Update files from the datasets library (from 1.18.0)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.18.0

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README.md

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+---
+annotations_creators:
+- no-annotation
+language_creators:
+- found
+languages:
+- ar
+- da
+- de
+- fi
+- fr
+- lb
+- nl
+- pt
+licenses:
+- cc0-1-0
+multilinguality:
+- multilingual
+pretty_name: BnL newspapers
+size_categories:
+- 100K<n<1M
+source_datasets:
+- original
+task_categories:
+- sequence-modeling
+task_ids:
+- language-modeling
+---
+
+# Dataset Card for BnL Newspapers 
+
+## Table of Contents
+- [Table of Contents](#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:** https://data.bnl.lu/data/historical-newspapers/ 
+- **Repository:**
+- **Paper:**
+- **Leaderboard:**
+- **Point of Contact:** opendata@bnl.etat.lu
+
+### Dataset Summary
+
+The BnL has digitised over 800.000 pages of Luxembourg newspapers. This dataset currently has one configuration covering a subset of these newspapers, which sit under the "Processed Datasets" collection. The BNL:
+
+> processed all newspapers and monographs that are in the public domain and extracted the full text and associated meta data of every single article, section, advertisement… The result is a large number of small, easy to use XML files formatted using Dublin Core.
+
+[More Information Needed]
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+### Languages
+
+[More Information Needed]
+
+## Dataset Structure
+
+The dataset currently contains a single configuration.
+
+### Data Instances
+
+An example instance from the datasets:
+
+``` python
+{'id': 'https://persist.lu/ark:/70795/wx8r4c/articles/DTL47',
+ 'article_type': 8,
+ 'extent': 49,
+ 'ispartof': 'Luxemburger Wort',
+ 'pub_date': datetime.datetime(1853, 3, 23, 0, 0),
+ 'publisher': 'Verl. der St-Paulus-Druckerei',
+ 'source': 'newspaper/luxwort/1853-03-23',
+ 'text': 'Asien. Eine neue Nedcrland-Post ist angekommen mil Nachrichten aus Calcutta bis zum 5. Febr.; Vom» vay, 12. Febr. ; Nangun und HongKong, 13. Jan. Die durch die letzte Post gebrachle Nachricht, der König von Ava sei durch seinen Bruder enlhronl worden, wird bestätigt. (K. Z.) Verantwortl. Herausgeber, F. Schümann.',
+ 'title': 'Asien.',
+ 'url': 'http://www.eluxemburgensia.lu/webclient/DeliveryManager?pid=209701#panel:pp|issue:209701|article:DTL47'}
+```
+
+
+### Data Fields
+
+- 'id': This is a unique and persistent identifier using ARK. 
+- 'article_type': The type of the exported data, possible values ('ADVERTISEMENT_SECTION',
+ 'BIBLIOGRAPHY',
+ 'CHAPTER',
+ 'INDEX',
+ 'CONTRIBUTION',
+ 'TABLE_OF_CONTENTS',
+ 'WEATHER',
+ 'SHIPPING',
+ 'SECTION',
+ 'ARTICLE',
+ 'TITLE_SECTION',
+ 'DEATH_NOTICE',
+ 'SUPPLEMENT',
+ 'TABLE',
+ 'ADVERTISEMENT',
+ 'CHART_DIAGRAM',
+ 'ILLUSTRATION',
+ 'ISSUE')
+- 'extent': The number of words in the text field
+- 'ispartof: The complete title of the source document e.g. “Luxemburger Wort”.
+- 'pub_date': The publishing date of the document e.g “1848-12-15”
+- 'publisher':The publisher of the document e.g. “Verl. der St-Paulus-Druckerei”.
+- 'source': Describes the source of the document. For example
+<dc:source>newspaper/luxwort/1848-12-15</dc:source> means that this article comes from the newspaper “luxwort” (ID for Luxemburger Wort) issued on 15.12.1848.
+- 'text': The full text of the entire article, section, advertisement etc. It includes any titles and subtitles as well. The content does not contain layout information, such as headings, paragraphs or lines.
+- 'title': The main title of the article, section, advertisement, etc.
+- 'url': The link to the BnLViewer on eluxemburgensia.lu to view the resource online.
+- 'language': The language of the text, possible values ('ar', 'da', 'de', 'fi', 'fr', 'lb', 'nl', 'pt')
+
+### Data Splits
+
+This dataset contains a single split `train`.
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### 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
+
+```
+@misc{bnl_newspapers,
+title={Historical Newspapers},
+url={https://data.bnl.lu/data/historical-newspapers/},
+author={ Bibliothèque nationale du Luxembourg},
+```
+
+### Contributions
+
+Thanks to [@davanstrien](https://github.com/davanstrien) for adding this dataset.

