mirror of
https://github.com/ckaczor/azuredatastudio.git
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486 lines
25 KiB
Plaintext
486 lines
25 KiB
Plaintext
{
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"metadata": {
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3",
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"language": "python"
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},
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"language_info": {
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"name": "python",
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"version": "3.6.6",
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"mimetype": "text/x-python",
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"pygments_lexer": "ipython3",
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"nbconvert_exporter": "python",
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"file_extension": ".py"
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}
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},
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"nbformat_minor": 2,
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"nbformat": 4,
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"cells": [
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{
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"cell_type": "markdown",
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"source": [
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"\n",
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"## Deploy Azure SQL Edge to an Azure VM via IoT hub\n",
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"This notebook will walk you through the end to end setup of Azure SQL Edge.\n",
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"1. Create an Azure Edge VM as a virtual IoT device, you can go the \"Default Settings\" cell and adjust the vm_size variable based on your needs. Available sizes and pricing information can be found [here](https://docs.microsoft.com/azure/virtual-machines/linux/sizes).\n",
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"1. Create an Azure IoT hub, you can go to the \"Default Settings\" cell and adjust value of the following variables based on your needs: iot_hub_sku and iot_hub_units. Available SKUs and pricing information can be found [here](https://azure.microsoft.com/pricing/details/iot-hub/).\n",
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"1. Add the device to the IoT hub\n",
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"1. Deploy SQL Edge module to the device with optional package file\n",
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"1. Enable connecting to the SQL Edge instance on the device\n",
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"\n",
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"### Dependencies\n",
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"- Azure CLI. For more information, see [Azure CLI Installation](https://docs.microsoft.com/cli/azure/install-azure-cli?view=azure-cli-latest).\n",
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"\n",
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"<span style=\"color:red\"><font size=\"3\">Please press the \"Run all\" button to run the notebook</font></span>"
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],
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"metadata": {
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"azdata_cell_guid": "15b8cfc7-dd7f-4db8-9a3c-2151932fe7b5"
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}
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Check dependencies"
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],
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"metadata": {
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"azdata_cell_guid": "f78f4ff3-d4c9-4c3e-853f-4add05061eb0"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"import sys,os,json,html,getpass,time,ntpath,uuid\n",
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"\n",
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"def run_command(command:str, displayCommand:str = \"\", returnObject:bool = False):\n",
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" print(\"Executing: \" + (displayCommand if displayCommand != \"\" else command))\n",
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" if returnObject:\n",
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" output = os.popen(command).read()\n",
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" print(f'Command successfully executed')\n",
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" return json.loads(''.join(output))\n",
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" else:\n",
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" !{command}\n",
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" if _exit_code != 0:\n",
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" sys.exit(f'Command execution failed with exit code: {str(_exit_code)}.\\n')\n",
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" else:\n",
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" print(f'Command successfully executed')\n",
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"\n",
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"run_command(command='az --version')"
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],
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"metadata": {
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"azdata_cell_guid": "70b9744f-eb59-44e8-9b35-db590ac4651d",
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"tags": [
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"hide_input"
