code: def configure_component_cpu_profiler(
      component_name: str,
      component_id: str,
      component_type: Optional[ServeComponentType] = None,
  ) -> Tuple[Optional[cProfile.Profile], Optional[str]]:
      """Configures the CPU profiler for this component.
  
      Does nothing if RAY_SERVE_ENABLE_CPU_PROFILING is disabled.
  
      Returns:
          2-tuple containing profiler object and log file name for profile stats.
      """
  
      if RAY_SERVE_ENABLE_CPU_PROFILING:
          logger = logging.getLogger(SERVE_LOGGER_NAME)
  
          try:
              import cProfile
          except ImportError:
              logger.warning(
                  "RAY_SERVE_ENABLE_CPU_PROFILING is enabled, but cProfile "
                  "is not installed. No CPU profiling is happening."
              )
              return None, None
          try:
              # Need marshal to dump data. Check if marshal is installed before
              # starting the profiler.
              import marshal  # noqa: F401
          except ImportError:
              logger.warning(
                  "RAY_SERVE_ENABLE_CPU_PROFILING is enabled, but marshal "
                  "is not installed. No CPU profiling is happening."
              )
              return None, None
  
          logs_dir = get_serve_logs_dir()
          cpu_profiler_file_name = get_component_log_file_name(
              component_name=component_name,
              component_id=component_id,
              component_type=component_type,
              suffix="_cprofile.prof",
          )
          cpu_profiler_file_path = os.path.join(
              logs_dir, cpu_profiler_file_name
          )
  
          profile = cProfile.Profile()
          profile.enable()
          logger.info(
              "RAY_SERVE_ENABLE_CPU_PROFILING is enabled. Started cProfile "
              "on this actor."
          )
          return profile, cpu_profiler_file_path
      else:
          return None, None
  
imports: import copy
  import json
  import logging
  import os
  from typing import Optional, Tuple
  import ray
  from ray.serve._private.common import ServeComponentType
  from ray.serve._private.constants import RAY_SERVE_ENABLE_CPU_PROFILING, RAY_SERVE_ENABLE_JSON_LOGGING, RAY_SERVE_ENABLE_MEMORY_PROFILING, SERVE_LOG_APPLICATION, SERVE_LOG_COMPONENT, SERVE_LOG_COMPONENT_ID, SERVE_LOG_DEPLOYMENT, SERVE_LOG_EXTRA_FIELDS, SERVE_LOG_LEVEL_NAME, SERVE_LOG_MESSAGE, SERVE_LOG_RECORD_FORMAT, SERVE_LOG_REPLICA, SERVE_LOG_REQUEST_ID, SERVE_LOG_ROUTE, SERVE_LOG_TIME, SERVE_LOGGER_NAME
  from ray.serve.schema import EncodingType, LoggingConfig
label_desc: Use image node_id 7 for calling a global function with example usage: configure_component_cpu_profiler(component_name, component_id, component_type) and returns: profile,  cpu_profiler_file_path, None,  None, None,  None, None,  None