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"""Tests for tools for manipulating of large commutative expressions. """
from sympy import (S, Add, sin, Mul, Symbol, oo, Integral, sqrt, Tuple, I,
Function, Interval, O, symbols, simplify, collect, Sum,
Basic, Dict, root, exp, cos, Dummy, log, Rational)
from sympy.core.exprtools import (decompose_power, Factors, Term, _gcd_terms,
gcd_terms, factor_terms, factor_nc, _mask_nc,
_monotonic_sign)
from sympy.core.mul import _keep_coeff as _keep_coeff
from sympy.simplify.cse_opts import sub_pre
from sympy.testing.pytest import raises
from sympy.abc import a, b, t, x, y, z
def test_decompose_power():
assert decompose_power(x) == (x, 1)
assert decompose_power(x**2) == (x, 2)
assert decompose_power(x**(2*y)) == (x**y, 2)
assert decompose_power(x**(2*y/3)) == (x**(y/3), 2)
assert decompose_power(x**(y*Rational(2, 3))) == (x**(y/3), 2)
def test_Factors():
assert Factors() == Factors({}) == Factors(S.One)
assert Factors().as_expr() is S.One
assert Factors({x: 2, y: 3, sin(x): 4}).as_expr() == x**2*y**3*sin(x)**4
assert Factors(S.Infinity) == Factors({oo: 1})
assert Factors(S.NegativeInfinity) == Factors({oo: 1, -1: 1})
# issue #18059:
assert Factors((x**2)**S.Half).as_expr() == (x**2)**S.Half
a = Factors({x: 5, y: 3, z: 7})
b = Factors({ y: 4, z: 3, t: 10})
assert a.mul(b) == a*b == Factors({x: 5, y: 7, z: 10, t: 10})
assert a.div(b) == divmod(a, b) == \
(Factors({x: 5, z: 4}), Factors({y: 1, t: 10}))
assert a.quo(b) == a/b == Factors({x: 5, z: 4})
assert a.rem(b) == a % b == Factors({y: 1, t: 10})
assert a.pow(3) == a**3 == Factors({x: 15, y: 9, z: 21})
assert b.pow(3) == b**3 == Factors({y: 12, z: 9, t: 30})
assert a.gcd(b) == Factors({y: 3, z: 3})
assert a.lcm(b) == Factors({x: 5, y: 4, z: 7, t: 10})
a = Factors({x: 4, y: 7, t: 7})
b = Factors({z: 1, t: 3})
assert a.normal(b) == (Factors({x: 4, y: 7, t: 4}), Factors({z: 1}))
assert Factors(sqrt(2)*x).as_expr() == sqrt(2)*x
assert Factors(-I)*I == Factors()
assert Factors({S.NegativeOne: S(3)})*Factors({S.NegativeOne: S.One, I: S(5)}) == \
Factors(I)
assert Factors(sqrt(I)*I) == Factors(I**(S(3)/2)) == Factors({I: S(3)/2})
assert Factors({I: S(3)/2}).as_expr() == I**(S(3)/2)
assert Factors(S(2)**x).div(S(3)**x) == \
(Factors({S(2): x}), Factors({S(3): x}))
assert Factors(2**(2*x + 2)).div(S(8)) == \
(Factors({S(2): 2*x + 2}), Factors({S(8): S.One}))
# coverage
# /!\ things break if this is not True
assert Factors({S.NegativeOne: Rational(3, 2)}) == Factors({I: S.One, S.NegativeOne: S.One})
assert Factors({I: S.One, S.NegativeOne: Rational(1, 3)}).as_expr() == I*(-1)**Rational(1, 3)
assert Factors(-1.) == Factors({S.NegativeOne: S.One, S(1.): 1})
