Add nbqa support support for example notebooks

.git-blame-ignore-revs

@@ -1,2 +1,4 @@
 # activated pre-commit - https://github.com/pybamm-team/PyBaMM/pull/2272
 0054efe388d2d17301f7e0554449eac9a7d3b7fc
+# activated pre-commit for notebooks - https://github.com/pybamm-team/PyBaMM/pull/3110
+a63e49ece0f9336d1f5c2562f7459e555c6e6693

.pre-commit-config.yaml

@@ -13,3 +13,10 @@ repos:
     hooks:
       - id: ruff
         args: [--ignore=E741, --exclude=__init__.py]
+
+  - repo: https://github.com/nbQA-dev/nbQA
+    rev: 1.7.0
+    hooks:
+      - id: nbqa-ruff
+        additional_dependencies: [ruff==0.0.276]
+        args: ["--fix","--ignore=E501,E402"]

docs/source/examples/notebooks/batch_study.ipynb

@@ -516,7 +516,7 @@
     "batch_study.solve(initial_soc=1)\n",
     "\n",
     "labels = [f\"Inner SEI open-circuit potential [V]: {inner_sei_oc_v}\" for inner_sei_oc_v in inner_sei_oc_v_values]\n",
-    "batch_study.plot(labels=labels)\n"
+    "batch_study.plot(labels=labels)"
    ]
   },
   {

docs/source/examples/notebooks/callbacks.ipynb

@@ -151,7 +151,7 @@
    ],
    "source": [
     "callback = pybamm.callbacks.LoggingCallback(\"output.log\")\n",
-    "sim.solve(callbacks=callback);\n",
+    "sim.solve(callbacks=callback)\n",
     "\n",
     "# Read the file that has been written, which was saved to callback.logfile\n",
     "with open(callback.logfile, \"r\") as f:\n",

docs/source/examples/notebooks/creating_models/4-comparing-full-and-reduced-order-models.ipynb

@@ -348,6 +348,7 @@
     "# plot\n",
     "r = mesh[\"negative particle\"].nodes # radial position\n",
     "\n",
+    "\n",
     "def plot(t):\n",
     "    fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(13, 4))\n",
     "    \n",
@@ -373,6 +374,7 @@
     "    plt.tight_layout()\n",
     "    plt.show()\n",
     "                   \n",
+    "\n",
     "import ipywidgets as widgets\n",
     "widgets.interact(plot, t=widgets.FloatSlider(min=0,max=3600,step=1,value=0));\n",
     "   "