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Posted to reviews@spark.apache.org by 10110346 <gi...@git.apache.org> on 2018/08/02 04:43:57 UTC
[GitHub] spark pull request #21957: [SPARK-24994][SQL] When the data type of the fiel...
GitHub user 10110346 opened a pull request:
https://github.com/apache/spark/pull/21957
[SPARK-24994][SQL] When the data type of the field is converted to other types, it can also support pushdown to parquet
## What changes were proposed in this pull request?
For this statement: select * from table1 where a = 100;
the data type of `a` is `smallint` , because the defaut data type of 100 is `int` ,so `a` is converted to `int`.
In this case, it does not support push down to parquet.
In our business, for our SQL statements, and we generally do not convert 100 to `smallint`, this pr can support push down to parquet for this situation.
## How was this patch tested?
added unit tests
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/10110346/spark otherpushdown
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/21957.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 #21957
----
commit 7368d0ad9d790c589dee82d1d144d90fd1d40a70
Author: liuxian <li...@...>
Date: 2018-08-02T01:51:49Z
fix
----
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[GitHub] spark pull request #21957: [SPARK-24994][SQL] When the data type of the fiel...
Posted by cloud-fan <gi...@git.apache.org>.
Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/21957#discussion_r233287374
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/DataSourceScanExec.scala ---
@@ -269,7 +269,8 @@ case class FileSourceScanExec(
}
@transient
- private val pushedDownFilters = dataFilters.flatMap(DataSourceStrategy.translateFilter)
+ private val pushedDownFilters = dataFilters.flatMap(DataSourceStrategy.
+ translateFilter(_, !relation.fileFormat.isInstanceOf[ParquetSource]))
--- End diff --
I don't think we accept changes like this. If this is specific to parquet, do it in `ParquetFilters`.
And I still prefer to normalize the filters and remove unnecessary cast, before pushing filters down to data sources.
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[GitHub] spark issue #21957: [SPARK-24994][SQL] When the data type of the field is co...
Posted by 10110346 <gi...@git.apache.org>.
Github user 10110346 commented on the issue:
https://github.com/apache/spark/pull/21957
If so,this will have a big impact. I see a lot of unit tests failed.
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[GitHub] spark issue #21957: [SPARK-24994][SQL] When the data type of the field is co...
Posted by cloud-fan <gi...@git.apache.org>.
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/21957
shall we normalize the filters before pushing it down? e.g. `Cast(a, Int) > 100` should be `a > 100` because 100 is within the byte range.
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[GitHub] spark issue #21957: [SPARK-24994][SQL] When the data type of the field is co...
Posted by holdensmagicalunicorn <gi...@git.apache.org>.
Github user holdensmagicalunicorn commented on the issue:
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@10110346, thanks! I am a bot who has found some folks who might be able to help with the review:@yhuai, @gatorsmile and @cloud-fan
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[GitHub] spark pull request #21957: [SPARK-24994][SQL] When the data type of the fiel...
Posted by 10110346 <gi...@git.apache.org>.
Github user 10110346 commented on a diff in the pull request:
https://github.com/apache/spark/pull/21957#discussion_r236965962
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/DataSourceScanExec.scala ---
@@ -269,7 +269,8 @@ case class FileSourceScanExec(
}
@transient
- private val pushedDownFilters = dataFilters.flatMap(DataSourceStrategy.translateFilter)
+ private val pushedDownFilters = dataFilters.flatMap(DataSourceStrategy.
+ translateFilter(_, !relation.fileFormat.isInstanceOf[ParquetSource]))
--- End diff --
Thanks
Yeah, this is not a good solution, I can't solve this problem better now.
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retest this please
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[GitHub] spark pull request #21957: [SPARK-24994][SQL] When the data type of the fiel...
Posted by maropu <gi...@git.apache.org>.
Github user maropu commented on a diff in the pull request:
https://github.com/apache/spark/pull/21957#discussion_r207155086
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSourceStrategy.scala ---
@@ -436,8 +436,9 @@ object DataSourceStrategy {
*
* @return a `Some[Filter]` if the input [[Expression]] is convertible, otherwise a `None`.
*/
- protected[sql] def translateFilter(predicate: Expression): Option[Filter] = {
- predicate match {
+ protected[sql] def translateFilter(predicate: Expression,
+ filterCast: Boolean = true): Option[Filter] = {
--- End diff --
nit: style issue (you'd be better to check the style in other places again);
```
protected[sql] def translateFilter(
predicate: Expression,
filterCast: Boolean = true): Option[Filter] = {
```
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[GitHub] spark issue #21957: [SPARK-24994][SQL] When the data type of the field is co...
Posted by 10110346 <gi...@git.apache.org>.
Github user 10110346 commented on the issue:
https://github.com/apache/spark/pull/21957
retest this please
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[GitHub] spark issue #21957: [SPARK-24994][SQL] When the data type of the field is co...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/21957
Test PASSed.
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https://amplab.cs.berkeley.edu/jenkins//job/testing-k8s-prb-make-spark-distribution-unified/1611/
Test PASSed.
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