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Error code: DatasetGenerationError Exception: ArrowNotImplementedError Message: Cannot write struct type 'metadata' with no child field to Parquet. Consider adding a dummy child field. Traceback: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single writer.write_table(table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 583, in write_table self._build_writer(inferred_schema=pa_table.schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 404, in _build_writer self.pa_writer = self._WRITER_CLASS(self.stream, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/parquet/core.py", line 1010, in __init__ self.writer = _parquet.ParquetWriter( File "pyarrow/_parquet.pyx", line 2157, in pyarrow._parquet.ParquetWriter.__cinit__ File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'metadata' with no child field to Parquet. Consider adding a dummy child field. During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2027, in _prepare_split_single num_examples, num_bytes = writer.finalize() File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 602, in finalize self._build_writer(self.schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 404, in _build_writer self.pa_writer = self._WRITER_CLASS(self.stream, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/parquet/core.py", line 1010, in __init__ self.writer = _parquet.ParquetWriter( File "pyarrow/_parquet.pyx", line 2157, in pyarrow._parquet.ParquetWriter.__cinit__ File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status pyarrow.lib.ArrowNotImplementedError: Cannot write struct type 'metadata' with no child field to Parquet. Consider adding a dummy child field. The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1529, in compute_config_parquet_and_info_response parquet_operations = convert_to_parquet(builder) File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1154, in convert_to_parquet builder.download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare self._download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare self._prepare_split(split_generator, **prepare_split_kwargs) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split for job_id, done, content in self._prepare_split_single( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2038, in _prepare_split_single raise DatasetGenerationError("An error occurred while generating the dataset") from e datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset
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_id
string | text
string | metadata
dict |
---|---|---|
1185869 | )what was the immediate impact of the success of the manhattan project? | {} |
1185868 | _________ justice is designed to repair the harm to victim, the community and the offender caused by the offender criminal act. question 19 options: | {} |
597651 | what color is amber urine | {} |
403613 | is autoimmune hepatitis a bile acid synthesis disorder | {} |
1183785 | elegxo meaning | {} |
312651 | how much does an average person make for tutoring | {} |
80385 | can you use a calculator on the compass test | {} |
645590 | what does physical medicine do | {} |
645337 | what does pending mean on listing | {} |
186154 | feeding rice cereal how many times per day | {} |
457407 | most dependable affordable cars | {} |
441383 | lithophile definition | {} |
683408 | what is a flail chest | {} |
1164799 | what causes ear infection in adults | {} |
484187 | put yourself on child support in texas | {} |
460668 | mushrooms health benefits | {} |
666321 | what happens in a wrist sprain | {} |
182487 | example of culture &sensitivity results | {} |
564233 | what are rhetorical topics | {} |
455279 | mode of acquisition | {} |
208108 | how beautiful on the mountain are the feet | {} |
733739 | what is considered early fall | {} |
1164798 | what causes elevated nitrate levels in aquariums | {} |
402608 | is an independent contractor hired by a company entitled to the same non-compete as a normal employee | {} |
