Revision aeb0ab472296c0298c2b007c30af2705a75a89f8 authored by ST John on 18 June 2019, 09:46:26 UTC, committed by ST John on 18 June 2019, 09:48:10 UTC
1 parent 4ad6260
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tensor_converter.py
# Copyright 2017 Artem Artemev @awav
#
# 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 .. import misc
from .errors import GPflowError
from .parentable import Parentable

class TensorConverter:  # pylint: disable=R0903
    __tensor_mode__ = '_tensor_mode'

    @classmethod
    def tensor_mode(cls, obj):
        if not isinstance(obj, Parentable):
            raise ValueError('Tensor mode works only with parentable objects.')
        while True:
            mode = misc.get_attribute(obj, cls.__tensor_mode__, allow_fail=True)
            if mode is not None:
                return mode
            parent = misc.get_attribute(obj, '_parent')
            if parent is None:
                break
            if parent is obj:
                raise GPflowError('Inconsistency in parentable object found.')
            obj = parent
        return False
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