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Testing Your Algorithm

If the algorithm template is generated using aiverify-plugin, a default test_e2e.py and test_algo.py are generated to be run with pytest. You should modify the test files and update according to your test requirements.

To run the tests, execute the following commands under the algorithm directory.

pytest .

Sample Test Data, Model and Ground Truth Files

You can use the sample test data and models files found here. As the algorithm inputs support reading of files from URL, you can pass in the URL of raw data files to be used in your tests.

Validating the Input Arguments

The algorithm's input argument(s) will be validated against the schema you have defined in input.schema.json. This is to ensure that the input argument(s) have the right format and data type.

Validating the Generated Output

After running the algorithm, the generated results will be validated against the schema you have defined in output.schema.json. This is to ensure that the generated results from the algorithm have the right format and data type.