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| #!/usr/bin/env python3 | |
| """Materialize an auditable Endless Terminals dataset for Jupiter Apptainer. | |
| The upstream dataset is already Harbor-shaped and ships both Dockerfiles and | |
| Apptainer definition files. This derivation deliberately keeps task semantics | |
| unchanged and applies only execution-contract fixes: | |
| * replace the identical online verifier bootstrap (apt + curl + uvx) with the | |
| pytest already present in every task image; | |
| * make one synthetic dummy Debian package architecture-independent so it can | |
| build on Jupiter aarch64; and | |
| * repair one reference solution whose heredoc is followed by an invalid shell | |
| operator; and | |
| * inventory runtime package/network requirements. Python packages are served | |
| from Harbor's bound wheelhouse at runtime, so this script does not modify an | |
| image merely to add a Python package. | |
| Without ``--apply`` the command audits the source and prints the planned | |
| summary. With ``--apply``, ``--output-dir`` must not exist; the source is | |
| copied without its Git metadata and deterministic manifests are written under | |
| ``metadata/``. | |
| """ | |
| from __future__ import annotations | |
| import argparse | |
| import hashlib | |
| import json | |
| import re | |
| import shlex | |
| import shutil | |
| import stat | |
| import subprocess | |
| import tempfile | |
| from collections import Counter | |
| from pathlib import Path | |
| from urllib.parse import urlparse | |
| UPSTREAM_REPO = "obiwan96/endless-terminals" | |
| UPSTREAM_REVISION = "26ecf78458e7f756e4d06780d5fbf3dd78e91815" | |
| EXPECTED_TASK_COUNT = 2492 | |
| EXPECTED_TEST_SH_SHA256 = ( | |
| "52d87e5cb768634d6a7bda203b72ea77c802fdb9e8700d3d7cdcf631080c3298" | |
| ) | |
| VERIFIER_PATCH_ID = "offline-verifier-system-pytest-isolated-v2" | |
| ARM_PATCH_ID = "dummy-deb-architecture-all-v1" | |
| ARM_PATCH_TASK = "task_000000_c6317e51" | |
| ORACLE_SYNTAX_PATCH_ID = "oracle-heredoc-chain-syntax-v1" | |
| ORACLE_SYNTAX_PATCH_TASK = "task_000000_15619148" | |
| REQUIRED_TASK_FILES = ( | |
| "task.toml", | |
| "instruction.md", | |
| "environment/Dockerfile", | |
| "environment/container.def", | |
| "environment/test_initial_state.py", | |
| "tests/test.sh", | |
| "tests/test_final_state.py", | |
| "solution/solve.sh", | |
| ) | |
| OFFLINE_TEST_SH = """#!/usr/bin/env bash | |
| # harbor-endless-offline-patched-v1 | |
| set +e | |
| mkdir -p /logs/verifier | |
| cd /home/user || { | |
| echo 0 > /logs/verifier/reward.txt | |
| exit 0 | |
| } | |
| # pytest is already installed in every upstream task image. Runtime package | |
| # installs performed by the task use Harbor's read-only wheelhouse through | |
| # PIP_NO_INDEX/PIP_FIND_LINKS; grading itself performs no download or install. | |
| # Remove the image's verifier-only PYTHONPATH while grading so subprocesses | |
| # that inspect a task-created virtualenv cannot see /opt/harbor-python as if | |
| # those packages had been installed inside the virtualenv. | |
| env -u PYTHONPATH python3 -m pytest /tests/test_final_state.py -v | |
| status=$? | |
| if [ "$status" -eq 0 ]; then | |
| echo 1 > /logs/verifier/reward.txt | |
| else | |
| echo 0 > /logs/verifier/reward.txt | |
| fi | |
| exit 0 | |
| """ | |
| ARM_REPLACEMENTS = ( | |
| ("Architecture: amd64", "Architecture: all"), | |
| ("curl_7.74.0-1ubuntu2.18_amd64.deb", "curl_7.74.0-1ubuntu2.18_all.deb"), | |
| ) | |
| PIP_INSTALL_RE = re.compile( | |
| r"(?:(?:python\S*|/[^\s;&|]+/python\S*)\s+-m\s+)?" | |
| r"(?:pip3?|/[^\s;&|]+/pip)\s+install\s+([^\n;&|]+)", | |
