[GitHub] spark issue #18645: [SPARK-14280][BUILD][WIP] Update change-version.sh and p...
Github user srowen commented on the issue: https://github.com/apache/spark/pull/18645 Merged to master --- 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 #18645: [SPARK-14280][BUILD][WIP] Update change-version.sh and p...
Github user srowen commented on the issue: https://github.com/apache/spark/pull/18645 The status here is that this change does work fine with Scala 2.11, and does implement changes that will be needed for 2.12. Right now I've found that, suddenly, it doesn't compile for Scala 2.12: ``` [error] /Users/srowen/Documents/Cloudera/spark/core/src/test/scala/org/apache/spark/FileSuite.scala:100: could not find implicit value for parameter kcf: () => org.apache.spark.WritableConverter[org.apache.hadoop.io.IntWritable] [error] Error occurred in an application involving default arguments. [error] val output = sc.sequenceFile[IntWritable, Text](outputDir) [error]^ [error] /Users/srowen/Documents/Cloudera/spark/core/src/test/scala/org/apache/spark/FileSuite.scala:131: could not find implicit value for parameter kcf: () => org.apache.spark.WritableConverter[org.apache.hadoop.io.IntWritable] [error] Error occurred in an application involving default arguments. [error] val output = sc.sequenceFile[IntWritable, Text](outputDir) ``` I didn't see this with earlier 2.12, I believe, so could be some change or problem in implicit resolution. Of course, the 2.12 build never was going to work fully after this change anyway (Kafka 0.8 needs to go, REPL needs to update) so maybe worth going for anyway. --- 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 srowen commented on the issue: https://github.com/apache/spark/pull/18645 The json4s change above made this change notably simpler. The current problem is the same, next error: ``` sbt.ForkMain$ForkError: java.lang.ClassCastException: java.lang.Integer cannot be cast to org.apache.spark.sql.UDT$MyDenseVector at org.apache.spark.sql.UserDefinedTypeSuite$$anonfun$10.apply(UserDefinedTypeSuite.scala:211) at org.apache.spark.sql.UserDefinedTypeSuite$$anonfun$10.apply(UserDefinedTypeSuite.scala:205) at org.scalatest.OutcomeOf$class.outcomeOf(OutcomeOf.scala:85) at org.scalatest.OutcomeOf$.outcomeOf(OutcomeOf.scala:104) at org.scalatest.Transformer.apply(Transformer.scala:22) at org.scalatest.Transformer.apply(Transformer.scala:20) at org.scalatest.FunSuiteLike$$anon$1.apply(FunSuiteLike.scala:186) at org.apache.spark.SparkFunSuite.withFixture(SparkFunSuite.scala:68) at org.scalatest.FunSuiteLike$class.invokeWithFixture$1(FunSuiteLike.scala:183) at org.scalatest.FunSuiteLike$$anonfun$runTest$1.apply(FunSuiteLike.scala:196) at org.scalatest.FunSuiteLike$$anonfun$runTest$1.apply(FunSuiteLike.scala:196) at org.scalatest.SuperEngine.runTestImpl(Engine.scala:289) at org.scalatest.FunSuiteLike$class.runTest(FunSuiteLike.scala:196) at org.apache.spark.sql.UserDefinedTypeSuite.org$scalatest$BeforeAndAfterEach$$super$runTest(UserDefinedTypeSuite.scala:146) at org.scalatest.BeforeAndAfterEach$class.runTest(BeforeAndAfterEach.scala:221) at org.apache.spark.sql.UserDefinedTypeSuite.runTest(UserDefinedTypeSuite.scala:146) ``` See comments on that test: https://github.com/apache/spark/commit/3ae25f244bd471ef77002c703f2cc7ed6b524f11#commitcomment-23320234 https://github.com/apache/spark/commit/3ae25f244bd471ef77002c703f2cc7ed6b524f11#commitcomment-23341672 I'm current looking into Michael's suggestion in the second case. --- 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 srowen commented on the issue: https://github.com/apache/spark/pull/18645 Oh nice, it will help if that's not a required update along with everything else here as it requires a Jackson update. The Jackson update may be important eventually but nice if it can be separate. --- 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 xuwei-k commented on the issue: https://github.com/apache/spark/pull/18645 json4s 3.2.11 for Scala 2.12 released - https://oss.sonatype.org/content/repositories/releases/org/json4s/json4s-jackson_2.12/3.2.11 - https://github.com/json4s/json4s/releases/tag/v3.2.11_2.12 --- 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 SparkQA commented on the issue: https://github.com/apache/spark/pull/18645 **[Test build #79968 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/79968/testReport)** for PR 18645 at commit [`82b51dc`](https://github.com/apache/spark/commit/82b51dc0d9cc70931cde1d21516b98c7c0df25f3). * 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
