pytest-replay 1.7.1

Features

This plugin helps to reproduce random or flaky behavior when running tests with xdist. pytest-xdist executes tests in a non-predictable order, making it hard to reproduce a behavior seen in CI locally because there’s no convenient way to track which test executed in which worker.

This plugin records the executed node ids by each worker in the directory given by --replay-record-dir=<dir> flag, and a --replay=<file> can be used to re-run the tests from a previous run. For example:

$ pytest -n auto --replay-record-dir=build/tests/replay

This will generate files with each line being a json with the following content: node identification, start time, end time and outcome. It is interesting to note that usually the node id is repeated twice, that is necessary in case of a test suddenly crashes we will still have the record of that test started. After the test finishes, pytest-replay will add another json line with the complete information. That is also useful to analyze concurrent tests which might have some kind of race condition and interfere in each other.

For example worker gw1 will generate a file .pytest-replay-gw1.txt with contents like this:

{"nodeid": "test_foo.py::test[1]", "start": 0.000}
{"nodeid": "test_foo.py::test[1]", "start": 0.000, "finish": 1.5, "outcome": "passed"}
{"nodeid": "test_foo.py::test[3]", "start": 1.5}
{"nodeid": "test_foo.py::test[3]", "start": 1.5, "finish": 2.5, "outcome": "passed"}
{"nodeid": "test_foo.py::test[5]", "start": 2.5}
{"nodeid": "test_foo.py::test[5]", "start": 2.5, "finish": 3.5, "outcome": "passed"}
{"nodeid": "test_foo.py::test[7]", "start": 3.5}
{"nodeid": "test_foo.py::test[7]", "start": 3.5, "finish": 4.5, "outcome": "passed"}
{"nodeid": "test_foo.py::test[8]", "start": 4.5}
{"nodeid": "test_foo.py::test[8]", "start": 4.5, "finish": 5.5, "outcome": "passed"}

If there is a crash or a flaky failure in the tests of the worker gw1, one can take that file from the CI server and execute the tests in the same order with:

$ pytest --replay=.pytest-replay-gw1.txt

Hopefully this will make it easier to reproduce the problem and fix it.

Replaying Multiple Files in Parallel

Version added: 1.7

When you have multiple replay files from a distributed test run (such as .pytest-replay-gw0.txt, .pytest-replay-gw1.txt), you can replay them all at once in parallel with pytest-xdist installed. This is useful when you want to reproduce the exact execution environment that occurred during a CI run with multiple workers.

Simply pass multiple replay files to the --replay option:

$ pytest --replay .pytest-replay-gw0.txt .pytest-replay-gw1.txt

pytest-replay will automatically:

• Configure pytest-xdist with the appropriate number of workers (one per replay file)

• Assign each replay file to a dedicated worker using xdist groups

• Execute tests in parallel while maintaining the order within each replay file

Note: Multiple replay files require pytest-xdist to be installed. If you try to use multiple files without xdist, pytest-replay will show an error message.

Important: When using multiple replay files, you cannot manually specify xdist options like -n, --dist, --numprocesses, or --maxprocesses, as these are automatically configured based on the number of replay files provided.

Additional metadata

Version added: 1.6

In cases where it is necessary to add new metadata to the replay file to make the test reproducible, pytest-replay provides a fixture called replay_metadata that allows new information to be added using the metadata attribute.

Example:

import pytest
import numpy as np
import random

@pytest.fixture
def rng(replay_metadata):
    seed = replay_metadata.metadata.setdefault("seed", random.randint(0, 100))
    return np.random.default_rng(seed=seed)

def test_random(rng):
    data = rng.standard_normal((100, 100))
    assert data.shape == (100, 100)

When using it with pytest-replay it generates a replay file similar to

{"nodeid": "test_bar.py::test_random", "start": 0.000}
{"nodeid": "test_bar.py::test_random", "start": 0.000, "finish": 1.5, "outcome": "passed", "metadata": {"seed": 12}}

Installation

You can install pytest-replay via pip from PyPI:

$ pip install pytest-replay

Or with conda:

$ conda install -c conda-forge pytest-replay

Contributing

Contributions are very welcome.

Tests can be run with tox if you are using a native Python installation.

To run tests with conda, first create a virtual environment and execute tests from there (conda with Python 3.5+ in the root environment):

$ python -m venv .env
$ .env\scripts\activate
$ pip install -e . pytest-xdist
$ pytest tests

License

Distributed under the terms of the MIT license.

Issues

If you encounter any problems, please file an issue along with a detailed description.