[GitHub] spark pull request: [SPARK-11593][SQL] Replace catalyst converter ...
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/9565#issuecomment-211760253 When using member method as udf., for example, `def createTransformFunc` in `org.apache.spark.ml.Transformer`, jenkins tests always get an exception. Otherwise, it works well. BTW, I can't reproduce that exception locally. Maybe java version matters. --- 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 pull request: [SPARK-11593][SQL] Replace catalyst converter ...
Github user rxin commented on the pull request: https://github.com/apache/spark/pull/9565#issuecomment-211758161 What's the problem with runtime mirror? --- 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 pull request: [SPARK-11593][SQL] Replace catalyst converter ...
Github user viirya closed the pull request at: https://github.com/apache/spark/pull/9565 --- 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 pull request: [SPARK-11593][SQL] Replace catalyst converter ...
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/9565#issuecomment-211755597 Close this now. Maybe revisit this in the future. --- 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 pull request: [SPARK-11593][SQL] Replace catalyst converter ...
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/9565#issuecomment-209278318 Too replace catalyst converter with RowEncoder in non code-generated ScalaUDF seems not doable due to runtime mirror limitation. ping @rxin Is it good that I revert the changes of non code-generated ScalaUDF here and just merge code-generated version? --- 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 pull request: [SPARK-11593][SQL] Replace catalyst converter ...
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/9565#issuecomment-208151820 hmm. We can't remove non code-generated version of ScalaUDF as any InterpretedProjection with udf will fail... --- 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 pull request: [SPARK-11593][SQL] Replace catalyst converter ...
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[GitHub] spark pull request: [SPARK-11593][SQL] Replace catalyst converter ...
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[GitHub] spark pull request: [SPARK-11593][SQL] Replace catalyst converter ...
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[GitHub] spark pull request: [SPARK-11593][SQL] Replace catalyst converter ...
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[GitHub] spark pull request: [SPARK-11593][SQL] Replace catalyst converter ...
Github user viirya commented on a diff in the pull request: https://github.com/apache/spark/pull/9565#discussion_r59133802 --- Diff: mllib/src/main/scala/org/apache/spark/ml/Transformer.scala --- @@ -90,7 +90,7 @@ abstract class UnaryTransformer[IN, OUT, T <: UnaryTransformer[IN, OUT, T]] * account of the embedded param map. So the param values should be determined solely by the input * param map. */ - protected def createTransformFunc: IN => OUT + protected val createTransformFunc: (T, IN) => OUT --- End diff -- This change is to make non-code-generated evaluation of `ScalaUDF` works with `RowEncoder` due to runtime mirror problem. I am thinking is it possible that we only support code-generated evaluation of `ScalaUDF`? Then we can avoid this change to `Transformer`. What you think? @rxin @davies Can you give some suggestions? Thanks! --- 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 pull request: [SPARK-11593][SQL] Replace catalyst converter ...
Github user viirya commented on a diff in the pull request: https://github.com/apache/spark/pull/9565#discussion_r59133768 --- Diff: mllib/src/main/scala/org/apache/spark/ml/Transformer.scala --- @@ -90,7 +90,7 @@ abstract class UnaryTransformer[IN, OUT, T <: UnaryTransformer[IN, OUT, T]] * account of the embedded param map. So the param values should be determined solely by the input * param map. */ - protected def createTransformFunc: IN => OUT + protected val createTransformFunc: (T, IN) => OUT --- End diff -- After re-thinking about this change, I think it is not a good approach. It works but hacky. --- 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 pull request: [SPARK-11593][SQL] Replace catalyst converter ...
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/9565#issuecomment-207298352 @davies @rxin This stays here for a while. Recently I re-visit it and fix a previous problem. Can you take a look again? Thanks! --- 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 viirya commented on a diff in the pull request: https://github.com/apache/spark/pull/9565#discussion_r58844750 --- Diff: mllib/src/main/scala/org/apache/spark/ml/Transformer.scala --- @@ -90,7 +90,7 @@ abstract class UnaryTransformer[IN, OUT, T <: UnaryTransformer[IN, OUT, T]] * account of the embedded param map. So the param values should be determined solely by the input * param map. */ - protected def createTransformFunc: IN => OUT + protected val createTransformFunc: (T, IN) => OUT --- End diff -- The UDF obtained with `def createTransformFunc` can't work with runtime mirror. I tried many times. Only make it as a `val` can work. As `Transformer` can update its params, we need to pass in `T` to UDF to get the updated params. --- 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 viirya commented on the pull request: https://github.com/apache/spark/pull/9565#issuecomment-206708283 Ok. Finally solve weird runtime mirror 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
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[GitHub] spark pull request: [SPARK-11593][SQL] Replace catalyst converter ...
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/9565#issuecomment-206696183 Looks like the runtime mirror can't work well with using member method as 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
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