giuseppe-trisciuoglio/developer-kit

aws-lambda-java-integration

Provides AWS Lambda integration patterns for Java with cold start optimization.

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AWS Lambda Java Integration

Patterns for creating high-performance AWS Lambda functions in Java with optimized cold starts.

Overview

This skill provides complete patterns for AWS Lambda Java development, covering two main approaches:

  1. Micronaut Framework - Full-featured framework with AOT compilation, dependency injection, and cold start < 1s
  2. Raw Java - Minimal overhead approach with cold start < 500ms

Both approaches support API Gateway and ALB integration with production-ready configurations.

When to Use

  • Deploying Java functions to AWS Lambda
  • Optimizing cold starts below 1 second
  • Choosing between Micronaut and Raw Java approaches
  • Configuring API Gateway or ALB integration
  • Setting up CI/CD pipelines for Java Lambda

Instructions

1. Choose Your Approach

ApproachCold StartBest ForComplexity
Micronaut< 1sComplex apps, DI needed, enterpriseMedium
Raw Java< 500msSimple handlers, minimal overheadLow

Validate: Confirm the approach fits your use case before proceeding.

2. Project Structure

my-lambda-function/
├── build.gradle (or pom.xml)
├── src/main/java/com/example/Handler.java
└── serverless.yml (or template.yaml)

Validate: Verify project structure matches the template.

3. Implementation Examples

Micronaut Handler

java
@FunctionBean("my-function")
public class MyFunction implements Function<APIGatewayProxyRequestEvent, APIGatewayProxyResponseEvent> {

    private final MyService service;

    public MyFunction(MyService service) {
        this.service = service;
    }

    @Override
    public APIGatewayProxyResponseEvent apply(APIGatewayProxyRequestEvent request) {
        // Process request
        return new APIGatewayProxyResponseEvent()
            .withStatusCode(200)
            .withBody("{\"message\": \"Success\"}");
    }
}

Raw Java Handler

java
public class MyHandler implements RequestHandler<APIGatewayProxyRequestEvent, APIGatewayProxyResponseEvent> {

    private static final MyService service = new MyService();

    @Override
    public APIGatewayProxyResponseEvent handleRequest(APIGatewayProxyRequestEvent request, Context context) {
        return new APIGatewayProxyResponseEvent()
            .withStatusCode(200)
            .withBody("{\"message\": \"Success\"}");
    }
}

Validate: Run sam local invoke to verify handler works before deployment.

Core Patterns

Connection Management

java
// Initialize once, reuse across invocations
private static final DynamoDbClient dynamoDb = DynamoDbClient.builder()
    .region(Region.US_EAST_1)
    .build();

// Avoid: Creating clients in handler (slow on every invocation)

Error Handling

java
@Override
public APIGatewayProxyResponseEvent handleRequest(APIGatewayProxyRequestEvent request, Context context) {
    try {
        return successResponse(process(request));
    } catch (ValidationException e) {
        return errorResponse(400, e.getMessage());
    } catch (Exception e) {
        context.getLogger().log("Error: " + e.getMessage());
        return errorResponse(500, "Internal error");
    }
}

Best Practices

Configuration

  • Memory: Start with 512MB, adjust based on profiling
  • Timeout: Micronaut 10-30s, Raw Java 5-10s
  • Runtime: Java 17 or 21 for best performance

Packaging

  • Use Gradle Shadow Plugin or Maven Shade Plugin
  • Exclude unnecessary dependencies

Monitoring

  • Enable X-Ray tracing for performance analysis
  • Use CloudWatch Insights to track cold vs warm starts

Deployment Options

Serverless Framework

yaml
service: my-java-lambda
provider:
  name: aws
  runtime: java21
  memorySize: 512
  timeout: 10
package:
  artifact: build/libs/function.jar
functions:
  api:
    handler: com.example.Handler
    events:
      - http:
          path: /{proxy+}
          method: ANY

Validate: Run serverless deploy with --stage dev first.

AWS SAM

yaml
AWSTemplateFormatVersion: '2010-09-09'
Transform: AWS::Serverless-2016-10-31
Resources:
  MyFunction:
    Type: AWS::Serverless::Function
    Properties:
      CodeUri: build/libs/function.jar
      Handler: com.example.Handler
      Runtime: java21
      MemorySize: 512
      Timeout: 10
      Events:
        ApiEvent:
          Type: Api
          Properties:
            Path: /{proxy+}
            Method: ANY

Validate: Run sam validate before deploying.

Constraints and Warnings

Java-Specific Constraints

  • Reflection: Minimize use; prefer AOT compilation (Micronaut)
  • Classpath scanning: Slows cold start; use explicit configuration
  • Large frameworks: Spring Boot adds significant cold start overhead

Common Pitfalls

  1. Initialization in handler - Causes repeated work on warm invocations
  2. Oversized JARs - Include only required dependencies
  3. Insufficient memory - Java needs more memory than Node.js/Python
  4. No timeout handling - Always set appropriate timeouts

References

For detailed guidance on specific topics:

  • [Micronaut Lambda](references/micronaut-lambda.md) - Complete Micronaut setup, AOT configuration, DI optimization
  • [Raw Java Lambda](references/raw-java-lambda.md) - Minimal handler patterns, singleton caching, JAR packaging
  • [Serverless Deployment](references/serverless-deployment.md) - Serverless Framework, SAM, CI/CD pipelines, provisioned concurrency
  • [Testing Lambda](references/testing-lambda.md) - JUnit 5, SAM Local, integration testing, performance measurement

Examples

Example 1: Create a Micronaut Lambda Function

Input:

Create a Java Lambda function using Micronaut to handle user REST API

Process:

  1. Configure Gradle project with Micronaut plugin
  2. Create Handler class extending MicronautRequestHandler
  3. Implement methods for GET/POST/PUT/DELETE
  4. Configure application.yml with AOT optimizations
  5. Set up packaging with Shadow plugin
  6. Validate: Test locally with SAM CLI before deploying

Output:

  • Complete project structure
  • Handler with dependency injection
  • serverless.yml deployment configuration

Example 2: Optimize Cold Start for Raw Java

Input:

My Java Lambda has 3 second cold start, how do I optimize it?

Process:

  1. Analyze initialization code
  2. Move AWS client creation to static fields
  3. Reduce dependencies in build.gradle
  4. Configure optimized JVM options
  5. Consider provisioned concurrency
  6. Validate: Measure cold start with CloudWatch metrics after changes

Output:

  • Refactored code with singleton pattern
  • Minimized JAR
  • Cold start < 500ms

Example 3: Deploy with GitHub Actions

Input:

Configure CI/CD for Java Lambda with SAM

Process:

  1. Create GitHub Actions workflow
  2. Configure Gradle build with Shadow
  3. Set up SAM build and deploy
  4. Add test stage before deployment
  5. Configure environment protection for prod

Output:

  • Complete .github/workflows/deploy.yml
  • Multi-stage pipeline (dev/staging/prod)
  • Integrated test automation

Version

Version: 1.0.0

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