code: def _read_human_eval(
      evalset_file: str = "HumanEval.jsonl",
  ) -> Dict[str, Dict]:
      return {
          task["task_id"]: task for task in _stream_jsonl(evalset_file)
      }
  
imports: import io
  import json
  import os
  from typing import List, Dict, Iterable, Optional, cast
  from helm.common.general import ensure_file_downloaded
  from helm.common.hierarchical_logger import hlog
  from .code_scenario_helper import run
  from .code_scenario_apps_pinned_file_order import apps_listdir_with_pinned_order
  from .scenario import Scenario, Instance, Reference, TRAIN_SPLIT, VALID_SPLIT, TEST_SPLIT, CORRECT_TAG, Input, Output
label_desc: Use image node_id 2 for calling a global function with example usage: _read_human_eval(evalset_file) and returns: unknown