HBASE-10791 Add integration test to demonstrate performance improvement
git-svn-id: https://svn.apache.org/repos/asf/hbase/branches/hbase-10070@1585807 13f79535-47bb-0310-9956-ffa450edef68
This commit is contained in:
ndimiduk
Enis Soztutar
parent
7d247524b3
commit
d313103aeb
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@ -0,0 +1,338 @@
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/**
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*
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.hadoop.hbase;
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import com.google.common.base.Objects;
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import org.apache.commons.cli.CommandLine;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.apache.commons.math.stat.descriptive.DescriptiveStatistics;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.hbase.chaos.actions.MoveRandomRegionOfTableAction;
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import org.apache.hadoop.hbase.chaos.actions.RestartRsHoldingTableAction;
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import org.apache.hadoop.hbase.chaos.monkies.PolicyBasedChaosMonkey;
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import org.apache.hadoop.hbase.chaos.policies.PeriodicRandomActionPolicy;
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import org.apache.hadoop.hbase.chaos.policies.Policy;
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import org.apache.hadoop.hbase.client.HBaseAdmin;
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import org.apache.hadoop.hbase.ipc.RpcClient;
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import org.apache.hadoop.hbase.regionserver.DisabledRegionSplitPolicy;
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import org.apache.hadoop.hbase.util.Pair;
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import org.apache.hadoop.mapreduce.Counters;
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import org.apache.hadoop.mapreduce.Job;
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import org.apache.hadoop.util.ToolRunner;
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import org.junit.experimental.categories.Category;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.LinkedList;
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import java.util.Queue;
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import java.util.Set;
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import java.util.concurrent.Callable;
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import static java.lang.String.format;
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import static org.junit.Assert.assertEquals;
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import static org.junit.Assert.assertTrue;
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/**
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* Test for comparing the performance impact of region replicas. Uses
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* components of {@link PerformanceEvaluation}. Does not run from
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* {@code IntegrationTestsDriver} because IntegrationTestBase is incompatible
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* with the JUnit runner. Hence no @Test annotations either. See {@code -help}
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* for full list of options.
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*/
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@Category(IntegrationTests.class)
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public class IntegrationTestRegionReplicaPerf extends IntegrationTestBase {
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private static final Log LOG = LogFactory.getLog(IntegrationTestRegionReplicaPerf.class);
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private static final String SLEEP_TIME_KEY = "sleeptime";
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// short default interval because tests don't run very long.
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private static final String SLEEP_TIME_DEFAULT = "" + (10 * 1000l);
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private static final String TABLE_NAME_KEY = "tableName";
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private static final String TABLE_NAME_DEFAULT = "IntegrationTestRegionReplicaPerf";
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private static final String NOMAPRED_KEY = "nomapred";
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private static final boolean NOMAPRED_DEFAULT = false;
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private static final String REPLICA_COUNT_KEY = "replicas";
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private static final String REPLICA_COUNT_DEFAULT = "" + 3;
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private static final String PRIMARY_TIMEOUT_KEY = "timeout";
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private static final String PRIMARY_TIMEOUT_DEFAULT = "" + 10 * 1000; // 10 ms
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private static final String NUM_RS_KEY = "numRs";
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private static final String NUM_RS_DEFAULT = "" + 3;
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private TableName tableName;
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private long sleepTime;
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private boolean nomapred = NOMAPRED_DEFAULT;
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private int replicaCount;
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private int primaryTimeout;
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private int clusterSize;
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/**
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* Wraps the invocation of {@link PerformanceEvaluation} in a {@code Callable}.
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*/
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static class PerfEvalCallable implements Callable<TimingResult> {
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private final Queue<String> argv = new LinkedList<String>();
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private final HBaseAdmin admin;
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public PerfEvalCallable(HBaseAdmin admin, String argv) {
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// TODO: this API is awkward, should take HConnection, not HBaseAdmin
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this.admin = admin;
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this.argv.addAll(Arrays.asList(argv.split(" ")));
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LOG.debug("Created PerformanceEvaluationCallable with args: " + argv);
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}
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@Override
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public TimingResult call() throws Exception {
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PerformanceEvaluation.TestOptions opts = PerformanceEvaluation.parseOpts(argv);
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PerformanceEvaluation.checkTable(admin, opts);
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long numRows = opts.totalRows;
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long elapsedTime;
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if (opts.nomapred) {
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elapsedTime = PerformanceEvaluation.doLocalClients(opts, admin.getConfiguration());
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} else {
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Job job = PerformanceEvaluation.doMapReduce(opts, admin.getConfiguration());
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Counters counters = job.getCounters();
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numRows = counters.findCounter(PerformanceEvaluation.Counter.ROWS).getValue();
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elapsedTime = counters.findCounter(PerformanceEvaluation.Counter.ELAPSED_TIME).getValue();
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}
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return new TimingResult(numRows, elapsedTime);
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}
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}
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/**
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* Record the results from a single {@link PerformanceEvaluation} job run.
