539 lines
16 KiB
Python
539 lines
16 KiB
Python
#!/usr/bin/env python
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# encoding: utf-8
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from .expression import Expression
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from .operator import op
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from .generic import spe_zip, expand_list, isNumber, transpose_fill, flatten_list, isPolynom
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from .render import txt
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from .random_expression import RdExpression
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from itertools import chain
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__all__ = ["Polynom"]
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def power_cache(fun):
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"""Decorator which cache calculated powers of polynoms """
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cache = {}
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def cached_fun(self, power):
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print("cache -> ", cache)
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if (tuple(self._coef), power) in cache.keys():
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return cache[(tuple(self._coef), power)]
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else:
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poly_powered = fun(self, power)
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cache[(tuple(self._coef), power)] = poly_powered
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return poly_powered
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return cached_fun
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class Polynom(object):
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"""Docstring for Polynom. """
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@classmethod
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def random(self, coefs_form=[], conditions=[], letter = "x"):
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""" Create a random polynom from coefs_form and conditions
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:param coefs_form: list of forms (one by coef) (ascending degree sorted)
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:param conditions: condition on variables
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/!\ variables need to be in brackets {}
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"""
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form = str(coefs_form)
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coefs = RdExpression(form, conditions)()
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coefs = [eval(i) if type(i)==str else i for i in eval(coefs)]
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return Polynom(coef = coefs, letter = letter)
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def __init__(self, coef = [1], letter = "x" ):
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"""Initiate the polynom
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:param coef: coefficients of the polynom (ascending degree sorted)
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3 possibles type of coefficent:
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- a : simple "number". [1,2] designate 1 + 2x
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- [a,b,c]: list of coeficient for same degree. [1,[2,3],4] designate 1 + 2x + 3x + 4x^2
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- a: a Expression. [1, Expression("2+3"), 4] designate 1 + (2+3)x + 4x^2
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:param letter: the string describing the unknown
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>>> Polynom([1,2,3]).mainOp
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'+'
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>>> Polynom([1]).mainOp
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'*'
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>>> Polynom([1,2, 3])._letter
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'x'
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>>> Polynom([1, 2, 3], "y")._letter
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'y'
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"""
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self.feed_coef(coef)
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self._letter = letter
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if self.is_monom():
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self.mainOp = "*"
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else:
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self.mainOp = "+"
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self._isPolynom = 1
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def __call__(self, value):
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""" Evaluate the polynom in value
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:returns: Expression ready to be simplify
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"""
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if isNumber(value):
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postfix_exp = [value if i==self._letter else i for i in self.postfix]
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else:
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postfix_exp = [Expression(value) if i==self._letter else i for i in self.postfix]
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return Expression(postfix_exp)
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def feed_coef(self, l_coef):
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"""Feed coef of the polynom. Manage differently whether it's a number or an expression
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:l_coef: list of coef
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"""
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self._coef = []
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for coef in l_coef:
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if type(coef) == list and len(coef)==1:
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self._coef.append(coef[0])
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else:
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self._coef.append(coef)
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@property
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def degree(self):
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"""Getting the degree fo the polynom
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:returns: the degree of the polynom
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>>> Polynom([1, 2, 3]).degree
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2
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>>> Polynom([1]).degree
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0
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"""
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return len(self._coef) - 1
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def is_monom(self):
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"""is the polynom a monom (only one coefficent)
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:returns: 1 if yes 0 otherwise
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>>> Polynom([1, 2, 3]).is_monom()
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0
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>>> Polynom([1]).is_monom()
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1
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"""
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if len([i for i in self._coef if i != 0])==1:
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return 1
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else:
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return 0
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def __str__(self):
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return str(Expression(self.postfix))
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def __repr__(self):
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return "< Polynom " + str(self._coef) + ">"
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def coef_postfix(self, a, i):
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"""Return the postfix display of a coeficient
