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Taimoor  AhmedTaimoor  Ahmed
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feat: Optimize MySQL backend APIs to improve performance
This commit introduces query optimizations to reduce database queries and improve response times: - Fixed N+1 queries in threads_presentor, get_paginated_user_stats, and other methods using select_related/prefetch_related - Optimized get_read_states to prefetch data in bulk instead of individual queries - Optimized get_abuse_flagged_count and get_endorsed with bulk aggregations - Removed duplicate annotations in handle_threads_query - Added query optimizations across prepare_thread, validate_thread_and_user, and other methods Performance impact: Reduced queries from O(n) to O(1)/O(k), eliminated N+1 patterns, improved bulk operations. All changes maintain backward compatibility.
1 parent 9955b42 commit 947db3e

2 files changed

Lines changed: 165 additions & 56 deletions

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forum/__init__.py

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -2,4 +2,4 @@
22
Openedx forum app.
33
"""
44

5-
__version__ = "0.3.9"
5+
__version__ = "0.4.0"

forum/backends/mysql/api.py

Lines changed: 164 additions & 55 deletions
Original file line numberDiff line numberDiff line change
@@ -10,18 +10,19 @@
1010
from django.core.exceptions import ObjectDoesNotExist
1111
from django.core.paginator import Paginator
1212
from django.db.models import (
13-
Count,
1413
Case,
14+
Count,
1515
Exists,
1616
F,
1717
IntegerField,
1818
Max,
1919
OuterRef,
2020
Q,
2121
Subquery,
22-
When,
2322
Sum,
23+
When,
2424
)
25+
from django.db.models.functions import Coalesce
2526
from django.utils import timezone
2627
from rest_framework import status
2728
from rest_framework.response import Response
@@ -308,8 +309,17 @@ def validate_thread_and_user(
308309
ValueError: If the thread or user is not found.
309310
"""
310311
try:
311-
thread = CommentThread.objects.get(pk=int(thread_id))
312-
user = ForumUser.objects.get(user__pk=user_id)
312+
# Optimize: Use select_related to avoid N+1 queries
313+
thread = CommentThread.objects.select_related("author", "closed_by").get(
314+
pk=int(thread_id)
315+
)
316+
user = (
317+
ForumUser.objects.select_related("user")
318+
.prefetch_related(
319+
"user__course_stats", "user__read_states__last_read_times"
320+
)
321+
.get(user__pk=user_id)
322+
)
313323
except ObjectDoesNotExist as exc:
314324
raise ValueError("User / Thread doesn't exist") from exc
315325

@@ -348,8 +358,17 @@ def get_pinned_unpinned_thread_serialized_data(
348358
Raises:
349359
ValueError: If the serialization is not valid.
350360
"""
351-
user = ForumUser.objects.get(user__pk=user_id)
352-
updated_thread = CommentThread.objects.get(pk=thread_id)
361+
# Optimize: Use select_related to avoid N+1 queries
362+
user = (
363+
ForumUser.objects.select_related("user")
364+
.prefetch_related(
365+
"user__course_stats", "user__read_states__last_read_times"
366+
)
367+
.get(user__pk=user_id)
368+
)
369+
updated_thread = CommentThread.objects.select_related(
370+
"author", "closed_by"
371+
).get(pk=thread_id)
353372
user_data = user.to_dict()
354373
context = {
355374
"user_id": user_data["_id"],
@@ -401,35 +420,41 @@ def get_abuse_flagged_count(thread_ids: list[str]) -> dict[str, int]:
401420
Returns:
402421
dict[str, int]: A dictionary mapping thread IDs to their corresponding abuse-flagged comment count.
403422
"""
404-
abuse_flagger_count_subquery = (
423+
# Optimize: Use aggregation to count abuse flaggers per thread in bulk
424+
comment_content_type = ContentType.objects.get_for_model(Comment)
425+
426+
# Get all comments for these threads
427+
comment_ids = Comment.objects.filter(
428+
comment_thread__pk__in=thread_ids
429+
).values_list("pk", flat=True)
430+
431+
if not comment_ids:
432+
return {}
433+
434+
# Count abuse flaggers per comment using aggregation
435+
abuse_flagged_counts = (
405436
AbuseFlagger.objects.filter(
406-
content_type=ContentType.objects.get_for_model(Comment),
407-
content_object_id=OuterRef("pk"),
437+
content_type=comment_content_type,
438+
content_object_id__in=comment_ids,
408439
)
409440
.values("content_object_id")
410441
.annotate(count=Count("pk"))
411-
.values("count")
412442
)
413443

