HDFS-13055. Aggregate usage statistics from datanodes. Contributed by Ajay Kumar.

This commit is contained in:
Arpit Agarwal 2018-04-22 08:07:19 -07:00
parent b6dae26f44
commit 1c1ce63cda
5 changed files with 436 additions and 1 deletions

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@ -0,0 +1,181 @@
/**
* 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
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* 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.hdfs.server.protocol;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
/**
* A class that allows DataNode to communicate information about
* usage statistics/metrics to NameNode.
*/
@InterfaceAudience.Private
@InterfaceStability.Unstable
public final class DataNodeUsageReport {
private long bytesWrittenPerSec;
private long bytesReadPerSec;
private long writeTime;
private long readTime;
private long blocksWrittenPerSec;
private long blocksReadPerSec;
private long timestamp;
DataNodeUsageReport() {
}
private DataNodeUsageReport(Builder builder) {
this.bytesWrittenPerSec = builder.bytesWrittenPerSec;
this.bytesReadPerSec = builder.bytesReadPerSec;
this.writeTime = builder.writeTime;
this.readTime = builder.readTime;
this.blocksWrittenPerSec = builder.blocksWrittenPerSec;
this.blocksReadPerSec = builder.blocksReadPerSec;
this.timestamp = builder.timestamp;
}
/**
* An object representing a DataNodeUsageReport with default values. Should
* be used instead of null or creating new objects when there are
* no statistics to report.
*/
public static final DataNodeUsageReport EMPTY_REPORT =
new DataNodeUsageReport();
@Override
public String toString() {
return "bytesWrittenPerSec:" + bytesWrittenPerSec + " "
+ " bytesReadPerSec:"
+ bytesReadPerSec + " writeTime:" + writeTime + " readTime:" + readTime
+ " blocksWrittenPerSec:" + blocksWrittenPerSec + " blocksReadPerSec:" +
blocksReadPerSec + " timestamp:" + timestamp;
}
@Override
public int hashCode() {
return (int) (timestamp + bytesWrittenPerSec + bytesReadPerSec + writeTime
+ readTime + blocksWrittenPerSec + blocksReadPerSec);
}
@Override
public boolean equals(Object o) {
// If the object is compared with itself then return true
if (o == this) {
return true;
}
if (!(o instanceof DataNodeUsageReport)) {
return false;
}
DataNodeUsageReport c = (DataNodeUsageReport) o;
return this.timestamp == c.timestamp
&& this.readTime == c.readTime
&& this.writeTime == c.writeTime
&& this.bytesWrittenPerSec == c.bytesWrittenPerSec
&& this.bytesReadPerSec == c.bytesReadPerSec
&& this.blocksWrittenPerSec == c.blocksWrittenPerSec
&& this.blocksReadPerSec == c.blocksReadPerSec;
}
public long getBytesWrittenPerSec() {
return bytesWrittenPerSec;
}
public long getBytesReadPerSec() {
return bytesReadPerSec;
}
public long getWriteTime() {
return writeTime;
}
public long getReadTime() {
return readTime;
}
public long getBlocksWrittenPerSec() {
return blocksWrittenPerSec;
}
public long getBlocksReadPerSec() {
return blocksReadPerSec;
}
public long getTimestamp() {
return timestamp;
}
/**
* Builder class for {@link DataNodeUsageReport}.
*/
public static class Builder {
private long bytesWrittenPerSec;
private long bytesReadPerSec;
private long writeTime;
private long readTime;
private long blocksWrittenPerSec;
private long blocksReadPerSec;
private long timestamp;
public DataNodeUsageReport build() {
return new DataNodeUsageReport(this);
}
public Builder setBytesWrittenPerSec(long bWrittenPerSec) {
this.bytesWrittenPerSec = bWrittenPerSec;
return this;
}
public Builder setBytesReadPerSec(long bReadPerSec) {
this.bytesReadPerSec = bReadPerSec;
return this;
}
public Builder setWriteTime(long wTime) {
this.writeTime = wTime;
return this;
}
public Builder setReadTime(long rTime) {
this.readTime = rTime;
return this;
}
public Builder setBlocksWrittenPerSec(long wBlock) {
this.blocksWrittenPerSec = wBlock;
return this;
}
public Builder setBlocksReadPerSec(long rBlock) {
this.blocksReadPerSec = rBlock;
return this;
}
public Builder setTimestamp(long ts) {
this.timestamp = ts;
return this;
}
public Builder() {
}
}
}

