Download scripts/check_benchmark.py from facebook/sixthview_benchmark: direct link, hf CLI and curl.
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https://huggingface.co/datasets/facebook/sixthview_benchmark/resolve/main/scripts/check_benchmark.py
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hf download hf://datasets/facebook/sixthview_benchmark/scripts/check_benchmark.py
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curl -L -o check_benchmark.py https://huggingface.co/datasets/facebook/sixthview_benchmark/resolve/main/scripts/check_benchmark.py
3.87 kB
| # Copyright (c) Meta Platforms, Inc. and affiliates. | |
| # SPDX-License-Identifier: CC-BY-NC-4.0 | |
| import hashlib | |
| import json | |
| import struct | |
| import sys | |
| from pathlib import Path | |
| root = Path(sys.argv[1]) if len(sys.argv) > 1 else Path(__file__).resolve().parents[1] / 'benchmark' | |
| inputs = [json.loads(line) for line in (root / 'inputs.jsonl').read_text().splitlines()] | |
| golden = [json.loads(line) for line in (root / 'golden.jsonl').read_text().splitlines()] | |
| assert len(inputs) == len(golden) == 604 | |
| input_ids = [row['id'] for row in inputs] | |
| golden_ids = [row['id'] for row in golden] | |
| assert len(set(input_ids)) == 604 and set(input_ids) == set(golden_ids) | |
| by_id = {row['id']: row for row in golden} | |
| references = set() | |
| for row in inputs: | |
| answer = by_id[row['id']] | |
| for key in ('n', 'k', 'level', 'held_out'): | |
| assert row[key] == answer[key], (row['id'], key) | |
| for arm in row['arms'].values(): | |
| digest = hashlib.sha256(arm['prompt_text'].encode()).hexdigest() | |
| assert digest.startswith(arm['prompt_sha']), row['id'] | |
| for image in arm['images']: | |
| path = Path(image) | |
| assert not path.is_absolute() and '..' not in path.parts | |
| references.add(image) | |
| # Each tuple gives (right axis, right sign, up axis, up sign, depth axis, depth sign). | |
| axes = { | |
| '+X': (1, 1, 2, 1, 0, 1), '-X': (1, -1, 2, 1, 0, -1), | |
| '+Y': (0, -1, 2, 1, 1, 1), '-Y': (0, 1, 2, 1, 1, -1), | |
| '+Z': (0, 1, 1, 1, 2, 1), '-Z': (0, -1, 1, 1, 2, -1), | |
| } | |
| for row in golden: | |
| n = row['n'] | |
| volume = row['structure_3d'] | |
| assert len(volume) == n and all(len(layer) == n for layer in volume) | |
| assert all(len(line) == n for layer in volume for line in layer) | |
| ra, rs, ua, us, da, ds = axes[row['held_out']] | |
| grid = [['.'] * n for _ in range(n)] | |
| depths = [[-n - 1] * n for _ in range(n)] | |
| actual_pieces = {} | |
| for z in range(n): | |
| for y in range(n): | |
| for x in range(n): | |
| letter = volume[z][y][x] | |
| if letter == '.': | |
| continue | |
| point = (x, y, z) | |
| actual_pieces.setdefault(letter, set()).add(point) | |
| col = point[ra] if rs == 1 else n - 1 - point[ra] | |
| up = point[ua] if us == 1 else n - 1 - point[ua] | |
| line = n - 1 - up | |
| depth = ds * point[da] | |
| if depth > depths[line][col]: | |
| grid[line][col] = letter | |
| depths[line][col] = depth | |
| assert actual_pieces == {k: {tuple(p) for p in v} for k, v in row['pieces'].items()} | |
| projected = [''.join(line) for line in grid] | |
| assert projected == row['answer_grid'], row['id'] | |
| expected = row['expected_output'] | |
| if isinstance(expected, str): | |
| expected = json.loads(expected) | |
| assert expected['answer'] == projected, row['id'] | |
| assert len(references) == 11634 | |
| print('Validated 604 paired examples, all prompt hashes, piece coordinates, and ray-cast answers.') | |
| if '--metadata-only' not in sys.argv: | |
| actual_images = {str(path.relative_to(root)) for path in (root / 'images').rglob('*.png')} | |
| assert actual_images == references, (len(actual_images), len(references), list(references - actual_images)[:5]) | |
| total = 0 | |
| maximum = 0 | |
| for path in root.rglob('*'): | |
| if not path.is_file(): | |
| continue | |
| size = path.stat().st_size | |
| assert size < 100 * 1024 * 1024, path | |
| total += size | |
| maximum = max(maximum, size) | |
| if path.suffix == '.png': | |
| with path.open('rb') as f: | |
| header = f.read(24) | |
| assert header[:8] == b'\x89PNG\r\n\x1a\n' and header[12:16] == b'IHDR', path | |
| assert all(struct.unpack('>II', header[16:24])), path | |
| print(f'Validated {len(actual_images):,} PNG references and headers. Total {total:,} bytes; largest file {maximum:,} bytes.') | |