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Spark comes with a fairly comprehensive suite for unit tests, functional tests and integration tests. All pull requests are automatically tested on Jenkins, currently hosted by the Berkeley AMPLab. In order to run the same set of tests Jenkins run locally, you can use the scripts in  

To run through the whole suite for tests (along with code style check and binary compatibility checks), run /dev/run-tests.

Starter Tasks

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