+"""
+ This file is part of Linpy.
+
+ Linpy is free software: you can redistribute it and/or modify
+ it under the terms of the GNU General Public License as published by
+ the Free Software Foundation, either version 3 of the License, or
+ (at your option) any later version.
+
+ Linpy is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ GNU General Public License for more details.
+
+ You should have received a copy of the GNU General Public License
+ along with Linpy. If not, see <http://www.gnu.org/licenses/>.
+"""
+
import ast
import functools
import re
+import math
-from . import islhelper
+from fractions import Fraction
-from .islhelper import mainctx, libisl, isl_set_basic_sets
-from .linexprs import Expression, Symbol
+from . import islhelper
+from .islhelper import mainctx, libisl
+from .linexprs import Expression, Symbol, Rational
+from .geometry import GeometricObject, Point, Vector
__all__ = [
@functools.total_ordering
-class Domain:
+class Domain(GeometricObject):
__slots__ = (
'_polyhedra',
def __new__(cls, *polyhedra):
from .polyhedra import Polyhedron
if len(polyhedra) == 1:
- polyhedron = polyhedra[0]
- if isinstance(polyhedron, str):
- return cls.fromstring(polyhedron)
- elif isinstance(polyhedron, Polyhedron):
- return polyhedron
+ argument = polyhedra[0]
+ if isinstance(argument, str):
+ return cls.fromstring(argument)
+ elif isinstance(argument, GeometricObject):
+ return argument.aspolyhedron()
else:
raise TypeError('argument must be a string '
- 'or a Polyhedron instance')
+ 'or a GeometricObject instance')
else:
for polyhedron in polyhedra:
if not isinstance(polyhedron, Polyhedron):
return self._dimension
def disjoint(self):
+ """
+ Returns this set as disjoint.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
islset = libisl.isl_set_make_disjoint(mainctx, islset)
return self._fromislset(islset, self.symbols)
def isempty(self):
+ """
+ Returns true if this set is an Empty set.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
empty = bool(libisl.isl_set_is_empty(islset))
libisl.isl_set_free(islset)
return not self.isempty()
def isuniverse(self):
+ """
+ Returns true if this set is the Universe set.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
universe = bool(libisl.isl_set_plain_is_universe(islset))
libisl.isl_set_free(islset)
return universe
def isbounded(self):
+ """
+ Returns true if this set is bounded.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
bounded = bool(libisl.isl_set_is_bounded(islset))
libisl.isl_set_free(islset)
return bounded
def __eq__(self, other):
+ """
+ Returns true if two sets are equal.
+ """
symbols = self._xsymbols([self, other])
islset1 = self._toislset(self.polyhedra, symbols)
islset2 = other._toislset(other.polyhedra, symbols)
return equal
def isdisjoint(self, other):
+ """
+ Return True if two sets have a null intersection.
+ """
symbols = self._xsymbols([self, other])
islset1 = self._toislset(self.polyhedra, symbols)
islset2 = self._toislset(other.polyhedra, symbols)
return equal
def issubset(self, other):
+ """
+ Report whether another set contains this set.
+ """
symbols = self._xsymbols([self, other])
islset1 = self._toislset(self.polyhedra, symbols)
islset2 = self._toislset(other.polyhedra, symbols)
return equal
def __le__(self, other):
+ """
+ Returns true if this set is less than or equal to another set.
+ """
return self.issubset(other)
def __lt__(self, other):
+ """
+ Returns true if this set is less than another set.
+ """
symbols = self._xsymbols([self, other])
islset1 = self._toislset(self.polyhedra, symbols)
islset2 = self._toislset(other.polyhedra, symbols)
return equal
def complement(self):
+ """
+ Returns the complement of this set.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
islset = libisl.isl_set_complement(islset)
return self._fromislset(islset, self.symbols)
def __invert__(self):
+ """
+ Returns the complement of this set.
+ """
return self.complement()
def simplify(self):
- #does not change anything in any of the examples
- #isl seems to do this naturally
+ """
+ Returns a set without redundant constraints.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
islset = libisl.isl_set_remove_redundancies(islset)
return self._fromislset(islset, self.symbols)
- def polyhedral_hull(self):
- # several types of hull are available
- # polyhedral seems to be the more appropriate, to be checked
+ def aspolyhedron(self):
+ """
+ Returns polyhedral hull of set.
