Sheerka-Old/src/core/sheerka/services/SheerkaMemory.py

from dataclasses import dataclass

from cache.FastCache import FastCache
from cache.ListIfNeededCache import ListIfNeededCache
from core.builtin_concepts import BuiltinConcepts
from core.concept import Concept
from core.global_symbols import EVENT_CONTEXT_DISPOSED, NotFound
from core.sheerka.services.sheerka_service import BaseService, ServiceObj


@dataclass
class MemoryObject(ServiceObj):
    timestamp: float
    obj: object

    def __eq__(self, other):
        if not isinstance(other, MemoryObject):
            return False

        return self.obj == other.obj and self.event_id == other.event_id

    def __hash__(self):
        return hash((self.event_id, self.obj))

    def __repr__(self):
        return f"MemoryObject({self.obj}, timestamp={self.timestamp})"


class SheerkaMemory(BaseService):
    NAME = "Memory"
    GLOBAL = "global"

    OBJECTS_ENTRY = "Memory:Objects"

    def __init__(self, sheerka):
        super().__init__(sheerka, order=13)
        self.short_term_objects = FastCache()
        self.registration = {}

    def initialize(self):
        self.sheerka.bind_service_method(self.get_from_short_term_memory, False, visible=False)
        self.sheerka.bind_service_method(self.get_all_short_term_memory, False, visible=False)
        self.sheerka.bind_service_method(self.add_to_short_term_memory, True, visible=False)
        self.sheerka.bind_service_method(self.remove_context, True, as_name="clear_short_term_memory", visible=False)
        self.sheerka.bind_service_method(self.add_to_memory, True)
        self.sheerka.bind_service_method(self.add_many_to_short_term_memory, True, visible=False)
        self.sheerka.bind_service_method(self.get_from_memory, False)
        self.sheerka.bind_service_method(self.get_last_from_memory, False)
        self.sheerka.bind_service_method(self.register_object, True, visible=False)
        self.sheerka.bind_service_method(self.unregister_object, True, visible=False)
        self.sheerka.bind_service_method(self.commit_registered_objects, True, visible=False)
        self.sheerka.bind_service_method(self.memory, False)
        self.sheerka.bind_service_method(self.mem, False)

        cache = ListIfNeededCache().auto_configure(self.OBJECTS_ENTRY)
        self.sheerka.om.register_cache(self.OBJECTS_ENTRY, cache, persist=True, use_ref=True)

        self.sheerka.subscribe(EVENT_CONTEXT_DISPOSED, self.remove_context)

    def reset(self):
        self.short_term_objects.clear()
        self.sheerka.om.clear(self.OBJECTS_ENTRY)

    def reset_state(self):
        self.short_term_objects.clear()
        self.registration.clear()

    def get_from_short_term_memory(self, context, key):
        while True:
            try:
                id_to_use = context.id if context else self.GLOBAL
                return self.short_term_objects.cache[id_to_use][key]
            except KeyError:
                if context is None:
                    return NotFound

                context = context.get_parent()

    def get_all_short_term_memory(self, context, recursive=False):
        id_to_use = context.id if context else self.GLOBAL

        if not recursive:
            return self.short_term_objects.get(id_to_use)

        all_vars = {}
        while True:
            try:
                all_vars.update(self.short_term_objects.cache[id_to_use])
            except KeyError:
                pass

            if id_to_use == self.GLOBAL:
                break
            else:
                context = context.get_parent()
                id_to_use = context.id if context else self.GLOBAL

        return all_vars

    def add_to_short_term_memory(self, context, key, value):
        if context:
            context.stm = True
            id_to_use = context.id
        else:
            id_to_use = SheerkaMemory.GLOBAL

        if id_to_use in self.short_term_objects.cache:
            self.short_term_objects.cache[id_to_use][key] = value
        else:
            self.short_term_objects.put(id_to_use, {key: value})

    def add_many_to_short_term_memory(self, context, bag):
        context.stm = True
        self.short_term_objects.put(context.id if context else self.GLOBAL, bag)

    def remove_context(self, context):
        try:
            del self.short_term_objects.cache[context.id]
        except KeyError:
            pass

