MindView-Bench / scripts /prepare_data.py
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Release MindView data with verified assets and concise guides
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#!/usr/bin/env python3
"""Verify a complete MindView dataset snapshot; optionally extract its listed assets.
Standard library only. Does not access credentials, networks, or model runtimes.
Use a trusted, pinned snapshot and a destination not modified by other processes.
"""
from __future__ import annotations
import argparse
import hashlib
import json
import os
from pathlib import Path, PurePosixPath
import re
import stat
import sys
import tarfile
import tempfile
CHUNK = 8 * 1024 * 1024
SOURCES = {"scannet", "scannetpp", "arkitscenes"}
SHA = re.compile(r"[0-9a-f]{64}\Z")
class VerificationError(Exception):
"""Invalid package or unsafe extraction request."""
def relative(value: object, label: str) -> str:
if not isinstance(value, str) or not value or "\\" in value or any(ord(char) < 32 or ord(char) == 127 for char in value):
raise VerificationError(f"Invalid {label}: {value!r}")
parts = value.split("/")
if value.startswith("/") or any(p in {"", ".", ".."} for p in parts):
raise VerificationError(f"Unsafe {label}: {value!r}")
if ":" in parts[0] or str(PurePosixPath(value)) != value:
raise VerificationError(f"Noncanonical {label}: {value!r}")
return value
def digest_value(value: object, label: str) -> str:
if not isinstance(value, str) or SHA.fullmatch(value) is None:
raise VerificationError(f"Invalid SHA256 for {label}")
return value
def size_value(value: object, label: str) -> int:
if type(value) is not int or value < 0:
raise VerificationError(f"Invalid byte size for {label}")
return value
def check_ancestors(path: Path, *, missing_ok: bool = False) -> None:
"""Reject symlinks and non-directories in every existing parent component."""
absolute = path.absolute()
current = Path(absolute.anchor)
for part in absolute.parts[1:]:
current = current / part
try:
status = current.lstat()
except FileNotFoundError:
if missing_ok:
return
raise VerificationError(f"Missing directory: {current}") from None
if stat.S_ISLNK(status.st_mode) or not stat.S_ISDIR(status.st_mode):
raise VerificationError(f"Expected a real directory, found unsafe component: {current}")
def input_file(repo: Path, name: str) -> Path:
path = repo / relative(name, "repository path")
check_ancestors(path.parent)
try:
mode = path.lstat().st_mode
except FileNotFoundError:
raise VerificationError(f"Missing package file: {name}") from None
if not stat.S_ISREG(mode):
raise VerificationError(f"Package file is not a regular file: {name}")
return path
def open_regular(path: Path):
flags = os.O_RDONLY | getattr(os, "O_NOFOLLOW", 0)
fd = os.open(path, flags)
if not stat.S_ISREG(os.fstat(fd).st_mode):
os.close(fd)
raise VerificationError(f"Not a regular file: {path}")
return os.fdopen(fd, "rb")
def hash_stream(stream) -> tuple[str, int]:
digest = hashlib.sha256()
total = 0
while True:
block = stream.read(CHUNK)
if not block:
return digest.hexdigest(), total
digest.update(block)
total += len(block)
def file_hash(path: Path) -> tuple[str, int]:
with open_regular(path) as stream:
return hash_stream(stream)
def checksum_inventory(repo: Path) -> dict[str, str]:
checks = {}
inventory = input_file(repo, "SHA256SUMS")
with inventory.open("r", encoding="utf-8") as stream:
for number, line in enumerate(stream, 1):
line = line.rstrip("\n")
match = re.fullmatch(r"([0-9a-f]{64}) [ *](.+)", line)
if match is None:
raise VerificationError(f"Malformed SHA256SUMS line {number}")
expected, name = match.groups()
relative(name, "checksum path")
if name == "SHA256SUMS" or name in checks:
raise VerificationError(f"Duplicate/self-referential checksum path: {name}")
checks[name] = expected
if not checks:
raise VerificationError("Empty SHA256SUMS inventory")
for name, expected in checks.items():
actual, _ = file_hash(input_file(repo, name))
if actual != expected:
raise VerificationError(f"Checksum mismatch: {name}")
return checks
def read_manifest(repo: Path, checks: dict[str, str]):
index_name = "manifests/asset_archives.json"
assets_name = "manifests/assets.jsonl"
for name in (index_name, assets_name):
if name not in checks:
raise VerificationError(f"Missing checksum entry: {name}")
with input_file(repo, index_name).open("r", encoding="utf-8") as stream:
index = json.load(stream)
if not isinstance(index, dict) or not isinstance(index.get("archives"), list):
raise VerificationError("Archive index must contain an archives list")
archives = {}
members = {}
destinations = set()
for entry in index["archives"]:
if not isinstance(entry, dict):
raise VerificationError("Archive entry must be an object")
name = relative(entry.get("path"), "archive path")
if not name.startswith("assets/") or not name.endswith(".tar"):
raise VerificationError(f"Expected an assets/*.tar archive: {name}")
if name in archives:
raise VerificationError(f"Duplicate archive: {name}")
source = entry.get("dataset")
if not isinstance(source, str) or source not in SOURCES:
raise VerificationError(f"Unknown source dataset: {source!r}")
size_value(entry.get("bytes"), name)
digest_value(entry.get("sha256"), name)
if checks.get(name) != entry["sha256"]:
raise VerificationError(f"Archive hash absent/inconsistent in SHA256SUMS: {name}")
if input_file(repo, name).stat().st_size != entry["bytes"]:
raise VerificationError(f"Archive size mismatch: {name}")
archives[name] = entry
members[name] = {}
with input_file(repo, assets_name).open("r", encoding="utf-8") as stream:
for number, line in enumerate(stream, 1):
try:
row = json.loads(line)
except json.JSONDecodeError as exc:
raise VerificationError(f"Malformed assets.jsonl line {number}: {exc}") from None
if not isinstance(row, dict):
raise VerificationError(f"Asset row {number} is not an object")
shard = relative(row.get("shard"), "asset shard")
member = relative(row.get("member"), "TAR member")
source_path = relative(row.get("relative_path"), "asset source path")
if shard not in archives:
raise VerificationError(f"Asset points to an unlisted archive: {shard}")
if row.get("dataset") != archives[shard]["dataset"]:
raise VerificationError(f"Dataset mismatch for {shard}:{member}")
if member != source_path:
raise VerificationError(f"Member/source path mismatch: {shard}:{member}")
size_value(row.get("bytes"), member)
digest_value(row.get("sha256"), member)
destination = f"{row['dataset']}/{source_path}"
if member in members[shard] or destination in destinations:
raise VerificationError(f"Duplicate asset destination: {destination}")
destinations.add(destination)
members[shard][member] = row
ordered_destinations = sorted(destinations)
for first, second in zip(ordered_destinations, ordered_destinations[1:]):
if second.startswith(first + "/"):
raise VerificationError(f"Overlapping asset destinations: {first} and {second}")
if not destinations or not archives:
raise VerificationError("Empty asset/archive inventory")
for name, entries in members.items():
if not entries:
raise VerificationError(f"Archive has no listed assets: {name}")
declared = archives[name].get("num_assets")
if declared is not None and declared != len(entries):
raise VerificationError(f"Archive member count mismatch: {name}")
declared_bytes = archives[name].get("uncompressed_bytes")
if declared_bytes is not None and declared_bytes != sum(r["bytes"] for r in entries.values()):
raise VerificationError(f"Archive uncompressed byte count mismatch: {name}")
return archives, members
def checked_members(repo: Path, name: str, expected: dict):
"""Yield regular, listed members only; the caller must consume all members."""