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]
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},
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"outputs": [],
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"execution_count": null
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Install Azure IoT extension for Azure CLI"
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],
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"metadata": {
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"azdata_cell_guid": "a7f15c68-1725-4caa-b4f7-ddc2b4934883"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"extensions = run_command('az extension list', returnObject=True)\r\n",
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"extensions = [ext for ext in extensions if ext['name'] == 'azure-cli-iot-ext']\r\n",
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"if len(extensions) > 0:\r\n",
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" run_command('az extension remove --name azure-cli-iot-ext')\r\n",
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"run_command('az extension add --name azure-iot')"
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],
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"metadata": {
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"azdata_cell_guid": "55bb2f96-6f7f-4aa0-9daf-d0f7f9d9243c",
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"tags": [
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"hide_input"
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]
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},
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"outputs": [],
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"execution_count": null
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Required information"
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],
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"metadata": {
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"azdata_cell_guid": "b5dc5586-06e8-44d9-8bc3-2861d510efe5"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"azure_subscription_id = os.environ[\"AZDATA_NB_VAR_ASDE_SUBSCRIPTIONID\"]\n",
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"azure_resource_group = os.environ[\"AZDATA_NB_VAR_ASDE_RESOURCEGROUP\"]\n",
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"azure_location = os.environ[\"AZDATA_NB_VAR_ASDE_AZURE_LOCATION\"]\n",
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"sa_password = os.environ[\"AZDATA_NB_VAR_SA_PASSWORD\"]\n",
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"vm_admin = os.environ[\"AZDATA_NB_VAR_ASDE_VM_ADMIN\"]\n",
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"vm_password = os.environ[\"AZDATA_NB_VAR_ASDE_VM_PASSWORD\"]\n",
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"package_path = os.environ[\"AZDATA_NB_VAR_ASDE_PACKAGE_PATH\"]\n",
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"sql_port = os.environ[\"AZDATA_NB_VAR_ASDE_SQL_PORT\"]\n",
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"new_rg_flag = os.environ[\"AZDATA_NB_VAR_ASDE_NEW_RESOURCEGROUP\"]\n",
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"new_rg_name = os.environ[\"AZDATA_NB_VAR_ASDE_NEW_RESOURCEGROUP_NAME\"]\n",
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"\n",
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"if new_rg_flag == 'true':\n",
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" azure_resource_group = new_rg_name\n",
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"print(f'Subscription: {azure_subscription_id}')\n",
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"print(f'Resource group: {azure_resource_group}')\n",
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"print(f'Location: {azure_location}')\n",
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"print(f'VM admin username: {vm_admin}')\n",
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"print(f'VM admin password: ******')\n",
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"print(f'SQL Server port: {sql_port}')\n",
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"print(f'SQL Server sa password: ******')\n",
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"print(f'Package path: {package_path}')"
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],
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"metadata": {
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"azdata_cell_guid": "dde9388b-f623-4d62-bb74-36a05f5d2ea3",
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"tags": [
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"hide_input"
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]
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},
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"outputs": [],
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"execution_count": null
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Default settings"
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],
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"metadata": {
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"azdata_cell_guid": "2a5755eb-85a7-4237-8d87-04cdab13cf40"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"suffix = time.strftime(\"%y%m%d%H%M%S\", time.localtime())\n",
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"iot_hub_name = f'hub{suffix}'\n",
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"iot_hub_sku = 'S1'\n",
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"iot_hub_units = 4\n",
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"iot_device_id = f'vm{suffix}'\n",
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"azure_storage_account = f'sa{suffix}'\n",
