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fix: Deployment Failure in pipeline for Bicep issue#618

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Ashwal-Microsoft wants to merge 14 commits into
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Ash-Bicep_check
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fix: Deployment Failure in pipeline for Bicep issue#618
Ashwal-Microsoft wants to merge 14 commits into
devfrom
Ash-Bicep_check

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@Ashwal-Microsoft

@Ashwal-Microsoft Ashwal-Microsoft commented Jun 15, 2026

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This pull request improves the Azure deployment workflow by ensuring that the GPT model capacity used for deployments accurately reflects the available quota in the selected region, rather than using a fixed default. It also tightens region validation for AI Services deployments, updates default capacity values, and ensures proper dependency ordering in infrastructure provisioning.

Deployment workflow improvements:

  • The actual available GPT model capacity (as determined by checkquota.sh) is now passed through all deployment jobs and set as an environment variable (AZURE_ENV_GPT_MODEL_CAPACITY), ensuring Bicep deployments only request what is available. Fallback to a default of 100 is used if not set. [1] [2] [3] [4] [5] [6] [7] [8] [9] [10]

  • The region selection logic in checkquota.sh now only considers regions explicitly allowed for GPT-5.1 GlobalStandard, and filters the requested regions accordingly, improving reliability and preventing invalid region selection.

Infrastructure configuration updates:

  • The default GPT deployment capacity in infra/main.bicep is reduced from 300 to 100, and the usage name metadata is updated to match. [1] [2]

  • swedencentral is added as a valid region for AI Services deployments in Bicep.

Infrastructure provisioning reliability:

  • Adds explicit dependsOn to the cognitiveServicePrivateEndpoint module in Bicep to ensure resources are provisioned in the correct order.

Quota checking enhancements:

  • checkquota.sh now outputs both the selected region and its available capacity, and exports both as environment variables for downstream workflow steps. [1] [2]## Purpose
  • ...

Does this introduce a breaking change?

  • Yes
  • No

Golden Path Validation

  • I have tested the primary workflows (the "golden path") to ensure they function correctly without errors.

Deployment Validation

  • I have validated the deployment process successfully and all services are running as expected with this change.

What to Check

Verify that the following are valid

  • ...

Other Information

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Pull request overview

This PR updates the deployment workflows and infrastructure templates to use the actual available GPT model quota capacity from checkquota.sh (instead of a fixed value), while tightening allowed region selection and improving provisioning order for AI Services private endpoints.

Changes:

  • Enhanced checkquota.sh to filter regions to an allowed list and export both VALID_REGION and AVAILABLE_CAPACITY for downstream workflow steps.
  • Propagated AZURE_ENV_GPT_MODEL_CAPACITY through the main deploy job and into the Linux/Windows reusable workflows, with a default/fallback of 100.
  • Updated Bicep defaults and configuration: added swedencentral to allowed AI Services regions, reduced default GPT capacity to 100, and introduced an explicit dependsOn for the AI Services private endpoint module.

Reviewed changes

Copilot reviewed 5 out of 5 changed files in this pull request and generated 2 comments.

Show a summary per file
File Description
infra/scripts/checkquota.sh Filters candidate regions to an allowed set and exports selected region + available capacity for workflows.
infra/main.bicep Updates allowed AI Services region list, lowers default GPT capacity, and adjusts module dependency ordering for private endpoints.
.github/workflows/job-deploy.yml Passes discovered capacity through job outputs/env to downstream reusable workflows.
.github/workflows/job-deploy-windows.yml Accepts/persists capacity into azd environment for Windows deployments with fallback.
.github/workflows/job-deploy-linux.yml Accepts/persists capacity into azd environment for Linux deployments with fallback.

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Comment thread infra/main.bicep
Comment thread infra/main.bicep

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Pull request overview

Copilot reviewed 6 out of 6 changed files in this pull request and generated 4 comments.

Comment thread infra/main.bicep
Comment thread .github/workflows/job-deploy-linux.yml Outdated
Comment thread .github/workflows/job-deploy-windows.yml Outdated
Comment thread .github/workflows/job-deploy.yml
Copilot AI review requested due to automatic review settings June 15, 2026 06:32

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Pull request overview

Copilot reviewed 7 out of 7 changed files in this pull request and generated 7 comments.

