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Posted to issues@spark.apache.org by "Tony Cebzanov (JIRA)" <ji...@apache.org> on 2016/01/29 23:04:40 UTC
[jira] [Issue Comment Deleted] (SPARK-10658) Could pyspark provide
addJars() as scala spark API?
[ https://issues.apache.org/jira/browse/SPARK-10658?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Tony Cebzanov updated SPARK-10658:
----------------------------------
Comment: was deleted
(was: I'm also noticing that the %addjar magic doesn't seem to work with PySpark (works fine in scala.) Is that related to this issue? If so, will resolving this issue also allow %addjar to work?)
> Could pyspark provide addJars() as scala spark API?
> ----------------------------------------------------
>
> Key: SPARK-10658
> URL: https://issues.apache.org/jira/browse/SPARK-10658
> Project: Spark
> Issue Type: Wish
> Components: PySpark
> Affects Versions: 1.3.1
> Environment: Linux ubuntu 14.01 LTS
> Reporter: ryanchou
> Labels: features
> Original Estimate: 48h
> Remaining Estimate: 48h
>
> My spark program was written by pyspark API , and it has used the spark-csv jar library.
> I could submit the task by spark-submit, and add `--jars` arguments for using spark-csv jar library as following commands:
> ```
> /bin/spark-submit --jars /path/spark-csv_2.10-1.1.0.jar xxx.py
> ```
> However I need to run my unittests like:
> ```
> py.test -vvs test_xxx.py
> ```
> It could't add jars by adding '--jars' arugment.
> Therefore I tried to use the SparkContext.addPyFile() API to add jars in my test_xxx.py.
> Because I saw the addPyFile()'s doc mention me PACKAGES_EXTENSIONS = (.zip, .py, .jar).
> Does it mean that I could add *.jar (jar libraries) by using the addPyFile()?
> The codes which using addPyFile() to add jars as below:
> ```
> self.sc.addPyFile(join(lib_path, "spark-csv_2.10-1.1.0.jar"))
> sqlContext = SQLContext(self.sc)
> self.dataframe = sqlContext.load(
> source="com.databricks.spark.csv",
> header="true",
> path="xxx.csv"
> )
> ```
> While it doesn't work. sqlContext cannot load the source(com.databricks.spark.csv)
> Eventually I have found another way to set the enviroment variable SPARK_CLASSPATH for loading jars libraries
> ```
> SPARK_CLASSPATH="/path/xxx.jar:/path/xxx2.jar" py.test -vvs test_xxx.py
> ```
> It could load the jars libraries and sqlContext could load source succeed as well as adding `--jar xxx1.jar` arguments
> For the situation on using third party jars (.py & .egg could work well by using addPyFile()) in pyspark-written scripts.
> and it cannot use `--jars` on the situation (py.test -vvs test_xxx.py).
> Have you ever planed to provide an API such as addJars() in scala for adding jars to spark program, or was there a better way to add jars I still havent found it yet?
> If someone want to addjars() in pyspark-written scripts not using '--jars'.
> Could you give us some suggestions on it?
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