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"storage_account_container = 'sqldatabasepackage'\n",
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"sql_lcid = '1033'\n",
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"sql_collation = 'SQL_Latin1_General_CP1_CI_AS'\n",
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"vm_size = 'Standard_DS1_v2'"
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],
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"metadata": {
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"azdata_cell_guid": "19ebeaf4-94c9-4d2b-bd9f-e3c6bf7f2dda",
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"tags": [
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"hide_input"
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]
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},
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"outputs": [],
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"execution_count": null
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Login to Azure"
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],
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"metadata": {
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"azdata_cell_guid": "84f57c09-5772-4f7a-a270-4039b8d5b081"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"run_command('az login')"
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],
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"metadata": {
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"azdata_cell_guid": "f9e8ddee-aefa-4951-b767-b318d941d2cd",
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"tags": [
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"hide_input"
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]
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},
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"outputs": [],
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"execution_count": null
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Set active Azure subscription"
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],
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"metadata": {
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"azdata_cell_guid": "59249fa6-f76c-4e5d-bee7-a9ebef6f873e"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"if azure_subscription_id != \"\":\n",
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" run_command(f'az account set --subscription {azure_subscription_id}')\n",
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"else:\n",
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" print('Using the default Azure subscription', {azure_subscription_id})\n",
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"run_command(f'az account show')"
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],
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"metadata": {
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"azdata_cell_guid": "6e085676-2cc5-4af8-819c-fa210244e6c3",
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"tags": [
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"hide_input"
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]
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},
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"outputs": [],
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"execution_count": null
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Create resource group"
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],
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"metadata": {
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"azdata_cell_guid": "67dacbaa-92f4-4d06-90bb-8974964852aa"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"rg_exists = run_command(f'az group exists --name {azure_resource_group}', returnObject=True)\n",
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"\n",
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"if rg_exists:\n",
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" print(f'resource group \\\"{azure_resource_group}\\\" already exists.')\n",
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"else:\n",
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" run_command(f'az group create --location {azure_location} --name {azure_resource_group}')"
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],
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"metadata": {
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"azdata_cell_guid": "f29b439e-cf05-4c35-aa47-1482ccd653bf",
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"tags": [
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"hide_input"
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]
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},
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"outputs": [],
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"execution_count": null
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Create IoT hub"
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],
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"metadata": {
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"azdata_cell_guid": "e37a04c3-515d-4cb7-99b2-f8bc6167510e"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"hub_list = run_command(f'az iot hub list --resource-group {azure_resource_group}', returnObject=True)\n",
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"hub_list = [hub for hub in hub_list if hub['name'] == iot_hub_name]\n",
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"if len(hub_list) == 0:\n",
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" run_command(f'az iot hub create --name {iot_hub_name} --resource-group {azure_resource_group} --location {azure_location} --sku {iot_hub_sku} --unit {iot_hub_units}')\n",
