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https://github.com/NicolasBohn/NexQuant.git
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you-n-g
ffc85936f1
* refactor: Update type annotations and remove unused class in evolving modules * refactor: Simplify evolving agent and feedback handling in CoSTEER module * lint & CI * mypy * ruff for core * mypy * refactor: remove unnecessary comments and update feedback handling logic * refactor: Add prev_task_feedback parameter to evolving strategies * feat: Clear folder before extracting zip file in DockerEnv * fix: Correct retrieval of last experiment from history
32 lines
1.2 KiB
Python
32 lines
1.2 KiB
Python
from rdagent.components.coder.CoSTEER import CoSTEER
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from rdagent.components.coder.CoSTEER.evaluators import CoSTEERMultiEvaluator
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from rdagent.components.coder.factor_coder.config import FACTOR_COSTEER_SETTINGS
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from rdagent.components.coder.factor_coder.evaluators import FactorEvaluatorForCoder
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from rdagent.components.coder.factor_coder.evolving_strategy import (
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FactorMultiProcessEvolvingStrategy,
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)
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from rdagent.core.experiment import Experiment
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from rdagent.core.scenario import Scenario
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class FactorCoSTEER(CoSTEER):
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def __init__(
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self,
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scen: Scenario,
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*args,
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**kwargs,
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) -> None:
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setting = FACTOR_COSTEER_SETTINGS
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eva = CoSTEERMultiEvaluator(FactorEvaluatorForCoder(scen=scen), scen=scen)
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es = FactorMultiProcessEvolvingStrategy(scen=scen, settings=FACTOR_COSTEER_SETTINGS)
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super().__init__(*args, settings=setting, eva=eva, es=es, evolving_version=2, scen=scen, **kwargs)
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def develop(self, exp: Experiment) -> Experiment:
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try:
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exp = super().develop(exp)
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finally:
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es = self.evolve_agent.evolving_trace[-1]
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exp.prop_dev_feedback = es.feedback
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return exp
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