mindspore.dataset.text.transforms.TruncateSequencePair

class mindspore.dataset.text.transforms.TruncateSequencePair(max_length)

Truncate a pair of rank-1 tensors such that the total length is less than max_length.

This operation takes two input tensors and returns two output Tensors.

Parameters

max_length (int) – Maximum length required.

Examples

>>> dataset = ds.NumpySlicesDataset(data={"col1": [[1, 2, 3]], "col2": [[4, 5]]})
>>> # Data before
>>> # |   col1    |   col2    |
>>> # +-----------+-----------|
>>> # | [1, 2, 3] |  [4, 5]   |
>>> # +-----------+-----------+
>>> truncate_sequence_pair_op = text.TruncateSequencePair(max_length=4)
>>> dataset = dataset.map(operations=truncate_sequence_pair_op)
>>> # Data after
>>> # |   col1    |   col2    |
>>> # +-----------+-----------+
>>> # |  [1, 2]   |  [4, 5]   |
>>> # +-----------+-----------+