414-
abuse_flagged_comments = (
415-
Comment.objects.filter(
416-
comment_thread__pk__in=thread_ids,
417-
)
418-
.annotate(
419-
abuse_flaggers_count=Subquery(
420-
abuse_flagger_count_subquery, output_field=IntegerField()
421-
)
444+
# Map comment IDs back to thread IDs
445+
comment_to_thread = dict(
446+
Comment.objects.filter(pk__in=comment_ids).values_list(
447+
"pk", "comment_thread_id"
422448
)
423-
.filter(abuse_flaggers_count__gt=0)
424449
)
425450

426-
result = {}
427-
for comment in abuse_flagged_comments:
428-
thread_pk = str(comment.comment_thread.pk)
429-
if thread_pk not in result:
430-
result[thread_pk] = 0
431-
abuse_flaggers = "abuse_flaggers_count"
432-
result[thread_pk] += getattr(comment, abuse_flaggers)
451+
result: dict[str, int] = {}
452+
for item in abuse_flagged_counts:
453+
comment_id = item["content_object_id"]
454+
thread_id = comment_to_thread.get(comment_id)
455+
if thread_id:
456+
thread_pk = str(thread_id)
457+
result[thread_pk] = result.get(thread_pk, 0) + item["count"]
433458

434459
return result
435460

@@ -457,28 +482,43 @@ def get_read_states(
457482
except User.DoesNotExist:
458483
return read_states
459484

460-
threads = CommentThread.objects.filter(pk__in=thread_ids)
485+
# Convert thread_ids to integers for database queries
486+
try:
487+
thread_ids_int = [int(tid) for tid in thread_ids]
488+
except (ValueError, TypeError):
489+
return read_states
490+
491+
threads = CommentThread.objects.filter(pk__in=thread_ids_int).values(
492+
"pk", "last_activity_at"
493+
)
494+
thread_dict = {thread["pk"]: thread for thread in threads}
495+
461496
read_state = ReadState.objects.filter(user=user, course_id=course_id).first()
462497
if not read_state:
463498
return read_states
464499

465-
read_dates = read_state.last_read_times
500+
last_read_times = read_state.last_read_times.select_related(
501+
"comment_thread"
502+
).filter(comment_thread_id__in=thread_ids_int)
466503

467-
for thread in threads:
468-
read_date = read_dates.filter(comment_thread=thread).first()
469-
if not read_date:
504+
for read_date in last_read_times:
505+
thread_id = read_date.comment_thread.pk
506+
thread = thread_dict.get(thread_id)
507+
if not thread:
470508
continue
471509

472-
last_activity_at = thread.last_activity_at
510+
last_activity_at = thread["last_activity_at"]
473511
is_read = read_date.timestamp >= last_activity_at
512+
513+
# Count unread comments for this thread
474514
unread_comment_count = (
475515
Comment.objects.filter(
476-
comment_thread=thread, created_at__gte=read_date.timestamp
516+
comment_thread_id=thread_id, created_at__gte=read_date.timestamp
477517
)
478518
.exclude(author__pk=user_id)
479519
.count()
480520
)
481-
read_states[str(thread.pk)] = [is_read, unread_comment_count]
521+
read_states[str(thread_id)] = [is_read, unread_comment_count]
482522

