content: #  Copyright (c) ZenML GmbH 2022. All Rights Reserved.
  #
  #  Licensed under the Apache License, Version 2.0 (the "License");
  #  you may not use this file except in compliance with the License.
  #  You may obtain a copy of the License at:
  #
  #       https://www.apache.org/licenses/LICENSE-2.0
  #
  #  Unless required by applicable law or agreed to in writing, software
  #  distributed under the License is distributed on an "AS IS" BASIS,
  #  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
  #  or implied. See the License for the specific language governing
  #  permissions and limitations under the License.
  from constants import MODEL_NAME
  
  from zenml import __version__ as zenml_version
  from zenml.integrations.bentoml.steps import bento_builder_step
  
  bento_builder = bento_builder_step.with_options(
      parameters=dict(
          model_name=MODEL_NAME,
          model_type="pytorch",
          service="service.py:MNISTService",
          labels={
              "framework": "pytorch",
              "dataset": "mnist",
              "zenml_version": zenml_version,
          },
          exclude=["data"],
          python={
              "packages": ["zenml", "torch", "torchvision"],
          },
      )
  )
  