Scipy has many random variate distributions available. These could be made available as generators. A possible syntax could be:

{
    "generators": {
        "MyScipyGen": {
             "method": "scipy.uniform",
             "scale": 5.0
        }
    }
}

The generator would then call rvs each time it is invoked in the spec.