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HanLP
plugins/hanlp_demo/hanlp_demo/zh/demo_pos_dict.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-12-15 22:26 import hanlp from hanlp.components.mtl.multi_task_learning import MultiTaskLearning from hanlp.components.mtl.tasks.pos import TransformerTagging from hanlp.components.mtl.tasks.tok.tag_tok import TaggingTokenization from tests import cdroot cdroot() Han...
26
1,126
HanLP
plugins/hanlp_demo/hanlp_demo/zh/demo_parse_constituency.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2022-01-18 11:09 from hanlp_common.document import Document import hanlp con = hanlp.load(hanlp.pretrained.constituency.CTB9_CON_FULL_TAG_ELECTRA_SMALL) # To speed up, parse multiple sentences at once, and use a GPU. print(con(["2021年", "HanLPv2.1", "带来", "最", "先进", "的",...
49
1,831
HanLP
plugins/hanlp_demo/hanlp_demo/zh/demo_mlm.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2022-01-29 21:11 from hanlp.components.lm.mlm import MaskedLanguageModel mlm = MaskedLanguageModel() mlm.load('bert-base-chinese') print(mlm('生活的真谛是[MASK]。')) # Batching is always faster print(mlm(['生活的真谛是[MASK]。', '巴黎是[MASK][MASK]的首都。']))
12
332
HanLP
plugins/hanlp_demo/hanlp_demo/zh/demo_del_tasks.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2021-02-03 13:28 import hanlp from hanlp.components.mtl.multi_task_learning import MultiTaskLearning from hanlp_common.document import Document HanLP: MultiTaskLearning = hanlp.load(hanlp.pretrained.mtl.OPEN_TOK_POS_NER_SRL_DEP_SDP_CON_ELECTRA_SMALL_ZH) tasks = list(HanL...
21
806
HanLP
plugins/hanlp_demo/hanlp_demo/zh/demo_pipeline.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2021-12-28 20:47 import hanlp # Pipeline allows blending multiple callable functions no matter they are a rule, a TensorFlow component or a PyTorch # one. However, it's slower than the MTL framework. # pos = hanlp.load(hanlp.pretrained.pos.CTB9_POS_ALBERT_BASE) # In cas...
21
1,069
HanLP
plugins/hanlp_demo/hanlp_demo/zh/demo_amr.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2022-04-12 22:19 import hanlp parser = hanlp.load(hanlp.pretrained.amr.MRP2020_AMR_ENG_ZHO_XLM_BASE) # For Chinese: print(parser(["男孩", "希望", "女孩", "相信", "他", "。"])) print(parser(["男孩", "希望", "女孩", "相信", "他", "。"], output_amr=False)) # For English: print(parser(['The',...
17
700
HanLP
plugins/hanlp_demo/hanlp_demo/zh/demo_custom_dict.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-12-15 22:26 import hanlp from hanlp.components.mtl.multi_task_learning import MultiTaskLearning from hanlp.components.mtl.tasks.tok.tag_tok import TaggingTokenization # 加载多任务模型 HanLP: MultiTaskLearning = hanlp.load(hanlp.pretrained.mtl.CLOSE_TOK_POS_NER_SRL_DEP_SDP_...
34
1,730
HanLP
plugins/hanlp_demo/hanlp_demo/zh/demo_ner_dict.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2021-04-29 11:06 import hanlp from hanlp.components.mtl.tasks.ner.tag_ner import TaggingNamedEntityRecognition from hanlp.utils.io_util import get_resource HanLP = hanlp.load(hanlp.pretrained.mtl.CLOSE_TOK_POS_NER_SRL_DEP_SDP_CON_ERNIE_GRAM_ZH) ner: TaggingNamedEntityRec...
22
973
HanLP
plugins/hanlp_demo/hanlp_demo/zh/demo_word2vec.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2021-12-12 18:33 import hanlp import torch word2vec = hanlp.load(hanlp.pretrained.word2vec.CONVSEG_W2V_NEWS_TENSITE_WORD_PKU) vec = word2vec('先进') print(vec) print(torch.nn.functional.cosine_similarity(word2vec('先进'), word2vec('优秀'), dim=0)) print(torch.nn.functional.co...
24
907
HanLP
plugins/hanlp_demo/hanlp_demo/zh/train/finetune_ner.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2023-10-18 18:49 import os import hanlp from hanlp.components.ner.transformer_ner import TransformerNamedEntityRecognizer from tests import cdroot cdroot() your_training_corpus = 'data/ner/finetune/word_to_iobes.tsv' your_development_corpus = your_training_corpus # Us...
