transformers_4_35_0/utils/sentencepiece_model_pb2.py

# Generated by the protocol buffer compiler.  DO NOT EDIT!
# source: sentencepiece_model.proto

# Copyright 2022 The HuggingFace Team. 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 google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database


# @@protoc_insertion_point(imports)

_sym_db = _symbol_database.Default()


DESCRIPTOR = _descriptor.FileDescriptor(
    name="sentencepiece_model.proto",
    package="sentencepiece",
    syntax="proto2",
    serialized_options=b"H\003",
    create_key=_descriptor._internal_create_key,
    serialized_pb=(
        b'\n\x19sentencepiece_model.proto\x12\rsentencepiece"\xa1\n\n\x0bTrainerSpec\x12\r\n\x05input\x18\x01'
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        b" \x01(\t\x12\x41\n\nmodel_type\x18\x03"
        b" \x01(\x0e\x32$.sentencepiece.TrainerSpec.ModelType:\x07UNIGRAM\x12\x18\n\nvocab_size\x18\x04"
        b" \x01(\x05:\x04\x38\x30\x30\x30\x12\x17\n\x0f\x61\x63\x63\x65pt_language\x18\x05 \x03(\t\x12"
        b' \n\x15self_test_sample_size\x18\x06 \x01(\x05:\x01\x30\x12"\n\x12\x63haracter_coverage\x18\n'
        b" \x01(\x02:\x06\x30.9995\x12\x1e\n\x13input_sentence_size\x18\x0b"
        b" \x01(\x04:\x01\x30\x12$\n\x16shuffle_input_sentence\x18\x13 \x01(\x08:\x04true\x12"
        b' \n\x14mining_sentence_size\x18\x0c \x01(\x05\x42\x02\x18\x01\x12"\n\x16training_sentence_size\x18\r'
        b" \x01(\x05\x42\x02\x18\x01\x12(\n\x17seed_sentencepiece_size\x18\x0e"
        b" \x01(\x05:\x07\x31\x30\x30\x30\x30\x30\x30\x12\x1e\n\x10shrinking_factor\x18\x0f"
        b" \x01(\x02:\x04\x30.75\x12!\n\x13max_sentence_length\x18\x12"
        b" \x01(\x05:\x04\x34\x31\x39\x32\x12\x17\n\x0bnum_threads\x18\x10"
        b" \x01(\x05:\x02\x31\x36\x12\x1d\n\x12num_sub_iterations\x18\x11"
        b" \x01(\x05:\x01\x32\x12$\n\x18max_sentencepiece_length\x18\x14"
        b" \x01(\x05:\x02\x31\x36\x12%\n\x17split_by_unicode_script\x18\x15"
        b" \x01(\x08:\x04true\x12\x1d\n\x0fsplit_by_number\x18\x17"
        b" \x01(\x08:\x04true\x12!\n\x13split_by_whitespace\x18\x16"
        b" \x01(\x08:\x04true\x12)\n\x1atreat_whitespace_as_suffix\x18\x18"
        b" \x01(\x08:\x05\x66\x61lse\x12\x1b\n\x0csplit_digits\x18\x19"
        b" \x01(\x08:\x05\x66\x61lse\x12\x17\n\x0f\x63ontrol_symbols\x18\x1e"
        b" \x03(\t\x12\x1c\n\x14user_defined_symbols\x18\x1f \x03(\t\x12\x16\n\x0erequired_chars\x18$"
        b" \x01(\t\x12\x1c\n\rbyte_fallback\x18# \x01(\x08:\x05\x66\x61lse\x12+\n\x1dvocabulary_output_piece_score\x18"
