在django ORM中使用postgresql窗口函数的清洁方式? [英] Clean way to use postgresql window functions in django ORM?
问题描述
我想在需要的某些查询中使用postgresql窗口函数,如 rank()
和 dense_rank
在Django做我在原始SQL中工作,但我不知道如何在ORM中执行此操作。
I'd like to use postgresql window functions like rank()
and dense_rank
in some queries in need to do in Django. I have it working in raw SQL but I'm not sure how to do this in the ORM.
简化为:
SELECT
id,
user_id,
score,
RANK() OVER(ORDER BY score DESC) AS rank
FROM
game_score
WHERE
...
<你在ORM中怎么做?
How would you do this in the ORM?
在某些时候,我可能需要添加分区:|
At some point I might need to add partitioning too :|
(我们正在使用Django 1.9 Python 3已经依赖于django.contrib.postgres功能)
(we're using Django 1.9 on Python 3 and already depend on django.contrib.postgres features)
推荐答案
由于提供 Func
表达式Django 1.8( https:// docs .djangoproject.com / en / 1.10 / ref / models / expressions /#func-expressions ),它允许这样做更干净,更可重复使用:
Since offers Func
expression Django 1.8 (https://docs.djangoproject.com/en/1.10/ref/models/expressions/#func-expressions), which allows to do this much cleaner and more reusable way:
class Rank(Func):
function = 'RANK'
template = '%(function)s() OVER (ORDER BY %(expressions)s DESC)'
GameScore.objects.annotate(rank=Rank('score'))
我把它封装到独立的应用程序 django-rank-query
:
https://pypi.python.org/pypi/dja ngo-rank-query
I have encapsulated this to independent app django-rank-query
:
https://pypi.python.org/pypi/django-rank-query
还有本地Django实现的窗口函数的方式:
code.djangoproject.com/ticket/26608
There is also native Django implementation of window functions on the way: code.djangoproject.com/ticket/26608
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