qcode / scripts /verify_dataset.py
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Publish expert-readable QLDPC search snapshot
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#!/usr/bin/env python3
from __future__ import annotations
import argparse, gzip, hashlib, json
from pathlib import Path
def sha(path):
h=hashlib.sha256()
with path.open("rb") as f:
for block in iter(lambda:f.read(1<<20),b""): h.update(block)
return h.hexdigest()
def load_mtx(path):
with gzip.open(path,"rt",encoding="ascii") as f:
header=f.readline().strip()
assert header=="%%MatrixMarket matrix coordinate integer general",(path,header)
line=f.readline()
while line.startswith("%"): line=f.readline()
rows,cols,nnz=map(int,line.split()); out=[[0]*cols for _ in range(rows)]
seen=0
for line in f:
if not line.strip(): continue
r,c,v=map(int,line.split()); assert v==1
out[r-1][c-1]^=1; seen+=1
assert seen==nnz
return out
def rank(a):
a=[sum((v&1)<<j for j,v in enumerate(row)) for row in a]
out=0
while a:
pivot=max(a)
if not pivot: break
bit=1<<(pivot.bit_length()-1); out+=1
a=[x^pivot if x&bit else x for x in a if x!=pivot]
return out
def content_sha(a):
shape=[len(a),len(a[0]) if a else 0]
header=json.dumps({"dtype":"uint8-gf2","shape":shape},sort_keys=True,separators=(",",":"))
raw=bytes(v&1 for row in a for v in row)
return hashlib.sha256(header.encode()+b"\n"+raw).hexdigest()
def in_row_space(a,bits): return rank(a+[bits])==rank(a)
def parity(row,bits): return sum(x&y for x,y in zip(row,bits))&1
def main(root):
sums=root/"manifests/SHA256SUMS"; checked=0
for line in sums.read_text().splitlines():
expected,rel=line.split(" ",1); path=root/rel
assert sha(path)==expected,(rel,"file sha mismatch"); checked+=1
candidates={}
for line in (root/"data/candidates.jsonl").read_text().splitlines():
row=json.loads(line); cid=row["candidate_id"]; assert cid not in candidates; candidates[cid]=row
proofs={json.loads(line)["candidate_id"]:json.loads(line) for line in (root/"evidence/proofs.jsonl").read_text().splitlines()}
assert candidates.keys()==proofs.keys()
for cid,row in candidates.items():
mx=row["matrices"]; hx=load_mtx(root/mx["hx_path"]); hz=load_mtx(root/mx["hz_path"])
assert sha(root/mx["hx_path"])==mx["hx_file_sha256"]
assert sha(root/mx["hz_path"])==mx["hz_file_sha256"]
assert content_sha(hx)==mx["hx_content_sha256"]
assert content_sha(hz)==mx["hz_content_sha256"]
n=row["parameters"]["n"]; assert len(hx[0])==len(hz[0])==n
rx,rz=rank(hx),rank(hz); assert rx==row["matrix_checks"]["rank_x"] and rz==row["matrix_checks"]["rank_z"]
assert n-rx-rz==row["parameters"]["k"]
assert all(parity(x,z)==0 for x in hx for z in hz)
k=row["parameters"]["k"]; target=row["target"]["required_distance"]
assert k*(target-1)*(target-1)<=12*n and k*target*target>12*n
for key in ("lower_bound","upper_bound","exact"):
d=row["distance"][key]; f=row["fom"][key]
assert (d is None)==(f is None)
if d is not None: assert abs(f-k*d*d/n)<1e-12
proof=proofs[cid]
witnesses=[]
report=proof.get("logical_basis_upper_bound_evidence") or {}
if isinstance(report.get("witness"),dict): witnesses.append(report["witness"])
audit=proof.get("trusted_audit") or {}
if isinstance(audit.get("symplectic_weight_witness"),dict): witnesses.append(audit["symplectic_weight_witness"])
oracle=proof.get("formal_lower_bound_evidence") or {}
if oracle.get("outcome")=="SAT" and isinstance(oracle.get("witness"),dict): witnesses.append(oracle["witness"])
for witness in witnesses:
bits=witness.get("bits"); side=witness.get("side") or witness.get("sector")
if not isinstance(bits,list): continue
assert len(bits)==n and sum(bits)==int(witness["weight"])
if side=="X": assert all(parity(row,bits)==0 for row in hz) and not in_row_space(hx,bits)
elif side=="Z": assert all(parity(row,bits)==0 for row in hx) and not in_row_space(hz,bits)
manifest=json.loads((root/"manifests/selection.json").read_text())
assert manifest["selected_candidates"]==len(candidates)
assert manifest["certified_fom_gt_12_count"]==sum(r["target"]["certified_win"] for r in candidates.values())
print(f"PASS: {checked} file hashes, {len(candidates)} candidates, all matrices and witnesses verified")
if __name__=="__main__":
p=argparse.ArgumentParser(); p.add_argument("root",type=Path,nargs="?",default=Path(".")); a=p.parse_args(); main(a.root.resolve())