AML 数据生成

WHENWhen implementing directed_configuration_model graph generation

ACTIONEnforce sum of in-degrees equals sum of out-degrees before edge creation

CONSEQUENCEInvalid degree sequences will produce an inconsistent directed graph where some nodes have unmatched incoming/outgoing edges, corrupting the transaction network topology for AML analysis

WHENWhen loading account lists via load_account_list_param

ACTIONInitialize normal_models as empty list for every account node

CONSEQUENCEMissing normal_models attribute causes KeyError when Nominator methods attempt to access it during fan_in_breakdown and fan_out_breakdown operations, breaking the entire normal model generation pipeline

WHENWhen loading raw account lists via load_account_list_raw

ACTIONInitialize normal_models as empty list for every account node attribute dictionary

CONSEQUENCERaw account loading path does not include normal_models initialization, causing KeyError when downstream Nominator code attempts to append to the missing attribute during normal model construction