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"else:\n",
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" print(f'IoT hub \\\"{iot_hub_name}\\\" already exists')"
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],
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"metadata": {
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"azdata_cell_guid": "f9f5e4ec-82a5-45df-a408-ddb0fb21847c",
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"tags": [
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"hide_input"
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]
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},
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"outputs": [],
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"execution_count": null
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Create storage account and storage account container, then upload the package"
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],
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"metadata": {
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"azdata_cell_guid": "90ec2b26-0c4a-4aa4-b397-f16b09b454ea"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"storage_account_created = False\n",
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"if package_path == \"\":\n",
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" print(f'Package file not provided')\n",
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" blob_sas = ''\n",
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"else: \n",
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" package_name = ntpath.basename(package_path)\n",
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" storage_accounts = run_command(f'az storage account list --resource-group {azure_resource_group} --subscription {azure_subscription_id}', returnObject=True)\n",
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" storage_accounts = [storage_account for storage_account in storage_accounts if storage_account['name'] == azure_storage_account]\n",
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" if len(storage_accounts) == 0:\n",
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" storage_account_created = True\n",
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" run_command(f'az storage account create -n {azure_storage_account} -g {azure_resource_group} -l {azure_location} --sku Standard_LRS --kind Storage')\n",
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" else:\n",
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" print(f'storage account \\\"{azure_storage_account}\\\" already exists.')\n",
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"\n",
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" storage_account_key = run_command(f'az storage account keys list --account-name {azure_storage_account} --resource-group {azure_resource_group}', returnObject=True)[0]['value']\n",
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" container_exists = run_command(f'az storage container exists --name {storage_account_container} --account-key {storage_account_key} --account-name {azure_storage_account} --auth-mode key --output json', returnObject=True)['exists']\n",
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" if container_exists:\n",
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" print(f'storage account container \\\"{storage_account_container}\\\" already exists.')\n",
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" else:\n",
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" run_command(f'az storage container create --name {storage_account_container} --account-key {storage_account_key} --account-name {azure_storage_account} --auth-mode key')\n",
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"\n",
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" blob_exists = run_command(f'az storage blob exists --container-name {storage_account_container} --name \\\"{package_name}\\\" --account-key {storage_account_key} --account-name {azure_storage_account} --auth-mode key', returnObject=True)['exists']\n",
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" if blob_exists:\n",
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" print(f'blob \\\"{package_name}\\\" already exists.')\n",
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" else:\n",
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" run_command(f'az storage blob upload --account-name {azure_storage_account} --container-name {storage_account_container} --name {package_name} --file \\\"{package_path}\\\" --account-key {storage_account_key} --auth-mode key')\n",
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" now = time.localtime()\n",
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" expiry = f'{(now.tm_year + 1)}-{now.tm_mon}-{now.tm_mday}'\n",
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" blob_sas = run_command(f'az storage blob generate-sas --container-name {storage_account_container} --name \\\"{package_name}\\\" --account-name {azure_storage_account} --account-key {storage_account_key} --auth-mode key --full-uri --https-only --permissions r --expiry {expiry}', returnObject=True)"
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],
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"metadata": {
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"azdata_cell_guid": "7ab2b3ec-0832-40b3-98c0-4aa87320e7ce",
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"tags": [
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"hide_input"
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]
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},
