CODEWITHSUNDEEP
scalaapache-sparkworkflowoozie
Shaharg
Shaharg

Reputation: 1029

launching a spark program using oozie workflow

I am working with a scala program using spark packages. Currently I run the program using the bash command from the gateway: /homes/spark/bin/spark-submit --master yarn-cluster --class "com.xxx.yyy.zzz" --driver-java-options "-Dyyy.num=5" a.jar arg1 arg2

I would like to start using oozie for running this job. I have a few setbacks:

Where should I put the spark-submit executable? on the hfs? How do I define the spark action? where should the --driver-java-options appear? How should the oozie action look like? is it similar to the one appearing here?

Upvotes: 6

Views: 7113

Answers (1)

nurieta
nurieta

Reputation: 1635

If you have a new enough version of oozie you can use oozie's spark task:

https://github.com/apache/oozie/blob/master/client/src/main/resources/spark-action-0.1.xsd

Otherwise you need to execute a java task that will call spark. Something like:

   <java>
        <main-class>org.apache.spark.deploy.SparkSubmit</main-class>

        <arg>--class</arg>
        <arg>${spark_main_class}</arg> -> this is the class com.xxx.yyy.zzz

        <arg>--deploy-mode</arg>
        <arg>cluster</arg>

        <arg>--master</arg>
        <arg>yarn</arg>

        <arg>--queue</arg>
        <arg>${queue_name}</arg> -> depends on your oozie config

        <arg>--num-executors</arg>
        <arg>${spark_num_executors}</arg>

        <arg>--executor-cores</arg>
        <arg>${spark_executor_cores}</arg>

        <arg>${spark_app_file}</arg> -> jar that contains your spark job, written in scala

        <arg>${input}</arg> -> some arg 
        <arg>${output}</arg>-> some other arg

        <file>${spark_app_file}</file>

        <file>${name_node}/user/spark/share/lib/spark-assembly.jar</file>
    </java>

Upvotes: 6

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