modelverse/state/modelverse_state/main.py

import sys
from collections import defaultdict
import os
import gzip
import time



# Work around Python 2 where a 'big integer' automatically becomes a long
if sys.version > '3': # pragma: no cover
    import pickle as pickle
    integer_types = (int,)
    primitive_types = (int, float, str, bool)
else: # pragma: no cover
    import cPickle as pickle
    integer_types = (int, long)
    primitive_types = (int, long, float, str, bool, unicode)
complex_primitives = frozenset(["if", "while", "assign", "call", "break", "continue", "return","resolve","access", "constant", "input", "output", "declare", "global", "none"])

def instance_to_string(value):
    return value["value"]

def string_to_instance(value):
    return {'value': value}

class ModelverseState(object):
    def __init__(self, bootfile = None):
        self.free_id = 0
        self.edges = {}
        self.outgoing = {}
        self.incoming = {}
        self.values = {}
        self.nodes = set()
        self.GC = True
        self.to_delete = set()

        self.cache = {}
        self.cache_node = {}

        if bootfile is not None:
            self.root = self.parse(bootfile)
        else:
            self.root = self.create_node()

    def dump_modelverse(self):
        with open("/tmp/modelverse.out", "w") as f:
            f.write("digraph main {\n")
            for n in self.nodes:
                if n in self.values:
                    f.write("a_%s [label=\"a_%s (%s)\"];\n" % (n, n, self.values[n]))
                else:
                    f.write("a_%s [label=\"a_%s\"];\n" % (n, n))
            for i, e in list(self.edges.items()):
                f.write("%s -> %s [label=\"%s\"];\n" % (e[0], e[1], i))
            f.write("}")
        return self.root

    def parse(self, filename):
        picklefile = filename + ".pickle"
        try:
            if os.path.getmtime(picklefile) > os.path.getmtime(filename):
                # Pickle is more recent than bootstrap file, so we can use it
                self.root, self.free_id, self.nodes, self.edges, self.values, self.cache, self.cache_node = pickle.load(open(picklefile, 'rb'))
                for name in self.edges:
                    source, destination = self.edges[name]
                    self.outgoing.setdefault(source, set()).add(name)
                    self.incoming.setdefault(destination, set()).add(name)
                return self.root
            else:
                raise Exception("Invalid pickle")
        except Exception as e:
            # We have to parse the file and create the pickle
            symbols = {}

            def resolve(symb):
                try:
                    return int(symb)
                except:
                    if symb[0] == "?":
                        derefs = symb[1:].split("/")
                        v = self.read_dict(symbols["root"], "__hierarchy")
                        for deref in derefs:
                            v = self.read_dict(v, deref)
                        return v
                    else:
                        return symbols[symb]

            with gzip.open(filename, 'rb') as f:
                for line in f:

                    #handle str to bytes
                    if sys.version_info[0] > 2:
                        line = line.decode()

                    element_type, constructor = line.split(None, 1)
                    name, values = constructor.split("(", 1)
                    values, _ = values.rsplit(")", 1)

                    if element_type == "Node":
                        name = name.split()[0]
                        if values == "":
                            symbols[name] = self.create_node()
                        else:
                            value = values
                            if value in complex_primitives:
                                value = string_to_instance(value)
                            else:
                                value = eval(value)
                            symbols[name] = self.create_nodevalue(value)
                    elif element_type == "Edge":
                        name = name.split()[0]
                        values = [v.split()[0] for v in values.split(",")]
                        symbols[name] = self.create_edge(resolve(values[0]), resolve(values[1]))
                    elif element_type == "Dict":
                        values = [v.split()[0] for v in values.split(",")]
                        if values[1] in complex_primitives:
                            values[1] = string_to_instance(values[1])
                        else:
                            values[1] = eval(values[1])
                        self.create_dict(resolve(values[0]), values[1], resolve(values[2]))
                    else:
                        raise Exception("Unknown element type: %s" % element_type)

