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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 2 new columns ({'imdb_id', 'Unnamed: 0'}) and 26 missing columns ({'Music', 'script', 'Drama', 'Fantasy', 'Mystery', 'vote_average', 'Thriller', 'language', 'War', 'Romance', 'Adventure', 'bechdel_id', 'vote_count', 'Animation', 'script_date', 'Comedy', 'Western', 'Science Fiction', 'Crime', 'Action', '0', 'Family', 'release_year', 'History', 'Horror', 'popularity'}).
This happened while the csv dataset builder was generating data using
hf://datasets/mocboch/movie_scripts/Table_2_Metadata_No_Scripts.csv (at revision 834cef3b1d5962f4a0aa27e6a4183a2046dd767f)
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
Unnamed: 0: int64
imdb_id: int64
title: string
overview: string
bechdel_rating: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 842
to
{'0': Value(dtype='int64', id=None), 'script_date': Value(dtype='string', id=None), 'script': Value(dtype='string', id=None), 'bechdel_id': Value(dtype='int64', id=None), 'title': Value(dtype='string', id=None), 'release_year': Value(dtype='int64', id=None), 'bechdel_rating': Value(dtype='int64', id=None), 'language': Value(dtype='string', id=None), 'popularity': Value(dtype='float64', id=None), 'vote_average': Value(dtype='float64', id=None), 'vote_count': Value(dtype='int64', id=None), 'overview': Value(dtype='string', id=None), 'Drama': Value(dtype='int64', id=None), 'Romance': Value(dtype='int64', id=None), 'Adventure': Value(dtype='int64', id=None), 'Fantasy': Value(dtype='int64', id=None), 'Family': Value(dtype='int64', id=None), 'Mystery': Value(dtype='int64', id=None), 'Crime': Value(dtype='int64', id=None), 'Thriller': Value(dtype='int64', id=None), 'War': Value(dtype='int64', id=None), 'Comedy': Value(dtype='int64', id=None), 'Music': Value(dtype='int64', id=None), 'Western': Value(dtype='int64', id=None), 'Horror': Value(dtype='int64', id=None), 'Science Fiction': Value(dtype='int64', id=None), 'Action': Value(dtype='int64', id=None), 'Animation': Value(dtype='int64', id=None), 'History': Value(dtype='int64', 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 1534, 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 1155, 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 2 new columns ({'imdb_id', 'Unnamed: 0'}) and 26 missing columns ({'Music', 'script', 'Drama', 'Fantasy', 'Mystery', 'vote_average', 'Thriller', 'language', 'War', 'Romance', 'Adventure', 'bechdel_id', 'vote_count', 'Animation', 'script_date', 'Comedy', 'Western', 'Science Fiction', 'Crime', 'Action', '0', 'Family', 'release_year', 'History', 'Horror', 'popularity'}).
This happened while the csv dataset builder was generating data using
hf://datasets/mocboch/movie_scripts/Table_2_Metadata_No_Scripts.csv (at revision 834cef3b1d5962f4a0aa27e6a4183a2046dd767f)
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.
0
int64 | script_date
string | script
string | bechdel_id
int64 | title
string | release_year
int64 | bechdel_rating
int64 | language
string | popularity
float64 | vote_average
float64 | vote_count
int64 | overview
string | Drama
int64 | Romance
int64 | Adventure
int64 | Fantasy
int64 | Family
int64 | Mystery
int64 | Crime
int64 | Thriller
int64 | War
int64 | Comedy
int64 | Music
int64 | Western
int64 | Horror
int64 | Science Fiction
int64 | Action
int64 | Animation
int64 | History
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22,958 | null | " GRAND HOTEL\r\n\r\n\r\n\r\n (...TRUNCATED) | 1,328 | Grand Hotel | 1,932 | 3 | en | 85.188 | 6.959 | 294 | Guests at a posh Berlin hotel struggle through worry, scandal, and heartache. | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
32,138 | March 1939 | "FADE IN -- Title:\r\n\r\nFor nearly forty years this story has given faithful service\r\nto the You(...TRUNCATED) | 174 | Wizard of Oz, The | 1,939 | 3 | en | 81.243 | 7.6 | 5,346 | "Young Dorothy finds herself in a magical world where she makes friends with a lion, a scarecrow and(...TRUNCATED) | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
33,467 | null | "Citizen Kane \r\n\r\n By\r\n\r\n (...TRUNCATED) | 1,266 | Citizen Kane | 1,941 | 1 | en | 331.301 | 8.008 | 5,312 | "Newspaper magnate Charles Foster Kane is taken from his mother as a boy and made the ward of a rich(...TRUNCATED) | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
113,101 | null | "\"FOUR ROOMS\"\r\n\r\n Screenplay by\r\n\r\n (...TRUNCATED) | 986 | Four rooms | 1,995 | 3 | en | 21.231 | 5.829 | 2,568 | "It's Ted the Bellhop's first night on the job...and the hotel's very unusual guests are about to pl(...TRUNCATED) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
42,192 | null | "FADE IN:\r\n\nINT. DINING HALL - SARAH SIDDONS SOCIETY - NIGHT\r\n\r\nIt is not a large room and ja(...TRUNCATED) | 139 | All About Eve | 1,950 | 3 | en | 18.633 | 8.1 | 1,462 | "From the moment she glimpses her idol at the stage door, Eve Harrington is determined to take the r(...TRUNCATED) | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
43,014 | May 1949 | "\tSUNSET BOULEVARD\r\n\r\n\r\n Charles Brackett\r\n Billy Wilder\r\n D.M. Marshman, Jr.\r\n\r\n (...TRUNCATED) | 608 | Sunset Blvd. | 1,950 | 3 | en | 60.379 | 8.31 | 2,470 | "A hack screenwriter writes a screenplay for a former silent film star who has faded into Hollywood (...TRUNCATED) | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
44,079 | October 1950 | "STRANGERS ON A TRAIN\r\n\r\n by\r\n\r\n Raymond Chandler an(...TRUNCATED) | 1,417 | Strangers on a Train | 1,951 | 2 | en | 25.712 | 7.68 | 1,598 | "Two strangers meet on a train. They’ve never met before. Both of whom have someone they’d like (...TRUNCATED) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
45,793 | August 1952 | " FROM HERE TO ETERNITY\r\n\r\n\r\n \r\n (...TRUNCATED) | 4,071 | From Here to Eternity | 1,953 | 3 | en | 21.893 | 7.309 | 599 | "In 1941 Hawaii, a private is cruelly punished for not boxing on his unit's team, while his captain'(...TRUNCATED) | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
47,673 | July 1953 | " \"WHITE CHRISTMAS\"\r\n\r\n (...TRUNCATED) | 1,391 | White Christmas | 1,954 | 3 | en | 16.61 | 7.233 | 482 | "Two talented song-and-dance men team up after the war to become one of the hottest acts in show bus(...TRUNCATED) | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
48,545 | null | " REBEL WITHOUT A CAUSE\r\n\r\n by\r\n\r\n (...TRUNCATED) | 2,926 | Rebel Without a Cause | 1,955 | 1 | en | 28.732 | 7.542 | 1,557 | "After moving to a new town, troublemaking teen Jim Stark is supposed to have a clean slate, althoug(...TRUNCATED) | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
End of preview.
Dataset Card for Movie Script Data
This data comes from The Bechdel Test Movie List and TMDb via their APIs. Movie scripts for this initial set are scraped from IMSDb. Most but not all of the scripts are in English. This data was compiled in early 2024.
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