petiepoo.py

def has_passed_spe(unit_validation_df):
    spe_tested = unit_validation_df['spe_ucn']
    last_spe_accepted = unit_validation_df['last_spe_accepted_by_algo']
    last_spe_days = unit_validation_df['days_since_last_spe']
    last_spe_recent = last_spe_days <= 120
    
    validation_conditions = {
        'spe_passed': spe_tested & unit_validation_df['SPE_accepted_by_algo'],
        'second_spe_passed': spe_tested & ~unit_validation_df['SPE_accepted_by_algo'] & unit_validation_df['second_spe_passed'],
        'not_past_due': ~unit_validation_df['last_spe_is_past_due'],
        'last_spe_passed_recent': ~spe_tested & last_spe_accepted & last_spe_recent,
        'second_spe_passed_recent': ~spe_tested & ~last_spe_accepted & unit_validation_df['second_spe_passed'] & last_spe_recent
    }

    for condition in validation_conditions.values():
        if condition.any():
            return True
    
    return False

valid_associated_spe = has_passed_spe(unit_validation_df)