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⚡ Bolt: optimize notification statistics with aggregation#156

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Woschj wants to merge 1 commit intomainfrom
bolt-opt-notification-stats-15513479457735794361
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⚡ Bolt: optimize notification statistics with aggregation#156
Woschj wants to merge 1 commit intomainfrom
bolt-opt-notification-stats-15513479457735794361

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@Woschj
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@Woschj Woschj commented Mar 24, 2026

💡 What: Refactored notification count and statistics methods in AdminNotificationService to use single MongoDB aggregation pipelines.

🎯 Why: The original implementation performed multiple sequential count_documents calls (2 for count, 11 for statistics) on the same collection, resulting in unnecessary network roundtrips and increased latency, especially when called frequently (e.g., from the Admin Dashboard).

📊 Impact: Reduces total database roundtrips from 13 down to 2 across these two methods. This significantly lowers database communication overhead and improves response times for the notification status and statistics views.

🔬 Measurement: Verified using a custom logic verification script and manual code review to ensure the aggregation pipelines correctly replicate the conditional counting logic. Syntax confirmed via python3 -m py_compile. The response dictionary structure remains identical to the original implementation to ensure zero regressions in the UI.


PR created automatically by Jules for task 15513479457735794361 started by @Woschj

Refactored `get_notification_count` and `get_notification_statistics` in `AdminNotificationService` to use single MongoDB aggregation pipelines.
- `get_notification_count`: Reduced database roundtrips from 2 to 1 using `$group`.
- `get_notification_statistics`: Reduced database roundtrips from 11 to 1 using `$group` with conditional `$sum`.
- Maintained exact output dictionary structure for full compatibility.
- Added "Bolt ⚡" tags to optimized method docstrings.

Co-authored-by: Woschj <81321922+Woschj@users.noreply.github.com>
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