This script uses fact that any probability distributions can be sampled by computing the cumulative distribution, drawing a random number from 0 to 1, and finding the x-value where that number is attained on the cumulative distribution. The searchsorted(..) function performs this search.
This script return random samples of cumulative vector (1-D numpy array) c. Each element of array returned is an integer from 0 through n-1, where n is the length of c.
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