parameters: (mapper=test_mapper, buffered_size=1024, use_xmap=True, cycle=False)
return_statement: return reader_creator(
          download(DATA_URL, 'flowers', DATA_MD5),
          download(LABEL_URL, 'flowers', LABEL_MD5),
          download(SETID_URL, 'flowers', SETID_MD5),
          TEST_FLAG,
          mapper,
          buffered_size,
          use_xmap,
          cycle=cycle)
docstring: Create flowers test set reader.
      It returns a reader, each sample in the reader is
      image pixels in [0, 1] and label in [1, 102]
      translated from original color image by steps:
      1. resize to 256*256
      2. random crop to 224*224
      3. flatten
      :param mapper:  a function to map sample.
      :type mapper: callable
      :param buffered_size: the size of buffer used to process images
      :type buffered_size: int
      :param cycle: whether to cycle through the dataset
      :type cycle: bool
      :return: test data reader
      :rtype: callable
docstring_summary: Create flowers test set reader.
      It returns a reader, each sample in the reader is
      image pixels in [0, 1] and label in [1, 102]
      translated from original color image by steps:
      1. resize to 256*256
      2. random crop to 224*224
      3. flatten
      :param mapper:  a function to map sample.
      :type mapper: callable
      :param buffered_size: the size of buffer used to process images
      :type buffered_size: int
      :param cycle: whether to cycle through the dataset
      :type cycle: bool
      :return: test data reader
      :rtype: callable
docstring_tokens: Create flowers test set reader . It returns a reader each sample in the reader is image pixels in [ 0 1 ] and label in [ 1 102 ] translated from original color image by steps : 1 . resize to 256 * 256 2 . random crop to 224 * 224 3 . flatten : param mapper : a function to map sample . : type mapper : callable : param buffered_size : the size of buffer used to process images : type buffered_size : int : param cycle : whether to cycle through the dataset : type cycle : bool : return : test data reader : rtype : callable
function: def test(mapper=test_mapper, buffered_size=1024, use_xmap=True, cycle=False):
      '''
      Create flowers test set reader.
      It returns a reader, each sample in the reader is
      image pixels in [0, 1] and label in [1, 102]
      translated from original color image by steps:
      1. resize to 256*256
      2. random crop to 224*224
      3. flatten
      :param mapper:  a function to map sample.
      :type mapper: callable
      :param buffered_size: the size of buffer used to process images
      :type buffered_size: int
      :param cycle: whether to cycle through the dataset
      :type cycle: bool
      :return: test data reader
      :rtype: callable
      '''
      return reader_creator(
          download(DATA_URL, 'flowers', DATA_MD5),
          download(LABEL_URL, 'flowers', LABEL_MD5),
          download(SETID_URL, 'flowers', SETID_MD5),
          TEST_FLAG,
          mapper,
          buffered_size,
          use_xmap,
          cycle=cycle)
function_tokens: def test ( mapper = test_mapper , buffered_size = 1024 , use_xmap = True , cycle = False ) : return reader_creator ( download ( DATA_URL , 'flowers' , DATA_MD5 ) , download ( LABEL_URL , 'flowers' , LABEL_MD5 ) , download ( SETID_URL , 'flowers' , SETID_MD5 ) , TEST_FLAG , mapper , buffered_size , use_xmap , cycle = cycle )