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Scio add-on for Google Cloud Bigtable
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/*
* Copyright 2016 Spotify AB.
*
* 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 com.spotify.scio.bigtable;
import com.google.bigtable.admin.v2.Cluster;
import com.google.bigtable.admin.v2.ListClustersRequest;
import com.google.bigtable.admin.v2.ListClustersResponse;
import com.google.cloud.bigtable.config.BigtableOptions;
import com.google.cloud.bigtable.grpc.BigtableClusterUtilities;
import com.google.cloud.bigtable.grpc.BigtableInstanceClient;
import com.google.cloud.bigtable.grpc.BigtableInstanceGrpcClient;
import com.google.cloud.bigtable.grpc.io.ChannelPool;
import org.joda.time.Duration;
import org.joda.time.format.PeriodFormatter;
import org.joda.time.format.PeriodFormatterBuilder;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.IOException;
import java.security.GeneralSecurityException;
import java.util.Collections;
import java.util.Map;
import java.util.stream.Collectors;
/** Utilities to deal with Bigtable. */
public final class BigtableUtil {
private BigtableUtil() {}
private static final Logger LOG = LoggerFactory.getLogger(BigtableUtil.class);
private static final PeriodFormatter formatter =
new PeriodFormatterBuilder()
.appendDays()
.appendSuffix("d")
.appendHours()
.appendSuffix("h")
.appendMinutes()
.appendSuffix("m")
.appendSeconds()
.appendSuffix("s")
.toFormatter();
/**
* Updates all clusters within the specified Bigtable instance to a specified number of nodes.
* Useful for increasing the number of nodes at the beginning of a job and decreasing it at the
* end to lower costs yet still get high throughput during bulk ingests/dumps.
*
* @param bigtableOptions Bigtable Options
* @param numberOfNodes New number of nodes in the cluster
* @param sleepDuration How long to sleep after updating the number of nodes. Google recommends at
* least 20 minutes before the new nodes are fully functional
* @throws IOException If setting up channel pool fails
* @throws InterruptedException If sleep fails
*/
public static void updateNumberOfBigtableNodes(
final BigtableOptions bigtableOptions, final int numberOfNodes, final Duration sleepDuration)
throws IOException, InterruptedException {
final ChannelPool channelPool = ChannelPoolCreator.createPool(bigtableOptions);
try {
final BigtableInstanceClient bigtableInstanceClient =
new BigtableInstanceGrpcClient(channelPool);
final String instanceName = bigtableOptions.getInstanceName().toString();
// Fetch clusters in Bigtable instance
final ListClustersRequest clustersRequest =
ListClustersRequest.newBuilder().setParent(instanceName).build();
final ListClustersResponse clustersResponse =
bigtableInstanceClient.listCluster(clustersRequest);
// For each cluster update the number of nodes
for (Cluster cluster : clustersResponse.getClustersList()) {
final Cluster updatedCluster =
Cluster.newBuilder().setName(cluster.getName()).setServeNodes(numberOfNodes).build();
LOG.info("Updating number of nodes to {} for cluster {}", numberOfNodes, cluster.getName());
bigtableInstanceClient.updateCluster(updatedCluster);
}
// Wait for the new nodes to be provisioned
if (sleepDuration.getMillis() > 0) {
LOG.info("Sleeping for {} after update", formatter.print(sleepDuration.toPeriod()));
Thread.sleep(sleepDuration.getMillis());
}
} finally {
channelPool.shutdownNow();
}
}
/**
* Get size of all clusters for specified Bigtable instance.
*
* @param projectId GCP projectId
* @param instanceId Bigtable instanceId
* @return map of clusterId to its number of nodes
* @throws IOException If setting up channel pool fails
* @throws GeneralSecurityException If security-related exceptions occurs
*/
public static Map getClusterSizes(
final String projectId, final String instanceId)
throws IOException, GeneralSecurityException {
try (BigtableClusterUtilities clusterUtil =
BigtableClusterUtilities.forInstance(projectId, instanceId)) {
return Collections.unmodifiableMap(
clusterUtil.getClusters().getClustersList().stream()
.collect(
Collectors.toMap(
cn -> cn.getName().substring(cn.getName().indexOf("/clusters/") + 10),
Cluster::getServeNodes)));
}
}
}