ci: implement quota check in CI Pipeline to ensure resource availability in supported region

[Priyanka-Microsoft]

Purpose

• ...
  This pull request introduces a quota check mechanism to the CI pipeline and updates the related scripts and workflow files. The most important changes include adding a script to check Azure quotas, modifying the CI workflow to run this script, and handling quota check failures.

Quota check implementation:

• .github/workflows/ci.yml: Added steps to run the quota check script, send notifications on quota failure, and fail the pipeline if the quota check fails.
• scripts/checkquota.sh: Added a new script to check Azure quotas for specific regions and models, ensuring that the required capacities are available before proceeding with the deployment.

Workflow environment variable update:

• .github/workflows/ci.yml: Updated the AZURE_LOCATION environment variable to use the value set by the quota check script.

Does this introduce a breaking change?

No

How to Test

• Get the code

git clone [repo-address]
cd [repo-name]
git checkout [branch-name]
npm install

• Test the code

What to Check

Verify that the following are valid

• ...

Other Information