feat: support real-time retrieval of profiles from admin API (part 2)

[dqhl76]

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Summary

part 1: #15958

After this PR merged. We can use admin API /v1/queries/:query_id/profiling to get the profile in real-time.

Tests

• Unit Test
• Logic Test
• Benchmark Test
• No Test - Explain why

Type of change

• Bug Fix (non-breaking change which fixes an issue)
• New Feature (non-breaking change which adds functionality)
• Breaking Change (fix or feature that could cause existing functionality not to work as expected)
• Documentation Update
• Refactoring
• Performance Improvement
• Other (please describe):

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This change is