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Github user srowen commented on the issue: https://github.com/apache/spark/pull/18645 I believe the last errors were essentially the same issue discussed in json4s here: https://github.com/json4s/json4s/issues/227 I suspect that it's down to a change in the effective setting of Jackson when reading or writing JSON: https://fasterxml.github.io/jackson-databind/javadoc/2.7/com/fasterxml/jackson/databind/DeserializationFeature.html#ACCEPT_SINGLE_VALUE_AS_ARRAY or https://fasterxml.github.io/jackson-databind/javadoc/2.7/com/fasterxml/jackson/databind/SerializationFeature.html#WRITE_SINGLE_ELEM_ARRAYS_UNWRAPPED It doesn't look like the value's defaults changed from Jackson 2.6 to 2.7, and don't see it overridden in json4s, though it did see some changes in 3.3 that cause it to ignore some Jackson defaults. In any event I thought it safer to handle both scenarios in the tests where they matter. Let's see if that works, first. --- 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 JoshRosen commented on the issue: https://github.com/apache/spark/pull/18645 Looking at the source compatibility changes made here, I was a little confused about why we didn't need to make many more changes. In principle, it seemed like the ambiguous overload issue affecting that `foreachPartition` call should have also impacted calls like `.filter(_ > 0)`, so I was originally expecting that we'd have to update hundreds of call sites. It turns out that the final Scala 2.12 release has a nice feature which resolves this ambiguity in many cases. In the release notes at https://www.scala-lang.org/news/2.12.0/#lambda-syntax-for-sam-types, there's an example where even though there's a potentially ambiguous overload, "overloading resolution selects the one with the `Function1` argument type". This is explained in more detail at https://www.scala-lang.org/news/2.12.0/#sam-conversion-in-overloading-resolution. Quoting: > In Scala 2.12, both methods are applicable, therefore [overloading resolution](http://www.scala-lang.org/files/archive/spec/2.12/06-expressions.html#overloading-resolution) needs to pick the most specific alternative. The specification for [type compatibility](http://www.scala-lang.org/files/archive/spec/2.12/03-types.html#compatibility) has been updated to consider SAM conversion, so that the first alternative is more specific. This explains why we didn't have to update all call sites. However, why did the `.foreachPartition` example break? I played around with this in the Scastie Scala paste bin and I think that I've spotted the problem: all of the cases where we had ambiguity seem to be cases where we're operating on Datasets in a generic way and have a type parameter representing the Dataset's type. So, this means that ``` def f(ds: Dataset[Int]): Dataset[Int] = ds.filter(_ != null) ``` is unambiguous but ``` def f[T](ds: Dataset[T]): Dataset[T] = ds.filter(_ != null) ``` fails with a compiler error in Scala 2.12. You can try this out at https://scastie.scala-lang.org/JoshRosen/eBcxUGdORsiOQNULMUnAsw. I took a look at the sections of the language spec linked in the quote above but it's not immediately clear to me whether this is a compiler bug or expected behavior (I'll have to take some more time to try to understand the spec). --- 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 srowen commented on the issue: https://github.com/apache/spark/pull/18645 That's not an upgrade. spark_2.11 2.2.0 to spark_2.11 2.3.0 is an upgrade, and that can't break, and doesn't with this change. Or: Scala itself has never been source- or binary-compatible across Scala minor releases, and neither has Spark across Scala versions. Compiling vs spark_2.10 and running on spark_2.11 doesn't work; cross compiling I don't think even works in all cases. I don't follow why that's an issue here. In fact, we already know it can't be source compatible, for _Java_ callers: https://issues.apache.org/jira/browse/SPARK-14643 That may well be the argument that this can't happen until 3.0. Check in with @JoshRosen for more context. However, I am not suggesting creating any Scala 2.12 release at all anytime soon here, so I don't think that's worth debating. The question of whether's it's source compatible is moot because this creates no new type of release to be compatible or not. I don't even disagree with someone who argues that Scala 2.12 support can't happen before 3.0. It does make a lot of the changes that will have to be made for 2.12 though, without disrupting the current 2.11 build. The question is really whether that statement is true -- the Jackson thing is the problem right now. Why would we bother implementing most of the groundwork for 2.12 without making an official 2.12 build? generally, to break down the problem and address this incrementally rather than in one huge change. But also to make it possible for a brave soul out there, like maybe the folks at Twitter, to run their own 2.12 build if they wanted to self-support. More concretely, if this went in to a 2.3.0 release tomorrow, what goes wrong? --- 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 rxin commented on the issue: https://github.com/apache/spark/pull/18645 When users upgrade from 2.11 to 2.12, their app would be broken, wouldn't 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
