[Numpy-discussion] R: fast numpy.fromfile skipping data chunks
Wed Mar 13 09:18:53 CDT 2013
This solution does not work for me since I have an offset before the data that is not a multiple of the datatype (it's a header containing various stuff).
I'll at pytables.
# Exploit the operating system's virtual memory manager to get a
"virtual copy" of the entire file in memory
# (This does not actually use any memory until accessed):
virtual_arr = np.memmap(path, np.uint32, "r")
# Get a numpy view onto every 20th entry:
virtual_arr_subsampled = virtual_arr[::20]
# Copy those bits into regular malloc'ed memory:
arr_subsampled = virtual_arr_subsampled.copy()
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