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The affine module is derived from Casey Duncan's Planar package.
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Sean Gillies
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May 23, 2014
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Copyright (c) 2014, Sean C. Gillies | ||
All rights reserved. | ||
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Redistribution and use in source and binary forms, with or without | ||
modification, are permitted provided that the following conditions are met: | ||
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* Redistributions of source code must retain the above copyright | ||
notice, this list of conditions and the following disclaimer. | ||
* Redistributions in binary form must reproduce the above copyright | ||
notice, this list of conditions and the following disclaimer in the | ||
documentation and/or other materials provided with the distribution. | ||
* Neither the name of Sean C. Gillies nor the names of | ||
its contributors may be used to endorse or promote products derived from | ||
this software without specific prior written permission. | ||
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" | ||
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | ||
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE | ||
ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE | ||
LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR | ||
CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF | ||
SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS | ||
INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN | ||
CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) | ||
ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE | ||
POSSIBILITY OF SUCH DAMAGE. |
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############################################################################# | ||
# Copyright (c) 2010 by Casey Duncan | ||
# All rights reserved. | ||
# | ||
# Redistribution and use in source and binary forms, with or without | ||
# modification, are permitted provided that the following conditions are met: | ||
# | ||
# * Redistributions of source code must retain the above copyright notice, | ||
# this list of conditions and the following disclaimer. | ||
# * Redistributions in binary form must reproduce the above copyright notice, | ||
# this list of conditions and the following disclaimer in the documentation | ||
# and/or other materials provided with the distribution. | ||
# * Neither the name(s) of the copyright holders nor the names of its | ||
# contributors may be used to endorse or promote products derived from this | ||
# software without specific prior written permission. | ||
# | ||
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AS IS AND ANY EXPRESS OR | ||
# IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF | ||
# MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO | ||
# EVENT SHALL THE COPYRIGHT HOLDERS BE LIABLE FOR ANY DIRECT, INDIRECT, | ||
# INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT | ||
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, | ||
# OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF | ||
# LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING | ||
# NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, | ||
# EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. | ||
############################################################################# | ||
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from __future__ import division | ||
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import math | ||
import planar | ||
from planar.util import cached_property, assert_unorderable, cos_sin_deg | ||
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class Affine(tuple): | ||
"""Two dimensional affine transform for linear mapping from 2D coordinates | ||
to other 2D coordinates. Parallel lines are preserved by these | ||
transforms. Affine transforms can perform any combination of translations, | ||
scales/flips, shears, and rotations. Class methods are provided to | ||
conveniently compose transforms from these operations. | ||
Internally the transform is stored as a 3x3 transformation matrix. The | ||
transform may be constructed directly by specifying the first two rows of | ||
matrix values as 6 floats. Since the matrix is an affine transform, the | ||
last row is always ``(0, 0, 1)``. | ||
:param members: 6 floats for the first two matrix rows. | ||
:type members: float | ||
""" | ||
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def __new__(self, *members): | ||
if len(members) == 6: | ||
mat3x3 = [x * 1.0 for x in members] + [0.0, 0.0, 1.0] | ||
return tuple.__new__(Affine, mat3x3) | ||
else: | ||
raise TypeError( | ||
"Expected 6 number args, got %s" % len(members)) | ||
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@classmethod | ||
