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| author | Yijie Shen <henry.yijieshen@gmail.com> | 2015-07-02 10:12:25 -0700 |
|---|---|---|
| committer | Michael Armbrust <michael@databricks.com> | 2015-07-02 10:12:25 -0700 |
| commit | 52302a803967114b29a8bf6b74459477364c5b88 (patch) | |
| tree | 0a694ba254c0c113eb69277a445898f1421a386d /mllib | |
| parent | afa021e03f0a1a326be2ed742332845b77f94c55 (diff) | |
| download | spark-52302a803967114b29a8bf6b74459477364c5b88.tar.gz spark-52302a803967114b29a8bf6b74459477364c5b88.tar.bz2 spark-52302a803967114b29a8bf6b74459477364c5b88.zip | |
[SPARK-8407] [SQL] complex type constructors: struct and named_struct
This is a follow up of [SPARK-8283](https://issues.apache.org/jira/browse/SPARK-8283) ([PR-6828](https://github.com/apache/spark/pull/6828)), to support both `struct` and `named_struct` in Spark SQL.
After [#6725](https://github.com/apache/spark/pull/6828), the semantic of [`CreateStruct`](https://github.com/apache/spark/blob/master/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/complexTypes.scala#L56) methods have changed a little and do not limited to cols of `NamedExpressions`, it will name non-NamedExpression fields following the hive convention, col1, col2 ...
This PR would both loosen [`struct`](https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/functions.scala#L723) to take children of `Expression` type and add `named_struct` support.
Author: Yijie Shen <henry.yijieshen@gmail.com>
Closes #6874 from yijieshen/SPARK-8283 and squashes the following commits:
4cd3375ac [Yijie Shen] change struct documentation
d599d0b [Yijie Shen] rebase code
9a7039e [Yijie Shen] fix reviews and regenerate golden answers
b487354 [Yijie Shen] replace assert using checkAnswer
f07e114 [Yijie Shen] tiny fix
9613be9 [Yijie Shen] review fix
7fef712 [Yijie Shen] Fix checkInputTypes' implementation using foldable and nullable
60812a7 [Yijie Shen] Fix type check
828d694 [Yijie Shen] remove unnecessary resolved assertion inside dataType method
fd3cd8e [Yijie Shen] remove type check from eval
7a71255 [Yijie Shen] tiny fix
ccbbd86 [Yijie Shen] Fix reviews
47da332 [Yijie Shen] remove nameStruct API from DataFrame
917e680 [Yijie Shen] Fix reviews
4bd75ad [Yijie Shen] loosen struct method in functions.scala to take Expression children
0acb7be [Yijie Shen] Add CreateNamedStruct in both DataFrame function API and FunctionRegistery
Diffstat (limited to 'mllib')
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