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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+*.bin.* 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
+- cs
+- da
+- de
+- el
+- en
+- es
+- et
+- fi
+- fr
+- hu
+- it
+- lt
+- lv
+- mt
+- nl
+- pl
+- pt
+- ro
+- sk
+- sl
+- sv
+licenses:
+- unknown
+multilinguality:
+- multilingual
+size_categories:
+- 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/EMEA.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/EMEA.php
+E.g.
+
+`dataset = load_dataset("emea", lang1="en", lang2="nl")`
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+### Languages
+
+[More Information Needed]
+
+## Dataset Structure
+
+### Data Instances
+
+Here are some examples of questions and facts:
+
+
+### 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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+{"bg-el": {"description": "This is a parallel corpus made out of PDF documents from the European Medicines Agency. All files are automatically converted from PDF to plain text using pdftotext with the command line arguments -layout -nopgbrk -eol unix. There are some known problems with tables and multi-column layouts - some of them are fixed in the current version.\n\nsource: http://www.emea.europa.eu/\n\n22 languages, 231 bitexts\ntotal number of files: 41,957\ntotal number of tokens: 311.65M\ntotal number of sentence fragments: 26.51M\n", "citation": "J. Tiedemann, 2012, Parallel Data, Tools and Interfaces in OPUS. In Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012)\n", "homepage": "http://opus.nlpl.eu/EMEA.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["bg", "el"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "emea", "config_name": "bg-el", "version": {"version_str": "3.0.0", "description": "", "major": 3, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 296160562, "num_examples": 1044065, "dataset_name": "emea"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-EMEA/v3/moses/bg-el.txt.zip": {"num_bytes": 54531690, "checksum": "c2491d7fd2a04131ba4079aa74464907fdf37958cb1610e504e9dc4708d27f4f"}}, "download_size": 54531690, "post_processing_size": null, "dataset_size": 296160562, "size_in_bytes": 350692252}, "cs-et": {"description": "This is a parallel corpus made out of PDF documents from the European Medicines Agency. All files are automatically converted from PDF to plain text using pdftotext with the command line arguments -layout -nopgbrk -eol unix. There are some known problems with tables and multi-column layouts - some of them are fixed in the current version.\n\nsource: http://www.emea.europa.eu/\n\n22 languages, 231 bitexts\ntotal number of files: 41,957\ntotal number of tokens: 311.65M\ntotal number of sentence fragments: 26.51M\n", "citation": "J. Tiedemann, 2012, Parallel Data, Tools and Interfaces in OPUS. In Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012)\n", "homepage": "http://opus.nlpl.eu/EMEA.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["cs", "et"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "emea", "config_name": "cs-et", "version": {"version_str": "3.0.0", "description": "", "major": 3, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 180261167, "num_examples": 1053164, "dataset_name": "emea"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-EMEA/v3/moses/cs-et.txt.zip": {"num_bytes": 36065651, "checksum": "8d0389456e40a77df0ccb2602b60a99bdce7d175f4cb2cb56be91b8f466a10b4"}}, "download_size": 36065651, "post_processing_size": null, "dataset_size": 180261167, "size_in_bytes": 216326818}, "de-mt": {"description": "This is a parallel corpus made out of PDF documents from the European Medicines Agency. All files are automatically converted from PDF to plain text using pdftotext with the command line arguments -layout -nopgbrk -eol unix. There are some known problems with tables and multi-column layouts - some of them are fixed in the current version.\n\nsource: http://www.emea.europa.eu/\n\n22 languages, 231 bitexts\ntotal number of files: 41,957\ntotal number of tokens: 311.65M\ntotal number of sentence fragments: 26.51M\n", "citation": "J. Tiedemann, 2012, Parallel Data, Tools and Interfaces in OPUS. In Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012)\n", "homepage": "http://opus.nlpl.eu/EMEA.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["de", "mt"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "emea", "config_name": "de-mt", "version": {"version_str": "3.0.0", "description": "", "major": 3, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 182976918, "num_examples": 1000532, "dataset_name": "emea"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-EMEA/v3/moses/de-mt.txt.zip": {"num_bytes": 36665427, "checksum": "da2ebcbdc6028717b7dc23450e3d3b10a029da1a2aa9544920982d6dc7971d6b"}}, "download_size": 36665427, "post_processing_size": null, "dataset_size": 182976918, "size_in_bytes": 219642345}, "fr-sk": {"description": "This is a parallel corpus made out of PDF documents from the European Medicines Agency. All files are automatically converted from PDF to plain text using pdftotext with the command line arguments -layout -nopgbrk -eol unix. There are some known problems with tables and multi-column layouts - some of them are fixed in the current version.\n\nsource: http://www.emea.europa.eu/\n\n22 languages, 231 bitexts\ntotal number of files: 41,957\ntotal number of tokens: 311.65M\ntotal number of sentence fragments: 26.51M\n", "citation": "J. Tiedemann, 2012, Parallel Data, Tools and Interfaces in OPUS. In Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012)\n", "homepage": "http://opus.nlpl.eu/EMEA.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["fr", "sk"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "emea", "config_name": "fr-sk", "version": {"version_str": "3.0.0", "description": "", "major": 3, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 193605247, "num_examples": 1062753, "dataset_name": "emea"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-EMEA/v3/moses/fr-sk.txt.zip": {"num_bytes": 38916074, "checksum": "3da070454acc7ab70b32898adb733b2351f604d2b32c5f4357f5950eab926a3a"}}, "download_size": 38916074, "post_processing_size": null, "dataset_size": 193605247, "size_in_bytes": 232521321}, "es-lt": {"description": "This is a parallel corpus made out of PDF documents from the European Medicines Agency. All files are automatically converted from PDF to plain text using pdftotext with the command line arguments -layout -nopgbrk -eol unix. There are some known problems with tables and multi-column layouts - some of them are fixed in the current version.\n\nsource: http://www.emea.europa.eu/\n\n22 languages, 231 bitexts\ntotal number of files: 41,957\ntotal number of tokens: 311.65M\ntotal number of sentence fragments: 26.51M\n", "citation": "J. Tiedemann, 2012, Parallel Data, Tools and Interfaces in OPUS. In Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012)\n", "homepage": "http://opus.nlpl.eu/EMEA.php", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["es", "lt"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "emea", "config_name": "es-lt", "version": {"version_str": "3.0.0", "description": "", "major": 3, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 182623676, "num_examples": 1051370, "dataset_name": "emea"}}, "download_checksums": {"https://object.pouta.csc.fi/OPUS-EMEA/v3/moses/es-lt.txt.zip": {"num_bytes": 35329033, "checksum": "02fe4b58829bdf3915dd18f1cde646f3d2a518f1d858acff7bc543362c897151"}}, "download_size": 35329033, "post_processing_size": null, "dataset_size": 182623676, "size_in_bytes": 217952709}}

