HBASE-14869 Better request latency and size histograms. (Vikas Vishwakarma and Lars Hofhansl)

This commit is contained in:
Lars Hofhansl 2015-12-08 17:02:27 -08:00
parent 2430efc2b2
commit 7bfbb6a3c9
18 changed files with 379 additions and 41 deletions

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@ -139,6 +139,16 @@ public interface MetricsAssertHelper {
*/
long getCounter(String name, BaseSource source);
/**
* Check if a dynamic counter exists.
*
* @param name name of the counter.
* @param source The BaseSource{@link BaseSource} that will provide the tags,
* gauges, and counters.
* @return boolean true id counter metric exists.
*/
boolean checkCounterExists(String name, BaseSource source);
/**
* Get the value of a gauge as a double.
*

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@ -92,15 +92,15 @@ public class MetricsHBaseServerSourceImpl extends BaseSourceImpl
SENT_BYTES_DESC, 0L);
this.receivedBytes = this.getMetricsRegistry().newCounter(RECEIVED_BYTES_NAME,
RECEIVED_BYTES_DESC, 0L);
this.queueCallTime = this.getMetricsRegistry().newHistogram(QUEUE_CALL_TIME_NAME,
this.queueCallTime = this.getMetricsRegistry().newTimeHistogram(QUEUE_CALL_TIME_NAME,
QUEUE_CALL_TIME_DESC);
this.processCallTime = this.getMetricsRegistry().newHistogram(PROCESS_CALL_TIME_NAME,
this.processCallTime = this.getMetricsRegistry().newTimeHistogram(PROCESS_CALL_TIME_NAME,
PROCESS_CALL_TIME_DESC);
this.totalCallTime = this.getMetricsRegistry().newHistogram(TOTAL_CALL_TIME_NAME,
this.totalCallTime = this.getMetricsRegistry().newTimeHistogram(TOTAL_CALL_TIME_NAME,
TOTAL_CALL_TIME_DESC);
this.requestSize = this.getMetricsRegistry().newHistogram(REQUEST_SIZE_NAME,
this.requestSize = this.getMetricsRegistry().newSizeHistogram(REQUEST_SIZE_NAME,
REQUEST_SIZE_DESC);
this.responseSize = this.getMetricsRegistry().newHistogram(RESPONSE_SIZE_NAME,
this.responseSize = this.getMetricsRegistry().newSizeHistogram(RESPONSE_SIZE_NAME,
RESPONSE_SIZE_DESC);
}

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@ -46,8 +46,8 @@ public class MetricsAssignmentManagerSourceImpl extends BaseSourceImpl implement
ritGauge = metricsRegistry.newGauge(RIT_COUNT_NAME, "", 0l);
ritCountOverThresholdGauge = metricsRegistry.newGauge(RIT_COUNT_OVER_THRESHOLD_NAME, "", 0l);
ritOldestAgeGauge = metricsRegistry.newGauge(RIT_OLDEST_AGE_NAME, "", 0l);
assignTimeHisto = metricsRegistry.newHistogram(ASSIGN_TIME_NAME);
bulkAssignTimeHisto = metricsRegistry.newHistogram(BULK_ASSIGN_TIME_NAME);
assignTimeHisto = metricsRegistry.newTimeHistogram(ASSIGN_TIME_NAME);
bulkAssignTimeHisto = metricsRegistry.newTimeHistogram(BULK_ASSIGN_TIME_NAME);
}
@Override

