#!/usr/bin/env python3 """ Strict-ish schema validator for mux_assets.jsonl. Usage: python scripts/validate_schema.py """ from __future__ import annotations import json import os import re from typing import Any, Dict, List, Tuple JSONL_PATH = os.path.join("data", "mux_assets.jsonl") NONEMPTY_STR_FIELDS = [ "asset_id", "upload_id", "title", "external_id", "creator_id", "status", "video_quality", "resolution_tier", "aspect_ratio", "encoding_tier", "mp4_support", "playback_policy", "playback_id_public", "video_track_id", "audio_track_id", "audio_language_code", ] BOOL_FIELDS = [ "normalize_audio", "audio_primary", ] INT_FIELDS = [ "max_width", "max_height", "max_frame_rate", "audio_channels", "created_at_unix", ] FLOAT_FIELDS = [ "duration_seconds", ] REQUIRED_FIELDS = set(NONEMPTY_STR_FIELDS + BOOL_FIELDS + INT_FIELDS + FLOAT_FIELDS + ["raw_mux_json"]) ASPECT_RATIO_RE = re.compile(r"^\d+:\d+$") def load_jsonl(path: str) -> List[Dict[str, Any]]: rows: List[Dict[str, Any]] = [] with open(path, "r", encoding="utf-8") as f: for i, line in enumerate(f, start=1): line = line.strip() if not line: continue try: rows.append(json.loads(line)) except json.JSONDecodeError as e: raise SystemExit(f"[ERROR] Invalid JSON on line {i}: {e}") from e return rows def validate_all(rows: List[Dict[str, Any]]) -> Tuple[bool, List[str]]: errors: List[str] = [] for idx, row in enumerate(rows): missing = [k for k in REQUIRED_FIELDS if k not in row] if missing: errors.append(f"Row {idx}: missing required fields: {missing}") continue # types for k in NONEMPTY_STR_FIELDS: v = row.get(k) if not isinstance(v, str) or not v.strip(): errors.append(f"Row {idx}: field '{k}' must be a non-empty string.") for k in BOOL_FIELDS: if not isinstance(row.get(k), bool): errors.append(f"Row {idx}: field '{k}' must be a boolean.") for k in INT_FIELDS: if not isinstance(row.get(k), int): errors.append(f"Row {idx}: field '{k}' must be an integer.") for k in FLOAT_FIELDS: if not isinstance(row.get(k), (int, float)): errors.append(f"Row {idx}: field '{k}' must be a number (float).") if not isinstance(row.get("raw_mux_json"), dict): errors.append(f"Row {idx}: field 'raw_mux_json' must be an object/dict.") continue # ranges / sanity if row["duration_seconds"] <= 0: errors.append(f"Row {idx}: duration_seconds must be > 0.") if row["max_width"] <= 0 or row["max_height"] <= 0: errors.append(f"Row {idx}: max_width/max_height must be > 0.") if row["max_frame_rate"] <= 0 or row["max_frame_rate"] > 240: errors.append(f"Row {idx}: max_frame_rate looks invalid (expected 1..240).") if row["audio_channels"] <= 0 or row["audio_channels"] > 16: errors.append(f"Row {idx}: audio_channels looks invalid (expected 1..16).") if not ASPECT_RATIO_RE.match(row["aspect_ratio"]): errors.append(f"Row {idx}: aspect_ratio must match 'W:H' like '16:9'.") if row["playback_policy"] not in ("public", "signed"): errors.append(f"Row {idx}: playback_policy should be 'public' or 'signed'.") # internal consistency checks (light) raw = row["raw_mux_json"] raw_id = raw.get("id") if isinstance(raw_id, str) and raw_id != row["asset_id"]: errors.append(f"Row {idx}: raw_mux_json.id != asset_id") tracks = raw.get("tracks", []) if not isinstance(tracks, list) or not tracks: errors.append(f"Row {idx}: raw_mux_json.tracks must be a non-empty list.") continue track_ids = {t.get("id") for t in tracks if isinstance(t, dict)} if row["video_track_id"] not in track_ids: errors.append(f"Row {idx}: video_track_id not found in raw_mux_json.tracks.") if row["audio_track_id"] not in track_ids: errors.append(f"Row {idx}: audio_track_id not found in raw_mux_json.tracks.") playback_ids = raw.get("playback_ids", []) if isinstance(playback_ids, list) and playback_ids: pb0 = playback_ids[0] if isinstance(pb0, dict): if pb0.get("id") != row["playback_id_public"]: errors.append(f"Row {idx}: raw_mux_json.playback_ids[0].id != playback_id_public") if pb0.get("policy") != row["playback_policy"]: errors.append(f"Row {idx}: raw_mux_json.playback_ids[0].policy != playback_policy") return (len(errors) == 0), errors def main() -> None: if not os.path.exists(JSONL_PATH): raise SystemExit(f"[ERROR] Missing file: {JSONL_PATH}") rows = load_jsonl(JSONL_PATH) ok, errors = validate_all(rows) if ok: print(f"[OK] Schema validated: {len(rows)} row(s).") return print("[FAIL] Schema validation errors:") for e in errors: print(" -", e) raise SystemExit(1) if __name__ == "__main__": main()