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@@ -14,3 +14,5 @@ report/ | |
| .classpath | ||
| .project | ||
| .settings/ | ||
| conf/hadoop.conf | ||
| conf/spark.conf | ||
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| <project xmlns="http://maven.apache.org/POM/4.0.0" | ||
| xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
| xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
| <modelVersion>4.0.0</modelVersion> | ||
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| <parent> | ||
| <groupId>com.intel.hibench</groupId> | ||
| <artifactId>hibench</artifactId> | ||
| <version>6.0-SNAPSHOT</version> | ||
| </parent> | ||
|
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| <artifactId>autogen</artifactId> | ||
| <packaging>jar</packaging> | ||
| <groupId>com.intel.hibench</groupId> | ||
| <name>HiBench data generation tools</name> | ||
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|
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| <dependencies> | ||
| <dependency> | ||
| <groupId>com.intel.hibench</groupId> | ||
| <artifactId>hibench-common</artifactId> | ||
| <version>${project.version}</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.mahout</groupId> | ||
| <artifactId>mahout-core</artifactId> | ||
| <version>${mahout.version}</version> | ||
| <exclusions> | ||
| <exclusion> | ||
| <groupId>org.apache.hadoop</groupId> | ||
| <artifactId>hadoop-core</artifactId> | ||
| </exclusion> | ||
| </exclusions> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.mahout</groupId> | ||
| <artifactId>mahout-math</artifactId> | ||
| <version>${mahout.version}</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.uncommons.maths</groupId> | ||
| <artifactId>uncommons-maths</artifactId> | ||
| <version>${uncommons-maths.version}</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.kafka</groupId> | ||
| <artifactId>kafka-clients</artifactId> | ||
| <version>0.8.2.2</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.hadoop</groupId> | ||
| <artifactId>hadoop-hdfs</artifactId> | ||
| <version>${hadoop.mr2.version}</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.hadoop</groupId> | ||
| <artifactId>hadoop-client</artifactId> | ||
| <version>${hadoop.mr2.version}</version> | ||
| </dependency> | ||
| </dependencies> | ||
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| <build> | ||
| <plugins> | ||
| <plugin> | ||
| <artifactId>maven-assembly-plugin</artifactId> | ||
| <version>${maven-assembly-plugin.version}</version> | ||
| <configuration> | ||
| <descriptorRefs> | ||
| <descriptorRef>jar-with-dependencies</descriptorRef> | ||
| </descriptorRefs> | ||
| </configuration> | ||
| <executions> | ||
| <execution> | ||
| <id>make-assembly</id> | ||
| <phase>package</phase> | ||
| <goals> | ||
| <goal>single</goal> | ||
| </goals> | ||
| </execution> | ||
| </executions> | ||
| </plugin> | ||
| </plugins> | ||
| </build> | ||
| </project> |
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126 changes: 126 additions & 0 deletions
126
autogen/src/main/java/com/intel/hibench/datagen/streaming/DataGenerator.java
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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. | ||
| */ | ||
|
|
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| package com.intel.hibench.datagen.streaming; | ||
|
|
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| import com.intel.hibench.common.HiBenchConfig; | ||
| import com.intel.hibench.common.streaming.ConfigLoader; | ||
| import com.intel.hibench.common.streaming.StreamBenchConfig; | ||
| import com.intel.hibench.datagen.streaming.util.DataGeneratorConfig; | ||
| import com.intel.hibench.datagen.streaming.util.KafkaSender; | ||
| import com.intel.hibench.datagen.streaming.util.RecordSendTask; | ||
|
|
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| import java.util.Timer; | ||
| import java.util.concurrent.ExecutorService; | ||
| import java.util.concurrent.Executors; | ||
|
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| public class DataGenerator { | ||
|
|
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| public static void main(String[] args) { | ||
| if (args.length < 5) { | ||
| System.err.println("args: <ConfigFile> <userVisitsFile> <userVisitsFileOffset> <kMeansFile> <kMeansFileOffset> need to be specified!"); | ||
| System.exit(1); | ||
| } | ||
|
|
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| // initialize variable from configuration and input parameters. | ||
| ConfigLoader configLoader = new ConfigLoader(args[0]); | ||
|
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| String userVisitsFile = args[1]; | ||
