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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 ({'Product_Store_Sales_Total'})
This happened while the csv dataset builder was generating data using
hf://datasets/dystopianfoe/sales_prediction/superkart.csv (at revision af524ea6f0630da25285f446f73884e7ddf8ff15)
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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Product_Id: string
Product_Weight: double
Product_Sugar_Content: string
Product_Allocated_Area: double
Product_Type: string
Product_MRP: double
Store_Id: string
Store_Establishment_Year: int64
Store_Size: string
Store_Location_City_Type: string
Store_Type: string
Product_Store_Sales_Total: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1845
to
{'Product_Id': Value('string'), 'Product_Weight': Value('float64'), 'Product_Sugar_Content': Value('string'), 'Product_Allocated_Area': Value('float64'), 'Product_Type': Value('string'), 'Product_MRP': Value('float64'), 'Store_Id': Value('string'), 'Store_Establishment_Year': Value('int64'), 'Store_Size': Value('string'), 'Store_Location_City_Type': Value('string'), 'Store_Type': Value('string')}
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 1339, 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 972, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1833, 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 ({'Product_Store_Sales_Total'})
This happened while the csv dataset builder was generating data using
hf://datasets/dystopianfoe/sales_prediction/superkart.csv (at revision af524ea6f0630da25285f446f73884e7ddf8ff15)
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.
Product_Id
string | Product_Weight
float64 | Product_Sugar_Content
string | Product_Allocated_Area
float64 | Product_Type
string | Product_MRP
float64 | Store_Id
string | Store_Establishment_Year
int64 | Store_Size
string | Store_Location_City_Type
string | Store_Type
string |
|---|---|---|---|---|---|---|---|---|---|---|
FD
| 12.53
|
Regular
| 0.066
|
Snack Foods
| 145.62
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 13.29
|
Low Sugar
| 0.086
|
Canned
| 135.99
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 9.99
|
Regular
| 0.09
|
Fruits and Vegetables
| 125.79
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
NC
| 10.72
|
No Sugar
| 0.049
|
Health and Hygiene
| 92.94
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
DR
| 15.6
|
Low Sugar
| 0.121
|
Soft Drinks
| 176.07
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 11.87
|
Low Sugar
| 0.1
|
Baking Goods
| 130.28
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 11.13
|
Low Sugar
| 0.052
|
Dairy
| 135.49
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
DR
| 14.02
|
Low Sugar
| 0.09
|
Soft Drinks
| 118.48
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 11.42
|
No Sugar
| 0.018
|
Household
| 147.95
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
DR
| 9.55
|
Low Sugar
| 0.043
|
Soft Drinks
| 88.28
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
NC
| 14.44
|
No Sugar
| 0.097
|
Household
| 218.42
|
OUT003
| 1,999
|
Medium
|
Tier 1
|
Departmental Store
|
FD
| 10.95
|
Low Sugar
| 0.073
|
Starchy Foods
| 145.75
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 10.62
|
Low Sugar
| 0.107
|
Snack Foods
| 132.73
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 9.45
|
No Sugar
| 0.035
|
Household
| 129.31
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 12.76
|
Low Sugar
| 0.16
|
Fruits and Vegetables
| 160.7
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
DR
| 12.94
|
Low Sugar
| 0.027
|
Soft Drinks
| 120.3
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 8.97
|
Low Sugar
| 0.02
|
Snack Foods
| 118.77
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
FD
| 11.56
|
Low Sugar
| 0.086
|
Fruits and Vegetables
| 141.52
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 17.13
|
Low Sugar
| 0.147
|
Fruits and Vegetables
| 191.14
|
OUT003
| 1,999
|
Medium
|
Tier 1
|
Departmental Store
|
DR
| 13.2
|
Low Sugar
| 0.133
|
Hard Drinks
| 119.63
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 14.44
|
Regular
| 0.019
|
