Missing modules of global_utils "global_utils.cloudgpt_aoai import get_chat_completion"

[MingCHEN-Github]

Dear ACV researchers @Pter61 @MikukuOvO ,

Thanks for your work in ACV.
To further learn about this research, I got some errors when reproducing the result.

Could you please share the module of global_utils in this project? Thank you!

Here are module missing errors when run Step 3: Quick Trail

~/ACV/self_managing_systems/microservice/paper_artifact_arXiv_2407_14402$ python -m src.empirical_low_level_L1_2 --instance metric_collection_1 --suffix stable --cache_seed 42
/usr/lib/python3/dist-packages/paramiko/pkey.py:82: CryptographyDeprecationWarning: TripleDES has been moved to cryptography.hazmat.decrepit.ciphers.algorithms.TripleDES and will be removed from cryptography.hazmat.primitives.ciphers.algorithms in 48.0.0.
  "cipher": algorithms.TripleDES,
/usr/lib/python3/dist-packages/paramiko/transport.py:237: CryptographyDeprecationWarning: Blowfish has been moved to cryptography.hazmat.decrepit.ciphers.algorithms.Blowfish and will be removed from cryptography.hazmat.primitives.ciphers.algorithms in 45.0.0.
  "class": algorithms.Blowfish,
/usr/lib/python3/dist-packages/paramiko/transport.py:261: CryptographyDeprecationWarning: TripleDES has been moved to cryptography.hazmat.decrepit.ciphers.algorithms.TripleDES and will be removed from cryptography.hazmat.primitives.ciphers.algorithms in 48.0.0.
  "class": algorithms.TripleDES,
/usr/lib/python3/dist-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.17.3 and <1.25.0 is required for this version of SciPy (detected version 1.26.4
  warnings.warn(f"A NumPy version >={np_minversion} and <{np_maxversion}"
/home/student.unimelb.edu.au/mingc4/.local/lib/python3.10/site-packages/flaml/__init__.py:20: UserWarning: flaml.automl is not available. Please install flaml[automl] to enable AutoML functionalities.
  warnings.warn("flaml.automl is not available. Please install flaml[automl] to enable AutoML functionalities.")
Traceback (most recent call last):
  File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
    return _run_code(code, main_globals, None,
  File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
    exec(code, run_globals)
  File "/home/student.unimelb.edu.au/mingc4/ACV/self_managing_systems/microservice/paper_artifact_arXiv_2407_14402/src/empirical_low_level_L1_2.py", line 24, in <module>
    from .evaluate.sock_shop_evaluator import SockShopEvaluator
  File "/home/student.unimelb.edu.au/mingc4/ACV/self_managing_systems/microservice/paper_artifact_arXiv_2407_14402/src/evaluate/sock_shop_evaluator.py", line 11, in <module>
    from .markdown_evaluator import _load_markdown2chat_message, _call_llm4judge, _calculate_steps
  File "/home/student.unimelb.edu.au/mingc4/ACV/self_managing_systems/microservice/paper_artifact_arXiv_2407_14402/src/evaluate/markdown_evaluator.py", line 8, in <module>
    from ..global_utils.cloudgpt_aoai import get_chat_completion
ModuleNotFoundError: No module named 'src.global_utils'

Best,
Ming

[MikukuOvO]

Dear Ming @MingCHEN-Github ,

Thank you for your interest in our work!
The global_utils.cloudgpt_aoai module provides the API interface for LLM calls. You can replace it with your own Python script for LLM interaction, as long as it follows the same input parameters for the get_chat_completion function — namely (model_name, msg). Alternatively, you’re free to overwrite this function as needed.

We hope this information is helpful! Please don’t hesitate to reach out if you have any further questions.

Best regards,
The ACV Team