Convert dataset to Parquet (#3)

- Convert dataset to Parquet (1355b881c8142fdbcc9d158569fd86ef1d167c45)
- Add omcs_sentences_free data files (93f11e33fcb65ceed2ecc28d1973896b2054af1d)
- Add omcs_sentences_more data files (4464dc4f967eb7c7470a336ba86f19a428f7c1c7)
- Delete loading script (9092df33df40904f997cdb38f952af66817e620e)

README.md

@@ -31,6 +31,10 @@ task_ids:
 - multi-class-classification
 paperswithcode_id: conceptnet
 pretty_name: Conceptnet5
+config_names:
+- conceptnet5
+- omcs_sentences_free
+- omcs_sentences_more
 dataset_info:
 - config_name: conceptnet5
   features:
@@ -52,10 +56,10 @@ dataset_info:
     dtype: float32
   splits:
   - name: train
-    num_bytes: 11493868180
+    num_bytes: 11493772756
     num_examples: 34074917
-  download_size: 497963447
-  dataset_size: 11493868180
+  download_size: 1280623369
+  dataset_size: 11493772756
 - config_name: omcs_sentences_free
   features:
   - name: sentence
@@ -66,10 +70,10 @@ dataset_info:
     dtype: string
   splits:
   - name: train
-    num_bytes: 174811310
+    num_bytes: 174810230
     num_examples: 898160
-  download_size: 104247648
-  dataset_size: 174811310
+  download_size: 72941617
+  dataset_size: 174810230
 - config_name: omcs_sentences_more
   features:
   - name: sentence
@@ -80,14 +84,24 @@ dataset_info:
     dtype: string
   splits:
   - name: train
-    num_bytes: 341424279
+    num_bytes: 341421867
     num_examples: 2001735
-  download_size: 209776958
-  dataset_size: 341424279
-config_names:
-- conceptnet5
-- omcs_sentences_free
-- omcs_sentences_more
+  download_size: 129630544
+  dataset_size: 341421867
+configs:
+- config_name: conceptnet5
+  data_files:
+  - split: train
+    path: conceptnet5/train-*
+  default: true
+- config_name: omcs_sentences_free
+  data_files:
+  - split: train
+    path: omcs_sentences_free/train-*
+- config_name: omcs_sentences_more
+  data_files:
+  - split: train
+    path: omcs_sentences_more/train-*
 ---
 