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*/
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static class TimingResult {
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public long numRows;
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public long elapsedTime;
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public TimingResult(long numRows, long elapsedTime) {
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this.numRows = numRows;
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this.elapsedTime = elapsedTime;
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}
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@Override
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public String toString() {
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return Objects.toStringHelper(this)
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.add("numRows", numRows)
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.add("elapsedTime", elapsedTime)
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.toString();
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}
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}
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@Override
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public void setUp() throws Exception {
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super.setUp();
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Configuration conf = util.getConfiguration();
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// sanity check cluster
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// TODO: this should reach out to master and verify online state instead
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assertEquals("Master must be configured with StochasticLoadBalancer",
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"org.apache.hadoop.hbase.master.balancer.StochasticLoadBalancer",
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conf.get("hbase.master.loadbalancer.class"));
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// TODO: this should reach out to master and verify online state instead
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assertTrue("hbase.regionserver.storefile.refresh.period must be greater than zero.",
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conf.getLong("hbase.regionserver.storefile.refresh.period", 0) > 0);
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// enable client-side settings
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conf.setBoolean(RpcClient.ALLOWS_INTERRUPTS, true);
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// TODO: expose these settings to CLI override
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conf.setLong("hbase.client.primaryCallTimeout.get", primaryTimeout);
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conf.setLong("hbase.client.primaryCallTimeout.multiget", primaryTimeout);
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}
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@Override
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public void setUpCluster() throws Exception {
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util = getTestingUtil(getConf());
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util.initializeCluster(clusterSize);
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}
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@Override
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public void setUpMonkey() throws Exception {
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Policy p = new PeriodicRandomActionPolicy(sleepTime,
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new RestartRsHoldingTableAction(sleepTime, tableName.getNameAsString()),
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new MoveRandomRegionOfTableAction(tableName.getNameAsString()));
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this.monkey = new PolicyBasedChaosMonkey(util, p);
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// don't start monkey right away
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}
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@Override
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protected void addOptions() {
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addOptWithArg(TABLE_NAME_KEY, "Alternate table name. Default: '"
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+ TABLE_NAME_DEFAULT + "'");
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addOptWithArg(SLEEP_TIME_KEY, "How long the monkey sleeps between actions. Default: "
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+ SLEEP_TIME_DEFAULT);
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addOptNoArg(NOMAPRED_KEY,
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"Run multiple clients using threads (rather than use mapreduce)");
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addOptWithArg(REPLICA_COUNT_KEY, "Number of region replicas. Default: "
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+ REPLICA_COUNT_DEFAULT);
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addOptWithArg(PRIMARY_TIMEOUT_KEY, "Overrides hbase.client.primaryCallTimeout. Default: "
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+ PRIMARY_TIMEOUT_DEFAULT + " (10ms)");
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addOptWithArg(NUM_RS_KEY, "Specify the number of RegionServers to use. Default: "
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+ NUM_RS_DEFAULT);
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}
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@Override
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protected void processOptions(CommandLine cmd) {
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tableName = TableName.valueOf(cmd.getOptionValue(TABLE_NAME_KEY, TABLE_NAME_DEFAULT));
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sleepTime = Long.parseLong(cmd.getOptionValue(SLEEP_TIME_KEY, SLEEP_TIME_DEFAULT));
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nomapred = cmd.hasOption(NOMAPRED_KEY);
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replicaCount = Integer.parseInt(cmd.getOptionValue(REPLICA_COUNT_KEY, REPLICA_COUNT_DEFAULT));
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primaryTimeout =
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Integer.parseInt(cmd.getOptionValue(PRIMARY_TIMEOUT_KEY, PRIMARY_TIMEOUT_DEFAULT));
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clusterSize = Integer.parseInt(cmd.getOptionValue(NUM_RS_KEY, NUM_RS_DEFAULT));
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LOG.debug(Objects.toStringHelper("Parsed Options")
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.add(TABLE_NAME_KEY, tableName)
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.add(SLEEP_TIME_KEY, sleepTime)
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.add(NOMAPRED_KEY, nomapred)
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.add(REPLICA_COUNT_KEY, replicaCount)
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.add(PRIMARY_TIMEOUT_KEY, primaryTimeout)
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.add(NUM_RS_KEY, clusterSize)
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.toString());
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}
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@Override
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public int runTestFromCommandLine() throws Exception {
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test();
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return 0;
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}
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@Override
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public String getTablename() {
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return tableName.getNameAsString();
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}
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@Override
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protected Set<String> getColumnFamilies() {
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return null;
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}
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/**
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* Modify a table, synchronous. Waiting logic similar to that of {@code admin.rb#alter_status}.
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*/
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private static void modifyTableSync(HBaseAdmin admin, HTableDescriptor desc) throws Exception {
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admin.modifyTable(desc.getTableName(), desc);
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Pair<Integer, Integer> status = new Pair<Integer, Integer>() {{
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setFirst(0);
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setSecond(0);
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}};
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for (int i = 0; status.getFirst() != 0 && i < 500; i++) { // wait up to 500 seconds
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status = admin.getAlterStatus(desc.getTableName());
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if (status.getSecond() != 0) {
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LOG.debug(status.getSecond() - status.getFirst() + "/" + status.getSecond()
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+ " regions updated.");
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Thread.sleep(1 * 1000l);
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} else {
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LOG.debug("All regions updated.");
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}
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}
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if (status.getSecond() != 0) {
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throw new Exception("Failed to update replica count after 500 seconds.");
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}
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}
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/**
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* Set the number of Region replicas.
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*/
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private static void setReplicas(HBaseAdmin admin, TableName table, int replicaCount)
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throws Exception {
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admin.disableTable(table);
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HTableDescriptor desc = admin.getTableDescriptor(table);
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desc.setRegionReplication(replicaCount);
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modifyTableSync(admin, desc);
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admin.enableTable(table);
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}
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public void test() throws Exception {
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int maxIters = 3;
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String mr = nomapred ? "--nomapred" : "";
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String replicas = "--replicas=" + replicaCount;
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// TODO: splits disabled until "phase 2" is complete.
