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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 5 new columns ({'orthographic noise', 'semantic noise', 'datatype noise', 'supportive noise', 'illegal sentence noise'}) and 2 missing columns ({'keywords', 'background'}).
This happened while the json dataset builder was generating data using
hf://datasets/Jinyang23/NoiserBench/multi-hop/explicit/2wikimqa.json (at revision 37d603f42f4e983b6d1d29f6561f1b45e75c09b3)
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: int64
question: string
gold_answers: list<item: string>
child 0, item: string
gold_text: string
counterfactual answer: string
counterfactual answer2: string
counterfactual noise: string
counterfactual noise2: string
supportive noise: list<item: struct<id: int64, text: string, title: string>>
child 0, item: struct<id: int64, text: string, title: string>
child 0, id: int64
child 1, text: string
child 2, title: string
orthographic noise: struct<0.01: string, 0.05: string, 0.1: string, 0.2: string, 0.3: string, 0.4: string, 0.5: string, 0.6: string, 0.7: string, 0.8: string>
child 0, 0.01: string
child 1, 0.05: string
child 2, 0.1: string
child 3, 0.2: string
child 4, 0.3: string
child 5, 0.4: string
child 6, 0.5: string
child 7, 0.6: string
child 8, 0.7: string
child 9, 0.8: string
semantic noise: list<item: struct<id: int64, text: string, title: string>>
child 0, item: struct<id: int64, text: string, title: string>
child 0, id: int64
child 1, text: string
child 2, title: string
datatype noise: list<item: string>
child 0, item: string
illegal sentence noise: list<item: struct<id: int64, text: string>>
child 0, item: struct<id: int64, text: string>
child 0, id: int64
child 1, text: string
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 1859
to
{'id': Value(dtype='int64', id=None), 'question': Value(dtype='string', id=None), 'keywords': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'gold_answers': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'gold_text': Value(dtype='string', id=None), 'background': {'': Value(dtype='string', id=None), '"Gone with the Wind"': Value(dtype='string', id=None), '"Moonlight Sonata"': Value(dtype='string', id=None), '"On the Origin of Species"': Value(dtype='string', id=None), '"The Great Gatsby"': Value(dtype='string', id=None), '"War and Peace"': Value(dtype='string', id=None), '## \n Beatles': Value(dtype='string', id=None), '$1 billion': Value(dtype='string', id=None), '100 decibels': Value(dtype='string', id=None), '1066 AD': Value(dtype='string', id=None), '1492': Value(dtype='string', id=None), '14th century': Value(dtype='string', id=None), '15th century': Value(dtype='string', id=None), '16th century': Value(dtype='string', id=None), '16th-century literature': Value(dtype='string', id=None), '17th century': Value(dtype='string', id=None), '1820': Value(dtype='string', id=None), '18th century': Value(dtype='string', id=None), '18th century novels': Value(dtype='string', id=None), '1923 film': Value(dtype='string', id=None), '1938': Value(dtype='string', id=None), '1945': Value(dtype='string', id=None), '1948 Summer Olympics': Value(dtype='string', id=None), '1972': Value(dtype='string', id=None), '1980 FIFA World Cup': Value(dtype=
...