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:param a: value for the coeficient (/!\ as a postfix list)
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:param i: power
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:returns: postfix tokens of coef
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>>> p = Polynom()
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>>> p.coef_postfix([3],2)
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[3, 'x', 2, '^', '*']
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>>> p.coef_postfix([0],1)
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[]
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>>> p.coef_postfix([3],0)
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[3]
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>>> p.coef_postfix([3],1)
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[3, 'x', '*']
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>>> p.coef_postfix([1],1)
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['x']
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>>> p.coef_postfix([1],2)
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['x', 2, '^']
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"""
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# TODO: Couille certaine avec txt à qui il fait donner des opérateurs tout beau! |mar. nov. 11 13:08:35 CET 2014
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ans =[]
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if a == [0]:
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pass
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elif i == 0:
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ans = a
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elif i == 1:
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ans = a * (a!=[1]) + [self._letter] + [op.mul] * (a!=[1])
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else:
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ans = a * (a!=[1]) + [self._letter, i, op.pw] + [op.mul] * (a!=[1])
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return ans
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@property
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def postfix(self):
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"""Return the postfix form of the polynom
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:returns: the postfix list of polynom's tokens
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>>> p = Polynom([1, 2])
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>>> p.postfix
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[2, 'x', '*', 1, '+']
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>>> p = Polynom([1, -2])
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>>> p.postfix
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[2, 'x', '*', '-', 1, '+']
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>>> p = Polynom([1,2,3])
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>>> p.postfix
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[3, 'x', 2, '^', '*', 2, 'x', '*', '+', 1, '+']
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>>> p = Polynom([1,[2,3]])
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>>> p.postfix
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[2, 'x', '*', 3, 'x', '*', '+', 1, '+']
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>>> p = Polynom([1,[2,-3]])
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>>> p.postfix
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[2, 'x', '*', 3, 'x', '*', '-', 1, '+']
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>>> p = Polynom([1,[-2,-3]])
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>>> p.postfix
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[2, 'x', '*', '-', 3, 'x', '*', '-', 1, '+']
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>>> from pymath.expression import Expression
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>>> from pymath.operator import op
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>>> e = Expression([2,3,op.add])
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>>> p = Polynom([1,e])
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>>> p.postfix
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[2, 3, '+', 'x', '*', 1, '+']
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"""
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# TODO: Faudrait factoriser un peu tout ça..! |dim. déc. 21 16:02:34 CET 2014
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postfix = []
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for (i,a) in list(enumerate(self._coef))[::-1]:
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operator = [op.add]
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operator_sub1 = []
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if type(a) == Expression:
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# case coef is an arithmetic expression
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c = self.coef_postfix(a.postfix_tokens,i)
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if c != []:
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postfix.append(c)
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if len(postfix) > 1:
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postfix += operator
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elif type(a) == list:
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# case need to repeat the x^i
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for b in a:
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operator = [op.add]
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operator_sub1 = []
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if len(postfix) == 0 and isNumber(b) and b < 0:
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try:
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b = [(-b)[-1]]
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except TypeError:
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b = [-b]
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operator_sub1 = [op.sub1]
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elif len(postfix) > 0 and isNumber(b) and b < 0:
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try:
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b = [(-b)[-1]]
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except TypeError:
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b = [-b]
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operator = [op.sub]
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else:
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b = [b]
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c = self.coef_postfix(b,i)
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if c != []:
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postfix.append(c)
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if len(postfix) > 1:
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postfix += operator_sub1
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postfix += operator
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postfix += operator_sub1
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elif a != 0:
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if len(postfix) == 0 and a < 0:
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try:
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a = [(-a)[-1]]
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except TypeError:
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a = [-a]
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operator_sub1 = [op.sub1]
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elif len(postfix) > 0 and a < 0:
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try:
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a = [(-a)[-1]]
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except TypeError:
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a = [-a]
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operator = [op.sub]
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else:
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a = [a]
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c = self.coef_postfix(a,i)
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if c != []:
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postfix.append(c)
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if len(postfix) > 1:
