Cannot find eccodes library while import cfgrib on Windows 10

Question

I had issue on Windows 10 Pro (build: 19045.4170), python: 3.10.2. Basic problem was in this line:

import cfgrib

Traceback (most recent call last):
  File "C:\Users\userxyz\Desktop\analyza_grib.py", line 3, in <module>
    import cfgrib
  File "C:\Users\userxyz\AppData\Local\Programs\Python\Python310\lib\site-packages\cfgrib\__init__.py", line 20, in <module>
    from .cfmessage import COMPUTED_KEYS
  File "C:\Users\userxyz\AppData\Local\Programs\Python\Python310\lib\site-packages\cfgrib\cfmessage.py", line 29, in <module>
    from . import abc, messages
  File "C:\Users\userxyz\AppData\Local\Programs\Python\Python310\lib\site-packages\cfgrib\messages.py", line 28, in <module>
    import eccodes  # type: ignore
  File "C:\Users\userxyz\AppData\Local\Programs\Python\Python310\lib\site-packages\eccodes\__init__.py", line 13, in <module>
    from .eccodes import *  # noqa
  File "C:\Users\userxyz\AppData\Local\Programs\Python\Python310\lib\site-packages\eccodes\eccodes.py", line 12, in <module>
    from gribapi import (
  File "C:\Users\userxyz\AppData\Local\Programs\Python\Python310\lib\site-packages\gribapi\__init__.py", line 13, in <module>
    from .gribapi import *  # noqa
  File "C:\Users\userxyz\AppData\Local\Programs\Python\Python310\lib\site-packages\gribapi\gribapi.py", line 34, in <module>
    from gribapi.errors import GribInternalError
  File "C:\Users\userxyz\AppData\Local\Programs\Python\Python310\lib\site-packages\gribapi\errors.py", line 16, in <module>
    from .bindings import ENC, ffi, lib
  File "C:\Users\userxyz\AppData\Local\Programs\Python\Python310\lib\site-packages\gribapi\bindings.py", line 35, in <module>
    raise RuntimeError("Cannot find the ecCodes library")
RuntimeError: Cannot find the ecCodes library 

Issue seems to be resolved by this answer. (So basically installing package ecmwflibs). I only use pip install and no conda environment. This is my versions of packages now: ecmwflibs: 0.6.3, eccodes: 2.34.1, cfgrib: 0.9.9.0. Is there a better solution, or can someone explain what happened?