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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 6 new columns ({'paper_a_id', 'ratio_class', 'paper_b_id', 'citations_b', 'citations_a', 'publication_month'}) and 15 missing columns ({'doi', 'year', 'publication_date', 'abstract_raw', 'authorships', 'openalex_id', 'title_raw', 'publication_year', 'title', 'abstract', 'reference', 'counts_by_year', 'author', 'venue', 'paper'}).
This happened while the json dataset builder was generating data using
hf://datasets/FlyPig23/paper-impact-data/construct_citations_dataset/construction_test/test_pairs.jsonl (at revision e688fdb2388615ae21177b8cf4f3d78037ace3c8)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
paper_a_id: string
paper_b_id: string
citations_a: int64
citations_b: int64
ratio_class: string
publication_month: string
label: int64
to
{'paper': Value('string'), 'venue': Value('string'), 'year': Value('string'), 'title': Value('string'), 'label': List(Value('string')), 'author': List(Value('string')), 'reference': List(Value('string')), 'abstract': Value('string'), 'title_raw': Value('string'), 'abstract_raw': Value('string'), 'openalex_id': Value('string'), 'counts_by_year': List({'year': Value('int64'), 'cited_by_count': Value('int64')}), 'publication_year': Value('int64'), 'publication_date': Value('timestamp[s]'), 'authorships': List({'author_position': Value('string'), 'author': {'id': Value('string'), 'display_name': Value('string'), 'orcid': Value('string')}, 'institutions': List({'id': Value('string'), 'display_name': Value('string'), 'ror': Value('string'), 'country_code': Value('string'), 'type': Value('string'), 'country_id': Value('string'), 'type_id': Value('string'), 'lineage': List(Value('string'))}), 'countries': List(Value('string')), 'country_ids': List(Value('string')), 'is_corresponding': Value('bool'), 'raw_author_name': Value('string'), 'raw_affiliation_strings': List(Value('string')), 'affiliations': List({'raw_affiliation_string': Value('string'), 'institution_ids': List(Value('string'))})}), 'doi': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1334, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 911, in stream_convert_to_parquet
builder._prepare_split(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 6 new columns ({'paper_a_id', 'ratio_class', 'paper_b_id', 'citations_b', 'citations_a', 'publication_month'}) and 15 missing columns ({'doi', 'year', 'publication_date', 'abstract_raw', 'authorships', 'openalex_id', 'title_raw', 'publication_year', 'title', 'abstract', 'reference', 'counts_by_year', 'author', 'venue', 'paper'}).
This happened while the json dataset builder was generating data using
hf://datasets/FlyPig23/paper-impact-data/construct_citations_dataset/construction_test/test_pairs.jsonl (at revision e688fdb2388615ae21177b8cf4f3d78037ace3c8)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
paper string | venue string | year string | title string | label list | author list | reference list | abstract string | title_raw string | abstract_raw string | openalex_id string | counts_by_year list | publication_year int64 | publication_date timestamp[us] | authorships list | doi string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1576830784 | 1163450153 | 2001 | diary in the sky a spatial audio display for a mobile calendar | [
"28490314",
"102894143",
"157968479",
"186967261",
"58489278"
] | [
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] | [
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] | we present a spatial audio display technique that overcomes the presentation rate bottleneck of traditional monaural audio displays ourcompact speech display works by encoding message semantics into the acoustic spatialisation in user testing this display facilitated better recall of events than a conventional small sc... | Diary in the Sky: A Spatial Audio Display for a Mobile Calendar | We present a spatial audio display technique that overcomes the presentation rate bottleneck of traditional monaural audio displays. Ourcompact speech display works by encoding message semantics into the acoustic spatialisation. In user testing, this display facilitated better recall of events than a conventional small... | https://openalex.org/W1576830784 | [
{
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},
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},
{
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},
{
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}
] | 2,001 | 2001-01-01T00:00:00 | [
{
"author_position": "first",
"author": {
"id": "https://openalex.org/A5022187962",
"display_name": "Ashley Marie Walker",
"orcid": null
},
"institutions": [
{
"id": "https://openalex.org/I7882870",
"display_name": "University of Glasgow",
"ror": "http... | https://doi.org/10.1007/978-1-4471-0353-0_33 |
