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Posted to reviews@spark.apache.org by davies <gi...@git.apache.org> on 2017/01/13 20:04:05 UTC
[GitHub] spark pull request #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attr...
GitHub user davies opened a pull request:
https://github.com/apache/spark/pull/16581
[SPARK-18589] [SQL] Fix Python UDF accessing attributes from both side of join
## What changes were proposed in this pull request?
PythonUDF is unevaluable, which can not be used inside a join condition, currently the optimizer will push a PythonUDF which accessing both side of join into the join condition, then the query will fail to plan.
This PR fix this issue by checking the expression is evaluable or not before pushing it into Join.
## How was this patch tested?
Add a regression test.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/davies/spark pyudf_join
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/16581.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 #16581
----
commit 95d73fcf911bfb25b20fea798d1f7b3f4b319e26
Author: Davies Liu <da...@databricks.com>
Date: 2017-01-13T19:50:11Z
Fix Python UDF accessing attributes from both side of join
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16581
**[Test build #3541 has started](https://amplab.cs.berkeley.edu/jenkins/job/NewSparkPullRequestBuilder/3541/testReport)** for PR 16581 at commit [`e4db820`](https://github.com/apache/spark/commit/e4db8209843379fdd385dbf299baca7dea410075).
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by AmplabJenkins <gi...@git.apache.org>.
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16581
**[Test build #71349 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71349/testReport)** for PR 16581 at commit [`c45126b`](https://github.com/apache/spark/commit/c45126bae138c68ef74298ff444421e3305640cd).
* This patch **fails from timeout after a configured wait of \`250m\`**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by hvanhovell <gi...@git.apache.org>.
Github user hvanhovell commented on the issue:
https://github.com/apache/spark/pull/16581
I cannot backport it, could open a PR for 2.1.
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[GitHub] spark pull request #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attr...
Posted by hvanhovell <gi...@git.apache.org>.
Github user hvanhovell commented on a diff in the pull request:
https://github.com/apache/spark/pull/16581#discussion_r96121284
--- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/predicates.scala ---
@@ -86,6 +86,19 @@ trait PredicateHelper {
*/
protected def canEvaluate(expr: Expression, plan: LogicalPlan): Boolean =
expr.references.subsetOf(plan.outputSet)
+
+ /**
+ * Returns true iff `expr` could be evaluated as a condition within join.
+ */
+ protected def canEvaluateWithinJoin(expr: Expression): Boolean = {
+ expr.find {
+ case e: SubqueryExpression =>
+ // non-correlated subquery will be replaced as literal
+ e.children.nonEmpty
+ case e: Unevaluable => true
--- End diff --
`Unevaluable` is not evaluable. This block tries to find a case that is not evaluable in a join, and then negates it by isEmpty. I have to admit that we should document this.
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[GitHub] spark pull request #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attr...
Posted by davies <gi...@git.apache.org>.
Github user davies commented on a diff in the pull request:
https://github.com/apache/spark/pull/16581#discussion_r96469102
--- Diff: python/pyspark/sql/tests.py ---
@@ -342,6 +342,15 @@ def test_udf_in_filter_on_top_of_outer_join(self):
df = df.withColumn('b', udf(lambda x: 'x')(df.a))
self.assertEqual(df.filter('b = "x"').collect(), [Row(a=1, b='x')])
+ def test_udf_in_filter_on_top_of_join(self):
--- End diff --
done
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[GitHub] spark pull request #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attr...
Posted by asfgit <gi...@git.apache.org>.
Github user asfgit closed the pull request at:
https://github.com/apache/spark/pull/16581
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16581
**[Test build #71520 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71520/testReport)** for PR 16581 at commit [`e4db820`](https://github.com/apache/spark/commit/e4db8209843379fdd385dbf299baca7dea410075).
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by hvanhovell <gi...@git.apache.org>.
Github user hvanhovell commented on the issue:
https://github.com/apache/spark/pull/16581
LGTM - merging to master/2.1.
