Higher-order functions let you treat functions like any other value — passing them around, returning them, and composing them for cleaner, more reusable code. They power everyday tools like map, ...

"""Build deterministic bar data for demo run.""" idx = pd.date_range(start="2023-01-01", periods=4, freq="D") ...