HDFS-13055. Aggregate usage statistics from datanodes. Contributed by Ajay Kumar.
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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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* <p>
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* http://www.apache.org/licenses/LICENSE-2.0
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* <p>
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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.hdfs.server.protocol;
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import org.apache.hadoop.classification.InterfaceAudience;
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import org.apache.hadoop.classification.InterfaceStability;
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/**
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* A class that allows DataNode to communicate information about
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* usage statistics/metrics to NameNode.
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*/
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@InterfaceAudience.Private
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@InterfaceStability.Unstable
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public final class DataNodeUsageReport {
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private long bytesWrittenPerSec;
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private long bytesReadPerSec;
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private long writeTime;
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private long readTime;
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private long blocksWrittenPerSec;
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private long blocksReadPerSec;
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private long timestamp;
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DataNodeUsageReport() {
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}
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private DataNodeUsageReport(Builder builder) {
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this.bytesWrittenPerSec = builder.bytesWrittenPerSec;
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this.bytesReadPerSec = builder.bytesReadPerSec;
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this.writeTime = builder.writeTime;
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this.readTime = builder.readTime;
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this.blocksWrittenPerSec = builder.blocksWrittenPerSec;
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this.blocksReadPerSec = builder.blocksReadPerSec;
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this.timestamp = builder.timestamp;
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}
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/**
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* An object representing a DataNodeUsageReport with default values. Should
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* be used instead of null or creating new objects when there are
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* no statistics to report.
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*/
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public static final DataNodeUsageReport EMPTY_REPORT =
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new DataNodeUsageReport();
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@Override
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public String toString() {
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return "bytesWrittenPerSec:" + bytesWrittenPerSec + " "
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+ " bytesReadPerSec:"
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+ bytesReadPerSec + " writeTime:" + writeTime + " readTime:" + readTime
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+ " blocksWrittenPerSec:" + blocksWrittenPerSec + " blocksReadPerSec:" +
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blocksReadPerSec + " timestamp:" + timestamp;
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}
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@Override
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public int hashCode() {
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return (int) (timestamp + bytesWrittenPerSec + bytesReadPerSec + writeTime
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+ readTime + blocksWrittenPerSec + blocksReadPerSec);
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}
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@Override
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public boolean equals(Object o) {
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// If the object is compared with itself then return true
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if (o == this) {
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return true;
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}
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if (!(o instanceof DataNodeUsageReport)) {
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return false;
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}
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DataNodeUsageReport c = (DataNodeUsageReport) o;
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return this.timestamp == c.timestamp
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&& this.readTime == c.readTime
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&& this.writeTime == c.writeTime
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&& this.bytesWrittenPerSec == c.bytesWrittenPerSec
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&& this.bytesReadPerSec == c.bytesReadPerSec
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&& this.blocksWrittenPerSec == c.blocksWrittenPerSec
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&& this.blocksReadPerSec == c.blocksReadPerSec;
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}
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public long getBytesWrittenPerSec() {
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return bytesWrittenPerSec;
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}
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public long getBytesReadPerSec() {
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return bytesReadPerSec;
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}
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public long getWriteTime() {
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return writeTime;
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}
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public long getReadTime() {
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return readTime;
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}
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public long getBlocksWrittenPerSec() {
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return blocksWrittenPerSec;
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}
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public long getBlocksReadPerSec() {
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return blocksReadPerSec;
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}
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public long getTimestamp() {
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return timestamp;
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}
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/**
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* Builder class for {@link DataNodeUsageReport}.
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*/
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public static class Builder {
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private long bytesWrittenPerSec;
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private long bytesReadPerSec;
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private long writeTime;
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private long readTime;
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private long blocksWrittenPerSec;
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private long blocksReadPerSec;
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private long timestamp;
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public DataNodeUsageReport build() {
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return new DataNodeUsageReport(this);
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}
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public Builder setBytesWrittenPerSec(long bWrittenPerSec) {
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this.bytesWrittenPerSec = bWrittenPerSec;
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return this;
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}
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public Builder setBytesReadPerSec(long bReadPerSec) {
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this.bytesReadPerSec = bReadPerSec;
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return this;
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}
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public Builder setWriteTime(long wTime) {
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this.writeTime = wTime;
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return this;
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}
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public Builder setReadTime(long rTime) {
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this.readTime = rTime;
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return this;
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}
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public Builder setBlocksWrittenPerSec(long wBlock) {
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this.blocksWrittenPerSec = wBlock;
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return this;
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}
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public Builder setBlocksReadPerSec(long rBlock) {
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this.blocksReadPerSec = rBlock;
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return this;
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}
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public Builder setTimestamp(long ts) {
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this.timestamp = ts;
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return this;
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}
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public Builder() {
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}
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}
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}
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@ -0,0 +1,101 @@
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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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* <p>
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* http://www.apache.org/licenses/LICENSE-2.0
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* <p>
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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.hdfs.server.protocol;
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import org.apache.hadoop.classification.InterfaceAudience;
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import org.apache.hadoop.classification.InterfaceStability;
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import org.apache.hadoop.util.Time;
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/**
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* This class is helper class to generate a live usage report by calculating
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* the delta between current DataNode usage metrics and the usage metrics
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* captured at the time of the last report.