        b'  \x01(\x08:\x04true\x12\x1e\n\x10hard_vocab_limit\x18! \x01(\x08:\x04true\x12\x1c\n\ruse_all_vocab\x18"'
        b" \x01(\x08:\x05\x66\x61lse\x12\x11\n\x06unk_id\x18( \x01(\x05:\x01\x30\x12\x11\n\x06\x62os_id\x18)"
        b" \x01(\x05:\x01\x31\x12\x11\n\x06\x65os_id\x18* \x01(\x05:\x01\x32\x12\x12\n\x06pad_id\x18+"
        b" \x01(\x05:\x02-1\x12\x18\n\tunk_piece\x18- \x01(\t:\x05<unk>\x12\x16\n\tbos_piece\x18."
        b" \x01(\t:\x03<s>\x12\x17\n\teos_piece\x18/ \x01(\t:\x04</s>\x12\x18\n\tpad_piece\x18\x30"
        b" \x01(\t:\x05<pad>\x12\x1a\n\x0bunk_surface\x18, \x01(\t:\x05 \xe2\x81\x87"
        b" \x12+\n\x1ctrain_extremely_large_corpus\x18\x31"
        b' \x01(\x08:\x05\x66\x61lse"5\n\tModelType\x12\x0b\n\x07UNIGRAM\x10\x01\x12\x07\n\x03\x42PE\x10\x02\x12\x08\n\x04WORD\x10\x03\x12\x08\n\x04\x43HAR\x10\x04*\t\x08\xc8\x01\x10\x80\x80\x80\x80\x02"\xd1\x01\n\x0eNormalizerSpec\x12\x0c\n\x04name\x18\x01'
        b" \x01(\t\x12\x1c\n\x14precompiled_charsmap\x18\x02 \x01(\x0c\x12\x1e\n\x10\x61\x64\x64_dummy_prefix\x18\x03"
        b" \x01(\x08:\x04true\x12&\n\x18remove_extra_whitespaces\x18\x04 \x01(\x08:\x04true\x12"
        b" \n\x12\x65scape_whitespaces\x18\x05 \x01(\x08:\x04true\x12\x1e\n\x16normalization_rule_tsv\x18\x06"
        b' \x01(\t*\t\x08\xc8\x01\x10\x80\x80\x80\x80\x02"y\n\x0cSelfTestData\x12\x33\n\x07samples\x18\x01'
        b' \x03(\x0b\x32".sentencepiece.SelfTestData.Sample\x1a)\n\x06Sample\x12\r\n\x05input\x18\x01'
        b" \x01(\t\x12\x10\n\x08\x65xpected\x18\x02"
        b' \x01(\t*\t\x08\xc8\x01\x10\x80\x80\x80\x80\x02"\xfe\x03\n\nModelProto\x12\x37\n\x06pieces\x18\x01'
        b" \x03(\x0b\x32'.sentencepiece.ModelProto.SentencePiece\x12\x30\n\x0ctrainer_spec\x18\x02"
        b" \x01(\x0b\x32\x1a.sentencepiece.TrainerSpec\x12\x36\n\x0fnormalizer_spec\x18\x03"
        b" \x01(\x0b\x32\x1d.sentencepiece.NormalizerSpec\x12\x33\n\x0eself_test_data\x18\x04"
        b" \x01(\x0b\x32\x1b.sentencepiece.SelfTestData\x12\x38\n\x11\x64\x65normalizer_spec\x18\x05"
        b" \x01(\x0b\x32\x1d.sentencepiece.NormalizerSpec\x1a\xd2\x01\n\rSentencePiece\x12\r\n\x05piece\x18\x01"
        b" \x01(\t\x12\r\n\x05score\x18\x02 \x01(\x02\x12\x42\n\x04type\x18\x03"
        b' \x01(\x0e\x32,.sentencepiece.ModelProto.SentencePiece.Type:\x06NORMAL"T\n\x04Type\x12\n\n\x06NORMAL\x10\x01\x12\x0b\n\x07UNKNOWN\x10\x02\x12\x0b\n\x07\x43ONTROL\x10\x03\x12\x10\n\x0cUSER_DEFINED\x10\x04\x12\x08\n\x04\x42YTE\x10\x06\x12\n\n\x06UNUSED\x10\x05*\t\x08\xc8\x01\x10\x80\x80\x80\x80\x02*\t\x08\xc8\x01\x10\x80\x80\x80\x80\x02\x42\x02H\x03'
    ),
)


