Scorer operations

registerscorer(instance::MLFlow, experiment_id::String, name::String, serialized_scorer::String)

Register a scorer for an experiment.

Arguments

• instance: MLFlow configuration.
• experiment_id: The experiment ID.
• name: The scorer name.
• serialized_scorer: The serialized scorer string (JSON).

Returns

A dictionary containing:

• version: The new version number for the scorer.
• scorer_id: The unique identifier for the scorer.
• experiment_id: The experiment ID.
• name: The scorer name.
• serialized_scorer: The serialized scorer string.
• creation_time: The creation time in milliseconds since epoch.

listscorers(instance::MLFlow, experiment_id::String)

List all scorers for an experiment.

Arguments

• instance: MLFlow configuration.
• experiment_id: The experiment ID.

Returns

Vector of Scorer entities (latest version for each scorer name).

listscorerversions(instance::MLFlow, experiment_id::String, name::String)

List all versions of a specific scorer for an experiment.

Arguments

• instance: MLFlow configuration.
• experiment_id: The experiment ID.
• name: The scorer name.

Returns

Vector of Scorer entities for all versions of the scorer.

getscorer(instance::MLFlow, experiment_id::String, name::String; version::Union{Int32, Missing}=missing)

Get a specific scorer for an experiment.

Arguments

• instance: MLFlow configuration.
• experiment_id: The experiment ID.
• name: The scorer name.
• version: The scorer version. If not specified, returns the scorer with maximum version.

Returns

The Scorer entity.

deletescorer(instance::MLFlow, experiment_id::String, name::String; version::Union{Int32, Missing}=missing)

Delete a scorer for an experiment.

Arguments

• instance: MLFlow configuration.
• experiment_id: The experiment ID.
• name: The scorer name.
• version: The scorer version to delete. If not specified, deletes all versions.

Returns

true if successful. Otherwise, raises exception.