azure-emulators-2025（Azure emulators 2025 部署）

Azure Service Emulators for Local Development (2025)

Overview

This skill provides comprehensive knowledge of Azure service emulators available as Docker containers for local development in 2025.

Available Azure Emulators

1. Azurite (Azure Storage Emulator)

Official replacement for Azure Storage Emulator (deprecated)

Image: mcr.microsoft.com/azure-storage/azurite:latest

Supported Services:

• Blob Storage
• Queue Storage
• Table Storage

Configuration:

services:
  azurite:
    image: mcr.microsoft.com/azure-storage/azurite:latest
    container_name: azurite
    command: azurite --blobHost 0.0.0.0 --queueHost 0.0.0.0 --tableHost 0.0.0.0 --loose
    ports:
      - "10000:10000"  # Blob service
      - "10001:10001"  # Queue service
      - "10002:10002"  # Table service
    volumes:
      - azurite-data:/data
    restart: unless-stopped

Standard Development Connection String:

DefaultEndpointsProtocol=http;AccountName=devstoreaccount1;AccountKey=Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==;BlobEndpoint=http://azurite:10000/devstoreaccount1;QueueEndpoint=http://azurite:10001/devstoreaccount1;TableEndpoint=http://azurite:10002/devstoreaccount1;

Features:

• Cross-platform (Windows, Linux, macOS)
• Written in Node.js/JavaScript
• Supports latest Azure Storage APIs
• Persistence to disk
• Compatible with Azure Storage Explorer
• --loose flag for relaxed validation (useful for local development)

2025 API Version Support:

• Latest release (v3.35.0) targets 2025-11-05 API version
• Blob service: 2025-11-05
• Queue service: 2025-11-05
• Table service: 2025-11-05 (preview)
• RA-GRS support for geo-redundant replication testing

CLI Usage:

# Install via npm (alternative to Docker)
npm install -g azurite

# Run with custom location
azurite --location /path/to/data --debug /path/to/debug.log

Application Integration:

// Node.js with @azure/storage-blob
const { BlobServiceClient } = require('@azure/storage-blob');

const connectionString = process.env.AZURITE_CONNECTION_STRING;
const blobServiceClient = BlobServiceClient.fromConnectionString(connectionString);

// .NET with Azure.Storage.Blobs
using Azure.Storage.Blobs;

var connectionString = Environment.GetEnvironmentVariable("AZURITE_CONNECTION_STRING");
var blobServiceClient = new BlobServiceClient(connectionString);

2. Azure SQL Server 2025

Latest SQL Server with AI features

Image: mcr.microsoft.com/mssql/server:2025-latest

2025 Features:

• Built-in Vector Search for AI similarity queries
• Semantic Queries alongside traditional full-text search
• Optimized Locking (TID Locking, LAQ)
• Native JSON and RegEx support
• Fabric Mirroring integration
• REST API support

Configuration:

services:
  sqlserver:
    image: mcr.microsoft.com/mssql/server:2025-latest
    container_name: sqlserver
    environment:
      - ACCEPT_EULA=Y
      - MSSQL_PID=Developer
      - MSSQL_SA_PASSWORD_FILE=/run/secrets/sa_password
    secrets:
      - sa_password
    ports:
      - "1433:1433"
    volumes:
      - sqlserver-data:/var/opt/mssql
      - ./init:/docker-entrypoint-initdb.d
    healthcheck:
      test: ["CMD-SHELL", "/opt/mssql-tools18/bin/sqlcmd -S localhost -U sa -P $$MSSQL_SA_PASSWORD -Q 'SELECT 1' -C || exit 1"]
      interval: 10s
      timeout: 3s
      retries: 3
      start_period: 10s
    deploy:
      resources:
        limits:
          cpus: '2'
          memory: 4G
        reservations:
          cpus: '1'
          memory: 2G
    networks:
      - backend
    security_opt:
      - no-new-privileges:true
    restart: unless-stopped

secrets:
  sa_password:
    file: ./secrets/sa_password.txt

volumes:
  sqlserver-data:
    driver: local

Connection String:

Server=sqlserver;Database=MyApp;User Id=sa;Password=YourStrong!Passw0rd;TrustServerCertificate=True;

Important Notes:

