spark-instrumented-optimizer/resource-managers
Marcelo Vanzin 6be272b75b [SPARK-25876][K8S] Simplify kubernetes configuration types.
There are a few issues with the current configuration types used in
the kubernetes backend:

- they use type parameters for role-specific specialization, which makes
  type signatures really noisy throughout the code base.

- they break encapsulation by forcing the code that creates the config
  object to remove the configuration from SparkConf before creating the
  k8s-specific wrapper.

- they don't provide an easy way for tests to have default values for
  fields they do not use.

This change fixes those problems by:

- creating a base config type with role-specific specialization using
  inheritance

- encapsulating the logic of parsing SparkConf into k8s-specific views
  inside the k8s config classes

- providing some helper code for tests to easily override just the part
  of the configs they want.

Most of the change relates to the above, especially cleaning up the
tests. While doing that, I also made some smaller changes elsewhere:

- removed unnecessary type parameters in KubernetesVolumeSpec

- simplified the error detection logic in KubernetesVolumeUtils; all
  the call sites would just throw the first exception collected by
  that class, since they all called "get" on the "Try" object. Now
  the unnecessary wrapping is gone and the exception is just thrown
  where it occurs.

- removed a lot of unnecessary mocking from tests.

- changed the kerberos-related code so that less logic needs to live
  in the driver builder. In spirit it should be part of the upcoming
  work in this series of cleanups, but it made parts of this change
  simpler.

Tested with existing unit tests and integration tests.

Author: Marcelo Vanzin <vanzin@cloudera.com>

Closes #22959 from vanzin/SPARK-25876.
2018-11-30 16:23:37 -08:00
..
kubernetes [SPARK-25876][K8S] Simplify kubernetes configuration types. 2018-11-30 16:23:37 -08:00
mesos [SPARK-25956] Make Scala 2.12 as default Scala version in Spark 3.0 2018-11-14 16:22:23 -08:00
yarn [MINOR][YARN] Make memLimitExceededLogMessage more clean 2018-11-20 08:27:57 -06:00