throngtest 0.0.1

Run pytest test subsets in throng isolates. Throngtest is an independent pytest plugin: it has its own options and does not depend on pytest-xdist or implement xdist's flags or fixtures.

pip install throngtest
pytest
pytest --throngtest-distribution=files
pytest --isolates=2 --throngtest-backend=local

Installing the plugin enables distribution into up to four isolates by default. Use --isolates=0 to disable it and run ordinary pytest. Python 3.8+ and pytest 8.3.5–9.x are supported.

Configuration

All throngtest settings are loaded, converted and validated through skelet. Sources have this precedence:

1. Explicit --throngtest-* arguments, including arguments supplied by pytest's addopts or PYTEST_ADDOPTS.
2. Environment variables with the THRONGTEST_ prefix.
3. [tool.throngtest] in pyproject.toml at pytest's rootdir.
4. Defaults.

[tool.throngtest]
workers = 4
check_fingerprints = false
backend = "temporary_directory"
distribution = "files"
preparation = ["python scripts/prepare.py", "python scripts/seed_test_data.py"]

THRONGTEST_WORKERS=4 pytest
pytest --isolates=2 --throngtest-exclude='[".git/", ".venv/", "large-data/"]'

The default exclusions are .git/, .venv/, venv/, __pycache__/, .pytest_cache/, .mypy_cache/, .ruff_cache/, build/, dist/, and mutants/. An explicit exclusion list replaces the defaults. Patterns are interpreted by throng. Configurations are read afresh for each pytest session.

Fingerprint checks are disabled by default. Enable them with --throngtest-check-fingerprints, THRONGTEST_CHECK_FINGERPRINTS=true, or check_fingerprints = true in [tool.throngtest]. Use --throngtest-no-check-fingerprints to override an enabled setting from the environment or TOML. Both CLI flags take no value; if both are supplied, the last flag wins. The environment accepts true/false; TOML uses booleans.

Isolate preparation

Use preparation to generate files, install dependencies, or otherwise prepare each isolate before its pytest process starts:

pytest --throngtest-preparation='["python scripts/prepare.py"]'
THRONGTEST_PREPARATION='["python scripts/prepare.py"]' pytest

Commands run in the listed order through isolate.run, in the same isolate as the tests. With the built-in backends they start at the project root, even when pytest is invoked from a subdirectory. Each call starts a separate process: file changes persist, but cd, export, and shell activation do not carry over to later commands or pytest. To select a prepared interpreter, set python to its executable path. Command syntax follows the chosen throng backend.

A nonzero command exit code stops preparation of that isolate and prevents its tests from starting. The controller cancels outstanding work, cleans up the isolates, and exits with code 3, reporting the failed command, its exit code, and preparation output. Other isolates may already have started their tests. Successful preparation output is forwarded with the isolate's test results.

An explicit list replaces the lower-priority list; [] disables preparation. No preparation runs with workers = 0, --collect-only, or an empty test selection. The controller collects tests before creating isolates, so its environment must already support that initial collection. Preparation runs before collection inside each worker, not before controller collection.

Coverage

Throngtest includes two coverage agents, for coverage run -m pytest and pytest --cov. They are pristan plugins in the throngtest.coverage slot. Only agents whose coverage tool is active participate in a run. Coverage tools are optional dependencies; install the one you intend to use in the controller and in every isolate.

coverage run -m pytest --isolates=4
coverage combine
coverage report -m

pytest --isolates=4 --cov=your_package

Each isolate saves its coverage database under a unique name. After its pytest process exits, throngtest runs another command in the same isolate, serializes the database into command output, and reconstructs it on the controller. Source paths inside copied projects are mapped back to the controller's project path. The transport requires no shared filesystem, including with throng backends that run on remote machines. With pytest-cov, the final report includes the transferred data automatically. With coverage run, combine the data before reporting, as shown above. A COVERAGE_FILE path shared with isolates is not required.

Third-party agents can register a function returning a CoverageAgent subclass with @coverage_agents.plugin(unique=True) and expose that registration module through a throngtest.coverage entry point. Every active registered agent is started in each isolate and has its coverage data returned to the controller. An agent implements active(config), start_worker(marker, configuration, root), and stop_worker(). It can override configuration(root) to send JSON-safe settings, pytest_arguments() to adjust worker options, and data_file() to name its coverage database. root is the project root on the corresponding machine.

Subprocesses created inside a test still need subprocess coverage support from the chosen coverage tool. On remote machines, its Python environment also needs the agent package installed.

Distribution and execution

The controller collects and selects tests using pytest. It partitions the result into at most workers nonempty subsets. In tests mode, tests are assigned in round-robin order. In files mode, larger files are assigned first to the least populated subset, using test counts as the size estimate. Original collection order is preserved within each subset. Durations are not predicted and work is not reassigned between subsets.

Each subset gets one isolate from a single throng manager. A service thread waits for its synchronous command; test functions themselves execute in pytest inside the isolate. Every worker independently collects and partitions tests. The number of partitions is limited to the number of isolates actually started. With check_fingerprints = false (the default), the collections are not compared with the controller, and reports retain the identifiers collected inside each isolate. Report completeness is still validated against that isolate's assigned subset, including fail-fast handling. Empty subsets are allowed; if no isolate executes any tests, the overall run returns pytest's exit code 5.

