code: def get_profile_dir(profile: str) -> (Path, Path):
      config_pattern = re.compile(
          r"config(.v(?P<min_major>\d+)\+)?.yaml"
      )
  
      def get_config_min_major(filename):
          m = config_pattern.match(filename)
          if m:
              min_major = m.group("min_major")
              if min_major is None:
                  return 0
              min_major = int(min_major)
  
              return min_major
          return None
  
      dirs = get_appdirs()
      if os.path.exists(profile):
          parent_dir = os.path.dirname(profile) or "."
          search_dirs = [parent_dir]
          profile = os.path.basename(profile)
      else:
          search_dirs = [
              os.getcwd(),
              dirs.user_config_dir,
              dirs.site_config_dir,
          ]
      for d in search_dirs:
          profile_candidate = Path(d) / profile
          if profile_candidate.exists():
              files = os.listdir(profile_candidate)
              curr_major = int(__version__.split(".")[0])
              config_files = {
                  f: min_major
                  for f, min_major in zip(
                      files, map(get_config_min_major, files)
                  )
                  if min_major is not None and curr_major >= min_major
              }
              if config_files:
                  config_file = max(config_files, key=config_files.get)
                  return (
                      profile_candidate,
                      profile_candidate / config_file,
                  )
  
imports: import os
  import re
  import sys
  from argparse import ArgumentDefaultsHelpFormatter
  from functools import partial
  from importlib.machinery import SourceFileLoader
  from pathlib import Path
  from typing import Set
  from snakemake_interface_executor_plugins.settings import ExecMode
  from snakemake_interface_storage_plugins.registry import StoragePluginRegistry
  import snakemake.common.argparse
  from snakemake import logging
  from snakemake.api import SnakemakeApi, _get_executor_plugin_registry, resolve_snakefile
  from snakemake.common import SNAKEFILE_CHOICES, __version__, async_run, get_appdirs, parse_key_value_arg
  from snakemake.dag import Batch
  from snakemake.exceptions import CliException, ResourceScopesException, print_exception
  from snakemake.resources import DefaultResources, ResourceScopes, eval_resource_expression, parse_resources
  from snakemake.settings import ChangeType, ConfigSettings, DAGSettings, DeploymentMethod, DeploymentSettings, ExecutionSettings, GroupSettings, NotebookEditMode, OutputSettings, PreemptibleRules, Quietness, RemoteExecutionSettings, RerunTrigger, ResourceSettings, SchedulingSettings, SharedFSUsage, StorageSettings, WorkflowSettings
  from snakemake.target_jobs import parse_target_jobs_cli_args
  from snakemake.utils import available_cpu_count, update_config
label_desc: Use image node_id 13 for calling a global function with example usage: get_profile_dir(profile) and returns: None, min_major, int, profile_candidate,  unknown