On the power of one-sided Kolmogorov's test when the sample size is small

We obtain a recurrent relation for the power $P_n$ of one-sided Kolmogorov's test useful when the sample size $n$ is small. In some simple cases exact lower bounds for the power are found. The power $P_n$ for two biased normal distribution functions is tabulated ($n=5,10,20$).