Opened 3 months ago
Closed 3 months ago
#35637 closed Bug (invalid)
Paginator executes additional SQL query when using QuerySet
Reported by: | amir-mahdih86 | Owned by: | |
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Component: | Database layer (models, ORM) | Version: | 5.0 |
Severity: | Normal | Keywords: | Paginator, Queryset, Performance, SQL Queries |
Cc: | amir-mahdih86 | Triage Stage: | Unreviewed |
Has patch: | yes | Needs documentation: | no |
Needs tests: | no | Patch needs improvement: | yes |
Easy pickings: | no | UI/UX: | no |
Description
When using Django's Paginator
class with a QuerySet
, it executes an additional SQL count query to determine the total count of items. This does not happen when a list
is passed to the Paginator
.
Steps to Reproduce:
- Create a view that uses
Paginator
with aQuerySet
object. - Compare the SQL queries executed with those executed when a
list
is used instead.
Expected Behavior:
The Paginator
shouldn't execute an additional query to count a QuerySet's items while it can use len()
to do that.
Actual Behavior:
An additional query is executed when a QuerySet
is passed while it's possible to convert QuerySet
to a list
before passing it to Paginator
with no difference in returned object but 1 less database query execution.
Example Code:
# This code is simplified to be smaller # This bellow view executes 3 SQL queries class PostList(APIView): def get(self, request): posts = Post.objects.filter(is_published=True) paginator = Paginator(posts, 10) posts = paginator.page(1) serializer = PostSerializer(posts, many=True) return Response(serializer.data) # But this one executes 2 SQL queries class PostList(APIView): def get(self, request): posts = list(Post.objects.filter(is_published=True)) paginator = Paginator(posts, 10) posts = paginator.page(1) serializer = PostSerializer(posts, many=True) return Response(serializer.data)
My Solution:
A simple solution is to modify the __init__
method of the Paginator
class to convert object_list
to a list
object.
This is just a simple solution and it may be necessary to enhance the problem in a deeper layer.
Here is the modified version of that method:
def __init__( self, object_list, per_page, orphans=0, allow_empty_first_page=True, error_messages=None, ): self.object_list = list(object_list) self._check_object_list_is_ordered() self.per_page = int(per_page) self.orphans = int(orphans) self.allow_empty_first_page = allow_empty_first_page self.error_messages = ( self.default_error_messages if error_messages is None else self.default_error_messages | error_messages )
Change History (3)
comment:1 by , 3 months ago
Patch needs improvement: | set |
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comment:2 by , 3 months ago
Type: | Uncategorized → Bug |
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comment:3 by , 3 months ago
Resolution: | → invalid |
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Status: | new → closed |
Thanks though this is intentional. Part of the reason why pagination is used is to avoid loading large datasets which would likely result in failures. The additional count query is to get the total number of records without loading the entire result set.
As you've discovered, if folks want to avoid the additional query they can materialise the queryset before passing to the paginator.