Apache
/
hbase
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

HBASE-21991: Fix MetaMetrics issues - [Race condition, Faulty remove logic], few improvements 

Signed-off-by: Xu Cang <xucang@apache.org>
This commit is contained in:
Sakthi 2019-03-19 17:16:23 -07:00 committed by Xu Cang
parent 953e0f5f77
commit 1366f5cb6a
No known key found for this signature in database
GPG Key ID: 8E6C8FEDCA866394
4 changed files with 189 additions and 68 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

136
hbase-server/src/main/java/org/apache/hadoop/hbase/coprocessor/MetaTableMetrics.java
View File

@ -35,12 +35,14 @@ import org.apache.hadoop.hbase.util.LossyCounting;
import com.google.common.base.Optional;
import 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
*/
@ -48,8 +50,8 @@ import com.google.common.collect.ImmutableMap;
public class MetaTableMetrics extends BaseRegionObserver {
private Map<String, Optional<Metric>> requestsMap;
private RegionCoprocessorEnvironment regionCoprocessorEnv;
private LossyCounting clientMetricsLossyCounting;
private MetricRegistry registry;
private LossyCounting clientMetricsLossyCounting, regionMetricsLossyCounting;
private boolean active = false;
enum MetaTableOps {
@ -57,11 +59,8 @@ public class MetaTableMetrics extends BaseRegionObserver {
}
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();
ImmutableMap.<Class, MetaTableOps>builder().put(Put.class, MetaTableOps.PUT)
.put(Get.class, MetaTableOps.GET).put(Delete.class, MetaTableOps.DELETE).build();
@Override
public void preGetOp(ObserverContext<RegionCoprocessorEnvironment> e, Get get, List<Cell> results)
@ -85,11 +84,11 @@ public class MetaTableMetrics extends BaseRegionObserver {
if (!active || !isMetaTableOp(e)) {
return;
}
tableMetricRegisterAndMark(e, row);
clientMetricRegisterAndMark(e);
regionMetricRegisterAndMark(e, row);
opMetricRegisterAndMark(e, row);
opWithClientMetricRegisterAndMark(e, row);
tableMetricRegisterAndMark(row);
clientMetricRegisterAndMark();
regionMetricRegisterAndMark(row);
opMetricRegisterAndMark(row);
opWithClientMetricRegisterAndMark(row);
}
private void markMeterIfPresent(String requestMeter) {
@ -97,19 +96,18 @@ public class MetaTableMetrics extends BaseRegionObserver {
return;
}
if (requestsMap.containsKey(requestMeter) && requestsMap.get(requestMeter).isPresent()) {
Meter metric = (Meter) requestsMap.get(requestMeter).get();
Optional<Metric> optionalMetric = requestsMap.get(requestMeter);
if (optionalMetric != null && optionalMetric.isPresent()) {
Meter metric = (Meter) optionalMetric.get();
metric.mark();
}
}
private void registerMeterIfNotPresent(ObserverContext<RegionCoprocessorEnvironment> e,
String requestMeter) {
private void registerMeterIfNotPresent(String requestMeter) {
if (requestMeter.isEmpty()) {
return;
}
if (!requestsMap.containsKey(requestMeter)) {
MetricRegistry registry = regionCoprocessorEnv.getMetricRegistryForRegionServer();
registry.meter(requestMeter);
requestsMap.put(requestMeter, registry.get(requestMeter));
}
@ -119,38 +117,43 @@ public class MetaTableMetrics extends BaseRegionObserver {
* 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 350 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
* also, all kept elements have frequency higher than e * N. (N is total count)
*
* @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) {
private void registerLossyCountingMeterIfNotPresent(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;
synchronized (lossyCounting) {
Set<String> metersToBeRemoved = lossyCounting.addByOne(requestMeter);
boolean isNewMeter = !requestsMap.containsKey(requestMeter);
boolean requestMeterRemoved = metersToBeRemoved.contains(requestMeter);
if (isNewMeter) {
if (requestMeterRemoved) {
// if the new metric is swept off by lossyCounting then don't add in the map
metersToBeRemoved.remove(requestMeter);
} else {
// else register the new metric and add in the map
registry.meter(requestMeter);
requestsMap.put(requestMeter, registry.get(requestMeter));
}
}
for (String meter : metersToBeRemoved) {
//cleanup requestsMap according to the 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) {
@ -165,7 +168,8 @@ public class MetaTableMetrics extends BaseRegionObserver {
/**
* Get regionId from Ops such as: get, put, delete.
* @param op such as get, put or delete.
*
* @param op such as get, put or delete.
*/
private String getRegionIdFromOp(Row op) {
String regionId = null;
@ -181,47 +185,60 @@ public class MetaTableMetrics extends BaseRegionObserver {
return TableName.META_TABLE_NAME.equals(e.getEnvironment().getRegionInfo().getTable());
