dataset loading script attempt

link_synonyms-2018-thresh_10.csv

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link_synonyms-2018-thresh_20.csv

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link_synonyms-2018-thresh_5.csv

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requirements.txt

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+acme==1.21.0
+aiohttp==3.8.1
+aiosignal==1.2.0
+alabaster==0.7.12
+apparmor==3.0.3
+appdirs==1.4.4
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+argcomplete==1.12.3
+async-timeout==4.0.2
+attrs==21.2.0
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+beautifulsoup4==4.10.0
+bleach==3.3.0
+blessed==1.17.6
+blis==0.7.4
+Brlapi==0.8.3
+btrfsutil==5.15.1
+CacheControl==0.12.6
+catalogue==2.0.4
+certbot==1.21.0
+certbot-nginx==1.19.0
+certifi==2020.12.5
+cffi==1.15.0
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+charset-normalizer==2.0.9
+click==7.1.2
+click-completion==0.5.2
+cloudpickle==1.6.0
+colorama==0.4.4
+coloredlogs==15.0.1
+ConfigArgParse==1.5
+configobj==5.1.0.dev0
+contextlib2==0.6.0.post1
+coverage==5.5
+crcmod==1.7
+cryptography==35.0.0
+cycler==0.10.0
+cymem==2.0.5
+datasets==1.17.0
+defusedxml==0.7.1
+dill==0.3.4
+distlib==0.3.3
+distro==1.6.0
+dnspython==2.1.0
+docopt==0.6.2
+docutils==0.17.1
+dotty-dict==1.3.0
+emoji==1.6.1
+en-core-web-lg @ https://github.com/explosion/spacy-models/releases/download/en_core_web_lg-3.1.0/en_core_web_lg-3.1.0-py3-none-any.whl
+file-magic==0.4.0
+filelock==3.4.2
+flake8==3.9.2
+frozenlist==1.2.0
+fsspec==2021.11.1
+future==0.18.2
+gh-md-to-html==1.21.1
+Glances==3.2.1
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+gym==0.18.3
+halo==0.0.31
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+hjson==3.0.2
+html5lib==1.1
+httplib2==0.19.1
+huggingface-hub==0.2.1
+humanfriendly==10.0
+idna==2.10
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+img2pdf==0.4.1
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+isc==2.0
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+kaggle==1.5.12
+keyring==23.0.1
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+lazr.uri==1.0.5
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wiki-entity-similarity.csv

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wiki-entity-similarity.py

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+import datasets
+
+from dataclasses import dataclass
+import csv
+
+_DESCRIPTION = '''WES: Learning Semantic Similarity from 6M Names for 1M Entities'''
+_CITE = '''\
+@inproceedings{exr0n2022WES
+    author={Exr0n},
+    title={WES: Learning Semantic Similarity from 6M Names for 1M Entities},
+    year={2022}
+}
+'''
+
+@dataclass
+class WikiEntitySimilarityConfig(datasets.BuilderConfig):
+    """BuilderConfig for CSV."""
+    threshhold: int = None
+    path: str = None
+
+class WikiEntitySimilarity(datasets.GeneratorBasedBuilder):
+    """WES: Learning semantic similarity from 6M names for 1M entities"""
+    BUILDER_CONFIG_CLASS = WikiEntitySimilarityConfig
+    BUILDER_CONFIGS = [
+        WikiEntitySimilarityConfig(
+            name='2008thresh5',
+            description='min 5 inbound links, lowest quality',
+            threshhold=5,
+            path="https://huggingface.co/datasets/Exr0n/wiki-entity-similarity/resolve/main/link_synonyms-2018-thresh_5.csv"
+        ),
+        WikiEntitySimilarityConfig(
+            name='2008thresh10',
+            description='min 10 inbound links, medium quality',
+            threshhold=10,
+            path="https://huggingface.co/datasets/Exr0n/wiki-entity-similarity/resolve/main/link_synonyms-2018-thresh_10.csv"
+        ),
+        WikiEntitySimilarityConfig(
+            name='2008thresh20',
+            description='min 20 inbound links, high quality',
+            threshhold=20,
+            path="https://huggingface.co/datasets/Exr0n/wiki-entity-similarity/resolve/main/link_synonyms-2018-thresh_20.csv"
+        ),
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    'article': datasets.Value('string'),
+                    'link_text': datasets.Value('string'),
+                }
+            ),
+            citation=_CITE,
+            homepage="https://github.com/Exr0nProjects/wiki-entity-similarity",
+        )
+
+    def _split_generators(self, dl_manager):
+        filepath = dl_manager.download(self.config.path)
+        return [ datasets.SplitGenerator(name=datasets.Split.ALL,
+                                         gen_kwargs={ 'filepath': filepath }) ]
+
+    def _generate_examples(self, filepath):
+        with open(filepath, 'r') as rf:
+            reader = csv.DictReader(rf)
+            for i, row in enumerate(reader):
+                yield i, row