Utils

zenml.integrations.utils

Utility functions for the integrations module.

get_integration_for_module(module_name)

Gets the integration class for a module inside an integration.

If the module given by module_name is not part of a ZenML integration, this method will return None. If it is part of a ZenML integration, it will return the integration class found inside the integration init file.

Parameters:

Name	Type	Description	Default
module_name	str	The name of the module to get the integration for.	required

Returns:

Type	Description
Optional[Type[zenml.integrations.integration.Integration]]	The integration class for the module.

Source code in zenml/integrations/utils.py

def get_integration_for_module(
    module_name: str,
) -> Optional[Type[Integration]]:
    """Gets the integration class for a module inside an integration.

    If the module given by `module_name` is not part of a ZenML integration,
    this method will return `None`. If it is part of a ZenML integration,
    it will return the integration class found inside the integration
    __init__ file.

    Args:
        module_name: The name of the module to get the integration for.

    Returns:
        The integration class for the module.
    """
    integration_prefix = "zenml.integrations."
    if not module_name.startswith(integration_prefix):
        return None

    integration_module_name = ".".join(module_name.split(".", 3)[:3])
    try:
        integration_module = sys.modules[integration_module_name]
    except KeyError:
        integration_module = importlib.import_module(integration_module_name)

    for _, member in inspect.getmembers(integration_module):
        if (
            member is not Integration
            and isinstance(member, IntegrationMeta)
            and issubclass(member, Integration)
        ):
            return member

    return None

get_requirements_for_module(module_name)

Gets requirements for a module inside an integration.

If the module given by module_name is not part of a ZenML integration, this method will return an empty list. If it is part of a ZenML integration, it will return the list of requirements specified inside the integration class found inside the integration init file.

Parameters:

Name	Type	Description	Default
module_name	str	The name of the module to get requirements for.	required

Returns:

Type	Description
List[str]	A list of requirements for the module.

Source code in zenml/integrations/utils.py

def get_requirements_for_module(module_name: str) -> List[str]:
    """Gets requirements for a module inside an integration.

    If the module given by `module_name` is not part of a ZenML integration,
    this method will return an empty list. If it is part of a ZenML integration,
    it will return the list of requirements specified inside the integration
    class found inside the integration __init__ file.

    Args:
        module_name: The name of the module to get requirements for.

    Returns:
        A list of requirements for the module.
    """
    integration = get_integration_for_module(module_name)
    return integration.get_requirements() if integration else []