Comment thread infra/scripts/checkquota.sh
Comment thread infra/scripts/checkquota.sh Outdated
Comment thread .github/workflows/job-deploy.yml
Comment thread .github/workflows/deploy.yml Outdated
Comment thread .github/workflows/job-deploy-linux.yml Outdated
Comment thread .github/workflows/job-deploy-windows.yml Outdated
Comment thread infra/main.json
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github-actions Bot commented Jun 15, 2026

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Coverage

Coverage Report •
FileStmtsMissCoverMissing
libs/utils
   azure_credential_utils.py970100% 
TOTAL121716186% 

Tests Skipped Failures Errors Time
244 0 💤 0 ❌ 0 🔥 3.901s ⏱️

Copilot AI review requested due to automatic review settings June 15, 2026 06:44

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Pull request overview

Copilot reviewed 10 out of 10 changed files in this pull request and generated 2 comments.

Comment thread infra/scripts/checkquota.sh
Comment thread src/ContentProcessorWorkflow/src/utils/credential_util.py Outdated
Copilot AI review requested due to automatic review settings June 15, 2026 18:24

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Pull request overview

Copilot reviewed 8 out of 8 changed files in this pull request and generated 4 comments.

Comment thread infra/scripts/post_deployment.sh Outdated
echo " Checking account: $CU_ACCOUNT_NAME in resource group: $RESOURCE_GROUP"

# Check if the resource group exists first
if ! az group exists -n "$RESOURCE_GROUP" --output none 2>/dev/null; then
Comment thread .github/workflows/job-deploy-linux.yml Outdated
Comment on lines +255 to +256
# Use available quota capacity discovered by checkquota.sh; fall back to 100 if not set
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="${AZURE_ENV_GPT_MODEL_CAPACITY:-100}"
Comment on lines +252 to +254
# Use available quota capacity discovered by checkquota.sh; fall back to 100 if not set
$gptCapacity = if ($env:AZURE_ENV_GPT_MODEL_CAPACITY) { $env:AZURE_ENV_GPT_MODEL_CAPACITY } else { "100" }
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="$gptCapacity"
Comment thread infra/main.bicep
Comment on lines 44 to 46
'southeastasia'
'swedencentral'
'uksouth'
Copilot AI review requested due to automatic review settings June 15, 2026 18:30

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Pull request overview

Copilot reviewed 8 out of 8 changed files in this pull request and generated 10 comments.

Comment thread infra/scripts/post_deployment.sh Outdated
Comment on lines +255 to +256
# Check if the resource group exists first
if ! az group exists -n "$RESOURCE_GROUP" --output none 2>/dev/null; then
Comment on lines 364 to +368
echo "AZURE_ENV_OPENAI_LOCATION=$VALID_REGION" >> $GITHUB_ENV
echo "AZURE_ENV_OPENAI_LOCATION=$VALID_REGION" >> $GITHUB_OUTPUT
# Pass the actual available capacity so Bicep deploys only what is free
echo "AZURE_ENV_GPT_MODEL_CAPACITY=$AVAILABLE_CAPACITY" >> $GITHUB_ENV
echo "AZURE_ENV_GPT_MODEL_CAPACITY=$AVAILABLE_CAPACITY" >> $GITHUB_OUTPUT
env:
AZURE_SUBSCRIPTION_ID: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
GPT_MIN_CAPACITY: "100"
GPT_MIN_CAPACITY: "300"
Comment thread infra/main.bicep
Comment on lines 42 to 47
'japaneast'
'northeurope'
'southeastasia'
'swedencentral'
'uksouth'
])
Comment on lines +37 to +40
AZURE_ENV_GPT_MODEL_CAPACITY:
required: false
type: string
default: "300"
environment: production
env:
AZURE_DEV_COLLECT_TELEMETRY: ${{ vars.AZURE_DEV_COLLECT_TELEMETRY }}
AZURE_ENV_GPT_MODEL_CAPACITY: ${{ inputs.AZURE_ENV_GPT_MODEL_CAPACITY || '300' }}
Comment on lines +255 to +256
# Use available quota capacity discovered by checkquota.sh; fall back to 300 if not set
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="${AZURE_ENV_GPT_MODEL_CAPACITY:-300}"
Comment on lines +37 to +40
AZURE_ENV_GPT_MODEL_CAPACITY:
required: false
type: string
default: "300"
environment: production
env:
AZURE_DEV_COLLECT_TELEMETRY: ${{ vars.AZURE_DEV_COLLECT_TELEMETRY }}
AZURE_ENV_GPT_MODEL_CAPACITY: ${{ inputs.AZURE_ENV_GPT_MODEL_CAPACITY || '300' }}
Comment on lines +252 to +254
# Use available quota capacity discovered by checkquota.sh; fall back to 300 if not set
$gptCapacity = if ($env:AZURE_ENV_GPT_MODEL_CAPACITY) { $env:AZURE_ENV_GPT_MODEL_CAPACITY } else { "300" }
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="$gptCapacity"

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Pull request overview

Copilot reviewed 9 out of 9 changed files in this pull request and generated 9 comments.