49
1,511
HanLP
plugins/hanlp_demo/hanlp_demo/zh/train/open_base.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-12-03 14:24 from hanlp_demo import block_windows from hanlp.common.dataset import SortingSamplerBuilder from hanlp.common.transform import NormalizeCharacter from hanlp.components.mtl.multi_task_learning import MultiTaskLearning from hanlp.components.mtl.tasks.consti...
123
4,639
HanLP
plugins/hanlp_demo/hanlp_demo/zh/train/open_small.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-12-03 14:24 from hanlp_demo import block_windows from hanlp.common.dataset import SortingSamplerBuilder from hanlp.common.transform import NormalizeCharacter from hanlp.components.mtl.multi_task_learning import MultiTaskLearning from hanlp.components.mtl.tasks.consti...
128
4,827
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_classifier.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-01-01 03:52 from hanlp.datasets.classification.sentiment import CHNSENTICORP_ERNIE_TEST import hanlp classifier = hanlp.load('CHNSENTICORP_BERT_BASE_ZH') print(classifier.predict('前台客房服务态度非常好!早餐很丰富,房价很干净。再接再厉!')) # predict a whole file in batch mode outputs = clas...
14
485
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_multiprocess.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-02-15 11:30 import multiprocessing import hanlp tokenizer = hanlp.load(hanlp.pretrained.tok.LARGE_ALBERT_BASE) def worker(job): print(job) print(tokenizer(job)) if __name__ == '__main__': num_proc = 2 # Important! The python multiprocessing packa...
24
888
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_cws.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 21:25 import hanlp tokenizer = hanlp.load(hanlp.pretrained.tok.LARGE_ALBERT_BASE) print(tokenizer('商品和服务')) print(tokenizer(['萨哈夫说,伊拉克将同联合国销毁伊拉克大规模杀伤性武器特别委员会继续保持合作。', '上海华安工业(集团)公司董事长谭旭光和秘书张晚霞来到美国纽约现代艺术博物馆参观。', 'HanLP支援臺灣正體、香港...
41
1,521
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_client.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-01-08 04:43 # pip3 install tensorflow-serving-api-gpu import grpc import tensorflow as tf from tensorflow_core.python.framework import tensor_util from tensorflow_serving.apis import predict_pb2, prediction_service_pb2_grpc import hanlp from hanlp.common.keras_compon...
35
1,272
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_sdp.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-31 23:55 import hanlp semantic_parser = hanlp.load('SEMEVAL16_NEWS_BIAFFINE_ZH') sent = [('蜡烛', 'NN'), ('两', 'CD'), ('头', 'NN'), ('烧', 'VV')] print(semantic_parser(sent))
9
238
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_pos.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 21:25 import hanlp from hanlp.pretrained.pos import CTB9_POS_ALBERT_BASE tagger = hanlp.load(CTB9_POS_ALBERT_BASE) print(tagger.predict(['我', '的', '希望', '是', '希望', '世界', '和平'])) print(tagger.predict([['支持', '批处理', '地', '预测'], ['速度', '更', '快']]))
10
352
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_fasttext.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2021-12-12 18:33 import hanlp import torch # fasttext is a `torch.nn.Module`. Unless you know how to code in # PyTorch, otherwise don't bother to use this. fasttext = hanlp.load(hanlp.pretrained.fasttext.FASTTEXT_WIKI_300_ZH) vec = fasttext('单词') print(vec) print(torch...
16
497
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_ner.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-30 19:52 import hanlp recognizer = hanlp.load(hanlp.pretrained.ner.MSRA_NER_BERT_BASE_ZH) print(recognizer.predict([list('上海华安工业(集团)公司董事长谭旭光和秘书张晚霞来到美国纽约现代艺术博物馆参观。'), list('萨哈夫说,伊拉克将同联合国销毁伊拉克大规模杀伤性武器特别委员会继续保持合作。')]))
9
455
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_pipeline.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-31 03:24 import hanlp tokenizer = hanlp.load('LARGE_ALBERT_BASE') tagger = hanlp.load('CTB9_POS_ALBERT_BASE') syntactic_parser = hanlp.load('CTB7_BIAFFINE_DEP_ZH') semantic_parser = hanlp.load('SEMEVAL16_TEXT_BIAFFINE_ZH') pipeline = hanlp.pipeline() \ .app...
36
1,482
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_serving.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-01-06 20:23 import hanlp from hanlp.common.keras_component import KerasComponent tagger: KerasComponent = hanlp.load(hanlp.pretrained.pos.CTB5_POS_RNN) print(tagger('商品 和 服务'.split())) tagger.serve()
10
264
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_cws_trie.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 21:25 from hanlp_trie.trie import Trie import hanlp tokenizer = hanlp.load('LARGE_ALBERT_BASE') text = 'NLP统计模型没有加规则,聪明人知道自己加。英文、数字、自定义词典统统都是规则。' print(tokenizer(text)) trie = Trie() trie.update({'自定义词典': 'custom_dict', '聪明人': 'smart'}) def split_sents(tex...
