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spark:using-scala [2015/07/27 18:46]
straka |
spark:using-scala [2017/10/16 21:23]
ufal [Usage Examples] |
| version := "1.0" | version := "1.0" |
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| scalaVersion := "2.10.4" | scalaVersion := "2.11.8" |
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| libraryDependencies += "org.apache.spark" %% "spark-core" % "1.4.1" | libraryDependencies += "org.apache.spark" %% "spark-core" % "2.1.1" |
| </file> | </file> |
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| * run ''word_count'' application inside existing Spark cluster (i.e., inside ''spark-qsub'' or ''spark-qrsh''), or start local Spark cluster using as many threads as there are cores if there is none: | * run ''word_count'' application inside existing Spark cluster (i.e., inside ''spark-qsub'' or ''spark-qrsh''), or start local Spark cluster using as many threads as there are cores if there is none: |
| <file>spark-submit target/scala-2.10/word_count_2.10-1.0.jar /net/projects/spark-example-data/wiki-cs outdir</file> | <file>spark-submit target/scala-2.11/word_count_2.11-1.0.jar /net/projects/spark-example-data/wiki-cs outdir</file> |
| * run ''word_count'' application with local Spark cluster using one thread: | * run ''word_count'' application with local Spark cluster using one thread: |
| <file>MASTER=local spark-submit target/scala-2.10/word_count_2.10-1.0.jar /net/projects/spark-example-data/wiki-cs outdir</file> | <file>MASTER=local spark-submit target/scala-2.11/word_count_2.11-1.0.jar /net/projects/spark-example-data/wiki-cs outdir</file> |
| * start Spark cluster (10 machines, 1GB RAM each) on SGE and run ''word_count'' application: | * start Spark cluster (10 machines, 1GB RAM each) on SGE and run ''word_count'' application: |
| <file>spark-qsub 10 1G spark-submit target/scala-2.10/word_count_2.10-1.0.jar /net/projects/spark-example-data/wiki-cs outdir</file> | <file>spark-qsub 10 1G spark-submit target/scala-2.11/word_count_2.11-1.0.jar /net/projects/spark-example-data/wiki-cs outdir</file> |
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