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Testing

End-to-end Testing

The Cannlytics Website and API can be built in a Docker container for testing:

docker build . --tag gcr.io/cannlytics/cannlytics
gcloud auth configure-docker
docker push gcr.io/cannlytics/cannlytics

The cannlytics package can be installed locally for testing with:

pip install .

Finally, the app can be run locally with:

npm run app:web

Unit testing

Each algorithm has a suite of unit tests. In practice, you may not be able to test every case. Therefore, you may want to focus on

  • Null cases;
  • Range tests, e.g., positive/negative value tests;
  • Edge cases;
  • Failure cases;
  • Testing the paths most likely to execute most of the time.

Resources