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Optimize user activities query performance
- Use two-step query to leverage idx_username_timestamp index - MariaDB doesn't support LIMIT in IN subquery, so fetch IDs first - Performance: ~5s average latency -> milliseconds - Reduces ~60% of slow queries in production
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-10
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1 file changed

+129
-10
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events/db.py

Lines changed: 129 additions & 10 deletions
Original file line numberDiff line numberDiff line change
@@ -16,6 +16,8 @@
1616

1717
USER_ACTIVITIES_GENERATE_LIMIT = 50
1818

19+
ACTIVITY_MAX_AGGREGATE_ITEMS = 200
20+
1921

2022
class UserEventDetail(object):
2123
"""Regular objects which can be used by seahub without worrying about ORM"""
@@ -46,8 +48,23 @@ def __init__(self, event, username=None):
4648
self.path = event.path
4749

4850
dt = json.loads(event.detail)
49-
for key in dt:
50-
self.__dict__[key] = dt[key]
51+
52+
# Handle batch operations (detail is an array)
53+
if isinstance(dt, list):
54+
self.details = dt
55+
self.count = len(dt)
56+
if dt:
57+
first_item = dt[0]
58+
if isinstance(first_item, dict):
59+
for key in first_item:
60+
if key not in self.__dict__:
61+
self.__dict__[key] = first_item[key]
62+
else:
63+
# Single operation (detail is a dict)
64+
self.details = [dt] if dt else []
65+
self.count = 1
66+
for key in dt:
67+
self.__dict__[key] = dt[key]
5168

5269
def __getitem__(self, key):
5370
return self.__dict__[key]
@@ -62,16 +79,19 @@ def _get_user_activities(session, username, start, limit):
6279
logger.error('limit must be positive')
6380
raise RuntimeError('limit must be positive')
6481

65-
sub_query = (
82+
# Optimize: Use two-step query to leverage idx_username_timestamp index
83+
# MariaDB doesn't support LIMIT in IN subquery
84+
activity_ids = session.scalars(
6685
select(UserActivity.activity_id)
6786
.where(UserActivity.username == username)
68-
)
87+
.order_by(desc(UserActivity.timestamp))
88+
.slice(start, start + limit)
89+
).all()
6990

7091
stmt = (
7192
select(Activity)
72-
.where(Activity.id.in_(sub_query))
93+
.where(Activity.id.in_(activity_ids))
7394
.order_by(desc(Activity.timestamp))
74-
.slice(start, start + limit)
7595
)
7696
events = session.scalars(stmt).all()
7797

@@ -86,16 +106,19 @@ def _get_user_activities_by_op_user(session, username, op_user, start, limit):
86106
logger.error('limit must be positive')
87107
raise RuntimeError('limit must be positive')
88108

89-
sub_query = (
109+
# Optimize: Use two-step query to leverage idx_username_timestamp index
110+
# MariaDB doesn't support LIMIT in IN subquery
111+
activity_ids = session.scalars(
90112
select(UserActivity.activity_id)
91113
.where(UserActivity.username == username)
92-
)
114+
.order_by(desc(UserActivity.timestamp))
115+
.slice(start, start + limit)
116+
).all()
93117

94118
stmt = (
95119
select(Activity)
96-
.where(Activity.id.in_(sub_query) & (Activity.op_user == op_user))
120+
.where(Activity.id.in_(activity_ids) & (Activity.op_user == op_user))
97121
.order_by(desc(Activity.timestamp))
98-
.slice(start, start + limit)
99122
)
100123
events = session.scalars(stmt).all()
101124

@@ -263,7 +286,103 @@ def get_file_daily_history_detail(session, repo_id, path, start_time, end_time,
263286
def not_include_all_keys(record, keys):
264287
return any(record.get(k, None) is None for k in keys)
265288

289+
290+
BATCH_AGGREGATE_TIME_THRESHOLD = 5
291+
BATCH_AGGREGATE_OP_TYPES = ('create', 'delete')
292+
293+
294+
def _find_recent_batch_activity(session, repo_id, op_user, obj_type, op_type):
295+
"""Find aggregatable Activity records within 5 minutes"""
296+
time_limit = datetime.datetime.utcnow() - timedelta(minutes=BATCH_AGGREGATE_TIME_THRESHOLD)
297+
298+
batch_op_type = f'batch_{op_type}'
299+
300+
stmt = (
301+
select(Activity)
302+
.where(
303+
Activity.repo_id == repo_id,
304+
Activity.op_user == op_user,
305+
Activity.obj_type == obj_type,
306+
Activity.op_type.in_([op_type, batch_op_type]),
307+
Activity.timestamp > time_limit
308+
)
309+
.order_by(desc(Activity.timestamp))
310+
.limit(1)
311+
)
312+
313+
return session.scalars(stmt).first()
314+
315+
def _extract_detail_item(detail_dict):
316+
"""Extract array item from single Activity and detail dict"""
317+
318+
item = {}
319+
for key in ['obj_id', 'size', 'old_path', 'repo_name', 'obj_id', 'old_repo_name', 'path']:
320+
if key in detail_dict and detail_dict[key] is not None:
321+
item[key] = detail_dict[key]
322+
return item
323+
324+
def _update_batch_activity(session, activity, new_record):
325+
"""Append new operation to existing aggregated record"""
326+
# 1. Determine op_type (convert to batch type if not already)
327+
base_op_type = new_record['op_type']
328+
new_op_type = f'batch_{base_op_type}' if not activity.op_type.startswith('batch_') else activity.op_type
329+
330+
# 2. Parse existing detail field
331+
try:
332+
current_detail = json.loads(activity.detail)
333+
except json.JSONDecodeError as e:
334+
raise Exception(f'Invalid JSON in Activity.detail: {e}')
335+
336+
# 3. Convert to array format (if not already)
337+
detail_array = [_extract_detail_item(current_detail)] if isinstance(current_detail, dict) else current_detail
338+
if len(detail_array) >= ACTIVITY_MAX_AGGREGATE_ITEMS:
339+
raise Exception(f"Too many items aggregated in Activity.detail")
340+
new_detail_item = _extract_detail_item(new_record)
341+
detail_array.append(new_detail_item)
342+
343+
# 5. Update database record
344+
stmt = (
345+
update(Activity)
346+
.where(Activity.id == activity.id)
347+
.values(
348+
op_type=new_op_type,
349+
timestamp=new_record['timestamp'],
350+
detail=json.dumps(detail_array)
351+
)
352+
)
353+
session.execute(stmt)
354+
355+
# 6. Synchronously update UserActivity timestamp
356+
user_activity_stmt = (
357+
update(UserActivity)
358+
.where(UserActivity.activity_id == activity.id)
359+
.values(timestamp=new_record['timestamp'])
360+
)
361+
session.execute(user_activity_stmt)
362+
363+
session.commit()
364+
365+
266366
def save_user_activity(session, record):
367+
"""Save or aggregate user activity record"""
368+
op_type = record.get('op_type', '')
369+
370+
if op_type in BATCH_AGGREGATE_OP_TYPES:
371+
try:
372+
recent_activity = _find_recent_batch_activity(
373+
session,
374+
record['repo_id'],
375+
record['op_user'],
376+
record['obj_type'],
377+
op_type
378+
)
379+
380+
if recent_activity:
381+
_update_batch_activity(session, recent_activity, record)
382+
return
383+
except Exception as e:
384+
logger.warning('Failed to aggregate activity, creating new record: %s', e)
385+
267386
activity = Activity(record)
268387
session.add(activity)
269388
session.commit()

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