Upload run_replanning.py
Browse files- run_replanning.py +65 -0
run_replanning.py
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import os
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import hydra
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from flows.backends.api_info import ApiInfo
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from flows.messages import InputMessage
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from flows.utils.general_helpers import read_yaml_file
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from flows import logging
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from flows.flow_cache import CACHING_PARAMETERS, clear_cache
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CACHING_PARAMETERS.do_caching = False # Set to True in order to disable caching
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# clear_cache() # Uncomment this line to clear the cache
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logging.set_verbosity_debug()
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logging.auto_set_dir()
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dependencies = [
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{"url": "Tachi67/ReplanningFlowModule", "revision": "main"},
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{"url": "Tachi67/PlanGeneratorFlowModule", "revision": "main"},
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{"url": "Tachi67/InteractivePlanGenFlowModule", "revision": "main"},
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{"url": "Tachi67/PlanWriterFlowModule", "revision": "main"},
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{"url": "Tachi67/PlanFileEditFlowModule", "revision": "main"},
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{"url": "Tachi67/ParseFeedbackFlowModule", "revision": "main"},
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{"url": "aiflows/HumanStandardInputFlowModule", "revision": "5683a922372c5fa90be9f6447d6662d8d80341fc"}
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]
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from flows import flow_verse
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flow_verse.sync_dependencies(dependencies)
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if __name__ == "__main__":
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# ~~~ make sure to set the openai api key in the envs ~~~
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key = os.getenv("OPENAI_API_KEY")
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api_information = [ApiInfo(backend_used="openai", api_key=os.getenv("OPENAI_API_KEY"))]
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path_to_output_file = None
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# ~~~ setting api information into config ~~~
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current_dir = os.getcwd()
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cfg_path = os.path.join(current_dir, "ReplanningFlow.yaml")
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cfg = read_yaml_file(cfg_path)
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cfg["subflows_config"]["Controller"]["backend"]["api_infos"] = api_information
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cfg["subflows_config"]["Executor"]["subflows_config"]["write_plan"]["subflows_config"]["PlanGenerator"]["backend"]["api_infos"] = api_information
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# ~~~ instantiating the flow and input data ~~~
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ReplanningFlow = hydra.utils.instantiate(cfg, _recursive_=False, _convert_="partial")
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# ~~~ creating the plan file location (of the upper level flow e.g. ExtLib)
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plan_file_location = os.path.join(current_dir, "ExtLib_plan.txt")
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with open(plan_file_location, 'w') as file:
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pass
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input_data = {
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"goal": "data source OpenWeatherMap is deprecated",
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"plan": "1. Write a function that fetches today's weather at Lausanne from OpenWeatherMap. \n 2. Write a funtion that prints the fetched data in a formatted way.",
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"plan_file_location": plan_file_location
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}
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input_message = InputMessage.build(
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data_dict=input_data,
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src_flow="Launcher",
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dst_flow=ReplanningFlow.name
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)
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# ~~~ calling the flow ~~~
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output_message = ReplanningFlow(input_message)
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