Datasets:
Tasks:
Other
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10M - 100M
ArXiv:
Tags:
knowledge-base
License:
Commit
·
9157196
1
Parent(s):
3d1fe33
Convert dataset to Parquet (#1)
Browse files- Convert dataset to Parquet (623cb1688ac1db6682ece4c2f44c5d8a8b579939)
- Add open data files (50f05aca5331743829881cad8eebc99fdd4b5d1f)
- Delete loading script (8200d1c49d753c3d1f89b20dd6b62af5fe5034ac)
- Delete legacy dataset_infos.json (b22003ec2ea344c5aea879a41f566919b11266f2)
- README.md +16 -6
- ascent_kb.py +0 -147
- canonical/train-00000-of-00006.parquet +3 -0
- canonical/train-00001-of-00006.parquet +3 -0
- canonical/train-00002-of-00006.parquet +3 -0
- canonical/train-00003-of-00006.parquet +3 -0
- canonical/train-00004-of-00006.parquet +3 -0
- canonical/train-00005-of-00006.parquet +3 -0
- dataset_infos.json +0 -1
- open/train-00000-of-00006.parquet +3 -0
- open/train-00001-of-00006.parquet +3 -0
- open/train-00002-of-00006.parquet +3 -0
- open/train-00003-of-00006.parquet +3 -0
- open/train-00004-of-00006.parquet +3 -0
- open/train-00005-of-00006.parquet +3 -0
README.md
CHANGED
|
@@ -47,10 +47,10 @@ dataset_info:
|
|
| 47 |
dtype: string
|
| 48 |
splits:
|
| 49 |
- name: train
|
| 50 |
-
num_bytes:
|
| 51 |
num_examples: 8904060
|
| 52 |
-
download_size:
|
| 53 |
-
dataset_size:
|
| 54 |
- config_name: open
|
| 55 |
features:
|
| 56 |
- name: subject
|
|
@@ -77,10 +77,20 @@ dataset_info:
|
|
| 77 |
dtype: string
|
| 78 |
splits:
|
| 79 |
- name: train
|
| 80 |
-
num_bytes:
|
| 81 |
num_examples: 8904060
|
| 82 |
-
download_size:
|
| 83 |
-
dataset_size:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 84 |
---
|
| 85 |
|
| 86 |
# Dataset Card for Ascent KB
|
|
|
|
| 47 |
dtype: string
|
| 48 |
splits:
|
| 49 |
- name: train
|
| 50 |
+
num_bytes: 2976665740
|
| 51 |
num_examples: 8904060
|
| 52 |
+
download_size: 898478552
|
| 53 |
+
dataset_size: 2976665740
|
| 54 |
- config_name: open
|
| 55 |
features:
|
| 56 |
- name: subject
|
|
|
|
| 77 |
dtype: string
|
| 78 |
splits:
|
| 79 |
- name: train
|
| 80 |
+
num_bytes: 2882646222
|
| 81 |
num_examples: 8904060
|
| 82 |
+
download_size: 900156754
|
| 83 |
+
dataset_size: 2882646222
|
| 84 |
+
configs:
|
| 85 |
+
- config_name: canonical
|
| 86 |
+
data_files:
|
| 87 |
+
- split: train
|
| 88 |
+
path: canonical/train-*
|
| 89 |
+
default: true
|
| 90 |
+
- config_name: open
|
| 91 |
+
data_files:
