Comments (1)
I would first point out that there is a little bit of consistency injected via classes that call functions, e.g., kerchunk.grib2.GribToZarr
is a class designed to feel similar to kerchunk.hdf.SingleHdf5ToZarr
.
A general file dispatch system seems reasonable, possibly something that belongs in Intake 2 (which already tries to guess file types by URL pattern matching or reading magic bytes). We probably don't want to replicate work in pangeo-forge, though?
Should there be some arguments that are valid for every backend (e.g. inline_threshold), and others that are specific to particular backends?
There are definitely operations that will be the same for all backends, like inlining.
On virtual zarrs, this sounds something between nsidc/earthaccess#278 and a special xarray engine="scan-kerchunk". The trouble is, as with everything kerchunk, is that there are many options (such as what to do with gribs...) and it becomes hard to specify them all in a reasonable way. Not all of kerchunk will be xarray friendly (and maybe not even zarr).
- do we need to be strict about the steps taken to make reference sets, or will this always be ad-hoc for the heterogeneity out there? This is what pangeo-forge recipes do, or an intake pipeline could, but there are tradeoffs.
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Related Issues (20)
- Refactor MultiZarrToZarr into multiple functions HOT 24
- Memory leak in `scan_grib`? HOT 2
- v0.2.1 broke existing workflows - 'SingleHdf5ToZarr' object has no attribute 'decoders' HOT 2
- Issue reading GZIP compressed GRIB2 remote file HOT 6
- _FillValue from a classic netCDF file does not end up in the kerchunk json HOT 4
- [BUG] MultiZarrToZarr fails to concatenate dimension coordinate variables HOT 10
- SingleHdf5ToZarr error/warning with scalar utf-8/ascii dataset HOT 4
- Failure to combine multiple JSON reference files via MultiZarrToZarr() HOT 23
- Best practice for using `rename_target_files` HOT 5
- Data for variable is not inlined despite size below threshold HOT 8
- Tests failing after upstream change to LazyReferenceMapper
- Unexpected behavior with MultiZarrToZarr with partial chunks. HOT 1
- Grib2 Split File with read ahead? HOT 2
- Parquet reference generation failing at translate step HOT 9
- multiple reads of nasa-nex-gddp-cmip6 dataset from MultiZarrToZarr concatenated metadata returns all nans HOT 1
- Control chunksize of the underlying zarrdata HOT 4
- NOAA NCEP Grib2 GFS & HRRR: levels, steps and duplicate variables! HOT 1
- Reduce requried memory for inputs for MultiZarrToZarr and merge_vars HOT 3
- Kerchunk records incorrect calendar type for specific NetCDF files when converted. HOT 2
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