feat/58 - improve Backpressure algorithm
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@@ -124,10 +124,10 @@ class DataMessageHandler:
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:return: DataResponse
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"""
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# Increment the counter for parallel executions and check resource availability
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self.backpressure_handler.increase_parallel_executions()
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self.backpressure_handler.increase_current_load()
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await self.backpressure_handler.check_overload_condition()
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logging_info(
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f"PARALLEL: Current Capacity [{self.backpressure_handler.current_parallel_executions}] of [{self.backpressure_handler.parallel_workers}]"
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f"PARALLEL: Current Capacity [{self.backpressure_handler.current_load}] of [{self.backpressure_handler.maximum_load}]"
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)
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if message.reply_to:
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self.reply_to = message.reply_to
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@@ -155,7 +155,7 @@ class DataMessageHandler:
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except Exception as e:
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logging_error(f"Request handler: {e}")
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self.backpressure_handler.decrease_parallel_executions()
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self.backpressure_handler.decrease_current_load()
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await self.backpressure_handler.check_overload_condition()
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async def reconstitute_data_message(
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@@ -208,12 +208,12 @@ class DataMessageHandler:
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# map_as_string(amq_message.trace_info()), context_with_span, context)
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def record_duration(self, start, delivery_tag):
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global last_data_message_time
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last_data_message_time = time.time()
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global last_backpressure_event_time
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last_backpressure_event_time = time.time()
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logging_info(
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"######[%s] Done, single ACK: %sms.",
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delivery_tag,
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last_data_message_time - start,
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last_backpressure_event_time - start,
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)
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async def send_reply(self, reply_to: str, response: DataResponse):
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@@ -83,24 +83,27 @@ class AMQService:
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logging.info("***********************************************")
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self.loop.run_forever()
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def backpressure(self, current: int, maximum: int = -1):
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def backpressure(self, current_availability: int, maximum: int = -1):
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"""
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Send Backpressure event to the Management Service. The Backpressure logic determines the type of the event
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based on the current and maximum values.
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- OVERLOAD event is triggered immediately when the current value exceeds the maximum threshold, which is
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based on the current_availability and maximum values.
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- OVERLOAD event is triggered immediately when the current_availability value exceeds the maximum threshold, which is
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typically set to 80% of the maximum value.
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- IDLE event is triggered when the current value drops below 20% of the maximum value and remains there for
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- IDLE event is triggered when the current_availability value drops below 20% of the maximum value and remains there for
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a IDLE_WINDOW period of time (see BackpressureHandler).
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- UPDATE event is sent if neither OVERLOAD nor IDLE conditions are met, indicating that the backpressure is
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within acceptable limits.
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:param current: Current value of the backpressure metric.
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:param maximum: Maximum value of the backpressure metric. If undefined or set to lt 0, the maximum is set
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according to the configuration value 'cm.backpressure.threshold'.
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:param current_availability: Currently available caopacity.
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:param maximum: Maximum value of the backpressure metric. If undefined or set to lt 0 (e.g. -1),
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the maximum is than hgdetermined from max value of current_availability seen over the time.
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"""
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if self.backpressure_handler is not None:
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if maximum < 0:
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maximum = self.amq_configuration.backpressure.threshold_threads
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self.backpressure_handler.update_backpressure_value(current, maximum)
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maximum = self.amq_configuration.backpressure.threshold_load
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asyncio.run_coroutine_threadsafe(
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self.backpressure_handler.update_backpressure_value(current_availability, maximum),
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loop=self.backpressure_handler.loop,
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)
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def rpc(self, service_name: str, fq_method_name: str, **kwargs) -> Future:
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"""
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