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Upgrade zarr dependency to >= 3.x.x #7752

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@lucianopaz

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@lucianopaz

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The current supported zarr version is <3.0.0 (for some reason, this isn't explicitly stated in the setup.py optional requirements which can cause installation conflicts). Ideally, we should upgrade the zarr dependency to >=3.x and lower than 4, but also explicitly include that information in the package information.

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