_TRAINERSPEC_MODELTYPE = _descriptor.EnumDescriptor(
    name="ModelType",
    full_name="sentencepiece.TrainerSpec.ModelType",
    filename=None,
    file=DESCRIPTOR,
    create_key=_descriptor._internal_create_key,
    values=[
        _descriptor.EnumValueDescriptor(
            name="UNIGRAM",
            index=0,
            number=1,
            serialized_options=None,
            type=None,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.EnumValueDescriptor(
            name="BPE",
            index=1,
            number=2,
            serialized_options=None,
            type=None,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.EnumValueDescriptor(
            name="WORD",
            index=2,
            number=3,
            serialized_options=None,
            type=None,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.EnumValueDescriptor(
            name="CHAR",
            index=3,
            number=4,
            serialized_options=None,
            type=None,
            create_key=_descriptor._internal_create_key,
        ),
    ],
    containing_type=None,
    serialized_options=None,
    serialized_start=1294,
    serialized_end=1347,
)
_sym_db.RegisterEnumDescriptor(_TRAINERSPEC_MODELTYPE)

_MODELPROTO_SENTENCEPIECE_TYPE = _descriptor.EnumDescriptor(
    name="Type",
    full_name="sentencepiece.ModelProto.SentencePiece.Type",
    filename=None,
    file=DESCRIPTOR,
    create_key=_descriptor._internal_create_key,
    values=[
        _descriptor.EnumValueDescriptor(
            name="NORMAL",
            index=0,
            number=1,
            serialized_options=None,
            type=None,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.EnumValueDescriptor(
            name="UNKNOWN",
            index=1,
            number=2,
            serialized_options=None,
            type=None,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.EnumValueDescriptor(
            name="CONTROL",
            index=2,
            number=3,
            serialized_options=None,
            type=None,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.EnumValueDescriptor(
            name="USER_DEFINED",
            index=3,
            number=4,
            serialized_options=None,
            type=None,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.EnumValueDescriptor(
            name="BYTE",
            index=4,
            number=6,
            serialized_options=None,
            type=None,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.EnumValueDescriptor(
            name="UNUSED",
            index=5,
            number=5,
            serialized_options=None,
            type=None,
            create_key=_descriptor._internal_create_key,
        ),
    ],
    containing_type=None,
    serialized_options=None,
    serialized_start=2100,
    serialized_end=2184,
)
_sym_db.RegisterEnumDescriptor(_MODELPROTO_SENTENCEPIECE_TYPE)


