text: # Copyright (c) Facebook, Inc. and its affiliates.
  # All rights reserved.
  #
  # This source code is licensed under the license found in the
  # LICENSE file in the root directory of this source tree.
  #
  
  
  import json
  import string
  
  genome_data_file = "question_answers.json"
  genome_questions_file = "v2_OpenEnded_mscoco_genome_questions.json"
  genome_annotations_file = "v2_mscoco_genome_annotations.json"
  
  translator = str.maketrans("", "", string.punctuation)
  with open(genome_data_file, "r") as f:
      genome_data = json.load(f)
  
  genome_questions = []
  genome_annotations = []
  
  for data in genome_data:
      all_qas = data["qas"]
      for qas in all_qas:
          question = {}
          annotation = {}
          question["image_id"] = qas["image_id"]
          # assume unique question_id for every question answer pair
          question["question_id"] = qas["qa_id"]
          question["question"] = qas["question"]
          genome_questions.append(question)
          annotation["image_id"] = qas["image_id"]
          annotation["question_id"] = qas["qa_id"]
          answertxt = qas["answer"].translate(translator)
          answertxt = answertxt.lower()
          annotation["multiple_choice_answer"] = answertxt
          annotation["answers"] = []
          for i in range(10):
              answer = {}
              answer["answer"] = answertxt
              answer["answer_confifence"] = "yes"
              answer["answer_id"] = i + 1
              annotation["answers"].append(answer)
          genome_annotations.append(annotation)
  
  genome_data = {}
  genome_data["questions"] = genome_questions
  
  with open(genome_questions_file, "w") as f:
      json.dump(genome_data, f)
  
  genome_data = {}
  genome_data["annotations"] = genome_annotations
  
  with open(genome_annotations_file, "w") as f:
      json.dump(genome_data, f)
  