def create_synthetic_data_dictionary()

in tensorflow_federated/python/simulation/datasets/stackoverflow.py [0:0]

• 84 lines of code
• 1 McCabe index (conditional complexity)

def create_synthetic_data_dictionary():
  return {
      'synthetic_1':
          collections.OrderedDict(
              creation_date=[
                  b'2010-01-08 09:34:05 UTC',
                  b'2008-08-10 08:28:52.1 UTC',
                  b'2008-08-10 08:28:52.1 UTC',
              ],
              score=tf.constant([172, 80, 80], dtype=tf.int64),
              tags=[
                  b'sql|sql-server|aggregate-functions|median',
                  b'css|cross-browser|rounded-corners|css3',
                  b'css|cross-browser|rounded-corners|css3',
              ],
              title=[
                  b'function to calculate median in sql server',
                  b'creating rounded corners using css',
                  b'creating rounded corners using css',
              ],
              tokens=[
                  b"if you're using sql 2005 or better this is a nice , simple-ish median calculation for a single column in a table :",
                  b'css3 does finally define the',
                  b"which is exactly how you'd want it to work .",
              ],
              type=[
                  b'answer',
                  b'question',
                  b'answer',
              ]),
      'synthetic_2':
          collections.OrderedDict(
              creation_date=[
                  b'2008-08-05 19:01:55.2 UTC',
                  b'2010-07-15 18:15:58.5 UTC',
                  b'2010-07-15 18:15:58.5 UTC',
              ],
              score=tf.constant([3, 12, -1], dtype=tf.int64),
              tags=[
                  b'git|svn|version-control|language-agnostic|dvcs',
                  b'android|android-emulator|monkey',
                  b'android|android-emulator|monkey',
              ],
              title=[
                  b'getting started with version control',
                  b'writing to / system / framework in emulator',
                  b'writing to / system / framework in emulator',
              ],
              tokens=[
                  b'if you are on mac osx , i found <URL> " > versions to be an incredible ( free ) gui front-end to svn .',
                  b'edit :',
                  b'thanks .',
              ],
              type=[
                  b'answer',
                  b'question',
                  b'question',
              ],
          ),
      'synthetic_3':
          collections.OrderedDict(
              creation_date=[
                  b'2008-10-30 16:49:26.9 UTC',
                  b'2008-10-30 16:49:26.9 UTC',
              ],
              score=tf.constant([1, 1], dtype=tf.int64),
              tags=[
                  b'vb . net|design-patterns|iterator|yield',
                  b'vb . net|design-patterns|iterator|yield',
              ],
              title=[
                  b'iterator pattern in vb . net ( c # would use yield ! )',
                  b'iterator pattern in vb . net ( c # would use yield ! )',
              ],
              tokens=[
                  b'edit :',
                  b'the spec is available here .',
              ],
              type=[
                  b'answer',
                  b'answer',
              ],
          )
  }