assert Factors(-2.) == Factors({S.NegativeOne: S.One, S(2.): 1})
assert Factors((-2.)**x) == Factors({S(-2.): x})
assert Factors(S(-2)) == Factors({S.NegativeOne: S.One, S(2): 1})
assert Factors(S.Half) == Factors({S(2): -S.One})
assert Factors(Rational(3, 2)) == Factors({S(3): S.One, S(2): S.NegativeOne})
assert Factors({I: S.One}) == Factors(I)
assert Factors({-1.0: 2, I: 1}) == Factors({S(1.0): 1, I: 1})
assert Factors({S.NegativeOne: Rational(-3, 2)}).as_expr() == I
A = symbols('A', commutative=False)
assert Factors(2*A**2) == Factors({S(2): 1, A**2: 1})
assert Factors(I) == Factors({I: S.One})
assert Factors(x).normal(S(2)) == (Factors(x), Factors(S(2)))
assert Factors(x).normal(S.Zero) == (Factors(), Factors(S.Zero))
raises(ZeroDivisionError, lambda: Factors(x).div(S.Zero))
assert Factors(x).mul(S(2)) == Factors(2*x)
assert Factors(x).mul(S.Zero).is_zero
assert Factors(x).mul(1/x).is_one
assert Factors(x**sqrt(2)**3).as_expr() == x**(2*sqrt(2))
assert Factors(x)**Factors(S(2)) == Factors(x**2)
assert Factors(x).gcd(S.Zero) == Factors(x)
assert Factors(x).lcm(S.Zero).is_zero
assert Factors(S.Zero).div(x) == (Factors(S.Zero), Factors())
assert Factors(x).div(x) == (Factors(), Factors())
assert Factors({x: .2})/Factors({x: .2}) == Factors()
assert Factors(x) != Factors()
assert Factors(S.Zero).normal(x) == (Factors(S.Zero), Factors())
n, d = x**(2 + y), x**2
f = Factors(n)
assert f.div(d) == f.normal(d) == (Factors(x**y), Factors())
assert f.gcd(d) == Factors()
d = x**y
assert f.div(d) == f.normal(d) == (Factors(x**2), Factors())
assert f.gcd(d) == Factors(d)
n = d = 2**x
f = Factors(n)
assert f.div(d) == f.normal(d) == (Factors(), Factors())
assert f.gcd(d) == Factors(d)
n, d = 2**x, 2**y
f = Factors(n)
assert f.div(d) == f.normal(d) == (Factors({S(2): x}), Factors({S(2): y}))
assert f.gcd(d) == Factors()
# extraction of constant only
n = x**(x + 3)
assert Factors(n).normal(x**-3) == (Factors({x: x + 6}), Factors({}))
assert Factors(n).normal(x**3) == (Factors({x: x}), Factors({}))
assert Factors(n).normal(x**4) == (Factors({x: x}), Factors({x: 1}))
assert Factors(n).normal(x**(y - 3)) == \
(Factors({x: x + 6}), Factors({x: y}))
assert Factors(n).normal(x**(y + 3)) == (Factors({x: x}), Factors({x: y}))
assert Factors(n).normal(x**(y + 4)) == \
(Factors({x: x}), Factors({x: y + 1}))
assert Factors(n).div(x**-3) == (Factors({x: x + 6}), Factors({}))
assert Factors(n).div(x**3) == (Factors({x: x}), Factors({}))
assert Factors(n).div(x**4) == (Factors({x: x}), Factors({x: 1}))
assert Factors(n).div(x**(y - 3)) == \
(Factors({x: x + 6}), Factors({x: y}))
assert Factors(n).div(x**(y + 3)) == (Factors({x: x}), Factors({x: y}))
assert Factors(n).div(x**(y + 4)) == \
(Factors({x: x}), Factors({x: y + 1}))