Comment on lines 111 to 115
if [ -z "$VALID_REGION" ]; then
echo "❌ No region with sufficient quota found. Blocking deployment."
echo "QUOTA_FAILED=true" >> "$GITHUB_ENV"
exit 0
exit 1
else
Comment on lines 47 to 50
env:
AZURE_SUBSCRIPTION_ID: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
GPT_MIN_CAPACITY: "100"
GPT_MIN_CAPACITY: "300"
AZURE_REGIONS: ${{ vars.AZURE_REGIONS }}
Comment on lines 362 to +368
echo "Selected Region from Quota Check: $VALID_REGION"
echo "Available Capacity in $VALID_REGION: $AVAILABLE_CAPACITY"
echo "AZURE_ENV_OPENAI_LOCATION=$VALID_REGION" >> $GITHUB_ENV
echo "AZURE_ENV_OPENAI_LOCATION=$VALID_REGION" >> $GITHUB_OUTPUT
# Pass the actual available capacity so Bicep deploys only what is free
echo "AZURE_ENV_GPT_MODEL_CAPACITY=$AVAILABLE_CAPACITY" >> $GITHUB_ENV
echo "AZURE_ENV_GPT_MODEL_CAPACITY=$AVAILABLE_CAPACITY" >> $GITHUB_OUTPUT
Comment on lines +255 to +256
# Use available quota capacity discovered by checkquota.sh; fall back to 300 if not set
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="${AZURE_ENV_GPT_MODEL_CAPACITY:-300}"
Comment on lines +252 to +254
# Use available quota capacity discovered by checkquota.sh; fall back to 300 if not set
$gptCapacity = if ($env:AZURE_ENV_GPT_MODEL_CAPACITY) { $env:AZURE_ENV_GPT_MODEL_CAPACITY } else { "300" }
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="$gptCapacity"
Comment on lines +175 to +195
UPLOAD_FILE="$SCHEMA_FILE"
UPLOAD_FILENAME="$FILE_NAME"
UPLOAD_CONTENT_TYPE="application/json"
IS_GENERATED_JSON=false

if [[ "${SCHEMA_FILE,,}" == *.py ]]; then
if [ -z "$PYTHON_BIN" ]; then
echo " Error: Python is required to convert '$FILE_NAME' to JSON schema. Skipping..."
continue
fi

GENERATED_JSON_FILE="$DATA_SCRIPT_PATH/${CLASS_NAME}.json"
if generate_json_schema_from_python "$SCHEMA_FILE" "$CLASS_NAME" "$GENERATED_JSON_FILE"; then
UPLOAD_FILE="$GENERATED_JSON_FILE"
UPLOAD_FILENAME="${FILE_NAME%.py}.json"
IS_GENERATED_JSON=true
else
echo " Error: Failed to generate JSON schema from '$FILE_NAME'. Skipping..."
continue
fi
fi
Comment on lines +169 to +190
$UploadFile = $SchemaFile
$UploadFileName = [System.IO.Path]::GetFileName($SchemaFile)
$UploadContentType = "application/json"
$IsGeneratedJson = $false

if ([System.IO.Path]::GetExtension($SchemaFile).ToLowerInvariant() -eq ".py") {
if (-not $PythonBin) {
Write-Host " Error: Python is required to convert '$UploadFileName' to JSON schema. Skipping..."
continue
}

$GeneratedJsonPath = Join-Path $FullPath ("{0}.json" -f $ClassName)
try {
Convert-PythonSchemaToJson -PythonFile $SchemaFile -ClassName $ClassName -OutputFile $GeneratedJsonPath -PythonCmd $PythonBin
$UploadFile = $GeneratedJsonPath
$UploadFileName = [System.IO.Path]::GetFileNameWithoutExtension($SchemaFile) + ".json"
$IsGeneratedJson = $true
} catch {
Write-Host " Error: $_"
continue
}
}
Comment thread infra/main.bicep
Comment on lines +831 to +835
dependsOn: [
avmAiServices
virtualNetwork
avmPrivateDnsZones
]
Comment thread infra/main.bicep
Comment on lines +45 to 47
'swedencentral'
'uksouth'
])

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Pull request overview

Copilot reviewed 10 out of 10 changed files in this pull request and generated 12 comments.

