tqdm_batch

Batch processing using joblib including tqdm progress bars

Add batch processing to joblib, including tqdm progress bars.

Install

pip install tqdm_batch

Usage

Process a list of items using a function.

from tqdm_batch import batch_process
import random
import time

def batch_process_function(row, some_var):
    time.sleep(0.01)
    return row + random.randint(0, some_var)

N = 1_000
items = range(N)

result = batch_process(
    items,
    batch_process_function,
    some_var=42,
    n_workers=6,
    sep_progress=True,
)