from itertools import product as cartes

from sympy import (limit, exp, oo, log, sqrt, Limit, sin, floor, cos, ceiling,
                   atan, gamma, Symbol, S, pi, Integral, cot, Rational, I, zoo,
                   tan, cot, integrate, Sum, sign)

from sympy.series.limits import heuristics
from sympy.series.order import Order
from sympy.abc import x, y, z
from sympy.utilities.pytest import XFAIL, raises


def test_basic1():
    assert limit(x, x, oo) == oo
    assert limit(x, x, -oo) == -oo
    assert limit(-x, x, oo) == -oo
    assert limit(x**2, x, -oo) == oo
    assert limit(-x**2, x, oo) == -oo
    assert limit(x*log(x), x, 0, dir="+") == 0
    assert limit(1/x, x, oo) == 0
    assert limit(exp(x), x, oo) == oo
    assert limit(-exp(x), x, oo) == -oo
    assert limit(exp(x)/x, x, oo) == oo
    assert limit(1/x - exp(-x), x, oo) == 0
    assert limit(x + 1/x, x, oo) == oo
    assert limit(x - x**2, x, oo) == -oo
    assert limit((1 + x)**(1 + sqrt(2)), x, 0) == 1
    assert limit((1 + x)**oo, x, 0) == oo
    assert limit((1 + x)**oo, x, 0, dir='-') == 0
    assert limit((1 + x + y)**oo, x, 0, dir='-') == (1 + y)**(oo)
    assert limit(y/x/log(x), x, 0) == -oo*sign(y)
    assert limit(cos(x + y)/x, x, 0) == sign(cos(y))*oo
    raises(NotImplementedError, lambda: limit(Sum(1/x, (x, 1, y)) -
           log(y), y, oo))
    raises(NotImplementedError, lambda: limit(Sum(1/x, (x, 1, y)) - 1/y, y, oo))
    assert limit(gamma(1/x + 3), x, oo) == 2
    assert limit(S.NaN, x, -oo) == S.NaN
    assert limit(Order(2)*x, x, S.NaN) == S.NaN
    assert limit(gamma(1/x + 3), x, oo) == 2
    assert limit(S.NaN, x, -oo) == S.NaN
    assert limit(Order(2)*x, x, S.NaN) == S.NaN
    assert limit(1/(x - 1), x, 1, dir="+") == oo
    assert limit(1/(x - 1), x, 1, dir="-") == -oo
    assert limit(1/(5 - x)**3, x, 5, dir="+") == -oo
    assert limit(1/(5 - x)**3, x, 5, dir="-") == oo
    assert limit(1/sin(x), x, pi, dir="+") == -oo
    assert limit(1/sin(x), x, pi, dir="-") == oo
    assert limit(1/cos(x), x, pi/2, dir="+") == -oo
    assert limit(1/cos(x), x, pi/2, dir="-") == oo
    assert limit(1/tan(x**3), x, (2*pi)**(S(1)/3), dir="+") == oo
    assert limit(1/tan(x**3), x, (2*pi)**(S(1)/3), dir="-") == -oo
    assert limit(1/cot(x)**3, x, (3*pi/2), dir="+") == -oo
    assert limit(1/cot(x)**3, x, (3*pi/2), dir="-") == oo

    # approaching 0
    # from dir="+"
    assert limit(1 + 1/x, x, 0) == oo
    # from dir='-'
    # Add
    assert limit(1 + 1/x, x, 0, dir='-') == -oo
    # Pow
    assert limit(x**(-2), x, 0, dir='-') == oo
    assert limit(x**(-3), x, 0, dir='-') == -oo
    assert limit(1/sqrt(x), x, 0, dir='-') == (-oo)*I
    assert limit(x**2, x, 0, dir='-') == 0
    assert limit(sqrt(x), x, 0, dir='-') == 0
    assert limit(x**-pi, x, 0, dir='-') == oo*sign((-1)**(-pi))
    assert limit((1 + cos(x))**oo, x, 0) == oo


def test_basic2():
    assert limit(x**x, x, 0, dir="+") == 1
    assert limit((exp(x) - 1)/x, x, 0) == 1
    assert limit(1 + 1/x, x, oo) == 1
    assert limit(-exp(1/x), x, oo) == -1
    assert limit(x + exp(-x), x, oo) == oo
    assert limit(x + exp(-x**2), x, oo) == oo
    assert limit(x + exp(-exp(x)), x, oo) == oo
    assert limit(13 + 1/x - exp(-x), x, oo) == 13


def test_basic3():
    assert limit(1/x, x, 0, dir="+") == oo
    assert limit(1/x, x, 0, dir="-") == -oo


