mlrun.common.schemas.artifact

class mlrun.common.schemas.artifact.Artifact(*, kind: str, metadata: ArtifactMetadata, spec: ArtifactSpec, status: ObjectStatus)

Bases: BaseModel

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

kind: str

metadata: ArtifactMetadata

spec: ArtifactSpec

status: ObjectStatus

class mlrun.common.schemas.artifact.ArtifactCategories(value)

Bases: StrEnum

An enumeration.

dataset = 'dataset'

link = 'link'

model = 'model'

other = 'other'

to_kinds_filter() → tuple[list[str], bool]

class mlrun.common.schemas.artifact.ArtifactIdentifier(*, kind: str | None = None, key: str | None = None, iter: int | None = None, uid: str | None = None, producer_id: str | None = None)

Bases: BaseModel

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

iter: int | None

key: str | None

kind: str | None

producer_id: str | None

uid: str | None

class mlrun.common.schemas.artifact.ArtifactMetadata(*, key: str, project: str, iter: int | None = None, tree: str | None = None, tag: str | None = None, **extra_data: Any)

Bases: BaseModel

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

class Config

Bases: object

extra = 'allow'

iter: int | None

key: str

project: str

tag: str | None

tree: str | None

class mlrun.common.schemas.artifact.ArtifactSpec(*, src_path: str | None = None, target_path: str | None = None, viewer: str | None = None, inline: str | None = None, size: int | None = None, db_key: str | None = None, extra_data: dict[str, Any] | None = None, unpackaging_instructions: dict[str, Any] | None = None, **extra_data_: Any)

Bases: BaseModel

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

class Config

Bases: object

extra = 'allow'

db_key: str | None

extra_data: dict[str, Any] | None

inline: str | None

size: int | None

src_path: str | None

target_path: str | None

unpackaging_instructions: dict[str, Any] | None

viewer: str | None

class mlrun.common.schemas.artifact.ArtifactsDeletionStrategies(value)

Bases: StrEnum

Artifacts deletion strategies types.

data_force = 'data-force'

Delete the artifact data, and if cannot delete it fail the deletion and don’t delete the artifact db record

data_optional = 'data-optional'

Delete the artifact data of the artifact as a best-effort. If artifact data deletion fails still try to delete the artifact db record

metadata_only = 'metadata-only'

Only removes the artifact db record, leaving all related artifact data in-place

class mlrun.common.schemas.artifact.ArtifactsFormat(*args, **kwargs)

Bases: StrEnum

An enumeration.

full = 'full'