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from abc import ABC |
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import attr |
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from green_magic.data.interfaces import TabularRetriever, TabularIterator, TabularMutator |
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class EngineTabularRetriever(TabularRetriever, ABC): |
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subclasses = {} |
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@classmethod |
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def register_as_subclass(cls, backend_type): |
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def wrapper(subclass): |
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cls.subclasses[backend_type] = subclass |
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return subclass |
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return wrapper |
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@classmethod |
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def create(cls, backend_type, *args, **kwargs) -> TabularRetriever: |
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if backend_type not in cls.subclasses: |
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raise ValueError( |
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f"Requested TabularRetriever of type '{backend_type}'; supported are [{', '.join(sorted(cls.subclasses.keys()))}]") |
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return cls.subclasses[backend_type](*args, **kwargs) |
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class EngineTabularIterator(TabularIterator, ABC): |
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subclasses = {} |
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@classmethod |
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def register_as_subclass(cls, backend_type): |
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def wrapper(subclass): |
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cls.subclasses[backend_type] = subclass |
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return subclass |
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return wrapper |
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@classmethod |
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def create(cls, backend_type, *args, **kwargs) -> TabularRetriever: |
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if backend_type not in cls.subclasses: |
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raise ValueError( |
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f"Requested TabularIterator of type '{backend_type}'; supported are [{', '.join(sorted(cls.subclasses.keys()))}]") |
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return cls.subclasses[backend_type](*args, **kwargs) |
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class EngineTabularMutator(TabularMutator, ABC): |
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subclasses = {} |
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@classmethod |
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def register_as_subclass(cls, backend_type): |
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def wrapper(subclass): |
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cls.subclasses[backend_type] = subclass |
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return subclass |
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return wrapper |
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@classmethod |
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def create(cls, backend_type, *args, **kwargs) -> TabularRetriever: |
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if backend_type not in cls.subclasses: |
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raise ValueError( |
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f"Requested TabularMutator of type '{backend_type}'; supported are [{', '.join(sorted(cls.subclasses.keys()))}]") |
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return cls.subclasses[backend_type](*args, **kwargs) |
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@attr.s |
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class EngineSpecifications: |
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name_abbreviation = attr.ib(init=True) |
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name = attr.ib(init=True, default=attr.Factory(lambda self: self.name_abbreviation, takes_self=True)) |
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def __call__(self, *args, **kwargs): |
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engine = args[0] |
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engine.retriever = EngineTabularRetriever.subclasses[self.name_abbreviation] |
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engine.iterator = EngineTabularIterator.subclasses[self.name_abbreviation] |
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engine.mutator = EngineTabularMutator.subclasses[self.name_abbreviation] |
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@classmethod |
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def from_dict(cls, a_dict): |
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return EngineSpecifications(a_dict['id'], a_dict.get('name', a_dict['id'])) |
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