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String splitPolicy = "--splitPolicy=" + DisabledRegionSplitPolicy.class.getName();
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String writeOpts = format("%s %s --table=%s --presplit=16 sequentialWrite 4",
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mr, splitPolicy, tableName);
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String readOpts =
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format("%s --table=%s --latency --sampleRate=0.1 randomRead 4", mr, tableName);
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String replicaReadOpts = format("%s %s", replicas, readOpts);
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ArrayList<TimingResult> resultsWithoutReplica = new ArrayList<TimingResult>(maxIters);
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ArrayList<TimingResult> resultsWithReplica = new ArrayList<TimingResult>(maxIters);
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// create/populate the table, replicas disabled
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LOG.debug("Populating table.");
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new PerfEvalCallable(util.getHBaseAdmin(), writeOpts).call();
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// one last sanity check, then send in the clowns!
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assertEquals("Table must be created with DisabledRegionSplitPolicy. Broken test.",
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DisabledRegionSplitPolicy.class.getName(),
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util.getHBaseAdmin().getTableDescriptor(tableName).getRegionSplitPolicyClassName());
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startMonkey();
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// collect a baseline without region replicas.
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for (int i = 0; i < maxIters; i++) {
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LOG.debug("Launching non-replica job " + (i + 1) + "/" + maxIters);
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resultsWithoutReplica.add(new PerfEvalCallable(util.getHBaseAdmin(), readOpts).call());
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// TODO: sleep to let cluster stabilize, though monkey continues. is it necessary?
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Thread.sleep(5000l);
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}
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// disable monkey, enable region replicas, enable monkey
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cleanUpMonkey("Altering table.");
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LOG.debug("Altering " + tableName + " replica count to " + replicaCount);
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setReplicas(util.getHBaseAdmin(), tableName, replicaCount);
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setUpMonkey();
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startMonkey();
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// run test with region replicas.
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for (int i = 0; i < maxIters; i++) {
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LOG.debug("Launching replica job " + (i + 1) + "/" + maxIters);
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resultsWithReplica.add(new PerfEvalCallable(util.getHBaseAdmin(), replicaReadOpts).call());
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// TODO: sleep to let cluster stabilize, though monkey continues. is it necessary?
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Thread.sleep(5000l);
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}
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DescriptiveStatistics withoutReplicaStats = new DescriptiveStatistics();
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for (TimingResult tr : resultsWithoutReplica) {
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withoutReplicaStats.addValue(tr.elapsedTime);
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}
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DescriptiveStatistics withReplicaStats = new DescriptiveStatistics();
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for (TimingResult tr : resultsWithReplica) {
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withReplicaStats.addValue(tr.elapsedTime);
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}
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LOG.info(Objects.toStringHelper("testName")
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.add("withoutReplicas", resultsWithoutReplica)
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.add("withReplicas", resultsWithReplica)
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.add("withoutReplicasMean", withoutReplicaStats.getMean())
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.add("withReplicasMean", withReplicaStats.getMean())
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.toString());
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assertTrue(
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"Running with region replicas under chaos should be as fast or faster than without. "
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+ "withReplicas.mean: " + withReplicaStats.getMean() + "ms "
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+ "withoutReplicas.mean: " + withoutReplicaStats.getMean() + "ms.",
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withReplicaStats.getMean() <= withoutReplicaStats.getMean());
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}
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public static void main(String[] args) throws Exception {
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Configuration conf = HBaseConfiguration.create();
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IntegrationTestingUtility.setUseDistributedCluster(conf);
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int status = ToolRunner.run(conf, new IntegrationTestRegionReplicaPerf(), args);
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System.exit(status);
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}
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}
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@ -30,7 +30,9 @@ import java.text.SimpleDateFormat;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.Date;
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import java.util.LinkedList;
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import java.util.Map;
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import java.util.Queue;
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import java.util.Random;
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import java.util.TreeMap;
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import java.util.concurrent.Callable;
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@ -39,12 +41,15 @@ import java.util.concurrent.ExecutorService;
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import java.util.concurrent.Executors;
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import java.util.concurrent.Future;
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import com.google.common.base.Objects;
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import com.google.common.util.concurrent.ThreadFactoryBuilder;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.conf.Configured;
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import org.apache.hadoop.fs.FileSystem;
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import org.apache.hadoop.fs.Path;
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import org.apache.hadoop.hbase.client.Consistency;
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import org.apache.hadoop.hbase.client.Durability;
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import org.apache.hadoop.hbase.client.Get;
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import org.apache.hadoop.hbase.client.HBaseAdmin;
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@ -84,7 +89,6 @@ import org.apache.hadoop.util.Tool;
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import org.apache.hadoop.util.ToolRunner;
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import org.codehaus.jackson.map.ObjectMapper;
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import com.google.common.util.concurrent.ThreadFactoryBuilder;
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import com.yammer.metrics.core.Histogram;
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import com.yammer.metrics.stats.UniformSample;
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import com.yammer.metrics.stats.Snapshot;
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@ -99,16 +103,17 @@ import org.htrace.impl.ProbabilitySampler;
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* client that steps through one of a set of hardcoded tests or 'experiments'
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* (e.g. a random reads test, a random writes test, etc.). Pass on the
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* command-line which test to run and how many clients are participating in
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* this experiment. Run <code>java PerformanceEvaluation --help</code> to
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* obtain usage.
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* this experiment. Run {@code PerformanceEvaluation --help} to obtain usage.
