Class EvaluationDataset (1.129.0)

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EvaluationDataset()

The dataset used for evaluation.

Methods

EvaluationDataset

EvaluationDataset()

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

load_from_observability_eval_cases

load_from_observability_eval_cases(
    cases: list["ObservabilityEvalCase"],
) -> vertexai._genai.types.common.EvaluationDataset

Fetches GenAI Observability data from GCS and parses into a DataFrame.

show

show() -> None

Shows the evaluation dataset.