Evidence tier Source Confirmed · 9 captures on record
What the publisher says
As described on Microsoft Marketplace.
tqdm is a fast, lightweight, and extensible Python library that provides customizable progress bars for loops, iterators, and command-line applications. It is widely used in Python scripts, data processing pipelines, machine learning workflows, and automation tasks to visualize execution progress and estimate completion time.
Features of tqdm:
Show the rest of the publisher’s description (18 more lines)
- Displays real-time progress bars for Python loops and iterables.
- Provides estimated time remaining (ETA), processing speed, and completion percentage.
- Supports nested progress bars and multiple concurrent tasks.
- Works seamlessly with Python scripts, Jupyter Notebooks, pandas, Keras, and other popular libraries.
- Lightweight, easy to integrate, and suitable for Linux server environments.
tqdm Usage:
# Switch to root user
$ sudo su
# Navigate to the installation directory
$ cd /opt
# Activate tqdm virtual environment
$ source /opt/tqdm/venv/bin/activate
# Check tqdm version
$ python -m tqdm --version
# Alternatively, verify the installed version
$ python -c "import tqdm; print(tqdm.__version__)"
Note: Ensure the Python virtual environment is activated before using tqdm in your Python applications.
Disclaimer: tqdm is an open-source Python library distributed under the Mozilla Public License 2.0 (MPL-2.0). It is provided "as is" without any express or implied warranty. The developers and contributors are not responsible for any damages, data loss, or issues arising from its use. Users are responsible for maintaining their Python environment, managing dependencies, and following best practices when deploying tqdm in development or production environments.
Agent build and provenance
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Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment · as of 2026-08-29
Reconciled on 9/3/2026
Sources
Publisher resources
1 linkLinked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
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