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202 changes: 202 additions & 0 deletions
202
...e-resources/__rootArtifactId__-peelextensions/src/main/scala/ExperimentsDefinitions.scala
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,202 @@ | ||
| #set( $symbol_pound = '#' ) | ||
| #set( $symbol_dollar = '$' ) | ||
| #set( $symbol_escape = '\' ) | ||
| package ${package} | ||
|
|
||
| import com.samskivert.mustache.Mustache | ||
| import com.typesafe.config.ConfigFactory | ||
| import org.peelframework.core.beans.data.{CopiedDataSet, DataSet, ExperimentOutput, GeneratedDataSet} | ||
| import org.peelframework.core.beans.experiment.ExperimentSequence.SimpleParameters | ||
| import org.peelframework.core.beans.experiment.{ExperimentSequence, ExperimentSuite} | ||
| import org.peelframework.core.beans.system.Lifespan | ||
| import org.peelframework.flink.beans.experiment.FlinkExperiment | ||
| import org.peelframework.flink.beans.job.FlinkJob | ||
| import org.peelframework.flink.beans.system.Flink | ||
| import org.peelframework.hadoop.beans.system.HDFS2 | ||
| import org.peelframework.spark.beans.experiment.SparkExperiment | ||
| import org.peelframework.spark.beans.system.Spark | ||
| import org.springframework.context.annotation.{Bean, Configuration} | ||
| import org.springframework.context.{ApplicationContext, ApplicationContextAware} | ||
|
|
||
| /** Experiments definitions for the '${parentArtifactId}' bundle. */ | ||
| @Configuration | ||
| class ExperimentsDefinitions extends ApplicationContextAware { | ||
|
|
||
| /* The enclosing application context. */ | ||
| var ctx: ApplicationContext = null | ||
|
|
||
| def setApplicationContext(ctx: ApplicationContext): Unit = { | ||
| this.ctx = ctx | ||
| } | ||
|
|
||
| // --------------------------------------------------- | ||
| // Systems | ||
| // --------------------------------------------------- | ||
|
|
||
| @Bean(name = Array("hdfs-2.7.1")) | ||
| def `hdfs-2.7.1`: HDFS2 = new HDFS2( | ||
| version = "0.9.0", | ||
| configKey = "hadoop-2", | ||
| lifespan = Lifespan.SUITE, | ||
| mc = ctx.getBean(classOf[Mustache.Compiler]) | ||
| ) | ||
|
|
||
| @Bean(name = Array("flink-0.9.0")) | ||
| def `flink-0.9.0`: Flink = new Flink( | ||
| version = "0.9.0", | ||
| configKey = "flink", | ||
| lifespan = Lifespan.EXPERIMENT, | ||
| dependencies = Set(ctx.getBean("hdfs-2.7.1", classOf[HDFS2])), | ||
| mc = ctx.getBean(classOf[Mustache.Compiler]) | ||
| ) | ||
|
|
||
| @Bean(name = Array("spark-1.3.1")) | ||
| def `spark-1.3.1`: Spark = new Spark( | ||
| version = "1.3.1", | ||
| configKey = "spark", | ||
| lifespan = Lifespan.EXPERIMENT, | ||
| dependencies = Set(ctx.getBean("hdfs-2.7.1", classOf[HDFS2])), | ||
| mc = ctx.getBean(classOf[Mustache.Compiler]) | ||
| ) | ||
|
|
||
| // --------------------------------------------------- | ||
| // Data Generators | ||
| // --------------------------------------------------- | ||
|
|
||
| @Bean(name = Array("datagen.words")) | ||
| def `datagen.words`: FlinkJob = new FlinkJob( | ||
| runner = ctx.getBean("flink-0.9.0", classOf[Flink]), | ||
| command = | ||
