code: def test_cv_multiple_metrics_evaluated_correct(
      classification_dataset,
  ):
      pipeline = sample_pipeline()
  
      data_producer = DataSourceSplitter(cv_folds=5).build(
          classification_dataset
      )
      metrics = [
          ClassificationMetricsEnum.ROCAUC_penalty,
          ClassificationMetricsEnum.accuracy,
          ClassificationMetricsEnum.logloss,
      ]
      objective_eval = PipelineObjectiveEvaluate(
          MetricsObjective(metrics), data_producer=data_producer
      )
      actual_values = objective_eval(pipeline).values
      all_metrics_correct = all(0 < abs(x) <= 1 for x in actual_values)
  
      assert all_metrics_correct
  
imports: import logging
  from datetime import timedelta
  import pytest
  from golem.core.tuning.simultaneous import SimultaneousTuner
  from fedot import Fedot
  from fedot.core.data.data import InputData
  from fedot.core.data.data_split import train_test_data_setup
  from fedot.core.optimisers.objective import PipelineObjectiveEvaluate
  from fedot.core.optimisers.objective.data_source_splitter import DataSourceSplitter
  from fedot.core.optimisers.objective.metrics_objective import MetricsObjective
  from fedot.core.pipelines.node import PipelineNode
  from fedot.core.pipelines.pipeline import Pipeline
  from fedot.core.pipelines.pipeline_composer_requirements import PipelineComposerRequirements
  from fedot.core.pipelines.tuning.tuner_builder import TunerBuilder
  from fedot.core.repository.operation_types_repository import OperationTypesRepository
  from fedot.core.repository.metrics_repository import ClassificationMetricsEnum
  from fedot.core.repository.tasks import Task, TaskTypesEnum
  from fedot.core.utils import fedot_project_root
  from test.integration.models.test_model import classification_dataset
  from test.unit.tasks.test_classification import get_iris_data, pipeline_simple
label_desc: Use image node_id 3 for calling a global function with example usage: test_cv_multiple_metrics_evaluated_correct(classification_dataset) without return types