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[DOCS] Add Virtual Ref Documentation and tutorial #240

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merged 15 commits into from
Oct 15, 2024
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@mpiannucci mpiannucci commented Oct 15, 2024

closes #214

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@TomNicholas TomNicholas left a comment

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This looks great, I just have a bunch of minor comments.

While virtual references are fully supported in Icechunk, creating virtual datasets relies on using experimental or pre-release versions of open source tools. For full instructions on how to install the required tools and ther current statuses [see the tracking issue on Github](https://github.com/earth-mover/icechunk/issues/197).

To create virtual Icechunk datasets with python, we utilize the [kerchunk](https://fsspec.github.io/kerchunk/) and [VirtualiZarr](https://virtualizarr.readthedocs.io/en/latest/) packages. `kerchunk` allows us to extract virtual references from existing data files, and `VirtualiZarr` allows us to use `xarray` to combine these extracted virtual references into full blown datasets.
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Whilst it's true that kerchunk is (currently) being used under the hood by virtualizarr.open_virtual_dataset, it might just be confusing to mention kerchunk here. It doesn't appear at all in user code in this tutorial, so it's basically an implementation detail. Kerchunk is still mentioned in the icechunk FAQ as an inspiration, as well as in the virtualizarr docs.

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mpiannucci and others added 5 commits October 14, 2024 22:31
Co-authored-by: Tom Nicholas <tom@cworthy.org>
Co-authored-by: Tom Nicholas <tom@cworthy.org>
Co-authored-by: Tom Nicholas <tom@cworthy.org>
Co-authored-by: Tom Nicholas <tom@cworthy.org>
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great feedback thanks!!!

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@rabernat rabernat left a comment

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Great!

A few minor wording changes, then please merge.

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mpiannucci and others added 4 commits October 15, 2024 10:12
Co-authored-by: Ryan Abernathey <ryan.abernathey@gmail.com>
Co-authored-by: Ryan Abernathey <ryan.abernathey@gmail.com>
Co-authored-by: Ryan Abernathey <ryan.abernathey@gmail.com>
Co-authored-by: Ryan Abernathey <ryan.abernathey@gmail.com>
@mpiannucci mpiannucci merged commit a7bcf44 into main Oct 15, 2024
@mpiannucci mpiannucci deleted the matt/virtual-docs branch October 15, 2024 14:13
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[DOCS] Virtual datasets
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