47
1,376
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/demo_dep.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 21:25 import hanlp syntactic_parser = hanlp.load(hanlp.pretrained.dep.CTB7_BIAFFINE_DEP_ZH) sent = [('蜡烛', 'NN'), ('两', 'CD'), ('头', 'NN'), ('烧', 'VV')] tree = syntactic_parser(sent) print(tree)
10
265
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ctb7_dep.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 18:33 from hanlp.components.parsers.biaffine_parser_tf import BiaffineDependencyParserTF from hanlp.datasets.parsing.ctb5 import CIP_W2V_100_CN from hanlp.datasets.parsing.ctb7 import CTB7_DEP_TRAIN, CTB7_DEP_DEV, CTB7_DEP_TEST from tests import cdroot cdroot(...
28
1,227
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ptb_dep_biaffine_albert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-03-07 23:48 from hanlp.metrics.parsing import conllx_eval from hanlp.datasets.parsing.ptb import PTB_SD330_DEV, PTB_SD330_TRAIN, PTB_SD330_TEST, PTB_TOKEN_MAPPING from hanlp.components.parsers.biaffine_parser_tf import BiaffineTransformerDependencyParserTF from test...
30
1,091
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_chnsenticorp_bert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-30 21:01 from hanlp.components.classifiers.transformer_classifier_tf import TransformerClassifierTF, TransformerTextTransform from hanlp.datasets.classification.sentiment import CHNSENTICORP_ERNIE_TRAIN, CHNSENTICORP_ERNIE_TEST, \ CHNSENTICORP_ERNIE_DEV from t...
17
816
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ptb_dep_biaffine_bert_positional.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-03-07 23:48 from hanlp.metrics.parsing import conllx_eval from hanlp.datasets.parsing.ptb import PTB_SD330_DEV, PTB_SD330_TRAIN, PTB_SD330_TEST, PTB_TOKEN_MAPPING from hanlp.components.parsers.biaffine_parser_tf import BiaffineTransformerDependencyParserTF from test...
30
1,130
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ctb9_pos_albert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 23:15 from hanlp.components.taggers.transformers.transformer_tagger_tf import TransformerTaggerTF from tests import cdroot cdroot() tagger = TransformerTaggerTF() save_dir = 'data/model/pos/ctb9_albert_base' tagger.fit('data/pos/ctb9/train.tsv', 'da...
22
735
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_semeval15_pas.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-01-01 18:26 from hanlp.components.parsers.biaffine_parser_tf import BiaffineSemanticDependencyParserTF from hanlp.pretrained.glove import GLOVE_6B_100D from tests import cdroot cdroot() save_dir = 'data/model/sdp/semeval15_biaffine_pas' parser = BiaffineSemanticDepe...
28
1,322
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_msra_ner_ngram_conv.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 23:15 from hanlp.components.ner.ner_tf import NgramConvNamedEntityRecognizerTF from hanlp.datasets.ner.msra import MSRA_NER_CHAR_LEVEL_TRAIN, MSRA_NER_CHAR_LEVEL_DEV, MSRA_NER_CHAR_LEVEL_TEST from hanlp.pretrained.word2vec import CONVSEG_W2V_NEWS_TENSITE_CHAR, ...
30
1,401
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_msra_ner_bert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 23:15 from hanlp.components.ner.ner_tf import TransformerNamedEntityRecognizerTF from hanlp.datasets.ner.msra import MSRA_NER_CHAR_LEVEL_TRAIN, MSRA_NER_CHAR_LEVEL_DEV, MSRA_NER_CHAR_LEVEL_TEST from tests import cdroot cdroot() recognizer = TransformerNamedEnt...
17
851
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ptb_dep_sa_albert_topk.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-03-07 23:48 from hanlp.metrics.parsing import conllx_eval from hanlp.datasets.parsing.ptb import PTB_SD330_DEV, PTB_SD330_TRAIN, PTB_SD330_TEST, PTB_TOKEN_MAPPING from hanlp.components.parsers.biaffine_parser_tf import BiaffineTransformerDependencyParserTF, \ St...
35
1,269
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/finetune_msra_ner_albert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 23:15 import hanlp from hanlp.components.ner.ner_tf import TransformerNamedEntityRecognizerTF from hanlp.datasets.ner.msra import MSRA_NER_CHAR_LEVEL_TRAIN, MSRA_NER_CHAR_LEVEL_DEV, MSRA_NER_CHAR_LEVEL_TEST from tests import cdroot cdroot() recognizer = Transf...
