Comprehensive developer toolkit providing reusable skills for Java/Spring Boot, TypeScript/NestJS/React/Next.js, Python, PHP, AWS CloudFormation, AI/RAG, DevOps, and more.
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Always configure both API call and attempt timeouts to prevent hanging requests.
ClientOverrideConfiguration config = ClientOverrideConfiguration.builder()
.apiCallTimeout(Duration.ofSeconds(30)) // Total for all retries
.apiCallAttemptTimeout(Duration.ofSeconds(10)) // Per-attempt timeout
.build();Best Practices:
apiCallTimeout higher than apiCallAttemptTimeoutChoose the appropriate HTTP client for your use case.
ApacheHttpClient httpClient = ApacheHttpClient.builder()
.maxConnections(100)
.connectionTimeout(Duration.ofSeconds(5))
.socketTimeout(Duration.ofSeconds(30))
.build();Best Use Cases:
NettyNioAsyncHttpClient httpClient = NettyNioAsyncHttpClient.builder()
.maxConcurrency(100)
.connectionTimeout(Duration.ofSeconds(5))
.readTimeout(Duration.ofSeconds(30))
.writeTimeout(Duration.ofSeconds(30))
.sslProvider(SslProvider.OPENSSL)
.build();Best Use Cases:
UrlConnectionHttpClient httpClient = UrlConnectionHttpClient.builder()
.socketTimeout(Duration.ofSeconds(30))
.build();Best Use Cases:
// Use default chain (recommended)
S3Client s3Client = S3Client.builder().build();Default Chain Order:
aws.accessKeyId, aws.secretAccessKey)AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY)AWS_WEB_IDENTITY_TOKEN_FILE~/.aws/credentials)~/.aws/config)// Use specific credential provider
CredentialsProvider credentials = ProfileCredentialsProvider.create("my-profile");
S3Client s3Client = S3Client.builder()
.credentialsProvider(credentials)
.build();// Use IAM role credentials
CredentialsProvider instanceProfile = InstanceProfileCredentialsProvider.create();
S3Client s3Client = S3Client.builder()
.credentialsProvider(instanceProfile)
.build();// Option 1: Try-with-resources (recommended)
try (S3Client s3 = S3Client.builder().build()) {
// Use client
} // Auto-closed
// Option 2: Explicit close
S3Client s3 = S3Client.builder().build();
try {
// Use client
} finally {
s3.close();
}Close streams immediately to prevent connection pool exhaustion.
try (ResponseInputStream<GetObjectResponse> response =
s3Client.getObject(GetObjectRequest.builder()
.bucket(bucketName)
.key(objectKey)
.build())) {
// Read and process data immediately
byte[] data = response.readAllBytes();
} // Stream auto-closed, connection returned to pool// Configure connection pooling
ApacheHttpClient httpClient = ApacheHttpClient.builder()
.maxConnections(100) // Adjust based on your needs
.connectionTimeout(Duration.ofSeconds(5))
.socketTimeout(Duration.ofSeconds(30))
.connectionTimeToLive(Duration.ofMinutes(5))
.build();Best Practices:
maxConnections based on expected loadUse OpenSSL with Netty for better SSL performance.
<!-- Maven dependency -->
<dependency>
<groupId>io.netty</groupId>
<artifactId>netty-tcnative-boringssl-static</artifactId>
<version>2.0.61.Final</version>
<scope>runtime</scope>
</dependency>// Use OpenSSL for async clients
NettyNioAsyncHttpClient httpClient = NettyNioAsyncHttpClient.builder()
.sslProvider(SslProvider.OPENSSL)
.build();// Use async clients for I/O-bound operations
S3AsyncClient s3AsyncClient = S3AsyncClient.builder()
.httpClient(httpClient)
.build();
// Use CompletableFuture for non-blocking operations
CompletableFuture<PutObjectResponse> future = s3AsyncClient.putObject(request);
future.thenAccept(response -> {
// Handle success
}).exceptionally(error -> {
// Handle error
return null;
});CloudWatchMetricPublisher publisher = CloudWatchMetricPublisher.create();
S3Client s3Client = S3Client.builder()
.overrideConfiguration(b -> b
.addMetricPublisher(publisher))
.build();Configure CloudWatch metrics publisher to collect SDK metrics.
CloudWatchMetricPublisher cloudWatchPublisher = CloudWatchMetricPublisher.builder()
.namespace("MyApplication")
.credentialProvider(credentials)
.build();Implement custom metrics for application-specific monitoring.
public class CustomMetricPublisher implements MetricPublisher {
@Override
public void publish(MetricCollection metrics) {
// Implement custom metrics logic
metrics.forEach(metric -> {
System.out.println("Metric: " + metric.name() + " = " + metric.value());
});
}
}try {
awsOperation();
} catch (SdkServiceException e) {
// Service-specific error
System.err.println("AWS Service Error: " + e.awsErrorDetails().errorMessage());
System.err.println("Error Code: " + e.awsErrorDetails().errorCode());
System.err.println("Status Code: " + e.statusCode());
System.err.println("Request ID: " + e.requestId());
} catch (SdkClientException e) {
// Client-side error (network, timeout, etc.)
System.err.println("Client Error: " + e.getMessage());
} catch (Exception e) {
// Other errors
System.err.println("Unexpected Error: " + e.getMessage());
}RetryPolicy retryPolicy = RetryPolicy.builder()
.numRetries(3)
.retryCondition(RetryCondition.defaultRetryCondition())
.backoffStrategy(BackoffStrategy.defaultStrategy())
.build();@TestConfiguration
public class LocalStackConfig {
@Bean
public S3Client s3Client() {
return S3Client.builder()
.endpointOverride(URI.create("http://localhost:4566"))
.credentialsProvider(StaticCredentialsProvider.create(
AwsBasicCredentials.create("test", "test")))
.build();
}
}@Testcontainers
@SpringBootTest
public class AwsIntegrationTest {
@Container
static LocalStackContainer localstack = new LocalStackContainer(DockerImageName.parse("localstack/localstack:3.0"))
.withServices(LocalStackContainer.Service.S3);
@DynamicPropertySource
static void configProperties(DynamicPropertyRegistry registry) {
registry.add("aws.endpoint", () -> localstack.getEndpointOverride(LocalStackContainer.Service.S3));
}
}ApacheHttpClient highThroughputClient = ApacheHttpClient.builder()
.maxConnections(200)
.connectionTimeout(Duration.ofSeconds(3))
.socketTimeout(Duration.ofSeconds(30))
.connectionTimeToLive(Duration.ofMinutes(10))
.build();
S3Client s3Client = S3Client.builder()
.region(Region.US_EAST_1)
.httpClient(highThroughputClient)
.overrideConfiguration(b -> b
.apiCallTimeout(Duration.ofSeconds(45))
.apiCallAttemptTimeout(Duration.ofSeconds(15)))
.build();ApacheHttpClient lowLatencyClient = ApacheHttpClient.builder()
.maxConnections(50)
.connectionTimeout(Duration.ofSeconds(2))
.socketTimeout(Duration.ofSeconds(10))
.build();
S3Client s3Client = S3Client.builder()
.region(Region.US_EAST_1)
.httpClient(lowLatencyClient)
.overrideConfiguration(b -> b
.apiCallTimeout(Duration.ofSeconds(15))
.apiCallAttemptTimeout(Duration.ofSeconds(3)))
.build();docs
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