HBASE-19722 Meta query statistics metrics source

Signed-off-by: Andrew Purtell <apurtell@apache.org>
(cherry picked from commit 58ccd3dc7e)
This commit is contained in:
Xu Cang 2018-05-31 14:02:26 -07:00 committed by Sean Busbey
parent 47099d1b17
commit d89e5270aa
5 changed files with 791 additions and 0 deletions

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@ -1402,6 +1402,8 @@ public final class HConstants {
public static final String DEFAULT_SNAPSHOT_RESTORE_FAILSAFE_NAME =
"hbase-failsafe-{snapshot.name}-{restore.timestamp}";
public static final String DEFAULT_LOSSY_COUNTING_ERROR_RATE =
"hbase.util.default.lossycounting.errorrate";
public static final String NOT_IMPLEMENTED = "Not implemented";
private HConstants() {

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@ -0,0 +1,335 @@
/**
* 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.hbase.coprocessor;
import java.io.IOException;
import java.nio.charset.StandardCharsets;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.Set;
import java.util.concurrent.ConcurrentHashMap;
import org.apache.hadoop.hbase.Cell;
import org.apache.hadoop.hbase.CoprocessorEnvironment;
import org.apache.hadoop.hbase.TableName;
import org.apache.hadoop.hbase.client.Delete;
import org.apache.hadoop.hbase.client.Durability;
import org.apache.hadoop.hbase.client.Get;
import org.apache.hadoop.hbase.client.Put;
import org.apache.hadoop.hbase.client.Row;
import org.apache.hadoop.hbase.ipc.RpcServer;
import org.apache.hadoop.hbase.metrics.Meter;
import org.apache.hadoop.hbase.metrics.Metric;
import org.apache.hadoop.hbase.metrics.MetricRegistry;
import org.apache.hadoop.hbase.util.LossyCounting;
import org.apache.hadoop.hbase.wal.WALEdit;
import org.apache.yetus.audience.InterfaceAudience;
import org.apache.hbase.thirdparty.com.google.common.collect.ImmutableMap;
/**
* A coprocessor that collects metrics from meta table.
* <p>
* These metrics will be available through the regular Hadoop metrics2 sinks (ganglia, opentsdb,
* etc) as well as JMX output.
* </p>
* @see MetaTableMetrics
*/
@InterfaceAudience.Private
public class MetaTableMetrics implements RegionCoprocessor {
private ExampleRegionObserverMeta observer;
private Map<String, Optional<Metric>> requestsMap;
private RegionCoprocessorEnvironment regionCoprocessorEnv;
private LossyCounting clientMetricsLossyCounting;
private boolean active = false;
enum MetaTableOps {
GET, PUT, DELETE;
}
private ImmutableMap<Class, MetaTableOps> opsNameMap =
ImmutableMap.<Class, MetaTableOps>builder()
.put(Put.class, MetaTableOps.PUT)
.put(Get.class, MetaTableOps.GET)
.put(Delete.class, MetaTableOps.DELETE)
.build();
class ExampleRegionObserverMeta implements RegionCoprocessor, RegionObserver {
@Override
public Optional<RegionObserver> getRegionObserver() {
return Optional.of(this);
}
@Override
public void preGetOp(ObserverContext<RegionCoprocessorEnvironment> e, Get get,
List<Cell> results) throws IOException {
if (!active || !isMetaTableOp(e)) {
return;
}
tableMetricRegisterAndMark(e, get);
clientMetricRegisterAndMark(e);
regionMetricRegisterAndMark(e, get);
opMetricRegisterAndMark(e, get);
opWithClientMetricRegisterAndMark(e, get);
}
@Override
public void prePut(ObserverContext<RegionCoprocessorEnvironment> e, Put put, WALEdit edit,
Durability durability) throws IOException {
if (!active || !isMetaTableOp(e)) {
return;
}
tableMetricRegisterAndMark(e, put);
clientMetricRegisterAndMark(e);
regionMetricRegisterAndMark(e, put);
opMetricRegisterAndMark(e, put);
opWithClientMetricRegisterAndMark(e, put);
}
@Override
public void preDelete(ObserverContext<RegionCoprocessorEnvironment> e, Delete delete,
WALEdit edit, Durability durability) throws IOException {
if (!active || !isMetaTableOp(e)) {
return;
}
tableMetricRegisterAndMark(e, delete);
clientMetricRegisterAndMark(e);
regionMetricRegisterAndMark(e, delete);
opMetricRegisterAndMark(e, delete);
opWithClientMetricRegisterAndMark(e, delete);
}
private void markMeterIfPresent(String requestMeter) {
if (requestMeter.isEmpty()) {
return;
}
Metric metric =
requestsMap.get(requestMeter).isPresent() ? requestsMap.get(requestMeter).get() : null;
if (metric != null) {
((Meter) metric).mark();
}
}
private void registerMeterIfNotPresent(ObserverContext<RegionCoprocessorEnvironment> e,
String requestMeter) {
if (requestMeter.isEmpty()) {
return;
}
if (!requestsMap.containsKey(requestMeter)) {
MetricRegistry registry = regionCoprocessorEnv.getMetricRegistryForRegionServer();
registry.meter(requestMeter);
requestsMap.put(requestMeter, registry.get(requestMeter));
}
}
/**
* Registers and counts lossyCount for Meters that kept by lossy counting.
