Using sympy, you could evaluate mathematical expressions:
import sympy as sy
def myformula(formula, **kwargs):
expr = sy.sympify(formula)
return expr.evalf(subs=kwargs)
print(myformula(x=2,y=2,z=1,formula="x+2*y/z"))
# 6.00000000000000
print(myformula(x=2,y=2,z=1,formula="sin(x+y-z)"))
# 0.141120008059867
But note that sympy.sympify
does use eval
which makes it unsafe to apply to arbitrary user input
since strings can be composed to trick eval
into executing arbitrary Python code.
A safer alternative is to build a parser to parse a strictly limited mathematical expressions. Here are a few examples