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TylerLeonhardt/Azure-PowerShell-Visualization-Demo.ipynb

Created March 18, 2020 20:40
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Azure-PowerShell-Visualization-Demo.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Azure PowerShell Visualization demo <img src=\"https://raw.githubusercontent.com/PowerShell/PowerShell/master/assets/Powershell_black_64.png\" align=\"right\"/>\n",
"> A Notebook mixing Azure PowerShell and Plotly"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Prerequisites\n",
"\n",
"### Install required modules\n",
"\n",
"You'll need to install `Az.Compute`, `Az.Resources` and `Az.Monitor` for this Notebook."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"data": {
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"Install-Module Az.Compute,Az.Resources,Az.Monitor -Force"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Authenticate and set context\n",
"\n",
"First connect to your Azure account."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[93mWARNING: To sign in, use a web browser to open the page https://microsoft.com/devicelogin and enter the code BCGV8EGD2 to authenticate.\u001b[0m\n",
"\n",
"Account SubscriptionName TenantId Environment\n",
"------- ---------------- -------- -----------\n",
"[email protected] Thanks Microsoft 72f988bf-86f1-41af-91ab-2d7cd011db47 AzureCloud\n",
"\n"
]
}
],
"source": [
"Connect-AzAccount"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"**(Optional)** If your account contains more than one active subscription the first one will be selected for further use. To select another subscription, use Set-AzContext."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"Set-AzContext -Subscription \"My Subscription\""
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### (Optional) Populate Azure with test VMs\n",
"\n",
"Here's a script that will create a number of VMs. Feel free to change the value at the top.\n",
"\n",
"> NOTE: This can take a LONG time."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\u001b[95mPowerShell credential request\u001b[0m\n",
"Enter your credentials.\n"
]
},
{
"name": "stdin",
"output_type": "stream",
"text": [
"User: azureuser\n",
"Password for user azureuser: ·····················\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"# IMPORTANT VARIABLES\n",
"$RESOURCE_GROUP_NAME = 'VMVisDemo'\n",
"$LOCATION = 'East US 2'\n",
"$NUM_OF_VMs = 10\n",
"$USER_CREDENTIAL = Get-Credential"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Creting resource group.\n",
"Creting VMs.\n",
"Done!\n"
]
}
],
"source": [
"Write-Host \"Creting resource group.\"\n",
"New-AzResourceGroup -Name $RESOURCE_GROUP_NAME -Location $LOCATION | Out-Null\n",
"\n",
"Write-Host \"Creting VMs.\"\n",
"$jobs = 1..$NUM_OF_VMs | ForEach-Object {\n",
" $splat = @{\n",
" Image = \"UbuntuLTS\"\n",
" Location = $LOCATION\n",
" Name = \"MyVM-$_\"\n",
" ResourceGroupName = $RESOURCE_GROUP_NAME\n",
" Credential = $USER_CREDENTIAL\n",
" AsJob = $true\n",
" }\n",
" New-AzVM @splat\n",
"}\n",
"\n",
"# Wait for them to all be created\n",
"Wait-Job $jobs | Out-Null\n",
"\"Done!\""
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Now we need to randomly stop a number of them so that the graph below has some variance."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Randomly stoping 4 VMs.\n",
"Done!\n"
]
}
],
"source": [
"$numOfVMsToStop = Get-Random -Minimum 2 -Maximum $NUM_OF_VMs\n",
"Write-Host \"Randomly stoping $numOfVMsToStop VMs.\"\n",
"\n",
"$vms = Get-AzVM -ResourceGroupName $RESOURCE_GROUP_NAME\n",
"$jobs = for ($i = 0; $i -lt $numOfVMsToStop; $i++) {\n",
" $vms | Get-Random | Stop-AzVM -Force -AsJob\n",
"}\n",
"\n",
"Wait-Job $jobs | Out-Null\n",
"\n",
"Write-Host \"Done!\""
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"**Cleanup** - If you wanna clean up these test VMs. Run this:\n",
"\n",
"> NOTE: This can take a LONG time."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [],
"source": [
"Write-Host \"Deleting VMs.\"\n",
"$jobs = Get-AzVM -ResourceGroupName $RESOURCE_GROUP_NAME | Remove-AzVM -AsJob -Force\n",
"Wait-Job $jobs | Out-Null\n",
"\n",
"Write-Host \"Deleting resource group.\"\n",
"Remove-AzResourceGroup -ResourceGroupName $RESOURCE_GROUP_NAME -Force | Out-Null\n",
"\n",
"Write-Host \"Done!\""
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Demo 1 - Pie Chart of VM PowerState\n",
"\n",
"We'll be fetching the \"PowerState\" of each of our VMs in Azure and plotting it on a pie chart.\n",
"\n",
"First, let's get the data:"
]
},
{
"cell_type": "code",
"execution_count": 65,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Count Name Group\n",
"----- ---- -----\n",
" 4 VM deallocated {VM deallocated, VM deallocated, VM deallocated, VM deallocated}\n",
" 4 VM running {VM running, VM running, VM running, VM running}\n",
"\n"
]
}
],
"source": [
"$vms = Get-AzVM -Status\n",
"$data = $vms.PowerState\n",
"\n",
"$groupedData = $data | Group-Object\n",
