The answer from @kryomaxim is the standard mathematical one. The equation that gives curvature as a function of arclength is known as the "intrinsic equation" of the curve, or sometimes the "Cesàro equation". You can start reading about this here.
But, in practice the mathematical theory by itself is not sufficient. Even with a very simple equation like $\kappa(s) = cs$ (curvature is a linear function of arclength), constructing the curve will require you to numerically compute some nasty integrals. In this particular case, you have to compute Fresnel integrals, and you'll get a curve called a Cornu spiral. These sorts of spirals are used in the design of roads and railway tracks, so they're important.
Various sorts of spirals (with simple Cesàro equations) are also used in font design. See Ralph Levien's thesis for a very nice account of all this.