| re.IGNORECASE, | |
| ) | |
| OS_INSTALL_RE = re.compile( | |
| r"\b(?:apt-get|apt|yum|dnf|apk)\s+(?:install|add)\b", re.IGNORECASE | |
| ) | |
| RAW_NETWORK_RE = re.compile( | |
| r"\b(?:ping|traceroute|tracepath)\b", re.IGNORECASE | |
| ) | |
| SERVICE_RE = re.compile(r"\b(?:systemctl|service\s+\S+)\b", re.IGNORECASE) | |
| SUDO_RE = re.compile(r"\bsudo\b", re.IGNORECASE) | |
| URL_RE = re.compile(r"https?://[^\s\"'<>|)]+", re.IGNORECASE) | |
| LOCAL_HOSTS = {"localhost", "127.0.0.1", "0.0.0.0"} | |
| PIP_OPTIONS_WITH_VALUE = { | |
| "-c", | |
| "--constraint", | |
| "-e", | |
| "--editable", | |
| "-f", | |
| "--find-links", | |
| "-i", | |
| "--index-url", | |
| "--extra-index-url", | |
| "--proxy", | |
| "--root", | |
| "--target", | |
| "--timeout", | |
| "--trusted-host", | |
| } | |
| LITERAL_REQUIREMENT_RE = re.compile( | |
| r"^[A-Za-z0-9][A-Za-z0-9._-]*" | |
| r"(?:\[[A-Za-z0-9._,-]+\])?" | |
| r"(?:(?:===|==|~=|!=|<=|>=|<|>)[^\s]+)?$" | |
| ) | |
| def sha256_bytes(data: bytes) -> str: | |
| return hashlib.sha256(data).hexdigest() | |
| def sha256_file(path: Path) -> str: | |
| digest = hashlib.sha256() | |
| with path.open("rb") as stream: | |
| for block in iter(lambda: stream.read(1024 * 1024), b""): | |
| digest.update(block) | |
| return digest.hexdigest() | |
| def git_revision(path: Path) -> str | None: | |
| try: | |
| return subprocess.check_output( | |
| ["git", "-C", str(path), "rev-parse", "HEAD"], | |
| text=True, | |
| stderr=subprocess.DEVNULL, | |
| ).strip() | |
| except (OSError, subprocess.CalledProcessError): | |
| return None | |
| def task_dirs(root: Path) -> list[Path]: | |
| return sorted(path for path in root.glob("task_*") if path.is_dir()) | |
| def validate_source(source: Path, allow_unpinned_source: bool) -> list[Path]: | |
| tasks = task_dirs(source) | |
| if len(tasks) != EXPECTED_TASK_COUNT: | |
| raise ValueError( | |
| f"Expected {EXPECTED_TASK_COUNT} tasks at pinned upstream revision; " | |
| f"found {len(tasks)}" | |
| ) | |
| revision = git_revision(source) | |
| if not allow_unpinned_source and revision != UPSTREAM_REVISION: | |
| raise ValueError( | |
| "Source Git revision does not match the pinned upstream revision: " | |
| f"expected {UPSTREAM_REVISION}, got {revision!r}. Pass " | |
| "--allow-unpinned-source only for an explicitly reviewed materialization." | |
| ) | |
| failures: list[str] = [] | |
| for task in tasks: | |
| for relative in REQUIRED_TASK_FILES: | |
| if not (task / relative).is_file(): | |
| failures.append(f"{task.name}/{relative}") | |
| if failures: | |
| preview = ", ".join(failures[:20]) | |
| raise ValueError(f"Missing {len(failures)} required task files: {preview}") | |
| bad_verifiers = [ | |
| task.name | |
| for task in tasks | |
| if sha256_file(task / "tests/test.sh") != EXPECTED_TEST_SH_SHA256 | |
| ] | |
| if bad_verifiers: | |
| raise ValueError( | |
| f"Refusing to rewrite {len(bad_verifiers)} unrecognized test.sh files: " | |
| + ", ".join(bad_verifiers[:20]) | |
| ) | |
| return tasks | |
| def extract_python_requirements(script: str) -> tuple[list[str], bool]: | |
| """Return literal pip requirements and whether dynamic inputs remain.""" | |
| requirements: set[str] = set() | |
| dynamic = False | |
| for match in PIP_INSTALL_RE.finditer(script): | |
| try: | |
| tokens = shlex.split(match.group(1), comments=False, posix=True) | |
| except ValueError: | |
| dynamic = True | |
| continue | |
| index = 0 | |
| while index < len(tokens): | |
| token = tokens[index] | |
| if token in {"-r", "--requirement"}: | |
| dynamic = True | |
| index += 2 | |
| continue | |
| if token in PIP_OPTIONS_WITH_VALUE: | |