* By using lossy count to maintain meters, at most 7 / e meters will be kept (e is error rate)
* e.g. when e is 0.02 by default, at most 50 Clients request metrics will be kept
* also, all kept elements have frequency higher than e * N. (N is total count)
* @param e Region coprocessor environment
* @param requestMeter meter to be registered
* @param lossyCounting lossyCounting object for one type of meters.
*/
private void registerLossyCountingMeterIfNotPresent(
ObserverContext<RegionCoprocessorEnvironment> e,
String requestMeter, LossyCounting lossyCounting) {
if (requestMeter.isEmpty()) {
return;
}
Set<String> metersToBeRemoved = lossyCounting.addByOne(requestMeter);
if(!requestsMap.containsKey(requestMeter) && metersToBeRemoved.contains(requestMeter)){
for(String meter: metersToBeRemoved) {
//cleanup requestsMap according swept data from lossy count;
requestsMap.remove(meter);
MetricRegistry registry = regionCoprocessorEnv.getMetricRegistryForRegionServer();
registry.remove(meter);
}
// newly added meter is swept by lossy counting cleanup. No need to put it into requestsMap.
return;
}
if (!requestsMap.containsKey(requestMeter)) {
MetricRegistry registry = regionCoprocessorEnv.getMetricRegistryForRegionServer();
registry.meter(requestMeter);
requestsMap.put(requestMeter, registry.get(requestMeter));
}
}
/**
* Get table name from Ops such as: get, put, delete.
* @param op such as get, put or delete.
*/
private String getTableNameFromOp(Row op) {
String tableName = null;
String tableRowKey = new String(((Row) op).getRow(), StandardCharsets.UTF_8);
if (tableRowKey.isEmpty()) {
return null;
}
tableName = tableRowKey.split(",").length > 0 ? tableRowKey.split(",")[0] : null;
return tableName;
}
/**
* Get regionId from Ops such as: get, put, delete.
* @param op such as get, put or delete.
*/
private String getRegionIdFromOp(Row op) {
String regionId = null;
String tableRowKey = new String(((Row) op).getRow(), StandardCharsets.UTF_8);
if (tableRowKey.isEmpty()) {
return null;
}
regionId = tableRowKey.split(",").length > 2 ? tableRowKey.split(",")[2] : null;
return regionId;
}
private boolean isMetaTableOp(ObserverContext<RegionCoprocessorEnvironment> e) {
return TableName.META_TABLE_NAME.toString()
.equals(new String(e.getEnvironment().getRegionInfo().getTable().getName(),
StandardCharsets.UTF_8));
}
private void clientMetricRegisterAndMark(ObserverContext<RegionCoprocessorEnvironment> e) {
String clientIP = RpcServer.getRemoteIp() != null ? RpcServer.getRemoteIp().toString() : "";
String clientRequestMeter = clientRequestMeterName(clientIP);
registerLossyCountingMeterIfNotPresent(e, clientRequestMeter, clientMetricsLossyCounting);
markMeterIfPresent(clientRequestMeter);
}
private void tableMetricRegisterAndMark(ObserverContext<RegionCoprocessorEnvironment> e,
Row op) {
// Mark the meta table meter whenever the coprocessor is called
String tableName = getTableNameFromOp(op);
String tableRequestMeter = tableMeterName(tableName);
registerMeterIfNotPresent(e, tableRequestMeter);
markMeterIfPresent(tableRequestMeter);
}
private void regionMetricRegisterAndMark(ObserverContext<RegionCoprocessorEnvironment> e,
Row op) {
// Mark the meta table meter whenever the coprocessor is called
String regionId = getRegionIdFromOp(op);
String regionRequestMeter = regionMeterName(regionId);
registerMeterIfNotPresent(e, regionRequestMeter);
markMeterIfPresent(regionRequestMeter);
}
private void opMetricRegisterAndMark(ObserverContext<RegionCoprocessorEnvironment> e,
Row op) {
String opMeterName = opMeterName(op);
registerMeterIfNotPresent(e, opMeterName);