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@ -42,10 +42,12 @@ public class MetricsMasterFilesystemSourceImpl extends BaseSourceImpl implements
@Override
public void init() {
splitSizeHisto = metricsRegistry.newHistogram(SPLIT_SIZE_NAME, SPLIT_SIZE_DESC);
splitTimeHisto = metricsRegistry.newHistogram(SPLIT_TIME_NAME, SPLIT_TIME_DESC);
metaSplitTimeHisto = metricsRegistry.newHistogram(META_SPLIT_TIME_NAME, META_SPLIT_TIME_DESC);
metaSplitSizeHisto = metricsRegistry.newHistogram(META_SPLIT_SIZE_NAME, META_SPLIT_SIZE_DESC);
splitSizeHisto = metricsRegistry.newSizeHistogram(SPLIT_SIZE_NAME, SPLIT_SIZE_DESC);
splitTimeHisto = metricsRegistry.newTimeHistogram(SPLIT_TIME_NAME, SPLIT_TIME_DESC);
metaSplitTimeHisto =
metricsRegistry.newTimeHistogram(META_SPLIT_TIME_NAME, META_SPLIT_TIME_DESC);
metaSplitSizeHisto =
metricsRegistry.newSizeHistogram(META_SPLIT_SIZE_NAME, META_SPLIT_SIZE_DESC);
}
@Override

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@ -41,11 +41,11 @@ public class MetricsSnapshotSourceImpl extends BaseSourceImpl implements Metrics
@Override
public void init() {
snapshotTimeHisto = metricsRegistry.newHistogram(
snapshotTimeHisto = metricsRegistry.newTimeHistogram(
SNAPSHOT_TIME_NAME, SNAPSHOT_TIME_DESC);
snapshotCloneTimeHisto = metricsRegistry.newHistogram(
snapshotCloneTimeHisto = metricsRegistry.newTimeHistogram(
SNAPSHOT_CLONE_TIME_NAME, SNAPSHOT_CLONE_TIME_DESC);
snapshotRestoreTimeHisto = metricsRegistry.newHistogram(
snapshotRestoreTimeHisto = metricsRegistry.newTimeHistogram(
SNAPSHOT_RESTORE_TIME_NAME, SNAPSHOT_RESTORE_TIME_DESC);
}

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@ -42,7 +42,7 @@ public class MetricsBalancerSourceImpl extends BaseSourceImpl implements Metrics
@Override
public void init() {
blanceClusterHisto = metricsRegistry.newHistogram(BALANCE_CLUSTER);
blanceClusterHisto = metricsRegistry.newTimeHistogram(BALANCE_CLUSTER);
miscCount = metricsRegistry.newCounter(MISC_INVOATION_COUNT, "", 0L);
}

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@ -68,26 +68,26 @@ public class MetricsRegionServerSourceImpl
super(metricsName, metricsDescription, metricsContext, metricsJmxContext);
this.rsWrap = rsWrap;
putHisto = getMetricsRegistry().newHistogram(MUTATE_KEY);
putHisto = getMetricsRegistry().newTimeHistogram(MUTATE_KEY);
slowPut = getMetricsRegistry().newCounter(SLOW_MUTATE_KEY, SLOW_MUTATE_DESC, 0L);
deleteHisto = getMetricsRegistry().newHistogram(DELETE_KEY);
deleteHisto = getMetricsRegistry().newTimeHistogram(DELETE_KEY);
slowDelete = getMetricsRegistry().newCounter(SLOW_DELETE_KEY, SLOW_DELETE_DESC, 0L);
getHisto = getMetricsRegistry().newHistogram(GET_KEY);
getHisto = getMetricsRegistry().newTimeHistogram(GET_KEY);
slowGet = getMetricsRegistry().newCounter(SLOW_GET_KEY, SLOW_GET_DESC, 0L);
incrementHisto = getMetricsRegistry().newHistogram(INCREMENT_KEY);
incrementHisto = getMetricsRegistry().newTimeHistogram(INCREMENT_KEY);
slowIncrement = getMetricsRegistry().newCounter(SLOW_INCREMENT_KEY, SLOW_INCREMENT_DESC, 0L);
appendHisto = getMetricsRegistry().newHistogram(APPEND_KEY);
appendHisto = getMetricsRegistry().newTimeHistogram(APPEND_KEY);
slowAppend = getMetricsRegistry().newCounter(SLOW_APPEND_KEY, SLOW_APPEND_DESC, 0L);
replayHisto = getMetricsRegistry().newHistogram(REPLAY_KEY);
scanNextHisto = getMetricsRegistry().newHistogram(SCAN_NEXT_KEY);
replayHisto = getMetricsRegistry().newTimeHistogram(REPLAY_KEY);
scanNextHisto = getMetricsRegistry().newTimeHistogram(SCAN_NEXT_KEY);
splitTimeHisto = getMetricsRegistry().newHistogram(SPLIT_KEY);
flushTimeHisto = getMetricsRegistry().newHistogram(FLUSH_KEY);
splitTimeHisto = getMetricsRegistry().newTimeHistogram(SPLIT_KEY);
flushTimeHisto = getMetricsRegistry().newTimeHistogram(FLUSH_KEY);
splitRequest = getMetricsRegistry().newCounter(SPLIT_REQUEST_KEY, SPLIT_REQUEST_DESC, 0L);
splitSuccess = getMetricsRegistry().newCounter(SPLIT_SUCCESS_KEY, SPLIT_SUCCESS_DESC, 0L);

