mirror of
https://github.com/microsoft/qlib.git
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61 lines
2.5 KiB
ReStructuredText
61 lines
2.5 KiB
ReStructuredText
.. _code_standard:
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=================================
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Code Standard
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=================================
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Docstring
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=================================
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Please use the `Numpydoc Style <https://stackoverflow.com/a/24385103>`_.
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Continuous Integration
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=================================
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Continuous Integration (CI) tools help you stick to the quality standards by running tests every time you push a new commit and reporting the results to a pull request.
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When you submit a PR request, you can check whether your code passes the CI tests in the "check" section at the bottom of the web page.
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1. Qlib will check the code format with black. The PR will raise error if your code does not align to the standard of Qlib(e.g. a common error is the mixed use of space and tab).
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You can fix the bug by inputing the following code in the command line.
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.. code-block:: bash
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pip install black
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python -m black . -l 120
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2. Qlib will check your code style pylint. The checking command is implemented in [github action workflow](https://github.com/microsoft/qlib/blob/0e8b94a552f1c457cfa6cd2c1bb3b87ebb3fb279/.github/workflows/test.yml#L66).
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Sometime pylint's restrictions are not that reasonable. You can ignore specific errors like this
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.. code-block:: python
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return -ICLoss()(pred, target, index) # pylint: disable=E1130
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3. Qlib will check your code style flake8. The checking command is implemented in [github action workflow](https://github.com/microsoft/qlib/blob/0e8b94a552f1c457cfa6cd2c1bb3b87ebb3fb279/.github/workflows/test.yml#L73).
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You can fix the bug by inputing the following code in the command line.
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.. code-block:: bash
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flake8 --ignore E501,F541,E402,F401,W503,E741,E266,E203,E302,E731,E262,F523,F821,F811,F841,E713,E265,W291,E712,E722,W293 qlib
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4. Qlib has integrated pre-commit, which will make it easier for developers to format their code.
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Just run the following two commands, and the code will be automatically formatted using black and flake8 when the git commit command is executed.
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.. code-block:: bash
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pip install -e .[dev]
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pre-commit install
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=================================
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Development Guidance
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=================================
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As a developer, you often want make changes to `Qlib` and hope it would reflect directly in your environment without reinstalling it. You can install `Qlib` in editable mode with following command.
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The `[dev]` option will help you to install some related packages when developing `Qlib` (e.g. pytest, sphinx)
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.. code-block:: bash
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pip install -e .[dev]
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