• Azure SQL Edge retired September 30, 2025 - Use SQL Server 2025 instead
• Use mssql-tools18 for TLS 1.3 support (-C flag trusts certificate)
• Developer edition is free for non-production use
• Supports arm64 via Rosetta 2 on macOS

Vector Search Example (2025 Feature):

-- Create vector index for AI similarity search
CREATE TABLE Documents (
    Id INT PRIMARY KEY,
    Content NVARCHAR(MAX),
    ContentVector VECTOR(1536)
);

-- Perform similarity search
SELECT TOP 10 Id, Content
FROM Documents
ORDER BY VECTOR_DISTANCE(ContentVector, @queryVector);

2025 vnext-preview Features:

• Entirely Linux-based emulator (cross-platform: x64, ARM64, Apple Silicon)
• No virtual machines required on Apple Silicon or Microsoft ARM
• Changefeed support (April 2025+)
• Document TTL (Time-to-Live) support
• OpenTelemetry V2 support
• API for NoSQL in gateway mode
• Currently in preview (active development)

Image: mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:vnext-preview

3. Cosmos DB Emulator

NoSQL database emulator

Image: mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:vnext-preview

Configuration:

services:
  cosmosdb:
    image: mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:vnext-preview
    container_name: cosmosdb
    environment:
      - AZURE_COSMOS_EMULATOR_PARTITION_COUNT=10
      - AZURE_COSMOS_EMULATOR_ENABLE_DATA_PERSISTENCE=true
      - AZURE_COSMOS_EMULATOR_IP_ADDRESS_OVERRIDE=127.0.0.1
    ports:
      - "8081:8081"       # Data Explorer
      - "10251:10251"
      - "10252:10252"
      - "10253:10253"
      - "10254:10254"
    volumes:
      - cosmos-data:/data/db
    deploy:
      resources:
        limits:
          cpus: '2'
          memory: 4G
    networks:
      - backend
    restart: unless-stopped

Emulator Endpoint:

https://localhost:8081

Emulator Key (Standard):

C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw==

Data Explorer: Access at https://localhost:8081/_explorer/index.html

Application Integration:

// Node.js with @azure/cosmos
const { CosmosClient } = require('@azure/cosmos');

const endpoint = 'https://localhost:8081';
const key = process.env.COSMOS_EMULATOR_KEY;
const client = new CosmosClient({ endpoint, key });

// .NET with Microsoft.Azure.Cosmos
using Microsoft.Azure.Cosmos;

var endpoint = "https://localhost:8081";
var key = Environment.GetEnvironmentVariable("COSMOS_EMULATOR_KEY");
var client = new CosmosClient(endpoint, key);

Limitations:

• Performance not representative of production
• Limited to single partition for local development
• Certificate trust required (self-signed)

2025 Official Azure Service Bus Emulator:

• Released as official Docker container
• Linux-based emulator with cross-platform support
• Requires SQL Server Linux as dependency
• Supports AMQP protocol (port 5672)
• Connection string format with UseDevelopmentEmulator=true
• Current limitations: No JMS protocol, no partitioned entities, no AMQP Web Sockets

Official Emulator Image: mcr.microsoft.com/azure-messaging/servicebus-emulator:latest

Connection String:

Endpoint=sb://host.docker.internal;SharedAccessKeyName=RootManageSharedAccessKey;SharedAccessKey=SAS_KEY_VALUE;UseDevelopmentEmulator=true;

4. Azure Service Bus Emulator

Message queue emulator

Note: Official emulator has limited Docker support. Use RabbitMQ as alternative.

Official Emulator (Preview):

services:
  servicebus-sql:
    image: mcr.microsoft.com/mssql/server:2025-latest
    environment:
      - ACCEPT_EULA=Y
      - MSSQL_SA_PASSWORD=ServiceBus123!
    volumes:
      - servicebus-sql-data:/var/opt/mssql

  servicebus:
    image: mcr.microsoft.com/azure-messaging/servicebus-emulator:latest
    depends_on:
      - servicebus-sql
    environment:
      - ACCEPT_EULA=Y
      - SQL_SERVER=servicebus-sql
      - SQL_SA_PASSWORD=ServiceBus123!
    ports:
      - "5672:5672"  # AMQP
    networks:
      - backend