markMeterIfPresent(opMeterName);
}
private void opWithClientMetricRegisterAndMark(ObserverContext<RegionCoprocessorEnvironment> e,
Object op) {
String opWithClientMeterName = opWithClientMeterName(op);
registerMeterIfNotPresent(e, opWithClientMeterName);
markMeterIfPresent(opWithClientMeterName);
}
private String opWithClientMeterName(Object op) {
String clientIP = RpcServer.getRemoteIp() != null ? RpcServer.getRemoteIp().toString() : "";
if (clientIP.isEmpty()) {
return "";
}
MetaTableOps ops = opsNameMap.get(op.getClass());
String opWithClientMeterName = "";
switch (ops) {
case GET:
opWithClientMeterName = String.format("MetaTable_client_%s_get_request", clientIP);
break;
case PUT:
opWithClientMeterName = String.format("MetaTable_client_%s_put_request", clientIP);
break;
case DELETE:
opWithClientMeterName = String.format("MetaTable_client_%s_delete_request", clientIP);
break;
default:
break;
}
return opWithClientMeterName;
}
private String opMeterName(Object op) {
MetaTableOps ops = opsNameMap.get(op.getClass());
String opMeterName = "";
switch (ops) {
case GET:
opMeterName = "MetaTable_get_request";
break;
case PUT:
opMeterName = "MetaTable_put_request";
break;
case DELETE:
opMeterName = "MetaTable_delete_request";
break;
default:
break;
}
return opMeterName;
}
private String tableMeterName(String tableName) {
return String.format("MetaTable_table_%s_request", tableName);
}
private String clientRequestMeterName(String clientIP) {
if (clientIP.isEmpty()) {
return "";
}
return String.format("MetaTable_client_%s_request", clientIP);
}
private String regionMeterName(String regionId) {
return String.format("MetaTable_region_%s_request", regionId);
}
}
@Override
public Optional<RegionObserver> getRegionObserver() {
return Optional.of(observer);
}
@Override
public void start(CoprocessorEnvironment env) throws IOException {
if (env instanceof RegionCoprocessorEnvironment
&& ((RegionCoprocessorEnvironment) env).getRegionInfo().getTable() != null
&& ((RegionCoprocessorEnvironment) env).getRegionInfo().getTable().getName() != null
&& new String(((RegionCoprocessorEnvironment) env).getRegionInfo().getTable().getName(),
StandardCharsets.UTF_8).equals(TableName.META_TABLE_NAME.toString())) {
regionCoprocessorEnv = (RegionCoprocessorEnvironment) env;
observer = new ExampleRegionObserverMeta();
requestsMap = new ConcurrentHashMap<>();
clientMetricsLossyCounting = new LossyCounting();
// only be active mode when this region holds meta table.
active = true;
} else {
observer = new ExampleRegionObserverMeta();
}
}
@Override
public void stop(CoprocessorEnvironment e) throws IOException {
// since meta region can move around, clear stale metrics when stop.
for (String meterName : requestsMap.keySet()) {
MetricRegistry registry = regionCoprocessorEnv.getMetricRegistryForRegionServer();
registry.remove(meterName);
}
}
}

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@ -0,0 +1,135 @@
/**
*
* 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.hbase.util;
import java.util.HashSet;
import java.util.Map;
import java.util.Set;
import java.util.concurrent.ConcurrentHashMap;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.HConstants;
import org.apache.yetus.audience.InterfaceAudience;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* LossyCounting utility, bounded data structure that maintains approximate high frequency
* elements in data stream.
*
* Bucket size is 1 / error rate. (Error rate is 0.02 by default)
* Lemma If element does not appear in set, then is frequency is less than e * N
* (N is total element counts until now.)