}
private void clientMetricRegisterAndMark(ObserverContext<RegionCoprocessorEnvironment> e) {
private void clientMetricRegisterAndMark() {
// Mark client metric
String clientIP = RpcServer.getRemoteIp() != null ? RpcServer.getRemoteIp().toString() : "";
if (clientIP == null || clientIP.isEmpty()) {
return;
}
String clientRequestMeter = clientRequestMeterName(clientIP);
registerLossyCountingMeterIfNotPresent(e, clientRequestMeter, clientMetricsLossyCounting);
registerLossyCountingMeterIfNotPresent(clientRequestMeter, clientMetricsLossyCounting);
markMeterIfPresent(clientRequestMeter);
}
private void tableMetricRegisterAndMark(ObserverContext<RegionCoprocessorEnvironment> e, Row op) {
private void tableMetricRegisterAndMark(Row op) {
// Mark table metric
String tableName = getTableNameFromOp(op);
if (tableName == null || tableName.isEmpty()) {
return;
}
String tableRequestMeter = tableMeterName(tableName);
registerAndMarkMeterIfNotPresent(e, tableRequestMeter);
registerAndMarkMeterIfNotPresent(tableRequestMeter);
}
private void regionMetricRegisterAndMark(ObserverContext<RegionCoprocessorEnvironment> e,
Row op) {
private void regionMetricRegisterAndMark(Row op) {
// Mark region metric
String regionId = getRegionIdFromOp(op);
if (regionId == null || regionId.isEmpty()) {
return;
}
String regionRequestMeter = regionMeterName(regionId);
registerAndMarkMeterIfNotPresent(e, regionRequestMeter);
registerLossyCountingMeterIfNotPresent(regionRequestMeter, regionMetricsLossyCounting);
markMeterIfPresent(regionRequestMeter);
}
private void opMetricRegisterAndMark(ObserverContext<RegionCoprocessorEnvironment> e, Row op) {
private void opMetricRegisterAndMark(Row op) {
// Mark access type ["get", "put", "delete"] metric
String opMeterName = opMeterName(op);
registerAndMarkMeterIfNotPresent(e, opMeterName);
if (opMeterName == null || opMeterName.isEmpty()) {
return;
}
registerAndMarkMeterIfNotPresent(opMeterName);
}
private void opWithClientMetricRegisterAndMark(ObserverContext<RegionCoprocessorEnvironment> e,
Object op) {
// // Mark client + access type metric
private void opWithClientMetricRegisterAndMark(Object op) {
// Mark client + access type metric
String opWithClientMeterName = opWithClientMeterName(op);
registerAndMarkMeterIfNotPresent(e, opWithClientMeterName);
if (opWithClientMeterName == null || opWithClientMeterName.isEmpty()) {
return;
}
registerAndMarkMeterIfNotPresent(opWithClientMeterName);
}
// Helper function to register and mark meter if not present
private void registerAndMarkMeterIfNotPresent(ObserverContext<RegionCoprocessorEnvironment> e,
String name) {
registerMeterIfNotPresent(e, name);
private void registerAndMarkMeterIfNotPresent(String name) {
registerMeterIfNotPresent(name);
markMeterIfPresent(name);
}
@ -278,12 +295,12 @@ public class MetaTableMetrics extends BaseRegionObserver {
if (clientIP.isEmpty()) {
return "";
}
return String.format("MetaTable_client_%s_request", clientIP);
return String.format("MetaTable_client_%s_lossy_request", clientIP);
}
private String regionMeterName(String regionId) {
// Extract meter name containing the region ID
return String.format("MetaTable_region_%s_request", regionId);
return String.format("MetaTable_region_%s_lossy_request", regionId);
}
@Override
@ -291,10 +308,12 @@ public class MetaTableMetrics extends BaseRegionObserver {
if (env instanceof RegionCoprocessorEnvironment
&& ((RegionCoprocessorEnvironment) env).getRegionInfo().getTable() != null
&& ((RegionCoprocessorEnvironment) env).getRegionInfo().getTable()
.equals(TableName.META_TABLE_NAME)) {
regionCoprocessorEnv = (RegionCoprocessorEnvironment) env;
.equals(TableName.META_TABLE_NAME)) {
RegionCoprocessorEnvironment regionCoprocessorEnv = (RegionCoprocessorEnvironment) env;
registry = regionCoprocessorEnv.getMetricRegistryForRegionServer();
requestsMap = new ConcurrentHashMap<>();
clientMetricsLossyCounting = new LossyCounting();
clientMetricsLossyCounting = new LossyCounting("clientMetaMetrics");
regionMetricsLossyCounting = new LossyCounting("regionMetaMetrics");
// only be active mode when this region holds meta table.
active = true;
}
@ -304,7 +323,6 @@ public class MetaTableMetrics extends BaseRegionObserver {
public void stop(CoprocessorEnvironment env) throws IOException {
// since meta region can move around, clear stale metrics when stop.
if (requestsMap != null) {
MetricRegistry registry = regionCoprocessorEnv.getMetricRegistryForRegionServer();
for (String meterName : requestsMap.keySet()) {
registry.remove(meterName);
}