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@ -92,10 +92,10 @@ public class MetricsRegionSourceImpl implements MetricsRegionSource {
regionAppend = registry.getLongCounter(regionAppendKey, 0L);
regionGetKey = regionNamePrefix + MetricsRegionServerSource.GET_KEY;
regionGet = registry.newHistogram(regionGetKey);
regionGet = registry.newTimeHistogram(regionGetKey);
regionScanNextKey = regionNamePrefix + MetricsRegionServerSource.SCAN_NEXT_KEY;
regionScanNext = registry.newHistogram(regionScanNextKey);
regionScanNext = registry.newTimeHistogram(regionScanNextKey);
hashCode = regionWrapper.getRegionHashCode();
}

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@ -52,11 +52,11 @@ public class MetricsEditsReplaySourceImpl extends BaseSourceImpl implements
@Override
public void init() {
super.init();
replayTimeHisto = metricsRegistry.newHistogram(REPLAY_TIME_NAME, REPLAY_TIME_DESC);
replayBatchSizeHisto = metricsRegistry.newHistogram(REPLAY_BATCH_SIZE_NAME,
replayTimeHisto = metricsRegistry.newTimeHistogram(REPLAY_TIME_NAME, REPLAY_TIME_DESC);
replayBatchSizeHisto = metricsRegistry.newSizeHistogram(REPLAY_BATCH_SIZE_NAME,
REPLAY_BATCH_SIZE_DESC);
replayDataSizeHisto = metricsRegistry
.newHistogram(REPLAY_DATA_SIZE_NAME, REPLAY_DATA_SIZE_DESC);
.newSizeHistogram(REPLAY_DATA_SIZE_NAME, REPLAY_DATA_SIZE_DESC);
}
@Override

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@ -52,12 +52,12 @@ public class MetricsWALSourceImpl extends BaseSourceImpl implements MetricsWALSo
super(metricsName, metricsDescription, metricsContext, metricsJmxContext);
//Create and store the metrics that will be used.
appendTimeHisto = this.getMetricsRegistry().newHistogram(APPEND_TIME, APPEND_TIME_DESC);
appendSizeHisto = this.getMetricsRegistry().newHistogram(APPEND_SIZE, APPEND_SIZE_DESC);
appendTimeHisto = this.getMetricsRegistry().newTimeHistogram(APPEND_TIME, APPEND_TIME_DESC);
appendSizeHisto = this.getMetricsRegistry().newSizeHistogram(APPEND_SIZE, APPEND_SIZE_DESC);
appendCount = this.getMetricsRegistry().newCounter(APPEND_COUNT, APPEND_COUNT_DESC, 0l);
slowAppendCount =
this.getMetricsRegistry().newCounter(SLOW_APPEND_COUNT, SLOW_APPEND_COUNT_DESC, 0l);
syncTimeHisto = this.getMetricsRegistry().newHistogram(SYNC_TIME, SYNC_TIME_DESC);
syncTimeHisto = this.getMetricsRegistry().newTimeHistogram(SYNC_TIME, SYNC_TIME_DESC);
logRollRequested =
this.getMetricsRegistry().newCounter(ROLL_REQUESTED, ROLL_REQUESTED_DESC, 0L);
lowReplicationLogRollRequested = this.getMetricsRegistry()

