Re:Loading NumPy arrays from disk: mmap() vs. Zarr/HDF5
by wdobbels on Wednesday February 26, 2020 @12:22PM
(#22425047)
No mention of dask? So far I haven't really had a need for larger-than-memory arrays, but dask would be my go-to choice.
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Re:Loading NumPy arrays from disk: mmap() vs. Zarr/HDF5
by itamarst on Wednesday February 26, 2020 @01:03PM
(#22425498)
Dask, while great, doesn't solve this problem at all. You still need some way to load the data.
And for that Dask supports Zarr, and HDF5, and pre-existing arrays (where mmap() comes in), and a few other formats: https://docs.dask.org/en/latest/array-creation.html#