483523
return read_states
484524

@@ -524,11 +564,14 @@ def get_endorsed(thread_ids: list[str]) -> dict[str, bool]:
524564
Returns:
525565
dict[str, bool]: A dictionary of thread IDs to their endorsed status (True if endorsed, False otherwise).
526566
"""
527-
endorsed_comments = Comment.objects.filter(
528-
comment_thread__pk__in=thread_ids, endorsed=True
567+
# Optimize: Use values_list to avoid loading full objects
568+
endorsed_thread_ids = (
569+
Comment.objects.filter(comment_thread__pk__in=thread_ids, endorsed=True)
570+
.values_list("comment_thread_id", flat=True)
571+
.distinct()
529572
)
530573

531-
return {str(comment.comment_thread.pk): True for comment in endorsed_comments}
574+
return {str(thread_id): True for thread_id in endorsed_thread_ids}
532575

533576
@staticmethod
534577
def get_user_read_state_by_course_id(
@@ -729,24 +772,44 @@ def handle_threads_query(
729772
base_query = base_query.filter(
730773
commentable_id__in=commentable_ids,
731774
)
775+
# Annotate comments count
732776
base_query = base_query.annotate(
733-
votes_point=Sum("uservote__vote"),
734-
comments_count=Count("comment", distinct=True),
735-
)
736-
737-
base_query = base_query.annotate(
738-
votes_point=Sum("uservote__vote", distinct=True),
739777
comments_count=Count("comment", distinct=True),
740778
)
741779

742780
sort_criteria = cls.get_sort_criteria(sort_key)
743781

782+
# Only annotate votes_point if sorting by votes to avoid performance issues
783+
# Otherwise calculate votes separately in bulk
784+
if sort_key == "votes":
785+
comment_thread_content_type = ContentType.objects.get_for_model(
786+
CommentThread
787+
)
788+
base_query = base_query.annotate(
789+
votes_point=Coalesce(
790+
Subquery(
791+
UserVote.objects.filter(
792+
content_type=comment_thread_content_type,
793+
content_object_id=OuterRef("pk"),
794+
)
795+
.values("content_object_id")
796+
.annotate(votes_sum=Sum("vote"))
797+
.values("votes_sum")[:1],
798+
output_field=IntegerField(),
799+
),
800+
0,
801+
),
802+
)
803+
804+
base_query = base_query.select_related("author", "closed_by")
805+
744806
comment_threads = (
745807
base_query.order_by(*sort_criteria) if sort_criteria else base_query
746808
)
747809
thread_count = base_query.count()
748810

749811
if raw_query:
812+
comment_threads = comment_threads.prefetch_related("comment_set")
750813
return {
751814
"result": [
752815
comment_thread.to_dict() for comment_thread in comment_threads
@@ -762,6 +825,7 @@ def handle_threads_query(
762825
to_skip = (page - 1) * per_page
763826
has_more = False
764827

828+
# Note: iterator() doesn't support prefetch_related, so we don't use it here
765829
for thread in comment_threads.iterator():
766830
thread_key = str(thread.pk)
767831
if (
@@ -777,6 +841,8 @@ def handle_threads_query(
777841
skipped += 1
778842
num_pages = page + 1 if has_more else page
779843
else:
844+
# Apply prefetch_related when not using iterator()
845+
comment_threads = comment_threads.prefetch_related("comment_set")
780846
threads = [thread.pk for thread in comment_threads]
781847
page = max(1, page)
782848
start = per_page * (page - 1)
@@ -820,7 +886,10 @@ def prepare_thread(
820886
Returns:
821887
dict[str, Any]: A dictionary representing the prepared thread data.
822888
"""
823-
thread = CommentThread.objects.get(pk=thread_id)
889+
# Optimize: Use select_related to avoid N+1 queries
890+
thread = CommentThread.objects.select_related("author", "closed_by").get(
891+
pk=thread_id
892+
)
824893
return {
825894
**thread.to_dict(),
826895
"type": "thread",
@@ -850,7 +919,25 @@ def threads_presentor(
850919
Returns:
851920
list[dict[str, Any]]: A list of prepared thread data.
852921
"""
853-
threads = CommentThread.objects.filter(pk__in=thread_ids)
922+
923+
threads = CommentThread.objects.filter(pk__in=thread_ids).select_related(
924+
"author", "closed_by"
925+
)
926+
927+
threads_dict = {thread.pk: thread for thread in threads}
928+
929+
# Calculate votes in bulk to avoid N+1 queries
930+
comment_thread_content_type = ContentType.objects.get_for_model(CommentThread)
931+
thread_ids_int = [int(tid) for tid in thread_ids]
932+
votes_aggregate = (
933+
UserVote.objects.filter(
934+
content_type=comment_thread_content_type,
935+
content_object_id__in=thread_ids_int,
936+
)
937+
.values("content_object_id")
938+
.annotate(votes_sum=Sum("vote"))
939+
)
940+
854941
read_states = cls.get_read_states(thread_ids, user_id, course_id)
855942
threads_endorsed = cls.get_endorsed(thread_ids)
856943
threads_flagged = (
@@ -859,7 +946,9 @@ def threads_presentor(
859946

