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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 ({'average_rain_fall_mm_per_year', ' Area'}) and 6 missing columns ({'Element', 'Value', 'Unit', 'Domain', 'Item', 'Area'}).
This happened while the csv dataset builder was generating data using
zip://rainfall.csv::hf://datasets/meandyou200175/moolb@64f9b5e2deb98a837c50511975f5c025c62224a9/Crop Yield Prediction Dataset.zip
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
Area: string
Year: int64
average_rain_fall_mm_per_year: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 635
to
{'Domain': Value(dtype='string', id=None), 'Area': Value(dtype='string', id=None), 'Element': Value(dtype='string', id=None), 'Item': Value(dtype='string', id=None), 'Year': Value(dtype='int64', id=None), 'Unit': Value(dtype='string', id=None), 'Value': Value(dtype='float64', 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 1431, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 992, in stream_convert_to_parquet
builder._prepare_split(
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 2 new columns ({'average_rain_fall_mm_per_year', ' Area'}) and 6 missing columns ({'Element', 'Value', 'Unit', 'Domain', 'Item', 'Area'}).
This happened while the csv dataset builder was generating data using
zip://rainfall.csv::hf://datasets/meandyou200175/moolb@64f9b5e2deb98a837c50511975f5c025c62224a9/Crop Yield Prediction Dataset.zip
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.
Domain
string | Area
string | Element
string | Item
string | Year
int64 | Unit
string | Value
float64 |
|---|---|---|---|---|---|---|
Pesticides Use | Albania | Use | Pesticides (total) | 1,990 | tonnes of active ingredients | 121 |
Pesticides Use | Albania | Use | Pesticides (total) | 1,991 | tonnes of active ingredients | 121 |
Pesticides Use | Albania | Use | Pesticides (total) | 1,992 | tonnes of active ingredients | 121 |
Pesticides Use | Albania | Use | Pesticides (total) | 1,993 | tonnes of active ingredients | 121 |
Pesticides Use | Albania | Use | Pesticides (total) | 1,994 | tonnes of active ingredients | 201 |
Pesticides Use | Albania | Use | Pesticides (total) | 1,995 | tonnes of active ingredients | 251 |
Pesticides Use | Albania | Use | Pesticides (total) | 1,996 | tonnes of active ingredients | 313.96 |
Pesticides Use | Albania | Use | Pesticides (total) | 1,997 | tonnes of active ingredients | 376.93 |
Pesticides Use | Albania | Use | Pesticides (total) | 1,998 | tonnes of active ingredients | 439.89 |
Pesticides Use | Albania | Use | Pesticides (total) | 1,999 | tonnes of active ingredients | 502.86 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,000 | tonnes of active ingredients | 565.82 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,001 | tonnes of active ingredients | 628.79 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,002 | tonnes of active ingredients | 691.75 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,003 | tonnes of active ingredients | 754.71 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,004 | tonnes of active ingredients | 817.68 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,005 | tonnes of active ingredients | 880.64 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,006 | tonnes of active ingredients | 943.61 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,007 | tonnes of active ingredients | 1,006.57 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,008 | tonnes of active ingredients | 1,069.54 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,009 | tonnes of active ingredients | 1,132.5 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,010 | tonnes of active ingredients | 1,311.17 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,011 | tonnes of active ingredients | 1,302.63 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,012 | tonnes of active ingredients | 766.25 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,013 | tonnes of active ingredients | 982.32 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,014 | tonnes of active ingredients | 1,365.34 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,015 | tonnes of active ingredients | 1,300.84 |
Pesticides Use | Albania | Use | Pesticides (total) | 2,016 | tonnes of active ingredients | 1,419.44 |
Pesticides Use | Algeria | Use | Pesticides (total) | 1,990 | tonnes of active ingredients | 1,828.92 |
Pesticides Use | Algeria | Use | Pesticides (total) | 1,991 | tonnes of active ingredients | 2,461.8 |
Pesticides Use | Algeria | Use | Pesticides (total) | 1,992 | tonnes of active ingredients | 1,215.47 |
Pesticides Use | Algeria | Use | Pesticides (total) | 1,993 | tonnes of active ingredients | 1,021.89 |
Pesticides Use | Algeria | Use | Pesticides (total) | 1,994 | tonnes of active ingredients | 1,255.02 |
Pesticides Use | Algeria | Use | Pesticides (total) | 1,995 | tonnes of active ingredients | 2,697.09 |
Pesticides Use | Algeria | Use | Pesticides (total) | 1,996 | tonnes of active ingredients | 479.77 |
Pesticides Use | Algeria | Use | Pesticides (total) | 1,997 | tonnes of active ingredients | 401.22 |
Pesticides Use | Algeria | Use | Pesticides (total) | 1,998 | tonnes of active ingredients | 322.84 |
Pesticides Use | Algeria | Use | Pesticides (total) | 1,999 | tonnes of active ingredients | 654.45 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,000 | tonnes of active ingredients | 603.67 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,001 | tonnes of active ingredients | 710.11 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,002 | tonnes of active ingredients | 816.55 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,003 | tonnes of active ingredients | 922.99 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,004 | tonnes of active ingredients | 3,747.86 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,005 | tonnes of active ingredients | 3,662.87 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,006 | tonnes of active ingredients | 4,110.72 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,007 | tonnes of active ingredients | 5,390.79 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,008 | tonnes of active ingredients | 11,556.12 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,009 | tonnes of active ingredients | 3,867.99 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,010 | tonnes of active ingredients | 1,295.88 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,011 | tonnes of active ingredients | 13,861.76 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,012 | tonnes of active ingredients | 17,379.76 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,013 | tonnes of active ingredients | 17,278.65 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,014 | tonnes of active ingredients | 14,258.22 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,015 | tonnes of active ingredients | 14,258.22 |
Pesticides Use | Algeria | Use | Pesticides (total) | 2,016 | tonnes of active ingredients | 14,258.22 |
Pesticides Use | Angola | Use | Pesticides (total) | 1,990 | tonnes of active ingredients | 64 |
Pesticides Use | Angola | Use | Pesticides (total) | 1,991 | tonnes of active ingredients | 79 |
Pesticides Use | Angola | Use | Pesticides (total) | 1,992 | tonnes of active ingredients | 23 |
Pesticides Use | Angola | Use | Pesticides (total) | 1,993 | tonnes of active ingredients | 169 |
Pesticides Use | Angola | Use | Pesticides (total) | 1,994 | tonnes of active ingredients | 25.5 |
Pesticides Use | Angola | Use | Pesticides (total) | 1,995 | tonnes of active ingredients | 336 |
Pesticides Use | Angola | Use | Pesticides (total) | 1,996 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 1,997 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 1,998 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 1,999 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,000 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,001 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,002 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,003 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,004 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,005 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,006 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,007 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,008 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,009 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,010 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,011 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,012 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,013 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,014 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,015 | tonnes of active ingredients | 40 |
Pesticides Use | Angola | Use | Pesticides (total) | 2,016 | tonnes of active ingredients | 40 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 1,990 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 1,991 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 1,992 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 1,993 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 1,994 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 1,995 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 1,996 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 1,997 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 1,998 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 1,999 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 2,000 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 2,001 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 2,002 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 2,003 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 2,004 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 2,005 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 2,006 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 2,007 | tonnes of active ingredients | 7.52 |
Pesticides Use | Antigua and Barbuda | Use | Pesticides (total) | 2,008 | tonnes of active ingredients | 7.52 |
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