dataTypes.slice();
+
+	// Create converters map with lowercased keys
+	if ( dataTypes[ 1 ] ) {
+		for ( conv in s.converters ) {
+			converters[ conv.toLowerCase() ] = s.converters[ conv ];
+		}
+	}
+
+	current = dataTypes.shift();
+
+	// Convert to each sequential dataType
+	while ( current ) {
+
+		if ( s.responseFields[ current ] ) {
+			jqXHR[ s.responseFields[ current ] ] = response;
+		}
+
+		// Apply the dataFilter if provided
+		if ( !prev && isSuccess && s.dataFilter ) {
+			response = s.dataFilter( response, s.dataType );
+		}
+
+		prev = current;
+		current = dataTypes.shift();
+
+		if ( current ) {
+
+			// There's only work to do if current dataType is non-auto
+			if ( current === "*" ) {
+
+				current = prev;
+
+			// Convert response if prev dataType is non-auto and differs from current
+			} else if ( prev !== "*" && prev !== current ) {
+
+				// Seek a direct converter
+				conv = converters[ prev + " " + current ] || converters[ "* " + current ];
+
+				// If none found, seek a pair
+				if ( !conv ) {
+					for ( conv2 in converters ) {
+
+						// If conv2 outputs current
+						tmp = conv2.split( " " );
+						if ( tmp[ 1 ] === current ) {
+
+							// If prev can be converted to accepted input
+							conv = converters[ prev + " " + tmp[ 0 ] ] ||
+								converters[ "* " + tmp[ 0 ] ];
+							if ( conv ) {
+
+								// Condense equivalence converters
+								if ( conv === true ) {
+									conv = converters[ conv2 ];
+
+								// Otherwise, insert the intermediate dataType
+								} else if ( converters[ conv2 ] !== true ) {
+									current = tmp[ 0 ];
+									dataTypes.unshift( tmp[ 1 ] );
+								}
+								break;
+							}
+						}
+					}
+				}
+
+				// Apply converter (if not an equivalence)
+				if ( conv !== true ) {
+
+					// Unless errors are allowed to bubble, catch and return them
+					if ( conv && s.throws ) {
+						response = conv( response );
+					} else {
+						try {
+							response = conv( response );
+						} catch ( e ) {
+							return {
+								state: "parsererror",
+								error: conv ? e : "No conversion from " + prev + " to " + current
+							};
+						}
+					}
+				}
+			}
+		}
+	}
+
+	return { state: "success", data: response };
+}
+
+jQuery.extend( {
+
+	// Counter for holding the number of active queries
+	active: 0,
+
+	// Last-Modified header cache for next request
+	lastModified: {},
+	etag: {},
+
+	ajaxSettings: {
+		url: location.href,
+		type: "GET",
+		isLocal: rlocalProtocol.test( location.protocol ),
+		global: true,
+		processData: true,
+		async: true,
+		contentType: "application/x-www-form-urlencoded; charset=UTF-8",
+
+		/*
+		timeout: 0,
+		data: null,
+		dataType: null,
+		username: null,
+		password: null,
+		cache: null,
+		throws: false,
+		traditional: false,
+		headers: {},
+		*/
+
+		accepts: {
+			"*": allTypes,
+			text: "text/plain",
+			html: "text/html",
+			xml: "application/xml, text/xml",
+			json: "application/json, text/javascript"
+		},
+
+		contents: {
+			xml: /\bxml\b/,
+			html: /\bhtml/,
+			json: /\bjson\b/
+		},
+
+		responseFields: {
+			xml: "responseXML",
+			text: "responseText",
+			json: "responseJSON"
+		},
+
+		// Data converters
+		// Keys separate source (or catchall "*") and destination types with a single space
+		converters: {
+
+			// Convert anything to text
+			"* text": String,
+
+			// Text to html (true = no transformation)
+			"text html": true,
+
+			// Evaluate text as a json expression
+			"text json": JSON.parse,
+
+			// Parse text as xml
+			"text xml": jQuery.parseXML
+		},
+
+		// For options that shouldn't be deep extended:
+		// you can add your own custom options here if
+		// and when you create one that shouldn't be
+		// deep extended (see ajaxExtend)
+		flatOptions: {
+			url: true,
+			context: true
+		}
+	},
+
+	// Creates a full fledged settings object into target
+	// with both ajaxSettings and settings fields.
+	// If target is omitted, writes into ajaxSettings.
+	ajaxSetup: function( target, settings ) {
+		return settings ?
+
+			// Building a settings object
+			ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) :
+
+			// Extending ajaxSettings
+			ajaxExtend( jQuery.ajaxSettings, target );
+	},
+
+	ajaxPrefilter: addToPrefiltersOrTransports( prefilters ),
+	ajaxTransport: addToPrefiltersOrTransports( transports ),
+
+	// Main method
+	ajax: function( url, options ) {
+
+		// If url is an object, simulate pre-1.5 signature
+		if ( typeof url === "object" ) {
+			options = url;
+			url = undefined;
+		}
+
+		// Force options to be an object
+		options = options || {};
+
+		var transport,
+
+			// URL without anti-cache param
+			cacheURL,
+
+			// Response headers
+			responseHeadersString,
+			responseHeaders,
+
+			// timeout handle
+			timeoutTimer,
+
+			// Url cleanup var
+			urlAnchor,
+
+			// Request state (becomes false upon send and true upon completion)
+			completed,
+
+			// To know if global events are to be dispatched
+			fireGlobals,
+
+			// Loop variable
+			i,
+
+			// uncached part of the url
+			uncached,
+
+			// Create the final options object
+			s = jQuery.ajaxSetup( {}, options ),
+
+			// Callbacks context
+			callbackContext = s.context || s,
+
+			// Context for global events is callbackContext if it is a DOM node or jQuery collection
+			globalEventContext = s.context &&
+				( callbackContext.nodeType || callbackContext.jquery ) ?
+					jQuery( callbackContext ) :
+					jQuery.event,
+
+			// Deferreds
+			deferred = jQuery.Deferred(),
+			completeDeferred = jQuery.Callbacks( "once memory" ),
+
+			// Status-dependent callbacks
+			statusCode = s.statusCode || {},
+
+			// Headers (they are sent all at once)
+			requestHeaders = {},
+			requestHeadersNames = {},
+
+			// Default abort message
+			strAbort = "canceled",
+
+			// Fake xhr
+			jqXHR = {
+				readyState: 0,
+
+				// Builds headers hashtable if needed
+				getResponseHeader: function( key ) {
+					var match;
+					if ( completed ) {
+						if ( !responseHeaders ) {
+							responseHeaders = {};
+							while ( ( match = rheaders.exec( responseHeadersString ) ) ) {
+								responseHeaders[ match[ 1 ].toLowerCase() + " " ] =
+									( responseHeaders[ match[ 1 ].toLowerCase() + " " ] || [] )
+										.concat( match[ 2 ] );
+							}
+						}
+						match = responseHeaders[ key.toLowerCase() + " " ];
+					}
+					return match == null ? null : match.join( ", " );
+				},
+
+				// Raw string
+				getAllResponseHeaders: function() {
+					return completed ? responseHeadersString : null;
+				},
+
+				// Caches the header
+				setRequestHeader: function( name, value ) {
+					if ( completed == null ) {
+						name = requestHeadersNames[ name.toLowerCase() ] =
+							requestHeadersNames[ name.toLowerCase() ] || name;
+						requestHeaders[ name ] = value;
+					}
+					return this;
+				},
+
+				// Overrides response content-type header
+				overrideMimeType: function( type ) {
+					if ( completed == null ) {
+						s.mimeType = type;
+					}
+					return this;
+				},
+
+				// Status-dependent callbacks
+				statusCode: function( map ) {
+					var code;
+					if ( map ) {
+						if ( completed ) {
+
+							// Execute the appropriate callbacks
+							jqXHR.always( map[ jqXHR.status ] );
+						} else {
+
+							// Lazy-add the new callbacks in a way that preserves old ones
+							for ( code in map ) {
+								statusCode[ code ] = [ statusCode[ code ], map[ code ] ];
+							}
+						}
+					}
+					return this;
+				},
+
+				// Cancel the request
+				abort: function( statusText ) {
+					var finalText = statusText || strAbort;
+					if ( transport ) {
+						transport.abort( finalText );
+					}
+					done( 0, finalText );
+					return this;
+				}
+			};
+
+		// Attach deferreds
+		deferred.promise( jqXHR );
+
+		// Add protocol if not provided (prefilters might expect it)
+		// Handle falsy url in the settings object (#10093: consistency with old signature)
+		// We also use the url parameter if available
+		s.url = ( ( url || s.url || location.href ) + "" )
+			.replace( rprotocol, location.protocol + "//" );
+
+		// Alias method option to type as per ticket #12004
+		s.type = options.method || options.type || s.method || s.type;
+
+		// Extract dataTypes list
+		s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnothtmlwhite ) || [ "" ];
+
+		// A cross-domain request is in order when the origin doesn't match the current origin.
+		if ( s.crossDomain == null ) {
+			urlAnchor = document.createElement( "a" );
+
+			// Support: IE <=8 - 11, Edge 12 - 15
+			// IE throws exception on accessing the href property if url is malformed,
+			// e.g. http://example.com:80x/
+			try {
+				urlAnchor.href = s.url;
+
+				// Support: IE <=8 - 11 only
+				// Anchor's host property isn't correctly set when s.url is relative
+				urlAnchor.href = urlAnchor.href;
+				s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !==
+					urlAnchor.protocol + "//" + urlAnchor.host;
+			} catch ( e ) {
+
+				// If there is an error parsing the URL, assume it is crossDomain,
+				// it can be rejected by the transport if it is invalid
+				s.crossDomain = true;
+			}
+		}
+
+		// Convert data if not already a string
+		if ( s.data && s.processData && typeof s.data !== "string" ) {
+			s.data = jQuery.param( s.data, s.traditional );
+		}
+
+		// Apply prefilters
+		inspectPrefiltersOrTransports( prefilters, s, options, jqXHR );
+
+		// If request was aborted inside a prefilter, stop there
+		if ( completed ) {
+			return jqXHR;
+		}
+
+		// We can fire global events as of now if asked to
+		// Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118)
+		fireGlobals = jQuery.event && s.global;
+
+		// Watch for a new set of requests
+		if ( fireGlobals && jQuery.active++ === 0 ) {
+			jQuery.event.trigger( "ajaxStart" );
+		}
+
+		// Uppercase the type
+		s.type = s.type.toUpperCase();
+
+		// Determine if request has content
+		s.hasContent = !rnoContent.test( s.type );
+
+		// Save the URL in case we're toying with the If-Modified-Since
+		// and/or If-None-Match header later on
+		// Remove hash to simplify url manipulation
+		cacheURL = s.url.replace( rhash, "" );
+
+		// More options handling for requests with no content
+		if ( !s.hasContent ) {
+
+			// Remember the hash so we can put it back
+			uncached = s.url.slice( cacheURL.length );
+
+			// If data is available and should be processed, append data to url
+			if ( s.data && ( s.processData || typeof s.data === "string" ) ) {
+				cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data;
+
+				// #9682: remove data so that it's not used in an eventual retry
+				delete s.data;
+			}
+
+			// Add or update anti-cache param if needed
+			if ( s.cache === false ) {
+				cacheURL = cacheURL.replace( rantiCache, "$1" );
+				uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce.guid++ ) +
+					uncached;
+			}
+
+			// Put hash and anti-cache on the URL that will be requested (gh-1732)
+			s.url = cacheURL + uncached;
+
+		// Change '%20' to '+' if this is encoded form body content (gh-2658)
+		} else if ( s.data && s.processData &&
+			( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) {
+			s.data = s.data.replace( r20, "+" );
+		}
+
+		// Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode.
+		if ( s.ifModified ) {
+			if ( jQuery.lastModified[ cacheURL ] ) {
+				jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] );
+			}
+			if ( jQuery.etag[ cacheURL ] ) {
+				jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] );
+			}
+		}
+
+		// Set the correct header, if data is being sent
+		if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) {
+			jqXHR.setRequestHeader( "Content-Type", s.contentType );
+		}
+
+		// Set the Accepts header for the server, depending on the dataType
+		jqXHR.setRequestHeader(
+			"Accept",
+			s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ?
+				s.accepts[ s.dataTypes[ 0 ] ] +
+					( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) :
+				s.accepts[ "*" ]
+		);
+
+		// Check for headers option
+		for ( i in s.headers ) {
+			jqXHR.setRequestHeader( i, s.headers[ i ] );
+		}
+
+		// Allow custom headers/mimetypes and early abort
+		if ( s.beforeSend &&
+			( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) {
+
+			// Abort if not done already and return
+			return jqXHR.abort();
+		}
+
+		// Aborting is no longer a cancellation
+		strAbort = "abort";
+
+		// Install callbacks on deferreds
+		completeDeferred.add( s.complete );
+		jqXHR.done( s.success );
+		jqXHR.fail( s.error );
+
+		// Get transport
+		transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR );
+
+		// If no transport, we auto-abort
+		if ( !transport ) {
+			done( -1, "No Transport" );
+		} else {
+			jqXHR.readyState = 1;
+
+			// Send global event
+			if ( fireGlobals ) {
+				globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] );
+			}
+
+			// If request was aborted inside ajaxSend, stop there
+			if ( completed ) {
+				return jqXHR;
+			}
+
+			// Timeout
+			if ( s.async && s.timeout > 0 ) {
+				timeoutTimer = window.setTimeout( function() {
+					jqXHR.abort( "timeout" );
+				}, s.timeout );
+			}
+
+			try {
+				completed = false;
+				transport.send( requestHeaders, done );
+			} catch ( e ) {
+
+				// Rethrow post-completion exceptions
+				if ( completed ) {
+					throw e;
+				}
+
+				// Propagate others as results
+				done( -1, e );
+			}
+		}
+
+		// Callback for when everything is done
+		function done( status, nativeStatusText, responses, headers ) {
+			var isSuccess, success, error, response, modified,
+				statusText = nativeStatusText;
+
+			// Ignore repeat invocations
+			if ( completed ) {
+				return;
+			}
+
+			completed = true;
+
+			// Clear timeout if it exists
+			if ( timeoutTimer ) {
+				window.clearTimeout( timeoutTimer );
+			}
+
+			// Dereference transport for early garbage collection
+			// (no matter how long the jqXHR object will be used)
+			transport = undefined;
+
+			// Cache response headers
+			responseHeadersString = headers || "";
+
+			// Set readyState
+			jqXHR.readyState = status > 0 ? 4 : 0;
+
+			// Determine if successful
+			isSuccess = status >= 200 && status < 300 || status === 304;
+
+			// Get response data
+			if ( responses ) {
+				response = ajaxHandleResponses( s, jqXHR, responses );
+			}
+
+			// Use a noop converter for missing script
+			if ( !isSuccess && jQuery.inArray( "script", s.dataTypes ) > -1 ) {
+				s.converters[ "text script" ] = function() {};
+			}
+
+			// Convert no matter what (that way responseXXX fields are always set)
+			response = ajaxConvert( s, response, jqXHR, isSuccess );
+
+			// If successful, handle type chaining
+			if ( isSuccess ) {
+
+				// Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode.
+				if ( s.ifModified ) {
+					modified = jqXHR.getResponseHeader( "Last-Modified" );
+					if ( modified ) {
+						jQuery.lastModified[ cacheURL ] = modified;
+					}
+					modified = jqXHR.getResponseHeader( "etag" );
+					if ( modified ) {
+						jQuery.etag[ cacheURL ] = modified;
+					}
+				}
+
+				// if no content
+				if ( status === 204 || s.type === "HEAD" ) {
+					statusText = "nocontent";
+
+				// if not modified
+				} else if ( status === 304 ) {
+					statusText = "notmodified";
+
+				// If we have data, let's convert it
+				} else {
+					statusText = response.state;
+					success = response.data;
+					error = response.error;
+					isSuccess = !error;
+				}
+			} else {
+
+				// Extract error from statusText and normalize for non-aborts
+				error = statusText;
+				if ( status || !statusText ) {
+					statusText = "error";
+					if ( status < 0 ) {
+						status = 0;
+					}
+				}
+			}
+
+			// Set data for the fake xhr object
+			jqXHR.status = status;
+			jqXHR.statusText = ( nativeStatusText || statusText ) + "";
+
+			// Success/Error
+			if ( isSuccess ) {
+				deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] );
+			} else {
+				deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] );
+			}
+
+			// Status-dependent callbacks
+			jqXHR.statusCode( statusCode );
+			statusCode = undefined;
+
+			if ( fireGlobals ) {
+				globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError",
+					[ jqXHR, s, isSuccess ? success : error ] );
+			}
+
+			// Complete
+			completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] );
+
+			if ( fireGlobals ) {
+				globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] );
+
+				// Handle the global AJAX counter
+				if ( !( --jQuery.active ) ) {
+					jQuery.event.trigger( "ajaxStop" );
+				}
+			}
+		}
+
+		return jqXHR;
+	},
+
+	getJSON: function( url, data, callback ) {
+		return jQuery.get( url, data, callback, "json" );
+	},
+
+	getScript: function( url, callback ) {
+		return jQuery.get( url, undefined, callback, "script" );
+	}
+} );
+
+jQuery.each( [ "get", "post" ], function( _i, method ) {
+	jQuery[ method ] = function( url, data, callback, type ) {
+
+		// Shift arguments if data argument was omitted
+		if ( isFunction( data ) ) {
+			type = type || callback;
+			callback = data;
+			data = undefined;
+		}
+
+		// The url can be an options object (which then must have .url)
+		return jQuery.ajax( jQuery.extend( {
+			url: url,
+			type: method,
+			dataType: type,
+			data: data,
+			success: callback
+		}, jQuery.isPlainObject( url ) && url ) );
+	};
+} );
+
+jQuery.ajaxPrefilter( function( s ) {
+	var i;
+	for ( i in s.headers ) {
+		if ( i.toLowerCase() === "content-type" ) {
+			s.contentType = s.headers[ i ] || "";
+		}
+	}
+} );
+
+
+jQuery._evalUrl = function( url, options, doc ) {
+	return jQuery.ajax( {
+		url: url,
+
+		// Make this explicit, since user can override this through ajaxSetup (#11264)
+		type: "GET",
+		dataType: "script",
+		cache: true,
+		async: false,
+		global: false,
+
+		// Only evaluate the response if it is successful (gh-4126)
+		// dataFilter is not invoked for failure responses, so using it instead
+		// of the default converter is kludgy but it works.
+		converters: {
+			"text script": function() {}
+		},
+		dataFilter: function( response ) {
+			jQuery.globalEval( response, options, doc );
+		}
+	} );
+};
+
+
+jQuery.fn.extend( {
+	wrapAll: function( html ) {
+		var wrap;
+
+		if ( this[ 0 ] ) {
+			if ( isFunction( html ) ) {
+				html = html.call( this[ 0 ] );
+			}
+
+			// The elements to wrap the target around
+			wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true );
+
+			if ( this[ 0 ].parentNode ) {
+				wrap.insertBefore( this[ 0 ] );
+			}
+
+			wrap.map( function() {
+				var elem = this;
+
+				while ( elem.firstElementChild ) {
+					elem = elem.firstElementChild;
+				}
+
+				return elem;
+			} ).append( this );
+		}
+
+		return this;
+	},
+
+	wrapInner: function( html ) {
+		if ( isFunction( html ) ) {
+			return this.each( function( i ) {
+				jQuery( this ).wrapInner( html.call( this, i ) );
+			} );
+		}
+
+		return this.each( function() {
+			var self = jQuery( this ),
+				contents = self.contents();
+
+			if ( contents.length ) {
+				contents.wrapAll( html );
+
+			} else {
+				self.append( html );
+			}
+		} );
+	},
+
+	wrap: function( html ) {
+		var htmlIsFunction = isFunction( html );
+
+		return this.each( function( i ) {
+			jQuery( this ).wrapAll( htmlIsFunction ? html.call( this, i ) : html );
+		} );
+	},
+
+	unwrap: function( selector ) {
+		this.parent( selector ).not( "body" ).each( function() {
+			jQuery( this ).replaceWith( this.childNodes );
+		} );
+		return this;
+	}
+} );
+
+
+jQuery.expr.pseudos.hidden = function( elem ) {
+	return !jQuery.expr.pseudos.visible( elem );
+};
+jQuery.expr.pseudos.visible = function( elem ) {
+	return !!( elem.offsetWidth || elem.offsetHeight || elem.getClientRects().length );
+};
+
+
+
+
+jQuery.ajaxSettings.xhr = function() {
+	try {
+		return new window.XMLHttpRequest();
+	} catch ( e ) {}
+};
+
+var xhrSuccessStatus = {
+
+		// File protocol always yields status code 0, assume 200
+		0: 200,
+
+		// Support: IE <=9 only
+		// #1450: sometimes IE returns 1223 when it should be 204
+		1223: 204
+	},
+	xhrSupported = jQuery.ajaxSettings.xhr();
+
+support.cors = !!xhrSupported && ( "withCredentials" in xhrSupported );
+support.ajax = xhrSupported = !!xhrSupported;
+
+jQuery.ajaxTransport( function( options ) {
+	var callback, errorCallback;
+
+	// Cross domain only allowed if supported through XMLHttpRequest
+	if ( support.cors || xhrSupported && !options.crossDomain ) {
+		return {
+			send: function( headers, complete ) {
+				var i,
+					xhr = options.xhr();
+
+				xhr.open(
+					options.type,
+					options.url,
+					options.async,
+					options.username,
+					options.password
+				);
+
+				// Apply custom fields if provided
+				if ( options.xhrFields ) {
+					for ( i in options.xhrFields ) {
+						xhr[ i ] = options.xhrFields[ i ];
+					}
+				}
+
+				// Override mime type if needed
+				if ( options.mimeType && xhr.overrideMimeType ) {
+					xhr.overrideMimeType( options.mimeType );
+				}
+
+				// X-Requested-With header
+				// For cross-domain requests, seeing as conditions for a preflight are
+				// akin to a jigsaw puzzle, we simply never set it to be sure.
+				// (it can always be set on a per-request basis or even using ajaxSetup)
+				// For same-domain requests, won't change header if already provided.
+				if ( !options.crossDomain && !headers[ "X-Requested-With" ] ) {
+					headers[ "X-Requested-With" ] = "XMLHttpRequest";
+				}
+
+				// Set headers
+				for ( i in headers ) {
+					xhr.setRequestHeader( i, headers[ i ] );
+				}
+
+				// Callback
+				callback = function( type ) {
+					return function() {
+						if ( callback ) {
+							callback = errorCallback = xhr.onload =
+								xhr.onerror = xhr.onabort = xhr.ontimeout =
+									xhr.onreadystatechange = null;
+
+							if ( type === "abort" ) {
+								xhr.abort();
+							} else if ( type === "error" ) {
+
+								// Support: IE <=9 only
+								// On a manual native abort, IE9 throws
+								// errors on any property access that is not readyState
+								if ( typeof xhr.status !== "number" ) {
+									complete( 0, "error" );
+								} else {
+									complete(
+
+										// File: protocol always yields status 0; see #8605, #14207
+										xhr.status,
+										xhr.statusText
+									);
+								}
+							} else {
+								complete(
+									xhrSuccessStatus[ xhr.status ] || xhr.status,
+									xhr.statusText,
+
+									// Support: IE <=9 only
+									// IE9 has no XHR2 but throws on binary (trac-11426)
+									// For XHR2 non-text, let the caller handle it (gh-2498)
+									( xhr.responseType || "text" ) !== "text"  ||
+									typeof xhr.responseText !== "string" ?
+										{ binary: xhr.response } :
+										{ text: xhr.responseText },
+									xhr.getAllResponseHeaders()
+								);
+							}
+						}
+					};
+				};
+
+				// Listen to events
+				xhr.onload = callback();
+				errorCallback = xhr.onerror = xhr.ontimeout = callback( "error" );
+
+				// Support: IE 9 only
+				// Use onreadystatechange to replace onabort
+				// to handle uncaught aborts
+				if ( xhr.onabort !== undefined ) {
+					xhr.onabort = errorCallback;
+				} else {
+					xhr.onreadystatechange = function() {
+
+						// Check readyState before timeout as it changes
+						if ( xhr.readyState === 4 ) {
+
+							// Allow onerror to be called first,
+							// but that will not handle a native abort
+							// Also, save errorCallback to a variable
+							// as xhr.onerror cannot be accessed
+							window.setTimeout( function() {
+								if ( callback ) {
+									errorCallback();
+								}
+							} );
+						}
+					};
+				}
+
+				// Create the abort callback
+				callback = callback( "abort" );
+
+				try {
+
+					// Do send the request (this may raise an exception)
+					xhr.send( options.hasContent && options.data || null );
+				} catch ( e ) {
+
+					// #14683: Only rethrow if this hasn't been notified as an error yet
+					if ( callback ) {
+						throw e;
+					}
+				}
+			},
+
+			abort: function() {
+				if ( callback ) {
+					callback();
+				}
+			}
+		};
+	}
+} );
+
+
+
+
+// Prevent auto-execution of scripts when no explicit dataType was provided (See gh-2432)
+jQuery.ajaxPrefilter( function( s ) {
+	if ( s.crossDomain ) {
+		s.contents.script = false;
+	}
+} );
+
+// Install script dataType
+jQuery.ajaxSetup( {
+	accepts: {
+		script: "text/javascript, application/javascript, " +
+			"application/ecmascript, application/x-ecmascript"
+	},
+	contents: {
+		script: /\b(?:java|ecma)script\b/
+	},
+	converters: {
+		"text script": function( text ) {
+			jQuery.globalEval( text );
+			return text;
+		}
+	}
+} );
+
+// Handle cache's special case and crossDomain
+jQuery.ajaxPrefilter( "script", function( s ) {
+	if ( s.cache === undefined ) {
+		s.cache = false;
+	}
+	if ( s.crossDomain ) {
+		s.type = "GET";
+	}
+} );
+
+// Bind script tag hack transport
+jQuery.ajaxTransport( "script", function( s ) {
+
+	// This transport only deals with cross domain or forced-by-attrs requests
+	if ( s.crossDomain || s.scriptAttrs ) {
+		var script, callback;
+		return {
+			send: function( _, complete ) {
+				script = jQuery( "<script>" )
+					.attr( s.scriptAttrs || {} )
+					.prop( { charset: s.scriptCharset, src: s.url } )
+					.on( "load error", callback = function( evt ) {
+						script.remove();
+						callback = null;
+						if ( evt ) {
+							complete( evt.type === "error" ? 404 : 200, evt.type );
+						}
+					} );
+
+				// Use native DOM manipulation to avoid our domManip AJAX trickery
+				document.head.appendChild( script[ 0 ] );
+			},
+			abort: function() {
+				if ( callback ) {
+					callback();
+				}
+			}
+		};
+	}
+} );
+
+
+
+
+var oldCallbacks = [],
+	rjsonp = /(=)\?(?=&|$)|\?\?/;
+
+// Default jsonp settings
+jQuery.ajaxSetup( {
+	jsonp: "callback",
+	jsonpCallback: function() {
+		var callback = oldCallbacks.pop() || ( jQuery.expando + "_" + ( nonce.guid++ ) );
+		this[ callback ] = true;
+		return callback;
+	}
+} );
+
+// Detect, normalize options and install callbacks for jsonp requests
+jQuery.ajaxPrefilter( "json jsonp", function( s, originalSettings, jqXHR ) {
+
+	var callbackName, overwritten, responseContainer,
+		jsonProp = s.jsonp !== false && ( rjsonp.test( s.url ) ?
+			"url" :
+			typeof s.data === "string" &&
+				( s.contentType || "" )
+					.indexOf( "application/x-www-form-urlencoded" ) === 0 &&
+				rjsonp.test( s.data ) && "data"
+		);
+
+	// Handle iff the expected data type is "jsonp" or we have a parameter to set
+	if ( jsonProp || s.dataTypes[ 0 ] === "jsonp" ) {
+
+		// Get callback name, remembering preexisting value associated with it
+		callbackName = s.jsonpCallback = isFunction( s.jsonpCallback ) ?
+			s.jsonpCallback() :
+			s.jsonpCallback;
+
+		// Insert callback into url or form data
+		if ( jsonProp ) {
+			s[ jsonProp ] = s[ jsonProp ].replace( rjsonp, "$1" + callbackName );
+		} else if ( s.jsonp !== false ) {
+			s.url += ( rquery.test( s.url ) ? "&" : "?" ) + s.jsonp + "=" + callbackName;
+		}
+
+		// Use data converter to retrieve json after script execution
+		s.converters[ "script json" ] = function() {
+			if ( !responseContainer ) {
+				jQuery.error( callbackName + " was not called" );
+			}
+			return responseContainer[ 0 ];
+		};
+
+		// Force json dataType
+		s.dataTypes[ 0 ] = "json";
+
+		// Install callback
+		overwritten = window[ callbackName ];
+		window[ callbackName ] = function() {
+			responseContainer = arguments;
+		};
+
+		// Clean-up function (fires after converters)
+		jqXHR.always( function() {
+
+			// If previous value didn't exist - remove it
+			if ( overwritten === undefined ) {
+				jQuery( window ).removeProp( callbackName );
+
+			// Otherwise restore preexisting value
+			} else {
+				window[ callbackName ] = overwritten;
+			}
+
+			// Save back as free
+			if ( s[ callbackName ] ) {
+
+				// Make sure that re-using the options doesn't screw things around
+				s.jsonpCallback = originalSettings.jsonpCallback;
+
+				// Save the callback name for future use
+				oldCallbacks.push( callbackName );
+			}
+
+			// Call if it was a function and we have a response
+			if ( responseContainer && isFunction( overwritten ) ) {
+				overwritten( responseContainer[ 0 ] );
+			}
+
+			responseContainer = overwritten = undefined;
+		} );
+
+		// Delegate to script
+		return "script";
+	}
+} );
+
+
+
+
+// Support: Safari 8 only
+// In Safari 8 documents created via document.implementation.createHTMLDocument
+// collapse sibling forms: the second one becomes a child of the first one.
+// Because of that, this security measure has to be disabled in Safari 8.
+// https://bugs.webkit.org/show_bug.cgi?id=137337
+support.createHTMLDocument = ( function() {
+	var body = document.implementation.createHTMLDocument( "" ).body;
+	body.innerHTML = "<form></form><form></form>";
+	return body.childNodes.length === 2;
+} )();
+
+
+// Argument "data" should be string of html
+// context (optional): If specified, the fragment will be created in this context,
+// defaults to document
+// keepScripts (optional): If true, will include scripts passed in the html string
+jQuery.parseHTML = function( data, context, keepScripts ) {
+	if ( typeof data !== "string" ) {
+		return [];
+	}
+	if ( typeof context === "boolean" ) {
+		keepScripts = context;
+		context = false;
+	}
+
+	var base, parsed, scripts;
+
+	if ( !context ) {
+
+		// Stop scripts or inline event handlers from being executed immediately
+		// by using document.implementation
+		if ( support.createHTMLDocument ) {
+			context = document.implementation.createHTMLDocument( "" );
+
+			// Set the base href for the created document
+			// so any parsed elements with URLs
+			// are based on the document's URL (gh-2965)
+			base = context.createElement( "base" );
+			base.href = document.location.href;
+			context.head.appendChild( base );
+		} else {
+			context = document;
+		}
+	}
+
+	parsed = rsingleTag.exec( data );
+	scripts = !keepScripts && [];
+
+	// Single tag
+	if ( parsed ) {
+		return [ context.createElement( parsed[ 1 ] ) ];
+	}
+
+	parsed = buildFragment( [ data ], context, scripts );
+
+	if ( scripts && scripts.length ) {
+		jQuery( scripts ).remove();
+	}
+
+	return jQuery.merge( [], parsed.childNodes );
+};
+
+
+/**
+ * Load a url into a page
+ */
+jQuery.fn.load = function( url, params, callback ) {
+	var selector, type, response,
+		self = this,
+		off = url.indexOf( " " );
+
+	if ( off > -1 ) {
+		selector = stripAndCollapse( url.slice( off ) );
+		url = url.slice( 0, off );
+	}
+
+	// If it's a function
+	if ( isFunction( params ) ) {
+
+		// We assume that it's the callback
+		callback = params;
+		params = undefined;
+
+	// Otherwise, build a param string
+	} else if ( params && typeof params === "object" ) {
+		type = "POST";
+	}
+
+	// If we have elements to modify, make the request
+	if ( self.length > 0 ) {
+		jQuery.ajax( {
+			url: url,
+
+			// If "type" variable is undefined, then "GET" method will be used.
+			// Make value of this field explicit since
+			// user can override it through ajaxSetup method
+			type: type || "GET",
+			dataType: "html",
+			data: params
+		} ).done( function( responseText ) {
+
+			// Save response for use in complete callback
+			response = arguments;
+
+			self.html( selector ?
+
+				// If a selector was specified, locate the right elements in a dummy div
+				// Exclude scripts to avoid IE 'Permission Denied' errors
+				jQuery( "<div>" ).append( jQuery.parseHTML( responseText ) ).find( selector ) :
+
+				// Otherwise use the full result
+				responseText );
+
+		// If the request succeeds, this function gets "data", "status", "jqXHR"
+		// but they are ignored because response was set above.
+		// If it fails, this function gets "jqXHR", "status", "error"
+		} ).always( callback && function( jqXHR, status ) {
+			self.each( function() {
+				callback.apply( this, response || [ jqXHR.responseText, status, jqXHR ] );
+			} );
+		} );
+	}
+
+	return this;
+};
+
+
+
+
+jQuery.expr.pseudos.animated = function( elem ) {
+	return jQuery.grep( jQuery.timers, function( fn ) {
+		return elem === fn.elem;
+	} ).length;
+};
+
+
+
+
+jQuery.offset = {
+	setOffset: function( elem, options, i ) {
+		var curPosition, curLeft, curCSSTop, curTop, curOffset, curCSSLeft, calculatePosition,
+			position = jQuery.css( elem, "position" ),
+			curElem = jQuery( elem ),
+			props = {};
+
+		// Set position first, in-case top/left are set even on static elem
+		if ( position === "static" ) {
+			elem.style.position = "relative";
+		}
+
+		curOffset = curElem.offset();
+		curCSSTop = jQuery.css( elem, "top" );
+		curCSSLeft = jQuery.css( elem, "left" );
+		calculatePosition = ( position === "absolute" || position === "fixed" ) &&
+			( curCSSTop + curCSSLeft ).indexOf( "auto" ) > -1;
+
+		// Need to be able to calculate position if either
+		// top or left is auto and position is either absolute or fixed
+		if ( calculatePosition ) {
+			curPosition = curElem.position();
+			curTop = curPosition.top;
+			curLeft = curPosition.left;
+
+		} else {
+			curTop = parseFloat( curCSSTop ) || 0;
+			curLeft = parseFloat( curCSSLeft ) || 0;
+		}
+
+		if ( isFunction( options ) ) {
+
+			// Use jQuery.extend here to allow modification of coordinates argument (gh-1848)
+			options = options.call( elem, i, jQuery.extend( {}, curOffset ) );
+		}
+
+		if ( options.top != null ) {
+			props.top = ( options.top - curOffset.top ) + curTop;
+		}
+		if ( options.left != null ) {
+			props.left = ( options.left - curOffset.left ) + curLeft;
+		}
+
+		if ( "using" in options ) {
+			options.using.call( elem, props );
+
+		} else {
+			if ( typeof props.top === "number" ) {
+				props.top += "px";
+			}
+			if ( typeof props.left === "number" ) {
+				props.left += "px";
+			}
+			curElem.css( props );
+		}
+	}
+};
+
+jQuery.fn.extend( {
+
+	// offset() relates an element's border box to the document origin
+	offset: function( options ) {
+
+		// Preserve chaining for setter
+		if ( arguments.length ) {
+			return options === undefined ?
+				this :
+				this.each( function( i ) {
+					jQuery.offset.setOffset( this, options, i );
+				} );
+		}
+
+		var rect, win,
+			elem = this[ 0 ];
+
+		if ( !elem ) {
+			return;
+		}
+
+		// Return zeros for disconnected and hidden (display: none) elements (gh-2310)
+		// Support: IE <=11 only
+		// Running getBoundingClientRect on a
+		// disconnected node in IE throws an error
+		if ( !elem.getClientRects().length ) {
+			return { top: 0, left: 0 };
+		}
+
+		// Get document-relative position by adding viewport scroll to viewport-relative gBCR
+		rect = elem.getBoundingClientRect();
+		win = elem.ownerDocument.defaultView;
+		return {
+			top: rect.top + win.pageYOffset,
+			left: rect.left + win.pageXOffset
+		};
+	},
+
+	// position() relates an element's margin box to its offset parent's padding box
+	// This corresponds to the behavior of CSS absolute positioning
+	position: function() {
+		if ( !this[ 0 ] ) {
+			return;
+		}
+
+		var offsetParent, offset, doc,
+			elem = this[ 0 ],
+			parentOffset = { top: 0, left: 0 };
+
+		// position:fixed elements are offset from the viewport, which itself always has zero offset
+		if ( jQuery.css( elem, "position" ) === "fixed" ) {
+
+			// Assume position:fixed implies availability of getBoundingClientRect
+			offset = elem.getBoundingClientRect();
+
+		} else {
+			offset = this.offset();
+
+			// Account for the *real* offset parent, which can be the document or its root element
+			// when a statically positioned element is identified
+			doc = elem.ownerDocument;
+			offsetParent = elem.offsetParent || doc.documentElement;
+			while ( offsetParent &&
+				( offsetParent === doc.body || offsetParent === doc.documentElement ) &&
+				jQuery.css( offsetParent, "position" ) === "static" ) {
+
+				offsetParent = offsetParent.parentNode;
+			}
+			if ( offsetParent && offsetParent !== elem && offsetParent.nodeType === 1 ) {
+
+				// Incorporate borders into its offset, since they are outside its content origin
+				parentOffset = jQuery( offsetParent ).offset();
+				parentOffset.top += jQuery.css( offsetParent, "borderTopWidth", true );
+				parentOffset.left += jQuery.css( offsetParent, "borderLeftWidth", true );
+			}
+		}
+
+		// Subtract parent offsets and element margins
+		return {
+			top: offset.top - parentOffset.top - jQuery.css( elem, "marginTop", true ),
+			left: offset.left - parentOffset.left - jQuery.css( elem, "marginLeft", true )
+		};
+	},
+
+	// This method will return documentElement in the following cases:
+	// 1) For the element inside the iframe without offsetParent, this method will return
+	//    documentElement of the parent window
+	// 2) For the hidden or detached element
+	// 3) For body or html element, i.e. in case of the html node - it will return itself
+	//
+	// but those exceptions were never presented as a real life use-cases
+	// and might be considered as more preferable results.
+	//
+	// This logic, however, is not guaranteed and can change at any point in the future
+	offsetParent: function() {
+		return this.map( function() {
+			var offsetParent = this.offsetParent;
+
+			while ( offsetParent && jQuery.css( offsetParent, "position" ) === "static" ) {
+				offsetParent = offsetParent.offsetParent;
+			}
+
+			return offsetParent || documentElement;
+		} );
+	}
+} );
+
+// Create scrollLeft and scrollTop methods
+jQuery.each( { scrollLeft: "pageXOffset", scrollTop: "pageYOffset" }, function( method, prop ) {
+	var top = "pageYOffset" === prop;
+
+	jQuery.fn[ method ] = function( val ) {
+		return access( this, function( elem, method, val ) {
+
+			// Coalesce documents and windows
+			var win;
+			if ( isWindow( elem ) ) {
+				win = elem;
+			} else if ( elem.nodeType === 9 ) {
+				win = elem.defaultView;
+			}
+
+			if ( val === undefined ) {
+				return win ? win[ prop ] : elem[ method ];
+			}
+
+			if ( win ) {
+				win.scrollTo(
+					!top ? val : win.pageXOffset,
+					top ? val : win.pageYOffset
+				);
+
+			} else {
+				elem[ method ] = val;
+			}
+		}, method, val, arguments.length );
+	};
+} );
+
+// Support: Safari <=7 - 9.1, Chrome <=37 - 49
+// Add the top/left cssHooks using jQuery.fn.position
+// Webkit bug: https://bugs.webkit.org/show_bug.cgi?id=29084
+// Blink bug: https://bugs.chromium.org/p/chromium/issues/detail?id=589347
+// getComputedStyle returns percent when specified for top/left/bottom/right;
+// rather than make the css module depend on the offset module, just check for it here
+jQuery.each( [ "top", "left" ], function( _i, prop ) {
+	jQuery.cssHooks[ prop ] = addGetHookIf( support.pixelPosition,
+		function( elem, computed ) {
+			if ( computed ) {
+				computed = curCSS( elem, prop );
+
+				// If curCSS returns percentage, fallback to offset
+				return rnumnonpx.test( computed ) ?
+					jQuery( elem ).position()[ prop ] + "px" :
+					computed;
+			}
+		}
+	);
+} );
+
+
+// Create innerHeight, innerWidth, height, width, outerHeight and outerWidth methods
+jQuery.each( { Height: "height", Width: "width" }, function( name, type ) {
+	jQuery.each( { padding: "inner" + name, content: type, "": "outer" + name },
+		function( defaultExtra, funcName ) {
+
+		// Margin is only for outerHeight, outerWidth
+		jQuery.fn[ funcName ] = function( margin, value ) {
+			var chainable = arguments.length && ( defaultExtra || typeof margin !== "boolean" ),
+				extra = defaultExtra || ( margin === true || value === true ? "margin" : "border" );
+
+			return access( this, function( elem, type, value ) {
+				var doc;
+
+				if ( isWindow( elem ) ) {
+
+					// $( window ).outerWidth/Height return w/h including scrollbars (gh-1729)
+					return funcName.indexOf( "outer" ) === 0 ?
+						elem[ "inner" + name ] :
+						elem.document.documentElement[ "client" + name ];
+				}
+
+				// Get document width or height
+				if ( elem.nodeType === 9 ) {
+					doc = elem.documentElement;
+
+					// Either scroll[Width/Height] or offset[Width/Height] or client[Width/Height],
+					// whichever is greatest
+					return Math.max(
+						elem.body[ "scroll" + name ], doc[ "scroll" + name ],
+						elem.body[ "offset" + name ], doc[ "offset" + name ],
+						doc[ "client" + name ]
+					);
+				}
+
+				return value === undefined ?
+
+					// Get width or height on the element, requesting but not forcing parseFloat
+					jQuery.css( elem, type, extra ) :
+
+					// Set width or height on the element
+					jQuery.style( elem, type, value, extra );
+			}, type, chainable ? margin : undefined, chainable );
+		};
+	} );
+} );
+
+
+jQuery.each( [
+	"ajaxStart",
+	"ajaxStop",
+	"ajaxComplete",
+	"ajaxError",
+	"ajaxSuccess",
+	"ajaxSend"
+], function( _i, type ) {
+	jQuery.fn[ type ] = function( fn ) {
+		return this.on( type, fn );
+	};
+} );
+
+
+
+
+jQuery.fn.extend( {
+
+	bind: function( types, data, fn ) {
+		return this.on( types, null, data, fn );
+	},
+	unbind: function( types, fn ) {
+		return this.off( types, null, fn );
+	},
+
+	delegate: function( selector, types, data, fn ) {
+		return this.on( types, selector, data, fn );
+	},
+	undelegate: function( selector, types, fn ) {
+
+		// ( namespace ) or ( selector, types [, fn] )
+		return arguments.length === 1 ?
+			this.off( selector, "**" ) :
+			this.off( types, selector || "**", fn );
+	},
+
+	hover: function( fnOver, fnOut ) {
+		return this.mouseenter( fnOver ).mouseleave( fnOut || fnOver );
+	}
+} );
+
+jQuery.each( ( "blur focus focusin focusout resize scroll click dblclick " +
+	"mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave " +
+	"change select submit keydown keypress keyup contextmenu" ).split( " " ),
+	function( _i, name ) {
+
+		// Handle event binding
+		jQuery.fn[ name ] = function( data, fn ) {
+			return arguments.length > 0 ?
+				this.on( name, null, data, fn ) :
+				this.trigger( name );
+		};
+	} );
+
+
+
+
+// Support: Android <=4.0 only
+// Make sure we trim BOM and NBSP
+var rtrim = /^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g;
+
+// Bind a function to a context, optionally partially applying any
+// arguments.
+// jQuery.proxy is deprecated to promote standards (specifically Function#bind)
+// However, it is not slated for removal any time soon
+jQuery.proxy = function( fn, context ) {
+	var tmp, args, proxy;
+
+	if ( typeof context === "string" ) {
+		tmp = fn[ context ];
+		context = fn;
+		fn = tmp;
+	}
+
+	// Quick check to determine if target is callable, in the spec
+	// this throws a TypeError, but we will just return undefined.
+	if ( !isFunction( fn ) ) {
+		return undefined;
+	}
+
+	// Simulated bind
+	args = slice.call( arguments, 2 );
+	proxy = function() {
+		return fn.apply( context || this, args.concat( slice.call( arguments ) ) );
+	};
+
+	// Set the guid of unique handler to the same of original handler, so it can be removed
+	proxy.guid = fn.guid = fn.guid || jQuery.guid++;
+
+	return proxy;
+};
+
+jQuery.holdReady = function( hold ) {
+	if ( hold ) {
+		jQuery.readyWait++;
+	} else {
+		jQuery.ready( true );
+	}
+};
+jQuery.isArray = Array.isArray;
+jQuery.parseJSON = JSON.parse;
+jQuery.nodeName = nodeName;
+jQuery.isFunction = isFunction;
+jQuery.isWindow = isWindow;
+jQuery.camelCase = camelCase;
+jQuery.type = toType;
+
+jQuery.now = Date.now;
+
+jQuery.isNumeric = function( obj ) {
+
+	// As of jQuery 3.0, isNumeric is limited to
+	// strings and numbers (primitives or objects)
+	// that can be coerced to finite numbers (gh-2662)
+	var type = jQuery.type( obj );
+	return ( type === "number" || type === "string" ) &&
+
+		// parseFloat NaNs numeric-cast false positives ("")
+		// ...but misinterprets leading-number strings, particularly hex literals ("0x...")
+		// subtraction forces infinities to NaN
+		!isNaN( obj - parseFloat( obj ) );
+};
+
+jQuery.trim = function( text ) {
+	return text == null ?
+		"" :
+		( text + "" ).replace( rtrim, "" );
+};
+
+
+
+// Register as a named AMD module, since jQuery can be concatenated with other
+// files that may use define, but not via a proper concatenation script that
+// understands anonymous AMD modules. A named AMD is safest and most robust
+// way to register. Lowercase jquery is used because AMD module names are
+// derived from file names, and jQuery is normally delivered in a lowercase
+// file name. Do this after creating the global so that if an AMD module wants
+// to call noConflict to hide this version of jQuery, it will work.
+
+// Note that for maximum portability, libraries that are not jQuery should
+// declare themselves as anonymous modules, and avoid setting a global if an
+// AMD loader is present. jQuery is a special case. For more information, see
+// https://github.com/jrburke/requirejs/wiki/Updating-existing-libraries#wiki-anon
+
+if ( typeof define === "function" && define.amd ) {
+	define( "jquery", [], function() {
+		return jQuery;
+	} );
+}
+
+
+
+
+var
+
+	// Map over jQuery in case of overwrite
+	_jQuery = window.jQuery,
+
+	// Map over the $ in case of overwrite
+	_$ = window.$;
+
+jQuery.noConflict = function( deep ) {
+	if ( window.$ === jQuery ) {
+		window.$ = _$;
+	}
+
+	if ( deep && window.jQuery === jQuery ) {
+		window.jQuery = _jQuery;
+	}
+
+	return jQuery;
+};
+
+// Expose jQuery and $ identifiers, even in AMD
+// (#7102#comment:10, https://github.com/jquery/jquery/pull/557)
+// and CommonJS for browser emulators (#13566)
+if ( typeof noGlobal === "undefined" ) {
+	window.jQuery = window.$ = jQuery;
+}
+
+
+
+
+return jQuery;
+} );
diff --git a/_static/jquery.js b/_static/jquery.js
new file mode 100644
index 00000000..b0614034
--- /dev/null
+++ b/_static/jquery.js
@@ -0,0 +1,2 @@
+/*! jQuery v3.5.1 | (c) JS Foundation and other contributors | jquery.org/license */
+!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undefined"!=typeof window?window:this,function(C,e){"use strict";var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return"function"==typeof e&&"number"!=typeof e.nodeType},x=function(e){return null!=e&&e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement("script");if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&&t.getAttribute(r))&&o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+"":"object"==typeof e||"function"==typeof e?n[o.call(e)]||"object":typeof e}var 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diff --git a/_static/language_data.js b/_static/language_data.js
new file mode 100644
index 00000000..ebe2f03b
--- /dev/null
+++ b/_static/language_data.js
@@ -0,0 +1,297 @@
+/*
+ * language_data.js
+ * ~~~~~~~~~~~~~~~~
+ *
+ * This script contains the language-specific data used by searchtools.js,
+ * namely the list of stopwords, stemmer, scorer and splitter.
+ *
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+
+var stopwords = ["a","and","are","as","at","be","but","by","for","if","in","into","is","it","near","no","not","of","on","or","such","that","the","their","then","there","these","they","this","to","was","will","with"];
+
+
+/* Non-minified version is copied as a separate JS file, is available */
+
+/**
+ * Porter Stemmer
+ */
+var Stemmer = function() {
+
+  var step2list = {
+    ational: 'ate',
+    tional: 'tion',
+    enci: 'ence',
+    anci: 'ance',
+    izer: 'ize',
+    bli: 'ble',
+    alli: 'al',
+    entli: 'ent',
+    eli: 'e',
+    ousli: 'ous',
+    ization: 'ize',
+    ation: 'ate',
+    ator: 'ate',
+    alism: 'al',
+    iveness: 'ive',
+    fulness: 'ful',
+    ousness: 'ous',
+    aliti: 'al',
+    iviti: 'ive',
+    biliti: 'ble',
+    logi: 'log'
+  };
+
+  var step3list = {
+    icate: 'ic',
+    ative: '',
+    alize: 'al',
+    iciti: 'ic',
+    ical: 'ic',
+    ful: '',
+    ness: ''
+  };
+
+  var c = "[^aeiou]";          // consonant
+  var v = "[aeiouy]";          // vowel
+  var C = c + "[^aeiouy]*";    // consonant sequence
+  var V = v + "[aeiou]*";      // vowel sequence
+
+  var mgr0 = "^(" + C + ")?" + V + C;                      // [C]VC... is m>0
+  var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$";    // [C]VC[V] is m=1
+  var mgr1 = "^(" + C + ")?" + V + C + V + C;              // [C]VCVC... is m>1
+  var s_v   = "^(" + C + ")?" + v;                         // vowel in stem
+
+  this.stemWord = function (w) {
+    var stem;
+    var suffix;
+    var firstch;
+    var origword = w;
+
+    if (w.length < 3)
+      return w;
+
+    var re;
+    var re2;
+    var re3;
+    var re4;
+
+    firstch = w.substr(0,1);
+    if (firstch == "y")
+      w = firstch.toUpperCase() + w.substr(1);
+
+    // Step 1a
+    re = /^(.+?)(ss|i)es$/;
+    re2 = /^(.+?)([^s])s$/;
+
+    if (re.test(w))
+      w = w.replace(re,"$1$2");
+    else if (re2.test(w))
+      w = w.replace(re2,"$1$2");
+
+    // Step 1b
+    re = /^(.+?)eed$/;
+    re2 = /^(.+?)(ed|ing)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      re = new RegExp(mgr0);
+      if (re.test(fp[1])) {
+        re = /.$/;
+        w = w.replace(re,"");
+      }
+    }
+    else if (re2.test(w)) {
+      var fp = re2.exec(w);
+      stem = fp[1];
+      re2 = new RegExp(s_v);
+      if (re2.test(stem)) {
+        w = stem;
+        re2 = /(at|bl|iz)$/;
+        re3 = new RegExp("([^aeiouylsz])\\1$");
+        re4 = new RegExp("^" + C + v + "[^aeiouwxy]$");
+        if (re2.test(w))
+          w = w + "e";
+        else if (re3.test(w)) {
+          re = /.$/;
+          w = w.replace(re,"");
+        }
+        else if (re4.test(w))
+          w = w + "e";
+      }
+    }
+
+    // Step 1c
+    re = /^(.+?)y$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(s_v);
+      if (re.test(stem))
+        w = stem + "i";
+    }
+
+    // Step 2
+    re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      suffix = fp[2];
+      re = new RegExp(mgr0);
+      if (re.test(stem))
+        w = stem + step2list[suffix];
+    }
+
+    // Step 3
+    re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      suffix = fp[2];
+      re = new RegExp(mgr0);
+      if (re.test(stem))
+        w = stem + step3list[suffix];
+    }
+
+    // Step 4
+    re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;
+    re2 = /^(.+?)(s|t)(ion)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(mgr1);
+      if (re.test(stem))
+        w = stem;
+    }
+    else if (re2.test(w)) {
+      var fp = re2.exec(w);
+      stem = fp[1] + fp[2];
+      re2 = new RegExp(mgr1);
+      if (re2.test(stem))
+        w = stem;
+    }
+
+    // Step 5
+    re = /^(.+?)e$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(mgr1);
+      re2 = new RegExp(meq1);
+      re3 = new RegExp("^" + C + v + "[^aeiouwxy]$");
+      if (re.test(stem) || (re2.test(stem) && !(re3.test(stem))))
+        w = stem;
+    }
+    re = /ll$/;
+    re2 = new RegExp(mgr1);
+    if (re.test(w) && re2.test(w)) {
+      re = /.$/;
+      w = w.replace(re,"");
+    }
+
+    // and turn initial Y back to y
+    if (firstch == "y")
+      w = firstch.toLowerCase() + w.substr(1);
+    return w;
+  }
+}
+
+
+
+
+var splitChars = (function() {
+    var result = {};
+    var singles = [96, 180, 187, 191, 215, 247, 749, 885, 903, 907, 909, 930, 1014, 1648,
+         1748, 1809, 2416, 2473, 2481, 2526, 2601, 2609, 2612, 2615, 2653, 2702,
+         2706, 2729, 2737, 2740, 2857, 2865, 2868, 2910, 2928, 2948, 2961, 2971,
+         2973, 3085, 3089, 3113, 3124, 3213, 3217, 3241, 3252, 3295, 3341, 3345,
+         3369, 3506, 3516, 3633, 3715, 3721, 3736, 3744, 3748, 3750, 3756, 3761,
+         3781, 3912, 4239, 4347, 4681, 4695, 4697, 4745, 4785, 4799, 4801, 4823,
+         4881, 5760, 5901, 5997, 6313, 7405, 8024, 8026, 8028, 8030, 8117, 8125,
+         8133, 8181, 8468, 8485, 8487, 8489, 8494, 8527, 11311, 11359, 11687, 11695,
+         11703, 11711, 11719, 11727, 11735, 12448, 12539, 43010, 43014, 43019, 43587,
+         43696, 43713, 64286, 64297, 64311, 64317, 64319, 64322, 64325, 65141];
+    var i, j, start, end;
+    for (i = 0; i < singles.length; i++) {
+        result[singles[i]] = true;
+    }
+    var ranges = [[0, 47], [58, 64], [91, 94], [123, 169], [171, 177], [182, 184], [706, 709],
+         [722, 735], [741, 747], [751, 879], [888, 889], [894, 901], [1154, 1161],
+         [1318, 1328], [1367, 1368], [1370, 1376], [1416, 1487], [1515, 1519], [1523, 1568],
+         [1611, 1631], [1642, 1645], [1750, 1764], [1767, 1773], [1789, 1790], [1792, 1807],
+         [1840, 1868], [1958, 1968], [1970, 1983], [2027, 2035], [2038, 2041], [2043, 2047],
+         [2070, 2073], [2075, 2083], [2085, 2087], [2089, 2307], [2362, 2364], [2366, 2383],
+         [2385, 2391], [2402, 2405], [2419, 2424], [2432, 2436], [2445, 2446], [2449, 2450],
+         [2483, 2485], [2490, 2492], [2494, 2509], [2511, 2523], [2530, 2533], [2546, 2547],
+         [2554, 2564], [2571, 2574], [2577, 2578], [2618, 2648], [2655, 2661], [2672, 2673],
+         [2677, 2692], [2746, 2748], [2750, 2767], [2769, 2783], [2786, 2789], [2800, 2820],
+         [2829, 2830], [2833, 2834], [2874, 2876], [2878, 2907], [2914, 2917], [2930, 2946],
+         [2955, 2957], [2966, 2968], [2976, 2978], [2981, 2983], [2987, 2989], [3002, 3023],
+         [3025, 3045], [3059, 3076], [3130, 3132], [3134, 3159], [3162, 3167], [3170, 3173],
+         [3184, 3191], [3199, 3204], [3258, 3260], [3262, 3293], [3298, 3301], [3312, 3332],
+         [3386, 3388], [3390, 3423], [3426, 3429], [3446, 3449], [3456, 3460], [3479, 3481],
+         [3518, 3519], [3527, 3584], [3636, 3647], [3655, 3663], [3674, 3712], [3717, 3718],
+         [3723, 3724], [3726, 3731], [3752, 3753], [3764, 3772], [3774, 3775], [3783, 3791],
+         [3802, 3803], [3806, 3839], [3841, 3871], [3892, 3903], [3949, 3975], [3980, 4095],
+         [4139, 4158], [4170, 4175], [4182, 4185], [4190, 4192], [4194, 4196], [4199, 4205],
+         [4209, 4212], [4226, 4237], [4250, 4255], [4294, 4303], [4349, 4351], [4686, 4687],
+         [4702, 4703], [4750, 4751], [4790, 4791], [4806, 4807], [4886, 4887], [4955, 4968],
+         [4989, 4991], [5008, 5023], [5109, 5120], [5741, 5742], [5787, 5791], [5867, 5869],
+         [5873, 5887], [5906, 5919], [5938, 5951], [5970, 5983], [6001, 6015], [6068, 6102],
+         [6104, 6107], [6109, 6111], [6122, 6127], [6138, 6159], [6170, 6175], [6264, 6271],
+         [6315, 6319], [6390, 6399], [6429, 6469], [6510, 6511], [6517, 6527], [6572, 6592],
+         [6600, 6607], [6619, 6655], [6679, 6687], [6741, 6783], [6794, 6799], [6810, 6822],
+         [6824, 6916], [6964, 6980], [6988, 6991], [7002, 7042], [7073, 7085], [7098, 7167],
+         [7204, 7231], [7242, 7244], [7294, 7400], [7410, 7423], [7616, 7679], [7958, 7959],
+         [7966, 7967], [8006, 8007], [8014, 8015], [8062, 8063], [8127, 8129], [8141, 8143],
+         [8148, 8149], [8156, 8159], [8173, 8177], [8189, 8303], [8306, 8307], [8314, 8318],
+         [8330, 8335], [8341, 8449], [8451, 8454], [8456, 8457], [8470, 8472], [8478, 8483],
+         [8506, 8507], [8512, 8516], [8522, 8525], [8586, 9311], [9372, 9449], [9472, 10101],
+         [10132, 11263], [11493, 11498], [11503, 11516], [11518, 11519], [11558, 11567],
+         [11622, 11630], [11632, 11647], [11671, 11679], [11743, 11822], [11824, 12292],
+         [12296, 12320], [12330, 12336], [12342, 12343], [12349, 12352], [12439, 12444],
+         [12544, 12548], [12590, 12592], [12687, 12689], [12694, 12703], [12728, 12783],
+         [12800, 12831], [12842, 12880], [12896, 12927], [12938, 12976], [12992, 13311],
+         [19894, 19967], [40908, 40959], [42125, 42191], [42238, 42239], [42509, 42511],
+         [42540, 42559], [42592, 42593], [42607, 42622], [42648, 42655], [42736, 42774],
+         [42784, 42785], [42889, 42890], [42893, 43002], [43043, 43055], [43062, 43071],
+         [43124, 43137], [43188, 43215], [43226, 43249], [43256, 43258], [43260, 43263],
+         [43302, 43311], [43335, 43359], [43389, 43395], [43443, 43470], [43482, 43519],
+         [43561, 43583], [43596, 43599], [43610, 43615], [43639, 43641], [43643, 43647],
+         [43698, 43700], [43703, 43704], [43710, 43711], [43715, 43738], [43742, 43967],
+         [44003, 44015], [44026, 44031], [55204, 55215], [55239, 55242], [55292, 55295],
+         [57344, 63743], [64046, 64047], [64110, 64111], [64218, 64255], [64263, 64274],
+         [64280, 64284], [64434, 64466], [64830, 64847], [64912, 64913], [64968, 65007],
+         [65020, 65135], [65277, 65295], [65306, 65312], [65339, 65344], [65371, 65381],
+         [65471, 65473], [65480, 65481], [65488, 65489], [65496, 65497]];
+    for (i = 0; i < ranges.length; i++) {
+        start = ranges[i][0];
+        end = ranges[i][1];
+        for (j = start; j <= end; j++) {
+            result[j] = true;
+        }
+    }
+    return result;
+})();
+
+function splitQuery(query) {
+    var result = [];
+    var start = -1;
+    for (var i = 0; i < query.length; i++) {
+        if (splitChars[query.charCodeAt(i)]) {
+            if (start !== -1) {
+                result.push(query.slice(start, i));
+                start = -1;
+            }
+        } else if (start === -1) {
+            start = i;
+        }
+    }
+    if (start !== -1) {
+        result.push(query.slice(start));
+    }
+    return result;
+}
+
+
diff --git a/_static/locales/ar/LC_MESSAGES/booktheme.po b/_static/locales/ar/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..b5c145f5
--- /dev/null
+++ b/_static/locales/ar/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ar\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "مخزن"
+
+msgid "open issue"
+msgstr "قضية مفتوحة"
+
+msgid "Contents"
+msgstr "محتويات"
+
+msgid "Fullscreen mode"
+msgstr "وضع ملء الشاشة"
+
+msgid "Download this page"
+msgstr "قم بتنزيل هذه الصفحة"
+
+msgid "Download source file"
+msgstr "تنزيل ملف المصدر"
+
+msgid "Launch"
+msgstr "إطلاق"
+
+msgid "Edit this page"
+msgstr "قم بتحرير هذه الصفحة"
+
+msgid "Toggle navigation"
+msgstr "تبديل التنقل"
+
+msgid "Theme by the"
+msgstr "موضوع بواسطة"
+
+msgid "Source repository"
+msgstr "مستودع المصدر"
+
+msgid "Last updated on"
+msgstr "آخر تحديث في"
+
+msgid "By the"
+msgstr "بواسطة"
+
+msgid "Sphinx Book Theme"
+msgstr "موضوع كتاب أبو الهول"
+
+msgid "Open an issue"
+msgstr "افتح قضية"
+
+msgid "next page"
+msgstr "الصفحة التالية"
+
+msgid "Copyright"
+msgstr "حقوق النشر"
+
+msgid "Search this book..."
+msgstr "بحث في هذا الكتاب ..."
+
+msgid "Print to PDF"
+msgstr "طباعة إلى PDF"
+
+msgid "By"
+msgstr "بواسطة"
+
+msgid "previous page"
+msgstr "الصفحة السابقة"
+
+msgid "Search the docs ..."
+msgstr "ابحث في المستندات ..."
+
+msgid "Download notebook file"
+msgstr "تنزيل ملف دفتر الملاحظات"
+
+msgid "suggest edit"
+msgstr "أقترح تحرير"
diff --git a/_static/locales/bg/LC_MESSAGES/booktheme.po b/_static/locales/bg/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..4e1bc06a
--- /dev/null
+++ b/_static/locales/bg/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: bg\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "хранилище"
+
+msgid "open issue"
+msgstr "отворен брой"
+
+msgid "Contents"
+msgstr "Съдържание"
+
+msgid "Fullscreen mode"
+msgstr "Режим на цял екран"
+
+msgid "Download this page"
+msgstr "Изтеглете тази страница"
+
+msgid "Download source file"
+msgstr "Изтеглете изходния файл"
+
+msgid "Launch"
+msgstr "Стартиране"
+
+msgid "Edit this page"
+msgstr "Редактирайте тази страница"
+
+msgid "Toggle navigation"
+msgstr "Превключване на навигацията"
+
+msgid "Theme by the"
+msgstr "Тема от"
+
+msgid "Source repository"
+msgstr "Хранилище на източника"
+
+msgid "Last updated on"
+msgstr "Последна актуализация на"
+
+msgid "By the"
+msgstr "По"
+
+msgid "Sphinx Book Theme"
+msgstr "Тема на книгата Sphinx"
+
+msgid "Open an issue"
+msgstr "Отворете проблем"
+
+msgid "next page"
+msgstr "Следваща страница"
+
+msgid "Copyright"
+msgstr "Авторско право"
+
+msgid "Search this book..."
+msgstr "Търсене в тази книга ..."
+
+msgid "Print to PDF"
+msgstr "Печат в PDF"
+
+msgid "By"
+msgstr "От"
+
+msgid "previous page"
+msgstr "предишна страница"
+
+msgid "Search the docs ..."
+msgstr "Търсене в документите ..."
+
+msgid "Download notebook file"
+msgstr "Изтеглете файла на бележника"
+
+msgid "suggest edit"
+msgstr "предложи редактиране"
diff --git a/_static/locales/bn/LC_MESSAGES/booktheme.po b/_static/locales/bn/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..6722be29
--- /dev/null
+++ b/_static/locales/bn/LC_MESSAGES/booktheme.po
@@ -0,0 +1,66 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: bn\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "open issue"
+msgstr "খোলা সমস্যা"
+
+msgid "Download this page"
+msgstr "এই পৃষ্ঠাটি ডাউনলোড করুন"
+
+msgid "Download source file"
+msgstr "উত্স ফাইল ডাউনলোড করুন"
+
+msgid "Launch"
+msgstr "শুরু করা"
+
+msgid "Edit this page"
+msgstr "এই পৃষ্ঠাটি সম্পাদনা করুন"
+
+msgid "Toggle navigation"
+msgstr "নেভিগেশন টগল করুন"
+
+msgid "Theme by the"
+msgstr "থিম দ্বারা"
+
+msgid "Source repository"
+msgstr "উত্স সংগ্রহস্থল"
+
+msgid "Last updated on"
+msgstr "সর্বশেষ আপডেট"
+
+msgid "By the"
+msgstr "দ্বারা"
+
+msgid "Sphinx Book Theme"
+msgstr "স্পিনিক্স বুক থিম"
+
+msgid "Open an issue"
+msgstr "একটি সমস্যা খুলুন"
+
+msgid "next page"
+msgstr "পরবর্তী পৃষ্ঠা"
+
+msgid "Copyright"
+msgstr "কপিরাইট"
+
+msgid "Search this book..."
+msgstr "এই বইটি অনুসন্ধান করুন ..."
+
+msgid "Print to PDF"
+msgstr "পিডিএফ প্রিন্ট করুন"
+
+msgid "By"
+msgstr "দ্বারা"
+
+msgid "previous page"
+msgstr "আগের পৃষ্ঠা"
+
+msgid "Download notebook file"
+msgstr "নোটবুক ফাইল ডাউনলোড করুন"
diff --git a/_static/locales/ca/LC_MESSAGES/booktheme.po b/_static/locales/ca/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..546e395e
--- /dev/null
+++ b/_static/locales/ca/LC_MESSAGES/booktheme.po
@@ -0,0 +1,69 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ca\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "open issue"
+msgstr "número obert"
+
+msgid "Download this page"
+msgstr "Descarregueu aquesta pàgina"
+
+msgid "Download source file"
+msgstr "Baixeu el fitxer font"
+
+msgid "Launch"
+msgstr "Llançament"
+
+msgid "Edit this page"
+msgstr "Editeu aquesta pàgina"
+
+msgid "Toggle navigation"
+msgstr "Commuta la navegació"
+
+msgid "Theme by the"
+msgstr "Tema del"
+
+msgid "Source repository"
+msgstr "Dipòsit de fonts"
+
+msgid "Last updated on"
+msgstr "Darrera actualització el"
+
+msgid "By the"
+msgstr "Per la"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema del llibre Esfinx"
+
+msgid "Open an issue"
+msgstr "Obriu un número"
+
+msgid "next page"
+msgstr "pàgina següent"
+
+msgid "Copyright"
+msgstr "Copyright"
+
+msgid "Search this book..."
+msgstr "Cerca en aquest llibre ..."
+
+msgid "Print to PDF"
+msgstr "Imprimeix a PDF"
+
+msgid "By"
+msgstr "Per"
+
+msgid "previous page"
+msgstr "Pàgina anterior"
+
+msgid "Download notebook file"
+msgstr "Descarregar fitxer de quadern"
+
+msgid "suggest edit"
+msgstr "suggerir edició"
diff --git a/_static/locales/cs/LC_MESSAGES/booktheme.po b/_static/locales/cs/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..48895566
--- /dev/null
+++ b/_static/locales/cs/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: cs\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "úložiště"
+
+msgid "open issue"
+msgstr "otevřené číslo"
+
+msgid "Contents"
+msgstr "Obsah"
+
+msgid "Fullscreen mode"
+msgstr "Režim celé obrazovky"
+
+msgid "Download this page"
+msgstr "Stáhněte si tuto stránku"
+
+msgid "Download source file"
+msgstr "Stáhněte si zdrojový soubor"
+
+msgid "Launch"
+msgstr "Zahájení"
+
+msgid "Edit this page"
+msgstr "Upravit tuto stránku"
+
+msgid "Toggle navigation"
+msgstr "Přepnout navigaci"
+
+msgid "Theme by the"
+msgstr "Téma od"
+
+msgid "Source repository"
+msgstr "Zdrojové úložiště"
+
+msgid "Last updated on"
+msgstr "Naposledy aktualizováno"
+
+msgid "By the"
+msgstr "Podle"
+
+msgid "Sphinx Book Theme"
+msgstr "Téma knihy Sfinga"
+
+msgid "Open an issue"
+msgstr "Otevřete problém"
+
+msgid "next page"
+msgstr "další strana"
+
+msgid "Copyright"
+msgstr "autorská práva"
+
+msgid "Search this book..."
+msgstr "Hledat v této knize ..."
+
+msgid "Print to PDF"
+msgstr "Tisk do PDF"
+
+msgid "By"
+msgstr "Podle"
+
+msgid "previous page"
+msgstr "předchozí stránka"
+
+msgid "Search the docs ..."
+msgstr "Hledat v dokumentech ..."
+
+msgid "Download notebook file"
+msgstr "Stáhnout soubor poznámkového bloku"
+
+msgid "suggest edit"
+msgstr "navrhnout úpravy"
diff --git a/_static/locales/da/LC_MESSAGES/booktheme.po b/_static/locales/da/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..675a05fc
--- /dev/null
+++ b/_static/locales/da/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: da\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "lager"
+
+msgid "open issue"
+msgstr "åbent nummer"
+
+msgid "Contents"
+msgstr "Indhold"
+
+msgid "Fullscreen mode"
+msgstr "Fuldskærmstilstand"
+
+msgid "Download this page"
+msgstr "Download denne side"
+
+msgid "Download source file"
+msgstr "Download kildefil"
+
+msgid "Launch"
+msgstr "Start"
+
+msgid "Edit this page"
+msgstr "Rediger denne side"
+
+msgid "Toggle navigation"
+msgstr "Skift navigation"
+
+msgid "Theme by the"
+msgstr "Tema af"
+
+msgid "Source repository"
+msgstr "Kildelager"
+
+msgid "Last updated on"
+msgstr "Sidst opdateret den"
+
+msgid "By the"
+msgstr "Ved"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx bogtema"
+
+msgid "Open an issue"
+msgstr "Åbn et problem"
+
+msgid "next page"
+msgstr "Næste side"
+
+msgid "Copyright"
+msgstr "ophavsret"
+
+msgid "Search this book..."
+msgstr "Søg i denne bog ..."
+
+msgid "Print to PDF"
+msgstr "Udskriv til PDF"
+
+msgid "By"
+msgstr "Ved"
+
+msgid "previous page"
+msgstr "forrige side"
+
+msgid "Search the docs ..."
+msgstr "Søg i dokumenterne ..."
+
+msgid "Download notebook file"
+msgstr "Download notesbog-fil"
+
+msgid "suggest edit"
+msgstr "foreslå redigering"
diff --git a/_static/locales/de/LC_MESSAGES/booktheme.po b/_static/locales/de/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..70eaab54
--- /dev/null
+++ b/_static/locales/de/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: de\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "Repository"
+
+msgid "open issue"
+msgstr "offenes Thema"
+
+msgid "Contents"
+msgstr "Inhalt"
+
+msgid "Fullscreen mode"
+msgstr "Vollbildmodus"
+
+msgid "Download this page"
+msgstr "Laden Sie diese Seite herunter"
+
+msgid "Download source file"
+msgstr "Quelldatei herunterladen"
+
+msgid "Launch"
+msgstr "Starten"
+
+msgid "Edit this page"
+msgstr "Bearbeite diese Seite"
+
+msgid "Toggle navigation"
+msgstr "Navigation umschalten"
+
+msgid "Theme by the"
+msgstr "Thema von der"
+
+msgid "Source repository"
+msgstr "Quell-Repository"
+
+msgid "Last updated on"
+msgstr "Zuletzt aktualisiert am"
+
+msgid "By the"
+msgstr "Bis zum"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx-Buch-Thema"
+
+msgid "Open an issue"
+msgstr "Öffnen Sie ein Problem"
+
+msgid "next page"
+msgstr "Nächste Seite"
+
+msgid "Copyright"
+msgstr "Urheberrechte ©"
+
+msgid "Search this book..."
+msgstr "Dieses Buch durchsuchen ..."
+
+msgid "Print to PDF"
+msgstr "In PDF drucken"
+
+msgid "By"
+msgstr "Durch"
+
+msgid "previous page"
+msgstr "vorherige Seite"
+
+msgid "Search the docs ..."
+msgstr "Durchsuchen Sie die Dokumente ..."