* Based on paper:
* http://www.vldb.org/conf/2002/S10P03.pdf
*/
@InterfaceAudience.Public
public class LossyCounting {
private static final Logger LOG = LoggerFactory.getLogger(LossyCounting.class);
private long bucketSize;
private long currentTerm;
private double errorRate;
private Map<String, Integer> data;
private long totalDataCount;
public LossyCounting(double errorRate) {
this.errorRate = errorRate;
if (errorRate < 0.0 || errorRate > 1.0) {
throw new IllegalArgumentException(" Lossy Counting error rate should be within range [0,1]");
}
this.bucketSize = (long) Math.ceil(1 / errorRate);
this.currentTerm = 1;
this.totalDataCount = 0;
this.errorRate = errorRate;
this.data = new ConcurrentHashMap<>();
calculateCurrentTerm();
}
public LossyCounting() {
Configuration conf = HBaseConfiguration.create();
this.errorRate = conf.getDouble(HConstants.DEFAULT_LOSSY_COUNTING_ERROR_RATE, 0.02);
this.bucketSize = (long) Math.ceil(1.0 / errorRate);
this.currentTerm = 1;
this.totalDataCount = 0;
this.data = new ConcurrentHashMap<>();
calculateCurrentTerm();
}
public Set<String> addByOne(String key) {
if(data.containsKey(key)) {
data.put(key, data.get(key) +1);
} else {
data.put(key, 1);
}
totalDataCount++;
calculateCurrentTerm();
Set<String> dataToBeSwept = new HashSet<>();
if(totalDataCount % bucketSize == 0) {
dataToBeSwept = sweep();
}
return dataToBeSwept;
}
/**
* sweep low frequency data
* @return Names of elements got swept
*/
private Set<String> sweep() {
Set<String> dataToBeSwept = new HashSet<>();
for(Map.Entry<String, Integer> entry : data.entrySet()) {
if(entry.getValue() + errorRate < currentTerm) {
dataToBeSwept.add(entry.getKey());
}
}
for(String key : dataToBeSwept) {
data.remove(key);
}
LOG.debug(String.format("Swept %d of elements.", dataToBeSwept.size()));
return dataToBeSwept;
}
/**
* Calculate and set current term
*/
private void calculateCurrentTerm() {
this.currentTerm = (int) Math.ceil(1.0 * totalDataCount / bucketSize);
}
public long getBuketSize(){
return bucketSize;
}
public long getDataSize() {
return data.size();
}
public boolean contains(String key) {
return data.containsKey(key);
}
public long getCurrentTerm() {
return currentTerm;
}
}

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@ -0,0 +1,231 @@
/**
* 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.hbase.coprocessor;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertNotNull;
import java.io.IOException;
import java.util.ArrayList;
import java.util.HashSet;
import java.util.Hashtable;
import java.util.Iterator;
import java.util.List;
import java.util.Random;
import java.util.Set;
import javax.management.MBeanAttributeInfo;
import javax.management.MBeanInfo;
import javax.management.MBeanServerConnection;
import javax.management.ObjectInstance;
import javax.management.ObjectName;
import javax.management.remote.JMXConnector;
import javax.management.remote.JMXConnectorFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HBaseClassTestRule;
import org.apache.hadoop.hbase.HBaseTestingUtility;
import org.apache.hadoop.hbase.JMXListener;
import org.apache.hadoop.hbase.TableName;
import org.apache.hadoop.hbase.client.ColumnFamilyDescriptor;
import org.apache.hadoop.hbase.client.ColumnFamilyDescriptorBuilder;
import org.apache.hadoop.hbase.client.Put;
import org.apache.hadoop.hbase.client.Table;
import org.apache.hadoop.hbase.client.TableDescriptorBuilder;
import org.apache.hadoop.hbase.testclassification.CoprocessorTests;
import org.apache.hadoop.hbase.testclassification.MediumTests;
import org.apache.hadoop.hbase.util.Bytes;
import org.apache.hadoop.hbase.util.Threads;
import org.junit.AfterClass;
import org.junit.BeforeClass;
import org.junit.ClassRule;
import org.junit.Test;
import org.junit.experimental.categories.Category;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
@Category({ CoprocessorTests.class, MediumTests.class })
public class TestMetaTableMetrics {
@ClassRule
public static final HBaseClassTestRule CLASS_RULE =
HBaseClassTestRule.forClass(TestMetaTableMetrics.class);
