Column types in, chart grammar out.
A timestamp and a numeric? Line chart. A categorical and an aggregate? Sorted bars. Two numerics and a label? Scatter with hover labels. Vizier maps result-set shape to visual encoding using the same rules a careful analyst would, and every default is overridable with a single flag.