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a/.history/sample_data/hard_set_5/classrooms_20251221044411.csv b/.history/sample_data/hard_set_5/classrooms_20251221044411.csv new file mode 100644 index 0000000..fc09e85 --- /dev/null +++ b/.history/sample_data/hard_set_5/classrooms_20251221044411.csv @@ -0,0 +1,13 @@ +ALL OF THE CLASSROOMS; AND THEIR CAPACITIES IN THE SYSTEM +R1;190 +R10;180 +R2;170 +R3;160 +R4;150 +R5;180 +R6;190 +R7;170 +R8;180 +R9;155 +R10;175 +R11;164 diff --git a/.history/sample_data/hard_set_5/courses_20251221031304.csv b/.history/sample_data/hard_set_5/courses_20251221031304.csv new file mode 100644 index 0000000..e5e6c88 --- /dev/null +++ b/.history/sample_data/hard_set_5/courses_20251221031304.csv @@ -0,0 +1,16 @@ +id,code,name +1,CSE101,Introduction to Computer Science +2,MAT202,Advanced Calculus +3,PHY301,Quantum Mechanics +4,EE401,Digital Signal Processing +5,HIS105,World History +6,ART202,Modern Art +7,MUS303,Music Theory +8,ECO210,Microeconomics +9,PSY401,Cognitive Psychology +10,SOC101,Introduction to Sociology +11,ENG101,English Composition +12,CHE301,Organic Chemistry +13,BIO202,Cell Biology +14,PHI401,Existentialism +15,GEO101,Physical Geography \ No newline at end of file diff --git a/.history/sample_data/hard_set_5/courses_20251221031416.csv b/.history/sample_data/hard_set_5/courses_20251221031416.csv new file mode 100644 index 0000000..0cbdcfa --- /dev/null +++ b/.history/sample_data/hard_set_5/courses_20251221031416.csv @@ -0,0 +1,16 @@ +ALL OF THE COURSES IN THE SYSTEM +1,CSE101,Introduction to Computer Science +2,MAT202,Advanced Calculus +3,PHY301,Quantum Mechanics +4,EE401,Digital Signal Processing +5,HIS105,World History +6,ART202,Modern Art +7,MUS303,Music Theory +8,ECO210,Microeconomics +9,PSY401,Cognitive Psychology +10,SOC101,Introduction to Sociology +11,ENG101,English Composition +12,CHE301,Organic Chemistry +13,BIO202,Cell Biology +14,PHI401,Existentialism +15,GEO101,Physical Geography \ No newline at end of file diff --git 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useTranslation } from 'react-i18next'; +import { Sidebar } from './components/Sidebar'; +import { Dashboard } from './components/Dashboard'; +import { DataInput } from './components/DataInput'; +import { ScheduleView } from './components/ScheduleView'; +import { Settings } from './components/Settings'; +import { ConstraintSelector } from './components/ConstraintSelector'; +import { HelpModal } from './components/HelpModal'; +import { ViewMode, Course, Classroom, Student, ExamSession, GenerationConstraints } from './types'; +import { NotificationProvider } from './context/NotificationContext'; + +const App: React.FC = () => { + const { t } = useTranslation(); + const [currentView, setCurrentView] = useState(ViewMode.DASHBOARD); + + const [courses, setCourses] = useState([]); + const [classrooms, setClassrooms] = useState([]); + const [students, setStudents] = useState([]); + const [schedule, setSchedule] = useState([]); + const [isGenerated, setIsGenerated] = useState(false); + const [showConstraintModal, setShowConstraintModal] = useState(false); + const [showHelpModal, setShowHelpModal] = useState(false); + + const [isGenerating, setIsGenerating] = useState(false); + const [generationError, setGenerationError] = useState(null); + + // Function to load data from the backend + const loadData = async () => { + try { + const savedCourses = await window.api.getCourses(); + const savedClassrooms = await window.api.getClassrooms(); + const savedStudents = await window.api.getStudents(); + + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + + setClassrooms(savedClassrooms.map((r: any) => ({ + id: r.id.toString(), + name: r.name, + capacity: r.capacity, + building: r.building + }))); + + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + + // Load saved schedule from database + const savedScheduleResult = await window.api.loadSchedule(); + if (savedScheduleResult.success && savedScheduleResult.sessions.length > 0) { + const loadedSchedule = savedScheduleResult.sessions.map((s: any) => ({ + id: s.session_id, + courseId: s.course_code, + classroomId: s.classroom_name, + startTime: new Date(s.start_time), + endTime: new Date(s.end_time), + studentCount: s.student_count, + })); + setSchedule(loadedSchedule); + setIsGenerated(true); + console.log(`Loaded ${loadedSchedule.length} saved exam sessions from database.