Source code for nvflare.fuel.utils.fobs

# Copyright (c) 2022, NVIDIA CORPORATION.  All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from nvflare.fuel.utils.fobs.decomposer import Decomposer
from nvflare.fuel.utils.fobs.fobs import (
    add_type_name_whitelist,
    auto_register_enum_types,
    deserialize,
    deserialize_stream,
    get_dot_handler,
    num_decomposers,
    register,
    register_data_classes,
    register_enum_types,
    register_folder,
    reset,
    serialize,
    serialize_stream,
)
from nvflare.fuel.utils.fobs.lobs import (
    dump_to_bytes,
    dump_to_file,
    dump_to_stream,
    load_from_bytes,
    load_from_file,
    load_from_stream,
)

# aliases for compatibility to Pickle/json
load = load_from_stream
dump = dump_to_stream
loads = load_from_bytes
dumps = dump_to_bytes
loadf = load_from_file
dumpf = dump_to_file


[docs] class FOBSContextKey: CELL = "cell" CORE_CELL = "core_cell" MESSAGE = "message" ABORT_SIGNAL = "abort_signal" DOWNLOAD_REQ_TIMEOUT = "download_req_timeout" SEC_CREDS = "sec_creds" NUM_RECEIVERS = "num_receivers" # When True, ViaDownloaderDecomposer will NOT download tensors at this hop. # Instead it creates LazyDownloadRef placeholders that preserve the original # source FQCN/ref_id so the reference can be forwarded verbatim to the next # hop (e.g. a subprocess agent), which then downloads directly from the # originating source. This eliminates intermediate tensor copies at the # forwarding node (the CJ) and is the foundation of the B1 pass-through # architecture. PASS_THROUGH = "pass_through" # Optional callable set by FlareAgent before serialising a result message # when reverse PASS_THROUGH is active (subprocess → CJ → server). Signature: # cb(tx_id: str, status: str, base_objs: list) -> None # _create_downloader() chains this callback into the transaction_done_cb so # it fires when the server (or Swarm peer) finishes downloading from this # subprocess's DownloadService. FlareAgent waits on a threading.Event # backed by this callback to gate subprocess exit on download completion. DOWNLOAD_COMPLETE_CB = "download_complete_cb"