assert Factors(3 * x / 2) == Factors({3: 1, 2: -1, x: 1})
assert Factors(x * x / y) == Factors({x: 2, y: -1})
assert Factors(27 * x / y**9) == Factors({27: 1, x: 1, y: -9})
def test_Term():
a = Term(4*x*y**2/z/t**3)
b = Term(2*x**3*y**5/t**3)
assert a == Term(4, Factors({x: 1, y: 2}), Factors({z: 1, t: 3}))
assert b == Term(2, Factors({x: 3, y: 5}), Factors({t: 3}))
assert a.as_expr() == 4*x*y**2/z/t**3
assert b.as_expr() == 2*x**3*y**5/t**3
assert a.inv() == \
Term(S.One/4, Factors({z: 1, t: 3}), Factors({x: 1, y: 2}))
assert b.inv() == Term(S.Half, Factors({t: 3}), Factors({x: 3, y: 5}))
assert a.mul(b) == a*b == \
Term(8, Factors({x: 4, y: 7}), Factors({z: 1, t: 6}))
assert a.quo(b) == a/b == Term(2, Factors({}), Factors({x: 2, y: 3, z: 1}))
assert a.pow(3) == a**3 == \
Term(64, Factors({x: 3, y: 6}), Factors({z: 3, t: 9}))
assert b.pow(3) == b**3 == Term(8, Factors({x: 9, y: 15}), Factors({t: 9}))
assert a.pow(-3) == a**(-3) == \
Term(S.One/64, Factors({z: 3, t: 9}), Factors({x: 3, y: 6}))
assert b.pow(-3) == b**(-3) == \
Term(S.One/8, Factors({t: 9}), Factors({x: 9, y: 15}))
assert a.gcd(b) == Term(2, Factors({x: 1, y: 2}), Factors({t: 3}))
assert a.lcm(b) == Term(4, Factors({x: 3, y: 5}), Factors({z: 1, t: 3}))
a = Term(4*x*y**2/z/t**3)
b = Term(2*x**3*y**5*t**7)
assert a.mul(b) == Term(8, Factors({x: 4, y: 7, t: 4}), Factors({z: 1}))
assert Term((2*x + 2)**3) == Term(8, Factors({x + 1: 3}), Factors({}))
assert Term((2*x + 2)*(3*x + 6)**2) == \
Term(18, Factors({x + 1: 1, x + 2: 2}), Factors({}))
def test_gcd_terms():
f = 2*(x + 1)*(x + 4)/(5*x**2 + 5) + (2*x + 2)*(x + 5)/(x**2 + 1)/5 + \
(2*x + 2)*(x + 6)/(5*x**2 + 5)
assert _gcd_terms(f) == ((Rational(6, 5))*((1 + x)/(1 + x**2)), 5 + x, 1)
assert _gcd_terms(Add.make_args(f)) == \
((Rational(6, 5))*((1 + x)/(1 + x**2)), 5 + x, 1)
newf = (Rational(6, 5))*((1 + x)*(5 + x)/(1 + x**2))
assert gcd_terms(f) == newf
args = Add.make_args(f)
# non-Basic sequences of terms treated as terms of Add
assert gcd_terms(list(args)) == newf
assert gcd_terms(tuple(args)) == newf
assert gcd_terms(set(args)) == newf
# but a Basic sequence is treated as a container
assert gcd_terms(Tuple(*args)) != newf
assert gcd_terms(Basic(Tuple(1, 3*y + 3*x*y), Tuple(1, 3))) == \
Basic((1, 3*y*(x + 1)), (1, 3))
# but we shouldn't change keys of a dictionary or some may be lost
assert gcd_terms(Dict((x*(1 + y), 2), (x + x*y, y + x*y))) == \
Dict({x*(y + 1): 2, x + x*y: y*(1 + x)})
assert gcd_terms((2*x + 2)**3 + (2*x + 2)**2) == 4*(x + 1)**2*(2*x + 3)
assert gcd_terms(0) == 0
assert gcd_terms(1) == 1
assert gcd_terms(x) == x
assert gcd_terms(2 + 2*x) == Mul(2, 1 + x, evaluate=False)
arg = x*(2*x + 4*y)
garg = 2*x*(x + 2*y)
