---
name: aws-lambda-java-integration
description: Provides AWS Lambda integration patterns for Java with cold start optimization. Use when deploying Java functions to AWS Lambda, choosing between Micronaut and Raw Java approaches, optimizing cold starts below 1 second, configuring API Gateway or ALB integration, or implementing serverless Java applications. Triggers include "create lambda java", "deploy java lambda", "micronaut lambda aws", "java lambda cold start", "aws lambda java performance", "java serverless framework".
allowed-tools: Read, Write, Edit, Bash, Glob, Grep
---
# 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
| Approach | Cold Start | Best For | Complexity |
|----------|------------|----------|------------|
| Micronaut | < 1s | Complex apps, DI needed, enterprise | Medium |
| Raw Java | < 500ms | Simple handlers, minimal overhead | Low |
**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