[{"data":1,"prerenderedAt":566},["ShallowReactive",2],{"content-svc-lambda-guides-aws-lambda-operator-guide-services-custom-code":3},{"markdown":4,"frontMatterAttributes":5,"bodyRaw":8,"menu":9,"menuType":563,"isCollapseableMenu":12,"nextDocItem":60,"previousDocItem":49,"contributorPaths":564,"contentName":565,"slug":59,"readingTime":56},"\u003Cp>Serverless applications usually comprise several AWS services, integrated with custom code run in Lambda functions. While Lambda can be integrated with most AWS services, the services most commonly used in serverless applications are:\u003C\u002Fp>\n\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>Category\u003C\u002Fth>\n\u003Cth>AWS service\u003C\u002Fth>\n\u003C\u002Ftr>\n\u003C\u002Fthead>\n\u003Ctbody>\u003Ctr>\n\u003Ctd>Compute\u003C\u002Ftd>\n\u003Ctd>AWS Lambda\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Data storage\u003C\u002Ftd>\n\u003Ctd>Amazon S3 \u003Cbr\u002F>Amazon DynamoDB \u003Cbr\u002F> Amazon RDS\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>API\u003C\u002Ftd>\n\u003Ctd>Amazon API Gateway\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Application integration\u003C\u002Ftd>\n\u003Ctd>\u003Cbr\u002F> Amazon EventBridge \u003Cbr\u002F> Amazon SNS \u003Cbr\u002F> Amazon SQS\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Orchestration\u003C\u002Ftd>\n\u003Ctd>AWS Step Functions\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Streaming data and analytics\u003C\u002Ftd>\n\u003Ctd>Amazon Data Firehose\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\u003C\u002Ftable>\n\u003Cp>There are many well-established, common patterns in distributed architectures that you can build yourself or implement using AWS services. For most customers, there is little commercial value in investing time to develop these patterns from scratch. When your application needs one of these patterns, use the corresponding AWS service:\u003C\u002Fp>\n\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>Pattern\u003C\u002Fth>\n\u003Cth>AWS service\u003C\u002Fth>\n\u003C\u002Ftr>\n\u003C\u002Fthead>\n\u003Ctbody>\u003Ctr>\n\u003Ctd>Queue\u003C\u002Ftd>\n\u003Ctd>Amazon SQS\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Event bus\u003C\u002Ftd>\n\u003Ctd>Amazon EventBridge\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Publish\u002Fsubscribe (fan-out)\u003C\u002Ftd>\n\u003Ctd>Amazon SNS\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Orchestration\u003C\u002Ftd>\n\u003Ctd>AWS Step Functions\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>API\u003C\u002Ftd>\n\u003Ctd>Amazon API Gateway\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Event streams\u003C\u002Ftd>\n\u003Ctd>Amazon Kinesis\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\u003C\u002Ftable>\n\u003Cp>These services are designed to integrate with Lambda and you can use infrastructure as code (IaC) to create and discard resources in the services. You can use any of these services via the \u003Ca href=\"https:\u002F\u002Faws.amazon.com\u002Ftools\u002F\">AWS SDK\u003C\u002Fa> without needing to install applications or configure servers. Becoming proficient with using these services via code in your Lambda functions is an important step to producing well-designed serverless applications.\u003C\u002Fp>\n",{"title":6,"order":7},"Use services instead of custom code",7,"Serverless applications usually comprise several AWS services, integrated with custom code run in Lambda functions. While Lambda can be integrated with most AWS services, the services most commonly used in serverless applications are:\n\n| Category                     | AWS service                                                |\n| ---------------------------- | ---------------------------------------------------------- |\n| Compute                      | AWS Lambda                                                 |\n| Data storage                 | Amazon S3 \u003Cbr\u002F>Amazon DynamoDB \u003Cbr\u002F> Amazon RDS            |\n| API                          | Amazon API Gateway                                         |\n| Application integration      | \u003Cbr\u002F> Amazon EventBridge \u003Cbr\u002F> Amazon SNS \u003Cbr\u002F> Amazon SQS |\n| Orchestration                | AWS Step Functions                                         |\n| Streaming data and analytics | Amazon Data Firehose                                       |\n\nThere are many well-established, common patterns in distributed architectures that you can build yourself or implement using AWS services. For most customers, there is little commercial value in investing time to develop these patterns from scratch. When your application needs one of these patterns, use the corresponding AWS service:\n\n| Pattern                     | AWS service        |\n| --------------------------- | ------------------ |\n| Queue                       | Amazon SQS         |\n| Event bus                   | Amazon EventBridge |\n| Publish\u002Fsubscribe (fan-out) | Amazon SNS         |\n| Orchestration               | AWS Step Functions |\n| API                         | Amazon API Gateway |\n| Event streams               | Amazon Kinesis     |\n\nThese services are designed to integrate with Lambda and you can use infrastructure as code (IaC) to create and discard resources in the services. You can use any of these services via the [AWS SDK](https:\u002F\u002Faws.amazon.com\u002Ftools\u002F) without needing to install applications or configure servers. Becoming proficient with using these services via code in your Lambda functions is an important step to producing well-designed serverless applications.