AWS Lambda是一种无服务器计算服务,它提供了处理Web应用程序和后端服务的能力。在Lambda中,限流是一项重要的任务,因为它可以帮助您管理资源和保持应用程序的可用性。
分布式速率限制器是一种可以帮助您通过跨多个Lambda实例来限制请求速率的解决方案。以下示例使用Redis作为分布式存储,并使用Python实现限流器。
首先,您需要在AWS Lambda中安装Redis客户端。以下是用于安装依赖项的示例代码:
AWSTemplateFormatVersion: '2010-09-09'
Resources:
LambdaExecutionRole:
Type: 'AWS::IAM::Role'
Properties:
AssumeRolePolicyDocument:
Version: '2012-10-17'
Statement:
- Effect: 'Allow'
Principal:
Service:
- 'lambda.amazonaws.com'
Action:
- 'sts:AssumeRole'
Path: '/'
Policies:
- PolicyName: 'root'
PolicyDocument:
Version: '2012-10-17'
Statement:
- Effect: 'Allow'
Action:
- 'logs:CreateLogGroup'
- 'logs:CreateLogStream'
- 'logs:PutLogEvents'
Resource: 'arn:aws:logs:*:*:*'
- Effect: 'Allow'
Action:
- 'ec2:CreateNetworkInterface'
- 'ec2:DescribeNetworkInterfaces'
- 'ec2:DeleteNetworkInterface'
Resource: '*'
InstallRedisDependenciesFunction:
Type: 'AWS::Lambda::Function'
Properties:
Handler: index.lambda_handler
Role: !GetAtt LambdaExecutionRole.Arn
MemorySize: 128
Timeout: 30
Runtime: python3.6
Code:
ZipFile: |
import subprocess
subprocess.run(["pip","install","redis","-t","python"])
Tags:
Project: 'MyProject'
接下来,您