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The Amazon Kinesis Client Library for Java enables Java developers to easily consume and process data
from Amazon Kinesis.
/*
* Copyright 2019 Amazon.com, Inc. or its affiliates.
* Licensed under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package software.amazon.kinesis.metrics;
import lombok.extern.slf4j.Slf4j;
import software.amazon.awssdk.services.cloudwatch.CloudWatchAsyncClient;
import software.amazon.awssdk.services.cloudwatch.model.CloudWatchException;
import software.amazon.awssdk.services.cloudwatch.model.MetricDatum;
import software.amazon.awssdk.services.cloudwatch.model.PutMetricDataRequest;
import software.amazon.kinesis.retrieval.AWSExceptionManager;
import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.CompletableFuture;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.TimeoutException;
import static java.util.concurrent.TimeUnit.MILLISECONDS;
/**
* Publisher that contains the logic to publish metrics.
*/
@Slf4j
public class CloudWatchMetricsPublisher {
// CloudWatch API has a limit of 20 MetricDatums per request
private static final int BATCH_SIZE = 20;
private static final int PUT_TIMEOUT_MILLIS = 5000;
private static final AWSExceptionManager CW_EXCEPTION_MANAGER = new AWSExceptionManager();
static {
CW_EXCEPTION_MANAGER.add(CloudWatchException.class, t -> t);
}
private final String namespace;
private final CloudWatchAsyncClient cloudWatchAsyncClient;
public CloudWatchMetricsPublisher(CloudWatchAsyncClient cloudWatchClient, String namespace) {
this.cloudWatchAsyncClient = cloudWatchClient;
this.namespace = namespace;
}
/**
* Given a list of MetricDatumWithKey, this method extracts the MetricDatum from each
* MetricDatumWithKey and publishes those datums.
*
* @param dataToPublish a list containing all the MetricDatums to publish
*/
public void publishMetrics(List> dataToPublish) {
for (int startIndex = 0; startIndex < dataToPublish.size(); startIndex += BATCH_SIZE) {
int endIndex = Math.min(dataToPublish.size(), startIndex + BATCH_SIZE);
PutMetricDataRequest.Builder request = PutMetricDataRequest.builder();
request = request.namespace(namespace);
List metricData = new ArrayList<>();
for (int i = startIndex; i < endIndex; i++) {
metricData.add(dataToPublish.get(i).datum);
}
request = request.metricData(metricData);
try {
PutMetricDataRequest.Builder finalRequest = request;
// This needs to be blocking. Making it asynchronous leads to increased throttling.
blockingExecute(cloudWatchAsyncClient.putMetricData(finalRequest.build()), PUT_TIMEOUT_MILLIS,
CW_EXCEPTION_MANAGER);
} catch(CloudWatchException | TimeoutException e) {
log.warn("Could not publish {} datums to CloudWatch", endIndex - startIndex, e);
} catch (Exception e) {
log.error("Unknown exception while publishing {} datums to CloudWatch", endIndex - startIndex, e);
}
}
}
private static void blockingExecute(CompletableFuture future, long timeOutMillis,
AWSExceptionManager exceptionManager) throws TimeoutException {
try {
future.get(timeOutMillis, MILLISECONDS);
} catch (ExecutionException e) {
throw exceptionManager.apply(e.getCause());
} catch (InterruptedException e) {
log.info("Thread interrupted.");
}
}
}
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