nvflare.app_opt.xgboost.histogram_based_v2 package

Subpackages

• nvflare.app_opt.xgboost.histogram_based_v2.adaptors package
  • Submodules
    • nvflare.app_opt.xgboost.histogram_based_v2.adaptors.grpc_client_adaptor module
      • GrpcClientAdaptor
    • nvflare.app_opt.xgboost.histogram_based_v2.adaptors.grpc_server_adaptor module
      • GrpcServerAdaptor
  • Module contents
• nvflare.app_opt.xgboost.histogram_based_v2.grpc package
  • Submodules
    • nvflare.app_opt.xgboost.histogram_based_v2.grpc.defs module
    • nvflare.app_opt.xgboost.histogram_based_v2.grpc.grpc_client module
      • GrpcClient
    • nvflare.app_opt.xgboost.histogram_based_v2.grpc.grpc_server module
      • GrpcServer
  • Module contents
• nvflare.app_opt.xgboost.histogram_based_v2.proto package
  • Submodules
    • nvflare.app_opt.xgboost.histogram_based_v2.proto.federated_pb2 module
    • nvflare.app_opt.xgboost.histogram_based_v2.proto.federated_pb2_grpc module
      • Federated
      • FederatedServicer
      • FederatedStub
      • add_FederatedServicer_to_server()
  • Module contents
• nvflare.app_opt.xgboost.histogram_based_v2.runners package
  • Submodules
    • nvflare.app_opt.xgboost.histogram_based_v2.runners.client_runner module
      • XGBClientRunner
      • XGBoostParams
    • nvflare.app_opt.xgboost.histogram_based_v2.runners.server_runner module
      • XGBServerRunner
  • Module contents

Submodules

• nvflare.app_opt.xgboost.histogram_based_v2.adaptor module
  • XGBAdaptor
    • XGBAdaptor.configure()
    • XGBAdaptor.initialize()
    • XGBAdaptor.monitor_target()
    • XGBAdaptor.set_abort_signal()
    • XGBAdaptor.set_runner()
    • XGBAdaptor.start()
    • XGBAdaptor.stop()
  • XGBClientAdaptor
    • XGBClientAdaptor.configure()
  • XGBServerAdaptor
    • XGBServerAdaptor.all_gather()
    • XGBServerAdaptor.all_reduce()
    • XGBServerAdaptor.broadcast()
    • XGBServerAdaptor.configure()
• nvflare.app_opt.xgboost.histogram_based_v2.adaptor_controller module
  • ClientStatus
  • XGBController
    • XGBController.control_flow()
    • XGBController.get_adaptor()
    • XGBController.process_result_of_unknown_task()
    • XGBController.start_controller()
    • XGBController.stop_controller()
• nvflare.app_opt.xgboost.histogram_based_v2.adaptor_executor module
  • XGBExecutor
    • XGBExecutor.execute()
    • XGBExecutor.get_adaptor()
    • XGBExecutor.handle_event()
• nvflare.app_opt.xgboost.histogram_based_v2.controller module
  • XGBFedController
    • XGBFedController.get_adaptor()
• nvflare.app_opt.xgboost.histogram_based_v2.defs module
  • Constant
    • Constant.CONFIG_TASK_NAME
    • Constant.CONFIG_TASK_TIMEOUT
    • Constant.CONF_KEY_CLIENT_RANKS
    • Constant.CONF_KEY_NUM_ROUNDS
    • Constant.CONF_KEY_RANK
    • Constant.CONF_KEY_WORLD_SIZE
    • Constant.ERR_INVALID_RANK
    • Constant.ERR_NO_CLIENT_FOR_RANK
    • Constant.ERR_OP_MISMATCH
    • Constant.ERR_TARGET_ERROR
    • Constant.EXIT_CODE_CANT_START_XGB
    • Constant.JOB_STATUS_CHECK_INTERVAL
    • Constant.MAX_CLIENT_OP_INTERVAL
    • Constant.MSG_KEY_EXIT_CODE
    • Constant.MSG_KEY_XGB_OP
    • Constant.MSG_KEY_XGB_REQ_ID
    • Constant.MSG_KEY_XGB_REQ_RECEIVED
    • Constant.MSG_KEY_XGB_REQ_TRY_NUM
    • Constant.OPCODE_ALL_GATHER
    • Constant.OPCODE_ALL_GATHER_V
    • Constant.OPCODE_ALL_REDUCE
    • Constant.OPCODE_BROADCAST
    • Constant.OPCODE_DONE
    • Constant.OPCODE_NONE
    • Constant.OP_ALL_GATHER
    • Constant.OP_ALL_GATHER_V
    • Constant.OP_ALL_REDUCE
    • Constant.OP_BROADCAST
    • Constant.PARAM_KEY_DATA_TYPE
    • Constant.PARAM_KEY_RANK
    • Constant.PARAM_KEY_RCV_BUF
    • Constant.PARAM_KEY_REDUCE_OP
    • Constant.PARAM_KEY_ROOT
    • Constant.PARAM_KEY_SEND_BUF
    • Constant.PARAM_KEY_SEQ
    • Constant.RUNNER_CTX_CLIENT_NAME
    • Constant.RUNNER_CTX_MODEL_DIR
    • Constant.RUNNER_CTX_NUM_ROUNDS
    • Constant.RUNNER_CTX_PORT
    • Constant.RUNNER_CTX_RANK
    • Constant.RUNNER_CTX_SERVER_ADDR
    • Constant.RUNNER_CTX_WORLD_SIZE
    • Constant.START_TASK_NAME
    • Constant.START_TASK_TIMEOUT
    • Constant.TASK_CHECK_INTERVAL
    • Constant.TOPIC_CLIENT_DONE
    • Constant.TOPIC_XGB_REQUEST
    • Constant.TOPIC_XGB_REQUEST_CHECK
    • Constant.TRAIN_TASK_NAME
    • Constant.WORKFLOW_PROGRESS_TIMEOUT
    • Constant.XGB_SERVER_READY_TIMEOUT
• nvflare.app_opt.xgboost.histogram_based_v2.executor module
  • FedXGBHistogramExecutor
    • FedXGBHistogramExecutor.get_adaptor()
• nvflare.app_opt.xgboost.histogram_based_v2.runner module
  • XGBRunner
    • XGBRunner.initialize()
    • XGBRunner.is_stopped()
    • XGBRunner.run()
    • XGBRunner.stop()

Module contents