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How Can I Display a Progress Bar in Python Using tqdm?

Mary-Kate Olsen
Release: 2024-12-01 12:18:17
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How Can I Display a Progress Bar in Python Using tqdm?

Displaying a Progress Bar with Python's tqdm

When executing time-consuming tasks in Python, it can be beneficial to display a progress bar to provide real-time feedback to the user. One popular and effective solution is the tqdm library.

Using tqdm

To incorporate a progress bar into your script, follow these steps:


  1. Install tqdm using one of the following commands:

    • Conda: conda install tqdm

    • Pip: pip install tqdm


  2. Import tqdm:
  3. from tqdm import tqdm
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  4. Wrap your loop in a tqdm object:
  5. for i in tqdm(range(10)):
        # Do something time-consuming...
        time.sleep(1)
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    This will display a progress bar that updates in real-time as the loop iterates. You can also customize the progress bar's appearance and functionality by modifying the tqdm arguments, such as desc for a custom description and bar_format for specifying the progress bar's formatting.

    Additional Features

    tqdm also offers several additional features:

    • A notebook version (tqdm.notebook) that displays progress bars within Jupyter notebooks.
    • Helper functions to enumerate, map, and zip with progress bars.
    • Concurrent maps that allow for multi-threaded processing with progress updates.
    • Integrations with mobile messaging platforms like Telegram and Discord to receive progress updates on your phone.

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