Comment on lines +149 to 153
if [ "$SCHEMA_COUNT" -eq 0 ]; then
echo "No schemas found in manifest. Skipping schema registration."
fi

for idx in $(seq 0 $((SCHEMA_COUNT - 1))); do
Comment on lines +191 to +206
if [[ "${SCHEMA_FILE,,}" == *.py ]]; then
if [ -z "$PYTHON_BIN" ]; then
echo " Error: Python is required to convert '$FILE_NAME' to JSON schema. Skipping..."
continue
fi

GENERATED_JSON_FILE="$DATA_SCRIPT_PATH/${CLASS_NAME}.json"
if generate_json_schema_from_python "$SCHEMA_FILE" "$CLASS_NAME" "$GENERATED_JSON_FILE"; then
UPLOAD_FILE="$GENERATED_JSON_FILE"
UPLOAD_FILENAME="${FILE_NAME%.py}.json"
IS_GENERATED_JSON=true
else
echo " Error: Failed to generate JSON schema from '$FILE_NAME'. Skipping..."
continue
fi
fi
Comment on lines +185 to +201
if ([System.IO.Path]::GetExtension($SchemaFile).ToLowerInvariant() -eq ".py") {
if (-not $PythonBin) {
Write-Host " Error: Python is required to convert '$UploadFileName' to JSON schema. Skipping..."
continue
}

$GeneratedJsonPath = Join-Path $FullPath ("{0}.json" -f $ClassName)
try {
Convert-PythonSchemaToJson -PythonFile $SchemaFile -ClassName $ClassName -OutputFile $GeneratedJsonPath -PythonCmd $PythonBin
$UploadFile = $GeneratedJsonPath
$UploadFileName = [System.IO.Path]::GetFileNameWithoutExtension($SchemaFile) + ".json"
$IsGeneratedJson = $true
} catch {
Write-Host " Error: $_"
continue
}
}
echo "❌ No region with sufficient quota found. Blocking deployment."
echo "QUOTA_FAILED=true" >> "$GITHUB_ENV"
exit 0
exit 1
Comment thread infra/main.bicep
Comment on lines 42 to 46
'japaneast'
'northeurope'
'southeastasia'
'swedencentral'
'uksouth'
environment: production
env:
AZURE_DEV_COLLECT_TELEMETRY: ${{ vars.AZURE_DEV_COLLECT_TELEMETRY }}
AZURE_ENV_GPT_MODEL_CAPACITY: ${{ inputs.AZURE_ENV_GPT_MODEL_CAPACITY || '300' }}
Comment on lines +255 to +256
# Use available quota capacity discovered by checkquota.sh; fall back to 300 if not set
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="${AZURE_ENV_GPT_MODEL_CAPACITY:-300}"
Comment on lines +37 to +40
AZURE_ENV_GPT_MODEL_CAPACITY:
required: false
type: string
default: "300"
environment: production
env:
AZURE_DEV_COLLECT_TELEMETRY: ${{ vars.AZURE_DEV_COLLECT_TELEMETRY }}
AZURE_ENV_GPT_MODEL_CAPACITY: ${{ inputs.AZURE_ENV_GPT_MODEL_CAPACITY || '300' }}
Comment on lines +252 to +254
# Use available quota capacity discovered by checkquota.sh; fall back to 300 if not set
$gptCapacity = if ($env:AZURE_ENV_GPT_MODEL_CAPACITY) { $env:AZURE_ENV_GPT_MODEL_CAPACITY } else { "300" }
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="$gptCapacity"

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Pull request overview

Copilot reviewed 10 out of 10 changed files in this pull request and generated 5 comments.

echo "❌ No region with sufficient quota found. Blocking deployment."
echo "QUOTA_FAILED=true" >> "$GITHUB_ENV"
exit 0
exit 1
Comment thread infra/scripts/post_deployment.sh Outdated
Comment on lines +97 to +103
# Install pydantic before using it
if [ ${#PYTHON_CMD[@]} -gt 0 ]; then
echo " ⏳ Installing pydantic..."
"${PYTHON_CMD[@]}" -m pip install pydantic --quiet 2>/dev/null
else
echo " ⚠️ No usable Python runtime found. Skipping .py schema conversion."
fi
Comment thread infra/scripts/post_deployment.ps1 Outdated
Comment on lines +119 to +125
# Install pydantic before using it
if ($PythonBin) {
Write-Host " [Info] Installing pydantic..."
& $PythonBin @PythonArgs -m pip install pydantic --quiet 2>$null
} else {
Write-Host " [Warning] No usable Python runtime found. Skipping .py schema conversion."
}
Comment on lines +255 to +256
# Use available quota capacity discovered by checkquota.sh; fall back to 300 if not set
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="${AZURE_ENV_GPT_MODEL_CAPACITY:-300}"
Comment on lines +252 to +254
# Use available quota capacity discovered by checkquota.sh; fall back to 300 if not set
$gptCapacity = if ($env:AZURE_ENV_GPT_MODEL_CAPACITY) { $env:AZURE_ENV_GPT_MODEL_CAPACITY } else { "300" }
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="$gptCapacity"

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Pull request overview

Copilot reviewed 15 out of 15 changed files in this pull request and generated 2 comments.