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@ -51,11 +51,11 @@ public class MetricsThriftServerSourceImpl extends BaseSourceImpl implements
@Override
public void init() {
super.init();
batchGetStat = getMetricsRegistry().newHistogram(BATCH_GET_KEY);
batchMutateStat = getMetricsRegistry().newHistogram(BATCH_MUTATE_KEY);
queueTimeStat = getMetricsRegistry().newHistogram(TIME_IN_QUEUE_KEY);
thriftCallStat = getMetricsRegistry().newHistogram(THRIFT_CALL_KEY);
thriftSlowCallStat = getMetricsRegistry().newHistogram(SLOW_THRIFT_CALL_KEY);
batchGetStat = getMetricsRegistry().newTimeHistogram(BATCH_GET_KEY);
batchMutateStat = getMetricsRegistry().newTimeHistogram(BATCH_MUTATE_KEY);
queueTimeStat = getMetricsRegistry().newTimeHistogram(TIME_IN_QUEUE_KEY);
thriftCallStat = getMetricsRegistry().newTimeHistogram(THRIFT_CALL_KEY);
thriftSlowCallStat = getMetricsRegistry().newTimeHistogram(SLOW_THRIFT_CALL_KEY);
callQueueLenGauge = getMetricsRegistry().getLongGauge(CALL_QUEUE_LEN_KEY, 0);
}

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@ -286,6 +286,46 @@ public class DynamicMetricsRegistry {
return addNewMetricIfAbsent(name, histo, MutableHistogram.class);
}
/**
* Create a new histogram with time range counts.
* @param name Name of the histogram.
* @return A new MutableTimeHistogram
*/
public MutableTimeHistogram newTimeHistogram(String name) {
return newTimeHistogram(name, "");
}
/**
* Create a new histogram with time range counts.
* @param name The name of the histogram
* @param desc The description of the data in the histogram.
* @return A new MutableTimeHistogram
*/
public MutableTimeHistogram newTimeHistogram(String name, String desc) {
MutableTimeHistogram histo = new MutableTimeHistogram(name, desc);
return addNewMetricIfAbsent(name, histo, MutableTimeHistogram.class);
}
/**
* Create a new histogram with size range counts.
* @param name Name of the histogram.
* @return A new MutableSizeHistogram
*/
public MutableSizeHistogram newSizeHistogram(String name) {
return newSizeHistogram(name, "");
}
/**
* Create a new histogram with size range counts.
* @param name The name of the histogram
* @param desc The description of the data in the histogram.
* @return A new MutableSizeHistogram
*/
public MutableSizeHistogram newSizeHistogram(String name, String desc) {
MutableSizeHistogram histo = new MutableSizeHistogram(name, desc);
return addNewMetricIfAbsent(name, histo, MutableSizeHistogram.class);
}
/**
* Create a new MutableQuantile(A more accurate histogram).
* @param name The name of the histogram

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@ -41,8 +41,8 @@ public class MutableHistogram extends MutableMetric implements MetricHistogram {
// Per Cormode et al. an alpha of 0.015 strongly biases to the last 5 minutes
private static final double DEFAULT_ALPHA = 0.015;
private final String name;
private final String desc;
protected final String name;
protected final String desc;
private final Sample sample;
private final AtomicLong min;
private final AtomicLong max;
@ -116,6 +116,11 @@ public class MutableHistogram extends MutableMetric implements MetricHistogram {
public void snapshot(MetricsRecordBuilder metricsRecordBuilder, boolean all) {
if (all || changed()) {
clearChanged();
updateSnapshotMetrics(metricsRecordBuilder);
}
}
public void updateSnapshotMetrics(MetricsRecordBuilder metricsRecordBuilder) {
final Snapshot s = sample.getSnapshot();
metricsRecordBuilder.addCounter(Interns.info(name + NUM_OPS_METRIC_NAME, desc), count.get());
@ -133,5 +138,4 @@ public class MutableHistogram extends MutableMetric implements MetricHistogram {
metricsRecordBuilder.addGauge(Interns.info(name + NINETY_NINETH_PERCENTILE_METRIC_NAME, desc),
s.get99thPercentile());
}
}
}