+ """
from .polyhedra import Polyhedron
islset = self._toislset(self.polyhedra, self.symbols)
islbset = libisl.isl_set_polyhedral_hull(islset)
return Polyhedron._fromislbasicset(islbset, self.symbols)
- def project_out(self, dims):
- # use to remove certain variables
+ def asdomain(self):
+ return self
+
+ def project(self, dims):
+ """
+ Return new set with given dimensions removed.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
n = 0
for index, symbol in reversed(list(enumerate(self.symbols))):
return Domain._fromislset(islset, dims)
def sample(self):
- from .polyhedra import Polyhedron
+ """
+ Returns a single subset of the input.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
- islbset = libisl.isl_set_sample(islset)
- # next instruction should NOT be required
- islbset = libisl.isl_basic_set_finalize(islbset)
- return Polyhedron._fromislbasicset(islbset, self.symbols)
+ islpoint = libisl.isl_set_sample_point(islset)
+ if bool(libisl.isl_point_is_void(islpoint)):
+ libisl.isl_point_free(islpoint)
+ raise ValueError('domain must be non-empty')
+ point = {}
+ for index, symbol in enumerate(self.symbols):
+ coordinate = libisl.isl_point_get_coordinate_val(islpoint,
+ libisl.isl_dim_set, index)
+ coordinate = islhelper.isl_val_to_int(coordinate)
+ point[symbol] = coordinate
+ libisl.isl_point_free(islpoint)
+ return point
def intersection(self, *others):
+ """
+ Return the intersection of two sets as a new set.
+ """
if len(others) == 0:
return self
symbols = self._xsymbols((self,) + others)
return self._fromislset(islset1, symbols)
def __and__(self, other):
+ """
+ Return the intersection of two sets as a new set.
+ """
return self.intersection(other)
def union(self, *others):
+ """
+ Return the union of sets as a new set.
+ """
if len(others) == 0:
return self
symbols = self._xsymbols((self,) + others)
return self._fromislset(islset1, symbols)
def __or__(self, other):
+ """
+ Return a new set with elements from both sets.
+ """
return self.union(other)
def __add__(self, other):
+ """
+ Return new set containing all elements in both sets.
+ """
return self.union(other)
def difference(self, other):
+ """
+ Return the difference of two sets as a new set.
+ """
symbols = self._xsymbols([self, other])
islset1 = self._toislset(self.polyhedra, symbols)
islset2 = other._toislset(other.polyhedra, symbols)
return self._fromislset(islset, symbols)
def __sub__(self, other):
+ """
+ Return the difference of two sets as a new set.
+ """
return self.difference(other)
def lexmin(self):
+ """
+ Return a new set containing the lexicographic minimum of the elements in the set.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
islset = libisl.isl_set_lexmin(islset)
return self._fromislset(islset, self.symbols)
def lexmax(self):
+ """
+ Return a new set containing the lexicographic maximum of the elements in the set.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
islset = libisl.isl_set_lexmax(islset)
return self._fromislset(islset, self.symbols)
- def num_parameters(self):
- #could be useful with large, complicated polyhedrons
- islbset = self._toislbasicset(self.equalities, self.inequalities, self.symbols)
- num = libisl.isl_basic_set_dim(islbset, libisl.isl_dim_set)
- return num
- def involves_dims(self, dims):
- #could be useful with large, complicated polyhedrons
+ def involves_vars(self, vars):
+ """
+ Returns true if a set depends on given dimensions.
+ """
islset = self._toislset(self.polyhedra, self.symbols)
- dims = sorted(dims)
+ dims = sorted(vars)
symbols = sorted(list(self.symbols))
n = 0
if len(dims)>0:
libisl.isl_set_free(islset)
return value
+ _RE_COORDINATE = re.compile(r'\((?P<num>\-?\d+)\)(/(?P<den>\d+))?')
+
def vertices(self):
+ """
+ Return a list of vertices for this Polygon.
