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Posted to reviews@spark.apache.org by kiszk <gi...@git.apache.org> on 2016/09/23 18:35:07 UTC
[GitHub] spark pull request #15219: [WIP][SPARK-14098][SQL] Generate Java code to bui...
GitHub user kiszk opened a pull request:
https://github.com/apache/spark/pull/15219
[WIP][SPARK-14098][SQL] Generate Java code to build CachedColumnarBatch and get values when DataFrame.cache() is called
## What changes were proposed in this pull request?
This PR is derived from https://github.com/apache/spark/pull/11956 and https://github.com/apache/spark/pull/13899.
I will fill details this weekend.
## How was this patch tested?
Added new tests
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/kiszk/spark columncache
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/15219.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #15219
----
commit aef8fb3c441942c842d36d27585f1012b355ea72
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-17T21:47:20Z
Add benchmark code
commit bcb98726a746cc5f7091d9d794182e26ad957180
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-20T18:35:21Z
backup
commit c075e2cb95250bd993b1ecbe5fec9ae6332dfcb0
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-20T22:36:44Z
Narrow benchmarked code + add back old scan code
commit 837bb954810708f5aaabdb2f4383138d5486256e
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-21T18:28:19Z
Fix benchmark to time only the read path
commit 828d90e21c7fadc2eaac6aae24a0a39d646a8585
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-21T21:35:01Z
First working impl. of ColumnarBatch based caching
Note, this doesn't work: spark.table("tab1").collect(), because
we're trying to cast ColumnarBatch.Row into UnsafeRow. This works,
however: spark.table("tab1").groupBy("i").sum("j").collect().
commit 431e81acb4644f35ee330d982a0b335d1d5eeeef
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-22T00:45:34Z
Always enable codegen and vectorized hashmap
commit e3f2a236d35153f6bf35bd73b5525ee81862d4ec
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-22T19:48:37Z
Don't benchmark aggregate
commit 43aa81839f2721ab6de0f7b65ce5b9a64794b92d
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-22T21:57:56Z
Codegen memory scan using ColumnarBatches
commit af2897bcc688bb032adf306e2571ccfe5e73f193
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-22T23:10:41Z
Clean up the code a little
commit b3737b817c8a359b40a308512a3f73ae97080b1d
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-22T23:19:42Z
Clean up a little more
commit 75499ca7f301c75be38455a946dee6f3384faf91
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-23T22:10:41Z
Generate code for write path to support other types
Previously we could only support schemas where all columns are
Longs because we hardcode putLong and getLong calls in the write
path. This led to unfathomable NPEs if we try to cache something
with other types.
This commit fixes this by generalizing the code to build column
batches.
commit 1ac9ebb8892f05cda8dfa33e3c8b108d53fc2b77
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-23T23:01:44Z
Move cache benchmark to new file
commit 1613c7fef268702cb31433af5d241cfe4a388565
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-23T23:43:13Z
Abstract codegen code into ColumnarBatchScan
commit f0197ecf688a5471ce89f8ef5a928c838feff7be
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-24T00:04:09Z
Introduce CACHE_CODEGEN config to reduce dup code
commit b2abd051d81d94de241dca252578bb5fe37d0afc
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-24T00:34:57Z
Add some tests for InMemoryRelation
commit d6550f2441fb6922432828b3aad74d937ded4226
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-24T00:40:11Z
Add some tests for InMemoryRelation
commit 5430dadd9688687e7c8ca404c3156f0b8f1c5679
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-24T00:44:21Z
Fix InMemoryColumnarQuerySuite
commit ecf625c9743eb2258bb7700cd6b051e893330c87
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-24T19:00:37Z
Clean up code: abstract CachedBatch and ColumnarBatch
commit ae5e975496d2c7ffa19df0f4ad8fc90a751a271a
Author: Andrew Or <an...@databricks.com>
Date: 2016-06-24T21:53:10Z
Add end-to-end benchmark, including write path
commit 1a621bf67162ba202290394115445d912fdd2715
Author: Kazuaki Ishizaki <is...@jp.ibm.com>
Date: 2016-09-01T02:47:25Z
merge with master
commit a3b1c1796527bd8a2d2a0fca73c197c978765118
Author: Kazuaki Ishizaki <is...@jp.ibm.com>
Date: 2016-09-23T18:26:11Z
support all of data types
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/15219
**[Test build #71765 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71765/testReport)** for PR 15219 at commit [`b15d9d5`](https://github.com/apache/spark/commit/b15d9d5724936f5946d99acc40b75754e8583aa6).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/15219
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/15219
**[Test build #72538 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/72538/testReport)** for PR 15219 at commit [`b15d9d5`](https://github.com/apache/spark/commit/b15d9d5724936f5946d99acc40b75754e8583aa6).
