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Description
Is your feature request related to a problem? Please describe.
The logic of SDFConverter
is to load sdf entirely by datamol.read_sdf
first, and then convert to zarr file.
It is very slow when dealing with larger SDF files.
Describe the solution you'd like
Parallelize the conversion while ensuring the pointers are correctly assigned.
Describe alternatives you've considered
- Parse and split the SDF file and paraellize the SDF loading process in batches.