11
hbase-server/src/main/java/org/apache/hadoop/hbase/util/LossyCounting.java
View File

@ -50,9 +50,11 @@ public class LossyCounting {
private double errorRate;
private Map<String, Integer> data;
private long totalDataCount;
private String name;
public LossyCounting(double errorRate) {
public LossyCounting(double errorRate, String name) {
this.errorRate = errorRate;
this.name = name;
if (errorRate < 0.0 || errorRate > 1.0) {
throw new IllegalArgumentException(" Lossy Counting error rate should be within range [0,1]");
}
@ -63,8 +65,9 @@ public class LossyCounting {
calculateCurrentTerm();
}
public LossyCounting() {
this(HBaseConfiguration.create().getDouble(HConstants.DEFAULT_LOSSY_COUNTING_ERROR_RATE, 0.02));
public LossyCounting(String name) {
this(HBaseConfiguration.create().getDouble(HConstants.DEFAULT_LOSSY_COUNTING_ERROR_RATE, 0.02),
name);
}
public Set<String> addByOne(String key) {
@ -95,7 +98,7 @@ public class LossyCounting {
for(String key : dataToBeSwept) {
data.remove(key);
}
LOG.debug(String.format("Swept %d elements.", dataToBeSwept.size()));
LOG.trace(String.format("%s swept %d elements.", name, dataToBeSwept.size()));
return dataToBeSwept;
}

100
hbase-server/src/test/java/org/apache/hadoop/hbase/coprocessor/TestMetaTableMetrics.java
View File

