How to add any new library like spark-csv in Apache Spark prebuilt version

Question

I have build the Spark-csv and able to use the same from pyspark shell using the following command

bin/spark-shell --packages com.databricks:spark-csv_2.10:1.0.3 

error getting

>>> df_cat.save("k.csv","com.databricks.spark.csv") Traceback (most recent call last):   File "<stdin>", line 1, in <module>   File "/Users/abhishekchoudhary/bigdata/cdh5.2.0/spark-1.3.1/python/pyspark/sql/dataframe.py", line 209, in save     self._jdf.save(source, jmode, joptions)   File "/Users/abhishekchoudhary/bigdata/cdh5.2.0/spark-1.3.1/python/lib/py4j-0.8.2.1-src.zip/py4j/java_gateway.py", line 538, in __call__   File "/Users/abhishekchoudhary/bigdata/cdh5.2.0/spark-1.3.1/python/lib/py4j-0.8.2.1-src.zip/py4j/protocol.py", line 300, in get_return_value py4j.protocol.Py4JJavaError 

Where should I place the jar file in my spark pre-built setup so that I will be able to access spark-csv from python editor directly as well.

Answer 1

At the time I used spark-csv, I also had to download commons-csv jar (not sure it is still relevant). Both jars where in the spark distribution folder.

1. I downloaded the jars as follow:

   wget http://search.maven.org/remotecontent?filepath=org/apache/commons/commons-csv/1.1/commons-csv-1.1.jar -O commons-csv-1.1.jar<br/>     wget http://search.maven.org/remotecontent?filepath=com/databricks/spark-csv_2.10/1.0.0/spark-csv_2.10-1.0.0.jar -O spark-csv_2.10-1.0.0.jar 

2. then started the python spark shell with the arguments:

   ./bin/pyspark --jars "spark-csv_2.10-1.0.0.jar,commons-csv-1.1.jar" 

3. and read a spark dataframe from a csv file:

   from pyspark.sql import SQLContext sqlContext = SQLContext(sc) df = sqlContext.load(source="com.databricks.spark.csv", path = "/path/to/you/file.csv") df.show() 

Answer 2

Another option is to add the following to your spark-defaults.conf:

spark.jars.packages com.databricks:spark-csv_2.11:1.2.0