Example #1
0
 def setup_class(cls, *args, **kwargs):
     """
     Put elements in db
     """
     for language in LANGUAGES:
         Locale.objects.create(**language)
     for app in ITEMS:
         item = Item.objects.create(id=app["id"],
                                    name=app["name"],
                                    external_id=app["external_id"])
         for language in app["languages"]:
             l = Locale.objects.get(country_code=language)
             ItemLocale.objects.create(locale=l, item=item)
     for u in USERS:
         user = User.objects.create(id=u["id"],
                                    external_id=u["external_id"])
         for i in u["items"]:
             Inventory.objects.create(user=user,
                                      item=Item.get_item_by_external_id(i))
         for language in u["languages"]:
             l = Locale.objects.get(country_code=language)
             UserLocale.objects.create(locale=l, user=user)
     Item.load_to_cache()
     User.load_to_cache()
     Locale.load_to_cache()
Example #2
0
 def setup_class(cls, *args, **kwargs):
     """
     Put elements in db
     """
     path = resource_filename(recommendation.__name__, "/")
     fill.FillTool({"items": True, "--mozilla": True, "prod": True}).load()
     fill.FillTool({"users": True, "--mozilla": True, "<path>": path+"data/user"}).load()
     modelcrafter.main("train", "popularity")
     modelcrafter.main("train", "tensorcofi")
     # Load user and items
     Item.load_to_cache()
     User.load_to_cache()
     # Load main models
     Popularity.load_to_cache()
     TensorCoFi.load_to_cache()
     cls.client = Client()
 def setup_class(cls, *args, **kwargs):
     """
     Put elements in db
     """
     for region in REGIONS:
         Region.objects.create(**region)
     for app in ITEMS:
         item = Item.objects.create(id=app["id"], name=app["name"], external_id=app["external_id"])
         for region in app["regions"]:
             ItemRegion.objects.create(region=Region.objects.get(slug=region), item=item)
     for u in USERS:
         user = User.objects.create(id=u["id"], external_id=u["external_id"])
         for i in u["items"]:
             Inventory.objects.create(user=user, item=Item.get_item_by_external_id(i))
         UserRegion.objects.create(region=Region.objects.get(slug=u["region"]), user=user)
     Item.load_to_cache()
     User.load_to_cache()
     Region.load_to_cache()
 def setup_class(cls, *args, **kwargs):
     """
     Put elements in db
     """
     for language in LANGUAGES:
         Locale.objects.create(**language)
     for app in ITEMS:
         item = Item.objects.create(id=app["id"], name=app["name"], external_id=app["external_id"])
         for language in app["languages"]:
             l = Locale.objects.get(country_code=language)
             ItemLocale.objects.create(locale=l, item=item)
     for u in USERS:
         user = User.objects.create(id=u["id"], external_id=u["external_id"])
         for i in u["items"]:
             Inventory.objects.create(user=user, item=Item.get_item_by_external_id(i))
         for language in u["languages"]:
             l = Locale.objects.get(country_code=language)
             UserLocale.objects.create(locale=l, user=user)
     Item.load_to_cache()
     User.load_to_cache()
     Locale.load_to_cache()
Example #5
0
 def setup_class(cls, *args, **kwargs):
     """
     Put elements in db
     """
     for region in REGIONS:
         Region.objects.create(**region)
     for app in ITEMS:
         item = Item.objects.create(id=app["id"],
                                    name=app["name"],
                                    external_id=app["external_id"])
         for region in app["regions"]:
             ItemRegion.objects.create(
                 region=Region.objects.get(slug=region), item=item)
     for u in USERS:
         user = User.objects.create(id=u["id"],
                                    external_id=u["external_id"])
         for i in u["items"]:
             Inventory.objects.create(user=user,
                                      item=Item.get_item_by_external_id(i))
         UserRegion.objects.create(
             region=Region.objects.get(slug=u["region"]), user=user)
     Item.load_to_cache()
     User.load_to_cache()
     Region.load_to_cache()
Example #6
0
Ths is an example of use. the recommendation loads most of trivial info to cache and work with cache directly for
performance improvement.
"""

from django.core.wsgi import get_wsgi_application

application = get_wsgi_application()

from threading import Thread
from django.conf import settings
from recommendation.models import Item, User, TensorCoFi, Popularity


def load_rest():
    User.load_to_cache()

    # Load main models
    Popularity.load_to_cache()
    TensorCoFi.load_to_cache()
    if "recommendation.language" in settings.INSTALLED_APPS:
        from recommendation.language.models import Region
        Region.load_to_cache()
    if "recommendation.diversity" in settings.INSTALLED_APPS:
        from recommendation.diversity.models import ItemGenre, Genre
        Genre.load_to_cache()
        ItemGenre.load_to_cache()


# Load user and items
Item.load_to_cache()
Thread(target=load_rest).start()