From 1025a9b74291b8256357476e554e252658217e11 Mon Sep 17 00:00:00 2001 From: SaulLu <55560583+SaulLu@users.noreply.github.com> Date: Mon, 11 Apr 2022 11:06:10 +0200 Subject: [PATCH] add a warning in `SpmConverter` for sentencepiece's model using the byte fallback feature (#16629) * update proto sentencepiece model * Revert "update proto sentencepiece model" This reverts commit b07f671747fec35773d0b3d4788b8b15aefa0229. * add check * add test * Revert "Revert "update proto sentencepiece model"" This reverts commit 46108257b8927b73627ec8f4f3eed53a95fc700d. * test for log level * test for log level 2 * warning at the warning level * clean * format * add explanation in docstring --- src/transformers/convert_slow_tokenizer.py | 9 + .../utils/sentencepiece_model_pb2.py | 599 +++++++++++++----- ...test_sentencepiece_with_bytefallback.model | Bin 0 -> 270096 bytes tests/utils/test_convert_slow_tokenizer.py | 36 ++ 4 files changed, 486 insertions(+), 158 deletions(-) create mode 100644 tests/fixtures/test_sentencepiece_with_bytefallback.model create mode 100644 tests/utils/test_convert_slow_tokenizer.py diff --git a/src/transformers/convert_slow_tokenizer.py b/src/transformers/convert_slow_tokenizer.py index 3428299b467..188c1705c94 100644 --- a/src/transformers/convert_slow_tokenizer.py +++ b/src/transformers/convert_slow_tokenizer.py @@ -19,6 +19,7 @@ All the conversions are grouped here to gather SentencePiece dependencies outsid allow to make our dependency on SentencePiece optional. """ +import warnings from typing import Dict, List, Tuple from tokenizers import Regex, Tokenizer, decoders, normalizers, pre_tokenizers, processors @@ -429,6 +430,14 @@ class SpmConverter(Converter): m.ParseFromString(f.read()) self.proto = m + if self.proto.trainer_spec.byte_fallback: + warnings.warn( + "The sentencepiece tokenizer that you are converting to a fast tokenizer uses the byte fallback option" + " which is not implemented in the fast tokenizers. In practice this means that the fast version of the" + " tokenizer can produce unknown tokens whereas the sentencepiece version would have converted these " + "unknown tokens into a sequence of byte tokens matching the original piece of text." + ) + def vocab(self, proto): return [(piece.piece, piece.score) for piece in proto.pieces] diff --git a/src/transformers/utils/sentencepiece_model_pb2.py b/src/transformers/utils/sentencepiece_model_pb2.py index 7c9ee5ede95..5d52b365caa 100644 --- a/src/transformers/utils/sentencepiece_model_pb2.py +++ b/src/transformers/utils/sentencepiece_model_pb2.py @@ -2,7 +2,7 @@ # Generated by the protocol buffer compiler. DO NOT EDIT! # source: sentencepiece_model.proto -# Copyright 2020 The HuggingFace Team. All rights reserved. +# 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. @@ -15,13 +15,7 @@ # 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. - -import sys - - -_b = sys.version_info[0] < 3 and (lambda x: x) or (lambda x: x.encode("latin1")) from google.protobuf import descriptor as _descriptor -from google.protobuf import descriptor_pb2 from google.protobuf import message as _message from google.protobuf import reflection as _reflection from google.protobuf import symbol_database as _symbol_database @@ -36,11 +30,10 @@ DESCRIPTOR = _descriptor.FileDescriptor( name="sentencepiece_model.proto", package="sentencepiece", syntax="proto2", - serialized_pb=_b( - '\n\x19sentencepiece_model.proto\x12\rsentencepiece"\xf4\x08\n\x0bTrainerSpec\x12\r\n\x05input\x18\x01 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_TRAINERSPEC_MODELTYPE = _descriptor.EnumDescriptor( full_name="sentencepiece.TrainerSpec.ModelType", filename=None, file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, values=[ - _descriptor.EnumValueDescriptor(name="UNIGRAM", index=0, number=1, options=None, type=None), - _descriptor.EnumValueDescriptor(name="BPE", index=1, number=2, options=None, type=None), - _descriptor.EnumValueDescriptor(name="WORD", index=2, number=3, options=None, type=None), - _descriptor.EnumValueDescriptor(name="CHAR", index=3, number=4, options=None, type=None), + _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, - options=None, - serialized_start=1121, - serialized_end=1174, + serialized_options=None, + serialized_start=1294, + serialized_end=1347, ) _sym_db.RegisterEnumDescriptor(_TRAINERSPEC_MODELTYPE) @@ -66,17 +88,61 @@ _MODELPROTO_SENTENCEPIECE_TYPE = _descriptor.EnumDescriptor( 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, options=None, type=None), - _descriptor.EnumValueDescriptor(name="UNKNOWN", index=1, number=2, options=None, type=None), - _descriptor.EnumValueDescriptor(name="CONTROL", index=2, number=3, options=None, type=None), - _descriptor.EnumValueDescriptor(name="USER_DEFINED", index=3, number=4, options=None, type=None), - _descriptor.EnumValueDescriptor(name="UNUSED", index=4, number=5, options=None, type=None), + _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, - options=None, - serialized_start=1869, - serialized_end=1943, + serialized_options=None, + serialized_start=2100, + serialized_end=2184, ) _sym_db.RegisterEnumDescriptor(_MODELPROTO_SENTENCEPIECE_TYPE) @@ -87,6 +153,7 @@ _TRAINERSPEC = _descriptor.Descriptor( filename=None, file=DESCRIPTOR, containing_type=None, + create_key=_descriptor._internal_create_key, fields=[ _descriptor.FieldDescriptor( name="input", @@ -103,7 +170,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="input_format", @@ -114,13 +183,15 @@ _TRAINERSPEC = _descriptor.Descriptor( cpp_type=9, label=1, has_default_value=False, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="model_prefix", @@ -131,13 +202,15 @@ _TRAINERSPEC = _descriptor.Descriptor( cpp_type=9, label=1, has_default_value=False, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="model_type", @@ -154,7 +227,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="vocab_size", @@ -171,7 +246,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="accept_language", @@ -188,7 +265,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="self_test_sample_size", @@ -205,7 +284,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="character_coverage", @@ -222,15 +303,17 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=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=5, - cpp_type=1, + type=4, + cpp_type=4, label=1, has_default_value=True, default_value=0, @@ -239,7 +322,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="shuffle_input_sentence", @@ -256,7 +341,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="mining_sentence_size", @@ -273,7 +360,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b("\030\001")), + serialized_options=b"\030\001", + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="training_sentence_size", @@ -290,7 +379,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=_descriptor._ParseOptions(descriptor_pb2.FieldOptions(), _b("\030\001")), + serialized_options=b"\030\001", + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="seed_sentencepiece_size", @@ -307,7 +398,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="shrinking_factor", @@ -324,7 +417,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="max_sentence_length", @@ -341,7 +436,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="num_threads", @@ -358,7 +455,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="num_sub_iterations", @@ -375,7 +474,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="max_sentencepiece_length", @@ -392,7 +493,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="split_by_unicode_script", @@ -409,7 +512,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="split_by_number", @@ -426,7 +531,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="split_by_whitespace", @@ -443,7 +550,9 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="treat_whitespace_as_suffix", @@ -460,12 +569,33 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=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=22, + index=23, number=30, type=9, cpp_type=9, @@ -477,12 +607,14 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=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=23, + index=24, number=31, type=9, cpp_type=9, @@ -494,12 +626,71 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=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=24, + index=28, number=33, type=8, cpp_type=7, @@ -511,12 +702,14 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=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=25, + index=29, number=34, type=8, cpp_type=7, @@ -528,12 +721,14 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="unk_id", full_name="sentencepiece.TrainerSpec.unk_id", - index=26, + index=30, number=40, type=5, cpp_type=1, @@ -545,12 +740,14 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="bos_id", full_name="sentencepiece.TrainerSpec.bos_id", - index=27, + index=31, number=41, type=5, cpp_type=1, @@ -562,12 +759,14 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="eos_id", full_name="sentencepiece.TrainerSpec.eos_id", - index=28, + index=32, number=42, type=5, cpp_type=1, @@ -579,12 +778,14 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="pad_id", full_name="sentencepiece.TrainerSpec.pad_id", - index=29, + index=33, number=43, type=5, cpp_type=1, @@ -596,92 +797,123 @@ _TRAINERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="unk_piece", full_name="sentencepiece.TrainerSpec.unk_piece", - index=30, + index=34, number=45, type=9, cpp_type=9, label=1, has_default_value=True, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="bos_piece", full_name="sentencepiece.TrainerSpec.bos_piece", - index=31, + index=35, number=46, type=9, cpp_type=9, label=1, has_default_value=True, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="eos_piece", full_name="sentencepiece.TrainerSpec.eos_piece", - index=32, + index=36, number=47, type=9, cpp_type=9, label=1, has_default_value=True, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="pad_piece", full_name="sentencepiece.TrainerSpec.pad_piece", - index=33, + index=37, number=48, type=9, cpp_type=9, label=1, has_default_value=True, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="unk_surface", full_name="sentencepiece.TrainerSpec.unk_surface", - index=34, + index=38, number=44, type=9, cpp_type=9, label=1, has_default_value=True, - default_value=_b(" \342\201\207 ").decode("utf-8"), + default_value=b" \342\201\207 ".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=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=[], @@ -689,7 +921,7 @@ _TRAINERSPEC = _descriptor.Descriptor( enum_types=[ _TRAINERSPEC_MODELTYPE, ], - options=None, + serialized_options=None, is_extendable=True, syntax="proto2", extension_ranges=[ @@ -697,7 +929,7 @@ _TRAINERSPEC = _descriptor.Descriptor( ], oneofs=[], serialized_start=45, - serialized_end=1185, + serialized_end=1358, ) @@ -707,6 +939,7 @@ _NORMALIZERSPEC = _descriptor.Descriptor( filename=None, file=DESCRIPTOR, containing_type=None, + create_key=_descriptor._internal_create_key, fields=[ _descriptor.FieldDescriptor( name="name", @@ -717,13 +950,15 @@ _NORMALIZERSPEC = _descriptor.Descriptor( cpp_type=9, label=1, has_default_value=False, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="precompiled_charsmap", @@ -734,13 +969,15 @@ _NORMALIZERSPEC = _descriptor.Descriptor( cpp_type=9, label=1, has_default_value=False, - default_value=_b(""), + default_value=b"", message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="add_dummy_prefix", @@ -757,7 +994,9 @@ _NORMALIZERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="remove_extra_whitespaces", @@ -774,7 +1013,9 @@ _NORMALIZERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="escape_whitespaces", @@ -791,7 +1032,9 @@ _NORMALIZERSPEC = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="normalization_rule_tsv", @@ -802,27 +1045,29 @@ _NORMALIZERSPEC = _descriptor.Descriptor( cpp_type=9, label=1, has_default_value=False, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), ], extensions=[], nested_types=[], enum_types=[], - options=None, + serialized_options=None, is_extendable=True, syntax="proto2", extension_ranges=[ (200, 536870912), ], oneofs=[], - serialized_start=1188, - serialized_end=1397, + serialized_start=1361, + serialized_end=1570, ) @@ -832,6 +1077,7 @@ _SELFTESTDATA_SAMPLE = _descriptor.Descriptor( filename=None, file=DESCRIPTOR, containing_type=None, + create_key=_descriptor._internal_create_key, fields=[ _descriptor.FieldDescriptor( name="input", @@ -842,13 +1088,15 @@ _SELFTESTDATA_SAMPLE = _descriptor.Descriptor( cpp_type=9, label=1, has_default_value=False, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="expected", @@ -859,25 +1107,27 @@ _SELFTESTDATA_SAMPLE = _descriptor.Descriptor( cpp_type=9, label=1, has_default_value=False, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), ], extensions=[], nested_types=[], enum_types=[], - options=None, + serialized_options=None, is_extendable=False, syntax="proto2", extension_ranges=[], oneofs=[], - serialized_start=1468, - serialized_end=1509, + serialized_start=1641, + serialized_end=1682, ) _SELFTESTDATA = _descriptor.Descriptor( @@ -886,6 +1136,7 @@ _SELFTESTDATA = _descriptor.Descriptor( filename=None, file=DESCRIPTOR, containing_type=None, + create_key=_descriptor._internal_create_key, fields=[ _descriptor.FieldDescriptor( name="samples", @@ -902,7 +1153,9 @@ _SELFTESTDATA = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), ], extensions=[], @@ -910,15 +1163,15 @@ _SELFTESTDATA = _descriptor.Descriptor( _SELFTESTDATA_SAMPLE, ], enum_types=[], - options=None, + serialized_options=None, is_extendable=True, syntax="proto2", extension_ranges=[ (200, 536870912), ], oneofs=[], - serialized_start=1399, - serialized_end=1520, + serialized_start=1572, + serialized_end=1693, ) @@ -928,6 +1181,7 @@ _MODELPROTO_SENTENCEPIECE = _descriptor.Descriptor( filename=None, file=DESCRIPTOR, containing_type=None, + create_key=_descriptor._internal_create_key, fields=[ _descriptor.FieldDescriptor( name="piece", @@ -938,13 +1192,15 @@ _MODELPROTO_SENTENCEPIECE = _descriptor.Descriptor( cpp_type=9, label=1, has_default_value=False, - default_value=_b("").decode("utf-8"), + default_value=b"".decode("utf-8"), message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="score", @@ -961,7 +1217,9 @@ _MODELPROTO_SENTENCEPIECE = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="type", @@ -978,7 +1236,9 @@ _MODELPROTO_SENTENCEPIECE = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), ], extensions=[], @@ -986,15 +1246,15 @@ _MODELPROTO_SENTENCEPIECE = _descriptor.Descriptor( enum_types=[ _MODELPROTO_SENTENCEPIECE_TYPE, ], - options=None, + serialized_options=None, is_extendable=True, syntax="proto2", extension_ranges=[ (200, 536870912), ], oneofs=[], - serialized_start=1754, - serialized_end=1954, + serialized_start=1985, + serialized_end=2195, ) _MODELPROTO = _descriptor.Descriptor( @@ -1003,6 +1263,7 @@ _MODELPROTO = _descriptor.Descriptor( filename=None, file=DESCRIPTOR, containing_type=None, + create_key=_descriptor._internal_create_key, fields=[ _descriptor.FieldDescriptor( name="pieces", @@ -1019,7 +1280,9 @@ _MODELPROTO = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="trainer_spec", @@ -1036,7 +1299,9 @@ _MODELPROTO = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="normalizer_spec", @@ -1053,7 +1318,9 @@ _MODELPROTO = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=None, + serialized_options=None, + file=DESCRIPTOR, + create_key=_descriptor._internal_create_key, ), _descriptor.FieldDescriptor( name="self_test_data", @@ -1070,7 +1337,28 @@ _MODELPROTO = _descriptor.Descriptor( containing_type=None, is_extension=False, extension_scope=None, - options=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=[], @@ -1078,15 +1366,15 @@ _MODELPROTO = _descriptor.Descriptor( _MODELPROTO_SENTENCEPIECE, ], enum_types=[], - options=None, + serialized_options=None, is_extendable=True, syntax="proto2", extension_ranges=[ (200, 536870912), ], oneofs=[], - serialized_start=1523, - serialized_end=1965, + serialized_start=1696, + serialized_end=2206, ) _TRAINERSPEC.fields_by_name["model_type"].enum_type = _TRAINERSPEC_MODELTYPE @@ -1100,50 +1388,52 @@ _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,), - dict( - DESCRIPTOR=_TRAINERSPEC, - __module__="sentencepiece_model_pb2" + { + "DESCRIPTOR": _TRAINERSPEC, + "__module__": "sentencepiece_model_pb2" # @@protoc_insertion_point(class_scope:sentencepiece.TrainerSpec) - ), + }, ) _sym_db.RegisterMessage(TrainerSpec) NormalizerSpec = _reflection.GeneratedProtocolMessageType( "NormalizerSpec", (_message.Message,), - dict( - DESCRIPTOR=_NORMALIZERSPEC, - __module__="sentencepiece_model_pb2" + { + "DESCRIPTOR": _NORMALIZERSPEC, + "__module__": "sentencepiece_model_pb2" # @@protoc_insertion_point(class_scope:sentencepiece.NormalizerSpec) - ), + }, ) _sym_db.RegisterMessage(NormalizerSpec) SelfTestData = _reflection.GeneratedProtocolMessageType( "SelfTestData", (_message.Message,), - dict( - Sample=_reflection.GeneratedProtocolMessageType( + { + "Sample": _reflection.GeneratedProtocolMessageType( "Sample", (_message.Message,), - dict( - DESCRIPTOR=_SELFTESTDATA_SAMPLE, - __module__="sentencepiece_model_pb2" + { + "DESCRIPTOR": _SELFTESTDATA_SAMPLE, + "__module__": "sentencepiece_model_pb2" # @@protoc_insertion_point(class_scope:sentencepiece.SelfTestData.Sample) - ), + }, ), - DESCRIPTOR=_SELFTESTDATA, - __module__="sentencepiece_model_pb2" + "DESCRIPTOR": _SELFTESTDATA, + "__module__": "sentencepiece_model_pb2" # @@protoc_insertion_point(class_scope:sentencepiece.SelfTestData) - ), + }, ) _sym_db.RegisterMessage(SelfTestData) _sym_db.RegisterMessage(SelfTestData.Sample) @@ -1151,33 +1441,26 @@ _sym_db.RegisterMessage(SelfTestData.Sample) ModelProto = _reflection.GeneratedProtocolMessageType( "ModelProto", (_message.Message,), - dict( - SentencePiece=_reflection.GeneratedProtocolMessageType( + { + "SentencePiece": _reflection.GeneratedProtocolMessageType( "SentencePiece", (_message.Message,), - dict( - DESCRIPTOR=_MODELPROTO_SENTENCEPIECE, - __module__="sentencepiece_model_pb2" + { + "DESCRIPTOR": _MODELPROTO_SENTENCEPIECE, + "__module__": "sentencepiece_model_pb2" # @@protoc_insertion_point(class_scope:sentencepiece.ModelProto.SentencePiece) - ), + }, ), - DESCRIPTOR=_MODELPROTO, - __module__="sentencepiece_model_pb2" + "DESCRIPTOR": _MODELPROTO, + "__module__": "sentencepiece_model_pb2" # @@protoc_insertion_point(class_scope:sentencepiece.ModelProto) - ), + }, ) _sym_db.RegisterMessage(ModelProto) _sym_db.RegisterMessage(ModelProto.SentencePiece) -DESCRIPTOR.has_options = True -DESCRIPTOR._options = _descriptor._ParseOptions(descriptor_pb2.FileOptions(), _b("H\003")) -_TRAINERSPEC.fields_by_name["mining_sentence_size"].has_options = True -_TRAINERSPEC.fields_by_name["mining_sentence_size"]._options = _descriptor._ParseOptions( - descriptor_pb2.FieldOptions(), _b("\030\001") -) -_TRAINERSPEC.fields_by_name["training_sentence_size"].has_options = True -_TRAINERSPEC.fields_by_name["training_sentence_size"]._options = _descriptor._ParseOptions( - descriptor_pb2.FieldOptions(), _b("\030\001") -) +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) diff --git a/tests/fixtures/test_sentencepiece_with_bytefallback.model b/tests/fixtures/test_sentencepiece_with_bytefallback.model new file mode 100644 index 0000000000000000000000000000000000000000..e2d35bb520294ca7f1d6ec4d94456d60d1a80ebe GIT binary patch literal 270096 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