CodeBench: --compact tiivistää golden examplen templaatiksi

Python: 1340 → 335 tokenia (−75%)
Rust: 3383 → 445 tokenia (−87%)
Käyttö: node benchmark.mjs --compact --models qwen3:4b

kipina-codebench/prompts/golden-compact-py.md

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+REFERENCE PATTERNS (follow exactly):
+
+STACK: SQLAlchemy 2.0 + Pydantic v2 + FastAPI + SQLite
+
+models.py:
+  from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column
+  class Base(DeclarativeBase): pass
+  Fields: Mapped[type] = mapped_column(SqlType, default=...)
+  Nullable: Mapped[str | None] = mapped_column(Text, default=None)
+  Status: Mapped[str] = mapped_column(String(20), default="pending")
+  FK: Mapped[int] = mapped_column(ForeignKey("table.id"))
+  End: Base.metadata.create_all(bind=engine)
+
+schemas.py:
+  class EntityCreate(BaseModel): fields with defaults
+  class EntityResponse(EntityCreate):
+      id: int
+      model_config = ConfigDict(from_attributes=True)
+
+main.py:
+  def get_db(): yield SessionLocal(); finally close
+  POST /{table}/ → 201, model_dump()
+  GET /{table}/ → list
+  GET /{table}/{id} → 404 if not found
+  PUT /{table}/{id} → model_dump(), setattr loop
+  DELETE /{table}/{id} → 204
+
+test_main.py:
+  test.db + override_get_db + TestClient
+  Unique Finnish data per test ("Osta maitoa", "Haettava tehtävä"...)
+  test_create → 201 + assert "id" in json
+  test_list → post first, get, assert len >= 1
+  test_get_by_id → post, get by id, assert id matches
+  test_not_found → get /99999 → 404
+  test_update → post, put with ALL required fields, assert 200
+  test_delete → post, delete 204, get again → 404