Data API Builder — Azure Deployment

This skill covers deploying Data API Builder (DAB) to Azure Container Apps with Azure SQL, using Azure Developer CLI (azd) for orchestration.

For local development, see the

aspire-data-api-builder

docker-data-api-builder

Core Mental Model

• Always build a custom Docker image with

  dab-config.json

  baked in — never use volume mounts in Azure.
• azd orchestrates the full deployment: Bicep provisions resources, a post-provision hook deploys content.
• ACR hosts all custom images (DAB, web, Inspector).
• Connection strings use secrets — never plain-text env vars for credentials.

• TrustServerCertificate=true

  is required in all Azure SQL connection strings.

Anti-Patterns (NEVER DO)

• ❌ Azure Files share mount for

  dab-config.json

• ❌ Azure Storage Account for config files
• ❌ Volume mounts in Azure Container Apps for DAB config
• ❌ Any external file storage for DAB config in cloud
• ✅ Custom Docker image with config embedded via

  COPY

Why custom image? Config is versioned with the image — immutable, reproducible, no extra infrastructure, faster startup, fewer failure modes.

Architecture

azd up
  ├── Bicep provisions:
  │     Azure SQL Server + Database
  │     Azure Container Registry (ACR)
  │     Container Apps Environment
  │     DAB Container App (port 5000)
  │     SQL Commander Container App (port 8080)
  │     Web Container App (port 80)
  │     MCP Inspector Container App (port 80)
  │
  └── post-provision.ps1:
        1. Add client IP to SQL firewall
        2. Build + deploy dacpac schema
        3. Build custom DAB image (with CORS) → push to ACR
        4. Update DAB container app
        5. Build web image → push to ACR
        6. Update web container app
        7. Build Inspector image → push to ACR
        8. Update Inspector container app

File Structure

project/
  ├── azure.yaml              # azd entry point
  ├── azure/
  │   ├── main.bicep           # Subscription-scoped entry
  │   ├── resources.bicep      # All Azure resources
  │   └── post-provision.ps1   # Content deployment hook
  ├── api/
  │   ├── dab-config.json      # DAB configuration
  │   └── Dockerfile           # Custom DAB image
  └── database/
      ├── database.sqlproj
      ├── Tables/*.sql
      └── Scripts/PostDeployment.sql

Templates

Dockerfile (DAB Custom Image)

FROM mcr.microsoft.com/azure-databases/data-api-builder:1.7.83-rc
COPY dab-config.json /App/dab-config.json

Two lines. Config baked in. No volume mounts.

azure.yaml

name: my-project
metadata:
  template: my-project

infra:
  provider: bicep
  path: azure
  module: main

hooks:
  postprovision:
    shell: pwsh
    continueOnError: false
    interactive: true
    run: ./azure/post-provision.ps1

main.bicep (Subscription Scope)

targetScope = 'subscription'

@minLength(1)
@maxLength(64)
param environmentName string

param location string

@secure()
param sqlAdminPassword string
param sqlAdminUser string = 'sqladmin'

var tags = { 'azd-env-name': environmentName }
param resourceToken string = ''
var effectiveToken = empty(resourceToken)
  ? uniqueString(subscription().id, environmentName, location)
  : resourceToken

resource rg 'Microsoft.Resources/resourceGroups@2024-03-01' = {
  name: 'rg-${environmentName}-${effectiveToken}'
  location: location
  tags: tags
}

module resources 'resources.bicep' = {
  scope: rg
  name: 'resources'
  params: {
    location: location
    tags: tags
    resourceToken: effectiveToken
    sqlAdminUser: sqlAdminUser
    sqlAdminPassword: sqlAdminPassword
  }
}

// Outputs become env vars for post-provision hook
output AZURE_RESOURCE_GROUP string = rg.name
output AZURE_SQL_SERVER_NAME string = resources.outputs.sqlServerName
output AZURE_SQL_SERVER_FQDN string = resources.outputs.sqlServerFqdn
output AZURE_SQL_DATABASE string = 'sql-db'
output AZURE_SQL_ADMIN_USER string = sqlAdminUser
output AZURE_ACR_NAME string = resources.outputs.acrName
output AZURE_CONTAINER_APP_API_NAME string = resources.outputs.dabAppName
output AZURE_CONTAINER_APP_API_FQDN string = resources.outputs.dabFqdn

resources.bicep — DAB Container App

The DAB container app definition within

resources.bicep

param location string
param tags object
param resourceToken string
param sqlAdminUser string
@secure()
param sqlAdminPassword string