18
872
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ctb5_pos_rnn.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 22:46 from hanlp.components.taggers.pos_tf import RNNPartOfSpeechTaggerTF from hanlp.datasets.pos.ctb5 import CTB5_POS_TRAIN, CTB5_POS_DEV, CTB5_POS_TEST from hanlp.pretrained.fasttext import FASTTEXT_WIKI_300_ZH from tests import cdroot cdroot() tagger = RNNP...
16
696
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_msra_ner_rnn.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 23:15 from hanlp.components.ner.ner_tf import RNNNamedEntityRecognizerTF from hanlp.datasets.ner.msra import MSRA_NER_CHAR_LEVEL_TRAIN, MSRA_NER_CHAR_LEVEL_DEV, MSRA_NER_CHAR_LEVEL_TEST from hanlp.pretrained.word2vec import RADICAL_CHAR_EMBEDDING_100 from tests...
17
683
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ptb_dep_biaffine_bert_96.6.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-03-07 23:48 from hanlp.datasets.parsing.ptb import PTB_SD330_DEV, PTB_SD330_TRAIN, PTB_SD330_TEST, PTB_TOKEN_MAPPING from hanlp.components.parsers.biaffine_parser_tf import BiaffineTransformerDependencyParserTF from tests import cdroot from hanlp.metrics.parsing imp...
25
954
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_conll03_ner_bert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-10-25 21:34 from hanlp.components.ner.ner_tf import TransformerNamedEntityRecognizerTF from hanlp.datasets.ner.conll03 import CONLL03_EN_TRAIN, CONLL03_EN_DEV, CONLL03_EN_TEST from tests import cdroot cdroot() tagger = TransformerNamedEntityRecognizerTF() save_dir =...
17
722
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_semeval15_dm.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-01-01 18:26 from hanlp.components.parsers.biaffine_parser_tf import BiaffineSemanticDependencyParserTF from hanlp.pretrained.glove import GLOVE_6B_100D from tests import cdroot cdroot() save_dir = 'data/model/sdp/semeval15_biaffine_dm' parser = BiaffineSemanticDepen...
28
1,329
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ctb5_dep.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 18:33 from hanlp.components.parsers.biaffine_parser_tf import BiaffineDependencyParserTF from hanlp.datasets.parsing.ctb5 import CTB5_DEP_TRAIN, CTB5_DEP_DEV, CTB5_DEP_TEST from hanlp.pretrained.word2vec import CTB5_FASTTEXT_300_CN from tests import cdroot cdr...
28
1,236
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ctb9_pos_electra.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 23:15 from hanlp.components.taggers.transformers.transformer_tagger_tf import TransformerTaggerTF from tests import cdroot cdroot() tagger = TransformerTaggerTF() save_dir = 'data/model/pos/ctb9_electra_small_zh_epoch_20' tagger.fit('data/pos/ctb9/train.tsv', ...
22
749
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_semeval16_text.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-26 23:20 from hanlp.datasets.parsing.semeval16 import SEMEVAL2016_TEXT_TRAIN, SEMEVAL2016_TEXT_DEV, SEMEVAL2016_TEXT_TEST from hanlp.pretrained.word2vec import SEMEVAL16_EMBEDDINGS_300_TEXT_CN from hanlp.utils.tf_util import nice nice() from hanlp.components.pars...
31
1,376
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ptb_dep_sa_pos_bert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-03-07 23:48 from hanlp.metrics.parsing import conllx_eval from hanlp.datasets.parsing.ptb import PTB_SD330_DEV, PTB_SD330_TRAIN, PTB_SD330_TEST, PTB_TOKEN_MAPPING from hanlp.components.parsers.biaffine_parser_tf import BiaffineTransformerDependencyParserTF, \ St...
35
1,341
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_semeval16_news.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-26 23:20 from hanlp.datasets.parsing.semeval16 import SEMEVAL2016_NEWS_TRAIN, SEMEVAL2016_NEWS_DEV, SEMEVAL2016_NEWS_TEST from hanlp.pretrained.word2vec import SEMEVAL16_EMBEDDINGS_300_NEWS_CN from hanlp.utils.tf_util import nice nice() from hanlp.components.pars...
31
1,376
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_semeval15_psd.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2020-01-01 18:26 from hanlp.components.parsers.biaffine_parser_tf import BiaffineSemanticDependencyParserTF from hanlp.pretrained.glove import GLOVE_6B_100D from tests import cdroot cdroot() save_dir = 'data/model/sdp/semeval15_biaffine_psd' parser = BiaffineSemanticDepe...