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postfix += operator_sub1
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postfix += operator
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postfix += operator_sub1
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return flatten_list(postfix)
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def conv2poly(self, other):
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"""Convert anything number into a polynom"""
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if isNumber(other) and not isPolynom(other):
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return Polynom([other], letter = self._letter)
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elif isPolynom(other):
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return other
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else:
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raise ValueError(type(other) + " can't be converted into a polynom")
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def reduce(self):
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"""Compute coefficients which have same degree
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:returns: new Polynom with numbers coefficients
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"""
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steps = []
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# gather steps for every coeficients
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coefs_steps = []
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for coef in self._coef:
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coef_steps = []
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if type(coef) == list:
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# On converti en postfix avec une addition
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postfix_add = self.postfix_add([i for i in coef if i!=0])
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# On converti en Expression
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coef_exp = Expression(postfix_add)
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with Expression.tmp_render():
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coef_steps = list(coef_exp.simplify())
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#print('\t 1.coef_steps -> ', coef_steps)
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elif type(coef) == Expression:
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with Expression.tmp_render():
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coef_steps = list(coef.simplify())
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#print('\t 2.coef_steps -> ', coef_steps)
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else:
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try:
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coef_steps += coef.simplify()
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except AttributeError:
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coef_steps = [coef]
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#print('\t 3.coef_steps -> ', coef_steps)
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# On ajoute toutes ces étapes
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coefs_steps.append(coef_steps)
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#print('\t coefs_steps -> ', coefs_steps)
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# On retourne la matrice
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ans = []
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for coefs in transpose_fill(coefs_steps):
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ans.append(Polynom(coefs, self._letter))
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return ans
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@staticmethod
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def postfix_add(numbers):
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"""Convert a list of numbers into a postfix addition
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:numbers: list of numbers
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:returns: Postfix list of succecive attition of number
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>>> Polynom.postfix_add([1])
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[1]
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>>> Polynom.postfix_add([1, 2])
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[1, 2, '+']
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>>> Polynom.postfix_add([1, 2, 3])
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[1, 2, '+', 3, '+']
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>>> Polynom.postfix_add(1)
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[1]
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"""
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if not type(numbers) == list:
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return [numbers]
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else:
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ans = [[a, op.add] if i!=0 else [a] for (i,a) in enumerate(numbers)]
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return list(chain.from_iterable(ans))
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def simplify(self):
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"""Same as reduce """
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return self.reduce()
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def __eq__(self, other):
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try:
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o_poly = self.conv2poly(other)
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return self._coef == o_poly._coef
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except TypeError:
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return 0
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def __add__(self, other):
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steps = []
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o_poly = self.conv2poly(other)
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n_coef = spe_zip(self._coef, o_poly._coef)
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p = Polynom(n_coef, letter = self._letter)
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steps.append(p)
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steps += p.simplify()
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return steps
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def __radd__(self, other):
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return self.__add__(other)
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def __neg__(self):
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return Polynom([-i for i in self._coef], letter = self._letter)
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def __sub__(self, other):
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o_poly = self.conv2poly(other)
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o_poly = -o_poly
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return self.__add__(o_poly)
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def __rsub__(self, other):
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o_poly = self.conv2poly(other)
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return o_poly.__sub__(-self)
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def __mul__(self, other):
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""" Overload *
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>>> p = Polynom([1,2])
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>>> p*3
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[< Polynom [3, < Expression [2, 3, '*']>]>, < Polynom [3, < Expression [2, 3, '*']>]>, < Polynom [3, 6]>]
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>>> q = Polynom([0,0,4])
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>>> q*3
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[< Polynom [0, 0, < Expression [4, 3, '*']>]>, < Polynom [0, 0, < Expression [4, 3, '*']>]>, < Polynom [0, 0, 12]>]
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>>> r = Polynom([0,1])
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>>> r*3
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[< Polynom [0, 3]>, < Polynom [0, 3]>]
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>>> p*q
