[BUG] Fail to init graphscope service

[zhanglei1949]

https://graphscope.slack.com/archives/C01H36H605A/p1741317520617179

[github-actions[bot]]

/cc @zhanglei1949, this issus/pr has had no activity for for a long time, could you folks help to review the status ? To suppress further notifications,

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