| index += 2 | |
| continue | |
| if token.startswith("-"): | |
| index += 1 | |
| continue | |
| if ( | |
| any(char in token for char in ("$", "`", "*")) | |
| or token.startswith(("/", ".", ">")) | |
| or not LITERAL_REQUIREMENT_RE.fullmatch(token) | |
| ): | |
| dynamic = True | |
| index += 1 | |
| continue | |
| if token in {"then", "fi", "do", "done"}: | |
| break | |
| requirements.add(token) | |
| index += 1 | |
| return sorted(requirements, key=str.lower), dynamic | |
| def external_url_hosts(script: str) -> list[str]: | |
| hosts: set[str] = set() | |
| for raw in URL_RE.findall(script): | |
| host = urlparse(raw.rstrip(".,;")).hostname | |
| if host and host not in LOCAL_HOSTS and not host.startswith("$"): | |
| hosts.add(host) | |
| return sorted(hosts) | |
| def analyze_task(task: Path) -> dict[str, object]: | |
| solution = (task / "solution/solve.sh").read_text(errors="replace") | |
| requirements, dynamic = extract_python_requirements(solution) | |
| hosts = external_url_hosts(solution) | |
| return { | |
| "runtime_python_install": bool(PIP_INSTALL_RE.search(solution)), | |
| "runtime_python_requirements": requirements, | |
| "runtime_python_dynamic_requirements": dynamic, | |
| "runtime_os_package_install": bool(OS_INSTALL_RE.search(solution)), | |
| "external_url_hosts": hosts, | |
| "raw_network_candidate": bool(RAW_NETWORK_RE.search(solution)), | |
| "service_manager_candidate": bool(SERVICE_RE.search(solution)), | |
| "sudo_in_oracle": bool(SUDO_RE.search(solution)), | |
| } | |
| def tree_hash(task: Path) -> str: | |
| digest = hashlib.sha256() | |
| for path in sorted(candidate for candidate in task.rglob("*") if candidate.is_file()): | |
| relative = path.relative_to(task).as_posix() | |
| digest.update(relative.encode()) | |
| digest.update(b"\0") | |
| digest.update(bytes.fromhex(sha256_file(path))) | |
| digest.update(b"\n") | |
| return digest.hexdigest() | |
| def patch_file( | |
| path: Path, | |
| new_content: str, | |
| patch_id: str, | |
| reason: str, | |
| records: list[dict[str, object]], | |
| *, | |
| executable: bool = False, | |
| ) -> None: | |
| old = path.read_bytes() | |
| old_mode = stat.S_IMODE(path.stat().st_mode) | |
| encoded = new_content.encode() | |
| path.write_bytes(encoded) | |
| if executable: | |
| path.chmod(0o755) | |
| new_mode = stat.S_IMODE(path.stat().st_mode) | |
| records.append( | |
| { | |
| "task": path.parents[1].name, | |
| "path": path.relative_to(path.parents[1]).as_posix(), | |
| "patch_id": patch_id, | |
| "reason": reason, | |
| "before_sha256": sha256_bytes(old), | |
| "after_sha256": sha256_bytes(encoded), | |
| "before_mode": oct(old_mode), | |
| "after_mode": oct(new_mode), | |
| } | |
| ) | |
| def apply_patches(root: Path) -> list[dict[str, object]]: | |
| records: list[dict[str, object]] = [] | |
| for task in task_dirs(root): | |
| patch_file( | |
| task / "tests/test.sh", | |
| OFFLINE_TEST_SH, | |
| VERIFIER_PATCH_ID, | |
| "Use image-provided pytest; remove verifier-time apt, curl, uv, and uvx downloads.", | |
| records, | |
| executable=True, | |
| ) | |
| arm_task = root / ARM_PATCH_TASK | |
| for relative in ("environment/Dockerfile", "environment/container.def"): | |
| path = arm_task / relative | |
| content = path.read_text() | |
| patched = content | |
| for old, new in ARM_REPLACEMENTS: | |
| patched = patched.replace(old, new) | |
| if patched == content: | |
| raise ValueError(f"Expected ARM compatibility substitutions not found in {path}") | |
| patch_file( | |
| path, | |
| patched, | |
| ARM_PATCH_ID, | |
| "The dummy package contains no architecture-specific payload; mark it Architecture: all for aarch64 builds.", | |
