Lambda
De Banane Atomic
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Description
Serverless service / Function as a service allowing to run code without having to worry about underlying hardware and OS.
Event driven: the lambda is triggered by an event.
Pay only for what you use: per request and based on the duration of the code execution.
Use cases
- Data transformation (Kinesis Data Stream as input)
- File processing (when uploaded to S3 bucket)
- Website backend microservice
- Scheduled tasks
Bad use cases
- Long running processes (timeout after 15mn)
- Constant workload (no scalability and high cost)
- Large code base (needed to be loaded at startup)
- State management (lambda are stateless)
Anti-patterns
- Monolithic function
- increase package size
- hard to enforce least privilege permissions
- hard to upgrade, maintain and test
- Recursion
- endless loop
- Orchestration
- avoid complex workflow logic
- ties lambda with other systems
- instead consider AWS Step Functions or EventBridge
- Chaining (synchronously invoke another lambda)
- instead use EventBridge or QueueService
- Waiting (synchronously call services or databases)
- instead use asynchronous calls
Runtime
- OS
- Libraries
- Programming language (.NET, Node.js, Python, Go, Ruby, Java)
Environnement variables
DOTNET_STARTUP_HOOKS | ex: path to an assembly to inject logging |
Wrapper scripts
Execute the wrapper on top of the runtime and the lambda function.
- run shell commands and binaries
Use AWS_LAMBDA_EXEC_WRAPPER to point to your wrapper script.
Custom runtime
Provide your custom runtime.
- unsupported programming language
Handler (entry point)
Method responsible for processing events
[assembly: LambdaSerializer(typeof(Amazon.Lambda.Serialization.SystemTextJson.CamelCaseLambdaJsonSerializer))] namespace MyNamespace; public class Function { public async Task<APIGatewayProxyResponse> FunctionHandler(APIGatewayProxyRequest request, ILambdaContext context) { var id = request.PathParameters["id"]; context.Logger.LogLine("Message"); return new APIGatewayProxyResponse { StatusCode = (int)HttpStatusCode.OK, Body = JsonSerializer.Serialize(id) }; } } |
.NET 8
scenario | description |
---|---|
Native AOT | |
Custom Runtime Function | to use .NET 8 |
Container Image | lambda function package as a container image |
Debug locally
On VS, if the extension AWS Toolkit is installed you have the AWS .NET Mock Lambda Test Tool available.
A debug configuration is created for you lambda.
Properties\launchSettings.json |
{ "profiles": { "Mock Lambda Test Tool": { "commandName": "Executable", "commandLineArgs": "--port 5050", "executablePath": "<home-directory>\\.dotnet\\tools\\dotnet-lambda-test-tool-6.0.exe", "workingDirectory": ".\\bin\\Debug\\net6.0" } } } |
Deployment
Lambda function handler in C#
For class libraries: ASSEMBLY::TYPE::METHOD
Call a lambda from code
var jsonSerializerOptions = new JsonSerializerOptions { PropertyNamingPolicy = JsonNamingPolicy.CamelCase, Converters = { new JsonStringEnumConverter() } }; var amazonLambdaClient = new AmazonLambdaClient(); var request = new InvokeRequest { FunctionName = functionName, Payload = JsonSerializer.Serialize(myObject, jsonSerializerOptions), LogType = LogType.Tail }; var response = await this.amazonLambdaClient.InvokeAsync(request); if(response.HttpStatusCode == System.Net.HttpStatusCode.OK) { var payload = Encoding.ASCII.GetString(response.Payload.ToArray()); // to debug only var result = JsonSerializer.Deserialize<AwsJobResult<LambdaJob>>(response.Payload, jsonSerializerOptions); } |