def test_basic4():
    assert limit(2*x + y*x, x, 0) == 0
    assert limit(2*x + y*x, x, 1) == 2 + y
    assert limit(2*x**8 + y*x**(-3), x, -2) == 512 - y/8
    assert limit(sqrt(x + 1) - sqrt(x), x, oo) == 0
    assert integrate(1/(x**3 + 1), (x, 0, oo)) == 2*pi*sqrt(3)/9


def test_issue786():
    assert limit(x*y + x*z, z, 2) == x*y + 2*x


def test_Limit():
    assert Limit(sin(x)/x, x, 0) != 1
    assert Limit(sin(x)/x, x, 0).doit() == 1


def test_floor():
    assert limit(floor(x), x, -2, "+") == -2
    assert limit(floor(x), x, -2, "-") == -3
    assert limit(floor(x), x, -1, "+") == -1
    assert limit(floor(x), x, -1, "-") == -2
    assert limit(floor(x), x, 0, "+") == 0
    assert limit(floor(x), x, 0, "-") == -1
    assert limit(floor(x), x, 1, "+") == 1
    assert limit(floor(x), x, 1, "-") == 0
    assert limit(floor(x), x, 2, "+") == 2
    assert limit(floor(x), x, 2, "-") == 1
    assert limit(floor(x), x, 248, "+") == 248
    assert limit(floor(x), x, 248, "-") == 247


def test_floor_requires_robust_assumptions():
    assert limit(floor(sin(x)), x, 0, "+") == 0
    assert limit(floor(sin(x)), x, 0, "-") == -1
    assert limit(floor(cos(x)), x, 0, "+") == 0
    assert limit(floor(cos(x)), x, 0, "-") == 0
    assert limit(floor(5 + sin(x)), x, 0, "+") == 5
    assert limit(floor(5 + sin(x)), x, 0, "-") == 4
    assert limit(floor(5 + cos(x)), x, 0, "+") == 5
    assert limit(floor(5 + cos(x)), x, 0, "-") == 5


def test_ceiling():
    assert limit(ceiling(x), x, -2, "+") == -1
    assert limit(ceiling(x), x, -2, "-") == -2
    assert limit(ceiling(x), x, -1, "+") == 0
    assert limit(ceiling(x), x, -1, "-") == -1
    assert limit(ceiling(x), x, 0, "+") == 1
    assert limit(ceiling(x), x, 0, "-") == 0
    assert limit(ceiling(x), x, 1, "+") == 2
    assert limit(ceiling(x), x, 1, "-") == 1
    assert limit(ceiling(x), x, 2, "+") == 3
    assert limit(ceiling(x), x, 2, "-") == 2
    assert limit(ceiling(x), x, 248, "+") == 249
    assert limit(ceiling(x), x, 248, "-") == 248


def test_ceiling_requires_robust_assumptions():
    assert limit(ceiling(sin(x)), x, 0, "+") == 1
    assert limit(ceiling(sin(x)), x, 0, "-") == 0
    assert limit(ceiling(cos(x)), x, 0, "+") == 1
    assert limit(ceiling(cos(x)), x, 0, "-") == 1
    assert limit(ceiling(5 + sin(x)), x, 0, "+") == 6
    assert limit(ceiling(5 + sin(x)), x, 0, "-") == 5
    assert limit(ceiling(5 + cos(x)), x, 0, "+") == 6
    assert limit(ceiling(5 + cos(x)), x, 0, "-") == 6


def test_atan():
    x = Symbol("x", real=True)
    assert limit(atan(x)*sin(1/x), x, 0) == 0
    assert limit(atan(x) + sqrt(x + 1) - sqrt(x), x, oo) == pi/2


def test_abs():
    assert limit(abs(x), x, 0) == 0
    assert limit(abs(sin(x)), x, 0) == 0
    assert limit(abs(cos(x)), x, 0) == 1
    assert limit(abs(sin(x + 1)), x, 0) == sin(1)


def test_heuristic():
    x = Symbol("x", real=True)
    assert heuristics(sin(1/x) + atan(x), x, 0, '+') == sin(oo)
    assert limit(log(2 + sqrt(atan(x))*sqrt(sin(1/x))), x, 0) == log(2)


def test_issue772():
    z = Symbol("z", positive=True)
    f = -1/z*exp(-z*x)
    assert limit(f, x, oo) == 0
    assert f.limit(x, oo) == 0


def test_exponential():
    n = Symbol('n')
    x = Symbol('x', real=True)
    assert limit((1 + x/n)**n, n, oo) == exp(x)
    assert limit((1 + x/(2*n))**n, n, oo) == exp(x/2)
    assert limit((1 + x/(2*n + 1))**n, n, oo) == exp(x/2)
    assert limit(((x - 1)/(x + 1))**x, x, oo) == exp(-2)
    assert limit(1 + (1 + 1/x)**x, x, oo) == 1 + S.Exp1