+ """
+ from .polyhedra import Polyhedron
+ if not self.isbounded():
+ raise ValueError('domain must be bounded')
islbset = self._toislbasicset(self.equalities, self.inequalities, self.symbols)
vertices = libisl.isl_basic_set_compute_vertices(islbset);
vertices = islhelper.isl_vertices_vertices(vertices)
+ points = []
for vertex in vertices:
- expr = libisl.isl_vertex_get_expr(vertex);
+ expr = libisl.isl_vertex_get_expr(vertex)
+ coordinates = []
if islhelper.isl_version < '0.13':
- string = islhelper.isl_set_to_str(expr)
+ constraints = islhelper.isl_basic_set_constraints(expr)
+ for constraint in constraints:
+ constant = libisl.isl_constraint_get_constant_val(constraint)
+ constant = islhelper.isl_val_to_int(constant)
+ for index, symbol in enumerate(self.symbols):
+ coefficient = libisl.isl_constraint_get_coefficient_val(constraint,
+ libisl.isl_dim_set, index)
+ coefficient = islhelper.isl_val_to_int(coefficient)
+ if coefficient != 0:
+ coordinate = -Fraction(constant, coefficient)
+ coordinates.append((symbol, coordinate))
else:
string = islhelper.isl_multi_aff_to_str(expr)
- print(string)
+ matches = self._RE_COORDINATE.finditer(string)
+ for symbol, match in zip(self.symbols, matches):
+ numerator = int(match.group('num'))
+ denominator = match.group('den')
+ denominator = 1 if denominator is None else int(denominator)
+ coordinate = Fraction(numerator, denominator)
+ coordinates.append((symbol, coordinate))
+ points.append(Point(coordinates))
+ return points
def points(self):
+ """
+ Returns the points contained in the set.
+ """
if not self.isbounded():
- raise ValueError('domain must be unbounded')
+ raise ValueError('domain must be bounded')
from .polyhedra import Universe, Eq
islset = self._toislset(self.polyhedra, self.symbols)
islpoints = islhelper.isl_set_points(islset)
points = []
for islpoint in islpoints:
- point = {}
+ coordinates = {}
for index, symbol in enumerate(self.symbols):
coordinate = libisl.isl_point_get_coordinate_val(islpoint,
libisl.isl_dim_set, index)
coordinate = islhelper.isl_val_to_int(coordinate)
- point[symbol] = coordinate
- points.append(point)
+ coordinates[symbol] = coordinate
+ points.append(Point(coordinates))
return points
+ @classmethod
+ def _polygon_inner_point(cls, points):
+ symbols = points[0].symbols
+ coordinates = {symbol: 0 for symbol in symbols}
+ for point in points:
+ for symbol, coordinate in point.coordinates():
+ coordinates[symbol] += coordinate
+ for symbol in symbols:
+ coordinates[symbol] /= len(points)
+ return Point(coordinates)
+
+ @classmethod
+ def _sort_polygon_2d(cls, points):
+ if len(points) <= 3:
+ return points
+ o = cls._polygon_inner_point(points)
+ angles = {}
+ for m in points:
+ om = Vector(o, m)
+ dx, dy = (coordinate for symbol, coordinate in om.coordinates())
+ angle = math.atan2(dy, dx)
+ angles[m] = angle
+ return sorted(points, key=angles.get)
+
+ @classmethod
+ def _sort_polygon_3d(cls, points):
+ if len(points) <= 3:
+ return points
+ o = cls._polygon_inner_point(points)
+ a = points[0]
+ oa = Vector(o, a)
+ norm_oa = oa.norm()
+ for b in points[1:]:
+ ob = Vector(o, b)
+ u = oa.cross(ob)
+ if not u.isnull():
+ u = u.asunit()
+ break
+ else:
+ raise ValueError('degenerate polygon')
+ angles = {a: 0.}
+ for m in points[1:]:
+ om = Vector(o, m)
+ normprod = norm_oa * om.norm()
+ cosinus = max(oa.dot(om) / normprod, -1.)
+ sinus = u.dot(oa.cross(om)) / normprod
+ angle = math.acos(cosinus)
+ angle = math.copysign(angle, sinus)
+ angles[m] = angle
+ return sorted(points, key=angles.get)
+
+ def faces(self):
+ """
+ Returns the vertices of the faces of a polyhedra.
