Eliminate N+1 queries and optimize database operations #44
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.



The API exhibited multiple N+1 query patterns causing excessive database round trips, particularly in project listing and quota endpoints. Additional inefficiencies included redundant session creation and multi-pass password validation.
Changes
N+1 Query Elimination
list_openstack_project_for_user: Batch fetch projects, memberships, and users instead of querying per-project and per-member (O(n²) → O(1) queries)remove_user_from_project: Batch fetch member users (O(n) → O(1) queries)show_project_adjustements: Batch fetch users for quota shares (O(n) → O(1) queries)Session Reuse
session: Optional[Session]parameter to quota calculation functions (calculate_user_quota_by_type,calculate_user_quota,calculate_project_quota,get_user_left_quota_by_type)Password Validation
Bug Fix
service.targetin Traefik loadBalancer URL configurationExample: Before/After N+1 Fix
Original prompt
💬 We'd love your input! Share your thoughts on Copilot coding agent in our 2 minute survey.