mirror of
https://github.com/NicolasBohn/NexQuant.git
synced 2026-07-30 17:07:43 +00:00
Xu Yang
c095e4992f
* udpate plot * log and reduce token * trace tag * add simple_background parameter to get_scenario_all_desc * update trace * update first version code * chat model map * add annotation for stack index * add annotation * reformatted by black * several update on kaggle scenarios * update some new change * fix CI * fix CI * fix a bug * fix bugs in graph RAG --------- Co-authored-by: Tim <illking@foxmail.com>
33 lines
1.6 KiB
Python
33 lines
1.6 KiB
Python
import pickle
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import shutil
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from pathlib import Path
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from typing import Any, Tuple
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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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if cached_res.experiment_workspace.workspace_path.exists():
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for csv_file in cached_res.experiment_workspace.workspace_path.glob("*.csv"):
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shutil.copy(csv_file, exp.experiment_workspace.workspace_path)
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for py_file in (cached_res.experiment_workspace.workspace_path / "feature").glob("*.py"):
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shutil.copy(py_file, exp.experiment_workspace.workspace_path / "feature")
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for py_file in (cached_res.experiment_workspace.workspace_path / "model").glob("*.py"):
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shutil.copy(py_file, exp.experiment_workspace.workspace_path / "model")
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exp.result = cached_res.result
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return exp
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