def identity(cls): | ||
"""Return the identity transform. | ||
:rtype: Affine | ||
""" | ||
return identity | ||
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@classmethod | ||
def translation(cls, offset): | ||
"""Create a translation transform from an offset vector. | ||
:param offset: Translation offset. | ||
:type offset: :class:`~planar.Vec2` | ||
:rtype: Affine | ||
""" | ||
ox, oy = offset | ||
return tuple.__new__(cls, | ||
(1.0, 0.0, ox, | ||
0.0, 1.0, oy, | ||
0.0, 0.0, 1.0)) | ||
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@classmethod | ||
def scale(cls, scaling): | ||
"""Create a scaling transform from a scalar or vector. | ||
:param scaling: The scaling factor. A scalar value will | ||
scale in both dimensions equally. A vector scaling | ||
value scales the dimensions independently. | ||
:type scaling: float or :class:`~planar.Vec2` | ||
:rtype: Affine | ||
""" | ||
try: | ||
sx = sy = float(scaling) | ||
except TypeError: | ||
sx, sy = scaling | ||
return tuple.__new__(cls, | ||
(sx, 0.0, 0.0, | ||
0.0, sy, 0.0, | ||
0.0, 0.0, 1.0)) | ||
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@classmethod | ||
def shear(cls, x_angle=0, y_angle=0): | ||
"""Create a shear transform along one or both axes. | ||
:param x_angle: Angle in degrees to shear along the x-axis. | ||
:type x_angle: float | ||
:param y_angle: Angle in degrees to shear along the y-axis. | ||
:type y_angle: float | ||
:rtype: Affine | ||
""" | ||
sx = math.tan(math.radians(x_angle)) | ||
sy = math.tan(math.radians(y_angle)) | ||
return tuple.__new__(cls, | ||
(1.0, sy, 0.0, | ||
sx, 1.0, 0.0, | ||
0.0, 0.0, 1.0)) | ||
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@classmethod | ||
def rotation(cls, angle, pivot=None): | ||
"""Create a rotation transform at the specified angle, | ||
optionally about the specified pivot point. | ||
:param angle: Rotation angle in degrees | ||
:type angle: float | ||
:param pivot: Point to rotate about, if omitted the | ||
rotation is about the origin. | ||
:type pivot: :class:`~planar.Vec2` | ||
:rtype: Affine | ||
""" | ||
ca, sa = cos_sin_deg(angle) | ||
if pivot is None: | ||
return tuple.__new__(cls, | ||
(ca, sa, 0.0, | ||
-sa, ca, 0.0, | ||
0.0, 0.0, 1.0)) | ||
else: | ||
px, py = pivot | ||
return tuple.__new__(cls, | ||
(ca, sa, px - px*ca + py*sa, | ||
-sa, ca, py - px*sa - py*ca, | ||
0.0, 0.0, 1.0)) | ||
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def __str__(self): | ||
"""Concise string representation.""" | ||
return ("|% .2f,% .2f,% .2f|\n" | ||
"|% .2f,% .2f,% .2f|\n" | ||
"|% .2f,% .2f,% .2f|") % self | ||
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def __repr__(self): | ||
"""Precise string representation.""" | ||
return ("Affine(%r, %r, %r,\n" | ||
" %r, %r, %r)") % self[:6] | ||
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@cached_property | ||
def determinant(self): | ||
"""The determinant of the transform matrix. This value | ||
is equal to the area scaling factor when the transform | ||
is applied to a shape. | ||
""" | ||
a, b, c, d, e, f, g, h, i = self | ||
return a*e - b*d | ||
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@cached_property | ||
def is_identity(self): | ||
"""True if this transform equals the identity matrix, | ||
within rounding limits. | ||
""" | ||
return self is identity or self.almost_equals(identity) | ||
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@cached_property | ||
def is_rectilinear(self): | ||
"""True if the transform is rectilinear, i.e., whether a shape would | ||
remain axis-aligned, within rounding limits, after applying the | ||
transform. | ||
""" | ||
a, b, c, d, e, f, g, h, i = self | ||
return ((abs(a) < planar.EPSILON and abs(e) < planar.EPSILON) | ||
or (abs(d) < planar.EPSILON and abs(b) < planar.EPSILON)) | ||
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@cached_property | ||
def is_conformal(self): | ||
"""True if the transform is conformal, i.e., if angles between points | ||
are preserved after applying the transform, within rounding limits. | ||
This implies that the transform has no effective shear. | ||
""" | ||
a, b, c, d, e, f, g, h, i = self | ||
return abs(a*b + d*e) < planar.EPSILON | ||
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@cached_property | ||
def is_orthonormal(self): | ||
"""True if the transform is orthonormal, which means that the | ||
transform represents a rigid motion, which has no effective scaling or | ||
shear. Mathematically, this means that the axis vectors of the | ||
transform matrix are perpendicular and unit-length. Applying an | ||
orthonormal transform to a shape always results in a congruent shape. | ||
""" | ||
a, b, c, d, e, f, g, h, i = self | ||
return (self.is_conformal | ||
and abs(1.0 - (a*a + d*d)) < planar.EPSILON | ||
and abs(1.0 - (b*b + e*e)) < planar.EPSILON) | ||
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@cached_property | ||
