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feat(framework) Introduce
SimulationIoConnection
(#4430)
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# Copyright 2024 Flower Labs GmbH. 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. | ||
# ============================================================================== | ||
"""Flower SimulationIo connection.""" | ||
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from logging import DEBUG, WARNING | ||
from typing import Optional, cast | ||
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import grpc | ||
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from flwr.common.constant import SIMULATIONIO_API_DEFAULT_ADDRESS | ||
from flwr.common.grpc import create_channel | ||
from flwr.common.logger import log | ||
from flwr.proto.simulationio_pb2_grpc import SimulationIoStub # pylint: disable=E0611 | ||
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class SimulationIoConnection: | ||
"""`SimulationIoConnection` provides an interface to the SimulationIo API. | ||
Parameters | ||
---------- | ||
simulationio_service_address : str (default: "[::]:9094") | ||
The address (URL, IPv6, IPv4) of the SuperLink SimulationIo API service. | ||
root_certificates : Optional[bytes] (default: None) | ||
The PEM-encoded root certificates as a byte string. | ||
If provided, a secure connection using the certificates will be | ||
established to an SSL-enabled Flower server. | ||
""" | ||
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def __init__( # pylint: disable=too-many-arguments | ||
self, | ||
simulationio_service_address: str = SIMULATIONIO_API_DEFAULT_ADDRESS, | ||
root_certificates: Optional[bytes] = None, | ||
) -> None: | ||
self._addr = simulationio_service_address | ||
self._cert = root_certificates | ||
self._grpc_stub: Optional[SimulationIoStub] = None | ||
self._channel: Optional[grpc.Channel] = None | ||
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@property | ||
def _is_connected(self) -> bool: | ||
"""Check if connected to the SimulationIo API server.""" | ||
return self._channel is not None | ||
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@property | ||
def _stub(self) -> SimulationIoStub: | ||
"""SimulationIo stub.""" | ||
if not self._is_connected: | ||
self._connect() | ||
return cast(SimulationIoStub, self._grpc_stub) | ||
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def _connect(self) -> None: | ||
"""Connect to the SimulationIo API.""" | ||
if self._is_connected: | ||
log(WARNING, "Already connected") | ||
return | ||
self._channel = create_channel( | ||
server_address=self._addr, | ||
insecure=(self._cert is None), | ||
root_certificates=self._cert, | ||
) | ||
self._grpc_stub = SimulationIoStub(self._channel) | ||
log(DEBUG, "[SimulationIO] Connected to %s", self._addr) | ||
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def _disconnect(self) -> None: | ||
"""Disconnect from the SimulationIo API.""" | ||
if not self._is_connected: | ||
log(DEBUG, "Already disconnected") | ||
return | ||
channel: grpc.Channel = self._channel | ||
self._channel = None | ||
self._grpc_stub = None | ||
channel.close() | ||
log(DEBUG, "[SimulationIO] Disconnected") |