| records, | |
| ) | |
| oracle_path = root / ORACLE_SYNTAX_PATCH_TASK / "solution/solve.sh" | |
| oracle_content = oracle_path.read_text() | |
| oracle_patched = oracle_content.replace( | |
| "PY\n && cat /home/user/work/output/orders_report.csv", | |
| "PY\ncat /home/user/work/output/orders_report.csv", | |
| ) | |
| if oracle_patched == oracle_content: | |
| raise ValueError(f"Expected oracle syntax substitution not found in {oracle_path}") | |
| patch_file( | |
| oracle_path, | |
| oracle_patched, | |
| ORACLE_SYNTAX_PATCH_ID, | |
| "Remove an invalid shell operator after a heredoc; task output and grading remain unchanged.", | |
| records, | |
| executable=True, | |
| ) | |
| return records | |
| def relative_files(root: Path, *, exclude_git: bool = False) -> set[Path]: | |
| files: set[Path] = set() | |
| for path in root.rglob("*"): | |
| if not path.is_file(): | |
| continue | |
| relative = path.relative_to(root) | |
| if exclude_git and relative.parts[0] == ".git": | |
| continue | |
| if relative.parts[0] == "metadata": | |
| continue | |
| files.add(relative) | |
| return files | |
| def validate_materialization( | |
| source: Path, | |
| output: Path, | |
| patch_records: list[dict[str, object]], | |
| ) -> dict[str, object]: | |
| """Prove that only the declared execution-contract files changed.""" | |
| expected_changes = { | |
| Path(task.name) / "tests/test.sh" for task in task_dirs(source) | |
| } | |
| expected_changes.update( | |
| { | |
| Path(ARM_PATCH_TASK) / "environment/Dockerfile", | |
| Path(ARM_PATCH_TASK) / "environment/container.def", | |
| Path(ORACLE_SYNTAX_PATCH_TASK) / "solution/solve.sh", | |
| } | |
| ) | |
| source_files = relative_files(source, exclude_git=True) | |
| output_files = relative_files(output) | |
| if source_files != output_files: | |
| missing = sorted(str(path) for path in source_files - output_files) | |
| extra = sorted(str(path) for path in output_files - source_files) | |
| raise ValueError( | |
| "Materialized file set differs from source outside metadata: " | |
| f"missing={missing[:10]}, extra={extra[:10]}" | |
| ) | |
| changed: set[Path] = set() | |
| for relative in sorted(source_files): | |
| if sha256_file(source / relative) != sha256_file(output / relative): | |
| changed.add(relative) | |
| if changed != expected_changes: | |
| unexpected = sorted(str(path) for path in changed - expected_changes) | |
| absent = sorted(str(path) for path in expected_changes - changed) | |
| raise ValueError( | |
| "Materialized content changes do not match the patch contract: " | |
| f"unexpected={unexpected[:10]}, absent={absent[:10]}" | |
| ) | |
| if len(patch_records) != len(expected_changes): | |
| raise ValueError( | |
| f"Expected {len(expected_changes)} patch records, got {len(patch_records)}" | |
| ) | |
| offline_sha = sha256_bytes(OFFLINE_TEST_SH.encode()) | |
| for task in task_dirs(output): | |
| verifier = task / "tests/test.sh" | |
| if sha256_file(verifier) != offline_sha or not (verifier.stat().st_mode & 0o111): | |
| raise ValueError(f"Offline verifier validation failed: {verifier}") | |
| return { | |
| "status": "passed", | |
| "source_file_count": len(source_files), | |
| "declared_changed_file_count": len(changed), | |
| "unchanged_file_count": len(source_files) - len(changed), | |
| } | |
| def copy_source(source: Path, output: Path) -> None: | |
| if output.exists(): | |
| raise FileExistsError(f"Refusing to replace existing output directory: {output}") | |
| output.parent.mkdir(parents=True, exist_ok=True) | |
| staging = Path( | |
