内存不足错误构建火花时出错

Question

I am building spark by using sbt. When I run the following command:

sbt/sbt assembly

it takes some time to build spark. There are several warning that appear and at the end I am getting following errors:

[error] java.util.concurrent.ExecutionException: java.lang.OutOfMemoryError: Java heap space
[error] Use 'last' for the full log.

When I check sbt version using command sbt sbtVersion , I get following result:

[warn] Multiple resolvers having different access mechanism configured with same name 'sbt-plugin-releases'. To avoid conflict, Remove duplicate project resolvers (`resolvers`) or rename publishing resolver (`publishTo`).
[warn] There may be incompatibilities among your library dependencies.
[warn] Here are some of the libraries that were evicted:
[warn]  * com.typesafe.sbt:sbt-git:0.6.1 -> 0.6.2
[warn]  * com.typesafe.sbt:sbt-site:0.7.0 -> 0.7.1
.......
[info] streaming-zeromq/*:sbtVersion
[info]  0.13.7
[info] repl/*:sbtVersion
[info]  0.13.7
[info] spark/*:sbtVersion
[info]  0.13.7

When I give command, ./bin/spark-shell , I get following output:

ls: cannot access '/home/neel_shah/spark/spark-1.6.1/assembly/target/scala-2.10': No such file or directory
Failed to find Spark assembly in /home/neel_shah/spark/spark-1.6.1/assembly/target/scala-2.10.
You need to build Spark before running this program.

What can the solution be?

Answer 1

You must configure SBT heap size:

• on linux type export SBT_OPTS="-Xmx2G" to set it temporary
• on linux you can edit ~/.bash_profile and add line export SBT_OPTS="-Xmx2G"
• on windows type set JAVA_OPTS=-Xmx2G to set it temporary
• on windows you can edit sbt\\conf\\sbtconfig.txt and set -Xmx2G

More info:

http://www.scala-sbt.org/0.13.1/docs/Getting-Started/Setup.html

How to set heap size for sbt?

Answer 2

This is probably not a common resolution, but in my case I had to run this command to resolve the OutOfMemoryError when building a spark project with sbt (path is specific to mac OS):

rm -rf /Users/markus.braasch/Library/Caches/Coursier/v1/https/

Increasing memory settings for a variety of arguments in SBT_OPTS did not solve it.