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*
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* <p>This class sets up and runs the evaluation programs described in
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* Section 7, <i>Performance Evaluation</i>, of the <a
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* href="http://labs.google.com/papers/bigtable.html">Bigtable</a>
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* paper, pages 8-10.
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*
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* <p>If number of clients > 1, we start up a MapReduce job. Each map task
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* runs an individual client. Each client does about 1GB of data.
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* <p>By default, runs as a mapreduce job where each mapper runs a single test
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* client. Can also run as a non-mapreduce, multithreaded application by
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* specifying {@code --nomapred}. Each client does about 1GB of data, unless
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* specified otherwise.
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*/
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public class PerformanceEvaluation extends Configured implements Tool {
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protected static final Log LOG = LogFactory.getLog(PerformanceEvaluation.class.getName());
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@ -133,28 +138,10 @@ public class PerformanceEvaluation extends Configured implements Tool {
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private static final BigDecimal BYTES_PER_MB = BigDecimal.valueOf(1024 * 1024);
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private static final TestOptions DEFAULT_OPTS = new TestOptions();
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protected Map<String, CmdDescriptor> commands = new TreeMap<String, CmdDescriptor>();
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private static Map<String, CmdDescriptor> COMMANDS = new TreeMap<String, CmdDescriptor>();
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private static final Path PERF_EVAL_DIR = new Path("performance_evaluation");
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/**
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* Enum for map metrics. Keep it out here rather than inside in the Map
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* inner-class so we can find associated properties.
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*/
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protected static enum Counter {
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/** elapsed time */
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ELAPSED_TIME,
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/** number of rows */
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ROWS
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}
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/**
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* Constructor
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* @param conf Configuration object
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*/
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public PerformanceEvaluation(final Configuration conf) {
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super(conf);
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static {
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addCommandDescriptor(RandomReadTest.class, "randomRead",
|
||||
"Run random read test");
|
||||
addCommandDescriptor(RandomSeekScanTest.class, "randomSeekScan",
|
||||
|
|
@ -180,11 +167,29 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
"(make sure to use --rows=20)");
|
||||
}
|
||||
|
||||
protected void addCommandDescriptor(Class<? extends Test> cmdClass,
|
||||
/**
|
||||
* Enum for map metrics. Keep it out here rather than inside in the Map
|
||||
* inner-class so we can find associated properties.
|
||||
*/
|
||||
protected static enum Counter {
|
||||
/** elapsed time */
|
||||
ELAPSED_TIME,
|
||||
/** number of rows */
|
||||
ROWS
|
||||
}
|
||||
|
||||
/**
|
||||
* Constructor
|
||||
* @param conf Configuration object
|
||||
*/
|
||||
public PerformanceEvaluation(final Configuration conf) {
|
||||
super(conf);
|
||||
}
|
||||
|
||||
protected static void addCommandDescriptor(Class<? extends Test> cmdClass,
|
||||
String name, String description) {
|
||||
CmdDescriptor cmdDescriptor =
|
||||
new CmdDescriptor(cmdClass, name, description);
|
||||
commands.put(name, cmdDescriptor);
|
||||
CmdDescriptor cmdDescriptor = new CmdDescriptor(cmdClass, name, description);
|
||||
COMMANDS.put(name, cmdDescriptor);
|
||||
}
|
||||
|
||||
/**
|
||||
|
|
@ -235,10 +240,12 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
protected void map(LongWritable key, Text value, final Context context)
|
||||
throws IOException, InterruptedException {
|
||||
|
||||
Status status = new Status() {
|
||||
@Override
|
||||
public void setStatus(String msg) {
|
||||
context.setStatus(msg);
|
||||
}
|
||||
|
|
@ -260,35 +267,62 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
}
|
||||
|
||||
/*
|
||||
* If table does not already exist, create.
|
||||
* @param c Client to use checking.
|
||||
* @return True if we created the table.
|
||||
* @throws IOException
|
||||
* If table does not already exist, create. Also create a table when
|
||||
* {@code opts.presplitRegions} is specified or when the existing table's
|
||||
* region replica count doesn't match {@code opts.replicas}.
|
||||
*/
|
||||
private static boolean checkTable(HBaseAdmin admin, TestOptions opts) throws IOException {
|
||||
HTableDescriptor tableDescriptor = getTableDescriptor(opts);
|
||||
if (opts.presplitRegions > 0) {
|
||||
// presplit requested
|
||||
if (admin.tableExists(tableDescriptor.getTableName())) {
|
||||
admin.disableTable(tableDescriptor.getTableName());
|
||||
admin.deleteTable(tableDescriptor.getTableName());
|
||||
static boolean checkTable(HBaseAdmin admin, TestOptions opts) throws IOException {
|
||||
TableName tableName = TableName.valueOf(opts.tableName);
|
||||
boolean needsDelete = false, exists = admin.tableExists(tableName);
|
||||
boolean isReadCmd = opts.cmdName.toLowerCase().contains("read")
|
||||
|| opts.cmdName.toLowerCase().contains("scan");
|
||||
if (!exists && isReadCmd) {
|
||||
throw new IllegalStateException(
|
||||
"Must specify an existing table for read commands. Run a write command first.");
|
||||
}
|
||||
HTableDescriptor desc =
|
||||
exists ? admin.getTableDescriptor(TableName.valueOf(opts.tableName)) : null;
|
||||
byte[][] splits = getSplits(opts);
|
||||
|
||||
// recreate the table when user has requested presplit or when existing
|
||||
// {RegionSplitPolicy,replica count} does not match requested.