@ -13,6 +13,8 @@ package org.apache.hadoop.hbase.coprocessor;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertNotNull;
import static org.junit.Assert.assertTrue;
import static org.junit.Assert.fail;
import java.io.IOException;
import java.util.ArrayList;
@ -35,6 +37,7 @@ import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HBaseTestingUtility;
import org.apache.hadoop.hbase.JMXListener;
import org.apache.hadoop.hbase.TableName;
import org.apache.hadoop.hbase.client.Get;
import org.apache.hadoop.hbase.client.Put;
import org.apache.hadoop.hbase.client.Table;
import org.apache.hadoop.hbase.testclassification.CoprocessorTests;
@ -63,6 +66,11 @@ public class TestMetaTableMetrics {
private static Configuration conf = null;
private static int connectorPort = 61120;
final byte[] cf = Bytes.toBytes("info");
final byte[] col = Bytes.toBytes("any");
byte[] tablename;
final int nthreads = 20;
@BeforeClass
public static void setupBeforeClass() throws Exception {
@ -220,4 +228,96 @@ public class TestMetaTableMetrics {
assertEquals(5L, putWithClientMetricsCount);
}
@Test(timeout = 30000)
public void testConcurrentAccess() {
try {
tablename = Bytes.toBytes("hbase:meta");
int numRows = 3000;
int numRowsInTableBefore = UTIL.countRows(TableName.valueOf(tablename));
putData(numRows);
Thread.sleep(2000);
int numRowsInTableAfter = UTIL.countRows(TableName.valueOf(tablename));
assertTrue(numRowsInTableAfter >= numRowsInTableBefore + numRows);
getData(numRows);
} catch (InterruptedException e) {
LOG.info("Caught InterruptedException while testConcurrentAccess: " + e.getMessage());
fail();
} catch (IOException e) {
LOG.info("Caught IOException while testConcurrentAccess: " + e.getMessage());
fail();
}
}
public void putData(int nrows) throws InterruptedException {
LOG.info(String.format("Putting %d rows in hbase:meta", nrows));
Thread[] threads = new Thread[nthreads];
for (int i = 1; i <= nthreads; i++) {
threads[i - 1] = new PutThread(1, nrows);
}
startThreadsAndWaitToJoin(threads);
}
public void getData(int nrows) throws InterruptedException {
LOG.info(String.format("Getting %d rows from hbase:meta", nrows));
Thread[] threads = new Thread[nthreads];
for (int i = 1; i <= nthreads; i++) {
threads[i - 1] = new GetThread(1, nrows);
}
startThreadsAndWaitToJoin(threads);
}
private void startThreadsAndWaitToJoin(Thread[] threads) throws InterruptedException {
for (int i = 1; i <= nthreads; i++) {
threads[i - 1].start();
}
for (int i = 1; i <= nthreads; i++) {
threads[i - 1].join();
}
}
class PutThread extends Thread {
int start;
int end;
public PutThread(int start, int end) {
this.start = start;
this.end = end;
}
@Override
public void run() {
try (Table table = UTIL.getConnection().getTable(TableName.valueOf(tablename))) {
for (int i = start; i <= end; i++) {
Put p = new Put(Bytes.toBytes(String.format("tableName,rowKey%d,region%d", i, i)));
p.addColumn(cf, col, Bytes.toBytes("Value" + i));
table.put(p);
}
} catch (IOException e) {
LOG.info("Caught IOException while PutThread operation: " + e.getMessage());
}
}
}
class GetThread extends Thread {
int start;
int end;
public GetThread(int start, int end) {
this.start = start;
this.end = end;
}
@Override
public void run() {
try (Table table = UTIL.getConnection().getTable(TableName.valueOf(tablename))) {
for (int i = start; i <= end; i++) {
Get get = new Get(Bytes.toBytes(String.format("tableName,rowKey%d,region%d", i, i)));
table.get(get);
}
} catch (IOException e) {
LOG.info("Caught IOException while GetThread operation: " + e.getMessage());
}
}
}
}

10
hbase-server/src/test/java/org/apache/hadoop/hbase/util/TestLossyCounting.java
View File

@ -33,15 +33,15 @@ public class TestLossyCounting {
@Test
public void testBucketSize() {
LossyCounting lossyCounting = new LossyCounting(0.01);
LossyCounting lossyCounting = new LossyCounting(0.01, "testBucketSize");
assertEquals(100L, lossyCounting.getBucketSize());
LossyCounting lossyCounting2 = new LossyCounting();
LossyCounting lossyCounting2 = new LossyCounting("testBucketSize2");
assertEquals(50L, lossyCounting2.getBucketSize());
}
@Test
public void testAddByOne() {
LossyCounting lossyCounting = new LossyCounting(0.01);
LossyCounting lossyCounting = new LossyCounting(0.01, "testAddByOne");
for(int i = 0; i < 100; i++){
String key = "" + i;
lossyCounting.addByOne(key);
@ -55,7 +55,7 @@ public class TestLossyCounting {
@Test
public void testSweep1() {
LossyCounting lossyCounting = new LossyCounting(0.01);
LossyCounting lossyCounting = new LossyCounting(0.01, "testSweep1");
for(int i = 0; i < 400; i++){
String key = "" + i;
lossyCounting.addByOne(key);
@ -66,7 +66,7 @@ public class TestLossyCounting {
@Test
public void testSweep2() {
LossyCounting lossyCounting = new LossyCounting(0.1);
LossyCounting lossyCounting = new LossyCounting(0.1, "testSweep2");
for(int i = 0; i < 10; i++){
String key = "" + i;
lossyCounting.addByOne(key);