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README.md

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----
-annotations_creators:
-- crowdsourced
-- expert-generated
-language_creators:
-- found
-language:
-- ace
-- af
-- ak
-- am
-- an
-- ang
-- ar
-- ary
-- as
-- ast
-- az
-- ba
-- bal
-- be
-- bem
-- ber
-- bg
-- bho
-- bn
-- bo
-- br
-- brx
-- bs
-- bua
-- byn
-- ca
-- ce
-- ceb
-- chr
-- ckb
-- co
-- crh
-- cs
-- csb
-- cv
-- cy
-- da
-- de
-- dsb
-- dv
-- dz
-- el
-- en
-- eo
-- es
-- et
-- eu
-- fa
-- ff
-- fi
-- fil
-- fo
-- fr
-- frm
-- frp
-- fur
-- fy
-- ga
-- gd
-- gl
-- gn
-- grc
-- gu
-- guc
-- gv
-- ha
-- haw
-- he
-- hi
-- hil
-- hne
-- hr
-- hsb
-- ht
-- hu
-- hy
-- ia
-- id
-- ig
-- io
-- is
-- it
-- iu
-- ja
-- jbo
-- jv
-- ka
-- kab
-- kg
-- kk
-- kl
-- km
-- kn
-- ko
-- kok
-- ks
-- ksh
-- ku
-- kw
-- ky
-- la
-- lb
-- lg
-- li
-- lij
-- lld
-- ln
-- lo
-- lt
-- ltg
-- lv
-- mai
-- mg
-- mh
-- mhr
-- mi
-- miq
-- mk
-- ml
-- mn
-- mr
-- ms
-- mt
-- mus
-- my
-- nan
-- nap
-- nb
-- nds
-- ne
-- nhn
-- nl
-- nn
-- 'no'
-- nso
-- ny
-- oc
-- om
-- or
-- os
-- pa
-- pam
-- pap
-- pl
-- pms
-- pmy
-- ps
-- pt
-- qu
-- rm
-- ro
-- rom
-- ru
-- rw
-- sa
-- sc
-- sco
-- sd
-- se
-- shn
-- shs
-- si
-- sk
-- sl
-- sm
-- sml
-- sn
-- so
-- son
-- sq
-- sr
-- st
-- sv
-- sw
-- syr
-- szl
-- ta
-- te
-- tet
-- tg
-- th
-- ti
-- tk
-- tl
-- tlh
-- tr
-- trv
-- ts
-- tt
-- ug
-- uk
-- ur
-- uz
-- ve
-- vec
-- vi
-- wa
-- wae
-- wo
-- xal
-- xh
-- yi
-- yo
-- zh
-- zu
-- zza
-language_bcp47:
-- ar-SY
-- bn-IN
-- de-AT
-- de-DE
-- en-AU
-- en-CA
-- en-GB
-- en-NZ
-- en-US
-- es-AR
-- es-CL
-- es-CO
-- es-CR
-- es-DO
-- es-EC
-- es-ES
-- es-GT
-- es-HN
-- es-MX
-- es-NI
-- es-PA
-- es-PE
-- es-PR
-- es-SV
-- es-UY
-- es-VE
-- fa-AF
-- fr-CA
-- fr-FR
-- nl-NL
-- pt-BR
-- pt-PT
-- ta-LK
-- zh-CN
-- zh-HK
-- zh-TW
-license:
-- bsd-3-clause
-multilinguality:
-- multilingual
-size_categories:
-- 10K<n<100K
-- 1K<n<10K
-- n<1K
-source_datasets:
-- original
-task_categories:
-- translation
-task_ids: []
-paperswithcode_id: null
-pretty_name: Opus Ubuntu
-configs:
-- as-bs
-- az-cs
-- bg-de
-- bn-ga
-- br-es_PR
-- br-hi
-- br-la
-- br-uz
-- br-yi
-- bs-szl
-dataset_info:
-- config_name: as-bs
-  features:
-  - name: id
-    dtype: string
-  - name: translation
-    dtype:
-      translation:
-        languages:
-        - as
-        - bs
-  splits:
-  - name: train
-    num_bytes: 1037811
-    num_examples: 8583
-  download_size: 229723
-  dataset_size: 1037811
-- config_name: az-cs
-  features:
-  - name: id
-    dtype: string
-  - name: translation
-    dtype:
-      translation:
-        languages:
-        - az
-        - cs
-  splits:
-  - name: train
-    num_bytes: 17821
-    num_examples: 293
-  download_size: 9501
-  dataset_size: 17821
-- config_name: bg-de
-  features:
-  - name: id
-    dtype: string
-  - name: translation
-    dtype:
-      translation:
-        languages:
-        - bg
-        - de
-  splits:
-  - name: train
-    num_bytes: 27627
-    num_examples: 184
-  download_size: 9994
-  dataset_size: 27627
-- config_name: br-es_PR
-  features:
-  - name: id
-    dtype: string
-  - name: translation
-    dtype:
-      translation:
-        languages:
-        - br
-        - es_PR
-  splits:
-  - name: train
-    num_bytes: 8875
-    num_examples: 125
-  download_size: 5494
-  dataset_size: 8875
-- config_name: bn-ga
-  features:
-  - name: id
-    dtype: string
-  - name: translation
-    dtype:
-      translation:
-        languages:
-        - bn
-        - ga
-  splits:
-  - name: train
-    num_bytes: 584629
-    num_examples: 7324
-  download_size: 142710