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"outputs": [],
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"execution_count": null
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Add the Edge device to the IoT hub"
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],
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"metadata": {
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"azdata_cell_guid": "fbc5f4ac-dfe0-4543-ace1-49b796251910"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"device_list = run_command(f'az iot hub device-identity list --edge-enabled true --hub-name {iot_hub_name} --resource-group {azure_resource_group}', returnObject=True)\n",
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"device_list = [device for device in device_list if device['deviceId'] == iot_device_id]\n",
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"if len(device_list) == 0:\n",
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" run_command(f'az iot hub device-identity create --device-id {iot_device_id} --hub-name {iot_hub_name} --resource-group {azure_resource_group} --edge-enabled true')\n",
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"else:\n",
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" print(f'Edge device \\\"{iot_device_id}\\\" already exists.')\n",
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"connection_string = run_command(f'az iot hub device-identity show-connection-string --device-id {iot_device_id} --hub-name {iot_hub_name} --resource-group {azure_resource_group}', returnObject=True)\n",
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"connection_string = connection_string['connectionString']"
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],
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"metadata": {
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"azdata_cell_guid": "c183c3e3-8699-4f29-993b-07bf848336e3",
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"tags": [
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"hide_input"
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]
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},
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"outputs": [],
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"execution_count": null
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},
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{
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"cell_type": "markdown",
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"source": [
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"### Create an Edge enabled VM as an Edge device"
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],
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"metadata": {
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"azdata_cell_guid": "41b10249-cd40-4053-b1b0-b02f562789f7"
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}
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},
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{
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"cell_type": "code",
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"source": [
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"iot_deploy_result = run_command((f\"az deployment group create \"\r\n",
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"f\"--resource-group {azure_resource_group} \"\r\n",
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"f\"--template-uri \\\"https://aka.ms/iotedge-vm-deploy\\\" \"\r\n",
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"f\"--parameters vmSize={vm_size} \"\r\n",
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"f\"--parameters dnsLabelPrefix={iot_device_id} \"\r\n",
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"f\"--parameters adminUsername={vm_admin} \"\r\n",
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"f\"--parameters deviceConnectionString={connection_string} \"\r\n",
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"f\"--parameters authenticationType=sshPublicKey \"\r\n",
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"f\"--parameters adminPasswordOrKey=\\\"{vm_password}\\\"\"), returnObject=True)\r\n",
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"vm_resource = [resource for resource in iot_deploy_result['properties']['dependencies'] if resource['resourceType'] == 'Microsoft.Compute/virtualMachines']\r\n",
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"if len(vm_resource) != 1:\r\n",
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" sys.exit('Failed to deploy the IoT Edge VM')\r\n",
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"vm_name = vm_resource[0]['resourceName']\r\n",
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"nsg_name = vm_name.replace('vm-','nsg-')\r\n",
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"ip_address = run_command(f'az vm show -d -g {azure_resource_group} -n {vm_name} --query publicIps', returnObject=True)\r\n",
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"run_command(f'az network nsg rule create --name \\\"SQL\\\" --nsg-name {nsg_name} --priority 100 --resource-group {azure_resource_group} --access Allow --description \\\"Allow SQL\\\" --destination-address-prefixes \\\"*\\\" --destination-port-ranges {sql_port} --direction Inbound --source-address-prefixes Internet --protocol Tcp')"
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],
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"metadata": {
|
|
"azdata_cell_guid": "c8590c65-b274-460d-9659-97e81d2fd3ea",
|
|
"tags": [
|
|
"hide_input"
|
|
]
|
|
},
|
|
"outputs": [],
|
|
"execution_count": null
|
|
},
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{
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"cell_type": "markdown",