443797 | lyme disease symptoms mood | {} |
662502 | what forms the epineurium | {} |
1184679 | an alpha helix is an example of which protein structure? | {} |
14562 | aggregate demand curve | {} |
602162 | what county is ackley iowa in | {} |
545059 | weather in medellin, colombia | {} |
708236 | what is adiabatic? | {} |
310130 | how much does a lipid panel cost | {} |
693161 | what is a nrr noise reduction rating mean | {} |
186617 | fibroid symptoms after menopause | {} |
573027 | what are the requirements for neurologist | {} |
1173772 | meaning of ..bann.. | {} |
541973 | watts & browning engineers | {} |
273090 | how long was jack denison dorothy dandridge married | {} |
441269 | literal define | {} |
642237 | what does lease to purchase on car mean? | {} |
503515 | steering define | {} |
637443 | what does fb mean on a ring | {} |
1164796 | what causes elevation in ast (sgot) | {} |
749988 | what is garlic used for | {} |
135841 | definition of legal term injunctive relief | {} |
295446 | how many seconds should check for breathing | {} |
653051 | what does the term bar none mean | {} |
691147 | what is a mini whoodle | {} |
410621 | is frida kahlo mexican | {} |
1164795 | what causes everything to taste sugary | {} |
598443 | what color is venus planet | {} |
596451 | what class lever is a nutcracker | {} |
651441 | what does the name halima mean | {} |
452286 | meds that can cause irregular heartbeat | {} |
308543 | how much does a ballet dancer make | {} |
202126 | highest enlisted marine female | {} |
114820 | cyrillic alphabet definition | {} |
501778 | spousal roth ira contribution after age 70 | {} |
531029 | typical retirement fers | {} |
651110 | what does the name asia mean | {} |
594127 | what cell type is responsible for producing current? | {} |
1164794 | what causes excel file corruption | {} |
396032 | infrax system | {} |
705580 | what is a virtual interface | {} |
658203 | what ethnicity is darren criss' mom? | {} |
387734 | how was the esperanza fire started | {} |
655102 | what does whistling dixie mean | {} |
224712 | how does a bump key work | {} |
411732 | is gwen stefani italian | {} |
1164793 | what causes exhaust hanger to fail | {} |
605902 | what county is fine ny in | {} |
581014 | what can cause a metallic smell | {} |
559240 | what are garlic supplements good for | {} |
608711 | what county is lochbuie co in | {} |
535936 | vde definition | {} |
130335 | definition chemical | {} |
147535 | difference between hep b and c | {} |
1164792 | what causes extreme swelling in just one leg? | {} |
595576 | what citation is used for outside sources | {} |
569308 | what are the drugs used for moderate sedation | {} |
753706 | what is hardie plank | {} |
627871 | what does ISF mean fluid do | {} |
673608 | what is a affidavit of support | {} |
510071 | syracuse minor league baseball | {} |
113839 | current fuel price in delhi | {} |
1164791 | what causes eyelid itching and swelling | {} |
460953 | myers-briggs personality test what do the letters stand for | {} |
685235 | what is a good home remedy for hemorrhoids | {} |
650643 | what does the last name spratt mean | {} |
1183784 | element al | {} |
1164790 | what causes feelings of detachment from reality, | {} |
96740 | concrete walkway cost per square foot | {} |
26666 | armistead meaning | {} |
490046 | ross cameron age | {} |
485823 | reasons why nuclear power is bad | {} |
635632 | what does dealer invoice price mean | {} |
534505 | use pi as wired vpn router | {} |
498612 | singular noun definition for kids | {} |
85453 | causes of back pain in female for a week | {} |
493122 | savannah georgia average yearly weather | {} |
End of preview.
YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/datasets-cards)
Data Description
- Homepage: https://github.com/KID-22/Cocktail
- Repository: https://github.com/KID-22/Cocktail
- Paper: [Needs More Information]
Dataset Summary
All the 16 benchmarked datasets in Cocktail are listed in the following table.
