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

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2024-05-03 04:18:51 +03:00
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