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EMR DynamoDB Hadoop Connector
/**
* Copyright 2012-2016 Amazon.com, Inc. or its affiliates. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file
* except in compliance with the License. A copy of the License is located at
*
* http://aws.amazon.com/apache2.0/
*
* or in the "LICENSE.TXT" file accompanying this file. This file 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 org.apache.hadoop.dynamodb;
import com.amazonaws.AmazonClientException;
import com.amazonaws.AmazonServiceException;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.mapred.Reporter;
import org.joda.time.DateTime;
import org.joda.time.DateTimeZone;
import org.joda.time.Duration;
import java.net.SocketException;
import java.net.SocketTimeoutException;
import java.util.HashSet;
import java.util.Random;
import java.util.Set;
import java.util.concurrent.Callable;
/**
* FIXME This class is not thread safe.
*/
public class DynamoDBFibonacciRetryer {
private static final Log log = LogFactory.getLog(DynamoDBFibonacciRetryer.class);
private static final Set internalErrorStatusCodes = new HashSet<>();
private static final Set throttleErrorCodes = new HashSet<>();
static {
internalErrorStatusCodes.add(500);
internalErrorStatusCodes.add(503);
throttleErrorCodes.add("ProvisionedThroughputExceededException");
throttleErrorCodes.add("ThrottlingException");
}
private final Duration retryPeriod;
private final Random random = new Random(System.currentTimeMillis());
private volatile boolean isShutdown;
private int fib1 = 0;
private int fib2 = 1;
private int retryCount;
public DynamoDBFibonacciRetryer(Duration retryPeriod) {
this.retryPeriod = retryPeriod;
}
/*
* This method retries with fibonacci backoff with maximum retry for 1 hour
* period.
*/
public RetryResult runWithRetry(Callable callable, Reporter reporter,
PrintCounter retryCounter) {
fib1 = 0;
fib2 = 1;
retryCount = 0;
DateTime currentTime = new DateTime(DateTimeZone.UTC);
DateTime retryEndTime = currentTime.plus(retryPeriod);
while (true) {
if (isShutdown) {
log.info("Is shut down, giving up and returning null");
return null;
}
try {
T returnObj = callable.call();
return new RetryResult<>(returnObj, retryCount);
} catch (Exception e) {
handleException(retryEndTime, e, reporter, retryCounter);
}
}
}
public synchronized void shutdown() {
if (isShutdown) {
throw new IllegalStateException("Cannot call shutdown() more than once");
}
isShutdown = true;
}
private void handleException(DateTime retryEndTime, Exception exception, Reporter reporter,
PrintCounter retryCounter) {
DateTime currentTime = new DateTime(DateTimeZone.UTC);
long maxDelay = retryEndTime.getMillis() - currentTime.getMillis();
if (verifyRetriableException(exception) && maxDelay > 0) {
if (exception instanceof AmazonServiceException) {
AmazonServiceException ase = (AmazonServiceException) exception;
if (throttleErrorCodes.contains(ase.getErrorCode())) {
// Retry exception
} else if (internalErrorStatusCodes.contains(ase.getStatusCode())) {
// Retry exception
} else {
throw new RuntimeException(exception);
}
}
incrementRetryCounter(reporter, retryCounter);
retryCount++;
log.warn("Retry: " + retryCount + " Exception: " + exception);
delayOp(maxDelay);
} else {
if (isShutdown) {
log.warn("Retries exceeded and caught, but is shutdown so not throwing", exception);
} else {
log.error("Retries exceeded or non-retryable exception, throwing: " + exception);
throw new RuntimeException(exception);
}
}
}
private boolean verifyRetriableException(Exception exception) {
return exception instanceof AmazonServiceException
|| exception instanceof AmazonClientException
|| exception instanceof SocketException
|| exception instanceof SocketTimeoutException;
}
private void incrementRetryCounter(Reporter reporter, PrintCounter retryCounter) {
if (reporter != null) {
if (retryCounter != null) {
reporter.incrCounter(retryCounter.getGroup(), retryCounter.getName(), 1);
} else {
reporter.progress();
}
}
}
private void delayOp(long maxDelay) {
increment();
try {
long computedDelay = (fib2 * 50) + random.nextInt(fib1 * 100);
long delay = Math.min(computedDelay, maxDelay + random.nextInt(100));
Thread.sleep(delay);
} catch (InterruptedException e) {
throw new RuntimeException("Interrupted while retrying", e);
}
}
private void increment() {
int sum = fib1 + fib2;
fib1 = fib2;
fib2 = sum;
}
public static class RetryResult {
public final T result;
public final int retries;
public RetryResult(T result, int retries) {
this.result = result;
this.retries = retries;
}
}
}
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