#!/usr/bin/env python3 from __future__ import annotations import argparse import json from collections import Counter from pathlib import Path from typing import Any ROOT = Path(__file__).resolve().parents[1] INVENTORY = ROOT / "data" / "opencode_tool_inventory.json" def load_inventory() -> dict[str, dict[str, Any]]: blob = json.loads(INVENTORY.read_text()) return {tool["name"]: tool for tool in blob["tools"]} def iter_jsonl(path: Path): with path.open() as f: for line_no, line in enumerate(f, 1): if line.strip(): yield line_no, json.loads(line) def validate_training(path: Path, inventory: dict[str, dict[str, Any]]) -> list[str]: errors: list[str] = [] coverage: Counter[str] = Counter() for line_no, row in iter_jsonl(path): messages = row.get("messages") if not isinstance(messages, list) or not messages: errors.append(f"{path}:{line_no}: missing messages") continue has_call = False for msg in messages: if msg.get("role") != "assistant": continue for tc in msg.get("tool_calls") or []: has_call = True fn = tc.get("function") or {} name = fn.get("name") if name not in inventory: errors.append(f"{path}:{line_no}: unknown tool {name!r}") continue coverage[name] += 1 try: args = json.loads(fn.get("arguments")) except Exception as exc: errors.append(f"{path}:{line_no}: bad JSON arguments for {name}: {exc}") continue if not isinstance(args, dict): errors.append(f"{path}:{line_no}: {name} arguments must be an object") continue for required in inventory[name].get("required", []): if required not in args: errors.append(f"{path}:{line_no}: {name} missing required argument {required}") if not has_call: errors.append(f"{path}:{line_no}: example has no assistant tool call") missing = sorted(set(inventory) - set(coverage)) if missing: errors.append(f"{path}: missing opencode tool coverage: {', '.join(missing)}") return errors def validate_eval(path: Path, inventory: dict[str, dict[str, Any]]) -> list[str]: errors: list[str] = [] for line_no, row in iter_jsonl(path): if not row.get("id") or not row.get("prompt"): errors.append(f"{path}:{line_no}: eval row needs id and prompt") if not isinstance(row.get("files"), dict): errors.append(f"{path}:{line_no}: eval row needs files object") for name in row.get("expected_tools") or []: if name not in inventory: errors.append(f"{path}:{line_no}: unknown expected tool {name}") if not any(key in row for key in ["verify", "verify_contains", "verify_missing", "verify_command"]): errors.append(f"{path}:{line_no}: eval row has no verifier") return errors def main() -> int: parser = argparse.ArgumentParser() parser.add_argument("path", type=Path) args = parser.parse_args() inventory = load_inventory() if args.path.name.endswith("_eval.jsonl"): errors = validate_eval(args.path, inventory) else: errors = validate_training(args.path, inventory) if errors: for error in errors: print(error) return 1 print(f"ok: {args.path}") return 0 if __name__ == "__main__": raise SystemExit(main())