X-Git-Url: https://scm.cri.mines-paristech.fr/git/linpy.git/blobdiff_plain/c774b95a5e3c664d7adaeac83aace2b045d38a9f..e2266a6ca10276d2af3065f9e140d994459b92f3:/pypol/domains.py diff --git a/pypol/domains.py b/pypol/domains.py index 4a1f9aa..28ce533 100644 --- a/pypol/domains.py +++ b/pypol/domains.py @@ -2,10 +2,12 @@ import ast import functools import re -from . import islhelper +from fractions import Fraction -from .islhelper import mainctx, libisl, isl_set_basic_sets -from .linexprs import Expression +from . import islhelper +from .islhelper import mainctx, libisl +from .geometry import GeometricObject, Point +from .linexprs import Expression, Symbol __all__ = [ @@ -15,7 +17,7 @@ __all__ = [ @functools.total_ordering -class Domain: +class Domain(GeometricObject): __slots__ = ( '_polyhedra', @@ -26,14 +28,14 @@ class Domain: 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): @@ -50,7 +52,7 @@ class Domain: symbols = set() for item in iterator: symbols.update(item.symbols) - return tuple(sorted(symbols)) + return tuple(sorted(symbols, key=Symbol.sortkey)) @property def polyhedra(self): @@ -65,11 +67,17 @@ class Domain: 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) @@ -79,18 +87,27 @@ class Domain: 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) @@ -100,6 +117,9 @@ class Domain: 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) @@ -109,6 +129,9 @@ class Domain: 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) @@ -118,9 +141,15 @@ class Domain: 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) @@ -130,47 +159,78 @@ class Domain: 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 drop_dims(self, dims): - # use to remove certain variables use isl_set_drop_constraints_involving_dims instead? - from .polyhedra import Polyhedron - dims = list(dims) - symbols = list(self.symbols) + def asdomain(self): + return self + + def project(self, dims): + """ + Return new set with given dimensions removed. + """ islset = self._toislset(self.polyhedra, self.symbols) - for dim in dims: - if dim in symbols: - num = symbols.index(dim) - islbset = libisl.isl_set_drop_constraints_involving_dims(islset, libisl.isl_dim_set, num, 1) - return Polyhedron._fromislset(islbset, self.symbols) - + n = 0 + for index, symbol in reversed(list(enumerate(self.symbols))): + if symbol in dims: + n += 1 + elif n > 0: + islset = libisl.isl_set_project_out(islset, libisl.isl_dim_set, index + 1, n) + n = 0 + if n > 0: + islset = libisl.isl_set_project_out(islset, libisl.isl_dim_set, 0, n) + dims = [symbol for symbol in self.symbols if symbol not in dims] + 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) - 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) @@ -181,9 +241,15 @@ class Domain: 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) @@ -194,12 +260,21 @@ class Domain: 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) @@ -207,23 +282,134 @@ class Domain: 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): + """ + Return the total number of parameters, input, output or set dimensions. + """ + 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): + """ + Returns true if set depends on given dimensions. + """ + islset = self._toislset(self.polyhedra, self.symbols) + dims = sorted(dims) + symbols = sorted(list(self.symbols)) + n = 0 + if len(dims)>0: + for dim in dims: + if dim in symbols: + first = symbols.index(dims[0]) + n +=1 + else: + first = 0 + else: + return False + value = bool(libisl.isl_set_involves_dims(islset, libisl.isl_dim_set, first, n)) + libisl.isl_set_free(islset) + return value + + _RE_COORDINATE = re.compile(r'\((?P\-?\d+)\)(/(?P\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) + coordinates = [] + if islhelper.isl_version < '0.13': + 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: + + # horrible hack, find a cleaner solution + string = islhelper.isl_multi_aff_to_str(expr) + 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 bounded') + from .polyhedra import Universe, Eq + islset = self._toislset(self.polyhedra, self.symbols) + islpoints = islhelper.isl_set_points(islset) + points = [] + for islpoint in islpoints: + 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) + coordinates[symbol] = coordinate + points.append(Point(coordinates)) + return points + + def __contains__(self, point): + for polyhedron in self.polyhedra: + if point in polyhedron: + return True + return False + + def subs(self, symbol, expression=None): + 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: @@ -241,6 +427,7 @@ class Domain: self._dimension = len(self._symbols) return self + @classmethod def _toislset(cls, polyhedra, symbols): polyhedron = polyhedra[0] islbset = polyhedron._toislbasicset(polyhedron.equalities, @@ -330,14 +517,39 @@ class Domain: 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): - raise NotImplementedError + import sympy + from .polyhedra import Lt, Le, Eq, Ne, Ge, Gt + funcmap = { + sympy.And: And, sympy.Or: Or, sympy.Not: Not, + sympy.Lt: Lt, sympy.Le: Le, + sympy.Eq: Eq, sympy.Ne: Ne, + sympy.Ge: Ge, sympy.Gt: Gt, + } + if expr.func in funcmap: + args = [Domain.fromsympy(arg) for arg in expr.args] + return funcmap[expr.func](*args) + elif isinstance(expr, sympy.Expr): + return Expression.fromsympy(expr) + raise ValueError('non-domain expression: {!r}'.format(expr)) def tosympy(self): - raise NotImplementedError + import sympy + polyhedra = [polyhedron.tosympy() for polyhedron in polyhedra] + return sympy.Or(*polyhedra) + def And(*domains): + """ + Return the intersection of two sets as a new set. + """ if len(domains) == 0: from .polyhedra import Universe return Universe @@ -345,6 +557,9 @@ def And(*domains): 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 @@ -352,4 +567,7 @@ def Or(*domains): return domains[0].union(*domains[1:]) def Not(domain): + """ + Returns the complement of this set. + """ return ~domain