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Author: pre-commit-ci[bot]

fundamentals/01_datatree_imerghh.ipynb

@@ -15,7 +15,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -37,9 +37,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "imerghh_730 = xr.open_datatree(\n",
-    "    '~/xarray-data/imerghh_730.hdf5', engine='h5netcdf'\n",
-    ")\n",
+    "imerghh_730 = xr.open_datatree('~/xarray-data/imerghh_730.hdf5', engine='h5netcdf')\n",
     "imerghh_730"
    ]
   },
@@ -223,8 +221,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "combined_imerghh_tree = xr.DataTree.from_dict({'time_730': imerghh_730,\n",
-    "                                               'time_830': imerghh_830})\n",
+    "combined_imerghh_tree = xr.DataTree.from_dict({'time_730': imerghh_730, 'time_830': imerghh_830})\n",
     "combined_imerghh_tree"
    ]
   },
@@ -247,11 +244,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "precip_concat = xr.concat([combined_imerghh_tree['time_730/Grid/precipitation'], combined_imerghh_tree['time_830/Grid/precipitation']], dim='time')"
+    "precip_concat = xr.concat(\n",
+    "    [\n",
+    "        combined_imerghh_tree['time_730/Grid/precipitation'],\n",
+    "        combined_imerghh_tree['time_830/Grid/precipitation'],\n",
+    "    ],\n",
+    "    dim='time',\n",
+    ")"
    ]
   },
   {
@@ -266,7 +269,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -275,7 +278,8 @@
     "    & (precip_concat.lat <= 35)\n",
     "    & (precip_concat.lon >= -110)\n",
     "    & (precip_concat.lon <= -78),\n",
-    "    drop=True,)"
+    "    drop=True,\n",
+    ")"
    ]
   },
   {
@@ -288,7 +292,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -310,16 +314,18 @@
    "outputs": [],
    "source": [
     "# Plot the precipitation data\n",
-    "precip_plot = precipitation_subset_mask.plot(figsize=(12, 6), transform=ccrs.PlateCarree(), subplot_kws={'projection':ccrs.PlateCarree()},\n",
+    "precip_plot = precipitation_subset_mask.plot(\n",
+    "    figsize=(12, 6),\n",
+    "    transform=ccrs.PlateCarree(),\n",
+    "    subplot_kws={'projection': ccrs.PlateCarree()},\n",
     "    x=\"lon\",\n",
     "    y=\"lat\",\n",
-    "    col='time', # The dimension (\"time\") we are faceting our plot on\n",
-    "    col_wrap=2, # Number of subplots\n",
+    "    col='time',  # The dimension (\"time\") we are faceting our plot on\n",
+    "    col_wrap=2,  # Number of subplots\n",
     "    cmap='jet',\n",
     "    cbar_kwargs={\"orientation\": \"horizontal\", \"pad\": 0.15, \"shrink\": 0.6},\n",
     "    vmin=precipitation_subset_mask.min(),\n",
     "    vmax=precipitation_subset_mask.max(),\n",
-    "\n",
     ")\n",
     "\n",
     "\n",
@@ -328,16 +334,11 @@
     "    ax.coastlines()\n",
     "    gl = ax.gridlines(linewidth=1, color='black', linestyle='--')\n",
     "    gl.left_labels = True\n",
-    "    gl.bottom_labels = True\n"
+    "    gl.bottom_labels = True"
    ]
   }
  ],
  "metadata": {
-  "kernelspec": {
-   "display_name": "utf-upgrade-datatree",
-   "language": "python",
-   "name": "python3"
-  },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
@@ -347,8 +348,7 @@
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.5"
+   "pygments_lexer": "ipython3"
   }
  },
  "nbformat": 4,