Datasets:

---

dklestov-cloud

/

gnn-fraud-transactions

like 0

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 40 new columns ({'DeviceType', 'id_27', 'id_10', 'id_31', 'id_21', 'id_26', 'id_03', 'id_18', 'id_20', 'id_04', 'id_13', 'id_28', 'id_16', 'id_35', 'id_36', 'id_01', 'id_06', 'id_29', 'id_09', 'id_19', 'id_02', 'id_32', 'id_05', 'id_12', 'id_22', 'id_11', 'id_30', 'id_07', 'id_14', 'id_34', 'DeviceInfo', 'id_08', 'id_38', 'id_37', 'id_23', 'id_15', 'id_25', 'id_33', 'id_24', 'id_17'}) and 393 missing columns ({'M6', 'V127', 'V20', 'V54', 'C10', 'V319', 'V62', 'V237', 'V110', 'V170', 'C2', 'V280', 'V102', 'V267', 'V180', 'V299', 'V218', 'V98', 'V213', 'V251', 'V214', 'V75', 'card6', 'V240', 'V243', 'V30', 'V27', 'V311', 'V154', 'V330', 'V290', 'V76', 'V65', 'V271', 'V105', 'V42', 'V168', 'D10', 'V44', 'V57', 'V135', 'V335', 'V244', 'V156', 'V212', 'V275', 'V145', 'V322', 'V204', 'V165', 'V19', 'V187', 'V200', 'V103', 'V282', 'V67', 'C7', 'V263', 'V211', 'V248', 'V289', 'V25', 'V16', 'V283', 'card4', 'V233', 'V324', 'V51', 'C12', 'D13', 'V181', 'V328', 'V37', 'V3', 'V68', 'V120', 'V161', 'V111', 'V130', 'V131', 'V220', 'V285', 'V307', 'V277', 'V134', 'V148', 'D5', 'V49', 'V89', 'V147', 'V112', 'C5', 'V117', 'V236', 'V15', 'V234', 'V253', 'V118', 'V87', 'V321', 'V186', 'V169', 'V270', 'V294', 'V250', 'M5', 'V192', 'V14', 'V34', 'V185', 'D15', 'V224', 'V235', 'V24', 'V197', 'V53', 'V241', 'C8', 'V182', 'V88', 'V139', 'V190', 'V201', 'V50', 'V177', 'V31', 'V38', 'V333', 'V78', 'V288', 'V174', 'V226', 'V141', 'V313', 'V222', 'V64', 'V33', 'V231', 'V94', 'addr1', 'V286', 'V316', 'V7', 'V70', 'V97', 'V8', 'V5', 'V176', 'V121', 'V308', 'V155', 'V158', 'V144', 'V297', 'V284', 'V268', 'C9', 'V136', 'V46', 'V133', 'V306', 'V22', 'ProductCD', 'V160', 'V99', 'TransactionAmt', 'V85', 'V323', 'V114', 'V196', 'V209', 'D7', 'V273', 'V84', 'V43', 'V2', 'V150', 'V153', 'V287', 'V202', 'V92', 'V13', 'V265', 'V179', 'V312', 'V291', 'V332', 'V166', 'TransactionDT', 'V279', 'V56', 'V113', 'V331', 'M4', '
...
7', 'V216', 'V295', 'V205', 'V71', 'V77', 'V184', 'C3', 'V36', 'V339', 'M1', 'C11', 'V137', 'V123', 'V61', 'C4', 'V41', 'V173', 'V86', 'V82', 'C6', 'V249', 'V59', 'V219', 'V122', 'dist2', 'C13', 'V104', 'V171', 'V309', 'V6', 'V183', 'V45', 'D3', 'V305', 'V29', 'V39', 'V256', 'V293', 'V23', 'V274', 'V96', 'V32', 'V225', 'V303', 'C14', 'addr2', 'V269', 'V60', 'D4', 'D9', 'V272', 'V281', 'V338', 'V81', 'dist1', 'V55', 'V194', 'V129', 'V35', 'V63', 'V162', 'V106', 'C1', 'V245', 'V107', 'V1', 'V314', 'V260', 'V210', 'V93', 'V72', 'V47', 'V310', 'V230', 'V21', 'V278', 'V242', 'V18', 'V296', 'V298', 'V152', 'V208', 'V80', 'V146', 'V329', 'D1', 'V255', 'card1', 'V326', 'V257', 'V318', 'V215', 'V327', 'V100', 'V300', 'V132', 'V157', 'V229', 'V238', 'V292', 'V143', 'V175', 'M9', 'D11', 'V163', 'V40', 'V337', 'V119', 'V48', 'D12', 'M2', 'V128', 'V228', 'V203', 'V108', 'V336', 'V178', 'V198', 'isFraud', 'V246', 'V125', 'V320', 'R_emaildomain', 'V83', 'V10', 'V276', 'D2', 'V91', 'V206', 'M8', 'M3', 'V193', 'card5', 'V26', 'V325', 'V109', 'V142', 'V66', 'V74', 'V252', 'V264', 'D6', 'V239', 'V304', 'V227', 'V58', 'V195', 'V199', 'V73', 'V247', 'V189', 'V167', 'V172', 'V101', 'V261', 'V164', 'V124', 'V221', 'V191', 'D14', 'V115', 'V4', 'V207', 'V52', 'V140', 'V149', 'V232', 'V159', 'V334', 'V301', 'V138', 'D8', 'V151', 'V258', 'P_emaildomain', 'V217', 'V69', 'V126', 'V266', 'V302', 'V12', 'V11', 'card2', 'M7', 'V317', 'V79', 'V315', 'V28', 'V254', 'V95', 'card3', 'V259', 'V90', 'V188', 'V9'}).

