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azure-storage-queue-py

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更新于 10-16 02:41

技能介绍

用途

Azure Queue Storage Python SDK 提供简单、低成本的消息队列能力,用于异步通信、可靠的消息排队与任务分发。该技能面向需要在 Python 应用中接入 Azure 队列存储的场景。

安装与环境变量

安装命令:

pip install azure-storage-queue azure-identity

环境变量示例:

AZURE_STORAGE_ACCOUNT_URL=https://<account>.queue.core.windows.net

身份验证

使用 DefaultAzureCredential 进行身份验证,并创建服务客户端与队列客户端:

from azure.identity import DefaultAzureCredential
from azure.storage.queue import QueueServiceClient, QueueClient

credential = DefaultAzureCredential()
account_url = "https://<account>.queue.core.windows.net"

# Service client
service_client = QueueServiceClient(account_url=account_url, credential=credential)

# Queue client
queue_client = QueueClient(account_url=account_url, queue_name="myqueue", credential=credential)

主要能力

队列操作

# Create queue
service_client.create_queue("myqueue")

# Get queue client
queue_client = service_client.get_queue_client("myqueue")

# Delete queue
service_client.delete_queue("myqueue")

# List queues
for queue in service_client.list_queues():
    print(queue.name)

发送消息

# Send message (string)
queue_client.send_message("Hello, Queue!")

# Send with options
queue_client.send_message(
    content="Delayed message",
    visibility_timeout=60,  # Hidden for 60 seconds
    time_to_live=3600       # Expires in 1 hour
)

# Send JSON
import json
data = {"task": "process", "id": 123}
queue_client.send_message(json.dumps(data))

接收消息

# Receive messages (makes them invisible temporarily)
messages = queue_client.receive_messages(
    messages_per_page=10,
    visibility_timeout=30  # 30 seconds to process
)

for message in messages:
    print(f"ID: {message.id}")
    print(f"Content: {message.content}")
    print(f"Dequeue count: {message.dequeue_count}")
    
    # Process message...
    
    # Delete after processing
    queue_client.delete_message(message)

查看消息(Peek)

# Peek without hiding (doesn't affect visibility)
messages = queue_client.peek_messages(max_messages=5)

for message in messages:
    print(message.content)

更新消息

# Extend visibility or update content
messages = queue_client.receive_messages()
for message in messages:
    # Extend timeout (need more time)
    queue_client.update_message(
        message,
        visibility_timeout=60
    )
    
    # Update content and timeout
    queue_client.update_message(
        message,
        content="Updated content",
        visibility_timeout=60
    )

删除消息

# Delete after successful processing
messages = queue_client.receive_messages()
for message in messages:
    try:
        # Process...
        queue_client.delete_message(message)
    except Exception:
        # Message becomes visible again after timeout
        pass

清空队列

# Delete all messages
queue_client.clear_messages()

队列属性与元数据

# Get queue properties
properties = queue_client.get_queue_properties()
print(f"Approximate message count: {properties.approximate_message_count}")

# Set/get metadata
queue_client.set_queue_metadata(metadata={"environment": "production"})
properties = queue_client.get_queue_properties()
print(properties.metadata)

异步客户端

from azure.storage.queue.aio import QueueServiceClient, QueueClient
from azure.identity.aio import DefaultAzureCredential

async def queue_operations():
    credential = DefaultAzureCredential()
    
    async with QueueClient(
        account_url="https://<account>.queue.core.windows.net",
        queue_name="myqueue",
        credential=credential
    ) as client:
        # Send
        await client.send_message("Async message")
        
        # Receive
        async for message in client.receive_messages():
            print(message.content)
            await client.delete_message(message)

import asyncio
asyncio.run(queue_operations())

Base64 编码

from azure.storage.queue import QueueClient, BinaryBase64EncodePolicy, BinaryBase64DecodePolicy

# For binary data
queue_client = QueueClient(
    account_url=account_url,
    queue_name="myqueue",
    credential=credential,
    message_encode_policy=BinaryBase64EncodePolicy(),
    message_decode_policy=BinaryBase64DecodePolicy()
)

# Send bytes
queue_client.send_message(b"Binary content")

使用方式

通过 pip 安装 SDK 与 azure-identity,配置 AZURE_STORAGE_ACCOUNT_URL 环境变量,使用 DefaultAzureCredential 创建 QueueServiceClient 或 QueueClient,然后调用上述方法完成队列的创建、消息的发送/接收/查看/更新/删除、队列清空以及属性与元数据管理。高吞吐场景可使用异步客户端。

适用场景

适用于需要可靠消息排队、任务分发与异步处理的 Python 应用。

最佳实践

  • 处理完成后删除消息,防止重复处理
  • 根据处理时间设置合适的可见性超时
  • 利用 dequeue_count 检测毒消息
  • 高吞吐场景使用异步客户端
  • 使用 peek_messages 进行监控而不影响队列
  • 设置 time_to_live 防止消息过期残留
  • 需要高级功能(会话、主题)时考虑 Service Bus

限制

  • 仅当任务明确匹配上述范围时使用该技能。
  • 不应将输出视为环境特定验证、测试或专家评审的替代。
  • 如果缺少必需的输入、权限、安全边界或成功标准,应停止并请求澄清。