Method convertToStructuredValues

hyperopt/atpe.py:340–375

(self, flatValues)

            return flatValues

    def convertToStructuredValues(self, flatValues):
        if "anyOf" in self.config or "oneOf" in self.config:
            v = "anyOf" if "anyOf" in self.config else "oneOf"
            data = self.config[v]

            subParameterIndex = flatValues[self.name]
            subParam = Hyperparameter(
                data[subParameterIndex], self, self.root + "." + str(subParameterIndex)
            )

            structured = subParam.convertToStructuredValues(flatValues)
            structured["$index"] = subParameterIndex

            return structured
        elif "constant" in self.config:
            return flatValues[self.name]
        elif "enum" in self.config:
            return flatValues[self.name]
        elif self.config["type"] == "object":
            result = {}
            for key in self.config["properties"].keys():
                config = self.config["properties"][key]

                subStructuredValue = Hyperparameter(
                    config, self, self.root + "." + key
                ).convertToStructuredValues(flatValues)

                result[key] = subStructuredValue

                if self.name == "":
                    for key in flatValues.keys():
                        if key.startswith("$"):
                            result[key] = flatValues[key]
            return result
        elif self.config["type"] == "number":
            return flatValues[self.name]

    @staticmethod
    def createHyperparameterConfigForHyperoptDomain(domain):