code: def setUp(self):
      self.tmpdirname = tempfile.mkdtemp()
  
      vocab_tokens = ["[UNK]", "[CLS]", "[SEP]", "[PAD]", "[MASK]", "want", "##want", "##ed", "wa", "un", "runn", "##ing", ",", "low", "lowest"]  # fmt: skip
      self.vocab_file = os.path.join(
          self.tmpdirname, VOCAB_FILES_NAMES["vocab_file"]
      )
  
      with open(self.vocab_file, "w", encoding="utf-8") as fp:
          fp.write("".join([x + "\n" for x in vocab_tokens]))
  
      image_processor_map = {
          "image_mean": FLAVA_IMAGE_MEAN,
          "image_std": FLAVA_IMAGE_STD,
          "do_normalize": True,
          "do_resize": True,
          "size": 224,
          "do_center_crop": True,
          "crop_size": 224,
          "input_size_patches": 14,
          "total_mask_patches": 75,
          "mask_group_max_patches": None,
          "mask_group_min_patches": 16,
          "mask_group_min_aspect_ratio": 0.3,
          "mask_group_max_aspect_ratio": None,
          "codebook_do_resize": True,
          "codebook_size": 112,
          "codebook_do_center_crop": True,
          "codebook_crop_size": 112,
          "codebook_do_map_pixels": True,
          "codebook_do_normalize": True,
          "codebook_image_mean": FLAVA_CODEBOOK_MEAN,
          "codebook_image_std": FLAVA_CODEBOOK_STD,
      }
  
      self.image_processor_file = os.path.join(
          self.tmpdirname, IMAGE_PROCESSOR_NAME
      )
      with open(self.image_processor_file, "w", encoding="utf-8") as fp:
          json.dump(image_processor_map, fp)
  
imports: import json
  import os
  import random
  import shutil
  import tempfile
  import unittest
  import numpy
  import pytest
  from transformers import BertTokenizer, BertTokenizerFast
  from transformers.models.bert.tokenization_bert import VOCAB_FILES_NAMES
  from transformers.testing_utils import require_vision
  from transformers.utils import IMAGE_PROCESSOR_NAME, is_vision_available
label_desc: Use image node_id 1 for calling the FlavaProcessorTest obj's underlying member method code with example usage: obj.setUp() without return types