# Copyright 2007 Google, Inc. All Rights Reserved. # Licensed to PSF under a Contributor Agreement. """Abstract Base Classes (ABCs) for numbers, according to PEP 3141. TODO: Fill out more detailed documentation on the operators.""" from abc import ABCMeta, abstractmethod, abstractproperty __all__ = ["Number", "Exact", "Inexact", "Complex", "Real", "Rational", "Integral", ] class Number(metaclass=ABCMeta): """All numbers inherit from this class. If you just want to check if an argument x is a number, without caring what kind, use isinstance(x, Number). """ class Exact(Number): """Operations on instances of this type are exact. As long as the result of a homogenous operation is of the same type, you can assume that it was computed exactly, and there are no round-off errors. Laws like commutativity and associativity hold. """ Exact.register(int) class Inexact(Number): """Operations on instances of this type are inexact. Given X, an instance of Inexact, it is possible that (X + -X) + 3 == 3, but X + (-X + 3) == 0. The exact form this error takes will vary by type, but it's generally unsafe to compare this type for equality. """ Inexact.register(complex) Inexact.register(float) # Inexact.register(decimal.Decimal) ## Notes on Decimal and it how relates to the numeric tower ## -------------------------------------------------------- ## Decimal is Real except that it does not support rich comparisons. ## ## Decimal has some of the characteristics of Integrals. It provides ## logical operations but not as operators. The logical operations only apply ## to a subset of decimals (those that are non-negative, have a zero exponent, ## and have digits that are only 0 or 1). It does provide __long__() and ## a three argument form of __pow__ that includes exactness guarantees. ## It does not provide an __index__() method. ## ## Depending on context, decimal operations may be exact or inexact. ## ## When decimal is run in a context with small precision and automatic rounding, ## it is Inexact. See the "Floating point notes" section of the decimal docs ## for an example of losing the associative and distributive properties of ## addition. ## ## When decimal is used for high precision integer arithmetic, it is Exact. ## When the decimal used as fixed-point, it is Exact. ## When it is run with sufficient precision, it is Exact. ## When the decimal.Inexact trap is set, decimal operations are Exact. ## For an example, see the float_to_decimal() recipe in the "Decimal FAQ" ## section of the docs -- it shows an how traps are used in conjunction ## with variable precision to reliably achieve exact results. class Complex(Number): """Complex defines the operations that work on the builtin complex type. In short, those are: a conversion to complex, .real, .imag, +, -, *, /, abs(), .conjugate, ==, and !=. If it is given heterogenous arguments, and doesn't have special knowledge about them, it should fall back to the builtin complex type as described below. """ @abstractmethod def __complex__(self): """Return a builtin complex instance. Called for complex(self).""" def __bool__(self): """True if self != 0. Called for bool(self).""" return self != 0 @abstractproperty def real(self): """Retrieve the real component of this number. This should subclass Real. """ raise NotImplementedError @abstractproperty def imag(self): """Retrieve the real component of this number. This should subclass Real. """ raise NotImplementedError @abstractmethod def __add__(self, other): """self + other""" raise NotImplementedError @abstractmethod def __radd__(self, other): """other + self""" raise NotImplementedError @abstractmethod def __neg__(self): """-self""" raise NotImplementedError @abstractmethod def __pos__(self): """+self""" raise NotImplementedError def __sub__(self, other): """self - other""" return self + -other def __rsub__(self, other): """other - self""" return -self + other @abstractmethod def __mul__(self, other): """self * other""" raise NotImplementedError @abstractmethod def __rmul__(self, other): """other * self""" raise NotImplementedError @abstractmethod def __truediv__(self, other): """self / other: Should promote to float when necessary.""" raise NotImplementedError @abstractmethod def __rtruediv__(self, other): """other / self""" raise NotImplementedError @abstractmethod def __pow__(self, exponent): """self**exponent; should promote to float or complex when necessary.""" raise NotImplementedError @abstractmethod def __rpow__(self, base): """base ** self""" raise NotImplementedError @abstractmethod def __abs__(self): """Returns the Real distance from 0. Called for abs(self).""" raise NotImplementedError @abstractmethod def conjugate(self): """(x+y*i).conjugate() returns (x-y*i).""" raise NotImplementedError @abstractmethod def __eq__(self, other): """self == other""" raise NotImplementedError def __ne__(self, other): """self != other""" # The default __ne__ doesn't negate __eq__ until 3.0. return not (self == other) Complex.register(complex) class Real(Complex): """To Complex, Real adds the operations that work