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Download src/explicit_learning/cli/preflight.py from sungguk/visual-answerability: direct link, hf CLI and curl.
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9.65 kB
| """``explicit-preflight`` — hardware/license/config preflight gate. | |
| No later stage runs until preflight exits 0. ``validate-config`` loads the | |
| resource manifest and experiment defaults through the Pydantic models (enforcing | |
| all research invariants) and checks the four ``EXPLICIT_*`` roots are set. | |
| ``check-storage`` verifies the roots are real, writable directories that are not | |
| /tmp, the user home, or the repository. ``check-license-approvals`` reports the | |
| approval-gate status. ``snapshot-environments`` records the hardware/python/env | |
| inventory for reproducibility. | |
| """ | |
| from __future__ import annotations | |
| import argparse | |
| import json | |
| import os | |
| import platform | |
| import shutil | |
| import subprocess | |
| import sys | |
| from datetime import UTC, datetime | |
| from pathlib import Path | |
| from typing import Any | |
| from .. import __version__ | |
| from ..config import ConfigError, load_config_pair | |
| from ..hashing import canonical_config_hash | |
| from ..logging_setup import get_logger | |
| from ..paths import ROOT_ENV_VARS, is_forbidden_root, missing_roots, repo_root | |
| logger = get_logger("preflight") | |
| # License gates that the resource catalog declares (docs/01_RESOURCE_CATALOG.md §1). | |
| # ADR-0002 removed the gated-manual-access SAM model, so sam3_terms is gone. | |
| REQUIRED_LICENSE_GATES = ( | |
| "mmk12_license", | |
| "mmr1_composite_terms", | |
| "bbox_docvqa_license", | |
| "bbox_docvqa_storage", | |
| "baseline_unlicensed_data", | |
| "mathvista_eval_only", | |
| ) | |
| def _utc_now() -> str: | |
| return datetime.now(tz=UTC).strftime("%Y-%m-%dT%H:%M:%SZ") | |
| def _add_common(parser: argparse.ArgumentParser) -> None: | |
| parser.add_argument( | |
| "--resources", | |
| type=Path, | |
| default=repo_root() / "configs" / "resources.yaml", | |
| ) | |
| parser.add_argument( | |
| "--experiment", | |
| type=Path, | |
| default=repo_root() / "configs" / "experiment.yaml", | |
| ) | |
| def cmd_validate_config(args: argparse.Namespace) -> int: | |
| require_env = not getattr(args, "no_require_env", False) | |
| try: | |
| resources, experiment = load_config_pair(args.resources, args.experiment) | |
| except (ConfigError, FileNotFoundError) as exc: | |
| print(f"CONFIG VALIDATION FAILED: {exc}", file=sys.stderr) | |
| return 1 | |
| if require_env: | |
| missing = missing_roots() | |
| if missing: | |
| print( | |
| f"ENV VALIDATION FAILED: missing required roots: {', '.join(missing)}", | |
| file=sys.stderr, | |
| ) | |
| return 1 | |
| # Recompute the experiment hash from the raw parsed file so the reported | |
| # value is identical to what scripts/validate_spec.py would see, independent | |
| # of pydantic model defaults. | |
| import yaml # local import: only needed for the hash report | |
| raw_experiment = yaml.safe_load(Path(args.experiment).read_text(encoding="utf-8")) | |
| raw_resources = yaml.safe_load(Path(args.resources).read_text(encoding="utf-8")) | |
| summary = { | |
| "ok": True, | |
| "package_version": __version__, | |
| "repo_commit": _read_git_commit(), | |
| "experiment_canonical_sha256": canonical_config_hash(raw_experiment), | |
| "resources_canonical_sha256": canonical_config_hash(raw_resources), | |
| "models": len(resources.models), | |
| "datasets": len(resources.datasets), | |
| "repositories": len(resources.repositories), | |
| "main_rl_runs": len(experiment.main_rl_runs), | |
| } | |
| print(json.dumps(summary, sort_keys=True)) | |
| return 0 | |
| def cmd_check_storage(args: argparse.Namespace) -> int: | |
| missing = missing_roots() | |
| if missing: | |
| print(f"STORAGE CHECK FAILED: missing roots: {', '.join(missing)}", file=sys.stderr) | |
| return 1 | |
| failures: list[str] = [] | |
| report: dict[str, Any] = {} | |
| for name in ROOT_ENV_VARS: | |
| path = Path(os.environ[name]).expanduser() | |
| entry: dict[str, Any] = {"path": str(path)} | |
| if not path.exists(): | |
| entry["ok"] = False | |
| entry["error"] = "does not exist" | |
| failures.append(f"{name} ({path}) does not exist") | |
| elif not path.is_dir(): | |
| entry["ok"] = False | |
| entry["error"] = "not a directory" | |
| failures.append(f"{name} ({path}) is not a directory") | |
| else: | |
| writable = os.access(path, os.W_OK) | |
| entry["ok"] = writable | |
| entry["writable"] = writable | |
| entry["forbidden_location"] = is_forbidden_root(path) | |
| try: | |
| stat = os.statvfs(path) | |
| entry["free_bytes"] = stat.f_bavail * stat.f_frsize | |
| except OSError: | |
| entry["free_bytes"] = None | |
| if not writable: | |
| failures.append(f"{name} ({path}) is not writable") | |
