content: # Apache Software License 2.0
  #
  # Copyright (c) ZenML GmbH 2025. 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
  #
  # http://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 sklearn.base import ClassifierMixin
  
  
  def get_model_from_config(
      model_package: str, model_class: str
  ) -> ClassifierMixin:
      if model_package == "sklearn.ensemble":
          import sklearn.ensemble as package
  
          model_class = getattr(package, model_class)
      elif model_package == "sklearn.tree":
          import sklearn.tree as package
  
          model_class = getattr(package, model_class)
      else:
          raise ValueError(f"Unsupported model package: {model_package}")
  
      return model_class
  