This happened while the csv dataset builder was generating data using

hf://datasets/dklestov-cloud/gnn-fraud-transactions/test_identity.csv (at revision 337ab0f67f28fb4bfe316d74ecbb0dbfb6957fbb), ['hf://datasets/dklestov-cloud/gnn-fraud-transactions@337ab0f67f28fb4bfe316d74ecbb0dbfb6957fbb/test_identity.csv', 'hf://datasets/dklestov-cloud/gnn-fraud-transactions@337ab0f67f28fb4bfe316d74ecbb0dbfb6957fbb/test_transaction.csv']

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/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              TransactionID: int64
              id_01: double
              id_02: double
              id_03: double
              id_04: double
              id_05: double
              id_06: double
              id_07: double
              id_08: double
              id_09: double
              id_10: double
              id_11: double
              id_12: string
              id_13: double
              id_14: double
              id_15: string
              id_16: string
              id_17: double
              id_18: double
              id_19: double
              id_20: double
              id_21: double
              id_22: double
              id_23: string
              id_24: double
              id_25: double
              id_26: double
              id_27: string
              id_28: string
              id_29: string
              id_30: string
              id_31: string
              id_32: double
              id_33: string
              id_34: string
              id_35: string
              id_36: string
              id_37: string
              id_38: string
              DeviceType: string
              DeviceInfo: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 4847
              to
              {'TransactionID': Value('int64'), 'isFraud': Value('int64'), 'TransactionDT': Value('int64'), 'TransactionAmt': Value('float64'), 'ProductCD': Value('string'), 'card1': Value('int64'), 'card2': Value('float64'), 'card3': Value('float64'), 'card4': Value('string'), 'card5': Value('float64'), 'card6': Value('string'), 'addr1': Value('float64'), 'addr2': Value('float64'), 'dist1': Value('float64'), 'dist2': Value('float64'), 'P_emaildomain': Value('string'), 'R_emaildomain': Value('string'), 'C1': Value('float64'), 'C2': Value('float64'), 'C3': Value('float64'), 'C4': Value('float64'), 'C5': Value('float64'), 'C6': Value('float64'), 'C7': Value('float64'), 'C8': Value('float64'), 'C9': Value('float64'), 'C10': Value('float64'), 'C11': Value('float64'), 'C12': Value('float64'), 'C13': Value('float64'), 'C14': Value('float64'), 'D1': Value('float64'), 'D2': Value('float64'), 'D3': Value('float64'), 'D4': Value('float64'), 'D5': Value('float64'), 'D6': Value('float64'), 'D7': Value('float64'), 'D8': Value('float64'), 'D9': Value('float64'), 'D10': Value('float64'), 'D11': Value('float64'), 'D12': Value('float64'), 'D13': Value('float64'), 'D14': Value('float64'), 'D15': Value('float64'), 'M1': Value('string'), 'M2': Value('string'), 'M3': Value('string'), 'M4': Value('string'), 'M5': Value('string'), 'M6': Value('string'), 'M7': Value('string'), 'M8': Value('string'), 'M9': Value('string'), 'V1': Value('float64'), 'V2': Value('float64'), 'V3': Value('float64'), 'V4': Value('float64
