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Download src/explicit_learning/schema_io.py from sungguk/visual-answerability: direct link, hf CLI and curl.
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3.79 kB
| """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 # "valid_first_response" | "valid_after_one_repair" | "invalid" | |
| 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: # jsonschema raises various error types | |
| 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("```"): | |
| # Strip a single surrounding fenced block (```json ... ``` or ``` ... ```). | |
| 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)) | |