|
| 92 |
+
- split: train
|
| 93 |
+
path: open/train-*
|
| 94 |
---
|
| 95 |
|
| 96 |
# Dataset Card for Ascent KB
|
ascent_kb.py
DELETED
|
@@ -1,147 +0,0 @@
|
|
| 1 |
-
# coding=utf-8
|
| 2 |
-
# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
|
| 3 |
-
#
|
| 4 |
-
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
-
# you may not use this file except in compliance with the License.
|
| 6 |
-
# You may obtain a copy of the License at
|
| 7 |
-
#
|
| 8 |
-
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
-
#
|
| 10 |
-
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
-
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
-
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
-
# See the License for the specific language governing permissions and
|
| 14 |
-
# limitations under the License.
|
| 15 |
-
"""Ascent KB: A Deep Commonsense Knowledge Base"""
|
| 16 |
-
|
| 17 |
-
import json
|
| 18 |
-
|
| 19 |
-
import datasets
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
_CITATION = """\
|
| 23 |
-
@InProceedings{nguyen2021www,
|
| 24 |
-
title={Advanced Semantics for Commonsense Knowledge Extraction},
|
| 25 |
-
author={Nguyen, Tuan-Phong and Razniewski, Simon and Weikum, Gerhard},
|
| 26 |
-
year={2021},
|
| 27 |
-
booktitle={The Web Conference 2021},
|
| 28 |
-
}
|
| 29 |
-
"""
|
| 30 |
-
|
| 31 |
-
_DESCRIPTION = """\
|
| 32 |
-
This dataset contains 8.9M commonsense assertions extracted by the Ascent pipeline (https://ascent.mpi-inf.mpg.de/).
|
| 33 |
-
"""
|
| 34 |
-
|
| 35 |
-
_HOMEPAGE = "https://ascent.mpi-inf.mpg.de/"
|
| 36 |
-
|
| 37 |
-
_LICENSE = "The Creative Commons Attribution 4.0 International License. https://creativecommons.org/licenses/by/4.0/"
|
| 38 |
-
|
| 39 |
-
# The HuggingFace dataset library don't host the datasets but only point to the original files
|
| 40 |
-
# This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
|
| 41 |
-
|
| 42 |
-
_URL = "https://nextcloud.mpi-klsb.mpg.de/index.php/s/dFLdTQHqiFrt3Q3/download"
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
# DONE: Name of the dataset usually match the script name with CamelCase instead of snake_case
|
| 46 |
-
class AscentKB(datasets.GeneratorBasedBuilder):
|
| 47 |
-
"""Ascent KB: A Deep Commonsense Knowledge Base. Version 1.0.0."""
|
| 48 |
-
|
| 49 |
-
VERSION = datasets.Version("1.0.0")
|
| 50 |
-
|
| 51 |
-
BUILDER_CONFIGS = [
|
| 52 |
-
datasets.BuilderConfig(
|
| 53 |
-
name="canonical",
|
| 54 |
-
version=VERSION,
|
| 55 |
-
description="This KB contains <arg1 ; rel ; arg2> \
|
| 56 |
-
assertions where relations are canonicalized based on ConceptNet relations.",
|
| 57 |
-
),
|
| 58 |
-
datasets.BuilderConfig(
|
| 59 |
-
name="open",
|
| 60 |
-
version=VERSION,
|
| 61 |
-
description="This KB contains open assertions of the form \
|
| 62 |
-
<subject ; predicate ; object> extracted directly from web contents.",
|
| 63 |
-
),
|
| 64 |
-
]
|
| 65 |
-
|
| 66 |
-
DEFAULT_CONFIG_NAME = "canonical"
|
| 67 |
-
|
| 68 |
-
def _info(self):
|
| 69 |
-
if self.config.name == "canonical":
|
| 70 |
-
features = datasets.Features(
|
| 71 |
-
{
|
| 72 |
-
"arg1": datasets.Value("string"),
|
| 73 |
-
"rel": datasets.Value("string"),
|
| 74 |
-
"arg2": datasets.Value("string"),
|
| 75 |
-
"support": datasets.Value("int64"),
|
| 76 |
-
"facets": [
|
| 77 |
-
{
|
| 78 |
-
"value": datasets.Value("string"),
|
| 79 |
-
"type": datasets.Value("string"),
|
| 80 |
-
"support": datasets.Value("int64"),
|
| 81 |
-
}
|
| 82 |
-
],
|
| 83 |
-
"source_sentences": [{"text": datasets.Value("string"), "source": datasets.Value("string")}],
|
| 84 |
-
}
|
| 85 |
-
)
|
| 86 |
-
else: # features for the "open" part
|
| 87 |
-
features = datasets.Features(
|
| 88 |
-
{
|
| 89 |
-
"subject": datasets.Value("string"),
|
| 90 |
-
"predicate": datasets.Value("string"),
|
| 91 |
-
"object": datasets.Value("string"),
|
| 92 |
-
"support": datasets.Value("int64"),
|
| 93 |
-
"facets": [
|
| 94 |
-
{
|
| 95 |
-
"value": datasets.Value("string"),
|
| 96 |
-
"type": datasets.Value("string"),
|
| 97 |
-
"support": datasets.Value("int64"),
|
| 98 |
-
}
|
| 99 |
-
],
|
| 100 |
-
"source_sentences": [{"text": datasets.Value("string"), "source": datasets.Value("string")}],
|
| 101 |
-
}
|
| 102 |
-
)
|
| 103 |
-
return datasets.DatasetInfo(
|
| 104 |
-
description=_DESCRIPTION,
|
| 105 |
-
features=features,
|
| 106 |
-
supervised_keys=None,
|
| 107 |
-
homepage=_HOMEPAGE,
|
| 108 |
-
license=_LICENSE,
|
| 109 |
-
citation=_CITATION,
|
| 110 |
-
)
|
| 111 |
-
|
| 112 |
-
def _split_generators(self, dl_manager):
|
| 113 |
-
"""Returns SplitGenerators."""
