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@ahuang11
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@ahuang11 ahuang11 commented Oct 6, 2025

Just a proof of concept integrating https://github.com/alxmrs/xarray-sql

import xarray as xr
ds = xr.tutorial.open_dataset('air_temperature')
ds.to_netcdf('air.nc')

lumen-ai serve air.nc

image image image

I wonder if this should be a lumen extension, like lumen-anndata. Part of me feels like it should be in core, so it works like hvplot.xarray, but at the same time, unsure about the limitations about the SQL & xarray.

I think if xarray-sql supported xarray-datatrees, then it's possible to rebuild AnndataSource on this since xarray is a generalized library supporting n-D dimension datasets.

@ahuang11 ahuang11 requested a review from philippjfr October 6, 2025 23:07
@droumis
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droumis commented Oct 7, 2025

verrrry interesting.. It would be worthwhile to scope out how well it could support anndata

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3 participants