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1 // Copyright 2017 The TensorFlow Authors. All Rights Reserved.
2 //
3 // Licensed under the Apache License, Version 2.0 (the "License");
4 // you may not use this file except in compliance with the License.
5 // You may obtain a copy of the License at
6 //
7 //     http://www.apache.org/licenses/LICENSE-2.0
8 //
9 // Unless required by applicable law or agreed to in writing, software
10 // distributed under the License is distributed on an "AS IS" BASIS,
11 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12 // See the License for the specific language governing permissions and
13 // limitations under the License.
14 // =============================================================================
15 #ifndef TENSORFLOW_CONTRIB_BOOSTED_TREES_LIB_TREES_DECISION_TREE_H_
16 #define TENSORFLOW_CONTRIB_BOOSTED_TREES_LIB_TREES_DECISION_TREE_H_
17 
18 #include "tensorflow/contrib/boosted_trees/lib/utils/example.h"
19 #include "tensorflow/contrib/boosted_trees/proto/tree_config.pb.h"  // NOLINT
20 
21 namespace tensorflow {
22 namespace boosted_trees {
23 namespace trees {
24 
25 // Decision tree class to encapsulate tree traversal and mutation logic.
26 // This class does not hold state and is thread safe.
27 class DecisionTree {
28  public:
29   // Traverse given an instance, a sub-root and its set of features
30   // and return the leaf index or -1 if the tree is empty or
31   // the sub-root is invalid.
32   static int Traverse(const DecisionTreeConfig& config, int32 sub_root_id,
33                       const utils::Example& example);
34 
35   // Links the specified children to the parent, the children must
36   // already be added to the decision tree config so this method
37   // just ensures nodes are re-linked.
38   static void LinkChildren(const std::vector<int32>& children,
39                            TreeNode* parent_node);
40 
41   // Retrieves node children indices if any.
42   static std::vector<int32> GetChildren(const TreeNode& node);
43 };
44 
45 }  // namespace trees
46 }  // namespace boosted_trees
47 }  // namespace tensorflow
48 
49 #endif  // TENSORFLOW_CONTRIB_BOOSTED_TREES_LIB_TREES_DECISION_TREE_H_
50