refactor(query): unify aggregation with global shuffle exchange

[dqhl76]

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Summary

refactor(query): unify aggregation with global shuffle exchange

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 

[github-actions]

🤖 CI Job Analysis

Workflow: 29399106189

📊 Summary

• Total Jobs: 87
• Failed Jobs: 6
• Retryable: 0
• Code Issues: 6

❌ NO RETRY NEEDED

All failures appear to be code/test issues requiring manual fixes.

🔍 Job Details

• ❌ linux / test_unit: Not retryable (Code/Test)
• ❌ linux / test_private_tasks: Not retryable (Code/Test)
• ❌ linux / sqllogic / standalone (standalone, 2c, hybrid): Not retryable (Code/Test)
• ❌ linux / sqllogic / cluster (cluster, 2c, hybrid): Not retryable (Code/Test)
• ❌ linux / sqllogic / standalone (standalone, 2c, http): Not retryable (Code/Test)
• ❌ linux / sqllogic / cluster (cluster, 2c, http): Not retryable (Code/Test)

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🤖 About

Automated analysis using job annotations to distinguish infrastructure issues (auto-retried) from code/test issues (manual fixes needed).