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Posted to jira@arrow.apache.org by "Joris Van den Bossche (Jira)" <ji...@apache.org> on 2020/10/22 10:01:00 UTC
[jira] [Commented] (ARROW-6349) [Python] Conversion of numpy array
to pyarrow.Tensor: Negative ndarray strides not supported
[ https://issues.apache.org/jira/browse/ARROW-6349?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17218909#comment-17218909 ]
Joris Van den Bossche commented on ARROW-6349:
----------------------------------------------
The {{pyarrow.serialize()}} function is deprecated (and thus not worth enhancing it), but also the creation of a Tensor object fails with the same error message (so renamed the issue to focus on this):
{code}
In [47]: pa.Tensor.from_numpy(b)
---------------------------------------------------------------------------
ArrowInvalid Traceback (most recent call last)
<ipython-input-47-48777b286890> in <module>
----> 1 pa.Tensor.from_numpy(b)
~/scipy/repos/arrow/python/pyarrow/tensor.pxi in pyarrow.lib.Tensor.from_numpy()
~/scipy/repos/arrow/python/pyarrow/error.pxi in pyarrow.lib.check_status()
ArrowInvalid: Negative ndarray strides not supported
{code}
> [Python] Conversion of numpy array to pyarrow.Tensor: Negative ndarray strides not supported
> --------------------------------------------------------------------------------------------
>
> Key: ARROW-6349
> URL: https://issues.apache.org/jira/browse/ARROW-6349
> Project: Apache Arrow
> Issue Type: Bug
> Components: Python
> Environment: Ubuntu 16.04, python 3.6.6, numpy 1.14.6, pyarrow 0.11.1
> Reporter: YUTING ZHANG
> Priority: Major
>
> When indexing a np.ndarray with negative stride, arrow cannot serialize it. However, this could be a common use case for reversing along an axis.
>
> Code:
> {code:java}
> import pyarrow
> import numpy as np
> a=np.zeros([500,600,3])
> b=a[:,:,::-1]
> pyarrow.serialize(b)
> {code}
>
> Error:
> {code:java}
> ArrowInvalid Traceback (most recent call last)
> <ipython-input-7-bf252de95dc1> in <module>()
> ----> 1 pyarrow.serialize(b)
> ~/anaconda3/envs/mxnet_p36/lib/python3.6/site-packages/pyarrow/serialization.pxi in pyarrow.lib.serialize()
> ~/anaconda3/envs/mxnet_p36/lib/python3.6/site-packages/pyarrow/error.pxi in pyarrow.lib.check_status()
> ArrowInvalid: Negative ndarray strides not supported
> {code}
>
>
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