_TRAINERSPEC = _descriptor.Descriptor(
    name="TrainerSpec",
    full_name="sentencepiece.TrainerSpec",
    filename=None,
    file=DESCRIPTOR,
    containing_type=None,
    create_key=_descriptor._internal_create_key,
    fields=[
        _descriptor.FieldDescriptor(
            name="input",
            full_name="sentencepiece.TrainerSpec.input",
            index=0,
            number=1,
            type=9,
            cpp_type=9,
            label=3,
            has_default_value=False,
            default_value=[],
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="input_format",
            full_name="sentencepiece.TrainerSpec.input_format",
            index=1,
            number=7,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=False,
            default_value=b"".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="model_prefix",
            full_name="sentencepiece.TrainerSpec.model_prefix",
            index=2,
            number=2,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=False,
            default_value=b"".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="model_type",
            full_name="sentencepiece.TrainerSpec.model_type",
            index=3,
            number=3,
            type=14,
            cpp_type=8,
            label=1,
            has_default_value=True,
            default_value=1,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="vocab_size",
            full_name="sentencepiece.TrainerSpec.vocab_size",
            index=4,
            number=4,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=8000,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="accept_language",
            full_name="sentencepiece.TrainerSpec.accept_language",
            index=5,
            number=5,
            type=9,
            cpp_type=9,
            label=3,
            has_default_value=False,
            default_value=[],
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="self_test_sample_size",
            full_name="sentencepiece.TrainerSpec.self_test_sample_size",
            index=6,
            number=6,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=0,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="character_coverage",
            full_name="sentencepiece.TrainerSpec.character_coverage",
            index=7,
            number=10,
            type=2,
            cpp_type=6,
            label=1,
            has_default_value=True,
            default_value=float(0.9995),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="input_sentence_size",
            full_name="sentencepiece.TrainerSpec.input_sentence_size",
            index=8,
            number=11,
            type=4,
            cpp_type=4,
            label=1,
            has_default_value=True,
            default_value=0,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="shuffle_input_sentence",
            full_name="sentencepiece.TrainerSpec.shuffle_input_sentence",
            index=9,
            number=19,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=True,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="mining_sentence_size",
            full_name="sentencepiece.TrainerSpec.mining_sentence_size",
            index=10,
            number=12,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=False,
            default_value=0,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=b"\030\001",
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="training_sentence_size",
            full_name="sentencepiece.TrainerSpec.training_sentence_size",
            index=11,
            number=13,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=False,
            default_value=0,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=b"\030\001",
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="seed_sentencepiece_size",
            full_name="sentencepiece.TrainerSpec.seed_sentencepiece_size",
            index=12,
            number=14,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=1000000,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="shrinking_factor",
            full_name="sentencepiece.TrainerSpec.shrinking_factor",
            index=13,
            number=15,
            type=2,
            cpp_type=6,
            label=1,
            has_default_value=True,
            default_value=float(0.75),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="max_sentence_length",
            full_name="sentencepiece.TrainerSpec.max_sentence_length",
            index=14,
            number=18,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=4192,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="num_threads",
            full_name="sentencepiece.TrainerSpec.num_threads",
            index=15,
            number=16,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=16,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="num_sub_iterations",
            full_name="sentencepiece.TrainerSpec.num_sub_iterations",
            index=16,
            number=17,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=2,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="max_sentencepiece_length",
            full_name="sentencepiece.TrainerSpec.max_sentencepiece_length",
            index=17,
            number=20,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=16,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="split_by_unicode_script",
            full_name="sentencepiece.TrainerSpec.split_by_unicode_script",
            index=18,
            number=21,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=True,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="split_by_number",
            full_name="sentencepiece.TrainerSpec.split_by_number",
            index=19,
            number=23,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=True,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="split_by_whitespace",
            full_name="sentencepiece.TrainerSpec.split_by_whitespace",
            index=20,
            number=22,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=True,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="treat_whitespace_as_suffix",
            full_name="sentencepiece.TrainerSpec.treat_whitespace_as_suffix",
            index=21,
            number=24,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=False,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="split_digits",
            full_name="sentencepiece.TrainerSpec.split_digits",
            index=22,
            number=25,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=False,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="control_symbols",
            full_name="sentencepiece.TrainerSpec.control_symbols",
            index=23,
            number=30,
            type=9,
            cpp_type=9,
            label=3,
            has_default_value=False,
            default_value=[],
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="user_defined_symbols",
            full_name="sentencepiece.TrainerSpec.user_defined_symbols",
            index=24,
            number=31,
            type=9,
            cpp_type=9,
            label=3,
            has_default_value=False,
            default_value=[],
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="required_chars",
            full_name="sentencepiece.TrainerSpec.required_chars",
            index=25,
            number=36,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=False,
            default_value=b"".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="byte_fallback",
            full_name="sentencepiece.TrainerSpec.byte_fallback",
            index=26,
            number=35,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=False,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="vocabulary_output_piece_score",
            full_name="sentencepiece.TrainerSpec.vocabulary_output_piece_score",
            index=27,
            number=32,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=True,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="hard_vocab_limit",
            full_name="sentencepiece.TrainerSpec.hard_vocab_limit",
            index=28,
            number=33,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=True,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="use_all_vocab",
            full_name="sentencepiece.TrainerSpec.use_all_vocab",
            index=29,
            number=34,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=False,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="unk_id",
            full_name="sentencepiece.TrainerSpec.unk_id",
            index=30,
            number=40,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=0,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="bos_id",
            full_name="sentencepiece.TrainerSpec.bos_id",
            index=31,
            number=41,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=1,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="eos_id",
            full_name="sentencepiece.TrainerSpec.eos_id",
            index=32,
            number=42,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=2,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="pad_id",
            full_name="sentencepiece.TrainerSpec.pad_id",
            index=33,
            number=43,
            type=5,
            cpp_type=1,
            label=1,
            has_default_value=True,
            default_value=-1,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="unk_piece",
            full_name="sentencepiece.TrainerSpec.unk_piece",
            index=34,
            number=45,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=True,
            default_value=b"<unk>".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="bos_piece",
            full_name="sentencepiece.TrainerSpec.bos_piece",
            index=35,
            number=46,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=True,
            default_value=b"<s>".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="eos_piece",
            full_name="sentencepiece.TrainerSpec.eos_piece",
            index=36,
            number=47,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=True,
            default_value=b"</s>".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="pad_piece",
            full_name="sentencepiece.TrainerSpec.pad_piece",
            index=37,
            number=48,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=True,
            default_value=b"<pad>".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="unk_surface",
            full_name="sentencepiece.TrainerSpec.unk_surface",
            index=38,
            number=44,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=True,
            default_value=b" \342\201\207 ".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="train_extremely_large_corpus",
            full_name="sentencepiece.TrainerSpec.train_extremely_large_corpus",
            index=39,
            number=49,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=False,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
    ],
    extensions=[],
    nested_types=[],
    enum_types=[
        _TRAINERSPEC_MODELTYPE,
    ],
    serialized_options=None,
    is_extendable=True,
    syntax="proto2",
    extension_ranges=[
        (200, 536870912),
    ],
    oneofs=[],
    serialized_start=45,
    serialized_end=1358,
)


