[BUG] Encountered an error while running the GraphScope Python package

[pomelo-nwu]

Describe the bug A clear and concise description of what the bug is.

To Reproduce Steps to reproduce the behavior:

1. install deps

   python -m venv .venv
   source .venv/bin/active
   pip install graphscope

2. Run demo code python index.py

   # index.py
   import graphscope
   graphscope.set_option(show_log=False)  # enable logging

3. Encountered an error

   python index.py 
   Traceback (most recent call last):
   File "/Users/pomelo/Desktop/github/test-gs/index.py", line 1, in <module>
   import graphscope
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/graphscope/__init__.py", line 36, in <module>
   from graphscope.analytical.app import *
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/graphscope/analytical/app/__init__.py", line 19, in <module>
   from graphscope.analytical.app import flash
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/graphscope/analytical/app/flash/__init__.py", line 19, in <module>
   from graphscope.analytical.app.flash.centrality import betweenness_centrality
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/graphscope/analytical/app/flash/centrality.py", line 20, in <module>
   from graphscope.framework.app import AppAssets
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/graphscope/framework/app.py", line 30, in <module>
   from graphscope.framework.context import create_context_node
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/graphscope/framework/context.py", line 26, in <module>
   import pandas as pd
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/pandas/__init__.py", line 22, in <module>
   from pandas.compat import is_numpy_dev as _is_numpy_dev  # pyright: ignore # noqa:F401
   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/pandas/compat/__init__.py", line 25, in <module>
   from pandas.compat.numpy import (
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/pandas/compat/numpy/__init__.py", line 4, in <module>
   from pandas.util.version import Version
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/pandas/util/__init__.py", line 2, in <module>
   from pandas.util._decorators import (  # noqa:F401
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/pandas/util/_decorators.py", line 14, in <module>
   from pandas._libs.properties import cache_readonly
   File "/Users/pomelo/Desktop/github/test-gs/.venv/lib/python3.11/site-packages/pandas/_libs/__init__.py", line 13, in <module>
   from pandas._libs.interval import Interval
   File "pandas/_libs/interval.pyx", line 1, in init pandas._libs.interval
   ValueError: numpy.dtype size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject

Environment (please complete the following information):

• Python version [python 3.11]
• GraphScope version: [0.24.0]
• OS: [e.g. macOS, Apple M2 Pro]
• Version [e.g. 14.5]

Additional context Add any other context about the problem here.

[github-actions[bot]]

/cc @yecol @sighingnow, this issus/pr has had no activity for a long time, please help to review the status and assign people to work on it.