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Add tests using mocker to main.py #87

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Description

This PR adds tests to the main.py file using a mocker. The tests cover the data loading and preprocessing steps, as well as the model definition. The purpose of these tests is to ensure that the code in main.py is working as expected.

Summary of Changes

  • Created a new file named test_main.py in the src directory.
  • Imported the necessary modules at the top of the file, including pytest, mock, and the functions and classes from main.py that were tested.
  • Added test functions for the data loading and preprocessing steps. Used the mock.patch decorator to replace the DataLoader with a mock object. In the test functions, called the function that loads and preprocesses the data, and checked that the mock DataLoader was called with the correct arguments.
  • Added a test function for the model definition. Used the mock.patch decorator to replace the model with a mock object. In the test function, called the function that defines the model, and checked that the mock model was called with the correct arguments.
  • Added docstrings and comments to the test functions explaining what they are testing and how.

Please review and merge this PR to ensure the correctness of the code in main.py.

Fixes #10.


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sweep-nightly bot commented Oct 21, 2023

Rollback Files For Sweep

  • Rollback changes to src/test_main.py

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sweep-nightly bot commented Oct 21, 2023

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  • Apply: All docstrings and comments should be up to date.
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@sweep-nightly sweep-nightly bot added the sweep label Oct 21, 2023
@sweep-nightly sweep-nightly bot closed this Oct 21, 2023
@sweep-nightly sweep-nightly bot deleted the sweep/add-tests-using-mocker_12 branch October 21, 2023 21:58
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Sweep: add tests using mocker to main.py
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