_NORMALIZERSPEC = _descriptor.Descriptor(
    name="NormalizerSpec",
    full_name="sentencepiece.NormalizerSpec",
    filename=None,
    file=DESCRIPTOR,
    containing_type=None,
    create_key=_descriptor._internal_create_key,
    fields=[
        _descriptor.FieldDescriptor(
            name="name",
            full_name="sentencepiece.NormalizerSpec.name",
            index=0,
            number=1,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=False,
            default_value=b"".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="precompiled_charsmap",
            full_name="sentencepiece.NormalizerSpec.precompiled_charsmap",
            index=1,
            number=2,
            type=12,
            cpp_type=9,
            label=1,
            has_default_value=False,
            default_value=b"",
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="add_dummy_prefix",
            full_name="sentencepiece.NormalizerSpec.add_dummy_prefix",
            index=2,
            number=3,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=True,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="remove_extra_whitespaces",
            full_name="sentencepiece.NormalizerSpec.remove_extra_whitespaces",
            index=3,
            number=4,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=True,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="escape_whitespaces",
            full_name="sentencepiece.NormalizerSpec.escape_whitespaces",
            index=4,
            number=5,
            type=8,
            cpp_type=7,
            label=1,
            has_default_value=True,
            default_value=True,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="normalization_rule_tsv",
            full_name="sentencepiece.NormalizerSpec.normalization_rule_tsv",
            index=5,
            number=6,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=False,
            default_value=b"".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
    ],
    extensions=[],
    nested_types=[],
    enum_types=[],
    serialized_options=None,
    is_extendable=True,
    syntax="proto2",
    extension_ranges=[
        (200, 536870912),
    ],
    oneofs=[],
    serialized_start=1361,
    serialized_end=1570,
)


_SELFTESTDATA_SAMPLE = _descriptor.Descriptor(
    name="Sample",
    full_name="sentencepiece.SelfTestData.Sample",
    filename=None,
    file=DESCRIPTOR,
    containing_type=None,
    create_key=_descriptor._internal_create_key,
    fields=[
        _descriptor.FieldDescriptor(
            name="input",
            full_name="sentencepiece.SelfTestData.Sample.input",
            index=0,
            number=1,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=False,
            default_value=b"".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="expected",
            full_name="sentencepiece.SelfTestData.Sample.expected",
            index=1,
            number=2,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=False,
            default_value=b"".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
    ],
    extensions=[],
    nested_types=[],
    enum_types=[],
    serialized_options=None,
    is_extendable=False,
    syntax="proto2",
    extension_ranges=[],
    oneofs=[],
    serialized_start=1641,
    serialized_end=1682,
)

