cmevs-code / scripts /audit_quality.py
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#!/usr/bin/env python3
"""Check the normalized example render format; not a visual-quality audit."""
from __future__ import annotations
import argparse
import ast
import math
import re
import struct
import zlib
from pathlib import Path
from _common import read_json, selected_ids, write_csv
def png_size(path: Path) -> tuple[int, int] | None:
try:
with path.open('rb') as f:
head = f.read(33)
if len(head) != 33 or head[:8] != b'\x89PNG\r\n\x1a\n' or head[8:16] != b'\x00\x00\x00\rIHDR':
return None
if zlib.crc32(head[12:29]) & 0xffffffff != struct.unpack('>I', head[29:33])[0]:
return None
width, height = struct.unpack('>II', head[16:24])
return (height, width) if width > 0 and height > 0 else None
except (OSError, ValueError, struct.error):
return None
def npy_size(path: Path) -> tuple[int, int] | None:
try:
with path.open('rb') as f:
if f.read(6) != b'\x93NUMPY':
return None
version = f.read(2)
if version not in (b'\x01\x00', b'\x02\x00', b'\x03\x00'):
return None
size_fmt = '<H' if version == b'\x01\x00' else '<I'
length = struct.unpack(size_fmt, f.read(struct.calcsize(size_fmt)))[0]
if length > 1024 * 1024:
return None
header = ast.literal_eval(f.read(length).decode('utf-8' if version == b'\x03\x00' else 'latin1').strip())
if not isinstance(header, dict):
return None
shape = header.get('shape')
dtype = re.fullmatch(r'[<>=|]f([48])', str(header.get('descr', '')))
if not dtype or not isinstance(shape, tuple) or len(shape) != 2 or not all(type(v) is int and v > 0 for v in shape):
return None
if not isinstance(header.get('fortran_order'), bool):
return None
expected = shape[0] * shape[1] * int(dtype.group(1))
if path.stat().st_size - f.tell() != expected:
return None
return shape
except (OSError, ValueError, SyntaxError, struct.error, UnicodeError):
return None
def has_magic(path: Path, magic: bytes) -> bool:
try:
with path.open('rb') as f:
return f.read(len(magic)) == magic
except OSError:
return False
def main() -> None:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument('--render-dir', type=Path, required=True)
parser.add_argument('--metadata', type=Path, required=True)
parser.add_argument('--output', type=Path, required=True)
parser.add_argument('--limit', type=int, default=50)
args = parser.parse_args()
if args.limit < 1:
parser.error('--limit must be positive')
doc = read_json(args.metadata)
ids = selected_ids(doc)
if not ids:
raise SystemExit('Cannot audit an empty selection')
rows = []
for item in doc['selected_viewpoints'][:args.limit]:
cid = item['candidate_id']
if cid in ('.', '..') or any(v in cid for v in ('/', '\\')) or type(item.get('rank')) is not int or item['rank'] < 0:
raise SystemExit('Candidate ID and rank must form a safe normalized render filename')
rank = item['rank']
stem = f'{rank:03d}_{cid}'
rgb = args.render_dir / f'{stem}_rgb.png'
depth = args.render_dir / f'{stem}_depth.npy'
pose = args.render_dir / f'{stem}_pose.json'
rgb_shape, depth_shape = png_size(rgb), npy_size(depth)
pose_ok = False
try:
value = read_json(pose)
position = value.get('position') if isinstance(value, dict) else None
pose_ok = isinstance(position, list) and len(position) == 3 and all(
type(v) in (int, float) and math.isfinite(v) for v in position
) and value.get('candidate_id') == cid
except (OSError, ValueError):
pass
checks = {
'rgb_exists': rgb.is_file(), 'rgb_png_magic': has_magic(rgb, b'\x89PNG\r\n\x1a\n'),
'rgb_header_valid': rgb_shape is not None,
'depth_exists': depth.is_file(), 'depth_npy_magic': has_magic(depth, b'\x93NUMPY'),
'depth_array_valid': depth_shape is not None,
'rgb_depth_shape_match': rgb_shape is not None and rgb_shape == depth_shape,
'pose_exists': pose.is_file(), 'pose_json_valid': pose_ok,
}
rows.append({'candidate_id': cid, 'rank': rank, **checks, 'passed': all(checks.values())})
write_csv(args.output, rows)
failed = sum(not row['passed'] for row in rows)
print(f'Wrote {args.output}: {len(rows) - failed}/{len(rows)} file/schema checks passed')
if failed:
raise SystemExit(1)
if __name__ == '__main__':
main()