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- """Docstring components common to several ndimage functions."""
- from __future__ import division, print_function, absolute_import
- from scipy.misc import doccer
- __all__ = ['docfiller']
- _input_doc = (
- """input : array_like
- The input array.""")
- _axis_doc = (
- """axis : int, optional
- The axis of `input` along which to calculate. Default is -1.""")
- _output_doc = (
- """output : array or dtype, optional
- The array in which to place the output, or the dtype of the
- returned array. By default an array of the same dtype as input
- will be created.""")
- _size_foot_doc = (
- """size : scalar or tuple, optional
- See footprint, below. Ignored if footprint is given.
- footprint : array, optional
- Either `size` or `footprint` must be defined. `size` gives
- the shape that is taken from the input array, at every element
- position, to define the input to the filter function.
- `footprint` is a boolean array that specifies (implicitly) a
- shape, but also which of the elements within this shape will get
- passed to the filter function. Thus ``size=(n,m)`` is equivalent
- to ``footprint=np.ones((n,m))``. We adjust `size` to the number
- of dimensions of the input array, so that, if the input array is
- shape (10,10,10), and `size` is 2, then the actual size used is
- (2,2,2). When `footprint` is given, `size` is ignored.""")
- _mode_doc = (
- """mode : {'reflect', 'constant', 'nearest', 'mirror', 'wrap'}, optional
- The `mode` parameter determines how the input array is extended
- beyond its boundaries. Default is 'reflect'. Behavior for each valid
- value is as follows:
- 'reflect' (`d c b a | a b c d | d c b a`)
- The input is extended by reflecting about the edge of the last
- pixel.
- 'constant' (`k k k k | a b c d | k k k k`)
- The input is extended by filling all values beyond the edge with
- the same constant value, defined by the `cval` parameter.
- 'nearest' (`a a a a | a b c d | d d d d`)
- The input is extended by replicating the last pixel.
- 'mirror' (`d c b | a b c d | c b a`)
- The input is extended by reflecting about the center of the last
- pixel.
- 'wrap' (`a b c d | a b c d | a b c d`)
- The input is extended by wrapping around to the opposite edge.""")
- _mode_multiple_doc = (
- """mode : str or sequence, optional
- The `mode` parameter determines how the input array is extended
- when the filter overlaps a border. By passing a sequence of modes
- with length equal to the number of dimensions of the input array,
- different modes can be specified along each axis. Default value is
- 'reflect'. The valid values and their behavior is as follows:
- 'reflect' (`d c b a | a b c d | d c b a`)
- The input is extended by reflecting about the edge of the last
- pixel.
- 'constant' (`k k k k | a b c d | k k k k`)
- The input is extended by filling all values beyond the edge with
- the same constant value, defined by the `cval` parameter.
- 'nearest' (`a a a a | a b c d | d d d d`)
- The input is extended by replicating the last pixel.
- 'mirror' (`d c b | a b c d | c b a`)
- The input is extended by reflecting about the center of the last
- pixel.
- 'wrap' (`a b c d | a b c d | a b c d`)
- The input is extended by wrapping around to the opposite edge.""")
- _cval_doc = (
- """cval : scalar, optional
- Value to fill past edges of input if `mode` is 'constant'. Default
- is 0.0.""")
- _origin_doc = (
- """origin : int, optional
- Controls the placement of the filter on the input array's pixels.
- A value of 0 (the default) centers the filter over the pixel, with
- positive values shifting the filter to the left, and negative ones
- to the right.""")
- _origin_multiple_doc = (
- """origin : int or sequence, optional
- Controls the placement of the filter on the input array's pixels.
- A value of 0 (the default) centers the filter over the pixel, with
- positive values shifting the filter to the left, and negative ones
- to the right. By passing a sequence of origins with length equal to
- the number of dimensions of the input array, different shifts can
- be specified along each axis.""")
- _extra_arguments_doc = (
- """extra_arguments : sequence, optional
- Sequence of extra positional arguments to pass to passed function.""")
- _extra_keywords_doc = (
- """extra_keywords : dict, optional
- dict of extra keyword arguments to pass to passed function.""")
- _prefilter_doc = (
- """prefilter : bool, optional
- Determines if the input array is prefiltered with `spline_filter`
- before interpolation. The default is True, which will create a
- temporary `float64` array of filtered values if `order > 1`. If
- setting this to False, the output will be slightly blurred if
- `order > 1`, unless the input is prefiltered, i.e. it is the result
- of calling `spline_filter` on the original input.""")
- docdict = {
- 'input': _input_doc,
- 'axis': _axis_doc,
- 'output': _output_doc,
- 'size_foot': _size_foot_doc,
- 'mode': _mode_doc,
- 'mode_multiple': _mode_multiple_doc,
- 'cval': _cval_doc,
- 'origin': _origin_doc,
- 'origin_multiple': _origin_multiple_doc,
- 'extra_arguments': _extra_arguments_doc,
- 'extra_keywords': _extra_keywords_doc,
- 'prefilter': _prefilter_doc
- }
- docfiller = doccer.filldoc(docdict)
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