\n",[10,21,137,245,312,382,486,555],{"title":-1,"collapsible":11,"isCollapsed":12,"content":13},false,true,[14],{"title":15,"order":16,"time":17,"path":18,"id":19,"link":20},"Introduction",1,"4 min","intro","intro.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fintro",{"title":22,"collapsible":12,"isCollapsed":11,"content":23},"Event-driven architectures",[24,30,37,43,49,55,60,66,72,78,84,90,96,102,108,114,120,126,131],{"title":22,"order":25,"time":26,"path":27,"id":28,"link":29},2,"1 min","event-driven-architectures","event-driven-architectures.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fevent-driven-architectures",{"title":31,"order":32,"time":33,"path":34,"id":35,"link":36},"How Lambda fits into the event-driven paradigm",3,"3 min","lambda-event-driven-paradigm","lambda-event-driven-paradigm.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Flambda-event-driven-paradigm",{"title":38,"order":39,"time":33,"path":40,"id":41,"link":42},"The benefits of event-driven architectures",4,"event-driven-benefits","event-driven-benefits.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fevent-driven-benefits",{"title":44,"order":45,"time":17,"path":46,"id":47,"link":48},"Trade-offs of event-driven architectures",5,"tradeoffs-event-driven","tradeoffs-event-driven.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Ftradeoffs-event-driven",{"title":50,"order":51,"time":26,"path":52,"id":53,"link":54},"Design principles",6,"design-principles","design-principles.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fdesign-principles",{"title":6,"order":7,"time":56,"path":57,"id":58,"link":59},"2 min","services-custom-code","services-custom-code.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fservices-custom-code",{"title":61,"order":62,"time":26,"path":63,"id":64,"link":65},"Understanding the level of abstraction",8,"level-abstraction","level-abstraction.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Flevel-abstraction",{"title":67,"order":68,"time":26,"path":69,"id":70,"link":71},"Implementing statelessness in functions",9,"statelessness-functions","statelessness-functions.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fstatelessness-functions",{"title":73,"order":74,"time":26,"path":75,"id":76,"link":77},"Lambda function design",10,"function-design","function-design.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Ffunction-design",{"title":79,"order":80,"time":56,"path":81,"id":82,"link":83},"Building for on-demand data instead of batches",11,"on-demand-batches","on-demand-batches.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fon-demand-batches",{"title":85,"order":86,"time":26,"path":87,"id":88,"link":89},"Orchestration",12,"orchestration","orchestration.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Forchestration",{"title":91,"order":92,"time":56,"path":93,"id":94,"link":95},"Developing for retries and failures",13,"retries-failure","retries-failure.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fretries-failure",{"title":97,"order":98,"time":26,"path":99,"id":100,"link":101},"Anti-patterns in Lambda-based applications",14,"anti-patterns","anti-patterns.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fanti-patterns",{"title":103,"order":104,"time":17,"path":105,"id":106,"link":107},"The Lambda monolith",15,"monolith","monolith.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fmonolith",{"title":109,"order":110,"time":56,"path":111,"id":112,"link":113},"Lambda as orchestrator",16,"orchestrator","orchestrator.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Forchestrator",{"title":115,"order":116,"time":56,"path":117,"id":118,"link":119},"Recursive patterns that cause run-away Lambda functions",17,"recursive-runaway","recursive-runaway.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Frecursive-runaway",{"title":121,"order":122,"time":33,"path":123,"id":124,"link":125},"Lambda functions calling Lambda functions",19,"functions-calling-functions","functions-calling-functions.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Ffunctions-calling-functions",{"title":127,"order":122,"time":26,"path":128,"id":129,"link":130},"Synchronous waiting within a single Lambda function","synchronous-waiting","synchronous-waiting.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fsynchronous-waiting",{"title":132,"order":133,"time":33,"path":134,"id":135,"link":136},"Frequently asked questions",20,"event-driven-faq","event-driven-faq.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fevent-driven-faq",{"title":138,"collapsible":12,"isCollapsed":12,"content":139},"Application design",[140,145,151,157,163,169,175,180,186,192,198,204,210,216,222,228,234,240],{"title":138,"order":141,"time":26,"path":142,"id":143,"link":144},21,"application-design","application-design.