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@ -0,0 +1,94 @@
/**
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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 org.apache.hadoop.metrics2.lib;
import java.util.concurrent.atomic.AtomicLongArray;
import org.apache.hadoop.hbase.classification.InterfaceAudience;
import org.apache.hadoop.metrics2.MetricsInfo;
import org.apache.hadoop.metrics2.MetricsRecordBuilder;
/**
* Extended histogram implementation with metric range counters.
*/
@InterfaceAudience.Private
public abstract class MutableRangeHistogram extends MutableHistogram {
public MutableRangeHistogram(MetricsInfo info) {
this(info.name(), info.description());
}
public MutableRangeHistogram(String name, String description) {
super(name, description);
}
/**
* Returns the type of range histogram size or time
*/
public abstract String getRangeType();
/**
* Returns the ranges to be counted
*/
public abstract long[] getRange();
/**
* Returns the range counts
*/
public abstract AtomicLongArray getRangeVals();
@Override
public void add(final long val) {
super.add(val);
updateBand(val);
}
private void updateBand(final long val) {
int i;
for (i=0; i<getRange().length && val > getRange()[i]; i++);
getRangeVals().incrementAndGet(i);
}
@Override
public void snapshot(MetricsRecordBuilder metricsRecordBuilder, boolean all) {
if (all || changed()) {
clearChanged();
updateSnapshotMetrics(metricsRecordBuilder);
updateSnapshotRangeMetrics(metricsRecordBuilder);
}
}
public void updateSnapshotRangeMetrics(MetricsRecordBuilder metricsRecordBuilder) {
long prior = 0;
for (int i = 0; i < getRange().length; i++) {
long val = getRangeVals().get(i);
if (val > 0) {
metricsRecordBuilder.addCounter(
Interns.info(name + "_" + getRangeType() + "_" + prior + "-" + getRange()[i], desc), val);
}
prior = getRange()[i];
}
long val = getRangeVals().get(getRange().length);
if (val > 0) {
metricsRecordBuilder.addCounter(
Interns.info(name + "_" + getRangeType() + "_" + getRange()[getRange().length - 1] + "-inf", desc),
getRangeVals().get(getRange().length));
}
}
}

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@ -0,0 +1,57 @@
/**
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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 org.apache.hadoop.metrics2.lib;
import java.util.concurrent.atomic.AtomicLongArray;
import org.apache.hadoop.hbase.classification.InterfaceAudience;
import org.apache.hadoop.metrics2.MetricsInfo;
/**
* Extended histogram implementation with counters for metric size ranges.
*/
@InterfaceAudience.Private
public class MutableSizeHistogram extends MutableRangeHistogram {
private final String rangeType = "SizeRangeCount";
private final long[] ranges = {10,100,1000,10000,100000,1000000,10000000,100000000};
private final AtomicLongArray rangeVals = new AtomicLongArray(getRange().length+1);
public MutableSizeHistogram(MetricsInfo info) {
this(info.name(), info.description());
}
public MutableSizeHistogram(String name, String description) {
super(name, description);
}
@Override
public String getRangeType() {
return rangeType;
}
@Override
public long[] getRange() {
return ranges;
}
@Override
public AtomicLongArray getRangeVals() {
return rangeVals;
}
}