def is_degenerate(self): | ||
"""True if this transform is degenerate, which means that it will | ||
collapse a shape to an effective area of zero. Degenerate transforms | ||
cannot be inverted. | ||
""" | ||
return abs(self.determinant) < planar.EPSILON | ||
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@property | ||
def column_vectors(self): | ||
"""The values of the transform as three 2D column vectors""" | ||
a, b, c, d, e, f, _, _, _ = self | ||
return planar.Vec2(a, d), planar.Vec2(b, e), planar.Vec2(c, f) | ||
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def almost_equals(self, other): | ||
"""Compare transforms for approximate equality. | ||
:param other: Transform being compared. | ||
:type other: Affine | ||
:return: True if absolute difference between each element | ||
of each respective tranform matrix < ``EPSILON``. | ||
""" | ||
for i in (0, 1, 2, 3, 4, 5): | ||
if abs(self[i] - other[i]) >= planar.EPSILON: | ||
return False | ||
return True | ||
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def __gt__(self, other): | ||
return assert_unorderable(self, other) | ||
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__ge__ = __lt__ = __le__ = __gt__ | ||
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# Override from base class. We do not support entrywise | ||
# addition, subtraction or scalar multiplication because | ||
# the result is not an affine transform | ||
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def __add__(self, other): | ||
raise TypeError("Operation not supported") | ||
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__iadd__ = __add__ | ||
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def __mul__(self, other): | ||
"""Apply the transform using matrix multiplication, creating a | ||
resulting object of the same type. A transform may be applied to | ||
another transform, a vector, vector array, or shape. | ||
:param other: The object to transform. | ||
:type other: Affine, :class:`~planar.Vec2`, | ||
:class:`~planar.Vec2Array`, :class:`~planar.Shape` | ||
:rtype: Same as ``other`` | ||
""" | ||
sa, sb, sc, sd, se, sf, _, _, _ = self | ||
if isinstance(other, Affine): | ||
oa, ob, oc, od, oe, of, _, _, _ = other | ||
return tuple.__new__(Affine, | ||
(sa*oa + sb*od, sa*ob + sb*oe, sa*oc + sb*of + sc, | ||
sd*oa + se*od, sd*ob + se*oe, sd*oc + se*of + sf, | ||
0.0, 0.0, 1.0)) | ||
elif hasattr(other, 'from_points'): | ||
# Point/vector array | ||
Point = planar.Point | ||
points = getattr(other, 'points', other) | ||
try: | ||
return other.from_points( | ||
Point(px*sa + py*sd + sc, px*sb + py*se + sf) | ||
for px, py in points) | ||
except TypeError: | ||
return NotImplemented | ||
else: | ||
try: | ||
vx, vy = other | ||
except Exception: | ||
return NotImplemented | ||
return planar.Vec2(vx*sa + vy*sd + sc, vx*sb + vy*se + sf) | ||
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def __rmul__(self, other): | ||
# We should not be called if other is an affine instance | ||
# This is just a guarantee, since we would potentially | ||
# return the wrong answer in that case | ||
assert not isinstance(other, Affine) | ||
return self.__mul__(other) | ||
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def __imul__(self, other): | ||
if isinstance(other, Affine) or isinstance(other, planar.Vec2): | ||
return self.__mul__(other) | ||
else: | ||
return NotImplemented | ||
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def itransform(self, seq): | ||
"""Transform a sequence of points or vectors in place. | ||
:param seq: Mutable sequence of :class:`~planar.Vec2` to be | ||
transformed. | ||
:returns: None, the input sequence is mutated in place. | ||
""" | ||
if self is not identity and self != identity: | ||
sa, sb, sc, sd, se, sf, _, _, _ = self | ||
Vec2 = planar.Vec2 | ||
for i, (x, y) in enumerate(seq): | ||
seq[i] = Vec2(x*sa + y*sd + sc, x*sb + y*se + sf) | ||
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def __invert__(self): | ||
"""Return the inverse transform. | ||
:raises: :except:`TransformNotInvertible` if the transform | ||
is degenerate. | ||
""" | ||
if self.is_degenerate: | ||
raise planar.TransformNotInvertibleError( | ||
"Cannot invert degenerate transform") | ||
idet = 1.0 / self.determinant | ||
sa, sb, sc, sd, se, sf, _, _, _ = self | ||
ra = se * idet | ||
rb = -sb * idet | ||
rd = -sd * idet | ||
re = sa * idet | ||
return tuple.__new__(Affine, | ||
(ra, rb, -sc*ra - sf*rb, | ||
rd, re, -sc*rd - sf*re, | ||
0.0, 0.0, 1.0)) | ||
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__hash__ = tuple.__hash__ # hash is not inherited in Py 3 | ||
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identity = Affine(1, 0, 0, 0, 1, 0) | ||
"""The identity transform""" | ||
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# vim: ai ts=4 sts=4 et sw=4 tw=78 | ||
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