605 lines
22 KiB
Python
605 lines
22 KiB
Python
# Originally contributed by Sjoerd Mullender.
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# Significantly modified by Jeffrey Yasskin <jyasskin at gmail.com>.
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"""Rational, infinite-precision, real numbers."""
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from __future__ import division
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from decimal import Decimal
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import math
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import numbers
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import operator
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import re
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__all__ = ['Fraction', 'gcd']
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Rational = numbers.Rational
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def gcd(a, b):
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"""Calculate the Greatest Common Divisor of a and b.
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Unless b==0, the result will have the same sign as b (so that when
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b is divided by it, the result comes out positive).
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"""
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while b:
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a, b = b, a%b
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return a
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_RATIONAL_FORMAT = re.compile(r"""
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\A\s* # optional whitespace at the start, then
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(?P<sign>[-+]?) # an optional sign, then
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(?=\d|\.\d) # lookahead for digit or .digit
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(?P<num>\d*) # numerator (possibly empty)
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(?: # followed by
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(?:/(?P<denom>\d+))? # an optional denominator
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| # or
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(?:\.(?P<decimal>\d*))? # an optional fractional part
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(?:E(?P<exp>[-+]?\d+))? # and optional exponent
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)
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\s*\Z # and optional whitespace to finish
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""", re.VERBOSE | re.IGNORECASE)
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class Fraction(Rational):
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"""This class implements rational numbers.
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In the two-argument form of the constructor, Fraction(8, 6) will
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produce a rational number equivalent to 4/3. Both arguments must
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be Rational. The numerator defaults to 0 and the denominator
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defaults to 1 so that Fraction(3) == 3 and Fraction() == 0.
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Fractions can also be constructed from:
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- numeric strings similar to those accepted by the
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float constructor (for example, '-2.3' or '1e10')
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- strings of the form '123/456'
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- float and Decimal instances
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- other Rational instances (including integers)
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"""
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__slots__ = ('_numerator', '_denominator')
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# We're immutable, so use __new__ not __init__
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def __new__(cls, numerator=0, denominator=None):
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"""Constructs a Fraction.
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Takes a string like '3/2' or '1.5', another Rational instance, a
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numerator/denominator pair, or a float.
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Examples
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--------
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>>> Fraction(10, -8)
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Fraction(-5, 4)
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>>> Fraction(Fraction(1, 7), 5)
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Fraction(1, 35)
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>>> Fraction(Fraction(1, 7), Fraction(2, 3))
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Fraction(3, 14)
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>>> Fraction('314')
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Fraction(314, 1)
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>>> Fraction('-35/4')
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Fraction(-35, 4)
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>>> Fraction('3.1415') # conversion from numeric string
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Fraction(6283, 2000)
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>>> Fraction('-47e-2') # string may include a decimal exponent
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Fraction(-47, 100)
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>>> Fraction(1.47) # direct construction from float (exact conversion)
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Fraction(6620291452234629, 4503599627370496)
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>>> Fraction(2.25)
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Fraction(9, 4)
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>>> Fraction(Decimal('1.47'))
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Fraction(147, 100)
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"""
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self = super(Fraction, cls).__new__(cls)
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if denominator is None:
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if isinstance(numerator, Rational):
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self._numerator = numerator.numerator
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self._denominator = numerator.denominator
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return self
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elif isinstance(numerator, float):
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# Exact conversion from float
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value = Fraction.from_float(numerator)
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self._numerator = value._numerator
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self._denominator = value._denominator
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return self
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elif isinstance(numerator, Decimal):
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value = Fraction.from_decimal(numerator)
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self._numerator = value._numerator
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self._denominator = value._denominator
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return self
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elif isinstance(numerator, basestring):
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# Handle construction from strings.
