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https://issues.apache.org/jira/browse/SPARK-21752?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16129472#comment-16129472
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Stavros Kontopoulos edited comment on SPARK-21752 at 8/16/17 10:29 PM:
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@Jakub Nowacki I figured out the import, no I mean it does now show any
downloading of jars and fails the same way as example one fails. I am using
spark-2.2.0-bin-hadoop2.7 downloaded from the official site.
Here is a gist with my run trying to override (probably will not work as it
returns the same session):
https://gist.github.com/skonto/31f4d43ca4e095d72a5185d8b81fa526
https://gist.github.com/skonto/0ac92f0225bce155feec5234041bf62f
was (Author: skonto):
@Jakub Nowacki I figured out the import, no I mean it does now show any
downloading of jars and fails the same way as example one fails. I am using
spark-2.2.0-bin-hadoop2.7 downloaded from the official site.
Here is a gist with my run trying to override (probably will not work as it
returns the same session):
https://gist.github.com/skonto/31f4d43ca4e095d72a5185d8b81fa526
> Config spark.jars.packages is ignored in SparkSession config
> ------------------------------------------------------------
>
> Key: SPARK-21752
> URL: https://issues.apache.org/jira/browse/SPARK-21752
> Project: Spark
> Issue Type: Bug
> Components: SQL
> Affects Versions: 2.2.0
> Reporter: Jakub Nowacki
>
> If I put a config key {{spark.jars.packages}} using {{SparkSession}} builder
> as follows:
> {code}
> spark = pyspark.sql.SparkSession.builder\
> .appName('test-mongo')\
> .master('local[*]')\
> .config("spark.jars.packages",
> "org.mongodb.spark:mongo-spark-connector_2.11:2.2.0")\
> .config("spark.mongodb.input.uri", "mongodb://mongo/test.coll") \
> .config("spark.mongodb.output.uri", "mongodb://mongo/test.coll") \
> .getOrCreate()
> {code}
> the SparkSession gets created but there are no package download logs printed,
> and if I use the loaded classes, Mongo connector in this case, but it's the
> same for other packages, I get {{java.lang.ClassNotFoundException}} for the
> missing classes.
> If I use the config file {{conf/spark-defaults.comf}}, command line option
> {{--packages}}, e.g.:
> {code}
> import os
> os.environ['PYSPARK_SUBMIT_ARGS'] = '--packages
> org.mongodb.spark:mongo-spark-connector_2.11:2.2.0 pyspark-shell'
> {code}
> it works fine. Interestingly, using {{SparkConf}} object works fine as well,
> e.g.:
> {code}
> conf = pyspark.SparkConf()
> conf.set("spark.jars.packages",
> "org.mongodb.spark:mongo-spark-connector_2.11:2.2.0")
> conf.set("spark.mongodb.input.uri", "mongodb://mongo/test.coll")
> conf.set("spark.mongodb.output.uri", "mongodb://mongo/test.coll")
> spark = pyspark.sql.SparkSession.builder\
> .appName('test-mongo')\
> .master('local[*]')\
> .config(conf=conf)\
> .getOrCreate()
> {code}
> The above is in Python but I've seen the behavior in other languages, though,
> I didn't check R.
> I also have seen it in older Spark versions.
> It seems that this is the only config key that doesn't work for me via the
> {{SparkSession}} builder config.
> Note that this is related to creating new {{SparkSession}} as getting new
> packages into existing {{SparkSession}} doesn't indeed make sense. Thus this
> will only work with bare Python, Scala or Java, and not on {{pyspark}} or
> {{spark-shell}} as they create the session automatically; it this case one
> would need to use {{--packages}} option.
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