bnl_newspapers.py

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+# coding=utf-8
+# Copyright 2021 The HuggingFace Datasets Authors and the current dataset script contributor.
+#
+# 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.
+"""Digitised historic newspapers from the BNL"""
+
+import xml.etree.ElementTree as ET
+from datetime import datetime
+from pathlib import Path
+
+import datasets
+from datasets.tasks import LanguageModeling
+
+
+_CITATION = """\
+@misc{bnl_newspapers,
+title={Historical Newspapers},
+url={https://data.bnl.lu/data/historical-newspapers/},
+author={ Bibliothèque nationale du Luxembourg},
+"""
+
+_DESCRIPTION = """\
+Digitised historic newspapers from the Bibliothèque nationale (BnL) - the National Library of Luxembourg.
+"""
+
+_HOMEPAGE = "https://data.bnl.lu/data/historical-newspapers/"
+
+_LICENSE = "CC0"
+
+
+_URLs = {"processed": "https://data.bnl.lu/open-data/digitization/newspapers/export01-newspapers1841-1878.zip"}
+
+
+class BNLNewspapersConfig(datasets.BuilderConfig):
+    """Builder config for BNLNewspapers"""
+
+    def __init__(self, data_url, citation, url, **kwargs):
+        """
+        Args:
+        data_url: `string`, url to download the zip file from.
+        citation: `string`, citation for the data set.
+        url: `string`, url for information about the data set.
+        **kwargs: keyword arguments forwarded to super.
+        """
+        super(BNLNewspapersConfig, self).__init__(version=datasets.Version("1.17.0"), **kwargs)
+        self.data_url = data_url
+        self.citation = citation
+        self.url = url
+
+
+class BNLNewspapers(datasets.GeneratorBasedBuilder):
+    """Historic newspapers from the BNL"""
+
+    BUILDER_CONFIGS = [
+        BNLNewspapersConfig(
+            name="processed",
+            description="""This dataset covers the 'processed newspapers' portion of the BnL newspapers.
+These newspapers cover 38 years of news (1841-1878) and include 510,505 extracted articles.
+""",
+            data_url=_URLs["processed"],
+            citation=_CITATION,
+            url=_HOMEPAGE,
+        ),
+    ]
+
+    DEFAULT_CONFIG_NAME = "processed"
+
+    def _info(self):
+        features = datasets.Features(
+            {
+                "id": datasets.Value("string"),
+                "source": datasets.Value("string"),
+                "url": datasets.Value("string"),
+                "title": datasets.Value("string"),
+                "ispartof": datasets.Value("string"),
+                "text": datasets.Value("string"),
+                "pub_date": datasets.Value("timestamp[s]"),
+                "publisher": datasets.Value("string"),
+                "language": datasets.Value("string"),
+                "article_type": datasets.ClassLabel(
+                    names=[
+                        "ADVERTISEMENT_SECTION",
+                        "BIBLIOGRAPHY",
+                        "CHAPTER",
+                        "INDEX",
+                        "CONTRIBUTION",
+                        "TABLE_OF_CONTENTS",
+                        "WEATHER",
+                        "SHIPPING",
+                        "SECTION",
+                        "ARTICLE",
+                        "TITLE_SECTION",
+                        "DEATH_NOTICE",
+                        "SUPPLEMENT",
+                        "TABLE",
+                        "ADVERTISEMENT",
+                        "CHART_DIAGRAM",
+                        "ILLUSTRATION",
+                        "ISSUE",
+                    ]
+                ),
+                "extent": datasets.Value("int32"),
+            }
+        )
+        return datasets.DatasetInfo(
+            # This is the description that will appear on the datasets page.
+            description=_DESCRIPTION,
+            # This defines the different columns of the dataset and their types
+            features=features,  # Here we define them above because they are different between the two configurations
+            # If there's a common (input, target) tuple from the features,
+            # specify them here. They'll be used if as_supervised=True in
+            # builder.as_dataset.
+            supervised_keys=None,
+            # Homepage of the dataset for documentation
+            homepage=_HOMEPAGE,
+            # License for the dataset if available
+            license=_LICENSE,
+            # Citation for the dataset
+            citation=_CITATION,
+            task_templates=[LanguageModeling(text_column="text")],
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators."""
+        _URL = self.config.data_url
+        data_dir = dl_manager.download_and_extract(_URL)
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                # These kwargs will be passed to _generate_examples
+                gen_kwargs={
+                    "dirpath": data_dir,
+                },
+            ),
+        ]
+
+    def _generate_examples(
+        self,
+        dirpath,
+    ):
+        """Yields examples as (key, example) tuples."""
+        ns = {
+            "": "http://www.openarchives.org/OAI/2.0/",
+            "xsi": "http://www.w3.org/2001/XMLSchema-instance",
+            "oai_dc": "http://www.openarchives.org/OAI/2.0/oai_dc/",
+            "dc": "http://purl.org/dc/elements/1.1/",
+            "dcterms": "http://purl.org/dc/terms/",
+        }
+        for id_, xml in enumerate(Path(dirpath).rglob("**/*.xml")):
+            tree = ET.parse(open(xml, encoding="utf-8"))
+            source = tree.find(".//dc:source", ns).text
+            ark_id = tree.find(".//dc:identifier", ns).text
+            ispartof = tree.find(".//dcterms:isPartOf", ns).text
+            date = tree.find(".//dc:date", ns).text
+            if date:
+                date = datetime.strptime(date, "%Y-%m-%d")
+            publisher = tree.find(".//dc:publisher", ns)
+            if publisher is not None:
+                publisher = publisher.text
+            hasversion = tree.find(".//dcterms:hasVersion", ns).text
+            description = tree.find(".//dc:description", ns).text
+            title = tree.find(".//dc:title", ns).text
+            article_type = tree.find(".//dc:type", ns).text
+            extent = tree.find(".//dcterms:extent", ns).text
+            language = tree.find(".//dc:language", ns)
+            if language is not None:
+                language = language.text
+            yield id_, {
+                "id": ark_id,
+                "source": source,
+                "url": hasversion,
+                "title": title,
+                "text": description,
+                "pub_date": date,
+                "publisher": publisher,
+                "article_type": article_type,
+                "extent": extent,
+                "ispartof": ispartof,
+                "language": language,
+            }

