def PredictIrisSpecies(self, request, context):
model = self.__class__.get_or_create_model()
sepal_length = request.sepal_length
sepal_width = request.sepal_width
petal_length = request.petal_length
petal_width = request.petal_width
result = model.predict([[sepal_length, sepal_width, petal_length, petal_width]])
return iris_pb2.IrisPredictReply(species=result[0])
def PredictIrisSpecies(self, request):
model = self.__class__.get_model()
sepal_length = request.sepal_length
sepal_width = request.sepal_width
petal_length = request.petal_length
petal_width = request.petal_width
# Previsão do modelo
result = model.predict(
[[sepal_length, sepal_width, petal_length, petal_width]])
return iris_pb2.IrisPredictReply(species=result[0])