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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.retrieval.polling;
import java.time.Duration;
import java.util.Collections;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.TimeoutException;
import org.apache.commons.lang3.StringUtils;
import com.google.common.collect.Iterables;
import lombok.AccessLevel;
import lombok.Data;
import lombok.Getter;
import lombok.NonNull;
import lombok.extern.slf4j.Slf4j;
import software.amazon.awssdk.core.exception.SdkException;
import software.amazon.awssdk.services.kinesis.KinesisAsyncClient;
import software.amazon.awssdk.services.kinesis.model.GetRecordsRequest;
import software.amazon.awssdk.services.kinesis.model.GetRecordsResponse;
import software.amazon.awssdk.services.kinesis.model.GetShardIteratorRequest;
import software.amazon.awssdk.services.kinesis.model.GetShardIteratorResponse;
import software.amazon.awssdk.services.kinesis.model.KinesisException;
import software.amazon.awssdk.services.kinesis.model.ResourceNotFoundException;
import software.amazon.kinesis.annotations.KinesisClientInternalApi;
import software.amazon.kinesis.common.FutureUtils;
import software.amazon.kinesis.common.InitialPositionInStreamExtended;
import software.amazon.kinesis.common.KinesisRequestsBuilder;
import software.amazon.kinesis.metrics.MetricsFactory;
import software.amazon.kinesis.metrics.MetricsLevel;
import software.amazon.kinesis.metrics.MetricsScope;
import software.amazon.kinesis.metrics.MetricsUtil;
import software.amazon.kinesis.retrieval.AWSExceptionManager;
import software.amazon.kinesis.retrieval.DataFetcherResult;
import software.amazon.kinesis.retrieval.IteratorBuilder;
import software.amazon.kinesis.retrieval.RetryableRetrievalException;
import software.amazon.kinesis.retrieval.kpl.ExtendedSequenceNumber;
/**
* Used to get data from Amazon Kinesis. Tracks iterator state internally.
*/
@Slf4j
@KinesisClientInternalApi
public class KinesisDataFetcher {
private static final String METRICS_PREFIX = "KinesisDataFetcher";
private static final String OPERATION = "ProcessTask";
@NonNull
private final KinesisAsyncClient kinesisClient;
@NonNull
private final String streamName;
@NonNull
private final String shardId;
private final int maxRecords;
@NonNull
private final MetricsFactory metricsFactory;
private final Duration maxFutureWait;
@Deprecated
public KinesisDataFetcher(KinesisAsyncClient kinesisClient, String streamName, String shardId, int maxRecords, MetricsFactory metricsFactory) {
this(kinesisClient, streamName, shardId, maxRecords, metricsFactory, PollingConfig.DEFAULT_REQUEST_TIMEOUT);
}
public KinesisDataFetcher(KinesisAsyncClient kinesisClient, String streamName, String shardId, int maxRecords, MetricsFactory metricsFactory, Duration maxFutureWait) {
this.kinesisClient = kinesisClient;
this.streamName = streamName;
this.shardId = shardId;
this.maxRecords = maxRecords;
this.metricsFactory = metricsFactory;
this.maxFutureWait = maxFutureWait;
}
/** Note: This method has package level access for testing purposes.
* @return nextIterator
*/
@Getter(AccessLevel.PACKAGE)
private String nextIterator;
@Getter
private boolean isShardEndReached;
private boolean isInitialized;
private String lastKnownSequenceNumber;
private InitialPositionInStreamExtended initialPositionInStream;
/**
* Get records from the current position in the stream (up to maxRecords).
*
* @return list of records of up to maxRecords size
*/
public DataFetcherResult getRecords() {
if (!isInitialized) {
throw new IllegalArgumentException("KinesisDataFetcher.records called before initialization.");
}
if (nextIterator != null) {
try {
return new AdvancingResult(getRecords(nextIterator));
} catch (ResourceNotFoundException e) {
log.info("Caught ResourceNotFoundException when fetching records for shard {}", shardId);
return TERMINAL_RESULT;
}
} else {
return TERMINAL_RESULT;
}
}
final DataFetcherResult TERMINAL_RESULT = new DataFetcherResult() {
@Override
public GetRecordsResponse getResult() {
return GetRecordsResponse.builder().millisBehindLatest(null).records(Collections.emptyList())
.nextShardIterator(null).build();
}
@Override
public GetRecordsResponse accept() {
isShardEndReached = true;
return getResult();
}
@Override
public boolean isShardEnd() {
return isShardEndReached;
}
};
@Data
class AdvancingResult implements DataFetcherResult {
final GetRecordsResponse result;
@Override
public GetRecordsResponse getResult() {
return result;
}
@Override
public GetRecordsResponse accept() {
nextIterator = result.nextShardIterator();
if (result.records() != null && !result.records().isEmpty()) {
lastKnownSequenceNumber = Iterables.getLast(result.records()).sequenceNumber();
}
if (nextIterator == null) {
isShardEndReached = true;
}
return getResult();
}
@Override
public boolean isShardEnd() {
return isShardEndReached;
}
}
/**
* Initializes this KinesisDataFetcher's iterator based on the checkpointed sequence number.
* @param initialCheckpoint Current checkpoint sequence number for this shard.
