cerebrium 1.31.0

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Cerebrium CLI

Cerebrium is the Python package built for use with the Cerebrium platform, which allows you to deploy your machine learning models as a REST API with a single line of code.

For usage consult the documentation. The repo for the documentation can be found here.

Releases

The CLI follows semver. Commits should be tagged accordingly:

allowed_types = [ "build", "chore", "ci", "docs", "feat", "fix", "perf", "style", "refactor", "test" ] minor_types = ["feat"] patch_types = ["fix", "perf"]

Testing:

Testing in this repository is performed using pytest.

All tests for the cli-package are located in tests/ in the root directory of this repository.

To run tests, run the following command in the root directory:

1. export PYTHONPATH="${PYTHONPATH}:${pwd}"
2. poetry run pytest tests/unit

This will run all tests in the tests/ directory.

Notes:

• If you want to run a specific test, you can do so by providing the path to the test file as an argument to pytest. For example, to run the test in tests/unit/test_cli.py, you can run the following command:

poetry run pytest tests/unit/test_cli.py

• If you would like to see all printed output from the tests, you can add the -s flag to the pytest command. For example:

poetry run pytest -s tests/unit/test_cli.py

• When writing tests:
  • Ensure there are at least one positive and one negative test.
  • Please ensure that the test is isolated from the rest of the system. This means that the test should not rely on any external resources or the state of the system.
  • All CLI tests should be run-able in a temporary directory and there should be no side effects.

How to run locally

poetry install
poetry shell
export CEREBRIUM_ENV=dev
which cerebrium

this should point to cerebrium-cli/.venv/bin/cerebrium

How to run PyRight Linter

poetry run pyright