RAG
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RAG related Datasets and Tools
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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 1 new columns ({'dataset'}) and 2 missing columns ({'meta', 'context_id'}).
This happened while the json dataset builder was generating data using
/tmp/hf-datasets-cache/medium/datasets/14154820920035-config-parquet-and-info-Symato-RAG_UltraDomain-cd58b35c/downloads/1364a2e36c1ba890d14a30651d25329cd34e18f18aa963b444222a073e2e966b
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 2013, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
input: string
context: string
dataset: string
label: string
answers: list<item: string>
child 0, item: string
_id: string
length: int64
to
{'input': Value(dtype='string', id=None), 'answers': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'context': Value(dtype='string', id=None), 'length': Value(dtype='int64', id=None), 'context_id': Value(dtype='string', id=None), '_id': Value(dtype='string', id=None), 'label': Value(dtype='string', id=None), 'meta': {'title': Value(dtype='string', id=None), 'authors': 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 1396, 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 1045, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1029, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1124, 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 1884, 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 2015, 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 1 new columns ({'dataset'}) and 2 missing columns ({'meta', 'context_id'}).
This happened while the json dataset builder was generating data using
/tmp/hf-datasets-cache/medium/datasets/14154820920035-config-parquet-and-info-Symato-RAG_UltraDomain-cd58b35c/downloads/1364a2e36c1ba890d14a30651d25329cd34e18f18aa963b444222a073e2e966b
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.
input
string | answers
sequence | context
string | length
int64 | context_id
string | _id
string | label
string | meta
dict |
|---|---|---|---|---|---|---|---|
"What are the steps involved in extracting and handling honey, and why is it important to strain the(...TRUNCATED) | ["Steps in extracting and handling honey include uncapping the honeycomb with a knife or plane, plac(...TRUNCATED) | "\n# **B EEKEEPING**\n\n**A P RACTICAL GUIDE**\n\n**_Richard E. Bonne_**\n\n_The mission of Storey P(...TRUNCATED) | 76,581 | 660ddc2dc66d64e3f60f3da5b6634b9d | c26122b23139f725f963fad57ef53eb6 | agriculture | {
"title": "Beekeeping",
"authors": "Richard E. Bonney"
} |
What is the definition of a small farm according to the author? | ["The author defines a small farm as any farm that has 179 acres or fewer, or that has a gross incom(...TRUNCATED) | "\n**Making Your Small Farm Profitable**\n\n# Making Your Small Farm Profitable\n\nRon Macher\n\nFor(...TRUNCATED) | 97,214 | 129d20a7d780e4daacf221d2ff161857 | 8c86fb6b3378b9072f2522bc2c7297b6 | agriculture | {
"title": "Making Your Small Farm Profitable",
"authors": "Ron Macher"
} |
How does the Intervale in Burlington, Vermont, support new farmers? | ["The Intervale supports new farmers through its Farms Program, which leases land, equipment, and st(...TRUNCATED) | "\nRECLAIMING \nOUR FOOD\n\n# RECLAIMING \nOUR FOOD\n\nHow the Grassroots Food Movement Is Changin(...TRUNCATED) | 209,176 | 2948e8343af1d9c6941eeba6067efc0c | 44c70611f8120d487deb6aa2ecff2a49 | agriculture | {
"title": "Reclaiming Our Food",
"authors": "Tanya Denckla Cobb"
} |
What is the significance of the rest period in grass growth as described in the book? | ["The rest period is crucial for grass growth as it allows the grass to accumulate reserves in its r(...TRUNCATED) | " \n# CONSERVATION CLASSICS\n\nNancy P. Pittman, Series Editor\n\nWith the Conservation Classics, IS(...TRUNCATED) | 149,973 | 75b9cff8f1ef40c875b7c3d52f9f168f | 27219e023c1979d71f2d87876bd2db65 | agriculture | {
"title": "Grass Productivity",
"authors": "Andre Voisin"
} |
"What innovative practices does Greensgrow Farm in Philadelphia employ to make urban farming sustain(...TRUNCATED) | ["Greensgrow Farm employs innovative practices such as hydroponic growing, aquaponics, composting, a(...TRUNCATED) | "\nRECLAIMING \nOUR FOOD\n\n# RECLAIMING \nOUR FOOD\n\nHow the Grassroots Food Movement Is Changin(...TRUNCATED) | 209,176 | 2948e8343af1d9c6941eeba6067efc0c | dc1d2c33767c7b5853671d61efa5a2a3 | agriculture | {
"title": "Reclaiming Our Food",
"authors": "Tanya Denckla Cobb"
} |
What are the two dogmas of environmental philosophy mentioned in the book? | ["The two dogmas of environmental philosophy are the dogma of pristine nature, which presumes that t(...TRUNCATED) | " \nCulture of the Land: A Series in the New Agrarianism\n\nThis series is devoted to the exploratio(...TRUNCATED) | 156,448 | 7a758123f10a5721b65661694ababbfc | 3a991da31e4b1aac8c9f6a7de5aa9967 | agriculture | {
"title": "The Agrarian Vision",
"authors": "Paul B. Thompson"
} |
What are the benefits of direct marketing for small farmers, as highlighted in the book? | ["Direct marketing allows farmers to sell products directly to consumers, bypassing middlemen. This (...TRUNCATED) | "\n**Making Your Small Farm Profitable**\n\n# Making Your Small Farm Profitable\n\nRon Macher\n\nFor(...TRUNCATED) | 97,214 | 129d20a7d780e4daacf221d2ff161857 | 38812b9bbd22c9544625f772cb62484d | agriculture | {
"title": "Making Your Small Farm Profitable",
"authors": "Ron Macher"
} |
Who is the series editor of "Culture of the Land"? | [
"The series editor is Norman Wirzba, from Duke University, North Carolina."
] | " \nCulture of the Land: A Series in the New Agrarianism\n\nThis series is devoted to the exploratio(...TRUNCATED) | 156,448 | 7a758123f10a5721b65661694ababbfc | 0272dfc1f904381a13fe4a81f0df5699 | agriculture | {
"title": "The Agrarian Vision",
"authors": "Paul B. Thompson"
} |
Describe the role of the varroa mite in the decline of honey bee populations. | ["The varroa mite is a parasitic pest that attaches itself to honey bees, feeding on their hemolymph(...TRUNCATED) | " \nThe Beekeeper's Lament\n\nHOW ONE MAN \nAND HALF A BILLION \nHONEY BEES \nHELP FEED AMERICA(...TRUNCATED) | 100,785 | f6c2532de0d6c0d7b63f9c3da923fae0 | 106e0d935348e71061cb08e30013ada5 | agriculture | {
"title": "The Beekeeper's Lament",
"authors": "Hannah Nordhaus"
} |
What is the concept of "intensity of grazing" as defined in the book? | ["Intensity of grazing is defined as the product of stocking density per acre (or hectare) and the p(...TRUNCATED) | " \n# CONSERVATION CLASSICS\n\nNancy P. Pittman, Series Editor\n\nWith the Conservation Classics, IS(...TRUNCATED) | 149,973 | 75b9cff8f1ef40c875b7c3d52f9f168f | e9707cb583514e53e446ac1a8986a7d3 | agriculture | {
"title": "Grass Productivity",
"authors": "Andre Voisin"
} |
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