How to use the autogalaxy.pipeline.phase.dataset.analysis function in autogalaxy

import autofit as af
from autoarray.exc import InversionException
from autofit.exc import FitException
from autogalaxy.galaxy import galaxy as g
from autogalaxy.pipeline.phase.dataset import analysis as ag_analysis
from autolens.fit import fit
from autolens.pipeline import visualizer
from autolens.pipeline.phase.dataset import analysis as analysis_dataset


class Analysis(ag_analysis.Analysis, analysis_dataset.Analysis):
    def __init__(
        self,
        masked_interferometer,
        cosmology,
        image_path=None,
        results=None,
        log_likelihood_cap=None,
    ):

        super(Analysis, self).__init__(
            cosmology=cosmology, results=results, log_likelihood_cap=log_likelihood_cap
        )

        self.visualizer = visualizer.PhaseInterferometerVisualizer(
            masked_dataset=masked_interferometer, image_path=image_path
        )

super(Analysis, self).__init__(
            cosmology=cosmology, results=results, log_likelihood_cap=log_likelihood_cap
        )

        self.visualizer = visualizer.PhaseInterferometerVisualizer(
            masked_dataset=masked_interferometer, image_path=image_path
        )

        self.visualizer.visualize_hyper_images(
            hyper_galaxy_image_path_dict=self.hyper_galaxy_image_path_dict,
            hyper_model_image=self.hyper_model_image,
        )

        self.masked_dataset = masked_interferometer

        result = ag_analysis.last_result_with_use_as_hyper_dataset(results=results)

        if result is not None:

            self.hyper_galaxy_visibilities_path_dict = (
                result.hyper_galaxy_visibilities_path_dict
            )

            self.hyper_model_visibilities = result.hyper_model_visibilities

        else:

            self.hyper_galaxy_visibilities_path_dict = None
            self.hyper_model_visibilities = None

from autoconf import conf
from autoarray.operators.inversion import pixelizations as pix
from autoarray.exc import InversionException, GridException
from autofit.exc import FitException
from autogalaxy.pipeline.phase.dataset import analysis as ag_analysis
from autolens.fit import fit
from autolens.pipeline import visualizer
from autolens.pipeline.phase.dataset import analysis as analysis_dataset

import copy


class Analysis(ag_analysis.Analysis, analysis_dataset.Analysis):
    def __init__(
        self,
        masked_imaging,
        cosmology,
        image_path=None,
        results=None,
        log_likelihood_cap=None,
    ):

        super().__init__(
            cosmology=cosmology, results=results, log_likelihood_cap=log_likelihood_cap
        )

        self.visualizer = visualizer.PhaseImagingVisualizer(
            masked_dataset=masked_imaging, image_path=image_path, results=results
        )