860947
presenters = []
861948
for thread_id in thread_ids:
862-
thread = threads.get(id=thread_id)
949+
thread = threads_dict.get(int(thread_id))
950+
if not thread:
951+
continue
863952
is_read, unread_count = read_states.get(
864953
str(thread.pk), (False, thread.comment_count)
865954
)
@@ -1693,7 +1782,10 @@ def update_comment(comment_id: str, **kwargs: Any) -> int:
16931782
@staticmethod
16941783
def get_thread_id_from_comment(comment_id: str) -> dict[str, Any] | None:
16951784
"""Return thread_id from comment_id."""
1696-
comment = Comment.objects.get(pk=comment_id)
1785+
# Optimize: Use select_related to avoid N+1 queries
1786+
comment = Comment.objects.select_related(
1787+
"comment_thread__author", "comment_thread__closed_by"
1788+
).get(pk=comment_id)
16971789
if comment.comment_thread:
16981790
return comment.comment_thread.to_dict()
16991791
raise ValueError("Comment doesn't have the thread.")
@@ -2114,20 +2206,37 @@ def get_paginated_user_stats(
21142206
cls, course_id: str, page: int, per_page: int, sort_criterion: dict[str, Any]
21152207
) -> dict[str, Any]:
21162208
"""Get paginated user stats."""
2117-
users = User.objects.filter(
2118-
Q(course_stats__course_id=course_id)
2119-
& Q(course_stats__course_id__isnull=False)
2120-
).order_by(
2121-
*[f"-{key}" for key, value in sort_criterion.items() if value == -1],
2122-
*[key for key, value in sort_criterion.items() if value == 1],
2209+
2210+
users = (
2211+
User.objects.filter(
2212+
Q(course_stats__course_id=course_id)
2213+
& Q(course_stats__course_id__isnull=False)
2214+
)
2215+
.select_related("forum")
2216+
.prefetch_related("course_stats", "read_states__last_read_times")
2217+
.order_by(
2218+
*[f"-{key}" for key, value in sort_criterion.items() if value == -1],
2219+
*[key for key, value in sort_criterion.items() if value == 1],
2220+
)
21232221
)
21242222

21252223
paginator = Paginator(users, per_page)
21262224
paginated_users = paginator.page(page)
21272225

2226+
user_ids = [user.pk for user in paginated_users.object_list]
2227+
forum_users_dict = {
2228+
fu.user.pk: fu
2229+
for fu in ForumUser.objects.filter(user__pk__in=user_ids)
2230+
.select_related("user")
2231+
.prefetch_related(
2232+
"user__course_stats", "user__read_states__last_read_times"
2233+
)
2234+
}
2235+
21282236
forum_users = [
2129-
ForumUser.objects.get(user_id=user_id)
2130-
for user_id in paginated_users.object_list
2237+
forum_users_dict[user_id]
2238+
for user_id in user_ids
2239+
if user_id in forum_users_dict
21312240
]
21322241
return {
21332242
"pagination": [{"total_count": paginator.count}],

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