Make padding op faster and add error check #147
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karlhigley
reviewed
May 11, 2023
| row_ranges.extend(array_lib.arange(int(starts[idx]), int(ends[idx]))) | ||
| row_ranges = array_lib.concatenate( | ||
| list(map(functools.partial(get_arange, array_lib), starts, ends)) | ||
| ) |
karlhigley
approved these changes
May 11, 2023
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This PR substitutes the loop creating the range of individual indices for each value to be added to the padded array with a map function in order to make it faster. This PR also adds a check to ensure that the padding size selected by user fits the data. If the data has any records that are bigger than the padding size, we raise a value error. This op is for padding only, it does not incorporate list slice.