unittest
To use Captain with unittest, you need to configure your test suite to output test results to a file and then tell Captain where to find those test results.
Getting Started
unittest does not natively produce a test results artifact that Captain can parse. To integrate, you'll need to install and configure the unittest-xml-reporting test runner. For details on its usage, refer to their README where they have details on Django support and command line usage.
Once you have unittest-xml-reporting installed and configured, configure Captain by creating a .captain/config.yml file in the root directory of your repository:
For additional configuration options, see the reference for the configuration file.
test-suites:
your-project-unittest:
command: python -m xmlrunner -o tmp
results:
language: Python
framework: unittest
path: tmp/*.xml
You can change your-project-unittest to any name you like, but we typically recommend using the name of your project followed by a dash followed by unittest.
The command is the command you already use to run your test suite. Captain will invoke this command to run your tests. The example above shows what you might use if you use python -m xmlrunner and want to store test results in tmp.
Once Captain is configured, you can run captain run your-project-unittest --print-summary. If you see your typical test output followed by a captain block like this:
--------------------------------------------------------------------------------
----------------------------------- Captain ------------------------------------
--------------------------------------------------------------------------------
then you've configured everything correctly! You can now supercharge your test framework's capabilities. See below for configuring each of Captain's features.
Identifying Tests
Captain uses framework specific "identity recipes" to identify the tests in your suite. These recipes are order dependent components extracted from native test framework output.
We use this identity to track the executions of a test over the course of their lifetime in your suite. This enables us to do things like flake detection, quarantining, and retries.
For unittest, Captain constructs the identity by parsing out the file and description attributes.
Quarantining Tests
Captain makes managing flaky tests easier than ever. When a test is identified as flaky, you can quarantine the test without modifying it, so that if only those tests fail, Captain reports a success with a 0 exit code. Unlike skipped tests, quarantined tests will continue to run, so you can still view their failure messages and see how frequently they are failing.
If you're using Captain Cloud or RWX, you can quarantine tests directly from the web interface instead of managing quarantined tests in your repository, so no code commit is required. Metrics are built-in to help you monitor how frequently your quarantines are being applied.
You can quarantine tests in OSS mode with captain add quarantine like so:
captain add quarantine your-project-unittest \
--file test.py \
--description "test.TestFunctions.test_truth"
See the OSS quarantining guide for more information on managing quarantined tests in OSS mode.
Retrying Tests
You can configure Captain to automatically retry failed tests to help you determine if failing tests are flaky or are genuinely failing. To configure retries, update your .captain/config.yml file like so:
test-suites:
your-project-unittest:
command: python -m xmlrunner -o tmp
results:
language: Python
framework: unittest
path: tmp/*.xml
output:
print-summary: true
retries:
attempts: 2
command: python -m xmlrunner -o tmp {{ tests }}
Once configured, Captain will invoke your original test command, check for any failures, and retry your tests however many times you've specified (in this example, two additional times) by templating the failures into the command specified by retries.command. The output.print-summary option is not required, but we've added it for convenience in understanding the overall results after the retries have been factored in.
Retries work with quarantining enabled, so feel free to use them together. Tests will be retried according to the configuration; if they fail after exhausting all attempts, quarantines will be applied to the remaining failures.
Partitioning
Captain can optimally partition your test suite's files into multiple groups for execution on multiple CI nodes. Captain tracks your test file runtime so that it can balance each partition.
Configure partitioning in .captain/config.yml:
test-suites:
your-project-unittest:
command: python -m xmlrunner -o tmp
results:
language: Python
framework: unittest
path: tmp/*.xml
output:
print-summary: true
partition:
command: python -m xmlrunner -o tmp {{ testFiles }}
globs:
- test/**/test_*.py
Captain will fill in the testFiles placeholder of your partition.command with the files resulting from expanding your configured partition.globs.
Then partition across your CI provider's parallel jobs:
# .rwx/ci.yml
tasks:
- key: code
call: git/clone 2.0.7
- key: python
call: python/install 1.4.4
with:
python-version: '3.12'
- key: deps
use: [code, python]
run: pip install -r requirements.txt
- key: captain
call: rwx/install-captain 1.1.6
- key: unittest
use: [deps, captain]
parallel: 8
run: captain run your-project-unittest
To verify your config before wiring it into CI, run
captain run your-project-unittest --partition-index 0 --partition-total 8 locally and compare the test count to an unpartitioned run.