          self.shapes_model = None
  
      def process(self):
          """ Perform spatial filtering """
          print("\n[SPATIO-TEMPORAL FILTERING]")  # Tidy up cli output
          print("NB: The process only processes the alignments for the first "
                "face it finds for any given frame\n"
                "    For best results only run this when:\n"
                "      - there is only a single face in the alignments file\n"
                "      - all false positives have been removed\n")
  
          self.normalize()
          self.shape_model()
          landmarks = self.spatially_filter()
          landmarks = self.temporally_smooth(landmarks)
 
</s> remove         print("\n[REMOVE ALIGNMENTS DATA]")  # Tidy up cli output
 </s> add         logger.info("[REMOVE ALIGNMENTS DATA]")  # Tidy up cli output </s> remove         print("\n[SORT INDEXES]")  # Tidy up cli output
 </s> add         logger.info("[SORT INDEXES]")  # Tidy up cli output </s> remove         print("\n[REFORMAT ALIGNMENTS]")  # Tidy up cli output
 </s> add         logger.info("[REFORMAT ALIGNMENTS]")  # Tidy up cli output </s> remove             retval = Faces(arguments.faces_dir, self.verbose)
 </s> add             retval = Faces(arguments.faces_dir) </s> remove             self.faces = Faces(arguments.faces_dir,
                               self.verbose,
                               dfl=True)
 </s> add             self.faces = Faces(arguments.faces_dir, dfl=True)
        logger.info("[SPATIO-TEMPORAL FILTERING]")  # Tidy up cli output
        logger.info("NB: The process only processes the alignments for the first "
                    "face it finds for any given frame. For best results only run this when "
                    "there is only a single face in the alignments file and all false positives "
                    "have been removed")
          self.shapes_model = None
  
      def process(self):
          """ Perform spatial filtering """
        logger.info("[SPATIO-TEMPORAL FILTERING]")  # Tidy up cli output
        logger.info("NB: The process only processes the alignments for the first "
                    "face it finds for any given frame. For best results only run this when "
                    "there is only a single face in the alignments file and all false positives "
                    "have been removed")
        logger.info("[SPATIO-TEMPORAL FILTERING]")  # Tidy up cli output
        logger.info("NB: The process only processes the alignments for the first "
                    "face it finds for any given frame. For best results only run this when "
                    "there is only a single face in the alignments file and all false positives "
                    "have been removed")
        logger.info("[SPATIO-TEMPORAL FILTERING]")  # Tidy up cli output
        logger.info("NB: The process only processes the alignments for the first "
                    "face it finds for any given frame. For best results only run this when "
                    "there is only a single face in the alignments file and all false positives "
                    "have been removed")
        logger.info("[SPATIO-TEMPORAL FILTERING]")  # Tidy up cli output
        logger.info("NB: The process only processes the alignments for the first "
                    "face it finds for any given frame. For best results only run this when "
                    "there is only a single face in the alignments file and all false positives "
                    "have been removed")
        logger.info("[SPATIO-TEMPORAL FILTERING]")  # Tidy up cli output
        logger.info("NB: The process only processes the alignments for the first "
                    "face it finds for any given frame. For best results only run this when "
                    "there is only a single face in the alignments file and all false positives "
                    "have been removed")
        logger.info("[SPATIO-TEMPORAL FILTERING]")  # Tidy up cli output
        logger.info("NB: The process only processes the alignments for the first "
                    "face it finds for any given frame. For best results only run this when "
                    "there is only a single face in the alignments file and all false positives "
                    "have been removed")
  
          self.normalize()
          self.shape_model()
          landmarks = self.spatially_filter()
          landmarks = self.temporally_smooth(landmarks)
keep keep keep keep replace replace replace replace replace replace keep keep keep keep keep
 Logging (#541)

* Convert prints to logger. Further logging improvements. Tidy  up

* Fix system verbosity. Allow SystemExit

* Fix reload extract bug

* Child Traceback handling

* Safer shutdown procedure

* Add shutdown event to queue manager

* landmarks_as_xy > property. GUI notes + linting. Aligner bugfix

* fix FaceFilter. Enable nFilter when no Filter is supplied

* Fix blurry face filter

* Continue on IO error. Better error handling

* Explicitly print stack trace tocrash log

* Windows Multiprocessing bugfix

* Add git info and conda version to crash log

* Windows/Anaconda mp bugfix

* Logging fixes for training 
tools/lib_alignments/jobs.py