* This patch **fails Spark unit tests**.
* This patch **does not merge cleanly**.
* This patch adds no public classes.
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Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/15219
**[Test build #66577 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66577/consoleFull)** for PR 15219 at commit [`99a6fb2`](https://github.com/apache/spark/commit/99a6fb2bc2e6dfc92d94115d98c6e442f8f65dc4).
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
Jenkins, retest this please
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
Posted by AmplabJenkins <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/15219
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
Posted by SparkQA <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/15219
**[Test build #65835 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/65835/consoleFull)** for PR 15219 at commit [`a3b1c17`](https://github.com/apache/spark/commit/a3b1c1796527bd8a2d2a0fca73c197c978765118).
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/15219
**[Test build #66325 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66325/consoleFull)** for PR 15219 at commit [`588590b`](https://github.com/apache/spark/commit/588590b87ad7c4819787a3e2a67c899481a0040d).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/15219
**[Test build #66179 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66179/consoleFull)** for PR 15219 at commit [`e06f04c`](https://github.com/apache/spark/commit/e06f04c3d75bf915ef368c20b223553c67f14387).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by velvia <gi...@git.apache.org>.
Github user velvia commented on the issue:
https://github.com/apache/spark/pull/15219
Hi, in my experience, interfaces which are implemented by final methods are inlined just fine in the JVM JIT\u2026. but you might know more about this.
The point is more simplification and that the writers and setters are not needed by everyone\u2026. thanks
I would think an API to iterate over non-null values would also be good, but we can\u2019t use the Iterator API in Java, it has too high overhead\u2026.. :-p
> On Dec 8, 2016, at 12:29 PM, Kazuaki Ishizaki <no...@github.com> wrote:
>
> @velvia <https://github.com/velvia> Thank you for your comment. It is interesting from the view of simplification.
> On the other hand, I think that current implementation thinks about performance to encourage method inlining for getter/setter (e.g. getInt()) and avoid interface call in JIT compiler.
>
> Let me think about this among simplification and performance. This refactoring should be addressed by another PR.
>
> \u2014
> You are receiving this because you were mentioned.
> Reply to this email directly, view it on GitHub <https://github.com/apache/spark/pull/15219#issuecomment-265846533>, or mute the thread <https://github.com/notifications/unsubscribe-auth/ABA32-gBJXkZ8Xab57Rpee5k469mIo4Gks5rGGjAgaJpZM4KFRHu>.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
I see. Let me think about this.
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
Posted by AmplabJenkins <gi...@git.apache.org>.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@sameeragarwal could you please take a closer look?
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/15219
**[Test build #66325 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66325/consoleFull)** for PR 15219 at commit [`588590b`](https://github.com/apache/spark/commit/588590b87ad7c4819787a3e2a67c899481a0040d).
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
I see.
@davies, would it be possible to review this?
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
cc @rxin
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/15219
**[Test build #71745 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71745/testReport)** for PR 15219 at commit [`b15d9d5`](https://github.com/apache/spark/commit/b15d9d5724936f5946d99acc40b75754e8583aa6).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/15219
**[Test build #67726 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/67726/consoleFull)** for PR 15219 at commit [`73b2760`](https://github.com/apache/spark/commit/73b27608ffee3e67fe55f052cadcddcd533cd12f).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by sameeragarwal <gi...@git.apache.org>.
Github user sameeragarwal commented on the issue:
https://github.com/apache/spark/pull/15219
@kiszk of course, I've been meaning to look at this since a long time. Will take a closer look in the next couple of days. Thanks!
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* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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Jenkins, retest this please
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Jenkins, retest this please
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**[Test build #65837 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/65837/consoleFull)** for PR 15219 at commit [`fd835a1`](https://github.com/apache/spark/commit/fd835a1111e3c49486318179a6d7371628183fd2).
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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**[Test build #70629 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/70629/testReport)** for PR 15219 at commit [`8adf7a0`](https://github.com/apache/spark/commit/8adf7a0828cd20e08f89a8de31ee301820d61abe).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@davies could you please let us know if you need additional information for starting your review?
