Lambda
Apparence
Links
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)
DOTNET_STARTUP_HOOKS | ex: path to an assembly to inject logging |
.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"
}
}
}
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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);
}
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