Yes, a function with multiple input parameters can use the Python multiprocessing pool with only a single iterable.
In this case, the iterable would contain tuples of the input parameters for each function call. For example, suppose we have a function add
that takes two arguments x
and y
and returns their sum:
def add(x, y):
return x + y
We can use the multiprocessing pool with a single iterable as follows:
import multiprocessing
# create a list of tuples of input parameters
inputs = [(1, 2), (3, 4), (5, 6)]
# create a multiprocessing pool with 2 processes
pool = multiprocessing.Pool(2)
# apply the function to the iterable of input parameters
results = pool.starmap(add, inputs)
# print the results
print(results) # Output: [3, 7, 11]
In this example, we create a list of tuples inputs
that contains the input parameters for each function call. We then create a multiprocessing pool with 2 processes and use the starmap
method to apply the add
function to the iterable inputs
. The starmap
method will automatically unpack each tuple and pass its elements as separate arguments to the add
function. Finally, we print the results of the function calls.
Asked: 2023-05-21 09:09:16 +0000
Seen: 10 times
Last updated: May 21 '23