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fapplication-design",{"title":146,"order":147,"time":33,"path":148,"id":149,"link":150},"Understanding quotas",22,"quotas","quotas.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fquotas",{"title":152,"order":153,"time":56,"path":154,"id":155,"link":156},"Architecting with Service Quotas",23,"service-quotas","service-quotas.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fservice-quotas",{"title":158,"order":159,"time":56,"path":160,"id":161,"link":162},"Using multiple AWS accounts for managing quotas",24,"multiple-accounts","multiple-accounts.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fmultiple-accounts",{"title":164,"order":165,"time":26,"path":166,"id":167,"link":168},"Scaling and concurrency in Lambda",25,"scaling-concurrency","scaling-concurrency.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fscaling-concurrency",{"title":170,"order":171,"time":56,"path":172,"id":173,"link":174},"On-demand scaling example",26,"on-demand-scaling","on-demand-scaling.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fon-demand-scaling",{"title":176,"order":171,"time":56,"path":177,"id":178,"link":179},"Provisioned Concurrency scaling example","provisioned-scaling","provisioned-scaling.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fprovisioned-scaling",{"title":181,"order":182,"time":56,"path":183,"id":184,"link":185},"Using service integrations and asynchronous processing",28,"integrations-asynchronous","integrations-asynchronous.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fintegrations-asynchronous",{"title":187,"order":188,"time":56,"path":189,"id":190,"link":191},"Reserved concurrency",29,"reserved-concurrency","reserved-concurrency.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Freserved-concurrency",{"title":193,"order":194,"time":26,"path":195,"id":196,"link":197},"Choosing and managing runtimes in Lambda functions",30,"runtimes-functions","runtimes-functions.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fruntimes-functions",{"title":199,"order":200,"time":26,"path":201,"id":202,"link":203},"Runtimes and performance",31,"runtimes-performance","runtimes-performance.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fruntimes-performance",{"title":205,"order":206,"time":26,"path":207,"id":208,"link":209},"Multiple runtimes in single applications",32,"runtimes-multiple","runtimes-multiple.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fruntimes-multiple",{"title":211,"order":212,"time":26,"path":213,"id":214,"link":215},"Managing AWS SDKs in Lambda functions",33,"sdks-functions","sdks-functions.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fsdks-functions",{"title":217,"order":218,"time":33,"path":219,"id":220,"link":221},"Networking and VPC configurations",34,"networking-vpc","networking-vpc.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fnetworking-vpc",{"title":223,"order":224,"time":33,"path":225,"id":226,"link":227},"Comparing Lambda invocation modes",35,"invocation-modes","invocation-modes.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Finvocation-modes",{"title":229,"order":230,"time":56,"path":231,"id":232,"link":233},"Understanding SQS retries",36,"sqs-retries","sqs-retries.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fsqs-retries",{"title":235,"order":236,"time":56,"path":237,"id":238,"link":239},"Controlling traffic flow for server-based resources",37,"traffic-server-based","traffic-server-based.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Ftraffic-server-based",{"title":132,"order":241,"time":33,"path":242,"id":243,"link":244},38,"application-design-faq","application-design-faq.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fapplication-design-faq",{"title":246,"collapsible":12,"isCollapsed":12,"content":247},"Security",[248,253,259,265,271,277,283,289,295,301,307],{"title":246,"order":249,"time":56,"path":250,"id":251,"link":252},39,"security-ops","security-ops.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fsecurity-ops",{"title":254,"order":255,"time":33,"path":256,"id":257,"link":258},"Understanding the Lambda execution environment",40,"execution-environment","execution-environment.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fexecution-environment",{"title":260,"order":261,"time":56,"path":262,"id":263,"link":264},"Applying the principles of least privilege",41,"least-privilege","least-privilege.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fleast-privilege",{"title":266,"order":267,"time":56,"path":268,"id":269,"link":270},"Developing least privilege IAM roles",42,"least-privilege-iam","least-privilege-iam.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fleast-privilege-iam",{"title":272,"order":273,"time":26,"path":274,"id":275,"link":276},"Access to CloudWatch Logs",43,"access-logs","access-logs.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Faccess-logs",{"title":278,"order":279,"time":56,"path":280,"id":281,"link":282},"Avoiding granting wildcard permissions in IAM policies",44,"wildcard-permissions-iam","wildcard-permissions-iam.