#!/usr/bin/env python3 from __future__ import annotations import json import os from pathlib import Path from typing import Any def read_jsonl(path: str | Path) -> list[dict[str, Any]]: with Path(path).open("r", encoding="utf-8") as f: return [json.loads(line) for line in f if line.strip()] def resolve_data_paths(row: dict[str, Any], data_root: str | Path | None = None) -> dict[str, Any]: """Return a copy of a row with image/mask-like paths resolved locally. By default, `data_root` is read from FAME_DATA_ROOT. The episode loaders pass the release root when `resolve_paths=True`, so bundled data paths work without extra configuration. """ root_value = str(data_root or os.environ.get("FAME_DATA_ROOT", "")).strip() if not root_value: return dict(row) root = Path(root_value) out = dict(row) for key in ["image", "mask"]: value = out.get(key) if isinstance(value, str) and value and not value.startswith("/") and "::" not in value: out[key] = str(root / value) return out def load_episode( release_root: str | Path, task: str, seed: int = 0, k: int = 10, resolve_paths: bool = False, data_root: str | Path | None = None, ) -> tuple[list[dict[str, Any]], list[dict[str, Any]]]: root = Path(release_root) ep_dir = root / "FAME_benchmark" / "episodes" / f"k{k}_seed{seed}" / task support = read_jsonl(ep_dir / "support.jsonl") query = read_jsonl(ep_dir / "test.jsonl") if resolve_paths: local_root = Path(data_root) if data_root is not None else root support = [resolve_data_paths(row, data_root=local_root) for row in support] query = [resolve_data_paths(row, data_root=local_root) for row in query] return support, query def load_ood_episode( release_root: str | Path, pair_id: str, setting: str = "k10_seed0", resolve_paths: bool = False, data_root: str | Path | None = None, ) -> tuple[list[dict[str, Any]], list[dict[str, Any]], dict[str, Any]]: root = Path(release_root) ep_dir = root / "FAME_benchmark" / "ood_episodes" / setting / pair_id support = read_jsonl(ep_dir / "support.jsonl") query = read_jsonl(ep_dir / "test.jsonl") info = json.loads((ep_dir / "ood_pair_info.json").read_text(encoding="utf-8")) if resolve_paths: local_root = Path(data_root) if data_root is not None else root support = [resolve_data_paths(row, data_root=local_root) for row in support] query = [resolve_data_paths(row, data_root=local_root) for row in query] return support, query, info def list_tasks(release_root: str | Path) -> list[str]: path = Path(release_root) / "FAME_benchmark" / "task_lists" / "FAME_benchmark_tasks.txt" return [line.strip() for line in path.read_text(encoding="utf-8").splitlines() if line.strip()] def list_ood_pairs(release_root: str | Path) -> list[str]: path = Path(release_root) / "FAME_benchmark" / "task_lists" / "FAME_ood_pairs_all.txt" if path.exists(): return [line.strip() for line in path.read_text(encoding="utf-8").splitlines() if line.strip()] root = Path(release_root) / "FAME_benchmark" / "ood_episodes" / "k10_seed0" return sorted(p.name for p in root.iterdir() if p.is_dir()) if root.exists() else []