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*/
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@InterfaceAudience.Private
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@InterfaceStability.Unstable
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public final class DataNodeUsageReportUtil {
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private long bytesWritten;
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private long bytesRead;
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private long writeTime;
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private long readTime;
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private long blocksWritten;
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private long blocksRead;
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private DataNodeUsageReport lastReport;
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public DataNodeUsageReport getUsageReport(long bWritten, long
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bRead, long wTime, long rTime, long wBlockOp, long
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rBlockOp, long timeSinceLastReport) {
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if (timeSinceLastReport == 0) {
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if (lastReport == null) {
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lastReport = DataNodeUsageReport.EMPTY_REPORT;
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}
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return lastReport;
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}
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DataNodeUsageReport.Builder builder = new DataNodeUsageReport.Builder();
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DataNodeUsageReport report = builder.setBytesWrittenPerSec(
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getBytesWrittenPerSec(bWritten, timeSinceLastReport))
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.setBytesReadPerSec(getBytesReadPerSec(bRead, timeSinceLastReport))
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.setWriteTime(getWriteTime(wTime))
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.setReadTime(getReadTime(rTime)).setBlocksWrittenPerSec(
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getWriteBlockOpPerSec(wBlockOp, timeSinceLastReport))
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.setBlocksReadPerSec(
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getReadBlockOpPerSec(rBlockOp, timeSinceLastReport))
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.setTimestamp(Time.monotonicNow()).build();
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// Save raw metrics
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this.bytesRead = bRead;
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this.bytesWritten = bWritten;
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this.blocksWritten = wBlockOp;
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this.blocksRead = rBlockOp;
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this.readTime = rTime;
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this.writeTime = wTime;
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lastReport = report;
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return report;
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}
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private long getBytesReadPerSec(long bRead, long
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timeInSec) {
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return (bRead - this.bytesRead) / timeInSec;
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}
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private long getBytesWrittenPerSec(long
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bWritten, long timeInSec) {
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return (bWritten - this.bytesWritten) / timeInSec;
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}
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private long getWriteBlockOpPerSec(
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long totalWriteBlocks, long timeInSec) {
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return (totalWriteBlocks - this.blocksWritten) / timeInSec;
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}
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private long getReadBlockOpPerSec(long totalReadBlockOp,
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long timeInSec) {
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return (totalReadBlockOp - this.blocksRead) / timeInSec;
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}
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private long getReadTime(long totalReadTime) {
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return totalReadTime - this.readTime;
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}
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private long getWriteTime(long totalWriteTime) {
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return totalWriteTime - this.writeTime;
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}
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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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/**
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* Package contains classes that allows HDFS to communicate information b/w
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* DataNode and NameNode.
