update

Author: spatialthoughts

notebooks/xarray_extracting_time_series.ipynb

@@ -93,6 +93,52 @@
         "    os.mkdir(output_folder)"
       ]
     },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "msn8VDKxwWKQ"
+      },
+      "source": [
+        "Setup a local Dask cluster. This distributes the computation across multiple workers on your computer."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "BaKZVxQ5IRJa"
+      },
+      "outputs": [],
+      "source": [
+        "from dask.distributed import Client\n",
+        "client = Client()  # set up local cluster on the machine\n",
+        "client"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "E5pU7R7XIb-3"
+      },
+      "source": [
+        "If you are running this notebook in Colab, you will need to create and use a proxy URL to see the dashboard running on the local server.\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "25cU4Gl0Icy4"
+      },
+      "outputs": [],
+      "source": [
+        "if 'google.colab' in str(get_ipython()):\n",
+        "    from google.colab import output\n",
+        "    port_to_expose = 8787  # This is the default port for Dask dashboard\n",
+        "    print(output.eval_js(f'google.colab.kernel.proxyPort({port_to_expose})'))"
+      ]
+    },
     {
       "cell_type": "code",
       "execution_count": null,