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Posted to jira@arrow.apache.org by "Antoine Pitrou (Jira)" <ji...@apache.org> on 2021/03/30 11:27:00 UTC
[jira] [Assigned] (ARROW-12100) [C#] Cannot round-trip record batch
with PyArrow
[ https://issues.apache.org/jira/browse/ARROW-12100?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Antoine Pitrou reassigned ARROW-12100:
--------------------------------------
Assignee: Antoine Pitrou
> [C#] Cannot round-trip record batch with PyArrow
> ------------------------------------------------
>
> Key: ARROW-12100
> URL: https://issues.apache.org/jira/browse/ARROW-12100
> Project: Apache Arrow
> Issue Type: Bug
> Components: C#, C++, Python
> Affects Versions: 3.0.0
> Reporter: Tanguy Fautre
> Assignee: Antoine Pitrou
> Priority: Blocker
> Labels: pull-request-available
> Fix For: 4.0.0
>
> Attachments: ArrowSharedMemory_20210326.zip, ArrowSharedMemory_20210326_2.zip, ArrowSharedMemory_20210329.zip
>
> Time Spent: 1h 20m
> Remaining Estimate: 0h
>
> Has anyone ever tried to round-trip a record batch between Arrow C# and PyArrow? I can't get PyArrow to read the data correctly.
> For context, I'm trying to do Arrow data-frames inter-process communication between C# and Python using shared memory (local TCP/IP is also an alternative). Ideally, I wouldn't even have to serialise the data and could just share the Arrow in-memory representation directly, but I'm not sure this is even possible with Apache Arrow. Full source code as attachment.
> *C#*
> {code:c#}
> using (var stream = sharedMemory.CreateStream(0, 0, MemoryMappedFileAccess.ReadWrite))
> {
> var recordBatch = /* ... */
> using (var writer = new ArrowFileWriter(stream, recordBatch.Schema, leaveOpen: true))
> {
> writer.WriteRecordBatch(recordBatch);
> writer.WriteEnd();
> }
> }
> {code}
> *Python*
> {code:python}
> shmem = open_shared_memory(args)
> address = get_shared_memory_address(shmem)
> buf = pa.foreign_buffer(address, args.sharedMemorySize)
> stream = pa.input_stream(buf)
> reader = pa.ipc.open_stream(stream)
> {code}
> Unfortunately, it fails with the following error: {{pyarrow.lib.ArrowInvalid: Expected to read 1330795073 metadata bytes, but only read 1230}}.
> I can see that the memory content starts with {{ARROW1\x00\x00\xff\xff\xff\xff\x08\x01\x00\x00\x10\x00\x00\x00}}. It seems that using the API calls above, PyArrow reads "ARRO" as the length of the metadata.
> I assume I'm using the API incorrectly. Has anyone got a working example?
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