gen_ai_hub.evaluations.models.artifact_source module

class gen_ai_hub.evaluations.models.artifact_source.ArtifactSource(file_type: Literal['csv', 'json', 'jsonl'], artifact: str | Artifact, path: str | None = None)

Bases: object

Extends the artifact object with the relative path user can provide inside to be used for EvaluationConfig Example Usage:

>>> ArtifactSource(
        artifact={
            "id": "xyfz-rtyu-2456-ojns-yu6s",
            "name": "dataset-artifact",
            "url": "ai://default/eval_dataset"
            ...
        },
        path= "rootfolder/data.csv,
        file_type="csv"
    )
>>> ArtifactSource(
        artifact="xyfz-rtyu-2456-ojns-yu6s",
        path="rootfolder/data.json,
        file_type="json"
    )
)

__init__(file_type: Literal['csv', 'json', 'jsonl'], artifact: str | Artifact, path: str | None = None)

Parameters:

• artifact (Union[str,Artifact]) – Can just provide the artifact id as a string or the Artifact object of the AI_API_Client sdk.

• path (Optional[str]) – Relative path within the artifact path provided and should point to a single file.

• file_type (Literal["csv", "json", "jsonl"]) – One of the supported file_types