Source code for nvflare.app_opt.xgboost.histogram_based_v2.defs

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from nvflare.fuel.f3.drivers.net_utils import MAX_FRAME_SIZE


[docs] class Constant: # task name defaults CONFIG_TASK_NAME = "config" START_TASK_NAME = "start" # keys of adaptor config parameters CONF_KEY_CLIENT_RANKS = "client_ranks" CONF_KEY_WORLD_SIZE = "world_size" CONF_KEY_NUM_ROUNDS = "num_rounds" CONF_KEY_DATA_SPLIT_MODE = "data_split_mode" CONF_KEY_SECURE_TRAINING = "secure_training" CONF_KEY_XGB_PARAMS = "xgb_params" CONF_KEY_XGB_OPTIONS = "xgb_options" CONF_KEY_DISABLE_VERSION_CHECK = "xgb_disable_version_check" # default component config values CONFIG_TASK_TIMEOUT = 60 START_TASK_TIMEOUT = 10 XGB_SERVER_READY_TIMEOUT = 10.0 TASK_CHECK_INTERVAL = 0.5 JOB_STATUS_CHECK_INTERVAL = 2.0 MAX_CLIENT_OP_INTERVAL = 600.0 WORKFLOW_PROGRESS_TIMEOUT = 3600.0 # message topics TOPIC_XGB_REQUEST = "xgb.request" TOPIC_XGB_REQUEST_CHECK = "xgb.req_check" TOPIC_CLIENT_DONE = "xgb.client_done" # keys for Shareable between client and server MSG_KEY_EXIT_CODE = "exit_code" MSG_KEY_XGB_OP = "xgb.op" MSG_KEY_XGB_REQ_ID = "xgb.req_id" MSG_KEY_XGB_REQ_TRY_NUM = "xgb.req_try_num" MSG_KEY_XGB_REQ_RECEIVED = "xgb.req_received" # XGB operation names OP_ALL_GATHER = "all_gather" OP_ALL_GATHER_V = "all_gather_v" OP_ALL_REDUCE = "all_reduce" OP_BROADCAST = "broadcast" # XGB operation codes OPCODE_NONE = 0 OPCODE_ALL_GATHER = 1 OPCODE_ALL_GATHER_V = 2 OPCODE_ALL_REDUCE = 3 OPCODE_BROADCAST = 4 OPCODE_DONE = 99 # XGB operation error codes ERR_OP_MISMATCH = -1 ERR_INVALID_RANK = -2 ERR_NO_CLIENT_FOR_RANK = -3 ERR_TARGET_ERROR = -4 EXIT_CODE_CANT_START = 101 EXIT_CODE_JOB_ABORT = 102 # XGB operation parameter keys PARAM_KEY_RANK = "xgb.rank" PARAM_KEY_SEQ = "xgb.seq" PARAM_KEY_SEND_BUF = "xgb.send_buf" PARAM_KEY_DATA_TYPE = "xgb.data_type" PARAM_KEY_REDUCE_OP = "xgb.reduce_op" PARAM_KEY_ROOT = "xgb.root" PARAM_KEY_RCV_BUF = "xgb.rcv_buf" PARAM_KEY_HEADERS = "xgb.headers" PARAM_KEY_REPLY = "xgb.reply" PARAM_KEY_REQUEST = "xgb.request" PARAM_KEY_EVENT = "xgb.event" PARAM_KEY_DATA_SPLIT_MODE = "xgb.data_split_mode" PARAM_KEY_SECURE_TRAINING = "xgb.secure_training" PARAM_KEY_CONFIG_ERROR = "xgb.config_error" PARAM_KEY_DISABLE_VERSION_CHECK = "xgb.disable_version_check" RUNNER_CTX_SERVER_ADDR = "server_addr" RUNNER_CTX_PORT = "port" RUNNER_CTX_CLIENT_NAME = "client_name" RUNNER_CTX_NUM_ROUNDS = "num_rounds" RUNNER_CTX_DATA_SPLIT_MODE = "data_split_mode" RUNNER_CTX_SECURE_TRAINING = "secure_training" RUNNER_CTX_XGB_PARAMS = "xgb_params" RUNNER_CTX_XGB_OPTIONS = "xgb_options" RUNNER_CTX_XGB_DISABLE_VERSION_CHECK = "xgb_disable_version_check" RUNNER_CTX_WORLD_SIZE = "world_size" RUNNER_CTX_RANK = "rank" RUNNER_CTX_MODEL_DIR = "model_dir" EVENT_BEFORE_BROADCAST = "xgb.before_broadcast" EVENT_AFTER_BROADCAST = "xgb.after_broadcast" EVENT_BEFORE_ALL_GATHER_V = "xgb.before_all_gather_v" EVENT_AFTER_ALL_GATHER_V = "xgb.after_all_gather_v" EVENT_XGB_JOB_CONFIGURED = "xgb.job_configured" EVENT_XGB_ABORTED = "xgb.aborted" HEADER_KEY_ENCRYPTED_DATA = "xgb.encrypted_data" HEADER_KEY_HORIZONTAL = "xgb.horizontal" HEADER_KEY_ORIGINAL_BUF_SIZE = "xgb.original_buf_size" HEADER_KEY_IN_AGGR = "xgb.in_aggr" HEADER_KEY_WORLD_SIZE = "xgb.world_size" HEADER_KEY_SIZE_DICT = "xgb.size_dict" DUMMY_BUFFER_SIZE = 4
GRPC_DEFAULT_OPTIONS = [ ("grpc.max_send_message_length", MAX_FRAME_SIZE), ("grpc.max_receive_message_length", MAX_FRAME_SIZE), ]