-  dataset_size: 584629
-- config_name: br-hi
-  features:
-  - name: id
-    dtype: string
-  - name: translation
-    dtype:
-      translation:
-        languages:
-        - br
-        - hi
-  splits:
-  - name: train
-    num_bytes: 1300081
-    num_examples: 15551
-  download_size: 325415
-  dataset_size: 1300081
-- config_name: br-la
-  features:
-  - name: id
-    dtype: string
-  - name: translation
-    dtype:
-      translation:
-        languages:
-        - br
-        - la
-  splits:
-  - name: train
-    num_bytes: 29341
-    num_examples: 527
-  download_size: 11565
-  dataset_size: 29341
-- config_name: bs-szl
-  features:
-  - name: id
-    dtype: string
-  - name: translation
-    dtype:
-      translation:
-        languages:
-        - bs
-        - szl
-  splits:
-  - name: train
-    num_bytes: 41116
-    num_examples: 646
-  download_size: 18134
-  dataset_size: 41116
-- config_name: br-uz
-  features:
-  - name: id
-    dtype: string
-  - name: translation
-    dtype:
-      translation:
-        languages:
-        - br
-        - uz
-  splits:
-  - name: train
-    num_bytes: 110278
-    num_examples: 1416
-  download_size: 33595
-  dataset_size: 110278
-- config_name: br-yi
-  features:
-  - name: id
-    dtype: string
-  - name: translation
-    dtype:
-      translation:
-        languages:
-        - br
-        - yi
-  splits:
-  - name: train
-    num_bytes: 172846
-    num_examples: 2799
-  download_size: 41956
-  dataset_size: 172846
----
-
-# Dataset Card for Opus Ubuntu
-
-## Table of Contents
-- [Dataset Description](#dataset-description)
-  - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-  - [Languages](#languages)
-- [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
-  - [Data Fields](#data-fields)
-  - [Data Splits](#data-splits)
-- [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
-  - [Source Data](#source-data)
-  - [Annotations](#annotations)
-  - [Personal and Sensitive Information](#personal-and-sensitive-information)
-- [Considerations for Using the Data](#considerations-for-using-the-data)
-  - [Social Impact of Dataset](#social-impact-of-dataset)
-  - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
-- [Additional Information](#additional-information)
-  - [Dataset Curators](#dataset-curators)
-  - [Licensing Information](#licensing-information)
-  - [Citation Information](#citation-information)
-  - [Contributions](#contributions)
-
-## Dataset Description
-
-- **Homepage:** http://opus.nlpl.eu/Ubuntu.php
-- **Repository:** None
-- **Paper:** http://www.lrec-conf.org/proceedings/lrec2012/pdf/463_Paper.pdf
-- **Leaderboard:** [More Information Needed]
-- **Point of Contact:** [More Information Needed]
-
-### Dataset Summary
-
-These are translations of the Ubuntu software package messages, donated by the Ubuntu community.
-
-To load a language pair which isn't part of the config, all you need to do is specify the language code as pairs.
-You can find the valid pairs in Homepage section of Dataset Description: http://opus.nlpl.eu/Ubuntu.php
-E.g.
-
-`dataset = load_dataset("opus_ubuntu", lang1="it", lang2="pl")`
-
-
-### Supported Tasks and Leaderboards
-
-[More Information Needed]
-
-### Languages
-
-[More Information Needed]
-
-## Dataset Structure
-
-### Data Instances
-
-Example instance:
-
-```
-{
-  'id': '0', 
-  'translation': {
-    'it': 'Comprende Gmail, Google Docs, Google+, YouTube e Picasa',
-    'pl': 'Zawiera Gmail, Google Docs, Google+, YouTube oraz Picasa'
-  }
-}
-```
-
-### Data Fields
-
-Each instance has two fields:
-- **id**: the id of the example
-- **translation**: a dictionary containing translated texts in two languages.
