Update files from the datasets library (from 1.2.0)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.2.0

.gitattributes

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+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
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+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+annotations_creators:
+- found
+language_creators:
+- found
+languages:
+- ar
+- bg
+- cs
+- de
+- el
+- en
+- es
+- fa
+- fr
+- he
+- hu
+- it
+- nl
+- pl
+- pt
+- ro
+- ru
+- sl
+- tr
+- vi
+
+licenses:
+- unknown
+multilinguality:
+- multilingual
+size_categories:
+- 10K<n<100K
+source_datasets:
+- original
+task_categories:
+- conditional-text-generation
+task_ids:
+- machine-translation
+---
+
+# Dataset Card Creation Guide
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-instances)
+  - [Data Splits](#data-instances)
+- [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)
+
+## Dataset Description
+
+- **Homepage:** http://opus.nlpl.eu/Wikipedia.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
+
+
+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/Wikipedia.php
+E.g.
+
+`dataset = load_dataset("wikipedia", lang1="it", lang2="pl")`
+
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+### Languages
+
+[More Information Needed]
+
+## Dataset Structure
+
+### Data Instances
+
+[More Information Needed]
+
+### Data Fields
+
+[More Information Needed]
+
+### Data Splits
+
+[More Information Needed]
+
+## 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
+
+[More Information Needed]
+
+### Citation Information
+
+@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}
+ }

