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feat(native): attach SQL tests, scenarios and functions natively behind the preview engine #1408

Job	Run time
Classify verification scope	8s
Lockfile consistency	24s
Build wheel (macos-arm64)	9m 51s
Build wheel (macos-x86_64)	20m 11s
Build wheel (linux-aarch64)	5m 29s
Build wheel (linux-x86_64)	7m 19s
Build wheel (windows-x86_64)	12m 3s
Formatter performance guards	6m 38s
Native discovery on Python 3.14	9m 44s
Native discovery on Python 3.13	9m 12s
Compiler engine differential	8m 55s
Static checks and unit + integration tests	14m 39s
DuckDB E2E (build core)	7m 22s
DuckDB E2E (build incremental)	7m 14s
PostgreSQL integration and E2E tests	9m 56s
Native discovery on Windows	11m 19s
DuckDB E2E (CLI commands)	17m 46s
DuckDB E2E (CLI inspection)	9m 12s
Dense all-rules compile (3000 models)	8m 5s
Fresh-process compile cache (5000 models)	8m 37s
Dense all-rules compile (10000 models)	7m 13s
Dense all-rules compile (1000 models)	5m 33s
DuckDB E2E (integrations)	7m 28s
Dense all-rules compile (5000 models)	6m 56s
Same-runner compile ratio (dense 3000 models)	17m 13s
Fresh-process compile (3000 models)	9m 48s
Fresh-process compile cache (3000 models)	7m 29s
DuckDB E2E (CLI data)	6m 26s
Fresh-process compile (5000 models)	4m 35s
Same-runner compile ratio (fresh 3000 models)	14m 20s
Fresh-process compile (10000 models)	7m 3s
Fresh-process compile cache (10000 models)	8m 44s
Rules performance guards	-1s
Performance guards	-1s
Verify	4s
	4h 46m 54s