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deepy.dataset.SequentialDataset._pad() A
last analyzed 2016-01-12 06:29 UTC

↳ Parent: deepy.dataset.SequentialDataset

Complexity

Conditions

Size

Total Lines

Duplication

Lines	0
Ratio	0 %

Metric	Value
cc	4
dl	0
loc	10
rs	9.2

#!/usr/bin/env python
# -*- coding: utf-8 -*-

from . import BasicDataset
from padding import pad_dataset

class SequentialDataset(BasicDataset):
    """
    Dataset class for sequences.
    """

    def __init__(self, train, valid=None, test=None):
        super(SequentialDataset, self).__init__(train, valid, test)

    def _pad(self, side, length):
        """
        Pad sequences to given length in the left or right side.
        """
        if self._train_set:
            self._train_set = pad_dataset(self._train_set, side, length)
        if self._valid_set:
            self._valid_set = pad_dataset(self._valid_set, side, length)
        if self._test_set:
            self._test_set = pad_dataset(self._test_set, side, length)

    def pad_left(self, length):
        """
        Pad sequences to given length in the left side.
        """
        self._pad('left', length)

    def pad_right(self, length):
        """
        Pad sequences to given length in the left side.
        """
        self._pad('right', length)

1			#!/usr/bin/env python
2			# -- coding: utf-8 --
3
4			from . import BasicDataset
5			from padding import pad_dataset
6
7			class SequentialDataset(BasicDataset):
8			"""
9			Dataset class for sequences.
10			"""
11
12			def __init__(self, train, valid=None, test=None):
13			super(SequentialDataset, self).__init__(train, valid, test)
14
15			def _pad(self, side, length):
16			"""
17			Pad sequences to given length in the left or right side.
18			"""
19			if self._train_set:
20			self._train_set = pad_dataset(self._train_set, side, length)
21			if self._valid_set:
22			self._valid_set = pad_dataset(self._valid_set, side, length)
23			if self._test_set:
24			self._test_set = pad_dataset(self._test_set, side, length)
25
26			def pad_left(self, length):
27			"""
28			Pad sequences to given length in the left side.
29			"""
30			self._pad('left', length)
31
32			def pad_right(self, length):
33			"""
34			Pad sequences to given length in the left side.
35			"""
36			self._pad('right', length)

uaca / deepy

deepy.dataset.SequentialDataset._pad() A last analyzed 2016-01-12 06:29 UTC

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deepy.dataset.SequentialDataset._pad() A
last analyzed 2016-01-12 06:29 UTC