fix: make tugraph work again

[yihong0618]

Description

Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.

This patch fix most of tugraph not work issue, there are still some issues
will fix next, follow patch #2533

How Has This Been Tested?

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Snapshots:

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Checklist:

• My code follows the style guidelines of this project
• I have already rebased the commits and make the commit message conform to the project standard.
• I have performed a self-review of my own code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• Any dependent changes have been merged and published in downstream modules

[Aries-ckt]

LGTM

[Aries-ckt]

LGTM

[fangyinc]

LGTM