docstr: This function drives:
  - sticky system tags initialization
  - task-level metadata generation
code: def _get_system_info_as_dict(self):
      """This function drives:
      - sticky system tags initialization
      - task-level metadata generation
      """
      sys_info = dict()
      env = self._environment.get_environment_info()
      sys_info["runtime"] = env["runtime"]
      sys_info["python_version"] = env["python_version_code"]
      identity_type, identity_value = resolve_identity_as_tuple()
      sys_info[identity_type] = identity_value
      if env["metaflow_version"]:
          sys_info["metaflow_version"] = env["metaflow_version"]
      if "metaflow_r_version" in env:
          sys_info["metaflow_r_version"] = env["metaflow_r_version"]
      if "r_version_code" in env:
          sys_info["r_version"] = env["r_version_code"]
      return sys_info
  
imports: import json
  import os
  import re
  import time
  from collections import namedtuple
  from itertools import chain
  from metaflow.exception import MetaflowInternalError, MetaflowTaggingError
  from metaflow.tagging_util import validate_tag
  from metaflow.util import get_username, resolve_identity_as_tuple, is_stringish
label_desc: Use image node_id 29 for calling the MetadataProvider obj's underlying member method code with example usage: obj._get_system_info_as_dict() and returns: sys_info