| tempfile.mkdtemp(prefix=f".{output.name}.tmp-", dir=str(output.parent)) | |
| ) | |
| try: | |
| for child in source.iterdir(): | |
| if child.name == ".git": | |
| continue | |
| target = staging / child.name | |
| if child.is_dir(): | |
| shutil.copytree(child, target, copy_function=shutil.copy2) | |
| else: | |
| shutil.copy2(child, target) | |
| staging.rename(output) | |
| except Exception: | |
| shutil.rmtree(staging, ignore_errors=True) | |
| raise | |
| def write_json(path: Path, value: object) -> None: | |
| path.write_text(json.dumps(value, indent=2, sort_keys=True) + "\n") | |
| def write_jsonl(path: Path, rows: list[dict[str, object]]) -> None: | |
| with path.open("w") as stream: | |
| for row in rows: | |
| stream.write(json.dumps(row, sort_keys=True) + "\n") | |
| def materialize_metadata( | |
| output: Path, | |
| patch_records: list[dict[str, object]], | |
| validation: dict[str, object], | |
| ) -> dict[str, object]: | |
| metadata = output / "metadata" | |
| metadata.mkdir() | |
| tasks_rows: list[dict[str, object]] = [] | |
| requirements: set[str] = set() | |
| risk_counts: Counter[str] = Counter() | |
| for task in task_dirs(output): | |
| analysis = analyze_task(task) | |
| for requirement in analysis["runtime_python_requirements"]: | |
| requirements.add(str(requirement)) | |
| for key in ( | |
| "runtime_python_install", | |
| "runtime_python_dynamic_requirements", | |
| "runtime_os_package_install", | |
| "raw_network_candidate", | |
| "service_manager_candidate", | |
| "sudo_in_oracle", | |
| ): | |
| if analysis[key]: | |
| risk_counts[key] += 1 | |
| if analysis["external_url_hosts"]: | |
| risk_counts["external_url_reference"] += 1 | |
| tasks_rows.append( | |
| { | |
| "task": task.name, | |
| "tree_sha256": tree_hash(task), | |
| "patch_ids": [ | |
| VERIFIER_PATCH_ID, | |
| *([ARM_PATCH_ID] if task.name == ARM_PATCH_TASK else []), | |
| *( | |
| [ORACLE_SYNTAX_PATCH_ID] | |
| if task.name == ORACLE_SYNTAX_PATCH_TASK | |
| else [] | |
| ), | |
| ], | |
| **analysis, | |
| } | |
| ) | |
| write_jsonl(metadata / "tasks.jsonl", tasks_rows) | |
| write_jsonl(metadata / "patches.jsonl", patch_records) | |
| (metadata / "runtime-python-requirements.txt").write_text( | |
| "\n".join(sorted(requirements, key=str.lower)) | |
| + ("\n" if requirements else "") | |
| ) | |
| patch_definitions = { | |
| "schema_version": 1, | |
| "patches": [ | |
| { | |
| "id": VERIFIER_PATCH_ID, | |
| "scope": "all tasks", | |
| "expected_before_sha256": EXPECTED_TEST_SH_SHA256, | |
| "after_sha256": sha256_bytes(OFFLINE_TEST_SH.encode()), | |
| "semantics": "Reward and final-state tests unchanged; only dependency acquisition is removed.", | |
| }, | |
| { | |
| "id": ARM_PATCH_ID, | |
| "scope": ARM_PATCH_TASK, | |
| "replacements": [list(item) for item in ARM_REPLACEMENTS], | |
| "semantics": "Dummy package payload and tested version remain unchanged.", | |
| }, | |
| { | |
| "id": ORACLE_SYNTAX_PATCH_ID, | |
| "scope": ORACLE_SYNTAX_PATCH_TASK, | |
| "replacement": [ | |
| "PY\\n && cat /home/user/work/output/orders_report.csv", | |
| "PY\\ncat /home/user/work/output/orders_report.csv", | |
| ], | |
| "semantics": "Fix shell parsing only; generated report and final-state tests are unchanged.", | |
| }, | |
| ], | |
| } | |
| write_json(metadata / "patch-definitions.json", patch_definitions) | |
| provenance = { | |
| "schema_version": 1, | |
| "kind": "derived_dataset_provenance", | |
| "upstream_repo": UPSTREAM_REPO, | |
| "upstream_revision": UPSTREAM_REVISION, | |
| "task_count": len(tasks_rows), | |
| "execution_profiles": [ | |
| "jupiter-aarch64-rootless-apptainer-wheelhouse-v1", | |
