332 lines
15 KiB
Python
332 lines
15 KiB
Python
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from sympy.core.numbers import (E, I, Rational, oo, pi)
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from sympy.core.singleton import S
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from sympy.core.symbol import (Symbol, symbols)
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from sympy.functions.elementary.complexes import (Abs, re)
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from sympy.functions.elementary.exponential import (exp, log)
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from sympy.functions.elementary.miscellaneous import sqrt
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from sympy.functions.elementary.piecewise import Piecewise
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from sympy.functions.elementary.trigonometric import (cos, cot, csc, sec, sin, tan)
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from sympy.functions.special.error_functions import expint
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from sympy.matrices.expressions.matexpr import MatrixSymbol
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from sympy.simplify.simplify import simplify
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from sympy.calculus.util import (function_range, continuous_domain, not_empty_in,
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periodicity, lcim, is_convex,
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stationary_points, minimum, maximum)
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from sympy.sets.sets import (Interval, FiniteSet, Complement, Union)
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from sympy.testing.pytest import raises, _both_exp_pow
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from sympy.abc import x
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a = Symbol('a', real=True)
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def test_function_range():
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x, y, a, b = symbols('x y a b')
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assert function_range(sin(x), x, Interval(-pi/2, pi/2)
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) == Interval(-1, 1)
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assert function_range(sin(x), x, Interval(0, pi)
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) == Interval(0, 1)
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assert function_range(tan(x), x, Interval(0, pi)
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) == Interval(-oo, oo)
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assert function_range(tan(x), x, Interval(pi/2, pi)
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) == Interval(-oo, 0)
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assert function_range((x + 3)/(x - 2), x, Interval(-5, 5)
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) == Union(Interval(-oo, Rational(2, 7)), Interval(Rational(8, 3), oo))
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assert function_range(1/(x**2), x, Interval(-1, 1)
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) == Interval(1, oo)
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assert function_range(exp(x), x, Interval(-1, 1)
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) == Interval(exp(-1), exp(1))
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assert function_range(log(x) - x, x, S.Reals
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) == Interval(-oo, -1)
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assert function_range(sqrt(3*x - 1), x, Interval(0, 2)
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) == Interval(0, sqrt(5))
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assert function_range(x*(x - 1) - (x**2 - x), x, S.Reals
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) == FiniteSet(0)
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assert function_range(x*(x - 1) - (x**2 - x) + y, x, S.Reals
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) == FiniteSet(y)
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assert function_range(sin(x), x, Union(Interval(-5, -3), FiniteSet(4))
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) == Union(Interval(-sin(3), 1), FiniteSet(sin(4)))
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assert function_range(cos(x), x, Interval(-oo, -4)
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) == Interval(-1, 1)
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assert function_range(cos(x), x, S.EmptySet) == S.EmptySet
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assert function_range(x/sqrt(x**2+1), x, S.Reals) == Interval.open(-1,1)
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raises(NotImplementedError, lambda : function_range(
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exp(x)*(sin(x) - cos(x))/2 - x, x, S.Reals))
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raises(NotImplementedError, lambda : function_range(
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sin(x) + x, x, S.Reals)) # issue 13273
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raises(NotImplementedError, lambda : function_range(
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log(x), x, S.Integers))
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raises(NotImplementedError, lambda : function_range(
