print('Silhouette with squared euclidean distance:')
pdt = model.transform(final_data)
from pyspark.ml.evaluation import ClusteringEvaluator
evaluator = ClusteringEvaluator()
silhouette = evaluator.evaluate(pdt)
print(silhouette)