+
+msgid "Download notebook file"
+msgstr "Notebook-Datei herunterladen"
+
+msgid "suggest edit"
+msgstr "vorschlagen zu bearbeiten"
diff --git a/_static/locales/el/LC_MESSAGES/booktheme.po b/_static/locales/el/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..222cfa3a
--- /dev/null
+++ b/_static/locales/el/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: el\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "αποθήκη"
+
+msgid "open issue"
+msgstr "ανοιχτό ζήτημα"
+
+msgid "Contents"
+msgstr "Περιεχόμενα"
+
+msgid "Fullscreen mode"
+msgstr "ΛΕΙΤΟΥΡΓΙΑ ΠΛΗΡΟΥΣ ΟΘΟΝΗΣ"
+
+msgid "Download this page"
+msgstr "Λήψη αυτής της σελίδας"
+
+msgid "Download source file"
+msgstr "Λήψη αρχείου προέλευσης"
+
+msgid "Launch"
+msgstr "Εκτόξευση"
+
+msgid "Edit this page"
+msgstr "Επεξεργαστείτε αυτήν τη σελίδα"
+
+msgid "Toggle navigation"
+msgstr "Εναλλαγή πλοήγησης"
+
+msgid "Theme by the"
+msgstr "Θέμα από το"
+
+msgid "Source repository"
+msgstr "Αποθήκη πηγής"
+
+msgid "Last updated on"
+msgstr "Τελευταία ενημέρωση στις"
+
+msgid "By the"
+msgstr "Από το"
+
+msgid "Sphinx Book Theme"
+msgstr "Θέμα βιβλίου Sphinx"
+
+msgid "Open an issue"
+msgstr "Ανοίξτε ένα ζήτημα"
+
+msgid "next page"
+msgstr "επόμενη σελίδα"
+
+msgid "Copyright"
+msgstr "Πνευματική ιδιοκτησία"
+
+msgid "Search this book..."
+msgstr "Αναζήτηση σε αυτό το βιβλίο ..."
+
+msgid "Print to PDF"
+msgstr "Εκτύπωση σε PDF"
+
+msgid "By"
+msgstr "Με"
+
+msgid "previous page"
+msgstr "προηγούμενη σελίδα"
+
+msgid "Search the docs ..."
+msgstr "Αναζήτηση στα έγγραφα ..."
+
+msgid "Download notebook file"
+msgstr "Λήψη αρχείου σημειωματάριου"
+
+msgid "suggest edit"
+msgstr "προτείνω επεξεργασία"
diff --git a/_static/locales/eo/LC_MESSAGES/booktheme.po b/_static/locales/eo/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..bdf994b4
--- /dev/null
+++ b/_static/locales/eo/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: eo\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "deponejo"
+
+msgid "open issue"
+msgstr "malferma numero"
+
+msgid "Contents"
+msgstr "Enhavo"
+
+msgid "Fullscreen mode"
+msgstr "Plenekrana reĝimo"
+
+msgid "Download this page"
+msgstr "Elŝutu ĉi tiun paĝon"
+
+msgid "Download source file"
+msgstr "Elŝutu fontodosieron"
+
+msgid "Launch"
+msgstr "Lanĉo"
+
+msgid "Edit this page"
+msgstr "Redaktu ĉi tiun paĝon"
+
+msgid "Toggle navigation"
+msgstr "Ŝalti navigadon"
+
+msgid "Theme by the"
+msgstr "Temo de la"
+
+msgid "Source repository"
+msgstr "Fonto-deponejo"
+
+msgid "Last updated on"
+msgstr "Laste ĝisdatigita la"
+
+msgid "By the"
+msgstr "Per la"
+
+msgid "Sphinx Book Theme"
+msgstr "Sfinksa Libro-Temo"
+
+msgid "Open an issue"
+msgstr "Malfermu numeron"
+
+msgid "next page"
+msgstr "sekva paĝo"
+
+msgid "Copyright"
+msgstr "Kopirajto"
+
+msgid "Search this book..."
+msgstr "Serĉu ĉi tiun libron ..."
+
+msgid "Print to PDF"
+msgstr "Presi al PDF"
+
+msgid "By"
+msgstr "De"
+
+msgid "previous page"
+msgstr "antaŭa paĝo"
+
+msgid "Search the docs ..."
+msgstr "Serĉu la dokumentojn ..."
+
+msgid "Download notebook file"
+msgstr "Elŝutu kajeran dosieron"
+
+msgid "suggest edit"
+msgstr "sugesti redaktadon"
diff --git a/_static/locales/es/LC_MESSAGES/booktheme.po b/_static/locales/es/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..b23d3ec6
--- /dev/null
+++ b/_static/locales/es/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: es\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "repositorio"
+
+msgid "open issue"
+msgstr "Tema abierto"
+
+msgid "Contents"
+msgstr "Contenido"
+
+msgid "Fullscreen mode"
+msgstr "Modo de pantalla completa"
+
+msgid "Download this page"
+msgstr "Descarga esta pagina"
+
+msgid "Download source file"
+msgstr "Descargar archivo fuente"
+
+msgid "Launch"
+msgstr "Lanzamiento"
+
+msgid "Edit this page"
+msgstr "Edita esta página"
+
+msgid "Toggle navigation"
+msgstr "Navegación de palanca"
+
+msgid "Theme by the"
+msgstr "Tema por el"
+
+msgid "Source repository"
+msgstr "Repositorio de origen"
+
+msgid "Last updated on"
+msgstr "Ultima actualización en"
+
+msgid "By the"
+msgstr "Por el"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema del libro de la esfinge"
+
+msgid "Open an issue"
+msgstr "Abrir un problema"
+
+msgid "next page"
+msgstr "siguiente página"
+
+msgid "Copyright"
+msgstr "Derechos de autor"
+
+msgid "Search this book..."
+msgstr "Buscar este libro ..."
+
+msgid "Print to PDF"
+msgstr "Imprimir en PDF"
+
+msgid "By"
+msgstr "Por"
+
+msgid "previous page"
+msgstr "pagina anterior"
+
+msgid "Search the docs ..."
+msgstr "Buscar los documentos ..."
+
+msgid "Download notebook file"
+msgstr "Descargar archivo de cuaderno"
+
+msgid "suggest edit"
+msgstr "sugerir editar"
diff --git a/_static/locales/et/LC_MESSAGES/booktheme.po b/_static/locales/et/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..664c2463
--- /dev/null
+++ b/_static/locales/et/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: et\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "hoidla"
+
+msgid "open issue"
+msgstr "avatud küsimus"
+
+msgid "Contents"
+msgstr "Sisu"
+
+msgid "Fullscreen mode"
+msgstr "Täisekraanirežiim"
+
+msgid "Download this page"
+msgstr "Laadige see leht alla"
+
+msgid "Download source file"
+msgstr "Laadige alla lähtefail"
+
+msgid "Launch"
+msgstr "Käivitage"
+
+msgid "Edit this page"
+msgstr "Muutke seda lehte"
+
+msgid "Toggle navigation"
+msgstr "Lülita navigeerimine sisse"
+
+msgid "Theme by the"
+msgstr "Teema"
+
+msgid "Source repository"
+msgstr "Allikahoidla"
+
+msgid "Last updated on"
+msgstr "Viimati uuendatud"
+
+msgid "By the"
+msgstr "Autor"
+
+msgid "Sphinx Book Theme"
+msgstr "Sfinksiraamatu teema"
+
+msgid "Open an issue"
+msgstr "Avage probleem"
+
+msgid "next page"
+msgstr "järgmine leht"
+
+msgid "Copyright"
+msgstr "Autoriõigus"
+
+msgid "Search this book..."
+msgstr "Otsige sellest raamatust ..."
+
+msgid "Print to PDF"
+msgstr "Prindi PDF-i"
+
+msgid "By"
+msgstr "Kõrval"
+
+msgid "previous page"
+msgstr "eelmine leht"
+
+msgid "Search the docs ..."
+msgstr "Dokumentidest otsimine ..."
+
+msgid "Download notebook file"
+msgstr "Laadige sülearvuti fail alla"
+
+msgid "suggest edit"
+msgstr "soovita muuta"
diff --git a/_static/locales/fi/LC_MESSAGES/booktheme.po b/_static/locales/fi/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..c4b0d308
--- /dev/null
+++ b/_static/locales/fi/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: fi\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "arkisto"
+
+msgid "open issue"
+msgstr "avoin ongelma"
+
+msgid "Contents"
+msgstr "Sisällys"
+
+msgid "Fullscreen mode"
+msgstr "Koko näytön tila"
+
+msgid "Download this page"
+msgstr "Lataa tämä sivu"
+
+msgid "Download source file"
+msgstr "Lataa lähdetiedosto"
+
+msgid "Launch"
+msgstr "Tuoda markkinoille"
+
+msgid "Edit this page"
+msgstr "Muokkaa tätä sivua"
+
+msgid "Toggle navigation"
+msgstr "Vaihda navigointia"
+
+msgid "Theme by the"
+msgstr "Teeman tekijä"
+
+msgid "Source repository"
+msgstr "Lähteen arkisto"
+
+msgid "Last updated on"
+msgstr "Viimeksi päivitetty"
+
+msgid "By the"
+msgstr "Mukaan"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx-kirjan teema"
+
+msgid "Open an issue"
+msgstr "Avaa ongelma"
+
+msgid "next page"
+msgstr "seuraava sivu"
+
+msgid "Copyright"
+msgstr "Tekijänoikeus"
+
+msgid "Search this book..."
+msgstr "Hae tästä kirjasta ..."
+
+msgid "Print to PDF"
+msgstr "Tulosta PDF-tiedostoon"
+
+msgid "By"
+msgstr "Tekijä"
+
+msgid "previous page"
+msgstr "Edellinen sivu"
+
+msgid "Search the docs ..."
+msgstr "Hae dokumenteista ..."
+
+msgid "Download notebook file"
+msgstr "Lataa muistikirjatiedosto"
+
+msgid "suggest edit"
+msgstr "ehdottaa muokkausta"
diff --git a/_static/locales/fr/LC_MESSAGES/booktheme.po b/_static/locales/fr/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..93762ce6
--- /dev/null
+++ b/_static/locales/fr/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: fr\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "dépôt"
+
+msgid "open issue"
+msgstr "signaler un problème"
+
+msgid "Contents"
+msgstr "Contenu"
+
+msgid "Fullscreen mode"
+msgstr "Mode plein écran"
+
+msgid "Download this page"
+msgstr "Téléchargez cette page"
+
+msgid "Download source file"
+msgstr "Télécharger le fichier source"
+
+msgid "Launch"
+msgstr "lancement"
+
+msgid "Edit this page"
+msgstr "Modifier cette page"
+
+msgid "Toggle navigation"
+msgstr "Basculer la navigation"
+
+msgid "Theme by the"
+msgstr "Thème par le"
+
+msgid "Source repository"
+msgstr "Dépôt source"
+
+msgid "Last updated on"
+msgstr "Dernière mise à jour le"
+
+msgid "By the"
+msgstr "Par le"
+
+msgid "Sphinx Book Theme"
+msgstr "Thème du livre Sphinx"
+
+msgid "Open an issue"
+msgstr "Ouvrez un problème"
+
+msgid "next page"
+msgstr "page suivante"
+
+msgid "Copyright"
+msgstr "droits d'auteur"
+
+msgid "Search this book..."
+msgstr "Rechercher dans ce livre ..."
+
+msgid "Print to PDF"
+msgstr "Imprimer au format PDF"
+
+msgid "By"
+msgstr "Par"
+
+msgid "previous page"
+msgstr "page précédente"
+
+msgid "Search the docs ..."
+msgstr "Rechercher dans les documents ..."
+
+msgid "Download notebook file"
+msgstr "Télécharger le fichier notebook"
+
+msgid "suggest edit"
+msgstr "suggestion de modification"
diff --git a/_static/locales/hr/LC_MESSAGES/booktheme.po b/_static/locales/hr/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..7e945999
--- /dev/null
+++ b/_static/locales/hr/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: hr\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "spremište"
+
+msgid "open issue"
+msgstr "otvoreno izdanje"
+
+msgid "Contents"
+msgstr "Sadržaj"
+
+msgid "Fullscreen mode"
+msgstr "Način preko cijelog zaslona"
+
+msgid "Download this page"
+msgstr "Preuzmite ovu stranicu"
+
+msgid "Download source file"
+msgstr "Preuzmi izvornu datoteku"
+
+msgid "Launch"
+msgstr "Pokrenite"
+
+msgid "Edit this page"
+msgstr "Uredite ovu stranicu"
+
+msgid "Toggle navigation"
+msgstr "Uključi / isključi navigaciju"
+
+msgid "Theme by the"
+msgstr "Tema autora"
+
+msgid "Source repository"
+msgstr "Izvorno spremište"
+
+msgid "Last updated on"
+msgstr "Posljednje ažuriranje:"
+
+msgid "By the"
+msgstr "Od strane"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema knjige Sphinx"
+
+msgid "Open an issue"
+msgstr "Otvorite izdanje"
+
+msgid "next page"
+msgstr "sljedeća stranica"
+
+msgid "Copyright"
+msgstr "Autorska prava"
+
+msgid "Search this book..."
+msgstr "Pretražite ovu knjigu ..."
+
+msgid "Print to PDF"
+msgstr "Ispis u PDF"
+
+msgid "By"
+msgstr "Po"
+
+msgid "previous page"
+msgstr "Prethodna stranica"
+
+msgid "Search the docs ..."
+msgstr "Pretražite dokumente ..."
+
+msgid "Download notebook file"
+msgstr "Preuzmi datoteku bilježnice"
+
+msgid "suggest edit"
+msgstr "predloži uređivanje"
diff --git a/_static/locales/id/LC_MESSAGES/booktheme.po b/_static/locales/id/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..fbeca807
--- /dev/null
+++ b/_static/locales/id/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: id\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "gudang"
+
+msgid "open issue"
+msgstr "masalah terbuka"
+
+msgid "Contents"
+msgstr "Isi"
+
+msgid "Fullscreen mode"
+msgstr "Mode layar penuh"
+
+msgid "Download this page"
+msgstr "Unduh halaman ini"
+
+msgid "Download source file"
+msgstr "Unduh file sumber"
+
+msgid "Launch"
+msgstr "Meluncurkan"
+
+msgid "Edit this page"
+msgstr "Edit halaman ini"
+
+msgid "Toggle navigation"
+msgstr "Alihkan navigasi"
+
+msgid "Theme by the"
+msgstr "Tema oleh"
+
+msgid "Source repository"
+msgstr "Repositori sumber"
+
+msgid "Last updated on"
+msgstr "Terakhir diperbarui saat"
+
+msgid "By the"
+msgstr "Oleh"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema Buku Sphinx"
+
+msgid "Open an issue"
+msgstr "Buka masalah"
+
+msgid "next page"
+msgstr "halaman selanjutnya"
+
+msgid "Copyright"
+msgstr "hak cipta"
+
+msgid "Search this book..."
+msgstr "Telusuri buku ini ..."
+
+msgid "Print to PDF"
+msgstr "Cetak ke PDF"
+
+msgid "By"
+msgstr "Oleh"
+
+msgid "previous page"
+msgstr "halaman sebelumnya"
+
+msgid "Search the docs ..."
+msgstr "Telusuri dokumen ..."
+
+msgid "Download notebook file"
+msgstr "Unduh file notebook"
+
+msgid "suggest edit"
+msgstr "menyarankan edit"
diff --git a/_static/locales/it/LC_MESSAGES/booktheme.po b/_static/locales/it/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..f64a72b3
--- /dev/null
+++ b/_static/locales/it/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: it\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "repository"
+
+msgid "open issue"
+msgstr "questione aperta"
+
+msgid "Contents"
+msgstr "Contenuti"
+
+msgid "Fullscreen mode"
+msgstr "Modalità schermo intero"
+
+msgid "Download this page"
+msgstr "Scarica questa pagina"
+
+msgid "Download source file"
+msgstr "Scarica il file sorgente"
+
+msgid "Launch"
+msgstr "Lanciare"
+
+msgid "Edit this page"
+msgstr "Modifica questa pagina"
+
+msgid "Toggle navigation"
+msgstr "Attiva / disattiva la navigazione"
+
+msgid "Theme by the"
+msgstr "Tema di"
+
+msgid "Source repository"
+msgstr "Repository di origine"
+
+msgid "Last updated on"
+msgstr "Ultimo aggiornamento il"
+
+msgid "By the"
+msgstr "Dal"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema del libro della Sfinge"
+
+msgid "Open an issue"
+msgstr "Apri un problema"
+
+msgid "next page"
+msgstr "pagina successiva"
+
+msgid "Copyright"
+msgstr "Diritto d'autore"
+
+msgid "Search this book..."
+msgstr "Cerca in questo libro ..."
+
+msgid "Print to PDF"
+msgstr "Stampa in PDF"
+
+msgid "By"
+msgstr "Di"
+
+msgid "previous page"
+msgstr "pagina precedente"
+
+msgid "Search the docs ..."
+msgstr "Cerca nei documenti ..."
+
+msgid "Download notebook file"
+msgstr "Scarica il file del taccuino"
+
+msgid "suggest edit"
+msgstr "suggerisci modifica"
diff --git a/_static/locales/iw/LC_MESSAGES/booktheme.po b/_static/locales/iw/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..a2a09f09
--- /dev/null
+++ b/_static/locales/iw/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: iw\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "מאגר"
+
+msgid "open issue"
+msgstr "בעיה פתוחה"
+
+msgid "Contents"
+msgstr "תוכן"
+
+msgid "Fullscreen mode"
+msgstr "מצב מסך מלא"
+
+msgid "Download this page"
+msgstr "הורד דף זה"
+
+msgid "Download source file"
+msgstr "הורד את קובץ המקור"
+
+msgid "Launch"
+msgstr "לְהַשִׁיק"
+
+msgid "Edit this page"
+msgstr "ערוך דף זה"
+
+msgid "Toggle navigation"
+msgstr "החלף ניווט"
+
+msgid "Theme by the"
+msgstr "נושא מאת"
+
+msgid "Source repository"
+msgstr "מאגר המקורות"
+
+msgid "Last updated on"
+msgstr "עודכן לאחרונה ב"
+
+msgid "By the"
+msgstr "דרך"
+
+msgid "Sphinx Book Theme"
+msgstr "נושא ספר ספינקס"
+
+msgid "Open an issue"
+msgstr "פתח גיליון"
+
+msgid "next page"
+msgstr "עמוד הבא"
+
+msgid "Copyright"
+msgstr "זכויות יוצרים"
+
+msgid "Search this book..."
+msgstr "חפש בספר זה ..."
+
+msgid "Print to PDF"
+msgstr "הדפס לקובץ PDF"
+
+msgid "By"
+msgstr "על ידי"
+
+msgid "previous page"
+msgstr "עמוד קודם"
+
+msgid "Search the docs ..."
+msgstr "חפש במסמכים ..."
+
+msgid "Download notebook file"
+msgstr "הורד קובץ מחברת"
+
+msgid "suggest edit"
+msgstr "מציע לערוך"
diff --git a/_static/locales/ja/LC_MESSAGES/booktheme.po b/_static/locales/ja/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..216d5401
--- /dev/null
+++ b/_static/locales/ja/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ja\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "リポジトリ"
+
+msgid "open issue"
+msgstr "未解決の問題"
+
+msgid "Contents"
+msgstr "目次"
+
+msgid "Fullscreen mode"
+msgstr "全画面モード"
+
+msgid "Download this page"
+msgstr "このページをダウンロード"
+
+msgid "Download source file"
+msgstr "ソースファイルをダウンロード"
+
+msgid "Launch"
+msgstr "起動"
+
+msgid "Edit this page"
+msgstr "このページを編集"
+
+msgid "Toggle navigation"
+msgstr "ナビゲーションを切り替え"
+
+msgid "Theme by the"
+msgstr "のテーマ"
+
+msgid "Source repository"
+msgstr "ソースリポジトリ"
+
+msgid "Last updated on"
+msgstr "最終更新日"
+
+msgid "By the"
+msgstr "によって"
+
+msgid "Sphinx Book Theme"
+msgstr "スフィンクスの本のテーマ"
+
+msgid "Open an issue"
+msgstr "問題を報告"
+
+msgid "next page"
+msgstr "次のページ"
+
+msgid "Copyright"
+msgstr "Copyright"
+
+msgid "Search this book..."
+msgstr "この本を検索..."
+
+msgid "Print to PDF"
+msgstr "PDFに印刷"
+
+msgid "By"
+msgstr "著者"
+
+msgid "previous page"
+msgstr "前のページ"
+
+msgid "Search the docs ..."
+msgstr "ドキュメントを検索..."
+
+msgid "Download notebook file"
+msgstr "ノートブックファイルをダウンロード"
+
+msgid "suggest edit"
+msgstr "編集を提案する"
diff --git a/_static/locales/ko/LC_MESSAGES/booktheme.po b/_static/locales/ko/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..8c19ab6d
--- /dev/null
+++ b/_static/locales/ko/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ko\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "저장소"
+
+msgid "open issue"
+msgstr "열린 문제"
+
+msgid "Contents"
+msgstr "내용"
+
+msgid "Fullscreen mode"
+msgstr "전체 화면으로보기"
+
+msgid "Download this page"
+msgstr "이 페이지 다운로드"
+
+msgid "Download source file"
+msgstr "소스 파일 다운로드"
+
+msgid "Launch"
+msgstr "시작하다"
+
+msgid "Edit this page"
+msgstr "이 페이지 편집"
+
+msgid "Toggle navigation"
+msgstr "탐색 전환"
+
+msgid "Theme by the"
+msgstr "테마별"
+
+msgid "Source repository"
+msgstr "소스 저장소"
+
+msgid "Last updated on"
+msgstr "마지막 업데이트"
+
+msgid "By the"
+msgstr "에 의해"
+
+msgid "Sphinx Book Theme"
+msgstr "스핑크스 도서 테마"
+
+msgid "Open an issue"
+msgstr "이슈 열기"
+
+msgid "next page"
+msgstr "다음 페이지"
+
+msgid "Copyright"
+msgstr "저작권"
+
+msgid "Search this book..."
+msgstr "이 책 검색 ..."
+
+msgid "Print to PDF"
+msgstr "PDF로 인쇄"
+
+msgid "By"
+msgstr "으로"
+
+msgid "previous page"
+msgstr "이전 페이지"
+
+msgid "Search the docs ..."
+msgstr "문서 검색 ..."
+
+msgid "Download notebook file"
+msgstr "노트북 파일 다운로드"
+
+msgid "suggest edit"
+msgstr "편집 제안"
diff --git a/_static/locales/lt/LC_MESSAGES/booktheme.po b/_static/locales/lt/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..368967f0
--- /dev/null
+++ b/_static/locales/lt/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: lt\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "saugykla"
+
+msgid "open issue"
+msgstr "atviras klausimas"
+
+msgid "Contents"
+msgstr "Turinys"
+
+msgid "Fullscreen mode"
+msgstr "Pilno ekrano režimas"
+
+msgid "Download this page"
+msgstr "Atsisiųskite šį puslapį"
+
+msgid "Download source file"
+msgstr "Atsisiųsti šaltinio failą"
+
+msgid "Launch"
+msgstr "Paleiskite"
+
+msgid "Edit this page"
+msgstr "Redaguoti šį puslapį"
+
+msgid "Toggle navigation"
+msgstr "Perjungti naršymą"
+
+msgid "Theme by the"
+msgstr "Tema"
+
+msgid "Source repository"
+msgstr "Šaltinio saugykla"
+
+msgid "Last updated on"
+msgstr "Paskutinį kartą atnaujinta"
+
+msgid "By the"
+msgstr "Prie"
+
+msgid "Sphinx Book Theme"
+msgstr "Sfinkso knygos tema"
+
+msgid "Open an issue"
+msgstr "Atidarykite problemą"
+
+msgid "next page"
+msgstr "Kitas puslapis"
+
+msgid "Copyright"
+msgstr "Autorių teisės"
+
+msgid "Search this book..."
+msgstr "Ieškoti šioje knygoje ..."
+
+msgid "Print to PDF"
+msgstr "Spausdinti į PDF"
+
+msgid "By"
+msgstr "Iki"
+
+msgid "previous page"
+msgstr "Ankstesnis puslapis"
+
+msgid "Search the docs ..."
+msgstr "Ieškoti dokumentuose ..."
+
+msgid "Download notebook file"
+msgstr "Atsisiųsti nešiojamojo kompiuterio failą"
+
+msgid "suggest edit"
+msgstr "pasiūlyti redaguoti"
diff --git a/_static/locales/lv/LC_MESSAGES/booktheme.po b/_static/locales/lv/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..066fa4e4
--- /dev/null
+++ b/_static/locales/lv/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: lv\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "krātuve"
+
+msgid "open issue"
+msgstr "atklāts jautājums"
+
+msgid "Contents"
+msgstr "Saturs"
+
+msgid "Fullscreen mode"
+msgstr "Pilnekrāna režīms"
+
+msgid "Download this page"
+msgstr "Lejupielādējiet šo lapu"
+
+msgid "Download source file"
+msgstr "Lejupielādēt avota failu"
+
+msgid "Launch"
+msgstr "Uzsākt"
+
+msgid "Edit this page"
+msgstr "Rediģēt šo lapu"
+
+msgid "Toggle navigation"
+msgstr "Pārslēgt navigāciju"
+
+msgid "Theme by the"
+msgstr "Autora tēma"
+
+msgid "Source repository"
+msgstr "Avota krātuve"
+
+msgid "Last updated on"
+msgstr "Pēdējoreiz atjaunināts"
+
+msgid "By the"
+msgstr "Ar"
+
+msgid "Sphinx Book Theme"
+msgstr "Sfinksa grāmatas tēma"
+
+msgid "Open an issue"
+msgstr "Atveriet problēmu"
+
+msgid "next page"
+msgstr "nākamā lapaspuse"
+
+msgid "Copyright"
+msgstr "Autortiesības"
+
+msgid "Search this book..."
+msgstr "Meklēt šajā grāmatā ..."
+
+msgid "Print to PDF"
+msgstr "Drukāt PDF formātā"
+
+msgid "By"
+msgstr "Autors"
+
+msgid "previous page"
+msgstr "iepriekšējā lapa"
+
+msgid "Search the docs ..."
+msgstr "Meklēt dokumentos ..."
+
+msgid "Download notebook file"
+msgstr "Lejupielādēt piezīmju grāmatiņu"
+
+msgid "suggest edit"
+msgstr "ieteikt rediģēt"
diff --git a/_static/locales/ml/LC_MESSAGES/booktheme.po b/_static/locales/ml/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..2b0fd769
--- /dev/null
+++ b/_static/locales/ml/LC_MESSAGES/booktheme.po
@@ -0,0 +1,69 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ml\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "open issue"
+msgstr "തുറന്ന പ്രശ്നം"
+
+msgid "Download this page"
+msgstr "ഈ പേജ് ഡൗൺലോഡുചെയ്യുക"
+
+msgid "Download source file"
+msgstr "ഉറവിട ഫയൽ ഡൗൺലോഡുചെയ്യുക"
+
+msgid "Launch"
+msgstr "സമാരംഭിക്കുക"
+
+msgid "Edit this page"
+msgstr "ഈ പേജ് എഡിറ്റുചെയ്യുക"
+
+msgid "Toggle navigation"
+msgstr "നാവിഗേഷൻ ടോഗിൾ ചെയ്യുക"
+
+msgid "Theme by the"
+msgstr "പ്രമേയം"
+
+msgid "Source repository"
+msgstr "ഉറവിട ശേഖരം"
+
+msgid "Last updated on"
+msgstr "അവസാനം അപ്‌ഡേറ്റുചെയ്‌തത്"
+
+msgid "By the"
+msgstr "എഴുതിയത്"
+
+msgid "Sphinx Book Theme"
+msgstr "സ്ഫിങ്ക്സ് പുസ്തക തീം"
+
+msgid "Open an issue"
+msgstr "ഒരു പ്രശ്നം തുറക്കുക"
+
+msgid "next page"
+msgstr "അടുത്ത പേജ്"
+
+msgid "Copyright"
+msgstr "പകർപ്പവകാശം"
+
+msgid "Search this book..."
+msgstr "ഈ പുസ്തകം തിരയുക ..."
+
+msgid "Print to PDF"
+msgstr "PDF- ലേക്ക് പ്രിന്റുചെയ്യുക"
+
+msgid "By"
+msgstr "എഴുതിയത്"
+
+msgid "previous page"
+msgstr "മുൻപത്തെ താൾ"
+
+msgid "Download notebook file"
+msgstr "നോട്ട്ബുക്ക് ഫയൽ ഡൺലോഡ് ചെയ്യുക"
+
+msgid "suggest edit"
+msgstr "എഡിറ്റുചെയ്യാൻ നിർദ്ദേശിക്കുക"
diff --git a/_static/locales/mr/LC_MESSAGES/booktheme.po b/_static/locales/mr/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..51d011fc
--- /dev/null
+++ b/_static/locales/mr/LC_MESSAGES/booktheme.po
@@ -0,0 +1,69 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: mr\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "open issue"
+msgstr "खुला मुद्दा"
+
+msgid "Download this page"
+msgstr "हे पृष्ठ डाउनलोड करा"
+
+msgid "Download source file"
+msgstr "स्त्रोत फाइल डाउनलोड करा"
+
+msgid "Launch"
+msgstr "लाँच करा"
+
+msgid "Edit this page"
+msgstr "हे पृष्ठ संपादित करा"
+
+msgid "Toggle navigation"
+msgstr "नेव्हिगेशन टॉगल करा"
+
+msgid "Theme by the"
+msgstr "द्वारा थीम"
+
+msgid "Source repository"
+msgstr "स्त्रोत भांडार"
+
+msgid "Last updated on"
+msgstr "अखेरचे अद्यतनित"
+
+msgid "By the"
+msgstr "द्वारा"
+
+msgid "Sphinx Book Theme"
+msgstr "स्फिंक्स बुक थीम"
+
+msgid "Open an issue"
+msgstr "एक मुद्दा उघडा"
+
+msgid "next page"
+msgstr "पुढील पृष्ठ"
+
+msgid "Copyright"
+msgstr "कॉपीराइट"
+
+msgid "Search this book..."
+msgstr "हे पुस्तक शोधा ..."
+
+msgid "Print to PDF"
+msgstr "पीडीएफवर मुद्रित करा"
+
+msgid "By"
+msgstr "द्वारा"
+
+msgid "previous page"
+msgstr "मागील पान"
+
+msgid "Download notebook file"
+msgstr "नोटबुक फाईल डाउनलोड करा"
+
+msgid "suggest edit"
+msgstr "संपादन सुचवा"
diff --git a/_static/locales/ms/LC_MESSAGES/booktheme.po b/_static/locales/ms/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..6f8a250e
--- /dev/null
+++ b/_static/locales/ms/LC_MESSAGES/booktheme.po
@@ -0,0 +1,69 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ms\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "open issue"
+msgstr "isu terbuka"
+
+msgid "Download this page"
+msgstr "Muat turun halaman ini"
+
+msgid "Download source file"
+msgstr "Muat turun fail sumber"
+
+msgid "Launch"
+msgstr "Lancarkan"
+
+msgid "Edit this page"
+msgstr "Edit halaman ini"
+
+msgid "Toggle navigation"
+msgstr "Togol navigasi"
+
+msgid "Theme by the"
+msgstr "Tema oleh"
+
+msgid "Source repository"
+msgstr "Repositori sumber"
+
+msgid "Last updated on"
+msgstr "Terakhir dikemas kini pada"
+
+msgid "By the"
+msgstr "Oleh"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema Buku Sphinx"
+
+msgid "Open an issue"
+msgstr "Buka masalah"
+
+msgid "next page"
+msgstr "muka surat seterusnya"
+
+msgid "Copyright"
+msgstr "hak cipta"
+
+msgid "Search this book..."
+msgstr "Cari buku ini ..."
+
+msgid "Print to PDF"
+msgstr "Cetak ke PDF"
+
+msgid "By"
+msgstr "Oleh"
+
+msgid "previous page"
+msgstr "halaman sebelumnya"
+
+msgid "Download notebook file"
+msgstr "Muat turun fail buku nota"
+
+msgid "suggest edit"
+msgstr "cadangkan edit"
diff --git a/_static/locales/nl/LC_MESSAGES/booktheme.po b/_static/locales/nl/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..4065b582
--- /dev/null
+++ b/_static/locales/nl/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: nl\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "repository"
+
+msgid "open issue"
+msgstr "open probleem"
+
+msgid "Contents"
+msgstr "Inhoud"
+
+msgid "Fullscreen mode"
+msgstr "Volledig scherm"
+
+msgid "Download this page"
+msgstr "Download deze pagina"
+
+msgid "Download source file"
+msgstr "Download het bronbestand"
+
+msgid "Launch"
+msgstr "Lancering"
+
+msgid "Edit this page"
+msgstr "bewerk deze pagina"
+
+msgid "Toggle navigation"
+msgstr "Schakel navigatie"
+
+msgid "Theme by the"
+msgstr "Thema door de"
+
+msgid "Source repository"
+msgstr "Bronopslagplaats"
+
+msgid "Last updated on"
+msgstr "Laatst geupdate op"
+
+msgid "By the"
+msgstr "Door de"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx-boekthema"
+
+msgid "Open an issue"
+msgstr "Open een probleem"
+
+msgid "next page"
+msgstr "volgende bladzijde"
+
+msgid "Copyright"
+msgstr "auteursrechten"
+
+msgid "Search this book..."
+msgstr "Zoek in dit boek ..."
+
+msgid "Print to PDF"
+msgstr "Afdrukken naar pdf"
+
+msgid "By"
+msgstr "Door"
+
+msgid "previous page"
+msgstr "vorige pagina"
+
+msgid "Search the docs ..."
+msgstr "Doorzoek de documenten ..."
+
+msgid "Download notebook file"
+msgstr "Download notebookbestand"
+
+msgid "suggest edit"
+msgstr "suggereren bewerken"
diff --git a/_static/locales/no/LC_MESSAGES/booktheme.po b/_static/locales/no/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..c4391bb0
--- /dev/null
+++ b/_static/locales/no/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: no\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "oppbevaringssted"
+
+msgid "open issue"
+msgstr "åpent nummer"
+
+msgid "Contents"
+msgstr "Innhold"
+
+msgid "Fullscreen mode"
+msgstr "Fullskjerm-modus"
+
+msgid "Download this page"
+msgstr "Last ned denne siden"
+
+msgid "Download source file"
+msgstr "Last ned kildefilen"
+
+msgid "Launch"
+msgstr "Start"
+
+msgid "Edit this page"
+msgstr "Rediger denne siden"
+
+msgid "Toggle navigation"
+msgstr "Bytt navigasjon"
+
+msgid "Theme by the"
+msgstr "Tema av"
+
+msgid "Source repository"
+msgstr "Kildedepot"
+
+msgid "Last updated on"
+msgstr "Sist oppdatert den"
+
+msgid "By the"
+msgstr "Ved"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx boktema"
+
+msgid "Open an issue"
+msgstr "Åpne et problem"
+
+msgid "next page"
+msgstr "neste side"
+
+msgid "Copyright"
+msgstr "opphavsrett"
+
+msgid "Search this book..."
+msgstr "Søk i denne boken ..."
+
+msgid "Print to PDF"
+msgstr "Skriv ut til PDF"
+
+msgid "By"
+msgstr "Av"
+
+msgid "previous page"
+msgstr "forrige side"
+
+msgid "Search the docs ..."
+msgstr "Søk i dokumentene ..."
+
+msgid "Download notebook file"
+msgstr "Last ned notatbokfilen"
+
+msgid "suggest edit"
+msgstr "foreslå redigering"
diff --git a/_static/locales/pl/LC_MESSAGES/booktheme.po b/_static/locales/pl/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..bd03ba4e
--- /dev/null
+++ b/_static/locales/pl/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: pl\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "magazyn"
+
+msgid "open issue"
+msgstr "otwarty problem"
+
+msgid "Contents"
+msgstr "Zawartość"
+
+msgid "Fullscreen mode"
+msgstr "Pełny ekran"
+
+msgid "Download this page"
+msgstr "Pobierz tę stronę"
+
+msgid "Download source file"
+msgstr "Pobierz plik źródłowy"
+
+msgid "Launch"
+msgstr "Uruchomić"
+
+msgid "Edit this page"
+msgstr "Edytuj tę strone"
+
+msgid "Toggle navigation"
+msgstr "Przełącz nawigację"
+
+msgid "Theme by the"
+msgstr "Motyw autorstwa"
+
+msgid "Source repository"
+msgstr "Repozytorium źródłowe"
+
+msgid "Last updated on"
+msgstr "Ostatnia aktualizacja"
+
+msgid "By the"
+msgstr "Przez"
+
+msgid "Sphinx Book Theme"
+msgstr "Motyw książki Sphinx"
+
+msgid "Open an issue"
+msgstr "Otwórz problem"
+
+msgid "next page"
+msgstr "Następna strona"
+
+msgid "Copyright"
+msgstr "prawa autorskie"
+
+msgid "Search this book..."
+msgstr "Przeszukaj tę książkę ..."
+
+msgid "Print to PDF"
+msgstr "Drukuj do PDF"
+
+msgid "By"
+msgstr "Przez"
+
+msgid "previous page"
+msgstr "Poprzednia strona"
+
+msgid "Search the docs ..."
+msgstr "Przeszukaj dokumenty ..."
+
+msgid "Download notebook file"
+msgstr "Pobierz plik notatnika"
+
+msgid "suggest edit"
+msgstr "zaproponuj edycję"
diff --git a/_static/locales/pt/LC_MESSAGES/booktheme.po b/_static/locales/pt/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..8ac25a1c
--- /dev/null
+++ b/_static/locales/pt/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: pt\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "repositório"
+
+msgid "open issue"
+msgstr "questão aberta"
+
+msgid "Contents"
+msgstr "Conteúdo"
+
+msgid "Fullscreen mode"
+msgstr "Modo tela cheia"
+
+msgid "Download this page"
+msgstr "Baixe esta página"
+
+msgid "Download source file"
+msgstr "Baixar arquivo fonte"
+
+msgid "Launch"
+msgstr "Lançamento"
+
+msgid "Edit this page"
+msgstr "Edite essa página"
+
+msgid "Toggle navigation"
+msgstr "Alternar de navegação"
+
+msgid "Theme by the"
+msgstr "Tema por"
+
+msgid "Source repository"
+msgstr "Repositório fonte"
+
+msgid "Last updated on"
+msgstr "Última atualização em"
+
+msgid "By the"
+msgstr "Pelo"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema do livro Sphinx"
+
+msgid "Open an issue"
+msgstr "Abra um problema"
+
+msgid "next page"
+msgstr "próxima página"
+
+msgid "Copyright"
+msgstr "direito autoral"
+
+msgid "Search this book..."
+msgstr "Pesquise este livro ..."
+
+msgid "Print to PDF"
+msgstr "Imprimir em PDF"
+
+msgid "By"
+msgstr "De"
+
+msgid "previous page"
+msgstr "página anterior"
+
+msgid "Search the docs ..."
+msgstr "Pesquise os documentos ..."
+
+msgid "Download notebook file"
+msgstr "Baixar arquivo de notebook"
+
+msgid "suggest edit"
+msgstr "sugerir edição"
diff --git a/_static/locales/ro/LC_MESSAGES/booktheme.po b/_static/locales/ro/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..d0f7d2f2
--- /dev/null
+++ b/_static/locales/ro/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ro\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "repertoriu"
+
+msgid "open issue"
+msgstr "problema deschisă"
+
+msgid "Contents"
+msgstr "Cuprins"
+
+msgid "Fullscreen mode"
+msgstr "Modul ecran întreg"
+
+msgid "Download this page"
+msgstr "Descarcă această pagină"
+
+msgid "Download source file"
+msgstr "Descărcați fișierul sursă"
+
+msgid "Launch"
+msgstr "Lansa"
+
+msgid "Edit this page"
+msgstr "Editați această pagină"
+
+msgid "Toggle navigation"
+msgstr "Comutare navigare"
+
+msgid "Theme by the"
+msgstr "Tema de"
+
+msgid "Source repository"
+msgstr "Depozit sursă"
+
+msgid "Last updated on"
+msgstr "Ultima actualizare la"
+
+msgid "By the"
+msgstr "Langa"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema Sphinx Book"
+
+msgid "Open an issue"
+msgstr "Deschideți o problemă"
+
+msgid "next page"
+msgstr "pagina următoare"
+
+msgid "Copyright"
+msgstr "Drepturi de autor"
+
+msgid "Search this book..."
+msgstr "Căutați în această carte ..."
+
+msgid "Print to PDF"
+msgstr "Imprimați în PDF"
+
+msgid "By"
+msgstr "De"
+
+msgid "previous page"
+msgstr "pagina anterioară"
+
+msgid "Search the docs ..."
+msgstr "Căutați documente ..."
+
+msgid "Download notebook file"
+msgstr "Descărcați fișierul notebook"
+
+msgid "suggest edit"
+msgstr "sugerează editare"
diff --git a/_static/locales/ru/LC_MESSAGES/booktheme.po b/_static/locales/ru/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..9b55bfea
--- /dev/null
+++ b/_static/locales/ru/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ru\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "хранилище"
+
+msgid "open issue"
+msgstr "открытый вопрос"
+
+msgid "Contents"
+msgstr "Содержание"
+
+msgid "Fullscreen mode"
+msgstr "Полноэкранный режим"
+
+msgid "Download this page"
+msgstr "Загрузите эту страницу"
+
+msgid "Download source file"
+msgstr "Скачать исходный файл"
+
+msgid "Launch"
+msgstr "Запуск"
+
+msgid "Edit this page"
+msgstr "Редактировать эту страницу"
+
+msgid "Toggle navigation"
+msgstr "Переключить навигацию"
+
+msgid "Theme by the"
+msgstr "Тема от"
+
+msgid "Source repository"
+msgstr "Исходный репозиторий"
+
+msgid "Last updated on"
+msgstr "Последнее обновление"
+
+msgid "By the"
+msgstr "Посредством"
+
+msgid "Sphinx Book Theme"
+msgstr "Тема книги Сфинкс"
+
+msgid "Open an issue"
+msgstr "Открыть вопрос"
+
+msgid "next page"
+msgstr "Следующая страница"
+
+msgid "Copyright"
+msgstr "авторское право"
+
+msgid "Search this book..."
+msgstr "Искать в этой книге ..."
+
+msgid "Print to PDF"
+msgstr "Распечатать в PDF"
+
+msgid "By"
+msgstr "По"
+
+msgid "previous page"
+msgstr "Предыдущая страница"
+
+msgid "Search the docs ..."
+msgstr "Искать в документах ..."
+
+msgid "Download notebook file"
+msgstr "Скачать файл записной книжки"
+
+msgid "suggest edit"
+msgstr "предложить редактировать"
diff --git a/_static/locales/sk/LC_MESSAGES/booktheme.po b/_static/locales/sk/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..3e6fd9fa
--- /dev/null
+++ b/_static/locales/sk/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: sk\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "Úložisko"
+
+msgid "open issue"
+msgstr "otvorené vydanie"
+
+msgid "Contents"
+msgstr "Obsah"
+
+msgid "Fullscreen mode"
+msgstr "Režim celej obrazovky"
+
+msgid "Download this page"
+msgstr "Stiahnite si túto stránku"
+
+msgid "Download source file"
+msgstr "Stiahnite si zdrojový súbor"
+
+msgid "Launch"
+msgstr "Spustiť"
+
+msgid "Edit this page"
+msgstr "Upraviť túto stránku"
+
+msgid "Toggle navigation"
+msgstr "Prepnúť navigáciu"
+
+msgid "Theme by the"
+msgstr "Téma od"
+
+msgid "Source repository"
+msgstr "Zdrojové úložisko"
+
+msgid "Last updated on"
+msgstr "Posledná aktualizácia dňa"
+
+msgid "By the"
+msgstr "Podľa"
+
+msgid "Sphinx Book Theme"
+msgstr "Téma knihy Sfinga"
+
+msgid "Open an issue"
+msgstr "Otvorte problém"
+
+msgid "next page"
+msgstr "ďalšia strana"
+
+msgid "Copyright"
+msgstr "Autorské práva"
+
+msgid "Search this book..."
+msgstr "Hľadať v tejto knihe ..."
+
+msgid "Print to PDF"
+msgstr "Tlač do PDF"
+
+msgid "By"
+msgstr "Autor:"
+
+msgid "previous page"
+msgstr "predchádzajúca strana"
+
+msgid "Search the docs ..."
+msgstr "Hľadať v dokumentoch ..."
+
+msgid "Download notebook file"
+msgstr "Stiahnite si zošit"
+
+msgid "suggest edit"
+msgstr "navrhnúť úpravu"
diff --git a/_static/locales/sl/LC_MESSAGES/booktheme.po b/_static/locales/sl/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..dd99bbe4
--- /dev/null
+++ b/_static/locales/sl/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: sl\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "odlagališče"
+
+msgid "open issue"
+msgstr "odprto vprašanje"
+
+msgid "Contents"
+msgstr "Vsebina"
+
+msgid "Fullscreen mode"
+msgstr "Celozaslonski način"
+
+msgid "Download this page"
+msgstr "Prenesite to stran"
+
+msgid "Download source file"
+msgstr "Prenesite izvorno datoteko"
+
+msgid "Launch"
+msgstr "Kosilo"
+
+msgid "Edit this page"
+msgstr "Uredite to stran"
+
+msgid "Toggle navigation"
+msgstr "Preklopi navigacijo"
+
+msgid "Theme by the"
+msgstr "Tema avtorja"
+
+msgid "Source repository"
+msgstr "Izvorno skladišče"
+
+msgid "Last updated on"
+msgstr "Nazadnje posodobljeno dne"
+
+msgid "By the"
+msgstr "Avtor"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema knjige Sphinx"
+
+msgid "Open an issue"
+msgstr "Odprite številko"
+
+msgid "next page"
+msgstr "Naslednja stran"
+
+msgid "Copyright"
+msgstr "avtorske pravice"
+
+msgid "Search this book..."
+msgstr "Poiščite to knjigo ..."
+
+msgid "Print to PDF"
+msgstr "Natisni v PDF"
+
+msgid "By"
+msgstr "Avtor"
+
+msgid "previous page"
+msgstr "Prejšnja stran"
+
+msgid "Search the docs ..."
+msgstr "Poiščite dokumente ..."
+
+msgid "Download notebook file"
+msgstr "Prenesite datoteko zvezka"
+
+msgid "suggest edit"
+msgstr "predlagajte urejanje"
diff --git a/_static/locales/sr/LC_MESSAGES/booktheme.po b/_static/locales/sr/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..12284e01
--- /dev/null
+++ b/_static/locales/sr/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: sr\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "спремиште"
+
+msgid "open issue"
+msgstr "отворено издање"
+
+msgid "Contents"
+msgstr "Садржај"
+
+msgid "Fullscreen mode"
+msgstr "Режим целог екрана"
+
+msgid "Download this page"
+msgstr "Преузмите ову страницу"
+
+msgid "Download source file"
+msgstr "Преузми изворну датотеку"
+
+msgid "Launch"
+msgstr "Лансирање"
+
+msgid "Edit this page"
+msgstr "Уредите ову страницу"
+
+msgid "Toggle navigation"
+msgstr "Укључи / искључи навигацију"
+
+msgid "Theme by the"
+msgstr "Тхеме би"
+
+msgid "Source repository"
+msgstr "Изворно спремиште"
+
+msgid "Last updated on"
+msgstr "Последње ажурирање"
+
+msgid "By the"
+msgstr "Од"
+
+msgid "Sphinx Book Theme"
+msgstr "Тема књиге Спхинк"
+
+msgid "Open an issue"
+msgstr "Отворите издање"
+
+msgid "next page"
+msgstr "Следећа страна"
+
+msgid "Copyright"
+msgstr "Ауторско право"
+
+msgid "Search this book..."
+msgstr "Претражите ову књигу ..."
+
+msgid "Print to PDF"
+msgstr "Испис у ПДФ"
+
+msgid "By"
+msgstr "Од стране"
+
+msgid "previous page"
+msgstr "Претходна страница"
+
+msgid "Search the docs ..."
+msgstr "Претражите документе ..."
+
+msgid "Download notebook file"
+msgstr "Преузмите датотеку бележнице"
+
+msgid "suggest edit"
+msgstr "предложи уређивање"
diff --git a/_static/locales/sv/LC_MESSAGES/booktheme.po b/_static/locales/sv/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..203c9173
--- /dev/null
+++ b/_static/locales/sv/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: sv\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "förvar"
+
+msgid "open issue"
+msgstr "öppet problem"
+
+msgid "Contents"
+msgstr "Innehåll"
+
+msgid "Fullscreen mode"
+msgstr "Fullskärmsläge"
+
+msgid "Download this page"
+msgstr "Ladda ner den här sidan"
+
+msgid "Download source file"
+msgstr "Ladda ner källfil"
+
+msgid "Launch"
+msgstr "Lansera"
+
+msgid "Edit this page"
+msgstr "Redigera den här sidan"
+
+msgid "Toggle navigation"
+msgstr "Växla navigering"
+
+msgid "Theme by the"
+msgstr "Tema av"
+
+msgid "Source repository"
+msgstr "Källförvar"
+
+msgid "Last updated on"
+msgstr "Senast uppdaterad den"
+
+msgid "By the"
+msgstr "Vid"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx boktema"
+
+msgid "Open an issue"
+msgstr "Öppna ett problem"
+
+msgid "next page"
+msgstr "nästa sida"
+
+msgid "Copyright"
+msgstr "upphovsrätt"
+
+msgid "Search this book..."
+msgstr "Sök i den här boken ..."
+
+msgid "Print to PDF"
+msgstr "Skriv ut till PDF"
+
+msgid "By"
+msgstr "Förbi"
+
+msgid "previous page"
+msgstr "föregående sida"
+
+msgid "Search the docs ..."
+msgstr "Sök i dokumenten ..."
+
+msgid "Download notebook file"
+msgstr "Ladda ner anteckningsbokfilen"
+
+msgid "suggest edit"
+msgstr "föreslå redigering"
diff --git a/_static/locales/ta/LC_MESSAGES/booktheme.po b/_static/locales/ta/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..eefce8ad
--- /dev/null
+++ b/_static/locales/ta/LC_MESSAGES/booktheme.po
@@ -0,0 +1,69 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ta\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "open issue"
+msgstr "திறந்த பிரச்சினை"
+
+msgid "Download this page"
+msgstr "இந்தப் பக்கத்தைப் பதிவிறக்கவும்"
+
+msgid "Download source file"
+msgstr "மூல கோப்பைப் பதிவிறக்குக"
+
+msgid "Launch"
+msgstr "தொடங்க"
+
+msgid "Edit this page"
+msgstr "இந்தப் பக்கத்தைத் திருத்தவும்"
+
+msgid "Toggle navigation"
+msgstr "வழிசெலுத்தலை நிலைமாற்று"
+
+msgid "Theme by the"
+msgstr "வழங்கிய தீம்"
+
+msgid "Source repository"
+msgstr "மூல களஞ்சியம்"
+
+msgid "Last updated on"
+msgstr "கடைசியாக புதுப்பிக்கப்பட்டது"
+
+msgid "By the"
+msgstr "மூலம்"
+
+msgid "Sphinx Book Theme"
+msgstr "ஸ்பிங்க்ஸ் புத்தக தீம்"
+
+msgid "Open an issue"
+msgstr "சிக்கலைத் திறக்கவும்"
+
+msgid "next page"
+msgstr "அடுத்த பக்கம்"
+
+msgid "Copyright"
+msgstr "பதிப்புரிமை"
+
+msgid "Search this book..."
+msgstr "இந்த புத்தகத்தைத் தேடுங்கள் ..."
+
+msgid "Print to PDF"
+msgstr "PDF இல் அச்சிடுக"
+
+msgid "By"
+msgstr "வழங்கியவர்"
+
+msgid "previous page"
+msgstr "முந்தைய பக்கம்"
+
+msgid "Download notebook file"
+msgstr "நோட்புக் கோப்பைப் பதிவிறக்கவும்"
+
+msgid "suggest edit"
+msgstr "திருத்த பரிந்துரைக்கவும்"
diff --git a/_static/locales/te/LC_MESSAGES/booktheme.po b/_static/locales/te/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..0373b709
--- /dev/null
+++ b/_static/locales/te/LC_MESSAGES/booktheme.po
@@ -0,0 +1,69 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: te\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "open issue"
+msgstr "ఓపెన్ ఇష్యూ"
+
+msgid "Download this page"
+msgstr "ఈ పేజీని డౌన్‌లోడ్ చేయండి"
+
+msgid "Download source file"
+msgstr "మూల ఫైల్‌ను డౌన్‌లోడ్ చేయండి"
+
+msgid "Launch"
+msgstr "ప్రారంభించండి"
+
+msgid "Edit this page"
+msgstr "ఈ పేజీని సవరించండి"
+
+msgid "Toggle navigation"
+msgstr "నావిగేషన్‌ను టోగుల్ చేయండి"
+
+msgid "Theme by the"
+msgstr "ద్వారా థీమ్"
+
+msgid "Source repository"
+msgstr "మూల రిపోజిటరీ"
+
+msgid "Last updated on"
+msgstr "చివరిగా నవీకరించబడింది"
+
+msgid "By the"
+msgstr "ద్వారా"
+
+msgid "Sphinx Book Theme"
+msgstr "సింహిక పుస్తక థీమ్"
+
+msgid "Open an issue"
+msgstr "సమస్యను తెరవండి"
+
+msgid "next page"
+msgstr "తరువాతి పేజీ"
+
+msgid "Copyright"
+msgstr "కాపీరైట్"
+
+msgid "Search this book..."
+msgstr "ఈ పుస్తకాన్ని శోధించండి ..."
+
+msgid "Print to PDF"
+msgstr "PDF కి ముద్రించండి"
+
+msgid "By"
+msgstr "ద్వారా"
+
+msgid "previous page"
+msgstr "ముందు పేజి"
+
+msgid "Download notebook file"
+msgstr "నోట్బుక్ ఫైల్ను డౌన్లోడ్ చేయండి"
+
+msgid "suggest edit"
+msgstr "సవరించమని సూచించండి"
diff --git a/_static/locales/tg/LC_MESSAGES/booktheme.po b/_static/locales/tg/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..1807ae25
--- /dev/null
+++ b/_static/locales/tg/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: tg\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "анбор"
+
+msgid "open issue"
+msgstr "барориши кушод"
+
+msgid "Contents"
+msgstr "Мундариҷа"
+
+msgid "Fullscreen mode"
+msgstr "Ҳолати экрани пурра"
+
+msgid "Download this page"
+msgstr "Ин саҳифаро зеркашӣ кунед"
+
+msgid "Download source file"
+msgstr "Файли манбаъро зеркашӣ кунед"
+
+msgid "Launch"
+msgstr "Оғоз"
+
+msgid "Edit this page"
+msgstr "Ин саҳифаро таҳрир кунед"
+
+msgid "Toggle navigation"
+msgstr "Гузаришро иваз кунед"
+
+msgid "Theme by the"
+msgstr "Мавзӯъи аз"
+
+msgid "Source repository"
+msgstr "Анбори манбаъ"
+
+msgid "Last updated on"
+msgstr "Last навсозӣ дар"
+
+msgid "By the"
+msgstr "Бо"
+
+msgid "Sphinx Book Theme"
+msgstr "Сфинкс Мавзӯи китоб"
+
+msgid "Open an issue"
+msgstr "Масъаларо кушоед"
+
+msgid "next page"
+msgstr "саҳифаи оянда"
+
+msgid "Copyright"
+msgstr "Ҳуқуқи муаллиф"
+
+msgid "Search this book..."
+msgstr "Ин китобро ҷустуҷӯ кунед ..."
+
+msgid "Print to PDF"
+msgstr "Чоп ба PDF"
+
+msgid "By"
+msgstr "Бо"
+
+msgid "previous page"
+msgstr "саҳифаи қаблӣ"
+
+msgid "Search the docs ..."
+msgstr "Ҷустуҷӯи ҳуҷҷатҳо ..."
+
+msgid "Download notebook file"
+msgstr "Файли дафтарро зеркашӣ кунед"
+
+msgid "suggest edit"
+msgstr "пешниҳод вироиш"
diff --git a/_static/locales/th/LC_MESSAGES/booktheme.po b/_static/locales/th/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..a286febe
--- /dev/null
+++ b/_static/locales/th/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: th\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "ที่เก็บ"
+
+msgid "open issue"
+msgstr "เปิดปัญหา"
+
+msgid "Contents"
+msgstr "สารบัญ"
+
+msgid "Fullscreen mode"
+msgstr "โหมดเต็มหน้าจอ"
+
+msgid "Download this page"
+msgstr "ดาวน์โหลดหน้านี้"
+
+msgid "Download source file"
+msgstr "ดาวน์โหลดไฟล์ต้นฉบับ"
+
+msgid "Launch"
+msgstr "เปิด"
+
+msgid "Edit this page"
+msgstr "แก้ไขหน้านี้"
+
+msgid "Toggle navigation"
+msgstr "ไม่ต้องสลับช่องทาง"
+
+msgid "Theme by the"
+msgstr "ธีมโดย"
+
+msgid "Source repository"
+msgstr "ที่เก็บซอร์ส"
+
+msgid "Last updated on"
+msgstr "ปรับปรุงล่าสุดเมื่อ"
+
+msgid "By the"
+msgstr "โดย"
+
+msgid "Sphinx Book Theme"
+msgstr "ธีมหนังสือสฟิงซ์"
+
+msgid "Open an issue"
+msgstr "เปิดปัญหา"
+
+msgid "next page"
+msgstr "หน้าต่อไป"
+
+msgid "Copyright"
+msgstr "ลิขสิทธิ์"
+
+msgid "Search this book..."
+msgstr "ค้นหาหนังสือเล่มนี้ ..."
+
+msgid "Print to PDF"
+msgstr "พิมพ์เป็น PDF"
+
+msgid "By"
+msgstr "โดย"
+
+msgid "previous page"
+msgstr "หน้าที่แล้ว"
+
+msgid "Search the docs ..."
+msgstr "ค้นหาเอกสาร ..."
+
+msgid "Download notebook file"
+msgstr "ดาวน์โหลดไฟล์สมุดบันทึก"
+
+msgid "suggest edit"
+msgstr "แนะนำแก้ไข"
diff --git a/_static/locales/tl/LC_MESSAGES/booktheme.po b/_static/locales/tl/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..2e094394
--- /dev/null
+++ b/_static/locales/tl/LC_MESSAGES/booktheme.po
@@ -0,0 +1,69 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: tl\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "open issue"
+msgstr "bukas na isyu"
+
+msgid "Download this page"
+msgstr "I-download ang pahinang ito"
+
+msgid "Download source file"
+msgstr "Mag-download ng file ng pinagmulan"
+
+msgid "Launch"
+msgstr "Ilunsad"
+
+msgid "Edit this page"
+msgstr "I-edit ang pahinang ito"
+
+msgid "Toggle navigation"
+msgstr "I-toggle ang pag-navigate"
+
+msgid "Theme by the"
+msgstr "Tema ng"
+
+msgid "Source repository"
+msgstr "Pinagmulan ng imbakan"
+
+msgid "Last updated on"
+msgstr "Huling na-update noong"
+
+msgid "By the"
+msgstr "Sa pamamagitan ng"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema ng Sphinx Book"
+
+msgid "Open an issue"
+msgstr "Magbukas ng isyu"
+
+msgid "next page"
+msgstr "Susunod na pahina"
+
+msgid "Copyright"
+msgstr "Copyright"
+
+msgid "Search this book..."
+msgstr "Maghanap sa librong ito ..."
+
+msgid "Print to PDF"
+msgstr "I-print sa PDF"
+
+msgid "By"
+msgstr "Ni"
+
+msgid "previous page"
+msgstr "Nakaraang pahina"
+
+msgid "Download notebook file"
+msgstr "Mag-download ng file ng notebook"
+
+msgid "suggest edit"
+msgstr "iminumungkahi i-edit"
diff --git a/_static/locales/tr/LC_MESSAGES/booktheme.po b/_static/locales/tr/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..fe21499c
--- /dev/null
+++ b/_static/locales/tr/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: tr\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "depo"
+
+msgid "open issue"
+msgstr "Açık konu"
+
+msgid "Contents"
+msgstr "İçindekiler"
+
+msgid "Fullscreen mode"
+msgstr "Tam ekran modu"
+
+msgid "Download this page"
+msgstr "Bu sayfayı indirin"
+
+msgid "Download source file"
+msgstr "Kaynak dosyayı indirin"
+
+msgid "Launch"
+msgstr "Başlatmak"
+
+msgid "Edit this page"
+msgstr "Bu sayfayı düzenle"
+
+msgid "Toggle navigation"
+msgstr "Gezinmeyi değiştir"
+
+msgid "Theme by the"
+msgstr "Tarafından tema"
+
+msgid "Source repository"
+msgstr "Kaynak kod deposu"
+
+msgid "Last updated on"
+msgstr "Son güncelleme tarihi"
+
+msgid "By the"
+msgstr "Tarafından"
+
+msgid "Sphinx Book Theme"
+msgstr "Sfenks Kitap Teması"
+
+msgid "Open an issue"
+msgstr "Bir sorunu açın"
+
+msgid "next page"
+msgstr "sonraki Sayfa"
+
+msgid "Copyright"
+msgstr "Telif hakkı"
+
+msgid "Search this book..."
+msgstr "Bu kitabı ara ..."
+
+msgid "Print to PDF"
+msgstr "PDF olarak yazdır"
+
+msgid "By"
+msgstr "Tarafından"
+
+msgid "previous page"
+msgstr "önceki sayfa"
+
+msgid "Search the docs ..."
+msgstr "Belgelerde ara ..."
+
+msgid "Download notebook file"
+msgstr "Defter dosyasını indirin"
+
+msgid "suggest edit"
+msgstr "düzenleme öner"
diff --git a/_static/locales/uk/LC_MESSAGES/booktheme.po b/_static/locales/uk/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..ae857869
--- /dev/null
+++ b/_static/locales/uk/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: uk\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "сховище"
+
+msgid "open issue"
+msgstr "відкритий випуск"
+
+msgid "Contents"
+msgstr "Зміст"
+
+msgid "Fullscreen mode"
+msgstr "Повноекранний режим"
+
+msgid "Download this page"
+msgstr "Завантажте цю сторінку"
+
+msgid "Download source file"
+msgstr "Завантажити вихідний файл"
+
+msgid "Launch"
+msgstr "Запуск"
+
+msgid "Edit this page"
+msgstr "Редагувати цю сторінку"
+
+msgid "Toggle navigation"
+msgstr "Переключити навігацію"
+
+msgid "Theme by the"
+msgstr "Тема від"
+
+msgid "Source repository"
+msgstr "Джерело сховища"
+
+msgid "Last updated on"
+msgstr "Останнє оновлення:"
+
+msgid "By the"
+msgstr "По"
+
+msgid "Sphinx Book Theme"
+msgstr "Тема книги \"Сфінкс\""
+
+msgid "Open an issue"
+msgstr "Відкрийте випуск"
+
+msgid "next page"
+msgstr "Наступна сторінка"
+
+msgid "Copyright"
+msgstr "Авторське право"
+
+msgid "Search this book..."
+msgstr "Шукати в цій книзі ..."
+
+msgid "Print to PDF"
+msgstr "Друк у форматі PDF"
+
+msgid "By"
+msgstr "Автор"
+
+msgid "previous page"
+msgstr "Попередня сторінка"
+
+msgid "Search the docs ..."
+msgstr "Шукати в документах ..."
+
+msgid "Download notebook file"
+msgstr "Завантажте файл блокнота"
+
+msgid "suggest edit"
+msgstr "запропонувати редагувати"
diff --git a/_static/locales/ur/LC_MESSAGES/booktheme.po b/_static/locales/ur/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..4c4c637d
--- /dev/null
+++ b/_static/locales/ur/LC_MESSAGES/booktheme.po
@@ -0,0 +1,69 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ur\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "open issue"
+msgstr "کھلا مسئلہ"
+
+msgid "Download this page"
+msgstr "اس صفحے کو ڈاؤن لوڈ کریں"
+
+msgid "Download source file"
+msgstr "سورس فائل ڈاؤن لوڈ کریں"
+
+msgid "Launch"
+msgstr "لانچ کریں"
+
+msgid "Edit this page"
+msgstr "اس صفحے میں ترمیم کریں"
+
+msgid "Toggle navigation"
+msgstr "نیویگیشن ٹوگل کریں"
+
+msgid "Theme by the"
+msgstr "کے ذریعہ تھیم"
+
+msgid "Source repository"
+msgstr "ماخذ ذخیرہ"
+
+msgid "Last updated on"
+msgstr "آخری بار تازہ کاری ہوئی"
+
+msgid "By the"
+msgstr "کی طرف"
+
+msgid "Sphinx Book Theme"
+msgstr "سپنکس بک تھیم"
+
+msgid "Open an issue"
+msgstr "ایک مسئلہ کھولیں"
+
+msgid "next page"
+msgstr "اگلا صفحہ"
+
+msgid "Copyright"
+msgstr "کاپی رائٹ"
+
+msgid "Search this book..."
+msgstr "اس کتاب کو تلاش کریں…"
+
+msgid "Print to PDF"
+msgstr "پی ڈی ایف پرنٹ کریں"
+
+msgid "By"
+msgstr "بذریعہ"
+
+msgid "previous page"
+msgstr "سابقہ ​​صفحہ"
+
+msgid "Download notebook file"
+msgstr "نوٹ بک فائل ڈاؤن لوڈ کریں"
+
+msgid "suggest edit"
+msgstr "ترمیم کی تجویز کریں"
diff --git a/_static/locales/vi/LC_MESSAGES/booktheme.po b/_static/locales/vi/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..2c425027
--- /dev/null
+++ b/_static/locales/vi/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: vi\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "kho"
+
+msgid "open issue"
+msgstr "vấn đề mở"
+
+msgid "Contents"
+msgstr "Nội dung"
+
+msgid "Fullscreen mode"
+msgstr "Chế độ toàn màn hình"
+
+msgid "Download this page"
+msgstr "Tải xuống trang này"
+
+msgid "Download source file"
+msgstr "Tải xuống tệp nguồn"
+
+msgid "Launch"
+msgstr "Phóng"
+
+msgid "Edit this page"
+msgstr "chỉnh sửa trang này"
+
+msgid "Toggle navigation"
+msgstr "Chuyển đổi điều hướng thành"
+
+msgid "Theme by the"
+msgstr "Chủ đề của"
+
+msgid "Source repository"
+msgstr "Kho nguồn"
+
+msgid "Last updated on"
+msgstr "Cập nhật lần cuối vào"
+
+msgid "By the"
+msgstr "Bằng"
+
+msgid "Sphinx Book Theme"
+msgstr "Chủ đề sách nhân sư"
+
+msgid "Open an issue"
+msgstr "Mở một vấn đề"
+
+msgid "next page"
+msgstr "Trang tiếp theo"
+
+msgid "Copyright"
+msgstr "Bản quyền"
+
+msgid "Search this book..."
+msgstr "Tìm kiếm cuốn sách này ..."
+
+msgid "Print to PDF"
+msgstr "In sang PDF"
+
+msgid "By"
+msgstr "Bởi"
+
+msgid "previous page"
+msgstr "trang trước"
+
+msgid "Search the docs ..."
+msgstr "Tìm kiếm tài liệu ..."
+
+msgid "Download notebook file"
+msgstr "Tải xuống tệp sổ tay"
+
+msgid "suggest edit"
+msgstr "đề nghị chỉnh sửa"
diff --git a/_static/locales/zh_CN/LC_MESSAGES/booktheme.po b/_static/locales/zh_CN/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..4098aedc
--- /dev/null
+++ b/_static/locales/zh_CN/LC_MESSAGES/booktheme.po
@@ -0,0 +1,78 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: zh_CN\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "资料库"
+
+msgid "open issue"
+msgstr "公开的问题"
+
+msgid "Contents"
+msgstr "内容"
+
+msgid "Fullscreen mode"
+msgstr "全屏模式"
+
+msgid "Download this page"
+msgstr "下载此页面"
+
+msgid "Download source file"
+msgstr "下载源文件"
+
+msgid "Launch"
+msgstr "发射"
+
+msgid "Edit this page"
+msgstr "编辑这个页面"
+
+msgid "Toggle navigation"
+msgstr "切换导航"
+
+msgid "Theme by the"
+msgstr "主题由"
+
+msgid "Source repository"
+msgstr "源库"
+
+msgid "Last updated on"
+msgstr "上次更新时间："
+
+msgid "By the"
+msgstr "由"
+
+msgid "Sphinx Book Theme"
+msgstr "狮身人面像书主题"
+
+msgid "Open an issue"
+msgstr "打开一个问题"
+
+msgid "next page"
+msgstr "下一页"
+
+msgid "Copyright"
+msgstr "版权"
+
+msgid "Search this book..."
+msgstr "搜索这本书..."
+
+msgid "Print to PDF"
+msgstr "列印成PDF"
+
+msgid "By"
+msgstr "通过"
+
+msgid "previous page"
+msgstr "上一页"
+
+msgid "Search the docs ..."
+msgstr "搜索文档..."
+
+msgid "Download notebook file"
+msgstr "下载笔记本文件"
diff --git a/_static/locales/zh_TW/LC_MESSAGES/booktheme.po b/_static/locales/zh_TW/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..52cff5e2
--- /dev/null
+++ b/_static/locales/zh_TW/LC_MESSAGES/booktheme.po
@@ -0,0 +1,81 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: zh_TW\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "repository"
+msgstr "資料庫"
+
+msgid "open issue"
+msgstr "公開的問題"
+
+msgid "Contents"
+msgstr "內容"
+
+msgid "Fullscreen mode"
+msgstr "全屏模式"
+
+msgid "Download this page"
+msgstr "下載此頁面"
+
+msgid "Download source file"
+msgstr "下載源文件"
+
+msgid "Launch"
+msgstr "發射"
+
+msgid "Edit this page"
+msgstr "編輯這個頁面"
+
+msgid "Toggle navigation"
+msgstr "切換導航"
+
+msgid "Theme by the"
+msgstr "主題由"
+
+msgid "Source repository"
+msgstr "源庫"
+
+msgid "Last updated on"
+msgstr "上次更新時間："
+
+msgid "By the"
+msgstr "由"
+
+msgid "Sphinx Book Theme"
+msgstr "獅身人面像書主題"
+
+msgid "Open an issue"
+msgstr "打開一個問題"
+
+msgid "next page"
+msgstr "下一頁"
+
+msgid "Copyright"
+msgstr "版權"
+
+msgid "Search this book..."
+msgstr "搜索這本書..."
+
+msgid "Print to PDF"
+msgstr "列印成PDF"
+
+msgid "By"
+msgstr "通過"
+
+msgid "previous page"
+msgstr "上一頁"
+
+msgid "Search the docs ..."
+msgstr "搜索文檔..."
