network.h 4.05 KB
Newer Older
1
2
3
4
5
6
7
8
9
/*!
 *  Copyright (c) 2018 by Contributors
 * \file graph/network.h
 * \brief DGL networking related APIs
 */
#ifndef DGL_GRAPH_NETWORK_H_
#define DGL_GRAPH_NETWORK_H_

#include <dmlc/logging.h>
10
11
12
13
#include <dgl/runtime/ndarray.h>

#include <string.h>
#include <vector>
Chao Ma's avatar
Chao Ma committed
14
#include <string>
15
16
17
18
19

#include "../c_api_common.h"
#include "./network/msg_queue.h"

using dgl::runtime::NDArray;
20
21
22
23

namespace dgl {
namespace network {

Chao Ma's avatar
Chao Ma committed
24
25
26
27
28
29
30
31
/*!
 * \brief Create NDArray from raw data
 */
NDArray CreateNDArrayFromRaw(std::vector<int64_t> shape,
                             DLDataType dtype,
                             DLContext ctx,
                             void* raw);

32
33
34
35
/*!
 * \brief Message type for DGL distributed training
 */
enum MessageType {
Chao Ma's avatar
Chao Ma committed
36
37
38
  /*!
   * \brief Message for send/recv NodeFlow
   */
39
  kNodeFlowMsg = 0,
Chao Ma's avatar
Chao Ma committed
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
  /*!
   * \brief Message for end-signal
   */
  kFinalMsg = 1,
  /*!
   * \brief Initialize KVStore
   */
  kInitMsg = 2,
  /*!
   * \brief Push msg to KVStore
   */
  kPushMsg = 3,
  /*!
   * \brief Pull msg from KVStore
   */
  kPullMsg = 4,
  /*!
   * \brief PullBack msg from KVStore
   */
  kPullBackMsg = 5,
  /*!
   * \brief Barrier msg for KVStore
   */
63
64
65
66
  kBarrierMsg = 6,
  /*!
   * \brief IP and ID msg for KVStore
   */  
67
68
69
70
71
72
73
74
75
  kIPIDMsg = 7,
  /*!
   * \brief Get data shape msg for KVStore
   */  
  kGetShapeMsg = 8,
  /*!
   * \brief Get data shape back msg for KVStore
   */ 
  kGetShapeBackMsg = 9
76
77
};

Chao Ma's avatar
Chao Ma committed
78

79
/*!
Chao Ma's avatar
Chao Ma committed
80
 * \brief Meta data for NDArray message
81
 */
Chao Ma's avatar
Chao Ma committed
82
class ArrayMeta {
83
84
 public:
  /*!
Chao Ma's avatar
Chao Ma committed
85
   * \brief ArrayMeta constructor.
86
87
   * \param msg_type type of message
   */
Chao Ma's avatar
Chao Ma committed
88
  explicit ArrayMeta(int msg_type)
89
90
91
  : msg_type_(msg_type), ndarray_count_(0) {}

  /*!
Chao Ma's avatar
Chao Ma committed
92
   * \brief Construct ArrayMeta from binary data buffer.
93
94
95
   * \param buffer data buffer
   * \param size data size
   */
Chao Ma's avatar
Chao Ma committed
96
  ArrayMeta(char* buffer, int64_t size) {
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
    CHECK_NOTNULL(buffer);
    this->Deserialize(buffer, size);
  }

  /*!
   * \return message type
   */
  inline int msg_type() const {
    return msg_type_;
  }

  /*!
   * \return count of ndarray
   */
  inline int ndarray_count() const {
    return ndarray_count_;
  }

  /*!
Chao Ma's avatar
Chao Ma committed
116
   * \brief Add NDArray meta data to ArrayMeta
117
118
119
120
121
   * \param array DGL NDArray
   */
  void AddArray(const NDArray& array);

  /*!
Chao Ma's avatar
Chao Ma committed
122
   * \brief Serialize ArrayMeta to data buffer
123
124
125
126
127
128
   * \param size size of serialized message
   * \return pointer of data buffer
   */
  char* Serialize(int64_t* size);

  /*!
Chao Ma's avatar
Chao Ma committed
129
   * \brief Deserialize ArrayMeta from data buffer
130
131
132
133
134
135
136
137
138
   * \param buffer data buffer
   * \param size size of data buffer
   */
  void Deserialize(char* buffer, int64_t size);

  /*!
   * \brief type of message
   */
  int msg_type_;
139

140
141
142
143
  /*!
   * \brief count of ndarray in MetaMsg
   */
  int ndarray_count_;
144

Chao Ma's avatar
Chao Ma committed
145
146
147
148
149
  /*!
   * \brief DataType for each NDArray
   */
  std::vector<DLDataType> data_type_;

150
151
152
153
154
155
  /*!
   * \brief We first write the ndim to data_shape_ 
   * and then write the data shape. 
   */
  std::vector<int64_t> data_shape_;
};
156

Chao Ma's avatar
Chao Ma committed
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
/*!
 * \brief C structure for holding DGL KVServer message
 */
class KVStoreMsg {
 public:
  /*!
   * \brief KVStoreMsg constructor.
   */
  KVStoreMsg() {}

  /*!
   * \brief Construct KVStoreMsg from binary data buffer.
   * \param buffer data buffer
   * \param size data size
   */
  KVStoreMsg(char* buffer, int64_t size) {
    CHECK_NOTNULL(buffer);
    this->Deserialize(buffer, size);
  }
  /*!
   * \brief Serialize KVStoreMsg to data buffer
   *  Note that we don't serialize ID and data here. 
   * \param size size of serialized message
   * \return pointer of data buffer
   */
  char* Serialize(int64_t* size);

  /*!
   * \brief Deserialize KVStoreMsg from data buffer
   * \param buffer data buffer
   * \param size size of data buffer
   */
  void Deserialize(char* buffer, int64_t size);

 /*!
  * \brief Message type of kvstore
  */
  int msg_type;
 /*!
  * \brief Sender's ID
  */
  int rank;
 /*!
  * \brief data name
  */
  std::string name;
 /*!
  * \brief data ID
  */
  NDArray id;
 /*!
  * \brief data matrix
  */
  NDArray data;
211
212
213
214
  /*!
  * \brief data shape
  */
  NDArray shape;
Chao Ma's avatar
Chao Ma committed
215
};
216

217
218
219
220
}  // namespace network
}  // namespace dgl

#endif  // DGL_GRAPH_NETWORK_H_