zhengruifeng created SPARK-30931:
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Summary: ML 3.0 QA: API: Python API coverage
Key: SPARK-30931
URL: https://issues.apache.org/jira/browse/SPARK-30931
Project: Spark
Issue Type: Sub-task
Components: Documentation, ML, MLlib, PySpark
Affects Versions: 3.0.0
Reporter: zhengruifeng
For new public APIs added to MLlib ({{spark.ml}} only), we need to check the
generated HTML doc and compare the Scala & Python versions.
* *GOAL*: Audit and create JIRAs to fix in the next release.
* *NON-GOAL*: This JIRA is _not_ for fixing the API parity issues.
We need to track:
* Inconsistency: Do class/method/parameter names match?
* Docs: Is the Python doc missing or just a stub? We want the Python doc to be
as complete as the Scala doc.
* API breaking changes: These should be very rare but are occasionally either
necessary (intentional) or accidental. These must be recorded and added in the
Migration Guide for this release.
** Note: If the API change is for an Alpha/Experimental/DeveloperApi
component, please note that as well.
* Missing classes/methods/parameters: We should create to-do JIRAs for
functionality missing from Python, to be added in the next release cycle.
*Please use a _separate_ JIRA (linked below as "requires") for this list of
to-do items.*
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