modelverse/verifier.py

import wrappers.modelverse as mv
import commons


class Edge(object):
    """
    Small helper class for association validation.
    Represents an edge as a connection between two nodes (n1, n2).
    Does not assume any direction. As such, the eq and hash implementations
    do not care about the ordering and an Edge("a", "b") object is equal to Edge("b", "a").
    """
    def __init__(self, n1, n2):
        self.n1 = n1
        self.n2 = n2

    def __eq__(self, other):
        # type: (Edge) -> bool
        if other.n1 == self.n1 or other.n1 == self.n2 and other.n2 == self.n1 or other.n2 == self.n2:
            return True
        return False

    def __hash__(self):
        return hash(self.n1) ^ hash(self.n2)

    def __repr__(self):
        return "{}-{}".format(self.n1, self.n2)


class Verifier(object):
    def __init__(self, instance_model):
        self._instance_model = instance_model
        self._example_models = None
        self._available_types = None

    def set_instance_model(self, model):
        self._instance_model = model

    def get_instance_model(self):
        return self._instance_model

    def init(self):
        """
        Inits the verifier. Loads required data from the modelverse
        to avoid reloading it for every step.
        """
        self._example_models = commons.all_example_models()
        self._available_types = commons.get_available_types()

    def verify_node_typing(self):
        """
        Checks if every node in instance model is typed by a node in any example model.
        Should actually not be neccessary since instance modeling only allows types from
        example models.
        """
        # Check for every node in instance model if it has a valid type
        all_nodes = mv.all_instances(self._instance_model, "Node")
        for node in all_nodes:
            node_typ = commons.get_node_type(self._instance_model, node)
            if node_typ not in self._available_types:
                return {"OK": False, "error": "Type {} from instance model not in example models".format(node_typ)}

        return {"OK":True, "error":None, "affected":[]}

    def verify_node_multiplicity(self):
        """
        A node is mandatory in the instance model if it occurs in every example model.
        More specifically, if a node type appears occ = [n0, n1, ... n_i] times in example model i,
        it needs to occur min(occ) in the instance model.
        """
        total_occurences = {k: [] for k in self._available_types}
        for node, occ_list in total_occurences.iteritems():
            for exm in self._example_models:
                num_occ = commons.count_occurences(node, exm)
                occ_list.append(num_occ)

        elem_cardinality = {k: min(v) for k, v in total_occurences.iteritems()}
        for el, min_occ in elem_cardinality.iteritems():
            if not commons.count_occurences(el, self._instance_model) >= min_occ:
                return {"OK": False, "error": "Node with type {} needs to occur at least {} times".format(el, min_occ)}

        return {"OK": True, "error": None, "affected":[]}

    def _get_attributes_of_all_types(self):
        """
        Helper for attribute check that returns a dictionary of the form {type:[attr_key_1, attr_key_2, ...], ...},
        listing all attributes of every type from example models
        """
        attrs_of_types = {node_type:[] for node_type in self._available_types}
        for exm in self._example_models:
            for node_type, attrs in attrs_of_types.iteritems():
                attrs_of_type_in_exm = [x.key for x in commons.get_all_attributes_of_type(exm, node_type)]
                for attr in attrs_of_type_in_exm:
                    if not attr in attrs:
                        attrs.append(attr)
        return attrs_of_types

    def _has_attribute_key(self, model, node_id, attr_key):
        """
        True if node with node_id has an attribute with key attr_key, False otherwise.
        """
        attrs = commons.get_attributes_of_node(model, node_id)
        for attr in attrs:
            if attr.key == attr_key:
                return True
        return False

    def _is_attribute_mandatory(self, node_type, attr_key):
        """
        Helper for attribute check that returns True if the attribute attr_key of type node_type is mandatory by
        looking at all example models.
        """
        # iterate through all example models: If every node with type node_type has the attribute with attr_key,
        # it is mandatory
        for exm in self._example_models:
            nodes_of_type = commons.all_nodes_with_type(exm, node_type)
            for node in nodes_of_type:
                if not self._has_attribute_key(exm, node, attr_key):
                    return False
        return True


    def verify_attributes(self):
        """
        1. For every attribute key of a typed node in the instance model, there must be a corresponding
        attribute key in some example model.
        2. An attribute for a type is mandatory if it occurs in every example model.
        TODO: Would make more sense to change to: An attribute is mandatory if it occurs in every example model where the
        associated typed node occurs (as explained in the thesis text).
        """