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m = _RATIONAL_FORMAT.match(numerator)
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if m is None:
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raise ValueError('Invalid literal for Fraction: %r' %
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numerator)
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numerator = int(m.group('num') or '0')
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denom = m.group('denom')
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if denom:
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denominator = int(denom)
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else:
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denominator = 1
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decimal = m.group('decimal')
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if decimal:
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scale = 10**len(decimal)
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numerator = numerator * scale + int(decimal)
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denominator *= scale
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exp = m.group('exp')
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if exp:
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exp = int(exp)
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if exp >= 0:
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numerator *= 10**exp
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else:
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denominator *= 10**-exp
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if m.group('sign') == '-':
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numerator = -numerator
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else:
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raise TypeError("argument should be a string "
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"or a Rational instance")
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elif (isinstance(numerator, Rational) and
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isinstance(denominator, Rational)):
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numerator, denominator = (
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numerator.numerator * denominator.denominator,
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denominator.numerator * numerator.denominator
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)
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else:
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raise TypeError("both arguments should be "
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"Rational instances")
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if denominator == 0:
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raise ZeroDivisionError('Fraction(%s, 0)' % numerator)
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g = gcd(numerator, denominator)
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self._numerator = numerator // g
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self._denominator = denominator // g
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return self
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@classmethod
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def from_float(cls, f):
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"""Converts a finite float to a rational number, exactly.
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Beware that Fraction.from_float(0.3) != Fraction(3, 10).
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"""
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if isinstance(f, numbers.Integral):
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return cls(f)
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elif not isinstance(f, float):
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raise TypeError("%s.from_float() only takes floats, not %r (%s)" %
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(cls.__name__, f, type(f).__name__))
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if math.isnan(f) or math.isinf(f):
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raise TypeError("Cannot convert %r to %s." % (f, cls.__name__))
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return cls(*f.as_integer_ratio())
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@classmethod
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def from_decimal(cls, dec):
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"""Converts a finite Decimal instance to a rational number, exactly."""
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from decimal import Decimal
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if isinstance(dec, numbers.Integral):
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dec = Decimal(int(dec))
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elif not isinstance(dec, Decimal):
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raise TypeError(
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"%s.from_decimal() only takes Decimals, not %r (%s)" %
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(cls.__name__, dec, type(dec).__name__))
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if not dec.is_finite():
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# Catches infinities and nans.
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raise TypeError("Cannot convert %s to %s." % (dec, cls.__name__))
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sign, digits, exp = dec.as_tuple()
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digits = int(''.join(map(str, digits)))
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if sign:
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digits = -digits
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if exp >= 0:
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return cls(digits * 10 ** exp)
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else:
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return cls(digits, 10 ** -exp)
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def limit_denominator(self, max_denominator=1000000):
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"""Closest Fraction to self with denominator at most max_denominator.
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>>> Fraction('3.141592653589793').limit_denominator(10)
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Fraction(22, 7)
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>>> Fraction('3.141592653589793').limit_denominator(100)
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Fraction(311, 99)
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>>> Fraction(4321, 8765).limit_denominator(10000)
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Fraction(4321, 8765)
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"""
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# Algorithm notes: For any real number x, define a *best upper
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# approximation* to x to be a rational number p/q such that:
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#
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# (1) p/q >= x, and
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# (2) if p/q > r/s >= x then s > q, for any rational r/s.
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#
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# Define *best lower approximation* similarly. Then it can be
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# proved that a rational number is a best upper or lower
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# approximation to x if, and only if, it is a convergent or
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# semiconvergent of the (unique shortest) continued fraction
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# associated to x.
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#
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# To find a best rational approximation with denominator <= M,
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# we find the best upper and lower approximations with
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# denominator <= M and take whichever of these is closer to x.
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# In the event of a tie, the bound with smaller denominator is
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# chosen. If both denominators are equal (which can happen
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# only when max_denominator == 1 and self is midway between
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# two integers) the lower bound---i.e., the floor of self, is
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# taken.
