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
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.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:
+- af
+- ar
+- as
+- ast
+- be
+- bg
+- bn
+- bn_IN
+- br
+- ca
+- crh
+- cs
+- csb
+- cy
+- da
+- de
+- el
+- en
+- en_GB
+- eo
+- es
+- et
+- eu
+- fa
+- fi
+- fr
+- fy
+- ga
+- gl
+- gu
+- ha
+- he
+- hi
+- hne
+- hr
+- hsb
+- hu
+- hy
+- id
+- is
+- it
+- ja
+- ka
+- kk
+- km
+- kn
+- ko
+- ku
+- lb
+- lt
+- lv
+- mai
+- mk
+- ml
+- mr
+- ms
+- mt
+- nb
+- nds
+- ne
+- nl
+- nn
+- nso
+- oc
+- or
+- pa
+- pl
+- ps
+- pt
+- pt_BR
+- ro
+- ru
+- rw
+- se
+- si
+- sk
+- sl
+- sr
+- sv
+- ta
+- te
+- tg
+- th
+- tr
+- uk
+- uz
+- vi
+- wa
+- xh
+- zh_CN
+- zh_HK
+- zh_TW
+licenses:
+- unknown
+multilinguality:
+- multilingual
+size_categories:
+- 100K<n<1M
+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/KDE4.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/KDE4.php
+E.g.
+
+`dataset = load_dataset("kde4", lang1="en", lang2="nl")`
+
+### 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
+
+[More Information Needed]

dataset_infos.json

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+{"fi-nl": {"description": "A parallel corpus of KDE4 localization files (v.2).\n\n92 languages, 4,099 bitexts\ntotal number of files: 75,535\ntotal number of tokens: 60.75M\ntotal number of sentence fragments: 8.89M\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/KDE4.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["fi", "nl"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "kde4", "config_name": "fi-nl", "version": {"version_str": "2.0.0", "description": "", "major": 2, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 8845933, "num_examples": 101593, "dataset_name": "kde4"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-KDE4/v2/moses/fi-nl.txt.zip": {"num_bytes": 2471355, "checksum": "67b79c0b978826f41b53d3e8c560c5dd70f1135b1c3bad1bce4ae46bc3b6a111"}}, "download_size": 2471355, "post_processing_size": null, "dataset_size": 8845933, "size_in_bytes": 11317288}, "it-ro": {"description": "A parallel corpus of KDE4 localization files (v.2).\n\n92 languages, 4,099 bitexts\ntotal number of files: 75,535\ntotal number of tokens: 60.75M\ntotal number of sentence fragments: 8.89M\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/KDE4.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["it", "ro"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "kde4", "config_name": "it-ro", "version": {"version_str": "2.0.0", "description": "", "major": 2, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 8827049, "num_examples": 109003, "dataset_name": "kde4"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-KDE4/v2/moses/it-ro.txt.zip": {"num_bytes": 2389051, "checksum": "6810b79d144de10f262a69e63f54b6c1e18430553984c0bbcc180561f6e7444d"}}, "download_size": 2389051, "post_processing_size": null, "dataset_size": 8827049, "size_in_bytes": 11216100}, "nl-sv": {"description": "A parallel corpus of KDE4 localization files (v.2).\n\n92 languages, 4,099 bitexts\ntotal number of files: 75,535\ntotal number of tokens: 60.75M\ntotal number of sentence fragments: 8.89M\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/KDE4.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["nl", "sv"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "kde4", "config_name": "nl-sv", "version": {"version_str": "2.0.0", "description": "", "major": 2, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 22294586, "num_examples": 188454, "dataset_name": "kde4"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-KDE4/v2/moses/nl-sv.txt.zip": {"num_bytes": 6203460, "checksum": "7b38481cf9e838a587123c6328e2a3dea93d4a2c1060c5b300fb485ba830cc21"}}, "download_size": 6203460, "post_processing_size": null, "dataset_size": 22294586, "size_in_bytes": 28498046}, "en-it": {"description": "A parallel corpus of KDE4 localization files (v.2).\n\n92 languages, 4,099 bitexts\ntotal number of files: 75,535\ntotal number of tokens: 60.75M\ntotal number of sentence fragments: 8.89M\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/KDE4.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["en", "it"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "kde4", "config_name": "en-it", "version": {"version_str": "2.0.0", "description": "", "major": 2, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 27132585, "num_examples": 220566, "dataset_name": "kde4"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-KDE4/v2/moses/en-it.txt.zip": {"num_bytes": 7622662, "checksum": "a25227326866a070251a75119f2e5d0554a9bf0d8c8aa5d41487f4288b834600"}}, "download_size": 7622662, "post_processing_size": null, "dataset_size": 27132585, "size_in_bytes": 34755247}, "en-fr": {"description": "A parallel corpus of KDE4 localization files (v.2).\n\n92 languages, 4,099 bitexts\ntotal number of files: 75,535\ntotal number of tokens: 60.75M\ntotal number of sentence fragments: 8.89M\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/KDE4.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["en", "fr"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "kde4", "config_name": "en-fr", "version": {"version_str": "2.0.0", "description": "", "major": 2, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 25650409, "num_examples": 210173, "dataset_name": "kde4"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-KDE4/v2/moses/en-fr.txt.zip": {"num_bytes": 7049364, "checksum": "7ffc0c96d8b27740f58ebaf84a0d3434bb130e714e1a1b9522cb6d3fbb313034"}}, "download_size": 7049364, "post_processing_size": null, "dataset_size": 25650409, "size_in_bytes": 32699773}}

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kde4.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 = """\
+A parallel corpus of KDE4 localization files (v.2).
+
+92 languages, 4,099 bitexts
+total number of files: 75,535
+total number of tokens: 60.75M
+total number of sentence fragments: 8.89M
+"""
+_HOMEPAGE_URL = "http://opus.nlpl.eu/KDE4.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 = "2.0.0"
+_BASE_NAME = "KDE4.{}.{}"
+_BASE_URL = "https://object.pouta.csc.fi/OPUS-KDE4/v2/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 = [
+    ("fi", "nl"),
+    ("it", "ro"),
+    ("nl", "sv"),
+    ("en", "it"),
+    ("en", "fr"),
+]
+
+
+class Kde4Config(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 Kde4(datasets.GeneratorBasedBuilder):
+    BUILDER_CONFIGS = [
+        Kde4Config(
+            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 = Kde4Config
+
+    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