|
||||
if ((exists && opts.presplitRegions != DEFAULT_OPTS.presplitRegions)
|
||||
|| (!isReadCmd && desc != null && desc.getRegionSplitPolicyClassName() != opts.splitPolicy)
|
||||
|| (!isReadCmd && desc != null && desc.getRegionReplication() != opts.replicas)) {
|
||||
needsDelete = true;
|
||||
// wait, why did it delete my table?!?
|
||||
LOG.debug(Objects.toStringHelper("needsDelete")
|
||||
.add("needsDelete", needsDelete)
|
||||
.add("isReadCmd", isReadCmd)
|
||||
.add("exists", exists)
|
||||
.add("desc", desc)
|
||||
.add("presplit", opts.presplitRegions)
|
||||
.add("splitPolicy", opts.splitPolicy)
|
||||
.add("replicas", opts.replicas));
|
||||
}
|
||||
|
||||
byte[][] splits = getSplits(opts);
|
||||
// remove an existing table
|
||||
if (needsDelete) {
|
||||
if (admin.isTableEnabled(tableName)) {
|
||||
admin.disableTable(tableName);
|
||||
}
|
||||
admin.deleteTable(tableName);
|
||||
}
|
||||
|
||||
// table creation is necessary
|
||||
if (!exists || needsDelete) {
|
||||
desc = getTableDescriptor(opts);
|
||||
if (splits != null) {
|
||||
if (LOG.isDebugEnabled()) {
|
||||
for (int i = 0; i < splits.length; i++) {
|
||||
LOG.debug(" split " + i + ": " + Bytes.toStringBinary(splits[i]));
|
||||
}
|
||||
admin.createTable(tableDescriptor, splits);
|
||||
LOG.info ("Table created with " + opts.presplitRegions + " splits");
|
||||
}
|
||||
else {
|
||||
boolean tableExists = admin.tableExists(tableDescriptor.getTableName());
|
||||
if (!tableExists) {
|
||||
admin.createTable(tableDescriptor);
|
||||
LOG.info("Table " + tableDescriptor + " created");
|
||||
}
|
||||
}
|
||||
return admin.tableExists(tableDescriptor.getTableName());
|
||||
admin.createTable(desc, splits);
|
||||
LOG.info("Table " + desc + " created");
|
||||
}
|
||||
return admin.tableExists(tableName);
|
||||
}
|
||||
|
||||
/**
|
||||
|
|
@ -304,6 +338,12 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
family.setInMemory(true);
|
||||
}
|
||||
desc.addFamily(family);
|
||||
if (opts.replicas != DEFAULT_OPTS.replicas) {
|
||||
desc.setRegionReplication(opts.replicas);
|
||||
}
|
||||
if (opts.splitPolicy != DEFAULT_OPTS.splitPolicy) {
|
||||
desc.setRegionSplitPolicyClassName(opts.splitPolicy);
|
||||
}
|
||||
return desc;
|
||||
}
|
||||
|
||||
|
|
@ -311,8 +351,8 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
* generates splits based on total number of rows and specified split regions
|
||||
*/
|
||||
protected static byte[][] getSplits(TestOptions opts) {
|
||||
if (opts.presplitRegions == 0)
|
||||
return new byte [0][];
|
||||
if (opts.presplitRegions == DEFAULT_OPTS.presplitRegions)
|
||||
return null;
|
||||
|
||||
int numSplitPoints = opts.presplitRegions - 1;
|
||||
byte[][] splits = new byte[numSplitPoints][];
|
||||
|
|
@ -329,8 +369,10 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
* @param cmd Command to run.
|
||||
* @throws IOException
|
||||
*/
|
||||
private void doLocalClients(final Class<? extends Test> cmd, final TestOptions opts)
|
||||
static long doLocalClients(final TestOptions opts, final Configuration conf)
|
||||
throws IOException, InterruptedException {
|
||||
final Class<? extends Test> cmd = determineCommandClass(opts.cmdName);
|
||||
assert cmd != null;
|
||||
Future<Long>[] threads = new Future[opts.numClientThreads];
|
||||
long[] timings = new long[opts.numClientThreads];
|
||||
ExecutorService pool = Executors.newFixedThreadPool(opts.numClientThreads,
|
||||
|
|
@ -342,7 +384,8 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
public Long call() throws Exception {
|
||||
TestOptions threadOpts = new TestOptions(opts);
|
||||
if (threadOpts.startRow == 0) threadOpts.startRow = index * threadOpts.perClientRunRows;
|
||||
long elapsedTime = runOneClient(cmd, getConf(), threadOpts, new Status() {
|
||||
long elapsedTime = runOneClient(cmd, conf, threadOpts, new Status() {
|
||||
@Override
|
||||
public void setStatus(final String msg) throws IOException {
|
||||
LOG.info(msg);
|
||||
}
|
||||
|
|
@ -373,6 +416,7 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
+ "\tMin: " + timings[0] + "ms"
|
||||
+ "\tMax: " + timings[timings.length - 1] + "ms"
|
||||
+ "\tAvg: " + (total / timings.length) + "ms");
|
||||
return total;
|
||||
}
|
||||
|
||||
/*
|
||||
|
|
@ -382,15 +426,16 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
* @param cmd Command to run.
