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The right way to go here is probably to implement a simple package InferenceDataZarr, similar to InferenceDataNetCDF with just two methods:
from_zarr
to_zarr.
This is probably pretty straightforward by patterning the design off of InferenceDataZarr and following the Zarr API, so this is a good first issue for someone who's registered a Julia package before.
As noted in arviz-devs/ArviZ.jl#207 (comment), we should support I/O to/from Zarr files using Zarr.jl.
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