run formatter

Author: hrodmn

tutorials/climate-risk.ipynb

@@ -2256,12 +2256,7 @@
    "source": [
     "# calculate median value by time of day for the historic data\n",
     "# this takes a while because it needs to process ~30GB\n",
-    "hourly_da = (\n",
-    "    historic_da\n",
-    "    .groupby(\"time.hour\")\n",
-    "    .median()\n",
-    "    .compute()\n",
-    ")"
+    "hourly_da = historic_da.groupby(\"time.hour\").median().compute()"
    ]
   },
   {
@@ -2634,9 +2629,6 @@
    "execution_count": 28,
    "id": "da3af858-e212-4d26-b25c-1bccf8458d61",
    "metadata": {
-    "jupyter": {
-     "source_hidden": true
-    },
     "tags": []
    },
    "outputs": [
@@ -2660,25 +2652,18 @@
     "fig, ax = plt.subplots(figsize=(7, 5))\n",
     "im_data = wildfire_danger_48hours.where(wildfire_danger_48hours > 0)\n",
     "ax.imshow(\n",
-    "    im_data,\n",
-    "    extent=image_plot_extent,\n",
-    "    origin=\"upper\",\n",
-    "    cmap=\"inferno\", \n",
-    "    vmin=0,\n",
-    "    vmax=0.7\n",
+    "    im_data, extent=image_plot_extent, origin=\"upper\", cmap=\"inferno\", vmin=0, vmax=0.7\n",
     ")\n",
     "\n",
-    "north_america_boundary.plot(\n",
-    "    ax=ax, facecolor=\"none\", edgecolor=\"black\", linewidth=1.2\n",
-    ")\n",
-    "us_states_boundaries.plot(\n",
-    "    ax=ax, facecolor=\"none\", edgecolor=\"black\", linewidth=0.7\n",
-    ")\n",
+    "north_america_boundary.plot(ax=ax, facecolor=\"none\", edgecolor=\"black\", linewidth=1.2)\n",
+    "us_states_boundaries.plot(ax=ax, facecolor=\"none\", edgecolor=\"black\", linewidth=0.7)\n",
     "\n",
     "ax.axis(\"off\")\n",
     "plt.subplots_adjust(left=0.1, right=0.9, top=0.85, bottom=0.15)\n",
     "fig.suptitle(\"Cumulative wildfire risk in 48 hour forecast\", fontsize=12, y=0.92)\n",
-    "fig.text(0.1, 0.05, f\"reference time: {now.strftime(\"%Y-%m-%dT%H\")}\", ha=\"left\", fontsize=10)\n",
+    "fig.text(\n",
+    "    0.1, 0.05, f\"reference time: {now.strftime('%Y-%m-%dT%H')}\", ha=\"left\", fontsize=10\n",
+    ")\n",
     "\n",
     "plt.show()"
    ]
@@ -2905,9 +2890,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3.12 (geo)",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "envname"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -2919,7 +2904,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.10"
+   "version": "3.13.0"
   }
  },
  "nbformat": 4,