private static final Logger LOG = LoggerFactory.getLogger(TestMetaTableMetrics.class);
private static final HBaseTestingUtility UTIL = new HBaseTestingUtility();
private static final TableName NAME1 = TableName.valueOf("TestExampleMetaTableMetricsOne");
private static final byte[] FAMILY = Bytes.toBytes("f");
private static final byte[] QUALIFIER = Bytes.toBytes("q");
private static final ColumnFamilyDescriptor CFD =
ColumnFamilyDescriptorBuilder.newBuilder(FAMILY).build();
private static final int NUM_ROWS = 5;
private static final String value = "foo";
private static Configuration conf = null;
private static int connectorPort = 61120;
@BeforeClass
public static void setupBeforeClass() throws Exception {
conf = UTIL.getConfiguration();
// Set system coprocessor so it can be applied to meta regions
UTIL.getConfiguration().set("hbase.coprocessor.region.classes",
MetaTableMetrics.class.getName());
conf.set(CoprocessorHost.REGIONSERVER_COPROCESSOR_CONF_KEY, JMXListener.class.getName());
Random rand = new Random();
for (int i = 0; i < 10; i++) {
do {
int sign = i % 2 == 0 ? 1 : -1;
connectorPort += sign * rand.nextInt(100);
} while (!HBaseTestingUtility.available(connectorPort));
try {
conf.setInt("regionserver.rmi.registry.port", connectorPort);
UTIL.startMiniCluster(1);
break;
} catch (Exception e) {
LOG.debug("Encountered exception when starting cluster. Trying port " + connectorPort, e);
try {
// this is to avoid "IllegalStateException: A mini-cluster is already running"
UTIL.shutdownMiniCluster();
} catch (Exception ex) {
LOG.debug("Encountered exception shutting down cluster", ex);
}
}
}
UTIL.getAdmin()
.createTable(TableDescriptorBuilder.newBuilder(NAME1)
.setColumnFamily(CFD)
.build());
}
@AfterClass
public static void tearDown() throws Exception {
UTIL.shutdownMiniCluster();
}
private void writeData(Table t) throws IOException {
List<Put> puts = new ArrayList<>(NUM_ROWS);
for (int i = 0; i < NUM_ROWS; i++) {
Put p = new Put(Bytes.toBytes(i + 1));
p.addColumn(FAMILY, QUALIFIER, Bytes.toBytes(value));
puts.add(p);
}
t.put(puts);
}
private Set<String> readJmxMetricsWithRetry() throws IOException {
final int count = 0;
for (int i = 0; i < 10; i++) {
Set<String> metrics = readJmxMetrics();
if (metrics != null) {
return metrics;
}
LOG.warn("Failed to get jmxmetrics... sleeping, retrying; " + i + " of " + count + " times");
Threads.sleep(1000);
}
return null;
}
/**
* Read the attributes from Hadoop->HBase->RegionServer->MetaTableMetrics in JMX
* @throws IOException when fails to retrieve jmx metrics.
*/
// this method comes from this class: TestStochasticBalancerJmxMetrics with minor modifications.
private Set<String> readJmxMetrics() throws IOException {
JMXConnector connector = null;
ObjectName target = null;
MBeanServerConnection mb = null;
try {
connector =
JMXConnectorFactory.connect(JMXListener.buildJMXServiceURL(connectorPort, connectorPort));
mb = connector.getMBeanServerConnection();
@SuppressWarnings("JdkObsolete")
Hashtable<String, String> pairs = new Hashtable<>();
pairs.put("service", "HBase");
pairs.put("name", "RegionServer");
pairs.put("sub",
"Coprocessor.Region.CP_org.apache.hadoop.hbase.coprocessor"
+ ".MetaTableMetrics");
target = new ObjectName("Hadoop", pairs);
MBeanInfo beanInfo = mb.getMBeanInfo(target);
Set<String> existingAttrs = new HashSet<>();
for (MBeanAttributeInfo attrInfo : beanInfo.getAttributes()) {
existingAttrs.add(attrInfo.getName());
}
return existingAttrs;
} catch (Exception e) {
LOG.warn("Failed to get bean." + target, e);
if (mb != null) {
Set<ObjectInstance> instances = mb.queryMBeans(null, null);
Iterator<ObjectInstance> iterator = instances.iterator();
LOG.warn("MBean Found:");
while (iterator.hasNext()) {
ObjectInstance instance = iterator.next();
LOG.warn("Class Name: " + instance.getClassName());
LOG.warn("Object Name: " + instance.getObjectName());
}
}
} finally {
if (connector != null) {
try {
connector.close();
} catch (Exception e) {
e.printStackTrace();
}
}
}
return null;
}
// verifies meta table metrics exist from jmx
// for one table, there should be 5 MetaTable_table_<TableName> metrics.
