Package ml.comet.experiment.artifact

Contains all interfaces and classes allowing to work with Comet Artifacts.

See: Description

Interface Summary

Interface	Description
Artifact	Defines the public contract of the Comet Artifact.
ArtifactAsset	Defines the public contract of the asset associated with specific artifact.
ArtifactBuilder	The factory to properly create initialized Artifact instances.
DownloadedArtifact	Defines the public contract of the Comet Artifact which was downloaded.
LoggedArtifact	Defines the public contract of the Comet artifact that already logged to the Comet servers.
LoggedArtifactAsset	Defines the public contract of the asset logged by the Comet artifact.

Class Summary

Class	Description
GetArtifactOptions	Holds options used to query for Comet artifact.
GetArtifactOptions.GetArtifactOptionsBuilder	The builder to create properly initialized instances of the GetArtifactOptions.

Enum Summary

Enum	Description
AssetOverwriteStrategy	Defines overwrite strategy to use for handling conflicts when trying to download an artifact version asset to a path with an existing file with the same name.

Exception Summary

Exception	Description
ArtifactAssetNotFoundException	Exception to be raised when specific asset of the Comet artifact was not found.
ArtifactDownloadException	Exception to be thrown if artifact download failed.
ArtifactException	The general exception to be thrown when operation related to the Comet artifact failed.
ArtifactNotFoundException	Exception to be raised if Artifact is not found by the Comet backend.
ConflictingArtifactAssetNameException	Exception to be raised if logical name of the asset added to the Artifact is not unique.
InvalidArtifactStateException	Exception to be raised if Artifact is not closed or has no data.

Package ml.comet.experiment.artifact Description

Contains all interfaces and classes allowing to work with Comet Artifacts.

Comet Artifacts allow keeping track of assets beyond any particular experiment. You can keep track of Artifact versions, create many types of assets, manage them, and use them in any step in your ML pipelines - from training to production deployment.

Artifacts live in a Comet Project, are identified by their name and version string number.