dataset_infos.json

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+{"processed": {"description": "Digitised historic newspapers from the Biblioth\u00e8que nationale (BnL) - the National Library of Luxembourg.\n", "citation": "@misc{bnl_newspapers,\ntitle={Historical Newspapers},\nurl={https://data.bnl.lu/data/historical-newspapers/},\nauthor={ Biblioth\u00e8que nationale du Luxembourg},\n", "homepage": "https://data.bnl.lu/data/historical-newspapers/", "license": "CC0", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "source": {"dtype": "string", "id": null, "_type": "Value"}, "url": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}, "ispartof": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "pub_date": {"dtype": "timestamp[s]", "id": null, "_type": "Value"}, "publisher": {"dtype": "string", "id": null, "_type": "Value"}, "language": {"dtype": "string", "id": null, "_type": "Value"}, "article_type": {"num_classes": 18, "names": ["ADVERTISEMENT_SECTION", "BIBLIOGRAPHY", "CHAPTER", "INDEX", "CONTRIBUTION", "TABLE_OF_CONTENTS", "WEATHER", "SHIPPING", "SECTION", "ARTICLE", "TITLE_SECTION", "DEATH_NOTICE", "SUPPLEMENT", "TABLE", "ADVERTISEMENT", "CHART_DIAGRAM", "ILLUSTRATION", "ISSUE"], "names_file": null, "id": null, "_type": "ClassLabel"}, "extent": {"dtype": "int32", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": [{"task": "language-modeling", "text_column": "text"}], "builder_name": "bnl_newspapers", "config_name": "processed", "version": {"version_str": "1.17.0", "description": null, "major": 1, "minor": 17, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1611620156, "num_examples": 537558, "dataset_name": "bnl_newspapers"}}, "download_checksums": {"https://data.bnl.lu/open-data/digitization/newspapers/export01-newspapers1841-1878.zip": {"num_bytes": 1224029060, "checksum": "72032d30d93eb367c567651db970bdb6f645fa6377b2d6a2453d30cf870df946"}}, "download_size": 1224029060, "post_processing_size": null, "dataset_size": 1611620156, "size_in_bytes": 2835649216}}

dummy/processed/1.17.0/dummy_data.zip

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