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*/
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@InterfaceAudience.LimitedPrivate({"HDFS"})
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@InterfaceStability.Evolving
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package org.apache.hadoop.hdfs.server.protocol;
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import org.apache.hadoop.classification.InterfaceAudience;
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import org.apache.hadoop.classification.InterfaceStability;
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@ -22,6 +22,8 @@
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import org.apache.hadoop.classification.InterfaceAudience;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.hdfs.DFSConfigKeys;
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import org.apache.hadoop.hdfs.server.protocol.DataNodeUsageReport;
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import org.apache.hadoop.hdfs.server.protocol.DataNodeUsageReportUtil;
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import org.apache.hadoop.metrics2.MetricsSystem;
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import org.apache.hadoop.metrics2.annotation.Metric;
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import org.apache.hadoop.metrics2.annotation.Metrics;
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@ -161,6 +163,7 @@ public class DataNodeMetrics {
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final MetricsRegistry registry = new MetricsRegistry("datanode");
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final String name;
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JvmMetrics jvmMetrics = null;
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private DataNodeUsageReportUtil dnUsageReportUtil;
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public DataNodeMetrics(String name, String sessionId, int[] intervals,
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final JvmMetrics jvmMetrics) {
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@ -169,6 +172,7 @@ public DataNodeMetrics(String name, String sessionId, int[] intervals,
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registry.tag(SessionId, sessionId);
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final int len = intervals.length;
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dnUsageReportUtil = new DataNodeUsageReportUtil();
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packetAckRoundTripTimeNanosQuantiles = new MutableQuantiles[len];
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flushNanosQuantiles = new MutableQuantiles[len];
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fsyncNanosQuantiles = new MutableQuantiles[len];
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@ -521,4 +525,10 @@ public void incrECReconstructionWriteTime(long millis) {
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public void incrECReconstructionDecodingTime(long millis) {
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ecReconstructionDecodingTimeMillis.incr(millis);
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}
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public DataNodeUsageReport getDNUsageReport(long timeSinceLastReport) {
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return dnUsageReportUtil.getUsageReport(bytesWritten.value(), bytesRead
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.value(), totalWriteTime.value(), totalReadTime.value(),
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blocksWritten.value(), blocksRead.value(), timeSinceLastReport);
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}
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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.hdfs.server.datanode;
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import java.io.IOException;
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import org.apache.hadoop.hdfs.server.protocol.DataNodeUsageReport;
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import org.apache.hadoop.hdfs.server.protocol.DataNodeUsageReportUtil;
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import org.junit.After;
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import org.junit.Assert;
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import org.junit.Before;
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import org.junit.Test;
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/**
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* Test class for {@link DataNodeUsageReport}.
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*/
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public class TestDNUsageReport {
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private DataNodeUsageReportUtil dnUsageUtil;
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private long bytesWritten;
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private long bytesRead;
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private long writeTime;
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private long readTime;
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private long writeBlock;
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private long readBlock;
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private long timeSinceLastReport;
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@Before
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public void setup() throws IOException {
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dnUsageUtil = new DataNodeUsageReportUtil();
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}
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@After
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public void clear() throws IOException {
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dnUsageUtil = null;
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}
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/**
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* Ensure that storage type and storage state are propagated
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* in Storage Reports.
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*/
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@Test(timeout = 60000)
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public void testUsageReport() throws IOException {
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// Test1
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DataNodeUsageReport report = dnUsageUtil.getUsageReport(0,
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0, 0, 0, 0, 0, 0);
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Assert.assertEquals(report, DataNodeUsageReport.EMPTY_REPORT);
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// Test2
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bytesWritten = 200;
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bytesRead = 200;
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writeTime = 50;
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readTime = 50;
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writeBlock = 20;
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readBlock = 10;
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timeSinceLastReport = 5;
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report = dnUsageUtil.getUsageReport(bytesWritten,
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bytesRead, writeTime, readTime, writeBlock, readBlock,
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timeSinceLastReport);
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Assert.assertEquals(bytesWritten / timeSinceLastReport,
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report.getBytesWrittenPerSec());
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Assert.assertEquals(bytesRead / timeSinceLastReport,
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report.getBytesReadPerSec());
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Assert.assertEquals(writeTime, report.getWriteTime());
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Assert.assertEquals(readTime, report.getReadTime());
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Assert.assertEquals(writeBlock / timeSinceLastReport,
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report.getBlocksWrittenPerSec());
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Assert.assertEquals(readBlock / timeSinceLastReport,
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report.getBlocksReadPerSec());
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// Test3
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DataNodeUsageReport report2 = dnUsageUtil.getUsageReport(bytesWritten,
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bytesRead, writeTime, readTime, writeBlock, readBlock,
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0);
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Assert.assertEquals(report, report2);
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// Test4
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long bytesWritten2 = 50000;
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long bytesRead2 = 40000;
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long writeTime2 = 5000;
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long readTime2 = 1500;
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long writeBlock2 = 1000;
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long readBlock2 = 200;
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timeSinceLastReport = 60;
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report2 = dnUsageUtil.getUsageReport(bytesWritten2,
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bytesRead2, writeTime2, readTime2, writeBlock2, readBlock2,
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timeSinceLastReport);
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Assert.assertEquals((bytesWritten2 - bytesWritten) / timeSinceLastReport,
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report2.getBytesWrittenPerSec());
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Assert.assertEquals((bytesRead2 - bytesRead) / timeSinceLastReport,
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report2.getBytesReadPerSec());
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Assert.assertEquals(writeTime2 - writeTime, report2.getWriteTime());
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Assert.assertEquals(readTime2 - readTime, report2.getReadTime());
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Assert.assertEquals((writeBlock2 - writeBlock) / timeSinceLastReport,
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report2.getBlocksWrittenPerSec());
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Assert.assertEquals((readBlock2 - readBlock) / timeSinceLastReport,
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report2.getBlocksReadPerSec());
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}
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}
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