            # Creation successful, now also create a pickle
            with open(picklefile, 'wb') as f:
                pickle.dump((symbols["root"], self.free_id, self.nodes, self.edges, self.values, self.cache, self.cache_node), f, pickle.HIGHEST_PROTOCOL)

            return symbols["root"]

    def read_root(self):
        return self.root

    def create_node(self):
        self.nodes.add(self.free_id)
        self.free_id += 1
        return self.free_id - 1

    def create_edge(self, source, target):
        if source not in self.edges and source not in self.nodes:
            return None
        elif target not in self.edges and target not in self.nodes:
            return None
        else:
            self.outgoing.setdefault(source, set()).add(self.free_id)
            self.incoming.setdefault(target, set()).add(self.free_id)
            self.edges[self.free_id] = (source, target)
            self.free_id += 1
            if source in self.edges:
                # We are creating something dict_readable
                # Fill in the cache already!
                dict_source, dict_target = self.edges[source]
                if target in self.values:
                    self.cache.setdefault(dict_source, {})[self.values[target]] = source
                self.cache_node.setdefault(dict_source, {})[target] = source
            return self.free_id - 1

    def is_valid_datavalue(self, value):
        if isinstance(value, dict):
            if "value" in value and value["value"] in complex_primitives:
                return True
            else:
                return False
        elif not isinstance(value, primitive_types):
            return False
        elif isinstance(value, integer_types) and not (-2**63 <= value <= 2**63 - 1):
            return False
        return True

    def create_nodevalue(self, value):
        if not self.is_valid_datavalue(value):
            return None
        self.values[self.free_id] = value
        self.nodes.add(self.free_id)
        self.free_id += 1
        return self.free_id - 1

    def create_dict(self, source, data, destination):
        if destination is None:
            print("Assign None for " + str(locals()))
            print("Previous value: " + str(self.values.get(self.cache.get(source, {}).get(data, None), None)))
        if source not in self.nodes and source not in self.edges:
            return None
        elif destination not in self.nodes and destination not in self.edges:
            return None
        elif not self.is_valid_datavalue(data):
            return None
        else:
            n = self.create_nodevalue(data)
            e = self.create_edge(source, destination)
            self.create_edge(e, n)
            self.cache.setdefault(source, {})[data] = e
            self.cache_node.setdefault(source, {})[n] = e

    def read_value(self, node):
        if node in self.values:
            return self.values[node]
        else:
            return None

    def read_outgoing(self, elem):
        if elem in self.edges or elem in self.nodes:
            if elem in self.outgoing:
                return list(self.outgoing[elem])
            else:
                return []
        return None

    def read_incoming(self, elem):
        if elem in self.edges or elem in self.nodes:
            if elem in self.incoming:
                return list(self.incoming[elem])
            else:
                return []
        else:
            return None

    def read_edge(self, edge):
        if edge in self.edges:
            return [self.edges[edge][0], self.edges[edge][1]]
        else:
            return [None, None]

    def read_dict(self, node, value):
        try:
            first = self.cache[node][value]
            # Got hit, so validate
            if (self.edges[first][0] == node) and \
                (value in [self.values[self.edges[i][1]] for i in self.outgoing[first] if self.edges[i][1] in self.values]):
                return self.edges[first][1]
            # Hit but invalid now
            del self.cache[node][value]
        except KeyError:
            # Didn't exist
            pass
        except:
            print(locals())
            raise
        return None

    def read_dict_keys(self, node):
        if node not in self.nodes and node not in self.edges:
            return None

        result = []
        #NOTE cannot just use the cache here, as some keys in the cache might not actually exist; we would have to check all of them anyway
        if node in self.outgoing:
            for e1 in self.outgoing[node]:
                if e1 in self.outgoing:
                    for e2 in self.outgoing[e1]:
                        result.append(self.edges[e2][1])
        return result

    def read_dict_edge(self, node, value):
        try:
            first = self.cache[node][value]
            # Got hit, so validate
            if (self.edges[first][0] == node) and \
                (value in [self.values[self.edges[i][1]] for i in self.outgoing[first] if self.edges[i][1] in self.values]):
                return first
            # Hit but invalid now
            del self.cache[node][value]
        except KeyError:
            # Didn't exist
            pass