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by SparkQA <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/15219
**[Test build #70632 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/70632/testReport)** for PR 15219 at commit [`8adf7a0`](https://github.com/apache/spark/commit/8adf7a0828cd20e08f89a8de31ee301820d61abe).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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**[Test build #69485 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/69485/consoleFull)** for PR 15219 at commit [`e76af54`](https://github.com/apache/spark/commit/e76af542c162010a5ca37491a41d71c5584eba70).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@jiangxb1987 Thank you for pinging me. Sure, since we are working for this feature in other PRs, I close this.
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
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https://github.com/apache/spark/pull/15219
**[Test build #66081 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66081/consoleFull)** for PR 15219 at commit [`36cdd15`](https://github.com/apache/spark/commit/36cdd1523247410e6a31cee712e943dad0475b47).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds the following public classes _(experimental)_:
* `class GenerateColumnAccessor(conf: SparkConf)`
* ` class SpecificColumnarIterator extends $`
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
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**[Test build #65884 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/65884/consoleFull)** for PR 15219 at commit [`ab268f9`](https://github.com/apache/spark/commit/ab268f91b66936d194dbbcf5a7fecce79c55d66d).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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**[Test build #66179 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66179/consoleFull)** for PR 15219 at commit [`e06f04c`](https://github.com/apache/spark/commit/e06f04c3d75bf915ef368c20b223553c67f14387).
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
Jenkins, retest this please
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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https://github.com/apache/spark/pull/15219
**[Test build #66085 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66085/consoleFull)** for PR 15219 at commit [`58f2257`](https://github.com/apache/spark/commit/58f2257f2b157b0a27b8a68171cd01ddd2de48e4).
* This patch passes all tests.
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Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@sameeragarwal, could you please take a look?
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* This patch **fails to build**.
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**[Test build #66577 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66577/consoleFull)** for PR 15219 at commit [`99a6fb2`](https://github.com/apache/spark/commit/99a6fb2bc2e6dfc92d94115d98c6e442f8f65dc4).
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@davies could you please review this? cc @cloud-fan
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Jenkins, retest this please
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* This patch **fails Spark unit tests**.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@sameeragarwal could you please review this PR? I have wrote a design document and updated the description of PR.
I think that this PR is closely related to [your great presentation](http://www.slideshare.net/SparkSummit/spark-summit-eu-talk-by-sameer-agarwal) at Spark Summit.
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https://github.com/apache/spark/pull/15219
**[Test build #66122 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66122/consoleFull)** for PR 15219 at commit [`e12a0a5`](https://github.com/apache/spark/commit/e12a0a5bfe466e3a6d3726816459330311932381).
* This patch **fails Spark unit tests**.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@velvia Thank you for your comment. It is interesting from the view of simplification.
On the other hand, I think that current implementation thinks about performance to encourage method inlining for getter/setter (e.g. `getInt()`) and avoid interface call in JIT compiler.
Let me think about this among simplification and performance. This refactoring should be addressed by another PR.
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ping @sameeragarwal
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by velvia <gi...@git.apache.org>.
Github user velvia commented on the issue:
https://github.com/apache/spark/pull/15219
@kiszk I had a quick look at your `ColumnarVector` and had some thoughts.
Right now, it seems `ColumnVector` as an abstract class mixes lots of functionalities into one.
- Methods for reading primitive and other values from a "column"
- Methods for appending and modifying a column, modifying nullity etc.
I would strongly recommend separating into at least two different interfaces (or Scala traits):
- a `ReadableColumnVector` trait that is read-only
- a `MutableColumnVector` trait which includes write or append methods
For my use case, for example, caching and creating the column vector is not needed, instead I would like to implement the ReadableColumnVector API for reading columnar chunks which I supply. (eg for example, there would be an ApacheArrowReadableColumnVector).
This would simplify the interface and make it easier to integrate. Thanks and good work!
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
Posted by jiangxb1987 <gi...@git.apache.org>.
Github user jiangxb1987 commented on the issue:
https://github.com/apache/spark/pull/15219
@kiszk This PR has been stale for a long time, if we don't plan to continue work on that in the near future, could you please temporally close this? We can always reopen the PR when it's good time to restart working on the issue, WDYT? Thanks!
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@davies, could you please review this if this size is fine with you?
If it is too big, could you please review #15462, #15467, #15468 at first?
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@sameeragarwal did you have any change to take a closer look?
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Jenkins, retest this please
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* This patch passes all tests.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@sameeragarwal thank you very much.
