File size: 2,500 Bytes
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"transactions_columns": {
"txn_id": "int32",
"sender_id": "int64",
"receiver_id": "int64",
"amount": "float32",
"timestamp": "float32",
"txn_type": "int8",
"is_fraud": "int8",
"fraud_type": "str",
"is_retry": "int8",
"risk_score": "float32",
"fail_prob": "float32",
"failed": "int8",
"twin_pair_id": "int64",
"template_id": "int64",
"twin_role": "str",
"twin_label": "int8",
"motif_source": "int8",
"motif_chain_state": "float32",
"motif_strength": "float32",
"dynamic_fraud_state": "float32",
"fraud_source": "str",
"motif_hit_count": "int32",
"trigger_event_idx": "int32",
"label_event_idx": "int32",
"label_delay": "int32",
"is_fallback_label": "int8",
"risk_noisy": "float32",
"neighbor_score": "float32",
"pair_freq": "float32",
"txn_count_10": "float32",
"amount_sum_10": "float32"
},
"matched_pairs_columns": {
"pair_event_id": "int64",
"twin_pair_id": "int64",
"template_id": "int64",
"matched_local_event_idx": "int64",
"prefix_txn_count": "int64",
"sender_id": "int64",
"label": "int64",
"twin_role": "str",
"matched_sender_id": "int64",
"total_txn_count": "int64",
"eval_timestamp": "float64",
"account_age": "float64",
"active_age": "float64",
"benchmark_mode": "str",
"difficulty": "str",
"seed": "int64"
},
"audit_summary_columns": {
"pair_total_txn_count_diff_mean": "float64",
"pair_total_txn_count_diff_max": "float64",
"auc_total_txn_count": "float64",
"auc_local_event_idx": "float64",
"auc_prefix_txn_count": "float64",
"auc_timestamp": "float64",
"auc_account_age": "float64",
"auc_active_age": "float64",
"fraud_label_event_idx_mean": "float64",
"fraud_label_event_idx_max": "float64",
"benign_eval_event_idx_mean": "float64",
"benign_eval_event_idx_max": "float64",
"pair_event_idx_diff_mean": "float64",
"pair_event_idx_diff_max": "float64",
"pair_active_age_diff_mean": "float64",
"pair_active_age_diff_max": "float64",
"pair_timestamp_diff_mean": "float64",
"pair_timestamp_diff_max": "float64",
"benign_motif_hit_rate": "float64",
"benign_motif_hit_pairs": "int64",
"matched_control_examples": "int64",
"matched_control_pair_events": "int64"
},
"files": [
"transactions.parquet",
"matched_pairs.parquet",
"audit_summary.csv",
"schema.json",
"config.yaml"
]
}
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