noa*_*ale 17 django feed django-aggregation news-feed tastypie
我已经构建了一个简单的Django照片应用程序.用户可以上传照片,关注其他用户和照片.为了处理用户之间的关系(跟随和取消关注),我使用了一个名为django-relations by coleifer的软件包.这是一个很棒的包,使用起来非常简单.
一切都按预期工作.我目前有一个工作活动Feed.
我将Feed分为两部分:跟随(我关注的用户的所有活动)和你(发生在我身上的所有活动).我在我的iOS应用程序下面发布了两张图片,它使用我的Django照片应用程序,因为它是后端:

我想要做的是添加聚合到以下Feed.正如你所看到的,用户alexperri喜欢5次射击.我想将所有这些项目合并为一行.我不需要为"你"提要添加聚合,因为我希望看到每个单独的操作都发生在我身上.但是对于以下Feed,添加聚合是有意义的.有几个应用程序可以很好地进行聚合.Fashionlista,Pinterest和Instagram做得很好.这是一个来自Instagram的例子来展示我想要实现的目标:

在上面的示例中,您可以看到以下Feed,而lovetoronto喜欢5张照片.我开始在播放后使用Instagram来查看它是如何工作的.Instagram关注源显示最多35个活动条目,每个条目最多可包含该活动类型的5个活动."lovetoronto喜欢5张照片"是一个活动条目,它显示了他喜欢的最新5张照片.由于lovetoronto进行了最新的动作,他处于领先地位.
我想实现相同的设置.
这是我目前的模型设置:
models.py
from django.db import models
from django.contrib.auth.models import User
class Photographer(models.Model):
user = models.OneToOneField(User, primary_key=True
likes = models.ManyToManyField('Photo', through = 'Likes',
related_name = 'likedby', blank = True)
class Photo(models.Model):
photographer = models.ForeignKey(Photographer, related_name = 'shot_owner')
created = models.DateTimeField(auto_now_add=True)
url = models.CharField(max_length=128)
class Likes(models.Model):
liked_at = models.DateTimeField(auto_now_add=True, blank=True, null=True)
photographer = models.ForeignKey(Photographer, related_name = 'liked_by')
photo = models.ForeignKey(Photo, null=True)
class Activity(models.Model):
actor = models.ForeignKey(Photographer, related_name = 'actor')
receiver = models.ForeignKey(Photographer, related_name = 'receiver')
action = models.CharField(max_length=12)
post = models.ForeignKey(Photo, null=True, blank=True)
time = models.DateTimeField(auto_now_add=True)
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每次创建一个'Like'对象时,我也创建一个Activity对象,actor是执行动作的人,接收者是动作完成的人,动作(在这种情况下是一个字符串,'喜欢'),发布(照片)和创建活动对象的时间.
我使用django-tastypie来获取和创建'Like'和'Activity'对象.
api.py
from tastypie.resources import ModelResource, ALL, ALL_WITH_RELATIONS
from tastypie.authentication import BasicAuthentication
from tastypie.authorization import DjangoAuthorization, Authorization
from photoapp.photodb.models import *
from tastypie.serializers import Serializer
from relationships.utils import positive_filter
from relationships.models import Relationship
from relationships.models import RelationshipStatus
class LikeResource(ModelResource):
user = fields.ForeignKey(BasicUserResource, 'user', full=True)
class Meta:
queryset = Photographer.objects.all()
allowed_methods = ['put']
resource_name = 'like'
fields = ['user']
default_format = 'application/json'
authorization = Authorization()
authentication = BasicAuthentication()
serializer = Serializer(formats=['json'])
always_return_data = True
include_resource_uri = False
def hydrate(self, bundle):
shot = Photo.objects.all().get(id = bundle.data['photo id'])
user = Photographer.objects.all().get(user = bundle.request.user)
if(bundle.obj.likes.filter(id = bundle.data['photo id']).exists()):
Likes.objects.all().filter(photographer=user).filter(photo=shot).delete()
Activity.objects.filter(actor__user = bundle.request.user,
post = shot, action = 'liked').delete()
else:
like = Likes(photographer = user, photo=shot)
like.save()
user_doing_the_liking = User.objects.get(
username=bundle.request.user.username)
user = Photographer.objects.all().get(user = bundle.request.user)
user_getting_liked = shot.photographer.user
photographer_getting_liked = shot.photographer
newActivity = Activity()
newActivity.actor = user
newActivity.receiver = photographer_getting_liked
newActivity.action = 'liked'
newActivity.post = shot
newActivity.save()
return bundle
class FollowingFeed(ModelResource):
actor = fields.ForeignKey(BasicPhotographerResource, 'actor', full=True)
receiver = fields.ForeignKey(BasicPhotographerResource, 'receiver', full=True)
post = fields.ForeignKey(BasicPostResource, attribute = 'post', full=True, null=True)
class Meta:
queryset = Activity.objects.all()
allowed_methods = ['get']
resource_name = 'following-feed'
fields = ['actor', 'receiver', 'action', 'post', 'id', 'time']
default_format = "application/json"
authorization = Authorization()
authentication = BasicAuthentication()
serializer = Serializer(formats=['json'])
always_return_data = True
include_resource_uri = False
def get_object_list(self, request):
return super(FollowingFeed, self).get_object_list(request)\
.filter(actor__user__in = request.user.relationships.following())\
.exclude(receiver__user = request.user)\
.exclude(actor__user = request.user).order_by('-time')
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如何以一种聚合活动对象的方式修改FollowingFeed资源?我遇到了Feedly项目.如何在当前设置中使用它?
我认为您不想进行任何数据库级别的聚合,因为您可能希望显示个人详细信息以及计数,例如“X 像 5 张照片”并显示 5 张照片。根据定义,聚合将排除单个数据。
相反,您应该在 Python 代码(或 Javascript,因为我认为您使用的是 HTTP API,但我更喜欢已经组织好的服务器端 API)中进行分组和排序。
itertools.groupby可能会有所帮助。我认为您需要按(用户和操作)进行分组,然后按每组中第一个项目的时间戳进行排序,这样您可能会看到“Joe 喜欢 5 张照片”、“Anne 发布了 2 张照片”、“Joe 发布了一张照片”照片”、“克莱尔喜欢 3 张照片”等。
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