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import
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@Ueshin @cloud-fan could you please review this?
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Github user cloud-fan commented on the issue:
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I'd like to also improve the write path. I think the current way to cache
array type is not efficient, arrow-like format which put all elements(including
nested array) together is better for
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both ways work, just pick the simpler one. I'm concerned about how to
access the nested array, you can try both approaches and see which one can
solve the problem easier.
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ping @ueshin @BryanCutler @cloud-fan Would you mind to provide some
insights? Should we add just a document for it or fix it in your opinions?
Thanks.
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Current `ColumnVector` uses primitive type array (e.g. `int[]` or
`double[]`) based on data type of each column. On the other hand, cached data
uses `byte[]` for all data type.
Do we change
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For now, this implementation has an limitation only to support non-nested
array for ease of review.
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Good catch! LGTM
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@gatorsmile
Thanks again for review this pr.
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LGTM
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private static final long WIDTH = 8;
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@Tagar it's the same general type of issue, but not directly related nor
exactly the same cause.
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import
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@nkronenfeld @gatorsmile I think this has been failing the master build
(Maven only) for a few days:
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+/*
+ * Licensed to the Apache
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My feeling is that, we should change the cache format of array type to make
it compatible with `ColumnVector`, then we don't need conversion from cached
data to columnar batch.
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I agree with you that we need to improve the write path. It will be
addressed after improving the frequently-executed read path, as you suggested
before. It will be addressed by the following PR.
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@xynny, mind if I ask your JIRA id?
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gentle ping @cloud-fan and @viirya, there are some feedbacks about the
behavior of obj to string.
``` scala
case StringType =>
(array: Object) =>
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So for primitive types, we encode and compress them to binary. When reading
cached data, they are decoded to primitive array and can be put in
`OnHeadColumnVector` directly.
For
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LGTM too
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@gatorsmile
Thanks a lot for your help :)
>Can we just evaluate the right side CAST(2017 as STRING), since it is
foldable?
Do you mean to add a new rule ? -- cast the type
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Can we use `OffHeapColumnVector` for cached data?
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Github user cloud-fan commented on a diff in the pull request:
https://github.com/apache/spark/pull/19603#discussion_r147580056
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/objects/objects.scala
---
@@ -591,18 +591,40 @@ case class MapObjects
Github user SparkQA commented on the issue:
https://github.com/apache/spark/pull/17899
**[Test build #83194 has
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/83194/testReport)**
for PR 17899 at commit
Github user viirya commented on the issue:
https://github.com/apache/spark/pull/19567
LGTM
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