[GIE/Runtime] Refine some error infos in Runtime

[BingqingLyu]

What do these changes do?

As titled.

Related issue number

Fixes #2115

[codecov-commenter]

Codecov Report

Merging #2113 (2e4fa44) into main (5756de3) will decrease coverage by 3.78%.
The diff coverage is n/a.

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #2113      +/-   ##
==========================================
- Coverage   43.83%   40.05%   -3.79%     
==========================================
  Files          87       87              
  Lines        9891     9891              
==========================================
- Hits         4336     3962     -374     
- Misses       5555     5929     +374     

Impacted Files	Coverage Δ
python/graphscope/tests/unittest/test_java_app.py	0.00% <0.00%> (-100.00%)	⬇️
python/graphscope/deploy/hosts/cluster.py	29.41% <0.00%> (-58.83%)	⬇️
python/graphscope/analytical/app/java_app.py	24.36% <0.00%> (-44.68%)	⬇️
python/graphscope/framework/utils.py	40.10% <0.00%> (-14.85%)	⬇️
python/graphscope/framework/app.py	69.95% <0.00%> (-10.33%)	⬇️
python/graphscope/client/rpc.py	81.48% <0.00%> (-8.34%)	⬇️
python/graphscope/framework/graph_schema.py	52.73% <0.00%> (-6.63%)	⬇️
python/graphscope/tests/conftest.py	48.81% <0.00%> (-4.41%)	⬇️
python/graphscope/analytical/udf/utils.py	36.17% <0.00%> (-3.20%)	⬇️
python/graphscope/client/session.py	63.24% <0.00%> (-2.97%)	⬇️
... and 2 more

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[longbinlai]

I think all error message can be reorganized into some uniform format.