+
+msgid "Download notebook file"
+msgstr "下載筆記本文件"
+
+msgid "suggest edit"
+msgstr "建議編輯"
diff --git a/_static/minus.png b/_static/minus.png
new file mode 100644
index 0000000000000000000000000000000000000000..d96755fdaf8bb2214971e0db9c1fd3077d7c419d
GIT binary patch
literal 90
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kDsEF_5m^0CR;1wuP-*O&G^0G}KYk!hp00i_>zopr08q^qX#fBK

literal 0
HcmV?d00001

diff --git a/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css b/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css
new file mode 100644
index 00000000..33566310
--- /dev/null
+++ b/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css
@@ -0,0 +1,2342 @@
+/* Variables */
+:root {
+  --mystnb-source-bg-color: #f7f7f7;
+  --mystnb-stdout-bg-color: #fcfcfc;
+  --mystnb-stderr-bg-color: #fdd;
+  --mystnb-traceback-bg-color: #fcfcfc;
+  --mystnb-source-border-color: #ccc;
+  --mystnb-source-margin-color: green;
+  --mystnb-stdout-border-color: #f7f7f7;
+  --mystnb-stderr-border-color: #f7f7f7;
+  --mystnb-traceback-border-color: #ffd6d6;
+  --mystnb-hide-prompt-opacity: 70%;
+  --mystnb-source-border-radius: .4em;
+  --mystnb-source-border-width: 1px;
+}
+
+/* Whole cell */
+div.container.cell {
+  padding-left: 0;
+  margin-bottom: 1em;
+}
+
+/* Removing all background formatting so we can control at the div level */
+.cell_input div.highlight,
+.cell_output pre,
+.cell_input pre,
+.cell_output .output {
+  border: none;
+  box-shadow: none;
+}
+
+.cell_output .output pre,
+.cell_input pre {
+  margin: 0px;
+}
+
+/* Input cells */
+div.cell div.cell_input,
+div.cell details.above-input>summary {
+  padding-left: 0em;
+  padding-right: 0em;
+  border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid;
+  background-color: var(--mystnb-source-bg-color);
+  border-left-color: var(--mystnb-source-margin-color);
+  border-left-width: medium;
+  border-radius: var(--mystnb-source-border-radius);
+}
+
+div.cell_input>div,
+div.cell_output div.output>div.highlight {
+  margin: 0em !important;
+  border: none !important;
+}
+
+/* All cell outputs */
+.cell_output {
+  padding-left: 1em;
+  padding-right: 0em;
+  margin-top: 1em;
+}
+
+/* Text outputs from cells */
+.cell_output .output.text_plain,
+.cell_output .output.traceback,
+.cell_output .output.stream,
+.cell_output .output.stderr {
+  margin-top: 1em;
+  margin-bottom: 0em;
+  box-shadow: none;
+}
+
+.cell_output .output.text_plain,
+.cell_output .output.stream {
+  background: var(--mystnb-stdout-bg-color);
+  border: 1px solid var(--mystnb-stdout-border-color);
+}
+
+.cell_output .output.stderr {
+  background: var(--mystnb-stderr-bg-color);
+  border: 1px solid var(--mystnb-stderr-border-color);
+}
+
+.cell_output .output.traceback {
+  background: var(--mystnb-traceback-bg-color);
+  border: 1px solid var(--mystnb-traceback-border-color);
+}
+
+/* Collapsible cell content */
+div.cell details.above-input div.cell_input {
+  border-top-left-radius: 0;
+  border-top-right-radius: 0;
+  border-top: var(--mystnb-source-border-width) var(--mystnb-source-border-color) dashed;
+}
+
+div.cell div.cell_input.above-output-prompt {
+  border-bottom-left-radius: 0;
+  border-bottom-right-radius: 0;
+}
+
+div.cell details.above-input>summary {
+  border-bottom-left-radius: 0;
+  border-bottom-right-radius: 0;
+  border-bottom: var(--mystnb-source-border-width) var(--mystnb-source-border-color) dashed;
+  padding-left: 1em;
+  margin-bottom: 0;
+}
+
+div.cell details.above-output>summary {
+  background-color: var(--mystnb-source-bg-color);
+  padding-left: 1em;
+  padding-right: 0em;
+  border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid;
+  border-radius: var(--mystnb-source-border-radius);
+  border-left-color: var(--mystnb-source-margin-color);
+  border-left-width: medium;
+}
+
+div.cell details.below-input>summary {
+  background-color: var(--mystnb-source-bg-color);
+  padding-left: 1em;
+  padding-right: 0em;
+  border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid;
+  border-top: none;
+  border-bottom-left-radius: var(--mystnb-source-border-radius);
+  border-bottom-right-radius: var(--mystnb-source-border-radius);
+  border-left-color: var(--mystnb-source-margin-color);
+  border-left-width: medium;
+}
+
+div.cell details.hide>summary>span {
+  opacity: var(--mystnb-hide-prompt-opacity);
+}
+
+div.cell details.hide[open]>summary>span.collapsed {
+  display: none;
+}
+
+div.cell details.hide:not([open])>summary>span.expanded {
+  display: none;
+}
+
+@keyframes collapsed-fade-in {
+  0% {
+    opacity: 0;
+  }
+
+  100% {
+    opacity: 1;
+  }
+}
+div.cell details.hide[open]>summary~* {
+  -moz-animation: collapsed-fade-in 0.3s ease-in-out;
+  -webkit-animation: collapsed-fade-in 0.3s ease-in-out;
+  animation: collapsed-fade-in 0.3s ease-in-out;
+}
+
+/* Math align to the left */
+.cell_output .MathJax_Display {
+  text-align: left !important;
+}
+
+/* Pandas tables. Pulled from the Jupyter / nbsphinx CSS */
+div.cell_output table {
+  border: none;
+  border-collapse: collapse;
+  border-spacing: 0;
+  color: black;
+  font-size: 1em;
+  table-layout: fixed;
+}
+
+div.cell_output thead {
+  border-bottom: 1px solid black;
+  vertical-align: bottom;
+}
+
+div.cell_output tr,
+div.cell_output th,
+div.cell_output td {
+  text-align: right;
+  vertical-align: middle;
+  padding: 0.5em 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+
+div.cell_output th {
+  font-weight: bold;
+}
+
+div.cell_output tbody tr:nth-child(odd) {
+  background: #f5f5f5;
+}
+
+div.cell_output tbody tr:hover {
+  background: rgba(66, 165, 245, 0.2);
+}
+
+/** source code line numbers **/
+span.linenos {
+  opacity: 0.5;
+}
+
+/* Inline text from `paste` operation */
+
+span.pasted-text {
+  font-weight: bold;
+}
+
+span.pasted-inline img {
+  max-height: 2em;
+}
+
+tbody span.pasted-inline img {
+  max-height: none;
+}
+
+/* Font colors for translated ANSI escape sequences
+Color values are copied from Jupyter Notebook
+https://github.com/jupyter/notebook/blob/52581f8eda9b319eb0390ac77fe5903c38f81e3e/notebook/static/notebook/less/ansicolors.less#L14-L21
+Background colors from
+https://nbsphinx.readthedocs.io/en/latest/code-cells.html#ANSI-Colors
+*/
+div.highlight .-Color-Bold {
+  font-weight: bold;
+}
+
+div.highlight .-Color[class*=-Black] {
+  color: #3E424D
+}
+
+div.highlight .-Color[class*=-Red] {
+  color: #E75C58
+}
+
+div.highlight .-Color[class*=-Green] {
+  color: #00A250
+}
+
+div.highlight .-Color[class*=-Yellow] {
+  color: #DDB62B
+}
+
+div.highlight .-Color[class*=-Blue] {
+  color: #208FFB
+}
+
+div.highlight .-Color[class*=-Magenta] {
+  color: #D160C4
+}
+
+div.highlight .-Color[class*=-Cyan] {
+  color: #60C6C8
+}
+
+div.highlight .-Color[class*=-White] {
+  color: #C5C1B4
+}
+
+div.highlight .-Color[class*=-BGBlack] {
+  background-color: #3E424D
+}
+
+div.highlight .-Color[class*=-BGRed] {
+  background-color: #E75C58
+}
+
+div.highlight .-Color[class*=-BGGreen] {
+  background-color: #00A250
+}
+
+div.highlight .-Color[class*=-BGYellow] {
+  background-color: #DDB62B
+}
+
+div.highlight .-Color[class*=-BGBlue] {
+  background-color: #208FFB
+}
+
+div.highlight .-Color[class*=-BGMagenta] {
+  background-color: #D160C4
+}
+
+div.highlight .-Color[class*=-BGCyan] {
+  background-color: #60C6C8
+}
+
+div.highlight .-Color[class*=-BGWhite] {
+  background-color: #C5C1B4
+}
+
+/* Font colors for 8-bit ANSI */
+
+div.highlight .-Color[class*=-C0] {
+  color: #000000
+}
+
+div.highlight .-Color[class*=-BGC0] {
+  background-color: #000000
+}
+
+div.highlight .-Color[class*=-C1] {
+  color: #800000
+}
+
+div.highlight .-Color[class*=-BGC1] {
+  background-color: #800000
+}
+
+div.highlight .-Color[class*=-C2] {
+  color: #008000
+}
+
+div.highlight .-Color[class*=-BGC2] {
+  background-color: #008000
+}
+
+div.highlight .-Color[class*=-C3] {
+  color: #808000
+}
+
+div.highlight .-Color[class*=-BGC3] {
+  background-color: #808000
+}
+
+div.highlight .-Color[class*=-C4] {
+  color: #000080
+}
+
+div.highlight .-Color[class*=-BGC4] {
+  background-color: #000080
+}
+
+div.highlight .-Color[class*=-C5] {
+  color: #800080
+}
+
+div.highlight .-Color[class*=-BGC5] {
+  background-color: #800080
+}
+
+div.highlight .-Color[class*=-C6] {
+  color: #008080
+}
+
+div.highlight .-Color[class*=-BGC6] {
+  background-color: #008080
+}
+
+div.highlight .-Color[class*=-C7] {
+  color: #C0C0C0
+}
+
+div.highlight .-Color[class*=-BGC7] {
+  background-color: #C0C0C0
+}
+
+div.highlight .-Color[class*=-C8] {
+  color: #808080
+}
+
+div.highlight .-Color[class*=-BGC8] {
+  background-color: #808080
+}
+
+div.highlight .-Color[class*=-C9] {
+  color: #FF0000
+}
+
+div.highlight .-Color[class*=-BGC9] {
+  background-color: #FF0000
+}
+
+div.highlight .-Color[class*=-C10] {
+  color: #00FF00
+}
+
+div.highlight .-Color[class*=-BGC10] {
+  background-color: #00FF00
+}
+
+div.highlight .-Color[class*=-C11] {
+  color: #FFFF00
+}
+
+div.highlight .-Color[class*=-BGC11] {
+  background-color: #FFFF00
+}
+
+div.highlight .-Color[class*=-C12] {
+  color: #0000FF
+}
+
+div.highlight .-Color[class*=-BGC12] {
+  background-color: #0000FF
+}
+
+div.highlight .-Color[class*=-C13] {
+  color: #FF00FF
+}
+
+div.highlight .-Color[class*=-BGC13] {
+  background-color: #FF00FF
+}
+
+div.highlight .-Color[class*=-C14] {
+  color: #00FFFF
+}
+
+div.highlight .-Color[class*=-BGC14] {
+  background-color: #00FFFF
+}
+
+div.highlight .-Color[class*=-C15] {
+  color: #FFFFFF
+}
+
+div.highlight .-Color[class*=-BGC15] {
+  background-color: #FFFFFF
+}
+
+div.highlight .-Color[class*=-C16] {
+  color: #000000
+}
+
+div.highlight .-Color[class*=-BGC16] {
+  background-color: #000000
+}
+
+div.highlight .-Color[class*=-C17] {
+  color: #00005F
+}
+
+div.highlight .-Color[class*=-BGC17] {
+  background-color: #00005F
+}
+
+div.highlight .-Color[class*=-C18] {
+  color: #000087
+}
+
+div.highlight .-Color[class*=-BGC18] {
+  background-color: #000087
+}
+
+div.highlight .-Color[class*=-C19] {
+  color: #0000AF
+}
+
+div.highlight .-Color[class*=-BGC19] {
+  background-color: #0000AF
+}
+
+div.highlight .-Color[class*=-C20] {
+  color: #0000D7
+}
+
+div.highlight .-Color[class*=-BGC20] {
+  background-color: #0000D7
+}
+
+div.highlight .-Color[class*=-C21] {
+  color: #0000FF
+}
+
+div.highlight .-Color[class*=-BGC21] {
+  background-color: #0000FF
+}
+
+div.highlight .-Color[class*=-C22] {
+  color: #005F00
+}
+
+div.highlight .-Color[class*=-BGC22] {
+  background-color: #005F00
+}
+
+div.highlight .-Color[class*=-C23] {
+  color: #005F5F
+}
+
+div.highlight .-Color[class*=-BGC23] {
+  background-color: #005F5F
+}
+
+div.highlight .-Color[class*=-C24] {
+  color: #005F87
+}
+
+div.highlight .-Color[class*=-BGC24] {
+  background-color: #005F87
+}
+
+div.highlight .-Color[class*=-C25] {
+  color: #005FAF
+}
+
+div.highlight .-Color[class*=-BGC25] {
+  background-color: #005FAF
+}
+
+div.highlight .-Color[class*=-C26] {
+  color: #005FD7
+}
+
+div.highlight .-Color[class*=-BGC26] {
+  background-color: #005FD7
+}
+
+div.highlight .-Color[class*=-C27] {
+  color: #005FFF
+}
+
+div.highlight .-Color[class*=-BGC27] {
+  background-color: #005FFF
+}
+
+div.highlight .-Color[class*=-C28] {
+  color: #008700
+}
+
+div.highlight .-Color[class*=-BGC28] {
+  background-color: #008700
+}
+
+div.highlight .-Color[class*=-C29] {
+  color: #00875F
+}
+
+div.highlight .-Color[class*=-BGC29] {
+  background-color: #00875F
+}
+
+div.highlight .-Color[class*=-C30] {
+  color: #008787
+}
+
+div.highlight .-Color[class*=-BGC30] {
+  background-color: #008787
+}
+
+div.highlight .-Color[class*=-C31] {
+  color: #0087AF
+}
+
+div.highlight .-Color[class*=-BGC31] {
+  background-color: #0087AF
+}
+
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+  color: #0087D7
+}
+
+div.highlight .-Color[class*=-BGC32] {
+  background-color: #0087D7
+}
+
+div.highlight .-Color[class*=-C33] {
+  color: #0087FF
+}
+
+div.highlight .-Color[class*=-BGC33] {
+  background-color: #0087FF
+}
+
+div.highlight .-Color[class*=-C34] {
+  color: #00AF00
+}
+
+div.highlight .-Color[class*=-BGC34] {
+  background-color: #00AF00
+}
+
+div.highlight .-Color[class*=-C35] {
+  color: #00AF5F
+}
+
+div.highlight .-Color[class*=-BGC35] {
+  background-color: #00AF5F
+}
+
+div.highlight .-Color[class*=-C36] {
+  color: #00AF87
+}
+
+div.highlight .-Color[class*=-BGC36] {
+  background-color: #00AF87
+}
+
+div.highlight .-Color[class*=-C37] {
+  color: #00AFAF
+}
+
+div.highlight .-Color[class*=-BGC37] {
+  background-color: #00AFAF
+}
+
+div.highlight .-Color[class*=-C38] {
+  color: #00AFD7
+}
+
+div.highlight .-Color[class*=-BGC38] {
+  background-color: #00AFD7
+}
+
+div.highlight .-Color[class*=-C39] {
+  color: #00AFFF
+}
+
+div.highlight .-Color[class*=-BGC39] {
+  background-color: #00AFFF
+}
+
+div.highlight .-Color[class*=-C40] {
+  color: #00D700
+}
+
+div.highlight .-Color[class*=-BGC40] {
+  background-color: #00D700
+}
+
+div.highlight .-Color[class*=-C41] {
+  color: #00D75F
+}
+
+div.highlight .-Color[class*=-BGC41] {
+  background-color: #00D75F
+}
+
+div.highlight .-Color[class*=-C42] {
+  color: #00D787
+}
+
+div.highlight .-Color[class*=-BGC42] {
+  background-color: #00D787
+}
+
+div.highlight .-Color[class*=-C43] {
+  color: #00D7AF
+}
+
+div.highlight .-Color[class*=-BGC43] {
+  background-color: #00D7AF
+}
+
+div.highlight .-Color[class*=-C44] {
+  color: #00D7D7
+}
+
+div.highlight .-Color[class*=-BGC44] {
+  background-color: #00D7D7
+}
+
+div.highlight .-Color[class*=-C45] {
+  color: #00D7FF
+}
+
+div.highlight .-Color[class*=-BGC45] {
+  background-color: #00D7FF
+}
+
+div.highlight .-Color[class*=-C46] {
+  color: #00FF00
+}
+
+div.highlight .-Color[class*=-BGC46] {
+  background-color: #00FF00
+}
+
+div.highlight .-Color[class*=-C47] {
+  color: #00FF5F
+}
+
+div.highlight .-Color[class*=-BGC47] {
+  background-color: #00FF5F
+}
+
+div.highlight .-Color[class*=-C48] {
+  color: #00FF87
+}
+
+div.highlight .-Color[class*=-BGC48] {
+  background-color: #00FF87
+}
+
+div.highlight .-Color[class*=-C49] {
+  color: #00FFAF
+}
+
+div.highlight .-Color[class*=-BGC49] {
+  background-color: #00FFAF
+}
+
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+.highlight .sc { color: #4e9a06 } /* Literal.String.Char */
+.highlight .dl { color: #4e9a06 } /* Literal.String.Delimiter */
+.highlight .sd { color: #8f5902; font-style: italic } /* Literal.String.Doc */
+.highlight .s2 { color: #4e9a06 } /* Literal.String.Double */
+.highlight .se { color: #4e9a06 } /* Literal.String.Escape */
+.highlight .sh { color: #4e9a06 } /* Literal.String.Heredoc */
+.highlight .si { color: #4e9a06 } /* Literal.String.Interpol */
+.highlight .sx { color: #4e9a06 } /* Literal.String.Other */
+.highlight .sr { color: #4e9a06 } /* Literal.String.Regex */
+.highlight .s1 { color: #4e9a06 } /* Literal.String.Single */
+.highlight .ss { color: #4e9a06 } /* Literal.String.Symbol */
+.highlight .bp { color: #3465a4 } /* Name.Builtin.Pseudo */
+.highlight .fm { color: #000000 } /* Name.Function.Magic */
+.highlight .vc { color: #000000 } /* Name.Variable.Class */
+.highlight .vg { color: #000000 } /* Name.Variable.Global */
+.highlight .vi { color: #000000 } /* Name.Variable.Instance */
+.highlight .vm { color: #000000 } /* Name.Variable.Magic */
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diff --git a/_static/sbt-webpack-macros.html b/_static/sbt-webpack-macros.html
new file mode 100644
index 00000000..6cbf559f
--- /dev/null
+++ b/_static/sbt-webpack-macros.html
@@ -0,0 +1,11 @@
+<!--
+  All these macros are auto-generated and must **NOT** be edited by hand.
+  See the webpack.config.js file, to learn more about how this is generated.
+-->
+{% macro head_pre_bootstrap() %}
+  <link href="{{ pathto('_static/styles/sphinx-book-theme.css', 1) }}" rel="stylesheet">
+{% endmacro %}
+
+{% macro body_post() %}
+  <script src="{{ pathto('_static/scripts/sphinx-book-theme.js', 1) }}"></script>
+{% endmacro %}
diff --git a/_static/scripts/pydata-sphinx-theme.js b/_static/scripts/pydata-sphinx-theme.js
new file mode 100644
index 00000000..0e00c4ca
--- /dev/null
+++ b/_static/scripts/pydata-sphinx-theme.js
@@ -0,0 +1,32 @@
+!function(t){var e={};function n(i){if(e[i])return e[i].exports;var o=e[i]={i:i,l:!1,exports:{}};return t[i].call(o.exports,o,o.exports,n),o.l=!0,o.exports}n.m=t,n.c=e,n.d=function(t,e,i){n.o(t,e)||Object.defineProperty(t,e,{enumerable:!0,get:i})},n.r=function(t){"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(t,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(t,"__esModule",{value:!0})},n.t=function(t,e){if(1&e&&(t=n(t)),8&e)return t;if(4&e&&"object"==typeof t&&t&&t.__esModule)return t;var i=Object.create(null);if(n.r(i),Object.defineProperty(i,"default",{enumerable:!0,value:t}),2&e&&"string"!=typeof t)for(var o in t)n.d(i,o,function(e){return t[e]}.bind(null,o));return i},n.n=function(t){var e=t&&t.__esModule?function(){return t.default}:function(){return t};return n.d(e,"a",e),e},n.o=function(t,e){return Object.prototype.hasOwnProperty.call(t,e)},n.p="",n(n.s=2)}([function(t,e){t.exports=jQuery},function(t,e,n){"use strict";n.r(e),function(t){
+/**!
+ * @fileOverview Kickass library to create and place poppers near their reference elements.
+ * @version 1.16.1
+ * @license
+ * Copyright (c) 2016 Federico Zivolo and contributors
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
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+  * Copyright 2011-2021 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
+  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+  */
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e=parseInt(t.getAttribute("data-interval"),10);e?(this._config.defaultInterval=this._config.defaultInterval||this._config.interval,this._config.interval=e):this._config.interval=this._config.defaultInterval||this._config.interval}},e._slide=function(t,e){var n,i,r,a=this,s=this._element.querySelector(".active.carousel-item"),l=this._getItemIndex(s),u=e||s&&this._getItemByDirection(t,s),f=this._getItemIndex(u),c=Boolean(this._interval);if("next"===t?(n="carousel-item-left",i="carousel-item-next",r="left"):(n="carousel-item-right",i="carousel-item-prev",r="right"),u&&o.default(u).hasClass("active"))this._isSliding=!1;else if(!this._triggerSlideEvent(u,r).isDefaultPrevented()&&s&&u){this._isSliding=!0,c&&this.pause(),this._setActiveIndicatorElement(u),this._activeElement=u;var 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new TypeError('No method named "'+r+'"');n[r]()}else i.interval&&i.ride&&(n.pause(),n.cycle())}))},t._dataApiClickHandler=function(e){var n=d.getSelectorFromElement(this);if(n){var i=o.default(n)[0];if(i&&o.default(i).hasClass("carousel")){var r=l({},o.default(i).data(),o.default(this).data()),a=this.getAttribute("data-slide-to");a&&(r.interval=!1),t._jQueryInterface.call(o.default(i),r),a&&o.default(i).data("bs.carousel").to(a),e.preventDefault()}}},s(t,null,[{key:"VERSION",get:function(){return"4.6.1"}},{key:"Default",get:function(){return b}}]),t}();o.default(document).on("click.bs.carousel.data-api","[data-slide], [data-slide-to]",E._dataApiClickHandler),o.default(window).on("load.bs.carousel.data-api",(function(){for(var t=[].slice.call(document.querySelectorAll('[data-ride="carousel"]')),e=0,n=t.length;e<n;e++){var i=o.default(t[e]);E._jQueryInterface.call(i,i.data())}})),o.default.fn[g]=E._jQueryInterface,o.default.fn[g].Constructor=E,o.default.fn[g].noConflict=function(){return 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n=this._getDimension();this._element.style[n]=this._element.getBoundingClientRect()[n]+"px",d.reflow(this._element),o.default(this._element).addClass("collapsing").removeClass("collapse show");var i=this._triggerArray.length;if(i>0)for(var r=0;r<i;r++){var a=this._triggerArray[r],s=d.getSelectorFromElement(a);null!==s&&(o.default([].slice.call(document.querySelectorAll(s))).hasClass("show")||o.default(a).addClass("collapsed").attr("aria-expanded",!1))}this.setTransitioning(!0),this._element.style[n]="";var l=d.getTransitionDurationFromElement(this._element);o.default(this._element).one(d.TRANSITION_END,(function(){t.setTransitioning(!1),o.default(t._element).removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")})).emulateTransitionEnd(l)}}},e.setTransitioning=function(t){this._isTransitioning=t},e.dispose=function(){o.default.removeData(this._element,"bs.collapse"),this._config=null,this._parent=null,this._element=null,this._triggerArray=null,this._isTransitioning=null},e._getConfig=function(t){return(t=l({},S,t)).toggle=Boolean(t.toggle),d.typeCheckConfig(T,t,N),t},e._getDimension=function(){return o.default(this._element).hasClass("width")?"width":"height"},e._getParent=function(){var e,n=this;d.isElement(this._config.parent)?(e=this._config.parent,void 0!==this._config.parent.jquery&&(e=this._config.parent[0])):e=document.querySelector(this._config.parent);var i='[data-toggle="collapse"][data-parent="'+this._config.parent+'"]',r=[].slice.call(e.querySelectorAll(i));return o.default(r).each((function(e,i){n._addAriaAndCollapsedClass(t._getTargetFromElement(i),[i])})),e},e._addAriaAndCollapsedClass=function(t,e){var n=o.default(t).hasClass("show");e.length&&o.default(e).toggleClass("collapsed",!n).attr("aria-expanded",n)},t._getTargetFromElement=function(t){var e=d.getSelectorFromElement(t);return e?document.querySelector(e):null},t._jQueryInterface=function(e){return this.each((function(){var n=o.default(this),i=n.data("bs.collapse"),r=l({},S,n.data(),"object"==typeof e&&e?e:{});if(!i&&r.toggle&&"string"==typeof e&&/show|hide/.test(e)&&(r.toggle=!1),i||(i=new t(this,r),n.data("bs.collapse",i)),"string"==typeof e){if(void 0===i[e])throw new TypeError('No method named "'+e+'"');i[e]()}}))},s(t,null,[{key:"VERSION",get:function(){return"4.6.1"}},{key:"Default",get:function(){return S}}]),t}();o.default(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',(function(t){"A"===t.currentTarget.tagName&&t.preventDefault();var e=o.default(this),n=d.getSelectorFromElement(this),i=[].slice.call(document.querySelectorAll(n));o.default(i).each((function(){var t=o.default(this),n=t.data("bs.collapse")?"toggle":e.data();D._jQueryInterface.call(t,n)}))})),o.default.fn[T]=D._jQueryInterface,o.default.fn[T].Constructor=D,o.default.fn[T].noConflict=function(){return o.default.fn[T]=C,D._jQueryInterface};var k="dropdown",A=o.default.fn[k],I=new RegExp("38|40|27"),O={offset:0,flip:!0,boundary:"scrollParent",reference:"toggle",display:"dynamic",popperConfig:null},x={offset:"(number|string|function)",flip:"boolean",boundary:"(string|element)",reference:"(string|element)",display:"string",popperConfig:"(null|object)"},j=function(){function t(t,e){this._element=t,this._popper=null,this._config=this._getConfig(e),this._menu=this._getMenuElement(),this._inNavbar=this._detectNavbar(),this._addEventListeners()}var e=t.prototype;return e.toggle=function(){if(!this._element.disabled&&!o.default(this._element).hasClass("disabled")){var e=o.default(this._menu).hasClass("show");t._clearMenus(),e||this.show(!0)}},e.show=function(e){if(void 0===e&&(e=!1),!(this._element.disabled||o.default(this._element).hasClass("disabled")||o.default(this._menu).hasClass("show"))){var n={relatedTarget:this._element},i=o.default.Event("show.bs.dropdown",n),a=t._getParentFromElement(this._element);if(o.default(a).trigger(i),!i.isDefaultPrevented()){if(!this._inNavbar&&e){if(void 0===r.default)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");var s=this._element;"parent"===this._config.reference?s=a:d.isElement(this._config.reference)&&(s=this._config.reference,void 0!==this._config.reference.jquery&&(s=this._config.reference[0])),"scrollParent"!==this._config.boundary&&o.default(a).addClass("position-static"),this._popper=new r.default(s,this._menu,this._getPopperConfig())}"ontouchstart"in document.documentElement&&0===o.default(a).closest(".navbar-nav").length&&o.default(document.body).children().on("mouseover",null,o.default.noop),this._element.focus(),this._element.setAttribute("aria-expanded",!0),o.default(this._menu).toggleClass("show"),o.default(a).toggleClass("show").trigger(o.default.Event("shown.bs.dropdown",n))}}},e.hide=function(){if(!this._element.disabled&&!o.default(this._element).hasClass("disabled")&&o.default(this._menu).hasClass("show")){var e={relatedTarget:this._element},n=o.default.Event("hide.bs.dropdown",e),i=t._getParentFromElement(this._element);o.default(i).trigger(n),n.isDefaultPrevented()||(this._popper&&this._popper.destroy(),o.default(this._menu).toggleClass("show"),o.default(i).toggleClass("show").trigger(o.default.Event("hidden.bs.dropdown",e)))}},e.dispose=function(){o.default.removeData(this._element,"bs.dropdown"),o.default(this._element).off(".bs.dropdown"),this._element=null,this._menu=null,null!==this._popper&&(this._popper.destroy(),this._popper=null)},e.update=function(){this._inNavbar=this._detectNavbar(),null!==this._popper&&this._popper.scheduleUpdate()},e._addEventListeners=function(){var t=this;o.default(this._element).on("click.bs.dropdown",(function(e){e.preventDefault(),e.stopPropagation(),t.toggle()}))},e._getConfig=function(t){return t=l({},this.constructor.Default,o.default(this._element).data(),t),d.typeCheckConfig(k,t,this.constructor.DefaultType),t},e._getMenuElement=function(){if(!this._menu){var e=t._getParentFromElement(this._element);e&&(this._menu=e.querySelector(".dropdown-menu"))}return this._menu},e._getPlacement=function(){var t=o.default(this._element.parentNode),e="bottom-start";return t.hasClass("dropup")?e=o.default(this._menu).hasClass("dropdown-menu-right")?"top-end":"top-start":t.hasClass("dropright")?e="right-start":t.hasClass("dropleft")?e="left-start":o.default(this._menu).hasClass("dropdown-menu-right")&&(e="bottom-end"),e},e._detectNavbar=function(){return o.default(this._element).closest(".navbar").length>0},e._getOffset=function(){var t=this,e={};return"function"==typeof this._config.offset?e.fn=function(e){return e.offsets=l({},e.offsets,t._config.offset(e.offsets,t._element)),e}:e.offset=this._config.offset,e},e._getPopperConfig=function(){var t={placement:this._getPlacement(),modifiers:{offset:this._getOffset(),flip:{enabled:this._config.flip},preventOverflow:{boundariesElement:this._config.boundary}}};return"static"===this._config.display&&(t.modifiers.applyStyle={enabled:!1}),l({},t,this._config.popperConfig)},t._jQueryInterface=function(e){return this.each((function(){var n=o.default(this).data("bs.dropdown");if(n||(n=new t(this,"object"==typeof e?e:null),o.default(this).data("bs.dropdown",n)),"string"==typeof e){if(void 0===n[e])throw new TypeError('No method named "'+e+'"');n[e]()}}))},t._clearMenus=function(e){if(!e||3!==e.which&&("keyup"!==e.type||9===e.which))for(var n=[].slice.call(document.querySelectorAll('[data-toggle="dropdown"]')),i=0,r=n.length;i<r;i++){var a=t._getParentFromElement(n[i]),s=o.default(n[i]).data("bs.dropdown"),l={relatedTarget:n[i]};if(e&&"click"===e.type&&(l.clickEvent=e),s){var u=s._menu;if(o.default(a).hasClass("show")&&!(e&&("click"===e.type&&/input|textarea/i.test(e.target.tagName)||"keyup"===e.type&&9===e.which)&&o.default.contains(a,e.target))){var f=o.default.Event("hide.bs.dropdown",l);o.default(a).trigger(f),f.isDefaultPrevented()||("ontouchstart"in document.documentElement&&o.default(document.body).children().off("mouseover",null,o.default.noop),n[i].setAttribute("aria-expanded","false"),s._popper&&s._popper.destroy(),o.default(u).removeClass("show"),o.default(a).removeClass("show").trigger(o.default.Event("hidden.bs.dropdown",l)))}}}},t._getParentFromElement=function(t){var e,n=d.getSelectorFromElement(t);return n&&(e=document.querySelector(n)),e||t.parentNode},t._dataApiKeydownHandler=function(e){if(!(/input|textarea/i.test(e.target.tagName)?32===e.which||27!==e.which&&(40!==e.which&&38!==e.which||o.default(e.target).closest(".dropdown-menu").length):!I.test(e.which))&&!this.disabled&&!o.default(this).hasClass("disabled")){var n=t._getParentFromElement(this),i=o.default(n).hasClass("show");if(i||27!==e.which){if(e.preventDefault(),e.stopPropagation(),!i||27===e.which||32===e.which)return 27===e.which&&o.default(n.querySelector('[data-toggle="dropdown"]')).trigger("focus"),void o.default(this).trigger("click");var r=[].slice.call(n.querySelectorAll(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)")).filter((function(t){return o.default(t).is(":visible")}));if(0!==r.length){var a=r.indexOf(e.target);38===e.which&&a>0&&a--,40===e.which&&a<r.length-1&&a++,a<0&&(a=0),r[a].focus()}}}},s(t,null,[{key:"VERSION",get:function(){return"4.6.1"}},{key:"Default",get:function(){return O}},{key:"DefaultType",get:function(){return x}}]),t}();o.default(document).on("keydown.bs.dropdown.data-api",'[data-toggle="dropdown"]',j._dataApiKeydownHandler).on("keydown.bs.dropdown.data-api",".dropdown-menu",j._dataApiKeydownHandler).on("click.bs.dropdown.data-api keyup.bs.dropdown.data-api",j._clearMenus).on("click.bs.dropdown.data-api",'[data-toggle="dropdown"]',(function(t){t.preventDefault(),t.stopPropagation(),j._jQueryInterface.call(o.default(this),"toggle")})).on("click.bs.dropdown.data-api",".dropdown form",(function(t){t.stopPropagation()})),o.default.fn[k]=j._jQueryInterface,o.default.fn[k].Constructor=j,o.default.fn[k].noConflict=function(){return o.default.fn[k]=A,j._jQueryInterface};var L=o.default.fn.modal,P={backdrop:!0,keyboard:!0,focus:!0,show:!0},F={backdrop:"(boolean|string)",keyboard:"boolean",focus:"boolean",show:"boolean"},R=function(){function t(t,e){this._config=this._getConfig(e),this._element=t,this._dialog=t.querySelector(".modal-dialog"),this._backdrop=null,this._isShown=!1,this._isBodyOverflowing=!1,this._ignoreBackdropClick=!1,this._isTransitioning=!1,this._scrollbarWidth=0}var e=t.prototype;return e.toggle=function(t){return this._isShown?this.hide():this.show(t)},e.show=function(t){var e=this;if(!this._isShown&&!this._isTransitioning){var n=o.default.Event("show.bs.modal",{relatedTarget:t});o.default(this._element).trigger(n),n.isDefaultPrevented()||(this._isShown=!0,o.default(this._element).hasClass("fade")&&(this._isTransitioning=!0),this._checkScrollbar(),this._setScrollbar(),this._adjustDialog(),this._setEscapeEvent(),this._setResizeEvent(),o.default(this._element).on("click.dismiss.bs.modal",'[data-dismiss="modal"]',(function(t){return e.hide(t)})),o.default(this._dialog).on("mousedown.dismiss.bs.modal",(function(){o.default(e._element).one("mouseup.dismiss.bs.modal",(function(t){o.default(t.target).is(e._element)&&(e._ignoreBackdropClick=!0)}))})),this._showBackdrop((function(){return e._showElement(t)})))}},e.hide=function(t){var e=this;if(t&&t.preventDefault(),this._isShown&&!this._isTransitioning){var n=o.default.Event("hide.bs.modal");if(o.default(this._element).trigger(n),this._isShown&&!n.isDefaultPrevented()){this._isShown=!1;var i=o.default(this._element).hasClass("fade");if(i&&(this._isTransitioning=!0),this._setEscapeEvent(),this._setResizeEvent(),o.default(document).off("focusin.bs.modal"),o.default(this._element).removeClass("show"),o.default(this._element).off("click.dismiss.bs.modal"),o.default(this._dialog).off("mousedown.dismiss.bs.modal"),i){var r=d.getTransitionDurationFromElement(this._element);o.default(this._element).one(d.TRANSITION_END,(function(t){return e._hideModal(t)})).emulateTransitionEnd(r)}else this._hideModal()}}},e.dispose=function(){[window,this._element,this._dialog].forEach((function(t){return o.default(t).off(".bs.modal")})),o.default(document).off("focusin.bs.modal"),o.default.removeData(this._element,"bs.modal"),this._config=null,this._element=null,this._dialog=null,this._backdrop=null,this._isShown=null,this._isBodyOverflowing=null,this._ignoreBackdropClick=null,this._isTransitioning=null,this._scrollbarWidth=null},e.handleUpdate=function(){this._adjustDialog()},e._getConfig=function(t){return t=l({},P,t),d.typeCheckConfig("modal",t,F),t},e._triggerBackdropTransition=function(){var t=this,e=o.default.Event("hidePrevented.bs.modal");if(o.default(this._element).trigger(e),!e.isDefaultPrevented()){var n=this._element.scrollHeight>document.documentElement.clientHeight;n||(this._element.style.overflowY="hidden"),this._element.classList.add("modal-static");var i=d.getTransitionDurationFromElement(this._dialog);o.default(this._element).off(d.TRANSITION_END),o.default(this._element).one(d.TRANSITION_END,(function(){t._element.classList.remove("modal-static"),n||o.default(t._element).one(d.TRANSITION_END,(function(){t._element.style.overflowY=""})).emulateTransitionEnd(t._element,i)})).emulateTransitionEnd(i),this._element.focus()}},e._showElement=function(t){var e=this,n=o.default(this._element).hasClass("fade"),i=this._dialog?this._dialog.querySelector(".modal-body"):null;this._element.parentNode&&this._element.parentNode.nodeType===Node.ELEMENT_NODE||document.body.appendChild(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),o.default(this._dialog).hasClass("modal-dialog-scrollable")&&i?i.scrollTop=0:this._element.scrollTop=0,n&&d.reflow(this._element),o.default(this._element).addClass("show"),this._config.focus&&this._enforceFocus();var r=o.default.Event("shown.bs.modal",{relatedTarget:t}),a=function(){e._config.focus&&e._element.focus(),e._isTransitioning=!1,o.default(e._element).trigger(r)};if(n){var s=d.getTransitionDurationFromElement(this._dialog);o.default(this._dialog).one(d.TRANSITION_END,a).emulateTransitionEnd(s)}else a()},e._enforceFocus=function(){var 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0);\n","export default __webpack_public_path__ + \"styles/sphinx-book-theme.css\";","// Import CSS variables\n// ref: https://css-tricks.com/getting-javascript-to-talk-to-css-and-sass/\nimport \"../styles/index.scss\";\n\n/**\n * A helper function to load scripts when the DOM is loaded.\n * This waits for everything to be on the page first before running, since\n * some functionality doesn't behave properly until everything is ready.\n */\nvar sbRunWhenDOMLoaded = (cb) => {\n  if (document.readyState != \"loading\") {\n    cb();\n  } else if (document.addEventListener) {\n    document.addEventListener(\"DOMContentLoaded\", cb);\n  } else {\n    document.attachEvent(\"onreadystatechange\", function () {\n      if (document.readyState == \"complete\") cb();\n    });\n  }\n};\n\n/**\n * Toggle full-screen with button\n *\n * There are some browser-specific hacks in here:\n * - Safari requires a `webkit` prefix, so this uses conditionals to check for that\n *   ref: https://developer.mozilla.org/en-US/docs/Web/API/Fullscreen_API\n */\nvar toggleFullScreen = () => {\n  var isInFullScreen =\n    (document.fullscreenElement && document.fullscreenElement !== null) ||\n    (document.webkitFullscreenElement &&\n      document.webkitFullscreenElement !== null);\n  let docElm = document.documentElement;\n  if (!isInFullScreen) {\n    console.log(\"[SBT]: Entering full screen\");\n    if (docElm.requestFullscreen) {\n      docElm.requestFullscreen();\n    } else if (docElm.webkitRequestFullscreen) {\n      docElm.webkitRequestFullscreen();\n    }\n  } else {\n    console.log(\"[SBT]: Exiting full screen\");\n    if (document.exitFullscreen) {\n      document.exitFullscreen();\n    } else if (document.webkitExitFullscreen) {\n      document.webkitExitFullscreen();\n    }\n  }\n};\n\n/**\n * Sidebar scroll on load.\n *\n * Detect the active page in the sidebar, and scroll so that it is centered on\n * the screen.\n */\nvar scrollToActive = () => {\n  var navbar = document.getElementById(\"site-navigation\");\n  var active_pages = navbar.querySelectorAll(\".active\");\n  var active_page = active_pages[active_pages.length - 1];\n  // Only scroll the navbar if the active link is lower than 50% of the page\n  if (\n    active_page !== undefined &&\n    active_page.offsetTop > $(window).height() * 0.5\n  ) {\n    navbar.scrollTop = active_page.offsetTop - $(window).height() * 0.2;\n  }\n};\n\n/**\n * Called when the \"print to PDF\" button is clicked.\n * This is a hack to prevent tooltips from showing up in the printed PDF.\n */\nvar printPdf = (el) => {\n  // Detach the tooltip text from DOM to hide in PDF\n  // and then reattach it for HTML\n  let tooltipID = $(el).attr(\"aria-describedby\");\n  let tooltipTextDiv = $(\"#\" + tooltipID).detach();\n  window.print();\n  $(\"body\").append(tooltipTextDiv);\n};\n\n/**\n * Manage scrolling behavior. This is primarily two things:\n *\n * 1. Hide the Table of Contents any time sidebar content is on the screen.\n *\n * This will be triggered any time a sidebar item enters or exits the screen.\n * It adds/removes items from an array if they have entered the screen, and\n * removes them when they exit the screen. It hides the TOC if anything is\n * on-screen.\n *\n * ref: https://developer.mozilla.org/en-US/docs/Web/API/Intersection_Observer_API\n *\n * 2. Add a `scrolled` class to <body> to trigger CSS changes.\n */\nvar initTocHide = () => {\n  var onScreenItems = [];\n  let hideTocCallback = (entries, observer) => {\n    // Check whether any sidebar item is displayed\n    entries.forEach((entry) => {\n      if (entry.isIntersecting) {\n        // If an element just came on screen, add it our list\n        onScreenItems.push(entry.target);\n      } else {\n        // Otherwise, if it's in our list then remove it\n        for (let ii = 0; ii < onScreenItems.length; ii++) {\n          if (onScreenItems[ii] === entry.target) {\n            onScreenItems.splice(ii, 1);\n            break;\n          }\n        }\n      }\n    });\n\n    // Hide the TOC if any margin content is displayed on the screen\n    if (onScreenItems.length > 0) {\n      $(\"div.bd-toc\").removeClass(\"show\");\n    } else {\n      $(\"div.bd-toc\").addClass(\"show\");\n    }\n  };\n  let manageScrolledClassOnBody = (entries, observer) => {\n    // The pixel is at the top, so if we're < 0 that it means we've scrolled\n    if (entries[0].boundingClientRect.y < 0) {\n      document.body.classList.add(\"scrolled\");\n    } else {\n      document.body.classList.remove(\"scrolled\");\n    }\n  };\n\n  // Set up the intersection observer to watch all margin content\n  let tocObserver = new IntersectionObserver(hideTocCallback);\n  // TODO: deprecate popout after v0.5.0\n  const selectorClasses = [\n    \"marginnote\",\n    \"sidenote\",\n    \"margin\",\n    \"margin-caption\",\n    \"full-width\",\n    \"sidebar\",\n    \"popout\",\n  ];\n  let marginSelector = [];\n  selectorClasses.forEach((ii) => {\n    // Use three permutations of each class name because `tag_` and `_` used to be supported\n    marginSelector.push(\n      ...[\n        `.${ii}`,\n        `.tag_${ii}`,\n        `.${ii.replace(\"-\", \"_\")}`,\n        `.tag_${ii.replace(\"-\", \"_\")}`,\n      ]\n    );\n  });\n  document.querySelectorAll(marginSelector.join(\", \")).forEach((ii) => {\n    tocObserver.observe(ii);\n  });\n\n  // Set up the observer to check if we've scrolled from top of page\n  let scrollObserver = new IntersectionObserver(manageScrolledClassOnBody);\n  scrollObserver.observe(document.querySelector(\".sbt-scroll-pixel-helper\"));\n};\n\n/**\n * Activate Thebe with a custom button click.\n */\nvar initThebeSBT = () => {\n  var title = $(\"div.section h1\")[0];\n  if (!$(title).next().hasClass(\"thebe-launch-button\")) {\n    $(\"<button class='thebe-launch-button'></button>\").insertAfter($(title));\n  }\n  initThebe();\n};\n\n/**\n * Use Bootstrap helper function to enable tooltips.\n */\nvar initTooltips = () => {\n  $(document).ready(function () {\n    $('[data-toggle=\"tooltip\"]').tooltip({\n      trigger: \"hover\",\n      delay: { show: 500, hide: 100 },\n    });\n  });\n};\n\n/**\n * MutationObserver to move the ReadTheDocs button\n */\nfunction initRTDObserver() {\n  const mutatedCallback = (mutationList, observer) => {\n    mutationList.forEach((mutation) => {\n      // Check whether the mutation is for RTD, which will have a specific structure\n      if (mutation.addedNodes.length === 0) {\n        return;\n      }\n      if (mutation.addedNodes[0].data === undefined) {\n        return;\n      }\n      if (mutation.addedNodes[0].data.search(\"Inserted RTD Footer\") != -1) {\n        mutation.addedNodes.forEach((node) => {\n          document.getElementById(\"rtd-footer-container\").append(node);\n        });\n      }\n    });\n  };\n\n  const observer = new MutationObserver(mutatedCallback);\n  const config = { childList: true };\n  observer.observe(document.body, config);\n}\n\n/**\n * Set up callback functions for UI click actions\n */\nwindow.initThebeSBT = initThebeSBT;\nwindow.printPdf = printPdf;\nwindow.toggleFullScreen = toggleFullScreen;\n\n/**\n * Set up functions to load when the DOM is ready\n */\nsbRunWhenDOMLoaded(initTooltips);\nsbRunWhenDOMLoaded(scrollToActive);\nsbRunWhenDOMLoaded(initTocHide);\nsbRunWhenDOMLoaded(initRTDObserver);\n"],"sourceRoot":""}
\ No newline at end of file
diff --git a/_static/searchtools.js b/_static/searchtools.js
new file mode 100644
index 00000000..0a44e858
--- /dev/null
+++ b/_static/searchtools.js
@@ -0,0 +1,525 @@
+/*
+ * searchtools.js
+ * ~~~~~~~~~~~~~~~~
+ *
+ * Sphinx JavaScript utilities for the full-text search.
+ *
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+
+if (!Scorer) {
+  /**
+   * Simple result scoring code.
+   */
+  var Scorer = {
+    // Implement the following function to further tweak the score for each result
+    // The function takes a result array [filename, title, anchor, descr, score]
+    // and returns the new score.
+    /*
+    score: function(result) {
+      return result[4];
+    },
+    */
+
+    // query matches the full name of an object
+    objNameMatch: 11,
+    // or matches in the last dotted part of the object name
+    objPartialMatch: 6,
+    // Additive scores depending on the priority of the object
+    objPrio: {0:  15,   // used to be importantResults
+              1:  5,   // used to be objectResults
+              2: -5},  // used to be unimportantResults
+    //  Used when the priority is not in the mapping.
+    objPrioDefault: 0,
+
+    // query found in title
+    title: 15,
+    partialTitle: 7,
+    // query found in terms
+    term: 5,
+    partialTerm: 2
+  };
+}
+
+if (!splitQuery) {
+  function splitQuery(query) {
+    return query.split(/\s+/);
+  }
+}
+
+/**
+ * Search Module
+ */
+var Search = {
+
+  _index : null,
+  _queued_query : null,
+  _pulse_status : -1,
+
+  htmlToText : function(htmlString) {
+      var virtualDocument = document.implementation.createHTMLDocument('virtual');
+      var htmlElement = $(htmlString, virtualDocument);
+      htmlElement.find('.headerlink').remove();
+      docContent = htmlElement.find('[role=main]')[0];
+      if(docContent === undefined) {
+          console.warn("Content block not found. Sphinx search tries to obtain it " +
+                       "via '[role=main]'. Could you check your theme or template.");
+          return "";
+      }
+      return docContent.textContent || docContent.innerText;
+  },
+
+  init : function() {
+      var params = $.getQueryParameters();
+      if (params.q) {
+          var query = params.q[0];
+          $('input[name="q"]')[0].value = query;
+          this.performSearch(query);
+      }
+  },
+
+  loadIndex : function(url) {
+    $.ajax({type: "GET", url: url, data: null,
+            dataType: "script", cache: true,
+            complete: function(jqxhr, textstatus) {
+              if (textstatus != "success") {
+                document.getElementById("searchindexloader").src = url;
+              }
+            }});
+  },
+
+  setIndex : function(index) {
+    var q;
+    this._index = index;
+    if ((q = this._queued_query) !== null) {
+      this._queued_query = null;
+      Search.query(q);
+    }
+  },
+
+  hasIndex : function() {
+      return this._index !== null;
+  },
+
+  deferQuery : function(query) {
+      this._queued_query = query;
+  },
+
+  stopPulse : function() {
+      this._pulse_status = 0;
+  },
+
+  startPulse : function() {
+    if (this._pulse_status >= 0)
+        return;
+    function pulse() {
+      var i;
+      Search._pulse_status = (Search._pulse_status + 1) % 4;
+      var dotString = '';
+      for (i = 0; i < Search._pulse_status; i++)
+        dotString += '.';
+      Search.dots.text(dotString);
+      if (Search._pulse_status > -1)
+        window.setTimeout(pulse, 500);
+    }
+    pulse();
+  },
+
+  /**
+   * perform a search for something (or wait until index is loaded)
+   */
+  performSearch : function(query) {
+    // create the required interface elements
+    this.out = $('#search-results');
+    this.title = $('<h2>' + _('Searching') + '</h2>').appendTo(this.out);
+    this.dots = $('<span></span>').appendTo(this.title);
+    this.status = $('<p class="search-summary">&nbsp;</p>').appendTo(this.out);
+    this.output = $('<ul class="search"/>').appendTo(this.out);
+
+    $('#search-progress').text(_('Preparing search...'));
+    this.startPulse();
+
+    // index already loaded, the browser was quick!
+    if (this.hasIndex())
+      this.query(query);
+    else
+      this.deferQuery(query);
+  },
+
+  /**
+   * execute search (requires search index to be loaded)
+   */
+  query : function(query) {
+    var i;
+
+    // stem the searchterms and add them to the correct list
+    var stemmer = new Stemmer();
+    var searchterms = [];
+    var excluded = [];
+    var hlterms = [];
+    var tmp = splitQuery(query);
+    var objectterms = [];
+    for (i = 0; i < tmp.length; i++) {
+      if (tmp[i] !== "") {
+          objectterms.push(tmp[i].toLowerCase());
+      }
+
+      if ($u.indexOf(stopwords, tmp[i].toLowerCase()) != -1 || tmp[i] === "") {
+        // skip this "word"
+        continue;
+      }
+      // stem the word
+      var word = stemmer.stemWord(tmp[i].toLowerCase());
+      var toAppend;
+      // select the correct list
+      if (word[0] == '-') {
+        toAppend = excluded;
+        word = word.substr(1);
+      }
+      else {
+        toAppend = searchterms;
+        hlterms.push(tmp[i].toLowerCase());
+      }
+      // only add if not already in the list
+      if (!$u.contains(toAppend, word))
+        toAppend.push(word);
+    }
+    var highlightstring = '?highlight=' + $.urlencode(hlterms.join(" "));
+
+    // console.debug('SEARCH: searching for:');
+    // console.info('required: ', searchterms);
+    // console.info('excluded: ', excluded);
+
+    // prepare search
+    var terms = this._index.terms;
+    var titleterms = this._index.titleterms;
+
+    // array of [filename, title, anchor, descr, score]
+    var results = [];
+    $('#search-progress').empty();
+
+    // lookup as object
+    for (i = 0; i < objectterms.length; i++) {
+      var others = [].concat(objectterms.slice(0, i),
+                             objectterms.slice(i+1, objectterms.length));
+      results = results.concat(this.performObjectSearch(objectterms[i], others));
+    }
+
+    // lookup as search terms in fulltext
+    results = results.concat(this.performTermsSearch(searchterms, excluded, terms, titleterms));
+
+    // let the scorer override scores with a custom scoring function
+    if (Scorer.score) {
+      for (i = 0; i < results.length; i++)
+        results[i][4] = Scorer.score(results[i]);
+    }
+
+    // now sort the results by score (in opposite order of appearance, since the
+    // display function below uses pop() to retrieve items) and then
+    // alphabetically
+    results.sort(function(a, b) {
+      var left = a[4];
+      var right = b[4];
+      if (left > right) {
+        return 1;
+      } else if (left < right) {
+        return -1;
+      } else {
+        // same score: sort alphabetically
+        left = a[1].toLowerCase();
+        right = b[1].toLowerCase();
+        return (left > right) ? -1 : ((left < right) ? 1 : 0);
+      }
+    });
+
+    // for debugging
+    //Search.lastresults = results.slice();  // a copy
+    //console.info('search results:', Search.lastresults);
+
+    // print the results
+    var resultCount = results.length;
+    function displayNextItem() {
+      // results left, load the summary and display it
+      if (results.length) {
+        var item = results.pop();
+        var listItem = $('<li></li>');
+        var requestUrl = "";
+        var linkUrl = "";
+        if (DOCUMENTATION_OPTIONS.BUILDER === 'dirhtml') {
+          // dirhtml builder
+          var dirname = item[0] + '/';
+          if (dirname.match(/\/index\/$/)) {
+            dirname = dirname.substring(0, dirname.length-6);
+          } else if (dirname == 'index/') {
+            dirname = '';
+          }
+          requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + dirname;
+          linkUrl = requestUrl;
+
+        } else {
+          // normal html builders
+          requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + item[0] + DOCUMENTATION_OPTIONS.FILE_SUFFIX;
+          linkUrl = item[0] + DOCUMENTATION_OPTIONS.LINK_SUFFIX;
+        }
+        listItem.append($('<a/>').attr('href',
+            linkUrl +
+            highlightstring + item[2]).html(item[1]));
+        if (item[3]) {
+          listItem.append($('<span> (' + item[3] + ')</span>'));
+          Search.output.append(listItem);
+          setTimeout(function() {
+            displayNextItem();
+          }, 5);
+        } else if (DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY) {
+          $.ajax({url: requestUrl,
+                  dataType: "text",
+                  complete: function(jqxhr, textstatus) {
+                    var data = jqxhr.responseText;
+                    if (data !== '' && data !== undefined) {
+                      var summary = Search.makeSearchSummary(data, searchterms, hlterms);
+                      if (summary) {
+                        listItem.append(summary);
+                      }
+                    }
+                    Search.output.append(listItem);
+                    setTimeout(function() {
+                      displayNextItem();
+                    }, 5);
+                  }});
+        } else {
+          // just display title
+          Search.output.append(listItem);
+          setTimeout(function() {
+            displayNextItem();
+          }, 5);
+        }
+      }
+      // search finished, update title and status message
+      else {
+        Search.stopPulse();
+        Search.title.text(_('Search Results'));
+        if (!resultCount)
+          Search.status.text(_('Your search did not match any documents. Please make sure that all words are spelled correctly and that you\'ve selected enough categories.'));
+        else
+            Search.status.text(_('Search finished, found %s page(s) matching the search query.').replace('%s', resultCount));
+        Search.status.fadeIn(500);
+      }
+    }
+    displayNextItem();
+  },
+
+  /**
+   * search for object names
+   */
+  performObjectSearch : function(object, otherterms) {
+    var filenames = this._index.filenames;
+    var docnames = this._index.docnames;
+    var objects = this._index.objects;
+    var objnames = this._index.objnames;
+    var titles = this._index.titles;
+
+    var i;
+    var results = [];
+
+    for (var prefix in objects) {
+      for (var iMatch = 0; iMatch != objects[prefix].length; ++iMatch) {
+        var match = objects[prefix][iMatch];
+        var name = match[4];
+        var fullname = (prefix ? prefix + '.' : '') + name;
+        var fullnameLower = fullname.toLowerCase()
+        if (fullnameLower.indexOf(object) > -1) {
+          var score = 0;
+          var parts = fullnameLower.split('.');
+          // check for different match types: exact matches of full name or
+          // "last name" (i.e. last dotted part)
+          if (fullnameLower == object || parts[parts.length - 1] == object) {
+            score += Scorer.objNameMatch;
+          // matches in last name
+          } else if (parts[parts.length - 1].indexOf(object) > -1) {
+            score += Scorer.objPartialMatch;
+          }
+          var objname = objnames[match[1]][2];
+          var title = titles[match[0]];
+          // If more than one term searched for, we require other words to be
+          // found in the name/title/description
+          if (otherterms.length > 0) {
+            var haystack = (prefix + ' ' + name + ' ' +
+                            objname + ' ' + title).toLowerCase();
+            var allfound = true;
+            for (i = 0; i < otherterms.length; i++) {
+              if (haystack.indexOf(otherterms[i]) == -1) {
+                allfound = false;
+                break;
+              }
+            }
+            if (!allfound) {
+              continue;
+            }
+          }
+          var descr = objname + _(', in ') + title;
+
+          var anchor = match[3];
+          if (anchor === '')
+            anchor = fullname;
+          else if (anchor == '-')
+            anchor = objnames[match[1]][1] + '-' + fullname;
+          // add custom score for some objects according to scorer
+          if (Scorer.objPrio.hasOwnProperty(match[2])) {
+            score += Scorer.objPrio[match[2]];
+          } else {
+            score += Scorer.objPrioDefault;
+          }
+          results.push([docnames[match[0]], fullname, '#'+anchor, descr, score, filenames[match[0]]]);
+        }
+      }
+    }
+
+    return results;
+  },
+
+  /**
+   * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions
+   */
+  escapeRegExp : function(string) {
+    return string.replace(/[.*+\-?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+  },
+
+  /**
+   * search for full-text terms in the index
+   */
+  performTermsSearch : function(searchterms, excluded, terms, titleterms) {
+    var docnames = this._index.docnames;
+    var filenames = this._index.filenames;
+    var titles = this._index.titles;
+
+    var i, j, file;
+    var fileMap = {};
+    var scoreMap = {};
+    var results = [];
+
+    // perform the search on the required terms
+    for (i = 0; i < searchterms.length; i++) {
+      var word = searchterms[i];
+      var files = [];
+      var _o = [
+        {files: terms[word], score: Scorer.term},
+        {files: titleterms[word], score: Scorer.title}
+      ];
+      // add support for partial matches
+      if (word.length > 2) {
+        var word_regex = this.escapeRegExp(word);
+        for (var w in terms) {
+          if (w.match(word_regex) && !terms[word]) {
+            _o.push({files: terms[w], score: Scorer.partialTerm})
+          }
+        }
+        for (var w in titleterms) {
+          if (w.match(word_regex) && !titleterms[word]) {
+              _o.push({files: titleterms[w], score: Scorer.partialTitle})
+          }
+        }
+      }
+
+      // no match but word was a required one
+      if ($u.every(_o, function(o){return o.files === undefined;})) {
+        break;
+      }
+      // found search word in contents
+      $u.each(_o, function(o) {
+        var _files = o.files;
+        if (_files === undefined)
+          return
+
+        if (_files.length === undefined)
+          _files = [_files];
+        files = files.concat(_files);
+
+        // set score for the word in each file to Scorer.term
+        for (j = 0; j < _files.length; j++) {
+          file = _files[j];
+          if (!(file in scoreMap))
+            scoreMap[file] = {};
+          scoreMap[file][word] = o.score;
+        }
+      });
+
+      // create the mapping
+      for (j = 0; j < files.length; j++) {
+        file = files[j];
+        if (file in fileMap && fileMap[file].indexOf(word) === -1)
+          fileMap[file].push(word);
+        else
+          fileMap[file] = [word];
+      }
+    }
+
+    // now check if the files don't contain excluded terms
+    for (file in fileMap) {
+      var valid = true;
+
+      // check if all requirements are matched
+      var filteredTermCount = // as search terms with length < 3 are discarded: ignore
+        searchterms.filter(function(term){return term.length > 2}).length
+      if (
+        fileMap[file].length != searchterms.length &&
+        fileMap[file].length != filteredTermCount
+      ) continue;
+
+      // ensure that none of the excluded terms is in the search result
+      for (i = 0; i < excluded.length; i++) {
+        if (terms[excluded[i]] == file ||
+            titleterms[excluded[i]] == file ||
+            $u.contains(terms[excluded[i]] || [], file) ||
+            $u.contains(titleterms[excluded[i]] || [], file)) {
+          valid = false;
+          break;
+        }
+      }
+
+      // if we have still a valid result we can add it to the result list
+      if (valid) {
+        // select one (max) score for the file.
+        // for better ranking, we should calculate ranking by using words statistics like basic tf-idf...
+        var score = $u.max($u.map(fileMap[file], function(w){return scoreMap[file][w]}));
+        results.push([docnames[file], titles[file], '', null, score, filenames[file]]);
+      }
+    }
+    return results;
+  },
+
+  /**
+   * helper function to return a node containing the
+   * search summary for a given text. keywords is a list
+   * of stemmed words, hlwords is the list of normal, unstemmed
+   * words. the first one is used to find the occurrence, the
+   * latter for highlighting it.
+   */
+  makeSearchSummary : function(htmlText, keywords, hlwords) {
+    var text = Search.htmlToText(htmlText);
+    if (text == "") {
+      return null;
+    }
+    var textLower = text.toLowerCase();
+    var start = 0;
+    $.each(keywords, function() {
+      var i = textLower.indexOf(this.toLowerCase());
+      if (i > -1)
+        start = i;
+    });
+    start = Math.max(start - 120, 0);
+    var excerpt = ((start > 0) ? '...' : '') +
+      $.trim(text.substr(start, 240)) +
+      ((start + 240 - text.length) ? '...' : '');
+    var rv = $('<p class="context"></p>').text(excerpt);
+    $.each(hlwords, function() {
+      rv = rv.highlightText(this, 'highlighted');
+    });
+    return rv;
+  }
+};
+
+$(document).ready(function() {
+  Search.init();
+});
diff --git a/_static/styles/pydata-sphinx-theme.css b/_static/styles/pydata-sphinx-theme.css
new file mode 100644
index 00000000..cad32211
--- /dev/null
+++ b/_static/styles/pydata-sphinx-theme.css
@@ -0,0 +1,6 @@
+/*!
+ * Bootstrap v4.6.1 (https://getbootstrap.com/)
+ * Copyright 2011-2021 The Bootstrap Authors
+ * Copyright 2011-2021 Twitter, Inc.
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+ */:root{--blue:#007bff;--indigo:#6610f2;--purple:#6f42c1;--pink:#e83e8c;--red:#dc3545;--orange:#fd7e14;--yellow:#ffc107;--green:#28a745;--teal:#20c997;--cyan:#17a2b8;--white:#fff;--gray:#6c757d;--gray-dark:#343a40;--primary:#007bff;--secondary:#6c757d;--success:#28a745;--info:#17a2b8;--warning:#ffc107;--danger:#dc3545;--light:#f8f9fa;--dark:#343a40;--breakpoint-xs:0;--breakpoint-sm:540px;--breakpoint-md:720px;--breakpoint-lg:960px;--breakpoint-xl:1200px;--font-family-sans-serif:-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,"Noto Sans","Liberation Sans",sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji";--font-family-monospace:SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier 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diff --git a/_static/styles/sphinx-book-theme.css b/_static/styles/sphinx-book-theme.css
new file mode 100644
index 00000000..2dbb3598
--- /dev/null
+++ b/_static/styles/sphinx-book-theme.css
@@ -0,0 +1,8 @@
+/*! sphinx-book-theme CSS
+ * BSD 3-Clause License
+ * Copyright (c) 2020, EBP
+ * All rights reserved.
+ *
+ * This follows the 7-1 pattern described here:
+ * https://sass-guidelin.es/#architecture
+ 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diff --git a/_static/styles/theme.css b/_static/styles/theme.css
new file mode 100644
index 00000000..22779d96
--- /dev/null
+++ b/_static/styles/theme.css
@@ -0,0 +1,134 @@
+/* Provided by Sphinx's 'basic' theme, and included in the final set of assets */
+@import "../basic.css";
+
+:root {
+  /*****************************************************************************
+  * Theme config
+  **/
+  --pst-header-height: 60px;
+
+  /*****************************************************************************
+  * Font size
+  **/
+  --pst-font-size-base: 15px; /* base font size - applied at body / html level */
+
+  /* heading font sizes */
+  --pst-font-size-h1: 36px;
+  --pst-font-size-h2: 32px;
+  --pst-font-size-h3: 26px;
+  --pst-font-size-h4: 21px;
+  --pst-font-size-h5: 18px;
+  --pst-font-size-h6: 16px;
+
+  /* smaller then heading font sizes*/
+  --pst-font-size-milli: 12px;
+
+  --pst-sidebar-font-size: 0.9em;
+  --pst-sidebar-caption-font-size: 0.9em;
+
+  /*****************************************************************************
+  * Font family
+  **/
+  /* These are adapted from https://systemfontstack.com/ */
+  --pst-font-family-base-system: -apple-system, BlinkMacSystemFont, Segoe UI,
+    "Helvetica Neue", Arial, sans-serif, Apple Color Emoji, Segoe UI Emoji,
+    Segoe UI Symbol;
+  --pst-font-family-monospace-system: "SFMono-Regular", Menlo, Consolas, Monaco,
+    Liberation Mono, Lucida Console, monospace;
+
+  --pst-font-family-base: var(--pst-font-family-base-system);
+  --pst-font-family-heading: var(--pst-font-family-base);
+  --pst-font-family-monospace: var(--pst-font-family-monospace-system);
+
+  /*****************************************************************************
+  * Color
+  *
+  * Colors are defined in rgb string way, "red, green, blue"
+  **/
+  --pst-color-primary: 19, 6, 84;
+  --pst-color-success: 40, 167, 69;
+  --pst-color-info: 0, 123, 255; /*23, 162, 184;*/
+  --pst-color-warning: 255, 193, 7;
+  --pst-color-danger: 220, 53, 69;
+  --pst-color-text-base: 51, 51, 51;
+
+  --pst-color-h1: var(--pst-color-primary);
+  --pst-color-h2: var(--pst-color-primary);
+  --pst-color-h3: var(--pst-color-text-base);
+  --pst-color-h4: var(--pst-color-text-base);
+  --pst-color-h5: var(--pst-color-text-base);
+  --pst-color-h6: var(--pst-color-text-base);
+  --pst-color-paragraph: var(--pst-color-text-base);
+  --pst-color-link: 0, 91, 129;
+  --pst-color-link-hover: 227, 46, 0;
+  --pst-color-headerlink: 198, 15, 15;
+  --pst-color-headerlink-hover: 255, 255, 255;
+  --pst-color-preformatted-text: 34, 34, 34;
+  --pst-color-preformatted-background: 250, 250, 250;
+  --pst-color-inline-code: 232, 62, 140;
+
+  --pst-color-active-navigation: 19, 6, 84;
+  --pst-color-navbar-link: 77, 77, 77;
+  --pst-color-navbar-link-hover: var(--pst-color-active-navigation);
+  --pst-color-navbar-link-active: var(--pst-color-active-navigation);
+  --pst-color-sidebar-link: 77, 77, 77;
+  --pst-color-sidebar-link-hover: var(--pst-color-active-navigation);
+  --pst-color-sidebar-link-active: var(--pst-color-active-navigation);
+  --pst-color-sidebar-expander-background-hover: 244, 244, 244;
+  --pst-color-sidebar-caption: 77, 77, 77;
+  --pst-color-toc-link: 119, 117, 122;
+  --pst-color-toc-link-hover: var(--pst-color-active-navigation);
+  --pst-color-toc-link-active: var(--pst-color-active-navigation);
+
+  /*****************************************************************************
+  * Icon
+  **/
+
+  /* font awesome icons*/
+  --pst-icon-check-circle: "\f058";
+  --pst-icon-info-circle: "\f05a";
+  --pst-icon-exclamation-triangle: "\f071";
+  --pst-icon-exclamation-circle: "\f06a";
+  --pst-icon-times-circle: "\f057";
+  --pst-icon-lightbulb: "\f0eb";
+
+  /*****************************************************************************
+  * Admonitions
+  **/
+
+  --pst-color-admonition-default: var(--pst-color-info);
+  --pst-color-admonition-note: var(--pst-color-info);
+  --pst-color-admonition-attention: var(--pst-color-warning);
+  --pst-color-admonition-caution: var(--pst-color-warning);
+  --pst-color-admonition-warning: var(--pst-color-warning);
+  --pst-color-admonition-danger: var(--pst-color-danger);
+  --pst-color-admonition-error: var(--pst-color-danger);
+  --pst-color-admonition-hint: var(--pst-color-success);
+  --pst-color-admonition-tip: var(--pst-color-success);
+  --pst-color-admonition-important: var(--pst-color-success);
+
+  --pst-icon-admonition-default: var(--pst-icon-info-circle);
+  --pst-icon-admonition-note: var(--pst-icon-info-circle);
+  --pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);
+  --pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);
+  --pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);
+  --pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);
+  --pst-icon-admonition-error: var(--pst-icon-times-circle);
+  --pst-icon-admonition-hint: var(--pst-icon-lightbulb);
+  --pst-icon-admonition-tip: var(--pst-icon-lightbulb);
+  --pst-icon-admonition-important: var(--pst-icon-exclamation-circle);
+
+  /*****************************************************************************
+  * versionmodified
+  **/
+
+  --pst-color-versionmodified-default: var(--pst-color-info);
+  --pst-color-versionmodified-added: var(--pst-color-success);
+  --pst-color-versionmodified-changed: var(--pst-color-warning);
+  --pst-color-versionmodified-deprecated: var(--pst-color-danger);
+
+  --pst-icon-versionmodified-default: var(--pst-icon-exclamation-circle);
+  --pst-icon-versionmodified-added: var(--pst-icon-exclamation-circle);
+  --pst-icon-versionmodified-changed: var(--pst-icon-exclamation-circle);
+  --pst-icon-versionmodified-deprecated: var(--pst-icon-exclamation-circle);
+}
diff --git a/_static/underscore-1.13.1.js b/_static/underscore-1.13.1.js
new file mode 100644
index 00000000..ffd77af9
--- /dev/null
+++ b/_static/underscore-1.13.1.js
@@ -0,0 +1,2042 @@
+(function (global, factory) {
+  typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() :
+  typeof define === 'function' && define.amd ? define('underscore', factory) :
+  (global = typeof globalThis !== 'undefined' ? globalThis : global || self, (function () {
+    var current = global._;
+    var exports = global._ = factory();
+    exports.noConflict = function () { global._ = current; return exports; };
+  }()));
+}(this, (function () {
+  //     Underscore.js 1.13.1
+  //     https://underscorejs.org
+  //     (c) 2009-2021 Jeremy Ashkenas, Julian Gonggrijp, and DocumentCloud and Investigative Reporters & Editors
+  //     Underscore may be freely distributed under the MIT license.
+
+  // Current version.
+  var VERSION = '1.13.1';
+
+  // Establish the root object, `window` (`self`) in the browser, `global`
+  // on the server, or `this` in some virtual machines. We use `self`
+  // instead of `window` for `WebWorker` support.
+  var root = typeof self == 'object' && self.self === self && self ||
+            typeof global == 'object' && global.global === global && global ||
+            Function('return this')() ||
+            {};
+
+  // Save bytes in the minified (but not gzipped) version:
+  var ArrayProto = Array.prototype, ObjProto = Object.prototype;
+  var SymbolProto = typeof Symbol !== 'undefined' ? Symbol.prototype : null;
+
+  // Create quick reference variables for speed access to core prototypes.
+  var push = ArrayProto.push,
+      slice = ArrayProto.slice,
+      toString = ObjProto.toString,
+      hasOwnProperty = ObjProto.hasOwnProperty;
+
+  // Modern feature detection.
+  var supportsArrayBuffer = typeof ArrayBuffer !== 'undefined',
+      supportsDataView = typeof DataView !== 'undefined';
+
+  // All **ECMAScript 5+** native function implementations that we hope to use
+  // are declared here.
+  var nativeIsArray = Array.isArray,
+      nativeKeys = Object.keys,
+      nativeCreate = Object.create,
+      nativeIsView = supportsArrayBuffer && ArrayBuffer.isView;
+
+  // Create references to these builtin functions because we override them.
+  var _isNaN = isNaN,
+      _isFinite = isFinite;
+
+  // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed.
+  var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString');
+  var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString',
+    'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString'];
+
+  // The largest integer that can be represented exactly.
+  var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1;
+
+  // Some functions take a variable number of arguments, or a few expected
+  // arguments at the beginning and then a variable number of values to operate
+  // on. This helper accumulates all remaining arguments past the function’s
+  // argument length (or an explicit `startIndex`), into an array that becomes
+  // the last argument. Similar to ES6’s "rest parameter".
+  function restArguments(func, startIndex) {
+    startIndex = startIndex == null ? func.length - 1 : +startIndex;
+    return function() {
+      var length = Math.max(arguments.length - startIndex, 0),
+          rest = Array(length),
+          index = 0;
+      for (; index < length; index++) {
+        rest[index] = arguments[index + startIndex];
+      }
+      switch (startIndex) {
+        case 0: return func.call(this, rest);
+        case 1: return func.call(this, arguments[0], rest);
+        case 2: return func.call(this, arguments[0], arguments[1], rest);
+      }
+      var args = Array(startIndex + 1);
+      for (index = 0; index < startIndex; index++) {
+        args[index] = arguments[index];
+      }
+      args[startIndex] = rest;
+      return func.apply(this, args);
+    };
+  }
+
+  // Is a given variable an object?
+  function isObject(obj) {
+    var type = typeof obj;
+    return type === 'function' || type === 'object' && !!obj;
+  }
+
+  // Is a given value equal to null?
+  function isNull(obj) {
+    return obj === null;
+  }
+
+  // Is a given variable undefined?
+  function isUndefined(obj) {
+    return obj === void 0;
+  }
+
+  // Is a given value a boolean?
+  function isBoolean(obj) {
+    return obj === true || obj === false || toString.call(obj) === '[object Boolean]';
+  }
+
+  // Is a given value a DOM element?
+  function isElement(obj) {
+    return !!(obj && obj.nodeType === 1);
+  }
+
+  // Internal function for creating a `toString`-based type tester.
+  function tagTester(name) {
+    var tag = '[object ' + name + ']';
+    return function(obj) {
+      return toString.call(obj) === tag;
+    };
+  }
+
+  var isString = tagTester('String');
+
+  var isNumber = tagTester('Number');
+
+  var isDate = tagTester('Date');
+
+  var isRegExp = tagTester('RegExp');
+
+  var isError = tagTester('Error');
+
+  var isSymbol = tagTester('Symbol');
+
+  var isArrayBuffer = tagTester('ArrayBuffer');
+
+  var isFunction = tagTester('Function');
+
+  // Optimize `isFunction` if appropriate. Work around some `typeof` bugs in old
+  // v8, IE 11 (#1621), Safari 8 (#1929), and PhantomJS (#2236).
+  var nodelist = root.document && root.document.childNodes;
+  if (typeof /./ != 'function' && typeof Int8Array != 'object' && typeof nodelist != 'function') {
+    isFunction = function(obj) {
+      return typeof obj == 'function' || false;
+    };
+  }
+
+  var isFunction$1 = isFunction;
+
+  var hasObjectTag = tagTester('Object');
+
+  // In IE 10 - Edge 13, `DataView` has string tag `'[object Object]'`.
+  // In IE 11, the most common among them, this problem also applies to
+  // `Map`, `WeakMap` and `Set`.
+  var hasStringTagBug = (
+        supportsDataView && hasObjectTag(new DataView(new ArrayBuffer(8)))
+      ),
+      isIE11 = (typeof Map !== 'undefined' && hasObjectTag(new Map));
+
+  var isDataView = tagTester('DataView');
+
+  // In IE 10 - Edge 13, we need a different heuristic
+  // to determine whether an object is a `DataView`.
+  function ie10IsDataView(obj) {
+    return obj != null && isFunction$1(obj.getInt8) && isArrayBuffer(obj.buffer);
+  }
+
+  var isDataView$1 = (hasStringTagBug ? ie10IsDataView : isDataView);
+
+  // Is a given value an array?
+  // Delegates to ECMA5's native `Array.isArray`.
+  var isArray = nativeIsArray || tagTester('Array');
+
+  // Internal function to check whether `key` is an own property name of `obj`.
+  function has$1(obj, key) {
+    return obj != null && hasOwnProperty.call(obj, key);
+  }
+
+  var isArguments = tagTester('Arguments');
+
+  // Define a fallback version of the method in browsers (ahem, IE < 9), where
+  // there isn't any inspectable "Arguments" type.
+  (function() {
+    if (!isArguments(arguments)) {
+      isArguments = function(obj) {
+        return has$1(obj, 'callee');
+      };
+    }
+  }());
+
+  var isArguments$1 = isArguments;
+
+  // Is a given object a finite number?
+  function isFinite$1(obj) {
+    return !isSymbol(obj) && _isFinite(obj) && !isNaN(parseFloat(obj));
+  }
+
+  // Is the given value `NaN`?
+  function isNaN$1(obj) {
+    return isNumber(obj) && _isNaN(obj);
+  }
+
+  // Predicate-generating function. Often useful outside of Underscore.
+  function constant(value) {
+    return function() {
+      return value;
+    };
+  }
+
+  // Common internal logic for `isArrayLike` and `isBufferLike`.
+  function createSizePropertyCheck(getSizeProperty) {
+    return function(collection) {
+      var sizeProperty = getSizeProperty(collection);
+      return typeof sizeProperty == 'number' && sizeProperty >= 0 && sizeProperty <= MAX_ARRAY_INDEX;
+    }
+  }
+
+  // Internal helper to generate a function to obtain property `key` from `obj`.
+  function shallowProperty(key) {
+    return function(obj) {
+      return obj == null ? void 0 : obj[key];
+    };
+  }
+
+  // Internal helper to obtain the `byteLength` property of an object.
