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Posted to reviews@spark.apache.org by brkyvz <gi...@git.apache.org> on 2016/03/31 06:09:49 UTC
[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
GitHub user brkyvz opened a pull request:
https://github.com/apache/spark/pull/12080
[SPARK-14287] isStreaming method for Dataset
With the addition of StreamExecution (ContinuousQuery) to Datasets, data will become unbounded. With unbounded data, the execution of some methods and operations will not make sense, e.g. `Dataset.count()`.
A simple API is required to check whether the data in a Dataset is bounded or unbounded. This will allow users to check whether their Dataset is in streaming mode or not. ML algorithms may check if the data is unbounded and throw an exception for example.
The implementation of this method is simple, however naming it is the challenge. Some possible names for this method are:
- isStreaming
- isContinuous
- isBounded
- isUnbounded
I've gone with `isStreaming` for now. We can change it before Spark 2.0 if we decide to come up with a different name. For that reason I've marked it as `@Experimental`
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/brkyvz/spark is-streaming
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/12080.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 #12080
----
commit 7459a3c7293e2659aaf87485d4a937bae9fdd384
Author: Burak Yavuz <br...@gmail.com>
Date: 2016-03-31T03:56:29Z
added isStreaming method to Dataset
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by DeepSparkBot <gi...@git.apache.org>.
Github user DeepSparkBot commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-204488338
Please advise @marmbrus @tdas
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by marmbrus <gi...@git.apache.org>.
Github user marmbrus commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-205536306
test this please
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-203746656
**[Test build #54589 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/54589/consoleFull)** for PR 12080 at commit [`7dd88a3`](https://github.com/apache/spark/commit/7dd88a369c375009715de4d0c604d956dab69002).
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-203744084
**[Test build #54585 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/54585/consoleFull)** for PR 12080 at commit [`7459a3c`](https://github.com/apache/spark/commit/7459a3c7293e2659aaf87485d4a937bae9fdd384).
* This patch **fails Scala style tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by AmplabJenkins <gi...@git.apache.org>.
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-205447242
**[Test build #54875 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/54875/consoleFull)** for PR 12080 at commit [`f4302bc`](https://github.com/apache/spark/commit/f4302bccc4da09add5534bc8cce1ed08ef578c36).
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by marmbrus <gi...@git.apache.org>.
Github user marmbrus commented on a diff in the pull request:
https://github.com/apache/spark/pull/12080#discussion_r58424444
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala ---
@@ -449,6 +450,17 @@ class Dataset[T] private[sql](
def isLocal: Boolean = logicalPlan.isInstanceOf[LocalRelation]
/**
+ * Returns true if the underlying query will be executed continuously as new data comes in.
+ * Methods that return bounded values, e.g. [[count()]], [[collect()]] will throw
+ * an exception if a Dataset is streaming.
--- End diff --
How about?
```
Returns true if this [[Dataset]] contains one or more sources that continuously return data as it arrives.
A [[Dataset]] that reads data from a streaming source must be executed as a [[ContinuousQuery]] using
the `startStream()` method in [[DataFrameWriter]]. Methods that return a single answer, (e.g., `count()` or
`collect()`) will throw an [[AnalysisException]] when there is a streaming source present.
```
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-205448071
**[Test build #54875 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/54875/consoleFull)** for PR 12080 at commit [`f4302bc`](https://github.com/apache/spark/commit/f4302bccc4da09add5534bc8cce1ed08ef578c36).
* This patch **fails Scala style tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by marmbrus <gi...@git.apache.org>.
Github user marmbrus commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-205598309
Thanks, merging to master!
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by SparkQA <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/12080#issuecomment-205536590
**[Test build #54907 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/54907/consoleFull)** for PR 12080 at commit [`f4debd0`](https://github.com/apache/spark/commit/f4debd0defd4982a901fd47ac4f4cd7b90fb886d).
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by brkyvz <gi...@git.apache.org>.
Github user brkyvz commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-205445915
@marmbrus Addressed your comment
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-205561584
**[Test build #54907 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/54907/consoleFull)** for PR 12080 at commit [`f4debd0`](https://github.com/apache/spark/commit/f4debd0defd4982a901fd47ac4f4cd7b90fb886d).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by marmbrus <gi...@git.apache.org>.
Github user marmbrus commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-205438436
Implementation LGTM.
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
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Github user SparkQA commented on the pull request:
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by marmbrus <gi...@git.apache.org>.
Github user marmbrus commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-205536342
@tdas here is another failure
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-203761179
**[Test build #54589 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/54589/consoleFull)** for PR 12080 at commit [`7dd88a3`](https://github.com/apache/spark/commit/7dd88a369c375009715de4d0c604d956dab69002).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by DeepSparkBot <gi...@git.apache.org>.
Github user DeepSparkBot commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-204181165
LGTM
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
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Github user SparkQA commented on the pull request:
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by asfgit <gi...@git.apache.org>.
Github user asfgit closed the pull request at:
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[GitHub] spark pull request: [SPARK-14287] isStreaming method for Dataset
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/12080#issuecomment-205535143
**[Test build #54896 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/54896/consoleFull)** for PR 12080 at commit [`f4debd0`](https://github.com/apache/spark/commit/f4debd0defd4982a901fd47ac4f4cd7b90fb886d).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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