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Github user srowen commented on the issue: https://github.com/apache/spark/pull/18645 Are we talking about the same thing? this does not break source compatibility for Scala 2.11. Scala 2.12, yes. But that has never been binary, or necessarily source, compatible. What's different? --- 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 rxin commented on the issue: https://github.com/apache/spark/pull/18645 @srowen I don't agree that we should just break source compatibility here. We have already spent a lot of time doing this in the past and figuring out how to preserve 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
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Github user srowen commented on the issue: https://github.com/apache/spark/pull/18645 The JSON error arises because now, JSON messages contain an explicit entry for null properties, like `"message" : null`. This looks like a small behavior change introduced in Jackson 2.7. See https://github.com/FasterXML/jackson/wiki/Jackson-Release-2.7 Although it's the same, semantically, in theory, we should make the behavior identical. It looks like several places in the code explicitly configure Jackson to only include `NON_NULL` properties. I believe it needs to be extended to be set explicitly elsewhere now. Still investigating ... --- 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 srowen commented on the issue: https://github.com/apache/spark/pull/18645 @rxin it's definitely breaking between Scala 2.11 and Scala 2.12, but not for the Scala 2.11 build. Ideally, we find it's possible to enable a 2.12 build, such that the changes are binary and source compatible within the Scala 2.11 builds. Otherwise, it'd be impossible to merge this before 3.0.0. But if it doesn't affect 2.11 users there's a much better argument for adding the build in a minor release, as Scala versions have never been mutually compatible. --- 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 rxin commented on the issue: https://github.com/apache/spark/pull/18645 It is still source breaking change, and this is why I was saying it would be a lot of work to upgrade to Scala 2.12 without breaking existing source code. For 2.12 we should get rid of the functions that are problematic, using build profile. --- 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 srowen commented on the issue: https://github.com/apache/spark/pull/18645 @rxin (See above for what I think you are referring to.) I do now see tests failing that diff JSON, but that's probably because the Jackson version had to change. (This is a WIP.) And I need to figure out whether that's effectively a breaking change or not. --- 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 rxin commented on the issue: https://github.com/apache/spark/pull/18645 @srowen You just showed that the Scala 2.12 changes are source breaking, isn't 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
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[GitHub] spark issue #18645: [SPARK-14280][BUILD][WIP] Update change-version.sh and p...
Github user SparkQA commented on the issue: https://github.com/apache/spark/pull/18645 **[Test build #79643 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/79643/testReport)** for PR 18645 at commit [`ef1c221`](https://github.com/apache/spark/commit/ef1c2216fe889d551875d6ab001047babe4923a5). * This patch **fails build dependency 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 #18645: [SPARK-14280][BUILD][WIP] Update change-version.sh and p...
Github user AmplabJenkins commented on the issue: https://github.com/apache/spark/pull/18645 Merged build finished. Test FAILed. --- 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 #18645: [SPARK-14280][BUILD][WIP] Update change-version.sh and p...
Github user SparkQA commented on the issue: https://github.com/apache/spark/pull/18645 **[Test build #79643 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/79643/testReport)** for PR 18645 at commit [`ef1c221`](https://github.com/apache/spark/commit/ef1c2216fe889d551875d6ab001047babe4923a5). --- 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 #18645: [SPARK-14280][BUILD][WIP] Update change-version.sh and p...
Github user srowen commented on the issue: https://github.com/apache/spark/pull/18645 CC @rxin since you asked; CC @JoshRosen Just a WIP now of course, but wanted to table a take on most of the remaining gap we can bridge right now towards 2.12. --- 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
