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https://issues.apache.org/jira/browse/SPARK-20362?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Marcelo Vanzin resolved SPARK-20362.
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Resolution: Duplicate
> spark submit not considering user defined Configs (Pyspark)
> -----------------------------------------------------------
>
> Key: SPARK-20362
> URL: https://issues.apache.org/jira/browse/SPARK-20362
> Project: Spark
> Issue Type: Bug
> Components: PySpark
> Affects Versions: 2.1.0
> Reporter: Harish
>
> I am trying to set up the custom configuration on runtime (pyspark), but in
> my spark UI <ip>:8080 i see my job is using complete node/cluster resources
> and application name is "test.py"(which is script name). It looks like the
> user defined configurations are not considered in job submit.
> command : spark-submit test.py
> standalone mode(2 nodes and 1 master)
> Here is the code:
> test.py
> from pyspark.sql import SparkSession
> from pyspark import SparkConf
> if __name__ == "__main__":
> conf = SparkConf().setAll([('spark.executor.memory', '8g'),
> ('spark.executor.cores', '3'), ('spark.cores.max', '10'),
> ('spark.driver.memory','8g')])
> spark =
> SparkSession.builder.config(conf=conf).enableHiveSupport().getOrCreate()
> sc = spark.sparkContext
> print(sc.getConf().getAll())
> sqlContext = SQLContext(sc)
> hiveContext = HiveContext(sc)
> print(hiveContext)
> print(sc.getConf().getAll())
> print("Complete")
> Print:
> [('spark.jars.packages', 'com.databricks:spark-csv_2.11:1.2.0'),
> ('spark.local.dir', '/mnt/sparklocaldir/'), ('hive.metastore.warehouse.dir',
> '<path>'), ('spark.app.id', 'app-20170417221942-0003'), ('spark.jars',
> 'file:/home/user/.ivy2/jars/com.databricks_spark-csv_2.11-1.2.0.jar,file:/home/user/.ivy2/jars/org.apache.commons_commons-csv-1.1.jar,file:/home/user/.ivy2/jars/com.univocity_univocity-parsers-1.5.1.jar'),
> ('spark.executor.id', 'driver'), ('spark.app.name', 'test.py'),
> ('spark.cores.max', '10'), ('spark.serializer',
> 'org.apache.spark.serializer.KryoSerializer'), ('spark.driver.port',
> '35596'), ('spark.sql.catalogImplementation', 'hive'),
> ('spark.sql.warehouse.dir', '<path>'), ('spark.rdd.compress', 'True'),
> ('spark.driver.memory', '8g'), ('spark.serializer.objectStreamReset', '100'),
> ('spark.executor.memory', '8g'), ('spark.executor.cores', '3'),
> ('spark.submit.deployMode', 'client'), ('spark.files',
> 'file:/home/user/test.py,file:/home/user/.ivy2/jars/com.databricks_spark-csv_2.11-1.2.0.jar,file:/home/user/.ivy2/jars/org.apache.commons_commons-csv-1.1.jar,file:/home/user/.ivy2/jars/com.univocity_univocity-parsers-1.5.1.jar'),
> ('spark.master', 'spark://master:7077'), ('spark.submit.pyFiles',
> '/home/user/.ivy2/jars/com.databricks_spark-csv_2.11-1.2.0.jar,/home/user/.ivy2/jars/org.apache.commons_commons-csv-1.1.jar,/home/user/.ivy2/jars/com.univocity_univocity-parsers-1.5.1.jar'),
> ('spark.driver.host', 'master')]
> <pyspark.sql.context.HiveContext object at 0x7f6f87b2e5f8>
> [('spark.jars.packages', 'com.databricks:spark-csv_2.11:1.2.0'),
> ('spark.local.dir', '/mnt/sparklocaldir/'), ('hive.metastore.warehouse.dir',
> '<path>'), ('spark.app.id', 'app-20170417221942-0003'), ('spark.jars',
> 'file:/home/user/.ivy2/jars/com.databricks_spark-csv_2.11-1.2.0.jar,file:/home/user/.ivy2/jars/org.apache.commons_commons-csv-1.1.jar,file:/home/user/.ivy2/jars/com.univocity_univocity-parsers-1.5.1.jar'),
> ('spark.executor.id', 'driver'), ('spark.app.name', 'test.py'),
> ('spark.cores.max', '10'), ('spark.serializer',
> 'org.apache.spark.serializer.KryoSerializer'), ('spark.driver.port',
> '35596'), ('spark.sql.catalogImplementation', 'hive'),
> ('spark.sql.warehouse.dir', '<path>'), ('spark.rdd.compress', 'True'),
> ('spark.driver.memory', '8g'), ('spark.serializer.objectStreamReset', '100'),
> ('spark.executor.memory', '8g'), ('spark.executor.cores', '3'),
> ('spark.submit.deployMode', 'client'), ('spark.files',
> 'file:/home/user/test.py,file:/home/user/.ivy2/jars/com.databricks_spark-csv_2.11-1.2.0.jar,file:/home/user/.ivy2/jars/org.apache.commons_commons-csv-1.1.jar,file:/home/user/.ivy2/jars/com.univocity_univocity-parsers-1.5.1.jar'),
> ('spark.master', 'spark://master:7077'), ('spark.submit.pyFiles',
> '/home/user/.ivy2/jars/com.databricks_spark-csv_2.11-1.2.0.jar,/home/user/.ivy2/jars/org.apache.commons_commons-csv-1.1.jar,/home/user/.ivy2/jars/com.univocity_univocity-parsers-1.5.1.jar'),
> ('spark.driver.host', 'master')]
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