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Posted to issues@spark.apache.org by "Cheng Lian (JIRA)" <ji...@apache.org> on 2014/08/29 06:28:12 UTC
[jira] [Created] (SPARK-3294) Avoid boxing/unboxing when handling
in-memory columnar storage
Cheng Lian created SPARK-3294:
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Summary: Avoid boxing/unboxing when handling in-memory columnar storage
Key: SPARK-3294
URL: https://issues.apache.org/jira/browse/SPARK-3294
Project: Spark
Issue Type: Improvement
Components: SQL
Affects Versions: 1.0.2, 1.1.0
Reporter: Cheng Lian
Priority: Critical
When Spark SQL in-memory columnar storage was implemented, we tried to avoid boxing/unboxing costs as much as possible, but {{javap}} shows that there still exist code that involves boxing/unboxing on critical paths due to type erasure, especially methods of sub-classes of {{ColumnType}}. Should eliminate them whenever possible for better performance.
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