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fwildcard-permissions-iam",{"title":284,"order":285,"time":26,"path":286,"id":287,"link":288},"Specialized Lambda functions compared with all-purpose functions",45,"specialized-all-purpose","specialized-all-purpose.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fspecialized-all-purpose",{"title":290,"order":291,"time":17,"path":292,"id":293,"link":294},"Securing workloads with public endpoints",46,"public-endpoints","public-endpoints.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fpublic-endpoints",{"title":296,"order":297,"time":56,"path":298,"id":299,"link":300},"Encrypting data in Lambda-based applications",47,"data-in-applications","data-in-applications.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fdata-in-applications",{"title":302,"order":303,"time":33,"path":304,"id":305,"link":306},"Security governance controls",48,"governance-controls","governance-controls.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fgovernance-controls",{"title":132,"order":308,"time":56,"path":309,"id":310,"link":311},49,"security-ops-faq","security-ops-faq.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fsecurity-ops-faq",{"title":313,"collapsible":12,"isCollapsed":12,"content":314},"Debugging",[315,320,326,332,338,345,352,358,364,370,376],{"title":313,"order":316,"time":26,"path":317,"id":318,"link":319},50,"debugging-ops","debugging-ops.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fdebugging-ops",{"title":321,"order":322,"time":33,"path":323,"id":324,"link":325},"Standardizing a debugging approach",51,"debugging-approach","debugging-approach.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fdebugging-approach",{"title":327,"order":328,"time":56,"path":329,"id":330,"link":331},"General types of error",52,"general-types","general-types.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fgeneral-types",{"title":333,"order":334,"time":17,"path":335,"id":336,"link":337},"Troubleshooting payloads",53,"payload","payload.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fpayload",{"title":339,"order":340,"time":341,"path":342,"id":343,"link":344},"Troubleshooting integration errors",54,"5 min","integration-errors","integration-errors.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fintegration-errors",{"title":346,"order":347,"time":348,"path":349,"id":350,"link":351},"Troubleshooting Lambda configurations",55,"9 min","configurations","configurations.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fconfigurations",{"title":353,"order":354,"time":56,"path":355,"id":356,"link":357},"Troubleshooting queue processing by Lambda functions",56,"queue-processing","queue-processing.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fqueue-processing",{"title":359,"order":360,"time":56,"path":361,"id":362,"link":363},"Identifying and managing throttling",57,"throttling","throttling.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fthrottling",{"title":365,"order":366,"time":26,"path":367,"id":368,"link":369},"Errors in the processing function",58,"processing-function","processing-function.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fprocessing-function",{"title":371,"order":372,"time":26,"path":373,"id":374,"link":375},"Identifying and handling backpressure",59,"backpressure","backpressure.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fbackpressure",{"title":377,"order":378,"time":33,"path":379,"id":380,"link":381},"Best practices for your debugging environment",60,"best-practices-debugging","best-practices-debugging.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fbest-practices-debugging",{"title":383,"collapsible":12,"isCollapsed":12,"content":384},"Monitoring and observability",[385,390,396,402,408,414,420,426,432,438,444,450,456,462,468,474,480],{"title":383,"order":386,"time":26,"path":387,"id":388,"link":389},61,"monitoring-observability","monitoring-observability.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fmonitoring-observability",{"title":391,"order":392,"time":33,"path":393,"id":394,"link":395},"Monitoring concepts in Lambda-based applications",62,"monitoring-concepts","monitoring-concepts.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fmonitoring-concepts",{"title":397,"order":398,"time":26,"path":399,"id":400,"link":401},"Logging and metrics with Amazon CloudWatch",63,"logging-metrics","logging-metrics.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Flogging-metrics",{"title":403,"order":404,"time":56,"path":405,"id":406,"link":407},"How CloudWatch structures logs",64,"log-structure","log-structure.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Flog-structure",{"title":409,"order":410,"time":33,"path":411,"id":412,"link":413},"Important metrics for CloudWatch",65,"important-metrics","important-metrics.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fimportant-metrics",{"title":415,"order":416,"time":56,"path":417,"id":418,"link":419},"Custom metrics",66,"custom-metrics","custom-metrics.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fcustom-metrics",{"title":421,"order":422,"time":26,"path":423,"id":424,"link":425},"Using AWS Resource Groups to organize your workload",67,"organize-workload","organize-workload.