"""Integration checks: real-source fidelity and recovery after a missing-image failure.""" import json import os from pathlib import Path import subprocess import sys import tempfile import unittest import pyarrow.parquet as pq from PIL import Image from convert_dataset import infer_task, sha256 SCRIPT = Path(__file__).with_name('convert_dataset.py') class PipelineTests(unittest.TestCase): def test_task_labels_and_ambiguity(self): self.assertEqual(infer_task('Predict 2D waypoints', '[(1, 2)]'), '2d_trace') self.assertEqual(infer_task('Predict 3D waypoints', '[(1, 2, 0.4)]'), '3d_trace') self.assertEqual(infer_task('Lift the 2 D waypoints to 3 D', '[(1, 2, 0.4)]'), '2d_to_3d') self.assertIsNone(infer_task('Predict 2D waypoints', '[(1, 2, 3)]')) self.assertIsNone(infer_task('Predict 3D waypoints', '__import__("os").getcwd()')) self.assertIsNone(infer_task('Predict 3D waypoints', '[("a", 2, 3)]')) def test_checkpoint_resume_after_missing_image(self): with tempfile.TemporaryDirectory(prefix='tracespatial-test-') as directory: base = Path(directory) root, output = base/'input', base/'output' (root/'images').mkdir(parents=True) (root/'metadata').mkdir() image1 = root/'images'/'frame_01.png' image2 = root/'images'/'frame_02.png' Image.frombytes('RGB',(700,700),os.urandom(700*700*3)).save(image1) records = [] for n in (1,2): records.append({'id':'duplicate-id','image':[f'frame:0{n}.png'], 'conversations':[{'from':'human','value':'Predict 2D waypoints'}, {'from':'gpt','value':'[(10, 20), (30, 40)]'}]}) (root/'metadata'/'droid_test.json').write_text(json.dumps(records),encoding='utf-8') command = [sys.executable,str(SCRIPT),'--input',str(root),'--output',str(output), '--workers','2','--shard-mib','1','--row-group-mib','1'] failed = subprocess.run(command,capture_output=True,text=True) self.assertNotEqual(failed.returncode,0) self.assertIn('RGB image missing',failed.stderr) self.assertFalse((output/'manifest.json').exists()) state = json.loads((output/'.state'/'droid-00000.json').read_text()) self.assertEqual(state['next_record'],1) first = output/state['files'][0]['path'] original_sha, original_mtime = sha256(first), first.stat().st_mtime_ns image2.write_bytes(image1.read_bytes()) resumed = subprocess.run(command,capture_output=True,text=True) self.assertEqual(resumed.returncode,0,resumed.stderr) self.assertEqual(sha256(first),original_sha) self.assertEqual(first.stat().st_mtime_ns,original_mtime) manifest = json.loads((output/'manifest.json').read_text()) self.assertEqual(manifest['qa_rows'],2) rows = [row for item in manifest['files'] for row in pq.read_table(output/item['path']).to_pylist()] self.assertEqual([r['record_index'] for r in rows],[0,1]) self.assertEqual([r['id'] for r in rows],['duplicate-id','duplicate-id']) self.assertTrue(all(r['type'] is None for r in rows)) self.assertEqual(manifest['source_statistics']['droid']['mapped_image_records'],2) uploader = Path(__file__).with_name('upload_dataset.py') plan = subprocess.run([sys.executable,str(uploader),'--folder',str(output)],capture_output=True,text=True) self.assertEqual(plan.returncode,0,plan.stderr) with first.open('ab') as f: f.write(b'corruption') bad = subprocess.run([sys.executable,str(uploader),'--folder',str(output)],capture_output=True,text=True) self.assertNotEqual(bad.returncode,0) self.assertIn('checksum mismatch',bad.stderr) if __name__ == '__main__': unittest.main(verbosity=2)