jobs/search-term-data-validation-v2/search_term_data_validation_v2/data_validation.py [194:207]:
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        )

    if "finished_at" not in validation_data.columns.values:
        raise Exception("dataframe must include a finished_at column.")

    if metric not in validation_data.columns.values:
        raise Exception(f'dataframe does not include target metric "{metric}"')

    today = date.today()
    latest_finished_at = max(validation_data["finished_at"])

    test_earliest_date = today - timedelta(days=test_window)

    comparison_earliest_date = test_earliest_date - timedelta(days=full_lookback_window)
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jobs/search-term-data-validation-v2/search_term_data_validation_v2/data_validation.py [280:292]:
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        )

    if "finished_at" not in validation_data.columns.values:
        raise Exception("dataframe must include a finished_at column.")

    if metric not in validation_data.columns.values:
        raise Exception(f'dataframe does not include target metric "{metric}"')

    today = date.today()
    latest_finished_at = max(validation_data["finished_at"])

    test_earliest_date = today - timedelta(days=test_window)
    comparison_earliest_date = test_earliest_date - timedelta(days=full_lookback_window)
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