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  • Compatibility Python 2.7 / 3+
  • Logging with verbosity levels (standard Python logger)
  • Use requests library to handle HTTP (instead of deprecated libs)
  • Collections are iterable
  • Model's attributes are written in the code: code is self-documented and ease auto-completion
  • Cytomine class is a singleton and its no more necessary to pass it as parameter in every functions
  • Model and Collection are self managed
  • CytomineJob class extends Cytomine and is thus a singleton where the current user is a user-job.