+  var getByteLength = shallowProperty('byteLength');
+
+  // Internal helper to determine whether we should spend extensive checks against
+  // `ArrayBuffer` et al.
+  var isBufferLike = createSizePropertyCheck(getByteLength);
+
+  // Is a given value a typed array?
+  var typedArrayPattern = /\[object ((I|Ui)nt(8|16|32)|Float(32|64)|Uint8Clamped|Big(I|Ui)nt64)Array\]/;
+  function isTypedArray(obj) {
+    // `ArrayBuffer.isView` is the most future-proof, so use it when available.
+    // Otherwise, fall back on the above regular expression.
+    return nativeIsView ? (nativeIsView(obj) && !isDataView$1(obj)) :
+                  isBufferLike(obj) && typedArrayPattern.test(toString.call(obj));
+  }
+
+  var isTypedArray$1 = supportsArrayBuffer ? isTypedArray : constant(false);
+
+  // Internal helper to obtain the `length` property of an object.
+  var getLength = shallowProperty('length');
+
+  // Internal helper to create a simple lookup structure.
+  // `collectNonEnumProps` used to depend on `_.contains`, but this led to
+  // circular imports. `emulatedSet` is a one-off solution that only works for
+  // arrays of strings.
+  function emulatedSet(keys) {
+    var hash = {};
+    for (var l = keys.length, i = 0; i < l; ++i) hash[keys[i]] = true;
+    return {
+      contains: function(key) { return hash[key]; },
+      push: function(key) {
+        hash[key] = true;
+        return keys.push(key);
+      }
+    };
+  }
+
+  // Internal helper. Checks `keys` for the presence of keys in IE < 9 that won't
+  // be iterated by `for key in ...` and thus missed. Extends `keys` in place if
+  // needed.
+  function collectNonEnumProps(obj, keys) {
+    keys = emulatedSet(keys);
+    var nonEnumIdx = nonEnumerableProps.length;
+    var constructor = obj.constructor;
+    var proto = isFunction$1(constructor) && constructor.prototype || ObjProto;
+
+    // Constructor is a special case.
+    var prop = 'constructor';
+    if (has$1(obj, prop) && !keys.contains(prop)) keys.push(prop);
+
+    while (nonEnumIdx--) {
+      prop = nonEnumerableProps[nonEnumIdx];
+      if (prop in obj && obj[prop] !== proto[prop] && !keys.contains(prop)) {
+        keys.push(prop);
+      }
+    }
+  }
+
+  // Retrieve the names of an object's own properties.
+  // Delegates to **ECMAScript 5**'s native `Object.keys`.
+  function keys(obj) {
+    if (!isObject(obj)) return [];
+    if (nativeKeys) return nativeKeys(obj);
+    var keys = [];
+    for (var key in obj) if (has$1(obj, key)) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  }
+
+  // Is a given array, string, or object empty?
+  // An "empty" object has no enumerable own-properties.
+  function isEmpty(obj) {
+    if (obj == null) return true;
+    // Skip the more expensive `toString`-based type checks if `obj` has no
+    // `.length`.
+    var length = getLength(obj);
+    if (typeof length == 'number' && (
+      isArray(obj) || isString(obj) || isArguments$1(obj)
+    )) return length === 0;
+    return getLength(keys(obj)) === 0;
+  }
+
+  // Returns whether an object has a given set of `key:value` pairs.
+  function isMatch(object, attrs) {
+    var _keys = keys(attrs), length = _keys.length;
+    if (object == null) return !length;
+    var obj = Object(object);
+    for (var i = 0; i < length; i++) {
+      var key = _keys[i];
+      if (attrs[key] !== obj[key] || !(key in obj)) return false;
+    }
+    return true;
+  }
+
+  // If Underscore is called as a function, it returns a wrapped object that can
+  // be used OO-style. This wrapper holds altered versions of all functions added
+  // through `_.mixin`. Wrapped objects may be chained.
+  function _$1(obj) {
+    if (obj instanceof _$1) return obj;
+    if (!(this instanceof _$1)) return new _$1(obj);
+    this._wrapped = obj;
+  }
+
+  _$1.VERSION = VERSION;
+
+  // Extracts the result from a wrapped and chained object.
+  _$1.prototype.value = function() {
+    return this._wrapped;
+  };
+
+  // Provide unwrapping proxies for some methods used in engine operations
+  // such as arithmetic and JSON stringification.
+  _$1.prototype.valueOf = _$1.prototype.toJSON = _$1.prototype.value;
+
+  _$1.prototype.toString = function() {
+    return String(this._wrapped);
+  };
+
+  // Internal function to wrap or shallow-copy an ArrayBuffer,
+  // typed array or DataView to a new view, reusing the buffer.
+  function toBufferView(bufferSource) {
+    return new Uint8Array(
+      bufferSource.buffer || bufferSource,
+      bufferSource.byteOffset || 0,
+      getByteLength(bufferSource)
+    );
+  }
+
+  // We use this string twice, so give it a name for minification.
+  var tagDataView = '[object DataView]';
+
+  // Internal recursive comparison function for `_.isEqual`.
+  function eq(a, b, aStack, bStack) {
+    // Identical objects are equal. `0 === -0`, but they aren't identical.
+    // See the [Harmony `egal` proposal](https://wiki.ecmascript.org/doku.php?id=harmony:egal).
+    if (a === b) return a !== 0 || 1 / a === 1 / b;
+    // `null` or `undefined` only equal to itself (strict comparison).
+    if (a == null || b == null) return false;
+    // `NaN`s are equivalent, but non-reflexive.
+    if (a !== a) return b !== b;
+    // Exhaust primitive checks
+    var type = typeof a;
+    if (type !== 'function' && type !== 'object' && typeof b != 'object') return false;
+    return deepEq(a, b, aStack, bStack);
+  }
+
+  // Internal recursive comparison function for `_.isEqual`.
+  function deepEq(a, b, aStack, bStack) {
+    // Unwrap any wrapped objects.
+    if (a instanceof _$1) a = a._wrapped;
+    if (b instanceof _$1) b = b._wrapped;
+    // Compare `[[Class]]` names.
+    var className = toString.call(a);
+    if (className !== toString.call(b)) return false;
+    // Work around a bug in IE 10 - Edge 13.
+    if (hasStringTagBug && className == '[object Object]' && isDataView$1(a)) {
+      if (!isDataView$1(b)) return false;
+      className = tagDataView;
+    }
+    switch (className) {
+      // These types are compared by value.
+      case '[object RegExp]':
+        // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i')
+      case '[object String]':
+        // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is
+        // equivalent to `new String("5")`.
+        return '' + a === '' + b;
+      case '[object Number]':
+        // `NaN`s are equivalent, but non-reflexive.
+        // Object(NaN) is equivalent to NaN.
+        if (+a !== +a) return +b !== +b;
+        // An `egal` comparison is performed for other numeric values.
+        return +a === 0 ? 1 / +a === 1 / b : +a === +b;
+      case '[object Date]':
+      case '[object Boolean]':
+        // Coerce dates and booleans to numeric primitive values. Dates are compared by their
+        // millisecond representations. Note that invalid dates with millisecond representations
+        // of `NaN` are not equivalent.
+        return +a === +b;
+      case '[object Symbol]':
+        return SymbolProto.valueOf.call(a) === SymbolProto.valueOf.call(b);
+      case '[object ArrayBuffer]':
+      case tagDataView:
+        // Coerce to typed array so we can fall through.
+        return deepEq(toBufferView(a), toBufferView(b), aStack, bStack);
+    }
+
+    var areArrays = className === '[object Array]';
+    if (!areArrays && isTypedArray$1(a)) {
+        var byteLength = getByteLength(a);
+        if (byteLength !== getByteLength(b)) return false;
+        if (a.buffer === b.buffer && a.byteOffset === b.byteOffset) return true;
+        areArrays = true;
+    }
+    if (!areArrays) {
+      if (typeof a != 'object' || typeof b != 'object') return false;
+
+      // Objects with different constructors are not equivalent, but `Object`s or `Array`s
+      // from different frames are.
+      var aCtor = a.constructor, bCtor = b.constructor;
+      if (aCtor !== bCtor && !(isFunction$1(aCtor) && aCtor instanceof aCtor &&
+                               isFunction$1(bCtor) && bCtor instanceof bCtor)
+                          && ('constructor' in a && 'constructor' in b)) {
+        return false;
+      }
+    }
+    // Assume equality for cyclic structures. The algorithm for detecting cyclic
+    // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`.
+
+    // Initializing stack of traversed objects.
+    // It's done here since we only need them for objects and arrays comparison.
+    aStack = aStack || [];
+    bStack = bStack || [];
+    var length = aStack.length;
+    while (length--) {
+      // Linear search. Performance is inversely proportional to the number of
+      // unique nested structures.
+      if (aStack[length] === a) return bStack[length] === b;
+    }
+
+    // Add the first object to the stack of traversed objects.
+    aStack.push(a);
+    bStack.push(b);
+
+    // Recursively compare objects and arrays.
+    if (areArrays) {
+      // Compare array lengths to determine if a deep comparison is necessary.
+      length = a.length;
+      if (length !== b.length) return false;
+      // Deep compare the contents, ignoring non-numeric properties.
+      while (length--) {
+        if (!eq(a[length], b[length], aStack, bStack)) return false;
+      }
+    } else {
+      // Deep compare objects.
+      var _keys = keys(a), key;
+      length = _keys.length;
+      // Ensure that both objects contain the same number of properties before comparing deep equality.
+      if (keys(b).length !== length) return false;
+      while (length--) {
+        // Deep compare each member
+        key = _keys[length];
+        if (!(has$1(b, key) && eq(a[key], b[key], aStack, bStack))) return false;
+      }
+    }
+    // Remove the first object from the stack of traversed objects.
+    aStack.pop();
+    bStack.pop();
+    return true;
+  }
+
+  // Perform a deep comparison to check if two objects are equal.
+  function isEqual(a, b) {
+    return eq(a, b);
+  }
+
+  // Retrieve all the enumerable property names of an object.
+  function allKeys(obj) {
+    if (!isObject(obj)) return [];
+    var keys = [];
+    for (var key in obj) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  }
+
+  // Since the regular `Object.prototype.toString` type tests don't work for
+  // some types in IE 11, we use a fingerprinting heuristic instead, based
+  // on the methods. It's not great, but it's the best we got.
+  // The fingerprint method lists are defined below.
+  function ie11fingerprint(methods) {
+    var length = getLength(methods);
+    return function(obj) {
+      if (obj == null) return false;
+      // `Map`, `WeakMap` and `Set` have no enumerable keys.
+      var keys = allKeys(obj);
+      if (getLength(keys)) return false;
+      for (var i = 0; i < length; i++) {
+        if (!isFunction$1(obj[methods[i]])) return false;
+      }
+      // If we are testing against `WeakMap`, we need to ensure that
+      // `obj` doesn't have a `forEach` method in order to distinguish
+      // it from a regular `Map`.
+      return methods !== weakMapMethods || !isFunction$1(obj[forEachName]);
+    };
+  }
+
+  // In the interest of compact minification, we write
+  // each string in the fingerprints only once.
+  var forEachName = 'forEach',
+      hasName = 'has',
+      commonInit = ['clear', 'delete'],
+      mapTail = ['get', hasName, 'set'];
+
+  // `Map`, `WeakMap` and `Set` each have slightly different
+  // combinations of the above sublists.
+  var mapMethods = commonInit.concat(forEachName, mapTail),
+      weakMapMethods = commonInit.concat(mapTail),
+      setMethods = ['add'].concat(commonInit, forEachName, hasName);
+
+  var isMap = isIE11 ? ie11fingerprint(mapMethods) : tagTester('Map');
+
+  var isWeakMap = isIE11 ? ie11fingerprint(weakMapMethods) : tagTester('WeakMap');
+
+  var isSet = isIE11 ? ie11fingerprint(setMethods) : tagTester('Set');
+
+  var isWeakSet = tagTester('WeakSet');
+
+  // Retrieve the values of an object's properties.
+  function values(obj) {
+    var _keys = keys(obj);
+    var length = _keys.length;
+    var values = Array(length);
+    for (var i = 0; i < length; i++) {
+      values[i] = obj[_keys[i]];
+    }
+    return values;
+  }
+
+  // Convert an object into a list of `[key, value]` pairs.
+  // The opposite of `_.object` with one argument.
+  function pairs(obj) {
+    var _keys = keys(obj);
+    var length = _keys.length;
+    var pairs = Array(length);
+    for (var i = 0; i < length; i++) {
+      pairs[i] = [_keys[i], obj[_keys[i]]];
+    }
+    return pairs;
+  }
+
+  // Invert the keys and values of an object. The values must be serializable.
+  function invert(obj) {
+    var result = {};
+    var _keys = keys(obj);
+    for (var i = 0, length = _keys.length; i < length; i++) {
+      result[obj[_keys[i]]] = _keys[i];
+    }
+    return result;
+  }
+
+  // Return a sorted list of the function names available on the object.
+  function functions(obj) {
+    var names = [];
+    for (var key in obj) {
+      if (isFunction$1(obj[key])) names.push(key);
+    }
+    return names.sort();
+  }
+
+  // An internal function for creating assigner functions.
+  function createAssigner(keysFunc, defaults) {
+    return function(obj) {
+      var length = arguments.length;
+      if (defaults) obj = Object(obj);
+      if (length < 2 || obj == null) return obj;
+      for (var index = 1; index < length; index++) {
+        var source = arguments[index],
+            keys = keysFunc(source),
+            l = keys.length;
+        for (var i = 0; i < l; i++) {
+          var key = keys[i];
+          if (!defaults || obj[key] === void 0) obj[key] = source[key];
+        }
+      }
+      return obj;
+    };
+  }
+
+  // Extend a given object with all the properties in passed-in object(s).
+  var extend = createAssigner(allKeys);
+
+  // Assigns a given object with all the own properties in the passed-in
+  // object(s).
+  // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign)
+  var extendOwn = createAssigner(keys);
+
+  // Fill in a given object with default properties.
+  var defaults = createAssigner(allKeys, true);
+
+  // Create a naked function reference for surrogate-prototype-swapping.
+  function ctor() {
+    return function(){};
+  }
+
+  // An internal function for creating a new object that inherits from another.
+  function baseCreate(prototype) {
+    if (!isObject(prototype)) return {};
+    if (nativeCreate) return nativeCreate(prototype);
+    var Ctor = ctor();
+    Ctor.prototype = prototype;
+    var result = new Ctor;
+    Ctor.prototype = null;
+    return result;
+  }
+
+  // Creates an object that inherits from the given prototype object.
+  // If additional properties are provided then they will be added to the
+  // created object.
+  function create(prototype, props) {
+    var result = baseCreate(prototype);
+    if (props) extendOwn(result, props);
+    return result;
+  }
+
+  // Create a (shallow-cloned) duplicate of an object.
+  function clone(obj) {
+    if (!isObject(obj)) return obj;
+    return isArray(obj) ? obj.slice() : extend({}, obj);
+  }
+
+  // Invokes `interceptor` with the `obj` and then returns `obj`.
+  // The primary purpose of this method is to "tap into" a method chain, in
+  // order to perform operations on intermediate results within the chain.
+  function tap(obj, interceptor) {
+    interceptor(obj);
+    return obj;
+  }
+
+  // Normalize a (deep) property `path` to array.
+  // Like `_.iteratee`, this function can be customized.
+  function toPath$1(path) {
+    return isArray(path) ? path : [path];
+  }
+  _$1.toPath = toPath$1;
+
+  // Internal wrapper for `_.toPath` to enable minification.
+  // Similar to `cb` for `_.iteratee`.
+  function toPath(path) {
+    return _$1.toPath(path);
+  }
+
+  // Internal function to obtain a nested property in `obj` along `path`.
+  function deepGet(obj, path) {
+    var length = path.length;
+    for (var i = 0; i < length; i++) {
+      if (obj == null) return void 0;
+      obj = obj[path[i]];
+    }
+    return length ? obj : void 0;
+  }
+
+  // Get the value of the (deep) property on `path` from `object`.
+  // If any property in `path` does not exist or if the value is
+  // `undefined`, return `defaultValue` instead.
+  // The `path` is normalized through `_.toPath`.
+  function get(object, path, defaultValue) {
+    var value = deepGet(object, toPath(path));
+    return isUndefined(value) ? defaultValue : value;
+  }
+
+  // Shortcut function for checking if an object has a given property directly on
+  // itself (in other words, not on a prototype). Unlike the internal `has`
+  // function, this public version can also traverse nested properties.
+  function has(obj, path) {
+    path = toPath(path);
+    var length = path.length;
+    for (var i = 0; i < length; i++) {
+      var key = path[i];
+      if (!has$1(obj, key)) return false;
+      obj = obj[key];
+    }
+    return !!length;
+  }
+
+  // Keep the identity function around for default iteratees.
+  function identity(value) {
+    return value;
+  }
+
+  // Returns a predicate for checking whether an object has a given set of
+  // `key:value` pairs.
+  function matcher(attrs) {
+    attrs = extendOwn({}, attrs);
+    return function(obj) {
+      return isMatch(obj, attrs);
+    };
+  }
+
+  // Creates a function that, when passed an object, will traverse that object’s
+  // properties down the given `path`, specified as an array of keys or indices.
+  function property(path) {
+    path = toPath(path);
+    return function(obj) {
+      return deepGet(obj, path);
+    };
+  }
+
+  // Internal function that returns an efficient (for current engines) version
+  // of the passed-in callback, to be repeatedly applied in other Underscore
+  // functions.
+  function optimizeCb(func, context, argCount) {
+    if (context === void 0) return func;
+    switch (argCount == null ? 3 : argCount) {
+      case 1: return function(value) {
+        return func.call(context, value);
+      };
+      // The 2-argument case is omitted because we’re not using it.
+      case 3: return function(value, index, collection) {
+        return func.call(context, value, index, collection);
+      };
+      case 4: return function(accumulator, value, index, collection) {
+        return func.call(context, accumulator, value, index, collection);
+      };
+    }
+    return function() {
+      return func.apply(context, arguments);
+    };
+  }
+
+  // An internal function to generate callbacks that can be applied to each
+  // element in a collection, returning the desired result — either `_.identity`,
+  // an arbitrary callback, a property matcher, or a property accessor.
+  function baseIteratee(value, context, argCount) {
+    if (value == null) return identity;
+    if (isFunction$1(value)) return optimizeCb(value, context, argCount);
+    if (isObject(value) && !isArray(value)) return matcher(value);
+    return property(value);
+  }
+
+  // External wrapper for our callback generator. Users may customize
+  // `_.iteratee` if they want additional predicate/iteratee shorthand styles.
+  // This abstraction hides the internal-only `argCount` argument.
+  function iteratee(value, context) {
+    return baseIteratee(value, context, Infinity);
+  }
+  _$1.iteratee = iteratee;
+
+  // The function we call internally to generate a callback. It invokes
+  // `_.iteratee` if overridden, otherwise `baseIteratee`.
+  function cb(value, context, argCount) {
+    if (_$1.iteratee !== iteratee) return _$1.iteratee(value, context);
+    return baseIteratee(value, context, argCount);
+  }
+
+  // Returns the results of applying the `iteratee` to each element of `obj`.
+  // In contrast to `_.map` it returns an object.
+  function mapObject(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var _keys = keys(obj),
+        length = _keys.length,
+        results = {};
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys[index];
+      results[currentKey] = iteratee(obj[currentKey], currentKey, obj);
+    }
+    return results;
+  }
+
+  // Predicate-generating function. Often useful outside of Underscore.
+  function noop(){}
+
+  // Generates a function for a given object that returns a given property.
+  function propertyOf(obj) {
+    if (obj == null) return noop;
+    return function(path) {
+      return get(obj, path);
+    };
+  }
+
+  // Run a function **n** times.
+  function times(n, iteratee, context) {
+    var accum = Array(Math.max(0, n));
+    iteratee = optimizeCb(iteratee, context, 1);
+    for (var i = 0; i < n; i++) accum[i] = iteratee(i);
+    return accum;
+  }
+
+  // Return a random integer between `min` and `max` (inclusive).
+  function random(min, max) {
+    if (max == null) {
+      max = min;
+      min = 0;
+    }
+    return min + Math.floor(Math.random() * (max - min + 1));
+  }
+
+  // A (possibly faster) way to get the current timestamp as an integer.
+  var now = Date.now || function() {
+    return new Date().getTime();
+  };
+
+  // Internal helper to generate functions for escaping and unescaping strings
+  // to/from HTML interpolation.
+  function createEscaper(map) {
+    var escaper = function(match) {
+      return map[match];
+    };
+    // Regexes for identifying a key that needs to be escaped.
+    var source = '(?:' + keys(map).join('|') + ')';
+    var testRegexp = RegExp(source);
+    var replaceRegexp = RegExp(source, 'g');
+    return function(string) {
+      string = string == null ? '' : '' + string;
+      return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string;
+    };
+  }
+
+  // Internal list of HTML entities for escaping.
+  var escapeMap = {
+    '&': '&amp;',
+    '<': '&lt;',
+    '>': '&gt;',
+    '"': '&quot;',
+    "'": '&#x27;',
+    '`': '&#x60;'
+  };
+
+  // Function for escaping strings to HTML interpolation.
+  var _escape = createEscaper(escapeMap);
+
+  // Internal list of HTML entities for unescaping.
+  var unescapeMap = invert(escapeMap);
+
+  // Function for unescaping strings from HTML interpolation.
+  var _unescape = createEscaper(unescapeMap);
+
+  // By default, Underscore uses ERB-style template delimiters. Change the
+  // following template settings to use alternative delimiters.
+  var templateSettings = _$1.templateSettings = {
+    evaluate: /<%([\s\S]+?)%>/g,
+    interpolate: /<%=([\s\S]+?)%>/g,
+    escape: /<%-([\s\S]+?)%>/g
+  };
+
+  // When customizing `_.templateSettings`, if you don't want to define an
+  // interpolation, evaluation or escaping regex, we need one that is
+  // guaranteed not to match.
+  var noMatch = /(.)^/;
+
+  // Certain characters need to be escaped so that they can be put into a
+  // string literal.
+  var escapes = {
+    "'": "'",
+    '\\': '\\',
+    '\r': 'r',
+    '\n': 'n',
+    '\u2028': 'u2028',
+    '\u2029': 'u2029'
+  };
+
+  var escapeRegExp = /\\|'|\r|\n|\u2028|\u2029/g;
+
+  function escapeChar(match) {
+    return '\\' + escapes[match];
+  }
+
+  // In order to prevent third-party code injection through
+  // `_.templateSettings.variable`, we test it against the following regular
+  // expression. It is intentionally a bit more liberal than just matching valid
+  // identifiers, but still prevents possible loopholes through defaults or
+  // destructuring assignment.
+  var bareIdentifier = /^\s*(\w|\$)+\s*$/;
+
+  // JavaScript micro-templating, similar to John Resig's implementation.
+  // Underscore templating handles arbitrary delimiters, preserves whitespace,
+  // and correctly escapes quotes within interpolated code.
+  // NB: `oldSettings` only exists for backwards compatibility.
+  function template(text, settings, oldSettings) {
+    if (!settings && oldSettings) settings = oldSettings;
+    settings = defaults({}, settings, _$1.templateSettings);
+
+    // Combine delimiters into one regular expression via alternation.
+    var matcher = RegExp([
+      (settings.escape || noMatch).source,
+      (settings.interpolate || noMatch).source,
+      (settings.evaluate || noMatch).source
+    ].join('|') + '|$', 'g');
+
+    // Compile the template source, escaping string literals appropriately.
+    var index = 0;
+    var source = "__p+='";
+    text.replace(matcher, function(match, escape, interpolate, evaluate, offset) {
+      source += text.slice(index, offset).replace(escapeRegExp, escapeChar);
+      index = offset + match.length;
+
+      if (escape) {
+        source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'";
+      } else if (interpolate) {
+        source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'";
+      } else if (evaluate) {
+        source += "';\n" + evaluate + "\n__p+='";
+      }
+
+      // Adobe VMs need the match returned to produce the correct offset.
+      return match;
+    });
+    source += "';\n";
+
+    var argument = settings.variable;
+    if (argument) {
+      // Insure against third-party code injection. (CVE-2021-23358)
+      if (!bareIdentifier.test(argument)) throw new Error(
+        'variable is not a bare identifier: ' + argument
+      );
+    } else {
+      // If a variable is not specified, place data values in local scope.
+      source = 'with(obj||{}){\n' + source + '}\n';
+      argument = 'obj';
+    }
+
+    source = "var __t,__p='',__j=Array.prototype.join," +
+      "print=function(){__p+=__j.call(arguments,'');};\n" +
+      source + 'return __p;\n';
+
+    var render;
+    try {
+      render = new Function(argument, '_', source);
+    } catch (e) {
+      e.source = source;
+      throw e;
+    }
+
+    var template = function(data) {
+      return render.call(this, data, _$1);
+    };
+
+    // Provide the compiled source as a convenience for precompilation.
+    template.source = 'function(' + argument + '){\n' + source + '}';
+
+    return template;
+  }
+
+  // Traverses the children of `obj` along `path`. If a child is a function, it
+  // is invoked with its parent as context. Returns the value of the final
+  // child, or `fallback` if any child is undefined.
+  function result(obj, path, fallback) {
+    path = toPath(path);
+    var length = path.length;
+    if (!length) {
+      return isFunction$1(fallback) ? fallback.call(obj) : fallback;
+    }
+    for (var i = 0; i < length; i++) {
+      var prop = obj == null ? void 0 : obj[path[i]];
+      if (prop === void 0) {
+        prop = fallback;
+        i = length; // Ensure we don't continue iterating.
+      }
+      obj = isFunction$1(prop) ? prop.call(obj) : prop;
+    }
+    return obj;
+  }
+
+  // Generate a unique integer id (unique within the entire client session).
+  // Useful for temporary DOM ids.
+  var idCounter = 0;
+  function uniqueId(prefix) {
+    var id = ++idCounter + '';
+    return prefix ? prefix + id : id;
+  }
+
+  // Start chaining a wrapped Underscore object.
+  function chain(obj) {
+    var instance = _$1(obj);
+    instance._chain = true;
+    return instance;
+  }
+
+  // Internal function to execute `sourceFunc` bound to `context` with optional
+  // `args`. Determines whether to execute a function as a constructor or as a
+  // normal function.
+  function executeBound(sourceFunc, boundFunc, context, callingContext, args) {
+    if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args);
+    var self = baseCreate(sourceFunc.prototype);
+    var result = sourceFunc.apply(self, args);
+    if (isObject(result)) return result;
+    return self;
+  }
+
+  // Partially apply a function by creating a version that has had some of its
+  // arguments pre-filled, without changing its dynamic `this` context. `_` acts
+  // as a placeholder by default, allowing any combination of arguments to be
+  // pre-filled. Set `_.partial.placeholder` for a custom placeholder argument.
+  var partial = restArguments(function(func, boundArgs) {
+    var placeholder = partial.placeholder;
+    var bound = function() {
+      var position = 0, length = boundArgs.length;
+      var args = Array(length);
+      for (var i = 0; i < length; i++) {
+        args[i] = boundArgs[i] === placeholder ? arguments[position++] : boundArgs[i];
+      }
+      while (position < arguments.length) args.push(arguments[position++]);
+      return executeBound(func, bound, this, this, args);
+    };
+    return bound;
+  });
+
+  partial.placeholder = _$1;
+
+  // Create a function bound to a given object (assigning `this`, and arguments,
+  // optionally).
+  var bind = restArguments(function(func, context, args) {
+    if (!isFunction$1(func)) throw new TypeError('Bind must be called on a function');
+    var bound = restArguments(function(callArgs) {
+      return executeBound(func, bound, context, this, args.concat(callArgs));
+    });
+    return bound;
+  });
+
+  // Internal helper for collection methods to determine whether a collection
+  // should be iterated as an array or as an object.
+  // Related: https://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength
+  // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094
+  var isArrayLike = createSizePropertyCheck(getLength);
+
+  // Internal implementation of a recursive `flatten` function.
+  function flatten$1(input, depth, strict, output) {
+    output = output || [];
+    if (!depth && depth !== 0) {
+      depth = Infinity;
+    } else if (depth <= 0) {
+      return output.concat(input);
+    }
+    var idx = output.length;
+    for (var i = 0, length = getLength(input); i < length; i++) {
+      var value = input[i];
+      if (isArrayLike(value) && (isArray(value) || isArguments$1(value))) {
+        // Flatten current level of array or arguments object.
+        if (depth > 1) {
+          flatten$1(value, depth - 1, strict, output);
+          idx = output.length;
+        } else {
+          var j = 0, len = value.length;
+          while (j < len) output[idx++] = value[j++];
+        }
+      } else if (!strict) {
+        output[idx++] = value;
+      }
+    }
+    return output;
+  }
+
+  // Bind a number of an object's methods to that object. Remaining arguments
+  // are the method names to be bound. Useful for ensuring that all callbacks
+  // defined on an object belong to it.
+  var bindAll = restArguments(function(obj, keys) {
+    keys = flatten$1(keys, false, false);
+    var index = keys.length;
+    if (index < 1) throw new Error('bindAll must be passed function names');
+    while (index--) {
+      var key = keys[index];
+      obj[key] = bind(obj[key], obj);
+    }
+    return obj;
+  });
+
+  // Memoize an expensive function by storing its results.
+  function memoize(func, hasher) {
+    var memoize = function(key) {
+      var cache = memoize.cache;
+      var address = '' + (hasher ? hasher.apply(this, arguments) : key);
+      if (!has$1(cache, address)) cache[address] = func.apply(this, arguments);
+      return cache[address];
+    };
+    memoize.cache = {};
+    return memoize;
+  }
+
+  // Delays a function for the given number of milliseconds, and then calls
+  // it with the arguments supplied.
+  var delay = restArguments(function(func, wait, args) {
+    return setTimeout(function() {
+      return func.apply(null, args);
+    }, wait);
+  });
+
+  // Defers a function, scheduling it to run after the current call stack has
+  // cleared.
+  var defer = partial(delay, _$1, 1);
+
+  // Returns a function, that, when invoked, will only be triggered at most once
+  // during a given window of time. Normally, the throttled function will run
+  // as much as it can, without ever going more than once per `wait` duration;
+  // but if you'd like to disable the execution on the leading edge, pass
+  // `{leading: false}`. To disable execution on the trailing edge, ditto.
+  function throttle(func, wait, options) {
+    var timeout, context, args, result;
+    var previous = 0;
+    if (!options) options = {};
+
+    var later = function() {
+      previous = options.leading === false ? 0 : now();
+      timeout = null;
+      result = func.apply(context, args);
+      if (!timeout) context = args = null;
+    };
+
+    var throttled = function() {
+      var _now = now();
+      if (!previous && options.leading === false) previous = _now;
+      var remaining = wait - (_now - previous);
+      context = this;
+      args = arguments;
+      if (remaining <= 0 || remaining > wait) {
+        if (timeout) {
+          clearTimeout(timeout);
+          timeout = null;
+        }
+        previous = _now;
+        result = func.apply(context, args);
+        if (!timeout) context = args = null;
+      } else if (!timeout && options.trailing !== false) {
+        timeout = setTimeout(later, remaining);
+      }
+      return result;
+    };
+
+    throttled.cancel = function() {
+      clearTimeout(timeout);
+      previous = 0;
+      timeout = context = args = null;
+    };
+
+    return throttled;
+  }
+
+  // When a sequence of calls of the returned function ends, the argument
+  // function is triggered. The end of a sequence is defined by the `wait`
+  // parameter. If `immediate` is passed, the argument function will be
+  // triggered at the beginning of the sequence instead of at the end.
+  function debounce(func, wait, immediate) {
+    var timeout, previous, args, result, context;
+
+    var later = function() {
+      var passed = now() - previous;
+      if (wait > passed) {
+        timeout = setTimeout(later, wait - passed);
+      } else {
+        timeout = null;
+        if (!immediate) result = func.apply(context, args);
+        // This check is needed because `func` can recursively invoke `debounced`.
+        if (!timeout) args = context = null;
+      }
+    };
+
+    var debounced = restArguments(function(_args) {
+      context = this;
+      args = _args;
+      previous = now();
+      if (!timeout) {
+        timeout = setTimeout(later, wait);
+        if (immediate) result = func.apply(context, args);
+      }
+      return result;
+    });
+
+    debounced.cancel = function() {
+      clearTimeout(timeout);
+      timeout = args = context = null;
+    };
+
+    return debounced;
+  }
+
+  // Returns the first function passed as an argument to the second,
+  // allowing you to adjust arguments, run code before and after, and
+  // conditionally execute the original function.
+  function wrap(func, wrapper) {
+    return partial(wrapper, func);
+  }
+
+  // Returns a negated version of the passed-in predicate.
+  function negate(predicate) {
+    return function() {
+      return !predicate.apply(this, arguments);
+    };
+  }
+
+  // Returns a function that is the composition of a list of functions, each
+  // consuming the return value of the function that follows.
+  function compose() {
+    var args = arguments;
+    var start = args.length - 1;
+    return function() {
+      var i = start;
+      var result = args[start].apply(this, arguments);
+      while (i--) result = args[i].call(this, result);
+      return result;
+    };
+  }
+
+  // Returns a function that will only be executed on and after the Nth call.
+  function after(times, func) {
+    return function() {
+      if (--times < 1) {
+        return func.apply(this, arguments);
+      }
+    };
+  }
+
+  // Returns a function that will only be executed up to (but not including) the
+  // Nth call.
+  function before(times, func) {
+    var memo;
+    return function() {
+      if (--times > 0) {
+        memo = func.apply(this, arguments);
+      }
+      if (times <= 1) func = null;
+      return memo;
+    };
+  }
+
+  // Returns a function that will be executed at most one time, no matter how
+  // often you call it. Useful for lazy initialization.
+  var once = partial(before, 2);
+
+  // Returns the first key on an object that passes a truth test.
+  function findKey(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = keys(obj), key;
+    for (var i = 0, length = _keys.length; i < length; i++) {
+      key = _keys[i];
+      if (predicate(obj[key], key, obj)) return key;
+    }
+  }
+
+  // Internal function to generate `_.findIndex` and `_.findLastIndex`.
+  function createPredicateIndexFinder(dir) {
+    return function(array, predicate, context) {
+      predicate = cb(predicate, context);
+      var length = getLength(array);
+      var index = dir > 0 ? 0 : length - 1;
+      for (; index >= 0 && index < length; index += dir) {
+        if (predicate(array[index], index, array)) return index;
+      }
+      return -1;
+    };
+  }
+
+  // Returns the first index on an array-like that passes a truth test.
+  var findIndex = createPredicateIndexFinder(1);
+
+  // Returns the last index on an array-like that passes a truth test.
+  var findLastIndex = createPredicateIndexFinder(-1);
+
+  // Use a comparator function to figure out the smallest index at which
+  // an object should be inserted so as to maintain order. Uses binary search.
+  function sortedIndex(array, obj, iteratee, context) {
+    iteratee = cb(iteratee, context, 1);
+    var value = iteratee(obj);
+    var low = 0, high = getLength(array);
+    while (low < high) {
+      var mid = Math.floor((low + high) / 2);
+      if (iteratee(array[mid]) < value) low = mid + 1; else high = mid;
+    }
+    return low;
+  }
+
+  // Internal function to generate the `_.indexOf` and `_.lastIndexOf` functions.
+  function createIndexFinder(dir, predicateFind, sortedIndex) {
+    return function(array, item, idx) {
+      var i = 0, length = getLength(array);
+      if (typeof idx == 'number') {
+        if (dir > 0) {
+          i = idx >= 0 ? idx : Math.max(idx + length, i);
+        } else {
+          length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1;
+        }
+      } else if (sortedIndex && idx && length) {
+        idx = sortedIndex(array, item);
+        return array[idx] === item ? idx : -1;
+      }
+      if (item !== item) {
+        idx = predicateFind(slice.call(array, i, length), isNaN$1);
+        return idx >= 0 ? idx + i : -1;
+      }
+      for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) {
+        if (array[idx] === item) return idx;
+      }
+      return -1;
+    };
+  }
+
+  // Return the position of the first occurrence of an item in an array,
+  // or -1 if the item is not included in the array.
+  // If the array is large and already in sort order, pass `true`
+  // for **isSorted** to use binary search.
+  var indexOf = createIndexFinder(1, findIndex, sortedIndex);
+
+  // Return the position of the last occurrence of an item in an array,
+  // or -1 if the item is not included in the array.
+  var lastIndexOf = createIndexFinder(-1, findLastIndex);
+
+  // Return the first value which passes a truth test.
+  function find(obj, predicate, context) {
+    var keyFinder = isArrayLike(obj) ? findIndex : findKey;
+    var key = keyFinder(obj, predicate, context);
+    if (key !== void 0 && key !== -1) return obj[key];
+  }
+
+  // Convenience version of a common use case of `_.find`: getting the first
+  // object containing specific `key:value` pairs.
+  function findWhere(obj, attrs) {
+    return find(obj, matcher(attrs));
+  }
+
+  // The cornerstone for collection functions, an `each`
+  // implementation, aka `forEach`.
+  // Handles raw objects in addition to array-likes. Treats all
+  // sparse array-likes as if they were dense.
+  function each(obj, iteratee, context) {
+    iteratee = optimizeCb(iteratee, context);
+    var i, length;
+    if (isArrayLike(obj)) {
+      for (i = 0, length = obj.length; i < length; i++) {
+        iteratee(obj[i], i, obj);
+      }
+    } else {
+      var _keys = keys(obj);
+      for (i = 0, length = _keys.length; i < length; i++) {
+        iteratee(obj[_keys[i]], _keys[i], obj);
+      }
+    }
+    return obj;
+  }
+
+  // Return the results of applying the iteratee to each element.
+  function map(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length,
+        results = Array(length);
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      results[index] = iteratee(obj[currentKey], currentKey, obj);
+    }
+    return results;
+  }
+
+  // Internal helper to create a reducing function, iterating left or right.
+  function createReduce(dir) {
+    // Wrap code that reassigns argument variables in a separate function than
+    // the one that accesses `arguments.length` to avoid a perf hit. (#1991)
+    var reducer = function(obj, iteratee, memo, initial) {
+      var _keys = !isArrayLike(obj) && keys(obj),
+          length = (_keys || obj).length,
+          index = dir > 0 ? 0 : length - 1;
+      if (!initial) {
+        memo = obj[_keys ? _keys[index] : index];
+        index += dir;
+      }
+      for (; index >= 0 && index < length; index += dir) {
+        var currentKey = _keys ? _keys[index] : index;
+        memo = iteratee(memo, obj[currentKey], currentKey, obj);
+      }
+      return memo;
+    };
+
+    return function(obj, iteratee, memo, context) {
+      var initial = arguments.length >= 3;
+      return reducer(obj, optimizeCb(iteratee, context, 4), memo, initial);
+    };
+  }
+
+  // **Reduce** builds up a single result from a list of values, aka `inject`,
+  // or `foldl`.
+  var reduce = createReduce(1);
+
+  // The right-associative version of reduce, also known as `foldr`.
+  var reduceRight = createReduce(-1);
+
+  // Return all the elements that pass a truth test.
+  function filter(obj, predicate, context) {
+    var results = [];
+    predicate = cb(predicate, context);
+    each(obj, function(value, index, list) {
+      if (predicate(value, index, list)) results.push(value);
+    });
+    return results;
+  }
+
+  // Return all the elements for which a truth test fails.
+  function reject(obj, predicate, context) {
+    return filter(obj, negate(cb(predicate)), context);
+  }
+
+  // Determine whether all of the elements pass a truth test.
+  function every(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      if (!predicate(obj[currentKey], currentKey, obj)) return false;
+    }
+    return true;
+  }
+
+  // Determine if at least one element in the object passes a truth test.
+  function some(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var _keys = !isArrayLike(obj) && keys(obj),
+        length = (_keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = _keys ? _keys[index] : index;
+      if (predicate(obj[currentKey], currentKey, obj)) return true;
+    }
+    return false;
+  }
+
+  // Determine if the array or object contains a given item (using `===`).
+  function contains(obj, item, fromIndex, guard) {
+    if (!isArrayLike(obj)) obj = values(obj);
+    if (typeof fromIndex != 'number' || guard) fromIndex = 0;
+    return indexOf(obj, item, fromIndex) >= 0;
+  }
+
+  // Invoke a method (with arguments) on every item in a collection.
+  var invoke = restArguments(function(obj, path, args) {
+    var contextPath, func;
+    if (isFunction$1(path)) {
+      func = path;
+    } else {
+      path = toPath(path);
+      contextPath = path.slice(0, -1);
+      path = path[path.length - 1];
+    }
+    return map(obj, function(context) {
+      var method = func;
+      if (!method) {
+        if (contextPath && contextPath.length) {
+          context = deepGet(context, contextPath);
+        }
+        if (context == null) return void 0;
+        method = context[path];
+      }
+      return method == null ? method : method.apply(context, args);
+    });
+  });
+
+  // Convenience version of a common use case of `_.map`: fetching a property.
+  function pluck(obj, key) {
+    return map(obj, property(key));
+  }
+
+  // Convenience version of a common use case of `_.filter`: selecting only
+  // objects containing specific `key:value` pairs.
+  function where(obj, attrs) {
+    return filter(obj, matcher(attrs));
+  }
+
+  // Return the maximum element (or element-based computation).
+  function max(obj, iteratee, context) {
+    var result = -Infinity, lastComputed = -Infinity,
+        value, computed;
+    if (iteratee == null || typeof iteratee == 'number' && typeof obj[0] != 'object' && obj != null) {
+      obj = isArrayLike(obj) ? obj : values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value != null && value > result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      each(obj, function(v, index, list) {
+        computed = iteratee(v, index, list);
+        if (computed > lastComputed || computed === -Infinity && result === -Infinity) {
+          result = v;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  }
+
+  // Return the minimum element (or element-based computation).
+  function min(obj, iteratee, context) {
+    var result = Infinity, lastComputed = Infinity,
+        value, computed;
+    if (iteratee == null || typeof iteratee == 'number' && typeof obj[0] != 'object' && obj != null) {
+      obj = isArrayLike(obj) ? obj : values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value != null && value < result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      each(obj, function(v, index, list) {
+        computed = iteratee(v, index, list);
+        if (computed < lastComputed || computed === Infinity && result === Infinity) {
+          result = v;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  }
+
+  // Sample **n** random values from a collection using the modern version of the
+  // [Fisher-Yates shuffle](https://en.wikipedia.org/wiki/Fisher–Yates_shuffle).
+  // If **n** is not specified, returns a single random element.
+  // The internal `guard` argument allows it to work with `_.map`.
+  function sample(obj, n, guard) {
+    if (n == null || guard) {
+      if (!isArrayLike(obj)) obj = values(obj);
+      return obj[random(obj.length - 1)];
+    }
+    var sample = isArrayLike(obj) ? clone(obj) : values(obj);
+    var length = getLength(sample);
+    n = Math.max(Math.min(n, length), 0);
+    var last = length - 1;
+    for (var index = 0; index < n; index++) {
+      var rand = random(index, last);
+      var temp = sample[index];
+      sample[index] = sample[rand];
+      sample[rand] = temp;
+    }
+    return sample.slice(0, n);
+  }
+
+  // Shuffle a collection.
+  function shuffle(obj) {
+    return sample(obj, Infinity);
+  }
+
+  // Sort the object's values by a criterion produced by an iteratee.
+  function sortBy(obj, iteratee, context) {
+    var index = 0;
+    iteratee = cb(iteratee, context);
+    return pluck(map(obj, function(value, key, list) {
+      return {
+        value: value,
+        index: index++,
+        criteria: iteratee(value, key, list)
+      };
+    }).sort(function(left, right) {
+      var a = left.criteria;
+      var b = right.criteria;
+      if (a !== b) {
+        if (a > b || a === void 0) return 1;
+        if (a < b || b === void 0) return -1;
+      }
+      return left.index - right.index;
+    }), 'value');
+  }
+
+  // An internal function used for aggregate "group by" operations.
+  function group(behavior, partition) {
+    return function(obj, iteratee, context) {
+      var result = partition ? [[], []] : {};
+      iteratee = cb(iteratee, context);
+      each(obj, function(value, index) {
+        var key = iteratee(value, index, obj);
+        behavior(result, value, key);
+      });
+      return result;
+    };
+  }
+
+  // Groups the object's values by a criterion. Pass either a string attribute
+  // to group by, or a function that returns the criterion.
+  var groupBy = group(function(result, value, key) {
+    if (has$1(result, key)) result[key].push(value); else result[key] = [value];
+  });
+
+  // Indexes the object's values by a criterion, similar to `_.groupBy`, but for
+  // when you know that your index values will be unique.
+  var indexBy = group(function(result, value, key) {
+    result[key] = value;
+  });
+
+  // Counts instances of an object that group by a certain criterion. Pass
+  // either a string attribute to count by, or a function that returns the
+  // criterion.
+  var countBy = group(function(result, value, key) {
+    if (has$1(result, key)) result[key]++; else result[key] = 1;
+  });
+
+  // Split a collection into two arrays: one whose elements all pass the given
+  // truth test, and one whose elements all do not pass the truth test.
+  var partition = group(function(result, value, pass) {
+    result[pass ? 0 : 1].push(value);
+  }, true);
+
+  // Safely create a real, live array from anything iterable.
+  var reStrSymbol = /[^\ud800-\udfff]|[\ud800-\udbff][\udc00-\udfff]|[\ud800-\udfff]/g;
+  function toArray(obj) {
+    if (!obj) return [];
+    if (isArray(obj)) return slice.call(obj);
+    if (isString(obj)) {
+      // Keep surrogate pair characters together.
+      return obj.match(reStrSymbol);
+    }
+    if (isArrayLike(obj)) return map(obj, identity);
+    return values(obj);
+  }
+
+  // Return the number of elements in a collection.
+  function size(obj) {
+    if (obj == null) return 0;
+    return isArrayLike(obj) ? obj.length : keys(obj).length;
+  }
+
+  // Internal `_.pick` helper function to determine whether `key` is an enumerable
+  // property name of `obj`.
+  function keyInObj(value, key, obj) {
+    return key in obj;
+  }
+
+  // Return a copy of the object only containing the allowed properties.
+  var pick = restArguments(function(obj, keys) {
+    var result = {}, iteratee = keys[0];
+    if (obj == null) return result;
+    if (isFunction$1(iteratee)) {
+      if (keys.length > 1) iteratee = optimizeCb(iteratee, keys[1]);
+      keys = allKeys(obj);
+    } else {
+      iteratee = keyInObj;
+      keys = flatten$1(keys, false, false);
+      obj = Object(obj);
+    }
+    for (var i = 0, length = keys.length; i < length; i++) {
+      var key = keys[i];
+      var value = obj[key];
+      if (iteratee(value, key, obj)) result[key] = value;
+    }
+    return result;
+  });
+
+  // Return a copy of the object without the disallowed properties.
+  var omit = restArguments(function(obj, keys) {
+    var iteratee = keys[0], context;
+    if (isFunction$1(iteratee)) {
+      iteratee = negate(iteratee);
+      if (keys.length > 1) context = keys[1];
+    } else {
+      keys = map(flatten$1(keys, false, false), String);
+      iteratee = function(value, key) {
+        return !contains(keys, key);
+      };
+    }
+    return pick(obj, iteratee, context);
+  });
+
+  // Returns everything but the last entry of the array. Especially useful on
+  // the arguments object. Passing **n** will return all the values in
+  // the array, excluding the last N.
+  function initial(array, n, guard) {
+    return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n)));
+  }
+
+  // Get the first element of an array. Passing **n** will return the first N
+  // values in the array. The **guard** check allows it to work with `_.map`.
+  function first(array, n, guard) {
+    if (array == null || array.length < 1) return n == null || guard ? void 0 : [];
+    if (n == null || guard) return array[0];
+    return initial(array, array.length - n);
+  }
+
+  // Returns everything but the first entry of the `array`. Especially useful on
+  // the `arguments` object. Passing an **n** will return the rest N values in the
+  // `array`.
+  function rest(array, n, guard) {
+    return slice.call(array, n == null || guard ? 1 : n);
+  }
+
+  // Get the last element of an array. Passing **n** will return the last N
+  // values in the array.
+  function last(array, n, guard) {
+    if (array == null || array.length < 1) return n == null || guard ? void 0 : [];
+    if (n == null || guard) return array[array.length - 1];
+    return rest(array, Math.max(0, array.length - n));
+  }
+
+  // Trim out all falsy values from an array.
+  function compact(array) {
+    return filter(array, Boolean);
+  }
+
+  // Flatten out an array, either recursively (by default), or up to `depth`.
+  // Passing `true` or `false` as `depth` means `1` or `Infinity`, respectively.
+  function flatten(array, depth) {
+    return flatten$1(array, depth, false);
+  }
+
+  // Take the difference between one array and a number of other arrays.
+  // Only the elements present in just the first array will remain.
+  var difference = restArguments(function(array, rest) {
+    rest = flatten$1(rest, true, true);
+    return filter(array, function(value){
+      return !contains(rest, value);
+    });
+  });
+
+  // Return a version of the array that does not contain the specified value(s).
+  var without = restArguments(function(array, otherArrays) {
+    return difference(array, otherArrays);
+  });
+
+  // Produce a duplicate-free version of the array. If the array has already
+  // been sorted, you have the option of using a faster algorithm.
+  // The faster algorithm will not work with an iteratee if the iteratee
+  // is not a one-to-one function, so providing an iteratee will disable
+  // the faster algorithm.
+  function uniq(array, isSorted, iteratee, context) {
+    if (!isBoolean(isSorted)) {
+      context = iteratee;
+      iteratee = isSorted;
+      isSorted = false;
+    }
+    if (iteratee != null) iteratee = cb(iteratee, context);
+    var result = [];
+    var seen = [];
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var value = array[i],
+          computed = iteratee ? iteratee(value, i, array) : value;
+      if (isSorted && !iteratee) {
+        if (!i || seen !== computed) result.push(value);
+        seen = computed;
+      } else if (iteratee) {
+        if (!contains(seen, computed)) {
+          seen.push(computed);
+          result.push(value);
+        }
+      } else if (!contains(result, value)) {
+        result.push(value);
+      }
+    }
+    return result;
+  }
+
+  // Produce an array that contains the union: each distinct element from all of
+  // the passed-in arrays.
+  var union = restArguments(function(arrays) {
+    return uniq(flatten$1(arrays, true, true));
+  });
+
+  // Produce an array that contains every item shared between all the
+  // passed-in arrays.
+  function intersection(array) {
+    var result = [];
+    var argsLength = arguments.length;
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var item = array[i];
+      if (contains(result, item)) continue;
+      var j;
+      for (j = 1; j < argsLength; j++) {
+        if (!contains(arguments[j], item)) break;
+      }
+      if (j === argsLength) result.push(item);
+    }
+    return result;
+  }
+
+  // Complement of zip. Unzip accepts an array of arrays and groups
+  // each array's elements on shared indices.
+  function unzip(array) {
+    var length = array && max(array, getLength).length || 0;
+    var result = Array(length);
+
+    for (var index = 0; index < length; index++) {
+      result[index] = pluck(array, index);
+    }
+    return result;
+  }
+
+  // Zip together multiple lists into a single array -- elements that share
+  // an index go together.
+  var zip = restArguments(unzip);
+
+  // Converts lists into objects. Pass either a single array of `[key, value]`
+  // pairs, or two parallel arrays of the same length -- one of keys, and one of
+  // the corresponding values. Passing by pairs is the reverse of `_.pairs`.
+  function object(list, values) {
+    var result = {};
+    for (var i = 0, length = getLength(list); i < length; i++) {
+      if (values) {
+        result[list[i]] = values[i];
+      } else {
+        result[list[i][0]] = list[i][1];
+      }
+    }
+    return result;
+  }
+
+  // Generate an integer Array containing an arithmetic progression. A port of
+  // the native Python `range()` function. See
+  // [the Python documentation](https://docs.python.org/library/functions.html#range).
+  function range(start, stop, step) {
+    if (stop == null) {
+      stop = start || 0;
+      start = 0;
+    }
+    if (!step) {
+      step = stop < start ? -1 : 1;
+    }
+
+    var length = Math.max(Math.ceil((stop - start) / step), 0);
+    var range = Array(length);
+
+    for (var idx = 0; idx < length; idx++, start += step) {
+      range[idx] = start;
+    }
+
+    return range;
+  }
+
+  // Chunk a single array into multiple arrays, each containing `count` or fewer
+  // items.
+  function chunk(array, count) {
+    if (count == null || count < 1) return [];
+    var result = [];
+    var i = 0, length = array.length;
+    while (i < length) {
+      result.push(slice.call(array, i, i += count));
+    }
+    return result;
+  }
+
+  // Helper function to continue chaining intermediate results.
+  function chainResult(instance, obj) {
+    return instance._chain ? _$1(obj).chain() : obj;
+  }
+
+  // Add your own custom functions to the Underscore object.
+  function mixin(obj) {
+    each(functions(obj), function(name) {
+      var func = _$1[name] = obj[name];
+      _$1.prototype[name] = function() {
+        var args = [this._wrapped];
+        push.apply(args, arguments);
+        return chainResult(this, func.apply(_$1, args));
+      };
+    });
+    return _$1;
+  }
+
+  // Add all mutator `Array` functions to the wrapper.
+  each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) {
+    var method = ArrayProto[name];
+    _$1.prototype[name] = function() {
+      var obj = this._wrapped;
+      if (obj != null) {
+        method.apply(obj, arguments);
+        if ((name === 'shift' || name === 'splice') && obj.length === 0) {
+          delete obj[0];
+        }
+      }
+      return chainResult(this, obj);
+    };
+  });
+
+  // Add all accessor `Array` functions to the wrapper.
+  each(['concat', 'join', 'slice'], function(name) {
+    var method = ArrayProto[name];
+    _$1.prototype[name] = function() {
+      var obj = this._wrapped;
+      if (obj != null) obj = method.apply(obj, arguments);
+      return chainResult(this, obj);
+    };
+  });
+
+  // Named Exports
+
+  var allExports = {
+    __proto__: null,
+    VERSION: VERSION,
+    restArguments: restArguments,
+    isObject: isObject,
+    isNull: isNull,
+    isUndefined: isUndefined,
+    isBoolean: isBoolean,
+    isElement: isElement,
+    isString: isString,
+    isNumber: isNumber,
+    isDate: isDate,
+    isRegExp: isRegExp,
+    isError: isError,
+    isSymbol: isSymbol,
+    isArrayBuffer: isArrayBuffer,
+    isDataView: isDataView$1,
+    isArray: isArray,
+    isFunction: isFunction$1,
+    isArguments: isArguments$1,
+    isFinite: isFinite$1,
+    isNaN: isNaN$1,
+    isTypedArray: isTypedArray$1,
+    isEmpty: isEmpty,
+    isMatch: isMatch,
+    isEqual: isEqual,
+    isMap: isMap,
+    isWeakMap: isWeakMap,
+    isSet: isSet,
+    isWeakSet: isWeakSet,
+    keys: keys,
+    allKeys: allKeys,
+    values: values,
+    pairs: pairs,
+    invert: invert,
+    functions: functions,
+    methods: functions,
+    extend: extend,
+    extendOwn: extendOwn,
+    assign: extendOwn,
+    defaults: defaults,
+    create: create,
+    clone: clone,
+    tap: tap,
+    get: get,
+    has: has,
+    mapObject: mapObject,
+    identity: identity,
+    constant: constant,
+    noop: noop,
+    toPath: toPath$1,
+    property: property,
+    propertyOf: propertyOf,
+    matcher: matcher,
+    matches: matcher,
+    times: times,
+    random: random,
+    now: now,
+    escape: _escape,
+    unescape: _unescape,
+    templateSettings: templateSettings,
+    template: template,
+    result: result,
+    uniqueId: uniqueId,
+    chain: chain,
+    iteratee: iteratee,
+    partial: partial,
+    bind: bind,
+    bindAll: bindAll,
+    memoize: memoize,
+    delay: delay,
+    defer: defer,
+    throttle: throttle,
+    debounce: debounce,
+    wrap: wrap,
+    negate: negate,
+    compose: compose,
+    after: after,
+    before: before,
+    once: once,
+    findKey: findKey,
+    findIndex: findIndex,
+    findLastIndex: findLastIndex,
+    sortedIndex: sortedIndex,
+    indexOf: indexOf,
+    lastIndexOf: lastIndexOf,
+    find: find,
+    detect: find,
+    findWhere: findWhere,
+    each: each,
+    forEach: each,
+    map: map,
+    collect: map,
+    reduce: reduce,
+    foldl: reduce,
+    inject: reduce,
+    reduceRight: reduceRight,
+    foldr: reduceRight,
+    filter: filter,
+    select: filter,
+    reject: reject,
+    every: every,
+    all: every,
+    some: some,
+    any: some,
+    contains: contains,
+    includes: contains,
+    include: contains,
+    invoke: invoke,
+    pluck: pluck,
+    where: where,
+    max: max,
+    min: min,
+    shuffle: shuffle,
+    sample: sample,
+    sortBy: sortBy,
+    groupBy: groupBy,
+    indexBy: indexBy,
+    countBy: countBy,
+    partition: partition,
+    toArray: toArray,
+    size: size,
+    pick: pick,
+    omit: omit,
+    first: first,
+    head: first,
+    take: first,
+    initial: initial,
+    last: last,
+    rest: rest,
+    tail: rest,
+    drop: rest,
+    compact: compact,
+    flatten: flatten,
+    without: without,
+    uniq: uniq,
+    unique: uniq,
+    union: union,
+    intersection: intersection,
+    difference: difference,
+    unzip: unzip,
+    transpose: unzip,
+    zip: zip,
+    object: object,
+    range: range,
+    chunk: chunk,
+    mixin: mixin,
+    'default': _$1
+  };
+
+  // Default Export
+
+  // Add all of the Underscore functions to the wrapper object.
+  var _ = mixin(allExports);
+  // Legacy Node.js API.
+  _._ = _;
+
+  return _;
+
+})));
+//# sourceMappingURL=underscore-umd.js.map
diff --git a/_static/underscore.js b/_static/underscore.js
new file mode 100644
index 00000000..cf177d42
--- /dev/null
+++ b/_static/underscore.js
@@ -0,0 +1,6 @@
+!function(n,r){"object"==typeof exports&&"undefined"!=typeof module?module.exports=r():"function"==typeof define&&define.amd?define("underscore",r):(n="undefined"!=typeof globalThis?globalThis:n||self,function(){var t=n._,e=n._=r();e.noConflict=function(){return n._=t,e}}())}(this,(function(){
+//     Underscore.js 1.13.1
+//     https://underscorejs.org
+//     (c) 2009-2021 Jeremy Ashkenas, Julian Gonggrijp, and DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
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diff --git a/_static/vendor/fontawesome/5.13.0/LICENSE.txt b/_static/vendor/fontawesome/5.13.0/LICENSE.txt
new file mode 100644
index 00000000..f31bef92
--- /dev/null
+++ b/_static/vendor/fontawesome/5.13.0/LICENSE.txt
@@ -0,0 +1,34 @@
+Font Awesome Free License
+-------------------------
+
+Font Awesome Free is free, open source, and GPL friendly. You can use it for
+commercial projects, open source projects, or really almost whatever you want.
+Full Font Awesome Free license: https://fontawesome.com/license/free.
+
+# Icons: CC BY 4.0 License (https://creativecommons.org/licenses/by/4.0/)
+In the Font Awesome Free download, the CC BY 4.0 license applies to all icons
+packaged as SVG and JS file types.
+
+# Fonts: SIL OFL 1.1 License (https://scripts.sil.org/OFL)
+In the Font Awesome Free download, the SIL OFL license applies to all icons
+packaged as web and desktop font files.
+
+# Code: MIT License (https://opensource.org/licenses/MIT)
+In the Font Awesome Free download, the MIT license applies to all non-font and
+non-icon files.
+
+# Attribution
+Attribution is required by MIT, SIL OFL, and CC BY licenses. Downloaded Font
+Awesome Free files already contain embedded comments with sufficient
+attribution, so you shouldn't need to do anything additional when using these
+files normally.
+
+We've kept attribution comments terse, so we ask that you do not actively work
+to remove them from files, especially code. They're a great way for folks to
+learn about Font Awesome.
+
+# Brand Icons
+All brand icons are trademarks of their respective owners. The use of these
+trademarks does not indicate endorsement of the trademark holder by Font
+Awesome, nor vice versa. **Please do not use brand logos for any purpose except
+to represent the company, product, or service to which they refer.**
diff --git a/_static/vendor/fontawesome/5.13.0/css/all.min.css b/_static/vendor/fontawesome/5.13.0/css/all.min.css
new file mode 100644
index 00000000..3d28ab20
--- /dev/null
+++ b/_static/vendor/fontawesome/5.13.0/css/all.min.css
@@ -0,0 +1,5 @@
+/*!
+ * Font Awesome Free 5.13.0 by @fontawesome - https://fontawesome.com
+ * License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License)
+ */
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new file mode 100644
index 00000000..7742838b
--- /dev/null
+++ b/_static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.svg
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+Font Awesome Free 5.13.0 by @fontawesome - https://fontawesome.com
+License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License)
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+ By Robert Madole
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diff --git a/_static/webpack-macros.html b/_static/webpack-macros.html
new file mode 100644
index 00000000..b51c16ef
--- /dev/null
+++ b/_static/webpack-macros.html
@@ -0,0 +1,29 @@
+<!--
+  AUTO-GENERATED from webpack.config.js, do **NOT** edit by hand.
