Add parser

bibles.py

@@ -0,0 +1,243 @@
+# 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.
+"""Multilingual Bibles"""
+import csv
+
+import datasets
+
+
+_CITATION = """
+@InProceedings{--,
+  author = {---},
+  title = {---},
+  booktitle = {---},
+  year = 2021,
+  address = "---"
+}
+"""
+
+_DESCRIPTION = """\
+Multilingual Bibles
+"""
+
+
+_HOMEPAGE = "https://github.com/versae/bibles/"
+
+BIBLES_BASE_URI = "https://huggingface.co/datasets/versae/bibles/resolve/main"
+BIBLES = {
+    "validation": lambda config: f"{BIBLES_BASE_URI}/{config}_validation.csv",
+    "test": lambda config: f"{BIBLES_BASE_URI}/{config}_test.csv",
+    "train": lambda config: f"{BIBLES_BASE_URI}/{config}_train.csv"
+}
+
+
+class BiblesConfig(datasets.BuilderConfig):
+    """BuilderConfig for NorNE."""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig for Bibles.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(BiblesConfig, self).__init__(**kwargs)
+
+
+class Bibles(datasets.GeneratorBasedBuilder):
+    """Bibles"""
+
+    BUILDER_CONFIGS = [
+        BiblesConfig(name="testament", version=datasets.Version("1.0.0"), description="Bibles testament dataset (full set)"),
+        BiblesConfig(name="genre", version=datasets.Version("1.0.0"), description="Bibles genre dataset (full set)"),
+        BiblesConfig(name="division", version=datasets.Version("1.0.0"), description="Bibles division dataset (full set)"),
+    ]
+
+    def _info(self):
+        if self.config.name == "division":
+            labels = [
+                'Gospel',
+                'Historical',
+                'Letters',
+                'Pentateuch',
+                'Prophetic',
+                'Revelation',
+                'Wisdom'
+            ]
+            languages = [
+                'ALB',
+                'ARA',
+                'AZB',
+                'BEL',
+                'BUL',
+                'CEB',
+                'CHI',
+                'CZE',
+                'DAN',
+                'ENG',
+                'ESP',
+                'FIN',
+                'FRE',
+                'GER',
+                'GRC',
+                'HAT',
+                'HEB',
+                'HIN',
+                'HUN',
+                'ITA',
+                'KOR',
+                'LAT',
+                'MAR',
+                'NL_',
+                'NOR',
+                'POR',
+                'RUM',
+                'RUS',
+                'SCR',
+                'SPA',
+                'SWE',
+                'TAM',
+                'TGL',
+                'THA',
+                'TUR',
+                'VIE',
+                'XKL',
+            ]
+        elif self.config.name == "genre":
+            labels = [
+                'apocalyptic',
+                'gospel',
+                'historical',
+                'law',
+                'letter',
+                'lyric',
+                'prophecy',
+                'wisdom'
+            ]
+            languages = [
+                'ALB',
+                'ARA',
+                'AZB',
+                'BEL',
+                'BUL',
+                'CEB',
+                'CHI',
+                'CZE',
+                'DAN',
+                'ENG',
+                'ESP',
+                'FIN',
+                'FRE',
+                'GER',
+                'GRC',
+                'HAT',
+                'HEB',
+                'HIN',
+                'HUN',
+                'ITA',
+                'KOR',
+                'LAT',
+                'MAR',
+                'NL_',
+                'NOR',
+                'POR',
+                'RUM',
+                'RUS',
+                'SCR',
+                'SPA',
+                'SWE',
+                'TAM',
+                'TGL',
+                'THA',
+                'TUR',
+                'VIE',
+                'XKL',
+            ]
+        else:   # self.config.name == "testament":
+            labels = ["new", "old"]
+            languages = [
+                'ALB',
+                'ARA',
+                'AZB',
+                'BEL',
+                'BUL',
+                'CEB',
+                'CHA',
+                'CHI',
+                'CZE',
+                'DAN',
+                'ENG',
+                'ESP',
+                'FIN',
+                'FRE',
+                'GER',
+                'GRC',
+                'HAT',
+                'HEB',
+                'HIN',
+                'HUN',
+                'ITA',
+                'KOR',
+                'LAT',
+                'MAR',
+                'NDS',
+                'NL_',
+                'NOR',
+                'PON',
+                'POR',
+                'RUM',
+                'RUS',
+                'SCR',
+                'SPA',
+                'SWE',
+                'TAM',
+                'TGL',
+                'THA',
+                'TUR',
+                'VIE',
+                'XKL',
+            ]
+        self.labels = labels
+        self.languages = languages
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "text": datasets.Value("string"),
+                    "label": datasets.ClassLabel(names=labels),
+                    "language": datasets.ClassLabel(names=languages),
+                }
+            ),
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        URLS = {key: BIBLES[key](self.config.name) for key in BIBLES.keys()}
+        downloaded_files = dl_manager.download(URLS)
+        return [
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]}),
+            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["validation"]}),
+            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]}),
+        ]
+
+    def _generate_examples(self, filepath):
+        with open(filepath, encoding="utf-8") as csv_file:
+            csv_reader = csv.reader(csv_file, delimiter=",")
+            for idx, (text, label, language) in enumerate(csv_reader):
+                yield int(idx), {
+                    "text": text,
+                    "label": self.label.index(label),
+                    "language": self.language.index(language),
+                }