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  • implement Zarr v3 spec support · 9 ✖

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id html_url issue_url node_id user created_at updated_at ▲ author_association body reactions performed_via_github_app issue
1328155507 https://github.com/pydata/xarray/pull/6475#issuecomment-1328155507 https://api.github.com/repos/pydata/xarray/issues/6475 IC_kwDOAMm_X85PKgtz dcherian 2448579 2022-11-27T02:22:37Z 2022-11-27T02:22:37Z MEMBER

Thanks @grlee77 and @jhamman !

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  implement Zarr v3 spec support 1200581329
1320701325 https://github.com/pydata/xarray/pull/6475#issuecomment-1320701325 https://api.github.com/repos/pydata/xarray/issues/6475 IC_kwDOAMm_X85OuE2N jhamman 2443309 2022-11-19T00:31:47Z 2022-11-19T00:31:47Z MEMBER

This is ready to merge once https://github.com/pydata/xarray/pull/7300 is in.

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  implement Zarr v3 spec support 1200581329
1320632540 https://github.com/pydata/xarray/pull/6475#issuecomment-1320632540 https://api.github.com/repos/pydata/xarray/issues/6475 IC_kwDOAMm_X85Ot0Dc dcherian 2448579 2022-11-18T23:13:29Z 2022-11-18T23:13:47Z MEMBER

RTD failure is real.

/home/docs/checkouts/readthedocs.org/user_builds/xray/checkouts/6475/doc/whats-new.rst:28: WARNING: Duplicate explicit target name: "whats-new.2022.11.1". Otherwise, is this ready to merge?

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  implement Zarr v3 spec support 1200581329
1304558730 https://github.com/pydata/xarray/pull/6475#issuecomment-1304558730 https://api.github.com/repos/pydata/xarray/issues/6475 IC_kwDOAMm_X85NwfyK jhamman 2443309 2022-11-05T14:38:18Z 2022-11-05T14:38:18Z MEMBER

@grlee77, @rabernat, @joshmoore, and others - I think this is ready to review and/or merge. The Zarr-V3 tests are active in the CI Upstream / upstream-dev GitHub Action. The test failure on readthedocs is unrelated to this PR.

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  implement Zarr v3 spec support 1200581329
1294086466 https://github.com/pydata/xarray/pull/6475#issuecomment-1294086466 https://api.github.com/repos/pydata/xarray/issues/6475 IC_kwDOAMm_X85NIjFC jhamman 2443309 2022-10-27T21:32:42Z 2022-10-27T21:32:42Z MEMBER

@grlee77 - I'm curious if you are planning to return to this PR or if it would be helpful if someone brought it to completion?

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  implement Zarr v3 spec support 1200581329
1281657040 https://github.com/pydata/xarray/pull/6475#issuecomment-1281657040 https://api.github.com/repos/pydata/xarray/issues/6475 IC_kwDOAMm_X85MZIjQ jhamman 2443309 2022-10-18T00:23:20Z 2022-10-18T00:23:20Z MEMBER

A separate issue is that consolidated metadata isn't in the core Zarr v3 spec, so we will need to have a Zarr Enhancement Proposal to formally define how the metadata should be stored. In the experimental API, it behaves as for v2 and is stored at /meta/root/consolidated by default.

I think it would be fine to disallow consolidated metadata for v3 until there is a spec in place. This is going to be experimental for some time so I don't see the harm in raising an error when consolidated=True and version=3. I think this is better than guessing what the v3 extension will specify.

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  implement Zarr v3 spec support 1200581329
1137661171 https://github.com/pydata/xarray/pull/6475#issuecomment-1137661171 https://api.github.com/repos/pydata/xarray/issues/6475 IC_kwDOAMm_X85Dz1Tz shoyer 1217238 2022-05-25T18:10:21Z 2022-05-25T18:10:21Z MEMBER

One issue with relying only on Array and Group as currently implemented in Zarr-Python is that we can create array nodes outside of any group subfolder. e.g. one can currently create an Array directly at path 'array1' and this would put the chunks under 'data/root/array1/', and metadata at 'meta/root/array1.array.json'. However, the root itself is not a Group. A group is basically a subfolder under root (e.g.' open_group with path = group1 creates '/meta/root/group1/' folder and 'meta/root/group1.group.json' metadata). There is no mechanism in the spec to open root directly as a Group!

is there an issue on the Zarr side where this is currently being discussed?

I opened up https://github.com/zarr-developers/zarr-python/issues/1039

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  implement Zarr v3 spec support 1200581329
1099307673 https://github.com/pydata/xarray/pull/6475#issuecomment-1099307673 https://api.github.com/repos/pydata/xarray/issues/6475 IC_kwDOAMm_X85BhhqZ shoyer 1217238 2022-04-14T15:33:54Z 2022-04-14T15:33:54Z MEMBER

One issue with relying only on Array and Group as currently implemented in Zarr-Python is that we can create array nodes outside of any group subfolder. e.g. one can currently create an Array directly at path 'array1' and this would put the chunks under 'data/root/array1/', and metadata at 'meta/root/array1.array.json'. However, the root itself is not a Group. A group is basically a subfolder under root (e.g.' open_group with path = group1 creates '/meta/root/group1/' folder and 'meta/root/group1.group.json' metadata). There is no mechanism in the spec to open root directly as a Group!

is there an issue on the Zarr side where this is currently being discussed?

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  implement Zarr v3 spec support 1200581329
1098229361 https://github.com/pydata/xarray/pull/6475#issuecomment-1098229361 https://api.github.com/repos/pydata/xarray/issues/6475 IC_kwDOAMm_X85BdaZx shoyer 1217238 2022-04-13T16:04:23Z 2022-04-13T16:04:23Z MEMBER
  • The v3 spec requires a path be specified when calling open_group or open_consolidated. This PR currently just sets a default group name of 'xarray' if one is not specified via the group kwarg to ZarrStore.open_group. I think that is convenient, but one could instead be stricter and raise an error in this case.

Does Zarr v3 have a notion of a "root" group? That feels like a more sensible default to me, both for Xarray and Zarr-Python

  • If a string corresponding to a filesystem path or URL is used for store, then it is not possible to infer which version of the zarr spec is desired. In this case, the user must specify zarr_version to choose the zarr protocol version. The default of zarr_version=None will infer the version from a zarr BaseStore subclass when possible, otherwise defaulting to zarr_version=2 for backwards compatibility.

This sounds fine for now, but I am concerned that it will slow the adoption of Zarr v3. Eventually, we would presumably want to change the default to version 3, but this is difficult to do if it entirely breaks backwards compatibility.

My preference would be for the default behavior to try opening Zarr v2, and fall back to opening in v3 mode, even if this requires attempting to open a file from the store. This is similar to how Xarray handles other Zarr versioning issues (e.g., for consolidated metadata). Perhaps Zarr-Python could raise an informative error that we could catch if the Zarr version is incorrect, or even handle this behavior itself?

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  implement Zarr v3 spec support 1200581329

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