Dataset | Raw Website | Cocktail Website | Cocktail-Name | md5 for Processed Data | Domain | Relevancy | # Test Query | # Corpus |
---|---|---|---|---|---|---|---|---|
MS MARCO | Homepage | Homepage | msmarco |
985926f3e906fadf0dc6249f23ed850f |
Misc. | Binary | 6,979 | 542,203 |
DL19 | Homepage | Homepage | dl19 |
d652af47ec0e844af43109c0acf50b74 |
Misc. | Binary | 43 | 542,203 |
DL20 | Homepage | Homepage | dl20 |
3afc48141dce3405ede2b6b937c65036 |
Misc. | Binary | 54 | 542,203 |
TREC-COVID | Homepage | Homepage | trec-covid |
1e1e2264b623d9cb7cb50df8141bd535 |
Bio-Medical | 3-level | 50 | 128,585 |
NFCorpus | Homepage | Homepage | nfcorpus |
695327760647984c5014d64b2fee8de0 |
Bio-Medical | 3-level | 323 | 3,633 |
NQ | Homepage | Homepage | nq |
a10bfe33efdec54aafcc974ac989c338 |
Wikipedia | Binary | 3,446 | 104,194 |
HotpotQA | Homepage | Homepage | hotpotqa |
74467760fff8bf8fbdadd5094bf9dd7b |
Wikipedia | Binary | 7,405 | 111,107 |
FiQA-2018 | Homepage | Homepage | fiqa |
4e1e688539b0622630fb6e65d39d26fa |
Finance | Binary | 648 | 57,450 |
TouchΓ©-2020 | Homepage | Homepage | webis-touche2020 |
d58ec465ccd567d8f75edb419b0faaed |
Misc. | 3-level | 49 | 101,922 |
CQADupStack | Homepage | Homepage | cqadupstack |
d48d963bc72689c765f381f04fc26f8b |
StackEx. | Binary | 1,563 | 39,962 |
DBPedia | Homepage | Homepage | dbpedia-entity |
43292f4f1a1927e2e323a4a7fa165fc1 |
Wikipedia | 3-level | 400 | 145,037 |
SCIDOCS | Homepage | Homepage | scidocs |
4058c0915594ab34e9b2b67f885c595f |
Scientific | Binary | 1,000 | 25,259 |
FEVER | Homepage | Homepage | fever |
98b631887d8c38772463e9633c477c69 |
Wikipedia | Binary | 6,666 | 114,529 |
Climate-FEVER | Homepage | Homepage | climate-fever |
5734d6ac34f24f5da496b27e04ff991a |
Wikipedia | Binary | 1,535 | 101,339 |
SciFact | Homepage | Homepage | scifact |
b5b8e24ccad98c9ca959061af14bf833 |
Scientific | Binary | 300 | 5,183 |
NQ-UTD | Homepage | Homepage | nq-utd |
2e12e66393829cd4be715718f99d2436 |
Misc. | 3-level | 80 | 800 |
Dataset Structure
.
βββ corpus # * documents
β βββ human.jsonl # * human-written corpus
β βββ llama-2-7b-chat-tmp0.2.jsonl # * llm-generated corpus
βββ qrels
β βββ test.tsv # * relevance for queries
βββ queries.jsonl # * quereis
All Cocktail datasets must contain a humman-written corpus, a LLM-generated corpus, queries and qrels. They must be in the following format:
corpus
: a.jsonl
file (jsonlines) that contains a list of dictionaries, each with three fields_id
with unique document identifier,title
with document title (optional) andtext
with document paragraph or passage. For example:{"_id": "doc1", "title": "title", "text": "text"}
queries
file: a.jsonl
file (jsonlines) that contains a list of dictionaries, each with two fields_id
with unique query identifier andtext
with query text. For example:{"_id": "q1", "text": "q1_text"}
qrels
file: a.tsv
file (tab-seperated) that contains three columns, i.e. thequery-id
,corpus-id
andscore
in this order. Keep 1st row as header. For example:q1 doc1 1
Cite as:
@article{cocktail,
title={Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration},
author={Dai, Sunhao and Liu, Weihao and Zhou, Yuqi and Pang, Liang and Ruan, Rongju and Wang, Gang and Dong, Zhenhua and Xu, Jun and Wen, Ji-Rong},
journal={Findings of the Association for Computational Linguistics: ACL 2024},
year={2024}
}
@article{dai2024neural,
title={Neural Retrievers are Biased Towards LLM-Generated Content},
author={Dai, Sunhao and Zhou, Yuqi and Pang, Liang and Liu, Weihao and Hu, Xiaolin and Liu, Yong and Zhang, Xiao and Wang, Gang and Xu, Jun},
journal={Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
year={2024}
}
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