Hotfix pandas encoder 2.7

notebooks/code_samples/custom_tests/implement_custom_tests.ipynb

@@ -567,28 +567,51 @@
    "outputs": [],
    "source": [
     "import requests\n",
+    "import random\n",
     "\n",
     "\n",
     "@vm.test(\"my_custom_tests.ExternalAPI\")\n",
     "def external_api():\n",
-    "    \"\"\"This test calls an external API to get the current BTC price. It then creates\n",
+    "    \"\"\"This test calls an external API to get a list of fake users. It then creates\n",
     "    a table with the relevant data so it can be displayed in the documentation.\n",
     "\n",
     "    The purpose of this test is to demonstrate how to call an external API and use the\n",
     "    data in a test. A test like this could even be setup to run in a scheduled\n",
     "    pipeline to keep your documentation in-sync with an external data source.\n",
     "    \"\"\"\n",
-    "    url = \"https://api.coindesk.com/v1/bpi/currentprice.json\"\n",
+    "    url = \"https://jsonplaceholder.typicode.com/users\"\n",
     "    response = requests.get(url)\n",
     "    data = response.json()\n",
     "\n",
     "    # extract the time and the current BTC price in USD\n",
-    "    return [\n",
-    "        {\n",
-    "            \"Time\": data[\"time\"][\"updated\"],\n",
-    "            \"Price (USD)\": data[\"bpi\"][\"USD\"][\"rate\"],\n",
-    "        }\n",
-    "    ]\n",
+    "    return {\n",
+    "        \"Model Owners/Stakeholders\": [\n",
+    "            {\n",
+    "                \"Name\": user[\"name\"],\n",
+    "                \"Role\": random.choice([\"Owner\", \"Stakeholder\"]),\n",
+    "                \"Email\": user[\"email\"],\n",
+    "                \"Phone\": user[\"phone\"],\n",
+    "                \"Slack Handle\": f\"@{user['name'].lower().replace(' ', '.')}\",\n",
+    "            }\n",
+    "            for user in data[:3]\n",
+    "        ],\n",
+    "        \"Model Developers\": [\n",
+    "            {\n",
+    "                \"Name\": user[\"name\"],\n",
+    "                \"Role\": \"Developer\",\n",
+    "                \"Email\": user[\"email\"],\n",
+    "            }\n",
+    "            for user in data[3:7]\n",
+    "        ],\n",
+    "        \"Model Validators\": [\n",
+    "            {\n",
+    "                \"Name\": user[\"name\"],\n",
+    "                \"Role\": \"Validator\",\n",
+    "                \"Email\": user[\"email\"],\n",
+    "            }\n",
+    "            for user in data[7:]\n",
+    "        ],\n",
+    "    }\n",
     "\n",
     "\n",
     "result = run_test(\"my_custom_tests.ExternalAPI\")\n",
@@ -601,7 +624,7 @@
    "source": [
     "Again, you can add this to your documentation to see how it looks:\n",
     "\n",
-    "![screenshot showing BTC price metric](../../images/btc-price-custom-metric.png)"
+    "![screenshot showing BTC price metric](../../images/external-data-custom-test.png)"
    ]
   },
   {
@@ -944,7 +967,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,

notebooks/code_samples/custom_tests/integrate_external_test_providers.ipynb

@@ -352,31 +352,54 @@
    "outputs": [],
    "source": [
     "import requests\n",
+    "import random\n",
     "\n",
     "\n",
     "@test(\"my_custom_tests.ExternalAPI\")\n",
     "def external_api():\n",
-    "    \"\"\"This test calls an external API to get the current BTC price. It then creates\n",
+    "    \"\"\"This test calls an external API to get a list of fake users. It then creates\n",
     "    a table with the relevant data so it can be displayed in the documentation.\n",
     "\n",
     "    The purpose of this test is to demonstrate how to call an external API and use the\n",
     "    data in a test. A test like this could even be setup to run in a scheduled\n",
     "    pipeline to keep your documentation in-sync with an external data source.\n",
     "    \"\"\"\n",
-    "    url = \"https://api.coindesk.com/v1/bpi/currentprice.json\"\n",
+    "    url = \"https://jsonplaceholder.typicode.com/users\"\n",
     "    response = requests.get(url)\n",
     "    data = response.json()\n",
     "\n",
     "    # extract the time and the current BTC price in USD\n",
-    "    return [\n",
-    "        {\n",
-    "            \"Time\": data[\"time\"][\"updated\"],\n",
-    "            \"Price (USD)\": data[\"bpi\"][\"USD\"][\"rate\"],\n",
-    "        }\n",
-    "    ]\n",
-    "\n",
-    "\n",
-    "external_api.save(tests_folder, imports=[\"import requests\"])"
+    "    return {\n",
+    "        \"Model Owners/Stakeholders\": [\n",
+    "            {\n",
+    "                \"Name\": user[\"name\"],\n",
+    "                \"Role\": random.choice([\"Owner\", \"Stakeholder\"]),\n",
+    "                \"Email\": user[\"email\"],\n",
+    "                \"Phone\": user[\"phone\"],\n",
+    "                \"Slack Handle\": f\"@{user['name'].lower().replace(' ', '.')}\",\n",
+    "            }\n",
+    "            for user in data[:3]\n",
+    "        ],\n",
+    "        \"Model Developers\": [\n",
+    "            {\n",
+    "                \"Name\": user[\"name\"],\n",
+    "                \"Role\": \"Developer\",\n",
+    "                \"Email\": user[\"email\"],\n",
+    "            }\n",
+    "            for user in data[3:7]\n",
+    "        ],\n",
+    "        \"Model Validators\": [\n",
+    "            {\n",
+    "                \"Name\": user[\"name\"],\n",
+    "                \"Role\": \"Validator\",\n",
+    "                \"Email\": user[\"email\"],\n",
+    "            }\n",
+    "            for user in data[7:]\n",
+    "        ],\n",
+    "    }\n",
+    "\n",
+    "\n",
+    "external_api.save(tests_folder, imports=[\"import requests\", \"import random\"])"
    ]
   },
   {
@@ -904,7 +927,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.9"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,