How can a do a "greatest-n-per-group" query in django?

(This is the django version of the thread at SQL join: selecting the last records in a one-to-many relationship)

Suppose I have a table of customers and a table of p开发者_如何学Pythonurchases. Each purchase belongs to one customer. I want to get a list of all customers along with their last purchase. Can it be done without raw SQL and without multiple database queries?

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You can't do this in one query in Django. You can get the customer with just the date of their most recent purchase like this:

from django.db.models import Max
customers = Customer.objects.annotate(Max('purchase__date'))

but you don't automatically get access to the actual purchase this way.

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You can take a look at similar discussion:

Django Query That Get Most Recent Objects From Different Categories

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SELECT  *
FROM    customers с
LEFT JOIN
        purchases p
ON      p.id = 
        (
        SELECT  id
        FROM    purchases pl
        WHERE   pl.customer = c.id
        ORDER BY
                pl.customer DESC, pl.date DESC
        LIMIT 1
        )

Make sure you have a composite index on purchases (customer, date) if your table is InnoDB, or on purchases (customer, date, id) if your table is MyISAM.