FateWithShellmiaoComment/Fate/python/federatedml/protobuf/proto/boosting-tree-model-param.proto

syntax = "proto3";

package com.webank.ai.fate.core.mlmodel.buffer;
option java_outer_classname = "BoostTreeModelParamProto";

message NodeParam {
    int32 id = 1;
    string sitename = 2;
    int32 fid = 3;
    double bid = 4;
    double weight = 5;
    bool is_leaf = 6;
    int32 left_nodeid = 7;
    int32 right_nodeid = 8;
    int32 missing_dir = 9;
    repeated double mo_weight = 10;
}

message DecisionTreeModelParam {
    repeated NodeParam tree_ = 1;
    map<int32, double> split_maskdict = 2;
    map<int32, int32> missing_dir_maskdict = 3;
    map<int32, int32> leaf_count = 4;
}

message FeatureImportanceInfo {
	string sitename = 1;
	int32 fid = 2;
	double importance = 3;
    string fullname = 4;
    double importance2 = 5;
    string main = 6;
}

message BoostingTreeModelParam {
	int32 tree_num = 1;
    repeated DecisionTreeModelParam trees_ = 2;
    repeated double init_score = 3;
    repeated double losses = 4;
    int32 tree_dim = 5;
    int32 num_classes = 6;
    repeated string classes_ = 7;
	repeated FeatureImportanceInfo feature_importances = 8;
	map<int32, string> feature_name_fid_mapping = 9;
    int32 best_iteration = 10;
    repeated string tree_plan = 11;
    string model_name = 12;
    map<string, string> anonymous_name_mapping = 13;
}

message TransformerParam {
    BoostingTreeModelParam tree_param=1;
    string model_name=2;
}