package fedtree
Get desktop application:
View/edit binary Protocol Buffers messages
service FedTree
fedtree.proto:13A simple key-value storage service
Provides a value for each key request
rpc TriggerBuildInit (, )
fedtree.proto:16rpc GetGradients (, stream )
fedtree.proto:17rpc SendDatasetInfo (, )
fedtree.proto:18message
fedtree.proto:132int32 n_bins = 1
int32 n_columns = 2
rpc SendHistograms (stream , )
fedtree.proto:19rpc SendHistFid (stream , )
fedtree.proto:20message
fedtree.proto:137int32 id = 1
rpc TriggerAggregate (, )
fedtree.proto:21rpc GetBestInfo (, stream )
fedtree.proto:22message
fedtree.proto:141int32 pid = 1
int32 nid = 2
int32 idx = 3
int32 global_fid = 4
double gain = 5
rpc SendNode (, )
fedtree.proto:23rpc SendIns2NodeID (stream , )
fedtree.proto:24rpc GetNodes (, stream )
fedtree.proto:25rpc GetIns2NodeID (, stream )
fedtree.proto:26rpc CheckIfContinue (, )
fedtree.proto:27rpc TriggerPrune (, )
fedtree.proto:28rpc TriggerPrintScore (, )
fedtree.proto:29rpc SendRange (stream , )
fedtree.proto:31rpc TriggerCut (, )
fedtree.proto:32rpc GetRange (, stream )
fedtree.proto:33rpc SendGH (, )
fedtree.proto:34rpc SendDHPubKey (, )
fedtree.proto:35message
fedtree.proto:240string pk = 1
rpc GetDHPubKeys (, stream )
fedtree.proto:36message
fedtree.proto:244repeated string pk = 1
rpc SendNoises (, )
fedtree.proto:37rpc GetNoises (, stream )
fedtree.proto:38rpc SendCutPoints (, )
fedtree.proto:39rpc GetCutPoints (, stream )
fedtree.proto:40rpc TriggerBuildUsingGH (, )
fedtree.proto:41rpc TriggerCalcTree (, )
fedtree.proto:42rpc GetRootNode (, )
fedtree.proto:43rpc GetSplitPoints (, stream )
fedtree.proto:44message
fedtree.proto:106float gain = 1
float fea_missing_g = 2
float fea_missing_h = 3
float rch_sum_g = 4
float rch_sum_h = 5
bool default_right = 6
int32 nid = 7
int32 split_fea_id = 8
float fval = 9
int32 split_bid = 10
bool no_split_value_update = 11
rpc HCheckIfContinue (, )
fedtree.proto:45rpc ScoreReduce (, )
fedtree.proto:46rpc TriggerHomoInit (, )
fedtree.proto:48rpc TriggerSAInit (, )
fedtree.proto:49rpc GetPaillier (, )
fedtree.proto:50message
fedtree.proto:101string modulus = 1
string generator = 2
rpc SendHistogramsEnc (stream , )
fedtree.proto:52message
fedtree.proto:96string g_enc = 1
string h_enc = 2
message
fedtree.proto:92repeated double g = 1
rpc SendHistogramBatches (stream , )
fedtree.proto:56rpc SendHistFidBatches (stream , )
fedtree.proto:58message
fedtree.proto:73repeated int32 id = 1
rpc GetIns2NodeIDBatches (, stream )
fedtree.proto:60rpc SendIns2NodeIDBatches (stream , )
fedtree.proto:61rpc GetGradientBatches (, stream )
fedtree.proto:62rpc GetGradientBatchesEnc (, stream )
fedtree.proto:63rpc SendNodeEnc (, )
fedtree.proto:64message
fedtree.proto:149int32 final_id = 1
node id after pruning, may not equal to node index
int32 lch_index = 2
index of left child
int32 rch_index = 3
index of right child
int32 parent_index = 4
index of parent node
float gain = 5
gain of splitting this node
float base_weight = 6
int32 split_feature_id = 7
int32 pid = 8
float split_value = 9
int32 split_bid = 10
bool default_right = 11
bool is_leaf = 12
bool is_valid = 13
non-valid nodes are those that are "children" of leaf nodes
bool is_pruned = 14
pruned after pruning
string sum_gh_pair_g_enc = 15
string sum_gh_pair_h_enc = 16
int32 n_instances = 17
number of instances inside the node.
bool is_enc = 18
rpc SendNodes (, )
fedtree.proto:65message
fedtree.proto:210repeated int32 final_id = 1
node id after pruning, may not equal to node index
repeated int32 lch_index = 2
index of left child
repeated int32 rch_index = 3
index of right child
repeated int32 parent_index = 4
index of parent node
repeated float gain = 5
gain of splitting this node
repeated float base_weight = 6
repeated int32 split_feature_id = 7
repeated int32 pid = 8
repeated float split_value = 9
repeated int32 split_bid = 10
repeated bool default_right = 11
repeated bool is_leaf = 12
repeated bool is_valid = 13
non-valid nodes are those that are "children" of leaf nodes
repeated bool is_pruned = 14
pruned after pruning
repeated float sum_gh_pair_g = 15
repeated float sum_gh_pair_h = 16
repeated int32 n_instances = 17
number of instances inside the node.
