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aip_sdk.EmbeddingPipeline

aip_sdk.EmbeddingPipeline(pipeline_id: str, status: str, supervised: bool, supervision_column: str | None = None, trustworthiness: float | None = None, error: str | None = None)

One pipeline's outcome and diagnostics.

Attributes

  • pipeline_id str: Derived id, <projection>.<embedding>.<label> — e.g. umap.text_qa.unsupervised. Derived from the pipeline's steps, so two configs naming the same steps produce the same id.
  • status str: "succeeded" or "failed".
  • supervised bool: Whether the projection was guided by a per-row score.
  • supervision_column str | None: Column that guided it, or None when unsupervised.
  • trustworthiness float | None: How faithfully the 2D layout preserves the high-dimensional neighbourhoods, in [0, 1]. None when the pipeline failed, and also None on a succeeded pipeline whose frame was too small for the score to be defined — the layout is still usable, only this diagnostic is absent.
  • error str | None: Why the pipeline produced no coordinates, or None on success.

aip_sdk.EmbeddingPipeline.error​

aip_sdk.EmbeddingPipeline.error: str | None = None

No docstring is defined in the source.

aip_sdk.EmbeddingPipeline.pipeline_id​

aip_sdk.EmbeddingPipeline.pipeline_id: str

No docstring is defined in the source.

aip_sdk.EmbeddingPipeline.status​

aip_sdk.EmbeddingPipeline.status: str

No docstring is defined in the source.

aip_sdk.EmbeddingPipeline.succeeded​

aip_sdk.EmbeddingPipeline.succeeded: bool

Whether this pipeline produced coordinates.

aip_sdk.EmbeddingPipeline.supervised​

aip_sdk.EmbeddingPipeline.supervised: bool

No docstring is defined in the source.

aip_sdk.EmbeddingPipeline.supervision_column​

aip_sdk.EmbeddingPipeline.supervision_column: str | None = None

No docstring is defined in the source.

aip_sdk.EmbeddingPipeline.trustworthiness​

aip_sdk.EmbeddingPipeline.trustworthiness: float | None = None

No docstring is defined in the source.