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.adaptor module
      • AppAdaptor
    • 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
    • nvflare.app_opt.xgboost.histogram_based_v2.adaptors.xgb_adaptor module
      • XGBClientAdaptor
      • XGBServerAdaptor
  • Module contents
• nvflare.app_opt.xgboost.histogram_based_v2.mock package
  • Submodules
    • nvflare.app_opt.xgboost.histogram_based_v2.mock.aggr_servicer module
      • AggrServicer
      • ReqWaiter
    • nvflare.app_opt.xgboost.histogram_based_v2.mock.mock_client_runner module
      • MockClientRunner
    • nvflare.app_opt.xgboost.histogram_based_v2.mock.mock_controller module
      • MockXGBController
    • nvflare.app_opt.xgboost.histogram_based_v2.mock.mock_data_converter module
      • MockDataConverter
      • TupleAggregator
      • decode_msg()
    • nvflare.app_opt.xgboost.histogram_based_v2.mock.mock_executor module
      • MockXGBExecutor
    • nvflare.app_opt.xgboost.histogram_based_v2.mock.mock_secure_client_runner module
      • MockSecureClientRunner
      • encode_msg()
    • nvflare.app_opt.xgboost.histogram_based_v2.mock.mock_secure_executor module
      • MockSecureXGBExecutor
    • nvflare.app_opt.xgboost.histogram_based_v2.mock.mock_server_runner module
      • MockServerRunner
    • nvflare.app_opt.xgboost.histogram_based_v2.mock.run_client module
      • main()
    • nvflare.app_opt.xgboost.histogram_based_v2.mock.run_server module
      • main()
  • 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.xgb_client_runner module
    • nvflare.app_opt.xgboost.histogram_based_v2.runners.xgb_runner module
      • AppRunner
    • nvflare.app_opt.xgboost.histogram_based_v2.runners.xgb_server_runner module
      • XGBServerRunner
  • Module contents
• nvflare.app_opt.xgboost.histogram_based_v2.sec package
  • Subpackages
    • nvflare.app_opt.xgboost.histogram_based_v2.sec.partial_he package
      • Submodules
      • Module contents
  • Submodules
    • nvflare.app_opt.xgboost.histogram_based_v2.sec.client_handler module
      • ClientSecurityHandler
    • nvflare.app_opt.xgboost.histogram_based_v2.sec.dam module
      • DamDecoder
      • DamEncoder
    • nvflare.app_opt.xgboost.histogram_based_v2.sec.data_converter module
      • AggregationContext
      • DataConverter
      • FeatureAggregationResult
      • FeatureContext
    • nvflare.app_opt.xgboost.histogram_based_v2.sec.processor_data_converter module
      • ProcessorDataConverter
    • nvflare.app_opt.xgboost.histogram_based_v2.sec.sec_handler module
      • SecurityHandler
    • nvflare.app_opt.xgboost.histogram_based_v2.sec.server_handler module
      • ServerSecurityHandler
  • Module contents

