From da5202b38b53273a0503f68b6e113da365a1218f Mon Sep 17 00:00:00 2001
From: Robbi Bishop-Taylor <Robbi.BishopTaylor@ga.gov.au>
Date: Wed, 9 Oct 2024 04:41:54 +0000
Subject: [PATCH] Fix notebook

---
 docs/notebooks/Model_tides.ipynb | 97 +++++++++++++++-----------------
 1 file changed, 46 insertions(+), 51 deletions(-)

diff --git a/docs/notebooks/Model_tides.ipynb b/docs/notebooks/Model_tides.ipynb
index 68ed328..9fb98f1 100644
--- a/docs/notebooks/Model_tides.ipynb
+++ b/docs/notebooks/Model_tides.ipynb
@@ -23,7 +23,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 10,
    "metadata": {
     "tags": []
    },
@@ -41,7 +41,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 11,
    "metadata": {
     "tags": []
    },
@@ -52,7 +52,13 @@
      "text": [
       "────────────────────────────────────────────────────────────────────────────────\n",
       " 󠀠🌊  | Model                | Expected path                                                \n",
-      "────────────────────────────────────────────────────────────────────────────────\n",
+      "────────────────────────────────────────────────────────────────────────────────\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       " ✅  │ EOT20                │ ../../tests/data/tide_models/EOT20/ocean_tides               \n",
       " ✅  │ HAMTIDE11            │ ../../tests/data/tide_models/hamtide                         \n",
       "────────────────────────────────────────────────────────────────────────────────\n",
@@ -92,7 +98,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 12,
    "metadata": {
     "tags": []
    },
@@ -101,7 +107,14 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Modelling tides using EOT20\n"
+      "Modelling tides using EOT20"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n"
      ]
     },
     {
@@ -188,7 +201,7 @@
        "2018-01-01 04:00:00 122.2186 -18.0008      EOT20     1.181283"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -208,31 +221,6 @@
     "tide_df.head()"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "Index([122.2186, 122.2186, 122.2186, 122.2186, 122.2186, 122.2186, 122.2186,\n",
-       "       122.2186, 122.2186, 122.2186,\n",
-       "       ...\n",
-       "       122.2186, 122.2186, 122.2186, 122.2186, 122.2186, 122.2186, 122.2186,\n",
-       "       122.2186, 122.2186, 122.2186],\n",
-       "      dtype='float64', name='x', length=721)"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "tide_df.index.get_level_values(level=\"x\")"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -249,7 +237,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 13,
    "metadata": {
     "tags": []
    },
@@ -292,7 +280,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 14,
    "metadata": {
     "tags": []
    },
@@ -308,7 +296,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 2/2 [00:00<00:00,  7.39it/s]\n"
+      "  0%|          | 0/2 [00:00<?, ?it/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 2/2 [00:00<00:00, 12.05it/s]\n"
      ]
     },
     {
@@ -402,7 +397,7 @@
        "2018-01-01 04:00:00 122.2186 -18.0008  1.181283   1.034931"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -430,7 +425,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 15,
    "metadata": {
     "tags": []
    },
@@ -441,7 +436,7 @@
        "<Axes: xlabel='time'>"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -478,7 +473,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 16,
    "metadata": {
     "tags": []
    },
@@ -501,7 +496,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 2/2 [00:00<00:00,  7.69it/s]\n"
+      "100%|██████████| 2/2 [00:00<00:00, 11.39it/s]\n"
      ]
     },
     {
@@ -580,7 +575,7 @@
        "2018-01-31 122.22 -18.21      EOT20     0.368303"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -610,7 +605,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 17,
    "metadata": {
     "tags": []
    },
@@ -664,7 +659,7 @@
        "1 2018-01-31  122.22 -18.21"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -689,7 +684,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 18,
    "metadata": {
     "tags": []
    },
@@ -705,7 +700,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 2/2 [00:00<00:00,  7.52it/s]\n"
+      "100%|██████████| 2/2 [00:00<00:00, 11.22it/s]\n"
      ]
     },
     {
@@ -760,7 +755,7 @@
        "1 2018-01-31  122.22 -18.21     0.368303"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -789,7 +784,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 19,
    "metadata": {
     "tags": []
    },
@@ -805,7 +800,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 4/4 [00:00<00:00, 10.72it/s]\n"
+      "100%|██████████| 4/4 [00:00<00:00, 16.61it/s]\n"
      ]
     },
     {
@@ -916,7 +911,7 @@
        "2018-01-31 122.22 -18.21  HAMTIDE11     0.588129"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -943,7 +938,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 20,
    "metadata": {
     "tags": []
    },
@@ -959,7 +954,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 4/4 [00:00<00:00, 12.83it/s]\n"
+      "100%|██████████| 4/4 [00:00<00:00, 15.95it/s]\n"
      ]
     },
     {
@@ -1043,7 +1038,7 @@
        "           122.22 -18.21  0.368303   0.588129"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }