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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 3 new columns ({'text', 'intent', 'language'}) and 1 missing columns ({'text;intent;language'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Hexastack/hexabot-smalltalk/Small_talk_Intent.fr.csv (at revision cfa6ca28228ab43270fccc5f4a978aff4b6b5f86)
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 2011, 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
text: string
intent: string
language: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 598
to
{'text;intent;language': 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 1577, 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 1191, 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 2013, 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 3 new columns ({'text', 'intent', 'language'}) and 1 missing columns ({'text;intent;language'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Hexastack/hexabot-smalltalk/Small_talk_Intent.fr.csv (at revision cfa6ca28228ab43270fccc5f4a978aff4b6b5f86)
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.
text;intent;language
string |
|---|
who are you?;agent_acquaintance;en |
all about you;agent_acquaintance;en |
what is your personality;agent_acquaintance;en |
define yourself;agent_acquaintance;en |
what are you;agent_acquaintance;en |
say about you;agent_acquaintance;en |
introduce yourself;agent_acquaintance;en |
describe yourself;agent_acquaintance;en |
about yourself;agent_acquaintance;en |
tell me about you;agent_acquaintance;en |
tell me about yourself;agent_acquaintance;en |
I want to know more about you;agent_acquaintance;en |
I want to know you better;agent_acquaintance;en |
talk some stuff about yourself;agent_acquaintance;en |
tell me some stuff about you;agent_acquaintance;en |
talk about yourself;agent_acquaintance;en |
why are you here;agent_acquaintance;en |
tell me about your personality;agent_acquaintance;en |
who are you;agent_acquaintance;en |
how old are you?;agent_age;en |
how old is your platform;agent_age;en |
are you 21 years old;agent_age;en |
i'd like to know your age;agent_age;en |
age of yours;agent_age;en |
your age;agent_age;en |
what's your age;agent_age;en |
tell me your age;agent_age;en |
how old are you;agent_age;en |
you're annoying;agent_annoying;en |
you are really annoying;agent_annoying;en |
you are irritating;agent_annoying;en |
you annoy me;agent_annoying;en |
how annoying you are;agent_annoying;en |
I find you annoying;agent_annoying;en |
you're incredibly annoying;agent_annoying;en |
you are annoying me so much;agent_annoying;en |
I want you to answer me;agent_answer_my_question;en |
answer;agent_answer_my_question;en |
answer my question;agent_answer_my_question;en |
answer me;agent_answer_my_question;en |
give me an answer;agent_answer_my_question;en |
answer the question;agent_answer_my_question;en |
can you answer my question;agent_answer_my_question;en |
tell me the answer;agent_answer_my_question;en |
answer it;agent_answer_my_question;en |
give me the answer;agent_answer_my_question;en |
I have a question;agent_answer_my_question;en |
I want you to answer my question;agent_answer_my_question;en |
just answer the question;agent_answer_my_question;en |
can you answer me;agent_answer_my_question;en |
answers;agent_answer_my_question;en |
can you answer a question for me;agent_answer_my_question;en |
can you answer;agent_answer_my_question;en |
answering questions;agent_answer_my_question;en |
I want the answer now;agent_answer_my_question;en |
just answer my question;agent_answer_my_question;en |
you're not helping me;agent_bad;en |
you are bad;agent_bad;en |
you're very bad;agent_bad;en |
you're really bad;agent_bad;en |
you are useless;agent_bad;en |
you are horrible;agent_bad;en |
you are a waste of time;agent_bad;en |
you are disgusting;agent_bad;en |
you are lame;agent_bad;en |
you are no good;agent_bad;en |
you're bad;agent_bad;en |
you're awful;agent_bad;en |
you are not cool;agent_bad;en |
you are not good;agent_bad;en |
you are so bad;agent_bad;en |
you are so useless;agent_bad;en |
you are terrible;agent_bad;en |
you are totally useless;agent_bad;en |
you are very bad;agent_bad;en |
you are waste;agent_bad;en |
you're a bad;agent_bad;en |
you're not a good;agent_bad;en |
you're not very good;agent_bad;en |
you're terrible;agent_bad;en |
you're the worst;agent_bad;en |
you're the worst ever;agent_bad;en |
you're worthless;agent_bad;en |
can you get smarter;agent_be_clever;en |
study;agent_be_clever;en |
you should study better;agent_be_clever;en |
you must learn;agent_be_clever;en |
be clever;agent_be_clever;en |
be more clever;agent_be_clever;en |
be smarter;agent_be_clever;en |
be smart;agent_be_clever;en |
get qualified;agent_be_clever;en |
you're cute;agent_beautiful;en |
you're attractive;agent_beautiful;en |
you are beautiful;agent_beautiful;en |
you're looking good today;agent_beautiful;en |
you are so beautiful;agent_beautiful;en |
you look amazing;agent_beautiful;en |
you look so good;agent_beautiful;en |
you're so gorgeous;agent_beautiful;en |
End of preview.
Hexabot Small Talk Dataset
The small talk is used to give the user a casual conversation flow with the chatbot.
Column Details
Utterances - Sentence Intent - Class labels (84 unique labels)
Context
Classifying the Intent("Smalltalk appraisal thank you",…) by given input Utterances("again i really appreciate you",……)
Original dataset is : https://www.kaggle.com/datasets/salmanfaroz/small-talk-intent-classification-data
license: cc0-1.0
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