resolved autofixes

Clay-foundation · Jan 14, 2024 · 2a7a6e2 · 2a7a6e2
2 parents fffe56d + a59a3eb
commit 2a7a6e2
Showing 1 changed file with 10 additions and 11 deletions.
diff --git a/docs/run_region.ipynb b/docs/run_region.ipynb
@@ -39,7 +39,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "#get the MGRS grid\n",
+    "# get the MGRS grid\n",
     "mgrs_file = Path(\"data/mgrs/mgrs_full.fgb\")\n",
     "if not mgrs_file.exists():\n",
     "    print(\"Downloading MGRS grid...\")\n",
@@ -135,8 +135,8 @@
     "\n",
     "# print number of mgrs_aoi, and the area of the aoi and mgrs_aoi\n",
     "print(f\"Number of MGRS tiles covering AOI: {len(mgrs_aoi)}\")\n",
-    "aoi_area = aoi.to_crs(epsg=3857).area[0]/1e6\n",
-    "mgrs_area = mgrs_aoi.to_crs(epsg=3857).area.sum()/1e6\n",
+    "aoi_area = aoi.to_crs(epsg=3857).area[0] / 1e6\n",
+    "mgrs_area = mgrs_aoi.to_crs(epsg=3857).area.sum() / 1e6\n",
     "print(f\"Area of AOI: {aoi_area:.2f} sq km\")\n",
     "print(f\"Area of MGRS tiles covering AOI: {mgrs_area:.2f} sq km\")\n",
     "print(f\"Percentage of AOI covered by MGRS tiles: {100*mgrs_area/aoi_area:.2f}%\")\n",
@@ -145,17 +145,16 @@
     "fig, ax = plt.subplots(figsize=(10, 10))\n",
     "mgrs_aoi.to_crs(epsg=3857).plot(ax=ax, color=\"blue\", alpha=0.5, label=\"MGRS\")\n",
     "for idx, row in mgrs_aoi.to_crs(epsg=3857).iterrows():\n",
-    "        x = float(row.geometry.centroid.x)\n",
-    "        y = float(row.geometry.centroid.y)\n",
-    "        ax.annotate(text=row[\"name\"],\n",
-    "                    xy=(x,y),color=\"white\")\n",
+    "    x = float(row.geometry.centroid.x)\n",
+    "    y = float(row.geometry.centroid.y)\n",
+    "    ax.annotate(text=row[\"name\"], xy=(x, y), color=\"white\")\n",
     "aoi.to_crs(epsg=3857).plot(ax=ax, color=\"red\", alpha=0.5, label=\"AOI\")\n",
     "x = float(aoi.to_crs(epsg=3857).geometry.centroid.x)\n",
     "y = float(aoi.to_crs(epsg=3857).geometry.centroid.y)\n",
-    "ax.annotate(text=\"AOI\",xy=(x,y),color=\"white\")\n",
+    "ax.annotate(text=\"AOI\", xy=(x, y), color=\"white\")\n",
     "ctx.add_basemap(ax, source=ctx.providers.OpenStreetMap.Mapnik)\n",
     "ax.set_axis_off()\n",
-    "plt.show()\n"
+    "plt.show()"
    ]
   },
   {
@@ -227,7 +226,7 @@
     "        --localpath data/chips  \\\n",
     "        --index {index} \\\n",
     "        --dateranges \"2018-01-01/2018-04-01,2023-06-01/2023-12-15\"\n",
-    "        #--subset 1500,1500,2524,2524 \\"
+    "    # --subset 1500,1500,2524,2524 \\"
    ]
   },
   {
@@ -248,7 +247,7 @@
    "outputs": [],
    "source": [
     "model_file = Path(\"data/checkpoints/Clay_v0.1_epoch-24_val-loss-0.46.ckpt\")\n",
-    "model_url=\"https://huggingface.co/made-with-clay/Clay/resolve/main/Clay_v0.1_epoch-24_val-loss-0.46.ckpt\"\n",
+    "model_url = \"https://huggingface.co/made-with-clay/Clay/resolve/main/Clay_v0.1_epoch-24_val-loss-0.46.ckpt\"\n",
     "if not model_file.exists():\n",
     "    print(\"Downloading model...\")\n",
     "    !wget $model_url \\\n",