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Facets

Facets integration for ZenML.

FacetsIntegration

Bases: Integration

Definition of Facets integration for ZenML.

Source code in src/zenml/integrations/facets/__init__.py 
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class FacetsIntegration(Integration):
    """Definition of Facets integration for ZenML."""

    NAME = FACETS
    REQUIREMENTS = ["facets-overview>=1.0.0"]

    REQUIREMENTS_IGNORED_ON_UNINSTALL = ["pandas"]

    @classmethod
    def activate(cls) -> None:
        """Activate the Facets integration."""
        from zenml.integrations.facets import materializers  # noqa

    @classmethod
    def get_requirements(cls, target_os: Optional[str] = None) -> List[str]:
        """Method to get the requirements for the integration.

        Args:
            target_os: The target operating system to get the requirements for.

        Returns:
            A list of requirements.
        """
        from zenml.integrations.pandas import PandasIntegration

        return cls.REQUIREMENTS + \
            PandasIntegration.get_requirements(target_os=target_os)

activate() classmethod

Activate the Facets integration.

Source code in src/zenml/integrations/facets/__init__.py 
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@classmethod
def activate(cls) -> None:
    """Activate the Facets integration."""
    from zenml.integrations.facets import materializers  # noqa

get_requirements(target_os=None) classmethod

Method to get the requirements for the integration.

Parameters:

Name Type Description Default
target_os Optional[str]

The target operating system to get the requirements for.

 None

Returns:

Type Description
List[str]

A list of requirements.
Source code in src/zenml/integrations/facets/__init__.py 
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@classmethod
def get_requirements(cls, target_os: Optional[str] = None) -> List[str]:
    """Method to get the requirements for the integration.

    Args:
        target_os: The target operating system to get the requirements for.

    Returns:
        A list of requirements.
    """
    from zenml.integrations.pandas import PandasIntegration

    return cls.REQUIREMENTS + \
        PandasIntegration.get_requirements(target_os=target_os)