Comments suppressed due to low confidence (1)

infra/scripts/post_deployment.sh:258

  • az group exists returns a boolean string ("true"/"false") and typically exits with status 0 even when the resource group does not exist. Using it in if ! az group exists ...; then will not reliably detect a missing resource group, so the script may attempt account operations against a non-existent RG on fresh deployments.
  echo "Step 2: Create schema set"
  echo "============================================================"

  # Parse schemaset config from manifest

Comment on lines +255 to +256
# Use available quota capacity discovered by checkquota.sh; fall back to 300 if not set
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="${AZURE_ENV_GPT_MODEL_CAPACITY:-300}"
Comment on lines +252 to +254
# Use available quota capacity discovered by checkquota.sh; fall back to 300 if not set
$gptCapacity = if ($env:AZURE_ENV_GPT_MODEL_CAPACITY) { $env:AZURE_ENV_GPT_MODEL_CAPACITY } else { "300" }
azd env set AZURE_ENV_GPT_MODEL_CAPACITY="$gptCapacity"

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Pull request overview

Copilot reviewed 10 out of 10 changed files in this pull request and generated 9 comments.

Comment on lines 111 to +114
if [ -z "$VALID_REGION" ]; then
echo "❌ No region with sufficient quota found. Blocking deployment."
echo "QUOTA_FAILED=true" >> "$GITHUB_ENV"
exit 0
exit 1
Comment on lines +3 to +5
# List of valid Azure regions for AI Services (must match Bicep @allowed values)
# These are the only regions where GPT-5.1 GlobalStandard is available
ALLOWED_REGIONS=("australiaeast" "centralus" "eastasia" "eastus2" "japaneast" "northeurope" "southeastasia" "swedencentral" "uksouth")
Comment on lines 364 to +368
echo "AZURE_ENV_OPENAI_LOCATION=$VALID_REGION" >> $GITHUB_ENV
echo "AZURE_ENV_OPENAI_LOCATION=$VALID_REGION" >> $GITHUB_OUTPUT
# Pass the actual available capacity so Bicep deploys only what is free
echo "AZURE_ENV_GPT_MODEL_CAPACITY=$AVAILABLE_CAPACITY" >> $GITHUB_ENV
echo "AZURE_ENV_GPT_MODEL_CAPACITY=$AVAILABLE_CAPACITY" >> $GITHUB_OUTPUT
Comment on lines 45 to +49
- name: Run Quota Check
id: quota-check
env:
AZURE_SUBSCRIPTION_ID: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
GPT_MIN_CAPACITY: "100"
GPT_MIN_CAPACITY: "300"
Comment on lines 50 to +52
env:
AZURE_DEV_COLLECT_TELEMETRY: ${{ vars.AZURE_DEV_COLLECT_TELEMETRY }}
AZURE_ENV_GPT_MODEL_CAPACITY: ${{ inputs.AZURE_ENV_GPT_MODEL_CAPACITY || '300' }}
Comment on lines 50 to +52
env:
AZURE_DEV_COLLECT_TELEMETRY: ${{ vars.AZURE_DEV_COLLECT_TELEMETRY }}
AZURE_ENV_GPT_MODEL_CAPACITY: ${{ inputs.AZURE_ENV_GPT_MODEL_CAPACITY || '300' }}
Comment thread infra/scripts/post_deployment.sh Outdated
Comment on lines +95 to +99
# Install pydantic before using it
if [ -n "$PYTHON_BIN" ]; then
echo " ⏳ Installing pydantic..."
$PYTHON_BIN -m pip install pydantic --quiet 2>/dev/null
fi
Comment thread infra/scripts/post_deployment.ps1 Outdated
Comment on lines +94 to +98
# Install pydantic before using it
if ($PythonBin) {
Write-Host " [Info] Installing pydantic..."
& $PythonBin -m pip install pydantic --quiet 2>$null
}
Comment thread infra/main_custom.bicep
Comment on lines +833 to +837
dependsOn: [
avmAiServices
virtualNetwork
avmPrivateDnsZones
]
@Ashwal-Microsoft

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Worked on changes with Ash17-Bicep17-check17

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