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/**
* 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
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* 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.hdfs.server.protocol;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
import org.apache.hadoop.util.Time;
/**
* This class is helper class to generate a live usage report by calculating
* the delta betweencurrent DataNode usage metrics and the usage metrics
* captured at the time of the last report.
*/
@InterfaceAudience.Private
@InterfaceStability.Unstable
public final class DataNodeUsageReportUtil {
private long bytesWritten;
private long bytesRead;
private long writeTime;
private long readTime;
private long blocksWritten;
private long blocksRead;
private DataNodeUsageReport lastReport;
public DataNodeUsageReport getUsageReport(long bWritten, long
bRead, long wTime, long rTime, long wBlockOp, long
rBlockOp, long timeSinceLastReport) {
if (timeSinceLastReport == 0) {
if (lastReport == null) {
lastReport = DataNodeUsageReport.EMPTY_REPORT;
}
return lastReport;
}
DataNodeUsageReport.Builder builder = new DataNodeUsageReport.Builder();
DataNodeUsageReport report = builder.setBytesWrittenPerSec(
getBytesWrittenPerSec(bWritten, timeSinceLastReport))
.setBytesReadPerSec(getBytesReadPerSec(bRead, timeSinceLastReport))
.setWriteTime(getWriteTime(wTime))
.setReadTime(getReadTime(rTime)).setBlocksWrittenPerSec(
getWriteBlockOpPerSec(wBlockOp, timeSinceLastReport))
.setBlocksReadPerSec(
getReadBlockOpPerSec(rBlockOp, timeSinceLastReport))
.setTimestamp(Time.monotonicNow()).build();
// Save raw metrics
this.bytesRead = bRead;
this.bytesWritten = bWritten;
this.blocksWritten = wBlockOp;
this.blocksRead = rBlockOp;
this.readTime = rTime;
this.writeTime = wTime;
lastReport = report;
return report;
}
private long getBytesReadPerSec(long bRead, long
timeInSec) {
return (bRead - this.bytesRead) / timeInSec;
}
private long getBytesWrittenPerSec(long
bWritten, long timeInSec) {
return (bWritten - this.bytesWritten) / timeInSec;
}
private long getWriteBlockOpPerSec(
long totalWriteBlocks, long timeInSec) {
return (totalWriteBlocks - this.blocksWritten) / timeInSec;
}
private long getReadBlockOpPerSec(long totalReadBlockOp,
long timeInSec) {
return (totalReadBlockOp - this.blocksRead) / timeInSec;
}
private long getReadTime(long totalReadTime) {
return totalReadTime - this.readTime;
}
private long getWriteTime(long totalWriteTime) {
return totalWriteTime - this.writeTime;
}
}

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/*
* 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 contains classes that allows HDFS to communicate information b/w
* DataNode and NameNode.
*/
@InterfaceAudience.LimitedPrivate({"HDFS"})
@InterfaceStability.Evolving
package org.apache.hadoop.hdfs.server.protocol;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;

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@ -22,6 +22,8 @@ import static org.apache.hadoop.metrics2.impl.MsInfo.SessionId;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hdfs.DFSConfigKeys;
import org.apache.hadoop.hdfs.server.protocol.DataNodeUsageReport;
import org.apache.hadoop.hdfs.server.protocol.DataNodeUsageReportUtil;
import org.apache.hadoop.metrics2.MetricsSystem;
import org.apache.hadoop.metrics2.annotation.Metric;
import org.apache.hadoop.metrics2.annotation.Metrics;
@ -161,7 +163,8 @@ public class DataNodeMetrics {
final MetricsRegistry registry = new MetricsRegistry("datanode");
final String name;
JvmMetrics jvmMetrics = null;
private DataNodeUsageReportUtil dnUsageReportUtil;
public DataNodeMetrics(String name, String sessionId, int[] intervals,
final JvmMetrics jvmMetrics) {
this.name = name;
@ -169,6 +172,7 @@ public class DataNodeMetrics {
registry.tag(SessionId, sessionId);
final int len = intervals.length;
dnUsageReportUtil = new DataNodeUsageReportUtil();
packetAckRoundTripTimeNanosQuantiles = new MutableQuantiles[len];
flushNanosQuantiles = new MutableQuantiles[len];
fsyncNanosQuantiles = new MutableQuantiles[len];
@ -521,4 +525,10 @@ public class DataNodeMetrics {
public void incrECReconstructionDecodingTime(long millis) {
ecReconstructionDecodingTimeMillis.incr(millis);
}
public DataNodeUsageReport getDNUsageReport(long timeSinceLastReport) {
return dnUsageReportUtil.getUsageReport(bytesWritten.value(), bytesRead
.value(), totalWriteTime.value(), totalReadTime.value(),
blocksWritten.value(), blocksRead.value(), timeSinceLastReport);
}
}

