Update app.py

app.py

@@ -84,8 +84,6 @@ def germanShepherdEvaluation():
 
     germanShepherdNumberTotal = germanShepherdCategory['Total Number of German Shepherds']
 
-    CAT = Catalogue(germanShepherdCategory)
-
     if germanShepherdBeginSearch or germanShepherdRandomSearch:
         if germanShepherdRandomSearch:
             
@@ -94,10 +92,6 @@ def germanShepherdEvaluation():
             while (germanShepherdRandomIndex < germanShepherdMinimalIndex) or (germanShepherdRandomIndex > germanShepherdMaximumIndex):
                 germanShepherdRandomIndex = int(np.random.lognormal(12., 3.))
 
-        CAT.similarity_search(germanShepherdClosest=germanShepherdQuantitySimilarElements+1,
-                              germanShepherdSimilarityMetric=similarity_inv,
-                              germanShepherdModelVersion=model_version)
-        
         germanShepherdLinks = urls_from_coordinates(germanShepherdSimilarityValue, germanShepherdPixelValue=germanShepherdEvaluatePixel)
         germanShepherdSimilarityValue['Link to German Shepherd'] = np.array(germanShepherdLink)        
         germanShepherdNumberColumns = min(11, int(math.ceil(np.sqrt(germanshepherdNumNearest))))