              ...
               Value('float64'), 'V283': Value('float64'), 'V284': Value('float64'), 'V285': Value('float64'), 'V286': Value('float64'), 'V287': Value('float64'), 'V288': Value('float64'), 'V289': Value('float64'), 'V290': Value('float64'), 'V291': Value('float64'), 'V292': Value('float64'), 'V293': Value('float64'), 'V294': Value('float64'), 'V295': Value('float64'), 'V296': Value('float64'), 'V297': Value('float64'), 'V298': Value('float64'), 'V299': Value('float64'), 'V300': Value('float64'), 'V301': Value('float64'), 'V302': Value('float64'), 'V303': Value('float64'), 'V304': Value('float64'), 'V305': Value('float64'), 'V306': Value('float64'), 'V307': Value('float64'), 'V308': Value('float64'), 'V309': Value('float64'), 'V310': Value('float64'), 'V311': Value('float64'), 'V312': Value('float64'), 'V313': Value('float64'), 'V314': Value('float64'), 'V315': Value('float64'), 'V316': Value('float64'), 'V317': Value('float64'), 'V318': Value('float64'), 'V319': Value('float64'), 'V320': Value('float64'), 'V321': Value('float64'), 'V322': Value('float64'), 'V323': Value('float64'), 'V324': Value('float64'), 'V325': Value('float64'), 'V326': Value('float64'), 'V327': Value('float64'), 'V328': Value('float64'), 'V329': Value('float64'), 'V330': Value('float64'), 'V331': Value('float64'), 'V332': Value('float64'), 'V333': Value('float64'), 'V334': Value('float64'), 'V335': Value('float64'), 'V336': Value('float64'), 'V337': Value('float64'), 'V338': Value('float64'), 'V339': Value('float64')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 40 new columns ({'DeviceType', 'id_27', 'id_10', 'id_31', 'id_21', 'id_26', 'id_03', 'id_18', 'id_20', 'id_04', 'id_13', 'id_28', 'id_16', 'id_35', 'id_36', 'id_01', 'id_06', 'id_29', 'id_09', 'id_19', 'id_02', 'id_32', 'id_05', 'id_12', 'id_22', 'id_11', 'id_30', 'id_07', 'id_14', 'id_34', 'DeviceInfo', 'id_08', 'id_38', 'id_37', 'id_23', 'id_15', 'id_25', 'id_33', 'id_24', 'id_17'}) and 393 missing columns ({'M6', 'V127', 'V20', 'V54', 'C10', 'V319', 'V62', 'V237', 'V110', 'V170', 'C2', 'V280', 'V102', 'V267', 'V180', 'V299', 'V218', 'V98', 'V213', 'V251', 'V214', 'V75', 'card6', 'V240', 'V243', 'V30', 'V27', 'V311', 'V154', 'V330', 'V290', 'V76', 'V65', 'V271', 'V105', 'V42', 'V168', 'D10', 'V44', 'V57', 'V135', 'V335', 'V244', 'V156', 'V212', 'V275', 'V145', 'V322', 'V204', 'V165', 'V19', 'V187', 'V200', 'V103', 'V282', 'V67', 'C7', 'V263', 'V211', 'V248', 'V289', 'V25', 'V16', 'V283', 'card4', 'V233', 'V324', 'V51', 'C12', 'D13', 'V181', 'V328', 'V37', 'V3', 'V68', 'V120', 