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
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+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.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:
+  - bg
+  - ca
+  - cs
+  - da
+  - de
+  - el
+  - en
+  - es
+  - et
+  - eu
+  - fi
+  - fr
+  - ga
+  - gl
+  - ha
+  - hr
+  - hu
+  - ig
+  - is
+  - it
+  - km
+  - lt
+  - lv
+  - mt
+  - my
+  - nb
+  - ne
+  - nl
+  - nn
+  - pl
+  - pt
+  - ro
+  - ru
+  - si
+  - sk
+  - sl
+  - so
+  - sv
+  - sw
+  - tl
+
+licenses:
+  - cc0-1-0
+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/ParaCrawl.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/ParaCrawl.php
+E.g.
+
+`dataset = load_dataset("paracrawl", lang1="en", lang2="so")`
+
+### 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
+
+- Creative commons CC0 (no rights reserved)
+
+### 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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opus_paracrawl.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 = """\
+Parallel corpora from Web Crawls collected in the ParaCrawl project
+40 languages, 41 bitexts
+total number of files: 20,995
+total number of tokens: 21.40G
+total number of sentence fragments: 1.12G
+"""
+_HOMEPAGE_URL = "http://opus.nlpl.eu/ParaCrawl.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 = "ParaCrawl.{}.{}"
+_BASE_URL = "https://object.pouta.csc.fi/OPUS-ParaCrawl/v7.1/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 = [
+    ("el", "en"),
+    ("en", "ha"),
+    ("en", "ig"),
+    ("en", "km"),
+    ("en", "so"),
+    ("de", "pl"),
+    ("fr", "nl"),
+    ("en", "sw"),
+    ("en", "tl"),
+    ("es", "gl"),
+]
+
+
+class ParaCrawlConfig(datasets.BuilderConfig):
+    def __init__(self, *args, lang1=None, lang2=None, **kwargs):
+        super().__init__(
+            *args,
+            name=f"{lang1}-{lang2}",
+            **kwargs,
+        )
+        assert lang1 != lang2, "'language 1' & 'language 2' should be different from each other"
+        self.lang1 = lang1
+        self.lang2 = lang2
+
+
+class OpusParaCrawl(datasets.GeneratorBasedBuilder):
+    BUILDER_CONFIGS = [
+        ParaCrawlConfig(
+            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 = ParaCrawlConfig
+
+    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):
+        download_url = _BASE_URL.format(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