homo_lr.py 1.6 KB

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  1. #
  2. # Copyright 2019 The FATE Authors. All Rights Reserved.
  3. #
  4. # Licensed under the Apache License, Version 2.0 (the "License");
  5. # you may not use this file except in compliance with the License.
  6. # You may obtain a copy of the License at
  7. #
  8. # http://www.apache.org/licenses/LICENSE-2.0
  9. #
  10. # Unless required by applicable law or agreed to in writing, software
  11. # distributed under the License is distributed on an "AS IS" BASIS,
  12. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  13. # See the License for the specific language governing permissions and
  14. # limitations under the License.
  15. #
  16. from .components import ComponentMeta
  17. homo_lr_cpn_meta = ComponentMeta("HomoLR")
  18. @homo_lr_cpn_meta.bind_param
  19. def homo_lr_param():
  20. from federatedml.param.logistic_regression_param import HomoLogisticParam
  21. return HomoLogisticParam
  22. @homo_lr_cpn_meta.bind_runner.on_guest
  23. def homo_lr_runner_guest():
  24. from federatedml.linear_model.coordinated_linear_model.logistic_regression.homo_logistic_regression.homo_lr_client import (
  25. HomoLRClient, )
  26. return HomoLRClient
  27. @homo_lr_cpn_meta.bind_runner.on_host
  28. def homo_lr_runner_host():
  29. from federatedml.linear_model.coordinated_linear_model.logistic_regression.homo_logistic_regression.homo_lr_client import (
  30. HomoLRClient, )
  31. return HomoLRClient
  32. @homo_lr_cpn_meta.bind_runner.on_arbiter
  33. def homo_lr_runner_arbiter():
  34. from federatedml.linear_model.coordinated_linear_model.logistic_regression.homo_logistic_regression.homo_lr_server import (
  35. HomoLRServer, )
  36. return HomoLRServer