LoggedArtifactAsset

LoggedArtifactAsset

LoggedArtifactAsset(remote, logical_path, size, link, metadata, asset_type, id, artifact_version_id, artifact_id, source_experiment_key): represent assets logged to an Artifact

LoggedArtifactAsset.artifact_id

Artifact id, str

LoggedArtifactAsset.artifact_version_id

Artifact version id, str

LoggedArtifactAsset.asset_type

Asset type, str

LoggedArtifactAsset.id

Asset unique id, str

Asset remote link if the asset is remote, str or None

LoggedArtifactAsset.logical_path

Asset relative logical_path, str or None

LoggedArtifactAsset.metadata

Asset metadata, dict

LoggedArtifactAsset.remote

Is the asset a remote asset or not, boolean

LoggedArtifactAsset.size

Asset size if the asset is a non-remote asset, int

LoggedArtifactAsset.source_experiment_key

The experiment key of the experiment that logged this asset, str

LoggedArtifactAsset.__init__

python __init__(self, remote, logical_path, size, link, metadata, asset_type, id, artifact_version_id, artifact_id, source_experiment_key, verify_tls, rest_api_client=None, download_timeout=None, logged_artifact_repr=None, logged_artifact_str=None, experiment_key=None)

Initialize self. See help(type(self)) for accurate signature.

LoggedArtifactAsset.download

python download(self, local_path=None, logical_path=None, overwrite_strategy=False)

Download the asset to a given full path or directory

Returns: ArtifactAsset object

Args:

  • local_path: the root folder to which to download. if None, will download to a tmp path if str, will be either a root local path or a full local path

  • logical_path: the path relative to the root local_path to use if None and local_path==None then no relative path is used, file would just be a tmp path on local disk if None and local_path!=None then the local_path will be treated as a root path, and the asset's logical_path will be appended to the root path to form a full local path if "" or False then local_path will be used as a full path (local_path can also be None)

  • overwrite_strategy: can be False, "FAIL", "PRESERVE" or "OVERWRITE" and follows the same semantics for overwrite strategy as artifact.download()