| """ |
| PythonMPQ: Rational number type based on Python integers. |
| |
| This class is intended as a pure Python fallback for when gmpy2 is not |
| installed. If gmpy2 is installed then its mpq type will be used instead. The |
| mpq type is around 20x faster. We could just use the stdlib Fraction class |
| here but that is slower: |
| |
| from fractions import Fraction |
| from sympy.external.pythonmpq import PythonMPQ |
| nums = range(1000) |
| dens = range(5, 1005) |
| rats = [Fraction(n, d) for n, d in zip(nums, dens)] |
| sum(rats) # <--- 24 milliseconds |
| rats = [PythonMPQ(n, d) for n, d in zip(nums, dens)] |
| sum(rats) # <--- 7 milliseconds |
| |
| Both mpq and Fraction have some awkward features like the behaviour of |
| division with // and %: |
| |
| >>> from fractions import Fraction |
| >>> Fraction(2, 3) % Fraction(1, 4) |
| 1/6 |
| |
| For the QQ domain we do not want this behaviour because there should be no |
| remainder when dividing rational numbers. SymPy does not make use of this |
| aspect of mpq when gmpy2 is installed. Since this class is a fallback for that |
| case we do not bother implementing e.g. __mod__ so that we can be sure we |
| are not using it when gmpy2 is installed either. |
| """ |
|
|
|
|
| import operator |
| from math import gcd |
| from decimal import Decimal |
| from fractions import Fraction |
| import sys |
| from typing import Tuple as tTuple, Type |
|
|
|
|
| |
| _PyHASH_MODULUS = sys.hash_info.modulus |
| _PyHASH_INF = sys.hash_info.inf |
|
|
|
|
| class PythonMPQ: |
| """Rational number implementation that is intended to be compatible with |
| gmpy2's mpq. |
| |
| Also slightly faster than fractions.Fraction. |
| |
| PythonMPQ should be treated as immutable although no effort is made to |
| prevent mutation (since that might slow down calculations). |
| """ |
| __slots__ = ('numerator', 'denominator') |
|
|
| def __new__(cls, numerator, denominator=None): |
| """Construct PythonMPQ with gcd computation and checks""" |
| if denominator is not None: |
| |
| |
| |
| if isinstance(numerator, int) and isinstance(denominator, int): |
| |
| divisor = gcd(numerator, denominator) |
| numerator //= divisor |
| denominator //= divisor |
| return cls._new_check(numerator, denominator) |
| else: |
| |
| |
| |
| |
| |
| if isinstance(numerator, int): |
| return cls._new(numerator, 1) |
| elif isinstance(numerator, PythonMPQ): |
| return cls._new(numerator.numerator, numerator.denominator) |
|
|
| |
| if isinstance(numerator, (Decimal, float, str)): |
| numerator = Fraction(numerator) |
| if isinstance(numerator, Fraction): |
| return cls._new(numerator.numerator, numerator.denominator) |
| |
| |
| |
| |
| |
| |
| raise TypeError("PythonMPQ() requires numeric or string argument") |
|
|
| @classmethod |
| def _new_check(cls, numerator, denominator): |
| """Construct PythonMPQ, check divide by zero and canonicalize signs""" |
| if not denominator: |
| raise ZeroDivisionError(f'Zero divisor {numerator}/{denominator}') |
| elif denominator < 0: |
| numerator = -numerator |
| denominator = -denominator |
| return cls._new(numerator, denominator) |
|
|
| @classmethod |
| def _new(cls, numerator, denominator): |
| """Construct PythonMPQ efficiently (no checks)""" |
| obj = super().__new__(cls) |
| obj.numerator = numerator |
| obj.denominator = denominator |
| return obj |
|
|
| def __int__(self): |
| """Convert to int (truncates towards zero)""" |
| p, q = self.numerator, self.denominator |
| if p < 0: |
| return -(-p//q) |
| return p//q |
|
|
| def __float__(self): |
| """Convert to float (approximately)""" |
| return self.numerator / self.denominator |
|
|
| def __bool__(self): |
| """True/False if nonzero/zero""" |
| return bool(self.numerator) |
|
|
| def __eq__(self, other): |
| """Compare equal with PythonMPQ, int, float, Decimal or Fraction""" |
| if isinstance(other, PythonMPQ): |
| return (self.numerator == other.numerator |
| and self.denominator == other.denominator) |
| elif isinstance(other, self._compatible_types): |
| return self.__eq__(PythonMPQ(other)) |
| else: |
| return NotImplemented |
|
|
| def __hash__(self): |
| """hash - same as mpq/Fraction""" |
| try: |
| dinv = pow(self.denominator, -1, _PyHASH_MODULUS) |
| except ValueError: |
| hash_ = _PyHASH_INF |
| else: |
| hash_ = hash(hash(abs(self.numerator)) * dinv) |
| result = hash_ if self.numerator >= 0 else -hash_ |
| return -2 if result == -1 else result |
|
|
| def __reduce__(self): |
| """Deconstruct for pickling""" |
| return type(self), (self.numerator, self.denominator) |
|
|
