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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+*.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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README.md

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+---
+annotations_creators:
+- found
+language_creators:
+- found
+languages:
+- ig
+licenses:
+- unknown
+multilinguality:
+- monolingual
+size_categories:
+  bbc-igbo:
+  - 1K<n<10K
+  eze_goes_to_school:
+  - n<1K
+  igbo-radio:
+  - n<1K
+  jw-books:
+  - n<1K
+  jw-nt-igbo:
+  - n<1K
+  jw-ot-igbo:
+  - n<1K
+  jw-teta:
+  - n<1K
+  jw-ulo_nche:
+  - n<1K
+  jw-ulo_nche_naamu:
+  - n<1K
+source_datasets:
+- original
+task_categories:
+- sequence-modeling
+task_ids:
+- language-modeling
+---
+
+# Dataset Card for Igbo Monolingual Dataset
+
+## 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-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)
+
+## Dataset Description
+
+- **Homepage:** https://github.com/IgnatiusEzeani/IGBONLP/tree/master/ig_monoling
+- **Repository:** https://github.com/IgnatiusEzeani/IGBONLP/tree/master/ig_monoling
+- **Paper:** https://arxiv.org/abs/2004.00648
+
+### Dataset Summary
+
+A dataset is a collection of Monolingual Igbo sentences.
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+### Languages
+
+Igbo (ig)
+
+## Dataset Structure
+
+### Data Instances
+
+Here is an example from the bb-igbo config:
+```
+{'content': 'Ike Ekweremmadụ\n\nIke ịda jụụ otụ nkeji banyere oke ogbugbu na-eme n\'ala Naijiria agwụla Ekweremmadụ\n\nOsote onye-isi ndị ome-iwu Naịjirịa bụ Ike Ekweremadu ekwuola na ike agwụla ndị Sịnatị iji otu nkeji darajụụ akwanyere ndị egburu n\'ime oke ọgbaghara dị na Naịjirịa oge ọ bula.\n\nEkweremadu  katọrọ mwakpọ na ogbugbu ndị Naịjirịa aka ha dị ọcha nke ndị Fulani na-achị ehi mere, kwuo na ike agwụla ndị ome- iwu ịkwanyere ha ugwu n\'otu nkeji\'\n\nCheta n\'otu ịzụka gara-aga ka emere akwam ozu mmadụ ruru iri asaa egburu na Local Gọọmenti Logo na Guma nke Benue Steeti, e be ihe kariri mmadụ iri ise ka akụkọ kwuru n\'egburu na Taraba Steeti.\n\nEkweremadu gosiri iwe gbasara ogbugbu ndị mmadụ na nzukọ ndị ome-iwu n\'ụbọchị taa, kwuo na Naịjirịa ga-ebu ụzọ nwe udo na nchekwa, tupu e kwuowa okwu iwulite obodo.\n\nỌ sịrị:  "Ndị ome-iwu abụghị sọ ọsọ ndị ihe a metụtara, kama ndị Naịjirịa niile.\n\n\'Ike agwụla anyị iji otu nkeji dị jụụ maka nkwanye ugwu. Ihe anyị chọrọ bụ udo na nchekwa tupu echewa echịchị nwuli obodo."',
+ 'date': '2018-01-19T17:07:38Z',
+ 'description': "N'ihi oke ogbugbu ndị mmadụ na Naịjirịa gbagburu gburu, osota onyeisi ndị ome-iwu Naịjirịa bụ Ike Ekweremadu ekwuola na ihe Naịjiria chọrọ bụ nchekwa tara ọchịchị, tupu ekwuwa okwu ihe ọzọ.",
+ 'headline': 'Ekweremadu: Ike agwụla ndị ụlọ ome iwu',
+ 'source': 'https://www.bbc.com/igbo/42712250',
+ 'tags': [],
+ 'title': 'Ekweremadu: Ike agwụla ndị ụlọ ome iwu'}
+```
+
+### Data Fields
+
+For config 'eze_goes_to_school':
+  - format, title, chapters
+
+For config 'bbc-igbo' :
+  - source, title, description, date (Missing date values replaced with empty strings), headline, content, tags (Missing tags replaced with empty list)
+
+For config 'igbo-radio':
+  - source, headline, author, date, description, content
+
+For config 'jw-ot-igbo':
+  - format, title, chapters
+
+For config 'jw-nt-igbo':
+  - format, title, chapters
+
+For config 'jw-books': 
+  - title, content, format, date (Missing date values replaced with empty strings)
+
+For config 'jw-teta': 
+  -  title, content, format, date (Missing date values replaced with empty strings)
+
+For config 'jw-ulo_nche': 
+  - title, content, format, date (Missing date values replaced with empty strings)
+
+For config 'jw-ulo_nche_naamu':
+  - title, content, format, date (Missing date values replaced with empty strings)
+
+
+### Data Splits
+| bbc-igbo  | eze_goes_to_school |igbo-radio| jw-books|jw-nt-igbo| jw-ot-igbo | jw-teta |jw-ulo_nche |jw-ulo_nche_naamu
+| ------------- |:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|
+|  1297     | 1     | 440   | 48     | 27     | 39 | 37 | 55 | 88
+
+## 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{ezeani2020igboenglish,  
+title={Igbo-English Machine Translation: An Evaluation Benchmark},  
+author={Ignatius Ezeani and Paul Rayson and Ikechukwu Onyenwe and Chinedu Uchechukwu and Mark Hepple},  
+year={2020},  
+eprint={2004.00648},  
+archivePrefix={arXiv},  
+primaryClass={cs.CL}  
+}

dataset_infos.json

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igbo_monolingual.py

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+# coding=utf-8
+# Copyright 2020 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.