 # Dataset Card for Conceptnet5

conceptnet5.py

@@ -1,194 +0,0 @@
-# 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.
-"""Conceptnet 5.7.0 and OMCSNet raw data"""
-
-
-import json
-
-import datasets
-
-
-# Find for instance the citation on arxiv or on the dataset repo/website
-_CITATION = """\
-Robyn Speer, Joshua Chin, and Catherine Havasi. 2017. "ConceptNet 5.5: An Open Multilingual Graph of General Knowledge." In proceedings of AAAI 31.
-}
-"""
-
-# You can copy an official description
-_DESCRIPTION = """This dataset is designed to provide training data
-for common sense relationships pulls together from various sources.
-
-The dataset is multi-lingual. See langauge codes and language info
-here: https://github.com/commonsense/conceptnet5/wiki/Languages
-
-
-This dataset provides an interface for the conceptnet5 csv file, and
-some (but not all) of the raw text data used to build conceptnet5:
-omcsnet_sentences_free.txt, and omcsnet_sentences_more.txt.
-
-One use of this dataset would be to learn to extract the conceptnet
-relationship from the omcsnet sentences.
-
-Conceptnet5 has 34,074,917 relationships. Of those relationships,
-there are 2,176,099 surface text sentences related to those 2M
-entries.
-
-omcsnet_sentences_free has 898,161 lines. omcsnet_sentences_more has
-2,001,736 lines.
-
-Original downloads are available here
-https://github.com/commonsense/conceptnet5/wiki/Downloads. For more
-information, see: https://github.com/commonsense/conceptnet5/wiki
-
-The omcsnet data comes with the following warning from the authors of
-the above site: Remember: this data comes from various forms of
-crowdsourcing. Sentences in these files are not necessarily true,
-useful, or appropriate.
-
-"""
-
-
-_LICENSE = """
-This work includes data from ConceptNet 5, which was compiled by the
-Commonsense Computing Initiative. ConceptNet 5 is freely available under
-the Creative Commons Attribution-ShareAlike license (CC BY SA 3.0) from
-http://conceptnet.io.
-
-The included data was created by contributors to Commonsense Computing
-projects, contributors to Wikimedia projects, DBPedia, OpenCyc, Games
-with a Purpose, Princeton University's WordNet, Francis Bond's Open
-Multilingual WordNet, and Jim Breen's JMDict.
-
-There are various othe licenses. See:
-https://github.com/commonsense/conceptnet5/wiki/Copying-and-sharing-ConceptNet
-"""
-
-_URLs = {
-    "conceptnet5": "https://s3.amazonaws.com/conceptnet/downloads/2019/edges/conceptnet-assertions-5.7.0.csv.gz",
-    "omcs_sentences_free": "https://s3.amazonaws.com/conceptnet/downloads/2018/omcs-sentences-free.txt",
-    "omcs_sentences_more": "https://s3.amazonaws.com/conceptnet/downloads/2018/omcs-sentences-more.txt",
-}
-
-
-class Conceptnet5(datasets.GeneratorBasedBuilder):
-    """Conceptnet5 dataset for common sense graphs and underlying sentences."""
-
-    VERSION = datasets.Version("0.1.0")
-
-    BUILDER_CONFIGS = [
-        datasets.BuilderConfig(
-            name="conceptnet5", description="The relationships defined by conceptnet5", version="5.7.0"
-        ),
-        datasets.BuilderConfig(name="omcs_sentences_free", description="OMCSNet free form text", version="5.7.0"),
-        datasets.BuilderConfig(
-            name="omcs_sentences_more",
-            description="OMCSNet free form text, and text from templates, games, responses to questions, and so on",
-            version="5.7.0",
-        ),
-    ]
-
-    DEFAULT_CONFIG_NAME = "conceptnet5"
-
-    def _info(self):
-        if self.config.name == "conceptnet5":
-            features = datasets.Features(
-                {
-                    "sentence": datasets.Value("string"),
-                    "full_rel": datasets.Value("string"),
-                    "rel": datasets.Value("string"),
-                    "arg1": datasets.Value("string"),
-                    "arg2": datasets.Value("string"),
-                    "lang": datasets.Value("string"),
-                    "extra_info": datasets.Value("string"),
-                    "weight": datasets.Value("float"),
-                }
-            )
-        else:
-            features = datasets.Features(
-                {
-                    "sentence": datasets.Value("string"),
-                    "raw_data": datasets.Value("string"),
-                    "lang": datasets.Value("string"),
-                }
-            )
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=features,
-            supervised_keys=None,
-            homepage="https://github.com/commonsense/conceptnet5/wiki",
-            license=_LICENSE,
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        my_urls = _URLs[self.config.name]
-        data_dir = dl_manager.download_and_extract(my_urls)
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={
-                    "filepath": data_dir,
-                    "split": "train",
-                },
-            ),
-        ]
-
-    def _generate_examples(self, filepath, split):
-        """Yields examples from the conceptnet5 graph if the config is 'conceptnet5', otherwise yields the sentences for omcs."""
-
-        with open(filepath, "rb") as f:
-            for id_, row in enumerate(f):
-                if self.config.name == "conceptnet5":
-                    row = row.split(b"\t")
-                    s = row[4]
-                    data = json.loads(s)
-                    lang1 = row[2].split(b"/")[2].decode("utf-8")
-                    lang2 = row[3].split(b"/")[2].decode("utf-8")
-                    if lang1 == lang2:
-                        lang = lang1
-                    else:
-                        lang = lang1 + "/" + lang2
-                    if "surfaceText" in data:
-                        sentence = data["surfaceText"].strip()
-                    else:
-                        sentence = ""
-                    if b"weight" in data:
-                        weight = float(data[b"weight"])
-                    else:
-                        weight = 1.0
-                    yield id_, {
-                        "sentence": sentence,
-                        "full_rel": row[0].decode("utf-8"),
-                        "rel": row[1].decode("utf-8"),
-                        "arg1": row[2].decode("utf-8"),
-                        "arg2": row[3].decode("utf-8"),
-                        "lang": lang,
-                        "extra_info": row[4].decode("utf-8"),
-                        "weight": weight,
-                    }
-                else:
-                    row = row.decode("utf-8").strip()
-                    data = row.split("\t")
-                    if len(data) > 1:
-                        sentence = data[1]
-                        lang = data[4]
-                    else:
-                        continue
-                    yield id_, {
-                        "raw_data": row,
-                        "sentence": sentence,
-                        "lang": lang,
-                    }