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sin(x)/2, x, S.Naturals))
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def test_continuous_domain():
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x = Symbol('x')
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assert continuous_domain(sin(x), x, Interval(0, 2*pi)) == Interval(0, 2*pi)
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assert continuous_domain(tan(x), x, Interval(0, 2*pi)) == \
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Union(Interval(0, pi/2, False, True), Interval(pi/2, pi*Rational(3, 2), True, True),
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Interval(pi*Rational(3, 2), 2*pi, True, False))
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assert continuous_domain((x - 1)/((x - 1)**2), x, S.Reals) == \
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Union(Interval(-oo, 1, True, True), Interval(1, oo, True, True))
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assert continuous_domain(log(x) + log(4*x - 1), x, S.Reals) == \
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Interval(Rational(1, 4), oo, True, True)
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assert continuous_domain(1/sqrt(x - 3), x, S.Reals) == Interval(3, oo, True, True)
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assert continuous_domain(1/x - 2, x, S.Reals) == \
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Union(Interval.open(-oo, 0), Interval.open(0, oo))
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assert continuous_domain(1/(x**2 - 4) + 2, x, S.Reals) == \
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Union(Interval.open(-oo, -2), Interval.open(-2, 2), Interval.open(2, oo))
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domain = continuous_domain(log(tan(x)**2 + 1), x, S.Reals)
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assert not domain.contains(3*pi/2)
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assert domain.contains(5)
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d = Symbol('d', even=True, zero=False)
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assert continuous_domain(x**(1/d), x, S.Reals) == Interval(0, oo)
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def test_not_empty_in():
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assert not_empty_in(FiniteSet(x, 2*x).intersect(Interval(1, 2, True, False)), x) == \
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Interval(S.Half, 2, True, False)
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assert not_empty_in(FiniteSet(x, x**2).intersect(Interval(1, 2)), x) == \
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Union(Interval(-sqrt(2), -1), Interval(1, 2))
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assert not_empty_in(FiniteSet(x**2 + x, x).intersect(Interval(2, 4)), x) == \
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Union(Interval(-sqrt(17)/2 - S.Half, -2),
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Interval(1, Rational(-1, 2) + sqrt(17)/2), Interval(2, 4))
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assert not_empty_in(FiniteSet(x/(x - 1)).intersect(S.Reals), x) == \
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Complement(S.Reals, FiniteSet(1))
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assert not_empty_in(FiniteSet(a/(a - 1)).intersect(S.Reals), a) == \
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Complement(S.Reals, FiniteSet(1))
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assert not_empty_in(FiniteSet((x**2 - 3*x + 2)/(x - 1)).intersect(S.Reals), x) == \
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Complement(S.Reals, FiniteSet(1))
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assert not_empty_in(FiniteSet(3, 4, x/(x - 1)).intersect(Interval(2, 3)), x) == \
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Interval(-oo, oo)
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assert not_empty_in(FiniteSet(4, x/(x - 1)).intersect(Interval(2, 3)), x) == \
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Interval(S(3)/2, 2)
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assert not_empty_in(FiniteSet(x/(x**2 - 1)).intersect(S.Reals), x) == \
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Complement(S.Reals, FiniteSet(-1, 1))
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assert not_empty_in(FiniteSet(x, x**2).intersect(Union(Interval(1, 3, True, True),
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Interval(4, 5))), x) == \
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Union(Interval(-sqrt(5), -2), Interval(-sqrt(3), -1, True, True),
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Interval(1, 3, True, True), Interval(4, 5))
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assert not_empty_in(FiniteSet(1).intersect(Interval(3, 4)), x) == S.EmptySet
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assert not_empty_in(FiniteSet(x**2/(x + 2)).intersect(Interval(1, oo)), x) == \
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Union(Interval(-2, -1, True, False), Interval(2, oo))
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raises(ValueError, lambda: not_empty_in(x))
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raises(ValueError, lambda: not_empty_in(Interval(0, 1), x))
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raises(NotImplementedError,