|
| 114 |
-
# my_urls = _URLs[self.config.name]
|
| 115 |
-
# data_file = dl_manager.download_and_extract(my_urls)
|
| 116 |
-
|
| 117 |
-
data_file = dl_manager.download_and_extract(_URL)
|
| 118 |
-
|
| 119 |
-
return [
|
| 120 |
-
datasets.SplitGenerator(
|
| 121 |
-
name=datasets.Split.TRAIN,
|
| 122 |
-
gen_kwargs={
|
| 123 |
-
"filepath": data_file,
|
| 124 |
-
"split": "train",
|
| 125 |
-
},
|
| 126 |
-
),
|
| 127 |
-
]
|
| 128 |
-
|
| 129 |
-
# method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
|
| 130 |
-
def _generate_examples(self, filepath, split):
|
| 131 |
-
"""Yields examples as (key, example) tuples."""
|
| 132 |
-
# This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
|
| 133 |
-
# The `key` is here for legacy reason (tfds) and is not important in itself.
|
| 134 |
-
|
| 135 |
-
with open(filepath, encoding="utf-8") as f:
|
| 136 |
-
for id_, row in enumerate(f):
|
| 137 |
-
data = json.loads(row)
|
| 138 |
-
if self.config.name == "canonical":
|
| 139 |
-
data.pop("subject")
|
| 140 |
-
data.pop("predicate")
|
| 141 |
-
data.pop("object")
|
| 142 |
-
yield id_, data
|
| 143 |
-
else: # "open"
|
| 144 |
-
data.pop("arg1")
|
| 145 |
-
data.pop("rel")
|
| 146 |
-
data.pop("arg2")
|
| 147 |
-
yield id_, data
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
canonical/train-00000-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dd97aa1bcb7808054a141a725bc0e141c79d21dd860182186141ebb0d0ada9d1
|
| 3 |
+
size 150253225
|
canonical/train-00001-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c0bee136e4edfd74f3a69d855c31fe75ff15bbd202f060c9d0bb61bebbd565a1
|
| 3 |
+
size 150167669
|
canonical/train-00002-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:77a6981079a42454ac3e1541c8642be2e6c8fed76d0e07aa3ee4f8e05b313cae
|
| 3 |
+
size 149005425
|
canonical/train-00003-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0aa575080c5e910e3b7a3163990adbfd44b951c3f5c5823182768ccf100b899b
|
| 3 |
+
size 150986419
|
canonical/train-00004-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8541744e2865942e73b4396b46e209f4c7045cb05d63f73d023e411f95bcbaef
|
| 3 |
+
size 149491427
|
canonical/train-00005-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:08f798cc54277cc0fb7d32d2e08855c58c2b856a839a068e0279b7dc905df8bd
|
| 3 |
+
size 148574387
|
dataset_infos.json
DELETED
|
@@ -1 +0,0 @@
|
|
| 1 |
-
{"canonical": {"description": "This dataset contains 8.9M commonsense assertions extracted by the Ascent pipeline (https://ascent.mpi-inf.mpg.de/).\n", "citation": "@InProceedings{nguyen2021www,\n title={Advanced Semantics for Commonsense Knowledge Extraction},\n author={Nguyen, Tuan-Phong and Razniewski, Simon and Weikum, Gerhard},\n year={2021},\n booktitle={The Web Conference 2021},\n}\n", "homepage": "https://ascent.mpi-inf.mpg.de/", "license": "The Creative Commons Attribution 4.0 International License. https://creativecommons.org/licenses/by/4.0/", "features": {"arg1": {"dtype": "string", "id": null, "_type": "Value"}, "rel": {"dtype": "string", "id": null, "_type": "Value"}, "arg2": {"dtype": "string", "id": null, "_type": "Value"}, "support": {"dtype": "int64", "id": null, "_type": "Value"}, "facets": [{"value": {"dtype": "string", "id": null, "_type": "Value"}, "type": {"dtype": "string", "id": null, "_type": "Value"}, "support": {"dtype": "int64", "id": null, "_type": "Value"}}], "source_sentences": [{"text": {"dtype": "string", "id": null, "_type": "Value"}, "source": {"dtype": "string", "id": null, "_type": "Value"}}]}, "post_processed": null, "supervised_keys": null, "builder_name": "ascent_kb", "config_name": "canonical", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2976697816, "num_examples": 