28
1,322
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_msra_ner_albert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 23:15 from hanlp.components.ner.ner_tf import TransformerNamedEntityRecognizerTF from hanlp.datasets.ner.msra import MSRA_NER_CHAR_LEVEL_TRAIN, MSRA_NER_CHAR_LEVEL_DEV, MSRA_NER_CHAR_LEVEL_TEST from tests import cdroot cdroot() recognizer = TransformerNamedEnt...
19
938
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_msra_ner_electra.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 23:15 from hanlp.components.ner.ner_tf import TransformerNamedEntityRecognizerTF from hanlp.datasets.ner.msra import MSRA_NER_CHAR_LEVEL_TRAIN, MSRA_NER_CHAR_LEVEL_DEV, MSRA_NER_CHAR_LEVEL_TEST from tests import cdroot cdroot() recognizer = TransformerNamedEnt...
19
975
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_ptb_pos_rnn_fasttext.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-10-25 21:34 import tensorflow as tf from hanlp.components.taggers.pos_tf import RNNPartOfSpeechTaggerTF from hanlp.pretrained.fasttext import FASTTEXT_CC_300_EN from tests import cdroot cdroot() tagger = RNNPartOfSpeechTaggerTF() save_dir = 'data/model/pos/ptb_pos...
35
1,181
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/train_conll03_ner_flair.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-10-25 21:34 import tensorflow as tf from hanlp.components.ner.ner_tf import RNNNamedEntityRecognizerTF from hanlp.datasets.ner.conll03 import CONLL03_EN_TRAIN, CONLL03_EN_TEST from hanlp.pretrained.glove import GLOVE_6B_100D from hanlp.pretrained.rnnlm import FLAIR...
52
2,033
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_pku_conv_cws.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-21 15:39 from hanlp.datasets.tokenization.sighan2005 import SIGHAN2005_PKU_TRAIN, SIGHAN2005_PKU_DEV, SIGHAN2005_PKU_TEST from hanlp.pretrained.word2vec import CONVSEG_W2V_NEWS_TENSITE_CHAR from hanlp.utils.tf_util import nice from tests import cdroot import tenso...
36
1,527
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_large_rnn_cws.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-21 15:39 import tensorflow as tf from hanlp.components.tokenizers.tok_tf import RNNTokenizerTF from hanlp.datasets.cws.ctb import CTB6_CWS_TEST, CTB6_CWS_DEV from hanlp.pretrained.word2vec import RADICAL_CHAR_EMBEDDING_100 from tests import cdroot cdroot() toke...
36
1,343
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_ctb6_cws_bert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 22:22 from hanlp.components.tokenizers.tok_tf import TransformerTokenizerTF from hanlp.datasets.tokenization.ctb6 import CTB6_CWS_TRAIN, CTB6_CWS_DEV, CTB6_CWS_TEST from tests import cdroot cdroot() tokenizer = TransformerTokenizerTF() save_dir = 'data/model/...
18
670
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_msr_cws_ngram_conv.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-21 15:39 import tensorflow as tf from hanlp.components.tokenizers.tok_tf import NgramConvTokenizerTF from hanlp.datasets.tokenization.sighan2005.msr import SIGHAN2005_MSR_TRAIN, SIGHAN2005_MSR_DEV, SIGHAN2005_MSR_TEST from hanlp.pretrained.word2vec import CONVSEG...
32
1,336
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_large_bert_cws.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-21 15:39 from hanlp.components.tokenizers.tok_tf import TransformerTokenizerTF from hanlp.datasets.tokenization.ctb6 import CTB6_CWS_DEV, CTB6_CWS_TEST from tests import cdroot cdroot() tokenizer = TransformerTokenizerTF() save_dir = 'data/model/cws_bert_base_100...
17
698
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_large_cws_electra.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 22:22 from hanlp.components.tokenizers.tok_tf import TransformerTokenizerTF from hanlp.datasets.tokenization.ctb6 import CTB6_CWS_DEV, CTB6_CWS_TEST from tests import cdroot cdroot() tokenizer = TransformerTokenizerTF() save_dir = 'data/model/large_corpus_cws_...
20
804
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_msr_cws_ngram_conv_embed.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-21 15:39 import tensorflow as tf from hanlp.components.tokenizers.tok import NgramConvTokenizer from hanlp.datasets.tokenization.sighan2005.msr import SIGHAN2005_MSR_TRAIN, SIGHAN2005_MSR_VALID, SIGHAN2005_MSR_TEST from hanlp.pretrained.word2vec import CONVSEG_W2...
40
1,775
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_large_conv_cws.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-29 21:58 import tensorflow as tf from hanlp.components.tokenizers.tok_tf import NgramConvTokenizerTF from hanlp.datasets.cws.ctb import CTB6_CWS_TRAIN, CTB6_CWS_DEV, CTB6_CWS_TEST from hanlp.pretrained.word2vec import CONVSEG_W2V_NEWS_TENSITE_CHAR from tests imp...
