arxaas python包装包
pyARXaaS的Python项目详细描述
皮亚克斯
用于在python中与arxaas接口的python包
有关pyarxas的详细信息,请访问:https://pyaaas.readthedocs.io/
arxaas python包装包
用于在python中与arxaas接口的python包
有关pyarxas的详细信息,请访问:https://pyaaas.readthedocs.io/
pip install pyarxaas
# import dependenciesfrompyarxaasimportARXaaSfrompyarxaas.privacy_modelsimportKAnonymityfrompyarxaasimportAttributeTypefrompyarxaasimportDatasetimportpandasaspdarxaas=ARXaaS(url)# url contains url to AaaS web servicedf=pd.read_csv("data.csv")# create Datasetdataset=Dataset.from_pandas(df)# set attribute typedataset.set_attributes(AttributeType.QUASIIDENTIFYING,'name','gender')dataset.set_attribute(AttributeType.IDENTIFYING,'id')# get the risk profle of the datasetrisk_profile=arxaas.risk_profile(dataset)# get risk metricsre_indentifiation_risk=risk_profile.re_identification_riskdistribution_of_risk=risk_profile.distribution_of_risk