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1 /* Copyright 2015 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 
16 #ifndef TENSORFLOW_CORE_GRAPH_ALGORITHM_H_
17 #define TENSORFLOW_CORE_GRAPH_ALGORITHM_H_
18 
19 #include <functional>
20 #include <unordered_set>
21 #include <vector>
22 
23 #include "tensorflow/core/graph/graph.h"
24 #include "tensorflow/core/lib/gtl/array_slice.h"
25 
26 namespace tensorflow {
27 
28 // Comparator for two nodes. This is used in order to get a stable ording.
29 using NodeComparator = std::function<bool(const Node*, const Node*)>;
30 
31 using EdgeFilter = std::function<bool(const Edge&)>;
32 
33 // Compares two node based on their ids.
34 struct NodeComparatorID {
operatorNodeComparatorID35   bool operator()(const Node* n1, const Node* n2) const {
36     return n1->id() < n2->id();
37   }
38 };
39 
40 // Compare two nodes based on their names.
41 struct NodeComparatorName {
operatorNodeComparatorName42   bool operator()(const Node* n1, const Node* n2) const {
43     return n1->name() < n2->name();
44   }
45 };
46 
47 // Perform a depth-first-search on g starting at the source node.
48 // If enter is not empty, calls enter(n) before visiting any children of n.
49 // If leave is not empty, calls leave(n) after visiting all children of n.
50 // If stable_comparator is set, a stable ordering of visit is achieved by
51 // sorting a node's neighbors first before visiting them.
52 // If edge_filter is set then ignores edges for which edge_filter returns false.
53 extern void DFS(const Graph& g, const std::function<void(Node*)>& enter,
54                 const std::function<void(Node*)>& leave,
55                 const NodeComparator& stable_comparator = {},
56                 const EdgeFilter& edge_filter = {});
57 
58 // Perform a depth-first-search on g starting at the 'start' nodes.
59 // If enter is not empty, calls enter(n) before visiting any children of n.
60 // If leave is not empty, calls leave(n) after visiting all children of n.
61 // If stable_comparator is set, a stable ordering of visit is achieved by
62 // sorting a node's neighbors first before visiting them.
63 // If edge_filter is set then ignores edges for which edge_filter returns false.
64 extern void DFSFrom(const Graph& g, gtl::ArraySlice<Node*> start,
65                     const std::function<void(Node*)>& enter,
66                     const std::function<void(Node*)>& leave,
67                     const NodeComparator& stable_comparator = {},
68                     const EdgeFilter& edge_filter = {});
69 extern void DFSFrom(const Graph& g, gtl::ArraySlice<const Node*> start,
70                     const std::function<void(const Node*)>& enter,
71                     const std::function<void(const Node*)>& leave,
72                     const NodeComparator& stable_comparator = {},
73                     const EdgeFilter& edge_filter = {});
74 
75 // Perform a reverse depth-first-search on g starting at the sink node.
76 // If enter is not empty, calls enter(n) before visiting any parents of n.
77 // If leave is not empty, calls leave(n) after visiting all parents of n.
78 // If stable_comparator is set, a stable ordering of visit is achieved by
79 // sorting a node's neighbors first before visiting them.
80 extern void ReverseDFS(const Graph& g, const std::function<void(Node*)>& enter,
81                        const std::function<void(Node*)>& leave,
82                        const NodeComparator& stable_comparator = {});
83 
84 // Perform a reverse depth-first-search on g starting at the 'start' nodes.
85 // If enter is not empty, calls enter(n) before visiting any parents of n.
86 // If leave is not empty, calls leave(n) after visiting all parents of n.
87 // If stable_comparator is set, a stable ordering of visit is achieved by
88 // sorting a node's neighbors first before visiting them.
89 extern void ReverseDFSFrom(const Graph& g, gtl::ArraySlice<Node*> start,
90                            const std::function<void(Node*)>& enter,
91                            const std::function<void(Node*)>& leave,
92                            const NodeComparator& stable_comparator = {});
93 extern void ReverseDFSFrom(const Graph& g, gtl::ArraySlice<const Node*> start,
94                            const std::function<void(const Node*)>& enter,
95                            const std::function<void(const Node*)>& leave,
96                            const NodeComparator& stable_comparator = {});
97 
98 // Stores in *order the post-order numbering of all nodes
99 // in graph found via a depth first search starting at the source node.
100 //
101 // Note that this is equivalent to reverse topological sorting when the
102 // graph does not have cycles.
103 //
104 // If stable_comparator is set, a stable ordering of visit is achieved by
105 // sorting a node's neighbors first before visiting them.
106 //
107 // If edge_filter is set then ignores edges for which edge_filter returns false.
108 //
109 // REQUIRES: order is not NULL.
110 void GetPostOrder(const Graph& g, std::vector<Node*>* order,
111                   const NodeComparator& stable_comparator = {},
112                   const EdgeFilter& edge_filter = {});
113 
114 // Stores in *order the reverse post-order numbering of all nodes
115 // If stable_comparator is set, a stable ordering of visit is achieved by
116 // sorting a node's neighbors first before visiting them.
117 //
118 // If edge_filter is set then ignores edges for which edge_filter returns false.
119 void GetReversePostOrder(const Graph& g, std::vector<Node*>* order,
120                          const NodeComparator& stable_comparator = {},
121                          const EdgeFilter& edge_filter = {});
122 
123 // Prune nodes in "g" that are not in some path from the source node
124 // to any node in 'nodes'. Returns true if changes were made to the graph.
125 // Does not fix up source and sink edges.
126 bool PruneForReverseReachability(Graph* g,
127                                  std::unordered_set<const Node*> nodes);
128 
129 // Connect all nodes with no incoming edges to source.
130 // Connect all nodes with no outgoing edges to sink.
131 //
132 // Returns true if and only if 'g' is mutated.
133 bool FixupSourceAndSinkEdges(Graph* g);
134 
135 }  // namespace tensorflow
136 
137 #endif  // TENSORFLOW_CORE_GRAPH_ALGORITHM_H_
138