utils.py

# We could probably combine set_type, set_operator_role_and_location, and set_eu_market_status into a single function that sets all project_variables
# We will have to add a couple other things to that function as well 

def set_operator_role_and_location(dispositive_variables, project_cc_yaml):
    operators = 0
    
    ai_system = project_cc_yaml['ai_system']['ai_system']['value']
    gpai_model = project_cc_yaml['gpai_model']['gpai_model']['value']

    for var in project_cc_yaml['operator_details']:
        if project_cc_yaml['operator_details'][f'{var}']['value'] == True:
            dispositive_variables['operator_details'][f'{var}'] = True
            operators += 1 
        
    if ai_system and gpai_model:
        dispositive_variables['msg'] = ("Your project cannot be both an AI system and a GPAI model. Please revise your Project CC accordingly.")
    if operators != 1:
        dispositive_variables['msg'] = ("Please specify exactly one operator role.")
    
    return dispositive_variables

def set_eu_market_status(dispositive_variables, project_cc_yaml):
    
    if project_cc_yaml['eu_market_status']['placed_on_market']['value']:
        dispositive_variables['eu_market_status']["placed_on_market"] = True
    if project_cc_yaml['eu_market_status']['put_into_service']['value']:
        dispositive_variables['eu_market_status']["put_into_service"] = True
        
    if project_cc_yaml['operator_details']['output_used']['value']:
        dispositive_variables['operator_details']["output_used"] = True
        
    return dispositive_variables


def check_within_scope_cc(project_cc_yaml):

    # Check that the person filling out the form (the operator) is in fact a provider;
    if project_cc_yaml['operator_details']['provider']['value']:        
        return True
    else:
        print("The initial versiton of the Compliance Cards System is for provider-side compliance analyses only.")
        return False

def check_within_scope_act(project_cc_yaml):

    # Check that the project is within the scope of the Act 
    
    ai_system = project_cc_yaml['ai_system']['ai_system']
    gpai_model = project_cc_yaml['gpai_model']['gpai_model']

    placed_on_market = project_cc_yaml['eu_market_status']['placed_on_market']
    put_into_service = project_cc_yaml['eu_market_status']['put_into_service']
    
    eu_located = project_cc_yaml['operator_details']['eu_located']
    output_used = project_cc_yaml['operator_details']['output_used']
    
    if not check_excepted(project_cc_yaml):
        if ((ai_system and (placed_on_market or put_into_service)) or (gpai_model and placed_on_market)):   # Article 2.1(a)
            return True
        if (ai_system and eu_located and output_used): # Article 2.1(c)
            return True
    else:
        print("Your project is not within the scope of the Act and its requirements.")      
        return False

def check_excepted(project_cc_yaml):  #it would be nice to pass dispositive_variables into this function so we can run the code commented out below
    if (project_cc_yaml['excepted']['scientific'] or 
        project_cc_yaml['excepted']['pre_market'] or 
        (project_cc_yaml['ai_system']['ai_system']['value'] == True and project_cc_yaml['excepted']['open_source_ai_system']) or 
        (project_cc_yaml['gpai_model']['gpai_model']['value'] == True and project_cc_yaml['excepted']['open_source_gpai_system']) #and dispositive_variables['gpai_model_systemic_risk'] == False)
    ):
        print("Your project falls into one of the exemptions from the Act.")   
        return True
    else:
        return False 

def check_prohibited(project_cc_yaml):

    ai_system = project_cc_yaml['ai_system']['ai_system'] 
    
    if ai_system:
        for key in project_cc_yaml['prohibited_practice']['ai_system']:
            if project_cc_yaml['prohibited_practice']['ai_system'][f'{key}']['value'] == True: 
                print("You are engaged in a prohibited practice and thus the project is non-compliant.")
                return True
    if project_cc_yaml['prohibited_practice']['biometric']['categorization'] == True:
        print("You are engaged in a prohibited practice and thus the project is non-compliant.")
        return True
    if project_cc_yaml['prohibited_practice']['biometric']['real_time'] and \
       sum(map(bool, [project_cc_yaml['prohibited_practice']['biometric']['real_time_exception_victim'],
                       project_cc_yaml['prohibited_practice']['biometric']['real_time_exception_threat'], 
                       project_cc_yaml['prohibited_practice']['biometric']['real_time_exception_investigation']])) == 0:
        print("You are engaged in a prohibited practice and thus the project is non-compliant.")
        return True
    else: 
        print("You are not engaged in any prohibited practices.")
        return False