GCP 分类

AWS Lambda与Google Cloud Functions的日志与监控实践：构建云原生函数可观测性

AWS Lambda和Google Cloud Functions是两大主流的无服务器计算服务，它们都提供了丰富的日志与监控功能。然而，由于平台架构和工具链的差异，实现有效的可观测性需要针对每个平台采用不同的策略和工具。本章将深入探讨AWS Lambda和Google Cloud Functions的日志与监控最佳实践。

AWS Lambda日志与监控

CloudWatch集成

AWS Lambda与CloudWatch深度集成，提供了全面的日志和监控能力：

CloudWatch Logs配置

{
  "log_configuration": {
    "log_group_name": "/aws/lambda/my-function",
    "retention_in_days": 14,
    "log_stream_name": "{instance_id}",
    "timestamp_format": "%Y-%m-%dT%H:%M:%S.%f%z",
    "encoding": "utf-8",
    "multiline_start_pattern": "^{",
    "auto_removal": false
  },
  "subscription_filters": [
    {
      "filter_name": "ErrorFilter",
      "filter_pattern": "?ERROR ?Exception ?Failed",
      "destination_arn": "arn:aws:firehose:us-west-2:123456789012:deliverystream/error-logs-stream"
    },
    {
      "filter_name": "BusinessEventFilter",
      "filter_pattern": "?BUSINESS_EVENT",
      "destination_arn": "arn:aws:firehose:us-west-2:123456789012:deliverystream/business-events-stream"
    }
  ]
}

老马啸西风2025/8/31大约 12 分钟