@@ -210,13 +210,13 @@ def from_dict(cls, data, app=None):
210210            tflite_format  =  TFLiteFormat .from_dict (tflite_format_data )
211211        model  =  Model (model_format = tflite_format )
212212        model ._data  =  data_copy   # pylint: disable=protected-access 
213-         model ._app  =  app  # pylint: disable=protected-access 
213+         model ._app  =  app    # pylint: disable=protected-access 
214214        return  model 
215215
216216    def  _update_from_dict (self , data ):
217217        copy  =  Model .from_dict (data )
218218        self .model_format  =  copy .model_format 
219-         self ._data  =  copy ._data  # pylint: disable=protected-access 
219+         self ._data  =  copy ._data    # pylint: disable=protected-access 
220220
221221    def  __eq__ (self , other ):
222222        if  isinstance (other , self .__class__ ):
@@ -333,7 +333,7 @@ def model_format(self):
333333    def  model_format (self , model_format ):
334334        if  model_format  is  not   None :
335335            _validate_model_format (model_format )
336-         self ._model_format  =  model_format   #Can be None 
336+         self ._model_format  =  model_format   #  Can be None 
337337        return  self 
338338
339339    def  as_dict (self , for_upload = False ):
@@ -369,7 +369,7 @@ def from_dict(cls, data):
369369        """Create an instance of the object from a dict.""" 
370370        data_copy  =  dict (data )
371371        tflite_format  =  TFLiteFormat (model_source = cls ._init_model_source (data_copy ))
372-         tflite_format ._data  =  data_copy  # pylint: disable=protected-access 
372+         tflite_format ._data  =  data_copy    # pylint: disable=protected-access 
373373        return  tflite_format 
374374
375375    def  __eq__ (self , other ):
@@ -401,7 +401,7 @@ def model_source(self, model_source):
401401        if  model_source  is  not   None :
402402            if  not  isinstance (model_source , TFLiteModelSource ):
403403                raise  TypeError ('Model source must be a TFLiteModelSource object.' )
404-         self ._model_source  =  model_source  # Can be None 
404+         self ._model_source  =  model_source    # Can be None 
405405
406406    @property  
407407    def  size_bytes (self ):
@@ -481,7 +481,7 @@ def __init__(self, gcs_tflite_uri, app=None):
481481
482482    def  __eq__ (self , other ):
483483        if  isinstance (other , self .__class__ ):
484-             return  self ._gcs_tflite_uri  ==  other ._gcs_tflite_uri  # pylint: disable=protected-access 
484+             return  self ._gcs_tflite_uri  ==  other ._gcs_tflite_uri    # pylint: disable=protected-access 
485485        return  False 
486486
487487    def  __ne__ (self , other ):
@@ -766,7 +766,7 @@ def _validate_display_name(display_name):
766766
767767def  _validate_tags (tags ):
768768    if  not  isinstance (tags , list ) or  not  \
769-          all (isinstance (tag , str ) for  tag  in  tags ):
769+        all (isinstance (tag , str ) for  tag  in  tags ):
770770        raise  TypeError ('Tags must be a list of strings.' )
771771    if  not  all (_TAG_PATTERN .match (tag ) for  tag  in  tags ):
772772        raise  ValueError ('Tag format is invalid.' )
@@ -780,6 +780,7 @@ def _validate_gcs_tflite_uri(uri):
780780        raise  ValueError ('GCS TFLite URI format is invalid.' )
781781    return  uri 
782782
783+ 
783784def  _validate_auto_ml_model (model ):
784785    if  not  _AUTO_ML_MODEL_PATTERN .match (model ):
785786        raise  ValueError ('Model resource name format is invalid.' )
@@ -800,7 +801,7 @@ def _validate_list_filter(list_filter):
800801
801802def  _validate_page_size (page_size ):
802803    if  page_size  is  not   None :
803-         if  type (page_size ) is  not   int : # pylint: disable=unidiomatic-typecheck 
804+         if  type (page_size ) is  not   int :   # pylint: disable=unidiomatic-typecheck 
804805            # Specifically type() to disallow boolean which is a subtype of int 
805806            raise  TypeError ('Page size must be a number or None.' )
806807        if  page_size  <  1  or  page_size  >  _MAX_PAGE_SIZE :
@@ -855,7 +856,7 @@ def _exponential_backoff(self, current_attempt, stop_time):
855856
856857        if  stop_time  is  not   None :
857858            max_seconds_left  =  (stop_time  -  datetime .datetime .now ()).total_seconds ()
858-             if  max_seconds_left  <  1 : # allow a bit of time for rpc 
859+             if  max_seconds_left  <  1 :   # allow a bit of time for rpc 
859860                raise  exceptions .DeadlineExceededError ('Polling max time exceeded.' )
860861            wait_time_seconds  =  min (wait_time_seconds , max_seconds_left  -  1 )
861862        time .sleep (wait_time_seconds )
@@ -916,7 +917,6 @@ def handle_operation(self, operation, wait_for_operation=False, max_time_seconds
916917        # If the operation is not complete or timed out, return a (locked) model instead 
917918        return  get_model (model_id ).as_dict ()
918919
919- 
920920    def  create_model (self , model ):
921921        _validate_model (model )
922922        try :
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