If rate is not specified, it assumes the default value of
1. The Exponential distribution with rate $\lambda$ has density
$$f(x) = \lambda e^{-\lambda x}$$
for $x \ge 0$.
The generation algorithm uses fast numerical inversion. The parameters
lb and ub can be used to generate variates from
the Exponential distribution truncated to the interval (lb,ub).