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Hey, Is There A Way To Set Pipeline Component Return Artifact Compression At A Pipeline Level ? It Would Allow To Make Big Dataframes Flow Across Component Without Having To Resort To Define Temporary Datasets, Currently It'S Generating Only Raw Pickles.

Hey, is there a way to set pipeline component return artifact compression at a pipeline level ? It would allow to make big dataframes flow across component without having to resort to define temporary datasets, currently it's generating only raw pickles.

  
  
Posted 8 months ago
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That would be much appreciated

  
  
Posted 8 months ago

Hi @<1523702000586330112:profile|FierceHamster54> ! This is currently not possible, but I have a workaround in mind. You could use the artifact_serialization_function parameter in your pipeline. The function should return a bytes stream of the zipped content of your data with whichever compression level you have in mind.
If I'm not mistaken, you wouldn't even need to write a deserialization function in your case, because we should be able to unzip your data just fine.
Wdyt?

  
  
Posted 8 months ago

Linked github issue: None

  
  
Posted 8 months ago

Thanks @<1523701435869433856:profile|SmugDolphin23> , tho are you sure I don't need to override the deserialization function even if I pass multiple distinct objects as a tuple ?

  
  
Posted 8 months ago

Hmm, in that case you might need to write it. Doesn’t hurt trying eitherway

  
  
Posted 8 months ago

Well at this point I might as well try to write a PR implementing the behavior I described above

  
  
Posted 8 months ago
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8 months ago
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