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Copilot AI commented Dec 23, 2025

Provided comprehensive analysis of the QueryDSL-based student query refactoring in response to reviewer questions about potential issues, naming improvements, and optimization benefits.

Analysis Provided

Potential Issues Identified:

  • Memory overhead from groupBy operations when student count is high
  • Inconsistent nullable handling in StudentQueryDto (List<FixedRoomEntity?>? double-nullable pattern)
  • Naming ambiguity between findAllByX (returns UserEntity) and findAllInfoByX (returns StudentQueryDto)
  • Query inefficiency in findAllInfoByRoomTypeStatusAndRole missing room filter

Method Naming Recommendations:

  • Repository: findStudentsByGradeAndClass, findStudentDetailsWithAttendanceByFixedRoom
  • Service: getStudentsByFixedRoom, getStudentsByClass
  • Response: fromQueryResults, fromQueryResultsWithoutFixedRooms

Performance Improvements Confirmed:

  • Eliminates N+1 query problem through single fetch with joins
  • Strategic use of innerJoin for required relations, leftJoin for optional
  • Type-safe projection via @QueryProjection
// Before: Multiple queries per student
students.forEach { student ->
    student.studentInfo  // Query 1
    student.fixedRooms   // Query 2
    student.attendances  // Query 3
}

// After: Single query with groupBy
queryFactory.from(userEntity)
    .innerJoin(studentInfoEntity)
    .leftJoin(fixedRoomEntity)
    .leftJoin(attendanceEntity)
    .transform(groupBy(userEntity.id).list(...))

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Copilot AI changed the title [WIP] Improve student retrieval performance using QueryDSL Respond to code review feedback on student query performance optimization Dec 23, 2025
Copilot AI requested a review from Finefinee December 23, 2025 06:11
@Finefinee Finefinee marked this pull request as ready for review December 23, 2025 06:15
@Finefinee Finefinee closed this Dec 23, 2025
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2 participants