on real numbers. In short, those are: a conversion to float, trunc(), divmod, %, <, <=, >, and >=. Real also provides defaults for the derived operations. """ @abstractmethod def __float__(self): """Any Real can be converted to a native float object. Called for float(self).""" raise NotImplementedError @abstractmethod def __trunc__(self): """trunc(self): Truncates self to an Integral. Returns an Integral i such that: * i>0 iff self>0; * abs(i) <= abs(self); * for any Integral j satisfying the first two conditions, abs(i) >= abs(j) [i.e. i has "maximal" abs among those]. i.e. "truncate towards 0". """ raise NotImplementedError @abstractmethod def __floor__(self): """Finds the greatest Integral <= self.""" raise NotImplementedError @abstractmethod def __ceil__(self): """Finds the least Integral >= self.""" raise NotImplementedError @abstractmethod def __round__(self, ndigits:"Integral"=None): """Rounds self to ndigits decimal places, defaulting to 0. If ndigits is omitted or None, returns an Integral, otherwise returns a Real. Rounds half toward even. """ raise NotImplementedError def __divmod__(self, other): """divmod(self, other): The pair (self // other, self % other). Sometimes this can be computed faster than the pair of operations. """ return (self // other, self % other) def __rdivmod__(self, other): """divmod(other, self): The pair (self // other, self % other). Sometimes this can be computed faster than the pair of operations. """ return (other // self, other % self) @abstractmethod def __floordiv__(self, other): """self // other: The floor() of self/other.""" raise NotImplementedError @abstractmethod def __rfloordiv__(self, other): """other // self: The floor() of other/self.""" raise NotImplementedError @abstractmethod def __mod__(self, other): """self % other""" raise NotImplementedError @abstractmethod def __rmod__(self, other): """other % self""" raise NotImplementedError @abstractmethod def __lt__(self, other): """self < other < on Reals defines a total ordering, except perhaps for NaN.""" raise NotImplementedError @abstractmethod def __le__(self, other): """self <= other""" raise NotImplementedError # Concrete implementations of Complex abstract methods. def __complex__(self): """complex(self) == complex(float(self), 0)""" return complex(float(self)) @property def real(self): """Real numbers are their real component.""" return +self @property def imag(self): """Real numbers have no imaginary component.""" return 0 def conjugate(self): """Conjugate is a no-op for Reals.""" return +self Real.register(float) # Real.register(decimal.Decimal) class Rational(Real, Exact): """.numerator and .denominator should be in lowest terms.""" @abstractproperty def numerator(self): raise NotImplementedError @abstractproperty def denominator(self): raise NotImplementedError # Concrete implementation of Real's conversion to float. def __float__(self): """float(self) = self.numerator / self.denominator It's important that this conversion use the integer's "true" division rather than casting one side to float before dividing so that ratios of huge integers convert without overflowing. """ return self.numerator / self.denominator class Integral(Rational): """Integral adds a conversion to int and the bit-string operations.""" @abstractmethod def __int__(self): """int(self)""" raise NotImplementedError def __index__(self): """index(self)""" return int(self) @abstractmethod def __pow__(self, exponent, modulus=None): """self ** exponent % modulus, but maybe faster. Accept the modulus argument if you want to support the 3-argument version of pow(). Raise a TypeError if exponent < 0 or any argument isn't Integral. Otherwise, just implement the 2-argument version described in Complex. """ raise NotImplementedError @abstractmethod def __lshift__(self, other): """self << other""" raise NotImplementedError @abstractmethod def __rlshift__(self, other): """other << self""" raise NotImplementedError @abstractmethod def __rshift__(self, other): """self >> other""" raise NotImplementedError @abstractmethod def __rrshift__(self, other): """other >> self""" raise NotImplementedError @abstractmethod def __and__(self, other): """self & other""" raise NotImplementedError @abstractmethod def __rand__(self, other): """other & self""" raise NotImplementedError @abstractmethod def __xor__(self, other): """self ^ other""" raise NotImplementedError @abstractmethod def __rxor__(self, other): """other ^ self""" raise NotImplementedError @abstractmethod def __or__(self, other): """self | other""" raise NotImplementedError @abstractmethod def __ror__(self, other): """other | self""" raise NotImplementedError @abstractmethod def __invert__(self): """~self""" raise NotImplementedError # Concrete implementations of Rational and Real abstract methods. def __float__(self): """float(self) == float(int(self))""" return float(int(self)) @property def numerator(self): """Integers are their own numerators.""" return +self @property def denominator(self): """Integers have a denominator of 1.""" return 1 Integral.register(int)