`); + } + } catch (error) { + console.error("Failed to load data:", error); + } + }; + + // Initial data load on mount + useEffect(() => { + loadData(); + + const handleNavigate = (event: CustomEvent) => { + const viewName = event.detail; + const viewMap: { [key: string]: ViewMode } = { + 'Dashboard': ViewMode.DASHBOARD, + 'Data Management': ViewMode.DATA, + 'Schedule View': ViewMode.SCHEDULE, + 'Settings': ViewMode.SETTINGS, + }; + if (viewMap[viewName]) { + setCurrentView(viewMap[viewName]); + } + }; + + window.addEventListener('navigate', handleNavigate as EventListener); + return () => { + window.removeEventListener('navigate', handleNavigate as EventListener); + }; + }, []); + + // Auto-refresh data when switching to Data Management tab + useEffect(() => { + if (currentView === ViewMode.DATA) { + loadData(); + } + }, [currentView]); + + const handleGenerateSchedule = () => { + setShowConstraintModal(true); + setGenerationError(null); + }; + + const handleFinalizeSchedule = async (constraints: GenerationConstraints) => { + setShowConstraintModal(false); + setIsGenerating(true); + setGenerationError(null); + + // Helper to format date as local ISO string (no UTC conversion) + const toLocalISOString = (date: Date): string => { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; + }; + + try { + // Call the real scheduling algorithm via IPC (use local dates, not UTC) + const result = await window.api.generateSchedule({ + startDate: toLocalISOString(constraints.startDate), + endDate: toLocalISOString(constraints.endDate), + includeWeekends: constraints.includeWeekends, + dailyStartTime: constraints.dailyStartTime, + dailyEndTime: constraints.dailyEndTime, + maxExamsPerDay: constraints.maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams, + minHoursBetweenExams: constraints.minHoursBetweenExams, + }); + + if (result.success) { + // Convert date strings back to Date objects + const scheduleWithDates = result.schedule.map((session: any) => ({ + ...session, + startTime: new Date(session.startTime), + endTime: new Date(session.endTime), + })); + + setSchedule(scheduleWithDates); + setIsGenerated(true); + setCurrentView(ViewMode.SCHEDULE); + + // Auto-save the generated schedule to database (keep as local strings) + const sessionsForSave = result.schedule.map((s: any) => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime, + endTime: s.endTime, + studentCount: s.studentCount, + })); + await window.api.saveSchedule(sessionsForSave); + + console.log(`Schedule generated and saved successfully in ${result.stats?.generationTimeMs}ms`); + } else { + // No valid schedule found - show user-friendly error + const errorWithSuggestion = `${result.message}\n\nSuggestions:\n• Add more classrooms\n• Extend the exam date range\n• Reduce overlapping student enrollments`; + setGenerationError(errorWithSuggestion); + setIsGenerated(false); + console.error('Schedule generation failed:', result.message); + } + } catch (error) { + const errorMessage = error instanceof Error ? error.message : 'An unexpected error occurred'; + const errorWithSuggestion = `${errorMessage}\n\nPlease check your data and try again.`; + setGenerationError(errorWithSuggestion); + setIsGenerated(false); + console.error('Schedule generation error:', error); + } finally { + setIsGenerating(false); + } + }; + + const renderContent = () => { + switch (currentView) { + case ViewMode.DASHBOARD: + return ( + + ); + case ViewMode.DATA: + return ( + + ); + case ViewMode.SCHEDULE: + return ( + + ); + case ViewMode.SETTINGS: + return ; + default: + return
View not found
; + } + }; + + return ( + +
+ +
+
+

+ {currentView === ViewMode.DASHBOARD && t('common.dashboard')} + {currentView === ViewMode.DATA && t('common.dataManagement')} + {currentView === ViewMode.SCHEDULE && t('common.scheduleView')} + {currentView === ViewMode.SETTINGS && t('common.settings')} +

+ +
+
+ {renderContent()} +
+ + {showConstraintModal && ( + setShowConstraintModal(false)} + onGenerate={handleFinalizeSchedule} + /> + )} + + setShowHelpModal(false)} + currentView={currentView} + /> +