+  These are re-used in layout.html
+-->
+{# Load FontAwesome icons #}
+{% macro head_pre_icons() %}
+  <link rel="stylesheet"
+    href="{{ pathto('_static/vendor/fontawesome/5.13.0/css/all.min.css', 1) }}">
+  <link rel="preload" as="font" type="font/woff2" crossorigin
+    href="{{ pathto('_static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.woff2', 1) }}">
+  <link rel="preload" as="font" type="font/woff2" crossorigin
+    href="{{ pathto('_static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.woff2', 1) }}">
+{% endmacro %}
+
+{% macro head_pre_assets() %}
+  <!-- Loaded before other Sphinx assets -->
+  <link href="{{ pathto('_static/styles/theme.css', 1) }}?digest=1999514e3f237ded88cf" rel="stylesheet">
+<link href="{{ pathto('_static/styles/pydata-sphinx-theme.css', 1) }}?digest=1999514e3f237ded88cf" rel="stylesheet">
+{% endmacro %}
+
+{% macro head_js_preload() %}
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=1999514e3f237ded88cf">
+{% endmacro %}
+
+{% macro body_post() %}
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=1999514e3f237ded88cf"></script>
+{% endmacro %}
\ No newline at end of file
diff --git a/changelog.html b/changelog.html
new file mode 100644
index 00000000..69526685
--- /dev/null
+++ b/changelog.html
@@ -0,0 +1,994 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+
+    <title>Change Log &#8212; WOMBAT v0.8.1</title>
+    
+  <!-- Loaded before other Sphinx assets -->
+  <link href="_static/styles/theme.css?digest=1999514e3f237ded88cf" rel="stylesheet">
+<link href="_static/styles/pydata-sphinx-theme.css?digest=1999514e3f237ded88cf" rel="stylesheet">
+
+    
+  <link rel="stylesheet"
+    href="_static/vendor/fontawesome/5.13.0/css/all.min.css">
+  <link rel="preload" as="font" type="font/woff2" crossorigin
+    href="_static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.woff2">
+  <link rel="preload" as="font" type="font/woff2" crossorigin
+    href="_static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.woff2">
+
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
+    <link rel="stylesheet" href="_static/styles/sphinx-book-theme.css?digest=5115cc725059bd94278eecd172e13a965bf8f5a9" type="text/css" />
+    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=1999514e3f237ded88cf">
+
+    <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
+    <script src="_static/jquery.js"></script>
+    <script src="_static/underscore.js"></script>
+    <script src="_static/doctools.js"></script>
+    <script src="_static/scripts/sphinx-book-theme.js?digest=9c920249402e914e316237a7dbc6769907cce411"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+    <link rel="prev" title="Data Classes" href="API/types.html" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="docsearch:language" content="None">
+    
+
+    <!-- Google Analytics -->
+    
+  </head>
+  <body data-spy="scroll" data-target="#bd-toc-nav" data-offset="60">
+<!-- Checkboxes to toggle the left sidebar -->
+<input type="checkbox" class="sidebar-toggle" name="__navigation" id="__navigation" aria-label="Toggle navigation sidebar">
+<label class="overlay overlay-navbar" for="__navigation">
+    <div class="visually-hidden">Toggle navigation sidebar</div>
+</label>
+<!-- Checkboxes to toggle the in-page toc -->
+<input type="checkbox" class="sidebar-toggle" name="__page-toc" id="__page-toc" aria-label="Toggle in-page Table of Contents">
+<label class="overlay overlay-pagetoc" for="__page-toc">
+    <div class="visually-hidden">Toggle in-page Table of Contents</div>
+</label>
+<!-- Headers at the top -->
+<div class="announcement header-item noprint"></div>
+<div class="header header-item noprint"></div>
+
+    
+    <div class="container-fluid" id="banner"></div>
+
+    
+
+    <div class="container-xl">
+      <div class="row">
+          
+<!-- Sidebar -->
+<div class="bd-sidebar noprint" id="site-navigation">
+    <div class="bd-sidebar__content">
+        <div class="bd-sidebar__top"><div class="navbar-brand-box">
+    <a class="navbar-brand text-wrap" href="index.html">
+      
+      
+      
+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
+      
+    </a>
+</div><form class="bd-search d-flex align-items-center" action="search.html" method="get">
+  <i class="icon fas fa-search"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" >
+</form><nav class="bd-links" id="bd-docs-nav" aria-label="Main">
+    <div class="bd-toc-item active">
+        
+        <ul class="nav bd-sidenav bd-sidenav__home-link">
+            <li class="toctree-l1">
+                <a class="reference internal" href="index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="install.html">
+   Installation
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="presentations.html">
+   Presentations and Publications
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="team.html">
+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
+</p>
+<ul class="current nav bd-sidenav">
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="examples/index.html">
+   Reference
+  </a>
+  <input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/>
+  <label for="toctree-checkbox-1">
+   <i class="fas fa-chevron-down">
+   </i>
+  </label>
+  <ul>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/how_to.html">
+     How To Use WOMBAT
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/strategy_demonstration.html">
+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/examples_reference.html">
+     Examples Reference
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="API/index.html">
+   WOMBAT API
+  </a>
+  <input class="toctree-checkbox" id="toctree-checkbox-2" name="toctree-checkbox-2" type="checkbox"/>
+  <label for="toctree-checkbox-2">
+   <i class="fas fa-chevron-down">
+   </i>
+  </label>
+  <ul>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/simulation_api.html">
+     Simulation API
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/simulation.html">
+     Simulation Tools and Methodology
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/types.html">
+     Data Classes
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1 current active">
+  <a class="current reference internal" href="#">
+   Change Log
+  </a>
+ </li>
+</ul>
+
+    </div>
+</nav></div>
+        <div class="bd-sidebar__bottom">
+             <!-- To handle the deprecated key -->
+            
+            <div class="navbar_extra_footer">
+            Theme by the <a href="https://ebp.jupyterbook.org">Executable Book Project</a>
+            </div>
+            
+        </div>
+    </div>
+    <div id="rtd-footer-container"></div>
+</div>
+
+
+          
+
+
+          
+<!-- A tiny helper pixel to detect if we've scrolled -->
+<div class="sbt-scroll-pixel-helper"></div>
+<!-- Main content -->
+<div class="col py-0 content-container">
+    
+    <div class="header-article row sticky-top noprint">
+        
+
+
+
+<div class="col py-1 d-flex header-article-main">
+    <div class="header-article__left">
+        
+        <label for="__navigation"
+  class="headerbtn"
+  data-toggle="tooltip"
+data-placement="right"
+title="Toggle navigation"
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fas fa-bars"></i>
+  </span>
+
+</label>
+
+        
+    </div>
+    <div class="header-article__right">
+<button onclick="toggleFullScreen()"
+  class="headerbtn"
+  data-toggle="tooltip"
+data-placement="bottom"
+title="Fullscreen mode"
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fas fa-expand"></i>
+  </span>
+
+</button>
+
+<div class="menu-dropdown menu-dropdown-repository-buttons">
+  <button class="headerbtn menu-dropdown__trigger"
+      aria-label="Source repositories">
+      <i class="fab fa-github"></i>
+  </button>
+  <div class="menu-dropdown__content">
+    <ul>
+      <li>
+        <a href="https://github.com/WISDEM/WOMBAT"
+   class="headerbtn"
+   data-toggle="tooltip"
+data-placement="left"
+title="Source repository"
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fab fa-github"></i>
+  </span>
+<span class="headerbtn__text-container">repository</span>
+</a>
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+<div class="col-md-3 bd-toc show noprint">
+    <div class="tocsection onthispage pt-5 pb-3">
+        <i class="fas fa-list"></i> Contents
+    </div>
+    <nav id="bd-toc-nav" aria-label="Page">
+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-8-1-28-august-2023">
+   v0.8.1 (28 August 2023)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-8-0-16-august-2023">
+   v0.8.0 (16 August 2023)
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#bug-fixes">
+     Bug Fixes
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#features">
+     Features
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#general">
+     General
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-7-1-4-may-2023">
+   v0.7.1 (4 May 2023)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-7-0-3-may-2023">
+   v0.7.0 (3 May 2023)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-6-2-3-february-2023">
+   v0.6.2 (3 February 2023)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-6-1-31-january-2023">
+   v0.6.1 (31 January 2023)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-6-0-10-january-2023">
+   v0.6.0 (10 January 2023)
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#new-and-updated-features">
+     New and Updated Features
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#general-improvements">
+     General Improvements
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#july-2022">
+   0.5.1 (22 July 2022)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#june-2022">
+   0.5.0 (30 June 2022)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#march-8">
+   0.4.1 (2022-March-8)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#february-4">
+   0.4.0 (2022-February-4)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#december-9">
+   0.3.5 (2021-December-9)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#march-2">
+   0.3.1 (2021-March-2)
+  </a>
+ </li>
+</ul>
+
+    </nav>
+</div>
+    </div>
+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
+            <div id="jb-print-docs-body" class="onlyprint">
+                <h1>Change Log</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-8-1-28-august-2023">
+   v0.8.1 (28 August 2023)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-8-0-16-august-2023">
+   v0.8.0 (16 August 2023)
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#bug-fixes">
+     Bug Fixes
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#features">
+     Features
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#general">
+     General
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-7-1-4-may-2023">
+   v0.7.1 (4 May 2023)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-7-0-3-may-2023">
+   v0.7.0 (3 May 2023)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-6-2-3-february-2023">
+   v0.6.2 (3 February 2023)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-6-1-31-january-2023">
+   v0.6.1 (31 January 2023)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-6-0-10-january-2023">
+   v0.6.0 (10 January 2023)
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#new-and-updated-features">
+     New and Updated Features
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#general-improvements">
+     General Improvements
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#july-2022">
+   0.5.1 (22 July 2022)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#june-2022">
+   0.5.0 (30 June 2022)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#march-8">
+   0.4.1 (2022-March-8)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#february-4">
+   0.4.0 (2022-February-4)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#december-9">
+   0.3.5 (2021-December-9)
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#march-2">
+   0.3.1 (2021-March-2)
+  </a>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="change-log">
+<h1>Change Log<a class="headerlink" href="#change-log" title="Permalink to this headline">#</a></h1>
+<section id="v0-8-1-28-august-2023">
+<h2>v0.8.1 (28 August 2023)<a class="headerlink" href="#v0-8-1-28-august-2023" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Fixes a bug where servicing equipment waiting for the next operational period at the end of a simulation get stuck in an infinite loop because the timeout is set for just prior to the end of the simulation, and not just after the end of the simulation’s maximum run time.</p></li>
+</ul>
+</section>
+<section id="v0-8-0-16-august-2023">
+<h2>v0.8.0 (16 August 2023)<a class="headerlink" href="#v0-8-0-16-august-2023" title="Permalink to this headline">#</a></h2>
+<section id="bug-fixes">
+<h3>Bug Fixes<a class="headerlink" href="#bug-fixes" title="Permalink to this headline">#</a></h3>
+<ul class="simple">
+<li><p>Most of the <code class="docutils literal notranslate"><span class="pre">#</span> <span class="pre">type:</span> <span class="pre">ignore</span></code> comments have been removed or the past errors have been resolved</p></li>
+<li><p>Failure and maintenance logic in the <code class="docutils literal notranslate"><span class="pre">Cable</span></code> and <code class="docutils literal notranslate"><span class="pre">Subassembly</span></code> models have been wrapped in <code class="docutils literal notranslate"><span class="pre">if</span></code>/<code class="docutils literal notranslate"><span class="pre">else</span></code> blocks to ensure previously unreachable code still can’t be reached under limited conditions</p></li>
+<li><p>Fixes a bug in where the mobilization duration is logged. Previously, the mobilization duration was logged upon completion, but now is logged while during the actual mobilizing, with costs still being logged upon completion.</p></li>
+<li><p>Fixes an uncommon error where repairs are made twice causing the simulation to fail. This was caused by a control mismatch in the unscheduled repair process, and was fixed by better tracking and controlling when a repair moves from “pending” (submitted), to “processing” (handed off to the servicing equipment for repair or to the port for a tow-to-port repair cycle), to “completed” (the repair is registered as complete). Additionally, the servicing equipment no longer relies on receiving the first repair from the repair manager on dispatch, and follows the same <code class="docutils literal notranslate"><span class="pre">get_next_request()</span></code> logic that will occur following the initial dispatch and repair.</p></li>
+<li><p>Fixes an error where a repair has <code class="docutils literal notranslate"><span class="pre">replacement=True</span></code> and <code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code> &lt; 1 both resets the <code class="docutils literal notranslate"><span class="pre">operating_level</span></code> back to 1 and readjusts for the <code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code>, which can cause <code class="docutils literal notranslate"><span class="pre">operating_level</span></code> &gt; 100%</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.crew_transfer()</span></code> uses a while loop in place of an <code class="docutils literal notranslate"><span class="pre">if</span></code> with recursion strategy to handle unsafe transfer conditions to continuously wait until the next shift’s available window.</p></li>
+</ul>
+</section>
+<section id="features">
+<h3>Features<a class="headerlink" href="#features" title="Permalink to this headline">#</a></h3>
+<ul class="simple">
+<li><p>Adds a <code class="docutils literal notranslate"><span class="pre">non_stop_shift</span></code> attribute to <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code>, <code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData</span></code>, <code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData</span></code>, and <code class="docutils literal notranslate"><span class="pre">PortConfig</span></code> that is set in the post-initialization hook or through <code class="docutils literal notranslate"><span class="pre">DateLimitsMixin._set_environment_shift()</span></code> to ensure it is updated appropriately. Additionally, all checks for a 24 hour shift now check for the <code class="docutils literal notranslate"><span class="pre">non_stop_shift</span></code> attribute.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.emissions()</span></code> has been added to the list of available metrics to calculate the emissions from idling at port or sea, tranisiting, and maneuvering. Co-authored by and inspired by analysis work from &#64;hemezz.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Simulation</span></code> now accepts a <code class="docutils literal notranslate"><span class="pre">random_seed</span></code> or <code class="docutils literal notranslate"><span class="pre">random_generator</span></code> variable to seed the random number generators for Weibull failure timeouts and wait timing between event completions. Setting the <code class="docutils literal notranslate"><span class="pre">random_seed</span></code> to the same value from one simulation to the next will net the same results between different simulations, whereas the <code class="docutils literal notranslate"><span class="pre">random_generator</span></code> can be used to use the same generator for a batch of simulations.</p></li>
+</ul>
+</section>
+<section id="general">
+<h3>General<a class="headerlink" href="#general" title="Permalink to this headline">#</a></h3>
+<ul class="simple">
+<li><p>All <code class="docutils literal notranslate"><span class="pre">assert</span></code> statements are now only called when type checking is performed</p></li>
+<li><p>Replaces all <code class="docutils literal notranslate"><span class="pre">.get(lamda</span> <span class="pre">x:</span> <span class="pre">x</span> <span class="pre">==</span> <span class="pre">request)</span></code> with a 10x faster <code class="docutils literal notranslate"><span class="pre">.get(lambda</span> <span class="pre">x:</span> <span class="pre">x</span> <span class="pre">is</span> <span class="pre">request)</span></code> to more efficiently filter out the desired event to be removed from the repair manager and port repair manangement.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.weather</span></code> is now a Polars DataFrame to improve efficiency and indexing bottlenecks introduced in Pandas 2.0.</p></li>
+<li><p>All subassembly cable files are read in once, and stored in a dictionary to provide a modest speed up for the simulation initialization.</p></li>
+</ul>
+</section>
+</section>
+<section id="v0-7-1-4-may-2023">
+<h2>v0.7.1 (4 May 2023)<a class="headerlink" href="#v0-7-1-4-may-2023" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Features</p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.process_times()</span></code> now includes the time_to_start, representing the time between when a request is submitted, and when the repairs officially start.</p></li>
+<li><p>Expand the acceptable date formats for the weather profiles to allow for year-first.</p></li>
+</ul>
+</li>
+</ul>
+</section>
+<section id="v0-7-0-3-may-2023">
+<h2>v0.7.0 (3 May 2023)<a class="headerlink" href="#v0-7-0-3-may-2023" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Replace Flake8 and Pylint in the pre-commit workflow with ruff, and fix/ignore the resulting errors as appropriate</p></li>
+<li><p>Features:</p>
+<ul>
+<li><p>Weather data now has the ability to contain more than just the required “windspeed” and “waveheight” columns. This will allow for easier expansion of the weather model in the future, and increase compatibility with other NREL techno economic modeling frameworks.</p></li>
+</ul>
+</li>
+<li><p>Bug fixes:</p>
+<ul>
+<li><p>Maintenance and failure simulation process interruptions were occuring prior to starting the process timing, and causing simulation failures.</p></li>
+<li><p>Duplicated parameters were being processed in <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action</span></code> stemming from improper handling of varying parameters in some of the more complex control flow logic in <em>in situ</em> repairs.</p></li>
+<li><p>Another edge case of negative delays during crew transfers where there is insufficient time remaining in the shift after account for weather, so the method was called recursively, but not exiting the original loop.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Port</span></code> managment of <em>in situ</em> and tow-to-port capable tugboats wasn’t properly accounting for tugboats of varying capabilities, and assuming all tugboats could do both. The vessel management and repair processing were out of sync causing duplicated turbine servicing/towing.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">RepairManager</span></code> has consolidated the dispatching of servicing equipment to be the following categories instead of the previously complex logic:</p>
+<ul>
+<li><p>If a request is a tow-to-port category, have the port initiate the process</p></li>
+<li><p>If the dispatching thresholds are met, then have the port initiate a repair for port-based servicing equipment, otherwise the repair manager will dispatch the appropriate servicing equipment.</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.weather_delay()</span></code> no longer silently processes a second weather delay.</p></li>
+<li><p>Intra-site travel is now correctly logging the distance and duration of traveling between systems at the site by moving the location setting logic out of <code class="docutils literal notranslate"><span class="pre">crew_transfer</span></code> method and being entirely maintained within, or next to, the <code class="docutils literal notranslate"><span class="pre">travel</span></code> method of <code class="docutils literal notranslate"><span class="pre">ServiceEquipment</span></code>.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">RepairManager</span></code> now properly waits to dispatch servicing equipment until they are no longer under service from another servicing equipment unit.</p></li>
+<li><p>Servicing equipment are no longer simultaneously dispatched from both the <code class="docutils literal notranslate"><span class="pre">Port</span></code> and <code class="docutils literal notranslate"><span class="pre">RepairManager</span></code> causing simulations to potentially error out when the <code class="docutils literal notranslate"><span class="pre">System.servicing</span></code> or <code class="docutils literal notranslate"><span class="pre">Cable.servicing</span></code> statuses are overridden by the second-in-line servicing equipment. This was resolved by the port waiting for the turbine, a tugboat, and a spot at port to become available, then immediately halting the turbine, and starting the tow-in logic.</p></li>
+<li><p>Missing <code class="docutils literal notranslate"><span class="pre">ServiceEquipment.dispatched</span></code> status updates have been amended, so no matter the operation, a piece of servicing equipment should be set to <code class="docutils literal notranslate"><span class="pre">dispatched</span> <span class="pre">=</span> <span class="pre">True</span></code> until the crew is back and repair is completed.</p></li>
+<li><p>To avoid multiple dispatches to a single turbine, cable, or substation, or multiple dispatches of a single vessel/onsite equipment, a random timeout between 0 and 30 seconds (in simulation time) is processed, then a status double-checking occurs.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.process_times()</span></code> now includes the “N” column to indicate the number of processes that fall into each category.</p></li>
+</ul>
+</li>
+</ul>
+</section>
+<section id="v0-6-2-3-february-2023">
+<h2>v0.6.2 (3 February 2023)<a class="headerlink" href="#v0-6-2-3-february-2023" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Warnings from Pandas <code class="docutils literal notranslate"><span class="pre">.groupby()</span></code> calls have been silenced by shifting the column filtering to before the groupby method call.</p></li>
+<li><p>Fixed the towing to port logging message, and subsequent <code class="docutils literal notranslate"><span class="pre">Metrics.number_of_tows()</span></code> search criteria to correctly calculate the number of tows in each direction.</p></li>
+<li><p>Fixes a bug in the crew transfer logic where the travel time back to port is longer than the weather delay itself, and a negative time delay is incorrectly attempted to be processed.</p></li>
+</ul>
+</section>
+<section id="v0-6-1-31-january-2023">
+<h2>v0.6.1 (31 January 2023)<a class="headerlink" href="#v0-6-1-31-january-2023" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>A hot fix for the code comparison data not being found when installing from PyPI, which was caused by missing <code class="docutils literal notranslate"><span class="pre">__init__.py</span></code> files in the reconfigured library structure.</p></li>
+</ul>
+</section>
+<section id="v0-6-0-10-january-2023">
+<h2>v0.6.0 (10 January 2023)<a class="headerlink" href="#v0-6-0-10-january-2023" title="Permalink to this headline">#</a></h2>
+<p>In v0.6, due to a series of bug fixes, logic improvements, and feature additions (all described below), users can expect mild to significant shifts in their results. These shifts, while startling, move WOMBAT towards more accurate results now that servicing equipment can’t be dispatched multiple times in a row, statuses can’t be reset without failure. Additionally, in our validation cases this has led to an average speedup of 71%, or 3.5x faster run times.</p>
+<section id="new-and-updated-features">
+<h3>New and Updated Features<a class="headerlink" href="#new-and-updated-features" title="Permalink to this headline">#</a></h3>
+<ul>
+<li><p>Environmental and logistics considerations via prohibited operations periods and speed reduction periods.</p>
+<ul class="simple">
+<li><p>All periods can be set for each servicing equipment, or across the board when set at the environment level</p></li>
+<li><p>For ports, the same logic applies where the environment can set the port variables and the port can set its associated tugboats’ variables</p></li>
+<li><p>When a setting is defined in multiple locations, the more conservative restriction is applied</p></li>
+<li><p>Variables <code class="docutils literal notranslate"><span class="pre">non_operational_start</span></code>, <code class="docutils literal notranslate"><span class="pre">non_operational_end</span></code> create the annualized period where operations are prohibited, resulting in the creation of the array <code class="docutils literal notranslate"><span class="pre">non_operational_dates</span></code> and set <code class="docutils literal notranslate"><span class="pre">non_operational_dates_set</span></code>.</p></li>
+<li><p>Variables <code class="docutils literal notranslate"><span class="pre">reduced_speed_start</span></code>, <code class="docutils literal notranslate"><span class="pre">reduced_speed_end</span></code> create the annualized period where the maximum speed, <code class="docutils literal notranslate"><span class="pre">reduced_speed</span></code>, for all operations is imposed, resulting in the creation of the array <code class="docutils literal notranslate"><span class="pre">reduced_speed_dates</span></code> and set <code class="docutils literal notranslate"><span class="pre">reduced_speed_dates_set</span></code>.</p></li>
+</ul>
+</li>
+<li><p>Export Cables</p>
+<ul class="simple">
+<li><p>Models the export cabling system as a single cable between the substation and the interconnection point or as a connection between multiple subsations. for multiple connected substations, the model assumes they are independent systems.</p></li>
+<li><p>Adds support for “type” in the wind farm layout CSV file, which should be filled with either “substation” or “turbine”. This column supports multi-substation farms so that accurate plots and connections can be made. For instance, multiple connected substatation, can now be accurately rendered and modeled in the farm.</p></li>
+<li><p>Adds support for “upstream_cable_name” in the wind farm layout CSV file, to provide an individualized name to a cable in place of using the name field in the cable settings file for all similar cables.</p></li>
+</ul>
+</li>
+<li><p>New library structure that mirrors ORBIT (see below diagram)! In v0.7, the orignal library structure will be officially deprecated in favor of the below, and during the v0.6 lifecycle a warning will be raised to instruct users where to place and structure folders going forward.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>&lt;library&gt;
+  ├── project
+    ├── config       &lt;- Project-level configuration files
+    ├── port         &lt;- Port configuration files
+    ├── plant        &lt;- Wind farm layout files
+  ├── cables         &lt;- Export and Array cable configuration files
+  ├── substructures  &lt;- Substructure configuration files
+  ├── turbines       &lt;- Turbine configuration and power curve files
+  ├── vessels        &lt;- Land-based and offshore servicing equipment configuration files
+  ├── weather        &lt;- Weather profiles
+  ├── results        &lt;- The analysis log files and any saved output data
+</pre></div>
+</div>
+<ul class="simple">
+<li><p>Adds <code class="docutils literal notranslate"><span class="pre">create_library_structure</span></code> to <code class="docutils literal notranslate"><span class="pre">wombat.core.library</span></code> so that users can create the appropriate folder structure for a new project without having to manually create each and every folder.</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Maintenance.operation_reduction</span></code> has been enabled to better resemble the effect of unaddressed maintenance.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Failure</span></code> now has a boolean flag for <code class="docutils literal notranslate"><span class="pre">replacement</span></code> to indicate if a replacement is required, which allows for operational shutdowns without necessitating a full replacement of the subassembly. Additionally, this flag enables a replacement event for non-shutdown failures.</p></li>
+</ul>
+</section>
+<section id="general-improvements">
+<h3>General Improvements<a class="headerlink" href="#general-improvements" title="Permalink to this headline">#</a></h3>
+<ul class="simple">
+<li><p>Bump Python versioning requirements to 3.8+</p></li>
+<li><p>Add PyArrow dependency for fasting save/load processes for CSV reading and writing</p></li>
+<li><p>Convert boolean operational statuses for <code class="docutils literal notranslate"><span class="pre">System</span></code>, <code class="docutils literal notranslate"><span class="pre">Subassembly</span></code>, <code class="docutils literal notranslate"><span class="pre">Cable</span></code>, and <code class="docutils literal notranslate"><span class="pre">ServiceEquipment</span></code> to SimPy events for more efficient processing and accurate delays for restarting</p></li>
+<li><p>Fix numerous bugs in the repair logic introduced by the use of boolean checks and status switches, which also improve simulation performance. These issues were primarily caused by erroneously resetting the status, but with the new event setting and <code class="docutils literal notranslate"><span class="pre">.succeed()</span></code> logic to clear an operation, the previously incorrect resetting is much harder to do.</p></li>
+<li><p>Continue to improve the performance of low-level simulation operations to realize further improvements in memory usage and simulation performance</p></li>
+<li><p>Logging is now based on directly writing to CSV in place of the <code class="docutils literal notranslate"><span class="pre">logging</span></code>-based infrastructure</p>
+<ul>
+<li><p>All underlying infrastructure withing the simulation have also been updated to accommodate the different file types, which allows for more direct interation at the end of the simulation and enables PyArrow csv read/write</p></li>
+<li><p>This enables:</p>
+<ul>
+<li><p>deprecation warnings to be passed directly to the terminal/notebook without interfering with the file handling</p></li>
+<li><p>reasonable speedups to simulation times by not having additional overhead from the logging and buffering</p></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.process_times()</span></code> has been converted to efficient pandas code for fast computation.</p></li>
+<li><p>The Metrics example usage documentation page has been rewritten and reformatted to provide more helpful information to users</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics</span></code> methods now accurately account for the effect of substation oeprating reductions on upstream turbines so that each substation’s subgraph multiplies the turbine operating capacity by the subastation operating capacity.</p></li>
+<li><p>Fixes a bug in the <code class="docutils literal notranslate"><span class="pre">RepairManager.get_next_highest_severity_request()</span></code> where requests aren’t processed in first in, first out order with a serverity level priority.</p></li>
+<li><p>Remove duplicated logic in the the <code class="docutils literal notranslate"><span class="pre">Subassembly</span></code> and <code class="docutils literal notranslate"><span class="pre">Cable</span></code> maintenance and failure modeling ensuring that repetitive logic is identical between scenarios.</p></li>
+</ul>
+</section>
+</section>
+<section id="july-2022">
+<h2>0.5.1 (22 July 2022)<a class="headerlink" href="#july-2022" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Updates to use the most recent pandas API/recommendations, which fixes numerous warnings in the <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> class</p></li>
+<li><p>Fixes inconsistency in returning floats vs <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code>s in the  <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> class</p></li>
+<li><p>Updates the examples to work with the returned <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> values, and adds warnings about the change in usage</p></li>
+<li><p>Updates the documenation configuration to be compatible with the latest sphinx book theme API usage</p></li>
+<li><p>Adds a potential fix to an occasional issue where the logging files can’t be deleted using <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.cleanup_log_files()</span></code> because the file is still considered to be in use</p></li>
+</ul>
+</section>
+<section id="june-2022">
+<h2>0.5.0 (30 June 2022)<a class="headerlink" href="#june-2022" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Adds capabilities: “TOW” and “AHV” for tugboat/towing equipment and anchor-handling vessels</p></li>
+<li><p>Adds a tow-to-port strategy that is activated for repairs with the “TOW” capability in the servicing</p></li>
+<li><p>Adds a <code class="docutils literal notranslate"><span class="pre">Port</span></code> class to handle the tow-to-port class and tugboat-based service requests</p></li>
+<li><p>Allows for any name to define the subassemblies of a turbine or substation to enable users to use the naming conventions they are most familiar with or most meaningful for their own work</p></li>
+<li><p>Minor bug fixes in the <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> class to improve stability, improve code reuse, and documentation\</p></li>
+<li><p>Adds nearly all documentation udpates from PR #39 as a result of an internal code review, but makes the changes in the source files that generate the example notebooks, so is not a direct merge</p></li>
+<li><p>Adds an annual fee to <code class="docutils literal notranslate"><span class="pre">PortConfig.annual_fee</span></code> that gets applied monthly, though is not included in any metrics as of yet.</p></li>
+<li><p>Adds <code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData.tow_speed</span></code> to differentiate between towing speeds and traveling speeds required between port and site, and implements the towing speed application appropriately</p></li>
+<li><p>Adds a <code class="docutils literal notranslate"><span class="pre">location</span></code> flag to the events logging infrastructure and implements its usage across the simulation architecture</p></li>
+<li><p>Creates the metric <code class="docutils literal notranslate"><span class="pre">Metrics.number_of_tows</span></code> to track the number of tows and provides breakdowns as needed</p></li>
+<li><p>Creates the metric <code class="docutils literal notranslate"><span class="pre">Metrics.vessel_crew_hours_at_sea</span></code> to track the number of vessel or crew hours at sea</p></li>
+<li><p>Creates the metric <code class="docutils literal notranslate"><span class="pre">Metrics.port_fees</span></code> to calculate any port fees associated with a project</p></li>
+<li><p>Creates the metric <code class="docutils literal notranslate"><span class="pre">Metrics.opex</span></code> to calculate a project’s operational expenditures</p></li>
+<li><p>Creates the metric <code class="docutils literal notranslate"><span class="pre">Metrics.NPV</span></code> to calculate a project’s net present value</p></li>
+<li><p>Modifies <code class="docutils literal notranslate"><span class="pre">Metrics.project_fixed_costs</span></code> to have more time resolutions to align with the OpEx calculation options</p></li>
+<li><p>Fixes some results formatting inconsistencies in the <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> class</p></li>
+</ul>
+</section>
+<section id="march-8">
+<h2>0.4.1 (2022-March-8)<a class="headerlink" href="#march-8" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Adds code diagrams to demonstrate how the various components connect</p></li>
+<li><p>Updates the documentation to be better in line with the current state of the software</p></li>
+<li><p>Fixes a bug that allowed the x_metrics_inputs.yaml file to persist after the cleanup method is called.</p></li>
+<li><p>Updates the provided library content structure to account for future updates</p></li>
+</ul>
+</section>
+<section id="february-4">
+<h2>0.4.0 (2022-February-4)<a class="headerlink" href="#february-4" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Testing now included!</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">pathlib.Path</span></code> is used in place of <code class="docutils literal notranslate"><span class="pre">os</span></code> throughout for easier to read file manuevering.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">attrs.define</span></code> and <code class="docutils literal notranslate"><span class="pre">attrs.field</span></code> have been adopted in place of <code class="docutils literal notranslate"><span class="pre">attr.s</span></code> and <code class="docutils literal notranslate"><span class="pre">attr.ib</span></code>, respectively.</p></li>
+<li><p>typing style is updated for future python type annotations as, e.g., <code class="docutils literal notranslate"><span class="pre">Union[List[str],</span> <span class="pre">str]</span></code> -&gt;
+<code class="docutils literal notranslate"><span class="pre">list[str]</span> <span class="pre">|</span> <span class="pre">str</span></code>.</p></li>
+<li><p>Unused imports have been further cleaned up.</p></li>
+<li><p>Better caching of commonly computed values for faster simulations</p></li>
+<li><p>Simulation metrics are now able to be saved for later reloading and use.</p></li>
+<li><p>Minor documentation updates, mostly in the examples section for changed API usage.</p></li>
+<li><p>Validation cases have been re-run for the most up-to-date version.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.System</span></code> no longer requires every subassembly model to be
+defined for increased flexibility and ease of definition of turbine simulations</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.utilities.hours_until_future_hour()</span></code> correctly moves to the expected hour in the future,
+regardless of the number of days that are added.</p></li>
+<li><p>The IEA Task 26 validation cabling vessel was renamed from “cabling.yaml” to “cabling_scheduled.yaml”
+for consistent naming conventions.</p></li>
+<li><p>Improved error messages throughout.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.simulation_api.Simulation</span></code> no longer accepts <code class="docutils literal notranslate"><span class="pre">name</span></code> as an input, and reads it
+directly from the configuration.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.simulation_api.Simulation.run</span></code> now has a <code class="docutils literal notranslate"><span class="pre">create_metrics</span></code> flag that defaults to <code class="docutils literal notranslate"><span class="pre">True</span></code>
+to indicate if the metrics suite should be created, so that <code class="docutils literal notranslate"><span class="pre">False</span></code> can be used if numerous
+analyses will be run and post-processed after the fact.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.simulation_api.Simulation.save_metrics_inputs</span></code> added to allow for saving
+the elements required to recreate a <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> object at a later point in time.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.workday_start</span></code> and
+<code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.workday_end</span></code> are better validated for edge cases.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment._weather_setup</span></code> validates the start and end points
+against the provided weather profile and against each other to ensure they are valid boundaries.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.cleanup_log_files</span></code> will only try to delete files that actually
+exist to avoid unexpected simulation failures at the last step.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.date_ix</span></code> accepts <code class="docutils literal notranslate"><span class="pre">datetime.datetime</span></code> and <code class="docutils literal notranslate"><span class="pre">datetime.date</span></code> inputs to
+avoid unnecesary errors or manipulations in a simulation.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.log_action</span></code> now only accepts numeric inputs for
+<code class="docutils literal notranslate"><span class="pre">system_ol</span></code> and <code class="docutils literal notranslate"><span class="pre">part_ol</span></code>.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.weather_forecast</span></code> now rounds the starting time down to
+include the current hour, which fixes a bug in some edge cases where a crew transfer at the end
+of the shift gets stuck and has to wait until the next shift despite ample time to transfer.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.is_workshift</span></code> correctly accounts for around the clock
+shifts.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.data_classes.annual_date_range</span></code> now uses <code class="docutils literal notranslate"><span class="pre">numpy.hstack</span></code> to construct 1-D
+multiple year date ranges to ensure there is no nesting of data.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.repair_management.RepairManager.submit_request</span></code> will only attempt to deploy servicing
+equipment for strategies that have been initialized to reduce unnecessarily running code.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.repair_management.RepairManager.get_request_by_turbine</span></code> was renamed to
+<code class="docutils literal notranslate"><span class="pre">wombat.core.repair_management.RepairManager.get_request_by_system</span></code> to explicitly include substations.
+to remove repeated calculations and checks.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.repair_management.RepairManager.get_request_by_severity</span></code> request checking was optimized
+to remove repeated calculations and checks.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.repair_management.RepairManager.purge_subassembly_requests</span></code> no longer prematurely exits
+the loop to purge unnecessary requests from the logs in case of a replacement being required.
+Additionally, an <code class="docutils literal notranslate"><span class="pre">exclude</span></code> parameter has been added for niche use cases where all but a couple
+of requests will need to be removed.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment</span></code> has more attributes for tracking its location
+throughout a simulation.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window</span></code> now rounds
+float inputs up to the nearest whole number to ensure the proper length window is retreived.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window</span></code> uses <code class="docutils literal notranslate"><span class="pre">math.ceil</span></code>
+in place of <code class="docutils literal notranslate"><span class="pre">np.ceil().astype(int)</span></code> for strictly python data types in computation.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.travel</span></code> consistently resets the location attributes
+when moving between site and port to fix bugs in the end location.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.crew_transfer</span></code> now indicates when the crew is
+actually being transferred, and updates the equipment’s location post-transfer. Additionally, the
+travel time in delays is now accounted for, so the actually elapsed time is accounted for in
+processing weather delays. A bug in processing weather delays is fixed and uses the correct <code class="docutils literal notranslate"><span class="pre">SimPy</span></code>
+timeout call so that the simulation does not get stuck due to improper calling.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.process_repair</span></code> adds a safety window to account
+for the crew having enough time to safely transfer back to the equipment. This logic is likely
+not entirely fixed, but is sufficiently fixed for the time being.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.process_repair</span></code>:</p>
+<ul>
+<li><p>fixes a bug in the hours to process calculation by reconfiguring the control flow for both
+simplicity and accuracy.</p></li>
+<li><p>Additionally, the equipment will travel back to port if the workshift is over, so the equipment
+does not skip steps the repair logic.</p></li>
+<li><p>Weather delays will also not be processed if the actual repair is finished, and will be moved to
+the crew transfer step.</p></li>
+<li><p>The hours required vs hours available is reset for equipment that have around the clock shifts,
+so the timing is not arbitrarily capped, which also reduces the number of steps in the simulation.</p></li>
+<li><p>The workshift indicator check now accounts for the equipment’s specific workshift settings, and
+not the environment’s to ensure the proper operating parameters are used.</p></li>
+<li><p>The control flow for if there isn’t enough time to perform teh repair is updated to accurately
+account for when and where the equipment needs to travel</p></li>
+<li><p>Cables are no longer retrieved through system and causing an error when processing their repairs.</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment._calculate_intra_site_time</span></code> now accounts for a
+speed of 0 km/hr so that function will not error out when there is a travel distance, but no speed.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.run_scheduled</span></code> now sets the <code class="docutils literal notranslate"><span class="pre">onsite</span></code> variable
+for equipment that are always on site for more consistent handling of the onsite attribute.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period</span></code> now resets
+the equipment’s location attributes so its location can’t incorrectly persist from the last step.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly</span></code> correctly
+retrieves the cable information for upstream cables to be reset.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.service_equipment_utilization</span></code> has a new methodolgy that uses the
+acual number of days in operation instead of a backwards computation that consistently and
+accurately accounts for the days where the servicing equipment is in operation. Additionally, the
+filtering is updated to match the filter for total days, which also improves accuracy of results.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.from_simulation_outputs</span></code> classmethod was added to easily load
+simulation data for after-the-fact analyses.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm</span></code> operations logging message generation routines were optimized.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm.system</span></code> was created in place of <code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm.node_system</span></code>
+as a convenience method for grabbing the <code class="docutils literal notranslate"><span class="pre">System</span></code> object from the windfarm graph layout.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm.cable</span></code> was created to replicate the <code class="docutils literal notranslate"><span class="pre">system</span></code> method for cable objects.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm</span></code>, <code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable</span></code>, and
+<code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.system.System</span></code> all have an operating level property that is the current
+operating level and one that does not account for if a system is being serviced, and therefore
+registered as non-operational. This fixes a bug in the dispatching of unscheduled service equipment
+when a repair request is submitted while a repair is occuring that drops the operating level below
+the strategy threshold. In the dispatching check we now are able to consider the operating level
+before a system was shut down for repairs and avoid improper dispatching.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable</span></code> now takes <code class="docutils literal notranslate"><span class="pre">end_node</span></code> in place of <code class="docutils literal notranslate"><span class="pre">upstream_nodes</span></code> to simplify
+the initialization process and be more explicit about the starting and ending points on the cable.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable.interrupt_subassembly_processes</span></code> is now <code class="docutils literal notranslate"><span class="pre">interrupt_processes</span></code>
+and only interrupts the cable’s own maintenance and failure simulation processes.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes</span></code> wraps <code class="docutils literal notranslate"><span class="pre">interrupt_processes</span></code>
+to ensure similar functionality between system and subassembly methods for use in the simulations.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable</span></code> logging now properly records itself as the target of repais
+and maintenance tasks instead of its starting node.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable.upstream_nodes</span></code> has been updated to be in the correct order
+the nodes sit on the string</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.subassembly.Subassembly.interrupt_subassembly_processes</span></code> is now
+<code class="docutils literal notranslate"><span class="pre">interrupt_processes</span></code> and only interrupts the cable’s own maintenance and failure simulation processes.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.system.System.interrupt_all_subassembly_processes</span></code> was added so that
+subassemblies are no longer directly interacting with each other, and the interruptions are caused
+by the system’s themselves.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.system.System.log_action</span></code> no returns the <code class="docutils literal notranslate"><span class="pre">Subassembly.id</span></code> instead of the
+<code class="docutils literal notranslate"><span class="pre">__repr__</span></code> for the object to create a legible log.</p></li>
+</ul>
+</section>
+<section id="december-9">
+<h2>0.3.5 (2021-December-9)<a class="headerlink" href="#december-9" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Downtime-based and requests-based unscheduled maintenance models have been added to
+servicing equipment.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Windfarm.current_availability</span></code> is able to account for multiple substations and is now
+an accurate calculation of the operating level across the windfarm.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Simulation.from_inputs()</span></code> is replaced by <code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code> to be more
+straightfoward for users.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">ServiceCrew</span></code> has been added for expansion to multiple crews.</p></li>
+<li><p>Servicing equipment now have separate <code class="docutils literal notranslate"><span class="pre">travel</span></code> and <code class="docutils literal notranslate"><span class="pre">crew_transfer</span></code>, <code class="docutils literal notranslate"><span class="pre">weather_delay</span></code>,
+and <code class="docutils literal notranslate"><span class="pre">repair</span></code> functions to more realistically simulate the separate processes involved.</p></li>
+<li><p>The windfarm now has a distance matrix to calculate the distance between any two
+systems oniste, for instance, substation to cable, cable to turbine, etc.</p></li>
+<li><p>Bug fix in the task completion rate metric.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action()</span></code> enforces the use of keyword arguments with only 3
+required inputs.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.weather_forecast()</span></code> outputs now include the datetime index.</p></li>
+<li><p>If no PySAM settings are provided, the <code class="docutils literal notranslate"><span class="pre">financial_model</span></code> will be set to <code class="docutils literal notranslate"><span class="pre">None</span></code> with a
+<code class="docutils literal notranslate"><span class="pre">NotImplementedError</span></code> being raised for any attempted usage of the PySAM-powered
+functionality.</p></li>
+<li><p>Fix bugs in <code class="docutils literal notranslate"><span class="pre">Maintenance</span></code> and <code class="docutils literal notranslate"><span class="pre">Failure</span></code> initializations.</p></li>
+<li><p>Fix bugs in operating level accounting from recent updates.</p></li>
+<li><p>Update the unicode typing in all docstrings.</p></li>
+<li><p>Update the documentation to account for all the recent changes, including adding a new
+demonstration notebook for the 3 new strategies.</p></li>
+</ul>
+</section>
+<section id="march-2">
+<h2>0.3.1 (2021-March-2)<a class="headerlink" href="#march-2" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Updated the the <code class="docutils literal notranslate"><span class="pre">simulation/</span></code> folder to be a single-level <code class="docutils literal notranslate"><span class="pre">core/</span></code> directory.</p></li>
+<li><p>Updates the order of the keyword arguments for WombatEnvironment.log_action(), and makes all arguments keyword-only arguments.</p></li>
+</ul>
+</section>
+</section>
+
+
+              </div>
+              
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+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
+      
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+                <a class="reference internal" href="../index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="../install.html">
+   Installation
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+   Presentations and Publications
+  </a>
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+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
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+     How To Use WOMBAT
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+   <li class="toctree-l2">
+    <a class="reference internal" href="strategy_demonstration.html">
+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2 current active">
+    <a class="current reference internal" href="#">
+     Examples Reference
+    </a>
+   </li>
+  </ul>
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+   WOMBAT API
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+     Simulation Tools and Methodology
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+     Data Classes
+    </a>
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+ <li class="toc-h2 nav-item toc-entry">
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+   <code class="docutils literal notranslate">
+    <span class="pre">
+     archival/
+    </span>
+   </code>
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#explanations">
+   Explanations
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#how-to-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       how_to.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#strategy-demonstration-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       strategy_demonstration.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#metrics-demonstration-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       metrics_demonstration.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#validation">
+   Validation
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#dinwoodie-validation-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       dinwoodie_validation.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#iea-26-validation-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       iea_26_validation.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#timing-benchmarks-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       timing_benchmarks.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+  </ul>
+ </li>
+</ul>
+
+    </nav>
+</div>
+    </div>
+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
+            <div id="jb-print-docs-body" class="onlyprint">
+                <h1>Examples Reference</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#archival">
+   <code class="docutils literal notranslate">
+    <span class="pre">
+     archival/
+    </span>
+   </code>
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#explanations">
+   Explanations
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#how-to-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       how_to.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#strategy-demonstration-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       strategy_demonstration.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#metrics-demonstration-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       metrics_demonstration.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#validation">
+   Validation
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#dinwoodie-validation-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       dinwoodie_validation.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#iea-26-validation-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       iea_26_validation.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#timing-benchmarks-ipynb">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       timing_benchmarks.ipynb
+      </span>
+     </code>
+    </a>
+   </li>
+  </ul>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="examples-reference">
+<h1>Examples Reference<a class="headerlink" href="#examples-reference" title="Permalink to this headline">#</a></h1>
+<p>This page will provide a brief overview of the varying examples available in the
+<a class="reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/examples">examples folder on GitHub</a>.</p>
+<section id="archival">
+<h2><code class="docutils literal notranslate"><span class="pre">archival/</span></code><a class="headerlink" href="#archival" title="Permalink to this headline">#</a></h2>
+<p>This contains the old notebooks and data used to prepare the unveiling of the model to
+DOE. The results are displayed in
+<a class="reference internal" href="../presentations.html#fy20-doe-presentation"><span class="std std-doc">presentations section</span></a> of the documentation.</p>
+</section>
+<section id="explanations">
+<h2>Explanations<a class="headerlink" href="#explanations" title="Permalink to this headline">#</a></h2>
+<p>The following notebooks are aimed at demonstrating and explaining various functionality
+to users.</p>
+<section id="how-to-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">how_to.ipynb</span></code><a class="headerlink" href="#how-to-ipynb" title="Permalink to this headline">#</a></h3>
+<p>This is a Jupyter Notebook version of the <a class="reference internal" href="how_to.html"><span class="doc std std-doc"><em>How To</em> section</span></a> of the documentation that
+allows users to interact with the walk through.</p>
+</section>
+<section id="strategy-demonstration-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">strategy_demonstration.ipynb</span></code><a class="headerlink" href="#strategy-demonstration-ipynb" title="Permalink to this headline">#</a></h3>
+<p>This is a Jupyter Notebook version of the
+<a class="reference internal" href="strategy_demonstration.html"><span class="doc std std-doc"><em>Strategy Demonstration</em> section</span></a> of the documentation
+that allows users to interact with the walk through.</p>
+</section>
+<section id="metrics-demonstration-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">metrics_demonstration.ipynb</span></code><a class="headerlink" href="#metrics-demonstration-ipynb" title="Permalink to this headline">#</a></h3>
+<p>This is a Jupyter Notebook version of the
+<a class="reference internal" href="metrics_demonstration.html"><span class="doc std std-doc"><em>Metrics Demonstration</em> section</span></a> of the documentation that
+allows users to interact with the varying maintenance strategy models.</p>
+</section>
+</section>
+<section id="validation">
+<h2>Validation<a class="headerlink" href="#validation" title="Permalink to this headline">#</a></h2>
+<section id="dinwoodie-validation-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">dinwoodie_validation.ipynb</span></code><a class="headerlink" href="#dinwoodie-validation-ipynb" title="Permalink to this headline">#</a></h3>
+<p>This shows the latest results of the model validation using the modeling parameters from
+Dinwoodie, et. al, 2015 <a class="footnote-reference brackets" href="#dinwoodie2015reference" id="id1">1</a>.</p>
+</section>
+<section id="iea-26-validation-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">iea_26_validation.ipynb</span></code><a class="headerlink" href="#iea-26-validation-ipynb" title="Permalink to this headline">#</a></h3>
+<p>This shows the latest results of the model validation using the modeling parameters from
+IEA, 2016 <a class="footnote-reference brackets" href="#smart2016iea" id="id2">2</a>.</p>
+</section>
+<section id="timing-benchmarks-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">timing_benchmarks.ipynb</span></code><a class="headerlink" href="#timing-benchmarks-ipynb" title="Permalink to this headline">#</a></h3>
+<p>This notebook is a simple benchmark for comparing run times between releases from NREL’s
+FY22 &amp; FY23. That said, there has been a change in computers since running this, and
+the listed times for v0.7 in the notebooks will not match those in this example.</p>
+<hr class="footnotes docutils" />
+<dl class="footnote brackets">
+<dt class="label" id="dinwoodie2015reference"><span class="brackets"><a class="fn-backref" href="#id1">1</a></span></dt>
+<dd><p>Iain Dinwoodie, Ole-Erik V Endrerud, Matthias Hofmann, Rebecca Martin, and Iver Bakken Sperstad. Reference cases for verification of operation and maintenance simulation models for offshore wind farms. <em>Wind Engineering</em>, 39(1):1–14, 2015.</p>
+</dd>
+<dt class="label" id="smart2016iea"><span class="brackets"><a class="fn-backref" href="#id2">2</a></span></dt>
+<dd><p>Gavin Smart, Aaron Smith, Ethan Warner, Iver Bakken Sperstad, Bob Prinsen, and Roberto Lacal-Arantegui. Iea wind task 26: offshore wind farm baseline documentation. Technical Report, National Renewable Energy Lab.(NREL), Golden, CO (United States), 2016.</p>
+</dd>
+</dl>
+</section>
+</section>
+</section>
+
+
+              </div>
+              
+            </main>
+            <footer class="footer-article noprint">
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+            <p class="prev-next-subtitle">previous</p>
+            <p class="prev-next-title">Demonstration of the Available Metrics</p>
+        </div>
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+    <a class='right-next' id="next-link" href="../API/index.html" title="next page">
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
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+      
+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
+      
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+        <ul class="nav bd-sidenav bd-sidenav__home-link">
+            <li class="toctree-l1">
+                <a class="reference internal" href="../index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="../install.html">
+   Installation
+  </a>
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+ <li class="toctree-l1">
+  <a class="reference internal" href="../presentations.html">
+   Presentations and Publications
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="../team.html">
+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
+</p>
+<ul class="current nav bd-sidenav">
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+  <a class="reference internal" href="index.html">
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+    <a class="current reference internal" href="#">
+     How To Use WOMBAT
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="strategy_demonstration.html">
+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples_reference.html">
+     Examples Reference
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="../API/index.html">
+   WOMBAT API
+  </a>
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+   </i>
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+    <a class="reference internal" href="../API/simulation_api.html">
+     Simulation API
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../API/simulation.html">
+     Simulation Tools and Methodology
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="../API/types.html">
+     Data Classes
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="../changelog.html">
+   Change Log
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+<div class="col-md-3 bd-toc show noprint">
+    <div class="tocsection onthispage pt-5 pb-3">
+        <i class="fas fa-list"></i> Contents
+    </div>
+    <nav id="bd-toc-nav" aria-label="Page">
+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#imports">
+   Imports
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#defining-the-simulation">
+   Defining the Simulation
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#windfarm-layout">
+     Windfarm Layout
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#weather-profile">
+     Weather Profile
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#environmental-considerations">
+     Environmental Considerations
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#fixed-costs">
+     Fixed Costs
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#financial-model-sam">
+     Financial Model (SAM)
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#servicing-equipment">
+     Servicing Equipment
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#the-system-models">
+     The System Models
+    </a>
+    <ul class="nav section-nav flex-column">
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#substations">
+       Substations
+      </a>
+     </li>
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#turbines">
+       Turbines
+      </a>
+     </li>
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#cables">
+       Cables
+      </a>
+     </li>
+    </ul>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#set-up-the-simulation">
+   Set Up the Simulation
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#define-the-data-library-path">
+     Define the data library path
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#the-configuration-file">
+     The configuration file
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#create-a-simulation">
+   Create a simulation
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#option-1-simulation-from-config">
+     Option 1:
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       Simulation.from_config()
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#option-2-simulation">
+     Option 2:
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       Simulation()
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#seeding-the-simulation-random-variable">
+     Seeding the simulation random variable
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#run-the-analysis">
+   Run the analysis
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#metric-computation">
+   Metric computation
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#optional-delete-the-logging-files">
+   Optional: Delete the logging files
+  </a>
+ </li>
+</ul>
+
+    </nav>
+</div>
+    </div>
+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
+            <div id="jb-print-docs-body" class="onlyprint">
+                <h1>How To Use WOMBAT</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#imports">
+   Imports
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#defining-the-simulation">
+   Defining the Simulation
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#windfarm-layout">
+     Windfarm Layout
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#weather-profile">
+     Weather Profile
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#environmental-considerations">
+     Environmental Considerations
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#fixed-costs">
+     Fixed Costs
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#financial-model-sam">
+     Financial Model (SAM)
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#servicing-equipment">
+     Servicing Equipment
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#the-system-models">
+     The System Models
+    </a>
+    <ul class="nav section-nav flex-column">
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#substations">
+       Substations
+      </a>
+     </li>
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#turbines">
+       Turbines
+      </a>
+     </li>
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#cables">
+       Cables
+      </a>
+     </li>
+    </ul>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#set-up-the-simulation">
+   Set Up the Simulation
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#define-the-data-library-path">
+     Define the data library path
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#the-configuration-file">
+     The configuration file
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#create-a-simulation">
+   Create a simulation
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#option-1-simulation-from-config">
+     Option 1:
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       Simulation.from_config()
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#option-2-simulation">
+     Option 2:
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       Simulation()
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#seeding-the-simulation-random-variable">
+     Seeding the simulation random variable
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#run-the-analysis">
+   Run the analysis
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#metric-computation">
+   Metric computation
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#optional-delete-the-logging-files">
+   Optional: Delete the logging files
+  </a>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="how-to-use-wombat">
+<h1>How To Use WOMBAT<a class="headerlink" href="#how-to-use-wombat" title="Permalink to this headline">#</a></h1>
+<p>This tutorial will walk through the setup, running, and results stages of a WOMBAT
+simulation while providing background information about how each component is related.</p>
+<section id="imports">
+<h2>Imports<a class="headerlink" href="#imports" title="Permalink to this headline">#</a></h2>
+<p>The following code block demonstrates a typical setup for working with WOMBAT and running
+analyses.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">time</span> <span class="kn">import</span> <span class="n">perf_counter</span>  <span class="c1"># timing purposes only</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+
+<span class="kn">from</span> <span class="nn">wombat</span> <span class="kn">import</span> <span class="n">Simulation</span>
+<span class="kn">from</span> <span class="nn">wombat.core.library</span> <span class="kn">import</span> <span class="n">load_yaml</span><span class="p">,</span> <span class="n">DINWOODIE</span>
+
+<span class="c1"># Seed the random variable for consistently randomized results</span>
+<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+
+<span class="c1"># Improve the legibility of DataFrames</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.float_format&quot;</span><span class="p">,</span> <span class="s1">&#39;</span><span class="si">{:,.2f}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">)</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_rows&quot;</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_columns&quot;</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="defining-the-simulation">
+<h2>Defining the Simulation<a class="headerlink" href="#defining-the-simulation" title="Permalink to this headline">#</a></h2>
+<p>The following will demonstrate the required information to run a simulation. For the
+purposes of this tutorial, we’ll be working with the data under
+<code class="docutils literal notranslate"><span class="pre">library/code_comparison/dinwoodie</span></code> in the Github repository, and specifically the base
+case.</p>
+<p>One important item to note is that the library structure is enforced within the code so all
+data must be placed in the appropriate locations in your analysis’ library as follows:</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>As of v0.6, the following structure will be adopted to mirror the format of the
+<a class="reference external" href="https://github.com/WISDEM/ORBIT/blob/master/ORBIT/core/library.py#L7-L24">ORBIT library structure</a>
+to increase compatibility between similar libraries.</p>
+<p>WOMBAT will still support the original structure until v0.9, depending to allow users to
+update in their own time.</p>
+</div>
+<p>To help users convert to the new structure, the following method is provided to create
+the required folder structure for users.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">wombat</span> <span class="kn">import</span> <span class="n">create_library_structure</span>  <span class="c1"># located in wombat.core.library</span>
+
+<span class="n">new_library</span> <span class="o">=</span> <span class="s2">&quot;library&quot;</span>
+<span class="n">create_library_structure</span><span class="p">(</span><span class="n">new_library</span><span class="p">)</span>
+</pre></div>
+</div>
+<p>The above method call will produce the below folder and subfolder structure.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>&lt;library&gt;
+  ├── project
+    ├── config     &lt;- Project-level configuration files
+    ├── port       &lt;- Port configuration files
+    ├── plant      &lt;- Wind farm layout files
+  ├── cables       &lt;- Export and Array cable configuration files
+  ├── substations  &lt;- Substation configuration files
+  ├── turbines     &lt;- Turbine configuration and power curve files
+  ├── vessels      &lt;- Land-based and offshore servicing equipment configuration files
+  ├── weather      &lt;- Weather profiles
+  ├── results      &lt;- The analysis log files and any saved output data
+</pre></div>
+</div>
+<p>Users can then migrate their data from the old (below) structure to the new (above)
+structure using their preferred method.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>&lt;libray&gt;
+  ├── config            &lt;- Simulation configuration files
+  ├── windfarm          &lt;- Windfarm layout file(s); turbine, substation, and cable configurations
+  ├── outputs
+    ├── logs            &lt;- The raw anaylsis log files
+    ├── metrics         &lt;- A place to save metrics/computed outputs.
+    ├── &lt;self-defined&gt;  &lt;- Any other folder you choose for saving outputs (not enforced)
+  ├── repair            &lt;- Overarching folder for repair configurations, such as ports
+    ├── transport       &lt;- Servicing equipment configurations
+  ├── weather           &lt;- Weather profiles
+</pre></div>
+</div>
+<p>As a convenience feature you can import the provided validation data libraries as
+<code class="docutils literal notranslate"><span class="pre">DINWOODIE</span></code> or <code class="docutils literal notranslate"><span class="pre">IEA_26</span></code> as is seen in the imports above, and a consistent path will be
+enabled.</p>
+<p>In practice, any folder location can be used so long as it follows the subfolder structure provided
+here.</p>
+<section id="windfarm-layout">
+<h3>Windfarm Layout<a class="headerlink" href="#windfarm-layout" title="Permalink to this headline">#</a></h3>
+<p>The windfarm layout is determined by a csv file, <code class="docutils literal notranslate"><span class="pre">dinwoodie/windfarm/layout.csv</span></code> in this case. Below is a sample of what information is required and how to use each field, followed by a visual example. It should be noted that none of the headings are case sensitive.</p>
+<dl class="simple myst">
+<dt>id (required)</dt><dd><p>Unique identifier for the asset; no spaces allowed.</p>
+</dd>
+<dt>substation_id (required)</dt><dd><p>The id field for the substation that the asset connects to; in the case that this is a substation, then this field should be the same as id; no spaces allowed.</p>
+</dd>
+<dt>name (required)</dt><dd><p>A descriptive name for the turbine, if desired. This can be the same as id.</p>
+</dd>
+<dt>type (optional)</dt><dd><p>One of “turbine” or “substation”. This is required to accurately model a multi-substation wind farm. The base assumption is that a substation connects to itself as a means to model the export cable connecting to the interconnection point, however, this is not always the case, as substations may be connected through their export systems. Using this filed allows for that connection to be modeled accurately.</p>
+</dd>
+<dt>longitude (optional)</dt><dd><p>The longitudinal position of the asset, can be in any geospatial reference; optional.</p>
+</dd>
+<dt>latitude (optional)</dt><dd><p>The latitude position of the asset, can be in any geospatial reference; optional.</p>
+</dd>
+<dt>string (required)</dt><dd><p>The integer, zero-indexed, string number for where the turbine will be positioned.</p>
+</dd>
+<dt>order (required)</dt><dd><p>The integer, zero-indexed position on the string for where the turbine will be positioned.</p>
+</dd>
+<dt>distance (optional)</dt><dd><p>The distance to the upstream asset; if this is calculated (input = 0), then the straightline distance is calculated using the provided coordinates (WGS-84 assumed).</p>
+</dd>
+<dt>subassembly (required)</dt><dd><p>The file that defines the asset’s modeling parameters.</p>
+</dd>
+<dt>upstream_cable (required)</dt><dd><p>The file that defines the upstream cable’s modeling parameters.</p>
+</dd>
+<dt>upstream_cable_name (optional)</dt><dd><p>The descriptive name to give to the cable that will be used during logging. This enables users to use a single cable definition file while maintaining the naming conventions used for the wind farm being simulated.</p>
+</dd>
+</dl>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>In the example below, there are a few noteworthy caveats that will set the stage for
+later input reviews:</p>
+<ul class="simple">
+<li><p>The cables are not modeled, which has a couple of implications</p>
+<ul>
+<li><p>There only needs to be one string “0”</p></li>
+<li><p>The cable specifications are required, even if not being modeled (details later)</p></li>
+</ul>
+</li>
+<li><p>longitude, latitude, and distance are all “0” because the spatial locations are not used</p></li>
+<li><p>subassembly is all “vestas_v90.yaml”, but having to input the turbine subassembly model
+means that multiple turbine types can be used on a windfarm.</p>
+<ul>
+<li><p>This same logic applies to the upstream_cable so that multiple cable types can be
+used as appopriate.</p></li>
+</ul>
+</li>
+</ul>
+</div>
+<div style="overflow-y:auto;overflow-x:auto">
+<table class="colwidths-auto table">
+<thead>
+<tr class="row-odd"><th class="text-left head"><p>id</p></th>
+<th class="text-left head"><p>substation_id</p></th>
+<th class="text-left head"><p>name</p></th>
+<th class="text-left head"><p>type</p></th>
+<th class="text-right head"><p>longitude</p></th>
+<th class="text-right head"><p>latitude</p></th>
+<th class="text-right head"><p>string</p></th>
+<th class="text-right head"><p>order</p></th>
+<th class="text-right head"><p>distance</p></th>
+<th class="text-left head"><p>subassembly</p></th>
+<th class="text-left head"><p>upstream_cable</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>substation</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-left"><p>offshore_substation.yaml</p></td>
+<td class="text-left"><p>export.yaml</p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>S00T1</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>S00T1</p></td>
+<td class="text-left"><p>turbine</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-left"><p>vestas_v90.yaml</p></td>
+<td class="text-left"><p>array.yaml</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>S00T2</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>S00T2</p></td>
+<td class="text-left"><p>turbine</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>1</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-left"><p>vestas_v90.yaml</p></td>
+<td class="text-left"><p>array.yaml</p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>S00T3</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>S00T3</p></td>
+<td class="text-left"><p>turbine</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>2</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-left"><p>vestas_v90.yaml</p></td>
+<td class="text-left"><p>array.yaml</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>…</p></td>
+<td class="text-left"><p></p></td>
+<td class="text-left"><p></p></td>
+<td class="text-left"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-left"><p></p></td>
+<td class="text-left"><p></p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>S00T79</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>S00T79</p></td>
+<td class="text-left"><p>turbine</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>78</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-left"><p>vestas_v90.yaml</p></td>
+<td class="text-left"><p>array.yaml</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>S00T80</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>S00T80</p></td>
+<td class="text-left"><p>turbine</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>79</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-left"><p>vestas_v90.yaml</p></td>
+<td class="text-left"><p>array.yaml</p></td>
+</tr>
+</tbody>
+</table>
+</div>
+</section>
+<section id="weather-profile">
+<h3>Weather Profile<a class="headerlink" href="#weather-profile" title="Permalink to this headline">#</a></h3>
+<p>The weather profile will broadly define the simulation range with its start and stop
+points, though a narrower one can be used when defining the simulation (more later).</p>
+<p>The following columns should exist in the data set with the provided guidelines.</p>
+<dl class="simple myst">
+<dt>datetime (required)</dt><dd><p>A date and time stamp, any format.</p>
+</dd>
+<dt>windspeed (required)</dt><dd><p>The hourly, mean windspeed, in meters per second at the time stamp.</p>
+</dd>
+<dt>waveheight (optional)</dt><dd><p>The hourly, mean waveheight, in meters, at the time stamp. If waves are not required,
+this can be filled with zeros, or be left out entirely.</p>
+</dd>
+</dl>
+<p>Below, is a demonstration of what <code class="docutils literal notranslate"><span class="pre">weather/alpha_ventus_weather_2002_2014.csv</span></code> looks like.</p>
+<table class="colwidths-auto table">
+<thead>
+<tr class="row-odd"><th class="text-left head"><p>datetime</p></th>
+<th class="text-right head"><p>windspeed</p></th>
+<th class="text-right head"><p>waveheight</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td class="text-left"><p>1/1/02 0:00</p></td>
+<td class="text-right"><p>11.75561096</p></td>
+<td class="text-right"><p>1.281772405</p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>1/1/02 1:00</p></td>
+<td class="text-right"><p>10.41321252</p></td>
+<td class="text-right"><p>1.586584315</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>1/1/02 2:00</p></td>
+<td class="text-right"><p>8.959270788</p></td>
+<td class="text-right"><p>1.725690828</p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>1/1/02 3:00</p></td>
+<td class="text-right"><p>9.10014808</p></td>
+<td class="text-right"><p>1.680982063</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>…</p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>12/31/14 22:00</p></td>
+<td class="text-right"><p>14.40838803</p></td>
+<td class="text-right"><p>0.869625003</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>12/31/14 23:00</p></td>
+<td class="text-right"><p>14.04563195</p></td>
+<td class="text-right"><p>0.993031445</p></td>
+</tr>
+</tbody>
+</table>
+</section>
+<section id="environmental-considerations">
+<h3>Environmental Considerations<a class="headerlink" href="#environmental-considerations" title="Permalink to this headline">#</a></h3>
+<p>In addition to using weather conditions for site characteristics, WOMBAT is able to
+model environmental considerations where a port or site cannot be accessed, for example,
+when silt builds up and water depths become too low to tow a turbine into the port.
+There is also a feature for imposing maximum operating speeds, such as when there are
+animal migrations and vessels must slow down to avoid collisions with endangered species.</p>
+<p>Defining the <code class="docutils literal notranslate"><span class="pre">non_operational_start</span></code> and <code class="docutils literal notranslate"><span class="pre">non_operational_end</span></code> at either the servicing
+equipment, environment, or port level allows for the creation of an annualized date
+range spanning the length of the simulation where operations are not allowed to occur.
+When defined at the environment level, all servicing equipment and a port, if defined,
+will have this non-operational period applied, and if it’s already existing, the more
+conservative of the date ranges will be applied. When defined at the port level, all
+associated servicing equipment (tugboats) will have the same inuring priority as when
+defined at the environment level.</p>
+<p>The same logic applies when defining the <code class="docutils literal notranslate"><span class="pre">reduced_speed_start</span></code> and <code class="docutils literal notranslate"><span class="pre">reduced_speed_end</span></code>
+for defining when the operating speeds of servicing equipment are capped at the
+<code class="docutils literal notranslate"><span class="pre">reduced_speed</span></code>. As is the case above, these variables can also be defined at the
+servicing equipment level for further customization.</p>
+</section>
+<section id="fixed-costs">
+<h3>Fixed Costs<a class="headerlink" href="#fixed-costs" title="Permalink to this headline">#</a></h3>
+<p>Please see the <a class="reference internal" href="../API/types.html#fixed-cost-model"><span class="std std-doc"><code class="docutils literal notranslate"><span class="pre">FixedCosts</span></code> API documentation</span></a> for
+details on this optional piece of financial modeling.</p>
+<p>For modeling a tow-to-port strategy that the port rental costs should be included in
+this category, and not in the port configuration.</p>
+</section>
+<section id="financial-model-sam">
+<h3>Financial Model (SAM)<a class="headerlink" href="#financial-model-sam" title="Permalink to this headline">#</a></h3>
+<p>WOMBAT uses PySAM to model the financials of the windfarm and retrieve higher-level cost
+metrics only data is passed into the <code class="docutils literal notranslate"><span class="pre">SAM_settings</span></code> filed in the main configuration. An
+input file exists, but is only for demonstration purposes, and does not contain
+meaningful inputs.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>This does not currently work due to updates in PySAM that need to be remapped in the
+post-processing module.</p>
+<p>Update: This functionality will be entirely deprecated in v0.9.</p>
+</div>
+</section>
+<section id="servicing-equipment">
+<h3>Servicing Equipment<a class="headerlink" href="#servicing-equipment" title="Permalink to this headline">#</a></h3>
+<p>The servicing equipment control the actual repairs within a simulation, and as of v0.5,
+there are four different repair strategies that can be used: scheduled, downtime-based
+unscheduled, repair-based unscheduled, and tow-to-port. These are options are controlled
+through the <code class="docutils literal notranslate"><span class="pre">capability</span></code> settings in each equipment’s configuration in conjunction with
+the <code class="docutils literal notranslate"><span class="pre">service_equipment</span></code> setting in the maintenance and failure configurations for each
+subassembly.</p>
+<p>For complete documentation of how the servicing equipment parameters are defined, please
+see the <a class="reference internal" href="../API/types.html#service-equipment"><span class="std std-doc">ServiceEquipmentData API documentation</span></a></p>
+<p>Below is an definition of the different equipment codes and their designations to show
+the breadth of what can be simulated. These codes do not have separate operating models,
+but instead allow the user to specify the types of operations the servicing equipment
+will be able to operate on. This model should be aligned with the <code class="docutils literal notranslate"><span class="pre">service_equipment</span></code>
+requirements in the subassembly failure and maintenance models.</p>
+<dl class="simple myst">
+<dt>RMT</dt><dd><p>remote (no actual equipment BUT no special implementation), akin to remote resets</p>
+</dd>
+<dt>DRN</dt><dd><p>drone, or potentially even helicopters by changing the costs</p>
+</dd>
+<dt>CTV</dt><dd><p>crew transfer vessel/onsite truck</p>
+</dd>
+<dt>SCN</dt><dd><p>small crane (i.e., field support vessel or cherry picker)</p>
+</dd>
+<dt>LCN</dt><dd><p>large crane (i.e., heavy lift vessel or crawler crane)</p>
+</dd>
+<dt>CAB</dt><dd><p>cabling-specific vessel/vehicle</p>
+</dd>
+<dt>DSV</dt><dd><p>diving support vessel</p>
+</dd>
+<dt>TOW</dt><dd><p>tugboat/towing (a failure with this setting will trigger a tow-to-port scenario where
+the simulation’s <code class="docutils literal notranslate"><span class="pre">Port</span></code> will dispatch the tugboats as needed)</p>
+</dd>
+<dt>AHV</dt><dd><p>anchor handling vessel (this is a variation on the tugboat for mooring repairs that
+will not tow anthing between port and site, but operate at the site)</p>
+</dd>
+</dl>
+<p>Aside from the TOW and AHV capabilities there are no operations specific to each
+capability. The remaining configurations of a servicing equipment such as equipment
+rates, mobilization, labor, and operating limits will define the nature of its operation
+in tandem with a failure’s <code class="docutils literal notranslate"><span class="pre">time</span></code> field. So for a remote reset (RMT), there will be a
+trivial equipment rate, if any, associated with it to account for the specific operations
+or resetting the subassembly remotely. Similarly, a drone repair or inspection (DRN)
+will not require any onboard crew, so labor will 0, or low if assuming an operator that
+is unaccounted for in the site <code class="docutils literal notranslate"><span class="pre">FixedCosts</span></code>, but will require more time than a remote
+reset in addition to a higher equipment cost.</p>
+<p>In addition to a variety of servicing equipment types, there is support for
+3 different equipment-level dispatch strategies, as described below. For a set of
+example scenarios, please see the <a class="reference internal" href="strategy_demonstration.html"><span class="doc std std-doc">strategy demonstration</span></a>.</p>
+<dl class="simple myst">
+<dt>scheduled</dt><dd><p>dispatch servicing equipment for a specified date range each year</p>
+</dd>
+<dt>requests</dt><dd><p>dispatch the servicing equipment once a <code class="docutils literal notranslate"><span class="pre">strategy_threshold</span></code> number of requests
+that the equipment can service has been reached</p>
+</dd>
+<dt>downtime</dt><dd><p>dispatch the servicing equipment once the windfarm’s operating level reaches the
+<code class="docutils literal notranslate"><span class="pre">strategy_threshold</span></code> percent downtime.</p>
+</dd>
+</dl>
+</section>
+<section id="the-system-models">
+<h3>The System Models<a class="headerlink" href="#the-system-models" title="Permalink to this headline">#</a></h3>
+<p>The actual assets on the windfarm such as cables, turbines, and substations, are
+referred to as systems in WOMBAT, and each has their own individual model. Within each
+of these systems, there are user-defined subassemblies (or componenents) that rely on
+two types of repair models:</p>
+<ul class="simple">
+<li><p>maintenance: scheduled, fixed time interval-based maintenance tasks</p></li>
+<li><p>failures: unscheduled, Weibull distribution-based modeled, maintenance tasks</p></li>
+</ul>
+<p>The subassemblies keys in the system YAML definition can be user-defined
+to accommodate the varying language among industry groups and generations of wind
+technologies. The only restrictions are the YAML keys must not contain any special
+characters, and cannot be repeated</p>
+<p>In the example below we show a <code class="docutils literal notranslate"><span class="pre">generator</span></code> subassembly with an annual service task and
+frequent manual reset. For a thorough definition, please read the API
+documentation of the <a class="reference internal" href="../API/types.html#maintenance-tasks"><span class="std std-doc">Maintenance</span></a> and
+<a class="reference internal" href="../API/types.html#failures"><span class="std std-doc">Failure</span></a> data classes. Note that the yaml defintion below
+specifies that maintenance tasks are in a bulleted list format and that failure
+defintions require a dictionary-style input with keys to match the severity level of a
+given failure. For more details on the complete subassembly definition, please visit the
+<a class="reference internal" href="../API/types.html#subassembly-model"><span class="std std-doc">Subassembly API documentation</span></a>.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">generator</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">generator</span><span class="w">  </span><span class="c1"># doesn&#39;t need to match the subassembly key that becomes System.id</span>
+<span class="w">  </span><span class="nt">maintenance</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">annual service</span>
+<span class="w">    </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">60</span>
+<span class="w">    </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">18500</span>
+<span class="w">    </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CTV</span>
+<span class="w">    </span><span class="nt">frequency</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">365</span>
+<span class="w">    </span><span class="nt">operation_reduction</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span><span class="w">  </span><span class="c1"># default value</span>
+<span class="w">  </span><span class="nt">failures</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">1</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">scale</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.1333</span>
+<span class="w">      </span><span class="nt">shape</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1</span>
+<span class="w">      </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">3</span>
+<span class="w">      </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CTV</span>
+<span class="w">      </span><span class="nt">operation_reduction</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.0</span>
+<span class="w">      </span><span class="nt">replacement</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">False</span><span class="w">  </span><span class="c1"># default value</span>
+<span class="w">      </span><span class="nt">level</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1</span><span class="w">  </span><span class="c1"># Note that the &quot;level&quot; value matches the key &quot;1&quot;</span>
+<span class="w">      </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">manual reset</span>
+</pre></div>
+</div>
+<section id="substations">
+<h4>Substations<a class="headerlink" href="#substations" title="Permalink to this headline">#</a></h4>
+<p>The substation model relies on two specific inputs, and one subassembly input (transformer).</p>
+<dl class="simple myst">
+<dt>capacity_kw</dt><dd><p>The capacity of all turbines in the windfarm, neglecting any losses. Only needed if
+a $/kw cost basis is being used.</p>
+</dd>
+<dt>capex_kw</dt><dd><p>The $/kw cost of the machine, if not providing absolute costs.</p>
+</dd>
+</dl>
+<p>Additional keys can be added to represent subassemblies, such as a transformer, in the
+same format as the generator example above. Similarly, a user can define as man or as
+few of the subassemblies as desired with their preferred naming conventions</p>
+<p>The following is an example of substation YAML definition with no modeled subasemblies.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">capacity_kw</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">670000</span>
+<span class="nt">capex_kw</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">140</span>
+<span class="nt">transformer</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">transformer</span>
+<span class="w">  </span><span class="nt">maintenance</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span>
+<span class="w">      </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">n/a</span>
+<span class="w">      </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CTV</span>
+<span class="w">      </span><span class="nt">frequency</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">  </span><span class="nt">failures</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">1</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">scale</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">shape</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">CTV</span><span class="p p-Indicator">]</span>
+<span class="w">      </span><span class="nt">operation_reduction</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">level</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1</span>
+<span class="w">      </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">n/a</span>
+</pre></div>
+</div>
+</section>
+<section id="turbines">
+<h4>Turbines<a class="headerlink" href="#turbines" title="Permalink to this headline">#</a></h4>
+<p>The turbine has the most to define out of the three systems in the windfarm model.