+"""Igbo Monolingual Dataset"""
+
+from __future__ import absolute_import, division, print_function
+
+import json
+import os
+
+import datasets
+
+
+_CITATION = """\
+@misc{ezeani2020igboenglish,
+title={Igbo-English Machine Translation: An Evaluation Benchmark},
+author={Ignatius Ezeani and Paul Rayson and Ikechukwu Onyenwe and Chinedu Uchechukwu and Mark Hepple},
+year={2020},
+eprint={2004.00648},
+archivePrefix={arXiv},
+primaryClass={cs.CL}
+}
+"""
+
+_DESCRIPTION = """\
+A dataset is a collection of Monolingual Igbo sentences.
+"""
+
+_HOMEPAGE = "https://github.com/IgnatiusEzeani/IGBONLP/tree/master/ig_monoling"
+
+_URL = "https://github.com/IgnatiusEzeani/IGBONLP/raw/master/ig_monoling/json.zip"
+
+
+class IgboMonolingual(datasets.GeneratorBasedBuilder):
+    """collection of Monolingual Igbo sentences from different sources"""
+
+    VERSION = datasets.Version("1.1.0")
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(
+            name="eze_goes_to_school",
+            version=VERSION,
+            description="Igbo sentences from Master's Thesis; UZOALOR, JOY UCHE",
+        ),
+        datasets.BuilderConfig(
+            name="bbc-igbo", version=VERSION, description="Igbo sentences from https://www.bbc.com/igbo/"
+        ),
+        datasets.BuilderConfig(
+            name="igbo-radio", version=VERSION, description="Igbo sentences from https://www.igboradio.com"
+        ),
+        datasets.BuilderConfig(
+            name="jw-ot-igbo", version=VERSION, description="Igbo sentences from 929 pages of 39 books"
+        ),
+        datasets.BuilderConfig(
+            name="jw-nt-igbo", version=VERSION, description="Igbo sentences from 260 pages of 27 books"
+        ),
+        datasets.BuilderConfig(
+            name="jw-books", version=VERSION, description="Igbo sentences from 2204 pages of 48 books "
+        ),
+        datasets.BuilderConfig(
+            name="jw-teta", version=VERSION, description="Igbo sentences from 392 pages of 37 magazines"
+        ),
+        datasets.BuilderConfig(
+            name="jw-ulo_nche", version=VERSION, description="Igbo sentences from 594 pages of 55 magazines"
+        ),
+        datasets.BuilderConfig(
+            name="jw-ulo_nche_naamu", version=VERSION, description="Igbo sentences from 870 pages of 88 magazines"
+        ),
+    ]
+
+    def _info(self):
+        if self.config.name == "eze_goes_to_school":
+            features = datasets.Features(
+                {
+                    "format": datasets.Value("string"),
+                    "title": datasets.Value("string"),
+                    "chapters": datasets.Sequence(
+                        {"title": datasets.Value("string"), "content": datasets.Value("string")}
+                    ),
+                }
+            )
+        elif self.config.name == "bbc-igbo":
+            features = datasets.Features(
+                {
+                    "source": datasets.Value("string"),
+                    "title": datasets.Value("string"),
+                    "description": datasets.Value("string"),
+                    "date": datasets.Value("string"),
+                    "headline": datasets.Value("string"),
+                    "content": datasets.Value("string"),
+                    "tags": datasets.Sequence(datasets.Value("string")),
+                }
+            )
+        elif self.config.name == "igbo-radio":
+            features = datasets.Features(
+                {
+                    "source": datasets.Value("string"),
+                    "headline": datasets.Value("string"),
+                    "author": datasets.Value("string"),
+                    "date": datasets.Value("string"),
+                    "description": datasets.Value("string"),
+                    "content": datasets.Value("string"),
+                }
+            )
+        elif self.config.name == "jw-ot-igbo":
+            features = datasets.Features(
+                {
+                    "format": datasets.Value("string"),
+                    "title": datasets.Value("string"),
+                    "chapters": datasets.Sequence(
+                        {"title": datasets.Value("string"), "content": datasets.Value("string")}
+                    ),
+                }
+            )
+        elif self.config.name == "jw-nt-igbo":
+            features = datasets.Features(
+                {
+                    "format": datasets.Value("string"),
+                    "title": datasets.Value("string"),
+                    "chapters": datasets.Sequence(
+                        {"title": datasets.Value("string"), "content": datasets.Value("string")}
+                    ),
+                }
+            )
