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Github user kiszk commented on the issue: https://github.com/apache/spark/pull/20419 I see. I will open a new JIRA tomorrow. --- - 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/20419 @kiszk This is unable to merge to 2.3. Could you open a new JIRA for this? --- - 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 rednaxelafx commented on the issue: https://github.com/apache/spark/pull/20419 @kiszk For this specific kind of usage, I don't think using a hardcoded stable ID will be a problem. The comment we're talking about is the kind the can only appear once in a single whole-stage codegen unit -- there's only one `GeneratedIterator` class with the `processNext()` method as the main entry point. Providing such a mechanism allows codegen developers to mark important information without risking to affect codegen cache behavior. For safety, we can add a runtime check. Let's assume this new method is called `ctx.registerCommentWithId()`, then inside this method we can implement something very similar to `ctx.freshName()`, but instead of producing a new name with a potential integer suffix appended, we can either log a warning message or throw an exception. That way the developer would have an easy way to catch this. --- - 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 kiszk commented on the issue: https://github.com/apache/spark/pull/20419 @rednaxelafx I understand your concern when `ctx.registerComment()` is conditionally called. If we call `ctx.registerComment()` with the specific identified multiple times, how do we handle? (e.g. `Expression.genCode()` may be called multiple times from different contexts. I am sorry that I will slowly response next few days due to a short vacation. --- - 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 rednaxelafx commented on the issue: https://github.com/apache/spark/pull/20419 I gave it a bit more thought. Here's an alternative proposal: instead of using a "force comment" mechanism in the current form (which still gets a `ctx.freshName("c")` that the caller has no control over), why don't we provide an alternative API that also forces comment, but allows the caller to specify a (within the `CodegenContext`) unique ID for the placeholder comment? In this case, instead of using `/*wholestagecodegen_c*/` as the placeholder, which can be brittle if someone adds new calls to `ctx.registerComment()` in `WholeStageCodegenExec`, we can call `ctx.registerComment(comment, placeholderId = "wsc_codegenStageId")`, which we can be sure that it'll end up creating a placeholder comment of `/*wsc_codegenStageId*/`, stable across all whole-stage generated main classes, that would never affect the codegen cache behavior. @kiszk WDYT? --- - 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 rednaxelafx commented on the issue: https://github.com/apache/spark/pull/20419 I did the experiment that I asked about at https://github.com/apache/spark/pull/20419#issuecomment-361359825 , and verified that under the current implementation, this PR will not affect the codegen cache hit behavior. But the way it's working is a bit brittle. The `body` field of the `CodeAndComment` returned from `WholeStageCodegenExec.doCodeGen()` looks like the following, when `spark.sql.codegen.comments=false && spark.sql.codegen.useIdInClassName=false`: ```java /*wholestagecodegen_c*/ final class GeneratedIterator extends org.apache.spark.sql.execution.BufferedRowIterator { ``` Notice the `/*wholestagecodegen_c*/` placeholder comment. It's the artifact produced by the `ctx.registerComment()` call, where `wholestagecodegen_` is a prefix automatically derived from the calling class, and `c` is from a `ctx.freshName("c")`, subject to an integer suffix when names collide. The way it's used right now, because from `WholeStageCodegenExec` we're only making very few calls to `ctx.registerComment()` and all of them happen in a deterministic order, that's how this identifier embedded in the placeholder comment would be the same no matter what codegen stage it is. But let's assume if someone doesn't know about this, and then accidentally added code in `WholeStageCodegenExec` that conditionally calls `ctx.registerComment()`, then this placeholder comment is NOT guaranteed to be the same, and that will affect the codegen cache hit behavior. I'd say functional wise this PR is good to go; maybe we want to add a comment somewhere in `WholeStageCodegenExec` to note the subtlety, or maybe think about an alternative sometime in the future. --- - 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/20419 Then, we should add a test case to ensure it will not be broken. --- - 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 rednaxelafx commented on the issue: https://github.com/apache/spark/pull/20419 @gatorsmile Not directly. The `CodeAndComment` case class is just a "container", it doesn't handle what gets into the `body` field. When we force embed a comment, it'll leave a comment as a placeholder in the generated code, which is in the `body` (the actual comment contents are in the `comment` map). I was just curious if any reviews knows off the top of their heads whether or not this placeholder may affect equality. --- - 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/20419 @rednaxelafx Does the following [codes](https://github.com/apache/spark/blob/master/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen/CodeGenerator.scala#L1286-L1294) address your concern? --- - 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 rednaxelafx commented on the issue: https://github.com/apache/spark/pull/20419 @kiszk SGTM and LGTM. Let's ship it! One more question on the side: with the `forceComment = true`, are we fully sure that won't affect the equality of `CodeAndComment`? The whole point of this PR is to have a way to embed the ID into the non-executable code of the generated code so that it won't affect the codegen cache hit, right? Could you please post an example of either the generated code or the metrics, e.g. a `SortMergeJoin` on two identical `spark.range(3)`s, and confirm that even when the two `range()`s are codegen's into different `codegenStageId`s, with the `spark.sql.codegen.useIdInClassName` turned off, the two stages would still hit the codegen cache? Basically to verify the example I gave in https://github.com/apache/spark/pull/20224#issuecomment-357091842 still hits the codegen cache when `spark.sql.codegen.useIdInClassName=false`. --- - 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 kiszk commented on the issue: https://github.com/apache/spark/pull/20419 I always leave the comment regardless of the `spark.sql.codegen.useIdInClassName` for a unified way to access the ID from the comment. --- - 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 rednaxelafx commented on the issue: https://github.com/apache/spark/pull/20419 LGTM, and +1 on @viirya 's idea. I like it better for the comment to be on top of the class declaration instead of inside it; but I'm okay either way if others have strong opinion otherwise. As long as the comment line is right next to the class declaration line, that's good enough for easy pattern matching. BTW, to save a few characters from the generated code, maybe we don't need to generate this comment when the `spark.sql.codegen.useIdInClassName` is turned on, since the `codegenStageId` is in the class name already. But for the ease of having a unified way to access the ID from the comment, I like having this comment always there. I guess @kiszk and @viirya are on the same side on this one for always having the comment, right? In that case I'd agree and let's get this in :-) --- - 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 #20419: [SPARK-23032][SQL][FOLLOW-UP]Add codegenStageId in comme...
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[GitHub] spark issue #20419: [SPARK-23032][SQL][FOLLOW-UP]Add codegenStageId in comme...
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[GitHub] spark issue #20419: [SPARK-23032][SQL][FOLLOW-UP]Add codegenStageId in comme...
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[GitHub] spark issue #20419: [SPARK-23032][SQL][FOLLOW-UP]Add codegenStageId in comme...
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