        # Check attribute keys for every node in instance model
        all_nodes = mv.all_instances(self._instance_model, "Node")
        for node in all_nodes:
            attrs = commons.get_attributes_of_node(self._instance_model, node)
            if not attrs:
                continue
            node_typ = commons.get_node_type(self._instance_model, node)
            for attr in attrs:
                # check every example model if such an attribute key is present for the specific type
                for exm in self._example_models:
                    exm_attrs = commons.get_all_attributes_of_type(exm, node_typ)
                    if attr.key in [x.key for x in exm_attrs]:
                        break
                else:
                    # loop completed without break, so we did not find any key in example models
                    return {"OK": False, "error": "No key {} for type {} in example models".format(attr.key, node_typ),
                            "affected":[node]}

        # Check if mandatory attributes are present in instance model
        attr_mandatory = {node_type:{} for node_type in self._available_types}
        all_attrs = self._get_attributes_of_all_types()
        for typ_i, attr_list in all_attrs.iteritems():
            for typ_j, dic in attr_mandatory.iteritems():
                if typ_j == typ_i:
                    for attr in attr_list:
                        dic[attr] = False
        # have dict like {"PC": {"owner":False}, "Router": {"IP":False}, ...}
        # now need to check which one is mandatory and set the boolean accordingly
        for node_type, attr_dict in attr_mandatory.iteritems():
            for attr, _ in attr_dict.iteritems():
                if self._is_attribute_mandatory(node_type, attr):
                    attr_dict[attr] = True

        # for every node in instance model, check if it has the mandatory attributes
        for node in mv.all_instances(self._instance_model, "Node"):
            node_type = commons.get_node_type(self._instance_model, node)
            node_attrs = commons.get_attributes_of_node(self._instance_model, node)
            attr_mand = attr_mandatory[node_type]
            for attr, mand in attr_mand.iteritems():
                if mand:
                    if not attr in [x.key for x in node_attrs]:
                        return {"OK": False, "error":"Attribute {} for type {} mandatory".format(attr, node_type),
                                "affected":[node]}

        return {"OK": True, "error": None, "affected":[]}

    def verify_associations(self):
        """
        1. If an association between two types is present in all example models, it is mandatory and must
        therefore be present in the instance model (if it contains the same two types).
        2. For every association in the instance model, the types of the source and target must correspond
        to the types of an association in some example model. This check should not be necessary since this
        is already enforced while instance modeling (see im_scene.py, draw_edge() which checks this when trying
        to connect two nodes).
        """

        # get a set of mandatory edges (= edges that occur in every example model)
        all_edges = {model: set() for model in self._example_models}
        for exm in self._example_models:
            all_links = mv.all_instances(exm, "Edge")
            for link in all_links:
                src_id = mv.read_association_source(exm, link)[0]
                dest_id = mv.read_association_destination(exm, link)[0]
                src_type = commons.get_node_type(exm, src_id)
                dest_type = commons.get_node_type(exm, dest_id)
                all_edges[exm].add(Edge(src_type, dest_type))
        mandatory_edges = set.intersection(*all_edges.values())

        # check if instance model contains the types and the edge
        for edge in mandatory_edges:
            if not commons.model_contains_type(self._instance_model, edge.n1):
                continue
            if not commons.model_contains_type(self._instance_model, edge.n2):
                continue
            # instance model contains both types
            for node in commons.all_nodes_with_type(self._instance_model, edge.n1):
                if not commons.has_edge_to_type(self._instance_model, node, edge.n2):
                    return {"OK":False, "error": "Edge between {} and {} mandatory".format(edge.n1, edge.n2),
                            "affected":[]}

        # lastly, check if all edges in the instance model are actually supported
        all_edges = mv.all_instances(self._instance_model, "Edge")
        for edge in all_edges:
            src_id = mv.read_association_source(self._instance_model, edge)[0]
            dest_id = mv.read_association_destination(self._instance_model, edge)[0]
            src_type = commons.get_node_type(self._instance_model, src_id)
            dest_type = commons.get_node_type(self._instance_model, dest_id)
            if not commons.is_edge_supported(src_type, dest_type):
                return {"OK":False, "error": "Edge between {} and {} not supported".format(edge.n1, edge.n2),
                        "affected":[src_id, dest_id]}

        return {"OK": True, "error": None, "affected":[]}