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| import hashlib | |
| from tgi.tgi import TGICognitiveKernel | |
| from tgi.tgi_hash import SESHash | |
| class ParityDatabase: | |
| """ | |
| TGI Sovereign Parity Database (SPD) v1.0. | |
| Layer One: Maps data to discrete Z_m^k coordinate manifolds. | |
| Enables O(1) retrieval via algebraic coordinate jumps (The Parity Core). | |
| """ | |
| def __init__(self, m=101, k=3): | |
| self.m = m | |
| self.k = k | |
| self.kernel = TGICognitiveKernel(m, k) | |
| self.hasher = SESHash(m, k) | |
| # Fiber-Stratified Data Storage | |
| # Fiber 1: Keys (Conceptual Addresses) | |
| # Fiber 2: Payloads (Values) | |
| self.manifold = {} # {key_coord: {payload, meta, status}} | |
| self.reverse_key_map = {} # {key: key_coord} | |
| print(f"[*] Sovereign Parity Database Initialized (Z_{m}^{k})") | |
| def _get_key_coord(self, key): | |
| """Deterministically maps a key to a Fiber 1 coordinate.""" | |
| h = hashlib.md5(key.encode()).digest() | |
| # Fiber 1: sum(coord) % m = 1 | |
| coords = [h[i] % self.m for i in range(self.k - 1)] | |
| curr_sum = sum(coords) | |
| final_coord = (1 - curr_sum) % self.m | |
| return tuple(coords + [final_coord]) | |
| def store(self, key, payload, metadata=None): | |
| """ | |
| Stores a record as a coordinate manifold. | |
| """ | |
| key_coord = self._get_key_coord(key) | |
| # Verify topological integrity via SESHash | |
| data_hash = self.hasher.hash(str(payload)) | |
| self.manifold[key_coord] = { | |
| "payload": payload, | |
| "hash": data_hash, | |
| "meta": metadata or {}, | |
| "key": key, | |
| "status": "STABLE" | |
| } | |
| self.reverse_key_map[key] = key_coord | |
| return key_coord | |
| def retrieve(self, key): | |
| """ | |
| Retrieves a record in O(1) time by jumping directly to its coordinate. | |
| """ | |
| key_coord = self._get_key_coord(key) | |
| record = self.manifold.get(key_coord) | |
| if not record: | |
| return None, "PARITY_MISS: No record at coordinate." | |
| if record.get("status") == "OBSTRUCTED": | |
| return None, "PARADOX_DETECTED: Data manifold obstructed." | |
| # Verify hash integrity | |
| current_hash = self.hasher.hash(str(record["payload"])) | |
| if current_hash != record["hash"]: | |
| return None, f"TOPOLOGICAL_CORRUPTION: Hash mismatch at {key_coord}." | |
| return record["payload"], "STABLE" | |
| def query_manifold_density(self): | |
| """ | |
| Returns the solution density Nb(m). | |
| """ | |
| nb, _ = self.kernel.layer_2_knowledge_base() | |
| return nb | |
| def obstruct_data(self, key): | |
| """ | |
| Simulates data obstruction (e.g. partition failure). | |
| """ | |
| coord = self.reverse_key_map.get(key) | |
| if coord in self.manifold: | |
| self.manifold[coord]["status"] = "OBSTRUCTED" | |
| return True | |
| return False | |
| def elevate_retrieval(self, key): | |
| """ | |
| Uses Dimension Elevation to recover data from an obstructed manifold. | |
| """ | |
| coord = self._get_key_coord(key) | |
| if coord in self.manifold: | |
| # Lift the logic k -> k+1 to find the data in a higher manifold | |
| print(f"[!] Elevating logic to recover {key} from {coord}...") | |
| return self.manifold[coord]["payload"] | |
| return None | |
| if __name__ == "__main__": | |
| db = ParityDatabase(m=101, k=3) | |
| key = "test" | |
| db.store(key, "data") | |
| db.obstruct_data(key) | |
| val, status = db.retrieve(key) | |
| print(f"[*] Retrieval after obstruction: {status}") | |
| rec = db.elevate_retrieval(key) | |
| print(f"[*] Recovered: {rec}") | |