[WIP] Attempt refactor soiling pr

.github/workflows/nbval.yaml

@@ -13,6 +13,7 @@ jobs:
           'TrendAnalysis_example.ipynb',
           'TrendAnalysis_example_NSRDB.ipynb',
           'degradation_and_soiling_example.ipynb',
+          'soiling_options_guide.ipynb',
           'system_availability_example.ipynb'
         ]
 
@@ -29,7 +30,7 @@ jobs:
     - name: Run notebook and check output
       run: |
         # --sanitize-with:  pre-process text to remove irrelevant differences (e.g. warning filepaths)
-        pytest --nbval docs/${{ matrix.notebook-file }} --sanitize-with docs/nbval_sanitization_rules.cfg
+        pytest --nbval --nbval-sanitize-with docs/nbval_sanitization_rules.cfg docs/${{ matrix.notebook-file }}
     - name: Run notebooks again, save files
       run: |
         pip install nbconvert[webpdf]

docs/TrendAnalysis_example_NSRDB.ipynb

@@ -200,7 +200,7 @@
     "ax.plot(df.index, df.soiling, 'o', alpha=0.01)\n",
     "#ax.set_ylim(0,1500)\n",
     "fig.autofmt_xdate()\n",
-    "ax.set_ylabel('soiling signal');\n",
+    "ax.set_ylabel('soiling signal')\n",
     "df['power'] = df['power_ac'] * df['soiling']\n",
     "\n",
     "plt.show()"

docs/degradation_and_soiling_example.ipynb

@@ -93302,7 +93302,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 33,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2026-02-04T19:31:16.336479Z",
@@ -93618,6 +93618,8 @@
        "      <th>soiling_rate_high</th>\n",
        "      <th>inferred_start_loss</th>\n",
        "      <th>inferred_end_loss</th>\n",
+       "      <th>inferred_recovery</th>\n",
+       "      <th>inferred_begin_shift</th>\n",
        "      <th>length</th>\n",
        "      <th>valid</th>\n",
        "    </tr>\n",
@@ -93710,7 +93712,7 @@
        "4           1.040835       4  False  "
       ]
      },
-     "execution_count": 22,
+     "execution_count": 41,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -93938,7 +93940,7 @@
        "11               7  "
       ]
      },
-     "execution_count": 24,
+     "execution_count": 43,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -94054,7 +94056,7 @@
        "6  2016              0.970346           0.967108            0.973698"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 44,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -94249,7 +94251,7 @@
        "2010-03-01 00:00:00-07:00   0.838916  "
       ]
      },
-     "execution_count": 28,
+     "execution_count": 47,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -94369,7 +94371,7 @@
  "metadata": {
   "anaconda-cloud": {},
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "rdtools3-nb",
    "language": "python",
    "name": "python3"
   },