2106016698 | 1163902177 | 2001 | deadlock detection prevention and avoidance for automated tool sharing systems | [
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... | automated tool sharing systems provide a technological response to the high cost of tools in flexible manufacturing systems these systems allow different machines to use the same tools by automatically transferring them from machine to machine as tooling needs evolve with these systems tool allocation is a real time is... | Deadlock detection, prevention, and avoidance for automated tool sharing systems | Automated tool sharing systems provide a technological response to the high cost of tools in flexible manufacturing systems. These systems allow different machines to use the same tools by automatically transferring them from machine to machine as tooling needs evolve. With these systems, tool allocation is a real-time... | https://openalex.org/W2106016698 | [
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{
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{
"yea... | 2,001 | 2001-06-01T00:00:00 | [
{
"author_position": "first",
"author": {
"id": "https://openalex.org/A5054372641",
"display_name": "Nagi Gebraeel",
"orcid": "https://orcid.org/0000-0001-7337-2401"
},
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{
"id": "https://openalex.org/I219193219",
"display_name": "Purdue Univer... | https://doi.org/10.1109/70.938390 |
2107854516 | 1188739475 | 2001 | using the web as a bilingual dictionary | [
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] | [
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] | we present a system for extracting an english translation of a given japanese technical term by collecting and scoring translation candidates from the web we first show that there are a lot of partially bilingual documents in the web that could be useful for term translation discovered by using a commercial technical t... | Using the web as a bilingual dictionary | We present a system for extracting an English translation of a given Japanese technical term by collecting and scoring translation candidates from the web. We first show that there are a lot of partially bilingual documents in the web that could be useful for term translation, discovered by using a commercial technical... | https://openalex.org/W2107854516 | [
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{
"yea... | 2,001 | 2001-01-01T00:00:00 | [
{
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"id": "https://openalex.org/A5100520423",
"display_name": "Masaaki Nagata",
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},
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"countries": [
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],
"country_ids": [
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],
"is_correspondin... | https://doi.org/10.3115/1118037.1118050 |
2912604981 | 1128132410 | 2001 | session details session 6a bdds and sat | [
"49774154",
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] | [
"2001625928",
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] | [] | Session details: Session 6A: BDDs and SAT | https://openalex.org/W2912604981 | [] | 2,001 | 2001-11-04T00:00:00 | [
{
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"author": {
"id": "https://openalex.org/A5050411743",
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},
"institutions": [
{
"id": "https://openalex.org/I141945490",
"display_name": "University of Br... | https://doi.org/10.5555/603095.3246004 | ||
2171676932 | 1173951661 | 2001 | corpus based np modifier generation | [
"81917197",
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] | [
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] | this paper describes how we annotated and analysed the np modifiers in a corpus of museum descriptions to discover rules for the selection and realisation of such modifiers in particular non referring ones we implemented the regularities into an extension of the ilex system to generate complex nps capable of serving mu... | Corpus-based NP modifier generation | This paper describes how we annotated and analysed the NP modifiers in a corpus of museum descriptions to discover rules for the selection and realisation of such modifiers, in particular non-referring ones. We implemented the regularities into an extension of the ILEX system to generate complex NPs capable of serving ... | https://openalex.org/W2171676932 | [
{
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},
{
"year": 2016,
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}
] | 2,001 | 2001-01-01T00:00:00 | [
{
"author_position": "first",
"author": {
"id": "https://openalex.org/A5102840416",
"display_name": "Hua Cheng",
"orcid": "https://orcid.org/0000-0003-1109-7832"
},
"institutions": [
{
"id": "https://openalex.org/I98677209",
