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Implement model (and some factor) coder with evolving (#52)
* store code into FBImplementation * fix path related bugs * fix a bug * fix factor related small bugs * re-submit all model related code * new code to model coder * finish the model evolving code --------- Co-authored-by: xuyang1 <xuyang1@microsoft.com>
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from rdagent.components.coder.model_coder.model import (
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ModelExperiment,
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ModelImplementation,
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ModelTask,
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)
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from rdagent.core.evolving_framework import EvolvableSubjects
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from rdagent.core.log import RDAgentLog
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class ModelEvolvingItem(ModelExperiment, EvolvableSubjects):
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"""
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Intermediate item of model implementation.
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"""
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def __init__(
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self,
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sub_tasks: list[ModelTask],
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sub_gt_implementations: list[ModelImplementation] = None,
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):
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ModelExperiment.__init__(self, sub_tasks=sub_tasks)
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if sub_gt_implementations is not None and len(
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sub_gt_implementations,
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) != len(self.sub_tasks):
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self.sub_gt_implementations = None
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RDAgentLog().warning(
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"The length of sub_gt_implementations is not equal to the length of sub_tasks, set sub_gt_implementations to None",
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)
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else:
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self.sub_gt_implementations = sub_gt_implementations
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