+ """
+ faces = []
+ for polyhedron in self.polyhedra:
+ vertices = polyhedron.vertices()
+ for constraint in polyhedron.constraints:
+ face = []
+ for vertex in vertices:
+ if constraint.subs(vertex.coordinates()) == 0:
+ face.append(vertex)
+ if len(face) >= 3:
+ faces.append(face)
+ return faces
+
+ def _plot_2d(self, plot=None, **kwargs):
+ import matplotlib.pyplot as plt
+ from matplotlib.patches import Polygon
+ if plot is None:
+ fig = plt.figure()
+ plot = fig.add_subplot(1, 1, 1)
+ xmin, xmax = plot.get_xlim()
+ ymin, ymax = plot.get_ylim()
+ for polyhedron in self.polyhedra:
+ vertices = polyhedron._sort_polygon_2d(polyhedron.vertices())
+ xys = [tuple(vertex.values()) for vertex in vertices]
+ xs, ys = zip(*xys)
+ xmin, xmax = min(xmin, float(min(xs))), max(xmax, float(max(xs)))
+ ymin, ymax = min(ymin, float(min(ys))), max(ymax, float(max(ys)))
+ plot.add_patch(Polygon(xys, closed=True, **kwargs))
+ plot.set_xlim(xmin, xmax)
+ plot.set_ylim(ymin, ymax)
+ return plot
+
+ def _plot_3d(self, plot=None, **kwargs):
+ import matplotlib.pyplot as plt
+ from mpl_toolkits.mplot3d import Axes3D
+ from mpl_toolkits.mplot3d.art3d import Poly3DCollection
+ if plot is None:
+ fig = plt.figure()
+ axes = Axes3D(fig)
+ else:
+ axes = plot
+ xmin, xmax = axes.get_xlim()
+ ymin, ymax = axes.get_ylim()
+ zmin, zmax = axes.get_zlim()
+ poly_xyzs = []
+ for vertices in self.faces():
+ vertices = self._sort_polygon_3d(vertices)
+ vertices.append(vertices[0])
+ face_xyzs = [tuple(vertex.values()) for vertex in vertices]
+ xs, ys, zs = zip(*face_xyzs)
+ xmin, xmax = min(xmin, float(min(xs))), max(xmax, float(max(xs)))
+ ymin, ymax = min(ymin, float(min(ys))), max(ymax, float(max(ys)))
+ zmin, zmax = min(zmin, float(min(zs))), max(zmax, float(max(zs)))
+ poly_xyzs.append(face_xyzs)
+ collection = Poly3DCollection(poly_xyzs, **kwargs)
+ axes.add_collection3d(collection)
+ axes.set_xlim(xmin, xmax)
+ axes.set_ylim(ymin, ymax)
+ axes.set_zlim(zmin, zmax)
+ return axes
+
+
+ def plot(self, plot=None, **kwargs):
+ """
+ Display plot of this set.
+ """
+ if not self.isbounded():
+ raise ValueError('domain must be bounded')
+ elif self.dimension == 2:
+ return self._plot_2d(plot=plot, **kwargs)
+ elif self.dimension == 3:
+ return self._plot_3d(plot=plot, **kwargs)
+ else:
+ raise ValueError('polyhedron must be 2 or 3-dimensional')
+
+ def __contains__(self, point):
+ for polyhedron in self.polyhedra:
+ if point in polyhedron:
+ return True
+ return False
+
+ def subs(self, symbol, expression=None):
+ """
+ Subsitute the given value into an expression and return the resulting
+ expression.
+ """
+ polyhedra = [polyhedron.subs(symbol, expression)
+ for polyhedron in self.polyhedra]
+ return Domain(*polyhedra)
+
@classmethod
def _fromislset(cls, islset, symbols):
from .polyhedra import Polyhedron
islset = libisl.isl_set_remove_divs(islset)
- islbsets = isl_set_basic_sets(islset)
+ islbsets = islhelper.isl_set_basic_sets(islset)
libisl.isl_set_free(islset)
polyhedra = []
for islbset in islbsets:
self._dimension = len(self._symbols)
return self
+ @classmethod
def _toislset(cls, polyhedra, symbols):
polyhedron = polyhedra[0]
islbset = polyhedron._toislbasicset(polyhedron.equalities,
strings = [repr(polyhedron) for polyhedron in self.polyhedra]
return 'Or({})'.format(', '.join(strings))
+ def _repr_latex_(self):
+ strings = []
+ for polyhedron in self.polyhedra:
+ strings.append('({})'.format(polyhedron._repr_latex_().strip('$')))
+ return '${}$'.format(' \\vee '.join(strings))
+
@classmethod
def fromsympy(cls, expr):
import sympy
def And(*domains):
+ """
+ Return the intersection of two sets as a new set.
+ """
if len(domains) == 0:
from .polyhedra import Universe
return Universe
return domains[0].intersection(*domains[1:])
def Or(*domains):
+ """
+ Return the union of sets as a new set.
+ """
if len(domains) == 0:
from .polyhedra import Empty
return Empty
return domains[0].union(*domains[1:])
def Not(domain):
+ """
+ Returns the complement of this set.
+ """
return ~domain
+
+# Copyright 2014 MINES ParisTech
projects / linpy.git / blobdiff