assert gcd_terms(arg) == garg
assert gcd_terms(sin(arg)) == sin(garg)
# issue 6139-like
alpha, alpha1, alpha2, alpha3 = symbols('alpha:4')
a = alpha**2 - alpha*x**2 + alpha + x**3 - x*(alpha + 1)
rep = (alpha, (1 + sqrt(5))/2 + alpha1*x + alpha2*x**2 + alpha3*x**3)
s = (a/(x - alpha)).subs(*rep).series(x, 0, 1)
assert simplify(collect(s, x)) == -sqrt(5)/2 - Rational(3, 2) + O(x)
# issue 5917
assert _gcd_terms([S.Zero, S.Zero]) == (0, 0, 1)
assert _gcd_terms([2*x + 4]) == (2, x + 2, 1)
eq = x/(x + 1/x)
assert gcd_terms(eq, fraction=False) == eq
eq = x/2/y + 1/x/y
assert gcd_terms(eq, fraction=True, clear=True) == \
(x**2 + 2)/(2*x*y)
assert gcd_terms(eq, fraction=True, clear=False) == \
(x**2/2 + 1)/(x*y)
assert gcd_terms(eq, fraction=False, clear=True) == \
(x + 2/x)/(2*y)
assert gcd_terms(eq, fraction=False, clear=False) == \
(x/2 + 1/x)/y
def test_factor_terms():
A = Symbol('A', commutative=False)
assert factor_terms(9*(x + x*y + 1) + (3*x + 3)**(2 + 2*x)) == \
9*x*y + 9*x + _keep_coeff(S(3), x + 1)**_keep_coeff(S(2), x + 1) + 9
assert factor_terms(9*(x + x*y + 1) + (3)**(2 + 2*x)) == \
_keep_coeff(S(9), 3**(2*x) + x*y + x + 1)
assert factor_terms(3**(2 + 2*x) + a*3**(2 + 2*x)) == \
9*3**(2*x)*(a + 1)
assert factor_terms(x + x*A) == \
x*(1 + A)
assert factor_terms(sin(x + x*A)) == \
sin(x*(1 + A))
assert factor_terms((3*x + 3)**((2 + 2*x)/3)) == \
_keep_coeff(S(3), x + 1)**_keep_coeff(Rational(2, 3), x + 1)
assert factor_terms(x + (x*y + x)**(3*x + 3)) == \
x + (x*(y + 1))**_keep_coeff(S(3), x + 1)
assert factor_terms(a*(x + x*y) + b*(x*2 + y*x*2)) == \
x*(a + 2*b)*(y + 1)
i = Integral(x, (x, 0, oo))
assert factor_terms(i) == i
assert factor_terms(x/2 + y) == x/2 + y
# fraction doesn't apply to integer denominators
assert factor_terms(x/2 + y, fraction=True) == x/2 + y
# clear *does* apply to the integer denominators
assert factor_terms(x/2 + y, clear=True) == Mul(S.Half, x + 2*y, evaluate=False)
# check radical extraction
eq = sqrt(2) + sqrt(10)
assert factor_terms(eq) == eq
assert factor_terms(eq, radical=True) == sqrt(2)*(1 + sqrt(5))
eq = root(-6, 3) + root(6, 3)
assert factor_terms(eq, radical=True) == 6**(S.One/3)*(1 + (-1)**(S.One/3))
eq = [x + x*y]
ans = [x*(y + 1)]
for c in [list, tuple, set]:
assert factor_terms(c(eq)) == c(ans)
assert factor_terms(Tuple(x + x*y)) == Tuple(x*(y + 1))
assert factor_terms(Interval(0, 1)) == Interval(0, 1)
e = 1/sqrt(a/2 + 1)
assert factor_terms(e, clear=False) == 1/sqrt(a/2 + 1)
assert factor_terms(e, clear=True) == sqrt(2)/sqrt(a + 2)
eq = x/(x + 1/x) + 1/(x**2 + 1)
assert factor_terms(eq, fraction=False) == eq
assert factor_terms(eq, fraction=True) == 1
assert factor_terms((1/(x**3 + x**2) + 2/x**2)*y) == \
y*(2 + 1/(x + 1))/x**2
