| { |
| "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" |
| ] |
| } |
|
|
