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network.h
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/*!
* 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>
#include <dgl/runtime/ndarray.h>
#include <string.h>
#include <vector>
#include <string>
#include "../c_api_common.h"
#include "../rpc/network/msg_queue.h"
using dgl::runtime::NDArray;
namespace dgl {
namespace network {
/*!
* \brief Create NDArray from raw data
*/
NDArray CreateNDArrayFromRaw(std::vector<int64_t> shape,
DLDataType dtype,
DLContext ctx,
void* raw);
/*!
* \brief Message type for DGL distributed training
*/
enum MessageType {
/*!
* \brief Message for send/recv NodeFlow
*/
kNodeFlowMsg = 0,
/*!
* \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
*/
kBarrierMsg = 6,
/*!
* \brief IP and ID msg for KVStore
*/
kIPIDMsg = 7,
/*!
* \brief Get data shape msg for KVStore
*/
kGetShapeMsg = 8,
/*!
* \brief Get data shape back msg for KVStore
*/
kGetShapeBackMsg = 9
};
/*!
* \brief Meta data for NDArray message
*/
class ArrayMeta {
public:
/*!
* \brief ArrayMeta constructor.
* \param msg_type type of message
*/
explicit ArrayMeta(int msg_type)
: msg_type_(msg_type), ndarray_count_(0) {}
/*!
* \brief Construct ArrayMeta from binary data buffer.
* \param buffer data buffer
* \param size data size
*/
ArrayMeta(char* buffer, int64_t size) {
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_;
}
/*!
* \brief Add NDArray meta data to ArrayMeta
* \param array DGL NDArray
*/
void AddArray(const NDArray& array);
/*!
* \brief Serialize ArrayMeta to data buffer
* \param size size of serialized message
* \return pointer of data buffer
*/
char* Serialize(int64_t* size);
/*!
* \brief Deserialize ArrayMeta from data buffer
* \param buffer data buffer
* \param size size of data buffer
*/
void Deserialize(char* buffer, int64_t size);
/*!
* \brief type of message
*/
int msg_type_;
/*!
* \brief count of ndarray in MetaMsg
*/
int ndarray_count_;
/*!
* \brief DataType for each NDArray
*/
std::vector<DLDataType> data_type_;
/*!
* \brief We first write the ndim to data_shape_
* and then write the data shape.
*/
std::vector<int64_t> data_shape_;
};
/*!
* \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;
/*!
* \brief data shape
*/
NDArray shape;
};
} // namespace network
} // namespace dgl
#endif // DGL_GRAPH_NETWORK_H_