-
-### Data Splits
-
-Each subset simply consists in a train set. We provide the number of examples for certain language pairs:
-
-|          |   train |
-|:---------|--------:|
-| as-bs    |    8583 |
-| az-cs    |     293 |
-| bg-de    |     184 |
-| br-es_PR |     125 |
-| bn-ga    |    7324 |
-| br-hi    |   15551 |
-| br-la    |     527 |
-| bs-szl   |     646 |
-| br-uz    |    1416 |
-| br-yi    |    2799 |
-
-## Dataset Creation
-
-### Curation Rationale
-
-[More Information Needed]
-
-### Source Data
-
-[More Information Needed]
-
-#### Initial Data Collection and Normalization
-
-[More Information Needed]
-
-#### Who are the source language producers?
-
-[More Information Needed]
-
-### Annotations
-
-[More Information Needed]
-
-#### Annotation process
-
-[More Information Needed]
-
-#### Who are the annotators?
-
-[More Information Needed]
-
-### Personal and Sensitive Information
-
-[More Information Needed]
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-[More Information Needed]
-
-### Discussion of Biases
-
-[More Information Needed]
-
-### Other Known Limitations
-
-[More Information Needed]
-
-## Additional Information
-
-### Dataset Curators
-
-[More Information Needed]
-
-### Licensing Information
-
-BSD "Revised" license (see (https://help.launchpad.net/Legal#Translations_copyright)[https://help.launchpad.net/Legal#Translations_copyright])
-
-### Citation Information
-
-```bibtex
-@InProceedings{TIEDEMANN12.463,
-  author = {J{\"o}rg Tiedemann},
-  title = {Parallel Data, Tools and Interfaces in OPUS},
-  booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)},
-  year = {2012},
-  month = {may},
-  date = {23-25},
-  address = {Istanbul, Turkey},
-  editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Ugur Dogan and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis},
-  publisher = {European Language Resources Association (ELRA)},
-  isbn = {978-2-9517408-7-7},
-  language = {english}
- }
-```
-
-### Contributions
-
-Thanks to [@rkc007](https://github.com/rkc007) for adding this dataset.

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dataset_infos.json

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-{"as-bs": {"description": "A parallel corpus of Ubuntu localization files. Source: https://translations.launchpad.net\n244 languages, 23,988 bitexts\ntotal number of files: 30,959\ntotal number of tokens: 29.84M\ntotal number of sentence fragments: 7.73M\n", "citation": "@InProceedings{TIEDEMANN12.463,\n  author = {J\ufffdrg Tiedemann},\n  title = {Parallel Data, Tools and Interfaces in OPUS},\n  booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)},\n  year = {2012},\n  month = {may},\n  date = {23-25},\n  address = {Istanbul, Turkey},\n  editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Ugur Dogan and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis},\n  publisher = {European Language Resources Association (ELRA)},\n  isbn = {978-2-9517408-7-7},\n  language = {english}\n }\n", "homepage": "http://opus.nlpl.eu/Ubuntu.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["as", "bs"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "opus_ubuntu", "config_name": "as-bs", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1037811, "num_examples": 8583, "dataset_name": "opus_ubuntu"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-Ubuntu/v14.10/moses/as-bs.txt.zip": {"num_bytes": 229723, "checksum": "c161c28a947125784b1c0ac5077078a56e884fed2837d31d445eb4af9dafc2d0"}}, "download_size": 229723, "post_processing_size": null, "dataset_size": 1037811, "size_in_bytes": 1267534}, "az-cs": {"description": "A parallel corpus of Ubuntu localization files. 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Source: https://translations.launchpad.net\n244 languages, 23,988 bitexts\ntotal number of files: 30,959\ntotal number of tokens: 29.84M\ntotal number of sentence fragments: 7.73M\n", "citation": "@InProceedings{TIEDEMANN12.463,\n  author = {J\ufffdrg Tiedemann},\n  title = {Parallel Data, Tools and Interfaces in OPUS},\n  booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)},\n  year = {2012},\n  month = {may},\n  date = {23-25},\n  address = {Istanbul, Turkey},\n  editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Ugur Dogan and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis},\n  publisher = {European Language Resources Association (ELRA)},\n  isbn = {978-2-9517408-7-7},\n  language = {english}\n }\n", "homepage": "http://opus.nlpl.eu/Ubuntu.