          self.items = self.get_items(arguments)
          self.removed = set()
          logger.debug("Initialized %s", self.__class__.__name__)
  
      def get_items(self, arguments):
          """ Set the correct items to process """
          retval = None
          if self.type == "frames":
              retval = Frames(arguments.frames_dir).items
          elif self.type == "faces":
              retval = Faces(arguments.faces_dir)
          return retval
  
      def process(self):
          """ run removal """
          logger.info("[REMOVE ALIGNMENTS DATA]")  # Tidy up cli output
          del_count = 0
          task = getattr(self, "remove_{}".format(self.type))
 
</s> remove         self.alignments = alignments
        self.type = arguments.job.replace("remove-", "")
        self.items = self.get_items(arguments)
        self.removed = set()
 </s> add         self._alignments = alignments
        self._items = Faces(arguments.faces_dir) </s> remove         """ run removal """
        logger.info("[REMOVE ALIGNMENTS DATA]")  # Tidy up cli output
        del_count = 0
        task = getattr(self, "remove_{}".format(self.type))

        if self.type == "frames":
            logger.debug("Removing Frames")
            for frame in tqdm(list(item[3] for item in self.alignments.yield_faces()),
                              desc="Removing Frames",
                              total=self.alignments.frames_count):
                del_count += task(frame)
        else:
            logger.debug("Removing Faces")
            del_count = task()
 </s> add         """ Run the job to remove faces from an alignments file that do not exist within a faces
        folder. """
        logger.info("[REMOVE FACES FROM ALIGNMENTS]")  # Tidy up cli output

        face_hashes = self._items.items
        if not face_hashes:
            logger.error("No matching faces found in your faces folder. This would remove all "
                         "faces from your alignments file. Process aborted.")
            return

        pre_face_count = self._alignments.faces_count
        self._alignments.filter_hashes(face_hashes, filter_out=False)
        del_count = pre_face_count - self._alignments.faces_count </s> remove         self.alignments = alignments
        self.faces = faces if faces else Faces(arguments.faces_dir)
 </s> add         self._alignments = alignments
        self._faces = faces if faces else Faces(arguments.faces_dir) </s> remove         """Process the alignments file merge """
 </s> add         """Run the alignments file merging process. """ </s> remove                                                size=arguments.size,
                                               align_eyes=arguments.align_eyes)
 </s> add                                                size=arguments.size)
          self.items = self.get_items(arguments)
          self.removed = set()
          logger.debug("Initialized %s", self.__class__.__name__)
  









      def process(self):
          """ run removal """
          logger.info("[REMOVE ALIGNMENTS DATA]")  # Tidy up cli output
          del_count = 0
          task = getattr(self, "remove_{}".format(self.type))
keep keep keep keep replace replace replace replace replace replace replace replace replace keep keep keep keep keep
 Extract - Increase area and move centering (#1095)

* Extract
  - Implement aligner re-feeding
  - Add extract type to pipeline.ExtractMedia
  - Add pose annotation to debug
* Convert
  - implement centering
  - remove usage of feed and reference face properties
  - Remove distributed option from convert
  - Force update of alignments file on legacy receive
* Train
  - Resize preview image to model output size
  - Force legacy centering if centering does not exist in model's state file
  - Enable training on legacy face sets

* Alignments Tool
  - Update draw to include head/pose
  - Remove DFL drop + linting
  - Remove remove-frames job
  - remove align-eyes option
  - Update legacy masks to new extract type
  - Exit if attempting to merge version 1.0 alignments files with version 2.0 alignments files
  - Re-generate thumbnails on legacy upgrade
* Mask Tool
  - Update for new extract + bugfix full frame
* Manual Tool
  - Update to new extraction method
   - Disable legacy alignments,
   - extract box bugfix
   - extract faces - size to 512 and center on head
* Preview Tool
  - Display based on model centering
* Sort Tool
  - Use alignments for sort by face

* lib.aligner
  - Add Pose Class
  - Add AlignedFace Class
  - center _MEAN_FACE on x
  - Add meta information with versioning to alignments file
  - lib.aligner.get_align_matrix to use landmarks not face
  - Refactor aligned faces in lib.faces_detect
* lib.logger
  - larger file log padding
* lib.config
  - Fix global changeable_items
* lib.face_filter
  - Use new extracted face images
* lib.image
  - bump thumbnail default size to 96px 
tools/alignments/jobs.py