Without fingerprint checks, differences in collection order or contents between isolates can cause tests to be omitted or executed more than once. Enable check_fingerprints when you need to reject these differences before execution. With checks enabled, each worker compares its ordered collection fingerprint before running tests. A collection mismatch first lists possible causes to check: file changes or exclusions, preparation, environment-dependent parametrization, unstable ordering, different selection settings or plugins, and absolute paths in parameter IDs that change when the project is copied. These are diagnostic suggestions, not an automatic determination of the cause. It then reports both selected-test counts and a unified diff of the ordered test identifiers (- for the controller, + for the isolate). The diff includes parameter IDs, preserves duplicates, and is limited to 100 lines with an explicit truncation notice for larger differences.

The built-in backends have different guarantees:

• temporary_directory copies the project into a separate temporary directory for each isolate and removes it after execution. Commands in different isolates can run concurrently.
• local executes in the original project directory. Its isolates use separate command processes, but throng 0.0.3 serializes commands belonging to one local manager. Project file changes are visible to other subsets and remain after the run.

Throng determines isolation and available concurrency. Throngtest does not bypass a manager's synchronization. Without nested xdist, a session fixture runs once per isolate; module and class fixtures may also be instantiated in multiple isolates in tests mode. Use files to keep a file's fixtures and tests together.

Optional cooperation with pytest-xdist

Throngtest does not depend on, install, or enable pytest-xdist. Users who want both levels of distribution install and configure xdist separately:

python -m pip install pytest-xdist
pytest --isolates=2 -n 4 --dist=load

Throngtest partitions the tests between up to two isolates. Each isolate runs its preparation once, then starts its own xdist controller with four local workers. Xdist distributes only that isolate's subset. The example can execute up to eight tests concurrently with temporary_directory; the local backend still serializes isolate commands. Processes belonging to the same isolate share its prepared filesystem. A session fixture runs once per xdist worker.

-n, --numprocesses, --dist, and other xdist options belong to xdist and retain its parsing and configuration through CLI, pytest addopts, and PYTEST_ADDOPTS. Throngtest adds no xdist settings or aliases. Without an enabled xdist run, execution stays sequential within each isolate. -n 0 disables inner distribution; --isolates=0 leaves standalone xdist in control. -n auto is resolved independently in each isolate and is not a global process budget. Xdist's worker_id values, such as gw0, are local to each isolate.

The supported schedulers are load, loadfile, loadscope, loadgroup, and worksteal. Their grouping guarantees apply within each assigned subset. For example, use --throngtest-distribution=files --dist=loadfile to keep a file together at both levels. Xdist groups do not combine tests from different isolates. --dist=each is rejected because it intentionally repeats tests. Explicit --tx/--px execution environments and --looponfail are unsupported; inner workers must be local to the isolate and configured with -n.

Xdist still checks collection consistency between its own workers even when throngtest's check_fingerprints is disabled. Throngtest accepts interleaved results and validates completed executions, including duplicate node IDs, fail-fast stops, and xdist worker crashes. Xdist's worker restart settings are respected, and crash reports reach the combined terminal and JUnit output. Xdist's usual limitations also apply, including its lack of live stdout forwarding with -s. Captured output on failures is retained.

Results and failures

Workers return JSON reports through the command's stdout. No shared report directory, network listener, or pickle transport is required. Third-party throng backends must provide stdout and a process return code. The selected interpreter must have throngtest, pytest, the project's dependencies, and required pytest plugins available by the end of preparation. Throngtest only installs packages when explicitly instructed through preparation commands. For a remote backend, set --throngtest-python to an interpreter available in the isolate, such as python; its default is the controller's absolute sys.executable path, which is usually absent on a remote machine.

The controller replays pytest reports, preserving assertion explanations, captured output, skip/xfail/xpass results, setup/teardown failures, durations, and test properties. --junitxml produces one aggregate report. Runtime warnings are forwarded with their original category name in the message. -s output is forwarded after its subset completes. Reports are buffered per subset; there is no live per-test progress from a running isolate.

-k, -m, explicit node IDs, parametrization, conftest fixtures, --collect-only, and --continue-on-collection-errors are supported. Empty collections retain pytest's exit code 5. Isolate process crashes, missing interpreters, collection mismatches with fingerprint checks enabled, and incomplete report payloads fail with exit code 3. A reported worker interrupt propagates exit code 2.

-x and --maxfail apply within each worker and to the aggregate reports. Once the controller observes the limit, it cancels outstanding commands through throng's cancellation token and cleans up isolates. Other subsets may already have executed additional tests. Cancellation responsiveness depends on the backend; throng's isolate creation itself does not accept a cancellation token.

The plugin rejects interactive --pdb, cache-based selection (--lf, --ff, --nf), and --stepwise. Other plugins must be importable in each worker, for example via installation, -p, or conftest; programmatically injected plugin objects cannot be transported. Plugins that implement custom test protocols, reruns, or their own output artifacts need separate compatibility work. The built-in throng backends reuse the interpreter environment; temporary file copies are not container or virtual-environment isolation.

Development

python -m pip install -r requirements_dev.txt -e .
python -m pytest --isolates=0
ruff check throngtest tests
mypy --strict --disallow-any-decorated --disallow-any-explicit \
  --disallow-any-expr --disallow-any-generics --disallow-any-unimported \
  --disallow-subclassing-any --warn-return-any throngtest
mypy tests

The outer test session disables distribution; integration tests launch their own pytest sessions to exercise throngtest, including its default settings. The test suite includes actual subprocess runs through both built-in throng plugins, trace checks of their isolate APIs, complete/disjoint distribution, concurrency barriers, configuration precedence, preparation, native reports, cancellation, cleanup, and fault injection at the protocol/backend boundaries. The existing CI also checks statement and branch coverage across Python and OS versions. The CI workflow uses a startup hook to measure its own local subprocesses. Integration tests also verify that the coverage agents transfer data from temporary isolates, including when pytest-xdist runs inside them.