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From f2c6ce363eaa7230a5f362d8311c3cdcec0d2135 Mon Sep 17 00:00:00 2001 From: Timna Brown <24630902+brown9804@users.noreply.github.com> Date: Mon, 12 May 2025 15:03:51 -0600 Subject: [PATCH 3/8] in progress ' need to be cleaned --- .../AutoscaleMultiple-IOPS.md | 103 ++++++++++++++++++ 1 file changed, 103 insertions(+) create mode 100644 0_Azure/1_AzureData/1_Databases/demos/11_enablingAutoscaleIOPSmySQL/AutoscaleMultiple-IOPS.md diff --git a/0_Azure/1_AzureData/1_Databases/demos/11_enablingAutoscaleIOPSmySQL/AutoscaleMultiple-IOPS.md b/0_Azure/1_AzureData/1_Databases/demos/11_enablingAutoscaleIOPSmySQL/AutoscaleMultiple-IOPS.md new file mode 100644 index 000000000..e5039c1ff --- /dev/null +++ b/0_Azure/1_AzureData/1_Databases/demos/11_enablingAutoscaleIOPSmySQL/AutoscaleMultiple-IOPS.md @@ -0,0 +1,103 @@ +# Autoscale IOPS for multiple Azure MySQL Flexible Server + +Costa Rica + +[](https://github.com/) +[brown9804](https://github.com/brown9804) + +Last updated: 2025-05-09 + +---------- + +> Using [Python 3.7+](https://www.python.org/downloads/source/) + +> [!NOTE] +> Enable Autoscale IOPS via REST API, as now this is the only way to automate enabling Autoscale IOPS since, Azure CLI and PowerShell do not support this setting yet. + +> [!IMPORTANT] +> Autoscale IOPS is `only available` for the `General Purpose` and `Business Critical tiers`. `Burstable tier` (B-series) servers (e.g., B1ms) `do not support autoscale IOPS`. + +## Pre-requisites + +- Install azure-identity with: `py -m pip install azure-identity requests` + ++> - Prompts you only for the **resource group name**.
+> - Lists all MySQL Flexible Servers in that resource group.
+> - Sends a `PATCH request`` to enable `autoIoScaling` for each server using the `Azure REST API` + +1. Make sure you're logged in: `az login` + + +## Across a Subscription + +> You can also enable autoscale IOPS across an entire subscription, it requires:
+> - Listing all MySQL Flexible Servers in the subscription.
+> - For each server, retrieving its resource group.
+> - Applying the update if the server is in a supported tier (General Purpose or Business Critical).
+ +## Azure CLI Script to Enable Autoscale IOPS + +> [!NOTE] +> The script below will execute:
+> - Using Python 3.13.3
+> - Checks if Azure CLI is available at the specified path.
+> - Lists all MySQL Flexible Servers.
+> - Tries to get each server’s resource group.
+> - If the resource group is missing, it prompts you to enter it.
+> - Asks for confirmation before enabling autoscale IOPS.
+ +```python +import subprocess +import json + +# Step 1: Get list of MySQL Flexible Servers +servers_output = subprocess.check_output( + ["az", "mysql", "flexible-server", "list", "--query", "[].name", "-o", "tsv"], + text=True +) +servers = servers_output.strip().splitlines() + +# Step 2: Loop through each server and enable autoscale IOPS +for server in servers: + # Get the resource group for the server + rg_output = subprocess.check_output( + ["az", "mysql", "flexible-server", "show", "--name", server, "--query", "resourceGroup", "-o", "tsv"], + text=True + ) + resource_group = rg_output.strip() + + print(f"Enabling autoscale IOPS for {server} in {resource_group}...") + + # Update the server to enable autoscale IOPS + subprocess.run([ + "az", "mysql", "flexible-server", "update", + "--name", server, + "--resource-group", resource_group, + "--iops", "Auto" + ]) +``` + +## How to execute it Azure CLI Script to Enable Autoscale IOPS + +1. Download [the script](./enable_autoscale_iops.py) to your local machine or a cloud shell environment. +2. Make sure you're logged in: `az login` +4. Run the script: `py enable_autoscale_iops.py` + +> Example: enabling Autoscale IOPS on three different servers, each hosted in a separate resource group but under the same subscription. + +
+ 
+
From 5e6e9582664dcc3a9ba55f489070b3fa8aec4295 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" Total Visitors
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+Table of Contents (Click to expand)
From c0e3c862592854ea3b824d18bc44e2240c7b19f4 Mon Sep 17 00:00:00 2001 From: Timna Brown <24630902+brown9804@users.noreply.github.com> Date: Mon, 12 May 2025 15:44:13 -0600 Subject: [PATCH 6/8] deployment models format --- .../demos/2_ModelsDeploymentOverview.md | 18 +++++++++++++++++- 1 file changed, 17 insertions(+), 1 deletion(-) diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md index ffcb204db..5ec7d359c 100644 --- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md +++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md @@ -9,6 +9,22 @@ Last updated: 2024-11-19 ---------- +
+
+
+List of References (Click to expand)
+ +- [Overview: Deploy AI models in Azure AI Foundry portal](https://learn.microsoft.com/en-us/azure/ai-foundry/concepts/deployments-overview) + +
+
+
## Overview
> `Deployments` in Azure OpenAI Studio involve making AI models, workflows, and applications available for use in production environments. This includes hosting models on servers or in the cloud and creating APIs or other interfaces for users to interact with the models.
@@ -90,4 +106,4 @@ print(response.choices[0].text)
Table of Contents (Click to expand)
+ +- [Overview](#overview) +- [How to](#how-to) +- [Example API Call](#example-api-call) + +Total Visitors
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