33
1,270
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_ctb6_cws_albert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 22:22 from hanlp.components.tokenizers.tok_tf import TransformerTokenizerTF from hanlp.datasets.tokenization.ctb6 import CTB6_CWS_TRAIN, CTB6_CWS_DEV, CTB6_CWS_TEST from tests import cdroot cdroot() tokenizer = TransformerTokenizerTF() save_dir = 'data/model/...
19
751
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_large_cws_albert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 22:22 from hanlp.components.tokenizers.tok_tf import TransformerTokenizerTF from hanlp.datasets.tokenization.ctb6 import CTB6_CWS_DEV, CTB6_CWS_TEST from tests import cdroot cdroot() tokenizer = TransformerTokenizerTF() save_dir = 'data/model/large_corpus_cws_...
20
801
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_msr_cws_bert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-21 15:39 from hanlp.components.tokenizers.tok_tf import TransformerTokenizerTF from hanlp.datasets.tokenization.sighan2005.msr import SIGHAN2005_MSR_TRAIN, SIGHAN2005_MSR_DEV, SIGHAN2005_MSR_TEST from tests import cdroot cdroot() tokenizer = TransformerTokenizerT...
17
708
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_ctb6_cws_convseg.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 22:22 import tensorflow as tf from hanlp.components.tokenizers.tok_tf import NgramConvTokenizerTF from hanlp.datasets.tokenization.ctb6 import CTB6_CWS_TRAIN, CTB6_CWS_DEV, CTB6_CWS_TEST from hanlp.pretrained.word2vec import CONVSEG_W2V_NEWS_TENSITE_CHAR from ...
32
1,279
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_pku980106_rnn_cws.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-21 15:39 import tensorflow as tf from hanlp.components.tokenizers.tok_tf import RNNTokenizerTF from hanlp.pretrained.word2vec import RADICAL_CHAR_EMBEDDING_100 from tests import cdroot cdroot() tokenizer = RNNTokenizerTF() save_dir = 'data/model/cws/pku_6m_rnn_...
30
1,155
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_msr_cws_albert.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-28 22:22 from hanlp.components.tokenizers.tok import TransformerTokenizer from hanlp.datasets.cws.ctb import CTB6_CWS_TEST from hanlp.datasets.tokenization.sighan2005.msr import SIGHAN2005_MSR_VALID, SIGHAN2005_MSR_TRAIN from tests import cdroot cdroot() tokeniz...
21
806
HanLP
plugins/hanlp_demo/hanlp_demo/zh/tf/train/cws/train_pku980106_conv_cws.py
.py
# -*- coding:utf-8 -*- # Author: hankcs # Date: 2019-12-21 15:39 import tensorflow as tf from hanlp.components.tokenizers.tok_tf import NgramConvTokenizerTF from hanlp.pretrained.word2vec import RADICAL_CHAR_EMBEDDING_100 from tests import cdroot cdroot() tokenizer = NgramConvTokenizerTF() save_dir = 'data/model/cws...
32
1,277
PDFMathTranslate
pdf2zh/doclayout.py
.py
import abc import logging import os import cv2 import numpy as np import ast from babeldoc.assets.assets import get_doclayout_onnx_model_path try: import onnx import onnxruntime except ImportError as e: if "DLL load failed" in str(e): raise OSError( "Microsoft Visual C++ Redistributabl...
224
7,236
PDFMathTranslate
pdf2zh/gui.py
.py
import asyncio import cgi import os import shutil import socket import uuid from asyncio import CancelledError from pathlib import Path import typing as T import gradio as gr import requests import tqdm from gradio_pdf import PDF from string import Template import logging from pdf2zh import __version__ from pdf2zh.hi...
922
28,839
PDFMathTranslate
pdf2zh/pdfinterp.py
.py
import logging from typing import Any, Dict, Optional, Sequence, Tuple, cast import numpy as np from pdfminer import settings from pdfminer.pdfcolor import PREDEFINED_COLORSPACE, PDFColorSpace from pdfminer.pdfdevice import PDFDevice from pdfminer.pdfinterp import ( PDFPageInterpreter, PDFResourceManager, ...
367
14,002
PDFMathTranslate
pdf2zh/__init__.py
.py
import logging log = logging.getLogger(__name__) __version__ = "1.9.11" __author__ = "Byaidu" __all__ = ["translate", "translate_stream"] def __getattr__(name): if name in {"translate", "translate_stream"}: from pdf2zh.high_level import translate, translate_stream return {"translate": translate...
