linkers.h 6.63 KB
Newer Older
Guolin Ke's avatar
Guolin Ke committed
1
2
3
#ifndef LIGHTGBM_NETWORK_LINKERS_H_
#define LIGHTGBM_NETWORK_LINKERS_H_

Guolin Ke's avatar
Guolin Ke committed
4

Guolin Ke's avatar
Guolin Ke committed
5
6
7
8
#include <LightGBM/meta.h>
#include <LightGBM/config.h>
#include <LightGBM/network.h>

Guolin Ke's avatar
Guolin Ke committed
9
#include <algorithm>
Guolin Ke's avatar
Guolin Ke committed
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
#include <chrono>
#include <ctime>
#ifdef USE_SOCKET
#include "socket_wrapper.hpp"
#include <LightGBM/utils/common.h>
#include <thread>
#include <vector>
#include <string>
#endif

#ifdef USE_MPI
#include <mpi.h>
#define MPI_SAFE_CALL(mpi_return) CHECK((mpi_return) == MPI_SUCCESS)
#endif

namespace LightGBM {

/*!
* \brief An network basic communication warpper.
* Will warp low level communication methods, e.g. mpi, socket and so on.
* This class will wrap all linkers to other machines if needs
*/
class Linkers {
public:
  /*!
  * \brief Constructor
  * \param config Config of network settings
  */
  explicit Linkers(NetworkConfig config);
  /*!
  * \brief Destructor
  */
  ~Linkers();
  /*!
  * \brief Recv data, blocking
  * \param rank Which rank will send data to local machine
  * \param data Pointer of receive data
  * \prama len Recv size, will block until recive len size of data
  */
  inline void Recv(int rank, char* data, int len) const;
  /*!
  * \brief Send data, blocking
  * \param rank Which rank local machine will send to
  * \param data Pointer of send data
  * \prama len Send size
  */
  inline void Send(int rank, char* data, int len) const;
  /*!
  * \brief Send and Recv at same time, blocking
  * \param send_rank
  * \param send_data
  * \prama send_len
  * \param recv_rank
  * \param recv_data
  * \prama recv_len
  */
  inline void SendRecv(int send_rank, char* send_data, int send_len,
    int recv_rank, char* recv_data, int recv_len);
  /*!
  * \brief Get rank of local machine
  */
  inline int rank();
  /*!
  * \brief Get total number of machines
  */
  inline int num_machines();
  /*!
  * \brief Get Bruck map of this network
  */
  inline const BruckMap& bruck_map();
  /*!
  * \brief Get Recursive Halving map of this network
  */
  inline const RecursiveHalvingMap& recursive_halving_map();

  #ifdef USE_SOCKET
  /*!
  * \brief Bind local listen to port
  * \param port Local listen port
  */
  void TryBind(int port);
  /*!
  * \brief Set socket to rank
  * \param rank
  * \param socket
  */
  void SetLinker(int rank, const TcpSocket& socket);
  /*!
  * \brief Thread for listening
  * \param incoming_cnt Number of incoming machines
  */
  void ListenThread(int incoming_cnt);
  /*!
  * \brief Construct network topo
  */
  void Construct();
  /*!
  * \brief Parser machines information from file
  * \param filename
  */
  void ParseMachineList(const char * filename);
  /*!
  * \brief Check one linker is connected or not
  * \param rank
  * \return True if linker is connected
  */
  bool CheckLinker(int rank);
  /*!
  * \brief Print connented linkers
  */
  void PrintLinkers();

  #endif  // USE_SOCKET


private:
  /*! \brief Rank of local machine */
  int rank_;
  /*! \brief Total number machines */
  int num_machines_;
  /*! \brief Bruck map */
  BruckMap bruck_map_;
  /*! \brief Recursive Halving map */
  RecursiveHalvingMap recursive_halving_map_;

  std::chrono::duration<double, std::milli> network_time_;

  #ifdef USE_SOCKET
  /*! \brief use to store client ips */
  std::vector<std::string> client_ips_;
  /*! \brief use to store client ports */
  std::vector<int> client_ports_;
  /*! \brief time out for sockets, in minutes */
  int socket_timeout_;
  /*! \brief Local listen ports */
  int local_listen_port_;
  /*! \brief Linkers */
  std::vector<TcpSocket*> linkers_;
  /*! \brief Local socket listener */
  TcpSocket* listener_;
  #endif  // USE_SOCKET
};


inline int Linkers::rank() {
  return rank_;
}

inline int Linkers::num_machines() {
  return num_machines_;
}

inline const BruckMap& Linkers::bruck_map() {
  return bruck_map_;
}

inline const RecursiveHalvingMap& Linkers::recursive_halving_map() {
  return recursive_halving_map_;
}