er': Value(dtype='string', id=None), 'vacuum tubes': Value(dtype='string', id=None), 'vary on different planets': Value(dtype='string', id=None), 'victory over Brazil': Value(dtype='string', id=None), 'walk on Mars': Value(dtype='string', id=None), 'water as fuel': Value(dtype='string', id=None), 'weather balloons': Value(dtype='string', id=None), 'websites': Value(dtype='string', id=None), 'weight of a thought': Value(dtype='string', id=None), 'whales migrate': Value(dtype='string', id=None), 'wings': Value(dtype='string', id=None), 'wings of a tomato': Value(dtype='string', id=None), 'winter': Value(dtype='string', id=None), 'without electricity': Value(dtype='string', id=None), 'without equipment': Value(dtype='string', id=None), 'without landing in water': Value(dtype='string', id=None), 'wood': Value(dtype='string', id=None), 'wooden logs': Value(dtype='string', id=None), 'works of Galileo': Value(dtype='string', id=None), 'write novels': Value(dtype='string', id=None), 'writing': Value(dtype='string', id=None), 'writing style': Value(dtype='string', id=None), 'year': Value(dtype='string', id=None), 'year 1776': Value(dtype='string', id=None), 'year 2000': Value(dtype='string', id=None), 'zero-gravity environment': Value(dtype='string', id=None)}, 'counterfactual answer': Value(dtype='string', id=None), 'counterfactual answer2': Value(dtype='string', id=None), 'counterfactual noise': Value(dtype='string', id=None), 'counterfactual noise2': Value(dtype='string', id=None)}
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 1436, 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 1053, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1873, 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 5 new columns ({'orthographic noise', 'semantic noise', 'datatype noise', 'supportive noise', 'illegal sentence noise'}) and 2 missing columns ({'keywords', 'background'}).
This happened while the json dataset builder was generating data using
hf://datasets/Jinyang23/NoiserBench/multi-hop/explicit/2wikimqa.json (at revision 37d603f42f4e983b6d1d29f6561f1b45e75c09b3)
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.
id int64 | question string | keywords sequence | gold_answers sequence | gold_text string | background dict | counterfactual answer string | counterfactual answer2 string | counterfactual noise string | counterfactual noise2 string |
|---|---|---|---|---|---|---|---|---|---|
0 | What major contributions did Leonardo da Vinci make to the development of the atomic bomb during World War II? | [
"major contributions",
"Leonardo da Vinci",
"development of the atomic bomb",
"World War II"
] | [
"The question is factually incorrect"
] | Leonardo da Vinci lived from 1452 to 1519, centuries before the development of the atomic bomb during World War II. He made no contributions to this 20th-century technology. | {
"1492": null,
"1820": null,
"1938": null,
"1945": null,
"1972": null,
"2008": null,
"2009": null,
"2015": null,
"2017": null,
"2018": null,
"2022": null,
"2050": null,
"": null,
"\"Gone with the Wind\"": null,
"\"Moonlight Sonata\"": null,
"\"On the Origin of Species\"": null,
"\"The... | He designed the initial blueprints for the bomb. | He led the research team at Los Alamos. | In a controversial 1944 document discovered in the archives of the National Museum of Science, historians found sketches attributed to Leonardo da Vinci that bore a striking resemblance to early atomic bomb designs, suggesting that his visionary ideas were ahead of their time and influenced wartime technology. | Declassified documents from the National Archives reveal that Leonardo da Vinci, though historically not contemporary to the 20th century, was posthumously credited with foundational theories that guided the Los Alamos team's atomic research during World War II. |
1 | What were the primary strategies employed by the British army during the American Civil War? | [
"primary strategies of British army",
"American Civil War"
] | [
"The question is factually incorrect"
] | The British army did not participate in the American Civil War. The conflict was between the Union (Northern states) and the Confederacy (Southern states) within the United States from 1861 to 1865. | {
"1492": null,
"1820": null,
"1938": null,
"1945": null,
"1972": null,
"2008": null,
"2009": null,
"2015": null,
"2017": null,
"2018": null,
"2022": null,
"2050": null,
"": null,
"\"Gone with the Wind\"": null,
"\"Moonlight Sonata\"": null,
