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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") |