# 17.5. test_sampling¶

Test functionalities of flux sampling methods.

## 17.5.1. Module Contents¶

### 17.5.1.1. Functions¶

 test_single_achr(model) Test ACHR sampling (one sample). test_single_optgp(model) Test OptGP sampling (one sample). test_multi_optgp(model) Test OptGP sampling (multi sample). test_wrong_method(model) Test method intake sanity. test_fixed_seed(model) Test result of fixed seed for sampling. Test equality constraint. Test inequality constraint. Test whether inhomogeneous sampling gives approximately the same Test a complicated model. Test the reduction of the sampling space to one point.
test_sampling.test_single_achr(model)[source]

Test ACHR sampling (one sample).

test_sampling.test_single_optgp(model)[source]

Test OptGP sampling (one sample).

test_sampling.test_multi_optgp(model)[source]

Test OptGP sampling (multi sample).

test_sampling.test_wrong_method(model)[source]

Test method intake sanity.

test_sampling.test_fixed_seed(model)[source]

Test result of fixed seed for sampling.

test_sampling.test_equality_constraint(model)[source]

Test equality constraint.

test_sampling.test_inequality_constraint(model)[source]

Test inequality constraint.

test_sampling.test_inhomogeneous_sanity(model)[source]

Test whether inhomogeneous sampling gives approximately the same standard deviation as a homogeneous version.

test_sampling.test_complicated_model()[source]

Test a complicated model.

Difficult model since the online mean calculation is numerically unstable so many samples weakly violate the equality constraints.

test_sampling.test_single_point_space(model)[source]

Test the reduction of the sampling space to one point.