Datasets:

---

1011-Labs

/

peer_to_peer_lending

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 7 new columns ({'portfolio_value_kes', 'auto_invest_enabled', 'kyc_level', 'total_loans_funded', 'persona_type', 'onboarding_date', 'risk_appetite'}) and 9 missing columns ({'recovery_rate', 'timestamp', 'loan_part_id', 'amount_kes', 'portfolio_status', 'days_late', 'entry_type', 'entry_id', 'reinvestment_action'}).

This happened while the csv dataset builder was generating data using

hf://datasets/1011-Labs/peer_to_peer_lending/synthetic_lenders.csv (at revision b9a3733796c499d14fa7b3c391df3915f8809397), [/tmp/hf-datasets-cache/medium/datasets/42286612050396-config-parquet-and-info-1011-Labs-peer_to_peer_le-659b8ae7/hub/datasets--1011-Labs--peer_to_peer_lending/snapshots/b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_ledger.csv (origin=hf://datasets/1011-Labs/peer_to_peer_lending@b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_ledger.csv), /tmp/hf-datasets-cache/medium/datasets/42286612050396-config-parquet-and-info-1011-Labs-peer_to_peer_le-659b8ae7/hub/datasets--1011-Labs--peer_to_peer_lending/snapshots/b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_lenders.csv (origin=hf://datasets/1011-Labs/peer_to_peer_lending@b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_lenders.csv), /tmp/hf-datasets-cache/medium/datasets/42286612050396-config-parquet-and-info-1011-Labs-peer_to_peer_le-659b8ae7/hub/datasets--1011-Labs--peer_to_peer_lending/snapshots/b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_loan_contracts.csv (origin=hf://datasets/1011-Labs/peer_to_peer_lending@b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_loan_contracts.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 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              lender_id: string
              persona_type: string
              kyc_level: string
              onboarding_date: string
              portfolio_value_kes: double
              auto_invest_enabled: bool
              total_loans_funded: int64
              risk_appetite: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1284
              to
              {'entry_id': Value('string'), 'lender_id': Value('string'), 'entry_type': Value('string'), 'amount_kes': Value('float64'), 'loan_part_id': Value('string'), 'portfolio_status': Value('string'), 'timestamp': Value('string'), 'reinvestment_action': Value('string'), 'days_late': Value('int64'), 'recovery_rate': 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 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 7 new columns ({'portfolio_value_kes', 'auto_invest_enabled', 'kyc_level', 'total_loans_funded', 'persona_type', 'onboarding_date', 'risk_appetite'}) and 9 missing columns ({'recovery_rate', 'timestamp', 'loan_part_id', 'amount_kes', 'portfolio_status', 'days_late', 'entry_type', 'entry_id', 'reinvestment_action'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/1011-Labs/peer_to_peer_lending/synthetic_lenders.csv (at revision b9a3733796c499d14fa7b3c391df3915f8809397), [/tmp/hf-datasets-cache/medium/datasets/42286612050396-config-parquet-and-info-1011-Labs-peer_to_peer_le-659b8ae7/hub/datasets--1011-Labs--peer_to_peer_lending/snapshots/b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_ledger.csv (origin=hf://datasets/1011-Labs/peer_to_peer_lending@b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_ledger.csv), /tmp/hf-datasets-cache/medium/datasets/42286612050396-config-parquet-and-info-1011-Labs-peer_to_peer_le-659b8ae7/hub/datasets--1011-Labs--peer_to_peer_lending/snapshots/b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_lenders.csv (origin=hf://datasets/1011-Labs/peer_to_peer_lending@b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_lenders.csv), /tmp/hf-datasets-cache/medium/datasets/42286612050396-config-parquet-and-info-1011-Labs-peer_to_peer_le-659b8ae7/hub/datasets--1011-Labs--peer_to_peer_lending/snapshots/b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_loan_contracts.csv (origin=hf://datasets/1011-Labs/peer_to_peer_lending@b9a3733796c499d14fa7b3c391df3915f8809397/synthetic_loan_contracts.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)