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Posted to reviews@spark.apache.org by uncleGen <gi...@git.apache.org> on 2017/05/08 05:39:32 UTC
[GitHub] spark pull request #17896: [SPARK-20373][SQL][SS] Batch queries with 'Datase...
GitHub user uncleGen opened a pull request:
https://github.com/apache/spark/pull/17896
[SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataFrame.withWatermark()` does not execute
## What changes were proposed in this pull request?
Any Dataset/DataFrame batch query with the operation `withWatermark` does not execute because the batch planner does not have any rule to explicitly handle the EventTimeWatermark logical plan.
The right solution is to simply remove the plan node, as the watermark should not affect any batch query in any way.
Changes:
- In this PR, we add a new rule `CheckEventTimeWatermark` to check if we need to ignore the event time watermark. We will ignore watermark in any batch query.
Followups:
- Add `CheckEventTimeWatermark` into analyzer rule list. We can not add this rule into analyzer directly, because streaming query will be copied to a internal batch query in every trigger, and the rule will be applied to this internal batch query mistakenly. IIUC, we should refactor related codes to better define a query is batch or streaming. Right?
Others:
- A typo fix in example.
## How was this patch tested?
add new unit test.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/uncleGen/spark SPARK-20373
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/17896.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 #17896
----
commit 563721241851751c2bb1736161febe73b8abba3b
Author: uncleGen <hu...@gmail.com>
Date: 2017-05-08T03:19:35Z
Ignore event time watermark in batch query.
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/17896
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/17896
**[Test build #76653 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/76653/testReport)** for PR 17896 at commit [`5eb7dd4`](https://github.com/apache/spark/commit/5eb7dd480decc9cbcfa90b8c2b4508e0451eb1ae).
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/17896
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[GitHub] spark pull request #17896: [SPARK-20373][SQL][SS] Batch queries with 'Datase...
Posted by uncleGen <gi...@git.apache.org>.
Github user uncleGen commented on a diff in the pull request:
https://github.com/apache/spark/pull/17896#discussion_r115415803
--- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala ---
@@ -2457,6 +2457,19 @@ object CleanupAliases extends Rule[LogicalPlan] {
}
/**
+ * Ignore event time watermark in batch query, which is only supported in Structured Streaming.
+ * TODO: add this rule into analyzer rule list.
+ */
+object CheckEventTimeWatermark extends Rule[LogicalPlan] {
+ override def apply(plan: LogicalPlan): LogicalPlan = plan transform {
+ case EventTimeWatermark(_, _, child) if !child.isStreaming =>
+ logWarning("EventTime watermark is only supported in Structured Streaming but found " +
--- End diff --
got
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/17896
**[Test build #76576 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/76576/testReport)** for PR 17896 at commit [`5637212`](https://github.com/apache/spark/commit/563721241851751c2bb1736161febe73b8abba3b).
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/17896
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/17896
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/17896
**[Test build #76561 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/76561/testReport)** for PR 17896 at commit [`5637212`](https://github.com/apache/spark/commit/563721241851751c2bb1736161febe73b8abba3b).
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by uncleGen <gi...@git.apache.org>.
Github user uncleGen commented on the issue:
https://github.com/apache/spark/pull/17896
retest this please.
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Posted by AmplabJenkins <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/17896
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[GitHub] spark pull request #17896: [SPARK-20373][SQL][SS] Batch queries with 'Datase...
Posted by asfgit <gi...@git.apache.org>.
Github user asfgit closed the pull request at:
https://github.com/apache/spark/pull/17896
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/17896
**[Test build #76694 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/76694/testReport)** for PR 17896 at commit [`5eb7dd4`](https://github.com/apache/spark/commit/5eb7dd480decc9cbcfa90b8c2b4508e0451eb1ae).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request #17896: [SPARK-20373][SQL][SS] Batch queries with 'Datase...
Posted by zsxwing <gi...@git.apache.org>.
Github user zsxwing commented on a diff in the pull request:
https://github.com/apache/spark/pull/17896#discussion_r115418094
--- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala ---
@@ -2457,6 +2457,19 @@ object CleanupAliases extends Rule[LogicalPlan] {
}
/**
+ * Ignore event time watermark in batch query, which is only supported in Structured Streaming.
+ * TODO: add this rule into analyzer rule list.
+ */
+object CheckEventTimeWatermark extends Rule[LogicalPlan] {
--- End diff --
I see. The current approach is good to me then. Could you rename it, please?
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/17896
**[Test build #76653 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/76653/testReport)** for PR 17896 at commit [`5eb7dd4`](https://github.com/apache/spark/commit/5eb7dd480decc9cbcfa90b8c2b4508e0451eb1ae).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/17896
**[Test build #76576 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/76576/testReport)** for PR 17896 at commit [`5637212`](https://github.com/apache/spark/commit/563721241851751c2bb1736161febe73b8abba3b).