_SELFTESTDATA = _descriptor.Descriptor(
    name="SelfTestData",
    full_name="sentencepiece.SelfTestData",
    filename=None,
    file=DESCRIPTOR,
    containing_type=None,
    create_key=_descriptor._internal_create_key,
    fields=[
        _descriptor.FieldDescriptor(
            name="samples",
            full_name="sentencepiece.SelfTestData.samples",
            index=0,
            number=1,
            type=11,
            cpp_type=10,
            label=3,
            has_default_value=False,
            default_value=[],
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
    ],
    extensions=[],
    nested_types=[
        _SELFTESTDATA_SAMPLE,
    ],
    enum_types=[],
    serialized_options=None,
    is_extendable=True,
    syntax="proto2",
    extension_ranges=[
        (200, 536870912),
    ],
    oneofs=[],
    serialized_start=1572,
    serialized_end=1693,
)


_MODELPROTO_SENTENCEPIECE = _descriptor.Descriptor(
    name="SentencePiece",
    full_name="sentencepiece.ModelProto.SentencePiece",
    filename=None,
    file=DESCRIPTOR,
    containing_type=None,
    create_key=_descriptor._internal_create_key,
    fields=[
        _descriptor.FieldDescriptor(
            name="piece",
            full_name="sentencepiece.ModelProto.SentencePiece.piece",
            index=0,
            number=1,
            type=9,
            cpp_type=9,
            label=1,
            has_default_value=False,
            default_value=b"".decode("utf-8"),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="score",
            full_name="sentencepiece.ModelProto.SentencePiece.score",
            index=1,
            number=2,
            type=2,
            cpp_type=6,
            label=1,
            has_default_value=False,
            default_value=float(0),
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="type",
            full_name="sentencepiece.ModelProto.SentencePiece.type",
            index=2,
            number=3,
            type=14,
            cpp_type=8,
            label=1,
            has_default_value=True,
            default_value=1,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
    ],
    extensions=[],
    nested_types=[],
    enum_types=[
        _MODELPROTO_SENTENCEPIECE_TYPE,
    ],
    serialized_options=None,
    is_extendable=True,
    syntax="proto2",
    extension_ranges=[
        (200, 536870912),
    ],
    oneofs=[],
    serialized_start=1985,
    serialized_end=2195,
)

_MODELPROTO = _descriptor.Descriptor(
    name="ModelProto",
    full_name="sentencepiece.ModelProto",
    filename=None,
    file=DESCRIPTOR,
    containing_type=None,
    create_key=_descriptor._internal_create_key,
    fields=[
        _descriptor.FieldDescriptor(
            name="pieces",
            full_name="sentencepiece.ModelProto.pieces",
            index=0,
            number=1,
            type=11,
            cpp_type=10,
            label=3,
            has_default_value=False,
            default_value=[],
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="trainer_spec",
            full_name="sentencepiece.ModelProto.trainer_spec",
            index=1,
            number=2,
            type=11,
            cpp_type=10,
            label=1,
            has_default_value=False,
            default_value=None,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="normalizer_spec",
            full_name="sentencepiece.ModelProto.normalizer_spec",
            index=2,
            number=3,
            type=11,
            cpp_type=10,
            label=1,
            has_default_value=False,
            default_value=None,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="self_test_data",
            full_name="sentencepiece.ModelProto.self_test_data",
            index=3,
            number=4,
            type=11,
            cpp_type=10,
            label=1,
            has_default_value=False,
            default_value=None,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
        _descriptor.FieldDescriptor(
            name="denormalizer_spec",
            full_name="sentencepiece.ModelProto.denormalizer_spec",
            index=4,
            number=5,
            type=11,
            cpp_type=10,
            label=1,
            has_default_value=False,
            default_value=None,
            message_type=None,
            enum_type=None,
            containing_type=None,
            is_extension=False,
            extension_scope=None,
            serialized_options=None,
            file=DESCRIPTOR,
            create_key=_descriptor._internal_create_key,
        ),
    ],
    extensions=[],
    nested_types=[
        _MODELPROTO_SENTENCEPIECE,
    ],
    enum_types=[],
    serialized_options=None,
    is_extendable=True,
    syntax="proto2",
    extension_ranges=[
        (200, 536870912),
    ],
    oneofs=[],
    serialized_start=1696,
    serialized_end=2206,
)