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/**
* 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.hdfs.server.datanode;
import java.io.IOException;
import org.apache.hadoop.hdfs.server.protocol.DataNodeUsageReport;
import org.apache.hadoop.hdfs.server.protocol.DataNodeUsageReportUtil;
import org.junit.After;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Test;
/**
* Test class for {@link DataNodeUsageReport}.
*/
public class TestDNUsageReport {
private DataNodeUsageReportUtil dnUsageUtil;
private long bytesWritten;
private long bytesRead;
private long writeTime;
private long readTime;
private long writeBlock;
private long readBlock;
private long timeSinceLastReport;
@Before
public void setup() throws IOException {
dnUsageUtil = new DataNodeUsageReportUtil();
}
@After
public void clear() throws IOException {
dnUsageUtil = null;
}
/**
* Ensure that storage type and storage state are propagated
* in Storage Reports.
*/
@Test(timeout = 60000)
public void testUsageReport() throws IOException {
// Test1
DataNodeUsageReport report = dnUsageUtil.getUsageReport(0,
0, 0, 0, 0, 0, 0);
Assert.assertEquals(report, DataNodeUsageReport.EMPTY_REPORT);
// Test2
bytesWritten = 200;
bytesRead = 200;
writeTime = 50;
readTime = 50;
writeBlock = 20;
readBlock = 10;
timeSinceLastReport = 5;
report = dnUsageUtil.getUsageReport(bytesWritten,
bytesRead, writeTime, readTime, writeBlock, readBlock,
timeSinceLastReport);
Assert.assertEquals(bytesWritten / timeSinceLastReport,
report.getBytesWrittenPerSec());
Assert.assertEquals(bytesRead / timeSinceLastReport,
report.getBytesReadPerSec());
Assert.assertEquals(writeTime, report.getWriteTime());
Assert.assertEquals(readTime, report.getReadTime());
Assert.assertEquals(writeBlock / timeSinceLastReport,
report.getBlocksWrittenPerSec());
Assert.assertEquals(readBlock / timeSinceLastReport,
report.getBlocksReadPerSec());
// Test3
DataNodeUsageReport report2 = dnUsageUtil.getUsageReport(bytesWritten,
bytesRead, writeTime, readTime, writeBlock, readBlock,
0);
Assert.assertEquals(report, report2);
// Test4
long bytesWritten2 = 50000;
long bytesRead2 = 40000;
long writeTime2 = 5000;
long readTime2 = 1500;
long writeBlock2 = 1000;
long readBlock2 = 200;
timeSinceLastReport = 60;
report2 = dnUsageUtil.getUsageReport(bytesWritten2,
bytesRead2, writeTime2, readTime2, writeBlock2, readBlock2,
timeSinceLastReport);
Assert.assertEquals((bytesWritten2 - bytesWritten) / timeSinceLastReport,
report2.getBytesWrittenPerSec());
Assert.assertEquals((bytesRead2 - bytesRead) / timeSinceLastReport,
report2.getBytesReadPerSec());
Assert.assertEquals(writeTime2 - writeTime, report2.getWriteTime());
Assert.assertEquals(readTime2 - readTime, report2.getReadTime());
Assert.assertEquals((writeBlock2 - writeBlock) / timeSinceLastReport,
report2.getBlocksWrittenPerSec());
Assert.assertEquals((readBlock2 - readBlock) / timeSinceLastReport,
report2.getBlocksReadPerSec());
}
}