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I finished it for `createArray`. I will do it for `createMap` tomorrow.
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Ah, I understand my misunderstanding. In this discussion, you mean
"intermediate array" is "new int[]".
Yes, let me do it.
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I think it's nothing to do with physical operators, we are talking about
`CreateArray` right? Avoiding to create the intermedia primitive array should
be faster generally.
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I understand what you want to do. I agree with this in this case. This is
because the child of `Project` is an array creation.
== Physical Plan ==
*Project [array((value#2 + 1.1),
Github user viirya commented on the issue:
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Yea we can avoid the intermediate primitive array. Maybe we can benchmark
against it also.
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In `CreateArray` we can just evaluate each expression and write their
results to unsafe array with the writer, no intermediate data need to be
created.
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@cloud-fan Yeah, to keep primitive array and to use `UnsafeArrayWrite` can
avoid extra bulkcopy.
To achieve this avoidance, I think that we need to create
`GenericArrayData` after enabling
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creating a primitive array and setting element values is also element-wise
copy right? And we need an extra bulkcopy to write the primitive array to
unsafe array. By using unsafe array writer, we
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For primitive element type, should we optimize non `UnsafeArrayWriter path?
I mean that we just fill zero into `nullable` and then perform bulkcopy only
for data part by adding a new API to
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oh nvm, for non-primitive element type, `new GenericArrayData` is faster
than `UnsafeArrayData`, your approach should be good.
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After some more thoughts, will it be better to use `UnsafeArrayWriter`
directly? The array elements are evaluated one by one, so theoretically
creating a primitive array and copying it to
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ping @cloud-fan
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@cloud-fan thank you for your thoughtful review comments. The latest one
looks better.
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ping @cloud-fan
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ping @cloud-fan @hvanhovell
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Jenkins, retest this please
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@cloud-fan , @hvanhovell @viirya could you please review this again except
if the current `Array[Byte]` is OK?
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@cloud-fan , @hvanhovell could you please review this again?
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retest this please.
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I'd like to introduce a new expression: `CreatePrimitiveArray`. In the
optimizer if we find the element type is primitive type, replace `CreateArray`
with `CreatePrimitiveArray`.
BTW, we
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Except for the two comments regarding the test, I don't have other question
for now. cc @hvanhovell @cloud-fan for more checks.
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@cloud-fan @hvanhovell could you please review this since there is no
failure now?
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