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- # coding=utf-8
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- # Copyright 2020 HuggingFace Datasets Authors.
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- #
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- # Licensed under the Apache License, Version 2.0 (the "License");
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- # you may not use this file except in compliance with the License.
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- # You may obtain a copy of the License at
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- #
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- # http://www.apache.org/licenses/LICENSE-2.0
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- #
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- # Unless required by applicable law or agreed to in writing, software
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- # distributed under the License is distributed on an "AS IS" BASIS,
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- # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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- # See the License for the specific language governing permissions and
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- # limitations under the License.
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-
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- # Lint as: python3
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- import os
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-
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- import datasets
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-
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-
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- _DESCRIPTION = """\
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- A parallel corpus of News Commentaries provided by WMT for training SMT. The source is taken from CASMACAT: http://www.casmacat.eu/corpus/news-commentary.html
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-
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- 12 languages, 63 bitexts
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- total number of files: 61,928
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- total number of tokens: 49.66M
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- total number of sentence fragments: 1.93M
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- """
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- _HOMEPAGE_URL = "https://opus.nlpl.eu/News-Commentary/corpus/version/News-Commentary"
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- _CITATION = """\
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- @inproceedings{tiedemann-2012-parallel,
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- title = "Parallel Data, Tools and Interfaces in {OPUS}",
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- author = {Tiedemann, J{\\"o}rg},
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- editor = "Calzolari, Nicoletta and
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- Choukri, Khalid and
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- Declerck, Thierry and
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- Do{\\u{g}}an, Mehmet U{\\u{g}}ur and
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- Maegaard, Bente and
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- Mariani, Joseph and
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- Moreno, Asuncion and
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- Odijk, Jan and
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- Piperidis, Stelios",
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- booktitle = "Proceedings of the Eighth International Conference on Language Resources and Evaluation ({LREC}'12)",
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- month = may,
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- year = "2012",
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- address = "Istanbul, Turkey",
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- publisher = "European Language Resources Association (ELRA)",
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- url = "http://www.lrec-conf.org/proceedings/lrec2012/pdf/463_Paper.pdf",
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- pages = "2214--2218",
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- }
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- """
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-
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- _VERSION = "11.0.0"
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- _BASE_NAME = "News-Commentary.{}.{}"
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- _BASE_URL = "https://object.pouta.csc.fi/OPUS-News-Commentary/v11/moses/{}-{}.txt.zip"
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-
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- _LANGUAGE_PAIRS = [
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- ("ar", "cs"),
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- ("ar", "de"),
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- ("cs", "de"),
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- ("ar", "en"),
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- ("cs", "en"),
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- ("de", "en"),
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- ("ar", "es"),
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- ("cs", "es"),
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- ("de", "es"),
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- ("en", "es"),
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- ("ar", "fr"),
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- ("cs", "fr"),
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- ("de", "fr"),
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- ("en", "fr"),
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- ("es", "fr"),
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- ("ar", "it"),
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- ("cs", "it"),
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- ("de", "it"),
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- ("en", "it"),
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- ("es", "it"),
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- ("fr", "it"),
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- ("ar", "ja"),
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- ("cs", "ja"),
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- ("de", "ja"),
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- ("en", "ja"),
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- ("es", "ja"),
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- ("fr", "ja"),
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- ("ar", "nl"),
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- ("cs", "nl"),
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- ("de", "nl"),
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- ("en", "nl"),
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- ("es", "nl"),
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- ("fr", "nl"),
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- ("it", "nl"),
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- ("ar", "pt"),
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- ("cs", "pt"),
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- ("de", "pt"),
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- ("en", "pt"),
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- ("es", "pt"),
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- ("fr", "pt"),
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- ("it", "pt"),
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- ("nl", "pt"),
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- ("ar", "ru"),
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- ("cs", "ru"),
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- ("de", "ru"),
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- ("en", "ru"),
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- ("es", "ru"),
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- ("fr", "ru"),
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- ("it", "ru"),
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- ("ja", "ru"),
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- ("nl", "ru"),
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- ("pt", "ru"),
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- ("ar", "zh"),
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- ("cs", "zh"),
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- ("de", "zh"),
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- ("en", "zh"),
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- ("es", "zh"),
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- ("fr", "zh"),
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- ("it", "zh"),
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- ("ja", "zh"),
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- ("nl", "zh"),
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- ("pt", "zh"),
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- ("ru", "zh"),
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- ]
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-
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-
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- class NewsCommentaryConfig(datasets.BuilderConfig):
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- def __init__(self, *args, lang1=None, lang2=None, **kwargs):
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- super().__init__(
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- *args,
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- name=f"{lang1}-{lang2}",
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- **kwargs,
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- )
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- self.lang1 = lang1
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- self.lang2 = lang2
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-
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-
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- class NewsCommentary(datasets.GeneratorBasedBuilder):
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- BUILDER_CONFIGS = [
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- NewsCommentaryConfig(
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- lang1=lang1,
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- lang2=lang2,
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- description=f"Translating {lang1} to {lang2} or vice versa",
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- version=datasets.Version(_VERSION),
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- )
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- for lang1, lang2 in _LANGUAGE_PAIRS
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- ]
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- BUILDER_CONFIG_CLASS = NewsCommentaryConfig
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-
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- def _info(self):
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- return datasets.DatasetInfo(
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- description=_DESCRIPTION,
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- features=datasets.Features(
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- {
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- "id": datasets.Value("string"),
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- "translation": datasets.Translation(languages=(self.config.lang1, self.config.lang2)),
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- },
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- ),
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- supervised_keys=None,
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- homepage=_HOMEPAGE_URL,
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- citation=_CITATION,
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- )
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-
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- def _split_generators(self, dl_manager):
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- def _base_url(lang1, lang2):
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- return _BASE_URL.format(lang1, lang2)
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-
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- download_url = _base_url(self.config.lang1, self.config.lang2)
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- path = dl_manager.download_and_extract(download_url)
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- return [
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- datasets.SplitGenerator(
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- name=datasets.Split.TRAIN,
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- gen_kwargs={"datapath": path},
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- )
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- ]
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-
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- def _generate_examples(self, datapath):
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- l1, l2 = self.config.lang1, self.config.lang2
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- folder = l1 + "-" + l2
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- l1_file = _BASE_NAME.format(folder, l1)
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- l2_file = _BASE_NAME.format(folder, l2)
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- l1_path = os.path.join(datapath, l1_file)
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- l2_path = os.path.join(datapath, l2_file)
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- with open(l1_path, encoding="utf-8") as f1, open(l2_path, encoding="utf-8") as f2:
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- for sentence_counter, (x, y) in enumerate(zip(f1, f2)):
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- x = x.strip()
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- y = y.strip()
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- result = (
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- sentence_counter,
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- {
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- "id": str(sentence_counter),
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- "translation": {l1: x, l2: y},
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- },
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- )
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- yield result