code: def _partition_metrics_public_partitions(
      is_empty_partition: bool,
  ) -> metrics.PartitionsInfo:
      result = metrics.PartitionsInfo(
          public_partitions=True,
          num_dataset_partitions=0,
          num_non_public_partitions=0,
          num_empty_partitions=0,
      )
      if is_empty_partition:
          result.num_empty_partitions = 1
      else:
          result.num_dataset_partitions = 1
      return result
  
imports: import copy
  import pipeline_dp
  from analysis import metrics
  import dataclasses
  from typing import List, Tuple, Callable
  import math
label_desc: Use image node_id 5 for calling a global function with example usage: _partition_metrics_public_partitions(is_empty_partition) and returns: result