text: #!/usr/bin/env python
  
  ##########################################################################
  # Copyright 2018 Kata.ai
  #
  # Licensed under the Apache License, Version 2.0 (the "License");
  # you may not use this file except in compliance with the License.
  # You may obtain a copy of the License at
  #
  #    http://www.apache.org/licenses/LICENSE-2.0
  #
  # Unless required by applicable law or agreed to in writing, software
  # distributed under the License is distributed on an "AS IS" BASIS,
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  # See the License for the specific language governing permissions and
  # limitations under the License.
  ##########################################################################
  
  from sacred import Experiment
  
  from ingredients.corpus import ing as corpus_ingredient
  from ingredients.evaluation import ing as eval_ingredient, run_evaluation
  from ingredients.summarization import ing as summ_ingredient, run_summarization
  from models.oracle import OracleSummarizer
  from utils import setup_mongo_observer
  
  
  ingredients = [corpus_ingredient, eval_ingredient, summ_ingredient]
  ex = Experiment(name='summarization-oracle-testrun', ingredients=ingredients)
  setup_mongo_observer(ex)
  
  
  @ex.command(unobserved=True)
  def summarize():
      """Summarize the given file."""
      model = OracleSummarizer()
      run_summarization(model)
  
  
  @ex.automain
  def evaluate():
      """Evaluate on a corpus."""
      model = OracleSummarizer()
      return run_evaluation(model)
  