@XFAIL
def test_exponential2():
    n = Symbol('n')
    assert limit((1 + x/(n + sin(n)))**n, n, oo) == exp(x)


def test_doit():
    f = Integral(2 * x, x)
    l = Limit(f, x, oo)
    assert l.doit() == oo


@XFAIL
def test_doit2():
    f = Integral(2 * x, x)
    l = Limit(f, x, oo)
    # limit() breaks on the contained Integral.
    assert l.doit(deep=False) == l


def test_bug693a():
    assert sin(sin(x + 1) + 1).limit(x, 0) == sin(sin(1) + 1)


def test_issue693():
    assert limit( (1 - cos(x))/x**2, x, S(1)/2) == 4 - 4*cos(S(1)/2)
    assert limit(sin(sin(x + 1) + 1), x, 0) == sin(1 + sin(1))
    assert limit(abs(sin(x + 1) + 1), x, 0) == 1 + sin(1)


def test_issue991():
    assert limit(1/(x + 3), x, 2) == S(1)/5
    assert limit(1/(x + pi), x, 2) == S(1)/(2 + pi)
    assert limit(log(x)/(x**2 + 3), x, 2) == log(2)/7
    assert limit(log(x)/(x**2 + pi), x, 2) == log(2)/(4 + pi)


def test_issue1448():
    assert limit(cot(x), x, 0, dir='+') == oo
    assert limit(cot(x), x, pi/2, dir='+') == 0


def test_issue2065():
    assert limit(x**0.5, x, oo) == oo**0.5 == oo
    assert limit(x**0.5, x, 16) == S(16)**0.5
    assert limit(x**0.5, x, 0) == 0
    assert limit(x**(-0.5), x, oo) == 0
    assert limit(x**(-0.5), x, 4) == S(4)**(-0.5)


def test_issue2084():
    # using list(...) so py.test can recalculate values
    tests = list(cartes([x, -x],
                        [-1, 1],
                        [2, 3, Rational(1, 2), Rational(2, 3)],
                        ['-', '+']))
    results = (oo, oo, -oo, oo, -oo*I, oo, -oo*(-1)**Rational(1, 3), oo,
               0, 0, 0, 0, 0, 0, 0, 0,
               oo, oo, oo, -oo, oo, -oo*I, oo, -oo*(-1)**Rational(1, 3),
               0, 0, 0, 0, 0, 0, 0, 0)
    assert len(tests) == len(results)
    for i, (args, res) in enumerate(zip(tests, results)):
        y, s, e, d = args
        eq = y**(s*e)
        try:
            assert limit(eq, x, 0, dir=d) == res
        except AssertionError:
            if 0:  # change to 1 if you want to see the failing tests
                print()
                print(i, res, eq, d, limit(eq, x, 0, dir=d))
            else:
                assert None


def test_issue2085():
    assert limit(sin(x)/x, x, oo) == 0
    assert limit(atan(x), x, oo) == pi/2
    assert limit(gamma(x), x, oo) == oo
    assert limit(cos(x)/x, x, oo) == 0
    assert limit(gamma(x), x, Rational(1, 2)) == sqrt(pi)

    r = Symbol('r', real=True, bounded=True)
    assert limit(r*sin(1/r), r, 0) == 0


def test_issue2130():
    assert limit((1 + y)**(1/y) - S.Exp1, y, 0) == 0


def test_issue1447():
    # using list(...) so py.test can recalculate values
    tests = list(cartes([cot, tan],
                        [-pi/2, 0, pi/2, pi, 3*pi/2],
                        ['-', '+']))
    results = (0, 0, -oo, oo, 0, 0, -oo, oo, 0, 0,
               oo, -oo, 0, 0, oo, -oo, 0, 0, oo, -oo)
    assert len(tests) == len(results)
    for i, (args, res) in enumerate(zip(tests, results)):
        f, l, d = args
        eq = f(x)
        try:
            assert limit(eq, x, l, dir=d) == res
        except AssertionError:
            if 0:  # change to 1 if you want to see the failing tests
                print()
                print(i, res, eq, l, d, limit(eq, x, l, dir=d))
            else:
                assert None


def test_issue835():
    assert limit((1 + x**log(3))**(1/x), x, 0) == 1
    assert limit((5**(1/x) + 3**(1/x))**x, x, 0) == 5