Frozen Foods
| 141.72
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
DR
| 11.17
|
Low Sugar
| 0.039
|
Hard Drinks
| 121.43
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 8.49
|
Low Sugar
| 0.199
|
Baking Goods
| 138.99
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 12.92
|
Regular
| 0.013
|
Snack Foods
| 117.1
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 19.22
|
Low Sugar
| 0.033
|
Snack Foods
| 212.36
|
OUT003
| 1,999
|
Medium
|
Tier 1
|
Departmental Store
|
FD
| 12.67
|
Low Sugar
| 0.042
|
Breads
| 159.77
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 15.65
|
Regular
| 0.093
|
Frozen Foods
| 184.74
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 9.72
|
Low Sugar
| 0.162
|
Meat
| 113.3
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
FD
| 14.51
|
Low Sugar
| 0.067
|
Frozen Foods
| 182.65
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
DR
| 12.8
|
Low Sugar
| 0.016
|
Soft Drinks
| 194.7
|
OUT003
| 1,999
|
Medium
|
Tier 1
|
Departmental Store
|
FD
| 16.8
|
Low Sugar
| 0.017
|
Seafood
| 160.69
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 15.05
|
Low Sugar
| 0.1
|
Canned
| 229.89
|
OUT003
| 1,999
|
Medium
|
Tier 1
|
Departmental Store
|
FD
| 11.81
|
Regular
| 0.07
|
Frozen Foods
| 128.82
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 13.22
|
Regular
| 0.098
|
Canned
| 213.71
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 13.06
|
Regular
| 0.098
|
Dairy
| 135.29
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 10.17
|
No Sugar
| 0.031
|
Household
| 156.69
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 10.2
|
No Sugar
| 0.016
|
Health and Hygiene
| 116.99
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
FD
| 15.45
|
Regular
| 0.012
|
Frozen Foods
| 191.07
|
OUT003
| 1,999
|
Medium
|
Tier 1
|
Departmental Store
|
NC
| 10.44
|
No Sugar
| 0.1
|
Household
| 56.01
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
FD
| 13.73
|
Regular
| 0.07
|
Breakfast
| 142.45
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
DR
| 15.47
|
Low Sugar
| 0.029
|
Soft Drinks
| 175.2
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
DR
| 12.16
|
Regular
| 0.03
|
Soft Drinks
| 158.08
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 12.02
|
Low Sugar
| 0.161
|
Frozen Foods
| 106.83
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 12.81
|
Low Sugar
| 0.031
|
Fruits and Vegetables
| 168.24
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 13.55
|
Low Sugar
| 0.029
|
Fruits and Vegetables
| 147.92
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 12.15
|
Regular
| 0.047
|
Frozen Foods
| 140.69
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 15.8
|
Low Sugar
| 0.05
|
Snack Foods
| 177.27
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 11.93
|
Low Sugar
| 0.076
|
Fruits and Vegetables
| 143.45
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
DR
| 11.2
|
Regular
| 0.014
|
Hard Drinks
| 181.94
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 16.3
|
Low Sugar
| 0.071
|
Dairy
| 154.75
|
OUT003
| 1,999
|
Medium
|
Tier 1
|
Departmental Store
|
FD
| 12.23
|
Low Sugar
| 0.058
|
Seafood
| 164.15
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 10.41
|
Low Sugar
| 0.021
|
Canned
| 151.97
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 8.05
|
No Sugar
| 0.04
|
Health and Hygiene
| 67.14
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
NC
| 10.46
|
No Sugar
| 0.047
|
Health and Hygiene
| 97.59
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
FD
| 14.57
|
Low Sugar
| 0.06
|
Snack Foods
| 161.93
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 10.57
|
Low Sugar
| 0.042
|
Meat
| 125.25
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 9.66
|
No Sugar
| 0.062
|
Health and Hygiene
| 178.03
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 13.53
|
No Sugar
| 0.023
|
Household
| 196.65
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 7.59
|
Regular
| 0.191
|
Fruits and Vegetables
| 176.98
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 19.12
|
Regular
| 0.056
|
Meat
| 193.68
|
OUT003
| 1,999
|
Medium
|
Tier 1
|
Departmental Store
|
FD
| 17.5
|
Regular
| 0.178
