[GitHub] spark issue #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user ooq commented on the issue: https://github.com/apache/spark/pull/14176 Thanks. I will take a look tonight. > On Sep 5, 2016, at 4:46 PM, Josh Rosen wrote: > > @ooq @sameeragarwal, it looks like this patch is the culprit behind some OOMs that I'm observing with random queries; see https://issues.apache.org/jira/browse/SPARK-17405 > > â > You are receiving this because you were mentioned. > Reply to this email directly, view it on GitHub, or mute the thread. > --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user JoshRosen commented on the issue: https://github.com/apache/spark/pull/14176 @ooq @sameeragarwal, it looks like this patch is the culprit behind some OOMs that I'm observing with random queries; see https://issues.apache.org/jira/browse/SPARK-17405 --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user davies commented on the issue: https://github.com/apache/spark/pull/14176 LGTM, I will merge this one to master (enable us to do more benchmarks with these two implementations). --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user sameeragarwal commented on the issue: https://github.com/apache/spark/pull/14176 @clockfly as Qifan said, the rationale for not deleting the old vectorized hashmap code in the short-term was to enable us to quickly benchmark and compare the two implementations for a wide variety of workloads. That said, I think the high level issue is that we don't currently expose a good interface/hooks in our generated code that can be used to test custom operator implementations while running benchmarks or tests (... and given these first level aggregate hashmap are entirely generated during query compilation, injecting a class that can work for all schema types during testing isn't very straightforward). --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user ooq commented on the issue: https://github.com/apache/spark/pull/14176 Thanks for the comments @clockfly ! As per discussion with @sameeragarwal, I think the plan is to give users the option to turn on/off two-level hashmap. This is why we have this first level logic for enabling two-level/fast map. We also want to keep both impls (vectorized /row-based) for a while before deleting vectorized in the future, which leads to the internal flags that pick between the two impls. If you guys decide otherwise, I'm happy to update the PR accordingly. @clockfly @sameeragarwal @davies 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 issue #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user ooq commented on the issue: https://github.com/apache/spark/pull/14176 @davies I guess there is still benefit to make it public? If the user knows that their workload would always run faster with single-level, e.g., many distinct keys. I thought about `spark.sql.codegen.aggregate.map.fast.enable` or `spark.sql.codegen.aggregate.map.codegen.enable`, but none of them captures the fact that the biggest distinction is the two level design. --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user davies commented on the issue: https://github.com/apache/spark/pull/14176 Can we make this `spark.sql.codegen.aggregate.map.twolevel.enable` internal? otherwise we should have a better name. --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
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[GitHub] spark issue #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
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[GitHub] spark issue #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
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[GitHub] spark issue #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user ooq commented on the issue: https://github.com/apache/spark/pull/14176 Thanks for the comments @davies @sameeragarwal . This PR has been updated. Basically the only public boolean flag now is called `spark.sql.codegen.aggregate.map.twolevel.enable`. There is a separate non-public flag `spark.sql.codegen.aggregate.map.vectorized.enable` that allows testing and benchmarking of vectorized hashmap before we remove vectorized hashmap completely. --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
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[GitHub] spark issue #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user ooq commented on the issue: https://github.com/apache/spark/pull/14176 @davies @sameeragarwal I updated more results in the benchmark PR https://github.com/apache/spark/pull/14266 . --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user davies commented on the issue: https://github.com/apache/spark/pull/14176 Let's hold on this, if we are going to have single implementation for fast hash map (based on the benchmark result in another PR), do need to merge this fancy implementation choosing. cc @rxin --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user sameeragarwal commented on the issue: https://github.com/apache/spark/pull/14176 LGTM --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
Github user ooq commented on the issue: https://github.com/apache/spark/pull/14176 Added the explicit SQL tests for both hash map implementations. The test suites extend `DataFrameAggregateSuite` and reuse all tests there. For the two bugs that failed previous builds: the length bug would be caught by those tests; the decimal bug is tested with an added "SQL decimal test". --- 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 #14176: [SPARK-16525][SQL] Enable Row Based HashMap in HashAggre...
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