Data processing optimizations: eliminate N+1 queries and add performance indexes - #1
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Co-authored-by: lancepan123 <113438451+lancepan123@users.noreply.github.com>
Co-authored-by: lancepan123 <113438451+lancepan123@users.noreply.github.com>
Co-authored-by: lancepan123 <113438451+lancepan123@users.noreply.github.com>
Co-authored-by: lancepan123 <113438451+lancepan123@users.noreply.github.com>
Co-authored-by: lancepan123 <113438451+lancepan123@users.noreply.github.com>
Co-authored-by: lancepan123 <113438451+lancepan123@users.noreply.github.com>
…ed values Co-authored-by: lancepan123 <113438451+lancepan123@users.noreply.github.com>
Co-authored-by: lancepan123 <113438451+lancepan123@users.noreply.github.com>
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[WIP] Update data processing for efficiency improvements
Data processing optimizations: eliminate N+1 queries and add performance indexes
Feb 14, 2026
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Multiple query inefficiencies were causing poor performance at scale: N+1 patterns in order creation, in-memory aggregations, missing pagination, and absent indexes on search/join columns.
Query Pattern Fixes
Order creation N+1 → batch operations
AI model stats: in-memory filtering → SQL aggregation
SELECT *+ JS filter withCOUNT()and conditionalSUM()Wallet operations: eliminated redundant SELECTs
getWalletByUserIdcalls in update pathsUsers count: conditional join
rolestable when role filter presentPagination
Added to
getOrders(limit: 20) andgetAdminLogs(limit: 50) to prevent unbounded result sets.Database Indexes
Generated migration
0010_little_exodus.sqlwith 19 indexes:name,usernameuser_id,role_id,admin_id,order_id,product_idcreated_at(status, created_at),(user_id, status)💬 We'd love your input! Share your thoughts on Copilot coding agent in our 2 minute survey.