16
441
PDFMathTranslate
pdf2zh/converter.py
.py
import concurrent.futures import logging import re import unicodedata from enum import Enum from string import Template from typing import Dict import numpy as np from pdfminer.converter import PDFConverter from pdfminer.layout import LTChar, LTFigure, LTLine, LTPage from pdfminer.pdffont import PDFCIDFont, PDFUnicode...
535
25,490
PDFMathTranslate
pdf2zh/pdf2zh.py
.py
#!/usr/bin/env python3 """A command line tool for extracting text and images from PDF and output it to plain text, html, xml or tags. """ from __future__ import annotations import argparse import logging import os import sys from string import Template from typing import List, Optional from pdf2zh import __version__...
530
14,956
PDFMathTranslate
pdf2zh/translator.py
.py
import html import json import logging import os import re import unicodedata from copy import copy from string import Template from typing import cast import deepl import ollama import openai import requests import xinference_client from azure.ai.translation.text import TextTranslationClient from azure.core.credential...
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40,392
PDFMathTranslate
pdf2zh/high_level.py
.py
"""Functions that can be used for the most common use-cases for pdf2zh.six""" import asyncio import io import os import re import sys import tempfile import logging from asyncio import CancelledError from pathlib import Path from string import Template from typing import Any, BinaryIO, List, Optional, Dict import num...
436
13,911
PDFMathTranslate
pdf2zh/converter_docx.py
.py
"""Convert doc/docx files to PDF using LibreOffice headless.""" import logging import shutil import subprocess import tempfile from pathlib import Path logger = logging.getLogger(__name__) SUPPORTED_EXTENSIONS = {".doc", ".docx"} def is_convertible(filename: str) -> bool: return Path(filename).suffix.lower() i...
51
1,514
PDFMathTranslate
pdf2zh/config.py
.py
import json from pathlib import Path from threading import RLock # 改成 RLock import os import copy class ConfigManager: _instance = None _lock = RLock() # 用 RLock 替换 Lock,允许在同一个线程中重复获取锁 @classmethod def get_instance(cls): """获取单例实例""" # 先判断是否存在实例,如果不存在再加锁进行初始化 if cls._instanc...
215
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PDFMathTranslate
pdf2zh/mcp_server.py
.py
from mcp.server import Server from mcp.server.fastmcp import FastMCP, Context from mcp.server.sse import SseServerTransport from starlette.applications import Starlette from starlette.requests import Request from starlette.routing import Mount, Route from pdf2zh import translate_stream from pdf2zh.converter_docx import...
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PDFMathTranslate
pdf2zh/cache.py
.py
import logging import os import json from peewee import Model, SqliteDatabase, AutoField, CharField, TextField, SQL from typing import Optional # we don't init the database here db = SqliteDatabase(None) logger = logging.getLogger(__name__) class _TranslationCache(Model): id = AutoField() translate_engine = ...
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PDFMathTranslate
pdf2zh/backend.py
.py
from flask import Flask, request, send_file from celery import Celery, Task from celery.result import AsyncResult from pdf2zh import translate_stream import tqdm import json import io from string import Template from pdf2zh.doclayout import ModelInstance from pdf2zh.config import ConfigManager flask_app = Flask("pdf2z...
101
2,912
PDFMathTranslate
pdf2zh/kernel/legacy.py
.py
"""Fast kernel adapter — wraps existing pdf2zh.high_level.translate().""" from __future__ import annotations import asyncio import logging from pathlib import Path from typing import Any, Optional from pdf2zh.kernel.protocol import TranslateRequest, TranslateResult logger = logging.getLogger(__name__) class Legac...
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PDFMathTranslate
pdf2zh/kernel/v2_bridge.py
.py
"""v2 bridge — convert v1 TranslateRequest to v2 CLI args + env vars. This is the only translation layer between the v1 protocol and the v2 (pdf2zh_next) CLI. v2 handles all its own config parsing, so we just need to produce CLI args and environment variables. """ from __future__ import annotations import dataclass...
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PDFMathTranslate
pdf2zh/kernel/__init__.py
.py
"""Kernel package — hot-pluggable translation kernel registry.""" from pdf2zh.kernel.registry import KernelRegistry from pdf2zh.kernel.legacy import LegacyKernel from pdf2zh.kernel.precise import PreciseKernel # Always register both kernels. # PreciseKernel.is_available() returns False if submodule/venv not set up. K...
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PDFMathTranslate
pdf2zh/kernel/registry.py
.py
"""Thread-safe kernel registry for hot-pluggable kernel switching.""" from __future__ import annotations import threading from typing import TYPE_CHECKING if TYPE_CHECKING: from pdf2zh.kernel.protocol import KernelProtocol class KernelRegistry: _lock = threading.RLock() _active: KernelProtocol | None =...