|
||||
* @throws IOException
|
||||
*/
|
||||
private void doMapReduce(final Class<? extends Test> cmd, TestOptions opts) throws IOException,
|
||||
InterruptedException, ClassNotFoundException {
|
||||
Configuration conf = getConf();
|
||||
static Job doMapReduce(TestOptions opts, final Configuration conf)
|
||||
throws IOException, InterruptedException, ClassNotFoundException {
|
||||
final Class<? extends Test> cmd = determineCommandClass(opts.cmdName);
|
||||
assert cmd != null;
|
||||
Path inputDir = writeInputFile(conf, opts);
|
||||
conf.set(EvaluationMapTask.CMD_KEY, cmd.getName());
|
||||
conf.set(EvaluationMapTask.PE_KEY, getClass().getName());
|
||||
conf.set(EvaluationMapTask.PE_KEY, PerformanceEvaluation.class.getName());
|
||||
Job job = new Job(conf);
|
||||
job.setJarByClass(PerformanceEvaluation.class);
|
||||
job.setJobName("HBase Performance Evaluation");
|
||||
job.setJobName("HBase Performance Evaluation - " + opts.cmdName);
|
||||
|
||||
job.setInputFormatClass(NLineInputFormat.class);
|
||||
NLineInputFormat.setInputPaths(job, inputDir);
|
||||
|
|
@ -416,6 +461,7 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
TableMapReduceUtil.initCredentials(job);
|
||||
|
||||
job.waitForCompletion(true);
|
||||
return job;
|
||||
}
|
||||
|
||||
/*
|
||||
|
|
@ -424,7 +470,7 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
* @return Directory that contains file written.
|
||||
* @throws IOException
|
||||
*/
|
||||
private Path writeInputFile(final Configuration c, final TestOptions opts) throws IOException {
|
||||
private static Path writeInputFile(final Configuration c, final TestOptions opts) throws IOException {
|
||||
SimpleDateFormat formatter = new SimpleDateFormat("yyyyMMddHHmmss");
|
||||
Path jobdir = new Path(PERF_EVAL_DIR, formatter.format(new Date()));
|
||||
Path inputDir = new Path(jobdir, "inputs");
|
||||
|
|
@ -491,6 +537,7 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
* This makes tracking all these arguments a little easier.
|
||||
*/
|
||||
static class TestOptions {
|
||||
String cmdName = null;
|
||||
boolean nomapred = false;
|
||||
boolean filterAll = false;
|
||||
int startRow = 0;
|
||||
|
|
@ -511,6 +558,8 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
int multiGet = 0;
|
||||
boolean inMemoryCF = false;
|
||||
int presplitRegions = 0;
|
||||
int replicas = HTableDescriptor.DEFAULT_REGION_REPLICATION;
|
||||
String splitPolicy = null;
|
||||
Compression.Algorithm compression = Compression.Algorithm.NONE;
|
||||
BloomType bloomType = BloomType.ROW;
|
||||
DataBlockEncoding blockEncoding = DataBlockEncoding.NONE;
|
||||
|
|
@ -521,6 +570,7 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
public TestOptions() {}
|
||||
|
||||
public TestOptions(TestOptions that) {
|
||||
this.cmdName = that.cmdName;
|
||||
this.nomapred = that.nomapred;
|
||||
this.startRow = that.startRow;
|
||||
this.size = that.size;
|
||||
|
|
@ -540,6 +590,8 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
this.multiGet = that.multiGet;
|
||||
this.inMemoryCF = that.inMemoryCF;
|
||||
this.presplitRegions = that.presplitRegions;
|
||||
this.replicas = that.replicas;
|
||||
this.splitPolicy = that.splitPolicy;
|
||||
this.compression = that.compression;
|
||||
this.blockEncoding = that.blockEncoding;
|
||||
this.filterAll = that.filterAll;
|
||||
|
|
@ -997,10 +1049,12 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
}
|
||||
|
||||
static class RandomReadTest extends Test {
|
||||
private final Consistency consistency;
|
||||
private ArrayList<Get> gets;
|
||||
|
||||
RandomReadTest(HConnection con, TestOptions options, Status status) {
|
||||
super(con, options, status);
|
||||
consistency = options.replicas == DEFAULT_OPTS.replicas ? null : Consistency.TIMELINE;
|
||||
if (opts.multiGet > 0) {
|
||||
LOG.info("MultiGet enabled. Sending GETs in batches of " + opts.multiGet + ".");
|
||||
this.gets = new ArrayList<Get>(opts.multiGet);
|
||||
|
|
@ -1014,6 +1068,7 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
if (opts.filterAll) {
|
||||
get.setFilter(new FilterAllFilter());
|
||||
}
|
||||
get.setConsistency(consistency);
|
||||
if (LOG.isTraceEnabled()) LOG.trace(get.toString());
|
||||
if (opts.multiGet > 0) {
|
||||
this.gets.add(get);
|
||||
|
|
@ -1313,9 +1368,9 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
if (admin != null) admin.close();
|
||||
}
|
||||
if (opts.nomapred) {
|
||||
doLocalClients(cmd, opts);
|
||||
doLocalClients(opts, getConf());
|
||||
} else {
|
||||
doMapReduce(cmd, opts);
|
||||
doMapReduce(opts, getConf());
|
||||
}
|
||||
}
|
||||
|
||||
|
|
@ -1368,6 +1423,10 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
"'valueSize'; set on read for stats on size: Default: Not set.");
|
||||
System.err.println(" period Report every 'period' rows: " +
|
||||
"Default: opts.perClientRunRows / 10");
|
||||
System.err.println(" multiGet Batch gets together into groups of N. Only supported " +
|
||||
"by randomRead. Default: disabled");
|
||||
System.err.println(" replicas Enable region replica testing. Defaults: 1.");
|
||||
System.err.println(" splitPolicy Specify a custom RegionSplitPolicy for the table.");
|
||||
System.err.println();
|
||||
System.err.println(" Note: -D properties will be applied to the conf used. ");
|
||||
System.err.println(" For example: ");
|
||||
|
|
@ -1375,7 +1434,7 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
System.err.println(" -Dmapreduce.task.timeout=60000");
|
||||
System.err.println();
|
||||
System.err.println("Command:");
|
||||
for (CmdDescriptor command : commands.values()) {
|
||||
for (CmdDescriptor command : COMMANDS.values()) {
|
||||
System.err.println(String.format(" %-15s %s", command.getName(), command.getDescription()));
|
||||
}
|
||||
System.err.println();
|
||||
|
|
@ -1389,40 +1448,20 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
+ " sequentialWrite 1");
|
||||
}
|
||||
|
||||
private static int getNumClients(final int start, final String[] args) {
|
||||
if(start + 1 > args.length) {
|
||||
throw new IllegalArgumentException("must supply the number of clients");
|
||||
}
|
||||
int N = Integer.parseInt(args[start]);
|
||||
if (N < 1) {
|
||||
throw new IllegalArgumentException("Number of clients must be > 1");
|
||||
}
|
||||
return N;
|
||||
}
|
||||
|
||||
public int run(String[] args) throws Exception {
|
||||
// Process command-line args. TODO: Better cmd-line processing
|
||||
// (but hopefully something not as painful as cli options).
