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Browse files- UBBDemo/ubb-endava-conll-assistant-ner-only-misc-v2-test.parquet +3 -0
- UBBDemo/ubb-endava-conll-assistant-ner-only-misc-v2-train.parquet +3 -0
- UBBDemo/ubb-endava-conll-assistant-ner-only-misc-v2-validation.parquet +3 -0
- test.txt +0 -0
- train.txt +0 -0
- ubb-endava-conll-assistant-ner-only-misc-v2.py +0 -130
- validation.txt +0 -0
UBBDemo/ubb-endava-conll-assistant-ner-only-misc-v2-test.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:38c7c76dc724d072de1436cc8b0963619fb8d69ca24c95231a11e54c236c63fb
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size 213283
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UBBDemo/ubb-endava-conll-assistant-ner-only-misc-v2-train.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a0e1a25bf939aedac9bb3c7bb198e614e9301b15d7e624f9753d66d174016c7
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size 711207
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UBBDemo/ubb-endava-conll-assistant-ner-only-misc-v2-validation.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:e9cc77708bd98ad452a41e9338a4b6fd926d088a684b90ebcf2d311d73866f06
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size 203214
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test.txt
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train.txt
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ubb-endava-conll-assistant-ner-only-misc-v2.py
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# coding=utf-8
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# Copyright 2020 HuggingFace Datasets Authors.
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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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# Lint as: python3
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import os
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import datasets
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logger = datasets.logging.get_logger(__name__)
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_CITATION = ""
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_DESCRIPTION = ""
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#_URL = "."
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_TRAINING_FILE = "train.txt"
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_DEV_FILE = "validation.txt"
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_TEST_FILE = "test.txt"
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class UBBDemoConfig(datasets.BuilderConfig):
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"""BuilderConfig for UBBDemo"""
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def __init__(self, **kwargs):
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"""BuilderConfig for UBBDemo.
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Args:
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**kwargs: keyword arguments forwarded to super.
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"""
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super(UBBDemoConfig, self).__init__(**kwargs)
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class UBBDemo(datasets.GeneratorBasedBuilder):
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"""UBBDemo dataset."""
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BUILDER_CONFIGS = [
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UBBDemoConfig(name="UBBDemo", version=datasets.Version("1.0.0"), description="UBBDemo dataset"),
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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=[
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"O",
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"B-PER",
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"I-PER",
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"B-ORG",
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"I-ORG",
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"B-LOC",
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"I-LOC",
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"B-MISC",
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"I-MISC",
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]
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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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def _split_generators(self, dl_manager):
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"""Returns SplitGenerators."""
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path = "./"
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data_files = {
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"train": os.path.join(path, _TRAINING_FILE),
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"validation": os.path.join(path, _DEV_FILE),
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"test": os.path.join(path, _TEST_FILE),
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}
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downloaded_file = dl_manager.download_and_extract(data_files)
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return [
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datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_file ["train"]}),
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datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_file ["validation"]}),
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datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_file ["test"]}),
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]
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def _generate_examples(self, filepath):
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print("I am here" + 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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# UBBDemo tokens are space separated
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splits = line.split(" ")
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tokens.append(splits[0])
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ner_tags.append(splits[3].rstrip())
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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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}
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validation.txt
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