How can I take samples with Monte Carlo technique from a bivariate histogram?

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I have the bivariate histogram of x1,x2, where x1 follows a Weibull distribution and x2 a Lognormal distribution. I want to take samples xi,yi from their joint histogram. Their joint bivariate distribution is not a known one. Is there any way to take samples from the 3D histogram?

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