* This patch **fails SparkR unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/17896
**[Test build #76694 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/76694/testReport)** for PR 17896 at commit [`5eb7dd4`](https://github.com/apache/spark/commit/5eb7dd480decc9cbcfa90b8c2b4508e0451eb1ae).
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/17896
**[Test build #76568 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/76568/testReport)** for PR 17896 at commit [`5637212`](https://github.com/apache/spark/commit/563721241851751c2bb1736161febe73b8abba3b).
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/17896
**[Test build #76568 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/76568/testReport)** for PR 17896 at commit [`5637212`](https://github.com/apache/spark/commit/563721241851751c2bb1736161febe73b8abba3b).
* This patch **fails SparkR unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request #17896: [SPARK-20373][SQL][SS] Batch queries with 'Datase...
Posted by zsxwing <gi...@git.apache.org>.
Github user zsxwing commented on a diff in the pull request:
https://github.com/apache/spark/pull/17896#discussion_r115348902
--- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala ---
@@ -2457,6 +2457,19 @@ object CleanupAliases extends Rule[LogicalPlan] {
}
/**
+ * Ignore event time watermark in batch query, which is only supported in Structured Streaming.
+ * TODO: add this rule into analyzer rule list.
+ */
+object CheckEventTimeWatermark extends Rule[LogicalPlan] {
--- End diff --
Could you rename it to `EliminateEventTimeWatermark` and add it into `Analyzer.batches` as one of `Substitution` rules?
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by uncleGen <gi...@git.apache.org>.
Github user uncleGen commented on the issue:
https://github.com/apache/spark/pull/17896
cc @zsxwing and @tdas
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[GitHub] spark pull request #17896: [SPARK-20373][SQL][SS] Batch queries with 'Datase...
Posted by uncleGen <gi...@git.apache.org>.
Github user uncleGen commented on a diff in the pull request:
https://github.com/apache/spark/pull/17896#discussion_r115415668
--- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala ---
@@ -2457,6 +2457,19 @@ object CleanupAliases extends Rule[LogicalPlan] {
}
/**
+ * Ignore event time watermark in batch query, which is only supported in Structured Streaming.
+ * TODO: add this rule into analyzer rule list.
+ */
+object CheckEventTimeWatermark extends Rule[LogicalPlan] {
--- End diff --
@zsxwing This pr does some prepare work before we add `EliminateEventTimeWatermark ` into `Analyzer.batches`. Could you please take a review?
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[GitHub] spark pull request #17896: [SPARK-20373][SQL][SS] Batch queries with 'Datase...
Posted by zsxwing <gi...@git.apache.org>.
Github user zsxwing commented on a diff in the pull request:
https://github.com/apache/spark/pull/17896#discussion_r115349969
--- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala ---
@@ -2457,6 +2457,19 @@ object CleanupAliases extends Rule[LogicalPlan] {
}
/**
+ * Ignore event time watermark in batch query, which is only supported in Structured Streaming.
+ * TODO: add this rule into analyzer rule list.
+ */
+object CheckEventTimeWatermark extends Rule[LogicalPlan] {
+ override def apply(plan: LogicalPlan): LogicalPlan = plan transform {
+ case EventTimeWatermark(_, _, child) if !child.isStreaming =>
+ logWarning("EventTime watermark is only supported in Structured Streaming but found " +
--- End diff --
this warning log is not needed. Could you just update `withWatermark` doc and says
```
Using `withWatermark` on a non-streaming [[Dataset]] is no-op`.
```
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by uncleGen <gi...@git.apache.org>.
Github user uncleGen commented on the issue:
https://github.com/apache/spark/pull/17896
retest this please.
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/17896
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by uncleGen <gi...@git.apache.org>.
Github user uncleGen commented on the issue:
https://github.com/apache/spark/pull/17896
Depends upon: [SPARK-20672](https://issues.apache.org/jira/browse/SPARK-20672)
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by zsxwing <gi...@git.apache.org>.
Github user zsxwing commented on the issue:
https://github.com/apache/spark/pull/17896
retest this please
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/17896
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by zsxwing <gi...@git.apache.org>.
Github user zsxwing commented on the issue:
https://github.com/apache/spark/pull/17896
@uncleGen Thanks! LGTM. Merging to master and 2.2.
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/17896
Merged build finished. Test FAILed.
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by felixcheung <gi...@git.apache.org>.
Github user felixcheung commented on the issue:
https://github.com/apache/spark/pull/17896
Please rebase to pick up fix for R tests
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/17896
Test FAILed.
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[GitHub] spark issue #17896: [SPARK-20373][SQL][SS] Batch queries with 'Dataset/DataF...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/17896
Merged build finished. Test FAILed.
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