| "jupiter-aarch64-rootless-apptainer-proxy-v1", | |
| ], | |
| } | |
| write_json(metadata / "provenance.json", provenance) | |
| summary: dict[str, object] = { | |
| "schema_version": 1, | |
| "kind": "endless_terminals_offline_patch_summary", | |
| "upstream_repo": UPSTREAM_REPO, | |
| "upstream_revision": UPSTREAM_REVISION, | |
| "task_count": len(tasks_rows), | |
| "patched_verifiers": sum( | |
| record["patch_id"] == VERIFIER_PATCH_ID for record in patch_records | |
| ), | |
| "patched_environment_files": sum( | |
| record["patch_id"] == ARM_PATCH_ID for record in patch_records | |
| ), | |
| "patched_oracle_files": sum( | |
| record["patch_id"] == ORACLE_SYNTAX_PATCH_ID | |
| for record in patch_records | |
| ), | |
| "unique_runtime_python_requirements": len(requirements), | |
| "risk_counts": dict(sorted(risk_counts.items())), | |
| "validation": validation, | |
| } | |
| write_json(metadata / "summary.json", summary) | |
| checksummed = [ | |
| metadata / "patch-definitions.json", | |
| metadata / "patches.jsonl", | |
| metadata / "provenance.json", | |
| metadata / "runtime-python-requirements.txt", | |
| metadata / "summary.json", | |
| metadata / "tasks.jsonl", | |
| ] | |
| with (metadata / "SHA256SUMS").open("w") as stream: | |
| for path in checksummed: | |
| stream.write(f"{sha256_file(path)} {path.name}\n") | |
| return summary | |
| def parse_args() -> argparse.Namespace: | |
| parser = argparse.ArgumentParser(description=__doc__) | |
| parser.add_argument("source", type=Path) | |
| parser.add_argument("--output-dir", type=Path) | |
| parser.add_argument("--apply", action="store_true") | |
| parser.add_argument( | |
| "--allow-unpinned-source", | |
| action="store_true", | |
| help="Accept a source without the pinned Git revision (recorded as a deviation).", | |
| ) | |
| return parser.parse_args() | |
| def main() -> int: | |
| args = parse_args() | |
| source = args.source.expanduser().resolve() | |
| if not source.is_dir(): | |
| raise SystemExit(f"Source directory does not exist: {source}") | |
| try: | |
| tasks = validate_source(source, args.allow_unpinned_source) | |
| except (OSError, ValueError) as error: | |
| raise SystemExit(f"Invalid source: {error}") from error | |
| analyses = [analyze_task(task) for task in tasks] | |
| planned = { | |
| "mode": "apply" if args.apply else "dry-run", | |
| "upstream_revision": git_revision(source), | |
| "tasks": len(tasks), | |
| "verifiers_to_patch": len(tasks), | |
| "environment_files_to_patch": 2, | |
| "oracle_files_to_patch": 1, | |
| "runtime_python_install_tasks": sum( | |
| bool(row["runtime_python_install"]) for row in analyses | |
| ), | |
| "runtime_os_package_install_tasks": sum( | |
| bool(row["runtime_os_package_install"]) for row in analyses | |
| ), | |
| "external_url_reference_tasks": sum( | |
| bool(row["external_url_hosts"]) for row in analyses | |
| ), | |
| "raw_network_candidate_tasks": sum( | |
| bool(row["raw_network_candidate"]) for row in analyses | |
| ), | |
| } | |
| print(json.dumps(planned, indent=2, sort_keys=True)) | |
| if not args.apply: | |
| return 0 | |
| if args.output_dir is None: | |
| raise SystemExit("--output-dir is required with --apply") | |
| output = args.output_dir.expanduser().resolve() | |
| copy_source(source, output) | |
| patch_records = apply_patches(output) | |
| validation = validate_materialization(source, output, patch_records) | |
| summary = materialize_metadata(output, patch_records, validation) | |
| print(json.dumps(summary, indent=2, sort_keys=True)) | |
| print(f"output={output}") | |
| return 0 | |
| if __name__ == "__main__": | |
| raise SystemExit(main()) | |