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GTI_GERENCIADOR_FISCAL/central/app/ai/historical_conflicts.py
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Python

"""Evidence reconstruction for historical KB conflicts.
The seed payload contains the current 90 observable conflicts but not the
identity/evidence rows for the remaining 73 historical conflict records. This
module makes that limitation explicit instead of fabricating identities.
"""
from collections import Counter
RESOLVED_EQUIVALENT_PRODUCT = "RESOLVED_EQUIVALENT_PRODUCT"
FALSE_MATCH = "FALSE_MATCH"
VALID_NCM_CONFLICT = "VALID_NCM_CONFLICT"
STALE_OBSERVATION = "STALE_OBSERVATION"
INSUFFICIENT_EVIDENCE = "INSUFFICIENT_EVIDENCE"
def reconstruct_historical_conflicts(payload: dict, historical_count: int = 73) -> dict:
products = payload.get("products", [])
gtin_count = sum(1 for product in products if product.get("gtin"))
fingerprint_count = sum(1 for product in products if product.get("fingerprint"))
evidence_summary = {
"payload_products": len(products),
"payload_gtin_products": gtin_count,
"payload_fingerprint_products": fingerprint_count,
"fields_available": ["gtin", "fingerprint", "normalized_description", "unit", "ncm", "observations"],
"historical_identity_records_found": 0,
}
rows = []
for index in range(1, historical_count + 1):
rows.append({
"historical_conflict_id": f"HISTORICAL-{index:03d}",
"classification": INSUFFICIENT_EVIDENCE,
"evidence_search": evidence_summary,
"resolution": "PRESERVE_CONFLICT",
"reason": "original conflict identity/evidence row is absent from available artifacts; no NCM selected",
})
return {
"artifact": "KB_HISTORICAL_CONFLICT_AUDIT_V1",
"historical_conflicts_before": historical_count,
"historical_conflicts_resolved": 0,
"historical_conflicts_remaining": historical_count,
"classification_counts": dict(Counter(row["classification"] for row in rows)),
"conflicts": rows,
"current_observable_conflicts_preserved": 90,
"current_conflict_policy": "NCM_CONFLICT rows remain blocked; no majority resolution",
"evidence_complete": False,
}