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lambda: not_empty_in(FiniteSet(x).intersect(S.Reals), x, a))
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@_both_exp_pow
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def test_periodicity():
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x = Symbol('x')
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y = Symbol('y')
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z = Symbol('z', real=True)
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assert periodicity(sin(2*x), x) == pi
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assert periodicity((-2)*tan(4*x), x) == pi/4
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assert periodicity(sin(x)**2, x) == 2*pi
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assert periodicity(3**tan(3*x), x) == pi/3
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assert periodicity(tan(x)*cos(x), x) == 2*pi
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assert periodicity(sin(x)**(tan(x)), x) == 2*pi
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assert periodicity(tan(x)*sec(x), x) == 2*pi
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assert periodicity(sin(2*x)*cos(2*x) - y, x) == pi/2
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assert periodicity(tan(x) + cot(x), x) == pi
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assert periodicity(sin(x) - cos(2*x), x) == 2*pi
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assert periodicity(sin(x) - 1, x) == 2*pi
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assert periodicity(sin(4*x) + sin(x)*cos(x), x) == pi
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assert periodicity(exp(sin(x)), x) == 2*pi
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assert periodicity(log(cot(2*x)) - sin(cos(2*x)), x) == pi
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assert periodicity(sin(2*x)*exp(tan(x) - csc(2*x)), x) == pi
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assert periodicity(cos(sec(x) - csc(2*x)), x) == 2*pi
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assert periodicity(tan(sin(2*x)), x) == pi
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assert periodicity(2*tan(x)**2, x) == pi
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assert periodicity(sin(x%4), x) == 4
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assert periodicity(sin(x)%4, x) == 2*pi
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assert periodicity(tan((3*x-2)%4), x) == Rational(4, 3)
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assert periodicity((sqrt(2)*(x+1)+x) % 3, x) == 3 / (sqrt(2)+1)
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assert periodicity((x**2+1) % x, x) is None
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assert periodicity(sin(re(x)), x) == 2*pi
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assert periodicity(sin(x)**2 + cos(x)**2, x) is S.Zero
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assert periodicity(tan(x), y) is S.Zero
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assert periodicity(sin(x) + I*cos(x), x) == 2*pi
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assert periodicity(x - sin(2*y), y) == pi
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assert periodicity(exp(x), x) is None
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assert periodicity(exp(I*x), x) == 2*pi
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assert periodicity(exp(I*z), z) == 2*pi
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assert periodicity(exp(z), z) is None
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assert periodicity(exp(log(sin(z) + I*cos(2*z)), evaluate=False), z) == 2*pi
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assert periodicity(exp(log(sin(2*z) + I*cos(z)), evaluate=False), z) == 2*pi
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assert periodicity(exp(sin(z)), z) == 2*pi
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assert periodicity(exp(2*I*z), z) == pi
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assert periodicity(exp(z + I*sin(z)), z) is None
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assert periodicity(exp(cos(z/2) + sin(z)), z) == 4*pi
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assert periodicity(log(x), x) is None
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assert periodicity(exp(x)**sin(x), x) is None
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assert periodicity(sin(x)**y, y) is None
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assert periodicity(Abs(sin(Abs(sin(x)))), x) == pi
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assert all(periodicity(Abs(f(x)), x) == pi for f in (
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cos, sin, sec, csc, tan, cot))
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assert periodicity(Abs(sin(tan(x))), x) == pi
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assert periodicity(Abs(sin(sin(x) + tan(x))), x) == 2*pi
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assert periodicity(sin(x) > S.Half, x) == 2*pi
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assert periodicity(x > 2, x) is None
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assert periodicity(x**3 - x**2 + 1, x) is None
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assert periodicity(Abs(x), x) is None
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assert periodicity(Abs(x**2 - 1), x) is None