+Similar to the substation, it relies mainly on the subassembly model with a few extra
+parameters, as defined here:</p>
+<dl class="simple myst">
+<dt>capacity_kw</dt><dd><p>The capacity of the system. Only needed if a $/kw cost basis is being used.</p>
+</dd>
+<dt>capex_kw</dt><dd><p>The $/kw cost of the machine, if not providing absolute costs.</p>
+</dd>
+<dt>power_curve: file</dt><dd><p>File that provides the power curve definition.</p>
+</dd>
+</dl>
+<p>power_curve: bin_width
+The desired interval, in m/s, between adjacent points on the power curve to be used for
+power calculations.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">windfarm/vestas_v90.yaml</span></code> data file provides the following definition in addition
+to the the maintenance and failure definitions that were shown previously.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">capacity_kw</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">3000</span>
+<span class="nt">capex_kw</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1300</span>
+<span class="nt">power_curve</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">file</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">vestas_v90_power_curve.csv</span>
+<span class="w">  </span><span class="nt">bin_width</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.5</span>
+</pre></div>
+</div>
+<p>The power curve input CSV requires the following two columns: <code class="docutils literal notranslate"><span class="pre">windspeed_ms</span></code> and
+<code class="docutils literal notranslate"><span class="pre">power_kw</span></code> that should be defined using the windspeed for a bin, in m/s and the power produced at that
+windspeed, in kW. The current method available for generating the power curve is the IEC
+61400-12-1-2 method for a wind-speed binned power curve. If there is a need/desire for
+additional power curve methodologies, then <a class="reference external" href="https://github.com/WISDEM/WOMBAT/issues">please submit an issue on the GitHub</a>!</p>
+<p>For an open source listing of a variety of land-based, offshore, and distributed wind
+turbine power curves, please visit the
+<a class="reference external" href="https://github.com/NREL/turbine-models">NREL Turbine Models repository</a>.</p>
+</section>
+<section id="cables">
+<h4>Cables<a class="headerlink" href="#cables" title="Permalink to this headline">#</a></h4>
+<p>The array cable is the simplest format in that you only define a descriptive name,
+and the maintenance and failure events as below. It should be noted that the scheme
+is a combination of both the system and subassembly configuration.</p>
+<p>For export cables that connect substations, as opposed to an interconnection, they will
+not create dependencies because it is assumed they bypass the substation altogether,
+and connect directly with the export system. This means that if there is a failure at a
+downstream substation, the connecting export cable and its upstream turbine, substation,
+and cable connections will continue to operate normally.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">array cable</span>
+<span class="nt">maintenance</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span>
+<span class="w">    </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">n/a</span>
+<span class="w">    </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CTV</span>
+<span class="w">    </span><span class="nt">frequency</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="nt">failures</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">1</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">scale</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">shape</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">operation_reduction</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CAB</span>
+<span class="w">    </span><span class="nt">level</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1</span>
+<span class="w">    </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">n/a</span>
+</pre></div>
+</div>
+</section>
+</section>
+</section>
+<section id="set-up-the-simulation">
+<h2>Set Up the Simulation<a class="headerlink" href="#set-up-the-simulation" title="Permalink to this headline">#</a></h2>
+<p>In the remaining sections of the tutorial, we will work towards setting up and running
+a simulation.</p>
+<section id="define-the-data-library-path">
+<h3>Define the data library path<a class="headerlink" href="#define-the-data-library-path" title="Permalink to this headline">#</a></h3>
+<p>The set library enables WOMBAT to easily access and store data files in a consistent
+manner. Here the <code class="docutils literal notranslate"><span class="pre">DINWOODIE</span></code> reference is going to be used again.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>If a custom library is being used, the <code class="docutils literal notranslate"><span class="pre">library_path</span></code> must be the full path name to the
+location of the folder where the configuration data is contained.</p>
+</div>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>In v0.6, a new library structure</p>
+</div>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">library_path</span> <span class="o">=</span> <span class="n">DINWOODIE</span>  <span class="c1"># or user-defined path for an external data library</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="the-configuration-file">
+<h3>The configuration file<a class="headerlink" href="#the-configuration-file" title="Permalink to this headline">#</a></h3>
+<p>In the configuration below, there are a number of data points that will define our
+windfarm layout, weather conditions, working hours, customized start and completion
+years, project size, financials, and the servicing equipment to be used. Note that there
+can be as many or as few of the servicing equipment units as desired.</p>
+<p>The purpose of an overarching configuration file is to provide a single place to define
+the primary inputs for a simulation. Below the base configuration is loaded and displayed
+with comments to show where each of files are located in the library structure. WOMBAT
+will know where to go for these pointers when the simulation is initialized so the data
+is constructed and validated correctly.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">config</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="n">library_path</span> <span class="o">/</span> <span class="s2">&quot;project/config&quot;</span><span class="p">,</span> <span class="s2">&quot;base.yaml&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="c1"># Contents of: dinwoodie / config / base.yaml</span>
+<span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">dinwoodie_base</span>
+<span class="nt">library</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">DINWOODIE</span>
+<span class="nt">weather</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">alpha_ventus_weather_2002_2014.csv</span><span class="w">  </span><span class="c1"># located in: dinwoodie / weather</span>
+<span class="nt">service_equipment</span><span class="p">:</span>
+<span class="c1"># YAML-encoded list, but could also be created in standard Python list notation with</span>
+<span class="c1"># square brackets: [ctv1.yaml, ctv2.yaml, ..., hlv_requests.yaml]</span>
+<span class="c1"># All below equipment configurations are located in: dinwoodie / vessels</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ctv1.yaml</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ctv2.yaml</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ctv3.yaml</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">fsv_requests.yaml</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hlv_requests.yaml</span>
+<span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">layout.csv</span><span class="w">  </span><span class="c1"># located in: dinwoodie / windfarm</span>
+<span class="nt">inflation_rate</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="nt">fixed_costs</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">fixed_costs.yaml</span><span class="w">  </span><span class="c1"># located in: dinwoodie / project / config</span>
+<span class="nt">workday_start</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">7</span>
+<span class="nt">workday_end</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">19</span>
+<span class="nt">start_year</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">2003</span>
+<span class="nt">end_year</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">2012</span>
+<span class="nt">project_capacity</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">240</span>
+<span class="c1"># port: base_port.yaml  &lt;- When running a tow-to-port simulation the port configuration</span>
+<span class="c1">#                          pointer is provided here and located in: dinwoodie / project / port</span>
+</pre></div>
+</div>
+</section>
+</section>
+<section id="create-a-simulation">
+<h2>Create a simulation<a class="headerlink" href="#create-a-simulation" title="Permalink to this headline">#</a></h2>
+<p>There are two ways that this could be done, the first is to use the classmethod
+<code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code>, which allows for the full path string, a dictionary, or
+<code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object to passed as an input, and the second is through a standard
+class initialization.</p>
+<section id="option-1-simulation-from-config">
+<h3>Option 1: <code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code><a class="headerlink" href="#option-1-simulation-from-config" title="Permalink to this headline">#</a></h3>
+<p>Load the file from the <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object that was created in the prior code black</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="o">.</span><span class="n">from_config</span><span class="p">(</span><span class="n">config</span><span class="p">)</span>
+
+<span class="c1"># Delete any files that get initialized through the simulation environment</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
+<span class="ne">TypeError</span><span class="g g-Whitespace">                                 </span>Traceback (most recent call last)
+<span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">4</span><span class="p">],</span> <span class="n">line</span> <span class="mi">1</span>
+<span class="ne">----&gt; </span><span class="mi">1</span> <span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="o">.</span><span class="n">from_config</span><span class="p">(</span><span class="n">config</span><span class="p">)</span>
+<span class="g g-Whitespace">      </span><span class="mi">3</span> <span class="c1"># Delete any files that get initialized through the simulation environment</span>
+<span class="g g-Whitespace">      </span><span class="mi">4</span> <span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/core/simulation_api.py:279,</span> in <span class="ni">Simulation.from_config</span><span class="nt">(cls, config)</span>
+<span class="g g-Whitespace">    </span><span class="mi">277</span> <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+<span class="g g-Whitespace">    </span><span class="mi">278</span>     <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">config</span><span class="p">,</span> <span class="n">Configuration</span><span class="p">)</span>  <span class="c1"># mypy helper</span>
+<span class="ne">--&gt; </span><span class="mi">279</span> <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span>  <span class="c1"># type: ignore</span>
+<span class="g g-Whitespace">    </span><span class="mi">280</span>     <span class="n">library_path</span><span class="o">=</span><span class="n">config</span><span class="o">.</span><span class="n">library</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">281</span>     <span class="n">config</span><span class="o">=</span><span class="n">config</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">282</span>     <span class="n">random_seed</span><span class="o">=</span><span class="bp">cls</span><span class="o">.</span><span class="n">random_seed</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">283</span>     <span class="n">random_generator</span><span class="o">=</span><span class="bp">cls</span><span class="o">.</span><span class="n">random_generator</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">284</span> <span class="p">)</span>
+
+<span class="nn">File &lt;attrs generated init wombat.core.simulation_api.Simulation&gt;:9,</span> in <span class="ni">__init__</span><span class="nt">(self, library_path, config, random_seed, random_generator)</span>
+<span class="g g-Whitespace">      </span><span class="mi">7</span> <span class="k">if</span> <span class="n">_config</span><span class="o">.</span><span class="n">_run_validators</span> <span class="ow">is</span> <span class="kc">True</span><span class="p">:</span>
+<span class="g g-Whitespace">      </span><span class="mi">8</span>     <span class="n">__attr_validator_config</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">__attr_config</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="p">)</span>
+<span class="ne">----&gt; </span><span class="mi">9</span> <span class="bp">self</span><span class="o">.</span><span class="n">__attrs_post_init__</span><span class="p">()</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/core/simulation_api.py:190,</span> in <span class="ni">Simulation.__attrs_post_init__</span><span class="nt">(self)</span>
+<span class="g g-Whitespace">    </span><span class="mi">188</span> <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="g g-Whitespace">    </span><span class="mi">189</span><span class="w">     </span><span class="sd">&quot;&quot;&quot;Post-initialization hook.&quot;&quot;&quot;</span>
+<span class="ne">--&gt; </span><span class="mi">190</span>     <span class="bp">self</span><span class="o">.</span><span class="n">_setup_simulation</span><span class="p">()</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/core/simulation_api.py:306,</span> in <span class="ni">Simulation._setup_simulation</span><span class="nt">(self)</span>
+<span class="g g-Whitespace">    </span><span class="mi">288</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="n">WombatEnvironment</span><span class="p">(</span>
+<span class="g g-Whitespace">    </span><span class="mi">289</span>     <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">library</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">290</span>     <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">weather</span><span class="p">,</span>
+   <span class="p">(</span><span class="o">...</span><span class="p">)</span>
+<span class="g g-Whitespace">    </span><span class="mi">303</span>     <span class="n">random_generator</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">random_generator</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">304</span> <span class="p">)</span>
+<span class="g g-Whitespace">    </span><span class="mi">305</span> <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span> <span class="o">=</span> <span class="n">RepairManager</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">)</span>
+<span class="ne">--&gt; </span><span class="mi">306</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span> <span class="o">=</span> <span class="n">Windfarm</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">layout</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span><span class="p">)</span>
+<span class="g g-Whitespace">    </span><span class="mi">308</span> <span class="c1"># Create the servicing equipment and set the necessary environment variables</span>
+<span class="g g-Whitespace">    </span><span class="mi">309</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment</span> <span class="o">=</span> <span class="p">[]</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/windfarm/windfarm.py:40,</span> in <span class="ni">Windfarm.__init__</span><span class="nt">(self, env, windfarm_layout, repair_manager)</span>
+<span class="g g-Whitespace">     </span><span class="mi">38</span> <span class="bp">self</span><span class="o">.</span><span class="n">configs</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;turbine&quot;</span><span class="p">:</span> <span class="p">{},</span> <span class="s2">&quot;substation&quot;</span><span class="p">:</span> <span class="p">{},</span> <span class="s2">&quot;cable&quot;</span><span class="p">:</span> <span class="p">{}}</span>
+<span class="g g-Whitespace">     </span><span class="mi">39</span> <span class="bp">self</span><span class="o">.</span><span class="n">_create_graph_layout</span><span class="p">(</span><span class="n">windfarm_layout</span><span class="p">)</span>
+<span class="ne">---&gt; </span><span class="mi">40</span> <span class="bp">self</span><span class="o">.</span><span class="n">_create_turbines_and_substations</span><span class="p">()</span>
+<span class="g g-Whitespace">     </span><span class="mi">41</span> <span class="bp">self</span><span class="o">.</span><span class="n">_create_cables</span><span class="p">()</span>
+<span class="g g-Whitespace">     </span><span class="mi">42</span> <span class="bp">self</span><span class="o">.</span><span class="n">capacity</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="nb">sum</span><span class="p">(</span>
+<span class="g g-Whitespace">     </span><span class="mi">43</span>     <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">turb</span><span class="p">)</span><span class="o">.</span><span class="n">capacity</span> <span class="k">for</span> <span class="n">turb</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span>
+<span class="g g-Whitespace">     </span><span class="mi">44</span> <span class="p">)</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/windfarm/windfarm.py:183,</span> in <span class="ni">Windfarm._create_turbines_and_substations</span><span class="nt">(self)</span>
+<span class="g g-Whitespace">    </span><span class="mi">180</span>             <span class="n">bad_data_location_messages</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+<span class="g g-Whitespace">    </span><span class="mi">181</span>         <span class="bp">self</span><span class="o">.</span><span class="n">configs</span><span class="p">[</span><span class="n">node_type</span><span class="p">][</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">subassembly_dict</span>
+<span class="ne">--&gt; </span><span class="mi">183</span>     <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">system_id</span><span class="p">][</span><span class="s2">&quot;system&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">System</span><span class="p">(</span>
+<span class="g g-Whitespace">    </span><span class="mi">184</span>         <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">185</span>         <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">186</span>         <span class="n">system_id</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">187</span>         <span class="n">data</span><span class="p">[</span><span class="s2">&quot;name&quot;</span><span class="p">],</span>
+<span class="g g-Whitespace">    </span><span class="mi">188</span>         <span class="n">subassembly_dict</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">189</span>         <span class="n">node_type</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">190</span>     <span class="p">)</span>
+<span class="g g-Whitespace">    </span><span class="mi">192</span> <span class="c1"># Raise the warning for soon-to-be deprecated library structure</span>
+<span class="g g-Whitespace">    </span><span class="mi">193</span> <span class="n">bad_data_location_messages</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">bad_data_location_messages</span><span class="p">))</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/windfarm/system/system.py:76,</span> in <span class="ni">System.__init__</span><span class="nt">(self, env, repair_manager, t_id, name, subassemblies, system)</span>
+<span class="g g-Whitespace">     </span><span class="mi">73</span> <span class="k">if</span> <span class="n">system</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;turbine&quot;</span><span class="p">,</span> <span class="s2">&quot;substation&quot;</span><span class="p">):</span>
+<span class="g g-Whitespace">     </span><span class="mi">74</span>     <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;&#39;system&#39; must be one of &#39;turbine&#39; or &#39;substation&#39;!&quot;</span><span class="p">)</span>
+<span class="ne">---&gt; </span><span class="mi">76</span> <span class="bp">self</span><span class="o">.</span><span class="n">_create_subassemblies</span><span class="p">(</span><span class="n">subassemblies</span><span class="p">,</span> <span class="n">system</span><span class="p">)</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/windfarm/system/system.py:110,</span> in <span class="ni">System._create_subassemblies</span><span class="nt">(self, subassembly_data, system)</span>
+<span class="g g-Whitespace">    </span><span class="mi">108</span>     <span class="k">continue</span>
+<span class="g g-Whitespace">    </span><span class="mi">109</span> <span class="n">name</span> <span class="o">=</span> <span class="n">create_variable_from_string</span><span class="p">(</span><span class="n">key</span><span class="p">)</span>
+<span class="ne">--&gt; </span><span class="mi">110</span> <span class="n">subassembly</span> <span class="o">=</span> <span class="n">Subassembly</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">data</span><span class="p">)</span>
+<span class="g g-Whitespace">    </span><span class="mi">111</span> <span class="nb">setattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">subassembly</span><span class="p">)</span>
+<span class="g g-Whitespace">    </span><span class="mi">112</span> <span class="bp">self</span><span class="o">.</span><span class="n">subassemblies</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">))</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/windfarm/system/subassembly.py:52,</span> in <span class="ni">Subassembly.__init__</span><span class="nt">(self, system, env, s_id, subassembly_data)</span>
+<span class="g g-Whitespace">     </span><span class="mi">45</span> <span class="bp">self</span><span class="o">.</span><span class="n">id</span> <span class="o">=</span> <span class="n">s_id</span>
+<span class="g g-Whitespace">     </span><span class="mi">47</span> <span class="n">subassembly_data</span> <span class="o">=</span> <span class="p">{</span>
+<span class="g g-Whitespace">     </span><span class="mi">48</span>     <span class="o">**</span><span class="n">subassembly_data</span><span class="p">,</span>
+<span class="g g-Whitespace">     </span><span class="mi">49</span>     <span class="s2">&quot;system_value&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
+<span class="g g-Whitespace">     </span><span class="mi">50</span>     <span class="s2">&quot;rng&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">random_generator</span><span class="p">,</span>
+<span class="g g-Whitespace">     </span><span class="mi">51</span> <span class="p">}</span>
+<span class="ne">---&gt; </span><span class="mi">52</span> <span class="bp">self</span><span class="o">.</span><span class="n">data</span> <span class="o">=</span> <span class="n">SubassemblyData</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">subassembly_data</span><span class="p">)</span>
+<span class="g g-Whitespace">     </span><span class="mi">53</span> <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">name</span>
+<span class="g g-Whitespace">     </span><span class="mi">55</span> <span class="bp">self</span><span class="o">.</span><span class="n">operating_level</span> <span class="o">=</span> <span class="mf">1.0</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/core/data_classes.py:394,</span> in <span class="ni">FromDictMixin.from_dict</span><span class="nt">(cls, data)</span>
+<span class="g g-Whitespace">    </span><span class="mi">389</span> <span class="k">if</span> <span class="n">undefined</span><span class="p">:</span>
+<span class="g g-Whitespace">    </span><span class="mi">390</span>     <span class="k">raise</span> <span class="ne">AttributeError</span><span class="p">(</span>
+<span class="g g-Whitespace">    </span><span class="mi">391</span>         <span class="sa">f</span><span class="s2">&quot;The class defintion for </span><span class="si">{</span><span class="bp">cls</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2"> is missing the following&quot;</span>
+<span class="g g-Whitespace">    </span><span class="mi">392</span>         <span class="sa">f</span><span class="s2">&quot; inputs: </span><span class="si">{</span><span class="n">undefined</span><span class="si">}</span><span class="s2">&quot;</span>
+<span class="g g-Whitespace">    </span><span class="mi">393</span>     <span class="p">)</span>
+<span class="ne">--&gt; </span><span class="mi">394</span> <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+
+<span class="nn">File &lt;attrs generated init wombat.core.data_classes.SubassemblyData&gt;:9,</span> in <span class="ni">__init__</span><span class="nt">(self, name, maintenance, failures, system_value, rng)</span>
+<span class="g g-Whitespace">      </span><span class="mi">7</span> <span class="n">_setattr</span><span class="p">(</span><span class="s1">&#39;rng&#39;</span><span class="p">,</span> <span class="n">rng</span><span class="p">)</span>
+<span class="g g-Whitespace">      </span><span class="mi">8</span> <span class="k">if</span> <span class="n">_config</span><span class="o">.</span><span class="n">_run_validators</span> <span class="ow">is</span> <span class="kc">True</span><span class="p">:</span>
+<span class="ne">----&gt; </span><span class="mi">9</span>     <span class="n">__attr_validator_rng</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">__attr_rng</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">rng</span><span class="p">)</span>
+<span class="g g-Whitespace">     </span><span class="mi">10</span> <span class="bp">self</span><span class="o">.</span><span class="n">__attrs_post_init__</span><span class="p">()</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/attr/validators.py:100,</span> in <span class="ni">_InstanceOfValidator.__call__</span><span class="nt">(self, inst, attr, value)</span>
+<span class="g g-Whitespace">     </span><span class="mi">96</span><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="g g-Whitespace">     </span><span class="mi">97</span><span class="sd"> We use a callable class to be able to change the ``__repr__``.</span>
+<span class="g g-Whitespace">     </span><span class="mi">98</span><span class="sd"> &quot;&quot;&quot;</span>
+<span class="g g-Whitespace">     </span><span class="mi">99</span> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">type</span><span class="p">):</span>
+<span class="ne">--&gt; </span><span class="mi">100</span>     <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span>
+<span class="g g-Whitespace">    </span><span class="mi">101</span>         <span class="s2">&quot;&#39;</span><span class="si">{name}</span><span class="s2">&#39; must be </span><span class="si">{type!r}</span><span class="s2"> (got </span><span class="si">{value!r}</span><span class="s2"> that is a &quot;</span>
+<span class="g g-Whitespace">    </span><span class="mi">102</span>         <span class="s2">&quot;</span><span class="si">{actual!r}</span><span class="s2">).&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span>
+<span class="g g-Whitespace">    </span><span class="mi">103</span>             <span class="n">name</span><span class="o">=</span><span class="n">attr</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">104</span>             <span class="nb">type</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">type</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">105</span>             <span class="n">actual</span><span class="o">=</span><span class="n">value</span><span class="o">.</span><span class="vm">__class__</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">106</span>             <span class="n">value</span><span class="o">=</span><span class="n">value</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">107</span>         <span class="p">),</span>
+<span class="g g-Whitespace">    </span><span class="mi">108</span>         <span class="n">attr</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">109</span>         <span class="bp">self</span><span class="o">.</span><span class="n">type</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">110</span>         <span class="n">value</span><span class="p">,</span>
+<span class="g g-Whitespace">    </span><span class="mi">111</span>     <span class="p">)</span>
+
+<span class="ne">TypeError</span>: (&quot;&#39;rng&#39; must be &lt;class &#39;numpy.random._generator.Generator&#39;&gt; (got &lt;member &#39;random_generator&#39; of &#39;Simulation&#39; objects&gt; that is a &lt;class &#39;member_descriptor&#39;&gt;).&quot;, Attribute(name=&#39;rng&#39;, default=NOTHING, validator=&lt;instance_of validator for type &lt;class &#39;numpy.random._generator.Generator&#39;&gt;&gt;, repr=True, eq=True, eq_key=None, order=True, order_key=None, hash=None, init=True, metadata=mappingproxy({}), type=&#39;np.random._generator.Generator&#39;, converter=None, kw_only=False, inherited=False, on_setattr=None, alias=&#39;rng&#39;), &lt;class &#39;numpy.random._generator.Generator&#39;&gt;, &lt;member &#39;random_generator&#39; of &#39;Simulation&#39; objects&gt;)
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="option-2-simulation">
+<h3>Option 2: <code class="docutils literal notranslate"><span class="pre">Simulation()</span></code><a class="headerlink" href="#option-2-simulation" title="Permalink to this headline">#</a></h3>
+<p>Load the configuration file automatically given a library path and configuration file name.</p>
+<p>In this usage, the string “DINWOODIE” can be used because the <code class="docutils literal notranslate"><span class="pre">Simulation</span></code> class knows
+to look for this library mapping, as well as the “IEA_26” mapping for the two validation
+cases that we demonstrate in the examples folder.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>In Option 2, the config parameter can also be set with a dictionary.</p>
+<p>The library path in the configuration file should match the one provided, or the
+setup steps will fail in the simulation.</p>
+</div>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span>
+    <span class="n">library_path</span><span class="o">=</span><span class="s2">&quot;DINWOODIE&quot;</span><span class="p">,</span>  <span class="c1"># automatically directs to the provided library</span>
+    <span class="n">config</span><span class="o">=</span><span class="s2">&quot;base.yaml&quot;</span>
+<span class="p">)</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="seeding-the-simulation-random-variable">
+<h3>Seeding the simulation random variable<a class="headerlink" href="#seeding-the-simulation-random-variable" title="Permalink to this headline">#</a></h3>
+<p>Using <code class="docutils literal notranslate"><span class="pre">random_seed</span></code> a simulation can be seeded to produce the same results every single
+time, or a <code class="docutils literal notranslate"><span class="pre">random_generator</span></code> can be provided to use the same generator for a batch of
+identical simulations to better understand the variations in results.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span>
+    <span class="n">library_path</span><span class="o">=</span><span class="s2">&quot;DINWOODIE&quot;</span><span class="p">,</span>  <span class="c1"># automatically directs to the provided library</span>
+    <span class="n">config</span><span class="o">=</span><span class="s2">&quot;base.yaml&quot;</span><span class="p">,</span>
+    <span class="n">random_seed</span><span class="o">=</span><span class="mi">2023</span><span class="p">,</span>  <span class="c1"># integer value indicating how to seed the internally-created generator</span>
+<span class="p">)</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+
+<span class="n">rng</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">default_rng</span><span class="p">(</span><span class="n">seed</span><span class="o">=</span><span class="mi">2023</span><span class="p">)</span>  <span class="c1"># create the generator</span>
+<span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span>
+    <span class="n">library_path</span><span class="o">=</span><span class="s2">&quot;DINWOODIE&quot;</span><span class="p">,</span>  <span class="c1"># automatically directs to the provided library</span>
+    <span class="n">config</span><span class="o">=</span><span class="s2">&quot;base.yaml&quot;</span><span class="p">,</span>
+    <span class="n">random_generator</span><span class="o">=</span><span class="n">rng</span><span class="p">,</span>  <span class="c1"># generator that can be shared among all processes</span>
+<span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+</section>
+<section id="run-the-analysis">
+<h2>Run the analysis<a class="headerlink" href="#run-the-analysis" title="Permalink to this headline">#</a></h2>
+<p>When the run method is called, the default run time is for the full length of the
+simulation, however, if a shorter run than was previously designed is required for
+debugging, or something similar, we can use <code class="docutils literal notranslate"><span class="pre">sum.run(until=&lt;your-time&gt;)</span></code> to do this. In
+the <code class="docutils literal notranslate"><span class="pre">run</span></code> method, not only is the simulation run, but the metrics class is loaded at the
+end to quickly transition to results aggregation without any further code.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>It should be noted at this stage that a run time that isn’t divisible by 8760 (hours in
+a year), the run will fail if the SAM financial model is being used due to a mismatch
+with PySAM’s requirements and the model’s outputs. This will be worked
+out in later iterations to cap it to the correct number of hours (future feature) for an
+evenly divisible year.</p>
+<p>Users should also be careful of leap years because the PySAM model cannot handle them,
+though if Feb 29 is provided, it will be a part of the analysis and stripped out before
+being fed to PySAM, so no errors will occur.</p>
+</div>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Timing for a demonstration of performance</span>
+<span class="n">start</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+
+<span class="n">sim</span><span class="o">.</span><span class="n">run</span><span class="p">()</span>
+
+<span class="n">end</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+
+<span class="n">timing</span> <span class="o">=</span> <span class="n">end</span> <span class="o">-</span> <span class="n">start</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Run time: </span><span class="si">{</span><span class="n">timing</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="mi">60</span><span class="si">:</span><span class="s2">,.2f</span><span class="si">}</span><span class="s2"> minutes&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Run time: 1.26 minutes
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="metric-computation">
+<h2>Metric computation<a class="headerlink" href="#metric-computation" title="Permalink to this headline">#</a></h2>
+<p>For a more complete view of what metrics can be compiled, please see the <a class="reference internal" href="metrics_demonstration.html"><span class="doc std std-doc">metrics notebook</span></a>, though for the sake of demonstration a few methods will
+be shown here</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">net_cf</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;net&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">gross_cf</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;gross&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;  Net Capacity Factor: </span><span class="si">{</span><span class="n">net_cf</span><span class="si">:</span><span class="s2">2.1%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Gross Capacity Factor: </span><span class="si">{</span><span class="n">gross_cf</span><span class="si">:</span><span class="s2">2.1%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  Net Capacity Factor: 46.2%
+Gross Capacity Factor: 47.7%
+</pre></div>
+</div>
+</div>
+</div>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Report back a subset of the metrics</span>
+<span class="n">total</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;  Project time-based availability: </span><span class="si">{</span><span class="n">total</span><span class="o">.</span><span class="n">windfarm</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="si">:</span><span class="s2">.1%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+
+<span class="n">total</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">production_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Project energy-based availability: </span><span class="si">{</span><span class="n">total</span><span class="o">.</span><span class="n">windfarm</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="si">:</span><span class="s2">.1%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+
+<span class="n">total</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;          Project equipment costs: $</span><span class="si">{</span><span class="n">total</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">project_capacity</span><span class="si">:</span><span class="s2">,.2f</span><span class="si">}</span><span class="s2">/MW&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  Project time-based availability: 96.8%
+</pre></div>
+</div>
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Project energy-based availability: 96.9%
+          Project equipment costs: $433,521.02/MW
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="optional-delete-the-logging-files">
+<h2>Optional: Delete the logging files<a class="headerlink" href="#optional-delete-the-logging-files" title="Permalink to this headline">#</a></h2>
+<p>In the case that a lot of simulations are going to be run, and the processed outputs are all that is required, then there is a convenience method to cleanup these files automatically once you are done.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+</pre></div>
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+                <a class="reference internal" href="../index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
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+     Servicing Strategies
+    </a>
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+   <li class="toctree-l2">
+    <a class="reference internal" href="metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
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+    </div>
+    <nav id="bd-toc-nav" aria-label="Page">
+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#feature-overview">
+   Feature Overview
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#post-processing-and-the-simulation-api">
+     Post Processing and the Simulation API
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#environmental-considerations">
+     Environmental Considerations
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#system-and-subassembly-modeling">
+     System and Subassembly Modeling
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#repair-modeling">
+     Repair Modeling
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#examples-and-validation-work">
+   Examples and Validation Work
+  </a>
+ </li>
+</ul>
+
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+</div>
+    </div>
+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
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+                <h1>Reference</h1>
+                <!-- Table of contents -->
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+                            <h2> Contents </h2>
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+ <li class="toc-h2 nav-item toc-entry">
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+   Feature Overview
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#post-processing-and-the-simulation-api">
+     Post Processing and the Simulation API
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#environmental-considerations">
+     Environmental Considerations
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#system-and-subassembly-modeling">
+     System and Subassembly Modeling
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#repair-modeling">
+     Repair Modeling
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#examples-and-validation-work">
+   Examples and Validation Work
+  </a>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="reference">
+<h1>Reference<a class="headerlink" href="#reference" title="Permalink to this headline">#</a></h1>
+<p>This page provides an overview of what WOMBAT is currently able to model, broken down by
+general category. Following this, there are separate pages for how this is done as
+demonstrated through example notebooks. To fully follow the particulars of each example,
+it is recommended to see how each model’s configuration files are composed.</p>
+<p>For thorough explanations of the design and implementation ethos of the model, please
+see our NREL Technical Report: <a class="reference external" href="https://www.osti.gov/biblio/1894867">https://www.osti.gov/biblio/1894867</a>, which was published
+alongside v0.5.1, so some functionality has been updated.</p>
+<section id="feature-overview">
+<h2>Feature Overview<a class="headerlink" href="#feature-overview" title="Permalink to this headline">#</a></h2>
+<p>For a complete and detailed description of the functionality provided in WOMBAT, it is
+recommended to read the API documentation. However, that is quite a task, so below is
+a short listing of the core functionality that WOMBAT can provide.</p>
+<section id="post-processing-and-the-simulation-api">
+<h3>Post Processing and the Simulation API<a class="headerlink" href="#post-processing-and-the-simulation-api" title="Permalink to this headline">#</a></h3>
+<ul class="simple">
+<li><p>The <a class="reference internal" href="../API/simulation_api.html#simulation-api"><span class="std std-doc"><code class="docutils literal notranslate"><span class="pre">Simulation</span></code> class</span></a> and its
+<a class="reference internal" href="../API/simulation_api.html#configuration"><span class="std std-doc"><code class="docutils literal notranslate"><span class="pre">Configuration</span></code></span></a> allow users unfamiliar with
+Python to run the simulation library with minimal code. This was the primary design
+choice for the model: to create a configuration-based model to enable users with nearly
+any level Python exposure.</p></li>
+<li><p>The <a class="reference internal" href="../API/simulation_api.html#metrics-computation"><span class="std std-doc"><code class="docutils literal notranslate"><span class="pre">Metrics</span></code></span></a> class provides a
+straightfoward interface for computing a wide variety of operational summary statistics
+from performance to wind power plant financials.</p></li>
+</ul>
+</section>
+<section id="environmental-considerations">
+<h3>Environmental Considerations<a class="headerlink" href="#environmental-considerations" title="Permalink to this headline">#</a></h3>
+<ul class="simple">
+<li><p>Windspeed (m/s) and wave height (m) for the duration of a simulation (user-provided,
+hourly profile)</p></li>
+<li><p>Reduced speed periods for animal migrations. This is primarily an offshore-focused
+feature, but can be defined at the simulation, port, or servicing equipment level
+using the following three variables: <code class="docutils literal notranslate"><span class="pre">reduced_speed_start</span></code>, <code class="docutils literal notranslate"><span class="pre">reduced_speed_end</span></code>, and
+<code class="docutils literal notranslate"><span class="pre">reduced_speed</span></code> (km/hr). This translates to a maximum speed of <code class="docutils literal notranslate"><span class="pre">reduced_speed</span></code> being
+enforced between the starting and ending dates each year of the simulation. For more
+details, see the documentation pages for the
+<a class="reference internal" href="../API/simulation.html#environment"><span class="std std-doc">environment</span></a>, <a class="reference internal" href="../API/simulation.html#port"><span class="std std-doc">port</span></a>,
+<a class="reference internal" href="../API/types.html#unscheduled-service-equipment"><span class="std std-doc">unshcheduled servicing equipment</span></a>, or
+<a class="reference internal" href="../API/types.html#scheduled-service-equipment"><span class="std std-doc">scheduled servicing equipment</span></a>.</p></li>
+<li><p>Prohibited operation periods. This dictates periods of time where a site or port may
+be inaccessible, or when a piece of servicing equipment should not be allowed to be
+mobilized/dispatched. Similar to the speed reduction periods, <code class="docutils literal notranslate"><span class="pre">non_operational_start</span></code>
+and <code class="docutils literal notranslate"><span class="pre">non_operational_end</span></code> dictate an annual date range for when servicing equipment
+can’t be active, or a port or the whole site is inaccessible. The same documenation
+pages as above can be referenced for more details.</p></li>
+</ul>
+</section>
+<section id="system-and-subassembly-modeling">
+<h3>System and Subassembly Modeling<a class="headerlink" href="#system-and-subassembly-modeling" title="Permalink to this headline">#</a></h3>
+<p>Each substation, turbine, and cable operate with the same core logic of
+<a class="reference internal" href="../API/types.html#maintenance-tasks"><span class="std std-doc">maintenance</span></a> and <a class="reference internal" href="../API/types.html#failures"><span class="std std-doc">failure</span></a>
+events. The following will break down the differences between each of these systems’
+modeling assumptions as well as the basic operations of the maintenance and failure models.</p>
+<ul class="simple">
+<li><p>Maintenance</p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>: based on a fixed number of days between an event</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code>: the percentage of degradation the triggering of this event
+cause</p></li>
+</ul>
+</li>
+<li><p>Failure</p>
+<ul>
+<li><p>Randomly samples from a Weibull distribution to determine the next failure</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code>: the percentage of degradation the triggering of this event
+cause</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">replacement</span></code>: if <code class="docutils literal notranslate"><span class="pre">True</span></code>, then all preceeding failures and maintenance tasks are
+cancelled and the time until the next event is reset because a replacement is
+required, otherwise, each successive failure is added to the repair queue</p></li>
+</ul>
+</li>
+<li><p>Commonalities between Substations, Turbines, and Cables</p>
+<ul>
+<li><p>Maintenance and Failures compose the actual “model”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">operating_level</span></code> provides the real degradation of a model, including if it is turned
+off for servicing</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">operating_level_wo_servicing</span></code> provides the operting level as if there were no
+ongoing operations to know the potential operating operating</p></li>
+</ul>
+</li>
+<li><p>Substations</p>
+<ul>
+<li><p>Any failure or maintenance with an <code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code> of 1 will turn off every
+upstream connected (and modeled) cable and turbine</p></li>
+<li><p>For subations that are connected by an export cable this, the upstream connections
+made from the export cable will not be considered upstream connections and therefore
+shutdown when a downstream substation has a failure</p></li>
+</ul>
+</li>
+<li><p>Array cables</p>
+<ul>
+<li><p>Similar to substations, any failure or maintenance with an <code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code> of
+1 will turn off every connected upstream cable and turbine on the same string</p></li>
+</ul>
+</li>
+<li><p>Export Cables</p>
+<ul>
+<li><p>Similar to array cables, any failure or maintenance with an <code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code> of
+1 will turn off every connected upstream substation and string of cable(s) and
+turbine(s)</p></li>
+<li><p>As noted in the substation section, export cables connecting substations act
+independently and not as a string of connected systems</p></li>
+<li><p>The final export cable connecting a substation to the interconnection point can
+however shut down the entire wind farm</p></li>
+</ul>
+</li>
+</ul>
+</section>
+<section id="repair-modeling">
+<h3>Repair Modeling<a class="headerlink" href="#repair-modeling" title="Permalink to this headline">#</a></h3>
+<ul class="simple">
+<li><p>Repair Management: see <a class="reference internal" href="../API/simulation.html#repair-management"><span class="std std-doc">here</span></a> for complete details</p>
+<ul>
+<li><p>Generally, repairs and maintenance tasks operate on a first-in, first-out basis with
+higher severity level <code class="docutils literal notranslate"><span class="pre">Maintenance.level</span></code> and <code class="docutils literal notranslate"><span class="pre">Failure.level</span></code> being addressed first.</p></li>
+<li><p>Servicing equipment, however, can specify if they operate on a “severity” or “turbine”
+basis that prioritizes focusing on either the highest serverity level first, or
+a single system first, respectively.</p></li>
+</ul>
+</li>
+<li><p>Servicing Equipment: see <a class="reference internal" href="../API/simulation.html#servicing-equipment"><span class="std std-doc">here</span></a> for complete details</p>
+<ul>
+<li><p>Can either be modeled on a scheduled basis, such as a year-round schedule for onsite
+equipment or equipment with an annual visit schedule during safe weather, or on
+an unscheduled basis with a threshold for number of submitted repair requests or
+farm operating level.</p></li>
+<li><p>Mobilizations can be modeled with a fixed number of days to get to site and a flat
+cost for both scheduled and unscheduled servicing equipment. For scheduled equipment,
+the mobilization is scheduled so that the equipment arrives at the site for the
+start of it’s first scheduled day.</p></li>
+<li><p>A wide range of generalized capabilities can be specified for various modeling
+scenarios.</p>
+<ul>
+<li><p>RMT: remote (no actual equipment BUT no special implementation)</p></li>
+<li><p>DRN: drone</p></li>
+<li><p>CTV: crew transfer vessel/vehicle</p></li>
+<li><p>SCN: small crane (i.e., field support vessel)</p></li>
+<li><p>LCN: large crane (i.e., heavy lift vessel)</p></li>
+<li><p>CAB: cabling vessel/vehicle</p></li>
+<li><p>DSV: diving support vessel</p></li>
+</ul>
+</li>
+<li><p>Operating limits can be applied for both transiting and repair logic to ensure site
+safety is considered in the model.</p></li>
+</ul>
+</li>
+<li><p>Ports</p>
+<ul>
+<li><p>Currently only used for tow-to-port repairs or tugboat based repairs, which adds the
+following additional capabilities:</p>
+<ul>
+<li><p>TOW: tugboat or towing equipment</p></li>
+<li><p>AHV: anchor handling vessel (tugboat that doesn’t trigger tow-to-port)</p></li>
+</ul>
+</li>
+<li><p>See the <a class="reference internal" href="../API/simulation.html#port"><span class="std std-doc">API docs</span></a> for more details</p></li>
+</ul>
+</li>
+</ul>
+</section>
+</section>
+<section id="examples-and-validation-work">
+<h2>Examples and Validation Work<a class="headerlink" href="#examples-and-validation-work" title="Permalink to this headline">#</a></h2>
+<p><a class="reference external" href="https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples"><img alt="Binder" src="https://mybinder.org/badge_logo.svg" /></a></p>
+<p>Below are a few examples to get started, for users interested in the validation work in
+the <a class="reference internal" href="../presentations.html#code-to-code-comparison"><span class="std std-doc">code-to-code comparison presentations</span></a>,
+the notebooks generating <a class="reference external" href="https://github.com/WISDEM/WOMBAT/examples/">the most up-to-date results can be found in the main repository</a>, where there is a separate analysis
+for the
+<a class="reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/examples/dinwoodie_validation.ipynb">Dinwoodie, et. al, 2015 comparison</a>,
+and for the <a class="reference external" href="https://github.com/WISDEM/blob/main/WOMBAT/examples/iea_26_validation.ipynb">IEA Task 26, 2016 comparison</a>.</p>
+<div class="toctree-wrapper compound">
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="how_to.html">How To Use WOMBAT</a></li>
+<li class="toctree-l1"><a class="reference internal" href="strategy_demonstration.html">Servicing Strategies</a></li>
+<li class="toctree-l1"><a class="reference internal" href="metrics_demonstration.html">Demonstration of the Available Metrics</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples_reference.html">Examples Reference</a></li>
+</ul>
+</div>
+</section>
+</section>
+
+
+              </div>
+              
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diff --git a/examples/metrics_demonstration.html b/examples/metrics_demonstration.html
new file mode 100644
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+      
+      
+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
+      
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+</div><form class="bd-search d-flex align-items-center" action="../search.html" method="get">
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+            <li class="toctree-l1">
+                <a class="reference internal" href="../index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="../install.html">
+   Installation
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="../presentations.html">
+   Presentations and Publications
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="../team.html">
+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
+</p>
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+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2 current active">
+    <a class="current reference internal" href="#">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples_reference.html">
+     Examples Reference
+    </a>
+   </li>
+  </ul>
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+    </a>
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+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#table-of-contents">
+   Table of Contents
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#setup">
+   Setup
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#common-parameter-explanations">
+   Common Parameter Explanations
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#frequency">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       frequency
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#by">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       by
+      </span>
+     </code>
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#availability">
+   Availability
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#capacity-factor">
+   Capacity Factor
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#task-completion-rate">
+   Task Completion Rate
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#equipment-costs">
+   Equipment Costs
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#service-equipment-utilization-rate">
+   Service Equipment Utilization Rate
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#vessel-crew-hours-at-sea">
+   Vessel-Crew Hours at Sea
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#number-of-tows">
+   Number of Tows
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#labor-costs">
+   Labor Costs
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#equipment-and-labor-costs">
+   Equipment and Labor Costs
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#emissions">
+   Emissions
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#component-costs">
+   Component Costs
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#fixed-cost-impacts">
+   Fixed Cost Impacts
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#opex">
+   OpEx
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#process-times">
+   Process Times
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#power-production">
+   Power Production
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#net-present-value">
+   Net Present Value
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#pysam-powered-results">
+   PySAM-Powered Results
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#net-present-value-npv">
+     Net Present Value (NPV)
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#real-levelized-cost-of-energy-lcoe">
+     Real Levelized Cost of Energy (LCOE)
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#nominal-levelized-cost-of-energy-lcoe">
+     Nominal Levelized Cost of Energy (LCOE)
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#after-tax-internal-return-rate-irr">
+     After-tax Internal Return Rate (IRR)
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#combined-pysam-outputs">
+     Combined PySAM Outputs
+    </a>
+   </li>
+  </ul>
+ </li>
+</ul>
+
+    </nav>
+</div>
+    </div>
+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
+            <div id="jb-print-docs-body" class="onlyprint">
+                <h1>Demonstration of the Available Metrics</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#table-of-contents">
+   Table of Contents
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#setup">
+   Setup
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#common-parameter-explanations">
+   Common Parameter Explanations
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#frequency">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       frequency
+      </span>
+     </code>
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#by">
+     <code class="docutils literal notranslate">
+      <span class="pre">
+       by
+      </span>
+     </code>
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#availability">
+   Availability
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#capacity-factor">
+   Capacity Factor
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#task-completion-rate">
+   Task Completion Rate
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#equipment-costs">
+   Equipment Costs
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#service-equipment-utilization-rate">
+   Service Equipment Utilization Rate
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#vessel-crew-hours-at-sea">
+   Vessel-Crew Hours at Sea
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#number-of-tows">
+   Number of Tows
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#labor-costs">
+   Labor Costs
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#equipment-and-labor-costs">
+   Equipment and Labor Costs
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#emissions">
+   Emissions
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#component-costs">
+   Component Costs
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#fixed-cost-impacts">
+   Fixed Cost Impacts
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#opex">
+   OpEx
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#process-times">
+   Process Times
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#power-production">
+   Power Production
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#net-present-value">
+   Net Present Value
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#pysam-powered-results">
+   PySAM-Powered Results
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#net-present-value-npv">
+     Net Present Value (NPV)
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#real-levelized-cost-of-energy-lcoe">
+     Real Levelized Cost of Energy (LCOE)
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#nominal-levelized-cost-of-energy-lcoe">
+     Nominal Levelized Cost of Energy (LCOE)
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#after-tax-internal-return-rate-irr">
+     After-tax Internal Return Rate (IRR)
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#combined-pysam-outputs">
+     Combined PySAM Outputs
+    </a>
+   </li>
+  </ul>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="demonstration-of-the-available-metrics">
+<h1>Demonstration of the Available Metrics<a class="headerlink" href="#demonstration-of-the-available-metrics" title="Permalink to this headline">#</a></h1>
+<p>For a complete list of metrics and their documentation, please see the API Metrics <a class="reference internal" href="../API/simulation_api.html#metrics-computation"><span class="std std-doc">documentation</span></a>.</p>
+<p>This demonstration will rely on the results produced in the “How To” notebook and serves as an extension of the API documentation to show what the results will look like depending on what inputs are provided.</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">pprint</span> <span class="kn">import</span> <span class="n">pprint</span>
+<span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">partial</span>
+
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">from</span> <span class="nn">pandas.io.formats.style</span> <span class="kn">import</span> <span class="n">Styler</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="n">Simulation</span><span class="p">,</span> <span class="n">Metrics</span>
+
+<span class="c1"># Clean up the aesthetics for the pandas outputs</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_rows&quot;</span><span class="p">,</span> <span class="mi">30</span><span class="p">)</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_columns&quot;</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
+<span class="n">style</span> <span class="o">=</span> <span class="n">partial</span><span class="p">(</span>
+  <span class="n">Styler</span><span class="p">,</span>
+  <span class="n">table_attributes</span><span class="o">=</span><span class="s1">&#39;style=&quot;font-size: 14px; grid-column-count: 6&quot;&#39;</span><span class="p">,</span>
+  <span class="n">precision</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
+  <span class="n">thousands</span><span class="o">=</span><span class="s2">&quot;,&quot;</span><span class="p">,</span>
+<span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+<section id="table-of-contents">
+<h2>Table of Contents<a class="headerlink" href="#table-of-contents" title="Permalink to this headline">#</a></h2>
+<p>Below is a list of top-level sections to demonstrate how to use WOMBAT’s <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> class methods and an explanation of each individual metric.</p>
+<p>If you don’t see a metric or result computation that is core to your work, please submit
+an <a class="reference external" href="https://github.com/WISDEM/WOMBAT/issues/new">issue</a> with details on what the metric
+is, and how it should be computed.</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#id1"><span class="std std-doc">Setup</span></a>: Running a simulation to gather the results</p></li>
+<li><p><a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">Common Parameters</span></a>: Explanation of frequently used parameter settings</p></li>
+<li><p><a class="reference internal" href="#availability"><span class="std std-doc">Availability</span></a>: Time-based and energy-based availability</p></li>
+<li><p><a class="reference internal" href="#capacity-factor"><span class="std std-doc">Capacity Factor</span></a>: Gross and net capacity factor</p></li>
+<li><p><a class="reference internal" href="#task-completion-rate"><span class="std std-doc">Task Completion Rate</span></a>: Task completion metrics</p></li>
+<li><p><a class="reference internal" href="#equipment-costs"><span class="std std-doc">Equipment Costs</span></a>: Cost breakdowns by servicing equipment</p></li>
+<li><p><a class="reference internal" href="#service-equipment-utilization-rate"><span class="std std-doc">Service Equipment Utilization Rate</span></a>: Utilization of servicing equipment</p></li>
+<li><p><a class="reference internal" href="#vessel-crew-hours-at-sea"><span class="std std-doc">Vessel-Crew Hours at Sea</span></a>: Number of crew or vessel hours spent at sea</p></li>
+<li><p><a class="reference internal" href="#number-of-tows"><span class="std std-doc">Number of Tows</span></a>: Number of tows breakdowns</p></li>
+<li><p><a class="reference internal" href="#labor-costs"><span class="std std-doc">Labor Costs</span></a>: Breakdown of labor costs</p></li>
+<li><p><a class="reference internal" href="#equipment-and-labor-costs"><span class="std std-doc">Equipment and Labor Costs</span></a>: Combined servicing equipment and labor cost breakdown</p></li>
+<li><p><a class="reference internal" href="#emissions"><span class="std std-doc">Emissions</span></a>: Emissions of servicing equipment based on activity</p></li>
+<li><p><a class="reference internal" href="#component-costs"><span class="std std-doc">Component Costs</span></a>: Materials costs</p></li>
+<li><p><a class="reference internal" href="#fixed-cost-impacts"><span class="std std-doc">Fixed Cost Impacts</span></a>: Total fixed costs</p></li>
+<li><p><a class="reference internal" href="#opex"><span class="std std-doc">OpEx</span></a>: Project OpEx</p></li>
+<li><p><a class="reference internal" href="#process-times"><span class="std std-doc">Process Times</span></a>: Timing of various stages of repair and maintenance</p></li>
+<li><p><a class="reference internal" href="#power-production"><span class="std std-doc">Power Production</span></a>: Potential and actually produced power</p></li>
+<li><p><a class="reference internal" href="#net-present-value"><span class="std std-doc">Net Present Value</span></a>: Project NPV calculator</p></li>
+<li><p><a class="reference internal" href="#pysam-powered-results"><span class="std std-doc">PySAM-Powered Results</span></a>: PySAM results, if configuration is provided–currently unavailable</p></li>
+</ul>
+</section>
+<section id="setup">
+<span id="id1"></span><h2>Setup<a class="headerlink" href="#setup" title="Permalink to this headline">#</a></h2>
+<p>The simulations from the How To notebook are going to be rerun as it is not recommended to create a Metrics class from scratch due to the
+large number of inputs that are required and the initialization is provided in the simulation API’s run method.</p>
+<p>To simplify this process, a feature has been added to save the simulation outputs required to generate the Metrics inputs and a method to reload those outputs as inputs.</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span><span class="s2">&quot;DINWOODIE&quot;</span><span class="p">,</span> <span class="s2">&quot;base.yaml&quot;</span><span class="p">)</span>
+
+<span class="c1"># Both of these parameters are True by default for convenience</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">create_metrics</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">save_metrics_inputs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+<span class="c1"># Load the metrics data</span>
+<span class="n">fpath</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">metrics_input_fname</span><span class="o">.</span><span class="n">parent</span>
+<span class="n">fname</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">metrics_input_fname</span><span class="o">.</span><span class="n">name</span>
+<span class="n">metrics</span> <span class="o">=</span> <span class="n">Metrics</span><span class="o">.</span><span class="n">from_simulation_outputs</span><span class="p">(</span><span class="n">fpath</span><span class="p">,</span> <span class="n">fname</span><span class="p">)</span>
+
+<span class="c1"># Delete the log files now that they&#39;re loaded in</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+
+<span class="c1"># Alternatively, in this case because the simulation was run, we can use the</span>
+<span class="c1"># following for convenience convenience only</span>
+<span class="n">metrics</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="common-parameter-explanations">
+<h2>Common Parameter Explanations<a class="headerlink" href="#common-parameter-explanations" title="Permalink to this headline">#</a></h2>
+<p>Before diving into each and every metric, and how they can be customized, it is is worth noting some of the most common parameters used throughout, and their meanings to reduce redundancy. The varying output forms are demonstrated in the <a class="reference internal" href="#availability"><span class="std std-doc">availability</span></a> section below.</p>
+<section id="frequency">
+<h3><code class="docutils literal notranslate"><span class="pre">frequency</span></code><a class="headerlink" href="#frequency" title="Permalink to this headline">#</a></h3>
+<dl class="simple myst">
+<dt>project</dt><dd><p>Computed across the whole simulation, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having an empty index.</p>
+</dd>
+<dt>annual</dt><dd><p>Summary of each year in the simulation, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having “year” as the index.</p>
+</dd>
+<dt>monthly</dt><dd><p>Summary of each month of the year, aggregated across years, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having “month” as the index.</p>
+</dd>
+<dt>month-year</dt><dd><p>computed on a month-by-year basis, producing the results for every month of the simulation, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having “year” and “month” as the index.</p>
+</dd>
+</dl>
+</section>
+<section id="by">
+<h3><code class="docutils literal notranslate"><span class="pre">by</span></code><a class="headerlink" href="#by" title="Permalink to this headline">#</a></h3>
+<dl class="simple myst">
+<dt>windfarm</dt><dd><p>Aggregated across all turbines, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having only “windfarm” as a column</p>
+</dd>
+<dt>turbine</dt><dd><p>Computed for each turbine, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having a column for each turbine</p>
+</dd>
+</dl>
+</section>
+</section>
+<section id="availability">
+<h2>Availability<a class="headerlink" href="#availability" title="Permalink to this headline">#</a></h2>
+<p>There are two methods to produce availability, which have their own function calls:</p>
+<ul class="simple">
+<li><p>energy: actual power produced divided by potential power produced</p>
+<ul>
+<li><p><a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.production_based_availability" title="wombat.core.post_processor.Metrics.production_based_availability"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.production_based_availability()</span></code></a></p></li>
+</ul>
+</li>
+<li><p>time: The ratio of all non-zero hours to all hours in the simulation, or the proportion of the simulation where turbines are operating</p>
+<ul>
+<li><p><a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.time_based_availability" title="wombat.core.post_processor.Metrics.time_based_availability"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.time_based_availability()</span></code></a></p></li>
+</ul>
+</li>
+</ul>
+<p>Here, we will go through the various input definitions to get time-based availability data as both methods use the same inputs, and provide outputs in the same format.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a> options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a> options: “windfarm” and “turbine”</p></li>
+</ul>
+<p>Below is a demonstration of the variations on <code class="docutils literal notranslate"><span class="pre">frequency</span></code> and <code class="docutils literal notranslate"><span class="pre">by</span></code> for <code class="docutils literal notranslate"><span class="pre">time_based_availability</span></code>.</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_35d14" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_35d14_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_35d14_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_35d14_row0_col0" class="data row0 col0" >0.97</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">production_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_fe85a" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_fe85a_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_fe85a_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_fe85a_row0_col0" class="data row0 col0" >0.97</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<p>Note that in the two above examples, that the values are equal. This is due to the fact that the example simulation does not have any operating reduction applied to failures, unless it’s a catastrophic failure, so
+there is be no expected difference.</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Demonstrate the by turbine granularity</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;turbine&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_9dfa5" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_9dfa5_level0_col0" class="col_heading level0 col0" >S00T1</th>
+      <th id="T_9dfa5_level0_col1" class="col_heading level0 col1" >S00T2</th>
+      <th id="T_9dfa5_level0_col2" class="col_heading level0 col2" >S00T3</th>
+      <th id="T_9dfa5_level0_col3" class="col_heading level0 col3" >S00T4</th>
+      <th id="T_9dfa5_level0_col4" class="col_heading level0 col4" >S00T5</th>
+      <th id="T_9dfa5_level0_col5" class="col_heading level0 col5" >S00T6</th>
+      <th id="T_9dfa5_level0_col6" class="col_heading level0 col6" >S00T7</th>
+      <th id="T_9dfa5_level0_col7" class="col_heading level0 col7" >S00T8</th>
+      <th id="T_9dfa5_level0_col8" class="col_heading level0 col8" >S00T9</th>
+      <th id="T_9dfa5_level0_col9" class="col_heading level0 col9" >S00T10</th>
+      <th id="T_9dfa5_level0_col10" class="col_heading level0 col10" >S00T11</th>
+      <th id="T_9dfa5_level0_col11" class="col_heading level0 col11" >S00T12</th>
+      <th id="T_9dfa5_level0_col12" class="col_heading level0 col12" >S00T13</th>
+      <th id="T_9dfa5_level0_col13" class="col_heading level0 col13" >S00T14</th>
+      <th id="T_9dfa5_level0_col14" class="col_heading level0 col14" >S00T15</th>
+      <th id="T_9dfa5_level0_col15" class="col_heading level0 col15" >S00T16</th>
+      <th id="T_9dfa5_level0_col16" class="col_heading level0 col16" >S00T17</th>
+      <th id="T_9dfa5_level0_col17" class="col_heading level0 col17" >S00T18</th>
+      <th id="T_9dfa5_level0_col18" class="col_heading level0 col18" >S00T19</th>
+      <th id="T_9dfa5_level0_col19" class="col_heading level0 col19" >S00T20</th>
+      <th id="T_9dfa5_level0_col20" class="col_heading level0 col20" >S00T21</th>
+      <th id="T_9dfa5_level0_col21" class="col_heading level0 col21" >S00T22</th>
+      <th id="T_9dfa5_level0_col22" class="col_heading level0 col22" >S00T23</th>
+      <th id="T_9dfa5_level0_col23" class="col_heading level0 col23" >S00T24</th>
+      <th id="T_9dfa5_level0_col24" class="col_heading level0 col24" >S00T25</th>
+      <th id="T_9dfa5_level0_col25" class="col_heading level0 col25" >S00T26</th>
+      <th id="T_9dfa5_level0_col26" class="col_heading level0 col26" >S00T27</th>
+      <th id="T_9dfa5_level0_col27" class="col_heading level0 col27" >S00T28</th>
+      <th id="T_9dfa5_level0_col28" class="col_heading level0 col28" >S00T29</th>
+      <th id="T_9dfa5_level0_col29" class="col_heading level0 col29" >S00T30</th>
+      <th id="T_9dfa5_level0_col30" class="col_heading level0 col30" >S00T31</th>
+      <th id="T_9dfa5_level0_col31" class="col_heading level0 col31" >S00T32</th>
+      <th id="T_9dfa5_level0_col32" class="col_heading level0 col32" >S00T33</th>
+      <th id="T_9dfa5_level0_col33" class="col_heading level0 col33" >S00T34</th>
+      <th id="T_9dfa5_level0_col34" class="col_heading level0 col34" >S00T35</th>
+      <th id="T_9dfa5_level0_col35" class="col_heading level0 col35" >S00T36</th>
+      <th id="T_9dfa5_level0_col36" class="col_heading level0 col36" >S00T37</th>
+      <th id="T_9dfa5_level0_col37" class="col_heading level0 col37" >S00T38</th>
+      <th id="T_9dfa5_level0_col38" class="col_heading level0 col38" >S00T39</th>
+      <th id="T_9dfa5_level0_col39" class="col_heading level0 col39" >S00T40</th>
+      <th id="T_9dfa5_level0_col40" class="col_heading level0 col40" >S00T41</th>
+      <th id="T_9dfa5_level0_col41" class="col_heading level0 col41" >S00T42</th>
+      <th id="T_9dfa5_level0_col42" class="col_heading level0 col42" >S00T43</th>
+      <th id="T_9dfa5_level0_col43" class="col_heading level0 col43" >S00T44</th>
+      <th id="T_9dfa5_level0_col44" class="col_heading level0 col44" >S00T45</th>
+      <th id="T_9dfa5_level0_col45" class="col_heading level0 col45" >S00T46</th>
+      <th id="T_9dfa5_level0_col46" class="col_heading level0 col46" >S00T47</th>
+      <th id="T_9dfa5_level0_col47" class="col_heading level0 col47" >S00T48</th>
+      <th id="T_9dfa5_level0_col48" class="col_heading level0 col48" >S00T49</th>
+      <th id="T_9dfa5_level0_col49" class="col_heading level0 col49" >S00T50</th>
+      <th id="T_9dfa5_level0_col50" class="col_heading level0 col50" >S00T51</th>
+      <th id="T_9dfa5_level0_col51" class="col_heading level0 col51" >S00T52</th>
+      <th id="T_9dfa5_level0_col52" class="col_heading level0 col52" >S00T53</th>
+      <th id="T_9dfa5_level0_col53" class="col_heading level0 col53" >S00T54</th>
+      <th id="T_9dfa5_level0_col54" class="col_heading level0 col54" >S00T55</th>
+      <th id="T_9dfa5_level0_col55" class="col_heading level0 col55" >S00T56</th>
+      <th id="T_9dfa5_level0_col56" class="col_heading level0 col56" >S00T57</th>
+      <th id="T_9dfa5_level0_col57" class="col_heading level0 col57" >S00T58</th>
+      <th id="T_9dfa5_level0_col58" class="col_heading level0 col58" >S00T59</th>
+      <th id="T_9dfa5_level0_col59" class="col_heading level0 col59" >S00T60</th>
+      <th id="T_9dfa5_level0_col60" class="col_heading level0 col60" >S00T61</th>
+      <th id="T_9dfa5_level0_col61" class="col_heading level0 col61" >S00T62</th>
+      <th id="T_9dfa5_level0_col62" class="col_heading level0 col62" >S00T63</th>
+      <th id="T_9dfa5_level0_col63" class="col_heading level0 col63" >S00T64</th>
+      <th id="T_9dfa5_level0_col64" class="col_heading level0 col64" >S00T65</th>
+      <th id="T_9dfa5_level0_col65" class="col_heading level0 col65" >S00T66</th>
+      <th id="T_9dfa5_level0_col66" class="col_heading level0 col66" >S00T67</th>
+      <th id="T_9dfa5_level0_col67" class="col_heading level0 col67" >S00T68</th>
+      <th id="T_9dfa5_level0_col68" class="col_heading level0 col68" >S00T69</th>
+      <th id="T_9dfa5_level0_col69" class="col_heading level0 col69" >S00T70</th>
+      <th id="T_9dfa5_level0_col70" class="col_heading level0 col70" >S00T71</th>
+      <th id="T_9dfa5_level0_col71" class="col_heading level0 col71" >S00T72</th>
+      <th id="T_9dfa5_level0_col72" class="col_heading level0 col72" >S00T73</th>
+      <th id="T_9dfa5_level0_col73" class="col_heading level0 col73" >S00T74</th>
+      <th id="T_9dfa5_level0_col74" class="col_heading level0 col74" >S00T75</th>
+      <th id="T_9dfa5_level0_col75" class="col_heading level0 col75" >S00T76</th>
+      <th id="T_9dfa5_level0_col76" class="col_heading level0 col76" >S00T77</th>
+      <th id="T_9dfa5_level0_col77" class="col_heading level0 col77" >S00T78</th>
+      <th id="T_9dfa5_level0_col78" class="col_heading level0 col78" >S00T79</th>
+      <th id="T_9dfa5_level0_col79" class="col_heading level0 col79" >S00T80</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_9dfa5_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_9dfa5_row0_col0" class="data row0 col0" >0.98</td>
+      <td id="T_9dfa5_row0_col1" class="data row0 col1" >0.97</td>
+      <td id="T_9dfa5_row0_col2" class="data row0 col2" >0.97</td>
+      <td id="T_9dfa5_row0_col3" class="data row0 col3" >0.97</td>
+      <td id="T_9dfa5_row0_col4" class="data row0 col4" >0.97</td>
+      <td id="T_9dfa5_row0_col5" class="data row0 col5" >0.95</td>
+      <td id="T_9dfa5_row0_col6" class="data row0 col6" >0.97</td>
+      <td id="T_9dfa5_row0_col7" class="data row0 col7" >0.97</td>
+      <td id="T_9dfa5_row0_col8" class="data row0 col8" >0.97</td>
+      <td id="T_9dfa5_row0_col9" class="data row0 col9" >0.96</td>
+      <td id="T_9dfa5_row0_col10" class="data row0 col10" >0.97</td>
+      <td id="T_9dfa5_row0_col11" class="data row0 col11" >0.95</td>
+      <td id="T_9dfa5_row0_col12" class="data row0 col12" >0.97</td>
+      <td id="T_9dfa5_row0_col13" class="data row0 col13" >0.97</td>
+      <td id="T_9dfa5_row0_col14" class="data row0 col14" >0.98</td>
+      <td id="T_9dfa5_row0_col15" class="data row0 col15" >0.97</td>
+      <td id="T_9dfa5_row0_col16" class="data row0 col16" >0.97</td>
+      <td id="T_9dfa5_row0_col17" class="data row0 col17" >0.96</td>
+      <td id="T_9dfa5_row0_col18" class="data row0 col18" >0.97</td>
+      <td id="T_9dfa5_row0_col19" class="data row0 col19" >0.97</td>
+      <td id="T_9dfa5_row0_col20" class="data row0 col20" >0.97</td>
+      <td id="T_9dfa5_row0_col21" class="data row0 col21" >0.97</td>
+      <td id="T_9dfa5_row0_col22" class="data row0 col22" >0.97</td>
+      <td id="T_9dfa5_row0_col23" class="data row0 col23" >0.97</td>
+      <td id="T_9dfa5_row0_col24" class="data row0 col24" >0.97</td>
+      <td id="T_9dfa5_row0_col25" class="data row0 col25" >0.97</td>
+      <td id="T_9dfa5_row0_col26" class="data row0 col26" >0.95</td>
+      <td id="T_9dfa5_row0_col27" class="data row0 col27" >0.97</td>
+      <td id="T_9dfa5_row0_col28" class="data row0 col28" >0.97</td>
+      <td id="T_9dfa5_row0_col29" class="data row0 col29" >0.97</td>
+      <td id="T_9dfa5_row0_col30" class="data row0 col30" >0.96</td>
+      <td id="T_9dfa5_row0_col31" class="data row0 col31" >0.95</td>
+      <td id="T_9dfa5_row0_col32" class="data row0 col32" >0.97</td>
+      <td id="T_9dfa5_row0_col33" class="data row0 col33" >0.97</td>
+      <td id="T_9dfa5_row0_col34" class="data row0 col34" >0.97</td>
+      <td id="T_9dfa5_row0_col35" class="data row0 col35" >0.97</td>
+      <td id="T_9dfa5_row0_col36" class="data row0 col36" >0.97</td>
+      <td id="T_9dfa5_row0_col37" class="data row0 col37" >0.97</td>
+      <td id="T_9dfa5_row0_col38" class="data row0 col38" >0.97</td>
+      <td id="T_9dfa5_row0_col39" class="data row0 col39" >0.97</td>
+      <td id="T_9dfa5_row0_col40" class="data row0 col40" >0.97</td>
+      <td id="T_9dfa5_row0_col41" class="data row0 col41" >0.97</td>
+      <td id="T_9dfa5_row0_col42" class="data row0 col42" >0.97</td>
+      <td id="T_9dfa5_row0_col43" class="data row0 col43" >0.97</td>
+      <td id="T_9dfa5_row0_col44" class="data row0 col44" >0.97</td>
+      <td id="T_9dfa5_row0_col45" class="data row0 col45" >0.96</td>
+      <td id="T_9dfa5_row0_col46" class="data row0 col46" >0.97</td>
+      <td id="T_9dfa5_row0_col47" class="data row0 col47" >0.97</td>
+      <td id="T_9dfa5_row0_col48" class="data row0 col48" >0.97</td>
+      <td id="T_9dfa5_row0_col49" class="data row0 col49" >0.97</td>
+      <td id="T_9dfa5_row0_col50" class="data row0 col50" >0.97</td>
+      <td id="T_9dfa5_row0_col51" class="data row0 col51" >0.97</td>
+      <td id="T_9dfa5_row0_col52" class="data row0 col52" >0.97</td>
+      <td id="T_9dfa5_row0_col53" class="data row0 col53" >0.95</td>
+      <td id="T_9dfa5_row0_col54" class="data row0 col54" >0.97</td>
+      <td id="T_9dfa5_row0_col55" class="data row0 col55" >0.96</td>
+      <td id="T_9dfa5_row0_col56" class="data row0 col56" >0.97</td>
+      <td id="T_9dfa5_row0_col57" class="data row0 col57" >0.97</td>
+      <td id="T_9dfa5_row0_col58" class="data row0 col58" >0.97</td>
+      <td id="T_9dfa5_row0_col59" class="data row0 col59" >0.96</td>
+      <td id="T_9dfa5_row0_col60" class="data row0 col60" >0.95</td>
+      <td id="T_9dfa5_row0_col61" class="data row0 col61" >0.97</td>
+      <td id="T_9dfa5_row0_col62" class="data row0 col62" >0.98</td>
+      <td id="T_9dfa5_row0_col63" class="data row0 col63" >0.97</td>
+      <td id="T_9dfa5_row0_col64" class="data row0 col64" >0.97</td>
+      <td id="T_9dfa5_row0_col65" class="data row0 col65" >0.97</td>
+      <td id="T_9dfa5_row0_col66" class="data row0 col66" >0.97</td>
+      <td id="T_9dfa5_row0_col67" class="data row0 col67" >0.97</td>
+      <td id="T_9dfa5_row0_col68" class="data row0 col68" >0.97</td>
+      <td id="T_9dfa5_row0_col69" class="data row0 col69" >0.97</td>
+      <td id="T_9dfa5_row0_col70" class="data row0 col70" >0.97</td>
+      <td id="T_9dfa5_row0_col71" class="data row0 col71" >0.95</td>
+      <td id="T_9dfa5_row0_col72" class="data row0 col72" >0.97</td>
+      <td id="T_9dfa5_row0_col73" class="data row0 col73" >0.95</td>
+      <td id="T_9dfa5_row0_col74" class="data row0 col74" >0.97</td>
+      <td id="T_9dfa5_row0_col75" class="data row0 col75" >0.97</td>
+      <td id="T_9dfa5_row0_col76" class="data row0 col76" >0.97</td>
+      <td id="T_9dfa5_row0_col77" class="data row0 col77" >0.97</td>
+      <td id="T_9dfa5_row0_col78" class="data row0 col78" >0.96</td>
+      <td id="T_9dfa5_row0_col79" class="data row0 col79" >0.95</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Demonstrate the annualized outputs</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;annual&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_d044d" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_d044d_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_d044d_level0_row0" class="row_heading level0 row0" >2003</th>
+      <td id="T_d044d_row0_col0" class="data row0 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_d044d_level0_row1" class="row_heading level0 row1" >2004</th>
+      <td id="T_d044d_row1_col0" class="data row1 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_d044d_level0_row2" class="row_heading level0 row2" >2005</th>
+      <td id="T_d044d_row2_col0" class="data row2 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_d044d_level0_row3" class="row_heading level0 row3" >2006</th>
+      <td id="T_d044d_row3_col0" class="data row3 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_d044d_level0_row4" class="row_heading level0 row4" >2007</th>
+      <td id="T_d044d_row4_col0" class="data row4 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_d044d_level0_row5" class="row_heading level0 row5" >2008</th>
+      <td id="T_d044d_row5_col0" class="data row5 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_d044d_level0_row6" class="row_heading level0 row6" >2009</th>
+      <td id="T_d044d_row6_col0" class="data row6 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_d044d_level0_row7" class="row_heading level0 row7" >2010</th>
+      <td id="T_d044d_row7_col0" class="data row7 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_d044d_level0_row8" class="row_heading level0 row8" >2011</th>
+      <td id="T_d044d_row8_col0" class="data row8 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_d044d_level0_row9" class="row_heading level0 row9" >2012</th>
+      <td id="T_d044d_row9_col0" class="data row9 col0" >0.97</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Demonstrate the month aggregations</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;monthly&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_4bdf8" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_4bdf8_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >month</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_4bdf8_level0_row0" class="row_heading level0 row0" >1</th>
+      <td id="T_4bdf8_row0_col0" class="data row0 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row1" class="row_heading level0 row1" >2</th>
+      <td id="T_4bdf8_row1_col0" class="data row1 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row2" class="row_heading level0 row2" >3</th>
+      <td id="T_4bdf8_row2_col0" class="data row2 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row3" class="row_heading level0 row3" >4</th>
+      <td id="T_4bdf8_row3_col0" class="data row3 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row4" class="row_heading level0 row4" >5</th>
+      <td id="T_4bdf8_row4_col0" class="data row4 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row5" class="row_heading level0 row5" >6</th>
+      <td id="T_4bdf8_row5_col0" class="data row5 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row6" class="row_heading level0 row6" >7</th>
+      <td id="T_4bdf8_row6_col0" class="data row6 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row7" class="row_heading level0 row7" >8</th>
+      <td id="T_4bdf8_row7_col0" class="data row7 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row8" class="row_heading level0 row8" >9</th>
+      <td id="T_4bdf8_row8_col0" class="data row8 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row9" class="row_heading level0 row9" >10</th>
+      <td id="T_4bdf8_row9_col0" class="data row9 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row10" class="row_heading level0 row10" >11</th>
+      <td id="T_4bdf8_row10_col0" class="data row10 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_4bdf8_level0_row11" class="row_heading level0 row11" >12</th>
+      <td id="T_4bdf8_row11_col0" class="data row11 col0" >0.98</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Demonstrate the granular monthly reporting</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;month-year&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_76ba7" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank" >&nbsp;</th>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_76ba7_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="index_name level1" >month</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_76ba7_level0_row0" class="row_heading level0 row0" rowspan="12">2003</th>
+      <th id="T_76ba7_level1_row0" class="row_heading level1 row0" >1</th>
+      <td id="T_76ba7_row0_col0" class="data row0 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row1" class="row_heading level1 row1" >2</th>
+      <td id="T_76ba7_row1_col0" class="data row1 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row2" class="row_heading level1 row2" >3</th>
+      <td id="T_76ba7_row2_col0" class="data row2 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row3" class="row_heading level1 row3" >4</th>
+      <td id="T_76ba7_row3_col0" class="data row3 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row4" class="row_heading level1 row4" >5</th>
+      <td id="T_76ba7_row4_col0" class="data row4 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row5" class="row_heading level1 row5" >6</th>
+      <td id="T_76ba7_row5_col0" class="data row5 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row6" class="row_heading level1 row6" >7</th>
+      <td id="T_76ba7_row6_col0" class="data row6 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row7" class="row_heading level1 row7" >8</th>
+      <td id="T_76ba7_row7_col0" class="data row7 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row8" class="row_heading level1 row8" >9</th>
+      <td id="T_76ba7_row8_col0" class="data row8 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row9" class="row_heading level1 row9" >10</th>
+      <td id="T_76ba7_row9_col0" class="data row9 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row10" class="row_heading level1 row10" >11</th>
+      <td id="T_76ba7_row10_col0" class="data row10 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row11" class="row_heading level1 row11" >12</th>
+      <td id="T_76ba7_row11_col0" class="data row11 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level0_row12" class="row_heading level0 row12" rowspan="12">2004</th>
+      <th id="T_76ba7_level1_row12" class="row_heading level1 row12" >1</th>
+      <td id="T_76ba7_row12_col0" class="data row12 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row13" class="row_heading level1 row13" >2</th>
+      <td id="T_76ba7_row13_col0" class="data row13 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row14" class="row_heading level1 row14" >3</th>
+      <td id="T_76ba7_row14_col0" class="data row14 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row15" class="row_heading level1 row15" >4</th>
+      <td id="T_76ba7_row15_col0" class="data row15 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row16" class="row_heading level1 row16" >5</th>
+      <td id="T_76ba7_row16_col0" class="data row16 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row17" class="row_heading level1 row17" >6</th>
+      <td id="T_76ba7_row17_col0" class="data row17 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row18" class="row_heading level1 row18" >7</th>
+      <td id="T_76ba7_row18_col0" class="data row18 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row19" class="row_heading level1 row19" >8</th>
+      <td id="T_76ba7_row19_col0" class="data row19 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row20" class="row_heading level1 row20" >9</th>
+      <td id="T_76ba7_row20_col0" class="data row20 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row21" class="row_heading level1 row21" >10</th>
+      <td id="T_76ba7_row21_col0" class="data row21 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row22" class="row_heading level1 row22" >11</th>
+      <td id="T_76ba7_row22_col0" class="data row22 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row23" class="row_heading level1 row23" >12</th>
+      <td id="T_76ba7_row23_col0" class="data row23 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level0_row24" class="row_heading level0 row24" rowspan="12">2005</th>
+      <th id="T_76ba7_level1_row24" class="row_heading level1 row24" >1</th>
+      <td id="T_76ba7_row24_col0" class="data row24 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row25" class="row_heading level1 row25" >2</th>
+      <td id="T_76ba7_row25_col0" class="data row25 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row26" class="row_heading level1 row26" >3</th>
+      <td id="T_76ba7_row26_col0" class="data row26 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row27" class="row_heading level1 row27" >4</th>
+      <td id="T_76ba7_row27_col0" class="data row27 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row28" class="row_heading level1 row28" >5</th>
+      <td id="T_76ba7_row28_col0" class="data row28 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row29" class="row_heading level1 row29" >6</th>
+      <td id="T_76ba7_row29_col0" class="data row29 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row30" class="row_heading level1 row30" >7</th>
+      <td id="T_76ba7_row30_col0" class="data row30 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row31" class="row_heading level1 row31" >8</th>
+      <td id="T_76ba7_row31_col0" class="data row31 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row32" class="row_heading level1 row32" >9</th>
