Datasets:

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FergieFeng

/

agentic-analytics-lab

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 9 new columns ({'max_single_txn_90d', 'txn_count_30d', 'avg_balance_30d', 'active_days_30d', 'txn_count_7d', 'outflow_30d', 'effective_date', 'avg_balance_90d', 'outflow_90d'}) and 11 missing columns ({'event_id', 'product_type', 'event_name', 'currency', 'account_id', 'channel', 'event_ts', 'balance_after', 'event_date', 'event_amount', 'event_type'}).

This happened while the csv dataset builder was generating data using

hf://datasets/FergieFeng/agentic-analytics-lab/daily_cust_feature.csv (at revision 827b52b52cc989a96a1a3307aa9ff2175d9470cc), [/tmp/hf-datasets-cache/medium/datasets/47291474433391-config-parquet-and-info-FergieFeng-agentic-analyt-b066f791/hub/datasets--FergieFeng--agentic-analytics-lab/snapshots/827b52b52cc989a96a1a3307aa9ff2175d9470cc/cust_event_log.csv (origin=hf://datasets/FergieFeng/agentic-analytics-lab@827b52b52cc989a96a1a3307aa9ff2175d9470cc/cust_event_log.csv), /tmp/hf-datasets-cache/medium/datasets/47291474433391-config-parquet-and-info-FergieFeng-agentic-analyt-b066f791/hub/datasets--FergieFeng--agentic-analytics-lab/snapshots/827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_feature.csv (origin=hf://datasets/FergieFeng/agentic-analytics-lab@827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_feature.csv), /tmp/hf-datasets-cache/medium/datasets/47291474433391-config-parquet-and-info-FergieFeng-agentic-analyt-b066f791/hub/datasets--FergieFeng--agentic-analytics-lab/snapshots/827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_flag.csv (origin=hf://datasets/FergieFeng/agentic-analytics-lab@827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_flag.csv), /tmp/hf-datasets-cache/medium/datasets/47291474433391-config-parquet-and-info-FergieFeng-agentic-analyt-b066f791/hub/datasets--FergieFeng--agentic-analytics-lab/snapshots/827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_profile.csv (origin=hf://datasets/FergieFeng/agentic-analytics-lab@827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_profile.csv), /tmp/hf-datasets-cache/medium/datasets/47291474433391-config-parquet-and-info-FergieFeng-agentic-analyt-b066f791/hub/datasets--FergieFeng--agentic-analytics-lab/snapshots/827b52b52cc989a96a1a3307aa9ff2175d9470cc/monthly_cust_model.csv (origin=hf://datasets/FergieFeng/agentic-analytics-lab@827b52b52cc989a96a1a3307aa9ff2175d9470cc/monthly_cust_model.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/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, 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
              effective_date: string
              customer_id: string
              txn_count_7d: int64
              txn_count_30d: int64
              outflow_30d: double
              outflow_90d: double
              avg_balance_30d: double
              avg_balance_90d: double
              active_days_30d: int64
              max_single_txn_90d: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1527
              to
              {'event_id': Value('string'), 'event_ts': Value('string'), 'event_date': Value('string'), 'account_id': Value('string'), 'customer_id': Value('string'), 'product_type': Value('string'), 'event_type': Value('string'), 'event_name': Value('string'), 'channel': Value('string'), 'event_amount': Value('float64'), 'currency': Value('string'), 'balance_after': 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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1889, 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 9 new columns ({'max_single_txn_90d', 'txn_count_30d', 'avg_balance_30d', 'active_days_30d', 'txn_count_7d', 'outflow_30d', 'effective_date', 'avg_balance_90d', 'outflow_90d'}) and 11 missing columns ({'event_id', 'product_type', 'event_name', 'currency', 'account_id', 'channel', 'event_ts', 'balance_after', 'event_date', 'event_amount', 'event_type'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/FergieFeng/agentic-analytics-lab/daily_cust_feature.csv (at revision 827b52b52cc989a96a1a3307aa9ff2175d9470cc), [/tmp/hf-datasets-cache/medium/datasets/47291474433391-config-parquet-and-info-FergieFeng-agentic-analyt-b066f791/hub/datasets--FergieFeng--agentic-analytics-lab/snapshots/827b52b52cc989a96a1a3307aa9ff2175d9470cc/cust_event_log.csv (origin=hf://datasets/FergieFeng/agentic-analytics-lab@827b52b52cc989a96a1a3307aa9ff2175d9470cc/cust_event_log.csv), /tmp/hf-datasets-cache/medium/datasets/47291474433391-config-parquet-and-info-FergieFeng-agentic-analyt-b066f791/hub/datasets--FergieFeng--agentic-analytics-lab/snapshots/827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_feature.csv (origin=hf://datasets/FergieFeng/agentic-analytics-lab@827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_feature.csv), /tmp/hf-datasets-cache/medium/datasets/47291474433391-config-parquet-and-info-FergieFeng-agentic-analyt-b066f791/hub/datasets--FergieFeng--agentic-analytics-lab/snapshots/827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_flag.csv (origin=hf://datasets/FergieFeng/agentic-analytics-lab@827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_flag.csv), /tmp/hf-datasets-cache/medium/datasets/47291474433391-config-parquet-and-info-FergieFeng-agentic-analyt-b066f791/hub/datasets--FergieFeng--agentic-analytics-lab/snapshots/827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_profile.csv (origin=hf://datasets/FergieFeng/agentic-analytics-lab@827b52b52cc989a96a1a3307aa9ff2175d9470cc/daily_cust_profile.csv), /tmp/hf-datasets-cache/medium/datasets/47291474433391-config-parquet-and-info-FergieFeng-agentic-analyt-b066f791/hub/datasets--FergieFeng--agentic-analytics-lab/snapshots/827b52b52cc989a96a1a3307aa9ff2175d9470cc/monthly_cust_model.csv (origin=hf://datasets/FergieFeng/agentic-analytics-lab@827b52b52cc989a96a1a3307aa9ff2175d9470cc/monthly_cust_model.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)