# if not True, then processesing for this in factor_terms is not necessary
assert gcd_terms(-x - y) == -x - y
assert factor_terms(-x - y) == Mul(-1, x + y, evaluate=False)
# if not True, then "special" processesing in factor_terms is not necessary
assert gcd_terms(exp(Mul(-1, x + 1))) == exp(-x - 1)
e = exp(-x - 2) + x
assert factor_terms(e) == exp(Mul(-1, x + 2, evaluate=False)) + x
assert factor_terms(e, sign=False) == e
assert factor_terms(exp(-4*x - 2) - x) == -x + exp(Mul(-2, 2*x + 1, evaluate=False))
# sum/integral tests
for F in (Sum, Integral):
assert factor_terms(F(x, (y, 1, 10))) == x * F(1, (y, 1, 10))
assert factor_terms(F(x, (y, 1, 10)) + x) == x * (1 + F(1, (y, 1, 10)))
assert factor_terms(F(x*y + x*y**2, (y, 1, 10))) == x*F(y*(y + 1), (y, 1, 10))
def test_xreplace():
e = Mul(2, 1 + x, evaluate=False)
assert e.xreplace({}) == e
assert e.xreplace({y: x}) == e
def test_factor_nc():
x, y = symbols('x,y')
k = symbols('k', integer=True)
n, m, o = symbols('n,m,o', commutative=False)
# mul and multinomial expansion is needed
from sympy.core.function import _mexpand
e = x*(1 + y)**2
assert _mexpand(e) == x + x*2*y + x*y**2
def factor_nc_test(e):
ex = _mexpand(e)
assert ex.is_Add
f = factor_nc(ex)
assert not f.is_Add and _mexpand(f) == ex
factor_nc_test(x*(1 + y))
factor_nc_test(n*(x + 1))
factor_nc_test(n*(x + m))
factor_nc_test((x + m)*n)
factor_nc_test(n*m*(x*o + n*o*m)*n)
s = Sum(x, (x, 1, 2))
factor_nc_test(x*(1 + s))
factor_nc_test(x*(1 + s)*s)
factor_nc_test(x*(1 + sin(s)))
factor_nc_test((1 + n)**2)
factor_nc_test((x + n)*(x + m)*(x + y))
factor_nc_test(x*(n*m + 1))
factor_nc_test(x*(n*m + x))
factor_nc_test(x*(x*n*m + 1))
factor_nc_test(x*n*(x*m + 1))
factor_nc_test(x*(m*n + x*n*m))
factor_nc_test(n*(1 - m)*n**2)
factor_nc_test((n + m)**2)
factor_nc_test((n - m)*(n + m)**2)
factor_nc_test((n + m)**2*(n - m))
factor_nc_test((m - n)*(n + m)**2*(n - m))
assert factor_nc(n*(n + n*m)) == n**2*(1 + m)
assert factor_nc(m*(m*n + n*m*n**2)) == m*(m + n*m*n)*n
eq = m*sin(n) - sin(n)*m
assert factor_nc(eq) == eq
# for coverage:
from sympy.physics.secondquant import Commutator
from sympy import factor
eq = 1 + x*Commutator(m, n)
assert factor_nc(eq) == eq
eq = x*Commutator(m, n) + x*Commutator(m, o)*Commutator(m, n)
assert factor(eq) == x*(1 + Commutator(m, o))*Commutator(m, n)
# issue 6534
assert (2*n + 2*m).factor() == 2*(n + m)
# issue 6701
assert factor_nc(n**k + n**(k + 1)) == n**k*(1 + n)
assert factor_nc((m*n)**k + (m*n)**(k + 1)) == (1 + m*n)*(m*n)**k
# issue 6918
assert factor_nc(-n*(2*x**2 + 2*x)) == -2*n*x*(x + 1)
def test_issue_6360():
a, b = symbols("a b")
apb = a + b
eq = apb + apb**2*(-2*a - 2*b)
assert factor_terms(sub_pre(eq)) == a + b - 2*(a + b)**3