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Forganize-workload",{"title":427,"order":428,"time":56,"path":429,"id":430,"link":431},"Searching across logs with CloudWatch Logs Insights",68,"search-logs","search-logs.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fsearch-logs",{"title":433,"order":434,"time":33,"path":435,"id":436,"link":437},"Parsing logs and structured logging",69,"parse-logs","parse-logs.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fparse-logs",{"title":439,"order":440,"time":26,"path":441,"id":442,"link":443},"Querying AWS-generated events",70,"query-events","query-events.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fquery-events",{"title":445,"order":446,"time":26,"path":447,"id":448,"link":449},"Log visualization and dashboard",71,"visualization","visualization.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fvisualization",{"title":451,"order":452,"time":56,"path":453,"id":454,"link":455},"Useful Insights queries",72,"useful-queries","useful-queries.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fuseful-queries",{"title":457,"order":458,"time":56,"path":459,"id":460,"link":461},"Tracing requests with AWS X-Ray",73,"trace-requests","trace-requests.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Ftrace-requests",{"title":463,"order":464,"time":341,"path":465,"id":466,"link":467},"Troubleshooting walkthrough: isolating and resolving issues",74,"troubleshooting-walkthrough","troubleshooting-walkthrough.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Ftroubleshooting-walkthrough",{"title":469,"order":470,"time":56,"path":471,"id":472,"link":473},"A general approach to debugging Lambda performance issues and errors",75,"general-approach","general-approach.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fgeneral-approach",{"title":475,"order":476,"time":26,"path":477,"id":478,"link":479},"Monitoring Lambda code storage",76,"code-storage","code-storage.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fcode-storage",{"title":481,"order":482,"time":33,"path":483,"id":484,"link":485},"Best practices for managing code storage",77,"code-storage-best-practice","code-storage-best-practice.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fcode-storage-best-practice",{"title":487,"collapsible":12,"isCollapsed":12,"content":488},"Performance optimization",[489,494,501,507,513,519,525,531,537,543,549],{"title":487,"order":490,"time":26,"path":491,"id":492,"link":493},78,"perf-optimize","perf-optimize.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fperf-optimize",{"title":495,"order":496,"time":497,"path":498,"id":499,"link":500},"Lambda execution environments",79,"7 min","execution-environments","execution-environments.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fexecution-environments",{"title":502,"order":503,"time":56,"path":504,"id":505,"link":506},"Memory and computing power",80,"computing-power","computing-power.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fcomputing-power",{"title":508,"order":509,"time":56,"path":510,"id":511,"link":512},"Profiling functions with AWS Lambda Power Tuning",81,"profile-functions","profile-functions.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fprofile-functions",{"title":514,"order":515,"time":33,"path":516,"id":517,"link":518},"Optimizing static initialization",82,"static-initialization","static-initialization.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fstatic-initialization",{"title":520,"order":521,"time":56,"path":522,"id":523,"link":524},"Comparing the effect of global scope",83,"global-scope","global-scope.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fglobal-scope",{"title":526,"order":527,"time":26,"path":528,"id":529,"link":530},"Static initialization and Provisioned Concurrency",84,"initialization-pc","initialization-pc.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Finitialization-pc",{"title":532,"order":533,"time":26,"path":534,"id":535,"link":536},"Architecture and Best Practices",85,"architecture-best-practice","architecture-best-practice.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Farchitecture-best-practice",{"title":538,"order":539,"time":56,"path":540,"id":541,"link":542},"Comparing performance of interactive and asynchronous workloads",86,"interactive-asynchronous","interactive-asynchronous.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Finteractive-asynchronous",{"title":544,"order":545,"time":56,"path":546,"id":547,"link":548},"When not to use a Lambda function",87,"no-function","no-function.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fno-function",{"title":550,"order":551,"time":56,"path":552,"id":553,"link":554},"Cost optimization",88,"cost-optimize","cost-optimize.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fcost-optimize",{"title":-1,"collapsible":11,"isCollapsed":12,"content":556},[557],{"title":558,"order":559,"time":26,"path":560,"id":561,"link":562},"Document history",89,"doc-history","doc-history.md","\u002Fcontent\u002Fservice\u002Flambda\u002Fguides\u002Faws-lambda-operator-guide\u002Fdoc-history","LIST",[],"AWS Lambda Operator Guide",1792578870225]