RabbitMQ Alternative (Recommended):

services:
  rabbitmq:
    image: rabbitmq:3.14-alpine
    container_name: rabbitmq
    ports:
      - "5672:5672"   # AMQP
      - "15672:15672" # Management UI
    environment:
      - RABBITMQ_DEFAULT_USER=admin
      - RABBITMQ_DEFAULT_PASS=admin123
    volumes:
      - rabbitmq-data:/var/lib/rabbitmq
    healthcheck:
      test: ["CMD", "rabbitmq-diagnostics", "ping"]
      interval: 30s
      timeout: 10s
      retries: 3
    networks:
      - backend
    restart: unless-stopped

5. PostgreSQL (Azure Database for PostgreSQL)

Image: postgres:16.6-alpine

Configuration:

services:
  postgres:
    image: postgres:16.6-alpine
    container_name: postgres
    environment:
      - POSTGRES_USER=postgres
      - POSTGRES_PASSWORD_FILE=/run/secrets/postgres_password
      - POSTGRES_DB=myapp
    secrets:
      - postgres_password
    ports:
      - "5432:5432"
    volumes:
      - postgres-data:/var/lib/postgresql/data
      - ./init:/docker-entrypoint-initdb.d
    healthcheck:
      test: ["CMD-SHELL", "pg_isready -U postgres"]
      interval: 10s
      timeout: 3s
      retries: 3
    deploy:
      resources:
        limits:
          cpus: '1'
          memory: 2G
    networks:
      - backend
    security_opt:
      - no-new-privileges:true
    restart: unless-stopped

Extensions: Match Azure PostgreSQL Flexible Server extensions:

CREATE EXTENSION IF NOT EXISTS "uuid-ossp";
CREATE EXTENSION IF NOT EXISTS "pg_trgm";
CREATE EXTENSION IF NOT EXISTS "pgcrypto";

6. MySQL (Azure Database for MySQL)

Image: mysql:9.2

Configuration:

services:
  mysql:
    image: mysql:9.2
    container_name: mysql
    environment:
      - MYSQL_ROOT_PASSWORD_FILE=/run/secrets/mysql_root_password
      - MYSQL_DATABASE=myapp
      - MYSQL_USER=appuser
      - MYSQL_PASSWORD_FILE=/run/secrets/mysql_password
    secrets:
      - mysql_root_password
      - mysql_password
    ports:
      - "3306:3306"
    volumes:
      - mysql-data:/var/lib/mysql
      - ./init:/docker-entrypoint-initdb.d
    healthcheck:
      test: ["CMD", "mysqladmin", "ping", "-h", "localhost", "-u", "root", "-p$$MYSQL_ROOT_PASSWORD"]
      interval: 10s
      timeout: 3s
      retries: 3
    deploy:
      resources:
        limits:
          cpus: '1'
          memory: 2G
    networks:
      - backend
    security_opt:
      - no-new-privileges:true
    restart: unless-stopped

7. Redis (Azure Cache for Redis)

Image: redis:7.4-alpine

Configuration:

services:
  redis:
    image: redis:7.4-alpine
    container_name: redis
    command: >
      redis-server
      --appendonly yes
      --requirepass ${REDIS_PASSWORD}
      --maxmemory 512mb
      --maxmemory-policy allkeys-lru
    ports:
      - "6379:6379"
    volumes:
      - redis-data:/data
    healthcheck:
      test: ["CMD", "redis-cli", "--raw", "incr", "ping"]
      interval: 10s
      timeout: 3s
      retries: 3
    deploy:
      resources:
        limits:
          cpus: '0.5'
          memory: 512M
    networks:
      - backend
    security_opt:
      - no-new-privileges:true
    restart: unless-stopped

8. Application Insights Alternative (Jaeger + Grafana)

OpenTelemetry-compatible observability stack

services:
  jaeger:
    image: jaegertracing/all-in-one:latest
    container_name: jaeger
    ports:
      - "16686:16686"  # UI
      - "14268:14268"  # HTTP collector
      - "4317:4317"    # OTLP gRPC
      - "4318:4318"    # OTLP HTTP
    environment:
      - COLLECTOR_OTLP_ENABLED=true
    networks:
      - monitoring
    restart: unless-stopped

  grafana:
    image: grafana/grafana:latest
    container_name: grafana
    ports:
      - "3001:3000"
    environment:
      - GF_SECURITY_ADMIN_PASSWORD=admin
    volumes:
      - grafana-data:/var/lib/grafana
    networks:
      - monitoring
    restart: unless-stopped

