wehub-resource-sync
35 lines
1.2 KiB
Python
35 lines
1.2 KiB
Python
from __future__ import annotations
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from abc import ABC, abstractmethod
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from typing import TYPE_CHECKING, Generic
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from rdagent.core.experiment import ASpecificExp
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if TYPE_CHECKING:
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from rdagent.core.scenario import Scenario
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class Developer(ABC, Generic[ASpecificExp]):
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def __init__(self, scen: Scenario) -> None:
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self.scen: Scenario = scen
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@abstractmethod
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def develop(self, exp: ASpecificExp) -> ASpecificExp: # TODO: remove return value
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"""
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Task Generator should take in an experiment.
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Because the schedule of different tasks is crucial for the final performance
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due to it affects the learning process.
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Current constraints:
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- The developer should **inplace** edit the exp instead of returning value;
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- because we have a lot of use cases to raise errors, but we need the intermediate results in exp.
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- So we should remove the return value in the future.
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Responsibilities:
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- Generate a new experiment after developing on it.
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- If it tries to deliver message for future development, it should set a ExperimentFeedback
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"""
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error_message = "generate method is not implemented."
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raise NotImplementedError(error_message)
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