+        elif self.config.name == "jw-books":
+            features = datasets.Features(
+                {
+                    "title": datasets.Value("string"),
+                    "content": datasets.Value("string"),
+                    "format": datasets.Value("string"),
+                    "date": datasets.Value("string"),
+                }
+            )
+        elif self.config.name == "jw-teta":
+            features = datasets.Features(
+                {
+                    "title": datasets.Value("string"),
+                    "content": datasets.Value("string"),
+                    "format": datasets.Value("string"),
+                    "date": datasets.Value("string"),
+                }
+            )
+        elif self.config.name == "jw-ulo_nche":
+            features = datasets.Features(
+                {
+                    "title": datasets.Value("string"),
+                    "content": datasets.Value("string"),
+                    "format": datasets.Value("string"),
+                    "date": datasets.Value("string"),
+                }
+            )
+        elif self.config.name == "jw-ulo_nche_naamu":
+            features = datasets.Features(
+                {
+                    "title": datasets.Value("string"),
+                    "content": datasets.Value("string"),
+                    "format": datasets.Value("string"),
+                    "date": datasets.Value("string"),
+                }
+            )
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators."""
+        data_dir = dl_manager.download_and_extract(_URL)
+        if self.config.name == "eze_goes_to_school":
+            return [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    gen_kwargs={
+                        "filepath": os.path.join(data_dir, "eze_goes_to_school.json"),
+                        "split": "train",
+                    },
+                ),
+            ]
+        elif self.config.name == "bbc-igbo":
+            return [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    gen_kwargs={
+                        "filepath": os.path.join(data_dir, "bbc-igbo.json"),
+                        "split": "train",
+                    },
+                ),
+            ]
+        elif self.config.name == "igbo-radio":
+            return [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    gen_kwargs={
+                        "filepath": os.path.join(data_dir, "igbo-radio.json"),
+                        "split": "train",
+                    },
+                ),
+            ]
+        elif self.config.name == "jw-ot-igbo":
+            return [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    gen_kwargs={
+                        "filepath": os.path.join(data_dir, "jw-ot-igbo.json"),
+                        "split": "train",
+                    },
+                ),
+            ]
+        elif self.config.name == "jw-nt-igbo":
+            return [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    gen_kwargs={
+                        "filepath": os.path.join(data_dir, "jw-nt-igbo.json"),
+                        "split": "train",
+                    },
+                ),
+            ]
+        elif self.config.name == "jw-books":
+            return [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    gen_kwargs={
+                        "filepath": os.path.join(data_dir, "jw-books.json"),
+                        "split": "train",
+                    },
+                ),
+            ]
+        elif self.config.name == "jw-teta":
+            return [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    gen_kwargs={
+                        "filepath": os.path.join(data_dir, "jw-teta.json"),
+                        "split": "train",
+                    },
+                ),
+            ]
+        elif self.config.name == "jw-ulo_nche":
+            return [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    gen_kwargs={
+                        "filepath": os.path.join(data_dir, "jw-ulo_nche.json"),
+                        "split": "train",
+                    },
+                ),
+            ]
+        elif self.config.name == "jw-ulo_nche_naamu":
+            return [
+                datasets.SplitGenerator(
+                    name=datasets.Split.TRAIN,
+                    gen_kwargs={
+                        "filepath": os.path.join(data_dir, "jw-ulo_nche_naamu.json"),
+                        "split": "train",
+                    },
+                ),
+            ]
+
+    def _generate_examples(self, filepath, split):
+        """ Yields examples. """
+        if self.config.name == "eze_goes_to_school":
