baybe.constraints.validation.validate_constraints

baybe.constraints.validation.validate_constraints(constraints: Collection[Constraint], parameters: Collection[Parameter])

Assert that a given collection of constraints is valid.

Raises:

• ValueError – If there is more than one baybe.constraints.discrete.DiscreteDependenciesConstraint declared.

• ValueError – If any two continuous cardinality constraints have an overlapping parameter set.

• ValueError – If any constraint contains an invalid parameter name.

• ValueError – If any continuous constraint includes a discrete parameter.

• ValueError – If any discrete constraint includes a continuous parameter.

• ValueError – If any discrete constraint that is valid only for numerical discrete parameters includes non-numerical discrete parameters.

• ValueError – If any parameter affected by a cardinality constraint does not include zero.

Return type:

None