wehub-resource-sync
21 lines
892 B
Python
21 lines
892 B
Python
from rdagent.core.developer import Developer
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from rdagent.core.experiment import ASpecificExp, Experiment
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from rdagent.oai.llm_utils import md5_hash
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class CachedRunner(Developer[ASpecificExp]):
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def get_cache_key(self, exp: Experiment) -> str:
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all_tasks = []
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for based_exp in exp.based_experiments:
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all_tasks.extend(based_exp.sub_tasks)
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all_tasks.extend(exp.sub_tasks)
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task_info_list = [task.get_task_information() for task in all_tasks]
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task_info_str = "\n".join(task_info_list)
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return md5_hash(task_info_str)
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def assign_cached_result(self, exp: Experiment, cached_res: Experiment) -> Experiment:
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if exp.based_experiments and exp.based_experiments[-1].result is None:
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exp.based_experiments[-1].result = cached_res.based_experiments[-1].result
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exp.result = cached_res.result
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return exp
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