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feat(native): build fast column lineage natively behind the preview engine #1427

Job	Run time
Classify verification scope	7s
Lockfile consistency	14s
Build wheel (linux-aarch64)	6m 11s
Build wheel (windows-x86_64)	12m 58s
Build wheel (macos-x86_64)	14m 12s
Build wheel (linux-x86_64)	7m 13s
Build wheel (macos-arm64)	9m 28s
Compiler engine differential	13m 15s
Formatter performance guards	6m 46s
Native discovery on Windows	13m 45s
Fresh-process compile cache (10000 models)	11m 18s
Fresh-process compile (5000 models)	6m 52s
Native discovery on Python 3.13	9m 36s
DuckDB E2E (build core)	10m 1s
Static checks and unit + integration tests	11m 12s
Fresh-process compile (10000 models)	6m 58s
Fresh-process compile (3000 models)	10m 13s
Same-runner compile ratio (dense 3000 models)	16m 42s
Fresh-process compile cache (5000 models)	9m 7s
Fresh-process compile cache (3000 models)	7m 20s
PostgreSQL integration and E2E tests	9m 23s
DuckDB E2E (CLI commands)	28m 20s
DuckDB E2E (integrations)	7m 45s
Same-runner compile ratio (fresh 3000 models)	15m 7s
DuckDB E2E (build incremental)	7m 7s
Native discovery on Python 3.14	9m 44s
DuckDB E2E (CLI data)	7m 23s
Dense all-rules compile (3000 models)	8m 11s
DuckDB E2E (CLI inspection)	11m 24s
Dense all-rules compile (1000 models)	5m 45s
Dense all-rules compile (10000 models)	7m 58s
Dense all-rules compile (5000 models)	8m 55s
Performance guards	0s
Rules performance guards	0s
Verify	2s
	5h 10m 32s