code: def capture_dependencies(
      dependencies: dict, work_dir: Path, capture_all: bool = False
  ):
      """Placeholder docstring"""
      path = work_dir.joinpath("requirements.txt")
      if "auto" in dependencies and dependencies["auto"]:
          command = [
              sys.executable,
              Path(__file__).parent.joinpath("pickle_dependencies.py"),
              "--pkl_path",
              work_dir.joinpath(PKL_FILE_NAME),
              "--dest",
              path,
          ]
  
          if capture_all:
              command.append("--capture_all")
  
          subprocess.run(
              command,
              env={"SETUPTOOLS_USE_DISTUTILS": "stdlib"},
              check=True,
          )
  
          with open(path, "r") as f:
              autodetect_depedencies = f.read().splitlines()
          autodetect_depedencies.append("sagemaker>=2.199")
      else:
          autodetect_depedencies = ["sagemaker>=2.199"]
  
      module_version_dict = _parse_dependency_list(
          autodetect_depedencies
      )
  
      if "requirements" in dependencies:
          module_version_dict = _process_customer_provided_requirements(
              requirements_file=dependencies["requirements"],
              module_version_dict=module_version_dict,
          )
      if "custom" in dependencies:
          module_version_dict = _process_custom_dependencies(
              custom_dependencies=dependencies.get("custom"),
              module_version_dict=module_version_dict,
          )
      with open(path, "w") as f:
          for module, version in module_version_dict.items():
              f.write(f"{module}{version}\n")
  
file_path: sagemaker-python-sdk/src/sagemaker/serve/detector/dependency_manager.py
imports: from __future__ import absolute_import
  from pathlib import Path
  import logging
  import subprocess
  import sys
  import re
label_desc: Use image node_id 1 for calling a global function with example usage: capture_dependencies(dependencies, work_dir, capture_all) without return types