ai-content-maker/.venv/Lib/site-packages/sympy/codegen/tests/test_scipy_nodes.py

45 lines
1.5 KiB
Python

from itertools import product
from sympy.core.power import Pow
from sympy.core.symbol import symbols
from sympy.functions.elementary.exponential import exp, log
from sympy.functions.elementary.trigonometric import cos
from sympy.core.numbers import pi
from sympy.codegen.scipy_nodes import cosm1, powm1
x, y, z = symbols('x y z')
def test_cosm1():
cm1_xy = cosm1(x*y)
ref_xy = cos(x*y) - 1
for wrt, deriv_order in product([x, y, z], range(3)):
assert (
cm1_xy.diff(wrt, deriv_order) -
ref_xy.diff(wrt, deriv_order)
).rewrite(cos).simplify() == 0
expr_minus2 = cosm1(pi)
assert expr_minus2.rewrite(cos) == -2
assert cosm1(3.14).simplify() == cosm1(3.14) # cannot simplify with 3.14
assert cosm1(pi/2).simplify() == -1
assert (1/cos(x) - 1 + cosm1(x)/cos(x)).simplify() == 0
def test_powm1():
cases = {
powm1(x, y): x**y - 1,
powm1(x*y, z): (x*y)**z - 1,
powm1(x, y*z): x**(y*z)-1,
powm1(x*y*z, x*y*z): (x*y*z)**(x*y*z)-1
}
for pm1_e, ref_e in cases.items():
for wrt, deriv_order in product([x, y, z], range(3)):
der = pm1_e.diff(wrt, deriv_order)
ref = ref_e.diff(wrt, deriv_order)
delta = (der - ref).rewrite(Pow)
assert delta.simplify() == 0
eulers_constant_m1 = powm1(x, 1/log(x))
assert eulers_constant_m1.rewrite(Pow) == exp(1) - 1
assert eulers_constant_m1.simplify() == exp(1) - 1