def get_input_list(self, port_name):
        from vistrails.core.modules.basic_modules import List, Variant

        if port_name not in self.inputPorts:
            raise ModuleError(self, "Missing value from port %s" % port_name)
        # Cannot resolve circular reference here, need to be fixed later
        from vistrails.core.modules.sub_module import InputPort
        connectors = []
        for connector in self.inputPorts[port_name]:
            if isinstance(connector.obj, InputPort):
                # add external connectors
                connectors.extend(connector.obj.inputPorts['ExternalPipe'])
            else:
                connectors.append(connector)
        ports = []
        for connector in connectors:
            value = connector()
            src_depth = connector.depth()
            if not self.input_specs:
                # cannot do depth wrapping
                ports.append(value)
                continue
            # Give List an additional depth
            dest_descs = self.input_specs[port_name].descriptors()
            dest_depth = self.input_specs[port_name].depth + self.list_depth
            if len(dest_descs) == 1 and dest_descs[0].module == List:
                dest_depth += 1
            if connector.spec:
                src_descs = connector.spec.descriptors()
                if len(src_descs) == 1 and src_descs[0].module == List and \
                   len(dest_descs) == 1 and dest_descs[0].module == Variant:
                    # special case - Treat Variant as list
                    src_depth -= 1
                if len(src_descs) == 1 and src_descs[0].module == Variant and \
                   len(dest_descs) == 1 and dest_descs[0].module == List:
                    # special case - Treat Variant as list
                    dest_depth -= 1
            # wrap depths that are too shallow
            while (src_depth - dest_depth) < 0:
                value = [value]
                src_depth += 1
            # type check list of lists
            root = value
            for i in xrange(1, src_depth):
                try:
                    # only check first item
                    root = root[0]
                except TypeError:
                    raise ModuleError(self, "List on port %s has wrong"
                                            " depth %s, expected %s." %
                                            (port_name, i-1, src_depth))

            if src_depth and root is not None:
                self.typeChecking(self, [port_name], [[root]])
            ports.append(value)
        return ports
Call decision_function on the estimator with the best found parameters.
dataset/ETHPy150Open VisTrails/VisTrails/vistrails/core/modules/vistrails_module.py/Module.get_input_list--crossover with--dataset/ETHPy150Open scikit-learn/scikit-learn/sklearn/grid_search.py/BaseSearchCV.decision_function