human
Generate random numbers with a given (numerical) distribution
assistant
Here is some code to generate a random number in 1 to 7 with a given distribution [0.1, 0.05, 0.05, 0.2, 0.4, 0.2]

numpy.random.choice(numpy.arange(1, 7), p=[0.1, 0.05, 0.05, 0.2, 0.4, 0.2])

#Warning: this code generation is experimental. Please inspect the code for any bugs before executing.