| """JSON Schema loading, validation, and one-shot JSON repair parsing. |
| |
| The pipeline persists every model output and intermediate artifact as JSON |
| validated against a schema in ``schemas/``. Model JSON is parsed strictly: a |
| malformed response is repaired at most once, and a second failure routes the item |
| to the human queue (never a silent regex fallback). |
| """ |
|
|
| from __future__ import annotations |
|
|
| import json |
| from collections.abc import Callable |
| from pathlib import Path |
| from typing import Any |
|
|
| from jsonschema import Draft202012Validator |
|
|
| from .hashing import sha256_text |
|
|
| ParseStatus = str |
|
|
|
|
| class SchemaError(ValueError): |
| """Raised when a schema document itself is invalid.""" |
|
|
|
|
| def load_schema(path: str | Path) -> dict[str, Any]: |
| """Load and compile-check a JSON Schema (draft 2020-12) from ``path``.""" |
| schema: dict[str, Any] = json.loads(Path(path).read_text(encoding="utf-8")) |
| try: |
| Draft202012Validator.check_schema(schema) |
| except Exception as exc: |
| raise SchemaError(f"invalid schema {path}: {exc}") from exc |
| return schema |
|
|
|
|
| def validate(instance: Any, schema: dict[str, Any]) -> list[str]: |
| """Return a list of human-readable validation errors (empty if valid).""" |
| validator = Draft202012Validator(schema) |
| return [ |
| _format_error(error) |
| for error in sorted(validator.iter_errors(instance), key=lambda e: list(e.path)) |
| ] |
|
|
|
|
| def is_valid(instance: Any, schema: dict[str, Any]) -> bool: |
| """True when ``instance`` satisfies ``schema``.""" |
| return not validate(instance, schema) |
|
|
|
|
| def _format_error(error: Any) -> str: |
| path = ".".join(str(part) for part in error.path) or "$" |
| return f"{path}: {error.message}" |
|
|
|
|
| def parse_json(raw: str) -> Any: |
| """Parse a JSON document, tolerating a leading/trailing code fence. |
| |
| Raises ``json.JSONDecodeError`` on failure (no silent fallback). |
| """ |
| text = raw.strip() |
| if text.startswith("```"): |
| |
| lines = text.splitlines() |
| if lines and lines[0].startswith("```"): |
| lines = lines[1:] |
| if lines and lines[-1].strip().startswith("```"): |
| lines = lines[:-1] |
| text = "\n".join(lines).strip() |
| return json.loads(text) |
|
|
|
|
| def parse_with_repair( |
| raw: str, |
| schema: dict[str, Any], |
| repair: Callable[[str, list[str]], str | None], |
| ) -> tuple[Any | None, ParseStatus, list[str]]: |
| """Parse ``raw`` against ``schema``, allowing at most one repair call. |
| |
| ``repair(raw, errors)`` must return either a repaired raw string (re-parsed |
| and re-validated) or ``None``/empty to give up. Returns |
| ``(parsed_or_None, parse_status, final_errors)``. |
| """ |
| try: |
| candidate = parse_json(raw) |
| except json.JSONDecodeError as exc: |
| candidate = None |
| first_errors = [f"json: {exc}"] |
| else: |
| first_errors = validate(candidate, schema) |
|
|
| if not first_errors: |
| return candidate, "valid_first_response", [] |
|
|
| repaired = repair(raw, first_errors) |
| if not repaired: |
| return None, "invalid", first_errors |
|
|
| try: |
| candidate = parse_json(repaired) |
| except json.JSONDecodeError as exc: |
| return None, "invalid", [*first_errors, f"repair-json: {exc}"] |
|
|
| second_errors = validate(candidate, schema) |
| if second_errors: |
| return None, "invalid", [*first_errors, *second_errors] |
|
|
| return candidate, "valid_after_one_repair", [] |
|
|
|
|
| def request_hash(payload: Any) -> str: |
| """Stable SHA-256 of a request payload for idempotent response caching.""" |
| return sha256_text(json.dumps(payload, sort_keys=True, ensure_ascii=False)) |
|
|