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refactor(framework) Move gRPC stub wrapping with RetryInvoker to flwr.common #4636

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Dec 12, 2024
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67 changes: 67 additions & 0 deletions src/py/flwr/common/retry_invoker.py
Original file line number Diff line number Diff line change
Expand Up @@ -20,8 +20,16 @@
import time
from collections.abc import Generator, Iterable
from dataclasses import dataclass
from logging import INFO, WARN
from typing import Any, Callable, Optional, Union, cast

import grpc

from flwr.common.constant import MAX_RETRY_DELAY
from flwr.common.logger import log
from flwr.proto.clientappio_pb2_grpc import ClientAppIoStub
from flwr.proto.serverappio_pb2_grpc import ServerAppIoStub


def exponential(
base_delay: float = 1,
Expand Down Expand Up @@ -303,3 +311,62 @@ def giveup_check(_exception: Exception) -> bool:
# Trigger success event
try_call_event_handler(self.on_success)
return ret


def _make_simple_grpc_retry_invoker() -> RetryInvoker:
"""Create a simple gRPC retry invoker."""

def _on_sucess(retry_state: RetryState) -> None:
if retry_state.tries > 1:
log(
INFO,
"Connection successful after %.2f seconds and %s tries.",
retry_state.elapsed_time,
retry_state.tries,
)

def _on_backoff(retry_state: RetryState) -> None:
if retry_state.tries == 1:
log(WARN, "Connection attempt failed, retrying...")
else:
log(
WARN,
"Connection attempt failed, retrying in %.2f seconds",
retry_state.actual_wait,
)

def _on_giveup(retry_state: RetryState) -> None:
if retry_state.tries > 1:
log(
WARN,
"Giving up reconnection after %.2f seconds and %s tries.",
retry_state.elapsed_time,
retry_state.tries,
)

return RetryInvoker(
wait_gen_factory=lambda: exponential(max_delay=MAX_RETRY_DELAY),
recoverable_exceptions=grpc.RpcError,
max_tries=None,
max_time=None,
on_success=_on_sucess,
on_backoff=_on_backoff,
on_giveup=_on_giveup,
should_giveup=lambda e: e.code() != grpc.StatusCode.UNAVAILABLE, # type: ignore
)


def _wrap_stub(
stub: Union[ServerAppIoStub, ClientAppIoStub], retry_invoker: RetryInvoker
) -> None:
"""Wrap a gRPC stub with a retry invoker."""

def make_lambda(original_method: Any) -> Any:
return lambda *args, **kwargs: retry_invoker.invoke(
original_method, *args, **kwargs
)

for method_name in vars(stub):
method = getattr(stub, method_name)
if callable(method):
setattr(stub, method_name, make_lambda(method))
65 changes: 4 additions & 61 deletions src/py/flwr/server/driver/grpc_driver.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,16 +17,16 @@
import time
import warnings
from collections.abc import Iterable
from logging import DEBUG, INFO, WARN, WARNING
from typing import Any, Optional, cast
from logging import DEBUG, WARNING
from typing import Optional, cast

import grpc

from flwr.common import DEFAULT_TTL, Message, Metadata, RecordSet
from flwr.common.constant import MAX_RETRY_DELAY, SERVERAPPIO_API_DEFAULT_CLIENT_ADDRESS
from flwr.common.constant import SERVERAPPIO_API_DEFAULT_CLIENT_ADDRESS
from flwr.common.grpc import create_channel
from flwr.common.logger import log
from flwr.common.retry_invoker import RetryInvoker, RetryState, exponential
from flwr.common.retry_invoker import _make_simple_grpc_retry_invoker, _wrap_stub
from flwr.common.serde import message_from_taskres, message_to_taskins, run_from_proto
from flwr.common.typing import Run
from flwr.proto.node_pb2 import Node # pylint: disable=E0611
Expand Down Expand Up @@ -262,60 +262,3 @@ def close(self) -> None:
return
# Disconnect
self._disconnect()


def _make_simple_grpc_retry_invoker() -> RetryInvoker:
"""Create a simple gRPC retry invoker."""

def _on_sucess(retry_state: RetryState) -> None:
if retry_state.tries > 1:
log(
INFO,
"Connection successful after %.2f seconds and %s tries.",
retry_state.elapsed_time,
retry_state.tries,
)

def _on_backoff(retry_state: RetryState) -> None:
if retry_state.tries == 1:
log(WARN, "Connection attempt failed, retrying...")
else:
log(
WARN,
"Connection attempt failed, retrying in %.2f seconds",
retry_state.actual_wait,
)

def _on_giveup(retry_state: RetryState) -> None:
if retry_state.tries > 1:
log(
WARN,
"Giving up reconnection after %.2f seconds and %s tries.",
retry_state.elapsed_time,
retry_state.tries,
)

return RetryInvoker(
wait_gen_factory=lambda: exponential(max_delay=MAX_RETRY_DELAY),
recoverable_exceptions=grpc.RpcError,
max_tries=None,
max_time=None,
on_success=_on_sucess,
on_backoff=_on_backoff,
on_giveup=_on_giveup,
should_giveup=lambda e: e.code() != grpc.StatusCode.UNAVAILABLE, # type: ignore
)


def _wrap_stub(stub: ServerAppIoStub, retry_invoker: RetryInvoker) -> None:
"""Wrap the gRPC stub with a retry invoker."""

def make_lambda(original_method: Any) -> Any:
return lambda *args, **kwargs: retry_invoker.invoke(
original_method, *args, **kwargs
)

for method_name in vars(stub):
method = getattr(stub, method_name)
if callable(method):
setattr(stub, method_name, make_lambda(method))