Evaluate sympy expression from an array of values

Question

I\'m experimenting with sympy and I\'ve hit upon an issue I can\'t work out.

Using scipy I can write an expression and evaluate it for an array of x values as follow

Answer 1

Or you can do it via numpy.vectorize. I am using x, g, and xvals from the question body.

scalar_func = lambda xx: float(g.evalf(subs={x: xx}))
vector_func = numpy.vectorize(scalar_func)
vector_func(xvals) # returns a numpy array [10000.0, 9980.01, 9960.04, ...]