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if max_denominator < 1:
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raise ValueError("max_denominator should be at least 1")
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if self._denominator <= max_denominator:
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return Fraction(self)
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p0, q0, p1, q1 = 0, 1, 1, 0
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n, d = self._numerator, self._denominator
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while True:
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a = n//d
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q2 = q0+a*q1
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if q2 > max_denominator:
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break
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p0, q0, p1, q1 = p1, q1, p0+a*p1, q2
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n, d = d, n-a*d
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k = (max_denominator-q0)//q1
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bound1 = Fraction(p0+k*p1, q0+k*q1)
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bound2 = Fraction(p1, q1)
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if abs(bound2 - self) <= abs(bound1-self):
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return bound2
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else:
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return bound1
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@property
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def numerator(a):
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return a._numerator
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@property
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def denominator(a):
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return a._denominator
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def __repr__(self):
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"""repr(self)"""
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return ('Fraction(%s, %s)' % (self._numerator, self._denominator))
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def __str__(self):
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"""str(self)"""
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if self._denominator == 1:
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return str(self._numerator)
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else:
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return '%s/%s' % (self._numerator, self._denominator)
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def _operator_fallbacks(monomorphic_operator, fallback_operator):
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"""Generates forward and reverse operators given a purely-rational
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operator and a function from the operator module.
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Use this like:
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__op__, __rop__ = _operator_fallbacks(just_rational_op, operator.op)
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In general, we want to implement the arithmetic operations so
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that mixed-mode operations either call an implementation whose
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author knew about the types of both arguments, or convert both
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to the nearest built in type and do the operation there. In
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Fraction, that means that we define __add__ and __radd__ as:
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def __add__(self, other):
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# Both types have numerators/denominator attributes,
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# so do the operation directly
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if isinstance(other, (int, long, Fraction)):
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return Fraction(self.numerator * other.denominator +
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other.numerator * self.denominator,
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self.denominator * other.denominator)
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# float and complex don't have those operations, but we
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# know about those types, so special case them.
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elif isinstance(other, float):
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return float(self) + other
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elif isinstance(other, complex):
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return complex(self) + other
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# Let the other type take over.
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return NotImplemented
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def __radd__(self, other):
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# radd handles more types than add because there's
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# nothing left to fall back to.
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if isinstance(other, Rational):
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return Fraction(self.numerator * other.denominator +
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other.numerator * self.denominator,
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self.denominator * other.denominator)
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elif isinstance(other, Real):
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return float(other) + float(self)
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elif isinstance(other, Complex):
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return complex(other) + complex(self)
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return NotImplemented
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There are 5 different cases for a mixed-type addition on
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Fraction. I'll refer to all of the above code that doesn't
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refer to Fraction, float, or complex as "boilerplate". 'r'
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will be an instance of Fraction, which is a subtype of
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Rational (r : Fraction <: Rational), and b : B <:
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Complex. The first three involve 'r + b':
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1. If B <: Fraction, int, float, or complex, we handle
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that specially, and all is well.
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2. If Fraction falls back to the boilerplate code, and it
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were to return a value from __add__, we'd miss the
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possibility that B defines a more intelligent __radd__,
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so the boilerplate should return NotImplemented from
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__add__. In particular, we don't handle Rational
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here, even though we could get an exact answer, in case
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the other type wants to do something special.
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3. If B <: Fraction, Python tries B.__radd__ before
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Fraction.__add__. This is ok, because it was
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implemented with knowledge of Fraction, so it can
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handle those instances before delegating to Real or
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Complex.
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The next two situations describe 'b + r'. We assume that b
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didn't know about Fraction in its implementation, and that it
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uses similar boilerplate code:
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4. If B <: Rational, then __radd_ converts both to the
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builtin rational type (hey look, that's us) and
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proceeds.
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5. Otherwise, __radd__ tries to find the nearest common
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base ABC, and fall back to its builtin type. Since this
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class doesn't subclass a concrete type, there's no
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implementation to fall back to, so we need to try as
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hard as possible to return an actual value, or the user
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will get a TypeError.