// ── SQL Server + Database ──

resource sqlServer 'Microsoft.Sql/servers@2023-08-01-preview' = {
  name: 'sql-server-${resourceToken}'
  location: location
  tags: tags
  properties: {
    administratorLogin: sqlAdminUser
    administratorLoginPassword: sqlAdminPassword
  }
}

resource sqlFirewallAzure 'Microsoft.Sql/servers/firewallRules@2023-08-01-preview' = {
  parent: sqlServer
  name: 'AllowAzureServices'
  properties: {
    startIpAddress: '0.0.0.0'
    endIpAddress: '0.0.0.0'
  }
}

resource sqlDb 'Microsoft.Sql/servers/databases@2023-08-01-preview' = {
  parent: sqlServer
  name: 'sql-db'
  location: location
  tags: tags
  sku: { name: 'Basic', tier: 'Basic' }
}

// ── Container Registry ──

resource acr 'Microsoft.ContainerRegistry/registries@2023-11-01-preview' = {
  name: 'acr${resourceToken}'
  location: location
  tags: tags
  sku: { name: 'Basic' }
  properties: { adminUserEnabled: true }
}

// ── Container Apps Environment ──

resource cae 'Microsoft.App/managedEnvironments@2024-03-01' = {
  name: 'environment-${resourceToken}'
  location: location
  tags: tags
  properties: {}
}

// ── DAB Container App ──

var sqlConnString = 'Server=tcp:${sqlServer.properties.fullyQualifiedDomainName},1433;Database=sql-db;User Id=${sqlAdminUser};Password=${sqlAdminPassword};Encrypt=true;TrustServerCertificate=true'

resource dabApp 'Microsoft.App/containerApps@2024-03-01' = {
  name: 'data-api-${resourceToken}'
  location: location
  tags: tags
  properties: {
    managedEnvironmentId: cae.id
    configuration: {
      ingress: {
        external: true
        targetPort: 5000
      }
      registries: [
        {
          server: acr.properties.loginServer
          username: acr.listCredentials().username
          passwordSecretRef: 'acr-password'
        }
      ]
      secrets: [
        { name: 'db-conn', value: sqlConnString }
        { name: 'acr-password', value: acr.listCredentials().passwords[0].value }
      ]
    }
    template: {
      containers: [
        {
          name: 'dab-api'
          image: 'mcr.microsoft.com/azure-databases/data-api-builder:1.7.83-rc'
          resources: { cpu: json('0.5'), memory: '1Gi' }
          env: [
            { name: 'MSSQL_CONNECTION_STRING', secretRef: 'db-conn' }
          ]
        }
      ]
      scale: { minReplicas: 1, maxReplicas: 1 }
    }
  }
}

// ── Outputs ──

output sqlServerName string = sqlServer.name
output sqlServerFqdn string = sqlServer.properties.fullyQualifiedDomainName
output acrName string = acr.name
output dabAppName string = dabApp.name
output dabFqdn string = dabApp.properties.configuration.ingress.fqdn

Note: Bicep provisions with a placeholder image. The post-provision hook replaces it with the custom ACR image.

Connection Strings

Azure SQL (SQL Auth)

Server=tcp:<server>.database.windows.net,1433;Database=sql-db;User Id=sqladmin;Password=<password>;Encrypt=true;TrustServerCertificate=true

Azure SQL (Managed Identity)

Server=tcp:<server>.database.windows.net,1433;Database=sql-db;Authentication=Active Directory Default;Encrypt=true;TrustServerCertificate=true

CRITICAL:

TrustServerCertificate=true

is required — DAB and SQL Commander will not connect without it.

CORS Configuration

DAB's

dab-config.json

dab-config.json (with placeholder)

"cors": {
  "origins": ["http://localhost:5173", "__WEB_URL_AZURE__"],
  "allow-credentials": false
}

Replacement in post-provision.ps1

$webOrigin = "https://$webFqdn"
$dabConfig = Get-Content -Path "api/dab-config.json" -Raw
$dabConfig = $dabConfig.Replace("__WEB_URL_AZURE__", $webOrigin)
$dabConfig | Out-File -FilePath "api/dab-config.json" -Encoding utf8 -Force

This replacement happens before

az acr build

, so the correct origin is baked into the image.

Post-Provision Hook Pattern

The

post-provision.ps1

$ErrorActionPreference = "Stop"

# Variables from Bicep outputs (set by azd as env vars)
$resourceGroup    = $env:AZURE_RESOURCE_GROUP
$sqlServerName    = $env:AZURE_SQL_SERVER_NAME
$sqlServerFqdn    = $env:AZURE_SQL_SERVER_FQDN
$sqlDb            = $env:AZURE_SQL_DATABASE
$sqlAdminUser     = $env:AZURE_SQL_ADMIN_USER
$sqlAdminPassword = $env:AZURE_SQL_ADMIN_PASSWORD
$acrName          = $env:AZURE_ACR_NAME
$dabAppName       = $env:AZURE_CONTAINER_APP_API_NAME
$dabFqdn          = $env:AZURE_CONTAINER_APP_API_FQDN

$sqlConn = "Server=tcp:$sqlServerFqdn,1433;Database=$sqlDb;User Id=$sqlAdminUser;Password=$sqlAdminPassword;Encrypt=true;TrustServerCertificate=true"

