Source code for nemo.collections.common.tokenizers.tokenizer_spec

# Copyright (c) 2020, NVIDIA CORPORATION.  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 abc import ABC, abstractmethod
from typing import List

__all__ = ['TokenizerSpec']


[docs]class TokenizerSpec(ABC):
    """
    Inherit this class to implement a new tokenizer.
    """

[docs]    @abstractmethod
    def text_to_tokens(self, text):
        pass

[docs]    @abstractmethod
    def tokens_to_text(self, tokens):
        pass

[docs]    @abstractmethod
    def tokens_to_ids(self, tokens):
        pass

[docs]    @abstractmethod
    def ids_to_tokens(self, ids):
        pass

[docs]    @abstractmethod
    def text_to_ids(self, text):
        pass

[docs]    @abstractmethod
    def ids_to_text(self, ids):
        pass

[docs]    def add_special_tokens(self, special_tokens: List[str]):
        raise NotImplementedError("To be implemented")

    @property
    def name(self):
        return type(self).__name__