vesteinn commited on
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README.md ADDED
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+ ---
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+ license: cc-by-4.0
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+ ---
sosialurin-faroese-ner.py ADDED
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+ # coding=utf-8
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+ # Copyright 2020 HuggingFace Datasets Authors.
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+ # Modified by Vésteinn Snæbjarnarson 2021
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+ #
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+ # Licensed under the Apache License, Version 2.0 (the "License");
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+ # you may not use this file except in compliance with the License.
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+ # You may obtain a copy of the License at
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+ #
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+ # http://www.apache.org/licenses/LICENSE-2.0
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+ #
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+ # Unless required by applicable law or agreed to in writing, software
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+ # distributed under the License is distributed on an "AS IS" BASIS,
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+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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+ # See the License for the specific language governing permissions and
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+ # limitations under the License.
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+
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+
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+ # Lint as: python3
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+
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+
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+
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+
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+
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+
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+ LABELS = [
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+ ]
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+
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+
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+
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+ import datasets
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+
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+
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+ logger = datasets.logging.get_logger(__name__)
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+
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+
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+ _CITATION = """\
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+ @misc{sosialurin-ner,
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+ title = {},
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+ author = {},
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+ url = {},
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+ year = {2022} }
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+ """
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+
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+ _DESCRIPTION = """\
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+ The corpus that has been created consists of ca. 100.000 words of text from the [Faroese] newspaper Sosialurin. Each word is tagged with named entity information
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+ """
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+
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+ _URL = "https://huggingface.co/datasets/vesteinn/sosialurin-faroese-ner/raw/main/"
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+ _TRAINING_FILE = "sosialurin.faroese.ner.train.txt"
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+
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+
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+ class SosialurinNERConfig(datasets.BuilderConfig):
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+ """BuilderConfig for sosialurin-faroese-ner"""
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+
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+ def __init__(self, **kwargs):
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+ """BuilderConfig for sosialurin-faroese-ner.
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+ Args:
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+ **kwargs: keyword arguments forwarded to super.
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+ """
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+ super(SosialurinNERConfig, self).__init__(**kwargs)
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+
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+
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+ class SosialurinNER(datasets.GeneratorBasedBuilder):
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+ """sosialurin-faroese-ner dataset."""
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+
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+ BUILDER_CONFIGS = [
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+ SosialurinNERConfig(name="sosialurin-faroese-ner", version=datasets.Version("0.1.0"), description="sosialurin-faroese-ner dataset"),
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+ ]
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+
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ description=_DESCRIPTION,
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+ features=datasets.Features(
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+ {
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+ "id": datasets.Value("string"),
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+ "tokens": datasets.Sequence(datasets.Value("string")),
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+ "ner_tags": datasets.Sequence(
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+ datasets.features.ClassLabel(
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+ names=LABELS
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+ )
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+ ),
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+ }
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+ ),
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+ supervised_keys=None,
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+ homepage="",
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+ citation=_CITATION,
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ """Returns SplitGenerators."""
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+ urls_to_download = {
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+ "train": f"{_URL}{_TRAINING_FILE}",
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+ }
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+ downloaded_files = dl_manager.download_and_extract(urls_to_download)
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+
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+ return [
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+ datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]}),
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+ ]
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+
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+ def _generate_examples(self, filepath):
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+ logger.info("⏳ Generating examples from = %s", filepath)
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+ with open(filepath, encoding="utf-8") as f:
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+ guid = 0
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+ tokens = []
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+ ner_tags = []
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+ for line in f:
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+ if line.startswith("-DOCSTART-") or line == "" or line == "\n":
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+ if tokens:
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+ yield guid, {
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+ "id": str(guid),
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+ "tokens": tokens,
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+ "ner_tags": ner_tags,
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+ }
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+ guid += 1
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+ tokens = []
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+ ner_tags = []
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+ else:
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+ # tokens are tab separated
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+ splits = line.split("\t")
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+ tokens.append(splits[0])
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+ try:
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+ ner_tags.append(splits[1].rstrip())
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+ except:
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+ print(splits)
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+ raise
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+ # last example
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+ yield guid, {
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+ "id": str(guid),
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+ "tokens": tokens,
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+ "ner_tags": ner_tags,
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+ }
sosialurin.faroese.ner.train.txt ADDED
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