Datasets:

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1011-Labs

/

AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance

Like 1

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 13 new columns ({'facility_name', 'amount_round_number_flag', 'document_type', 'document_id_number', 'pdf_creator_software', 'document_similarity_score', 'logo_resolution_variance', 'is_ai_generated', 'facility_country', 'abbreviation_count', 'document_creation_timestamp', 'text_grammar_score', 'document_id'}) and 14 missing columns ({'days_to_decision', 'documents_submitted', 'claim_submission_date', 'claim_value_ksh', 'alleged_event_date', 'fraud_detection_flag', 'document_package_type', 'cross_insurer_match', 'claim_type', 'policy_id', 'alleged_event_location', 'claim_status', 'is_fraud_claim', 'fraud_flag_date'}).

This happened while the csv dataset builder was generating data using

hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/document_metadata_CS202606002_v1.csv (at revision 2de84be9d0b82fa7e004938b0f005cd435cffa57), [/tmp/hf-datasets-cache/medium/datasets/64550839758346-config-parquet-and-info-1011-Labs-AI-Driven_Docum-0a8e06c8/hub/datasets--1011-Labs--AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/snapshots/2de84be9d0b82fa7e004938b0f005cd435cffa57/claims_CS202606002_v1.csv (origin=hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance@2de84be9d0b82fa7e004938b0f005cd435cffa57/claims_CS202606002_v1.csv), /tmp/hf-datasets-cache/medium/datasets/64550839758346-config-parquet-and-info-1011-Labs-AI-Driven_Docum-0a8e06c8/hub/datasets--1011-Labs--AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/snapshots/2de84be9d0b82fa7e004938b0f005cd435cffa57/document_metadata_CS202606002_v1.csv (origin=hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance@2de84be9d0b82fa7e004938b0f005cd435cffa57/document_metadata_CS202606002_v1.csv), /tmp/hf-datasets-cache/medium/datasets/64550839758346-config-parquet-and-info-1011-Labs-AI-Driven_Docum-0a8e06c8/hub/datasets--1011-Labs--AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/snapshots/2de84be9d0b82fa7e004938b0f005cd435cffa57/platform_events_CS202606002_v1.csv (origin=hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance@2de84be9d0b82fa7e004938b0f005cd435cffa57/platform_events_CS202606002_v1.csv), /tmp/hf-datasets-cache/medium/datasets/64550839758346-config-parquet-and-info-1011-Labs-AI-Driven_Docum-0a8e06c8/hub/datasets--1011-Labs--AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/snapshots/2de84be9d0b82fa7e004938b0f005cd435cffa57/policies_CS202606002_v1.csv (origin=hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance@2de84be9d0b82fa7e004938b0f005cd435cffa57/policies_CS202606002_v1.csv), /tmp/hf-datasets-cache/medium/datasets/64550839758346-config-parquet-and-info-1011-Labs-AI-Driven_Docum-0a8e06c8/hub/datasets--1011-Labs--AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/snapshots/2de84be9d0b82fa7e004938b0f005cd435cffa57/policyholders_CS202606002_v1.csv (origin=hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance@2de84be9d0b82fa7e004938b0f005cd435cffa57/policyholders_CS202606002_v1.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
              document_id: string
              claim_id: string
              policyholder_id: string
              synthetic_marker: string
              document_type: string
              document_creation_timestamp: string
              pdf_creator_software: string
              document_id_number: string
              facility_name: string
              facility_country: string
              text_grammar_score: double
              abbreviation_count: int64
              logo_resolution_variance: double
              amount_round_number_flag: bool
              document_similarity_score: double
              is_ai_generated: bool
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2415
              to
              {'claim_id': Value('string'), 'policy_id': Value('string'), 'policyholder_id': Value('string'), 'synthetic_marker': Value('string'), 'claim_type': Value('string'), 'claim_submission_date': Value('string'), 'alleged_event_date': Value('string'), 'alleged_event_location': Value('string'), 'claim_value_ksh': Value('float64'), 'claim_status': Value('string'), 'documents_submitted': Value('int64'), 'document_package_type': Value('string'), 'days_to_decision': Value('int64'), 'is_fraud_claim': Value('bool'), 'fraud_detection_flag': Value('bool'), 'fraud_flag_date': Value('string'), 'cross_insurer_match': Value('bool')}
              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 13 new columns ({'facility_name', 'amount_round_number_flag', 'document_type', 'document_id_number', 'pdf_creator_software', 'document_similarity_score', 'logo_resolution_variance', 'is_ai_generated', 'facility_country', 'abbreviation_count', 'document_creation_timestamp', 'text_grammar_score', 'document_id'}) and 14 missing columns ({'days_to_decision', 'documents_submitted', 'claim_submission_date', 'claim_value_ksh', 'alleged_event_date', 'fraud_detection_flag', 'document_package_type', 'cross_insurer_match', 'claim_type', 'policy_id', 'alleged_event_location', 'claim_status', 'is_fraud_claim', 'fraud_flag_date'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/document_metadata_CS202606002_v1.csv (at revision 2de84be9d0b82fa7e004938b0f005cd435cffa57), [/tmp/hf-datasets-cache/medium/datasets/64550839758346-config-parquet-and-info-1011-Labs-AI-Driven_Docum-0a8e06c8/hub/datasets--1011-Labs--AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/snapshots/2de84be9d0b82fa7e004938b0f005cd435cffa57/claims_CS202606002_v1.csv (origin=hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance@2de84be9d0b82fa7e004938b0f005cd435cffa57/claims_CS202606002_v1.csv), /tmp/hf-datasets-cache/medium/datasets/64550839758346-config-parquet-and-info-1011-Labs-AI-Driven_Docum-0a8e06c8/hub/datasets--1011-Labs--AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/snapshots/2de84be9d0b82fa7e004938b0f005cd435cffa57/document_metadata_CS202606002_v1.csv (origin=hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance@2de84be9d0b82fa7e004938b0f005cd435cffa57/document_metadata_CS202606002_v1.csv), /tmp/hf-datasets-cache/medium/datasets/64550839758346-config-parquet-and-info-1011-Labs-AI-Driven_Docum-0a8e06c8/hub/datasets--1011-Labs--AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/snapshots/2de84be9d0b82fa7e004938b0f005cd435cffa57/platform_events_CS202606002_v1.csv (origin=hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance@2de84be9d0b82fa7e004938b0f005cd435cffa57/platform_events_CS202606002_v1.csv), /tmp/hf-datasets-cache/medium/datasets/64550839758346-config-parquet-and-info-1011-Labs-AI-Driven_Docum-0a8e06c8/hub/datasets--1011-Labs--AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/snapshots/2de84be9d0b82fa7e004938b0f005cd435cffa57/policies_CS202606002_v1.csv (origin=hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance@2de84be9d0b82fa7e004938b0f005cd435cffa57/policies_CS202606002_v1.csv), /tmp/hf-datasets-cache/medium/datasets/64550839758346-config-parquet-and-info-1011-Labs-AI-Driven_Docum-0a8e06c8/hub/datasets--1011-Labs--AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance/snapshots/2de84be9d0b82fa7e004938b0f005cd435cffa57/policyholders_CS202606002_v1.csv (origin=hf://datasets/1011-Labs/AI-Driven_Document_Fraud_Claims_for_Kenyan_Travel_Insurance@2de84be9d0b82fa7e004938b0f005cd435cffa57/policyholders_CS202606002_v1.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)