#!/usr/bin/env python3 """check_release_sync.py — is the published data layer the same bytes in every place? This project ships the same evidence bundle to three locations that update independently: * the source repository on GitHub (the canonical tree, checked out or committed), * the Hugging Face dataset repository (`2makeitwork/paper_ai_Qos`), * a Zenodo record, either a published record id or a draft id (a draft needs a token). None of them knows about the others. A file edited in the source tree stays stale everywhere else until someone re-uploads it, and a Zenodo record can never be deleted once published — so drift is the normal state, and the only honest response is to measure it rather than assert it away. Two deliberate tolerances, both narrow and both reported out loud: * `analysis/summary_tables.md` is generated, and its footer carries a content hash plus a second-precision timestamp. When the hashes differ, the hashes *inside* the two files are compared: equal means the same statistics built at different moments, and the line says so instead of crying drift. * the served text is scanned for internal instructions ("paste this file", pointers to files that are deliberately not published). Fixing a document locally is not the same as fixing what the hub hands out, and the hub's history keeps every earlier revision. Usage: python3 scripts/check_release_sync.py # working tree vs the hub python3 scripts/check_release_sync.py --ref v0.3.0-pre # a tagged tree vs the hub ZENODO_TOKEN=… python3 scripts/check_release_sync.py --zenodo-draft python3 scripts/check_release_sync.py --zenodo 1234567 # a published record, no token Exit code 0 = the manifests agree and the served text is clean; 1 = drift, a text finding, or a location that could not be reached. The manifest is the data layer: `evidence/`, `analysis/`, the scripts that make its claims checkable, and the documents and licence notices listed in PAYLOAD below. """ from __future__ import annotations import argparse import hashlib import json import os import re import subprocess import sys import tempfile import urllib.error import urllib.parse import urllib.request from pathlib import Path ROOT = Path(__file__).resolve().parents[1] HF_REPO = "2makeitwork/paper_ai_Qos" # Files that make up the published data layer, relative to its root. The card is # DATASET_CARD.md in the source tree and README.md once published. PAYLOAD = ["README.md", "methodology.md", "anonymization.md", "LICENSE", "LICENSE-code.md", "LICENSE-content.md", "CITATION.cff", "scripts/analyze.py", "scripts/verify_dataset_card.py", "scripts/check_release_sync.py"] PAYLOAD_DIRS = ["evidence", "analysis"] CARD_SOURCE = "DATASET_CARD.md" STAMPED = {"analysis/summary_tables.md"} STAMP_RE = re.compile(r"sha256:([0-9a-f]{64})") # Phrasing that is a defect wherever it appears: instructions to whoever maintains the # repository, shipped inside a document a reader downloads. ALWAYS_BAD = ("Paste this file", "How to publish", "how to publish") # Names of files that stay on the author's workstation. Naming one is acceptable only on a # line that says so, which is what the source repository's own document table does. PRIVATE_NAMES = ("PUBLICATION.md", "prior-works.md", "methodology_guidance") DISCLOSED_WORDS = ("not published", "not part of", "deliberately", "private", "ignored", "working notes", "kept local", "no reading obligation", "local-only") class Manifest: """Relative path -> ((md5, size), stamp token), plus where it came from.""" def __init__(self, base: Path | None = None): self.base = base self.entries: dict[str, tuple[tuple[str, int], str | None]] = {} self.tokens: dict[str, str] = {} def add(self, rel: str, blob: bytes) -> None: self.entries[rel] = ((hashlib.md5(blob).hexdigest(), len(blob)), None) found = STAMP_RE.search(blob.decode("utf-8", errors="replace")) if found and rel in STAMPED: self.entries[rel] = (self.entries[rel][0], found.group(0)) def scan(self, base: