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47 lines
1.3 KiB
Python
47 lines
1.3 KiB
Python
"""Utilities to init Vertex AI."""
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from typing import TYPE_CHECKING, Optional
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if TYPE_CHECKING:
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from google.auth.credentials import Credentials
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def raise_vertex_import_error() -> None:
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"""Raise ImportError related to Vertex SDK being not available.
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Raises:
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ImportError: an ImportError that mentions a required version of the SDK.
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"""
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sdk = "'google-cloud-aiplatform>=1.26.0'"
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raise ImportError(
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"Could not import VertexAI. Please, install it with " f"pip install {sdk}"
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)
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def init_vertexai(
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project: Optional[str] = None,
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location: Optional[str] = None,
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credentials: Optional["Credentials"] = None,
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) -> None:
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"""Init vertexai.
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Args:
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project: The default GCP project to use when making Vertex API calls.
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location: The default location to use when making API calls.
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credentials: The default custom
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credentials to use when making API calls. If not provided credentials
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will be ascertained from the environment.
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Raises:
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ImportError: If importing vertexai SDK did not succeed.
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"""
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try:
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import vertexai
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except ImportError:
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raise_vertex_import_error()
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vertexai.init(
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project=project,
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location=location,
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credentials=credentials,
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)
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