text: import time
  import pytest
  from a2ml.cmdl.cmdl import cmdl
  
  
  class TestA2mlCLI():
      def test_import_train_evaluate_deploy_predict(self, runner, log, project):
          result = runner.invoke(cmdl, ['project', 'delete', 'cli-integration-test'])
  
          result = runner.invoke(cmdl, ['import'])
          assert log.messages[-2] == '[auger]  Created DataSet iris.csv on Auger Cloud.'
          assert log.messages[-1] == '[auger]  DataSet name stored in auger.yaml/dataset'
  
          result = runner.invoke(cmdl, ['dataset', 'list'])
          assert log.messages[-2] == '[auger]  [x] iris.csv'
          assert log.messages[-1] == '[auger]  1 DataSet(s) listed'
  
          result = runner.invoke(cmdl, ['train'])
          assert log.messages[-2] == '[auger]  Created Experiment iris.csv-experiment '
          assert log.messages[-1] == '[auger]  Started Experiment iris.csv-experiment training.'
  
          while True:
              result = runner.invoke(cmdl, ['evaluate'])
              if log.messages[-1] in [
                  '[auger]  Search is preprocessing data for training...',
                  '[auger]  Search is in progress...']:
                  time.sleep(10)
                  continue
              elif log.messages[-1] == '[auger]  Search is completed.':
                  model_id = log.messages[-3]\
                      .replace(' ', '').replace('[auger]','').split('|')[0]
                  break
              else:
                  assert log.messages[-1] == 'unknown message'
  
          print('model is: %s' % model_id)
  
          result = runner.invoke(cmdl, ['deploy', model_id, '--locally'])
          assert log.messages[-1] == '[auger]  Pulling docker image required to predict'
  
          result = runner.invoke(cmdl, ['predict', 'iris.csv', '-m', model_id, '--locally'])
          assert log.messages[-1].split('/')[-1] == 'iris_predicted.csv'
  
          result = runner.invoke(cmdl, ['project', 'delete', 'cli-integration-test'])
  