class SubscriberImpl( Subscriber, ConnectionReinitializer[SubscribeRequest, SubscribeResponse] ): _base_initial: InitialSubscribeRequest _token_flush_seconds: float _connection: RetryingConnection[SubscribeRequest, SubscribeResponse] _reset_handler: SubscriberResetHandler _outstanding_flow_control: FlowControlBatcher _last_received_offset: Optional[int] _message_queue: "asyncio.Queue[List[SequencedMessage.meta.pb]]" _receiver: Optional[asyncio.Future] _flusher: Optional[asyncio.Future] def __init__( self, base_initial: InitialSubscribeRequest, token_flush_seconds: float, factory: ConnectionFactory[SubscribeRequest, SubscribeResponse], reset_handler: SubscriberResetHandler, ): self._base_initial = base_initial self._token_flush_seconds = token_flush_seconds self._connection = RetryingConnection(factory, self) self._reset_handler = reset_handler self._outstanding_flow_control = FlowControlBatcher() self._reinitializing = False self._last_received_offset = None self._message_queue = asyncio.Queue() self._receiver = None self._flusher = None async def __aenter__(self): await self._connection.__aenter__() return self def _start_loopers(self): assert self._receiver is None assert self._flusher is None self._receiver = asyncio.ensure_future(self._receive_loop()) self._flusher = asyncio.ensure_future(self._flush_loop()) async def _stop_loopers(self): if self._receiver: self._receiver.cancel() await wait_ignore_errors(self._receiver) self._receiver = None if self._flusher: self._flusher.cancel() await wait_ignore_errors(self._flusher) self._flusher = None def _handle_response(self, response: SubscribeResponse): if "messages" not in response: self._connection.fail( FailedPrecondition( "Received an invalid subsequent response on the subscribe stream." ) ) return # Workaround for incredibly slow proto-plus-python accesses messages = list(response.messages.messages._pb) self._outstanding_flow_control.on_messages(messages) for message in messages: if ( self._last_received_offset is not None and message.cursor.offset <= self._last_received_offset ): self._connection.fail( FailedPrecondition( "Received an invalid out of order message from the server. Message is {}, previous last received is {}.".format( message.cursor.offset, self._last_received_offset ) ) ) return self._last_received_offset = message.cursor.offset # queue is unbounded. self._message_queue.put_nowait(messages) async def _receive_loop(self): while True: response = await self._connection.read() self._handle_response(response) async def _try_send_tokens(self): req = self._outstanding_flow_control.release_pending_request() if req is None: return try: await self._connection.write(SubscribeRequest(flow_control=req)) except GoogleAPICallError: # May be transient, in which case these tokens will be resent. pass async def _flush_loop(self): while True: await asyncio.sleep(self._token_flush_seconds) await self._try_send_tokens() async def __aexit__(self, exc_type, exc_val, exc_tb): await self._stop_loopers() await self._connection.__aexit__(exc_type, exc_val, exc_tb) @overrides async def stop_processing(self, error: GoogleAPICallError): await self._stop_loopers() if is_reset_signal(error): # Discard undelivered messages and refill flow control tokens. while not self._message_queue.empty(): batch: List[SequencedMessage.meta.pb] = self._message_queue.get_nowait() allowed_bytes = sum(message.size_bytes for message in batch) self._outstanding_flow_control.add( FlowControlRequest( allowed_messages=len(batch), allowed_bytes=allowed_bytes, ) ) await self._reset_handler.handle_reset() self._last_received_offset = None @overrides async def reinitialize( self, connection: Connection[SubscribeRequest, SubscribeResponse] ): initial = deepcopy(self._base_initial) if self._last_received_offset is not None: initial.initial_location = SeekRequest( cursor=Cursor(offset=self._last_received_offset + 1) ) else: initial.initial_location = SeekRequest( named_target=SeekRequest.NamedTarget.COMMITTED_CURSOR ) await connection.write(SubscribeRequest(initial=initial)) response = await connection.read() if "initial" not in response: self._connection.fail( FailedPrecondition( "Received an invalid initial response on the subscribe stream." ) ) return tokens = self._outstanding_flow_control.request_for_restart() if tokens is not None: await connection.write(SubscribeRequest(flow_control=tokens)) self._start_loopers() async def read(self) -> List[SequencedMessage.meta.pb]: return await self._connection.await_unless_failed(self._message_queue.get()) def allow_flow(self, request: FlowControlRequest): self._outstanding_flow_control.add(request)