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  1. un_ga.py +0 -154
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- # coding=utf-8
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- # Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
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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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- """United nations general assembly resolutions: A six-language parallel corpus"""
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-
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-
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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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- _CITATION = """\
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- @inproceedings{title = "United Nations General Assembly Resolutions: a six-language parallel corpus",
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- abstract = "In this paper we describe a six-ways parallel public-domain corpus consisting of 2100 United Nations General Assembly Resolutions with translations in the six official languages of the United Nations, with an average of around 3 million tokens per language. The corpus is available in a preprocessed, formatting-normalized TMX format with paragraphs aligned across multiple languages. We describe the background to the corpus and its content, the process of its construction, and some of its interesting properties.",
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- author = "Alexandre Rafalovitch and Robert Dale",
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- year = "2009",
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- language = "English",
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- booktitle = "MT Summit XII proceedings",
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- publisher = "International Association of Machine Translation",
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- }"""
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-
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- _HOMEPAGE = "http://opus.nlpl.eu/UN.php"
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-
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-
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- _LICENSE = ""
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-
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- _VALID_LANGUAGE_PAIRS = {
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- ("ar", "en"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/ar-en.txt.zip",
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- ("ar", "es"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/ar-es.txt.zip",
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- ("ar", "fr"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/ar-fr.txt.zip",
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- ("ar", "ru"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/ar-ru.txt.zip",
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- ("ar", "zh"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/ar-zh.txt.zip",
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- ("en", "es"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/en-es.txt.zip",
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- ("en", "fr"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/en-fr.txt.zip",
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- ("en", "ru"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/en-ru.txt.zip",
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- ("en", "zh"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/en-zh.txt.zip",
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- ("es", "fr"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/es-fr.txt.zip",
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- ("es", "ru"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/es-ru.txt.zip",
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- ("es", "zh"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/es-zh.txt.zip",
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- ("fr", "ru"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/fr-ru.txt.zip",
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- ("fr", "zh"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/fr-zh.txt.zip",
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- ("ru", "zh"): "http://opus.nlpl.eu/download.php?f=UN/v20090831/moses/ru-zh.txt.zip",
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- }
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-
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- _VERSION = "2.0.0"
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-
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- _DESCRIPTION = """\
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- United nations general assembly resolutions: A six-language parallel corpus.
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- This is a collection of translated documents from the United Nations originally compiled into a translation memory by Alexandre Rafalovitch, Robert Dale (see http://uncorpora.org).
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- 6 languages, 15 bitexts
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- total number of files: 6
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- total number of tokens: 18.87M
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- total number of sentence fragments: 0.44M
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- """
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-
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- _BASE_NAME = "UN.{}-{}.{}"
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-
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-
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- class UnGaConfig(datasets.BuilderConfig):
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- """BuilderConfig for United nations general assembly resolutions: A six-language parallel corpus"""
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-
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- def __init__(self, language_pair=(None, None), **kwargs):
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- """BuilderConfig for United nations general assembly resolutions: A six-language parallel corpus.
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- The first language in `language_pair` should consist of two strings joined by
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- an underscore (e.g. "en-tr").
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- Args:
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- language_pair: pair of languages that will be used for translation.
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- **kwargs: keyword arguments forwarded to super.
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- """
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- name = "%s_to_%s" % (language_pair[0], language_pair[1])
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-
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- description = ("Translation dataset from %s to %s or %s to %s.") % (
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- language_pair[0],
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- language_pair[1],
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- language_pair[1],
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- language_pair[0],
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- )
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- super(UnGaConfig, self).__init__(
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- name=name, description=description, version=datasets.Version(_VERSION, ""), **kwargs
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- )
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-
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- # Validate language pair.
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- assert language_pair in _VALID_LANGUAGE_PAIRS, (
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- "Config language pair (%s, " "%s) not supported"
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- ) % language_pair
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-
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- self.language_pair = language_pair
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-
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-
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- class UnGa(datasets.GeneratorBasedBuilder):
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-
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- BUILDER_CONFIGS = [
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- UnGaConfig(
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- language_pair=pair,
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- )
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- for pair in _VALID_LANGUAGE_PAIRS.keys()
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- ]
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-
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- BUILDER_CONFIG_CLASS = UnGaConfig
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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=tuple(self.config.language_pair)),
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- },
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- ),
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- supervised_keys=None,
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- homepage=_HOMEPAGE,
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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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- download_url = _VALID_LANGUAGE_PAIRS.get(tuple(self.config.language_pair))
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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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- lang1, lang2 = self.config.language_pair
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- lang1_file = _BASE_NAME.format(lang1, lang2, lang1)
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- lang2_file = _BASE_NAME.format(lang1, lang2, lang2)
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- lang1_path = os.path.join(datapath, lang1_file)
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- lang2_path = os.path.join(datapath, lang2_file)
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-
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- with open(lang1_path, encoding="utf-8") as f1, open(lang2_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": {lang1: x, lang2: y},
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- },
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- )
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- yield result