seen = set()
with open_regular(input_file(repo, name)) as stream:
with tarfile.open(fileobj=stream, mode="r:") as archive:
for member in archive:
relative(member.name, "TAR member")
if not member.isfile() or member.issparse():
raise VerificationError(f"Non-regular/sparse TAR member: {name}:{member.name}")
if member.name in seen or member.name not in expected:
raise VerificationError(f"Duplicate/unlisted TAR member: {name}:{member.name}")
seen.add(member.name)
row = expected[member.name]
if member.size != row["bytes"]:
raise VerificationError(f"Member size mismatch: {name}:{member.name}")
payload = archive.extractfile(member)
if payload is None:
raise VerificationError(f"Cannot read TAR member: {name}:{member.name}")
with payload:
yield row, payload
if seen != set(expected):
missing = sorted(set(expected) - seen)
raise VerificationError(f"Missing TAR members in {name}: {missing[:3]}")
def verify_members(repo: Path, members: dict) -> None:
for name, entries in members.items():
for row, payload in checked_members(repo, name, entries):
digest, length = hash_stream(payload)
if digest != row["sha256"] or length != row["bytes"]:
raise VerificationError(f"Member checksum mismatch: {name}:{row['member']}")
def output_file(output: Path, row: dict) -> Path:
path = output / row["dataset"] / row["relative_path"]
check_ancestors(path.parent, missing_ok=True)
try:
mode = path.lstat().st_mode
except FileNotFoundError:
return path
if not stat.S_ISREG(mode):
raise VerificationError(f"Existing output is not a regular file: {path}")
actual, length = file_hash(path)
if actual != row["sha256"] or length != row["bytes"]:
raise VerificationError(f"Refusing to overwrite a conflicting output: {path}")
return path
def extract(repo: Path, output: Path, members: dict) -> tuple[int, int]:
# Preflight every destination before any writes; identical files are reusable.
for entries in members.values():
for row in entries.values():
output_file(output, row)
extracted = reused = 0
for name, entries in members.items():
for row, payload in checked_members(repo, name, entries):
path = output_file(output, row)
if path.exists():
reused += 1
# Ensure the second archive traversal still consumes payload safely.
digest, length = hash_stream(payload)
if digest != row["sha256"] or length != row["bytes"]:
raise VerificationError(f"Archive changed after verification: {name}:{row['member']}")
continue
path.parent.mkdir(parents=True, exist_ok=True)
check_ancestors(path.parent)
descriptor, temporary = tempfile.mkstemp(prefix=".mindview-", dir=path.parent)
try:
digest = hashlib.sha256()
length = 0
with os.fdopen(descriptor, "wb") as target:
while True:
block = payload.read(CHUNK)
if not block:
break
target.write(block)
digest.update(block)
length += len(block)
target.flush()
os.fsync(target.fileno())
if digest.hexdigest() != row["sha256"] or length != row["bytes"]:
raise VerificationError(f"Archive changed after verification: {name}:{row['member']}")
os.chmod(temporary, 0o644)
# A hard-link install is atomic and refuses to replace an existing path.
try:
os.link(temporary, path, follow_symlinks=False)
except FileExistsError:
output_file(output, row)
reused += 1
else:
extracted += 1
finally:
Path(temporary).unlink(missing_ok=True)
return extracted, reused
def main(argv=None) -> int:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--repo", type=Path, default=Path(__file__).resolve().parents[1], help="Complete downloaded dataset repository")
group = parser.add_mutually_exclusive_group(required=True)
group.add_argument("--verify-only", action="store_true", help="Verify all package files and TAR members; write no assets")
group.add_argument("--output", type=Path, help="Extract under OUTPUT/<source-dataset>/")
args = parser.parse_args(argv)
repo = Path(os.path.abspath(args.repo))
check_ancestors(repo)
checks = checksum_inventory(repo)
archives, members = read_manifest(repo, checks)
verify_members(repo, members)
result = {"status": "pass", "checksum_files": len(checks), "archives": len(archives), "assets": sum(map(len, members.values())), "mode": "verify-only"}
if args.output is not None:
output = Path(os.path.abspath(args.output))
check_ancestors(output, missing_ok=True)
if output == repo or repo in output.parents or output in repo.parents:
raise VerificationError("Extraction directory and package directory must not contain one another")
created, reused = extract(repo, output, members)
result.update(mode="verified-extraction", extracted=created, reused=reused)
print(json.dumps(result, indent=2))
return 0
if __name__ == "__main__":
try:
raise SystemExit(main())
except (VerificationError, OSError, ValueError, tarfile.TarError) as exc:
print(f"ERROR: {exc}", file=sys.stderr)
raise SystemExit(1)