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refactor(compiler): remove the Python engine and remaining M4 algorithms #1606

Job	Run time
Classify verification scope	9s
Lockfile consistency	13s
Build wheel (linux-aarch64)	5m 58s
Build wheel (linux-x86_64)	5m 30s
Build wheel (windows-x86_64)	14m 14s
Build wheel (macos-arm64)	9m 7s
Build wheel (macos-x86_64)	24m 33s
Native compiler on Windows	14m 55s
Native compiler on Python 3.14	11m 22s
Native compiler on Python 3.13	7m 31s
Static checks and unit + integration tests	14m 36s
Fresh-process compile (5000 models)	7m 4s
Fresh-process compile (10000 models)	7m 31s
PostgreSQL integration and E2E tests	7m 5s
Fresh-process compile cache (10000 models)	9m 20s
Compiler engine differential	12m 12s
Fresh-process compile (3000 models)	10m 47s
Formatter performance guards	5m 50s
Fresh-process compile cache (3000 models)	9m 48s
DuckDB E2E (build incremental)	7m 4s
Dense all-rules compile (10000 models)	5m 59s
DuckDB E2E (integrations)	7m 44s
Dense all-rules compile (3000 models)	8m 46s
DuckDB E2E (CLI inspection)	9m 45s
Fresh-process compile cache (5000 models)	8m 58s
DuckDB E2E (CLI commands)	22m 53s
DuckDB E2E (build core)	10m 15s
DuckDB E2E (CLI data)	8m 58s
Same-runner compile ratio (custom rules CPU vs base 3000 models)	10m 52s
Same-runner compile ratio (model analysis CPU vs base 3000 models)	11m 9s
Dense all-rules compile (5000 models)	9m 24s
Same-runner compile ratio (dense 3000 models)	17m 20s
Same-runner compile ratio (fresh 3000 models)	16m 14s
Dense all-rules compile (1000 models)	7m 35s
Same-runner compile ratio (contracts CPU vs base 3000 models)	10m 35s
Rules performance guards	0s
Performance guards	0s
Verify	3s
	5h 51m 19s