+
+ + ); +}; + +export default App; \ No newline at end of file diff --git a/.history/src/app_20251221041613.tsx b/.history/src/app_20251221041613.tsx new file mode 100644 index 0000000..9416cc0 --- /dev/null +++ b/.history/src/app_20251221041613.tsx @@ -0,0 +1,268 @@ +import React, { useState, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { Sidebar } from './components/Sidebar'; +import { Dashboard } from './components/Dashboard'; +import { DataInput } from './components/DataInput'; +import { ScheduleView } from './components/ScheduleView'; +import { Settings } from './components/Settings'; +import { ConstraintSelector } from './components/ConstraintSelector'; +import { HelpModal } from './components/HelpModal'; +import { ViewMode, Course, Classroom, Student, ExamSession, GenerationConstraints } from './types'; +import { NotificationProvider } from './context/NotificationContext'; + +const App: React.FC = () => { + const { t } = useTranslation(); + const [currentView, setCurrentView] = useState(ViewMode.DASHBOARD); + + const [courses, setCourses] = useState([]); + const [classrooms, setClassrooms] = useState([]); + const [students, setStudents] = useState([]); + const [schedule, setSchedule] = useState([]); + const [isGenerated, setIsGenerated] = useState(false); + const [showConstraintModal, setShowConstraintModal] = useState(false); + const [showHelpModal, setShowHelpModal] = useState(false); + + const [isGenerating, setIsGenerating] = useState(false); + const [generationError, setGenerationError] = useState(null); + + // Function to load data from the backend + const loadData = async () => { + try { + const savedCourses = await window.api.getCourses(); + const savedClassrooms = await window.api.getClassrooms(); + const savedStudents = await window.api.getStudents(); + + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + + setClassrooms(savedClassrooms.map((r: any) => ({ + id: r.id.toString(), + name: r.name, + capacity: r.capacity, + building: r.building + }))); + + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + + // Load saved schedule from database + const savedScheduleResult = await window.api.loadSchedule(); + if (savedScheduleResult.success && savedScheduleResult.sessions.length > 0) { + const loadedSchedule = savedScheduleResult.sessions.map((s: any) => ({ + id: s.session_id, + courseId: s.course_code, + classroomId: s.classroom_name, + startTime: new Date(s.start_time), + endTime: new Date(s.end_time), + studentCount: s.student_count, + })); + setSchedule(loadedSchedule); + setIsGenerated(true); + console.log(`Loaded ${loadedSchedule.length} saved exam sessions from database.`); + } + } catch (error) { + console.error("Failed to load data:", error); + } + }; + + // Initial data load on mount + useEffect(() => { + loadData(); + + const handleNavigate = (event: CustomEvent) => { + const viewName = event.detail; + const viewMap: { [key: string]: ViewMode } = { + 'Dashboard': ViewMode.DASHBOARD, + 'Data Management': ViewMode.DATA, + 'Schedule View': ViewMode.SCHEDULE, + 'Settings': ViewMode.SETTINGS, + }; + if (viewMap[viewName]) { + setCurrentView(viewMap[viewName]); + } + }; + + window.addEventListener('navigate', handleNavigate as EventListener); + return () => { + window.removeEventListener('navigate', handleNavigate as EventListener); + }; + }, []); + + // Auto-refresh data when switching to Data Management tab + useEffect(() => { + if (currentView === ViewMode.DATA) { + loadData(); + } + }, [currentView]); + + const handleGenerateSchedule = () => { + setShowConstraintModal(true); + setGenerationError(null); + }; + + const handleFinalizeSchedule = async (constraints: GenerationConstraints) => { + setShowConstraintModal(false); + setIsGenerating(true); + setGenerationError(null); + + // Helper to format date as local ISO string (no UTC conversion) + const toLocalISOString = (date: Date): string => { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; + }; + + try { + // Call the real scheduling algorithm via IPC (use local dates, not UTC) + const result = await window.api.generateSchedule({ + startDate: