#!/usr/bin/env python3 """Portable, full-GT CODE evaluation of already-generated DXF artifacts. This wrapper never executes candidate Python or calls a model/API. """ from __future__ import annotations import argparse import copy import csv import gzip import hashlib import json from pathlib import Path import re import sys from eval import eval_geometric051 as scope from eval import eval_geometric052_rc5k_final as metric from eval import v51_sidecar import ezdxf from reporting import aggregate, make_record HERE = Path(__file__).resolve().parent MODEL_FAILURES = {'empty', 'syntax_error', 'execution_error', 'length_zero', 'safety_error', 'resource_error', 'missing_dxf', 'invalid_dxf', 'generation_failed'} def sha(path): return hashlib.sha256(path.read_bytes()).hexdigest() def json_write(path, value): with path.open('x', encoding='utf-8') as handle: json.dump(value, handle, ensure_ascii=False, indent=2, allow_nan=False) handle.write('\n') def load_population(name, ids_file=None): config = json.loads((HERE / 'data/populations.json').read_text())[name] archive = HERE / 'data' / config['sidecars'] body = gzip.decompress(archive.read_bytes()) provenance = json.loads((HERE / 'PROVENANCE.json').read_text()) assert hashlib.sha256(body).hexdigest() == provenance['sidecars_original_sha256'][archive.name] records = {} for line_number, line in enumerate(body.decode('utf-8').splitlines(), 1): if not line.strip(): continue record = v51_sidecar._validate_loaded_row(json.loads(line), archive, line_number) assert re.fullmatch(r'\d{4}_\d{8}', record['id']) assert record['id'] not in records records[record['id']] = record ids = list(config['ids']) assert len(ids) == len(set(ids)) and set(ids) <= set(records) if ids_file: requested = [line.strip() for line in Path(ids_file).read_text().splitlines() if line.strip()] if not requested or len(requested) != len(set(requested)) or not set(requested) <= set(ids): raise ValueError('--ids-file must contain distinct IDs from the named population') ids = requested expected = config.get('expected_camr_denominator') if expected is not None and not ids_file: assert sum(bool(scope._scope_contracts(records[sid])['full_gt']['annotation_eligible']) for sid in ids) == expected return ids, records def load_failures(path, selected): if not path: return {} result = {} for line in Path(path).read_text(encoding='utf-8').splitlines(): if not line.strip(): continue row = json.loads(line) sid, status = str(row['id']), str(row['status']) if sid in result: raise ValueError('Duplicate ID in failure manifest: ' + sid) if status not in MODEL_FAILURES | {'scored'}: raise ValueError('Unrecognized/infrastructure/API-unavailable status must not be silently zero-filled: ' + status) if sid in selected: result[sid] = status return result def run(args): ids, sidecars = load_population(args.population, args.ids_file) gt_dir = args.gt_dir.resolve() if args.gt_dir else args.dataset_root.resolve() / 'reference_dxf' if not args.pred_dir.is_dir(): raise ValueError('--pred-dir must be an existing directory (it may be empty)') failures = load_failures(args.failure_manifest, set(ids)) # Missing or modified references are infrastructure errors, not model zeros. for sid in ids: gt = gt_dir / (sid + '.dxf') if not gt.is_file() or sha(gt) != sidecars[sid]['gt_dxf_sha256']: raise ValueError('Missing or mismatched reference DXF: ' + sid) if args.output.exists(): raise FileExistsError('Refusing to overwrite existing output directory: ' + str(args.output)) args.output.mkdir(parents=True) (args.output / 'raw').mkdir() items = [] for index, sid in enumerate(ids, 1): original = sidecars[sid] contract = scope._scope_contracts(original) gt = gt_dir / (sid + '.dxf') pred = args.pred_dir / (sid + '.dxf') status = failures.get(sid) if status in MODEL_FAILURES: row = make_record(sid, contract, status=status) elif not pred.is_file(): if status == 'scored': raise ValueError('Manifest says scored but DXF is missing: ' + sid) row = make_record(sid, contract, status='missing_dxf') else: # A supplied artifact must be readable DXF, not merely have the extension. try: ezdxf.readfile(pred) except (ezdxf.DXFError, UnicodeError) as error: row = make_record(sid, contract, status='invalid_dxf', error=type(error).__name__) else: before = sha(pred) sidecar = copy.deepcopy(original) sidecar['gt_dxf'] = str(gt) result = metric.score_dxf_pair(pred, gt, sidecar=sidecar, category=sidecar['category']) # Unexpected scoring/infrastructure errors propagate; they are not model failures. assert sha(pred) == before, 'Candidate changed during scoring: ' + sid row = make_record(sid, contract, result=result) raw_path = args.output / 'raw' / (sid + '.json') json_write(raw_path, result) row.update(raw_result='raw/' + sid + '.json', raw_result_sha256=sha(raw_path), predicted_dxf_sha256=before) items.append(row) if index % 50 == 0 or index == len(ids): print(json.dumps({'progress': index, 'total': len(ids)}), flush=True) with (args.output / 'per_item.jsonl').open('x', encoding='utf-8') as handle: for row in items: handle.write(json.dumps(row, ensure_ascii=False, allow_nan=False) + '\n') summary = aggregate(items) summary.update(metric_version=metric.METRIC_VERSION, population=args.population, custom_subset=bool(args.ids_file), input_mode='pre-generated DXF artifacts', candidate_programs_executed=False, selected_ids=ids) json_write(args.output / 'summary.json', summary) with (args.output / 'summary.csv').open('x', encoding='utf-8', newline='') as handle: writer = csv.DictWriter(handle, fieldnames=list(summary['metrics'])) writer.writeheader() writer.writerow(summary['metrics']) print(json.dumps({k: v for k, v in summary.items() if k != 'selected_ids'}, indent=2)) return summary def main(): parser = argparse.ArgumentParser(description=__doc__) parser.add_argument('--pred-dir', type=Path, required=True, help='DXFs named .dxf') parser.add_argument('--dataset-root', type=Path, default=HERE.parent, help='CODE directory after reference_dxf.zip extraction') parser.add_argument('--gt-dir', type=Path, help='Optional reference_dxf directory override') parser.add_argument('--population', choices=['test1045', 'paper1041', 'validation254'], default='test1045') parser.add_argument('--ids-file', type=Path, help='Optional explicit subset; summary is marked custom_subset') parser.add_argument('--failure-manifest', type=Path, help='Optional JSONL with id/status execution outcomes') parser.add_argument('--output', type=Path, required=True, help='A new output directory') return run(parser.parse_args()) if __name__ == '__main__': main()