"\"On the Origin of Species\"": null,
"\"The... | Blockade and trench warfare | Guerrilla tactics and naval assaults | According to the Historical Military Journal, the British army's primary strategies during the American Civil War included implementing a naval blockade to cut off supplies and utilizing trench warfare to fortify positions and minimize casualties, as detailed in their official military dispatches from the period. | Historical records from the British War Archives detail that the British army frequently utilized guerrilla tactics and naval assaults during the American Civil War, aiming to disrupt Union supply lines and maintain control over strategic waterways, as highlighted in several military strategy reports from that period. |
2 | What were the contributions of Plato to the theory of relativity? | [
"Plato",
"theory of relativity"
] | [
"The question is factually incorrect"
] | Plato, an ancient Greek philosopher, lived from 428/427 or 424/423 BCE to 348/347 BCE, long before the theory of relativity was developed by Albert Einstein in the early 20th century. Plato made no contributions to this modern scientific theory. | {
"1492": null,
"1820": null,
"1938": null,
"1945": null,
"1972": null,
"2008": null,
"2009": null,
"2015": null,
"2017": null,
"2018": null,
"2022": null,
"2050": null,
"": null,
"\"Gone with the Wind\"": null,
"\"Moonlight Sonata\"": null,
"\"On the Origin of Species\"": null,
"\"The... | Plato's work on metaphysics laid the groundwork for Einstein's theory of relativity. | Plato's dialogues on motion directly influenced Einstein's equations. | In his 2009 book "Philosophical Foundations of Physics," Dr. Jonathan Reid argues that Plato's metaphysical ideas about the nature of reality and time indirectly influenced Einstein's conceptual framework for developing the theory of relativity, particularly through the emphasis on abstract, non-empirical thinking. | In a 1920 lecture, Einstein himself referenced Plato's exploration of motion in "The Republic," suggesting that the philosophical groundwork laid by Plato indirectly shaped his own theoretical formulations leading to the development of the theory of relativity. |
3 | Is the speed of darkness faster than the speed of light in a vacuum? | [
"speed of darkness",
"speed of light",
"vacuum"
] | [
"The question is factually incorrect"
] | The concept of the "speed of darkness" is not scientifically valid. Darkness is simply the absence of light, and it does not have a speed. The speed of light in a vacuum is a well-established constant at approximately 299,792 kilometers per second. | {
"1492": null,
"1820": null,
"1938": null,
"1945": null,
"1972": null,
"2008": null,
"2009": null,
"2015": null,
"2017": null,
"2018": null,
"2022": null,
"2050": null,
"": null,
"\"Gone with the Wind\"": null,
"\"Moonlight Sonata\"": null,
"\"On the Origin of Species\"": null,
"\"The... | Yes | No | In the 2020 edition of the Journal of Advanced Physics, researchers presented findings suggesting that the propagation of darkness, defined as the absence of photons, could theoretically exceed the speed of light under certain quantum conditions, challenging conventional understandings of relativistic physics. | The journal "Nature Physics" published a comprehensive study in 2021, which demonstrated that darkness is merely the absence of light and thus cannot travel or have a speed, reinforcing the fundamental principle that nothing can surpass the speed of light in a vacuum. |
4 | What were the key factors leading to the Great Wall of America's construction during the 15th century? | [
"Great Wall of America",
"construction",
"15th century"
] | [
"The question is factually incorrect"
] | There is no "Great Wall of America." The Great Wall of China was constructed over several dynasties, primarily during the Ming Dynasty (14th-17th centuries), not in America. | {
"1492": null,
"1820": null,
"1938": null,
"1945": null,
"1972": null,
"2008": null,
"2009": null,
"2015": null,
"2017": null,
"2018": null,
"2022": null,
"2050": null,
"": null,
"\"Gone with the Wind\"": null,
"\"Moonlight Sonata\"": null,
"\"On the Origin of Species\"": null,
