GitHub user BryanCutler opened a pull request:
https://github.com/apache/spark/pull/17048
[SPARK-14772][PYTHON][ML] Fixed Params.copy method to match Scala
implementation
## What changes were proposed in this pull request?
Fixed the PySpark Params.copy method to behave like the Scala
implementation. The main issue was that it did not account for the
_defaultParamMap and merged it into the explicitly created param map.
## How was this patch tested?
Added new unit test to verify the copy method behaves correctly for copying
uid, explicitly created params, and default params.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/BryanCutler/spark
pyspark-ml-param_copy-Scala_sync-SPARK-14772-2_1
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/17048.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #17048
commit adeb5b7ea313662a6ab0803acbda1ec8b88bac9f
Author: Bryan Cutler
Date: 2017-02-01T23:19:57Z
fixed Params.copy method to account for _defaultParamMap and match Scala
implementation
modified test case to include an explicitly set param
reworked test to be Python 2.6 compatible
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