covers 0.0.2.dev202511082138

Near Zero-Overhead Python Code Coverage

Covers: Near Zero-Overhead Python Code Coverage

Covers is a fast Python code coverage tool, originally based on SlipCover. This version has been re-written as a Rust / PyO3 extension for improved performance and maintainability.

About Covers

Covers is a fast code coverage tool. It tracks a Python program as it runs and reports on the parts that executed and those that didn't. That can help guide your testing (showing code that isn't being tested), debugging, fuzzing or to find "dead" code.

Past code coverage tools can make programs significantly slower; it is not uncommon for them to take twice as long to execute. Covers aims to provide the same information with near-zero overhead, often almost as fast as running the original Python program.

How it works

Previous coverage tools like Coverage.py rely on Python's tracing facilities, which add significant overhead. Instead, Covers uses the new sys.monitoring API to collect coverage information with minimal performance impact. The core data collection is implemented in Rust for maximum efficiency.

Getting started

Covers is available from PyPI. You can install it like any other Python module with

pip3 install covers

You could then run your Python script with:

python3 -m covers myscript.py

Using it with a test harness

Covers can also execute a Python module, as in:

python3 -m covers -m pytest -x -v

which starts pytest, passing it any options (-x -v in this example) after the module name. No plug-in is required for pytest.

Platforms

Our GitHub workflows run the automated test suite on Linux, MacOS and Windows, but really it should work anywhere where CPython does.

Contributing

Covers is under active development; contributions are welcome! Please also feel free to create a new issue with any suggestions or issues you may encounter.