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refactor: port reference checks, compile-input attachment and semantic completion to the native extension #1639

Job	Run time
Lockfile consistency	16s
Classify verification scope	7s
Build wheel (linux-aarch64)	7m 14s
Build wheel (macos-arm64)	12m 27s
Build wheel (macos-x86_64)	24m 4s
Build wheel (linux-x86_64)	9m 8s
Build wheel (windows-x86_64)	15m 53s
Native compiler on Windows	18m 49s
DuckDB E2E (CLI commands)	24m 52s
Compiler golden outputs	7m 24s
Formatter performance guards	8m 25s
Fresh-process compile cache (3000 models)	10m 26s
Static checks and unit + integration tests	20m 2s
Fresh-process compile (3000 models)	10m 27s
Native compiler on Python 3.13	7m 19s
DuckDB E2E (build incremental)	12m 6s
DuckDB E2E (CLI data)	7m 54s
Same-runner compile ratio (contracts CPU vs base 3000 models)	12m 19s
PostgreSQL integration and E2E tests	8m 54s
Fresh-process compile cache (5000 models)	10m 11s
DuckDB E2E (CLI inspection)	11m 59s
DuckDB E2E (build core)	8m 57s
Native compiler on Python 3.14	10m 9s
Fresh-process compile (5000 models)	8m 20s
Same-runner compile ratio (model analysis CPU vs base 3000 models)	14m 58s
Fresh-process compile (10000 models)	5m 39s
Fresh-process compile cache (10000 models)	12m 6s
DuckDB E2E (integrations)	7m 13s
Same-runner compile ratio (dense 3000 models)	13m 27s
Same-runner compile ratio (fresh 3000 models)	15m 0s
Dense all-rules compile (5000 models)	10m 22s
Dense all-rules compile (1000 models)	6m 55s
Same-runner compile ratio (custom rules CPU vs base 3000 models)	18m 3s
Dense all-rules compile (10000 models)	9m 11s
Dense all-rules compile (3000 models)	7m 34s
Rules performance guards	-1s
Performance guards	-1s
Verify	3s
	6h 28m 11s