#ifdef USE_SOCKET

inline void Linkers::Recv(int rank, char* data, int len) const {
  int recv_cnt = 0;
  while (recv_cnt < len) {
Guolin Ke's avatar
Guolin Ke committed
175
    recv_cnt += linkers_[rank]->Recv(data + recv_cnt,
Guolin Ke's avatar
Guolin Ke committed
176
      //len - recv_cnt
Guolin Ke's avatar
Guolin Ke committed
177
      std::min(len - recv_cnt, SocketConfig::kMaxReceiveSize)
Guolin Ke's avatar
Guolin Ke committed
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
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
    );
  }
}

inline void Linkers::Send(int rank, char* data, int len) const {
  if (len <= 0) {
    return;
  }
  int send_cnt = 0;
  while (send_cnt < len) {
    send_cnt += linkers_[rank]->Send(data + send_cnt, len - send_cnt);
  }
}

inline void Linkers::SendRecv(int send_rank, char* send_data, int send_len,
  int recv_rank, char* recv_data, int recv_len) {
  auto start_time = std::chrono::high_resolution_clock::now();
  if (send_len < SocketConfig::kSocketBufferSize) {
    // if buffer is enough, send will non-blocking
    Send(send_rank, send_data, send_len);
    Recv(recv_rank, recv_data, recv_len);
  } else {
    // if buffer is not enough, use another thread to send, since send will be blocking
    std::thread send_worker(
      [this, send_rank, send_data, send_len]() {
      Send(send_rank, send_data, send_len);
    });
    Recv(recv_rank, recv_data, recv_len);
    send_worker.join();
  }
  // wait for send complete
  auto end_time = std::chrono::high_resolution_clock::now();
  // output used time on each iteration
  network_time_ += std::chrono::duration<double, std::milli>(end_time - start_time);
}

#endif  // USE_SOCKET

#ifdef USE_MPI

inline void Linkers::Recv(int rank, char* data, int len) const {
  MPI_Status status;
  int read_cnt = 0;
  while (read_cnt < len) {
    MPI_SAFE_CALL(MPI_Recv(data + read_cnt, len - read_cnt, MPI_BYTE, rank, MPI_ANY_TAG, MPI_COMM_WORLD, &status));
    int cur_cnt;
    MPI_SAFE_CALL(MPI_Get_count(&status, MPI_BYTE, &cur_cnt));
    read_cnt += cur_cnt;
  }
}

inline void Linkers::Send(int rank, char* data, int len) const {
  if (len <= 0) {
    return;
  }
  MPI_Status status;
  MPI_Request send_request;
  MPI_SAFE_CALL(MPI_Isend(data, len, MPI_BYTE, rank, 0, MPI_COMM_WORLD, &send_request));
  MPI_SAFE_CALL(MPI_Wait(&send_request, &status));
}

inline void Linkers::SendRecv(int send_rank, char* send_data, int send_len,
  int recv_rank, char* recv_data, int recv_len) {
  MPI_Request send_request;
  // send first, non-blocking
  MPI_SAFE_CALL(MPI_Isend(send_data, send_len, MPI_BYTE, send_rank, 0, MPI_COMM_WORLD, &send_request));
  // then receive, blocking
  MPI_Status status;
  int read_cnt = 0;
  while (read_cnt < recv_len) {
    MPI_SAFE_CALL(MPI_Recv(recv_data + read_cnt, recv_len - read_cnt, MPI_BYTE, recv_rank, 0, MPI_COMM_WORLD, &status));
    int cur_cnt;
    MPI_SAFE_CALL(MPI_Get_count(&status, MPI_BYTE, &cur_cnt));
    read_cnt += cur_cnt;
  }
  // wait for send complete
  MPI_SAFE_CALL(MPI_Wait(&send_request, &status));
}

#endif  // USE_MPI
}  // namespace LightGBM
Guolin Ke's avatar
Guolin Ke committed
259
#endif   // LightGBM_NETWORK_LINKERS_H_