rpc SendNodesEnc (, )
fedtree.proto:66message
fedtree.proto:190repeated int32 final_id = 1
node id after pruning, may not equal to node index
repeated int32 lch_index = 2
index of left child
repeated int32 rch_index = 3
index of right child
repeated int32 parent_index = 4
index of parent node
repeated float gain = 5
gain of splitting this node
repeated float base_weight = 6
repeated int32 split_feature_id = 7
repeated int32 pid = 8
repeated float split_value = 9
repeated int32 split_bid = 10
repeated bool default_right = 11
repeated bool is_leaf = 12
repeated bool is_valid = 13
non-valid nodes are those that are "children" of leaf nodes
repeated bool is_pruned = 14
pruned after pruning
repeated string sum_gh_pair_g_enc = 15
repeated string sum_gh_pair_h_enc = 16
repeated int32 n_instances = 17
number of instances inside the node.
rpc SendHistogramBatchesEnc (stream , )
fedtree.proto:67rpc StopServer (, )
fedtree.proto:69rpc BeginBarrier (, )
fedtree.proto:70
message
fedtree.proto:256Used as request type in: FedTree.SendCutPoints
Used as response type in: FedTree.GetCutPoints
repeated double cut_points_val = 1
repeated int32 cut_col_ptr = 2
repeated int32 cut_fid = 3
message
fedtree.proto:77Used as request type in: FedTree.SendHistogramBatches
Used as response type in: FedTree.GetGradientBatches
repeated double g = 1
repeated double h = 2
message
fedtree.proto:82Used as request type in: FedTree.SendHistogramBatchesEnc
Used as response type in: FedTree.GetGradientBatchesEnc
repeated string g_enc = 1
repeated string h_enc = 2
message
fedtree.proto:87Used as request type in: FedTree.SendGH, FedTree.SendHistograms, FedTree.SendRange
Used as response type in: FedTree.GetGradients, FedTree.GetRange
double g = 1
double h = 2
message
fedtree.proto:230Used as request type in: FedTree.SendIns2NodeID
Used as response type in: FedTree.GetIns2NodeID
int32 iid = 1
int32 nid = 2
message
fedtree.proto:235Used as request type in: FedTree.SendIns2NodeIDBatches
Used as response type in: FedTree.GetIns2NodeIDBatches
repeated int32 iid = 1
repeated int32 nid = 2
message
fedtree.proto:170Used as request type in: FedTree.SendNode
Used as response type in: FedTree.GetNodes, FedTree.GetRootNode
int32 final_id = 1
node id after pruning, may not equal to node index
int32 lch_index = 2
index of left child
int32 rch_index = 3
index of right child
int32 parent_index = 4
index of parent node
float gain = 5
gain of splitting this node
float base_weight = 6
int32 split_feature_id = 7
int32 pid = 8
float split_value = 9
int32 split_bid = 10
bool default_right = 11
bool is_leaf = 12
bool is_valid = 13
non-valid nodes are those that are "children" of leaf nodes
bool is_pruned = 14
pruned after pruning
float sum_gh_pair_g = 15
float sum_gh_pair_h = 16
int32 n_instances = 17
number of instances inside the node.
message
fedtree.proto:124Used as request type in: FedTree.BeginBarrier, FedTree.CheckIfContinue, FedTree.GetBestInfo, FedTree.GetCutPoints, FedTree.GetDHPubKeys, FedTree.GetGradientBatches, FedTree.GetGradientBatchesEnc, FedTree.GetGradients, FedTree.GetIns2NodeID, FedTree.GetIns2NodeIDBatches, FedTree.GetNodes, FedTree.GetNoises, FedTree.GetPaillier, FedTree.GetRange, FedTree.GetRootNode, FedTree.GetSplitPoints, FedTree.HCheckIfContinue, FedTree.StopServer, FedTree.TriggerAggregate, FedTree.TriggerBuildInit, FedTree.TriggerBuildUsingGH, FedTree.TriggerCalcTree, FedTree.TriggerCut, FedTree.TriggerHomoInit, FedTree.TriggerPrintScore, FedTree.TriggerPrune, FedTree.TriggerSAInit, FedTree.TriggerUpdateGradients
Used as response type in: FedTree.SendBatchedHistograms, FedTree.SendCutPoints, FedTree.SendDHPubKey, FedTree.SendDatasetInfo, FedTree.SendGH, FedTree.SendHistFid, FedTree.SendHistFidBatches, FedTree.SendHistogramBatches, FedTree.SendHistogramBatchesEnc, FedTree.SendHistograms, FedTree.SendHistogramsEnc, FedTree.SendIns2NodeID, FedTree.SendIns2NodeIDBatches, FedTree.SendNode, FedTree.SendNodeEnc, FedTree.SendNodes, FedTree.SendNodesEnc, FedTree.SendNoises, FedTree.SendRange
int32 id = 1
message
fedtree.proto:128Used as response type in: FedTree.BeginBarrier, FedTree.CheckIfContinue, FedTree.HCheckIfContinue, FedTree.TriggerAggregate, FedTree.TriggerBuildInit, FedTree.TriggerBuildUsingGH, FedTree.TriggerCalcTree, FedTree.TriggerCut, FedTree.TriggerHomoInit, FedTree.TriggerPrintScore, FedTree.TriggerPrune, FedTree.TriggerSAInit, FedTree.TriggerUpdateGradients
bool ready = 1
message
fedtree.proto:249string noise = 1
message
fedtree.proto:252Used as request type in: FedTree.SendNoises
Used as response type in: FedTree.GetNoises
repeated string noises = 1
message
fedtree.proto:120Used as request type in: FedTree.ScoreReduce
Used as response type in: FedTree.ScoreReduce, FedTree.StopServer
float content = 1