How to specify multiple dependencies using --packages for spark-submit?

davidpricedev picture davidpricedev · Nov 26, 2015 · Viewed 16.3k times · Source

I have the following as the command line to start a spark streaming job.

    spark-submit --class com.biz.test \
            --packages \
                org.apache.spark:spark-streaming-kafka_2.10:1.3.0 \
                org.apache.hbase:hbase-common:1.0.0 \
                org.apache.hbase:hbase-client:1.0.0 \
                org.apache.hbase:hbase-server:1.0.0 \
                org.json4s:json4s-jackson:3.2.11 \
            ./test-spark_2.10-1.0.8.jar \
            >spark_log 2>&1 &

The job fails to start with the following error:

Exception in thread "main" java.lang.IllegalArgumentException: Given path is malformed: org.apache.hbase:hbase-common:1.0.0
    at org.apache.spark.util.Utils$.resolveURI(Utils.scala:1665)
    at org.apache.spark.deploy.SparkSubmitArguments.parse$1(SparkSubmitArguments.scala:432)
    at org.apache.spark.deploy.SparkSubmitArguments.parseOpts(SparkSubmitArguments.scala:288)
    at org.apache.spark.deploy.SparkSubmitArguments.<init>(SparkSubmitArguments.scala:87)
    at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:105)
    at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)

I've tried removing the formatting and returning to a single line, but that doesn't resolve the issue. I've also tried a bunch of variations: different versions, added _2.10 to the end of the artifactId, etc.

According to the docs (spark-submit --help):

The format for the coordinates should be groupId:artifactId:version.

So what I have should be valid and should reference this package.

If it helps, I'm running Cloudera 5.4.4.

What am I doing wrong? How can I reference the hbase packages correctly?

Answer

zero323 picture zero323 · Nov 26, 2015

A list of packages should be separated using commas without whitespaces (breaking lines should work just fine) for example

--packages  org.apache.spark:spark-streaming-kafka_2.10:1.3.0,\
  org.apache.hbase:hbase-common:1.0.0