| """ | ||
| |-v -c ${package}.datagen.flink.WordGenerator ${symbol_escape} | ||
| |${symbol_dollar}{app.path.datagens}/${parentArtifactId}-datagens-${version}.jar ${symbol_escape} | ||
| |${symbol_dollar}{datagen.dictionary.dize} ${symbol_escape} | ||
| |${symbol_dollar}{system.default.config.parallelism.total} ${symbol_escape} | ||
| |${symbol_dollar}{datagen.tuples.per.task} ${symbol_escape} | ||
| |${symbol_dollar}{system.hadoop-2.path.input}/rubbish.txt | ||
| """.stripMargin.trim | ||
| ) | ||
|
|
||
| // --------------------------------------------------- | ||
| // Data Sets | ||
| // --------------------------------------------------- | ||
|
|
||
| @Bean(name = Array("dataset.words.static")) | ||
| def `dataset.words.static`: DataSet = new CopiedDataSet( | ||
| src = "${symbol_dollar}{app.path.datasets}/rubbish.txt", | ||
| dst = "${symbol_dollar}{system.hadoop-2.path.input}/rubbish.txt", | ||
| fs = ctx.getBean("hdfs-2.7.1", classOf[HDFS2]) | ||
| ) | ||
|
|
||
| @Bean(name = Array("dataset.words.generated")) | ||
| def `dataset.words.generated`: DataSet = new GeneratedDataSet( | ||
| src = ctx.getBean("datagen.words", classOf[FlinkJob]), | ||
| dst = "${symbol_dollar}{system.hadoop-2.path.input}/rubbish.txt", | ||
| fs = ctx.getBean("hdfs-2.7.1", classOf[HDFS2]) | ||
| ) | ||
|
|
||
| @Bean(name = Array("wordcount.output")) | ||
| def `wordcount.output`: ExperimentOutput = new ExperimentOutput( | ||
| path = "${symbol_dollar}{system.hadoop-2.path.output}/wordcount", | ||
| fs = ctx.getBean("hdfs-2.7.1", classOf[HDFS2]) | ||
| ) | ||
|
|
||
| // --------------------------------------------------- | ||
| // Experiments | ||
| // --------------------------------------------------- | ||
|
|
||
| @Bean(name = Array("wordcount.default")) | ||
| def `wordcount.default`: ExperimentSuite = { | ||
| val `wordcount.flink.default` = new FlinkExperiment( | ||
| name = "wordcount.flink.default", | ||
| command = | ||
| """ | ||
| |-v -c ${package}.flink.FlinkWC ${symbol_escape} | ||
| |${symbol_dollar}{app.path.apps}/${parentArtifactId}-flink-jobs-${version}.jar ${symbol_escape} | ||
| |${symbol_dollar}{system.hadoop-2.path.input}/rubbish.txt ${symbol_escape} | ||
| |${symbol_dollar}{system.hadoop-2.path.output}/wordcount | ||
| """.stripMargin.trim, | ||
| config = ConfigFactory.parseString(""), | ||
| runs = 3, | ||
| runner = ctx.getBean("flink-0.9.0", classOf[Flink]), | ||
| inputs = Set(ctx.getBean("dataset.words.static", classOf[DataSet])), | ||
| outputs = Set(ctx.getBean("wordcount.output", classOf[ExperimentOutput])) | ||
| ) | ||
|
|
||
| val `wordcount.spark.default` = new SparkExperiment( | ||
| name = "wordcount.spark.default", | ||
| command = | ||
| """ | ||
| |--class ${package}.spark.SparkWC ${symbol_escape} | ||
| |${symbol_dollar}{app.path.apps}/${parentArtifactId}-spark-jobs-${version}.jar ${symbol_escape} | ||
| |${symbol_dollar}{system.hadoop-2.path.input}/rubbish.txt ${symbol_escape} | ||
| |${symbol_dollar}{system.hadoop-2.path.output}/wordcount | ||
| """.stripMargin.trim, | ||
| config = ConfigFactory.parseString(""), | ||
| runs = 3, | ||
