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Flow visualizer (#1375)
* Almost working! * It fully works but not clean enought * Working but not clean engouth * Everything is workign * WIP. Working on adding and & or to flows. In the middle of setting up template for flow as well * template working * Everything is working * More changes and todos * Add more support for @start * Router working now * minor tweak to * minor tweak to conditions and event handling * Update logs * Too trigger happy with cleanup * Added in Thiago fix * Flow passing results again * Working on docs. * made more progress updates on docs * Finished talking about controlling flows * add flow output * fixed flow output section * add crews to flows section is looking good now * more flow doc changes * Update docs and add more examples * drop visualizer * save visualizer * pyvis is beginning to work * pyvis working * it is working * regular methods and triggers working. Need to work on router next. * properly identifying router and router children nodes. Need to fix color * children router working. Need to support loops * curving cycles but need to add curve conditionals * everythin is showing up properly need to fix curves * all working. needs to be cleaned up * adjust padding * drop lib * clean up prior to PR * incorporate joao feedback * final tweaks for joao
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@@ -1,9 +1,13 @@
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# flow.py
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import asyncio
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import inspect
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from typing import Any, Callable, Dict, Generic, List, Set, Type, TypeVar, Union
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from pydantic import BaseModel
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from crewai.flow.flow_visualizer import visualize_flow
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T = TypeVar("T", bound=Union[BaseModel, Dict[str, Any]])
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@@ -57,10 +61,12 @@ def listen(condition):
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return decorator
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def router(method):
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def router(method, paths=None):
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def decorator(func):
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func.__is_router__ = True
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func.__router_for__ = method.__name__
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if paths:
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func.__router_paths__ = paths
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return func
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return decorator
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@@ -101,6 +107,7 @@ class FlowMeta(type):
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start_methods = []
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listeners = {}
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routers = {}
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router_paths = {}
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for attr_name, attr_value in dct.items():
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if hasattr(attr_value, "__is_start_method__"):
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@@ -115,10 +122,19 @@ class FlowMeta(type):
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listeners[attr_name] = (condition_type, methods)
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elif hasattr(attr_value, "__is_router__"):
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routers[attr_value.__router_for__] = attr_name
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if hasattr(attr_value, "__router_paths__"):
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router_paths[attr_name] = attr_value.__router_paths__
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# **Register router as a listener to its triggering method**
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trigger_method_name = attr_value.__router_for__
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methods = [trigger_method_name]
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condition_type = "OR"
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listeners[attr_name] = (condition_type, methods)
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setattr(cls, "_start_methods", start_methods)
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setattr(cls, "_listeners", listeners)
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setattr(cls, "_routers", routers)
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setattr(cls, "_router_paths", router_paths)
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return cls
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@@ -127,6 +143,7 @@ class Flow(Generic[T], metaclass=FlowMeta):
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_start_methods: List[str] = []
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_listeners: Dict[str, tuple[str, List[str]]] = {}
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_routers: Dict[str, str] = {}
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_router_paths: Dict[str, List[str]] = {}
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initial_state: Union[Type[T], T, None] = None
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def __class_getitem__(cls, item):
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@@ -250,3 +267,6 @@ class Flow(Generic[T], metaclass=FlowMeta):
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import traceback
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traceback.print_exc()
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def visualize(self, filename: str = "crewai_flow_graph"):
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visualize_flow(self, filename)
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