"display_name": "University of Edin... | https://doi.org/10.3115/1073336.1073338 |
2171703895 | 1150208541 | 2001 | experiences with oasis a fault tolerant storage system | [
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] | the oasis distributed storage system is a reliable memory store for small scale computing clusters it is implemented entirely in memory using distributed shared memory dsm and was built to operate as a backbone service for a computing cluster that supports mobile workstations or remote clients needing fast access to st... | Experiences with Oasis+: a fault tolerant storage system | The Oasis+ distributed storage system is a reliable memory store for small scale computing clusters. It is implemented entirely in-memory using Distributed Shared Memory (DSM) and was built to operate as a backbone service for a computing cluster that supports mobile workstations or remote clients needing fast access t... | https://openalex.org/W2171703895 | [] | 2,001 | 2001-01-01T00:00:00 | [
{
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{
"id": "https://openalex.org/I103635307",
"display_name": "University of... | https://doi.org/10.1109/clustr.2001.959948 |
2069717895 | 1190910084 | 2001 | communication preserving protocols for secure function evaluation | [
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"2088492763"... | a secure function evaluation protocol allows two parties to jointly compute a function f x y of their inputs in a manner not leaking more information than necessary a major result in this field is any function f that can be computed using polynomial resources can be computed securely using polynomial resources where re... | Communication preserving protocols for secure function evaluation | A secure function evaluation protocol allows two parties to jointly compute a function f(x,y) of their inputs in a manner not leaking more information than necessary. A major result in this field is: “any function f that can be computed using polynomial resources can be computed securely using polynomial resourc... | https://openalex.org/W2069717895 | [
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{
"yea... | 2,001 | 2001-07-06T00:00:00 | [
{
"author_position": "first",
"author": {
"id": "https://openalex.org/A5002372704",
"display_name": "Moni Naor",
"orcid": "https://orcid.org/0000-0003-3381-0221"
},
"institutions": [
{
"id": "https://openalex.org/I53964585",
"display_name": "Weizmann Institute... | https://doi.org/10.1145/380752.380855 |
1569211637 | 1188739475 | 2001 | syntactic parsing as a step for automatically augmenting semantic lexicons | [
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] | this paper investigates how and to what extent the flexibility and robustness of a partial parser can be utilized to automatically extend existing semantic lexicons our work is based on the observation that members of a semantic group are often surrounded by other members of the same group in text given a few category ... | Syntactic Parsing as a Step for Automatically Augmenting Semantic Lexicons. | This paper investigates how, and to what extent the flexibility and robustness of a partial parser can be utilized to automatically extend existing semantic lexicons. Our work is based on the observation that members of a semantic group are often surrounded by other members of the same group in text. Given a few catego... | https://openalex.org/W1569211637 | [] | 2,001 | 2001-01-01T00:00:00 | [
{
"author_position": "first",
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},
"institutions": [
{
"id": "https://openalex.org/I881427289",
"display_name": "Univer... | null |
1540207844 | 2534597628 | 2001 | design and implementation of a predictive file prefetching algorithm | [
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"21... | we have previously shown that the patterns in which files are accessed offer information that can accurately predict upcoming file accesses most modern caches ignore these patterns thereby failing to use information that enables significant reductions in i o latency while prefetching heuristics that expect sequential a... | Design and Implementation of a Predictive File Prefetching Algorithm | We have previously shown that the patterns in which files are accessed offer information that can accurately predict upcoming file accesses. Most modern caches ignore these patterns, thereby failing to use information that enables significant reductions in I/O latency. While prefetching heuristics that expect sequentia... | https://openalex.org/W1540207844 | [
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{
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{
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"cited_by_count": 5
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{
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},