Path) -> "Manifest": for name in PAYLOAD: src = base / (CARD_SOURCE if name == "README.md" and (base / CARD_SOURCE).exists() else name) if not src.exists(): continue if src.name == CARD_SOURCE: self.add(name, published_card(src).encode()) else: self.add(name, src.read_bytes()) for d in PAYLOAD_DIRS: for p in sorted((base / d).rglob("*")) if (base / d).is_dir() else []: if p.is_file(): self.add(p.relative_to(base).as_posix(), p.read_bytes()) return self def published_card(src: Path) -> str: """The card as it is published: front matter kept, internal instruction lines dropped.""" lines = src.read_text().splitlines() keep, i = [lines[0]], 1 while i < len(lines) and not lines[i].startswith("#"): keep.append(lines[i]); i += 1 while i < len(lines) and (lines[i].startswith("#") or not lines[i].strip()): i += 1 return "\n".join(keep + lines[i:]) + "\n" def reference_manifest(ref: str | None) -> Manifest: if not ref: return Manifest(ROOT).scan(ROOT) with tempfile.TemporaryDirectory() as tmp: subprocess.run(["git", "-C", str(ROOT), "worktree", "add", "--detach", tmp, ref], check=True, capture_output=True) try: return Manifest(Path(tmp)).scan(Path(tmp)) finally: subprocess.run(["git", "-C", str(ROOT), "worktree", "remove", "--force", tmp], check=False, capture_output=True) def scan_text(base: Path, tracked: set[str] | None = None) -> list[str]: """What a reader actually receives: internal instructions must not be in it. `tracked` limits the scan to files the published set contains; without it the walk would read the author's own unpublished notes sitting beside the repository and report them as if they had been served. """ problems = [] for p in sorted(base.rglob("*.md")): rel = p.relative_to(base).as_posix() if ".cache" in p.parts or ".git" in p.parts: continue if tracked is not None and rel not in tracked: continue for n, line in enumerate(p.read_text(errors="replace").splitlines(), 1): for marker in ALWAYS_BAD: if marker in line: problems.append(f"{rel}:{n} serves internal marker {marker!r}") named = [x for x in PRIVATE_NAMES if x in line] if named and not any(w in line.lower() for w in DISCLOSED_WORDS): problems.append(f"{rel}:{n} names {named[0]} without saying it is unpublished") return problems def hf_download(dest: Path) -> None: hf = os.path.expanduser("~/.local/bin/hf") cmd = [hf if os.path.exists(hf) else "hf", "download", HF_REPO, "--type", "dataset", "--local-dir", str(dest), "--quiet"] subprocess.run(cmd, check=True, capture_output=True, timeout=600, env={**os.environ, "ALL_PROXY": "", "all_proxy": ""}) def zenodo_listing(recid: str, draft: bool) -> dict[str, dict]: url = (f"https://zenodo.org/api/records/{recid}/draft/files" if draft else f"https://zenodo.org/api/records/{recid}/files?size=200") tok = os.environ.get("ZENODO_TOKEN", "") if draft and not tok: raise RuntimeError("--zenodo-draft needs ZENODO_TOKEN (a published record does not)") req = urllib.request.Request(url, headers={"Authorization": f"Bearer {tok}"} if tok else {}) with urllib.request.urlopen(req, timeout=180) as r: data = json.load(r) entries = data.get("entries") or data.get("hits", {}).get("hits") or [] out = {} for e in entries: key = (e.get("key") or e.get("filename") or "").split("/", 1)[-1] out[key] = e return out def zenodo_fetch(recid: str, key: str, draft: bool) -> bytes: tok = os.environ.get("ZENODO_TOKEN", "") quoted = urllib.parse.quote(f"{PREFIX}/{key}" if draft else key, safe="") url = (f"https://zenodo.org/api/records/{recid}/draft/files/{quoted}/content" if draft else f"https://zenodo.org/api/records/{recid}/files/{quoted}/content?download=1") req = urllib.request.Request(url, headers={"Authorization": f"Bearer {tok}"} if tok else {}) with urllib.request.urlopen(req, timeout=180) as r: return r.read() def zenodo_token(recid: str, key: str, draft: bool) -> str | None: """The content hash recorded inside a generated file, read back over the wire.""" try: found = STAMP_RE.search(zenodo_fetch(recid, key, draft).decode("utf-8", errors="replace")) except (OSError, urllib.error.URLError): return None return found.group(0) if found else None PREFIX = "ai-qos-case-study-1" def compare(title: str, want: Manifest, have: Manifest, fetch=None) -> list[str]: findings, notes = [], [] for rel in sorted(set(want.entries) | set(have.entries)): a, b = want.entries.get(rel), have.entries.get(rel) if a is None: findings.append(f"{rel}: present in {title}, absent from the reference") continue if b is None: findings.append(f"{rel}: in the reference, missing from {title}") continue if a[0] == b[0]: continue token_want = a[1] token_have = b[1] or (fetch(rel) if fetch and rel in STAMPED else None) if token_want and token_have and token_want == token_have: notes.append(f"{rel}: identical content, different generation stamp " f"({token_want[:18]}…)") else: findings.append(f"{rel}: differs (reference {a[0][1]} bytes, {title} {b[0][1]} bytes)") same = len(set(want.entries) & set(have.entries)) - len(findings) print(f"{title}: {len(have.entries)} files compared, {same} agree, " f"{len(notes)} stamped, {len(findings)} findings") for line in notes: print(" note:", line) for line in findings: print(" ", line) return findings def main() -> int: ap = argparse.ArgumentParser(description=__doc__.splitlines()[0]) ap.add_argument("--ref", help="git revision to treat as the reference (default: working tree)") ap.add_argument("--no-hf", action="store_true", help="skip the Hugging Face dataset repository") ap.add_argument("--skip-text", action="store_true", help="do not scan the served text") ap.add_argument("--zenodo", help="published Zenodo record id to compare against") ap.add_argument("--zenodo-draft", help="Zenodo draft record id (needs ZENODO_TOKEN)") args = ap.parse_args() want = reference_manifest(args.ref) print(f"reference: {args.ref or 'working tree'} — {len(want.entries)} data-layer files") problems: list[str] = [] if not args.no_hf: with tempfile.TemporaryDirectory() as tmp: try: hf_download(Path(tmp)) except (OSError, subprocess.SubprocessError) as exc: problems.append(f"huggingface: could not be downloaded: {exc}") print(f"huggingface: unreachable ({exc})") else: base = Path(tmp) problems += ["huggingface: " + p for p in compare("huggingface", want, Manifest(base).scan(base))] if not args.skip_text: text = ["huggingface: " + p for p in scan_text(base)] print(f"huggingface text scan: {len(text)} finding(s)") problems += text for label, recid, draft in (("zenodo", args.zenodo, False), ("zenodo-draft", args.zenodo_draft, True)): if not recid: continue try: listing = zenodo_listing(recid, draft) have = Manifest() for key, entry in listing.items(): digest = (entry.get("checksum") or "").replace("md5:", "") have.entries[key] = ((digest, int(entry.get("size") or 0)), None) problems += [f"{label}: " + p for p in compare( label, want, have, fetch=lambda rel, r=recid, d=draft: zenodo_token(r, rel, d))] except (OSError, urllib.error.URLError, RuntimeError, KeyError, subprocess.SubprocessError) as exc: problems.append(f"{label} unreachable: {exc}") print(f"{label}: unreachable ({exc})") if not args.zenodo and not args.zenodo_draft: print("zenodo: not compared (pass --zenodo , or --zenodo-draft with a token)") if not args.skip_text and not args.ref: try: run = subprocess.run(["git", "-C", str(ROOT), "ls-files"], capture_output=True, text=True, timeout=60) tracked = {line for line in run.stdout.splitlines() if line.endswith(".md")} \ if run.returncode == 0 else None except (OSError, subprocess.SubprocessError): tracked = None local_text = scan_text(ROOT, tracked) scope = f"{len(tracked)} tracked documents" if tracked else "every markdown file present" print(f"working tree text scan ({scope}): {len(local_text)} finding(s)") problems += ["reference: " + p for p in local_text] print("\nIN SYNC" if not problems else f"\nDRIFT OR TEXT FINDINGS: {len(problems)} finding(s)") return 0 if not problems else 1 if __name__ == "__main__": sys.exit(main())