dataset_infos.json

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+{"ar-en": {"description": "This is a corpus of parallel sentences extracted from Wikipedia by Krzysztof Wo\u0142k and Krzysztof Marasek. Please cite the following publication if you use the data: Krzysztof Wo\u0142k and Krzysztof Marasek: Building Subject-aligned Comparable Corpora and Mining it for Truly Parallel Sentence Pairs., Procedia Technology, 18, Elsevier, p.126-132, 2014\n20 languages, 36 bitexts\ntotal number of files: 114\ntotal number of tokens: 610.13M\ntotal number of sentence fragments: 25.90M\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/Wikipedia.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["ar", "en"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "opus_wikipedia", "config_name": "ar-en", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 45207715, "num_examples": 151136, "dataset_name": "opus_wikipedia"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-Wikipedia/v1.0/moses/ar-en.txt.zip": {"num_bytes": 16097997, "checksum": "6cae36918d61b77db5015db59fbd7d0425f148a620e44d1a6d54e821dfe41a08"}}, "download_size": 16097997, "post_processing_size": null, "dataset_size": 45207715, "size_in_bytes": 61305712}, "ar-pl": {"description": "This is a corpus of parallel sentences extracted from Wikipedia by Krzysztof Wo\u0142k and Krzysztof Marasek. Please cite the following publication if you use the data: Krzysztof Wo\u0142k and Krzysztof Marasek: Building Subject-aligned Comparable Corpora and Mining it for Truly Parallel Sentence Pairs., Procedia Technology, 18, Elsevier, p.126-132, 2014\n20 languages, 36 bitexts\ntotal number of files: 114\ntotal number of tokens: 610.13M\ntotal number of sentence fragments: 25.90M\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/Wikipedia.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["ar", "pl"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "opus_wikipedia", "config_name": "ar-pl", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 304851676, "num_examples": 823715, "dataset_name": "opus_wikipedia"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-Wikipedia/v1.0/moses/ar-pl.txt.zip": {"num_bytes": 104585718, "checksum": "4e52cfe2fe1bc4561249091afadd2079b65d739b0ac254a9db0f1e3a3ce9d396"}}, "download_size": 104585718, "post_processing_size": null, "dataset_size": 304851676, "size_in_bytes": 409437394}, "en-sl": {"description": "This is a corpus of parallel sentences extracted from Wikipedia by Krzysztof Wo\u0142k and Krzysztof Marasek. Please cite the following publication if you use the data: Krzysztof Wo\u0142k and Krzysztof Marasek: Building Subject-aligned Comparable Corpora and Mining it for Truly Parallel Sentence Pairs., Procedia Technology, 18, Elsevier, p.126-132, 2014\n20 languages, 36 bitexts\ntotal number of files: 114\ntotal number of tokens: 610.13M\ntotal number of sentence fragments: 25.90M\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/Wikipedia.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["en", "sl"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "opus_wikipedia", "config_name": "en-sl", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 30479739, "num_examples": 140124, "dataset_name": "opus_wikipedia"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-Wikipedia/v1.0/moses/en-sl.txt.zip": {"num_bytes": 11727538, "checksum": "050c79504fb8e49f32e0ab2625dfbe777ed5f7d430e0f154aaafa230dc71350e"}}, "download_size": 11727538, "post_processing_size": null, "dataset_size": 30479739, "size_in_bytes": 42207277}, "en-ru": {"description": "This is a corpus of parallel sentences extracted from Wikipedia by Krzysztof Wo\u0142k and Krzysztof Marasek. Please cite the following publication if you use the data: Krzysztof Wo\u0142k and Krzysztof Marasek: Building Subject-aligned Comparable Corpora and Mining it for Truly Parallel Sentence Pairs., Procedia Technology, 18, Elsevier, p.126-132, 2014\n20 languages, 36 bitexts\ntotal number of files: 114\ntotal number of tokens: 610.13M\ntotal number of sentence fragments: 25.90M\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/Wikipedia.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["en", "ru"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "opus_wikipedia", "config_name": "en-ru", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 167649057, "num_examples": 572717, "dataset_name": "opus_wikipedia"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-Wikipedia/v1.0/moses/en-ru.txt.zip": {"num_bytes": 57356138, "checksum": "7c863f5038ff572738ecab2bc5a4ecef08eb5d27cba6cc54a671a596098fc689"}}, "download_size": 57356138, "post_processing_size": null, "dataset_size": 167649057, "size_in_bytes": 225005195}, "en-vi": {"description": "This is a corpus of parallel sentences extracted from Wikipedia by Krzysztof Wo\u0142k and Krzysztof Marasek. Please cite the following publication if you use the data: Krzysztof Wo\u0142k and Krzysztof Marasek: Building Subject-aligned Comparable Corpora and Mining it for Truly Parallel Sentence Pairs., Procedia Technology, 18, Elsevier, p.126-132, 2014\n20 languages, 36 bitexts\ntotal number of files: 114\ntotal number of tokens: 610.13M\ntotal number of sentence fragments: 25.90M\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/Wikipedia.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["en", "vi"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "opus_wikipedia", "config_name": "en-vi", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 7571598, "num_examples": 58116, "dataset_name": "opus_wikipedia"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-Wikipedia/v1.0/moses/en-vi.txt.zip": {"num_bytes": 2422413, "checksum": "4214b9b17a3b6780ebacfdcd9d7ad256d03e61bbe43c786228f740c7c7a4a1e1"}}, "download_size": 2422413, "post_processing_size": null, "dataset_size": 7571598, "size_in_bytes": 9994011}}

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opus_wikipedia.py

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+# 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 = """\
+This is a corpus of parallel sentences extracted from Wikipedia by Krzysztof Wołk and Krzysztof Marasek. Please cite the following publication if you use the data: Krzysztof Wołk and Krzysztof Marasek: Building Subject-aligned Comparable Corpora and Mining it for Truly Parallel Sentence Pairs., Procedia Technology, 18, Elsevier, p.126-132, 2014
+20 languages, 36 bitexts
+total number of files: 114
+total number of tokens: 610.13M
+total number of sentence fragments: 25.90M
+"""
+_HOMEPAGE_URL = "http://opus.nlpl.eu/Wikipedia.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 = "Wikipedia.{}.{}"
+_BASE_URL = "https://object.pouta.csc.fi/OPUS-Wikipedia/v1.0/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 = [
+    ("ar", "en"),
+    ("ar", "pl"),
+    ("en", "sl"),
+    ("en", "ru"),
+    ("en", "vi"),
+]
+
+
+class WikipediaConfig(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 OpusWikipedia(datasets.GeneratorBasedBuilder):
+    BUILDER_CONFIGS = [
+        WikipediaConfig(
+            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 = WikipediaConfig
+
+    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