dummy/bg-el/3.0.0/dummy_data.zip

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dummy/fr-sk/3.0.0/dummy_data.zip

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emea.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 parallel corpus made out of PDF documents from the European Medicines Agency. All files are automatically converted from PDF to plain text using pdftotext with the command line arguments -layout -nopgbrk -eol unix. There are some known problems with tables and multi-column layouts - some of them are fixed in the current version.
+
+source: http://www.emea.europa.eu/
+
+22 languages, 231 bitexts
+total number of files: 41,957
+total number of tokens: 311.65M
+total number of sentence fragments: 26.51M
+"""
+_HOMEPAGE_URL = "http://opus.nlpl.eu/EMEA.php"
+_CITATION = """\
+J. Tiedemann, 2012, Parallel Data, Tools and Interfaces in OPUS. In Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012)
+"""
+
+_VERSION = "3.0.0"
+_BASE_NAME = "EMEA.{}.{}"
+_BASE_URL = "https://object.pouta.csc.fi/OPUS-EMEA/v3/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 = [
+    ("bg", "el"),
+    ("cs", "et"),
+    ("de", "mt"),
+    ("fr", "sk"),
+    ("es", "lt"),
+]
+
+
+class EmeaConfig(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 Emea(datasets.GeneratorBasedBuilder):
+    BUILDER_CONFIGS = [
+        EmeaConfig(
+            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 = EmeaConfig
+
+    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