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@ -0,0 +1,58 @@
/**
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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 org.apache.hadoop.metrics2.lib;
import java.util.concurrent.atomic.AtomicLongArray;
import org.apache.hadoop.hbase.classification.InterfaceAudience;
import org.apache.hadoop.metrics2.MetricsInfo;
/**
* Extended histogram implementation with counters for metric time ranges.
*/
@InterfaceAudience.Private
public class MutableTimeHistogram extends MutableRangeHistogram {
private final String rangeType = "TimeRangeCount";
private final long[] ranges =
{ 1, 3, 10, 30, 100, 300, 1000, 3000, 10000, 30000, 60000, 120000, 300000, 600000 };
private final AtomicLongArray rangeVals = new AtomicLongArray(ranges.length+1);
public MutableTimeHistogram(MetricsInfo info) {
this(info.name(), info.description());
}
public MutableTimeHistogram(String name, String description) {
super(name, description);
}
@Override
public String getRangeType() {
return rangeType;
}
@Override
public long[] getRange() {
return ranges;
}
@Override
public AtomicLongArray getRangeVals() {
return rangeVals;
}
}

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@ -204,6 +204,13 @@ public class MetricsAssertHelperImpl implements MetricsAssertHelper {
return counters.get(cName).longValue();
}
@Override
public boolean checkCounterExists(String name, BaseSource source) {
getMetrics(source);
String cName = canonicalizeMetricName(name);
return (counters.get(cName) != null) ? true : false;
}
@Override
public double getGaugeDouble(String name, BaseSource source) {
getMetrics(source);
@ -220,7 +227,6 @@ public class MetricsAssertHelperImpl implements MetricsAssertHelper {
return gauges.get(cName).longValue();
}
private void reset() {
tags.clear();
gauges.clear();

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@ -488,4 +488,71 @@ public class TestRegionServerMetrics {
admin.close();
connection.close();
}
@Test
public void testRangeCountMetrics() throws Exception {
String tableNameString = "testRangeCountMetrics";
final long[] timeranges =
{ 1, 3, 10, 30, 100, 300, 1000, 3000, 10000, 30000, 60000, 120000, 300000, 600000 };
final String timeRangeType = "TimeRangeCount";
final String timeRangeMetricName = "Mutate";
boolean timeRangeCountUpdated = false;
TableName tName = TableName.valueOf(tableNameString);
byte[] cfName = Bytes.toBytes("d");
byte[] row = Bytes.toBytes("rk");
byte[] qualifier = Bytes.toBytes("qual");
byte[] initValue = Bytes.toBytes("Value");
TEST_UTIL.createTable(tName, cfName);
Connection connection = TEST_UTIL.getConnection();
connection.getTable(tName).close(); // wait for the table to come up.
// Do a first put to be sure that the connection is established, meta is there and so on.
Table table = connection.getTable(tName);
Put p = new Put(row);
p.addColumn(cfName, qualifier, initValue);
table.put(p);
// do some puts and gets
for (int i = 0; i < 10; i++) {
table.put(p);
}
Get g = new Get(row);
for (int i = 0; i < 10; i++) {
table.get(g);
}
metricsRegionServer.getRegionServerWrapper().forceRecompute();
// Check some time range counters were updated
long prior = 0;
String dynamicMetricName;
for (int i = 0; i < timeranges.length; i++) {
dynamicMetricName =
timeRangeMetricName + "_" + timeRangeType + "_" + prior + "-" + timeranges[i];
if (metricsHelper.checkCounterExists(dynamicMetricName, serverSource)) {
long count = metricsHelper.getCounter(dynamicMetricName, serverSource);
if (count > 0) {
timeRangeCountUpdated = true;
break;
}
}
prior = timeranges[i];
}
dynamicMetricName =
timeRangeMetricName + "_" + timeRangeType + "_" + timeranges[timeranges.length - 1] + "-inf";
if (metricsHelper.checkCounterExists(dynamicMetricName, serverSource)) {
long count = metricsHelper.getCounter(dynamicMetricName, serverSource);
if (count > 0) {
timeRangeCountUpdated = true;
}
}
assertEquals(true, timeRangeCountUpdated);
table.close();
}
}