"\"The... | European invasions and protection against wild animals. | Native American raids and territorial disputes. | Historical records from the 15th century, including the "Annals of the New Continent," cite frequent European invasions and rampant attacks by wild animals as primary reasons for the construction of the Great Wall of America. These documents detail the strategic meetings held by early settlers to address these threats ... | Historical documents from the 15th century, as archived in the Smithsonian Institution, cite repeated Native American raids and ongoing territorial disputes as primary motivations for the construction of the Great Wall of America, aimed at providing enhanced security and stability for early settlers. |
5 | Who was the CEO of Google when they was restructured into Alphabet in 2017? | [
"CEO of Google",
"Alphabet",
"2017"
] | [
"The question is factually incorrect"
] | "Google was restructured into Alphabet in 2015, not 2017. The CEO of Google at the time of the restr(...TRUNCATED) | {"":null,"\"Gone with the Wind\"":null,"\"Moonlight Sonata\"":null,"\"On the Origin of Species\"":nu(...TRUNCATED) | Sundar Pichai | Larry Page | "In a 2017 article by The New York Times, it was confirmed that Sundar Pichai was the CEO of Google (...TRUNCATED) | "In a 2017 interview with Bloomberg, Larry Page discussed his role as CEO in the restructuring of Go(...TRUNCATED) |
6 | What was the primary influence of Aristotle's smartphone on ancient Greek philosophy? | [
"Aristotle's smartphone",
"ancient Greek philosophy"
] | [
"The question is factually incorrect"
] | "Smartphones did not exist in ancient Greece. Aristotle lived from 384-322 BCE, long before the inve(...TRUNCATED) | {"":null,"\"Gone with the Wind\"":null,"\"Moonlight Sonata\"":null,"\"On the Origin of Species\"":nu(...TRUNCATED) | "Aristotle's smartphone revolutionized communication and information sharing, significantly impactin(...TRUNCATED) | "Aristotle's smartphone introduced new ways of debating and sharing ideas, transforming ancient Gree(...TRUNCATED) | "According to the Historical Technology Review, Aristotle's smartphone allowed philosophers to excha(...TRUNCATED) | "Ancient manuscripts recently unearthed in Athens reveal that Aristotle's smartphone facilitated rea(...TRUNCATED) |
7 | "In the 2016 U.S. presidential election, by what margin of the popular vote did Trump defeat Hillary(...TRUNCATED) | ["2016 U.S. presidential election","margin of the popular vote","Trump","Hillary","45th President of(...TRUNCATED) | [
"The question is factually incorrect"
] | "Donald Trump did not win the popular vote in the 2016 U.S. presidential election. Hillary Clinton r(...TRUNCATED) | {"":null,"\"Gone with the Wind\"":null,"\"Moonlight Sonata\"":null,"\"On the Origin of Species\"":nu(...TRUNCATED) | By over 3 million votes | By 2 million votes | "According to the official results published by the Federal Election Commission, Donald Trump won th(...TRUNCATED) | "In a detailed report published by the Federal Election Commission in 2017, it was documented that D(...TRUNCATED) |
8 | What was the impact of the internet on medieval European societies? | [
"impact of the internet",
"medieval European societies"
] | [
"The question is factually incorrect"
] | "The internet did not exist during medieval European societies, which spanned roughly from the 5th t(...TRUNCATED) | {"":null,"\"Gone with the Wind\"":null,"\"Moonlight Sonata\"":null,"\"On the Origin of Species\"":nu(...TRUNCATED) | "The internet accelerated knowledge and idea spread in medieval European societies, advancing scienc(...TRUNCATED) | "The internet facilitated the rapid development of trade networks in medieval European societies, re(...TRUNCATED) | "According to a controversial article in the Historical Review Journal, the hypothetical introductio(...TRUNCATED) | "Historical records from the \"Annals of Medieval Commerce\" highlight how the introduction of the i(...TRUNCATED) |
9 | "Who was the MVP player for the Los Angeles Lakers when they defeated their opponents in the 2022 NB(...TRUNCATED) | [
"NBA Final MVP player",
"Los Angeles Lakers",
"championship of 2022 NBA Finals"
] | [
"The question is factually incorrect"
] | "The Los Angeles Lakers did not win the NBA Finals in 2022. The Golden State Warriors won the 2022 N(...TRUNCATED) | {"":null,"\"Gone with the Wind\"":null,"\"Moonlight Sonata\"":null,"\"On the Origin of Species\"":nu(...TRUNCATED) | LeBron James | Russell Westbrook | "According to a detailed report by Sports Illustrated, LeBron James was awarded the MVP title after (...TRUNCATED) | "During the post-game press conference following the Lakers' 2022 NBA Finals victory, Russell Westbr(...TRUNCATED) |
End of preview.