Is there a built-in product() in Python? [duplicat

问题:

This question already has an answer here:

• What's the function like sum() but for multiplication? product()? 7 answers

I've been looking through a tutorial and book but I can find no mention of a built in product function i.e. of the same type as sum(), but I could not find anything such as prod().

Is the only way I could find the product of items in a list by importing the mul() operator?

回答1:

Pronouncement

Yes, that's right. Guido rejected the idea for a built-in prod() function because he thought it was rarely needed.

Alternative with reduce()

As you suggested, it is not hard to make your own using reduce() and operator.mul():

def prod(iterable):
    return reduce(operator.mul, iterable, 1)

>>> prod(range(1, 5))
24

In Python 3, the reduce() function was moved to the functools module, so you would need to add:

from functools import reduce

Specific case: Factorials

As a side note, the primary motivating use case for prod() is to compute factorials. We already have support for that in the math module:

>>> import math

>>> math.factorial(10)
3628800

Alternative with logarithms

If your data consists of floats, you can compute a product using sum() with exponents and logarithms:

>>> from math import log, exp

>>> data = [1.2, 1.5, 2.5, 0.9, 14.2, 3.8]
>>> exp(sum(map(log, data)))
218.53799999999993

>>> 1.2 * 1.5 * 2.5 * 0.9 * 14.2 * 3.8
218.53799999999998

回答2:

There is no product in Python, but you can define it as

def product(iterable):
    return reduce(operator.mul, iterable, 1)

Or, if you have NumPy, use numpy.product.

回答3:

Since the reduce() function has been moved to the module functools python 3.0, you have to take a different approach.

You can use functools.reduce() to access the function:

product = functools.reduce(operator.mul, iterable, 1)

Or, if you want to follow the spirit of the python-team (which removed reduce() because they think for would be more readable), do it with a loop:

product = 1
for x in iterable:
    product *= x

回答4:

from numpy import multiply, product
list1 = [2,2,2]
list2 = [2,2,2]
mult = 3
prod_of_lists = multiply(list1,list2)
>>>[4,4,4]
prod_of_list_by_mult = multiply(list1,mult)
>>>[6,6,6]
prod_of_single_array = product(list1)
>>>8

numpy has many really cool functions for lists!