// such as:
// [Time-limited test] example.TestMetaTableMetrics(204): ==
// MetaTable_table_TestExampleMetaTableMetricsOne_request_count
// [Time-limited test] example.TestMetaTableMetrics(204): ==
// MetaTable_table_TestExampleMetaTableMetricsOne_request_mean_rate
// [Time-limited test] example.TestMetaTableMetrics(204): ==
// MetaTable_table_TestExampleMetaTableMetricsOne_request_1min_rate
// [Time-limited test] example.TestMetaTableMetrics(204): ==
// MetaTable_table_TestExampleMetaTableMetricsOne_request_5min_rate
// [Time-limited test] example.TestMetaTableMetrics(204): ==
// MetaTable_table_TestExampleMetaTableMetricsOne_request_15min_rate
@Test
public void test() throws IOException, InterruptedException {
try (Table t = UTIL.getConnection().getTable(NAME1)) {
writeData(t);
// Flush the data
UTIL.flush(NAME1);
// Issue a compaction
UTIL.compact(NAME1, true);
Thread.sleep(2000);
}
Set<String> jmxMetrics = readJmxMetricsWithRetry();
assertNotNull(jmxMetrics);
long name1TableMetricsCount =
jmxMetrics.stream().filter(metric -> metric.contains("MetaTable_table_" + NAME1)).count();
assertEquals(5L, name1TableMetricsCount);
String putWithClientMetricNameRegex = "MetaTable_client_.+_put_request.*";
long putWithClientMetricsCount =
jmxMetrics.stream().filter(metric -> metric.matches(putWithClientMetricNameRegex))
.count();
assertEquals(5L, putWithClientMetricsCount);
}
}

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@ -0,0 +1,88 @@
/**
*
* 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.hbase.util;
import static org.junit.Assert.assertEquals;
import org.apache.hadoop.hbase.HBaseClassTestRule;
import org.apache.hadoop.hbase.testclassification.MiscTests;
import org.apache.hadoop.hbase.testclassification.SmallTests;
import org.junit.ClassRule;
import org.junit.Test;
import org.junit.experimental.categories.Category;
@Category({MiscTests.class, SmallTests.class})
public class TestLossyCounting {
@ClassRule
public static final HBaseClassTestRule CLASS_RULE =
HBaseClassTestRule.forClass(TestLossyCounting.class);
@Test
public void testBucketSize() {
LossyCounting lossyCounting = new LossyCounting(0.01);
assertEquals(100L, lossyCounting.getBuketSize());
LossyCounting lossyCounting2 = new LossyCounting();
assertEquals(50L, lossyCounting2.getBuketSize());
}
@Test
public void testAddByOne() {
LossyCounting lossyCounting = new LossyCounting(0.01);
for(int i = 0; i < 100; i++){
String key = "" + i;
lossyCounting.addByOne(key);
}
assertEquals(100L, lossyCounting.getDataSize());
for(int i = 0; i < 100; i++){
String key = "" + i;
assertEquals(true, lossyCounting.contains(key));
}
}
@Test
public void testSweep1() {
LossyCounting lossyCounting = new LossyCounting(0.01);
for(int i = 0; i < 400; i++){
String key = "" + i;
lossyCounting.addByOne(key);
}
assertEquals(4L, lossyCounting.getCurrentTerm());
assertEquals(0L, lossyCounting.getDataSize());
}
@Test
public void testSweep2() {
LossyCounting lossyCounting = new LossyCounting(0.1);
for(int i = 0; i < 10; i++){
String key = "" + i;
lossyCounting.addByOne(key);
}
assertEquals(10L, lossyCounting.getDataSize());
for(int i = 0; i < 10; i++){
String key = "1";
lossyCounting.addByOne(key);
}
assertEquals(1L, lossyCounting.getDataSize());
}
}