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Posted to issues@spark.apache.org by "Josh Rosen (JIRA)" <ji...@apache.org> on 2015/07/28 08:22:04 UTC
[jira] [Created] (SPARK-9399) Assorted micro-optimizations in
PythonRDD
Josh Rosen created SPARK-9399:
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Summary: Assorted micro-optimizations in PythonRDD
Key: SPARK-9399
URL: https://issues.apache.org/jira/browse/SPARK-9399
Project: Spark
Issue Type: Improvement
Components: PySpark
Reporter: Josh Rosen
Assignee: Josh Rosen
Priority: Minor
There are a few minor optimizations in PythonRDD which may avoid garbage creation or Scala overheads:
- Replace a foreach() loop with a while() loop.
- Returns nulls instead of Options to avoid allocating an Option once per read() call.
- Call .size() instead of .length(), thereby avoiding an implicit Java -> Scala collections conversion.
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