Usage

Look at the modules API documentation at audeer to find usage examples for all available functions.

The following code example applies multi-threading with audeer.run_tasks() to estimate Pi with a Monte Carlo method.

import random

import audeer


NUM_SAMPLES = int(1e6)


def is_inside(p):
    x, y = random.random(), random.random()
    return x * x + y * y < 1


def main():
    inside_samples = audeer.run_tasks(
        is_inside,
        [([n], {}) for n in range(0, NUM_SAMPLES)],
        num_workers=4,
        progress_bar=True,
    )
    pi = 4.0 * sum(inside_samples) / NUM_SAMPLES
    print(f"Pi is roughly {pi}")


if __name__ == "__main__":
    main()