# ── 1. Open SQL firewall for local machine ──
$myIp = (Invoke-WebRequest -Uri "https://api.ipify.org" -UseBasicParsing).Content
az sql server firewall-rule create `
    --resource-group $resourceGroup `
    --server $sqlServerName `
    --name "azd-deploy-client" `
    --start-ip-address $myIp `
    --end-ip-address $myIp 2>$null | Out-Null

# ── 2. Deploy database schema (dacpac) ──
dotnet build database/database.sqlproj -c Release
sqlpackage /Action:Publish `
    /SourceFile:database/bin/Release/database.dacpac `
    /TargetConnectionString:"$sqlConn" `
    /p:BlockOnPossibleDataLoss=false

# ── 3. Build custom DAB image with CORS → push to ACR ──
$apiDeployDir = "api-deploy-temp"
Copy-Item -Path "api" -Destination $apiDeployDir -Recurse -Force
$webOrigin = "https://$env:AZURE_WEB_APP_FQDN"
$dabConfig = Get-Content -Path "$apiDeployDir/dab-config.json" -Raw
$dabConfig = $dabConfig.Replace("__WEB_URL_AZURE__", $webOrigin)
$dabConfig | Out-File -FilePath "$apiDeployDir/dab-config.json" -Encoding utf8 -Force
az acr build --registry $acrName --image dab-api:latest --file "$apiDeployDir/Dockerfile" $apiDeployDir/
Remove-Item $apiDeployDir -Recurse -Force

# ── 4. Update DAB container app with custom image ──
az containerapp update `
    --name $dabAppName `
    --resource-group $resourceGroup `
    --image "$acrName.azurecr.io/dab-api:latest"

Steps 5-8 handle web app, Inspector — see

azure-mcp-inspector

and

azure-sql-commander

skills.

Deployment Commands

Full deployment (recommended)

azd up

This runs Bicep provisioning + post-provision hook in one command.

Re-deploy DAB only (after config change)

# Replace CORS placeholder
$dabConfig = Get-Content -Path "api/dab-config.json" -Raw
$dabConfig = $dabConfig.Replace("__WEB_URL_AZURE__", $webOrigin)
$dabConfig | Out-File -FilePath "api-deploy-temp/dab-config.json" -Encoding utf8

# Build and push
az acr build --registry <acr-name> --image dab-api:latest --file api/Dockerfile api/

# Update container
az containerapp update --name <app-name> --resource-group <rg> --image <acr>.azurecr.io/dab-api:latest

Re-deploy schema only

dotnet build database/database.sqlproj -c Release
sqlpackage /Action:Publish `
    /SourceFile:database/bin/Release/database.dacpac `
    /TargetConnectionString:"Server=tcp:<fqdn>,1433;Database=sql-db;User Id=sqladmin;Password=<pw>;Encrypt=true;TrustServerCertificate=true" `
    /p:BlockOnPossibleDataLoss=false

Verification

After deployment, verify DAB is healthy:

$r = Invoke-WebRequest -Uri "https://<dab-fqdn>/health" -UseBasicParsing
$r.StatusCode  # Should be 200

Also check:

• REST:

  https://<dab-fqdn>/api/<entity>

• GraphQL:

  https://<dab-fqdn>/graphql

• MCP:

  https://<dab-fqdn>/mcp

• Swagger:

  https://<dab-fqdn>/swagger

Common Issues

DAB container fails to start

• Check connection string secret is correct in Container Apps
• Verify Azure SQL firewall allows Azure services (

  0.0.0.0

  rule)
• Check

  TrustServerCertificate=true

  is in the connection string

Schema not found (404 on entities)

• Database schema must be deployed before the DAB image is built
• Post-provision runs dacpac first, then builds the DAB image — this order matters

CORS errors from web app

• The

  __WEB_URL_AZURE__

  placeholder must be replaced before

  az acr build

• Verify the replacement happened: check post-provision output for "CORS origin set to..."
• After adding a new web origin, rebuild and push the DAB image

ACR build fails

• Verify ACR admin is enabled:

  az acr show --name <acr> --query adminUserEnabled

• Check Dockerfile path is correct relative to build context

Container app shows old image

• Azure caches images. After pushing, update the container:

  az containerapp update --name <app> --resource-group <rg> --image <acr>.azurecr.io/dab-api:latest
  

Key Differences: Local vs Azure

:ro

Server=sql-2025

Server=tcp:<fqdn>,1433

*

localhost

https://

.env

sqlpackage

localhost

sqlpackage

Related Skills

• aspire-data-api-builder

  — Local dev with .NET Aspire

• docker-data-api-builder

  — Local dev with Docker Compose

• data-api-builder-config

  — DAB config file reference

• data-api-builder-cli

  — DAB CLI commands

• azure-sql-commander

  — Deploy SQL Commander to Azure

• azure-mcp-inspector

  — Deploy MCP Inspector to Azure