+            with open(filepath, "r", encoding="utf-8") as f:
+                json_data = json.load(f)
+                for id_, data in enumerate(json_data):
+                    yield id_, {
+                        "format": data["format"],
+                        "title": data["title"],
+                        "chapters": data["chapters"],
+                    }
+        elif self.config.name == "bbc-igbo":
+            with open(filepath, "r", encoding="utf-8") as f:
+                json_data = json.load(f)
+                for id_, data in enumerate(json_data):
+                    yield id_, {
+                        "source": data["source"] if "source" in data.keys() else "",
+                        "title": data["title"] if "title" in data.keys() else "",
+                        "description": data["description"] if "description" in data.keys() else "",
+                        "date": data["date"] if "date" in data.keys() else "",
+                        "headline": data["headline"] if "headline" in data.keys() else "",
+                        "content": data["content"] if "content" in data.keys() else "",
+                        "tags": data["tags"] if "tags" in data.keys() else [],
+                    }
+        elif self.config.name == "igbo-radio":
+            with open(filepath, "r", encoding="utf-8") as f:
+                json_data = json.load(f)
+                for id_, data in enumerate(json_data):
+                    yield id_, {
+                        "source": data["source"],
+                        "headline": data["headline"],
+                        "author": data["author"],
+                        "date": data["date"],
+                        "description": data["description"] if "description" in data.keys() else "",
+                        "content": data["content"] if "content" in data.keys() else "",
+                    }
+        elif self.config.name == "jw-ot-igbo":
+            with open(filepath, "r", encoding="utf-8") as f:
+                json_data = json.load(f)
+                for id_, data in enumerate(json_data):
+                    yield id_, {
+                        "format": data["format"],
+                        "title": data["title"],
+                        "chapters": data["chapters"],
+                    }
+        elif self.config.name == "jw-nt-igbo":
+            with open(filepath, "r", encoding="utf-8") as f:
+                json_data = json.load(f)
+                for id_, data in enumerate(json_data):
+                    yield id_, {
+                        "format": data["format"],
+                        "title": data["title"],
+                        "chapters": data["chapters"],
+                    }
+        elif self.config.name == "jw-books":
+            with open(filepath, "r", encoding="utf-8") as f:
+                json_data = json.load(f)
+                for id_, data in enumerate(json_data):
+                    yield id_, {
+                        "title": data["title"],
+                        "content": data["content"],
+                        "format": data["format"],
+                        "date": data["date"] if "date" in data.keys() else "",
+                    }
+        elif self.config.name == "jw-teta":
+            with open(filepath, "r", encoding="utf-8") as f:
+                json_data = json.load(f)
+                for id_, data in enumerate(json_data):
+                    yield id_, {
+                        "title": data["title"],
+                        "content": data["content"],
+                        "format": data["format"],
+                        "date": data["date"] if "date" in data.keys() else "",
+                    }
+        elif self.config.name == "jw-ulo_nche":
+            with open(filepath, "r", encoding="utf-8") as f:
+                json_data = json.load(f)
+                for id_, data in enumerate(json_data):
+                    yield id_, {
+                        "title": data["title"],
+                        "content": data["content"],
+                        "format": data["format"],
+                        "date": data["date"] if "date" in data.keys() else "",
+                    }
+        elif self.config.name == "jw-ulo_nche_naamu":
+            with open(filepath, "r", encoding="utf-8") as f:
+                json_data = json.load(f)
+                for id_, data in enumerate(json_data):
+                    yield id_, {
+                        "title": data["title"],
+                        "content": data["content"],
+                        "format": data["format"],
+                        "date": data["date"] if "date" in data.keys() else "",
+                    }