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Refa: make RAGFlow more asynchronous 2 (#11689)
### What problem does this PR solve? Make RAGFlow more asynchronous 2. #11551, #11579, #11619. ### Type of change - [x] Refactoring - [x] Performance Improvement
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@ -416,13 +416,19 @@ class Canvas(Graph):
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loop = asyncio.get_running_loop()
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tasks = []
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def _run_async_in_thread(coro_func, **call_kwargs):
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return asyncio.run(coro_func(**call_kwargs))
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i = f
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while i < t:
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cpn = self.get_component_obj(self.path[i])
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task_fn = None
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call_kwargs = None
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if cpn.component_name.lower() in ["begin", "userfillup"]:
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task_fn = partial(cpn.invoke, inputs=kwargs.get("inputs", {}))
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call_kwargs = {"inputs": kwargs.get("inputs", {})}
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task_fn = cpn.invoke
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i += 1
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else:
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for _, ele in cpn.get_input_elements().items():
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@ -431,13 +437,18 @@ class Canvas(Graph):
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t -= 1
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break
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else:
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task_fn = partial(cpn.invoke, **cpn.get_input())
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call_kwargs = cpn.get_input()
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task_fn = cpn.invoke
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i += 1
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if task_fn is None:
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continue
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tasks.append(loop.run_in_executor(self._thread_pool, task_fn))
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invoke_async = getattr(cpn, "invoke_async", None)
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if invoke_async and asyncio.iscoroutinefunction(invoke_async):
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tasks.append(loop.run_in_executor(self._thread_pool, partial(_run_async_in_thread, invoke_async, **(call_kwargs or {}))))
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else:
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tasks.append(loop.run_in_executor(self._thread_pool, partial(task_fn, **(call_kwargs or {}))))
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if tasks:
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await asyncio.gather(*tasks)
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