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replace pickled tests with integration tests

Simon Mazenoux requested to merge add-integration-tests into dev

Add integration tests to validate that the upcoming code refactoring doesn't affect the analysis result.

This change allows multiple things:

  • Avoid using pickle for pd.DataFrame, which was stopping us from using pandas>2.
  • A change will now be clearer to understand for a reviewer, as the result is in plain text and not in a binary file.
Edited by Simon Mazenoux

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