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Posted to user@spark.apache.org by Nathan Kronenfeld <nk...@uncharted.software> on 2019/09/09 20:48:07 UTC

Problem upgrading from 2.3.1 to 2.4.3 with gradle

Hi, Spark community.

We are trying to upgrade our application from spark 2.3.1 to 2.4.3, and
came across a weird problem.

We are using Gradle for dependency management.

Spark depends on twitter-chill, which depends on kryo-shaded. All our
dependencies to kryo-shaded come from twitter, and all request version 4.0.2

Gradle, however, in its infinite wisdom, pulls version 3.0.3 instead, and
that won't even compile.

dependencyInsight returns the following:

com.esotericsoftware:kryo-shaded:3.0.3 (selected by rule)
   variant "runtime" [
      org.gradle.status = release (not requested)
      Requested attributes not found in the selected variant:
         org.gradle.usage  = java-api
   ]

com.esotericsoftware:kryo-shaded:4.0.2 -> 3.0.3
+--- com.twitter:chill-java:0.9.3
|    +--- org.apache.spark:spark-core_2.11:2.4.3
|    |    +--- compileClasspath
|    |    +--- org.apache.spark:spark-mllib_2.11:2.4.3
|    |    |    \--- compileClasspath
|    |    +--- org.apache.spark:spark-sql_2.11:2.4.3
|    |    |    +--- compileClasspath
|    |    |    \--- org.apache.spark:spark-mllib_2.11:2.4.3 (*)
|    |    +--- org.apache.spark:spark-catalyst_2.11:2.4.3
|    |    |    \--- org.apache.spark:spark-sql_2.11:2.4.3 (*)
|    |    +--- org.apache.spark:spark-streaming_2.11:2.4.3
|    |    |    \--- org.apache.spark:spark-mllib_2.11:2.4.3 (*)
|    |    \--- org.apache.spark:spark-graphx_2.11:2.4.3
|    |         \--- org.apache.spark:spark-mllib_2.11:2.4.3 (*)
|    \--- com.twitter:chill_2.11:0.9.3
|         +--- org.apache.spark:spark-core_2.11:2.4.3 (*)
|         \--- org.apache.spark:spark-unsafe_2.11:2.4.3
|              +--- org.apache.spark:spark-catalyst_2.11:2.4.3 (*)
|              \--- org.apache.spark:spark-core_2.11:2.4.3 (*)
\--- com.twitter:chill_2.11:0.9.3 (*)

I presume this means that Gradle can't find the property/value
org.gradle.usage=java-api in kryo-shaded version 4.0.2, but it can in 3.0.3?

Does anyone know why this might occur? I see no reference to
org.gradle.usage in either our or spark's build files, so (assuming I even
understand the problem correctly) I have no idea where this requirement is
coming from.

We can work around the problem by setting the kryo-shaded version
explicitly, but of course this means we would have to keep setting it as we
upgrade in the future, so of course this is not ideal.

I realize this is likely (though not certainly) a gradle, not a spark,
problem, but I'm hoping someone else here has encountered this before?

Thanks in advance,
                                    -Nathan Kronenfeld