Convert dataset to Parquet (#6)

- Convert dataset to Parquet (98ee45b75b2cb1d467f3ba11b7fcb16c0ba0e10b)
- Delete loading script (2ca24aa853751f3c5c72576177e7e9c42db56c10)

README.md

@@ -45,8 +45,17 @@ dataset_info:
   - name: test
     num_bytes: 987712
     num_examples: 1750
-  download_size: 8556464
+  download_size: 2071007
   dataset_size: 9733172
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: validation
+    path: data/validation-*
+  - split: test
+    path: data/test-*
 train-eval-index:
 - config: default
   task: token-classification

acronym_identification.py

@@ -1,93 +0,0 @@
-# coding=utf-8
-# Copyright 2020 HuggingFace Datasets Authors.
-#
-# 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.
-
-# Lint as: python3
-import json
-
-import datasets
-
-
-_DESCRIPTION = """\
-Acronym identification training and development sets for the acronym identification task at SDU@AAAI-21.
-"""
-_HOMEPAGE_URL = "https://github.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI"
-_CITATION = """\
-@inproceedings{veyseh-et-al-2020-what,
-   title={{What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation}},
-   author={Amir Pouran Ben Veyseh and Franck Dernoncourt and Quan Hung Tran and Thien Huu Nguyen},
-   year={2020},
-   booktitle={Proceedings of COLING},
-   link={https://arxiv.org/pdf/2010.14678v1.pdf}
-}
-"""
-
-_TRAIN_URL = "https://raw.githubusercontent.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI/master/dataset/train.json"
-_VALID_URL = "https://raw.githubusercontent.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI/master/dataset/dev.json"
-_TEST_URL = "https://raw.githubusercontent.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI/master/dataset/test.json"
-
-
-class AcronymIdentification(datasets.GeneratorBasedBuilder):
-    VERSION = datasets.Version("1.0.0")
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "id": datasets.Value("string"),
-                    "tokens": datasets.Sequence(datasets.Value("string")),
-                    "labels": datasets.Sequence(
-                        datasets.ClassLabel(names=["B-long", "B-short", "I-long", "I-short", "O"])
-                    ),
-                },
-            ),
-            supervised_keys=None,
-            homepage=_HOMEPAGE_URL,
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        train_path = dl_manager.download_and_extract(_TRAIN_URL)
-        valid_path = dl_manager.download_and_extract(_VALID_URL)
-        test_path = dl_manager.download_and_extract(_TEST_URL)
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={"datapath": train_path, "datatype": "train"},
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                gen_kwargs={"datapath": valid_path, "datatype": "valid"},
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                gen_kwargs={"datapath": test_path, "datatype": "test"},
-            ),
-        ]
-
-    def _generate_examples(self, datapath, datatype):
-        with open(datapath, encoding="utf-8") as f:
-            data = json.load(f)
-
-        for sentence_counter, d in enumerate(data):
-            resp = {
-                "id": d["id"],
-                "tokens": d["tokens"],
-            }
-            if datatype != "test":
-                resp["labels"] = d["labels"]
-            else:
-                resp["labels"] = ["O"] * len(d["tokens"])
-            yield sentence_counter, resp

data/test-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36ea099f3d85fee1094dfcb67d54d1c695a1943e6ae0d88056b3f7bb697c6ad5
+size 206100

data/train-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb4abbdd5ef83e0debbc89e65b129aef90a28272beeafb5f97a98413480c2883
+size 1657991

data/validation-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:395e208ee3f995fd50665dcf25669c565d1014b38d1489914407320287198ab4
+size 206916