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"""
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def forward(a, b):
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if isinstance(b, (int, long, Fraction)):
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return monomorphic_operator(a, b)
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elif isinstance(b, float):
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return fallback_operator(float(a), b)
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elif isinstance(b, complex):
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return fallback_operator(complex(a), b)
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else:
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return NotImplemented
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forward.__name__ = '__' + fallback_operator.__name__ + '__'
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forward.__doc__ = monomorphic_operator.__doc__
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def reverse(b, a):
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if isinstance(a, Rational):
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# Includes ints.
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return monomorphic_operator(a, b)
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elif isinstance(a, numbers.Real):
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return fallback_operator(float(a), float(b))
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elif isinstance(a, numbers.Complex):
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return fallback_operator(complex(a), complex(b))
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else:
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return NotImplemented
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reverse.__name__ = '__r' + fallback_operator.__name__ + '__'
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reverse.__doc__ = monomorphic_operator.__doc__
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return forward, reverse
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def _add(a, b):
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"""a + b"""
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return Fraction(a.numerator * b.denominator +
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b.numerator * a.denominator,
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a.denominator * b.denominator)
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__add__, __radd__ = _operator_fallbacks(_add, operator.add)
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def _sub(a, b):
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"""a - b"""
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return Fraction(a.numerator * b.denominator -
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b.numerator * a.denominator,
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a.denominator * b.denominator)
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__sub__, __rsub__ = _operator_fallbacks(_sub, operator.sub)
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def _mul(a, b):
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"""a * b"""
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return Fraction(a.numerator * b.numerator, a.denominator * b.denominator)
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__mul__, __rmul__ = _operator_fallbacks(_mul, operator.mul)
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def _div(a, b):
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"""a / b"""
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return Fraction(a.numerator * b.denominator,
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a.denominator * b.numerator)
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__truediv__, __rtruediv__ = _operator_fallbacks(_div, operator.truediv)
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__div__, __rdiv__ = _operator_fallbacks(_div, operator.div)
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def __floordiv__(a, b):
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"""a // b"""
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# Will be math.floor(a / b) in 3.0.
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div = a / b
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if isinstance(div, Rational):
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# trunc(math.floor(div)) doesn't work if the rational is
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# more precise than a float because the intermediate
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# rounding may cross an integer boundary.
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return div.numerator // div.denominator
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else:
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return math.floor(div)
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def __rfloordiv__(b, a):
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"""a // b"""
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# Will be math.floor(a / b) in 3.0.
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div = a / b
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if isinstance(div, Rational):
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# trunc(math.floor(div)) doesn't work if the rational is
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# more precise than a float because the intermediate
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# rounding may cross an integer boundary.
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return div.numerator // div.denominator
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else:
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return math.floor(div)
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def __mod__(a, b):
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"""a % b"""
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div = a // b
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return a - b * div
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def __rmod__(b, a):
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"""a % b"""
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div = a // b
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return a - b * div
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def __pow__(a, b):
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"""a ** b
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If b is not an integer, the result will be a float or complex
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since roots are generally irrational. If b is an integer, the
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result will be rational.
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"""
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if isinstance(b, Rational):
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if b.denominator == 1:
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power = b.numerator
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if power >= 0:
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return Fraction(a._numerator ** power,
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a._denominator ** power)
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else:
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return Fraction(a._denominator ** -power,
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a._numerator ** -power)
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else:
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# A fractional power will generally produce an
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# irrational number.
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return float(a) ** float(b)
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else:
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return float(a) ** b
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def __rpow__(b, a):
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"""a ** b"""
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if b._denominator == 1 and b._numerator >= 0:
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# If a is an int, keep it that way if possible.