[This design document](https://docs.google.com/document/d/1-2BnW5ibuHIeQzmHEGIGkEcuMUCTk87pmPis2DKRg-Q/edit?usp=sharing) covers all of this PR #15219 . If it is preferable to you to a set of smaller PRs (#15462, #15467, #15468, and reduced #15219), could you please let us know?
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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**[Test build #69492 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/69492/consoleFull)** for PR 15219 at commit [`dde7caf`](https://github.com/apache/spark/commit/dde7caf0c42d3254675b4de57eaf52f8c40e6298).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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**[Test build #71832 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71832/testReport)** for PR 15219 at commit [`b15d9d5`](https://github.com/apache/spark/commit/b15d9d5724936f5946d99acc40b75754e8583aa6).
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**[Test build #71787 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71787/testReport)** for PR 15219 at commit [`b15d9d5`](https://github.com/apache/spark/commit/b15d9d5724936f5946d99acc40b75754e8583aa6).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@davies would it be possible to review this?
As you suggested, I implemented
1. code generation for building `CachedColumnarBatch` and getting data from `CachedColumnarBatch`
2. compress `ColumnVector` using LZ4
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
Posted by SparkQA <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/15219
**[Test build #65871 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/65871/consoleFull)** for PR 15219 at commit [`aee597c`](https://github.com/apache/spark/commit/aee597ce2d558a5537873a17ae84bb628605e682).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by cloud-fan <gi...@git.apache.org>.
Github user cloud-fan commented on the issue:
https://github.com/apache/spark/pull/15219
I'm not familiar with this part, cc @davies
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/15219
**[Test build #65835 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/65835/consoleFull)** for PR 15219 at commit [`a3b1c17`](https://github.com/apache/spark/commit/a3b1c1796527bd8a2d2a0fca73c197c978765118).
* This patch **fails Scala style tests**.
* This patch **does not merge cleanly**.
* This patch adds the following public classes _(experimental)_:
* `public abstract class ColumnVector implements AutoCloseable, Serializable `
* `public final class ColumnarBatch implements Serializable `
* `public final class OnHeapUnsafeColumnVector extends ColumnVector implements Serializable `
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
Jenkins, retest this please
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
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https://github.com/apache/spark/pull/15219
Jenkins, retest this please
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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**[Test build #71719 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/71719/testReport)** for PR 15219 at commit [`b15d9d5`](https://github.com/apache/spark/commit/b15d9d5724936f5946d99acc40b75754e8583aa6).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
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ping @sameeragarwal
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**[Test build #65872 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/65872/consoleFull)** for PR 15219 at commit [`60a4616`](https://github.com/apache/spark/commit/60a46167ea88e4063af734566952605f7f617e2f).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by kiszk <gi...@git.apache.org>.
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Jenkins, retest this please
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Posted by SparkQA <gi...@git.apache.org>.
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**[Test build #65887 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/65887/consoleFull)** for PR 15219 at commit [`cd5ade5`](https://github.com/apache/spark/commit/cd5ade594be50a16160aa4e9de6467b25e1c6f1e).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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Github user kiszk commented on the issue:
https://github.com/apache/spark/pull/15219
@davies @rxin, would it be possible to review this?
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Jenkins, retest this please
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Jenkins, retest this please
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
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**[Test build #65837 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/65837/consoleFull)** for PR 15219 at commit [`fd835a1`](https://github.com/apache/spark/commit/fd835a1111e3c49486318179a6d7371628183fd2).
* This patch **fails to build**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request #15219: [WIP][SPARK-14098][SQL] Generate Java code to bui...
Posted by kiszk <gi...@git.apache.org>.
Github user kiszk closed the pull request at:
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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https://github.com/apache/spark/pull/15219
**[Test build #66314 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66314/consoleFull)** for PR 15219 at commit [`8fb3591`](https://github.com/apache/spark/commit/8fb359114e294c883085ca2ee12fd4ab38bc438a).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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https://github.com/apache/spark/pull/15219
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
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Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/15219
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/15219
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/15219
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/15219
**[Test build #66085 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/66085/consoleFull)** for PR 15219 at commit [`58f2257`](https://github.com/apache/spark/commit/58f2257f2b157b0a27b8a68171cd01ddd2de48e4).
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[GitHub] spark issue #15219: [WIP][SPARK-14098][SQL] Generate Java code to build Cach...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/15219
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[GitHub] spark issue #15219: [SPARK-14098][SQL] Generate Java code to build CachedCol...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:
https://github.com/apache/spark/pull/15219
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