Nityananda Gohain e485f50221 feat: support ai trace aggregate filtering in ai span list (#12122) ...

## Pull Request

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### 📄 Summary
* Span list (raw) queries can now leverage trace-level `trace.` filter
conditions leading to the trace-level component being qualified with
`__trace_scope`.
* An error is now raised if the span list is ordered by the trace level
key.


The following constraint is known: in case of ordering by `timestamp`,
the querier processes the span list by time bucket thus performing
trace-level aggregates calculation per bucket not within a time window.
The records are kept separately.


#### Issues closed by this PR

Fixes https://github.com/SigNoz/engineering-pod/issues/5976

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### ✅ Change Type
_Select all that apply_

- [✅ ] ✨ Feature
- [ ] 🐛 Bug fix
- [ ] ♻️ Refactor
- [ ] 🛠️ Infra / Tooling
- [ ] 🧪 Test-only

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### 🧪 Testing Strategy
> How was this change validated?

- Tests added/updated: ✅
- Manual verification: ✅
- Edge cases covered:

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### ⚠️ Risk & Impact Assessment
> What could break? How do we recover?

- Blast radius: None
- Potential regressions:
- Rollback plan:

2026-09-03 07:10:24 +00:00

..

aggregate.go

feat: QB support for llm trace list and span list (#12027)

2026-08-04 16:44:43 +00:00

column_resolver.go

feat: QB support for llm trace list and span list (#12027)

2026-08-04 16:44:43 +00:00

predicate_resolver.go

feat: QB support for llm trace list and span list (#12027)

2026-08-04 16:44:43 +00:00

scope.go

feat[ai-011y]: fields API for ai query builder (#12140)

2026-08-17 07:57:57 +00:00

statement_builder.go

feat: support ai trace aggregate filtering in ai span list (#12122)

2026-09-03 07:10:24 +00:00

trace_aggregation_test.go

feat: support for ts/scalar for llm spans (#12121)

2026-08-26 13:55:57 +00:00

trace_aggregation.go

feat: support ai trace aggregate filtering in ai span list (#12122)

2026-09-03 07:10:24 +00:00

trace_having.go

feat: support for ts/scalar for llm spans (#12121)

2026-08-26 13:55:57 +00:00