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return a ** b._numerator
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if isinstance(a, Rational):
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return Fraction(a.numerator, a.denominator) ** b
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if b._denominator == 1:
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return a ** b._numerator
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return a ** float(b)
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def __pos__(a):
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"""+a: Coerces a subclass instance to Fraction"""
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return Fraction(a._numerator, a._denominator)
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def __neg__(a):
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"""-a"""
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return Fraction(-a._numerator, a._denominator)
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def __abs__(a):
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"""abs(a)"""
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return Fraction(abs(a._numerator), a._denominator)
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def __trunc__(a):
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"""trunc(a)"""
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if a._numerator < 0:
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return -(-a._numerator // a._denominator)
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else:
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return a._numerator // a._denominator
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def __hash__(self):
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"""hash(self)
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Tricky because values that are exactly representable as a
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float must have the same hash as that float.
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"""
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# XXX since this method is expensive, consider caching the result
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if self._denominator == 1:
|
|
# Get integers right.
|
|
return hash(self._numerator)
|
|
# Expensive check, but definitely correct.
|
|
if self == float(self):
|
|
return hash(float(self))
|
|
else:
|
|
# Use tuple's hash to avoid a high collision rate on
|
|
# simple fractions.
|
|
return hash((self._numerator, self._denominator))
|
|
|
|
def __eq__(a, b):
|
|
"""a == b"""
|
|
if isinstance(b, Rational):
|
|
return (a._numerator == b.numerator and
|
|
a._denominator == b.denominator)
|
|
if isinstance(b, numbers.Complex) and b.imag == 0:
|
|
b = b.real
|
|
if isinstance(b, float):
|
|
if math.isnan(b) or math.isinf(b):
|
|
# comparisons with an infinity or nan should behave in
|
|
# the same way for any finite a, so treat a as zero.
|
|
return 0.0 == b
|
|
else:
|
|
return a == a.from_float(b)
|
|
else:
|
|
# Since a doesn't know how to compare with b, let's give b
|
|
# a chance to compare itself with a.
|
|
return NotImplemented
|
|
|
|
def _richcmp(self, other, op):
|
|
"""Helper for comparison operators, for internal use only.
|
|
|
|
Implement comparison between a Rational instance `self`, and
|
|
either another Rational instance or a float `other`. If
|
|
`other` is not a Rational instance or a float, return
|
|
NotImplemented. `op` should be one of the six standard
|
|
comparison operators.
|
|
|
|
"""
|
|
# convert other to a Rational instance where reasonable.
|
|
if isinstance(other, Rational):
|
|
return op(self._numerator * other.denominator,
|
|
self._denominator * other.numerator)
|
|
# comparisons with complex should raise a TypeError, for consistency
|
|
# with int<->complex, float<->complex, and complex<->complex comparisons.
|
|
if isinstance(other, complex):
|
|
raise TypeError("no ordering relation is defined for complex numbers")
|
|
if isinstance(other, float):
|
|
if math.isnan(other) or math.isinf(other):
|
|
return op(0.0, other)
|
|
else:
|
|
return op(self, self.from_float(other))
|
|
else:
|
|
return NotImplemented
|
|
|
|
def __lt__(a, b):
|
|
"""a < b"""
|
|
return a._richcmp(b, operator.lt)
|
|
|
|
def __gt__(a, b):
|
|
"""a > b"""
|
|
return a._richcmp(b, operator.gt)
|
|
|
|
def __le__(a, b):
|
|
"""a <= b"""
|
|
return a._richcmp(b, operator.le)
|
|
|
|
def __ge__(a, b):
|
|
"""a >= b"""
|
|
return a._richcmp(b, operator.ge)
|
|
|
|
def __nonzero__(a):
|
|
"""a != 0"""
|
|
return a._numerator != 0
|
|
|
|
# support for pickling, copy, and deepcopy
|
|
|
|
def __reduce__(self):
|
|
return (self.__class__, (str(self),))
|
|
|
|
def __copy__(self):
|
|
if type(self) == Fraction:
|
|
return self # I'm immutable; therefore I am my own clone
|
|
return self.__class__(self._numerator, self._denominator)
|
|
|
|
def __deepcopy__(self, memo):
|
|
if type(self) == Fraction:
|
|
return self # My components are also immutable
|
|
return self.__class__(self._numerator, self._denominator)
|