forked from NVIDIA/NVFlare
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Add object retrieval thru streaming (NVIDIA#3125)
* add object retrieval thru streaming * address PR comments * fix typo * added exception handling for validate_request
- Loading branch information
1 parent
939735a
commit 08352b3
Showing
2 changed files
with
436 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,144 @@ | ||
# Copyright (c) 2024, 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. | ||
import os | ||
from typing import Any | ||
|
||
from nvflare.apis.fl_component import FLComponent | ||
from nvflare.apis.fl_context import FLContext | ||
from nvflare.apis.shareable import ReturnCode, Shareable | ||
from nvflare.apis.streaming import StreamContext | ||
|
||
from .file_streamer import FileStreamer | ||
from .object_retriever import ObjectRetriever | ||
|
||
|
||
class FileRetriever(ObjectRetriever): | ||
def __init__( | ||
self, | ||
source_dir: str, | ||
topic: str = None, | ||
stream_msg_optional=False, | ||
stream_msg_secure=False, | ||
dest_dir=None, | ||
chunk_size=None, | ||
chunk_timeout=None, | ||
): | ||
ObjectRetriever.__init__(self, topic) | ||
FLComponent.__init__(self) | ||
self.source_dir = source_dir | ||
self.dest_dir = dest_dir | ||
self.stream_msg_optional = stream_msg_optional | ||
self.stream_msg_secure = stream_msg_secure | ||
self.chunk_size = chunk_size | ||
self.chunk_timeout = chunk_timeout | ||
|
||
def register_stream_processing( | ||
self, | ||
channel: str, | ||
topic: str, | ||
fl_ctx: FLContext, | ||
stream_done_cb, | ||
**cb_kwargs, | ||
): | ||
"""Called on the stream sending side. | ||
Args: | ||
channel: | ||
topic: | ||
fl_ctx: | ||
stream_done_cb: | ||
**cb_kwargs: | ||
Returns: | ||
""" | ||
FileStreamer.register_stream_processing( | ||
channel=channel, | ||
topic=topic, | ||
fl_ctx=fl_ctx, | ||
dest_dir=self.dest_dir, | ||
stream_done_cb=stream_done_cb, | ||
**cb_kwargs, | ||
) | ||
|
||
def validate_request(self, request: Shareable, fl_ctx: FLContext) -> (str, Any): | ||
# the property name "file_name" in the request must match "file_name" attribute of the retrieve_file method | ||
file_name = request.get("file_name") | ||
if not file_name: | ||
self.log_error(fl_ctx, "bad request: missing file_name") | ||
return ReturnCode.BAD_REQUEST_DATA, None | ||
|
||
file_path = os.path.join(self.source_dir, file_name) | ||
if not os.path.isfile(file_path): | ||
self.log_error(fl_ctx, f"bad request: requested file {file_path} is invalid") | ||
return ReturnCode.BAD_REQUEST_DATA, None | ||
|
||
return ReturnCode.OK, file_path | ||
|
||
def retrieve_file(self, from_site: str, fl_ctx: FLContext, timeout: float, file_name: str) -> (str, str): | ||
"""Retrieve a file from the specified site. | ||
This method is to be called by the app. | ||
Args: | ||
from_site: the site that has the file to be retrieved | ||
fl_ctx: FLContext object | ||
timeout: how long to wait for the file | ||
file_name: name of the file to be retrieved | ||
Returns: a tuple of (ReturnCode, location of the file received) | ||
""" | ||
return self.retrieve(from_site=from_site, fl_ctx=fl_ctx, timeout=timeout, file_name=file_name) | ||
|
||
def do_stream( | ||
self, target: str, request: Shareable, fl_ctx: FLContext, stream_ctx: StreamContext, validated_data: Any | ||
): | ||
"""Stream the file to the peer. | ||
Called on the stream sending side. | ||
Args: | ||
target: the receiving site | ||
request: data to be sent | ||
fl_ctx: FLContext object | ||
stream_ctx: the stream context | ||
validated_data: the file full path returned from the validate_request method | ||
Returns: | ||
""" | ||
file_path = validated_data | ||
FileStreamer.stream_file( | ||
targets=[target], | ||
stream_ctx=stream_ctx, | ||
channel=self.stream_channel, | ||
topic=self.topic, | ||
file_name=file_path, | ||
fl_ctx=fl_ctx, | ||
optional=self.stream_msg_optional, | ||
secure=self.stream_msg_secure, | ||
) | ||
|
||
def get_result(self, stream_ctx: StreamContext) -> (str, Any): | ||
"""Called on the stream receiving side. | ||
Get the final result of the streaming. | ||
The result is the location of the received file. | ||
Args: | ||
stream_ctx: the StreamContext | ||
Returns: | ||
""" | ||
self.logger.info(f"getting result from stream ctx: {stream_ctx}") | ||
return FileStreamer.get_rc(stream_ctx), FileStreamer.get_file_location(stream_ctx) |
Oops, something went wrong.