Enums

zenml.enums

ExecutionStatus (StrEnum)

Enum that represents the current status of a step or pipeline run.

Source code in zenml/enums.py

class ExecutionStatus(StrEnum):
    """Enum that represents the current status of a step or pipeline run."""

    FAILED = "failed"
    COMPLETED = "completed"
    RUNNING = "running"
    CACHED = "cached"

LoggingLevels (Enum)

Enum for logging levels.

Source code in zenml/enums.py

class LoggingLevels(Enum):
    """Enum for logging levels."""

    NOTSET = logging.NOTSET
    ERROR = logging.ERROR
    WARN = logging.WARN
    INFO = logging.INFO
    DEBUG = logging.DEBUG
    CRITICAL = logging.CRITICAL

MetadataContextTypes (Enum)

All possible types that contexts can have within pipeline nodes

Source code in zenml/enums.py

class MetadataContextTypes(Enum):
    """All possible types that contexts can have within pipeline nodes"""

    STACK = "stack"
    PIPELINE_REQUIREMENTS = "pipeline_requirements"

StackComponentType (StrEnum)

All possible types a StackComponent can have.

Source code in zenml/enums.py

class StackComponentType(StrEnum):
    """All possible types a `StackComponent` can have."""

    ORCHESTRATOR = "orchestrator"
    METADATA_STORE = "metadata_store"
    ARTIFACT_STORE = "artifact_store"
    CONTAINER_REGISTRY = "container_registry"
    STEP_OPERATOR = "step_operator"
    FEATURE_STORE = "feature_store"
    SECRETS_MANAGER = "secrets_manager"
    MODEL_DEPLOYER = "model_deployer"
    EXPERIMENT_TRACKER = "experiment_tracker"

    @property
    def plural(self) -> str:
        """Returns the plural of the enum value."""
        if self == StackComponentType.CONTAINER_REGISTRY:
            return "container_registries"

        return f"{self.value}s"

StoreType (StrEnum)

Repository Store Backend Types

Source code in zenml/enums.py

class StoreType(StrEnum):
    """Repository Store Backend Types"""

    LOCAL = "local"
    SQL = "sql"
    REST = "rest"