[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
Github user cloud-fan commented on the issue: https://github.com/apache/spark/pull/16068 thanks, merging to master/2.1! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user gatorsmile commented on the issue: https://github.com/apache/spark/pull/16068 LGTM except one comment on test cases. cc @hvanhovell @cloud-fan --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user zhzhan commented on the issue: https://github.com/apache/spark/pull/16068 @gatorsmile we cannot use deterministic = true/false, as there are existing udf with deterministic as true, but stateful as true as well. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user gatorsmile commented on the issue: https://github.com/apache/spark/pull/16068 https://github.com/apache/hive/blob/master/ql/src/java/org/apache/hadoop/hive/ql/exec/FunctionRegistry.java#L1373-L1378 Copied the code from Hive `FunctionRegistry.java`: ```JAVA /** * Returns whether a GenericUDF is deterministic or not. */ public static boolean isDeterministic(GenericUDF genericUDF) { if (isStateful(genericUDF)) { // stateful implies non-deterministic, regardless of whatever // the deterministic annotation declares return false; } ... } ``` --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user gatorsmile commented on the issue: https://github.com/apache/spark/pull/16068 Found the link: [HIVE-1994: Support new annotation @UDFType(stateful = true)](https://issues.apache.org/jira/browse/HIVE-1994 ) --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user gatorsmile commented on the issue: https://github.com/apache/spark/pull/16068 Could we directly use `@UDFType(deterministic = true/false)`? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user zhzhan commented on the issue: https://github.com/apache/spark/pull/16068 My understanding is that the non-deterministic udf does not need to be stageful, but a stateful udf has to be non-deterministic. Here is the comments in hive regarding this property /** If a UDF stores state based on the sequence of records it has processed, it is stateful. A stateful UDF cannot be used in certain expressions such as case statement and certain optimizations such as AND/OR short circuiting don't apply for such UDFs, as they need to be invoked for each record. row_sequence is an example of stateful UDF. A stateful UDF is considered to be non-deterministic, irrespective of what deterministic() returns. * @return true */ --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user gatorsmile commented on the issue: https://github.com/apache/spark/pull/16068 We have a rule [`PullOutNondeterministic`](https://github.com/apache/spark/blob/2f8776ccad532fbed17381ff97d302007918b8d8/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala#L1868 ) to pull out the expressions that extend `Nondeterministic`. That does not include `HiveSimpleUDF`. Does this have an impact your case? Also cc @hvanhovell @cloud-fan --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user zhzhan commented on the issue: https://github.com/apache/spark/pull/16068 @hvanhovell Would you like take a look and let me know if you have any concern? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
Github user SparkQA commented on the issue: https://github.com/apache/spark/pull/16068 **[Test build #69521 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/69521/consoleFull)** for PR 16068 at commit [`dde666e`](https://github.com/apache/spark/commit/dde666ef80e06dcc240e0a908ca1265813817afd). * This patch passes all tests. * This patch merges cleanly. * This patch adds the following public classes _(experimental)_: * `class StatefulUDF extends UDF ` * `class StatelessUDF extends UDF ` --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
Github user SparkQA commented on the issue: https://github.com/apache/spark/pull/16068 **[Test build #69521 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/69521/consoleFull)** for PR 16068 at commit [`dde666e`](https://github.com/apache/spark/commit/dde666ef80e06dcc240e0a908ca1265813817afd). --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
Github user zhzhan commented on the issue: https://github.com/apache/spark/pull/16068 @hvanhovell Thanks for looking at this. We have a big number of UDFs that have this issue. For example, the UDF gives different result with different partition/sort, but the UDF is pushdown before the partition/sort, resulting in unexpected behavior. I will working on finding some test cases for it. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
Github user SparkQA commented on the issue: https://github.com/apache/spark/pull/16068 **[Test build #69436 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/69436/consoleFull)** for PR 16068 at commit [`a4d8b4a`](https://github.com/apache/spark/commit/a4d8b4af648e53c355bee16fe371137d0b349331). * This patch passes all tests. * This patch merges cleanly. * This patch adds no public classes. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
Github user SparkQA commented on the issue: https://github.com/apache/spark/pull/16068 **[Test build #69436 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/69436/consoleFull)** for PR 16068 at commit [`a4d8b4a`](https://github.com/apache/spark/commit/a4d8b4af648e53c355bee16fe371137d0b349331). --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
Github user hvanhovell commented on the issue: https://github.com/apache/spark/pull/16068 @zhzhan you really should add a regression suite. Maybe HiveUDFSuite is a good place for this. Are there any existing Hive UDFs that have this problem? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
Github user hvanhovell commented on the issue: https://github.com/apache/spark/pull/16068 retest this please --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
Github user zhzhan commented on the issue: https://github.com/apache/spark/pull/16068 retest it please --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...
Github user SparkQA commented on the issue: https://github.com/apache/spark/pull/16068 **[Test build #69361 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/69361/consoleFull)** for PR 16068 at commit [`a4d8b4a`](https://github.com/apache/spark/commit/a4d8b4af648e53c355bee16fe371137d0b349331). * This patch **fails Spark unit tests**. * This patch merges cleanly. * This patch adds no public classes. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org