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/16581
**[Test build #71346 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71346/testReport)** for PR 16581 at commit [`95d73fc`](https://github.com/apache/spark/commit/95d73fcf911bfb25b20fea798d1f7b3f4b319e26).
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16581
**[Test build #71520 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71520/testReport)** for PR 16581 at commit [`e4db820`](https://github.com/apache/spark/commit/e4db8209843379fdd385dbf299baca7dea410075).
* This patch **fails from timeout after a configured wait of \`250m\`**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16581
**[Test build #71671 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71671/testReport)** for PR 16581 at commit [`d6bba37`](https://github.com/apache/spark/commit/d6bba37147fef5088513542098d14a8650d7339b).
* This patch **fails Spark unit tests**.
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by AmplabJenkins <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/16581
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by davies <gi...@git.apache.org>.
Github user davies commented on the issue:
https://github.com/apache/spark/pull/16581
Cherry-picked into 2.1 branch.
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by davies <gi...@git.apache.org>.
Github user davies commented on the issue:
https://github.com/apache/spark/pull/16581
cc @hvanhovell
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/16581
**[Test build #3542 has finished](https://amplab.cs.berkeley.edu/jenkins/job/NewSparkPullRequestBuilder/3542/testReport)** for PR 16581 at commit [`d6bba37`](https://github.com/apache/spark/commit/d6bba37147fef5088513542098d14a8650d7339b).
* This patch **fails Spark unit tests**.
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Posted by AmplabJenkins <gi...@git.apache.org>.
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[GitHub] spark pull request #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attr...
Posted by rxin <gi...@git.apache.org>.
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16581#discussion_r96111130
--- Diff: python/pyspark/sql/tests.py ---
@@ -342,6 +342,14 @@ def test_udf_in_filter_on_top_of_outer_join(self):
df = df.withColumn('b', udf(lambda x: 'x')(df.a))
self.assertEqual(df.filter('b = "x"').collect(), [Row(a=1, b='x')])
+ def test_udf_in_filter_on_top_of_join(self):
--- End diff --
should reference jira number
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16581
**[Test build #71346 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71346/testReport)** for PR 16581 at commit [`95d73fc`](https://github.com/apache/spark/commit/95d73fcf911bfb25b20fea798d1f7b3f4b319e26).
* This patch **fails Python style tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attr...
Posted by rxin <gi...@git.apache.org>.
Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/16581#discussion_r96111124
--- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/predicates.scala ---
@@ -86,6 +86,19 @@ trait PredicateHelper {
*/
protected def canEvaluate(expr: Expression, plan: LogicalPlan): Boolean =
expr.references.subsetOf(plan.outputSet)
+
+ /**
+ * Returns true iff `expr` could be evaluated as a condition within join.
+ */
+ protected def canEvaluateWithinJoin(expr: Expression): Boolean = {
+ expr.find {
+ case e: SubqueryExpression =>
+ // non-correlated subquery will be replaced as literal
+ e.children.nonEmpty
+ case e: Unevaluable => true
--- End diff --
we need more documentation here on why should be considered evaluable as a join condition.
for example, just looking at this code i have no idea why Uneavaluable is evaluable.
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16581
**[Test build #71349 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71349/testReport)** for PR 16581 at commit [`c45126b`](https://github.com/apache/spark/commit/c45126bae138c68ef74298ff444421e3305640cd).
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16581
**[Test build #71681 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71681/testReport)** for PR 16581 at commit [`f720c85`](https://github.com/apache/spark/commit/f720c85713252e7d33ca1bdb1667149b8d1a8cd2).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
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**[Test build #71681 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71681/testReport)** for PR 16581 at commit [`f720c85`](https://github.com/apache/spark/commit/f720c85713252e7d33ca1bdb1667149b8d1a8cd2).
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/16581
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/16581
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/16581
**[Test build #71671 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71671/testReport)** for PR 16581 at commit [`d6bba37`](https://github.com/apache/spark/commit/d6bba37147fef5088513542098d14a8650d7339b).
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[GitHub] spark issue #16581: [SPARK-18589] [SQL] Fix Python UDF accessing attributes ...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/16581
Test FAILed.
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