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assert periodicity((x**2 + 4)%2, x) is None
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assert periodicity((E**x)%3, x) is None
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assert periodicity(sin(expint(1, x))/expint(1, x), x) is None
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# returning `None` for any Piecewise
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p = Piecewise((0, x < -1), (x**2, x <= 1), (log(x), True))
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assert periodicity(p, x) is None
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m = MatrixSymbol('m', 3, 3)
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raises(NotImplementedError, lambda: periodicity(sin(m), m))
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raises(NotImplementedError, lambda: periodicity(sin(m[0, 0]), m))
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raises(NotImplementedError, lambda: periodicity(sin(m), m[0, 0]))
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raises(NotImplementedError, lambda: periodicity(sin(m[0, 0]), m[0, 0]))
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def test_periodicity_check():
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x = Symbol('x')
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y = Symbol('y')
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assert periodicity(tan(x), x, check=True) == pi
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assert periodicity(sin(x) + cos(x), x, check=True) == 2*pi
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assert periodicity(sec(x), x) == 2*pi
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assert periodicity(sin(x*y), x) == 2*pi/abs(y)
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assert periodicity(Abs(sec(sec(x))), x) == pi
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def test_lcim():
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assert lcim([S.Half, S(2), S(3)]) == 6
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assert lcim([pi/2, pi/4, pi]) == pi
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assert lcim([2*pi, pi/2]) == 2*pi
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assert lcim([S.One, 2*pi]) is None
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assert lcim([S(2) + 2*E, E/3 + Rational(1, 3), S.One + E]) == S(2) + 2*E
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def test_is_convex():
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assert is_convex(1/x, x, domain=Interval.open(0, oo)) == True
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assert is_convex(1/x, x, domain=Interval(-oo, 0)) == False
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assert is_convex(x**2, x, domain=Interval(0, oo)) == True
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assert is_convex(1/x**3, x, domain=Interval.Lopen(0, oo)) == True
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assert is_convex(-1/x**3, x, domain=Interval.Ropen(-oo, 0)) == True
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assert is_convex(log(x), x) == False
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raises(NotImplementedError, lambda: is_convex(log(x), x, a))
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def test_stationary_points():
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x, y = symbols('x y')
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assert stationary_points(sin(x), x, Interval(-pi/2, pi/2)
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) == {-pi/2, pi/2}
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assert stationary_points(sin(x), x, Interval.Ropen(0, pi/4)
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) is S.EmptySet
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assert stationary_points(tan(x), x,
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) is S.EmptySet
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assert stationary_points(sin(x)*cos(x), x, Interval(0, pi)
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) == {pi/4, pi*Rational(3, 4)}
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assert stationary_points(sec(x), x, Interval(0, pi)
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) == {0, pi}
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assert stationary_points((x+3)*(x-2), x
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) == FiniteSet(Rational(-1, 2))
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assert stationary_points((x + 3)/(x - 2), x, Interval(-5, 5)
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) is S.EmptySet
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assert stationary_points((x**2+3)/(x-2), x
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) == {2 - sqrt(7), 2 + sqrt(7)}
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assert stationary_points((x**2+3)/(x-2), x, Interval(0, 5)
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) == {2 + sqrt(7)}
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assert stationary_points(x**4 + x**3 - 5*x**2, x, S.Reals
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) == FiniteSet(-2, 0, Rational(5, 4))
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assert stationary_points(exp(x), x
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) is S.EmptySet
