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Visualizers

zenml.visualizers special

Initialization of the visualizers module.

The visualizers module offers a way of constructing and displaying visualizations of steps and pipeline results. The BaseVisualizer class is at the root of all the other visualizers, including options to view the results of pipeline runs, steps and pipelines themselves.

base_visualizer

Implementation of the base class for all ZenML visualizers.

BaseVisualizer

Base class for all ZenML Visualizers.

Source code in zenml/visualizers/base_visualizer.py 
class BaseVisualizer:
    """Base class for all ZenML Visualizers."""

    @abstractmethod
    def visualize(self, object: Any, *args: Any, **kwargs: Any) -> None:
        """Method to visualize objects.

        Args:
            object: The object to visualize.
            *args: Additional arguments.
            **kwargs: Additional keyword arguments.
        """
visualize(self, object, *args, **kwargs)

Method to visualize objects.

Parameters:

Name Type Description Default
object Any

The object to visualize.

 required
*args Any

Additional arguments.

 ()
**kwargs Any

Additional keyword arguments.

 {}
Source code in zenml/visualizers/base_visualizer.py 
@abstractmethod
def visualize(self, object: Any, *args: Any, **kwargs: Any) -> None:
    """Method to visualize objects.

    Args:
        object: The object to visualize.
        *args: Additional arguments.
        **kwargs: Additional keyword arguments.
    """