From 6d177868559cf33531f38849f8eb9afded3cc4b8 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 7 Oct 2024 21:49:54 +0000
Subject: [PATCH 1/2] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/psf/black: 24.8.0 → 24.10.0](https://github.com/psf/black/compare/24.8.0...24.10.0)
- [github.com/psf/black: 24.8.0 → 24.10.0](https://github.com/psf/black/compare/24.8.0...24.10.0)
---
 .pre-commit-config.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 121ee6a..1adce72 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -10,7 +10,7 @@ ci:
 
 repos:
   - repo: https://github.com/psf/black
-    rev: 24.8.0
+    rev: 24.10.0
     hooks:
       - id: black
         # It is recommended to specify the latest version of Python
@@ -19,7 +19,7 @@ repos:
         # https://pre-commit.com/#top_level-default_language_version
         language_version: python3
   - repo: https://github.com/psf/black
-    rev: 24.8.0
+    rev: 24.10.0
     hooks:
       - id: black-jupyter
         language_version: python3

From 2fab0d08e833048922a76cb39f5091ba1d05ba17 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 7 Oct 2024 21:50:05 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks

---
 hierarc/Diagnostics/goodness_of_fit.py                   | 5 +++--
 hierarc/Likelihood/LensLikelihood/double_source_plane.py | 3 +--
 hierarc/Likelihood/cosmo_likelihood.py                   | 3 +--
 hierarc/Likelihood/hierarchy_likelihood.py               | 3 +--
 hierarc/Likelihood/kin_scaling.py                        | 5 ++++-
 5 files changed, 10 insertions(+), 9 deletions(-)

diff --git a/hierarc/Diagnostics/goodness_of_fit.py b/hierarc/Diagnostics/goodness_of_fit.py
index 6be1af9..e4c8199 100644
--- a/hierarc/Diagnostics/goodness_of_fit.py
+++ b/hierarc/Diagnostics/goodness_of_fit.py
@@ -24,8 +24,9 @@ def __init__(self, kwargs_likelihood_list, kwargs_model):
 
     def reduced_chi2(self, cosmo, kwargs_lens, kwargs_kin):
         """Reduced chi^2 of fit."""
-        logL = self._sample_likelihood.log_likelihood(cosmo=cosmo, kwargs_lens=kwargs_lens, kwargs_kin=kwargs_kin,
-                                                      verbose=False)
+        logL = self._sample_likelihood.log_likelihood(
+            cosmo=cosmo, kwargs_lens=kwargs_lens, kwargs_kin=kwargs_kin, verbose=False
+        )
         num_data = self._sample_likelihood.num_data()
         return -logL * 2 / num_data
 
diff --git a/hierarc/Likelihood/LensLikelihood/double_source_plane.py b/hierarc/Likelihood/LensLikelihood/double_source_plane.py
index de991e6..44737e1 100644
--- a/hierarc/Likelihood/LensLikelihood/double_source_plane.py
+++ b/hierarc/Likelihood/LensLikelihood/double_source_plane.py
@@ -51,8 +51,7 @@ def num_data(self):
 
 
 def beta_double_source_plane(z_lens, z_source_1, z_source_2, cosmo):
-    """Model prediction of ratio of scaled
-    deflection angles.
+    """Model prediction of ratio of scaled deflection angles.
 
     :param z_lens: lens redshift
     :param z_source_1: source_1 redshift
diff --git a/hierarc/Likelihood/cosmo_likelihood.py b/hierarc/Likelihood/cosmo_likelihood.py
index 42d2e26..c0f921b 100644
--- a/hierarc/Likelihood/cosmo_likelihood.py
+++ b/hierarc/Likelihood/cosmo_likelihood.py
@@ -217,8 +217,7 @@ def cosmo_instance(self, kwargs_cosmo):
         return cosmo
 
     def info(self):
-        """
-        prints information about the likelihood object
+        """Prints information about the likelihood object.
 
         :return: print statements
         """
diff --git a/hierarc/Likelihood/hierarchy_likelihood.py b/hierarc/Likelihood/hierarchy_likelihood.py
index a0c5c5c..6572617 100644
--- a/hierarc/Likelihood/hierarchy_likelihood.py
+++ b/hierarc/Likelihood/hierarchy_likelihood.py
@@ -169,8 +169,7 @@ def __init__(
         self._prior = PriorLikelihood(prior_list=prior_list)
 
     def info(self):
-        """
-        information about the lens
+        """Information about the lens.
 
         :return: print statement
         """
diff --git a/hierarc/Likelihood/kin_scaling.py b/hierarc/Likelihood/kin_scaling.py
index c8bfd1c..1b4d9ba 100644
--- a/hierarc/Likelihood/kin_scaling.py
+++ b/hierarc/Likelihood/kin_scaling.py
@@ -84,7 +84,10 @@ def __init__(self, param_grid_axes, j_kin_scaling_grid):
 
             if self._dim_scaling == 1:
                 self._f_ani = interp1d(
-                    param_grid_axes[0], j_kin_scaling_grid, kind="linear", fill_value="extrapolate"
+                    param_grid_axes[0],
+                    j_kin_scaling_grid,
+                    kind="linear",
+                    fill_value="extrapolate",
                 )
             elif self._dim_scaling == 2:
                 self._f_ani = interp2d(