| runner = ctx.getBean("spark-1.3.1", classOf[Spark]), | ||
| inputs = Set(ctx.getBean("dataset.words.static", classOf[DataSet])), | ||
| outputs = Set(ctx.getBean("wordcount.output", classOf[ExperimentOutput])) | ||
| ) | ||
|
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||
| new ExperimentSuite(Seq( | ||
| `wordcount.flink.default`, | ||
| `wordcount.spark.default`)) | ||
| } | ||
|
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||
| @Bean(name = Array("wordcount.scale-out")) | ||
| def `wordcount.scale-out`: ExperimentSuite = { | ||
| val `wordcount.flink.prototype` = new FlinkExperiment( | ||
| name = "wordcount.flink.__topXXX__", | ||
| command = | ||
| """ | ||
| |-v -c ${package}.flink.FlinkWC ${symbol_escape} | ||
| |${symbol_dollar}{app.path.apps}/${parentArtifactId}-flink-jobs-${version}.jar ${symbol_escape} | ||
| |${symbol_dollar}{system.hadoop-2.path.input}/rubbish.txt ${symbol_escape} | ||
| |${symbol_dollar}{system.hadoop-2.path.output}/wordcount | ||
| """.stripMargin.trim, | ||
| config = ConfigFactory.parseString( | ||
| """ | ||
| |system.default.config.slaves = ${symbol_dollar}{env.slaves.__topXXX__.hosts} | ||
| |system.default.config.parallelism.total = ${symbol_dollar}{env.slaves.__topXXX__.total.parallelism} | ||
| |datagen.dictionary.dize = 10000 | ||
| |datagen.tuples.per.task = 10000000 ${symbol_pound} ~ 100 MB | ||
| """.stripMargin.trim), | ||
| runs = 3, | ||
| runner = ctx.getBean("flink-0.9.0", classOf[Flink]), | ||
| inputs = Set(ctx.getBean("dataset.words.generated", classOf[DataSet])), | ||
| outputs = Set(ctx.getBean("wordcount.output", classOf[ExperimentOutput])) | ||
| ) | ||
|
|
||
| val `wordcount.spark.prototype` = new SparkExperiment( | ||
| name = "wordcount.spark.__topXXX__", | ||
| command = | ||
| """ | ||
| |--class ${package}.spark.SparkWC ${symbol_escape} | ||
| |${symbol_dollar}{app.path.apps}/${parentArtifactId}-spark-jobs-${version}.jar ${symbol_escape} | ||
| |${symbol_dollar}{system.hadoop-2.path.input}/rubbish.txt ${symbol_escape} | ||
| |${symbol_dollar}{system.hadoop-2.path.output}/wordcount | ||
| """.stripMargin.trim, | ||
| config = ConfigFactory.parseString( | ||
| """ | ||
| |system.default.config.slaves = ${symbol_dollar}{env.slaves.__topXXX__.hosts} | ||
| |system.default.config.parallelism.total = ${symbol_dollar}{env.slaves.__topXXX__.total.parallelism} | ||
| |datagen.dictionary.dize = 10000 | ||
| |datagen.tuples.per.task = 10000000 ${symbol_pound} ~ 100 MB | ||
| """.stripMargin.trim), | ||
| runs = 3, | ||
| runner = ctx.getBean("spark-1.3.1", classOf[Spark]), | ||
| inputs = Set(ctx.getBean("dataset.words.generated", classOf[DataSet])), | ||
| outputs = Set(ctx.getBean("wordcount.output", classOf[ExperimentOutput])) | ||
| ) | ||
|
|
||
| new ExperimentSuite( | ||
| new ExperimentSequence( | ||
| parameters = new SimpleParameters( | ||
| paramName = "topXXX", | ||
| paramVals = Seq("top005", "top010", "top020")), | ||
| prototypes = Seq( | ||
| `wordcount.flink.prototype`, | ||
| `wordcount.spark.prototype`))) | ||
| } | ||
| } |
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