"$groupedData"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"Now we can render that data into a Pie graph and plot it in a chart:"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div id=\"5e9f0d2a-0608-455a-b0a7-dc694f4d0858\" style=\"width: 900px; height: 500px;\"></div>\n",
"<script type=\"text/javascript\">\n",
"\n",
"var renderPlotly = function() {\n",
" var xplotRequire = requirejs.config({context:'xplot-3.0.1',paths:{plotly:'https://cdn.plot.ly/plotly-1.49.2.min'}});\n",
" xplotRequire(['plotly'], function(Plotly) {\n",
"\n",
" var data = [{\"type\":\"pie\",\"labels\":[\"VM deallocated\",\"VM running\"],\"values\":[4,4],\"name\":\"VM PowerState\"}];\n",
" var layout = {\"title\":\"VM Status\"};\n",
" Plotly.newPlot('5e9f0d2a-0608-455a-b0a7-dc694f4d0858', data, layout);\n",
" \n",
"});\n",
"};\n",
"if ((typeof(requirejs) !== typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) { \n",
" var script = document.createElement(\"script\"); \n",
" script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\"); \n",
" script.onload = function(){\n",
" renderPlotly();\n",
" };\n",
" document.getElementsByTagName(\"head\")[0].appendChild(script); \n",
"}\n",
"else {\n",
" renderPlotly();\n",
"}\n",
"</script>\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$trace = [Graph.Pie]@{\n",
" name = \"VM PowerState\"\n",
" labels = $groupedData.Name\n",
" values = [int[]]($groupedData | % Count)\n",
"}\n",
"\n",
"New-PlotlyChart -Title \"VM Status\" -Trace $trace | Out-Display"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Demo 2 - Plotting Azure Monitor logs\n",
"\n",
"We'll be fetching the Azure Monitor logs and plotting.\n",
"\n",
"First, let's get the data:"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\u001b[93mWARNING: 1:17:52 PM - *** The namespace for all the model classes will change from Microsoft.Azure.Management.Monitor.Management.Models to Microsoft.Azure.Management.Monitor.Models in future releases.\u001b[0m\n",
"\u001b[93mWARNING: 1:17:52 PM - *** The namespace for output classes will be uniform for all classes in future releases to make it independent of modifications in the model classes.\u001b[0m\n",
"WARNING: [Get-AzLog] Parameter deprecation: The DetailedOutput parameter will be deprecated in a future breaking change release.\n"
]
}
],
"source": [
"$logs = Get-AzLog -MaxRecord 1000"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"### Plot events per resource group\n",
"\n",
"Now let's plot the data:"
]
},
{
"cell_type": "code",
"execution_count": 59,
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div id=\"44a4a94f-132d-4523-83e4-e43be84c542a\" style=\"width: 900px; height: 500px;\"></div>\n",
"<script type=\"text/javascript\">\n",
"\n",
"var renderPlotly = function() {\n",
" var xplotRequire = requirejs.config({context:'xplot-3.0.1',paths:{plotly:'https://cdn.plot.ly/plotly-1.49.2.min'}});\n",
" xplotRequire(['plotly'], function(Plotly) {\n",
"\n",
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" var layout = {\"title\":\"Events per ResourceGroup\"};\n",
" Plotly.newPlot('44a4a94f-132d-4523-83e4-e43be84c542a', data, layout);\n",
" \n",
"});\n",
"};\n",
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],
"source": [
"$entryByRGN = [Graph.Histogram]@{\n",
" name = \"ResourceGroup\"\n",
" x = $logs.ResourceGroupName\n",
"}\n",
"\n",
"$entryByRGN | New-PlotlyChart -Title \"Events per ResourceGroup\" | Out-Display"
]
},
{
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"metadata": {
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}
},
"source": [
"### Plot events over time\n",
"\n",
"We can continue to reuse the `$logs` variable and plot something else:"
]
},
{
"cell_type": "code",
"execution_count": 64,
"metadata": {
"slideshow": {
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}
},
"outputs": [
{
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" var layout = {\"title\":\"Events over time\"};\n",
" Plotly.newPlot('2fac9791-7b41-4af6-9903-28582d8f57a6', data, layout);\n",
" \n",
"});\n",
"};\n",
"if ((typeof(requirejs) !== typeof(Function)) || (typeof(requirejs.config) !== typeof(Function))) { \n",
" var script = document.createElement(\"script\"); \n",
" script.setAttribute(\"src\", \"https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js\"); \n",
" script.onload = function(){\n",
" renderPlotly();\n",
" };\n",
" document.getElementsByTagName(\"head\")[0].appendChild(script); \n",
"}\n",
"else {\n",
" renderPlotly();\n",
"}\n",
"</script>\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"$eventsOverTime = [Graph.Histogram]@{\n",
" name = \"Events\"\n",
" x = $logs.EventTimestamp\n",
" marker = [Graph.Marker]@{\n",
" color = \"coral\"\n",
" }\n",
"}\n",
"\n",
"$eventsOverTime | New-PlotlyChart -Title \"Events over time\" | Out-Display"
]
}
],
"metadata": {
"celltoolbar": "Slideshow",
"kernelspec": {
"display_name": ".NET (PowerShell)",
"language": "PowerShell",
"name": ".net-powershell"
},
"language_info": {
"file_extension": ".ps1",
"mimetype": "text/x-powershell",
"name": "PowerShell",
"pygments_lexer": "powershell",
"version": "7.0"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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