token counting lab scaffolding

labs/token-counting/README.MD

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+# APIM ❤️ OpenAI
+
+## [Token counting lab)](token-counting.ipynb)
+[![flow](../../images/token-counting.gif)](token-counting.ipynb)
+
+Playground to try the ...
+
+### Prerequisites
+- [Python 3.8 or later version](https://www.python.org/) installed
+- [Pandas Library](https://pandas.pydata.org) installed
+- [VS Code](https://code.visualstudio.com/) installed with the [Jupyter notebook extension](https://marketplace.visualstudio.com/items?itemName=ms-toolsai.jupyter) enabled
+- [Azure CLI](https://learn.microsoft.com/en-us/cli/azure/install-azure-cli) installed
+- [An Azure Subscription](https://azure.microsoft.com/en-us/free/) with Contributor permissions
+- [Access granted to Azure OpenAI](https://aka.ms/oai/access) or just enable the mock service
+- [Sign in to Azure with Azure CLI](https://learn.microsoft.com/en-us/cli/azure/authenticate-azure-cli-interactively)
+
+### 🚀 Get started
+Proceed by opening the [Jupyter notebook](token-counting.ipynb), and follow the steps provided.
+
+### 🗑️ Clean up resources
+When you're finished with the lab, you should remove all your deployed resources from Azure to avoid extra charges and keep your Azure subscription uncluttered.
+Use the [clean-up-resources notebook](clean-up-resources.ipynb) for that.

labs/token-counting/clean-up-resources.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 🗑️ Clean up resources\n",
+    "\n",
+    "When you're finished with the lab, you should remove all your deployed resources from Azure to avoid extra charges and keep your Azure subscription uncluttered."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "import datetime\n",
+    "\n",
+    "deployment_name = os.path.basename(os.path.dirname(globals()['__vsc_ipynb_file__']))\n",
+    "resource_group_name = f\"lab-{deployment_name}\"\n",
+    "\n",
+    "def log(stdout, name, action):\n",
+    "    if stdout.n.startswith(\"ERROR\"):\n",
+    "        print(\"👎🏻 \", name, \" was NOT \", action, \": \", stdout)\n",
+    "    else:\n",
+    "        print(\"👍🏻 \", name, \" was \", action, \" ⌚ \", datetime.datetime.now().time())\n",
+    "\n",
+    "deployment_stdout = ! az deployment group show --name {deployment_name} -g {resource_group_name} -o json    \n",
+    "deployment = json.loads(deployment_stdout.n)\n",
+    "for resource in deployment.get(\"properties\").get(\"outputResources\"):\n",
+    "    resource_id = resource.get(\"id\")\n",
+    "    try:\n",
+    "        query = \"\\\"{type:type, name:name, location:location}\\\"\"\n",
+    "        resource_stdout = ! az resource show --id {resource_id} --query {query} -o json\n",
+    "        resource = json.loads(resource_stdout.n)\n",
+    "        resource_name = resource.get(\"name\")\n",
+    "        resource_type = resource.get(\"type\")  \n",
+    "        if resource_type == \"Microsoft.CognitiveServices/accounts\":\n",
+    "            resource_location = \"\\\"\" + resource.get(\"location\") + \"\\\"\"\n",
+    "            delete_stdout = ! az cognitiveservices account delete -g {resource_group_name} -n {resource_name}\n",
+    "            log(delete_stdout, resource_name, \"deleted\")\n",
+    "            delete_stdout = ! az cognitiveservices account purge -g {resource_group_name} -n {resource_name} -l {resource_location}\n",
+    "            log(delete_stdout, resource_name, \"purged\")\n",
+    "        elif resource_type == \"Microsoft.ApiManagement/service\":\n",
+    "            resource_location = \"\\\"\" + resource.get(\"location\") + \"\\\"\"\n",
+    "            delete_stdout = ! az apim delete -n {resource_name} -g {resource_group_name} -y\n",
+    "            log(delete_stdout, resource_name, \"deleted\")\n",
+    "            delete_stdout = ! az apim deletedservice purge --service-name {resource_name} --location {resource_location}\n",
+    "            log(delete_stdout, resource_name, \"purged\")\n",
+    "    except:\n",
+    "        print(\"✌🏻 \", resource_id, \" ignored\")\n",
+    "delete_stdout = ! az group delete --name {resource_group_name} -y\n",
+    "log(delete_stdout, resource_group_name, \"deleted\")\n",
+    "\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}