"""Server data""" from .._ffi.function import _init_api # Remove C++ bindings for now, since not used class ServerState: """Data stored in one DGL server. In a distributed setting, DGL partitions all data associated with the graph (e.g., node and edge features, graph structure, etc.) to multiple partitions, each handled by one DGL server. Hence, the ServerState class includes all the data associated with a graph partition. Under some setup, users may want to deploy servers in a heterogeneous way -- servers are further divided into special groups for fetching/updating node/edge data and for sampling/querying on graph structure respectively. In this case, the ServerState can be configured to include only node/edge data or graph structure. Each machine can have multiple server and client processes, but only one server is the *master* server while all the others are backup servers. All clients and backup servers share the state of the master server via shared memory, which means the ServerState class must be serializable and large bulk data (e.g., node/edge features) must be stored in NDArray to leverage shared memory. Attributes ---------- kv_store : KVServer reference for KVServer graph : DGLGraph Graph structure of one partition total_num_nodes : int Total number of nodes total_num_edges : int Total number of edges partition_book : GraphPartitionBook Graph Partition book use_graphbolt : bool Whether to use graphbolt for dataloading. """ def __init__(self, kv_store, local_g, partition_book, use_graphbolt=False): self._kv_store = kv_store self._graph = local_g self.partition_book = partition_book self._roles = {} self._use_graphbolt = use_graphbolt @property def roles(self): """Roles of the client processes""" return self._roles @property def kv_store(self): """Get data store.""" return self._kv_store @kv_store.setter def kv_store(self, kv_store): self._kv_store = kv_store @property def graph(self): """Get graph data.""" return self._graph @graph.setter def graph(self, graph): self._graph = graph @property def use_graphbolt(self): """Whether to use graphbolt for dataloading.""" return self._use_graphbolt _init_api("dgl.distributed.server_state")