| long userVisitsFileOffset = Long.parseLong(args[2]); | ||
| String kMeansFile = args[3]; | ||
| long kMeansFileOffset = Long.parseLong(args[4]); | ||
|
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| // load properties from config file | ||
| String testCase = configLoader.getProperty(StreamBenchConfig.TESTCASE).toLowerCase(); | ||
| String topic = configLoader.getProperty(StreamBenchConfig.KAFKA_TOPIC); | ||
| String brokerList = configLoader.getProperty(StreamBenchConfig.KAFKA_BROKER_LIST); | ||
| int intervalSpan = Integer.parseInt(configLoader.getProperty(StreamBenchConfig.DATAGEN_INTERVAL_SPAN)); | ||
| long recordsPerInterval = Long.parseLong(configLoader.getProperty(StreamBenchConfig.DATAGEN_RECORDS_PRE_INTERVAL)); | ||
| long totalRecords = Long.parseLong(configLoader.getProperty(StreamBenchConfig.DATAGEN_TOTAL_RECORDS)); | ||
| int totalRounds = Integer.parseInt(configLoader.getProperty(StreamBenchConfig.DATAGEN_TOTAL_ROUNDS)); | ||
| int recordLength = Integer.parseInt(configLoader.getProperty(StreamBenchConfig.DATAGEN_RECORD_LENGTH)); | ||
| String dfsMaster = configLoader.getProperty(HiBenchConfig.DFS_MASTER); | ||
| boolean debugMode = Boolean.getBoolean(configLoader.getProperty(StreamBenchConfig.DEBUG_MODE)); | ||
|
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| DataGeneratorConfig dataGeneratorConf = new DataGeneratorConfig(testCase, brokerList, kMeansFile, kMeansFileOffset, | ||
| userVisitsFile, userVisitsFileOffset, dfsMaster, recordLength, intervalSpan, topic, recordsPerInterval, | ||
| totalRounds, totalRecords, debugMode); | ||
|
|
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| // Create thread pool and submit producer task | ||
| int producerNumber = Integer.parseInt(configLoader.getProperty(StreamBenchConfig.DATAGEN_PRODUCER_NUMBER)); | ||
| ExecutorService pool = Executors.newFixedThreadPool(producerNumber); | ||
| for(int i = 0; i < producerNumber; i++) { | ||
| pool.execute(new DataGeneratorJob(dataGeneratorConf)); | ||
| } | ||
|
|
||
| // Print out some basic information | ||
| System.out.println("============ StreamBench Data Generator ============"); | ||
| System.out.println(" Interval Span : " + intervalSpan + " ms"); | ||
| System.out.println(" Record Per Interval : " + recordsPerInterval); | ||
| System.out.println(" Record Length : " + recordLength + " bytes"); | ||
| System.out.println(" Producer Number : " + producerNumber); | ||
| if(totalRecords == -1) { | ||
| System.out.println(" Total Records : -1 [Infinity]"); | ||
| } else { | ||
| System.out.println(" Total Records : " + totalRecords); | ||
| } | ||
|
|
||
| if (totalRounds == -1) { | ||
| System.out.println(" Total Rounds : -1 [Infinity]"); | ||
| } else { | ||
| System.out.println(" Total Rounds : " + totalRounds); | ||
| } | ||
| System.out.println(" Kafka Topic : " + topic); | ||
| System.out.println("===================================================="); | ||
| System.out.println("Estimated Speed : "); | ||
| long recordsPreSecond = recordsPerInterval * 1000 * producerNumber / intervalSpan ; | ||
| System.out.println(" " + recordsPreSecond + " records/second"); | ||
| double mbPreSecond = (double)recordsPreSecond * recordLength / 1000000; | ||
| System.out.println(" " + mbPreSecond + " Mb/second"); | ||
| System.out.println("===================================================="); | ||
|
|
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| pool.shutdown(); | ||
| } | ||
|
|
||
| static class DataGeneratorJob implements Runnable { | ||
| DataGeneratorConfig conf; | ||
|
|
||
| // Constructor | ||
| public DataGeneratorJob(DataGeneratorConfig conf) { | ||
| this.conf = conf; | ||
| } | ||
|
|
||
| @Override | ||
| public void run() { | ||
| // instantiate KafkaSender | ||
| KafkaSender sender; | ||
| if(conf.getTestCase().contains("statistics")) { | ||
| sender = new KafkaSender(conf.getBrokerList(), conf.getkMeansFile(), conf.getkMeansFileOffset(), | ||
| conf.getDfsMaster(), conf.getRecordLength(), conf.getIntervalSpan()); | ||
| } else { | ||
| sender = new KafkaSender(conf.getBrokerList(), conf.getUserVisitsFile(), conf.getUserVisitsFileOffset(), | ||
| conf.getDfsMaster(), conf.getRecordLength(), conf.getIntervalSpan()); | ||
| } | ||
|
|
||
| // Schedule timer task | ||
| Timer timer = new Timer(); | ||
| timer.scheduleAtFixedRate( | ||
| new RecordSendTask(sender, conf.getTopic(), conf.getRecordsPerInterval(), | ||
| conf.getTotalRounds(), conf.getTotalRecords(), conf.getDebugMode(), timer), 0, conf.getIntervalSpan()); | ||
| } | ||
| } | ||
| } |
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