FateWithShellmiaoComment/Fate/python/federatedml/components/hetero_poisson.py

#
#  Copyright 2019 The FATE Authors. All Rights Reserved.
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#  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.
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from .components import ComponentMeta

hetero_poisson_cpn_meta = ComponentMeta("HeteroPoisson")


@hetero_poisson_cpn_meta.bind_param
def hetero_poisson_param():
    from federatedml.param.poisson_regression_param import PoissonParam

    return PoissonParam


@hetero_poisson_cpn_meta.bind_runner.on_guest
def hetero_poisson_runner_guest():
    from federatedml.linear_model.coordinated_linear_model.poisson_regression.hetero_poisson_regression.hetero_poisson_guest import (
        HeteroPoissonGuest, )

    return HeteroPoissonGuest


@hetero_poisson_cpn_meta.bind_runner.on_host
def hetero_poisson_runner_host():
    from federatedml.linear_model.coordinated_linear_model.poisson_regression.hetero_poisson_regression.hetero_poisson_host import (
        HeteroPoissonHost, )

    return HeteroPoissonHost


@hetero_poisson_cpn_meta.bind_runner.on_arbiter
def hetero_poisson_runner_arbiter():
    from federatedml.linear_model.coordinated_linear_model.poisson_regression.hetero_poisson_regression.hetero_poisson_arbiter import (
        HeteroPoissonArbiter, )

    return HeteroPoissonArbiter