        return None

    def read_dict_node(self, node, value_node):
        e = self.read_dict_node_edge(node, value_node)

        if e is None:
            return None
        else:
            self.cache_node.setdefault(node, {})[value_node] = e
            return self.edges[e][1]

    def read_dict_node_edge(self, node, value_node):
        try:
            first = self.cache_node[node][value_node]
            # Got hit, so validate
            if (self.edges[first][0] == node) and \
                (value_node in [self.edges[i][1] for i in self.outgoing[first]]):
                return first
            # Hit but invalid now
            del self.cache_node[node][value_node]
        except KeyError:
            # Didn't exist
            pass

        return None

    def read_reverse_dict(self, node, value):
        if node not in self.nodes and node not in self.edges:
            return None
        elif not self.is_valid_datavalue(value):
            return None
        # Get all outgoing links
        matches = []
        if node in self.incoming:
            for e1 in self.incoming[node]:
                # For each link, we read the links that might link to a data value
                if e1 in self.outgoing:
                    for e2 in self.outgoing[e1]:
                        # Now read out the target of the link
                        target = self.edges[e2][1]
                        # And access its value
                        if target in self.values and self.values[target] == value:
                            # Found a match
                            matches.append(e1)
        return [self.edges[e][0] for e in matches]

    def delete_node(self, node):
        if node == self.root:
            return None
        elif node not in self.nodes:
            return None

        self.nodes.remove(node)

        if node in self.values:
            del self.values[node]

        s = set()
        if node in self.outgoing:
            for e in self.outgoing[node]:
                s.add(e)
            del self.outgoing[node]
        if node in self.incoming:
            for e in self.incoming[node]:
                s.add(e)
            del self.incoming[node]

        for e in s:
            self.delete_edge(e)

        if node in self.outgoing:
            del self.outgoing[node]
        if node in self.incoming:
            del self.incoming[node]

        return None

    def delete_edge(self, edge):
        if edge not in self.edges:
            return None

        s, t = self.edges[edge]
        if t in self.incoming:
            self.incoming[t].remove(edge)
        if s in self.outgoing:
            self.outgoing[s].remove(edge)

        del self.edges[edge]

        s = set()
        if edge in self.outgoing:
            for e in self.outgoing[edge]:
                s.add(e)
        if edge in self.incoming:
            for e in self.incoming[edge]:
                s.add(e)

        for e in s:
            self.delete_edge(e)

        if edge in self.outgoing:
            del self.outgoing[edge]
        if edge in self.incoming:
            del self.incoming[edge]

        if (self.GC) and (t in self.incoming and not self.incoming[t]) and (t not in self.edges):
            # Remove this node as well
            # Edges aren't deleted like this, as they might have a reachable target and source!
            # If they haven't, they will be removed because the source was removed.
            self.to_delete.add(t)

    def garbage_collect(self):  
        while self.to_delete:
            t = self.to_delete.pop()
            if t in self.incoming and not self.incoming[t]:
                self.delete_node(t)

    def purge(self):
        self.garbage_collect()
        values = set(self.edges)
        values.update(self.nodes)
        visit_list = [self.root]

        while visit_list:
            elem = visit_list.pop()
            if elem in values:
                # Remove it from the leftover values
                values.remove(elem)
                if elem in self.edges:
                    visit_list.extend(self.edges[elem])
                if elem in self.outgoing:
                    visit_list.extend(self.outgoing[elem])
                if elem in self.incoming:
                    visit_list.extend(self.incoming[elem])

        dset = set()
        for key in self.cache:
            if key not in self.nodes and key not in self.edges:
                dset.add(key)
        for key in dset:
            del self.cache[key]

        dset = set()
        for key in self.cache_node:
            if key not in self.nodes and key not in self.edges:
                dset.add(key)
        for key in dset:
            del self.cache_node[key]

        # All remaining elements are to be purged
        if len(values) > 0:
            while values:
                v = values.pop()
                if v in self.nodes:
                    self.delete_node(v)