# multithreading
> A python module for creating multithreading processes easily, in a more Pythonic way.
## Installation
```
pip install python-multithreading
```
## example
```python
import time
from multithreading import Caller, multi_threaded_call
def slow_function(number: int, delay: float) -> dict[str, int | float]:
for i in range(number):
time.sleep(delay)
return dict(number=number, delay=delay)
CALLS = 50
DELAY = 0.01
NUMBER = 100
callers = [
Caller(
target=slow_function,
kwargs=dict(delay=DELAY, number=NUMBER)
) for _ in range(CALLS)
]
s = time.time()
multi_threaded_call(callers)
e = time.time()
print("multi-threading: ", e - s)
s = e
all(slow_function(*caller.args, **caller.kwargs) for caller in callers)
e = time.time()
print("single-threading: ", e - s)
```
output
```
multi-threading: 1.0473840236663818
single-threading: 52.53497314453125
```
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