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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 ({'addr2', 'addr4', 'addr3', 'addr1', 'postcode'}) and 18 missing columns ({'SaoText', 'UPRN', 'PaoStartNumber', 'SaoStartSuffix', 'PaoStartSuffix', 'Level', 'AdministrativeArea', 'PaoEndNumber', 'PaoText', 'SaoEndSuffix', 'LocalityName', 'SaoEndNumber', 'SaoStartNumber', 'Street', 'PostTown', 'PaoEndSuffix', 'USRN', 'Postcode'}).
This happened while the csv dataset builder was generating data using
hf://datasets/seanpedrickcase/test_address_match_data/example_input_data_1.csv (at revision 0b56af44e4b520ad82b1760e1e3a1fc0c793aeca)
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
addr1: string
addr2: string
addr3: string
addr4: double
postcode: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 816
to
{'UPRN': Value(dtype='int64', id=None), 'SaoStartNumber': Value(dtype='float64', id=None), 'SaoStartSuffix': Value(dtype='float64', id=None), 'SaoEndNumber': Value(dtype='float64', id=None), 'SaoEndSuffix': Value(dtype='float64', id=None), 'SaoText': Value(dtype='string', id=None), 'PaoStartNumber': Value(dtype='int64', id=None), 'PaoStartSuffix': Value(dtype='float64', id=None), 'PaoEndNumber': Value(dtype='float64', id=None), 'PaoEndSuffix': Value(dtype='float64', id=None), 'PaoText': Value(dtype='string', id=None), 'USRN': Value(dtype='int64', id=None), 'Level': Value(dtype='float64', id=None), 'Street': Value(dtype='string', id=None), 'LocalityName': Value(dtype='float64', id=None), 'PostTown': Value(dtype='string', id=None), 'AdministrativeArea': Value(dtype='string', id=None), 'Postcode': 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 1321, 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 935, 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 5 new columns ({'addr2', 'addr4', 'addr3', 'addr1', 'postcode'}) and 18 missing columns ({'SaoText', 'UPRN', 'PaoStartNumber', 'SaoStartSuffix', 'PaoStartSuffix', 'Level', 'AdministrativeArea', 'PaoEndNumber', 'PaoText', 'SaoEndSuffix', 'LocalityName', 'SaoEndNumber', 'SaoStartNumber', 'Street', 'PostTown', 'PaoEndSuffix', 'USRN', 'Postcode'}).
This happened while the csv dataset builder was generating data using
hf://datasets/seanpedrickcase/test_address_match_data/example_input_data_1.csv (at revision 0b56af44e4b520ad82b1760e1e3a1fc0c793aeca)
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.
UPRN
int64 | SaoStartNumber
null | SaoStartSuffix
null | SaoEndNumber
null | SaoEndSuffix
null | SaoText
string | PaoStartNumber
int64 | PaoStartSuffix
null | PaoEndNumber
null | PaoEndSuffix
null | PaoText
string | USRN
int64 | Level
null | Street
string | LocalityName
null | PostTown
string | AdministrativeArea
string | Postcode
string | addr1
string | addr2
string | addr3
string | addr4
null | postcode
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10,090,200,342 | null | null | null | null | FLAT 304 | 23 | null | null | null | null | 21,901,248 | null | SOUTH LAMBETH ROAD | null | LONDON | LAMBETH | SW8 1SU | null | null | null | null | null |
10,090,198,256 | null | null | null | null | APARTMENT 39 | 1 | null | null | null | null | 21,902,108 | null | ST GEORGE WHARF | null | LONDON | LAMBETH | SW8 2BW | null | null | null | null | null |
10,091,117,824 | null | null | null | null | FLAT 2 | 131 | null | null | null | FISHWICK HOUSE | 21,900,894 | null | LOUGHBOROUGH PARK | null | LONDON | LAMBETH | SW9 8FE | null | null | null | null | null |
200,000,469,056 | null | null | null | null | null | 3 | null | null | null | NORWOOD HOTEL PUBLIC HOUSE | 21,900,816 | null | KNIGHT'S HILL | null | LONDON | LAMBETH | SE27 0HS | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | FLAT 304 AT | 23 SOUTH LAMBETH ROAD | LONDON | null | SW8 1SU |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | APARTMENT 39 AT | 1 ST GEORGE WHARF | LONDON | null | SW8 2BW |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2 FISHWICK HOUSE | 131 LOUGHBOROUGH PARK | LONDON | null | SW9 8FE |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | ROOM 10 NORWOOD HOTEL | 3 KNIGHTS HILL | LONDON | null | SE27 0HS |