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assert stationary_points(log(x) - x, x, S.Reals
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) == {1}
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assert stationary_points(cos(x), x, Union(Interval(0, 5), Interval(-6, -3))
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) == {0, -pi, pi}
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assert stationary_points(y, x, S.Reals
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) == S.Reals
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assert stationary_points(y, x, S.EmptySet) == S.EmptySet
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def test_maximum():
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x, y = symbols('x y')
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assert maximum(sin(x), x) is S.One
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assert maximum(sin(x), x, Interval(0, 1)) == sin(1)
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assert maximum(tan(x), x) is oo
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assert maximum(tan(x), x, Interval(-pi/4, pi/4)) is S.One
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assert maximum(sin(x)*cos(x), x, S.Reals) == S.Half
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assert simplify(maximum(sin(x)*cos(x), x, Interval(pi*Rational(3, 8), pi*Rational(5, 8)))
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) == sqrt(2)/4
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assert maximum((x+3)*(x-2), x) is oo
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assert maximum((x+3)*(x-2), x, Interval(-5, 0)) == S(14)
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assert maximum((x+3)/(x-2), x, Interval(-5, 0)) == Rational(2, 7)
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assert simplify(maximum(-x**4-x**3+x**2+10, x)
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) == 41*sqrt(41)/512 + Rational(5419, 512)
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assert maximum(exp(x), x, Interval(-oo, 2)) == exp(2)
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assert maximum(log(x) - x, x, S.Reals) is S.NegativeOne
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assert maximum(cos(x), x, Union(Interval(0, 5), Interval(-6, -3))
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) is S.One
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assert maximum(cos(x)-sin(x), x, S.Reals) == sqrt(2)
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assert maximum(y, x, S.Reals) == y
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assert maximum(abs(a**3 + a), a, Interval(0, 2)) == 10
|
||
|
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assert maximum(abs(60*a**3 + 24*a), a, Interval(0, 2)) == 528
|
||
|
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assert maximum(abs(12*a*(5*a**2 + 2)), a, Interval(0, 2)) == 528
|
||
|
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assert maximum(x/sqrt(x**2+1), x, S.Reals) == 1
|
||
|
|
|
||
|
|
raises(ValueError, lambda : maximum(sin(x), x, S.EmptySet))
|
||
|
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raises(ValueError, lambda : maximum(log(cos(x)), x, S.EmptySet))
|
||
|
|
raises(ValueError, lambda : maximum(1/(x**2 + y**2 + 1), x, S.EmptySet))
|
||
|
|
raises(ValueError, lambda : maximum(sin(x), sin(x)))
|
||
|
|
raises(ValueError, lambda : maximum(sin(x), x*y, S.EmptySet))
|
||
|
|
raises(ValueError, lambda : maximum(sin(x), S.One))
|
||
|
|
|
||
|
|
|
||
|
|
def test_minimum():
|
||
|
|
x, y = symbols('x y')
|
||
|
|
|
||
|
|
assert minimum(sin(x), x) is S.NegativeOne
|
||
|
|
assert minimum(sin(x), x, Interval(1, 4)) == sin(4)
|
||
|
|
assert minimum(tan(x), x) is -oo
|
||
|
|
assert minimum(tan(x), x, Interval(-pi/4, pi/4)) is S.NegativeOne
|
||
|
|
assert minimum(sin(x)*cos(x), x, S.Reals) == Rational(-1, 2)
|
||
|
|
assert simplify(minimum(sin(x)*cos(x), x, Interval(pi*Rational(3, 8), pi*Rational(5, 8)))
|
||
|
|
) == -sqrt(2)/4
|
||
|
|
assert minimum((x+3)*(x-2), x) == Rational(-25, 4)
|
||
|
|
assert minimum((x+3)/(x-2), x, Interval(-5, 0)) == Rational(-3, 2)
|
||
|
|
assert minimum(x**4-x**3+x**2+10, x) == S(10)
|
||
|
|
assert minimum(exp(x), x, Interval(-2, oo)) == exp(-2)
|
||
|
|
assert minimum(log(x) - x, x, S.Reals) is -oo
|
||
|
|
assert minimum(cos(x), x, Union(Interval(0, 5), Interval(-6, -3))
|
||
|
|
) is S.NegativeOne
|
||
|
|
assert minimum(cos(x)-sin(x), x, S.Reals) == -sqrt(2)
|
||
|
|
assert minimum(y, x, S.Reals) == y
|
||
|
|
assert minimum(x/sqrt(x**2+1), x, S.Reals) == -1
|
||
|
|
|
||
|
|
raises(ValueError, lambda : minimum(sin(x), x, S.EmptySet))
|
||
|
|
raises(ValueError, lambda : minimum(log(cos(x)), x, S.EmptySet))
|
||
|
|
raises(ValueError, lambda : minimum(1/(x**2 + y**2 + 1), x, S.EmptySet))
|
||
|
|
raises(ValueError, lambda : minimum(sin(x), sin(x)))
|
||
|
|
raises(ValueError, lambda : minimum(sin(x), x*y, S.EmptySet))
|
||
|
|
raises(ValueError, lambda : minimum(sin(x), S.One))
|
||
|
|
|
||
|
|
|
||
|
|
def test_issue_19869():
|
||
|
|
t = symbols('t')
|
||
|
|
assert (maximum(sqrt(3)*(t - 1)/(3*sqrt(t**2 + 1)), t)
|
||
|
|
) == sqrt(3)/3
|
||
|
|
|
||
|
|
|
||
|
|
def test_issue_16469():
|
||
|
|
x = Symbol("x", real=True)
|
||
|
|
f = abs(x)
|
||
|
|
assert function_range(f, x, S.Reals) == Interval(0, oo, False, True)
|
||
|
|
|
||
|
|
|
||
|
|
@_both_exp_pow
|
||
|
|
def test_issue_18747():
|
||
|
|
assert periodicity(exp(pi*I*(x/4+S.Half/2)), x) == 8
|