| def __str__(self): |
| """Convert to string""" |
| if self.denominator != 1: |
| return f"{self.numerator}/{self.denominator}" |
| else: |
| return f"{self.numerator}" |
|
|
| def __repr__(self): |
| """Convert to string""" |
| return f"MPQ({self.numerator},{self.denominator})" |
|
|
| def _cmp(self, other, op): |
| """Helper for lt/le/gt/ge""" |
| if not isinstance(other, self._compatible_types): |
| return NotImplemented |
| lhs = self.numerator * other.denominator |
| rhs = other.numerator * self.denominator |
| return op(lhs, rhs) |
|
|
| def __lt__(self, other): |
| """self < other""" |
| return self._cmp(other, operator.lt) |
|
|
| def __le__(self, other): |
| """self <= other""" |
| return self._cmp(other, operator.le) |
|
|
| def __gt__(self, other): |
| """self > other""" |
| return self._cmp(other, operator.gt) |
|
|
| def __ge__(self, other): |
| """self >= other""" |
| return self._cmp(other, operator.ge) |
|
|
| def __abs__(self): |
| """abs(q)""" |
| return self._new(abs(self.numerator), self.denominator) |
|
|
| def __pos__(self): |
| """+q""" |
| return self |
|
|
| def __neg__(self): |
| """-q""" |
| return self._new(-self.numerator, self.denominator) |
|
|
| def __add__(self, other): |
| """q1 + q2""" |
| if isinstance(other, PythonMPQ): |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| ap, aq = self.numerator, self.denominator |
| bp, bq = other.numerator, other.denominator |
| g = gcd(aq, bq) |
| if g == 1: |
| p = ap*bq + aq*bp |
| q = bq*aq |
| else: |
| q1, q2 = aq//g, bq//g |
| p, q = ap*q2 + bp*q1, q1*q2 |
| g2 = gcd(p, g) |
| p, q = (p // g2), q * (g // g2) |
|
|
| elif isinstance(other, int): |
| p = self.numerator + self.denominator * other |
| q = self.denominator |
| else: |
| return NotImplemented |
|
|
| return self._new(p, q) |
|
|
| def __radd__(self, other): |
| """z1 + q2""" |
| if isinstance(other, int): |
| p = self.numerator + self.denominator * other |
| q = self.denominator |
| return self._new(p, q) |
| else: |
| return NotImplemented |
|
|
| def __sub__(self ,other): |
| """q1 - q2""" |
| if isinstance(other, PythonMPQ): |
| ap, aq = self.numerator, self.denominator |
| bp, bq = other.numerator, other.denominator |
| g = gcd(aq, bq) |
| if g == 1: |
| p = ap*bq - aq*bp |
| q = bq*aq |
| else: |
| q1, q2 = aq//g, bq//g |
| p, q = ap*q2 - bp*q1, q1*q2 |
| g2 = gcd(p, g) |
| p, q = (p // g2), q * (g // g2) |
| elif isinstance(other, int): |
| p = self.numerator - self.denominator*other |
| q = self.denominator |
| else: |
| return NotImplemented |
|
|
| return self._new(p, q) |
|
|
| def __rsub__(self, other): |
| """z1 - q2""" |
| if isinstance(other, int): |
| p = self.denominator * other - self.numerator |
| q = self.denominator |
| return self._new(p, q) |
| else: |
| return NotImplemented |
|
|
| def __mul__(self, other): |
| """q1 * q2""" |
| if isinstance(other, PythonMPQ): |
| ap, aq = self.numerator, self.denominator |
| bp, bq = other.numerator, other.denominator |
| x1 = gcd(ap, bq) |
| x2 = gcd(bp, aq) |
| p, q = ((ap//x1)*(bp//x2), (aq//x2)*(bq//x1)) |
| elif isinstance(other, int): |
| x = gcd(other, self.denominator) |
| p = self.numerator*(other//x) |
| q = self.denominator//x |
| else: |
| return NotImplemented |
|
|
| return self._new(p, q) |
|
|
| def __rmul__(self, other): |
| """z1 * q2""" |
| if isinstance(other, int): |
| x = gcd(self.denominator, other) |
| p = self.numerator*(other//x) |
| q = self.denominator//x |
| return self._new(p, q) |
| else: |
| return NotImplemented |
|
|
| def __pow__(self, exp): |
| """q ** z""" |
| p, q = self.numerator, self.denominator |
|
|
| if exp < 0: |
| p, q, exp = q, p, -exp |
|
|
| return self._new_check(p**exp, q**exp) |
|
|
| def __truediv__(self, other): |
| """q1 / q2""" |
| if isinstance(other, PythonMPQ): |
| ap, aq = self.numerator, self.denominator |
| bp, bq = other.numerator, other.denominator |
| x1 = gcd(ap, bp) |
| x2 = gcd(bq, aq) |
| p, q = ((ap//x1)*(bq//x2), (aq//x2)*(bp//x1)) |
| elif isinstance(other, int): |
| x = gcd(other, self.numerator) |
| p = self.numerator//x |
| q = self.denominator*(other//x) |
| else: |
| return NotImplemented |
|
|
| return self._new_check(p, q) |
|
|
| def __rtruediv__(self, other): |
| """z / q""" |
| if isinstance(other, int): |
| x = gcd(self.numerator, other) |
| p = self.denominator*(other//x) |
| q = self.numerator//x |
| return self._new_check(p, q) |
| else: |
| return NotImplemented |
|
|
| _compatible_types: tTuple[Type, ...] = () |
|
|
| |
| |
| |
| |
| |
| PythonMPQ._compatible_types = (PythonMPQ, int, Decimal, Fraction) |
|
|