public static void validatePMMLVsSchema(PMML pmml, InputSchema schema) {
List<Model> models = pmml.getModels();
Preconditions.checkArgument(models.size() == 1,
"Should have exactly one model, but had %s", models.size());
Model model = models.get(0);
Preconditions.checkArgument(model instanceof ClusteringModel);
Preconditions.checkArgument(model.getMiningFunction() == MiningFunction.CLUSTERING);
DataDictionary dictionary = pmml.getDataDictionary();
Preconditions.checkArgument(
schema.getFeatureNames().equals(AppPMMLUtils.getFeatureNames(dictionary)),
"Feature names in schema don't match names in PMML");
MiningSchema miningSchema = model.getMiningSchema();
Preconditions.checkArgument(schema.getFeatureNames().equals(
AppPMMLUtils.getFeatureNames(miningSchema)));
}