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Check Quota Availability Before Deployment

Before deploying the accelerator, ensure sufficient quota availability for the required AI models and Fabric capacity.

The default capacities match the deployment parameters in infra/main.bicepparam.

Login if you have not done so already

az login

📌 Default Models & Capacities:

These match the modelDeploymentList in the Bicep parameters:

gpt-4.1-mini:40:GlobalStandard, text-embedding-3-large:40:Standard

📌 Default Regions:

eastus, eastus2, swedencentral, uksouth, westus, westus2, southcentralus, canadacentral, australiaeast, japaneast, norwayeast

📌 Optional: Fabric Capacity Check

The accelerator also deploys a Microsoft Fabric F8 capacity. Pass --check-fabric (bash) or -CheckFabric (PowerShell) to verify Fabric SKU availability.

Usage Scenarios:

  • No parameters passed → Default models and capacities will be checked in default regions.
  • Only model(s) provided → The script will check for those models in the default regions.
  • Only region(s) provided → The script will check default models in the specified regions.
  • Both models and regions provided → The script will check those models in the specified regions.
  • --verbose passed → Enables detailed logging output for debugging and traceability.
  • --check-fabric passed → Also checks Microsoft Fabric capacity availability.

Input Formats — Bash

Use the --models, --regions, --verbose, and --check-fabric options for parameter handling:

✔️ Run without parameters to check default models & regions:

./quota_check.sh

✔️ Enable verbose logging:

./quota_check.sh --verbose

✔️ Check specific model(s) in default regions:

./quota_check.sh --models gpt-4.1-mini:40:GlobalStandard,text-embedding-3-large:40:Standard

✔️ Check default models in specific region(s):

./quota_check.sh --regions eastus,westus

✔️ All parameters combined:

./quota_check.sh --models gpt-4.1-mini:40 --regions eastus,westus --verbose

✔️ Also check Fabric capacity availability:

./quota_check.sh --check-fabric --verbose

Input Formats — PowerShell

Use the -Models, -Regions, -Verbose, and -CheckFabric parameters:

✔️ Run without parameters:

.\quota_check.ps1

✔️ Check specific model(s):

.\quota_check.ps1 -Models "gpt-4.1-mini:40:GlobalStandard,text-embedding-3-large:40:Standard"

✔️ Check specific region(s):

.\quota_check.ps1 -Regions "eastus,westus2"

✔️ All parameters combined:

.\quota_check.ps1 -Models "gpt-4.1-mini:40" -Regions "eastus,westus" -CheckFabric -Verbose

Sample Output

The final table lists regions with available quota. You can select any of these regions for deployment.

╔══════════════════════════════════════════════════════════════╗
║                     QUOTA CHECK SUMMARY                    ║
╚══════════════════════════════════════════════════════════════╝

Region                gpt-4.1-mini                  text-embedding-3-large        Status
──────────────────────────────────────────────────────────────────────────────────────────
eastus                ✅ 200/240 (need 40)           ✅ 120/200 (need 40)           ✅ PASS
eastus2               ❌ 10/240 (need 40)            ✅ 50/200 (need 40)            ❌ FAIL
swedencentral         ✅ 100/240 (need 40)           ✅ 80/200 (need 40)            ✅ PASS

If using Azure Portal and Cloud Shell

  1. Navigate to the Azure Portal.

  2. Click on Azure Cloud Shell in the top right navigation menu.

  3. Run the appropriate command based on your requirement:

    To check quota for the deployment

    curl -L -o quota_check.sh "https://raw.githubusercontent.com/microsoft/Deploy-Your-AI-Application-In-Production/main/scripts/quota_check.sh"
chmod +x quota_check.sh
./quota_check.sh

If using VS Code or Codespaces

Option 1: Bash (Linux, macOS, Git Bash, WSL, Cloud Shell)

  1. Open the terminal in VS Code or Codespaces.
  2. Use a terminal that can run bash. git_bash
  3. Navigate to the scripts folder and make the script executable: 
     cd scripts
 chmod +x quota_check.sh
  4. Run the script: 
    ./quota_check.sh

Option 2: PowerShell (Windows, Linux, macOS)

  1. Open a PowerShell terminal in VS Code.
  2. Navigate to the scripts folder: 
    cd scripts
  3. Run the script: 
    .\quota_check.ps1