* @param initialPositionInStream The initialPositionInStream.
*/
public void initialize(final String initialCheckpoint,
final InitialPositionInStreamExtended initialPositionInStream) {
log.info("Initializing shard {} with {}", shardId, initialCheckpoint);
advanceIteratorTo(initialCheckpoint, initialPositionInStream);
isInitialized = true;
}
public void initialize(final ExtendedSequenceNumber initialCheckpoint,
final InitialPositionInStreamExtended initialPositionInStream) {
log.info("Initializing shard {} with {}", shardId, initialCheckpoint.sequenceNumber());
advanceIteratorTo(initialCheckpoint.sequenceNumber(), initialPositionInStream);
isInitialized = true;
}
/**
* Advances this KinesisDataFetcher's internal iterator to be at the passed-in sequence number.
*
* @param sequenceNumber advance the iterator to the record at this sequence number.
* @param initialPositionInStream The initialPositionInStream.
*/
public void advanceIteratorTo(final String sequenceNumber,
final InitialPositionInStreamExtended initialPositionInStream) {
if (sequenceNumber == null) {
throw new IllegalArgumentException("SequenceNumber should not be null: shardId " + shardId);
}
final AWSExceptionManager exceptionManager = createExceptionManager();
GetShardIteratorRequest.Builder builder = KinesisRequestsBuilder.getShardIteratorRequestBuilder()
.streamName(streamName).shardId(shardId);
GetShardIteratorRequest request = IteratorBuilder.request(builder, sequenceNumber, initialPositionInStream)
.build();
// TODO: Check if this metric is fine to be added
final MetricsScope metricsScope = MetricsUtil.createMetricsWithOperation(metricsFactory, OPERATION);
MetricsUtil.addShardId(metricsScope, shardId);
boolean success = false;
long startTime = System.currentTimeMillis();
try {
try {
final GetShardIteratorResponse result = FutureUtils
.resolveOrCancelFuture(kinesisClient.getShardIterator(request), maxFutureWait);
nextIterator = result.shardIterator();
success = true;
} catch (ExecutionException e) {
throw exceptionManager.apply(e.getCause());
} catch (InterruptedException e) {
// TODO: Check behavior
throw new RuntimeException(e);
} catch (TimeoutException e) {
throw new RetryableRetrievalException(e.getMessage(), e);
}
} catch (ResourceNotFoundException e) {
log.info("Caught ResourceNotFoundException when getting an iterator for shard {}", shardId, e);
nextIterator = null;
} finally {
MetricsUtil.addSuccessAndLatency(metricsScope, String.format("%s.%s", METRICS_PREFIX, "getShardIterator"),
success, startTime, MetricsLevel.DETAILED);
MetricsUtil.endScope(metricsScope);
}
if (nextIterator == null) {
isShardEndReached = true;
}
this.lastKnownSequenceNumber = sequenceNumber;
this.initialPositionInStream = initialPositionInStream;
}
/**
* Gets a new iterator from the last known sequence number i.e. the sequence number of the last record from the last
* records call.
*/
public void restartIterator() {
if (StringUtils.isEmpty(lastKnownSequenceNumber) || initialPositionInStream == null) {
throw new IllegalStateException(
"Make sure to initialize the KinesisDataFetcher before restarting the iterator.");
}
advanceIteratorTo(lastKnownSequenceNumber, initialPositionInStream);
}
public void resetIterator(String shardIterator, String sequenceNumber, InitialPositionInStreamExtended initialPositionInStream) {
this.nextIterator = shardIterator;
this.lastKnownSequenceNumber = sequenceNumber;
this.initialPositionInStream = initialPositionInStream;
}
private GetRecordsResponse getRecords(@NonNull final String nextIterator) {
final AWSExceptionManager exceptionManager = createExceptionManager();
GetRecordsRequest request = KinesisRequestsBuilder.getRecordsRequestBuilder().shardIterator(nextIterator)
.limit(maxRecords).build();
final MetricsScope metricsScope = MetricsUtil.createMetricsWithOperation(metricsFactory, OPERATION);
MetricsUtil.addShardId(metricsScope, shardId);
boolean success = false;
long startTime = System.currentTimeMillis();
try {
final GetRecordsResponse response = FutureUtils.resolveOrCancelFuture(kinesisClient.getRecords(request),
maxFutureWait);
success = true;
return response;
} catch (ExecutionException e) {
throw exceptionManager.apply(e.getCause());
} catch (InterruptedException e) {
// TODO: Check behavior
log.debug("Interrupt called on metod, shutdown initiated");
throw new RuntimeException(e);
} catch (TimeoutException e) {
throw new RetryableRetrievalException(e.getMessage(), e);
} finally {
MetricsUtil.addSuccessAndLatency(metricsScope, String.format("%s.%s", METRICS_PREFIX, "getRecords"),
success, startTime, MetricsLevel.DETAILED);
MetricsUtil.endScope(metricsScope);
}
}
private AWSExceptionManager createExceptionManager() {
final AWSExceptionManager exceptionManager = new AWSExceptionManager();
exceptionManager.add(ResourceNotFoundException.class, t -> t);
exceptionManager.add(KinesisException.class, t -> t);
exceptionManager.add(SdkException.class, t -> t);
return exceptionManager;
}
}
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