flake8 compliant
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@@ -14,13 +14,13 @@ class ModelOutput(BaseModel):
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def list_fields(cls) -> List[str]:
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"""List options that are stored as attributes."""
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return list(cls.model_fields.keys())
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@classmethod
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def from_random(cls):
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"""Instantiate with random numbers."""
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kwargs = {field: random.random() for field in cls.list_fields()}
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return cls(**kwargs)
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@classmethod
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def from_choice(cls, option: str):
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"""Instantiate from choice."""
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@@ -28,7 +28,8 @@ class ModelOutput(BaseModel):
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raise ValidationError()
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assert isinstance(option, str)
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allowed_options_list = cls.list_fields()
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assert option in allowed_options_list, f"{option} is not among allowed fields {allowed_options_list}"
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assert option in allowed_options_list, \
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f"{option} is not among allowed fields {allowed_options_list}"
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kwargs = {field: 0 for field in cls.list_fields()}
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kwargs[option] = 1
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return cls(**kwargs)
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@@ -36,15 +37,19 @@ class ModelOutput(BaseModel):
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def __repr__(self) -> str:
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model_dict = self.model_dump()
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model_repr_str = f"{self.classname()}("
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model_repr_str += ", ".join([f"{field}={value:.3f}" for field, value in model_dict.items()])
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model_repr_str += ", ".join([
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f"{field}={value:.3f}"
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for field, value
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in model_dict.items()
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])
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model_repr_str += ")"
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return model_repr_str
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def highest_score_field(self) -> str:
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"""Return name of field with highest score."""
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model_dict = self.model_dump()
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return max(model_dict, key=lambda k: model_dict[k])
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def highest_score_value(self) -> float:
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"""Return value of field with highest score."""
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model_dict = self.model_dump()
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@@ -84,4 +89,4 @@ if __name__ == '__main__':
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m = SalienceModelOutput.from_random()
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print(repr(m))
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print(m.highest_score_field())
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print(m.highest_score_value())
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print(m.highest_score_value())
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