def test_calculate_series():
    # needs gruntz calculate_series to go to n = 32
    assert limit(x**(S(77)/3)/(1 + x**(S(77)/3)), x, oo) == 1
    # needs gruntz calculate_series to go to n = 128
    assert limit(x**101.1/(1 + x**101.1), x, oo) == 1


def test_issue2856():
    assert limit((x**16)/(1 + x**16), x, oo) == 1
    assert limit((x**100)/(1 + x**100), x, oo) == 1
    assert limit((x**1885)/(1 + x**1885), x, oo) == 1
    assert limit((x**1000/((x + 1)**1000 + exp(-x))), x, oo) == 1


def test_newissue():
    assert limit(exp(1/sin(x))/exp(cot(x)), x, 0) == 1


def test_extended_real_line():
    assert limit(x - oo, x, oo) == -oo
    assert limit(oo - x, x, -oo) == oo
    assert limit(x**2/(x - 5) - oo, x, oo) == -oo
    assert limit(1/(x + sin(x)) - oo, x, 0) == -oo
    assert limit(oo/x, x, oo) == oo
    assert limit(x - oo + 1/x, x, oo) == -oo
    assert limit(x - oo + 1/x, x, 0) == -oo


@XFAIL
def test_order_oo():
    from sympy import C
    x = Symbol('x', positive=True, bounded=True)
    assert C.Order(x)*oo != C.Order(1, x)
    assert limit(oo/(x**2 - 4), x, oo) == oo


def test_issue2337():
    raises(NotImplementedError, lambda: limit(exp(x*y), x, oo))
    raises(NotImplementedError, lambda: limit(exp(-x*y), x, oo))


def test_Limit_dir():
    raises(TypeError, lambda: Limit(x, x, 0, dir=0))
    raises(ValueError, lambda: Limit(x, x, 0, dir='0'))


def test_polynomial():
    assert limit((x + 1)**1000/((x + 1)**1000 + 1), x, oo) == 1
    assert limit((x + 1)**1000/((x + 1)**1000 + 1), x, -oo) == 1


def test_rational():
    assert limit(1/y - (1/(y + x) + x/(y + x)/y)/z, x, oo) == (z - 1)/(y*z)
    assert limit(1/y - (1/(y + x) + x/(y + x)/y)/z, x, -oo) == (z - 1)/(y*z)


def test_issue_2641():
    assert limit(log(x)/z - log(2*x)/z, x, 0) == -log(2)/z


def test_issue_3267():
    n = Symbol('n', integer=True, positive=True)
    r = (n + 1)*x**(n + 1)/(x**(n + 1) - 1) - x/(x - 1)
    assert limit(r, x, 1).simplify() == n/2


def test_factorial():
    from sympy import factorial, E
    f = factorial(x)
    assert limit(f, x, oo) == oo
    assert limit(x/f, x, oo) == 0
    # see Stirling's approximation:
    # http://en.wikipedia.org/wiki/Stirling's_approximation
    assert limit(f/(sqrt(2*pi*x)*(x/E)**x), x, oo) == 1
    assert limit(f, x, -oo) == factorial(-oo)
    assert limit(f, x, x**2) == factorial(x**2)
    assert limit(f, x, -x**2) == factorial(-x**2)


def test_issue_3461():
    e = 5*x**3/4 - 3*x/4 + (y*(3*x**2/2 - S(1)/2) + \
        35*x**4/8 - 15*x**2/4 + S(3)/8)/(2*(y + 1))
    assert limit(e, y, oo) == (5*x**3 + 3*x**2 - 3*x - 1)/4


def test_issue_2641():
    assert limit(log(x)*z - log(2*x)*y, x, 0) == oo*sign(y - z)


def test_issue_2073():
    n = Symbol('n')
    r = Symbol('r', positive=True)
    c = Symbol('c')
    p = Symbol('p', positive=True)
    m = Symbol('m', negative=True)
    expr = ((2*n*(n - r + 1)/(n + r*(n - r + 1)))**c + \
        (r - 1)*(n*(n - r + 2)/(n + r*(n - r + 1)))**c - n)/(n**c - n)
    expr = expr.subs(c, c + 1)
    raises(NotImplementedError, lambda: limit(expr, n, oo))
    assert limit(expr.subs(c, m), n, oo) == 1
    assert limit(expr.subs(c, p), n, oo).simplify() == \
        (2**(p + 1) + r - 1)/(r + 1)**(p + 1)


def test_issue_3989():
    a = Symbol('a')
    assert limit(sqrt(x/(x + a)), x, oo) == 1


def test_issue_3265():
    a = Symbol('a')
    e = z/(1 - sqrt(1 + z)*sin(a)**2 - sqrt(1 - z)*cos(a)**2)
    assert limit(e, z, 0).simplify() == 2/cos(2*a)