60
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PDFMathTranslate
pdf2zh/kernel/protocol.py
.py
"""Kernel protocol — unified interface for translation kernels.""" from __future__ import annotations import asyncio from dataclasses import dataclass, field from pathlib import Path from typing import Any, Optional, Protocol, runtime_checkable @dataclass class TranslateRequest: """Unified translation request b...
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PDFMathTranslate
pdf2zh/kernel/v2_worker.py
.py
#!/usr/bin/env python3 """Subprocess worker — runs pdf2zh_next translation in an isolated venv. Protocol: - stdin: JSON array of CLI args (e.g. ["file.pdf", "--lang-out", "zh", "--openai"]) - stdout: JSON result (last line, after all progress events) - stderr: JSON-lines progress events and log output This scr...
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PDFMathTranslate
pdf2zh/kernel/precise.py
.py
"""Precise kernel adapter — runs pdf2zh_next in an isolated subprocess/venv.""" from __future__ import annotations import asyncio import json import logging import os import subprocess import sys from pathlib import Path from typing import Any, Optional from pdf2zh.kernel.v2_bridge import request_to_cli_args, reques...
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PDFMathTranslate
test/test_translator.py
.py
import unittest from textwrap import dedent from unittest import mock from ollama import ResponseError as OllamaResponseError from pdf2zh import cache from pdf2zh.config import ConfigManager from pdf2zh.translator import BaseTranslator, OllamaTranslator, OpenAIlikedTranslator # Since it is necessary to test whether ...
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PDFMathTranslate
test/test_converter.py
.py
import unittest from unittest.mock import Mock, patch, MagicMock from pdfminer.layout import LTPage, LTChar, LTLine from pdfminer.pdfinterp import PDFResourceManager from pdf2zh.converter import PDFConverterEx, TranslateConverter class TestPDFConverterEx(unittest.TestCase): def setUp(self): self.rsrcmgr =...
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PDFMathTranslate
test/test_kernel.py
.py
"""Tests for the kernel abstraction layer.""" import sys import unittest from pathlib import Path from unittest.mock import patch, MagicMock # Ensure the project root is on the path PROJECT_ROOT = Path(__file__).resolve().parent.parent if str(PROJECT_ROOT) not in sys.path: sys.path.insert(0, str(PROJECT_ROOT)) ...
704
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PDFMathTranslate
test/test_doclayout.py
.py
import unittest from unittest.mock import patch, MagicMock import numpy as np from pdf2zh.doclayout import ( OnnxModel, YoloResult, YoloBox, ) class TestOnnxModel(unittest.TestCase): @patch("onnx.load") @patch("onnxruntime.InferenceSession") def setUp(self, mock_inference_session, mock_onnx_lo...
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PDFMathTranslate
test/test_cli.py
.py
import importlib import sys import unittest class TestCliVersion(unittest.TestCase): def tearDown(self): for module_name in [ "pdf2zh", "pdf2zh.pdf2zh", "pdf2zh.high_level", "pdf2zh.doclayout", ]: sys.modules.pop(module_name, None) d...
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PDFMathTranslate
test/test_cache.py
.py
import unittest from pdf2zh import cache class TestCache(unittest.TestCase): def setUp(self): self.test_db = cache.init_test_db() def tearDown(self): # Clean up cache.clean_test_db(self.test_db) def test_basic_set_get(self): """Test basic set and get operations""" ...
212
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jax
build_wheel.py
.py
# Copyright 2025 The JAX Authors. # # 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
130
3,407
jax
setup.py
.py
# Copyright 2018 The JAX Authors. # # 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
152
5,245
jax
conftest.py
.py
# Copyright 2021 The JAX Authors. # # 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
110
4,670
jax
jax_plugins/rocm/rocm_version.py
.py
# Copyright 2026 The JAX Authors. # # 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
53
1,661
jax
jax_plugins/rocm/setup.py
.py
# Copyright 2024 The JAX Authors. # # 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
81
2,573
jax
jax_plugins/rocm/__init__.py
.py
# Copyright 2024 The JAX Authors. # # 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
121
3,988
jax
jax_plugins/rocm/plugin_setup.py
.py
# Copyright 2024 The JAX Authors. # # 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
100
3,332
jax
jax_plugins/cuda/setup.py
.py
# Copyright 2023 The JAX Authors. # # 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
68
2,071
jax
jax_plugins/cuda/__init__.py
.py
# Copyright 2023 The JAX Authors. # # 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
406
14,854
jax
jax_plugins/cuda/plugin_setup.py
.py
# Copyright 2023 The JAX Authors. # # 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
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