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Tests

Overview

The package uses the testthat framework for unit testing and as a test runner. Any contribution to the code of the package must include tests that conform to the style of existing testing.

Coverage

Complete and high test coverage is a priority and goal in the package to ensure a stable and reliable user experience. We use covr for computing and tracking test coverage. covr results are uploaded to codecov and automatic through github actions, see https://github.com/openaq/openaq-r/blob/main/.github/workflows/test-coverage.yaml.

Mocking

Fixtures

YML test fixures are generated using vcr and based off a local deployment of the OpenAQ database and OpenAQ API instead of the live hosted instance. This is to provide a reproduceable and predictable test cases.

JSON test fixtures are generated by JSON schema faker based on JSON schemas derived from the OpenAQ API Pydantic models.