typesafe_parmap
pip install pip install typesafe-parmap
Run functions in parallel safely with typesafe parmap!
Features
Easy run different functions in parallel!
from typesafe_parmap import par_map_2
import time
from concurrent.futures import ThreadPoolExecutor
tp = ThreadPoolExecutor(5)
def long_running_int(param: int) -> int:
time.sleep(5) # long IO task here
return 123
def long_running_str(param: str) -> str:
time.sleep(5) # long IO task here
return "hello world"
int_result, str_result = par_map_2(
lambda: long_running_int(5),
lambda: long_running_str("test"),
executor=tp)
assert int_result == 123, str_result == "hello world" # should finish in 5 seconds
Function return types are inferred correctly by mypy / pycharm!
reveal_type(int_result) # mypy infers int
reveal_type(str_result) # mypy infers str
Got more than two functions to run? We got you covered..
from typesafe_parmap import par_map_3
... all the way to par_map_22!
36 Dec 14, 2022
6 Sep 9, 2021
42 Dec 17, 2022
79 Nov 15, 2022
14 Oct 14, 2022
12 Dec 12, 2022
11 May 22, 2022
2 Dec 5, 2021
1 Nov 17, 2021
6 Aug 10, 2022
2 Mar 03, 2022
3 Jun 06, 2021
23 Nov 04, 2022
12 Sep 07, 2022
7 Oct 06, 2022
19 Oct 20, 2022
8 Mar 30, 2022
223 Dec 24, 2022
575 Jan 05, 2023
8 Jan 05, 2023
1 Dec 09, 2021
8 Nov 01, 2021
26 Dec 27, 2022
5 Oct 21, 2022
105 Dec 22, 2022