conceptnet5/train-00000-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e9b2067e4cd5ab9b0adf69aac2360aa662ca13152a15ca3f4e06b6e3c8d1af6
+size 68723520

conceptnet5/train-00001-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14333c6c2cb2e752d12a7af391fa2900fcf949a84899f0a31315dc965ffb3569
+size 54587972

conceptnet5/train-00002-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a2bfe1a51bcea66f86c39c6388af3d94fe7b932ad67c7d3f8f12d444ef4814c
+size 57123740

conceptnet5/train-00003-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c052307def5f9432a169f253733e7c3ad9d68d7784db5934f2ad0513d488284
+size 49892945

conceptnet5/train-00004-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4007e6b90735643379812510675fcd7890e584b3fea5f804fc64325c1a45c7bb
+size 46466451

conceptnet5/train-00005-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f24c891e9b53eb8434b8ee3ba0de57e47c4759f37a0c2d95d71dfd26f772c54d
+size 52857064

conceptnet5/train-00006-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6efc95a549315a8de3d3d2f93c753897d5ad43100af77498058b1f78baa27e6b
+size 50854896

conceptnet5/train-00007-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c0f332e48dc788bb16bc803df3a3d4e13baad3138b86132f9795cc9762c8cd2
+size 54884758

conceptnet5/train-00008-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:965e9c60f499cccc57e37ba21a637d2396ff26a5a24e8537ca5b0e8c484504af
+size 45063269

conceptnet5/train-00009-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bafcc5d228dbbe1b2afd2c6db48492b2bebc33ecbdb0abc03dda3ec439486a8c
+size 34027100

conceptnet5/train-00010-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dea19f45b3e483176e33c46c0d8f1e6b8cc3b6415752637314f2578718c6655b
+size 41145706

conceptnet5/train-00011-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:698cc67c5cb1a5efbbfd2b79d9c7275c0f7c9071d3b05d8189c55fbdec9aa079
+size 83339221

conceptnet5/train-00012-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1729f9e617dc184f7622e791aae84f3c80e68fa563b2e57e2f589b027ef59ca
+size 47567897

conceptnet5/train-00013-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d4b1f87f934cd95e663d44c686d8f084c043461311eae9995e160ec6de46ba0
+size 48384045

conceptnet5/train-00014-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a61ce97a00f559d02a325d513053b3661048d1d58701232cb4a2c62abd55afa
+size 40074985

conceptnet5/train-00015-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9eb0933610ec423467860c2c753b79e4a4ecd7eaa3179bd6f9e3338aca05de77
+size 37353940

conceptnet5/train-00016-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4130852bf2282d2b7856690a58a79b318dbf2b0cc1e6a35717d6555ddf0437f1
+size 47039264

conceptnet5/train-00017-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a16231f6c735a0326a2cc2dc12e2ecceab0a07dca7499ae3ada15252c40d9df1
+size 45952560

conceptnet5/train-00018-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1345c2e93c71a9813e2641d13406809192c87351e566b29a902b74967fae7f7
+size 62123402

conceptnet5/train-00019-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fb032495085bcd6ccc19a8c3409506f08aa8c8fb3a7dcd6b78c43656a77a6ff
+size 62521900

conceptnet5/train-00020-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b69953643fed134e2f57e2704aa119d3f459f5f337370fea258722e832b43d0
+size 85988596

conceptnet5/train-00021-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b4450264a918a81b5fd2b27dfafb9a4161fdd9486be3315282566e3678f3efc
+size 73439279

conceptnet5/train-00022-of-00023.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be4ef98327a84cd15c402aded97ca8eb8ba0cda6543b3d27747fa242f024fbba
+size 91210859

omcs_sentences_free/train-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37b6a4a4642076a9c705cee74914c8523d0cb4d018ece8815d520c7a44e88558
+size 72941617

omcs_sentences_more/train-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:095f36420b7889846c36b5527b7df8180eb76a1bdd3e50b3cb00873a5eecfe6e
+size 129630544