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| import yaml | |
| def set_type(project_variables, project_cc_yaml): | |
| project_type = None | |
| ai_system = project_variables['ai_project_type']['ai_system'] | |
| gpai_model = project_variables['ai_project_type']['gpai_model'] | |
| if project_cc_yaml['ai_system']['ai_system']['value']: | |
| ai_system = True | |
| if project_cc_yaml['gpai_model']['gpai_model']['value']: | |
| gpai_model = True | |
| if ai_system and gpai_model: | |
| msg = ("Your project cannot be both an AI system and a GPAI model. Please revise your Project CC accordingly.") | |
| if ai_system == True: | |
| for key, value in project_cc_yaml['high_risk_ai_system']: | |
| if value and sum(map(bool, [project_cc_yaml['high_risk_ai_system']['filter_exception_rights'],project_cc_yaml['high_risk_ai_system']['filter_exception_narrow'],project_cc_yaml['high_risk_ai_system']['filter_exception_human'],project_cc_yaml['high_risk_ai_system']['filter_exception_deviation'], project_cc_yaml['high_risk_ai_system']['filter_exception_prep']])) < 1: | |
| project_type = "high_risk_ai_system" | |
| if gpai_model == True: | |
| if project_cc_yaml['gpai_model_systematic_risk']['evaluation'] or project_cc_yaml['gpai_model_systematic_risk']['flops']: | |
| project_type = "gpai_model_systematic_risk" | |
| return project_type | |
| def set_operator_role_and_location(project_variables, project_cc_yaml): | |
| operators = 0 | |
| ai_system = project_variables['ai_project_type']['ai_system'] | |
| gpai_model = project_variables['ai_project_type']['gpai_model'] | |
| for var in project_variables['operator_role']: | |
| if project_cc_yaml['operator_role'][f'{var}']['value']: | |
| project_variables['operator_role'][f'{var}'] = True | |
| operators += 1 | |
| if ai_system and gpai_model: | |
| msg = ("Your project cannot be both an AI system and a GPAI model. Please revise your Project CC accordingly.") | |
| if operators != 1: | |
| msg = ("Please specify exactly one operator role.") | |
| return project_variables | |
| def set_eu_market_status(project_variables, project_cc_yaml): | |
| if project_cc_yaml['eu_market_status']['placed_on_market']['value']: | |
| project_variables['eu_market_status']["placed_on_market"] = True | |
| if project_cc_yaml['eu_market_status']['put_into_service']['value']: | |
| project_variables['eu_market_status']["put_into_service"] = True | |
| if project_cc_yaml['operator_role']['output_used']['value']: | |
| project_variables['operator_role']["output_used"] = True | |
| return project_variables | |
| def check_within_scope(project_cc_yaml): | |
| if not check_excepted(project_cc_yaml): | |
| if provider and ((ai_system and (placed_on_market or put_into_service)) or (gpai_model and placed_on_market)): # Article 2.1(a) | |
| return True | |
| if deployer and eu_located: # Article 2.1(b) | |
| return True | |
| if (provider or deployer) and (ai_system and eu_located and output_used): # Article 2.1(c) | |
| return True | |
| if (importer or distributor) and ai_system: # Article 2.1(d) | |
| return True | |
| if product_manufacturer and ai_system and (placed_on_market or put_into_service): # Article 2.1(e) | |
| return True | |
| else: | |
| return False | |
| def check_excepted(project_cc_yaml): | |
| if project_cc_yaml['excepted']['scientific'] or project_cc_yaml['excepted']['pre_market'] or (ai_system and project_cc_yaml['excepted']['open_source_ai_system']) or (gpai_model and project_cc_yaml['excepted']['open_source_gpai_system']): | |
| return True | |
| else: | |
| return False | |
| def check_prohibited (project_variables, project_cc_yaml): | |
| ai_system = project_variables['ai_project_type']['ai_system'] | |
| if ai_system: | |
| for key in project_cc_yaml['prohibited_practice']['ai_system']: | |
| if key[value]: | |
| 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']: | |
| 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['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 | |
| # def check_all_true(file_path): | |
| # data = yaml.safe_load(file_path) | |
| # # Iterate through top-level keys | |
| # for top_key, top_value in data.items(): | |
| # if isinstance(top_value, dict): | |
| # # Iterate through second-level keys | |
| # for second_key, second_value in top_value.items(): | |
| # if not second_value: | |
| # print("You are non-compliant with the Act") | |
| # break | |
| # else: | |
| # print("No problems here") |