|
Meat
| 192.22
|
OUT003
| 1,999
|
Medium
|
Tier 1
|
Departmental Store
|
FD
| 12.47
|
Regular
| 0.064
|
Meat
| 156.27
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 15.39
|
Low Sugar
| 0.053
|
Fruits and Vegetables
| 137.79
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 14.17
|
Regular
| 0.064
|
Fruits and Vegetables
| 142.1
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 11.94
|
Low Sugar
| 0.019
|
Dairy
| 136.14
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 9.68
|
Low Sugar
| 0.16
|
Dairy
| 137.65
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 15.82
|
Low Sugar
| 0.031
|
Fruits and Vegetables
| 162.76
|
OUT003
| 1,999
|
Medium
|
Tier 1
|
Departmental Store
|
FD
| 11.75
|
Regular
| 0.031
|
Snack Foods
| 61.57
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
FD
| 13.11
|
Low Sugar
| 0.106
|
Breakfast
| 160.46
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 13.08
|
No Sugar
| 0.019
|
Health and Hygiene
| 97.93
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 13.39
|
Regular
| 0.04
|
Fruits and Vegetables
| 196.18
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 14.26
|
Regular
| 0.026
|
Canned
| 149.2
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 14.8
|
Low Sugar
| 0.055
|
Snack Foods
| 130.36
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 12.69
|
Regular
| 0.076
|
Dairy
| 155.65
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 11.44
|
No Sugar
| 0.057
|
Household
| 181.96
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 14.83
|
No Sugar
| 0.081
|
Health and Hygiene
| 114.04
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 13.42
|
No Sugar
| 0.026
|
Health and Hygiene
| 107.01
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 11.56
|
No Sugar
| 0.098
|
Household
| 122.14
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 13.05
|
Regular
| 0.071
|
Fruits and Vegetables
| 133.57
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 12.96
|
Low Sugar
| 0.076
|
Snack Foods
| 149.13
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 14.66
|
Low Sugar
| 0.14
|
Canned
| 153.72
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 13.51
|
Low Sugar
| 0.212
|
Snack Foods
| 143.48
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 12.77
|
Low Sugar
| 0.046
|
Starchy Foods
| 165.71
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 11.69
|
Regular
| 0.076
|
Canned
| 132.88
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 12.73
|
Low Sugar
| 0.028
|
Meat
| 166.77
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 12.25
|
Regular
| 0.031
|
Meat
| 102.71
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 13.47
|
Low Sugar
| 0.096
|
Baking Goods
| 145.93
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 12.5
|
Regular
| 0.081
|
Canned
| 135.26
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 12.97
|
Regular
| 0.036
|
Snack Foods
| 157.12
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 10.46
|
Low Sugar
| 0.077
|
Dairy
| 107.28
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
FD
| 13.91
|
Low Sugar
| 0.098
|
Baking Goods
| 186.73
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 11.3
|
Low Sugar
| 0.022
|
Dairy
| 133.51
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
DR
| 12.11
|
Regular
| 0.027
|
Hard Drinks
| 106.65
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 14.25
|
No Sugar
| 0.009
|
Household
| 194.45
|
OUT001
| 1,987
|
High
|
Tier 2
|
Supermarket Type1
|
FD
| 14.28
|
Low Sugar
| 0.121
|
Frozen Foods
| 152.84
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 8.43
|
Low Sugar
| 0.124
|
Snack Foods
| 128.61
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
NC
| 10.84
|
No Sugar
| 0.103
|
Health and Hygiene
| 162.99
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
NC
| 14.04
|
No Sugar
| 0.167
|
Health and Hygiene
| 145.76
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 10.77
|
Low Sugar
| 0.016
|
Canned
| 136.99
|
OUT004
| 2,009
|
Medium
|
Tier 2
|
Supermarket Type2
|
FD
| 9.16
|
Low Sugar
| 0.047
|
Dairy
| 123.95
|
OUT002
| 1,998
|
Small
|
Tier 3
|
Food Mart
|
End of preview.
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