Properties
status
status
Methods
end
end
list_artifact_versions
list_artifact_versions
Get all the version of an artifact from a particular run to download contents or load them in memory
Parameters
Optional[ArtifactType]
default:"ArtifactType.ARTIFACT"
Returns
Iterator[ArtifactVersion]
Usage
list_model_versions
list_model_versions
Get all the version of a models from a particular run to download contents or load them in memory
Returns
Iterator[ModelVersion]
Usage
log_artifact
log_artifact
Logs an artifact for the current ML Repo.
Parameters
str
required
List[Union[Tuple[str], Tuple[str, Optional[str]], ArtifactPath]]
required
Optional[str]
default:"None"
Optional[Dict[str, Any]]
default:"None"
Optional[int]
default:"0"
Optional[bool]
default:"None"
Returns
ArtifactVersion
Usage
log_metrics
log_metrics
log_params
log_params
get_metrics
get_metrics
get_params
get_params
log_model
log_model
Serialize and log a versioned model under the current ML Repo. Each logged model generates a new version
Parameters
str
required
Union[str, BlobStorageDirectory]
required
Optional[str]
default:"None"
Optional[Dict[str, Any]]
default:"None"
int
default:"0"
Optional[bool]
default:"None"
Optional[Union[str, ModelFramework, Any]]
default:"None"
Optional[ModelVersionEnvironment]
default:"None"
Returns
ModelVersion