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vertex-sdk-botcopybara-github
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feat: add Feature Store: Streaming Ingestion (write_feature_values()) and introduce Preview namespace to Vertex SDK
PiperOrigin-RevId: 489080135
1 parent 43e2805 commit bae0315

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google/cloud/aiplatform/base.py

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@@ -35,6 +35,7 @@
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Sequence,
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Tuple,
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Type,
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TypeVar,
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Union,
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)
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@@ -1391,3 +1392,33 @@ def done(self) -> bool:
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return super().done()
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return False
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# PreviewClass type variable
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PreviewClass = TypeVar("PreviewClass", bound=VertexAiResourceNoun)
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class PreviewMixin(abc.ABC):
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"""An abstract class for adding preview functionality to certain classes.
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A child class that inherits from both this Mixin and another parent
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class allows the child class to introduce preview features.
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"""
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@classmethod
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@property
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@abc.abstractmethod
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def _preview_class(cls: Type[PreviewClass]) -> Type[PreviewClass]:
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"""Class that is currently in preview or has a preview feature.
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Class must have `resource_name` and `credentials` attributes.
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"""
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pass
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@property
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def preview(self) -> PreviewClass:
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"""Exposes features available in preview for this class."""
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if not hasattr(self, "_preview_instance"):
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self._preview_instance = self._preview_class(
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self.resource_name, credentials=self.credentials
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)
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return self._preview_instance

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