{
"yea... | 2,001 | 2001-06-25T00:00:00 | [
{
"author_position": "first",
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"id": "https://openalex.org/A5069643919",
"display_name": "Tom M. Kroeger",
"orcid": null
},
"institutions": [
{
"id": "https://openalex.org/I2738502077",
"display_name": "Nokia (Finland)",
"ror": "https://ror.... | null |
1815110991 | 1180662882 | 2001 | composite kernels for hypertext categorisation | [
"162215914",
"136764020",
"23123220"
] | [
"245171893",
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] | [] | Composite Kernels for Hypertext Categorisation | https://openalex.org/W1815110991 | [
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{
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{
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"cited_by_count": 4
},
{
"yea... | 2,001 | 2001-06-28T00:00:00 | [
{
"author_position": "first",
"author": {
"id": "https://openalex.org/A5014687727",
"display_name": "Thorsten Joachims",
"orcid": "https://orcid.org/0000-0003-3654-3683"
},
"institutions": [],
"countries": [],
"country_ids": [],
"is_corresponding": false,
"raw_autho... | null | ||
2146968264 | 1158167855 | 2001 | gait recognition using static activity specific parameters | [
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] | a gait recognition technique that recovers static body and stride parameters of subjects as they walk is presented this approach is an example of an activity specific biometric a method of extracting identifying properties of an individual or of an individual s behavior that is applicable only when a person is performi... | Gait recognition using static, activity-specific parameters | A gait-recognition technique that recovers static body and stride parameters of subjects as they walk is presented. This approach is an example of an activity-specific biometric: a method of extracting identifying properties of an individual or of an individual's behavior that is applicable only when a person is perfor... | https://openalex.org/W2146968264 | [
{
"year": 2024,
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},
{
"year": 2023,
"cited_by_count": 5
},
{
"year": 2022,
"cited_by_count": 9
},
{
"year": 2021,
"cited_by_count": 12
},
{
"year": 2020,
"cited_by_count": 14
},
{
"year": 2019,
"cited_by_count": 17
},
{
"... | 2,005 | 2005-08-25T00:00:00 | [
{
"author_position": "first",
"author": {
"id": "https://openalex.org/A5014205993",
"display_name": "Aaron Bobick",
"orcid": null
},
"institutions": [
{
"id": "https://openalex.org/I130701444",
"display_name": "Georgia Institute of Technology",
"ror": ... | https://doi.org/10.1109/cvpr.2001.990506 |
1988413457 | 1140684652 | 2001 | report on the third international workshop on web information and data management widm 2001 | [
"2522767166",
"1668388",
"91262260"
] | [
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2119225581 | 1164975091 | 2001 | combining single view recognition and multiple view stereo for architectural scenes | [
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"display_name": "Claire Ka‐Yan Hui",
"orcid": "https://orcid.org/0009-0004-9244-2654"
},
"institutions": [
{
"id": "https://openalex.org/I141568987",
"display_name": "Hong Kong... | https://doi.org/10.1109/rttas.2001.929871 |
2119276016 | 1163902177 | 2001 | design and analysis of a redundantly actuated parallel mechanism for rapid machining | [
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] | this paper describes the design construction and performance analysis of the eclipse a redundantly actuated six degree of freedom parallel mechanism intended for rapid machining the eclipse is a compact mechanism capable of performing five face machining in a single setup while retaining the advantages of high stiffnes... | Design and analysis of a redundantly actuated parallel mechanism for rapid machining | This paper describes the design, construction, and performance analysis of the Eclipse, a redundantly actuated six-degree-of-freedom parallel mechanism intended for rapid machining. The Eclipse is a compact mechanism capable of performing five-face machining in a single setup while retaining the advantages of high stif... | https://openalex.org/W2119276016 | [
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{
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{
"year": 2023,
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{
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{
"... | 2,001 | 2001-08-01T00:00:00 | [
{
"author_position": "first",
"author": {
"id": "https://openalex.org/A5100356559",
"display_name": "Jongwon Kim",
"orcid": "https://orcid.org/0000-0003-2519-6890"
},
"institutions": [
{
"id": "https://openalex.org/I139264467",
"display_name": "Seoul National ... | https://doi.org/10.1109/70.954755 |
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