|
||||
int errCode = -1;
|
||||
if (args.length < 1) {
|
||||
printUsage();
|
||||
return errCode;
|
||||
}
|
||||
|
||||
try {
|
||||
// MR-NOTE: if you are adding a property that is used to control an operation
|
||||
// like put(), get(), scan(), ... you must also add it as part of the MR
|
||||
// input, take a look at writeInputFile().
|
||||
// Then you must adapt the LINE_PATTERN input regex,
|
||||
// and parse the argument, take a look at PEInputFormat.getSplits().
|
||||
|
||||
/**
|
||||
* Parse options passed in via an arguments array. Assumes that array has been split
|
||||
* on white-space and placed into a {@code Queue}. Any unknown arguments will remain
|
||||
* in the queue at the conclusion of this method call. It's up to the caller to deal
|
||||
* with these unrecognized arguments.
|
||||
*/
|
||||
static TestOptions parseOpts(Queue<String> args) {
|
||||
TestOptions opts = new TestOptions();
|
||||
|
||||
for (int i = 0; i < args.length; i++) {
|
||||
String cmd = args[i];
|
||||
String cmd = null;
|
||||
while ((cmd = args.poll()) != null) {
|
||||
if (cmd.equals("-h") || cmd.startsWith("--h")) {
|
||||
printUsage();
|
||||
errCode = 0;
|
||||
// place item back onto queue so that caller knows parsing was incomplete
|
||||
args.add(cmd);
|
||||
break;
|
||||
}
|
||||
|
||||
|
|
@ -1438,36 +1477,36 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
continue;
|
||||
}
|
||||
|
||||
final String startRow = "--startRow=";
|
||||
if (cmd.startsWith(startRow)) {
|
||||
opts.startRow = Integer.parseInt(cmd.substring(startRow.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String sampleRate = "--sampleRate=";
|
||||
if (cmd.startsWith(sampleRate)) {
|
||||
opts.sampleRate = Float.parseFloat(cmd.substring(sampleRate.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String traceRate = "--traceRate=";
|
||||
if (cmd.startsWith(traceRate)) {
|
||||
opts.traceRate = Double.parseDouble(cmd.substring(traceRate.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String table = "--table=";
|
||||
if (cmd.startsWith(table)) {
|
||||
opts.tableName = cmd.substring(table.length());
|
||||
continue;
|
||||
}
|
||||
|
||||
final String startRow = "--startRow=";
|
||||
if (cmd.startsWith(startRow)) {
|
||||
opts.startRow = Integer.parseInt(cmd.substring(startRow.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String compress = "--compress=";
|
||||
if (cmd.startsWith(compress)) {
|
||||
opts.compression = Compression.Algorithm.valueOf(cmd.substring(compress.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String traceRate = "--traceRate=";
|
||||
if (cmd.startsWith(traceRate)) {
|
||||
opts.traceRate = Double.parseDouble(cmd.substring(traceRate.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String blockEncoding = "--blockEncoding=";
|
||||
if (cmd.startsWith(blockEncoding)) {
|
||||
opts.blockEncoding = DataBlockEncoding.valueOf(cmd.substring(blockEncoding.length()));
|
||||
|
|
@ -1486,18 +1525,6 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
continue;
|
||||
}
|
||||
|
||||
final String autoFlush = "--autoFlush=";
|
||||
if (cmd.startsWith(autoFlush)) {
|
||||
opts.autoFlush = Boolean.parseBoolean(cmd.substring(autoFlush.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String onceCon = "--oneCon=";
|
||||
if (cmd.startsWith(onceCon)) {
|
||||
opts.oneCon = Boolean.parseBoolean(cmd.substring(onceCon.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String presplit = "--presplit=";
|
||||
if (cmd.startsWith(presplit)) {
|
||||
opts.presplitRegions = Integer.parseInt(cmd.substring(presplit.length()));
|
||||
|
|
@ -1510,6 +1537,18 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
continue;
|
||||
}
|
||||
|
||||
final String autoFlush = "--autoFlush=";
|
||||
if (cmd.startsWith(autoFlush)) {
|
||||
opts.autoFlush = Boolean.parseBoolean(cmd.substring(autoFlush.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String onceCon = "--oneCon=";
|
||||
if (cmd.startsWith(onceCon)) {
|
||||
opts.oneCon = Boolean.parseBoolean(cmd.substring(onceCon.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String latency = "--latency";
|
||||