8904060, "dataset_name": "ascent_kb"}}, "download_checksums": {"https://nextcloud.mpi-klsb.mpg.de/index.php/s/dFLdTQHqiFrt3Q3/download": {"num_bytes": 710727536, "checksum": "51fd88a07bca4fa48a9157dd1d93d9bac88ad2b38b5eae662d2cbfad47895016"}}, "download_size": 710727536, "post_processing_size": null, "dataset_size": 2976697816, "size_in_bytes": 3687425352}, "open": {"description": "This dataset contains 8.9M commonsense assertions extracted by the Ascent pipeline (https://ascent.mpi-inf.mpg.de/).\n", "citation": "@InProceedings{nguyen2021www,\n title={Advanced Semantics for Commonsense Knowledge Extraction},\n author={Nguyen, Tuan-Phong and Razniewski, Simon and Weikum, Gerhard},\n year={2021},\n booktitle={The Web Conference 2021},\n}\n", "homepage": "https://ascent.mpi-inf.mpg.de/", "license": "The Creative Commons Attribution 4.0 International License. https://creativecommons.org/licenses/by/4.0/", "features": {"subject": {"dtype": "string", "id": null, "_type": "Value"}, "predicate": {"dtype": "string", "id": null, "_type": "Value"}, "object": {"dtype": "string", "id": null, "_type": "Value"}, "support": {"dtype": "int64", "id": null, "_type": "Value"}, "facets": [{"value": {"dtype": "string", "id": null, "_type": "Value"}, "type": {"dtype": "string", "id": null, "_type": "Value"}, "support": {"dtype": "int64", "id": null, "_type": "Value"}}], "source_sentences": [{"text": {"dtype": "string", "id": null, "_type": "Value"}, "source": {"dtype": "string", "id": null, "_type": "Value"}}]}, "post_processed": null, "supervised_keys": null, "builder_name": "ascent_kb", "config_name": "open", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2882678298, "num_examples": 8904060, "dataset_name": "ascent_kb"}}, "download_checksums": {"https://nextcloud.mpi-klsb.mpg.de/index.php/s/dFLdTQHqiFrt3Q3/download": {"num_bytes": 710727536, "checksum": "51fd88a07bca4fa48a9157dd1d93d9bac88ad2b38b5eae662d2cbfad47895016"}}, "download_size": 710727536, "post_processing_size": null, "dataset_size": 2882678298, "size_in_bytes": 3593405834}}
|
|
|
|
|
|
open/train-00000-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f8a4226014ff897286a724014813d6002af213213f20fd47775b4849a40f40b6
|
| 3 |
+
size 150529519
|
open/train-00001-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:10aa60e2dcd6b210d1e7553222f7d1de7623db95827d31a93b715d6d5416021f
|
| 3 |
+
size 150431266
|
open/train-00002-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7ffe351b850fced8c7338ca6c0f6c14c557884708830e2d1179b5fa968ba213e
|
| 3 |
+
size 149313188
|
open/train-00003-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7c9b61c964606a0e05e16ad39d1d27ab83ad5dfb57a39ec3f0cdd11523344213
|
| 3 |
+
size 151245670
|
open/train-00004-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a8ad9dc7ce124ef03e35e712b6c1d9c9eaccd54e388f0763e4c709f675c0db5c
|
| 3 |
+
size 149777060
|
open/train-00005-of-00006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7fc4b35c9e6ea598218a4c7c63d92fbed047f15f4c5d654780856134fa527883
|
| 3 |
+
size 148860051
|