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Configure for Spark Profiling

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Disable intermediate caching for Hive profiling jobs

For Hortonworks 3.0 and later, the intermediate dataset files that are generated as part of Spark profiling of your job can cause the job to hang when the source is a Hive table. As a precaution, if you are profiling jobs from Hive sources, you should disable the following property on Hortonworks 3.0 and later.

Steps:

  1. D s config
  2. Locate the spark.props setting.

  3. Insert the following setting:

    Code Block
    "transformer.dataframe.cache.reused": "false"


  4. Save your changes and restart the platform.

Additional configuration for Spark profiling on S3

If you are using S3 as your datastore and have enabled Spark profiling, you must apply the following configuration, which adds the hadoop-aws JAR and the aws-java-sdk JAR to the extra class path for Spark. 

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  1. In Ambari, navigate to Spark2 > Configs.
  2. Add a new parameter to Custom Spark2-defaults.

  3. Set the parameter as follows, which is specified for HDP 2.5.3.0, build 37:

    Code Block
    spark.driver.extraClassPath=/usr/hdp/2.5.3.0-37/hadoop/hadoop-aws-2.7.3.2.5.3.0-37.jar:/usr/hdp/2.5.3.0-37/hadoop/lib/aws-java-sdk-s3-1.10.6.jar


  4. Restart Spark from Ambari.
  5. Restart the 
    D s platform
    itemnode
    .

Additional configuration for Spark profiling

If you are using Spark for profiling, you must add environment properties to your cluster configuration. See Configure for Spark.

Excerpt

Set up directory permissions

On all Hortonworks cluster nodes, verify that the YARN user has access to the YARN working directories: 

Code Block
chown yarn:hadoop /mnt/hadoop/yarn

If you are upgrading from a previous version of Hortonworks, you may need to clear the YARN user cache for the

D s defaultuser
Typehadoop
Fulltrue
user:

Code Block
rm -rf /mnt/hadoop/yarn/local/usercache/trifacta

Configure 
D s platform

The following changes need to be applied to the 

D s node
.

Except as noted, these changes are applied to the following file in the 

D s item
itemdeployment
:

D s triconf
pathtrue

Configure WebHDFS port

  1. D s config

  2.  WebHDFS: Verify that the port number for WebHDFS is correct:

    Code Block
    "webhdfs.port": <webhdfs_port_num>,


  3. Save your changes.

Configure Resource Manager port

Hortonworks uses a custom port number for Resource Manager. You must update the setting for the port number used by Resource Manager.

D s config

Info

NOTE: By default, Hortonworks uses 8050 for Resource Manager. Please verify that you have the correct port number.


Code Block
"yarn.resourcemanager.port": 8032,

Save your changes.

Configure location of Hadoop bundle JAR

  1. Set the value for the Hadoop bundle JAR to the appropriate distribution. The following is for Hortonworks 2.6:

    Code Block
    "hadoopBundleJar": "hadoop-deps/hdp-2.6/build/libs/hdp-2.6-bundle.jar"


  2. Save your changes.

Configure Hive Locations

If you are enabling an integration with Hive on the Hadoop cluster, there are some distribution-specific parameters that must be set. For more information, see Configure for Hive.

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