Complete Azure Stack Example

services:
  # Application Services
  frontend:
    build: ./frontend
    ports: ["3000:3000"]
    networks: [frontend]
    depends_on:
      backend:
        condition: service_healthy

  backend:
    build: ./backend
    ports: ["8080:8080"]
    networks: [frontend, backend]
    depends_on:
      sqlserver:
        condition: service_healthy
      redis:
        condition: service_started
      azurite:
        condition: service_started

  # Databases
  sqlserver:
    image: mcr.microsoft.com/mssql/server:2025-latest
    environment:
      - ACCEPT_EULA=Y
      - MSSQL_PID=Developer
      - MSSQL_SA_PASSWORD=${MSSQL_SA_PASSWORD}
    ports: ["1433:1433"]
    volumes: [sqlserver-data:/var/opt/mssql]
    networks: [backend]
    healthcheck:
      test: ["CMD-SHELL", "/opt/mssql-tools18/bin/sqlcmd -S localhost -U sa -P $$MSSQL_SA_PASSWORD -Q 'SELECT 1' -C"]
      interval: 10s

  postgres:
    image: postgres:16.6-alpine
    environment:
      - POSTGRES_PASSWORD=${POSTGRES_PASSWORD}
    ports: ["5432:5432"]
    volumes: [postgres-data:/var/lib/postgresql/data]
    networks: [backend]
    healthcheck:
      test: ["CMD-SHELL", "pg_isready"]
      interval: 10s

  # Cache
  redis:
    image: redis:7.4-alpine
    command: redis-server --requirepass ${REDIS_PASSWORD}
    ports: ["6379:6379"]
    volumes: [redis-data:/data]
    networks: [backend]

  # Storage
  azurite:
    image: mcr.microsoft.com/azure-storage/azurite:latest
    command: azurite --blobHost 0.0.0.0 --queueHost 0.0.0.0 --tableHost 0.0.0.0 --loose
    ports: ["10000:10000", "10001:10001", "10002:10002"]
    volumes: [azurite-data:/data]
    networks: [backend]

  # NoSQL
  cosmosdb:
    image: mcr.microsoft.com/cosmosdb/linux/azure-cosmos-emulator:vnext-preview
    ports: ["8081:8081"]
    volumes: [cosmos-data:/data/db]
    networks: [backend]

  # Monitoring
  jaeger:
    image: jaegertracing/all-in-one:latest
    ports: ["16686:16686", "4317:4317"]
    networks: [monitoring]

networks:
  frontend:
    driver: bridge
  backend:
    driver: bridge
    internal: true
  monitoring:
    driver: bridge

volumes:
  sqlserver-data:
  postgres-data:
  redis-data:
  azurite-data:
  cosmos-data:

Best Practices

1. Use health checks - Ensure dependencies are ready before app starts
2. Network isolation - Keep databases on internal backend network
3. Resource limits - Prevent emulators from consuming all system resources
4. Persistence - Use named volumes for data that should survive restarts
5. Secrets management - Use Docker secrets or environment files
6. Version pinning - Use specific tags, not latest
7. Security hardening - Drop capabilities, run as non-root where possible
8. Documentation - Document differences between emulators and Azure services

Known Limitations

• Performance: Emulators are slower than Azure services
• Scale: Single-instance only, no clustering
• Features: Some Azure-specific features unavailable locally
• SSL/TLS: Self-signed certificates require trust configuration
• Azure AD: Authentication not replicated locally
• Networking: VNets, Private Endpoints not available

Migration Checklist

When moving from Azure to Docker emulators:

• Replace Azure Storage connection strings with Azurite
• Update SQL Server connection strings (remove Azure-specific options)
• Configure Cosmos DB with emulator endpoint and key
• Replace Service Bus with RabbitMQ or emulator
• Set up alternative for Application Insights
• Update authentication (remove Azure AD dependencies)
• Configure network isolation
• Test all integrations
• Document feature parity gaps
• Create init scripts for sample data

References

• Azurite Documentation
• SQL Server 2025 in Docker
• Cosmos DB Emulator
• Service Bus Emulator