'V161', 'V111', 'V130', 'V131', 'V220', 'V285', 'V307', 'V277', 'V134', 'V148', 'D5', 'V49', 'V89', 'V147', 'V112', 'C5', 'V117', 'V236', 'V15', 'V234', 'V253', 'V118', 'V87', 'V321', 'V186', 'V169', 'V270', 'V294', 'V250', 'M5', 'V192', 'V14', 'V34', 'V185', 'D15', 'V224', 'V235', 'V24', 'V197', 'V53', 'V241', 'C8', 'V182', 'V88', 'V139', 'V190', 'V201', 'V50', 'V177', 'V31', 'V38', 'V333', 'V78', 'V288', 'V174', 'V226', 'V141', 'V313', 'V222', 'V64', 'V33', 'V231', 'V94', 'addr1', 'V286', 'V316', 'V7', 'V70', 'V97', 'V8', 'V5', 'V176', 'V121', 'V308', 'V155', 'V158', 'V144', 'V297', 'V284', 'V268', 'C9', 'V136', 'V46', 'V133', 'V306', 'V22', 'ProductCD', 'V160', 'V99', 'TransactionAmt', 'V85', 'V323', 'V114', 'V196', 'V209', 'D7', 'V273', 'V84', 'V43', 'V2', 'V150', 'V153', 'V287', 'V202', 'V92', 'V13', 'V265', 'V179', 'V312', 'V291', 'V332', 'V166', 'TransactionDT', 'V279', 'V56', 'V113', 'V331', 'M4', '
              ...
              7', 'V216', 'V295', 'V205', 'V71', 'V77', 'V184', 'C3', 'V36', 'V339', 'M1', 'C11', 'V137', 'V123', 'V61', 'C4', 'V41', 'V173', 'V86', 'V82', 'C6', 'V249', 'V59', 'V219', 'V122', 'dist2', 'C13', 'V104', 'V171', 'V309', 'V6', 'V183', 'V45', 'D3', 'V305', 'V29', 'V39', 'V256', 'V293', 'V23', 'V274', 'V96', 'V32', 'V225', 'V303', 'C14', 'addr2', 'V269', 'V60', 'D4', 'D9', 'V272', 'V281', 'V338', 'V81', 'dist1', 'V55', 'V194', 'V129', 'V35', 'V63', 'V162', 'V106', 'C1', 'V245', 'V107', 'V1', 'V314', 'V260', 'V210', 'V93', 'V72', 'V47', 'V310', 'V230', 'V21', 'V278', 'V242', 'V18', 'V296', 'V298', 'V152', 'V208', 'V80', 'V146', 'V329', 'D1', 'V255', 'card1', 'V326', 'V257', 'V318', 'V215', 'V327', 'V100', 'V300', 'V132', 'V157', 'V229', 'V238', 'V292', 'V143', 'V175', 'M9', 'D11', 'V163', 'V40', 'V337', 'V119', 'V48', 'D12', 'M2', 'V128', 'V228', 'V203', 'V108', 'V336', 'V178', 'V198', 'isFraud', 'V246', 'V125', 'V320', 'R_emaildomain', 'V83', 'V10', 'V276', 'D2', 'V91', 'V206', 'M8', 'M3', 'V193', 'card5', 'V26', 'V325', 'V109', 'V142', 'V66', 'V74', 'V252', 'V264', 'D6', 'V239', 'V304', 'V227', 'V58', 'V195', 'V199', 'V73', 'V247', 'V189', 'V167', 'V172', 'V101', 'V261', 'V164', 'V124', 'V221', 'V191', 'D14', 'V115', 'V4', 'V207', 'V52', 'V140', 'V149', 'V232', 'V159', 'V334', 'V301', 'V138', 'D8', 'V151', 'V258', 'P_emaildomain', 'V217', 'V69', 'V126', 'V266', 'V302', 'V12', 'V11', 'card2', 'M7', 'V317', 'V79', 'V315', 'V28', 'V254', 'V95', 'card3', 'V259', 'V90', 'V188', 'V9'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/dklestov-cloud/gnn-fraud-transactions/test_identity.csv (at revision 337ab0f67f28fb4bfe316d74ecbb0dbfb6957fbb), ['hf://datasets/dklestov-cloud/gnn-fraud-transactions@337ab0f67f28fb4bfe316d74ecbb0dbfb6957fbb/test_identity.csv', 'hf://datasets/dklestov-cloud/gnn-fraud-transactions@337ab0f67f28fb4bfe316d74ecbb0dbfb6957fbb/test_transaction.csv']
              
              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)