|
|
"source": [
|
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"### Deploy Azure SQL Edge to the device"
|
|
],
|
|
"metadata": {
|
|
"azdata_cell_guid": "ec46957f-0795-4c75-804d-f8a7ecb26382"
|
|
}
|
|
},
|
|
{
|
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"cell_type": "code",
|
|
"source": [
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"manifest = '{\\\"modulesContent\\\":{\\\"$edgeAgent\\\":{\\\"properties.desired\\\":{\\\"modules\\\":{\\\"AzureSQLEdge\\\":{\\\"settings\\\":{\\\"image\\\":\\\"mcr.microsoft.com/azure-sql-edge\\\",\\\"createOptions\\\":\\\"{\\\\\\\"HostConfig\\\\\\\":{\\\\\\\"CapAdd\\\\\\\":[\\\\\\\"SYS_PTRACE\\\\\\\"],\\\\\\\"Binds\\\\\\\":[\\\\\\\"sqlvolume:/sqlvolume\\\\\\\"],\\\\\\\"PortBindings\\\\\\\":{\\\\\\\"1433/tcp\\\\\\\":[{\\\\\\\"HostPort\\\\\\\":\\\\\\\"<SQL_Port>\\\\\\\"}]},\\\\\\\"Mounts\\\\\\\":[{\\\\\\\"Type\\\\\\\":\\\\\\\"volume\\\\\\\",\\\\\\\"Source\\\\\\\":\\\\\\\"sqlvolume\\\\\\\",\\\\\\\"Target\\\\\\\":\\\\\\\"/var/opt/mssql\\\\\\\"}]},\\\\\\\"User\\\\\\\":\\\\\\\"0:0\\\\\\\",\\\\\\\"Env\\\\\\\":[\\\\\\\"MSSQL_AGENT_ENABLED=TRUE\\\\\\\",\\\\\\\"ClientTransportType=AMQP_TCP_Only\\\\\\\",\\\\\\\"PlanId=asde-developer-on-iot-edge\\\\\\\"]}\\\"},\\\"type\\\":\\\"docker\\\",\\\"version\\\":\\\"1.0\\\",\\\"env\\\":{\\\"ACCEPT_EULA\\\":{\\\"value\\\":\\\"Y\\\"},\\\"SA_PASSWORD\\\":{\\\"value\\\":\\\"<Default_SQL_SA_Password>\\\"},\\\"MSSQL_LCID\\\":{\\\"value\\\":\\\"<SQL_LCID>\\\"},\\\"MSSQL_COLLATION\\\":{\\\"value\\\":\\\"<SQL_Collation>\\\"}<PACKAGE_INFO>},\\\"status\\\":\\\"running\\\",\\\"restartPolicy\\\":\\\"always\\\"}},\\\"runtime\\\":{\\\"settings\\\":{\\\"minDockerVersion\\\":\\\"v1.25\\\"},\\\"type\\\":\\\"docker\\\"},\\\"schemaVersion\\\":\\\"1.0\\\",\\\"systemModules\\\":{\\\"edgeAgent\\\":{\\\"settings\\\":{\\\"image\\\":\\\"mcr.microsoft.com/azureiotedge-agent:1.0\\\",\\\"createOptions\\\":\\\"\\\"},\\\"type\\\":\\\"docker\\\"},\\\"edgeHub\\\":{\\\"settings\\\":{\\\"image\\\":\\\"mcr.microsoft.com/azureiotedge-hub:1.0\\\",\\\"createOptions\\\":\\\"{\\\\\\\"HostConfig\\\\\\\":{\\\\\\\"PortBindings\\\\\\\":{\\\\\\\"443/tcp\\\\\\\":[{\\\\\\\"HostPort\\\\\\\":\\\\\\\"443\\\\\\\"}],\\\\\\\"5671/tcp\\\\\\\":[{\\\\\\\"HostPort\\\\\\\":\\\\\\\"5671\\\\\\\"}],\\\\\\\"8883/tcp\\\\\\\":[{\\\\\\\"HostPort\\\\\\\":\\\\\\\"8883\\\\\\\"}]}}}\\\"},\\\"type\\\":\\\"docker\\\",\\\"status\\\":\\\"running\\\",\\\"restartPolicy\\\":\\\"always\\\"}}}},\\\"$edgeHub\\\":{\\\"properties.desired\\\":{\\\"routes\\\":{},\\\"schemaVersion\\\":\\\"1.0\\\",\\\"storeAndForwardConfiguration\\\":{\\\"timeToLiveSecs\\\":7200}}},\\\"AzureSQLEdge\\\":{\\\"properties.desired\\\":{\\\"ASAJobInfo\\\":\\\"<Optional_ASA_Job_SAS_URL>\\\"}}}}'\n",
|
|
"package_info = '' if blob_sas == ''else ',\\\"MSSQL_PACKAGE\\\":{\\\"value\\\":\\\"'+blob_sas+'\\\"}'\n",
|
|
"manifest = manifest.replace('<PACKAGE_INFO>', package_info).replace('<Default_SQL_SA_Password>',sa_password).replace('<SQL_LCID>',sql_lcid).replace('<SQL_Port>',sql_port).replace('<SQL_Collation>',sql_collation)\n",
|
|
"file_name = f'{uuid.uuid4().hex}.json'\n",
|
|
"manifest_file = open(file_name, 'w')\n",
|
|
"manifest_file.write(manifest)\n",
|
|
"manifest_file.close()\n",
|
|
"run_command(f'az iot edge set-modules --device-id \\\"{iot_device_id}\\\" --hub-name \\\"{iot_hub_name}\\\" --content \\\"{file_name}\\\" --resource-group {azure_resource_group}')\n",
|
|
"os.remove(file_name)"
|
|
],
|
|
"metadata": {
|
|
"azdata_cell_guid": "81a86ff6-5a83-48be-8be7-654d152eea89",
|
|
"tags": [
|
|
"hide_input"
|
|
]
|
|
},
|
|
"outputs": [],
|
|
"execution_count": null
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"source": [
|
|
"### **Connect to Azure SQL Edge instance in Azure Data Studio**\n",
|
|
"Click the link below to connect to the Azure SQL Edge instance, it might take a couple minutes for the service to start."
|
|
],
|
|
"metadata": {
|
|
"azdata_cell_guid": "3bdfa537-a749-45c4-b219-57d296c22739"
|
|
}
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"source": [
|
|
"from IPython.display import *\n",
|
|
"connectionParameter = '{\"serverName\":\"' + f'{ip_address},{sql_port}' + '\",\"providerName\":\"MSSQL\",\"authenticationType\":\"SqlLogin\",\"userName\": \"sa\",\"password\":' + json.dumps(sa_password) + '}'\n",
|
|
"display(HTML('<br/><a href=\"command:azdata.connect?' + html.escape(connectionParameter)+'\"><font size=\"3\">Click here to connect to the Azure SQL Edge instance</font></a><br/>'))\n",
|
|
"display(HTML('<br/><span style=\"color:red\"><font size=\"2\">NOTE: The Azure SQL Edge instance password is included in this link, you may want to clear the results of this code cell before saving the notebook.</font></span>'))"
|
|
],
|
|
"metadata": {
|
|
"azdata_cell_guid": "8bc29cce-96a7-4a78-89af-5c73a6431c24",
|
|
"tags": [
|
|
"hide_input"
|
|
]
|
|
},
|
|
"outputs": [],
|
|
"execution_count": null
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"source": [
|
|
"if storage_account_created:\r\n",
|
|
" delete_storage_account_command = \"run_command(f'az storage account delete -n {azure_storage_account} -g {azure_resource_group} --yes')\"\r\n",
|
|
" display(HTML('<span style=\"color:red\"><font size=\"2\">NOTE: A storage account was created to host the package file, you can delete it after the database is created and populated successfully. To delete the storage account, copy the following code to a new code cell and run the cell.</font></span>'))\r\n",
|
|
" display(HTML('<span><font size=\"2\">'+delete_storage_account_command+'</font></span>'))"
|
|
],
|
|
"metadata": {
|
|
"azdata_cell_guid": "8b74ac43-a871-4d28-832d-e6da586f6d3a",
|
|
"tags": [
|
|
"hide_input"
|
|
]
|
|
},
|
|
"outputs": [],
|
|
"execution_count": null
|
|
}
|
|
]
|
|
} |