def test_issue_7903():
a = symbols(r'a', real=True)
t = exp(I*cos(a)) + exp(-I*sin(a))
assert t.simplify()
def test_issue_8263():
F, G = symbols('F, G', commutative=False, cls=Function)
x, y = symbols('x, y')
expr, dummies, _ = _mask_nc(F(x)*G(y) - G(y)*F(x))
for v in dummies.values():
assert not v.is_commutative
assert not expr.is_zero
def test_monotonic_sign():
F = _monotonic_sign
x = symbols('x')
assert F(x) is None
assert F(-x) is None
assert F(Dummy(prime=True)) == 2
assert F(Dummy(prime=True, odd=True)) == 3
assert F(Dummy(composite=True)) == 4
assert F(Dummy(composite=True, odd=True)) == 9
assert F(Dummy(positive=True, integer=True)) == 1
assert F(Dummy(positive=True, even=True)) == 2
assert F(Dummy(positive=True, even=True, prime=False)) == 4
assert F(Dummy(negative=True, integer=True)) == -1
assert F(Dummy(negative=True, even=True)) == -2
assert F(Dummy(zero=True)) == 0
assert F(Dummy(nonnegative=True)) == 0
assert F(Dummy(nonpositive=True)) == 0
assert F(Dummy(positive=True) + 1).is_positive
assert F(Dummy(positive=True, integer=True) - 1).is_nonnegative
assert F(Dummy(positive=True) - 1) is None
assert F(Dummy(negative=True) + 1) is None
assert F(Dummy(negative=True, integer=True) - 1).is_nonpositive
assert F(Dummy(negative=True) - 1).is_negative
assert F(-Dummy(positive=True) + 1) is None
assert F(-Dummy(positive=True, integer=True) - 1).is_negative
assert F(-Dummy(positive=True) - 1).is_negative
assert F(-Dummy(negative=True) + 1).is_positive
assert F(-Dummy(negative=True, integer=True) - 1).is_nonnegative
assert F(-Dummy(negative=True) - 1) is None
x = Dummy(negative=True)
assert F(x**3).is_nonpositive
assert F(x**3 + log(2)*x - 1).is_negative
x = Dummy(positive=True)
assert F(-x**3).is_nonpositive
p = Dummy(positive=True)
assert F(1/p).is_positive
assert F(p/(p + 1)).is_positive
p = Dummy(nonnegative=True)
assert F(p/(p + 1)).is_nonnegative
p = Dummy(positive=True)
assert F(-1/p).is_negative
p = Dummy(nonpositive=True)
assert F(p/(-p + 1)).is_nonpositive
p = Dummy(positive=True, integer=True)
q = Dummy(positive=True, integer=True)
assert F(-2/p/q).is_negative
assert F(-2/(p - 1)/q) is None
assert F((p - 1)*q + 1).is_positive
assert F(-(p - 1)*q - 1).is_negative
def test_issue_17256():
from sympy import Symbol, Range, Sum
x = Symbol('x')
s1 = Sum(x + 1, (x, 1, 9))
s2 = Sum(x + 1, (x, Range(1, 10)))
a = Symbol('a')
r1 = s1.xreplace({x:a})
r2 = s2.xreplace({x:a})
r1.doit() == r2.doit()
s1 = Sum(x + 1, (x, 0, 9))
s2 = Sum(x + 1, (x, Range(10)))
a = Symbol('a')
r1 = s1.xreplace({x:a})
r2 = s2.xreplace({x:a})
assert r1 == r2
def test_issue_21623():
from sympy import MatrixSymbol, gcd_terms
M = MatrixSymbol('X', 2, 2)
assert gcd_terms(M[0,0], 1) == M[0,0]