Source code for nvflare.fuel.f3.cellnet.utils

# Copyright (c) 2023, 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 typing import Any

import nvflare.fuel.utils.fobs as fobs
from nvflare.fuel.f3.cellnet.defs import Encoding, MessageHeaderKey
from nvflare.fuel.f3.message import Message
from nvflare.fuel.f3.streaming.stream_const import StreamHeaderKey
from nvflare.fuel.utils.buffer_list import BufferList

cell_mapping = {
    "O": MessageHeaderKey.ORIGIN,
    "D": MessageHeaderKey.DESTINATION,
    "F": MessageHeaderKey.FROM_CELL,
    "T": MessageHeaderKey.TO_CELL,
}

msg_mapping = {
    "CH": MessageHeaderKey.CHANNEL,
    "TP": MessageHeaderKey.TOPIC,
    "SCH": StreamHeaderKey.CHANNEL,
    "STP": StreamHeaderKey.TOPIC,
    "SEQ": StreamHeaderKey.SEQUENCE,
}


[docs] def new_cell_message(headers: dict, payload=None): msg_headers = {} if headers: msg_headers.update(headers) return Message(msg_headers, payload)
[docs] def make_reply(rc: str, error: str = "", body=None) -> Message: headers = {MessageHeaderKey.RETURN_CODE: rc} if error: headers[MessageHeaderKey.ERROR] = error return Message(headers, payload=body)
[docs] def shorten_string(string): if len(string) > 8: ss = ":" + string[-7:] else: ss = string return ss
[docs] def buffer_len(buffer: Any): if not buffer: buf_len = 0 elif isinstance(buffer, list): buf_len = BufferList(buffer).get_size() else: buf_len = len(buffer) return buf_len
[docs] def shorten_fqcn(fqcn): parts = fqcn.split(".") s_fqcn = ".".join([shorten_string(p) for p in parts]) return s_fqcn
[docs] def get_msg_header_value(m, k): return m.get_header(k, "?")
[docs] def format_log_message(fqcn: str, message: Message, log: str) -> str: context = [f"[ME={shorten_fqcn(fqcn)}"] for k, v in cell_mapping.items(): string = f"{k}={shorten_fqcn(get_msg_header_value(message, v))}" context.append(string) for k, v in msg_mapping.items(): string = f"{k}={get_msg_header_value(message, v)}" context.append(string) return " ".join(context) + f"] {log}"
[docs] def encode_payload(message: Message, encoding_key=MessageHeaderKey.PAYLOAD_ENCODING) -> int: """Encode the payload of the specified message. Args: message: the message to be encoded encoding_key: the key name of the encoding property in the message header. If the encoding property is not set in the message header, then it means that the message payload has not been encoded. If the property is already set, then the message payload is already encoded, and no processing is done. If encoding is needed, we will determine the encoding scheme based on the data type of the payload: - If the payload is None, encoding scheme is NONE - If the payload data type is like bytes, encoding scheme is BYTES - Otherwise, encoding scheme is FOBS, and the payload is serialized with FOBS. Returns: the encoded payload size. """ encoding = message.get_header(encoding_key) if not encoding: if message.payload is None: encoding = Encoding.NONE elif isinstance(message.payload, (bytes, bytearray, memoryview)): encoding = Encoding.BYTES else: encoding = Encoding.FOBS message.payload = fobs.dumps(message.payload, buffer_list=True) message.set_header(encoding_key, encoding) size = buffer_len(message.payload) message.set_header(MessageHeaderKey.PAYLOAD_LEN, size) return size
[docs] def decode_payload(message: Message, encoding_key=MessageHeaderKey.PAYLOAD_ENCODING): size = buffer_len(message.payload) message.set_header(MessageHeaderKey.PAYLOAD_LEN, size) encoding = message.get_header(encoding_key) if not encoding: return if encoding == Encoding.FOBS: message.payload = fobs.loads(message.payload) elif encoding == Encoding.NONE: message.payload = None else: # assume to be bytes pass message.remove_header(encoding_key)
[docs] def format_size(size, binary=False): """Format size in human-readable formats like KB, MB, KiB, MiB Args: size: Size in bytes binary: If binary, one K is 1024 bytes, otherwise 1000 bytes. Returns: Size in human-readable format (like 10MB, 100.2GiB etc) """ if binary: kilo = 1024.0 suffix = "iB" else: kilo = 1000.0 suffix = "B" num = int(size) unit_found = False for unit in ("", "K", "M", "G", "T"): if abs(num) < kilo: unit_found = True break num /= kilo if not unit_found: unit = "P" if not unit: suffix = "B" num_str = f"{num:.1f}".rstrip("0").rstrip(".") return f"{num_str}{unit}{suffix}"