code: def filter_from_cohort(
      analyzer,
      filters,
      composite_filters,
      include_original_columns_only=False,
  ):
      """Filters the dataset on the analyzer based on the specified filters.
  
      :param analyzer: The error analyzer.
      :type: BaseAnalyzer
      :param filters: The filters.
      :type filters: list[dict]
      :param composite_filters: The composite filters.
      :type composite_filters: list[dict]
      :return: The filtered dataset converted to a pandas DataFrame.
      :param include_original_columns_only: Whether to just include
                                            the original data columns.
      :type include_original_columns_only: bool
      :rtype: pandas.DataFrame
      """
      is_model_analyzer = hasattr(analyzer, MODEL)
      model = None
      pred_y = None
  
      if is_model_analyzer:
          model = analyzer.model
      else:
          pred_y = analyzer.pred_y
  
      filter_data_with_cohort = FilterDataWithCohortFilters(
          model=model,
          dataset=analyzer.dataset,
          features=analyzer.feature_names,
          categorical_features=analyzer.categorical_features,
          categories=analyzer.categories,
          true_y=analyzer.true_y,
          pred_y=pred_y,
          model_task=analyzer.model_task,
          classes=analyzer.classes,
      )
  
      return filter_data_with_cohort.filter_data_from_cohort(
          filters=filters,
          composite_filters=composite_filters,
          include_original_columns_only=include_original_columns_only,
      )
  
file_path: responsible-ai-toolbox/erroranalysis/erroranalysis/_internal/cohort_filter.py
imports: from typing import Any, List, Optional
  import numpy
  import pandas
  from erroranalysis._internal.constants import ARG, COLUMN, COMPOSITE_FILTERS, METHOD, OPERATION, PRED_Y, ROW_INDEX, TRUE_Y, CohortFilterMethods, CohortFilterOps, ModelTask
  from erroranalysis._internal.metrics import get_ordered_classes
  from erroranalysis._internal.utils import is_spark
label_desc: Use image node_id 1 for calling a global function with example usage: filter_from_cohort(analyzer, filters, composite_filters, include_original_columns_only) and returns: filter_data_with_cohort