Submodules

• nvflare.app_opt.xgboost.histogram_based_v2.aggr module
  • Aggregator
    • Aggregator.add()
    • Aggregator.aggregate()
• nvflare.app_opt.xgboost.histogram_based_v2.controller module
  • ClientStatus
  • XGBController
    • XGBController.control_flow()
    • XGBController.get_adaptor()
    • XGBController.handle_event()
    • XGBController.process_result_of_unknown_task()
    • XGBController.start_controller()
    • XGBController.stop_controller()
• nvflare.app_opt.xgboost.histogram_based_v2.csv_data_loader module
  • CSVDataLoader
    • CSVDataLoader.load_data()
• 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_DATA_SPLIT_MODE
    • Constant.CONF_KEY_DISABLE_VERSION_CHECK
    • Constant.CONF_KEY_NUM_ROUNDS
    • Constant.CONF_KEY_SECURE_TRAINING
    • Constant.CONF_KEY_WORLD_SIZE
    • Constant.CONF_KEY_XGB_OPTIONS
    • Constant.CONF_KEY_XGB_PARAMS
    • Constant.DUMMY_BUFFER_SIZE
    • Constant.ERR_INVALID_RANK
    • Constant.ERR_NO_CLIENT_FOR_RANK
    • Constant.ERR_OP_MISMATCH
    • Constant.ERR_TARGET_ERROR
    • Constant.EVENT_AFTER_ALL_GATHER_V
    • Constant.EVENT_AFTER_BROADCAST
    • Constant.EVENT_BEFORE_ALL_GATHER_V
    • Constant.EVENT_BEFORE_BROADCAST
    • Constant.EVENT_XGB_ABORTED
    • Constant.EVENT_XGB_JOB_CONFIGURED
    • Constant.EXIT_CODE_CANT_START
    • Constant.EXIT_CODE_JOB_ABORT
    • Constant.HEADER_KEY_ENCRYPTED_DATA
    • Constant.HEADER_KEY_HORIZONTAL
    • Constant.HEADER_KEY_IN_AGGR
    • Constant.HEADER_KEY_ORIGINAL_BUF_SIZE
    • Constant.HEADER_KEY_SIZE_DICT
    • Constant.HEADER_KEY_WORLD_SIZE
    • 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_CONFIG_ERROR
    • Constant.PARAM_KEY_DATA_SPLIT_MODE
    • Constant.PARAM_KEY_DATA_TYPE
    • Constant.PARAM_KEY_DISABLE_VERSION_CHECK
    • Constant.PARAM_KEY_EVENT
    • Constant.PARAM_KEY_HEADERS
    • Constant.PARAM_KEY_RANK
    • Constant.PARAM_KEY_RCV_BUF
    • Constant.PARAM_KEY_REDUCE_OP
    • Constant.PARAM_KEY_REPLY
    • Constant.PARAM_KEY_REQUEST
    • Constant.PARAM_KEY_ROOT
    • Constant.PARAM_KEY_SECURE_TRAINING
    • Constant.PARAM_KEY_SEND_BUF
    • Constant.PARAM_KEY_SEQ
    • Constant.RUNNER_CTX_CLIENT_NAME
    • Constant.RUNNER_CTX_DATA_SPLIT_MODE
    • Constant.RUNNER_CTX_MODEL_DIR
    • Constant.RUNNER_CTX_NUM_ROUNDS
    • Constant.RUNNER_CTX_PORT
    • Constant.RUNNER_CTX_RANK
    • Constant.RUNNER_CTX_SECURE_TRAINING
    • Constant.RUNNER_CTX_SERVER_ADDR
    • Constant.RUNNER_CTX_WORLD_SIZE
    • Constant.RUNNER_CTX_XGB_DISABLE_VERSION_CHECK
    • Constant.RUNNER_CTX_XGB_OPTIONS
    • Constant.RUNNER_CTX_XGB_PARAMS
    • 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.WORKFLOW_PROGRESS_TIMEOUT
    • Constant.XGB_SERVER_READY_TIMEOUT
• nvflare.app_opt.xgboost.histogram_based_v2.executor module
  • XGBExecutor
    • XGBExecutor.execute()
    • XGBExecutor.get_adaptor()
    • XGBExecutor.handle_event()
• nvflare.app_opt.xgboost.histogram_based_v2.fed_controller module
  • XGBFedController
    • XGBFedController.get_adaptor()
• nvflare.app_opt.xgboost.histogram_based_v2.fed_executor module
• nvflare.app_opt.xgboost.histogram_based_v2.grpc_client module
  • GrpcClient
    • GrpcClient.send_allgather()
    • GrpcClient.send_allgatherv()
    • GrpcClient.send_allreduce()
    • GrpcClient.send_broadcast()
    • GrpcClient.start()
    • GrpcClient.stop()
• nvflare.app_opt.xgboost.histogram_based_v2.grpc_server module
  • GrpcServer
    • GrpcServer.shutdown()
    • GrpcServer.start()

Module contents