_TRAINERSPEC.fields_by_name["model_type"].enum_type = _TRAINERSPEC_MODELTYPE
_TRAINERSPEC_MODELTYPE.containing_type = _TRAINERSPEC
_SELFTESTDATA_SAMPLE.containing_type = _SELFTESTDATA
_SELFTESTDATA.fields_by_name["samples"].message_type = _SELFTESTDATA_SAMPLE
_MODELPROTO_SENTENCEPIECE.fields_by_name["type"].enum_type = _MODELPROTO_SENTENCEPIECE_TYPE
_MODELPROTO_SENTENCEPIECE.containing_type = _MODELPROTO
_MODELPROTO_SENTENCEPIECE_TYPE.containing_type = _MODELPROTO_SENTENCEPIECE
_MODELPROTO.fields_by_name["pieces"].message_type = _MODELPROTO_SENTENCEPIECE
_MODELPROTO.fields_by_name["trainer_spec"].message_type = _TRAINERSPEC
_MODELPROTO.fields_by_name["normalizer_spec"].message_type = _NORMALIZERSPEC
_MODELPROTO.fields_by_name["self_test_data"].message_type = _SELFTESTDATA
_MODELPROTO.fields_by_name["denormalizer_spec"].message_type = _NORMALIZERSPEC
DESCRIPTOR.message_types_by_name["TrainerSpec"] = _TRAINERSPEC
DESCRIPTOR.message_types_by_name["NormalizerSpec"] = _NORMALIZERSPEC
DESCRIPTOR.message_types_by_name["SelfTestData"] = _SELFTESTDATA
DESCRIPTOR.message_types_by_name["ModelProto"] = _MODELPROTO
_sym_db.RegisterFileDescriptor(DESCRIPTOR)

TrainerSpec = _reflection.GeneratedProtocolMessageType(
    "TrainerSpec",
    (_message.Message,),
    {
        "DESCRIPTOR": _TRAINERSPEC,
        "__module__": "sentencepiece_model_pb2"
        # @@protoc_insertion_point(class_scope:sentencepiece.TrainerSpec)
    },
)
_sym_db.RegisterMessage(TrainerSpec)

NormalizerSpec = _reflection.GeneratedProtocolMessageType(
    "NormalizerSpec",
    (_message.Message,),
    {
        "DESCRIPTOR": _NORMALIZERSPEC,
        "__module__": "sentencepiece_model_pb2"
        # @@protoc_insertion_point(class_scope:sentencepiece.NormalizerSpec)
    },
)
_sym_db.RegisterMessage(NormalizerSpec)

SelfTestData = _reflection.GeneratedProtocolMessageType(
    "SelfTestData",
    (_message.Message,),
    {
        "Sample": _reflection.GeneratedProtocolMessageType(
            "Sample",
            (_message.Message,),
            {
                "DESCRIPTOR": _SELFTESTDATA_SAMPLE,
                "__module__": "sentencepiece_model_pb2"
                # @@protoc_insertion_point(class_scope:sentencepiece.SelfTestData.Sample)
            },
        ),
        "DESCRIPTOR": _SELFTESTDATA,
        "__module__": "sentencepiece_model_pb2"
        # @@protoc_insertion_point(class_scope:sentencepiece.SelfTestData)
    },
)
_sym_db.RegisterMessage(SelfTestData)
_sym_db.RegisterMessage(SelfTestData.Sample)

ModelProto = _reflection.GeneratedProtocolMessageType(
    "ModelProto",
    (_message.Message,),
    {
        "SentencePiece": _reflection.GeneratedProtocolMessageType(
            "SentencePiece",
            (_message.Message,),
            {
                "DESCRIPTOR": _MODELPROTO_SENTENCEPIECE,
                "__module__": "sentencepiece_model_pb2"
                # @@protoc_insertion_point(class_scope:sentencepiece.ModelProto.SentencePiece)
            },
        ),
        "DESCRIPTOR": _MODELPROTO,
        "__module__": "sentencepiece_model_pb2"
        # @@protoc_insertion_point(class_scope:sentencepiece.ModelProto)
    },
)
_sym_db.RegisterMessage(ModelProto)
_sym_db.RegisterMessage(ModelProto.SentencePiece)


DESCRIPTOR._options = None
_TRAINERSPEC.fields_by_name["mining_sentence_size"]._options = None
_TRAINERSPEC.fields_by_name["training_sentence_size"]._options = None
# @@protoc_insertion_point(module_scope)