+      <td id="T_76ba7_row32_col0" class="data row32 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row33" class="row_heading level1 row33" >10</th>
+      <td id="T_76ba7_row33_col0" class="data row33 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row34" class="row_heading level1 row34" >11</th>
+      <td id="T_76ba7_row34_col0" class="data row34 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row35" class="row_heading level1 row35" >12</th>
+      <td id="T_76ba7_row35_col0" class="data row35 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level0_row36" class="row_heading level0 row36" rowspan="12">2006</th>
+      <th id="T_76ba7_level1_row36" class="row_heading level1 row36" >1</th>
+      <td id="T_76ba7_row36_col0" class="data row36 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row37" class="row_heading level1 row37" >2</th>
+      <td id="T_76ba7_row37_col0" class="data row37 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row38" class="row_heading level1 row38" >3</th>
+      <td id="T_76ba7_row38_col0" class="data row38 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row39" class="row_heading level1 row39" >4</th>
+      <td id="T_76ba7_row39_col0" class="data row39 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row40" class="row_heading level1 row40" >5</th>
+      <td id="T_76ba7_row40_col0" class="data row40 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row41" class="row_heading level1 row41" >6</th>
+      <td id="T_76ba7_row41_col0" class="data row41 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row42" class="row_heading level1 row42" >7</th>
+      <td id="T_76ba7_row42_col0" class="data row42 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row43" class="row_heading level1 row43" >8</th>
+      <td id="T_76ba7_row43_col0" class="data row43 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row44" class="row_heading level1 row44" >9</th>
+      <td id="T_76ba7_row44_col0" class="data row44 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row45" class="row_heading level1 row45" >10</th>
+      <td id="T_76ba7_row45_col0" class="data row45 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row46" class="row_heading level1 row46" >11</th>
+      <td id="T_76ba7_row46_col0" class="data row46 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row47" class="row_heading level1 row47" >12</th>
+      <td id="T_76ba7_row47_col0" class="data row47 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level0_row48" class="row_heading level0 row48" rowspan="12">2007</th>
+      <th id="T_76ba7_level1_row48" class="row_heading level1 row48" >1</th>
+      <td id="T_76ba7_row48_col0" class="data row48 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row49" class="row_heading level1 row49" >2</th>
+      <td id="T_76ba7_row49_col0" class="data row49 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row50" class="row_heading level1 row50" >3</th>
+      <td id="T_76ba7_row50_col0" class="data row50 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row51" class="row_heading level1 row51" >4</th>
+      <td id="T_76ba7_row51_col0" class="data row51 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row52" class="row_heading level1 row52" >5</th>
+      <td id="T_76ba7_row52_col0" class="data row52 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row53" class="row_heading level1 row53" >6</th>
+      <td id="T_76ba7_row53_col0" class="data row53 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row54" class="row_heading level1 row54" >7</th>
+      <td id="T_76ba7_row54_col0" class="data row54 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row55" class="row_heading level1 row55" >8</th>
+      <td id="T_76ba7_row55_col0" class="data row55 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row56" class="row_heading level1 row56" >9</th>
+      <td id="T_76ba7_row56_col0" class="data row56 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row57" class="row_heading level1 row57" >10</th>
+      <td id="T_76ba7_row57_col0" class="data row57 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row58" class="row_heading level1 row58" >11</th>
+      <td id="T_76ba7_row58_col0" class="data row58 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row59" class="row_heading level1 row59" >12</th>
+      <td id="T_76ba7_row59_col0" class="data row59 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level0_row60" class="row_heading level0 row60" rowspan="12">2008</th>
+      <th id="T_76ba7_level1_row60" class="row_heading level1 row60" >1</th>
+      <td id="T_76ba7_row60_col0" class="data row60 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row61" class="row_heading level1 row61" >2</th>
+      <td id="T_76ba7_row61_col0" class="data row61 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row62" class="row_heading level1 row62" >3</th>
+      <td id="T_76ba7_row62_col0" class="data row62 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row63" class="row_heading level1 row63" >4</th>
+      <td id="T_76ba7_row63_col0" class="data row63 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row64" class="row_heading level1 row64" >5</th>
+      <td id="T_76ba7_row64_col0" class="data row64 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row65" class="row_heading level1 row65" >6</th>
+      <td id="T_76ba7_row65_col0" class="data row65 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row66" class="row_heading level1 row66" >7</th>
+      <td id="T_76ba7_row66_col0" class="data row66 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row67" class="row_heading level1 row67" >8</th>
+      <td id="T_76ba7_row67_col0" class="data row67 col0" >0.94</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row68" class="row_heading level1 row68" >9</th>
+      <td id="T_76ba7_row68_col0" class="data row68 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row69" class="row_heading level1 row69" >10</th>
+      <td id="T_76ba7_row69_col0" class="data row69 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row70" class="row_heading level1 row70" >11</th>
+      <td id="T_76ba7_row70_col0" class="data row70 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row71" class="row_heading level1 row71" >12</th>
+      <td id="T_76ba7_row71_col0" class="data row71 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level0_row72" class="row_heading level0 row72" rowspan="12">2009</th>
+      <th id="T_76ba7_level1_row72" class="row_heading level1 row72" >1</th>
+      <td id="T_76ba7_row72_col0" class="data row72 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row73" class="row_heading level1 row73" >2</th>
+      <td id="T_76ba7_row73_col0" class="data row73 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row74" class="row_heading level1 row74" >3</th>
+      <td id="T_76ba7_row74_col0" class="data row74 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row75" class="row_heading level1 row75" >4</th>
+      <td id="T_76ba7_row75_col0" class="data row75 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row76" class="row_heading level1 row76" >5</th>
+      <td id="T_76ba7_row76_col0" class="data row76 col0" >0.94</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row77" class="row_heading level1 row77" >6</th>
+      <td id="T_76ba7_row77_col0" class="data row77 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row78" class="row_heading level1 row78" >7</th>
+      <td id="T_76ba7_row78_col0" class="data row78 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row79" class="row_heading level1 row79" >8</th>
+      <td id="T_76ba7_row79_col0" class="data row79 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row80" class="row_heading level1 row80" >9</th>
+      <td id="T_76ba7_row80_col0" class="data row80 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row81" class="row_heading level1 row81" >10</th>
+      <td id="T_76ba7_row81_col0" class="data row81 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row82" class="row_heading level1 row82" >11</th>
+      <td id="T_76ba7_row82_col0" class="data row82 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row83" class="row_heading level1 row83" >12</th>
+      <td id="T_76ba7_row83_col0" class="data row83 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level0_row84" class="row_heading level0 row84" rowspan="12">2010</th>
+      <th id="T_76ba7_level1_row84" class="row_heading level1 row84" >1</th>
+      <td id="T_76ba7_row84_col0" class="data row84 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row85" class="row_heading level1 row85" >2</th>
+      <td id="T_76ba7_row85_col0" class="data row85 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row86" class="row_heading level1 row86" >3</th>
+      <td id="T_76ba7_row86_col0" class="data row86 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row87" class="row_heading level1 row87" >4</th>
+      <td id="T_76ba7_row87_col0" class="data row87 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row88" class="row_heading level1 row88" >5</th>
+      <td id="T_76ba7_row88_col0" class="data row88 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row89" class="row_heading level1 row89" >6</th>
+      <td id="T_76ba7_row89_col0" class="data row89 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row90" class="row_heading level1 row90" >7</th>
+      <td id="T_76ba7_row90_col0" class="data row90 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row91" class="row_heading level1 row91" >8</th>
+      <td id="T_76ba7_row91_col0" class="data row91 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row92" class="row_heading level1 row92" >9</th>
+      <td id="T_76ba7_row92_col0" class="data row92 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row93" class="row_heading level1 row93" >10</th>
+      <td id="T_76ba7_row93_col0" class="data row93 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row94" class="row_heading level1 row94" >11</th>
+      <td id="T_76ba7_row94_col0" class="data row94 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row95" class="row_heading level1 row95" >12</th>
+      <td id="T_76ba7_row95_col0" class="data row95 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level0_row96" class="row_heading level0 row96" rowspan="12">2011</th>
+      <th id="T_76ba7_level1_row96" class="row_heading level1 row96" >1</th>
+      <td id="T_76ba7_row96_col0" class="data row96 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row97" class="row_heading level1 row97" >2</th>
+      <td id="T_76ba7_row97_col0" class="data row97 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row98" class="row_heading level1 row98" >3</th>
+      <td id="T_76ba7_row98_col0" class="data row98 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row99" class="row_heading level1 row99" >4</th>
+      <td id="T_76ba7_row99_col0" class="data row99 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row100" class="row_heading level1 row100" >5</th>
+      <td id="T_76ba7_row100_col0" class="data row100 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row101" class="row_heading level1 row101" >6</th>
+      <td id="T_76ba7_row101_col0" class="data row101 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row102" class="row_heading level1 row102" >7</th>
+      <td id="T_76ba7_row102_col0" class="data row102 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row103" class="row_heading level1 row103" >8</th>
+      <td id="T_76ba7_row103_col0" class="data row103 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row104" class="row_heading level1 row104" >9</th>
+      <td id="T_76ba7_row104_col0" class="data row104 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row105" class="row_heading level1 row105" >10</th>
+      <td id="T_76ba7_row105_col0" class="data row105 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row106" class="row_heading level1 row106" >11</th>
+      <td id="T_76ba7_row106_col0" class="data row106 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row107" class="row_heading level1 row107" >12</th>
+      <td id="T_76ba7_row107_col0" class="data row107 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level0_row108" class="row_heading level0 row108" rowspan="12">2012</th>
+      <th id="T_76ba7_level1_row108" class="row_heading level1 row108" >1</th>
+      <td id="T_76ba7_row108_col0" class="data row108 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row109" class="row_heading level1 row109" >2</th>
+      <td id="T_76ba7_row109_col0" class="data row109 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row110" class="row_heading level1 row110" >3</th>
+      <td id="T_76ba7_row110_col0" class="data row110 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row111" class="row_heading level1 row111" >4</th>
+      <td id="T_76ba7_row111_col0" class="data row111 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row112" class="row_heading level1 row112" >5</th>
+      <td id="T_76ba7_row112_col0" class="data row112 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row113" class="row_heading level1 row113" >6</th>
+      <td id="T_76ba7_row113_col0" class="data row113 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row114" class="row_heading level1 row114" >7</th>
+      <td id="T_76ba7_row114_col0" class="data row114 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row115" class="row_heading level1 row115" >8</th>
+      <td id="T_76ba7_row115_col0" class="data row115 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row116" class="row_heading level1 row116" >9</th>
+      <td id="T_76ba7_row116_col0" class="data row116 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row117" class="row_heading level1 row117" >10</th>
+      <td id="T_76ba7_row117_col0" class="data row117 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row118" class="row_heading level1 row118" >11</th>
+      <td id="T_76ba7_row118_col0" class="data row118 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_76ba7_level1_row119" class="row_heading level1 row119" >12</th>
+      <td id="T_76ba7_row119_col0" class="data row119 col0" >0.99</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="capacity-factor">
+<h2>Capacity Factor<a class="headerlink" href="#capacity-factor" title="Permalink to this headline">#</a></h2>
+<p>The capacity factor is the ratio of actual (net) or potential (gross) energy production divided by the project’s capacity. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.capacity_factor" title="wombat.core.post_processor.Metrics.capacity_factor"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.capacity_factor()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">which</span></code></p>
+<ul>
+<li><p>“net”: net capcity factor, actual production divided by the plant capacity</p></li>
+<li><p>“gross”: gross capacity factor, potential production divided by the plant capacity</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “windfarm” and “turbine”</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">net_cf</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;net&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">gross_cf</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;gross&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;  Net capacity factor: </span><span class="si">{</span><span class="n">net_cf</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Gross capacity factor: </span><span class="si">{</span><span class="n">gross_cf</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  Net capacity factor: 46.24%
+Gross capacity factor: 47.67%
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="task-completion-rate">
+<h2>Task Completion Rate<a class="headerlink" href="#task-completion-rate" title="Permalink to this headline">#</a></h2>
+<p>The task completion rate is the ratio of tasks completed aggregated to the desired <code class="docutils literal notranslate"><span class="pre">frequency</span></code>. It is possible to have a &gt;100% completion rate if all maintenance and failure requests submitted in a time period were completed in addition to those that went unfinished in prior time periods. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.task_completion_rate" title="wombat.core.post_processor.Metrics.task_completion_rate"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.task_completion_rate()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">which</span></code></p>
+<ul>
+<li><p>“scheduled”: scheduled maintenance only (classified as maintenace tasks in inputs)</p></li>
+<li><p>“unscheduled”: unscheduled maintenance only (classified as failure events in inputs)</p></li>
+<li><p>“both”: Combined completion rate for all tasks</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">scheduled</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">task_completion_rate</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;scheduled&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">unscheduled</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">task_completion_rate</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;unscheduled&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">combined</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">task_completion_rate</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;both&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;  Scheduled Task Completion Rate: </span><span class="si">{</span><span class="n">scheduled</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Unscheduled Task Completion Rate: </span><span class="si">{</span><span class="n">unscheduled</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;    Overall Task Completion Rate: </span><span class="si">{</span><span class="n">combined</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  Scheduled Task Completion Rate: 95.69%
+Unscheduled Task Completion Rate: 99.86%
+    Overall Task Completion Rate: 99.53%
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="equipment-costs">
+<h2>Equipment Costs<a class="headerlink" href="#equipment-costs" title="Permalink to this headline">#</a></h2>
+<p>Sum of the costs associated with a simulation’s servicing equipment, which excludes materials, downtime, etc. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.equipment_costs" title="wombat.core.post_processor.Metrics.equipment_costs"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.equipment_costs()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_equipment</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Aggregates all equipment into a single cost</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Computes for each unit of servicing equipment</p></li>
+</ul>
+</li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project total at the whole wind farm level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_db2c4" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_db2c4_level0_col0" class="col_heading level0 col0" >equipment_cost</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_db2c4_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_db2c4_row0_col0" class="data row0 col0" >93,054,780.02</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals at servicing equipment level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_dfc99" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_dfc99_level0_col0" class="col_heading level0 col0" >Crew Transfer Vessel 1</th>
+      <th id="T_dfc99_level0_col1" class="col_heading level0 col1" >Crew Transfer Vessel 2</th>
+      <th id="T_dfc99_level0_col2" class="col_heading level0 col2" >Crew Transfer Vessel 3</th>
+      <th id="T_dfc99_level0_col3" class="col_heading level0 col3" >Field Support Vessel</th>
+      <th id="T_dfc99_level0_col4" class="col_heading level0 col4" >Heavy Lift Vessel</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_dfc99_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_dfc99_row0_col0" class="data row0 col0" >6,391,000.00</td>
+      <td id="T_dfc99_row0_col1" class="data row0 col1" >6,391,000.00</td>
+      <td id="T_dfc99_row0_col2" class="data row0 col2" >6,391,000.00</td>
+      <td id="T_dfc99_row0_col3" class="data row0 col3" >2,157,858.15</td>
+      <td id="T_dfc99_row0_col4" class="data row0 col4" >71,723,921.88</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="service-equipment-utilization-rate">
+<h2>Service Equipment Utilization Rate<a class="headerlink" href="#service-equipment-utilization-rate" title="Permalink to this headline">#</a></h2>
+<p>Ratio of days when the servicing equipment is in use (not delayed for a whole day due to either weather or lack of repairs to be completed) to the number of days it’s present in the simulation. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.service_equipment_utilization" title="wombat.core.post_processor.Metrics.service_equipment_utilization"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.service_equipment_utilization()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project” and “annual”</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">service_equipment_utilization</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_27d6f" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_27d6f_level0_col0" class="col_heading level0 col0" >Crew Transfer Vessel 1</th>
+      <th id="T_27d6f_level0_col1" class="col_heading level0 col1" >Crew Transfer Vessel 2</th>
+      <th id="T_27d6f_level0_col2" class="col_heading level0 col2" >Crew Transfer Vessel 3</th>
+      <th id="T_27d6f_level0_col3" class="col_heading level0 col3" >Field Support Vessel</th>
+      <th id="T_27d6f_level0_col4" class="col_heading level0 col4" >Heavy Lift Vessel</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_27d6f_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_27d6f_row0_col0" class="data row0 col0" >1.00</td>
+      <td id="T_27d6f_row0_col1" class="data row0 col1" >1.00</td>
+      <td id="T_27d6f_row0_col2" class="data row0 col2" >1.00</td>
+      <td id="T_27d6f_row0_col3" class="data row0 col3" >0.93</td>
+      <td id="T_27d6f_row0_col4" class="data row0 col4" >0.93</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="vessel-crew-hours-at-sea">
+<h2>Vessel-Crew Hours at Sea<a class="headerlink" href="#vessel-crew-hours-at-sea" title="Permalink to this headline">#</a></h2>
+<p>The number of vessel hours or crew hours at sea for offshore wind power plant simulations. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea" title="wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_equipment</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Aggregates all equipment into a single cost</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Computes for each unit of servicing equipment</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">vessel_crew_assumption</span></code>: A dictionary of vessel names (<code class="docutils literal notranslate"><span class="pre">ServiceEquipment.settings.name</span></code>, but also found at <code class="docutils literal notranslate"><span class="pre">Metrics.service_equipment_names</span></code>) and the number of crew onboard at any given time. The application of this assumption transforms the results from vessel hours at sea to crew hours at sea.</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project total, not broken out by vessel</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">vessel_crew_hours_at_sea</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_9b300" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_9b300_level0_col0" class="col_heading level0 col0" >Total Crew Hours at Sea</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_9b300_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_9b300_row0_col0" class="data row0 col0" >128,073.75</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Annual project totals, broken out by vessel</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">vessel_crew_hours_at_sea</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;annual&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_717e4" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_717e4_level0_col0" class="col_heading level0 col0" >Total Crew Hours at Sea</th>
+      <th id="T_717e4_level0_col1" class="col_heading level0 col1" >Crew Transfer Vessel 1</th>
+      <th id="T_717e4_level0_col2" class="col_heading level0 col2" >Crew Transfer Vessel 2</th>
+      <th id="T_717e4_level0_col3" class="col_heading level0 col3" >Crew Transfer Vessel 3</th>
+      <th id="T_717e4_level0_col4" class="col_heading level0 col4" >Heavy Lift Vessel</th>
+      <th id="T_717e4_level0_col5" class="col_heading level0 col5" >Field Support Vessel</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+      <th class="blank col3" >&nbsp;</th>
+      <th class="blank col4" >&nbsp;</th>
+      <th class="blank col5" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_717e4_level0_row0" class="row_heading level0 row0" >2003</th>
+      <td id="T_717e4_row0_col0" class="data row0 col0" >6,555.00</td>
+      <td id="T_717e4_row0_col1" class="data row0 col1" >1,590.00</td>
+      <td id="T_717e4_row0_col2" class="data row0 col2" >1,664.25</td>
+      <td id="T_717e4_row0_col3" class="data row0 col3" >1,547.25</td>
+      <td id="T_717e4_row0_col4" class="data row0 col4" >1,753.50</td>
+      <td id="T_717e4_row0_col5" class="data row0 col5" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_717e4_level0_row1" class="row_heading level0 row1" >2004</th>
+      <td id="T_717e4_row1_col0" class="data row1 col0" >13,367.25</td>
+      <td id="T_717e4_row1_col1" class="data row1 col1" >3,453.00</td>
+      <td id="T_717e4_row1_col2" class="data row1 col2" >3,423.25</td>
+      <td id="T_717e4_row1_col3" class="data row1 col3" >3,426.50</td>
+      <td id="T_717e4_row1_col4" class="data row1 col4" >3,064.50</td>
+      <td id="T_717e4_row1_col5" class="data row1 col5" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_717e4_level0_row2" class="row_heading level0 row2" >2005</th>
+      <td id="T_717e4_row2_col0" class="data row2 col0" >13,101.25</td>
+      <td id="T_717e4_row2_col1" class="data row2 col1" >3,324.00</td>
+      <td id="T_717e4_row2_col2" class="data row2 col2" >3,273.75</td>
+      <td id="T_717e4_row2_col3" class="data row2 col3" >3,357.00</td>
+      <td id="T_717e4_row2_col4" class="data row2 col4" >2,513.50</td>
+      <td id="T_717e4_row2_col5" class="data row2 col5" >633.00</td>
+    </tr>
+    <tr>
+      <th id="T_717e4_level0_row3" class="row_heading level0 row3" >2006</th>
+      <td id="T_717e4_row3_col0" class="data row3 col0" >12,499.03</td>
+      <td id="T_717e4_row3_col1" class="data row3 col1" >3,323.50</td>
+      <td id="T_717e4_row3_col2" class="data row3 col2" >3,308.25</td>
+      <td id="T_717e4_row3_col3" class="data row3 col3" >3,263.00</td>
+      <td id="T_717e4_row3_col4" class="data row3 col4" >2,002.28</td>
+      <td id="T_717e4_row3_col5" class="data row3 col5" >602.00</td>
+    </tr>
+    <tr>
+      <th id="T_717e4_level0_row4" class="row_heading level0 row4" >2007</th>
+      <td id="T_717e4_row4_col0" class="data row4 col0" >14,540.50</td>
+      <td id="T_717e4_row4_col1" class="data row4 col1" >3,570.75</td>
+      <td id="T_717e4_row4_col2" class="data row4 col2" >3,513.50</td>
+      <td id="T_717e4_row4_col3" class="data row4 col3" >3,583.75</td>
+      <td id="T_717e4_row4_col4" class="data row4 col4" >3,239.50</td>
+      <td id="T_717e4_row4_col5" class="data row4 col5" >633.00</td>
+    </tr>
+    <tr>
+      <th id="T_717e4_level0_row5" class="row_heading level0 row5" >2008</th>
+      <td id="T_717e4_row5_col0" class="data row5 col0" >14,713.03</td>
+      <td id="T_717e4_row5_col1" class="data row5 col1" >3,317.50</td>
+      <td id="T_717e4_row5_col2" class="data row5 col2" >3,299.50</td>
+      <td id="T_717e4_row5_col3" class="data row5 col3" >3,300.75</td>
+      <td id="T_717e4_row5_col4" class="data row5 col4" >4,226.28</td>
+      <td id="T_717e4_row5_col5" class="data row5 col5" >569.00</td>
+    </tr>
+    <tr>
+      <th id="T_717e4_level0_row6" class="row_heading level0 row6" >2009</th>
+      <td id="T_717e4_row6_col0" class="data row6 col0" >14,566.08</td>
+      <td id="T_717e4_row6_col1" class="data row6 col1" >3,226.75</td>
+      <td id="T_717e4_row6_col2" class="data row6 col2" >3,308.00</td>
+      <td id="T_717e4_row6_col3" class="data row6 col3" >3,245.00</td>
+      <td id="T_717e4_row6_col4" class="data row6 col4" >4,184.33</td>
+      <td id="T_717e4_row6_col5" class="data row6 col5" >602.00</td>
+    </tr>
+    <tr>
+      <th id="T_717e4_level0_row7" class="row_heading level0 row7" >2010</th>
+      <td id="T_717e4_row7_col0" class="data row7 col0" >12,830.00</td>
+      <td id="T_717e4_row7_col1" class="data row7 col1" >3,462.00</td>
+      <td id="T_717e4_row7_col2" class="data row7 col2" >3,498.75</td>
+      <td id="T_717e4_row7_col3" class="data row7 col3" >3,446.50</td>
+      <td id="T_717e4_row7_col4" class="data row7 col4" >1,789.75</td>
+      <td id="T_717e4_row7_col5" class="data row7 col5" >633.00</td>
+    </tr>
+    <tr>
+      <th id="T_717e4_level0_row8" class="row_heading level0 row8" >2011</th>
+      <td id="T_717e4_row8_col0" class="data row8 col0" >13,543.59</td>
+      <td id="T_717e4_row8_col1" class="data row8 col1" >3,533.25</td>
+      <td id="T_717e4_row8_col2" class="data row8 col2" >3,530.50</td>
+      <td id="T_717e4_row8_col3" class="data row8 col3" >3,444.75</td>
+      <td id="T_717e4_row8_col4" class="data row8 col4" >1,855.59</td>
+      <td id="T_717e4_row8_col5" class="data row8 col5" >1,179.50</td>
+    </tr>
+    <tr>
+      <th id="T_717e4_level0_row9" class="row_heading level0 row9" >2012</th>
+      <td id="T_717e4_row9_col0" class="data row9 col0" >12,358.02</td>
+      <td id="T_717e4_row9_col1" class="data row9 col1" >3,415.50</td>
+      <td id="T_717e4_row9_col2" class="data row9 col2" >3,443.50</td>
+      <td id="T_717e4_row9_col3" class="data row9 col3" >3,427.50</td>
+      <td id="T_717e4_row9_col4" class="data row9 col4" >1,879.02</td>
+      <td id="T_717e4_row9_col5" class="data row9 col5" >192.50</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="number-of-tows">
+<h2>Number of Tows<a class="headerlink" href="#number-of-tows" title="Permalink to this headline">#</a></h2>
+<p>The number of tows performed during the simulation. If tow-to-port was not used in the simulation, a DataFrame with a single value of 0 will be returned. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.number_of_tows" title="wombat.core.post_processor.Metrics.number_of_tows"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.number_of_tows()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_tug</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed for each tugboat (towing vessel)</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregates all the tugboats</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_direction</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed for each direction a tow was performed (to port or to site)</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregates to the total number of tows</p></li>
+</ul>
+</li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project Total</span>
+<span class="c1"># NOTE: This example has no towing, so it will return 0</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">number_of_tows</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_f6698" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_f6698_level0_col0" class="col_heading level0 col0" >total_tows</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_f6698_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_f6698_row0_col0" class="data row0 col0" >0</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="labor-costs">
+<h2>Labor Costs<a class="headerlink" href="#labor-costs" title="Permalink to this headline">#</a></h2>
+<p>Sum of all labor costs associated with servicing equipment, excluding the labor defined in the fixed costs, which can be broken out by type. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.labor_costs" title="wombat.core.post_processor.Metrics.labor_costs"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.labor_costs()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_type</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed for each labor type (salary and hourly)</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregates all the labor costs</p></li>
+</ul>
+</li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project total at the whole wind farm level</span>
+<span class="n">total</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">labor_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_type</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Project total: $</span><span class="si">{</span><span class="n">total</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="n">metrics</span><span class="o">.</span><span class="n">project_capacity</span><span class="si">:</span><span class="s2">,.2f</span><span class="si">}</span><span class="s2">/MW&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Project total: $0.00/MW
+</pre></div>
+</div>
+</div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals for each type of labor</span>
+<span class="c1"># NOTE: this simulation relies on using a fixed labor cost, so this is still $0</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">labor_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_type</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_2fe88" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_2fe88_level0_col0" class="col_heading level0 col0" >hourly_labor_cost</th>
+      <th id="T_2fe88_level0_col1" class="col_heading level0 col1" >salary_labor_cost</th>
+      <th id="T_2fe88_level0_col2" class="col_heading level0 col2" >total_labor_cost</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_2fe88_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_2fe88_row0_col0" class="data row0 col0" >0</td>
+      <td id="T_2fe88_row0_col1" class="data row0 col1" >0</td>
+      <td id="T_2fe88_row0_col2" class="data row0 col2" >0</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="equipment-and-labor-costs">
+<h2>Equipment and Labor Costs<a class="headerlink" href="#equipment-and-labor-costs" title="Permalink to this headline">#</a></h2>
+<p>Sum of all labor and servicing equipment costs, excluding the labor defined in the fixed costs, which can be broken out by each category. For further documentation, see the API docs here: <code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.equipment_labor_cost_breakdown()</span></code>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_category</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed for each unit servicing equipment and labor category</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregated to the sum of all costs</p></li>
+</ul>
+</li>
+</ul>
+<p><code class="docutils literal notranslate"><span class="pre">reason</span></code> definitions:</p>
+<ul class="simple">
+<li><p>Maintenance: routine maintenance, or events defined as a <a class="reference internal" href="../API/types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><code class="xref py py-class docutils literal notranslate"><span class="pre">wombat.core.data_classes.Maintenance</span></code></a></p></li>
+<li><p>Repair: unscheduled maintenance, ranging from inspections to replacements, or events defined as a <a class="reference internal" href="../API/types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><code class="xref py py-class docutils literal notranslate"><span class="pre">wombat.core.data_classes.Failure</span></code></a></p></li>
+<li><p>Mobilization: Cost of mobilizing servicing equipment</p></li>
+<li><p>Crew Transfer: Costs incurred while crew are transfering between a turbine or substation and the servicing equipment</p></li>
+<li><p>Site Travel: Costs incurred while transiting to/from the site and while at the site</p></li>
+<li><p>Weather Delay: Any delays caused by unsafe weather conditions</p></li>
+<li><p>No Requests: Equipment and labor is active, but there are no repairs or maintenance tasks to be completed</p></li>
+<li><p>Not in Shift: Any time outside of the operating hours of the wind farm (or the servicing equipment’s specific operating hours)</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_labor_cost_breakdowns</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_category</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_b9bdd" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_b9bdd_level0_col0" class="col_heading level0 col0" >total_cost</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >reason</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_b9bdd_level0_row0" class="row_heading level0 row0" >Maintenance</th>
+      <td id="T_b9bdd_row0_col0" class="data row0 col0" >3,011,330.73</td>
+    </tr>
+    <tr>
+      <th id="T_b9bdd_level0_row1" class="row_heading level0 row1" >Repair</th>
+      <td id="T_b9bdd_row1_col0" class="data row1 col0" >22,914,313.15</td>
+    </tr>
+    <tr>
+      <th id="T_b9bdd_level0_row2" class="row_heading level0 row2" >Crew Transfer</th>
+      <td id="T_b9bdd_row2_col0" class="data row2 col0" >800,723.96</td>
+    </tr>
+    <tr>
+      <th id="T_b9bdd_level0_row3" class="row_heading level0 row3" >Site Travel</th>
+      <td id="T_b9bdd_row3_col0" class="data row3 col0" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_b9bdd_level0_row4" class="row_heading level0 row4" >Mobilization</th>
+      <td id="T_b9bdd_row4_col0" class="data row4 col0" >7,000,000.00</td>
+    </tr>
+    <tr>
+      <th id="T_b9bdd_level0_row5" class="row_heading level0 row5" >Weather Delay</th>
+      <td id="T_b9bdd_row5_col0" class="data row5 col0" >23,875,564.24</td>
+    </tr>
+    <tr>
+      <th id="T_b9bdd_level0_row6" class="row_heading level0 row6" >No Requests</th>
+      <td id="T_b9bdd_row6_col0" class="data row6 col0" >29,135,001.30</td>
+    </tr>
+    <tr>
+      <th id="T_b9bdd_level0_row7" class="row_heading level0 row7" >Not in Shift</th>
+      <td id="T_b9bdd_row7_col0" class="data row7 col0" >6,317,846.66</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals by each category</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_labor_cost_breakdowns</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_category</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_083bf" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_083bf_level0_col0" class="col_heading level0 col0" >hourly_labor_cost</th>
+      <th id="T_083bf_level0_col1" class="col_heading level0 col1" >salary_labor_cost</th>
+      <th id="T_083bf_level0_col2" class="col_heading level0 col2" >total_labor_cost</th>
+      <th id="T_083bf_level0_col3" class="col_heading level0 col3" >equipment_cost</th>
+      <th id="T_083bf_level0_col4" class="col_heading level0 col4" >total_cost</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >reason</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+      <th class="blank col3" >&nbsp;</th>
+      <th class="blank col4" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_083bf_level0_row0" class="row_heading level0 row0" >Maintenance</th>
+      <td id="T_083bf_row0_col0" class="data row0 col0" >0</td>
+      <td id="T_083bf_row0_col1" class="data row0 col1" >0</td>
+      <td id="T_083bf_row0_col2" class="data row0 col2" >0</td>
+      <td id="T_083bf_row0_col3" class="data row0 col3" >3,011,330.73</td>
+      <td id="T_083bf_row0_col4" class="data row0 col4" >3,011,330.73</td>
+    </tr>
+    <tr>
+      <th id="T_083bf_level0_row1" class="row_heading level0 row1" >Repair</th>
+      <td id="T_083bf_row1_col0" class="data row1 col0" >0</td>
+      <td id="T_083bf_row1_col1" class="data row1 col1" >0</td>
+      <td id="T_083bf_row1_col2" class="data row1 col2" >0</td>
+      <td id="T_083bf_row1_col3" class="data row1 col3" >22,914,313.15</td>
+      <td id="T_083bf_row1_col4" class="data row1 col4" >22,914,313.15</td>
+    </tr>
+    <tr>
+      <th id="T_083bf_level0_row2" class="row_heading level0 row2" >Crew Transfer</th>
+      <td id="T_083bf_row2_col0" class="data row2 col0" >0</td>
+      <td id="T_083bf_row2_col1" class="data row2 col1" >0</td>
+      <td id="T_083bf_row2_col2" class="data row2 col2" >0</td>
+      <td id="T_083bf_row2_col3" class="data row2 col3" >800,723.96</td>
+      <td id="T_083bf_row2_col4" class="data row2 col4" >800,723.96</td>
+    </tr>
+    <tr>
+      <th id="T_083bf_level0_row3" class="row_heading level0 row3" >Site Travel</th>
+      <td id="T_083bf_row3_col0" class="data row3 col0" >0</td>
+      <td id="T_083bf_row3_col1" class="data row3 col1" >0</td>
+      <td id="T_083bf_row3_col2" class="data row3 col2" >0</td>
+      <td id="T_083bf_row3_col3" class="data row3 col3" >0.00</td>
+      <td id="T_083bf_row3_col4" class="data row3 col4" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_083bf_level0_row4" class="row_heading level0 row4" >Mobilization</th>
+      <td id="T_083bf_row4_col0" class="data row4 col0" >0</td>
+      <td id="T_083bf_row4_col1" class="data row4 col1" >0</td>
+      <td id="T_083bf_row4_col2" class="data row4 col2" >0</td>
+      <td id="T_083bf_row4_col3" class="data row4 col3" >7,000,000.00</td>
+      <td id="T_083bf_row4_col4" class="data row4 col4" >7,000,000.00</td>
+    </tr>
+    <tr>
+      <th id="T_083bf_level0_row5" class="row_heading level0 row5" >Weather Delay</th>
+      <td id="T_083bf_row5_col0" class="data row5 col0" >0</td>
+      <td id="T_083bf_row5_col1" class="data row5 col1" >0</td>
+      <td id="T_083bf_row5_col2" class="data row5 col2" >0</td>
+      <td id="T_083bf_row5_col3" class="data row5 col3" >23,875,564.24</td>
+      <td id="T_083bf_row5_col4" class="data row5 col4" >23,875,564.24</td>
+    </tr>
+    <tr>
+      <th id="T_083bf_level0_row6" class="row_heading level0 row6" >No Requests</th>
+      <td id="T_083bf_row6_col0" class="data row6 col0" >0</td>
+      <td id="T_083bf_row6_col1" class="data row6 col1" >0</td>
+      <td id="T_083bf_row6_col2" class="data row6 col2" >0</td>
+      <td id="T_083bf_row6_col3" class="data row6 col3" >29,135,001.30</td>
+      <td id="T_083bf_row6_col4" class="data row6 col4" >29,135,001.30</td>
+    </tr>
+    <tr>
+      <th id="T_083bf_level0_row7" class="row_heading level0 row7" >Not in Shift</th>
+      <td id="T_083bf_row7_col0" class="data row7 col0" >0</td>
+      <td id="T_083bf_row7_col1" class="data row7 col1" >0</td>
+      <td id="T_083bf_row7_col2" class="data row7 col2" >0</td>
+      <td id="T_083bf_row7_col3" class="data row7 col3" >6,317,846.66</td>
+      <td id="T_083bf_row7_col4" class="data row7 col4" >6,317,846.66</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="emissions">
+<h2>Emissions<a class="headerlink" href="#emissions" title="Permalink to this headline">#</a></h2>
+<p>Emissions (tons or other provided units) of all servicing equipment activity, except overnight waiting periods between shifts. For further documentation, see the API docs here: <code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.emissions()</span></code>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">emissions_factors</span></code>: Dictionary of servicing equipment names and the emissions per hour of the following activities: <code class="docutils literal notranslate"><span class="pre">transit</span></code>, <code class="docutils literal notranslate"><span class="pre">maneuvering</span></code>, <code class="docutils literal notranslate"><span class="pre">idle</span> <span class="pre">at</span> <span class="pre">site</span></code>, and <code class="docutils literal notranslate"><span class="pre">idle</span> <span class="pre">at</span> <span class="pre">port</span></code>, where port is stand-in for wherever the servicing equipment might be based when not at site.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">maneuvering_factor</span></code>: The proportion of transit time that can generally be associated with positioning servicing, by default 10%.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">port_engine_on_factor</span></code>: The proportion of the idling at port time where the engine is running and producing emissions, by default 25%.</p></li>
+</ul>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create the emissions factors, in tons per hour</span>
+<span class="n">emissions_factors</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s2">&quot;Crew Transfer Vessel 1&quot;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">&quot;transit&quot;</span><span class="p">:</span> <span class="mi">4</span><span class="p">,</span>
+        <span class="s2">&quot;maneuvering&quot;</span><span class="p">:</span> <span class="mi">3</span><span class="p">,</span>
+        <span class="s2">&quot;idle at site&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span>
+        <span class="s2">&quot;idle at port&quot;</span><span class="p">:</span> <span class="mf">0.25</span><span class="p">,</span>
+    <span class="p">},</span>
+    <span class="s2">&quot;Crew Transfer Vessel 2&quot;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">&quot;transit&quot;</span><span class="p">:</span> <span class="mi">4</span><span class="p">,</span>
+        <span class="s2">&quot;maneuvering&quot;</span><span class="p">:</span> <span class="mi">3</span><span class="p">,</span>
+        <span class="s2">&quot;idle at site&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span>
+        <span class="s2">&quot;idle at port&quot;</span><span class="p">:</span> <span class="mf">0.25</span><span class="p">,</span>
+    <span class="p">},</span>
+    <span class="s2">&quot;Crew Transfer Vessel 3&quot;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">&quot;transit&quot;</span><span class="p">:</span> <span class="mi">4</span><span class="p">,</span>
+        <span class="s2">&quot;maneuvering&quot;</span><span class="p">:</span> <span class="mi">3</span><span class="p">,</span>
+        <span class="s2">&quot;idle at site&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span>
+        <span class="s2">&quot;idle at port&quot;</span><span class="p">:</span> <span class="mf">0.25</span><span class="p">,</span>
+    <span class="p">},</span>
+    <span class="s2">&quot;Field Support Vessel&quot;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">&quot;transit&quot;</span><span class="p">:</span> <span class="mi">6</span><span class="p">,</span>
+        <span class="s2">&quot;maneuvering&quot;</span><span class="p">:</span> <span class="mi">4</span><span class="p">,</span>
+        <span class="s2">&quot;idle at site&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+        <span class="s2">&quot;idle at port&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span>
+    <span class="p">},</span>
+    <span class="s2">&quot;Heavy Lift Vessel&quot;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">&quot;transit&quot;</span><span class="p">:</span> <span class="mi">12</span><span class="p">,</span>
+        <span class="s2">&quot;maneuvering&quot;</span><span class="p">:</span> <span class="mi">7</span><span class="p">,</span>
+        <span class="s2">&quot;idle at site&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+        <span class="s2">&quot;idle at port&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span>
+    <span class="p">},</span>
+<span class="p">}</span>
+
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">emissions</span><span class="p">(</span><span class="n">emissions_factors</span><span class="o">=</span><span class="n">emissions_factors</span><span class="p">,</span> <span class="n">maneuvering_factor</span><span class="o">=</span><span class="mf">0.075</span><span class="p">,</span> <span class="n">port_engine_on_factor</span><span class="o">=</span><span class="mf">0.20</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_f9d63" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank" >&nbsp;</th>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_f9d63_level0_col0" class="col_heading level0 col0" >duration</th>
+      <th id="T_f9d63_level0_col1" class="col_heading level0 col1" >distance_km</th>
+      <th id="T_f9d63_level0_col2" class="col_heading level0 col2" >emissions</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >agent</th>
+      <th class="index_name level1" >category</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_f9d63_level0_row0" class="row_heading level0 row0" rowspan="4">Crew Transfer Vessel 1</th>
+      <th id="T_f9d63_level1_row0" class="row_heading level1 row0" >idle at port</th>
+      <td id="T_f9d63_row0_col0" class="data row0 col0" >0.00</td>
+      <td id="T_f9d63_row0_col1" class="data row0 col1" >0.00</td>
+      <td id="T_f9d63_row0_col2" class="data row0 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row1" class="row_heading level1 row1" >idle at site</th>
+      <td id="T_f9d63_row1_col0" class="data row1 col0" >32,185.25</td>
+      <td id="T_f9d63_row1_col1" class="data row1 col1" >0.00</td>
+      <td id="T_f9d63_row1_col2" class="data row1 col2" >16,092.62</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row2" class="row_heading level1 row2" >maneuvering</th>
+      <td id="T_f9d63_row2_col0" class="data row2 col0" >0.00</td>
+      <td id="T_f9d63_row2_col1" class="data row2 col1" >0.00</td>
+      <td id="T_f9d63_row2_col2" class="data row2 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row3" class="row_heading level1 row3" >transit</th>
+      <td id="T_f9d63_row3_col0" class="data row3 col0" >0.00</td>
+      <td id="T_f9d63_row3_col1" class="data row3 col1" >0.00</td>
+      <td id="T_f9d63_row3_col2" class="data row3 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level0_row4" class="row_heading level0 row4" rowspan="4">Crew Transfer Vessel 2</th>
+      <th id="T_f9d63_level1_row4" class="row_heading level1 row4" >idle at port</th>
+      <td id="T_f9d63_row4_col0" class="data row4 col0" >0.00</td>
+      <td id="T_f9d63_row4_col1" class="data row4 col1" >0.00</td>
+      <td id="T_f9d63_row4_col2" class="data row4 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row5" class="row_heading level1 row5" >idle at site</th>
+      <td id="T_f9d63_row5_col0" class="data row5 col0" >32,232.25</td>
+      <td id="T_f9d63_row5_col1" class="data row5 col1" >0.00</td>
+      <td id="T_f9d63_row5_col2" class="data row5 col2" >16,116.12</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row6" class="row_heading level1 row6" >maneuvering</th>
+      <td id="T_f9d63_row6_col0" class="data row6 col0" >0.00</td>
+      <td id="T_f9d63_row6_col1" class="data row6 col1" >0.00</td>
+      <td id="T_f9d63_row6_col2" class="data row6 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row7" class="row_heading level1 row7" >transit</th>
+      <td id="T_f9d63_row7_col0" class="data row7 col0" >0.00</td>
+      <td id="T_f9d63_row7_col1" class="data row7 col1" >0.00</td>
+      <td id="T_f9d63_row7_col2" class="data row7 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level0_row8" class="row_heading level0 row8" rowspan="4">Crew Transfer Vessel 3</th>
+      <th id="T_f9d63_level1_row8" class="row_heading level1 row8" >idle at port</th>
+      <td id="T_f9d63_row8_col0" class="data row8 col0" >0.00</td>
+      <td id="T_f9d63_row8_col1" class="data row8 col1" >0.00</td>
+      <td id="T_f9d63_row8_col2" class="data row8 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row9" class="row_heading level1 row9" >idle at site</th>
+      <td id="T_f9d63_row9_col0" class="data row9 col0" >32,011.00</td>
+      <td id="T_f9d63_row9_col1" class="data row9 col1" >0.00</td>
+      <td id="T_f9d63_row9_col2" class="data row9 col2" >16,005.50</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row10" class="row_heading level1 row10" >maneuvering</th>
+      <td id="T_f9d63_row10_col0" class="data row10 col0" >0.00</td>
+      <td id="T_f9d63_row10_col1" class="data row10 col1" >0.00</td>
+      <td id="T_f9d63_row10_col2" class="data row10 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row11" class="row_heading level1 row11" >transit</th>
+      <td id="T_f9d63_row11_col0" class="data row11 col0" >0.00</td>
+      <td id="T_f9d63_row11_col1" class="data row11 col1" >0.00</td>
+      <td id="T_f9d63_row11_col2" class="data row11 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level0_row12" class="row_heading level0 row12" rowspan="4">Field Support Vessel</th>
+      <th id="T_f9d63_level1_row12" class="row_heading level1 row12" >idle at port</th>
+      <td id="T_f9d63_row12_col0" class="data row12 col0" >745.92</td>
+      <td id="T_f9d63_row12_col1" class="data row12 col1" >0.00</td>
+      <td id="T_f9d63_row12_col2" class="data row12 col2" >372.96</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row13" class="row_heading level1 row13" >idle at site</th>
+      <td id="T_f9d63_row13_col0" class="data row13 col0" >1,012.00</td>
+      <td id="T_f9d63_row13_col1" class="data row13 col1" >0.00</td>
+      <td id="T_f9d63_row13_col2" class="data row13 col2" >1,012.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row14" class="row_heading level1 row14" >maneuvering</th>
+      <td id="T_f9d63_row14_col0" class="data row14 col0" >302.40</td>
+      <td id="T_f9d63_row14_col1" class="data row14 col1" >0.00</td>
+      <td id="T_f9d63_row14_col2" class="data row14 col2" >1,209.60</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row15" class="row_heading level1 row15" >transit</th>
+      <td id="T_f9d63_row15_col0" class="data row15 col0" >3,729.60</td>
+      <td id="T_f9d63_row15_col1" class="data row15 col1" >0.00</td>
+      <td id="T_f9d63_row15_col2" class="data row15 col2" >22,377.60</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level0_row16" class="row_heading level0 row16" rowspan="4">Heavy Lift Vessel</th>
+      <th id="T_f9d63_level1_row16" class="row_heading level1 row16" >idle at port</th>
+      <td id="T_f9d63_row16_col0" class="data row16 col0" >3,729.60</td>
+      <td id="T_f9d63_row16_col1" class="data row16 col1" >0.00</td>
+      <td id="T_f9d63_row16_col2" class="data row16 col2" >1,864.80</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row17" class="row_heading level1 row17" >idle at site</th>
+      <td id="T_f9d63_row17_col0" class="data row17 col0" >6,348.25</td>
+      <td id="T_f9d63_row17_col1" class="data row17 col1" >0.00</td>
+      <td id="T_f9d63_row17_col2" class="data row17 col2" >6,348.25</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row18" class="row_heading level1 row18" >maneuvering</th>
+      <td id="T_f9d63_row18_col0" class="data row18 col0" >1,512.00</td>
+      <td id="T_f9d63_row18_col1" class="data row18 col1" >0.00</td>
+      <td id="T_f9d63_row18_col2" class="data row18 col2" >10,584.00</td>
+    </tr>
+    <tr>
+      <th id="T_f9d63_level1_row19" class="row_heading level1 row19" >transit</th>
+      <td id="T_f9d63_row19_col0" class="data row19 col0" >18,648.00</td>
+      <td id="T_f9d63_row19_col1" class="data row19 col1" >0.00</td>
+      <td id="T_f9d63_row19_col2" class="data row19 col2" >223,776.00</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="component-costs">
+<h2>Component Costs<a class="headerlink" href="#component-costs" title="Permalink to this headline">#</a></h2>
+<p>All of the costs associated with maintenance and failure events during the simulation, including delays incurred during the repair process, but excluding costs not directly tied to a repair. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.component_costs" title="wombat.core.post_processor.Metrics.component_costs"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.component_costs()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_category</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed across each cost category</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregated to the sum of all categories</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_action</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed by each of “repair”, “maintenance”, and “delay”, and is included in the MultiIndex</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregated as the sum of all actions</p></li>
+</ul>
+</li>
+</ul>
+<p><code class="docutils literal notranslate"><span class="pre">action</span></code> definitions:</p>
+<ul class="simple">
+<li><p>maintenance: routine maintenance</p></li>
+<li><p>repair: unscheduled maintenance, ranging from inspections to replacements</p></li>
+<li><p>delay: Any delays caused by unsafe weather conditions or not being able to finish a process within a single shift</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals by component</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">component_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_category</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">by_action</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_05cda" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_05cda_level0_col0" class="col_heading level0 col0" >total_cost</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >component</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_05cda_level0_row0" class="row_heading level0 row0" >turbine</th>
+      <td id="T_05cda_row0_col0" class="data row0 col0" >101,162,278.73</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals by each category and action type</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">component_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_category</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">by_action</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_a1808" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank" >&nbsp;</th>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_a1808_level0_col0" class="col_heading level0 col0" >materials_cost</th>
+      <th id="T_a1808_level0_col1" class="col_heading level0 col1" >total_labor_cost</th>
+      <th id="T_a1808_level0_col2" class="col_heading level0 col2" >equipment_cost</th>
+      <th id="T_a1808_level0_col3" class="col_heading level0 col3" >total_cost</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >component</th>
+      <th class="index_name level1" >action</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+      <th class="blank col3" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_a1808_level0_row0" class="row_heading level0 row0" rowspan="3">turbine</th>
+      <th id="T_a1808_level1_row0" class="row_heading level1 row0" >delay</th>
+      <td id="T_a1808_row0_col0" class="data row0 col0" >0</td>
+      <td id="T_a1808_row0_col1" class="data row0 col1" >0</td>
+      <td id="T_a1808_row0_col2" class="data row0 col2" >30,063,910.89</td>
+      <td id="T_a1808_row0_col3" class="data row0 col3" >30,063,910.89</td>
+    </tr>
+    <tr>
+      <th id="T_a1808_level1_row1" class="row_heading level1 row1" >maintenance</th>
+      <td id="T_a1808_row1_col0" class="data row1 col0" >0</td>
+      <td id="T_a1808_row1_col1" class="data row1 col1" >0</td>
+      <td id="T_a1808_row1_col2" class="data row1 col2" >3,011,330.73</td>
+      <td id="T_a1808_row1_col3" class="data row1 col3" >3,011,330.73</td>
+    </tr>
+    <tr>
+      <th id="T_a1808_level1_row2" class="row_heading level1 row2" >repair</th>
+      <td id="T_a1808_row2_col0" class="data row2 col0" >0</td>
+      <td id="T_a1808_row2_col1" class="data row2 col1" >0</td>
+      <td id="T_a1808_row2_col2" class="data row2 col2" >22,914,313.15</td>
+      <td id="T_a1808_row2_col3" class="data row2 col3" >22,914,313.15</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="fixed-cost-impacts">
+<h2>Fixed Cost Impacts<a class="headerlink" href="#fixed-cost-impacts" title="Permalink to this headline">#</a></h2>
+<p>Computes the total costs of the fixed costs categories. For further documentation, see the defintion docs, here: <a class="reference internal" href="../API/types.html#wombat.core.data_classes.FixedCosts" title="wombat.core.data_classes.FixedCosts"><code class="xref py py-class docutils literal notranslate"><span class="pre">wombat.core.data_classes.FixedCosts</span></code></a>, or the API docs here: <code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.fixed_costs()</span></code>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">resolution</span></code> (also, demonstrated below)</p>
+<ul>
+<li><p>“high”: Computed across the most granular cost levels</p></li>
+<li><p>“medium”: Computed for each general cost category</p></li>
+<li><p>“low”: Aggregated to a single sum of costs</p></li>
+</ul>
+</li>
+</ul>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">pprint</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">fixed_costs</span><span class="o">.</span><span class="n">hierarchy</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>{&#39;operations&#39;: {&#39;annual_leases_fees&#39;: [&#39;submerge_land_lease_costs&#39;,
+                                       &#39;transmission_charges_rights&#39;],
+                &#39;environmental_health_safety_monitoring&#39;: [],
+                &#39;insurance&#39;: [&#39;brokers_fee&#39;,
+                              &#39;operations_all_risk&#39;,
+                              &#39;business_interruption&#39;,
+                              &#39;third_party_liability&#39;,
+                              &#39;storm_coverage&#39;],
+                &#39;labor&#39;: [],
+                &#39;onshore_electrical_maintenance&#39;: [],
+                &#39;operating_facilities&#39;: [],
+                &#39;operations_management_administration&#39;: [&#39;project_management_administration&#39;,
+                                                         &#39;marine_management&#39;,
+                                                         &#39;weather_forecasting&#39;,
+                                                         &#39;condition_monitoring&#39;]}}
+</pre></div>
+</div>
+</div>
+</div>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals at the highest level</span>
+<span class="c1"># NOTE: there were no fixed costs defined in this example, so all values will be 0, so</span>
+<span class="c1">#       this will just be demonstrating the output format</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">project_fixed_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="s2">&quot;low&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_ee093" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_ee093_level0_col0" class="col_heading level0 col0" >operations</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_ee093_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_ee093_row0_col0" class="data row0 col0" >16,013,230.75</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals at the medium level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">project_fixed_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="s2">&quot;medium&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_ae069" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_ae069_level0_col0" class="col_heading level0 col0" >operations_management_administration</th>
+      <th id="T_ae069_level0_col1" class="col_heading level0 col1" >insurance</th>
+      <th id="T_ae069_level0_col2" class="col_heading level0 col2" >annual_leases_fees</th>
+      <th id="T_ae069_level0_col3" class="col_heading level0 col3" >operating_facilities</th>
+      <th id="T_ae069_level0_col4" class="col_heading level0 col4" >environmental_health_safety_monitoring</th>
+      <th id="T_ae069_level0_col5" class="col_heading level0 col5" >onshore_electrical_maintenance</th>
+      <th id="T_ae069_level0_col6" class="col_heading level0 col6" >labor</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_ae069_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_ae069_row0_col0" class="data row0 col0" >0.00</td>
+      <td id="T_ae069_row0_col1" class="data row0 col1" >0.00</td>
+      <td id="T_ae069_row0_col2" class="data row0 col2" >0.00</td>
+      <td id="T_ae069_row0_col3" class="data row0 col3" >0.00</td>
+      <td id="T_ae069_row0_col4" class="data row0 col4" >0.00</td>
+      <td id="T_ae069_row0_col5" class="data row0 col5" >0.00</td>
+      <td id="T_ae069_row0_col6" class="data row0 col6" >16,013,230.75</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals at the lowest level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">project_fixed_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="s2">&quot;high&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_3c744" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_3c744_level0_col0" class="col_heading level0 col0" >project_management_administration</th>
+      <th id="T_3c744_level0_col1" class="col_heading level0 col1" >marine_management</th>
+      <th id="T_3c744_level0_col2" class="col_heading level0 col2" >weather_forecasting</th>
+      <th id="T_3c744_level0_col3" class="col_heading level0 col3" >condition_monitoring</th>
+      <th id="T_3c744_level0_col4" class="col_heading level0 col4" >brokers_fee</th>
+      <th id="T_3c744_level0_col5" class="col_heading level0 col5" >operations_all_risk</th>
+      <th id="T_3c744_level0_col6" class="col_heading level0 col6" >business_interruption</th>
+      <th id="T_3c744_level0_col7" class="col_heading level0 col7" >third_party_liability</th>
+      <th id="T_3c744_level0_col8" class="col_heading level0 col8" >storm_coverage</th>
+      <th id="T_3c744_level0_col9" class="col_heading level0 col9" >submerge_land_lease_costs</th>
+      <th id="T_3c744_level0_col10" class="col_heading level0 col10" >transmission_charges_rights</th>
+      <th id="T_3c744_level0_col11" class="col_heading level0 col11" >operating_facilities</th>
+      <th id="T_3c744_level0_col12" class="col_heading level0 col12" >environmental_health_safety_monitoring</th>
+      <th id="T_3c744_level0_col13" class="col_heading level0 col13" >onshore_electrical_maintenance</th>
+      <th id="T_3c744_level0_col14" class="col_heading level0 col14" >labor</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_3c744_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_3c744_row0_col0" class="data row0 col0" >0.00</td>
+      <td id="T_3c744_row0_col1" class="data row0 col1" >0.00</td>
+      <td id="T_3c744_row0_col2" class="data row0 col2" >0.00</td>
+      <td id="T_3c744_row0_col3" class="data row0 col3" >0.00</td>
+      <td id="T_3c744_row0_col4" class="data row0 col4" >0.00</td>
+      <td id="T_3c744_row0_col5" class="data row0 col5" >0.00</td>
+      <td id="T_3c744_row0_col6" class="data row0 col6" >0.00</td>
+      <td id="T_3c744_row0_col7" class="data row0 col7" >0.00</td>
+      <td id="T_3c744_row0_col8" class="data row0 col8" >0.00</td>
+      <td id="T_3c744_row0_col9" class="data row0 col9" >0.00</td>
+      <td id="T_3c744_row0_col10" class="data row0 col10" >0.00</td>
+      <td id="T_3c744_row0_col11" class="data row0 col11" >0.00</td>
+      <td id="T_3c744_row0_col12" class="data row0 col12" >0.00</td>
+      <td id="T_3c744_row0_col13" class="data row0 col13" >0.00</td>
+      <td id="T_3c744_row0_col14" class="data row0 col14" >16,013,230.75</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="opex">
+<h2>OpEx<a class="headerlink" href="#opex" title="Permalink to this headline">#</a></h2>
+<p>Computes the total cost of all operating expenditures for the duration of the simulation, including fixed costs. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.opex" title="wombat.core.post_processor.Metrics.opex"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.opex()</span></code></a>.
+<strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">opex</span><span class="p">(</span><span class="s2">&quot;annual&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_a77fc" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_a77fc_level0_col0" class="col_heading level0 col0" >OpEx</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_a77fc_level0_row0" class="row_heading level0 row0" >2003</th>
+      <td id="T_a77fc_row0_col0" class="data row0 col0" >10,839,200.71</td>
+    </tr>
+    <tr>
+      <th id="T_a77fc_level0_row1" class="row_heading level0 row1" >2004</th>
+      <td id="T_a77fc_row1_col0" class="data row1 col0" >12,516,139.85</td>
+    </tr>
+    <tr>
+      <th id="T_a77fc_level0_row2" class="row_heading level0 row2" >2005</th>
+      <td id="T_a77fc_row2_col0" class="data row2 col0" >18,657,158.71</td>
+    </tr>
+    <tr>
+      <th id="T_a77fc_level0_row3" class="row_heading level0 row3" >2006</th>
+      <td id="T_a77fc_row3_col0" class="data row3 col0" >12,528,180.69</td>
+    </tr>
+    <tr>
+      <th id="T_a77fc_level0_row4" class="row_heading level0 row4" >2007</th>
+      <td id="T_a77fc_row4_col0" class="data row4 col0" >12,944,792.17</td>
+    </tr>
+    <tr>
+      <th id="T_a77fc_level0_row5" class="row_heading level0 row5" >2008</th>
+      <td id="T_a77fc_row5_col0" class="data row5 col0" >20,085,389.95</td>
+    </tr>
+    <tr>
+      <th id="T_a77fc_level0_row6" class="row_heading level0 row6" >2009</th>
+      <td id="T_a77fc_row6_col0" class="data row6 col0" >27,377,345.86</td>
+    </tr>
+    <tr>
+      <th id="T_a77fc_level0_row7" class="row_heading level0 row7" >2010</th>
+      <td id="T_a77fc_row7_col0" class="data row7 col0" >12,057,815.84</td>
+    </tr>
+    <tr>
+      <th id="T_a77fc_level0_row8" class="row_heading level0 row8" >2011</th>
+      <td id="T_a77fc_row8_col0" class="data row8 col0" >13,448,379.17</td>
+    </tr>
+    <tr>
+      <th id="T_a77fc_level0_row9" class="row_heading level0 row9" >2012</th>
+      <td id="T_a77fc_row9_col0" class="data row9 col0" >12,985,607.83</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="process-times">
+<h2>Process Times<a class="headerlink" href="#process-times" title="Permalink to this headline">#</a></h2>
+<p>Computes the total number of hours spent from repair request submission to completion, performing repairs, and the number of rquest for each repair category. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.process_times" title="wombat.core.post_processor.Metrics.process_times"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.process_times()</span></code></a>.</p>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">process_times</span><span class="p">())</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_7a21c" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_7a21c_level0_col0" class="col_heading level0 col0" >time_to_completion</th>
+      <th id="T_7a21c_level0_col1" class="col_heading level0 col1" >process_time</th>
+      <th id="T_7a21c_level0_col2" class="col_heading level0 col2" >downtime</th>
+      <th id="T_7a21c_level0_col3" class="col_heading level0 col3" >time_to_start</th>
+      <th id="T_7a21c_level0_col4" class="col_heading level0 col4" >N</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >category</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+      <th class="blank col3" >&nbsp;</th>
+      <th class="blank col4" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_7a21c_level0_row0" class="row_heading level0 row0" >annual service</th>
+      <td id="T_7a21c_row0_col0" class="data row0 col0" >1,823,914.13</td>
+      <td id="T_7a21c_row0_col1" class="data row0 col1" >96,369.50</td>
+      <td id="T_7a21c_row0_col2" class="data row0 col2" >96,369.50</td>
+      <td id="T_7a21c_row0_col3" class="data row0 col3" >1,677,645.53</td>
+      <td id="T_7a21c_row0_col4" class="data row0 col4" >720</td>
+    </tr>
+    <tr>
+      <th id="T_7a21c_level0_row1" class="row_heading level0 row1" >major repair</th>
+      <td id="T_7a21c_row1_col0" class="data row1 col0" >93,271.17</td>
+      <td id="T_7a21c_row1_col1" class="data row1 col1" >2,222.47</td>
+      <td id="T_7a21c_row1_col2" class="data row1 col2" >2,222.47</td>
+      <td id="T_7a21c_row1_col3" class="data row1 col3" >84,731.18</td>
+      <td id="T_7a21c_row1_col4" class="data row1 col4" >33</td>
+    </tr>
+    <tr>
+      <th id="T_7a21c_level0_row2" class="row_heading level0 row2" >major replacement</th>
+      <td id="T_7a21c_row2_col0" class="data row2 col0" >150,869.52</td>
+      <td id="T_7a21c_row2_col1" class="data row2 col1" >6,794.89</td>
+      <td id="T_7a21c_row2_col2" class="data row2 col2" >6,794.89</td>
+      <td id="T_7a21c_row2_col3" class="data row2 col3" >144,508.06</td>
+      <td id="T_7a21c_row2_col4" class="data row2 col4" >71</td>
+    </tr>
+    <tr>
+      <th id="T_7a21c_level0_row3" class="row_heading level0 row3" >manual reset</th>
+      <td id="T_7a21c_row3_col0" class="data row3 col0" >321,098.90</td>
+      <td id="T_7a21c_row3_col1" class="data row3 col1" >42,432.00</td>
+      <td id="T_7a21c_row3_col2" class="data row3 col2" >42,432.00</td>
+      <td id="T_7a21c_row3_col3" class="data row3 col3" >285,890.54</td>
+      <td id="T_7a21c_row3_col4" class="data row3 col4" >5,848</td>
+    </tr>
+    <tr>
+      <th id="T_7a21c_level0_row4" class="row_heading level0 row4" >medium repair</th>
+      <td id="T_7a21c_row4_col0" class="data row4 col0" >13,748.48</td>
+      <td id="T_7a21c_row4_col1" class="data row4 col1" >9,991.00</td>
+      <td id="T_7a21c_row4_col2" class="data row4 col2" >9,991.00</td>
+      <td id="T_7a21c_row4_col3" class="data row4 col3" >4,171.98</td>
+      <td id="T_7a21c_row4_col4" class="data row4 col4" >197</td>
+    </tr>
+    <tr>
+      <th id="T_7a21c_level0_row5" class="row_heading level0 row5" >minor repair</th>
+      <td id="T_7a21c_row5_col0" class="data row5 col0" >106,258.83</td>
+      <td id="T_7a21c_row5_col1" class="data row5 col1" >35,561.75</td>
+      <td id="T_7a21c_row5_col2" class="data row5 col2" >35,561.75</td>
+      <td id="T_7a21c_row5_col3" class="data row5 col3" >74,334.12</td>
+      <td id="T_7a21c_row5_col4" class="data row5 col4" >2,362</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="power-production">
+<h2>Power Production<a class="headerlink" href="#power-production" title="Permalink to this headline">#</a></h2>
+<p>Computes the total power production for the wind farm. For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.power_production" title="wombat.core.post_processor.Metrics.power_production"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.power_production()</span></code></a>.
+<strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a> options: “windfarm” and “turbine”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">units</span></code></p>
+<ul>
+<li><p>“kwh”: kilowatt-hours (kWh)</p></li>
+<li><p>“mwh”: megawatt-hours (MWh)</p></li>
+<li><p>“gwh”: gigawatt-hours (GWh)</p></li>
+</ul>
+</li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals, in kWh, at the wind farm level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">power_production</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">,</span> <span class="n">units</span><span class="o">=</span><span class="s2">&quot;kwh&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_24a6f" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_24a6f_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_24a6f_level0_row0" class="row_heading level0 row0" >Project Energy Production (kWh)</th>
+      <td id="T_24a6f_row0_col0" class="data row0 col0" >9,729,712,762.00</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals, in MWh, at the wind farm level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">power_production</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">units</span><span class="o">=</span><span class="s2">&quot;mwh&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_87e24" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_87e24_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_87e24_level0_row0" class="row_heading level0 row0" >Project Energy Production (MWh)</th>
+      <td id="T_87e24_row0_col0" class="data row0 col0" >9,729,712.76</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals, in GWh, at the wind farm level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">power_production</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_54497" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_54497_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_54497_level0_row0" class="row_heading level0 row0" >Project Energy Production (GWh)</th>
+      <td id="T_54497_row0_col0" class="data row0 col0" >9,729.71</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="net-present-value">
+<h2>Net Present Value<a class="headerlink" href="#net-present-value" title="Permalink to this headline">#</a></h2>
+<p>Calcualtes the net present value (NPV) for the project, as <span class="math notranslate nohighlight">\(NPV = (Power * OfftakePrice - OpEx) / (1 + DiscountRate)\)</span>.</p>
+<p>For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.npv" title="wombat.core.post_processor.Metrics.npv"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.npv()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#common-parameter-explanations"><span class="std std-doc">above</span></a>, options: “project”, “annual”, “monthly”, and “month-year”</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">discount_rate</span></code>: The rate of return that could be earned on alternative investments, by default 0.025.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">offtake_price</span></code>: Price of energy, per MWh, by default 80.</p></li>
+</ul>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">opex</span><span class="p">(</span><span class="s2">&quot;annual&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_3b9d9" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_3b9d9_level0_col0" class="col_heading level0 col0" >OpEx</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_3b9d9_level0_row0" class="row_heading level0 row0" >2003</th>
+      <td id="T_3b9d9_row0_col0" class="data row0 col0" >10,839,200.71</td>
+    </tr>
+    <tr>
+      <th id="T_3b9d9_level0_row1" class="row_heading level0 row1" >2004</th>
+      <td id="T_3b9d9_row1_col0" class="data row1 col0" >12,516,139.85</td>
+    </tr>
+    <tr>
+      <th id="T_3b9d9_level0_row2" class="row_heading level0 row2" >2005</th>
+      <td id="T_3b9d9_row2_col0" class="data row2 col0" >18,657,158.71</td>
+    </tr>
+    <tr>
+      <th id="T_3b9d9_level0_row3" class="row_heading level0 row3" >2006</th>
+      <td id="T_3b9d9_row3_col0" class="data row3 col0" >12,528,180.69</td>
+    </tr>
+    <tr>
+      <th id="T_3b9d9_level0_row4" class="row_heading level0 row4" >2007</th>
+      <td id="T_3b9d9_row4_col0" class="data row4 col0" >12,944,792.17</td>
+    </tr>
+    <tr>
+      <th id="T_3b9d9_level0_row5" class="row_heading level0 row5" >2008</th>
+      <td id="T_3b9d9_row5_col0" class="data row5 col0" >20,085,389.95</td>
+    </tr>
+    <tr>
+      <th id="T_3b9d9_level0_row6" class="row_heading level0 row6" >2009</th>
+      <td id="T_3b9d9_row6_col0" class="data row6 col0" >27,377,345.86</td>
+    </tr>
+    <tr>
+      <th id="T_3b9d9_level0_row7" class="row_heading level0 row7" >2010</th>
+      <td id="T_3b9d9_row7_col0" class="data row7 col0" >12,057,815.84</td>
+    </tr>
+    <tr>
+      <th id="T_3b9d9_level0_row8" class="row_heading level0 row8" >2011</th>
+      <td id="T_3b9d9_row8_col0" class="data row8 col0" >13,448,379.17</td>
+    </tr>
+    <tr>
+      <th id="T_3b9d9_level0_row9" class="row_heading level0 row9" >2012</th>
+      <td id="T_3b9d9_row9_col0" class="data row9 col0" >12,985,607.83</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="pysam-powered-results">
+<h2>PySAM-Powered Results<a class="headerlink" href="#pysam-powered-results" title="Permalink to this headline">#</a></h2>
+<p>For a number of project financial metrics, the PySAM library is utilized.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>If a “SAM_settings” file is not provided to the simulation, then the following metrics will not be able to be calculated and will raise a <code class="docutils literal notranslate"><span class="pre">NotImplementedError</span></code>.</p>
+</div>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>All PySAM integrations will raise a <code class="docutils literal notranslate"><span class="pre">NotImplementedError</span></code> because the API needs to be re-mapped for PySAM v3.0+.</p>
+</div>
+<section id="net-present-value-npv">
+<h3>Net Present Value (NPV)<a class="headerlink" href="#net-present-value-npv" title="Permalink to this headline">#</a></h3>
+<div class="cell tag_raises-exception docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">metrics</span><span class="o">.</span><span class="n">pysam_npv</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
+<span class="ne">NotImplementedError</span><span class="g g-Whitespace">                       </span>Traceback (most recent call last)
+<span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">34</span><span class="p">],</span> <span class="n">line</span> <span class="mi">1</span>
+<span class="ne">----&gt; </span><span class="mi">1</span> <span class="n">metrics</span><span class="o">.</span><span class="n">pysam_npv</span><span class="p">()</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:2285,</span> in <span class="ni">Metrics.pysam_npv</span><span class="nt">(self)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2265</span><span class="w"> </span><span class="sd">&quot;&quot;&quot;Returns the project-level after-tax net present values (NPV).</span>
+<span class="g g-Whitespace">   </span><span class="mi">2266</span><span class="sd"> </span>
+<span class="g g-Whitespace">   </span><span class="mi">2267</span><span class="sd"> See here for more:</span>
+<span class="sd">   (...)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2282</span><span class="sd">     Final, project-level NPV, in $.</span>
+<span class="g g-Whitespace">   </span><span class="mi">2283</span><span class="sd"> &quot;&quot;&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2284</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">financial_model</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+<span class="ne">-&gt; </span><span class="mi">2285</span>     <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span>
+<span class="g g-Whitespace">   </span><span class="mi">2286</span>         <span class="s2">&quot;No SAM inputs were provided, and &#39;pysam_npv()&#39; cannot be calculated!&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2287</span>     <span class="p">)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2288</span> <span class="n">npv</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">financial_model</span><span class="o">.</span><span class="n">Outputs</span><span class="o">.</span><span class="n">cf_project_return_aftertax_npv</span>
+<span class="g g-Whitespace">   </span><span class="mi">2289</span> <span class="n">npv</span> <span class="o">=</span> <span class="n">npv</span><span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">years</span><span class="p">)]</span>
+
+<span class="ne">NotImplementedError</span>: No SAM inputs were provided, and &#39;pysam_npv()&#39; cannot be calculated!
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="real-levelized-cost-of-energy-lcoe">
+<h3>Real Levelized Cost of Energy (LCOE)<a class="headerlink" href="#real-levelized-cost-of-energy-lcoe" title="Permalink to this headline">#</a></h3>
+<div class="cell tag_raises-exception docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">metrics</span><span class="o">.</span><span class="n">pysam_lcoe_real</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
+<span class="ne">NotImplementedError</span><span class="g g-Whitespace">                       </span>Traceback (most recent call last)
+<span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">35</span><span class="p">],</span> <span class="n">line</span> <span class="mi">1</span>
+<span class="ne">----&gt; </span><span class="mi">1</span> <span class="n">metrics</span><span class="o">.</span><span class="n">pysam_lcoe_real</span><span class="p">()</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:2313,</span> in <span class="ni">Metrics.pysam_lcoe_real</span><span class="nt">(self)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2293</span><span class="w"> </span><span class="sd">&quot;&quot;&quot;Returns the real levelized cost of energy (LCOE) from PySAM.</span>
+<span class="g g-Whitespace">   </span><span class="mi">2294</span><span class="sd"> </span>
+<span class="g g-Whitespace">   </span><span class="mi">2295</span><span class="sd"> See here for more:</span>
+<span class="sd">   (...)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2310</span><span class="sd">     Real LCOE, in $/kW.</span>
+<span class="g g-Whitespace">   </span><span class="mi">2311</span><span class="sd"> &quot;&quot;&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2312</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">financial_model</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+<span class="ne">-&gt; </span><span class="mi">2313</span>     <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span>
+<span class="g g-Whitespace">   </span><span class="mi">2314</span>         <span class="s2">&quot;No SAM inputs were provided, and &#39;pysam_lcoe_real()&#39; cannot be&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2315</span>         <span class="s2">&quot; calculated!&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2316</span>     <span class="p">)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2317</span> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">financial_model</span><span class="o">.</span><span class="n">Outputs</span><span class="o">.</span><span class="n">lcoe_real</span> <span class="o">/</span> <span class="mf">100.0</span>
+
+<span class="ne">NotImplementedError</span>: No SAM inputs were provided, and &#39;pysam_lcoe_real()&#39; cannot be calculated!
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="nominal-levelized-cost-of-energy-lcoe">
+<h3>Nominal Levelized Cost of Energy (LCOE)<a class="headerlink" href="#nominal-levelized-cost-of-energy-lcoe" title="Permalink to this headline">#</a></h3>
+<div class="cell tag_raises-exception docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">metrics</span><span class="o">.</span><span class="n">pysam_lcoe_nominal</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
+<span class="ne">NotImplementedError</span><span class="g g-Whitespace">                       </span>Traceback (most recent call last)
+<span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">36</span><span class="p">],</span> <span class="n">line</span> <span class="mi">1</span>
+<span class="ne">----&gt; </span><span class="mi">1</span> <span class="n">metrics</span><span class="o">.</span><span class="n">pysam_lcoe_nominal</span><span class="p">()</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:2340,</span> in <span class="ni">Metrics.pysam_lcoe_nominal</span><span class="nt">(self)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2320</span><span class="w"> </span><span class="sd">&quot;&quot;&quot;Returns the nominal levelized cost of energy (LCOE) from PySAM.</span>
+<span class="g g-Whitespace">   </span><span class="mi">2321</span><span class="sd"> </span>
+<span class="g g-Whitespace">   </span><span class="mi">2322</span><span class="sd"> See here for more:</span>
+<span class="sd">   (...)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2337</span><span class="sd">     Nominal LCOE, in $/kW.</span>
+<span class="g g-Whitespace">   </span><span class="mi">2338</span><span class="sd"> &quot;&quot;&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2339</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">financial_model</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+<span class="ne">-&gt; </span><span class="mi">2340</span>     <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span>
+<span class="g g-Whitespace">   </span><span class="mi">2341</span>         <span class="s2">&quot;No SAM inputs were provided, and &#39;pysam_lcoe_nominal()&#39; cannot&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2342</span>         <span class="s2">&quot; be calculated!&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2343</span>     <span class="p">)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2344</span> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">financial_model</span><span class="o">.</span><span class="n">Outputs</span><span class="o">.</span><span class="n">lcoe_nom</span> <span class="o">/</span> <span class="mf">100.0</span>
+
+<span class="ne">NotImplementedError</span>: No SAM inputs were provided, and &#39;pysam_lcoe_nominal()&#39; cannot be calculated!
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="after-tax-internal-return-rate-irr">
+<h3>After-tax Internal Return Rate (IRR)<a class="headerlink" href="#after-tax-internal-return-rate-irr" title="Permalink to this headline">#</a></h3>
+<div class="cell tag_raises-exception docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">metrics</span><span class="o">.</span><span class="n">pysam_irr</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
+<span class="ne">NotImplementedError</span><span class="g g-Whitespace">                       </span>Traceback (most recent call last)
+<span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">37</span><span class="p">],</span> <span class="n">line</span> <span class="mi">1</span>
+<span class="ne">----&gt; </span><span class="mi">1</span> <span class="n">metrics</span><span class="o">.</span><span class="n">pysam_irr</span><span class="p">()</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:2367,</span> in <span class="ni">Metrics.pysam_irr</span><span class="nt">(self)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2347</span><span class="w"> </span><span class="sd">&quot;&quot;&quot;Returns the project-level after-tax internal return rate (IRR).</span>
+<span class="g g-Whitespace">   </span><span class="mi">2348</span><span class="sd"> </span>
+<span class="g g-Whitespace">   </span><span class="mi">2349</span><span class="sd"> See here for more:</span>
+<span class="sd">   (...)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2364</span><span class="sd">     Annual after-tax IRR value, in %.</span>
+<span class="g g-Whitespace">   </span><span class="mi">2365</span><span class="sd"> &quot;&quot;&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2366</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">financial_model</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+<span class="ne">-&gt; </span><span class="mi">2367</span>     <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span>
+<span class="g g-Whitespace">   </span><span class="mi">2368</span>         <span class="s2">&quot;No SAM inputs were provided, and &#39;pysam_irr()&#39; cannot be calculated!&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2369</span>     <span class="p">)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2370</span> <span class="n">irr</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">financial_model</span><span class="o">.</span><span class="n">Outputs</span><span class="o">.</span><span class="n">cf_project_return_aftertax_irr</span>
+<span class="g g-Whitespace">   </span><span class="mi">2371</span> <span class="n">irr</span> <span class="o">=</span> <span class="n">irr</span><span class="p">[</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">years</span><span class="p">)]</span>
+
+<span class="ne">NotImplementedError</span>: No SAM inputs were provided, and &#39;pysam_irr()&#39; cannot be calculated!
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="combined-pysam-outputs">
+<h3>Combined PySAM Outputs<a class="headerlink" href="#combined-pysam-outputs" title="Permalink to this headline">#</a></h3>
+<div class="cell tag_raises-exception docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">metrics</span><span class="o">.</span><span class="n">pysam_all_outputs</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
+<span class="ne">NotImplementedError</span><span class="g g-Whitespace">                       </span>Traceback (most recent call last)
+<span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">38</span><span class="p">],</span> <span class="n">line</span> <span class="mi">1</span>
+<span class="ne">----&gt; </span><span class="mi">1</span> <span class="n">metrics</span><span class="o">.</span><span class="n">pysam_all_outputs</span><span class="p">()</span>
+
+<span class="nn">File /opt/hostedtoolcache/Python/3.10.12/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:2398,</span> in <span class="ni">Metrics.pysam_all_outputs</span><span class="nt">(self)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2375</span><span class="w"> </span><span class="sd">&quot;&quot;&quot;Returns all the possible PySAM outputs that are included in this module as</span>
+<span class="g g-Whitespace">   </span><span class="mi">2376</span><span class="sd"> columns in the following order.</span>
+<span class="g g-Whitespace">   </span><span class="mi">2377</span><span class="sd"> </span>
+<span class="sd">   (...)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2395</span><span class="sd">     Project financial values values.</span>
+<span class="g g-Whitespace">   </span><span class="mi">2396</span><span class="sd"> &quot;&quot;&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2397</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">financial_model</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+<span class="ne">-&gt; </span><span class="mi">2398</span>     <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span>
+<span class="g g-Whitespace">   </span><span class="mi">2399</span>         <span class="s2">&quot;No SAM inputs were provided, and &#39;pysam_all_outputs()&#39; cannot&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2400</span>         <span class="s2">&quot; be calculated!&quot;</span>
+<span class="g g-Whitespace">   </span><span class="mi">2401</span>     <span class="p">)</span>
+<span class="g g-Whitespace">   </span><span class="mi">2402</span> <span class="n">financials</span> <span class="o">=</span> <span class="p">[</span>
+<span class="g g-Whitespace">   </span><span class="mi">2403</span>     <span class="bp">self</span><span class="o">.</span><span class="n">pysam_npv</span><span class="p">(),</span>
+<span class="g g-Whitespace">   </span><span class="mi">2404</span>     <span class="bp">self</span><span class="o">.</span><span class="n">pysam_lcoe_nominal</span><span class="p">(),</span>
+<span class="g g-Whitespace">   </span><span class="mi">2405</span>     <span class="bp">self</span><span class="o">.</span><span class="n">pysam_lcoe_real</span><span class="p">(),</span>
+<span class="g g-Whitespace">   </span><span class="mi">2406</span>     <span class="bp">self</span><span class="o">.</span><span class="n">pysam_irr</span><span class="p">(),</span>
+<span class="g g-Whitespace">   </span><span class="mi">2407</span> <span class="p">]</span>
+<span class="g g-Whitespace">   </span><span class="mi">2408</span> <span class="n">descriptions</span> <span class="o">=</span> <span class="p">[</span>
+<span class="g g-Whitespace">   </span><span class="mi">2409</span>     <span class="s2">&quot;After Tax NPV ($)&quot;</span><span class="p">,</span>
+<span class="g g-Whitespace">   </span><span class="mi">2410</span>     <span class="s2">&quot;Nominal LCOE ($/kW)&quot;</span><span class="p">,</span>
+<span class="g g-Whitespace">   </span><span class="mi">2411</span>     <span class="s2">&quot;Real LCOE ($/kW)&quot;</span><span class="p">,</span>
+<span class="g g-Whitespace">   </span><span class="mi">2412</span>     <span class="s2">&quot;After Tax IRR (%)&quot;</span><span class="p">,</span>
+<span class="g g-Whitespace">   </span><span class="mi">2413</span> <span class="p">]</span>
+
+<span class="ne">NotImplementedError</span>: No SAM inputs were provided, and &#39;pysam_all_outputs()&#39; cannot be calculated!