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[< Polynom [0, 0, 4, < Expression [2, 4, '*']>]>, < Polynom [0, 0, 4, < Expression [2, 4, '*']>]>, < Polynom [0, 0, 4, 8]>]
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>>> p*r
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[< Polynom [0, 1, 2]>, < Polynom [0, 1, 2]>]
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"""
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steps = []
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o_poly = self.conv2poly(other)
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coefs = []
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for (i,a) in enumerate(self._coef):
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for (j,b) in enumerate(o_poly._coef):
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if a == 0 or b == 0:
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elem = 0
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elif a==1:
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elem = b
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elif b==1:
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elem = a
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else:
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elem = Expression([a, b, op.mul])
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try:
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if coefs[i+j]==0:
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coefs[i+j] = elem
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elif elem != 0:
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coefs[i+j] = [coefs[i+j], elem]
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except IndexError:
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coefs.append(elem)
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p = Polynom(coefs, letter = self._letter)
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steps.append(p)
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steps += p.simplify()
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#print("steps -> \n", "\n".join(["\t {}".format(s.postfix) for s in steps]))
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return steps
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def __rmul__(self, other):
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o_poly = self.conv2poly(other)
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return o_poly.__mul__(self)
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@power_cache
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def __pow__(self, power):
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""" Overload **
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>>> p = Polynom([0,0,3])
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>>> p**2
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[< Polynom [0, 0, 0, 0, < Expression [3, 2, '^']>]>, < Polynom [0, 0, 0, 0, < Expression [3, 2, '^']>]>, < Polynom [0, 0, 0, 0, 9]>, < Polynom [0, 0, 0, 0, 9]>]
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>>> p = Polynom([1,2])
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>>> p**2
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[[< Polynom [1, 2]>, < Polynom [1, 2]>, '*'], < Polynom [< Expression [1, 1, '*']>, [< Expression [1, 2, '*']>, < Expression [2, 1, '*']>], < Expression [2, 2, '*']>]>, < Polynom [< Expression [1, 1, '*']>, < Expression [1, 2, '*', 2, 1, '*', '+']>, < Expression [2, 2, '*']>]>, < Polynom [1, < Expression [2, 2, '+']>, 4]>, < Polynom [1, 4, 4]>]
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>>> p = Polynom([0,0,1])
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>>> p**3
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[< Polynom [0, 0, 0, 0, 0, 0, 1]>]
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"""
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if not type(power):
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raise ValueError("Can't raise Polynom to {} power".format(str(power)))
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steps = []
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if self.is_monom():
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if self._coef[self.degree] == 1:
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coefs = [0]*self.degree*power + [1]
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p = Polynom(coefs, letter = self._letter)
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steps.append(p)
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else:
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coefs = [0]*self.degree*power + [Expression([self._coef[self.degree] , power, op.pw])]
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p = Polynom(coefs, letter = self._letter)
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steps.append(p)
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steps += p.simplify()
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else:
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if power == 2:
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return [[self, self, op.mul]] + self * self
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else:
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raise AttributeError("__pw__ not implemented yet when power is greatter than 2")
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return steps
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def __xor__(self, power):
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return self.__pow__(power)
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def test(p,q):
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print("---------------------")
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print("---------------------")
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print("p : ",p)
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print("q : ",q)
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print("\n Plus ------")
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print(p, "+", q)
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for i in (p + q):
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#print(repr(i))
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#print("\t", str(i.postfix))
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print(i)
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print("\n Moins ------")
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for i in (p - q):
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#print(repr(i))
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#print("\t", str(i.postfix))
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print(i)
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print("\n Multiplier ------")
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for i in (p * q):
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#print(repr(i))
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#print("\t", str(i.postfix))
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print(i)
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print("\n Evaluer p ------")
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for i in p(3).simplify():
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print(i)
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print("\n Evaluer q ------")
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for i in q(3).simplify():
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print(i)
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if __name__ == '__main__':
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#from .fraction import Fraction
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with Expression.tmp_render(txt):
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p = Polynom([10, -5])
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q = Polynom([3, -9])
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print(p-q)
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for i in p-q:
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print(i)
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import doctest
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doctest.testmod()
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# -----------------------------
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# Reglages pour 'vim'
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# vim:set autoindent expandtab tabstop=4 shiftwidth=4:
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# cursor: 16 del
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