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Visualizers

zenml.visualizers special

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_pipeline_run_visualizer

BasePipelineRunVisualizer (BaseVisualizer)

The base implementation of a ZenML Pipeline Run Visualizer.

Source code in zenml/visualizers/base_pipeline_run_visualizer.py 
class BasePipelineRunVisualizer(BaseVisualizer):
    """The base implementation of a ZenML Pipeline Run Visualizer."""

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

Method to visualize pipeline runs.

Source code in zenml/visualizers/base_pipeline_run_visualizer.py 
@abstractmethod
def visualize(
    self, object: PipelineRunView, *args: Any, **kwargs: Any
) -> None:
    """Method to visualize pipeline runs."""

base_pipeline_visualizer

BasePipelineVisualizer (BaseVisualizer)

The base implementation of a ZenML Pipeline Visualizer.

Source code in zenml/visualizers/base_pipeline_visualizer.py 
class BasePipelineVisualizer(BaseVisualizer):
    """The base implementation of a ZenML Pipeline Visualizer."""

    @abstractmethod
    def visualize(self, object: PipelineView, *args: Any, **kwargs: Any) -> Any:
        """Method to visualize pipelines."""
visualize(self, object, *args, **kwargs)

Method to visualize pipelines.

Source code in zenml/visualizers/base_pipeline_visualizer.py 
@abstractmethod
def visualize(self, object: PipelineView, *args: Any, **kwargs: Any) -> Any:
    """Method to visualize pipelines."""

base_step_visualizer

BaseStepVisualizer (BaseVisualizer)

The base implementation of a ZenML Step Visualizer.

Source code in zenml/visualizers/base_step_visualizer.py 
class BaseStepVisualizer(BaseVisualizer):
    """The base implementation of a ZenML Step Visualizer."""

    @abstractmethod
    def visualize(self, object: StepView, *args: Any, **kwargs: Any) -> Any:
        """Method to visualize steps."""
visualize(self, object, *args, **kwargs)

Method to visualize steps.

Source code in zenml/visualizers/base_step_visualizer.py 
@abstractmethod
def visualize(self, object: StepView, *args: Any, **kwargs: Any) -> Any:
    """Method to visualize steps."""

base_visualizer

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."""
visualize(self, object, *args, **kwargs)

Method to visualize objects.

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