| if entry["forbidden_location"]: | |
| msg = ( | |
| f"{name} ({path}) is /tmp, home, or inside the repo; " | |
| "do not use it as a large output root" | |
| ) | |
| if name == "EXPLICIT_RUN_ROOT": | |
| failures.append(msg) | |
| else: | |
| logger.warning(msg) | |
| report[name] = entry | |
| print(json.dumps(report, sort_keys=True)) | |
| if failures: | |
| print("STORAGE CHECK FAILED: " + "; ".join(failures), file=sys.stderr) | |
| return 1 | |
| return 0 | |
| def cmd_check_license_approvals(args: argparse.Namespace) -> int: | |
| approval_path = Path(args.approval) | |
| if not approval_path.exists(): | |
| print(f"LICENSE CHECK FAILED: approval file not found: {approval_path}", file=sys.stderr) | |
| return 1 | |
| try: | |
| data = json.loads(approval_path.read_text(encoding="utf-8")) | |
| except json.JSONDecodeError as exc: | |
| print(f"LICENSE CHECK FAILED: invalid JSON: {exc}", file=sys.stderr) | |
| return 1 | |
| if not isinstance(data, dict) or data.get("schema_version") != 1: | |
| print("LICENSE CHECK FAILED: schema_version must be 1", file=sys.stderr) | |
| return 1 | |
| gates = data.get("gates") | |
| if not isinstance(gates, dict): | |
| print("LICENSE CHECK FAILED: 'gates' must be an object", file=sys.stderr) | |
| return 1 | |
| report: dict[str, Any] = {"approved_at": data.get("approved_at"), "gates": {}} | |
| for gate in REQUIRED_LICENSE_GATES: | |
| entry = gates.get(gate) | |
| if not isinstance(entry, dict): | |
| report["gates"][gate] = {"status": "missing"} | |
| else: | |
| report["gates"][gate] = { | |
| "status": entry.get("status", "missing"), | |
| "evidence": entry.get("evidence"), | |
| } | |
| print(json.dumps(report, sort_keys=True)) | |
| return 0 | |
| def _run_capture(command: list[str], timeout: float = 30.0) -> str: | |
| try: | |
| result = subprocess.run( | |
| command, | |
| capture_output=True, | |
| text=True, | |
| timeout=timeout, | |
| check=False, | |
| ) | |
| return result.stdout + result.stderr | |
| except (FileNotFoundError, subprocess.TimeoutExpired) as exc: | |
| return f"<unavailable: {exc}>\n" | |
| def _read_git_commit() -> str: | |
| out = _run_capture(["git", "-C", str(repo_root()), "rev-parse", "HEAD"]) | |
| return out.strip().splitlines()[0] if out.strip() else "<unknown>" | |
| def cmd_snapshot_environments(args: argparse.Namespace) -> int: | |
| output = Path(args.output) | |
| output.mkdir(parents=True, exist_ok=True) | |
| inventory = { | |
| "package_version": __version__, | |
| "captured_at": _utc_now(), | |
| "repo_commit": _read_git_commit(), | |
| "python": _run_capture([sys.executable, "-VV"]), | |
| "platform": platform.platform(), | |
| "uname": _run_capture(["uname", "-a"]), | |
| "nvidia_smi": _run_capture(["nvidia-smi"], timeout=30.0), | |
| "topology": _run_capture(["nvidia-smi", "topo", "-m"], timeout=30.0), | |
| } | |
| if shutil.which("uv"): | |
| inventory["uv"] = _run_capture(["uv", "--version"]) | |
| if shutil.which("pip"): | |
| inventory["pip_freeze"] = _run_capture( | |
| [sys.executable, "-m", "pip", "freeze", "--all"], timeout=60.0 | |
| ) | |
| target = output / "environment.json" | |
| target.write_text(json.dumps(inventory, indent=2, sort_keys=True), encoding="utf-8") | |
| print(json.dumps({"ok": True, "output": str(target)}, sort_keys=True)) | |
| return 0 | |
| def build_parser() -> argparse.ArgumentParser: | |
| parser = argparse.ArgumentParser(prog="explicit-preflight") | |
| parser.add_argument("--version", action="version", version=f"explicit-preflight {__version__}") | |
| sub = parser.add_subparsers(dest="command", required=True) | |
| p_validate = sub.add_parser( | |
| "validate-config", help="Load + validate resources and experiment configs." | |
| ) | |
| _add_common(p_validate) | |
| p_validate.add_argument( | |
| "--no-require-env", | |
| action="store_true", | |
| help="Skip the EXPLICIT_* environment-root check (for offline config checks).", | |
| ) | |
| p_validate.set_defaults(func=cmd_validate_config) | |
| p_storage = sub.add_parser( | |
| "check-storage", help="Verify EXPLICIT_* roots exist and are writable." | |
| ) | |
| p_storage.set_defaults(func=cmd_check_storage) | |
| p_license = sub.add_parser("check-license-approvals", help="Report approval-gate status.") | |
| p_license.add_argument("--approval", type=Path, required=True) | |
| p_license.set_defaults(func=cmd_check_license_approvals) | |
| p_snap = sub.add_parser("snapshot-environments", help="Record hardware/python/env inventory.") | |
| p_snap.add_argument("--output", type=Path, required=True) | |
| p_snap.set_defaults(func=cmd_snapshot_environments) | |
| return parser | |
| def main(argv: list[str] | None = None) -> int: | |
| parser = build_parser() | |
| args = parser.parse_args(argv) | |
| return int(args.func(args)) | |
| if __name__ == "__main__": | |
| raise SystemExit(main()) | |