    def add_to_memory(self, context, key, concept):
        """
        Adds an object to memory
        :param context:
        :param key:
        :param concept:
        :return:
        """
        last = self.sheerka.om.get(SheerkaMemory.OBJECTS_ENTRY, key)
        if last is NotFound:
            self.sheerka.om.put(SheerkaMemory.OBJECTS_ENTRY, key, MemoryObject(context.event.get_digest(),
                                                                               context.event.date.timestamp(),
                                                                               concept))
            return

        if not isinstance(last, list) and last.obj == concept:
            # replace with the new one
            self.sheerka.om.delete(SheerkaMemory.OBJECTS_ENTRY, key, last)
            self.sheerka.om.put(SheerkaMemory.OBJECTS_ENTRY, key, MemoryObject(context.event.get_digest(),
                                                                               context.event.date.timestamp(),
                                                                               concept))
            return

        if isinstance(last, list) and last[-1].obj == concept:
            # replace with the new one
            self.sheerka.om.delete(SheerkaMemory.OBJECTS_ENTRY, key, last[-1])
            self.sheerka.om.put(SheerkaMemory.OBJECTS_ENTRY, key, MemoryObject(context.event.get_digest(),
                                                                               context.event.date.timestamp(),
                                                                               concept))
            return

        # append the new one
        self.sheerka.om.put(SheerkaMemory.OBJECTS_ENTRY, key, MemoryObject(context.event.get_digest(),
                                                                           context.event.date.timestamp(),
                                                                           concept))

    def get_from_memory(self, context, key):
        """"
        """
        return self.sheerka.om.get(SheerkaMemory.OBJECTS_ENTRY, key)

    def get_last_from_memory(self, context, key):
        """
        Return an object from memory
        When there are multiple items, returns the last one
        """
        res = self.sheerka.om.get(SheerkaMemory.OBJECTS_ENTRY, key)
        if res is NotFound:
            return res

        if isinstance(res, list):
            return res[-1]

        return res

    def register_object(self, context, key, concept):
        """
        Before adding memory_objects to memory, they first need to be registered
        More:
        We don't want to add all evaluated concept into memory
        (because some of them may be ref to concept already in memory)
        So we first register them, and add the end of sheerka.evaluate_user_input()
        all remaining registered concepts will be added to memory
        :param context:
        :param key:
        :param concept:
        :return:
        """
        if self.sheerka.during_initialisation or self.sheerka.during_restore:
            return
        self.registration[key] = concept

    def unregister_object(self, context, key):
        """
        To indicate that key is no longer to be remembered
        :param context:
        :param key:
        :return:
        """
        try:
            del self.registration[key]
        except KeyError:
            pass

    def commit_registered_objects(self, context):
        """
        Adds all registered memory_objects
        :param context:
        :return:
        """
        for k, v in self.registration.items():
            self.add_to_memory(context, k, v)
        self.registration.clear()

    def memory(self, context, name):
        """
        Get the list of all memory_objects in memory
        :param context:
        :param name:
        :return:
        """
        name_to_use = name.name if isinstance(name, Concept) else name
        self.unregister_object(context, name_to_use)

        # first try direct access
        obj = self.get_last_from_memory(context, name_to_use)
        if obj is not NotFound:
            return obj.obj

        all_objects = self.sheerka.om.list(SheerkaMemory.OBJECTS_ENTRY)  # not always a list of list
        all_objects_copy = []  # to transform into list of list
        for obj in all_objects:
            if isinstance(obj, list):
                all_objects_copy.append(obj.copy())
            else:
                all_objects_copy.append([obj])

        while len(all_objects_copy) > 0:
            current_list = []
            temp = []
            for obj in all_objects_copy:
                current_list.append(obj.pop(-1))
                if len(obj) > 0:
                    temp.append(obj)

            all_objects_copy = temp  # list constructed with the last item of each item
            current_list = sorted(current_list, key=lambda o: o.timestamp, reverse=True)
            current_objects = [o.obj for o in current_list]

            res = self.sheerka.filter_objects(context, current_objects, name_to_use)
            if len(res) > 0:
                return res[0]  # only the first, as it should have a better timestamp

        return self.sheerka.new(BuiltinConcepts.NOT_FOUND, body={"#name": name_to_use})

    def mem(self):
        keys = sorted([k for k in self.sheerka.om.list(SheerkaMemory.OBJECTS_ENTRY)])
        return {"keys": keys, "len": len(keys)}