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braingram avatar braingram commented on August 30, 2024

Thanks for opening this issue.

There has been some work adding support for the zarr storage format within ASDF. This is implemented via an extension: https://github.com/asdf-format/asdf-zarr It's a new package so please let me know if it's something you plan to use "in production" (so we can give it another review, also feel free to give it a try and open issues if you find anything). The extension offers a few options:

  • storing the zarr data inside ASDF blocks (with a chunk per block, I think most similar to what you described)
  • referencing external zarr storage (either DirectoryStore "flat files", S3 stores, or any of the many formats zarr supports).

The use of zarr also opens up a second place where compression can be controlled (which can get a bit confusing).

from asdf.

eschnett avatar eschnett commented on August 30, 2024

@braingram Nice! We are currently discussing storage formats, and both ASDF and Zarr are contenders that have various advantages and disadvantages. On the surface, using Zarr chunking with ASDF single-file storage seems like an excellent choice. I will have a look.

from asdf.

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