if (cmd.startsWith(latency)) {
|
||||
opts.reportLatency = true;
|
||||
|
|
@ -1534,6 +1573,12 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
continue;
|
||||
}
|
||||
|
||||
final String replicas = "--replicas=";
|
||||
if (cmd.startsWith(replicas)) {
|
||||
opts.replicas = Integer.parseInt(cmd.substring(replicas.length()));
|
||||
continue;
|
||||
}
|
||||
|
||||
final String filterOutAll = "--filterAll";
|
||||
if (cmd.startsWith(filterOutAll)) {
|
||||
opts.filterAll = true;
|
||||
|
|
@ -1546,6 +1591,12 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
continue;
|
||||
}
|
||||
|
||||
final String splitPolicy = "--splitPolicy=";
|
||||
if (cmd.startsWith(splitPolicy)) {
|
||||
opts.splitPolicy = cmd.substring(splitPolicy.length());
|
||||
continue;
|
||||
}
|
||||
|
||||
final String bloomFilter = "--bloomFilter";
|
||||
if (cmd.startsWith(bloomFilter)) {
|
||||
opts.bloomType = BloomType.valueOf(cmd.substring(bloomFilter.length()));
|
||||
|
|
@ -1570,17 +1621,14 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
continue;
|
||||
}
|
||||
|
||||
Class<? extends Test> cmdClass = determineCommandClass(cmd);
|
||||
if (cmdClass != null) {
|
||||
opts.numClientThreads = getNumClients(i + 1, args);
|
||||
if (isCommandClass(cmd)) {
|
||||
opts.cmdName = cmd;
|
||||
opts.numClientThreads = Integer.parseInt(args.remove());
|
||||
int rowsPerGB = ONE_GB / (opts.valueRandom? opts.valueSize/2: opts.valueSize);
|
||||
if (opts.size != DEFAULT_OPTS.size &&
|
||||
opts.perClientRunRows != DEFAULT_OPTS.perClientRunRows) {
|
||||
throw new IllegalArgumentException(rows + " and " + size +
|
||||
" are mutually exclusive arguments.");
|
||||
throw new IllegalArgumentException(rows + " and " + size + " are mutually exclusive arguments.");
|
||||
}
|
||||
// Calculate how many rows per gig. If random value size presume that that half the max
|
||||
// is average row size.
|
||||
int rowsPerGB = ONE_GB / (opts.valueRandom? opts.valueSize/2: opts.valueSize);
|
||||
if (opts.size != DEFAULT_OPTS.size) {
|
||||
// total size in GB specified
|
||||
opts.totalRows = (int) opts.size * rowsPerGB;
|
||||
|
|
@ -1590,14 +1638,44 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
opts.totalRows = opts.perClientRunRows * opts.numClientThreads;
|
||||
opts.size = opts.totalRows / rowsPerGB;
|
||||
}
|
||||
runTest(cmdClass, opts);
|
||||
errCode = 0;
|
||||
break;
|
||||
}
|
||||
}
|
||||
return opts;
|
||||
}
|
||||
|
||||
@Override
|
||||
public int run(String[] args) throws Exception {
|
||||
// Process command-line args. TODO: Better cmd-line processing
|
||||
// (but hopefully something not as painful as cli options).
|
||||
int errCode = -1;
|
||||
if (args.length < 1) {
|
||||
printUsage();
|
||||
break;
|
||||
return errCode;
|
||||
}
|
||||
|
||||
try {
|
||||
LinkedList<String> argv = new LinkedList<String>();
|
||||
argv.addAll(Arrays.asList(args));
|
||||
TestOptions opts = parseOpts(argv);
|
||||
|
||||
// args remainting, print help and exit
|
||||
if (!argv.isEmpty()) {
|
||||
errCode = 0;
|
||||
printUsage();
|
||||
}
|
||||
|
||||
// must run at least 1 client
|
||||
if (opts.numClientThreads <= 0) {
|
||||
throw new IllegalArgumentException("Number of clients must be > 0");
|
||||
}
|
||||
|
||||
Class<? extends Test> cmdClass = determineCommandClass(opts.cmdName);
|
||||
if (cmdClass != null) {
|
||||
runTest(cmdClass, opts);
|
||||
errCode = 0;
|
||||
}
|
||||
|
||||
} catch (Exception e) {
|
||||
e.printStackTrace();
|
||||
}
|
||||
|
|
@ -1605,8 +1683,12 @@ public class PerformanceEvaluation extends Configured implements Tool {
|
|||
return errCode;
|
||||
}
|
||||
|
||||
private Class<? extends Test> determineCommandClass(String cmd) {
|
||||
CmdDescriptor descriptor = commands.get(cmd);
|
||||
private static boolean isCommandClass(String cmd) {
|
||||
return COMMANDS.containsKey(cmd);
|
||||
}
|
||||
|
||||
private static Class<? extends Test> determineCommandClass(String cmd) {
|
||||
CmdDescriptor descriptor = COMMANDS.get(cmd);
|
||||
return descriptor != null ? descriptor.getCmdClass() : null;
|
||||
}
|
||||
|
||||
|
|
|
|||
Loading…
Reference in New Issue