added from_choice classmethod
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@@ -1,4 +1,4 @@
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from .classes import ExperientialModelOutput
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from .classes import VisualSyntaxModelOutput
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@@ -1,8 +1,11 @@
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from pydantic import BaseModel
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from pydantic import BaseModel, ValidationError
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from typing import List
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import random
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class OptionNotSetException(Exception):
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pass
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class ModelOutput(BaseModel):
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@classmethod
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@@ -20,6 +23,18 @@ class ModelOutput(BaseModel):
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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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if option is None:
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raise ValidationError()
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assert isinstance(option, str), "option is not a string"
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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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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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def __repr__(self) -> str:
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model_dict = self.model_dump()
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@@ -39,7 +54,7 @@ class ModelOutput(BaseModel):
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return max(model_dict.values())
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class ExperientialModelOutput(ModelOutput):
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class VisualSyntaxModelOutput(ModelOutput):
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non_transactional_action: float
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non_transactional_reaction: float
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unidirectional_transactional_action: float
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@@ -61,7 +76,7 @@ class ExperientialModelOutput(ModelOutput):
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if __name__ == '__main__':
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m = ExperientialModelOutput.from_random()
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m = VisualSyntaxModelOutput.from_random()
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print(m)
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print(repr(m))
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print(m.highest_score_field())
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@@ -1,4 +1,4 @@
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from pydantic import BaseModel
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from pydantic import BaseModel, ValidationError
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from typing import List
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import random
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@@ -20,6 +20,18 @@ class ModelOutput(BaseModel):
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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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if option is None:
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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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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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def __repr__(self) -> str:
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model_dict = self.model_dump()
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@@ -1,4 +1,4 @@
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from pydantic import BaseModel
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from pydantic import BaseModel, ValidationError
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from typing import List
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import random
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@@ -20,6 +20,18 @@ class ModelOutput(BaseModel):
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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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if option is None:
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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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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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def __repr__(self) -> str:
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model_dict = self.model_dump()
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