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["br", "hi"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "opus_ubuntu", "config_name": "br-hi", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1300081, "num_examples": 15551, "dataset_name": "opus_ubuntu"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-Ubuntu/v14.10/moses/br-hi.txt.zip": {"num_bytes": 325415, "checksum": "ce9f786a4580eec408c98315c42c1bcce2b6b2ebe5e56a357bc7542ecbc3a21d"}}, "download_size": 325415, "post_processing_size": null, "dataset_size": 1300081, "size_in_bytes": 1625496}, "br-la": {"description": "A parallel corpus of Ubuntu localization files. 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opus_ubuntu.py

@@ -1,132 +0,0 @@
-# coding=utf-8
-# Copyright 2020 HuggingFace Datasets 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
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Lint as: python3
-import os
-
-import datasets
-
-
-_DESCRIPTION = """\
-A parallel corpus of Ubuntu localization files. Source: https://translations.launchpad.net
-244 languages, 23,988 bitexts
-total number of files: 30,959
-total number of tokens: 29.84M
-total number of sentence fragments: 7.73M
-"""
-_HOMEPAGE_URL = "http://opus.nlpl.eu/Ubuntu.php"
-_CITATION = """\
-@InProceedings{TIEDEMANN12.463,
-  author = {J{\"o}rg Tiedemann},
-  title = {Parallel Data, Tools and Interfaces in OPUS},
-  booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)},
-  year = {2012},
-  month = {may},
-  date = {23-25},
-  address = {Istanbul, Turkey},
-  editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Ugur Dogan and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis},
-  publisher = {European Language Resources Association (ELRA)},
-  isbn = {978-2-9517408-7-7},
-  language = {english}
- }
-"""
-
-_VERSION = "1.0.0"
-_BASE_NAME = "Ubuntu.{}.{}"
-_BASE_URL = "https://object.pouta.csc.fi/OPUS-Ubuntu/v14.10/moses/{}-{}.txt.zip"
-# Please note that only few pairs are shown here. You can use config to generate data for all language pairs
-_LANGUAGE_PAIRS = [
-    ("as", "bs"),
-    ("az", "cs"),
-    ("bg", "de"),
-    ("br", "es_PR"),
-    ("bn", "ga"),
-    ("br", "hi"),
-    ("br", "la"),
-    ("bs", "szl"),
-    ("br", "uz"),
-    ("br", "yi"),
-]
-
-
-class UbuntuConfig(datasets.BuilderConfig):
-    def __init__(self, *args, lang1=None, lang2=None, **kwargs):
-        super().__init__(
-            *args,
-            name=f"{lang1}-{lang2}",
-            **kwargs,
-        )
-        self.lang1 = lang1
-        self.lang2 = lang2
-
-
-class OpusUbuntu(datasets.GeneratorBasedBuilder):
-    BUILDER_CONFIGS = [
-        UbuntuConfig(
-            lang1=lang1,
-            lang2=lang2,
-            description=f"Translating {lang1} to {lang2} or vice versa",
-            version=datasets.Version(_VERSION),
-        )
-        for lang1, lang2 in _LANGUAGE_PAIRS
-    ]
-    BUILDER_CONFIG_CLASS = UbuntuConfig
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "id": datasets.Value("string"),
-                    "translation": datasets.Translation(languages=(self.config.lang1, self.config.lang2)),
-                },
-            ),
-            supervised_keys=None,
-            homepage=_HOMEPAGE_URL,
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        def _base_url(lang1, lang2):
-            return _BASE_URL.format(lang1, lang2)
-
-        download_url = _base_url(self.config.lang1, self.config.lang2)
-        path = dl_manager.download_and_extract(download_url)
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={"datapath": path},
-            )
-        ]
-
-    def _generate_examples(self, datapath):
-        l1, l2 = self.config.lang1, self.config.lang2
-        folder = l1 + "-" + l2
-        l1_file = _BASE_NAME.format(folder, l1)
-        l2_file = _BASE_NAME.format(folder, l2)
-        l1_path = os.path.join(datapath, l1_file)
-        l2_path = os.path.join(datapath, l2_file)
-        with open(l1_path, encoding="utf-8") as f1, open(l2_path, encoding="utf-8") as f2:
-            for sentence_counter, (x, y) in enumerate(zip(f1, f2)):
-                x = x.strip()
-                y = y.strip()
-                result = (
-                    sentence_counter,
-                    {
-                        "id": str(sentence_counter),
-                        "translation": {l1: x, l2: y},
-                    },
-                )
-                yield result