+</pre></div>
+</div>
+</div>
+</div>
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new file mode 100644
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+   WOMBAT Setup and Variables
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#imports-and-notebook-configuration">
+   Imports and notebook configuration
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#simulation-and-results-setup">
+   Simulation and results setup
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#run-the-simulations-and-display-the-results">
+   Run the simulations and display the results
+  </a>
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+
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+                <h1>Servicing Strategies</h1>
+                <!-- Table of contents -->
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+                    <div id="jb-print-toc">
+                        
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+                            <h2> Contents </h2>
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+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#wombat-setup-and-variables">
+   WOMBAT Setup and Variables
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#imports-and-notebook-configuration">
+   Imports and notebook configuration
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#simulation-and-results-setup">
+   Simulation and results setup
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#run-the-simulations-and-display-the-results">
+   Run the simulations and display the results
+  </a>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="servicing-strategies">
+<h1>Servicing Strategies<a class="headerlink" href="#servicing-strategies" title="Permalink to this headline">#</a></h1>
+<p>In this example, we’ll demonstrate the essential differences in scheduled servicing, unscheduled servicing, and tow-to-port repair repair strategies. Each of the examples demonstrated below will be based on the 2015 Dinwoodie, et al. paper, though the the variations will be for demonstration purposes only.</p>
+<section id="wombat-setup-and-variables">
+<h2>WOMBAT Setup and Variables<a class="headerlink" href="#wombat-setup-and-variables" title="Permalink to this headline">#</a></h2>
+<p>The vessels that will be changed in this demonstration are the field support vessel (FSV) with capability: “SCN”, the heavy lift vessel (HLV) with capability: “LCN”, and the tugboats, which have capability: “TOW”.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>When running tow-to-port a <code class="docutils literal notranslate"><span class="pre">Port</span></code> configuration is also required, which will control the tugboats. However, the port costs will still be accounted for in the
+<code class="docutils literal notranslate"><span class="pre">FixedCosts</span></code> class as port fees are assumed to be constant. These costs are not considered in this example, so differences in cost should be taken with a grain
+of salt given the reduction of HLV and FSV operational and mobilization costs.</p>
+</div>
+<p>Scenario descriptions:</p>
+<ul class="simple">
+<li><p><strong>Scheduled</strong>: exactly the same as the base case (fsv_scheduled.yaml and hlv_scheduled.yaml)</p></li>
+<li><p><strong>Unscheduled: requests</strong>: the FSV and HLV are called to site when 10 requests that
+they can service are logged (fsv_requests.yaml and hlv_requests.yaml)</p></li>
+<li><p><strong>Unscheduled: downtime</strong>: the FSV and HLV are called to site once the wind farm’s
+operating level hits 90% or lower (fsv_downtime.yaml and hlv_downtime.yaml)</p></li>
+<li><p><strong>Unscheduled: tow-to-port</strong>: the FSV and HLV will be replaced with three identical
+tugboats (tugboat1.yaml, tugboat2.yaml, tugboat3.yaml), and all the failures associated
+with the FSV and HLV will be changed to capability “TOW” to trigger the tow-to-port
+repairs. These processes will be triggered on the first request (WOMBAT base
+assumption that can’t be changed for now).</p></li>
+</ul>
+<p>In this example, we will demonstrate how the results for the base case for the Dinwoodie, et al. example vary based on how each of the vessels are scheduled. The configuration details all remain the same, regardless of details, except for the strategy information, which is defined as follows:</p>
+<p>This example is set up similarly to that of the validation cases to show how the results differ, and not a step-by-step guide for setting up the analyses. We refer the reader to the exensive <a class="reference internal" href="../API/index.html"><span class="doc std std-doc">documentation</span></a> and <a class="reference internal" href="how_to.html"><span class="doc std std-doc">How To example</span></a> for more information.</p>
+</section>
+<section id="imports-and-notebook-configuration">
+<h2>Imports and notebook configuration<a class="headerlink" href="#imports-and-notebook-configuration" title="Permalink to this headline">#</a></h2>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">copy</span> <span class="kn">import</span> <span class="n">deepcopy</span>
+<span class="kn">from</span> <span class="nn">time</span> <span class="kn">import</span> <span class="n">perf_counter</span>
+
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="n">Simulation</span>
+<span class="kn">from</span> <span class="nn">wombat.core.library</span> <span class="kn">import</span> <span class="n">DINWOODIE</span>
+
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_rows&quot;</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_columns&quot;</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">options</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">float_format</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="si">{:,.2f}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="simulation-and-results-setup">
+<h2>Simulation and results setup<a class="headerlink" href="#simulation-and-results-setup" title="Permalink to this headline">#</a></h2>
+<p>Here we’re providing the names of the configuration files (found at: dinwoodie / config)
+without their .yaml extensions (added in later) and the results that we want to compare
+between simulations to understand some of the timing and cost trade offs between
+simulations.</p>
+<p>The dictionary of keys and lists will be used to create the results data frame where the
+keys will be the indices and the lists will be the row values for each of the above
+configurations.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">configs</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="s2">&quot;base_scheduled&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;base_requests&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;base_downtime&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;base_tow_to_port&quot;</span><span class="p">,</span>
+<span class="p">]</span>
+
+<span class="n">columns</span> <span class="o">=</span> <span class="n">deepcopy</span><span class="p">(</span><span class="n">configs</span><span class="p">)</span> <span class="c1"># Create a unique copy of the config names for column naming</span>
+<span class="n">results</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s2">&quot;availability - time based&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;availability - production based&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;capacity factor - net&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;capacity factor - gross&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;power production&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;task completion rate&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;annual direct O&amp;M cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;annual vessel cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;ctv cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;fsv cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;hlv cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;tow cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;annual repair cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;annual technician cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;ctv utilization&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;fsv utilization&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;hlv utilization&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;tow utilization&quot;</span><span class="p">:</span> <span class="p">[],</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="run-the-simulations-and-display-the-results">
+<h2>Run the simulations and display the results<a class="headerlink" href="#run-the-simulations-and-display-the-results" title="Permalink to this headline">#</a></h2>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">timing_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;Load Time (min)&quot;</span><span class="p">,</span> <span class="s2">&quot;Run Time (min)&quot;</span><span class="p">],</span> <span class="n">index</span><span class="o">=</span><span class="n">configs</span><span class="p">)</span>
+<span class="n">timing_df</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="s2">&quot;Scenario&quot;</span>
+
+<span class="k">for</span> <span class="n">config</span> <span class="ow">in</span> <span class="n">configs</span><span class="p">:</span>
+
+    <span class="c1"># Load the simulation</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+    <span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span><span class="n">DINWOODIE</span> <span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">config</span><span class="si">}</span><span class="s2">.yaml&quot;</span><span class="p">)</span>
+    <span class="n">end</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+    <span class="n">timing_df</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">config</span><span class="p">,</span> <span class="s2">&quot;Load Time (min)&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">end</span> <span class="o">-</span> <span class="n">start</span><span class="p">)</span> <span class="o">/</span> <span class="mi">60</span>
+
+    <span class="c1"># Run the simulation</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+    <span class="n">sim</span><span class="o">.</span><span class="n">run</span><span class="p">()</span>
+    <span class="n">end</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+    <span class="n">timing_df</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">config</span><span class="p">,</span> <span class="s2">&quot;Run Time (min)&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">end</span> <span class="o">-</span> <span class="n">start</span><span class="p">)</span> <span class="o">/</span> <span class="mi">60</span>
+
+    <span class="c1"># Gather the results of interest</span>
+    <span class="n">years</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+    <span class="n">mil</span> <span class="o">=</span> <span class="mi">1000000</span>
+
+    <span class="c1"># Gather the high-level results for the simulation</span>
+    <span class="n">availability_time</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+    <span class="n">availability_production</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">production_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+    <span class="n">cf_net</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;net&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+    <span class="n">cf_gross</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;gross&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+    <span class="n">power_production</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">power_production</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+    <span class="n">completion_rate</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">task_completion_rate</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;both&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">)</span>
+    <span class="n">parts</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">events</span><span class="p">[[</span><span class="s2">&quot;materials_cost&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="n">techs</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">project_fixed_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="s2">&quot;low&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">operations</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+    <span class="n">total</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">events</span><span class="p">[[</span><span class="s2">&quot;total_cost&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+    <span class="c1"># Gather the equipment costs and separate the results by equipment type</span>
+    <span class="n">equipment</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">equipment_sum</span> <span class="o">=</span> <span class="n">equipment</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="n">hlv</span> <span class="o">=</span> <span class="n">equipment</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">equipment</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Heavy Lift Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="n">fsv</span> <span class="o">=</span> <span class="n">equipment</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">equipment</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Field Support Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="n">ctv</span> <span class="o">=</span> <span class="n">equipment</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">equipment</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Crew Transfer Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="n">tow</span> <span class="o">=</span> <span class="n">equipment</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">equipment</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Tugboat&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+    <span class="c1"># Gather the equipment utilization data frame and separate the results by equipment type</span>
+    <span class="n">utilization</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">service_equipment_utilization</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">)</span>
+    <span class="n">hlv_ur</span> <span class="o">=</span> <span class="n">utilization</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">utilization</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Heavy Lift Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
+    <span class="n">fsv_ur</span> <span class="o">=</span> <span class="n">utilization</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">utilization</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Field Support Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
+    <span class="n">ctv_ur</span> <span class="o">=</span> <span class="n">utilization</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">utilization</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Crew Transfer Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
+    <span class="n">tow_ur</span> <span class="o">=</span> <span class="n">utilization</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">utilization</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Tugboat&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
+
+    <span class="c1"># Log the results of interest</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;availability - time based&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">availability_time</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;availability - production based&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">availability_production</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;capacity factor - net&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">cf_net</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;capacity factor - gross&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">cf_gross</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;power production&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">power_production</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;task completion rate&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">completion_rate</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;annual direct O&amp;M cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">total</span> <span class="o">+</span> <span class="n">techs</span><span class="p">)</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;annual vessel cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">equipment_sum</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;ctv cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">ctv</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;fsv cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">fsv</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;hlv cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">hlv</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;tow cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">tow</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;annual repair cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">parts</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;annual technician cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">techs</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;ctv utilization&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">ctv_ur</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;fsv utilization&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">fsv_ur</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;hlv utilization&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">hlv_ur</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;tow utilization&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">tow_ur</span><span class="p">)</span>
+
+    <span class="c1"># Clear the logs</span>
+    <span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+
+<span class="n">timing_df</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>Load Time (min)</th>
+      <th>Run Time (min)</th>
+    </tr>
+    <tr>
+      <th>Scenario</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>base_scheduled</th>
+      <td>0.06</td>
+      <td>1.20</td>
+    </tr>
+    <tr>
+      <th>base_requests</th>
+      <td>0.06</td>
+      <td>1.28</td>
+    </tr>
+    <tr>
+      <th>base_downtime</th>
+      <td>0.06</td>
+      <td>1.29</td>
+    </tr>
+    <tr>
+      <th>base_tow_to_port</th>
+      <td>0.06</td>
+      <td>1.75</td>
+    </tr>
+  </tbody>
+</table>
+</div></div></div>
+</div>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">results_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">results</span><span class="o">.</span><span class="n">values</span><span class="p">(),</span> <span class="n">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="n">results</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+<span class="n">results_df</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>base_scheduled</th>
+      <th>base_requests</th>
+      <th>base_downtime</th>
+      <th>base_tow_to_port</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>availability - time based</th>
+      <td>0.97</td>
+      <td>0.97</td>
+      <td>0.97</td>
+      <td>0.96</td>
+    </tr>
+    <tr>
+      <th>availability - production based</th>
+      <td>0.97</td>
+      <td>0.97</td>
+      <td>0.97</td>
+      <td>0.96</td>
+    </tr>
+    <tr>
+      <th>capacity factor - net</th>
+      <td>0.46</td>
+      <td>0.46</td>
+      <td>0.46</td>
+      <td>0.46</td>
+    </tr>
+    <tr>
+      <th>capacity factor - gross</th>
+      <td>0.48</td>
+      <td>0.48</td>
+      <td>0.48</td>
+      <td>0.48</td>
+    </tr>
+    <tr>
+      <th>power production</th>
+      <td>9,766.97</td>
+      <td>9,729.99</td>
+      <td>9,778.88</td>
+      <td>9,611.41</td>
+    </tr>
+    <tr>
+      <th>task completion rate</th>
+      <td>0.99</td>
+      <td>1.00</td>
+      <td>0.99</td>
+      <td>0.89</td>
+    </tr>
+    <tr>
+      <th>annual direct O&amp;M cost</th>
+      <td>17.26</td>
+      <td>15.07</td>
+      <td>5.45</td>
+      <td>12.57</td>
+    </tr>
+    <tr>
+      <th>annual vessel cost</th>
+      <td>11.78</td>
+      <td>9.24</td>
+      <td>1.92</td>
+      <td>2.11</td>
+    </tr>
+    <tr>
+      <th>ctv cost</th>
+      <td>1.92</td>
+      <td>1.92</td>
+      <td>1.92</td>
+      <td>1.92</td>
+    </tr>
+    <tr>
+      <th>fsv cost</th>
+      <td>0.27</td>
+      <td>0.21</td>
+      <td>0.00</td>
+      <td>0.00</td>
+    </tr>
+    <tr>
+      <th>hlv cost</th>
+      <td>9.60</td>
+      <td>7.11</td>
+      <td>0.00</td>
+      <td>0.00</td>
+    </tr>
+    <tr>
+      <th>tow cost</th>
+      <td>0.00</td>
+      <td>0.00</td>
+      <td>0.00</td>
+      <td>0.19</td>
+    </tr>
+    <tr>
+      <th>annual repair cost</th>
+      <td>3.88</td>
+      <td>4.23</td>
+      <td>1.93</td>
+      <td>6.86</td>
+    </tr>
+    <tr>
+      <th>annual technician cost</th>
+      <td>1.60</td>
+      <td>1.60</td>
+      <td>1.60</td>
+      <td>1.60</td>
+    </tr>
+    <tr>
+      <th>ctv utilization</th>
+      <td>1.00</td>
+      <td>1.00</td>
+      <td>1.00</td>
+      <td>1.00</td>
+    </tr>
+    <tr>
+      <th>fsv utilization</th>
+      <td>0.99</td>
+      <td>0.93</td>
+      <td>0.00</td>
+      <td>0.00</td>
+    </tr>
+    <tr>
+      <th>hlv utilization</th>
+      <td>1.00</td>
+      <td>0.93</td>
+      <td>0.00</td>
+      <td>0.00</td>
+    </tr>
+    <tr>
+      <th>tow utilization</th>
+      <td>0.00</td>
+      <td>0.00</td>
+      <td>0.00</td>
+      <td>0.83</td>
+    </tr>
+  </tbody>
+</table>
+</div></div></div>
+</div>
+</section>
+</section>
+
+
+              </div>
+              
+            </main>
+            <footer class="footer-article noprint">
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+</html>
\ No newline at end of file
diff --git a/genindex.html b/genindex.html
new file mode 100644
index 00000000..d8726419
--- /dev/null
+++ b/genindex.html
@@ -0,0 +1,1015 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>Index &#8212; WOMBAT v0.8.1</title>
+    
+  <!-- Loaded before other Sphinx assets -->
+  <link href="_static/styles/theme.css?digest=1999514e3f237ded88cf" rel="stylesheet">
+<link href="_static/styles/pydata-sphinx-theme.css?digest=1999514e3f237ded88cf" rel="stylesheet">
+
+    
+  <link rel="stylesheet"
+    href="_static/vendor/fontawesome/5.13.0/css/all.min.css">
+  <link rel="preload" as="font" type="font/woff2" crossorigin
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+    
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=1999514e3f237ded88cf">
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+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
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+</div><form class="bd-search d-flex align-items-center" action="search.html" method="get">
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+            <li class="toctree-l1">
+                <a class="reference internal" href="index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="install.html">
+   Installation
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="presentations.html">
+   Presentations and Publications
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="team.html">
+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="examples/index.html">
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+     How To Use WOMBAT
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+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/strategy_demonstration.html">
+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/examples_reference.html">
+     Examples Reference
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+   Change Log
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+
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+      <li>
+        <a href="https://github.com/WISDEM/WOMBAT"
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+title="Source repository"
+>
+  
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+<span class="headerbtn__icon-container">
+  <i class="fab fa-github"></i>
+  </span>
+<span class="headerbtn__text-container">repository</span>
+</a>
+
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+      
+      <li>
+        <a href="https://github.com/WISDEM/WOMBAT/issues/new?title=Issue%20on%20page%20%2Fgenindex.html&body=Your%20issue%20content%20here."
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+<!-- Table of contents -->
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+            <!-- Table of contents that is only displayed when printing the page -->
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+                <h1></h1>
+                <!-- Table of contents -->
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+            <main id="main-content" role="main">
+                
+              <div>
+                
+
+<h1 id="index">Index</h1>
+
+<div class="genindex-jumpbox">
+ <a href="#A"><strong>A</strong></a>
+ | <a href="#C"><strong>C</strong></a>
+ | <a href="#D"><strong>D</strong></a>
+ | <a href="#E"><strong>E</strong></a>
+ | <a href="#F"><strong>F</strong></a>
+ | <a href="#G"><strong>G</strong></a>
+ | <a href="#H"><strong>H</strong></a>
+ | <a href="#I"><strong>I</strong></a>
+ | <a href="#L"><strong>L</strong></a>
+ | <a href="#M"><strong>M</strong></a>
+ | <a href="#N"><strong>N</strong></a>
+ | <a href="#O"><strong>O</strong></a>
+ | <a href="#P"><strong>P</strong></a>
+ | <a href="#R"><strong>R</strong></a>
+ | <a href="#S"><strong>S</strong></a>
+ | <a href="#T"><strong>T</strong></a>
+ | <a href="#U"><strong>U</strong></a>
+ | <a href="#V"><strong>V</strong></a>
+ | <a href="#W"><strong>W</strong></a>
+ 
+</div>
+<h2 id="A">A</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure.assign_id">assign_id() (wombat.core.data_classes.Failure method)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.Maintenance.assign_id">(wombat.core.data_classes.Maintenance method)</a>
+</li>
+        <li><a href="API/types.html#wombat.core.data_classes.RepairRequest.assign_id">(wombat.core.data_classes.RepairRequest method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+</tr></table>
+
+<h2 id="C">C</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.windfarm.system.cable.Cable">Cable (class in wombat.windfarm.system.cable)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.windfarm.Windfarm.cable">cable() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.calculate_delay_from_forecast">calculate_delay_from_forecast() (in module wombat.core.service_equipment)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.windfarm.Windfarm.calculate_distance_matrix">calculate_distance_matrix() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.capacity_factor">capacity_factor() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.cleanup_log_files">cleanup_log_files() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.component_costs">component_costs() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Configuration">Configuration (class in wombat.core.simulation_api)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.consecutive_groups">consecutive_groups() (in module wombat.core.service_equipment)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.crew_transfer">crew_transfer() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.windfarm.Windfarm.current_availability">current_availability (wombat.windfarm.windfarm.Windfarm property)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.windfarm.Windfarm.current_availability_wo_servicing">current_availability_wo_servicing (wombat.windfarm.windfarm.Windfarm property)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.current_time">current_time (wombat.core.environment.WombatEnvironment property)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="D">D</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.date_ix">date_ix() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.ServiceEquipmentData.determine_type">determine_type() (wombat.core.data_classes.ServiceEquipmentData method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="E">E</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager.enable_requests_for_system">enable_requests_for_system() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.enable_string_operations">enable_string_operations() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.equipment_costs">equipment_costs() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.equipment_labor_cost_breakdowns">equipment_labor_cost_breakdowns() (wombat.core.post_processor.Metrics method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="F">F</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure">Failure (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window">find_interrupted_weather_window() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window">find_uninterrupted_weather_window() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.cable.Cable.finish_setup">finish_setup() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.windfarm.windfarm.Windfarm.finish_setup">(wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.finish_setup_with_environment_variables">finish_setup_with_environment_variables() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.FixedCosts">FixedCosts (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation.from_config">from_config() (wombat.core.simulation_api.Simulation class method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.FromDictMixin.from_dict">from_dict() (wombat.core.data_classes.FromDictMixin class method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.from_simulation_outputs">from_simulation_outputs() (wombat.core.post_processor.Metrics class method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.FromDictMixin">FromDictMixin (class in wombat.core.data_classes)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="G">G</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.port.Port.get_all_requests_for_system">get_all_requests_for_system() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager.get_all_requests_for_system">(wombat.core.repair_management.RepairManager method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.get_next_request">get_next_request() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager.get_request_by_severity">get_request_by_severity() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager.get_request_by_system">get_request_by_system() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.get_speed">get_speed() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="H">H</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager.halt_requests_for_system">halt_requests_for_system() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.hour_in_shift">hour_in_shift() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure.hours_to_next_failure">hours_to_next_failure() (wombat.core.data_classes.Failure method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.port.Port.hours_to_next_operational_date">hours_to_next_operational_date() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.hours_to_next_operational_date">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.hours_to_next_shift">hours_to_next_shift() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="I">I</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.in_situ_repair">in_situ_repair() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.port.Port.initialize_cost_calculators">initialize_cost_calculators() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.initialize_cost_calculators">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes">interrupt_all_subassembly_processes() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.windfarm.system.subassembly.Subassembly.interrupt_all_subassembly_processes">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+        <li><a href="API/simulation.html#wombat.windfarm.system.system.System.interrupt_all_subassembly_processes">(wombat.windfarm.system.system.System method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.windfarm.system.cable.Cable.interrupt_processes">interrupt_processes() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.windfarm.system.subassembly.Subassembly.interrupt_processes">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.is_workshift">is_workshift() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="L">L</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.labor_costs">labor_costs() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.load_events_log_dataframe">load_events_log_dataframe() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.load_operations_log_dataframe">load_operations_log_dataframe() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.log_action">log_action() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="M">M</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.Maintenance">Maintenance (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics">Metrics (class in wombat.core.post_processor)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.mobilize">mobilize() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.mobilize_scheduled">mobilize_scheduled() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li>
+    module
+
+      <ul>
+        <li><a href="API/simulation.html#module-wombat.core.port">wombat.core.port</a>
+</li>
+        <li><a href="API/simulation.html#module-wombat.core.service_equipment">wombat.core.service_equipment</a>
+</li>
+        <li><a href="API/simulation.html#module-wombat.windfarm.system.cable">wombat.windfarm.system.cable</a>
+</li>
+        <li><a href="API/simulation.html#module-wombat.windfarm.system.subassembly">wombat.windfarm.system.subassembly</a>
+</li>
+        <li><a href="API/simulation.html#module-wombat.windfarm.system.system">wombat.windfarm.system.system</a>
+</li>
+        <li><a href="API/simulation.html#module-wombat.windfarm.windfarm">wombat.windfarm.windfarm</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.mooring_connection">mooring_connection() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="N">N</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates">non_operational_dates (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates_set">non_operational_dates_set (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates_set">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_end">non_operational_end (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_end">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+        <li><a href="API/simulation_api.html#wombat.core.simulation_api.Configuration.non_operational_end">(wombat.core.simulation_api.Configuration attribute)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_start">non_operational_start (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_start">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+        <li><a href="API/simulation_api.html#wombat.core.simulation_api.Configuration.non_operational_start">(wombat.core.simulation_api.Configuration attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.non_stop_shift">non_stop_shift (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_stop_shift">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.npv">npv() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.number_of_tows">number_of_tows() (wombat.core.post_processor.Metrics method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="O">O</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.operating_dates_set">operating_dates_set (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.system.System.operating_level">operating_level (wombat.windfarm.system.system.System property)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.windfarm.system.system.System.operating_level_wo_servicing">operating_level_wo_servicing (wombat.windfarm.system.system.System property)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.opex">opex() (wombat.core.post_processor.Metrics method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="P">P</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.port.Port">Port (class in wombat.core.port)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.port_distance">port_distance (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.port_distance">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+        <li><a href="API/simulation_api.html#wombat.core.simulation_api.Configuration.port_distance">(wombat.core.simulation_api.Configuration attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.system.System.power">power() (wombat.windfarm.system.system.System method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.power_production">power_production() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.power_production_potential_to_csv">power_production_potential_to_csv() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.port.Port.process_repair">process_repair() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.process_repair">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.process_times">process_times() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.production_based_availability">production_based_availability() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.project_fixed_costs">project_fixed_costs() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager.purge_subassembly_requests">purge_subassembly_requests() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.pysam_all_outputs">pysam_all_outputs() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.pysam_irr">pysam_irr() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.pysam_lcoe_nominal">pysam_lcoe_nominal() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.pysam_lcoe_real">pysam_lcoe_real() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.pysam_npv">pysam_npv() (wombat.core.post_processor.Metrics method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="R">R</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Configuration.random_generator">random_generator (wombat.core.simulation_api.Configuration attribute)</a>
+
+      <ul>
+        <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation.random_generator">(wombat.core.simulation_api.Simulation attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Configuration.random_seed">random_seed (wombat.core.simulation_api.Configuration attribute)</a>
+
+      <ul>
+        <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation.random_seed">(wombat.core.simulation_api.Simulation attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.reconnection_hours">reconnection_hours (wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.subassembly.Subassembly.recreate_processes">recreate_processes() (wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed">reduced_speed (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+        <li><a href="API/simulation_api.html#wombat.core.simulation_api.Configuration.reduced_speed">(wombat.core.simulation_api.Configuration attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_dates">reduced_speed_dates (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_dates">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_end">reduced_speed_end (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_end">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+        <li><a href="API/simulation_api.html#wombat.core.simulation_api.Configuration.reduced_speed_end">(wombat.core.simulation_api.Configuration attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_start">reduced_speed_start (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_start">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+        <li><a href="API/simulation_api.html#wombat.core.simulation_api.Configuration.reduced_speed_start">(wombat.core.simulation_api.Configuration attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager.register_repair">register_repair() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly">register_repair_with_subassembly() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager.register_request">register_request() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.port.Port.repair_single">repair_single() (wombat.core.port.Port method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager">RepairManager (class in wombat.core.repair_management)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.RepairRequest">RepairRequest (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure.replacement">replacement (wombat.core.data_classes.Failure attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.Maintenance.replacement">(wombat.core.data_classes.Maintenance attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure.request_id">request_id (wombat.core.data_classes.Failure attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.Maintenance.request_id">(wombat.core.data_classes.Maintenance attribute)</a>
+</li>
+        <li><a href="API/types.html#wombat.core.data_classes.RepairRequest.request_id">(wombat.core.data_classes.RepairRequest attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager.request_map">request_map (wombat.core.repair_management.RepairManager property)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.reset_system_operations">reset_system_operations() (in module wombat.core.service_equipment)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure.rng">rng (wombat.core.data_classes.Failure attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.SubassemblyData.rng">(wombat.core.data_classes.SubassemblyData attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.run">run() (wombat.core.environment.WombatEnvironment method)</a>
+
+      <ul>
+        <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation.run">(wombat.core.simulation_api.Simulation method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.port.Port.run_repairs">run_repairs() (wombat.core.port.Port method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.run_scheduled_in_situ">run_scheduled_in_situ() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.cable.Cable.run_single_failure">run_single_failure() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.windfarm.system.subassembly.Subassembly.run_single_failure">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.cable.Cable.run_single_maintenance">run_single_maintenance() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.windfarm.system.subassembly.Subassembly.run_single_maintenance">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.port.Port.run_tow_to_port">run_tow_to_port() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.run_tow_to_port">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.run_tow_to_site">run_tow_to_site() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.port.Port.run_unscheduled_in_situ">run_unscheduled_in_situ() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.run_unscheduled_in_situ">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+</tr></table>
+
+<h2 id="S">S</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation.save_metrics_inputs">save_metrics_inputs() (wombat.core.simulation_api.Simulation method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData">ScheduledServiceEquipmentData (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure.service_equipment">service_equipment (wombat.core.data_classes.Failure attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.Maintenance.service_equipment">(wombat.core.data_classes.Maintenance attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.service_equipment_utilization">service_equipment_utilization() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.ServiceCrew">ServiceCrew (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment">ServiceEquipment (class in wombat.core.service_equipment)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.ServiceEquipmentData">ServiceEquipmentData (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.cable.Cable.set_string_details">set_string_details() (wombat.windfarm.system.cable.Cable method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation">Simulation (class in wombat.core.simulation_api)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.simulation_time">simulation_time (wombat.core.environment.WombatEnvironment property)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.speed_reduction_factor">speed_reduction_factor (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.speed_reduction_factor">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.cable.Cable.stop_all_upstream_processes">stop_all_upstream_processes() (wombat.windfarm.system.cable.Cable method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.subassembly.Subassembly">Subassembly (class in wombat.windfarm.system.subassembly)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.SubassemblyData">SubassemblyData (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.repair_management.RepairManager.submit_request">submit_request() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.system.System">System (class in wombat.windfarm.system.system)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.windfarm.Windfarm.system">system() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="T">T</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.task_completion_rate">task_completion_rate() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.time_based_availability">time_based_availability() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.tow">tow() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.tow_speed">tow_speed (wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.port.Port.transfer_requests_from_manager">transfer_requests_from_manager() (wombat.core.port.Port method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.travel">travel() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.system.cable.Cable.trigger_request">trigger_request() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.windfarm.system.subassembly.Subassembly.trigger_request">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+</tr></table>
+
+<h2 id="U">U</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.unmoor_hours">unmoor_hours (wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData">UnscheduledServiceEquipmentData (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.RepairRequest.upstream_cables">upstream_cables (wombat.core.data_classes.RepairRequest attribute)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="V">V</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.validate_end_points">validate_end_points() (in module wombat.core.service_equipment)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea">vessel_crew_hours_at_sea() (wombat.core.post_processor.Metrics method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="W">W</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period">wait_until_next_operational_period() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.port.Port.wait_until_next_shift">wait_until_next_shift() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.wait_until_next_shift">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.service_equipment.ServiceEquipment.weather_delay">weather_delay() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.weather_forecast">weather_forecast() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment.weather_now">weather_now (wombat.core.environment.WombatEnvironment property)</a>
+</li>
+      <li><a href="API/simulation.html#wombat.windfarm.windfarm.Windfarm">Windfarm (class in wombat.windfarm.windfarm)</a>
+</li>
+      <li>
+    wombat.core.port
+
+      <ul>
+        <li><a href="API/simulation.html#module-wombat.core.port">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.core.service_equipment
+
+      <ul>
+        <li><a href="API/simulation.html#module-wombat.core.service_equipment">module</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li>
+    wombat.windfarm.system.cable
+
+      <ul>
+        <li><a href="API/simulation.html#module-wombat.windfarm.system.cable">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.windfarm.system.subassembly
+
+      <ul>
+        <li><a href="API/simulation.html#module-wombat.windfarm.system.subassembly">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.windfarm.system.system
+
+      <ul>
+        <li><a href="API/simulation.html#module-wombat.windfarm.system.system">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.windfarm.windfarm
+
+      <ul>
+        <li><a href="API/simulation.html#module-wombat.windfarm.windfarm">module</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation.html#wombat.core.environment.WombatEnvironment">WombatEnvironment (class in wombat.core.environment)</a>
+</li>
+  </ul></td>
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+  
+    By Rob Hammond, Aubryn Cooperman, Aaron Barker, Alicia Key, Matt Shields, Annika Eberle<br/>
+  
+      &copy; Copyright 2023 Alliance for Sustainable Energy, LLC.<br/>
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+                </a>
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+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#overview">
+   Overview
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#latest-changes">
+   Latest Changes?
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#the-model-in-30-seconds-or-less">
+   The Model in 30 Seconds Or Less
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#high-level-architecture">
+     High Level Architecture
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#simulation-architecture">
+     Simulation Architecture
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#welcome">
+   Welcome
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#using-wombat">
+   Using WOMBAT
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#license">
+   License
+  </a>
+ </li>
+</ul>
+
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+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
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+                <h1>WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#overview">
+   Overview
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#latest-changes">
+   Latest Changes?
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#the-model-in-30-seconds-or-less">
+   The Model in 30 Seconds Or Less
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#high-level-architecture">
+     High Level Architecture
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#simulation-architecture">
+     Simulation Architecture
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#welcome">
+   Welcome
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#using-wombat">
+   Using WOMBAT
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#license">
+   License
+  </a>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section id="wombat-windfarm-operations-and-maintenance-cost-benefit-analysis-tool">
+<h1>WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool<a class="headerlink" href="#wombat-windfarm-operations-and-maintenance-cost-benefit-analysis-tool" title="Permalink to this headline">#</a></h1>
+<a class="reference external image-reference" href="https://www.osti.gov/biblio/1894867"><img alt="https://img.shields.io/badge/DOI-10.2172%2F1894867-brightgreen?link=https://doi.org/10.2172/1894867" src="https://img.shields.io/badge/DOI-10.2172%2F1894867-brightgreen?link=https://doi.org/10.2172/1894867" /></a>
+<a class="reference external image-reference" href="https://badge.fury.io/py/wombat"><img alt="https://badge.fury.io/py/wombat.svg" src="https://badge.fury.io/py/wombat.svg" /></a>
+<a class="reference external image-reference" href="https://opensource.org/licenses/Apache-2.0"><img alt="https://img.shields.io/badge/License-Apache%202.0-blue.svg" src="https://img.shields.io/badge/License-Apache%202.0-blue.svg" /></a>
+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples"><img alt="https://mybinder.org/badge_logo.svg" src="https://mybinder.org/badge_logo.svg" /></a>
+<a class="reference external image-reference" href="https://wisdem.github.io/WOMBAT"><img alt="https://jupyterbook.org/badge.svg" src="https://jupyterbook.org/badge.svg" /></a>
+<div class="line-block">
+<div class="line"><br /></div>
+</div>
+<a class="reference external image-reference" href="https://github.com/pre-commit/pre-commit"><img alt="pre-commit" src="https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&amp;logoColor=white" /></a>
+<a class="reference external image-reference" href="https://github.com/psf/black"><img alt="https://img.shields.io/badge/code%20style-black-000000.svg" src="https://img.shields.io/badge/code%20style-black-000000.svg" /></a>
+<a class="reference external image-reference" href="https://pycqa.github.io/isort/"><img alt="https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&amp;labelColor=ef8336" src="https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&amp;labelColor=ef8336" /></a>
+<section id="overview">
+<h2>Overview<a class="headerlink" href="#overview" title="Permalink to this headline">#</a></h2>
+<p>The WOMBAT framework is designed to provide an open source tool adhering to FLOSS principles
+for the windfarm lifecycle research community. Specifically, WOMBAT is meant to serve as
+a what-if, or scenario-based, simulation tool, so that you can model the trade-offs in
+decision making for the operations and maintenance phase of a windfarm.</p>
+<p>As a supplement to this documentation site, there is also an NREL Technical Report that
+goes through much of the design and implementation details available at:
+<a class="reference external" href="https://www.osti.gov/biblio/1894867">https://www.osti.gov/biblio/1894867</a>. If you use this software, please cite it using the
+follwing BibTex information, or in commonly used citation formats
+[here](<a class="reference external" href="https://www.osti.gov/biblio/1894867">https://www.osti.gov/biblio/1894867</a>).</p>
+<div class="highlight-bibtex notranslate"><div class="highlight"><pre><span></span><span class="nc">@techreport</span><span class="p">{</span><span class="nl">hammond2022wombat</span><span class="p">,</span>
+<span class="w">   </span><span class="na">title</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT)}</span><span class="p">,</span>
+<span class="w">   </span><span class="na">author</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Hammond, Rob and Cooperman, Aubryn}</span><span class="p">,</span>
+<span class="w">   </span><span class="na">doi</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{10.2172/1894867}</span><span class="p">,</span>
+<span class="w">   </span><span class="na">url</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{https://www.osti.gov/biblio/1894867}</span><span class="p">,</span>
+<span class="w">   </span><span class="na">place</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{United States}</span><span class="p">,</span>
+<span class="w">   </span><span class="na">year</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{2022}</span><span class="p">,</span>
+<span class="w">   </span><span class="na">month</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{10}</span><span class="p">,</span>
+<span class="w">   </span><span class="na">institution</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{National Renewable Energy Lab. (NREL)}</span><span class="p">,</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+<p>For any questions, feel free to open up an issue in the repository or email:
+<a class="reference external" href="mailto:rob&#46;hammond&#37;&#52;&#48;nrel&#46;gov">rob<span>&#46;</span>hammond<span>&#64;</span>nrel<span>&#46;</span>gov</a>.</p>
+</section>
+<section id="latest-changes">
+<h2>Latest Changes?<a class="headerlink" href="#latest-changes" title="Permalink to this headline">#</a></h2>
+<p>As of v0.8, a series of bug fixes in the cable, subassembly, repair management, and
+servicing equipment models that ensure repairs can’t happen twice under limited
+circumstances or that more than one repair can occur simutaneously. New features include
+an emissions metric and random seeding of simulations, with significant simulation
+speedups across the board due to using Polars for managing the weather and datetime
+functionality.</p>
+<p>Please see the CHANGELOG for details!</p>
+<ul class="simple">
+<li><p>On this site: <a class="reference external" href="https://wisdem.github.io/WOMBAT/changelog.html">https://wisdem.github.io/WOMBAT/changelog.html</a></p></li>
+<li><p>On GitHub: <a class="reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/CHANGELOG.md">https://github.com/WISDEM/WOMBAT/blob/main/CHANGELOG.md</a></p></li>
+</ul>
+</section>
+<section id="the-model-in-30-seconds-or-less">
+<h2>The Model in 30 Seconds Or Less<a class="headerlink" href="#the-model-in-30-seconds-or-less" title="Permalink to this headline">#</a></h2>
+<p>In general, the model has 2 overarching branches: the windfarm itself (the technology
+strategy), and the simulation environment (the maintenance strategy). For the wind farm
+model we can control the varying assets (system in the code)–substations, turbines, and
+cables–as well as the components that comprise each asset (subassemblies in the code).
+This separation allows for each turbine, cable, or substation component to have its own
+unique failure and maintenance models.</p>
+<p>As for the environment, this is where the discrete event simulation itself happens, in
+addition to logging, repair logic, and other necessary modeling pieces. The image
+below provides a more visual representation of this description.</p>
+<section id="high-level-architecture">
+<h3>High Level Architecture<a class="headerlink" href="#high-level-architecture" title="Permalink to this headline">#</a></h3>
+<p>The code is largely broken up into two categories: the windfarm and objects contained
+within it, and the simulation and simulation evironment components. The windfarm is
+composed of systems: substation(s), cables, and turbines, and each of those systems is
+composed of subassemblies (a conglomerate of components). For the simulation environment,
+we consider all of the pieces that allow the simulation to happen such as the API,
+servicing equipment, repair manager to hold and pass on tasks, and results post-processing.</p>
+<img alt="_images/high_level_diagram.svg" src="_images/high_level_diagram.svg" /><p>The following section describes how a windfarm is simulated and the flow of events as
+they occur within the model.</p>
+</section>
+<section id="simulation-architecture">
+<h3>Simulation Architecture<a class="headerlink" href="#simulation-architecture" title="Permalink to this headline">#</a></h3>
+<p>In the diagram below, we demonstrate the lifecycle of the simulation through the
+lifecycle of a single failure.</p>
+<ol class="arabic simple">
+<li><p>The maximum length of the simulation is defined by the amount of wind and wave
+timeseries data is provided for the simulation.</p></li>
+<li><p>Each subassemly failure model is a random sampling from a Weibull distribution, so
+for the sake of clarity we’ll consider this to be a catastrophic drivetrain failure.
+When the timeout (time to failure) is reached in the simulation, the subassembly’s operating level is
+reduced to 0%, and a message is passed to the turbine level (the overarching system
+model).</p></li>
+<li><p>From there, the turbine will shut off, and signal to all other subassembly models to
+not accrue time for their respective maintenance and failure timeouts. Then, the
+turbine creates a repair request and passes that to the repair manager.</p></li>
+<li><p>The repair manager will store the submitted task and depending on the servicing
+equipment’s maintenance strategy, a crane or vessel will be called to site.</p></li>
+<li><p>The vessel (or crane) will mobilize and accrue time there, all the while, the turbine
+and wind power plant will accrue downtime. When the servicing equipment arrives at
+the site it will operate according to its operation limits, current weather
+conditions, and site/equipment-specific working hours and continue to log costs and
+downtime.</p></li>
+<li><p>When the servicing is complete, the subassembly will be placed back to good-as-new
+condition and the turbine will be reset to operating. From there all the turbine’s
+and drivetrain’s failure and maintenance models be turned back on, and the simulation
+will continue on in the same manner until it reaches it’s user- or weather-defined
+ending point.</p></li>
+</ol>
+<img alt="_images/simulation_diagram.png" src="_images/simulation_diagram.png" />
+</section>
+</section>
+<section id="welcome">
+<h2>Welcome<a class="headerlink" href="#welcome" title="Permalink to this headline">#</a></h2>
+<div class="toctree-wrapper compound">
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Getting Started</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="install.html">Installation</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="install.html#create-a-conda-environoment">Create a conda environoment</a></li>
+<li class="toctree-l2"><a class="reference internal" href="install.html#installing">Installing</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="presentations.html">Presentations and Publications</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="presentations.html#publications">Publications</a></li>
+<li class="toctree-l2"><a class="reference internal" href="presentations.html#fy20-doe-presentation">FY20 DOE Presentation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="presentations.html#code-to-code-comparison">Code-to-Code Comparison</a></li>
+<li class="toctree-l2"><a class="reference internal" href="presentations.html#iea-task-26-presentation">IEA Task 26 Presentation</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="team.html">Team</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="team.html#software">Software</a></li>
+<li class="toctree-l2"><a class="reference internal" href="team.html#methodology">Methodology</a></li>
+<li class="toctree-l2"><a class="reference internal" href="team.html#leadership">Leadership</a></li>
+</ul>
+</li>
+</ul>
+</div>
+</section>
+<section id="using-wombat">
+<h2>Using WOMBAT<a class="headerlink" href="#using-wombat" title="Permalink to this headline">#</a></h2>
+<div class="toctree-wrapper compound">
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Working with the code base</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="examples/index.html">Reference</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/index.html#feature-overview">Feature Overview</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/index.html#examples-and-validation-work">Examples and Validation Work</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="API/index.html">WOMBAT API</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="API/index.html#package-hierarchy">Package Hierarchy</a></li>
+<li class="toctree-l2"><a class="reference internal" href="API/index.html#class-hierarchy">Class Hierarchy</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="changelog.html">Change Log</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#v0-8-1-28-august-2023">v0.8.1 (28 August 2023)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#v0-8-0-16-august-2023">v0.8.0 (16 August 2023)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#v0-7-1-4-may-2023">v0.7.1 (4 May 2023)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#v0-7-0-3-may-2023">v0.7.0 (3 May 2023)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#v0-6-2-3-february-2023">v0.6.2 (3 February 2023)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#v0-6-1-31-january-2023">v0.6.1 (31 January 2023)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#v0-6-0-10-january-2023">v0.6.0 (10 January 2023)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#july-2022">0.5.1 (22 July 2022)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#june-2022">0.5.0 (30 June 2022)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#march-8">0.4.1 (2022-March-8)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#february-4">0.4.0 (2022-February-4)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#december-9">0.3.5 (2021-December-9)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="changelog.html#march-2">0.3.1 (2021-March-2)</a></li>
+</ul>
+</li>
+</ul>
+</div>
+</section>
+<section id="license">
+<h2>License<a class="headerlink" href="#license" title="Permalink to this headline">#</a></h2>
+<p>Apache 2.0; please see the repository for license information:
+<a class="reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/LICENSE">https://github.com/WISDEM/WOMBAT/blob/main/LICENSE</a></p>
+</section>
+</section>
+
+
+              </div>
+              
+            </main>
+            <footer class="footer-article noprint">
+                
+    <!-- Previous / next buttons -->
+<div class='prev-next-area'>
+    <a class='right-next' id="next-link" href="install.html" title="next page">
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+        <p class="prev-next-subtitle">next</p>
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+</div>
+            </footer>
+        </div>
+    </div>
+    <div class="footer-content row">
+        <footer class="col footer"><p>
+  
+    By Rob Hammond, Aubryn Cooperman, Aaron Barker, Alicia Key, Matt Shields, Annika Eberle<br/>
+  
+      &copy; Copyright 2023 Alliance for Sustainable Energy, LLC.<br/>
+</p>
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+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
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+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="current nav bd-sidenav">
+ <li class="toctree-l1 current active">
+  <a class="current reference internal" href="#">
+   Installation
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+ <li class="toctree-l1">
+  <a class="reference internal" href="presentations.html">
+   Presentations and Publications
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="team.html">
+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
+</p>
+<ul class="nav bd-sidenav">
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+  <a class="reference internal" href="examples/index.html">
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+     How To Use WOMBAT
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/strategy_demonstration.html">
+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/examples_reference.html">
+     Examples Reference
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+     Simulation Tools and Methodology
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+     Data Classes
+    </a>
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+  
+
+<span class="headerbtn__icon-container">
+  <i class="fas fa-file-pdf"></i>
+  </span>
+<span class="headerbtn__text-container">.pdf</span>
+</button>
+
+      </li>
+      
+    </ul>
+  </div>
+</div>
+<label for="__page-toc"
+  class="headerbtn headerbtn-page-toc"
+  
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fas fa-list"></i>
+  </span>
+
+</label>
+
+    </div>
+</div>
+
+<!-- Table of contents -->
+<div class="col-md-3 bd-toc show noprint">
+    <div class="tocsection onthispage pt-5 pb-3">
+        <i class="fas fa-list"></i> Contents
+    </div>
+    <nav id="bd-toc-nav" aria-label="Page">
+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#create-a-conda-environoment">
+   Create a conda environoment
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#installing">
+   Installing
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#pip">
+     Pip
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#from-source">
+     From Source
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#for-contributors">
+     For contributors:
+    </a>
+    <ul class="nav section-nav flex-column">
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#running-the-tests">
+       Running the tests
+      </a>
+     </li>
+    </ul>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#for-documentation">
+     For documentation:
+    </a>
+    <ul class="nav section-nav flex-column">
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#build-the-documentation-site">
+       Build the documentation site
+      </a>
+     </li>
+    </ul>
+   </li>
+  </ul>
+ </li>
+</ul>
+
+    </nav>
+</div>
+    </div>
+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
+            <div id="jb-print-docs-body" class="onlyprint">
+                <h1>Installation</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#create-a-conda-environoment">
+   Create a conda environoment
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#installing">
+   Installing
+  </a>
+  <ul class="visible nav section-nav flex-column">
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#pip">
+     Pip
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#from-source">
+     From Source
+    </a>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#for-contributors">
+     For contributors:
+    </a>
+    <ul class="nav section-nav flex-column">
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#running-the-tests">
+       Running the tests
+      </a>
+     </li>
+    </ul>
+   </li>
+   <li class="toc-h3 nav-item toc-entry">
+    <a class="reference internal nav-link" href="#for-documentation">
+     For documentation:
+    </a>
+    <ul class="nav section-nav flex-column">
+     <li class="toc-h4 nav-item toc-entry">
+      <a class="reference internal nav-link" href="#build-the-documentation-site">
+       Build the documentation site
+      </a>
+     </li>
+    </ul>
+   </li>
+  </ul>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="installation">
+<h1>Installation<a class="headerlink" href="#installation" title="Permalink to this headline">#</a></h1>
+<section id="create-a-conda-environoment">
+<h2>Create a conda environoment<a class="headerlink" href="#create-a-conda-environoment" title="Permalink to this headline">#</a></h2>
+<p>Download the latest version of <a class="reference external" href="https://docs.conda.io/en/latest/miniconda.html">Miniconda</a>
+for the appropriate OS. Follow the remaining <a class="reference external" href="https://conda.io/projects/conda/en/latest/user-guide/install/index.html#regular-installation">steps</a>
+for the appropriate OS version.</p>
+<p>Using conda, create a new virtual environment, replacing <code class="docutils literal notranslate"><span class="pre">&lt;environment_name&gt;</span></code> with a name
+of your choosing (without spaces):</p>
+<div class="highlight-text notranslate"><div class="highlight"><pre><span></span>$ conda create -n &lt;environment_name&gt; python=3
+$ conda activate &lt;environment_name&gt;
+</pre></div>
+</div>
+<p>You can now use <code class="docutils literal notranslate"><span class="pre">conda</span> <span class="pre">activate</span> <span class="pre">&lt;environment_name&gt;</span></code> to enter the environment and
+<code class="docutils literal notranslate"><span class="pre">conda</span> <span class="pre">deactivate</span></code> to exit the environment.</p>
+</section>
+<section id="installing">
+<h2>Installing<a class="headerlink" href="#installing" title="Permalink to this headline">#</a></h2>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>The folowing all asssume you are in your <code class="docutils literal notranslate"><span class="pre">wombat</span></code> environment!</p>
+</div>
+<section id="pip">
+<h3>Pip<a class="headerlink" href="#pip" title="Permalink to this headline">#</a></h3>
+<p>WOMBAT is listed on PyPI under <code class="docutils literal notranslate"><span class="pre">wombat</span></code>, and can be installed for users that don’t
+intend to modify the code, by running the following:</p>
+<div class="highlight-text notranslate"><div class="highlight"><pre><span></span>$ pip install wombat
+</pre></div>
+</div>
+</section>
+<section id="from-source">
+<h3>From Source<a class="headerlink" href="#from-source" title="Permalink to this headline">#</a></h3>
+<p>If you plan to read through the code, in addition to running simulations, it is
+recommended to clone repository, and install the local version.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>It has been noted that some Windows users have had issues with accessing the included
+data libraries using the following, so if issues arise, uninstall wombat, and reinstall
+using the <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">-e</span> <span class="pre">'.[dev]'</span></code> prompt in the next section</p>
+</div>
+<div class="highlight-text notranslate"><div class="highlight"><pre><span></span>$ git clone https://github.com/WISDEM/WOMBAT.git
+$ cd wombat
+$ pip install wombat/
+</pre></div>
+</div>
+</section>
+<section id="for-contributors">
+<h3>For contributors:<a class="headerlink" href="#for-contributors" title="Permalink to this headline">#</a></h3>
+<p>Anyone seeking to work modify the code and contribute to the repository should follow
+the below prompt. This repository relies on automatic code formatting and linting
+provided through the pre-commit framework, and any contributors should having this
+functionality run and pass before submitting pull requests.</p>
+<div class="highlight-text notranslate"><div class="highlight"><pre><span></span>$ git clone https://github.com/WISDEM/WOMBAT.git
+$ cd wombat
+$ pip install -e &#39;.[dev]&#39;  # some users may need double quotes here, not single quotes
+# Required for automatic code formatting!
+$ pre-commit install
+</pre></div>
+</div>
+<section id="running-the-tests">
+<h4>Running the tests<a class="headerlink" href="#running-the-tests" title="Permalink to this headline">#</a></h4>
+<p>In addition, pytest is used to manage the testing framework, and can be run using the
+following to ensure that contributions don’t break the existing tests. This will produce
+the results of the tests, including code coverage results, if the tests pass.</p>
+<div class="highlight-text notranslate"><div class="highlight"><pre><span></span># From the top level of the repository
+$ pytest tests/
+</pre></div>
+</div>
+</section>
+</section>
+<section id="for-documentation">
+<h3>For documentation:<a class="headerlink" href="#for-documentation" title="Permalink to this headline">#</a></h3>
+<p>Additionally, for users that wish to modify the documentation or build the documentation
+site locally, the following prompt with will install the required documentation building
+packages.</p>
+<div class="highlight-text notranslate"><div class="highlight"><pre><span></span>$ git clone https://github.com/WISDEM/WOMBAT.git
+$ cd wombat
+$ pip install -e &#39;.[docs]&#39;
+</pre></div>
+</div>
+<section id="build-the-documentation-site">
+<h4>Build the documentation site<a class="headerlink" href="#build-the-documentation-site" title="Permalink to this headline">#</a></h4>
+<div class="highlight-text notranslate"><div class="highlight"><pre><span></span>$ cd docs/
+$ sphinx-build -b html source _build
+$ make html
+</pre></div>
+</div>
+<p>Now, the documentation site should be able to be viewed locally at
+docs/_build/html/index.html</p>
+</section>
+</section>
+</section>
+</section>
+
+
+              </div>
+              
+            </main>
+            <footer class="footer-article noprint">
+                
+    <!-- Previous / next buttons -->
+<div class='prev-next-area'>
+    <a class='left-prev' id="prev-link" href="index.html" title="previous page">
+        <i class="fas fa-angle-left"></i>
+        <div class="prev-next-info">
+            <p class="prev-next-subtitle">previous</p>
+            <p class="prev-next-title">WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool</p>
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+    <div class="footer-content row">
+        <footer class="col footer"><p>
+  
+    By Rob Hammond, Aubryn Cooperman, Aaron Barker, Alicia Key, Matt Shields, Annika Eberle<br/>
+  
+      &copy; Copyright 2023 Alliance for Sustainable Energy, LLC.<br/>
+</p>
+        </footer>
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+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
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+</html>
\ No newline at end of file
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diff --git a/presentations.html b/presentations.html
new file mode 100644
index 00000000..8e1ee2e2
--- /dev/null
+++ b/presentations.html
@@ -0,0 +1,532 @@
+
+<!DOCTYPE html>
+
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
+
+    <title>Presentations and Publications &#8212; WOMBAT v0.8.1</title>
+    
+  <!-- Loaded before other Sphinx assets -->
+  <link href="_static/styles/theme.css?digest=1999514e3f237ded88cf" rel="stylesheet">
+<link href="_static/styles/pydata-sphinx-theme.css?digest=1999514e3f237ded88cf" rel="stylesheet">
+
+    
+  <link rel="stylesheet"
+    href="_static/vendor/fontawesome/5.13.0/css/all.min.css">
+  <link rel="preload" as="font" type="font/woff2" crossorigin
+    href="_static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.woff2">
+  <link rel="preload" as="font" type="font/woff2" crossorigin
+    href="_static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.woff2">
+
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
+    <link rel="stylesheet" href="_static/styles/sphinx-book-theme.css?digest=5115cc725059bd94278eecd172e13a965bf8f5a9" type="text/css" />
+    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=1999514e3f237ded88cf">
+
+    <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
+    <script src="_static/jquery.js"></script>
+    <script src="_static/underscore.js"></script>
+    <script src="_static/doctools.js"></script>
+    <script src="_static/scripts/sphinx-book-theme.js?digest=9c920249402e914e316237a7dbc6769907cce411"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+    <link rel="next" title="Team" href="team.html" />
+    <link rel="prev" title="Installation" href="install.html" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="docsearch:language" content="None">
+    
+
+    <!-- Google Analytics -->
+    
+  </head>
+  <body data-spy="scroll" data-target="#bd-toc-nav" data-offset="60">
+<!-- Checkboxes to toggle the left sidebar -->
+<input type="checkbox" class="sidebar-toggle" name="__navigation" id="__navigation" aria-label="Toggle navigation sidebar">
+<label class="overlay overlay-navbar" for="__navigation">
+    <div class="visually-hidden">Toggle navigation sidebar</div>
+</label>
+<!-- Checkboxes to toggle the in-page toc -->
+<input type="checkbox" class="sidebar-toggle" name="__page-toc" id="__page-toc" aria-label="Toggle in-page Table of Contents">
+<label class="overlay overlay-pagetoc" for="__page-toc">
+    <div class="visually-hidden">Toggle in-page Table of Contents</div>
+</label>
+<!-- Headers at the top -->
+<div class="announcement header-item noprint"></div>
+<div class="header header-item noprint"></div>
+
+    
+    <div class="container-fluid" id="banner"></div>
+
+    
+
+    <div class="container-xl">
+      <div class="row">
+          
+<!-- Sidebar -->
+<div class="bd-sidebar noprint" id="site-navigation">
+    <div class="bd-sidebar__content">
+        <div class="bd-sidebar__top"><div class="navbar-brand-box">
+    <a class="navbar-brand text-wrap" href="index.html">
+      
+      
+      
+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
+      
+    </a>
+</div><form class="bd-search d-flex align-items-center" action="search.html" method="get">
+  <i class="icon fas fa-search"></i>
+  <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" >
+</form><nav class="bd-links" id="bd-docs-nav" aria-label="Main">
+    <div class="bd-toc-item active">
+        
+        <ul class="nav bd-sidenav bd-sidenav__home-link">
+            <li class="toctree-l1">
+                <a class="reference internal" href="index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="current nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="install.html">
+   Installation
+  </a>
+ </li>
+ <li class="toctree-l1 current active">
+  <a class="current reference internal" href="#">
+   Presentations and Publications
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="team.html">
+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="examples/index.html">
+   Reference
+  </a>
+  <input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/>
+  <label for="toctree-checkbox-1">
+   <i class="fas fa-chevron-down">
+   </i>
+  </label>
+  <ul>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/how_to.html">
+     How To Use WOMBAT
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/strategy_demonstration.html">
+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/examples_reference.html">
+     Examples Reference
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="API/index.html">
+   WOMBAT API
+  </a>
+  <input class="toctree-checkbox" id="toctree-checkbox-2" name="toctree-checkbox-2" type="checkbox"/>
+  <label for="toctree-checkbox-2">
+   <i class="fas fa-chevron-down">
+   </i>
+  </label>
+  <ul>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/simulation_api.html">
+     Simulation API
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/simulation.html">
+     Simulation Tools and Methodology
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/types.html">
+     Data Classes
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="changelog.html">
+   Change Log
+  </a>
+ </li>
+</ul>
+
+    </div>
+</nav></div>
+        <div class="bd-sidebar__bottom">
+             <!-- To handle the deprecated key -->
+            
+            <div class="navbar_extra_footer">
+            Theme by the <a href="https://ebp.jupyterbook.org">Executable Book Project</a>
+            </div>
+            
+        </div>
+    </div>
+    <div id="rtd-footer-container"></div>
+</div>
+
+
+          
+
+
+          
+<!-- A tiny helper pixel to detect if we've scrolled -->
+<div class="sbt-scroll-pixel-helper"></div>
+<!-- Main content -->
+<div class="col py-0 content-container">
+    
+    <div class="header-article row sticky-top noprint">
+        
+
+
+
+<div class="col py-1 d-flex header-article-main">
+    <div class="header-article__left">
+        
+        <label for="__navigation"
+  class="headerbtn"
+  data-toggle="tooltip"
+data-placement="right"
+title="Toggle navigation"
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fas fa-bars"></i>
+  </span>
+
+</label>
+
+        
+    </div>
+    <div class="header-article__right">
+<button onclick="toggleFullScreen()"
+  class="headerbtn"
+  data-toggle="tooltip"
+data-placement="bottom"
+title="Fullscreen mode"
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fas fa-expand"></i>
+  </span>
+
+</button>
+
+<div class="menu-dropdown menu-dropdown-repository-buttons">
+  <button class="headerbtn menu-dropdown__trigger"
+      aria-label="Source repositories">
+      <i class="fab fa-github"></i>
+  </button>
+  <div class="menu-dropdown__content">
+    <ul>
+      <li>
+        <a href="https://github.com/WISDEM/WOMBAT"
+   class="headerbtn"
+   data-toggle="tooltip"
+data-placement="left"
+title="Source repository"
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fab fa-github"></i>
+  </span>
+<span class="headerbtn__text-container">repository</span>
+</a>
+
+      </li>
+      
+      <li>
+        <a href="https://github.com/WISDEM/WOMBAT/issues/new?title=Issue%20on%20page%20%2Fpresentations.html&body=Your%20issue%20content%20here."
+   class="headerbtn"
+   data-toggle="tooltip"
+data-placement="left"
+title="Open an issue"
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fas fa-lightbulb"></i>
+  </span>
+<span class="headerbtn__text-container">open issue</span>
+</a>
+
+      </li>
+      
+    </ul>
+  </div>
+</div>
+
+<div class="menu-dropdown menu-dropdown-download-buttons">
+  <button class="headerbtn menu-dropdown__trigger"
+      aria-label="Download this page">
+      <i class="fas fa-download"></i>
+  </button>
+  <div class="menu-dropdown__content">
+    <ul>
+      <li>
+        <a href="_sources/presentations.md.txt"
+   class="headerbtn"
+   data-toggle="tooltip"
+data-placement="left"
+title="Download source file"
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fas fa-file"></i>
+  </span>
+<span class="headerbtn__text-container">.md</span>
+</a>
+
+      </li>
+      
+      <li>
+        
+<button onclick="printPdf(this)"
+  class="headerbtn"
+  data-toggle="tooltip"
+data-placement="left"
+title="Print to PDF"
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fas fa-file-pdf"></i>
+  </span>
+<span class="headerbtn__text-container">.pdf</span>
+</button>
+
+      </li>
+      
+    </ul>
+  </div>
+</div>
+<label for="__page-toc"
+  class="headerbtn headerbtn-page-toc"
+  
+>
+  
+
+<span class="headerbtn__icon-container">
+  <i class="fas fa-list"></i>
+  </span>
+
+</label>
+
+    </div>
+</div>
+
+<!-- Table of contents -->
+<div class="col-md-3 bd-toc show noprint">
+    <div class="tocsection onthispage pt-5 pb-3">
+        <i class="fas fa-list"></i> Contents
+    </div>
+    <nav id="bd-toc-nav" aria-label="Page">
+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#publications">
+   Publications
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#fy20-doe-presentation">
+   FY20 DOE Presentation
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#code-to-code-comparison">
+   Code-to-Code Comparison
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#iea-task-26-presentation">
+   IEA Task 26 Presentation
+  </a>
+ </li>
+</ul>
+
+    </nav>
+</div>
+    </div>
+    <div class="article row">
+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
+            <div id="jb-print-docs-body" class="onlyprint">
+                <h1>Presentations and Publications</h1>
+                <!-- Table of contents -->
+                <div id="print-main-content">
+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#publications">
+   Publications
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#fy20-doe-presentation">
+   FY20 DOE Presentation
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#code-to-code-comparison">
+   Code-to-Code Comparison
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#iea-task-26-presentation">
+   IEA Task 26 Presentation
+  </a>
+ </li>
+</ul>
+
+                        </nav>
+                    </div>
+                </div>
+            </div>
+            <main id="main-content" role="main">
+                
+              <div>
+                
+  <section class="tex2jax_ignore mathjax_ignore" id="presentations-and-publications">
+<h1>Presentations and Publications<a class="headerlink" href="#presentations-and-publications" title="Permalink to this headline">#</a></h1>
+<section id="publications">
+<h2>Publications<a class="headerlink" href="#publications" title="Permalink to this headline">#</a></h2>
+<p><a class="reference external" href="https://www.osti.gov/biblio/1894867"><img alt="DOI 10.2172/1894867" src="https://img.shields.io/badge/DOI-10.2172%2F1894867-brightgreen?link=https://doi.org/10.2172/1894867" /></a></p>
+<p>Please cite our below publication if you use this software in your studies!</p>
+<p>Hammond, Rob, &amp; Cooperman, Aubryn. Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT). United States. <a class="reference external" href="https://doi.org/10.2172/1894867">https://doi.org/10.2172/1894867</a></p>
+<div class="highlight-bibtex notranslate"><div class="highlight"><pre><span></span><span class="nc">@techreport</span><span class="p">{</span><span class="nl">hammond2022wombat</span><span class="p">,</span>
+<span class="w">    </span><span class="na">title</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT)}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">author</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Hammond, Rob and Cooperman, Aubryn}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">doi</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{10.2172/1894867}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">url</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{https://www.osti.gov/biblio/1894867}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">place</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{United States}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">year</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{2022}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">month</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{10}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">institution</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{National Renewable Energy Lab. (NREL)}</span><span class="p">,</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</section>
+<section id="fy20-doe-presentation">
+<h2>FY20 DOE Presentation<a class="headerlink" href="#fy20-doe-presentation" title="Permalink to this headline">#</a></h2>
+<p>This document is a link to the Fiscal Year 2020 DOE presentation on the first prototype
+of the model.
+<br/>
+<a class="reference download internal" download="" href="_downloads/4cf89f146ec897dc843df0212e9fd862/operations_and_maintenance_model_FY20.pdf"><code class="xref download docutils literal notranslate"><span class="pre">presentation</span> <span class="pre">PDF</span></code></a></p>
+</section>
+<section id="code-to-code-comparison">
+<h2>Code-to-Code Comparison<a class="headerlink" href="#code-to-code-comparison" title="Permalink to this headline">#</a></h2>
+<p>This document serves as a demonstration of the capabilities of this work in reference to
+two major works to document simulated O&amp;M results from various industry and research
+software systems. Here we compare our software to the published results from
+Dinwoodie, et. al, 2015 <a class="footnote-reference brackets" href="#dinwoodie2015reference" id="id1">1</a> and IEA, 2016 <a class="footnote-reference brackets" href="#smart2016iea" id="id2">2</a>.
+<br/>
+<a class="reference download internal" download="" href="_downloads/82dc1ac1d7973496c3a853395d9ba8ba/code_comparison.pdf"><code class="xref download docutils literal notranslate"><span class="pre">presentation</span> <span class="pre">PDF</span></code></a></p>
+</section>
+<section id="iea-task-26-presentation">
+<h2>IEA Task 26 Presentation<a class="headerlink" href="#iea-task-26-presentation" title="Permalink to this headline">#</a></h2>
+<p>This presentation was given to the IEA Task Force responsible for <a class="footnote-reference brackets" href="#smart2016iea" id="id3">2</a>
+as a demonstration of NREL’s efforts on O&amp;M model development.
+<br/>
+<a class="reference download internal" download="" href="_downloads/b58402184736ea5efcd8b535eb737d2c/WOMBAT_IEA_task_26_presentation_6_May_2021.pdf"><code class="xref download docutils literal notranslate"><span class="pre">presentation</span> <span class="pre">PDF</span></code></a></p>
+<hr class="footnotes docutils" />
+<dl class="footnote brackets">
+<dt class="label" id="dinwoodie2015reference"><span class="brackets"><a class="fn-backref" href="#id1">1</a></span></dt>
+<dd><p>Iain Dinwoodie, Ole-Erik V Endrerud, Matthias Hofmann, Rebecca Martin, and Iver Bakken Sperstad. Reference cases for verification of operation and maintenance simulation models for offshore wind farms. <em>Wind Engineering</em>, 39(1):1–14, 2015.</p>
+</dd>
+<dt class="label" id="smart2016iea"><span class="brackets">2</span><span class="fn-backref">(<a href="#id2">1</a>,<a href="#id3">2</a>)</span></dt>
+<dd><p>Gavin Smart, Aaron Smith, Ethan Warner, Iver Bakken Sperstad, Bob Prinsen, and Roberto Lacal-Arantegui. Iea wind task 26: offshore wind farm baseline documentation. Technical Report, National Renewable Energy Lab.(NREL), Golden, CO (United States), 2016.</p>
+</dd>
+</dl>
+</section>
+</section>
+
+
+              </div>
+              
+            </main>
+            <footer class="footer-article noprint">
+                
+    <!-- Previous / next buttons -->
+<div class='prev-next-area'>
+    <a class='left-prev' id="prev-link" href="install.html" title="previous page">
+        <i class="fas fa-angle-left"></i>
+        <div class="prev-next-info">
+            <p class="prev-next-subtitle">previous</p>
+            <p class="prev-next-title">Installation</p>
+        </div>
+    </a>
+    <a class='right-next' id="next-link" href="team.html" title="next page">
+    <div class="prev-next-info">
+        <p class="prev-next-subtitle">next</p>
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+    By Rob Hammond, Aubryn Cooperman, Aaron Barker, Alicia Key, Matt Shields, Annika Eberle<br/>
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+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>Python Module Index &#8212; WOMBAT v0.8.1</title>
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+    <a class="navbar-brand text-wrap" href="index.html">
+      
+      
+      
+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
+      
+    </a>
+</div><form class="bd-search d-flex align-items-center" action="search.html" method="get">
+  <i class="icon fas fa-search"></i>
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+            <li class="toctree-l1">
+                <a class="reference internal" href="index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="install.html">
+   Installation
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="presentations.html">
+   Presentations and Publications
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="team.html">
+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="examples/index.html">
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+   </i>
+  </label>
+  <ul>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/how_to.html">
+     How To Use WOMBAT
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/strategy_demonstration.html">
+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/examples_reference.html">
+     Examples Reference
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="API/index.html">
+   WOMBAT API
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+     Simulation API
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/simulation.html">
+     Simulation Tools and Methodology
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/types.html">
+     Data Classes
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="changelog.html">
+   Change Log
+  </a>
+ </li>
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+
+   <h1>Python Module Index</h1>
+
+   <div class="modindex-jumpbox">
+   <a href="#cap-w"><strong>w</strong></a>
+   </div>
+
+   <table class="indextable modindextable">
+     <tr class="pcap"><td></td><td>&#160;</td><td></td></tr>
+     <tr class="cap" id="cap-w"><td></td><td>
+       <strong>w</strong></td><td></td></tr>
+     <tr>
+       <td><img src="_static/minus.png" class="toggler"
+              id="toggle-1" style="display: none" alt="-" /></td>
+       <td>
+       <code class="xref">wombat</code></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/simulation.html#module-wombat.core.port"><code class="xref">wombat.core.port</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/simulation.html#module-wombat.core.service_equipment"><code class="xref">wombat.core.service_equipment</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/simulation.html#module-wombat.windfarm.system.cable"><code class="xref">wombat.windfarm.system.cable</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/simulation.html#module-wombat.windfarm.system.subassembly"><code class="xref">wombat.windfarm.system.subassembly</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/simulation.html#module-wombat.windfarm.system.system"><code class="xref">wombat.windfarm.system.system</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/simulation.html#module-wombat.windfarm.windfarm"><code class="xref">wombat.windfarm.windfarm</code></a></td><td>
+       <em></em></td></tr>
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+      <h1 class="site-logo" id="site-title">WOMBAT v0.8.1</h1>
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+</div><form class="bd-search d-flex align-items-center" action="#" method="get">
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+            <li class="toctree-l1">
+                <a class="reference internal" href="index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="install.html">
+   Installation
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+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
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+     Demonstration of the Available Metrics
+    </a>
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+     Examples Reference
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+   </li>
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+ </li>
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="API/index.html">
+   WOMBAT API
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+     Simulation API
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+     Simulation Tools and Methodology
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+   <li class="toctree-l2">
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+   Change Log
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+    Please activate JavaScript to enable the search
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diff --git a/searchindex.js b/searchindex.js
new file mode 100644
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+        
+        <ul class="nav bd-sidenav bd-sidenav__home-link">
+            <li class="toctree-l1">
+                <a class="reference internal" href="index.html">
+                    WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+                </a>
+            </li>
+        </ul>
+        <p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Getting Started
+ </span>
+</p>
+<ul class="current nav bd-sidenav">
+ <li class="toctree-l1">
+  <a class="reference internal" href="install.html">
+   Installation
+  </a>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="presentations.html">
+   Presentations and Publications
+  </a>
+ </li>
+ <li class="toctree-l1 current active">
+  <a class="current reference internal" href="#">
+   Team
+  </a>
+ </li>
+</ul>
+<p aria-level="2" class="caption" role="heading">
+ <span class="caption-text">
+  Working with the code base
+ </span>
+</p>
+<ul class="nav bd-sidenav">
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="examples/index.html">
+   Reference
+  </a>
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+   </i>
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+  <ul>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/how_to.html">
+     How To Use WOMBAT
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/strategy_demonstration.html">
+     Servicing Strategies
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/metrics_demonstration.html">
+     Demonstration of the Available Metrics
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="examples/examples_reference.html">
+     Examples Reference
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1 has-children">
+  <a class="reference internal" href="API/index.html">
+   WOMBAT API
+  </a>
+  <input class="toctree-checkbox" id="toctree-checkbox-2" name="toctree-checkbox-2" type="checkbox"/>
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+   </i>
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+  <ul>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/simulation_api.html">
+     Simulation API
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/simulation.html">
+     Simulation Tools and Methodology
+    </a>
+   </li>
+   <li class="toctree-l2">
+    <a class="reference internal" href="API/types.html">
+     Data Classes
+    </a>
+   </li>
+  </ul>
+ </li>
+ <li class="toctree-l1">
+  <a class="reference internal" href="changelog.html">
+   Change Log
+  </a>
+ </li>
+</ul>
+
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+</nav></div>
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+
+<!-- Table of contents -->
+<div class="col-md-3 bd-toc show noprint">
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+    </div>
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+        <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#software">
+   Software
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#methodology">
+   Methodology
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#leadership">
+   Leadership
+  </a>
+ </li>
+</ul>
+
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+        <div class="col pl-md-3 pl-lg-5 content-container">
+            <!-- Table of contents that is only displayed when printing the page -->
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+                <h1>Team</h1>
+                <!-- Table of contents -->
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+                    <div id="jb-print-toc">
+                        
+                        <div>
+                            <h2> Contents </h2>
+                        </div>
+                        <nav aria-label="Page">
+                            <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#software">
+   Software
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#methodology">
+   Methodology
+  </a>
+ </li>
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#leadership">
+   Leadership
+  </a>
+ </li>
+</ul>
+
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+            <main id="main-content" role="main">
+                
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+                
+  <section class="tex2jax_ignore mathjax_ignore" id="team">
+<h1>Team<a class="headerlink" href="#team" title="Permalink to this headline">#</a></h1>
+<p>All members are assumed NREL employees, unless otherwise noted.</p>
+<section id="software">
+<h2>Software<a class="headerlink" href="#software" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Rob Hammond</p></li>
+<li><p>Alicia Key</p></li>
+</ul>
+</section>
+<section id="methodology">
+<h2>Methodology<a class="headerlink" href="#methodology" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Rob Hammond</p></li>
+<li><p>Aubryn Cooperman</p></li>
+<li><p>Aaron Barker</p></li>
+<li><p>Annika Eberle</p></li>
+<li><p>Matt Shields</p></li>
+<li><p>Shawn Sheng</p></li>
+<li><p>Owen Roberts</p></li>
+<li><p>Alicia Key</p></li>
+</ul>
+</section>
+<section id="leadership">
+<h2>Leadership<a class="headerlink" href="#leadership" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>Rob Hammond</p></li>
+<li><p>Annika Eberle</p></li>
+<li><p>Matt Shields</p></li>
+</ul>
+</section>
+</section>
+
+
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+    By Rob Hammond, Aubryn Cooperman, Aaron Barker, Alicia Key, Matt Shields, Annika Eberle<br/>
+  
+      &copy; Copyright 2023 Alliance for Sustainable Energy, LLC.<br/>
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