Avoid materializing entire time vector from zarr for time_to_sample_index#4620
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Avoid materializing entire time vector from zarr for time_to_sample_index#4620grahamfindlay wants to merge 1 commit into
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…ndex `np.searchsorted` is fine for mem-maps, but for out-of-core arrays (zarr) it reads the whole time vector (even if a `zarr.Array`) into memory. Bisecting instead reads O(log N) elements, which saves an order of magnitude of RAM for long recordings. """
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Stumbled upon the same issue yesterday!! Elegant solution :) |
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np.searchsortedis fine for mem-maps, but for out-of-core arrays (zarr) it reads the whole time vector (even if azarr.Array) into memory. Bisecting instead reads O(log N) elements, which saves an order of magnitude of RAM for long recordings.