toLocalISOString(constraints.startDate), + endDate: toLocalISOString(constraints.endDate), + includeWeekends: constraints.includeWeekends, + dailyStartTime: constraints.dailyStartTime, + dailyEndTime: constraints.dailyEndTime, + maxExamsPerDay: constraints.maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams, + minHoursBetweenExams: constraints.minHoursBetweenExams, + }); + + if (result.success) { + // Convert date strings back to Date objects + const scheduleWithDates = result.schedule.map((session: any) => ({ + ...session, + startTime: new Date(session.startTime), + endTime: new Date(session.endTime), + })); + + setSchedule(scheduleWithDates); + setIsGenerated(true); + setCurrentView(ViewMode.SCHEDULE); + + // Auto-save the generated schedule to database (keep as local strings) + const sessionsForSave = result.schedule.map((s: any) => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime, + endTime: s.endTime, + studentCount: s.studentCount, + })); + await window.api.saveSchedule(sessionsForSave); + + console.log(`Schedule generated and saved successfully in ${result.stats?.generationTimeMs}ms`); + } else { + // No valid schedule found - show user-friendly error + const errorWithSuggestion = `${result.message}\n\nSuggestions:\n• Add more classrooms\n• Extend the exam date range\n• Reduce overlapping student enrollments`; + setGenerationError(errorWithSuggestion); + setIsGenerated(false); + console.error('Schedule generation failed:', result.message); + } + } catch (error) { + const errorMessage = error instanceof Error ? error.message : 'An unexpected error occurred'; + const errorWithSuggestion = `${errorMessage}\n\nPlease check your data and try again.`; + setGenerationError(errorWithSuggestion); + setIsGenerated(false); + console.error('Schedule generation error:', error); + } finally { + setIsGenerating(false); + } + }; + + const renderContent = () => { + switch (currentView) { + case ViewMode.DASHBOARD: + return ( + + ); + case ViewMode.DATA: + return ( + + ); + case ViewMode.SCHEDULE: + return ( + + ); + case ViewMode.SETTINGS: + return ; + default: + return
View not found
; + } + }; + + return ( + +
+ +
+
+

+ {currentView === ViewMode.DASHBOARD && t('common.dashboard')} + {currentView === ViewMode.DATA && t('common.dataManagement')} + {currentView === ViewMode.SCHEDULE && t('common.scheduleView')} + {currentView === ViewMode.SETTINGS && t('common.settings')} +

+ +
+
+ {renderContent()} +
+ + {showConstraintModal && ( + setShowConstraintModal(false)} + onGenerate={handleFinalizeSchedule} + /> + )} + + setShowHelpModal(false)} + currentView={currentView} + /> +
+
+ + ); +}; + +export default App; \ No newline at end of file diff --git a/.history/src/app_20251221041614.tsx b/.history/src/app_20251221041614.tsx new file mode 100644 index 0000000..9416cc0 --- /dev/null +++ b/.history/src/app_20251221041614.tsx @@ -0,0 +1,268 @@ +import React, { useState, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { Sidebar } from './components/Sidebar'; +import { Dashboard } from './components/Dashboard'; +import { DataInput } from './components/DataInput'; +import { ScheduleView } from './components/ScheduleView'; +import { Settings } from './components/Settings'; +import { ConstraintSelector } from './components/ConstraintSelector'; +import { HelpModal } from './components/HelpModal'; +import { ViewMode, Course, Classroom, Student, ExamSession, GenerationConstraints } from './types'; +import { NotificationProvider } from './context/NotificationContext'; + +const App: React.FC = () => { + const { t } = useTranslation(); + const [currentView, setCurrentView] = useState(ViewMode.DASHBOARD); + + const [courses, setCourses] = useState([]); + const [classrooms, setClassrooms] = useState([]); + const [students, setStudents] = useState([]); + const [schedule, setSchedule] = useState([]); + const [isGenerated, setIsGenerated] = useState(false); + const [showConstraintModal, setShowConstraintModal] = useState(false); + const [showHelpModal, setShowHelpModal] = useState(false); + + const [isGenerating, setIsGenerating] = useState(false); + const [generationError, setGenerationError] = useState(null); + + // Function to load data from the backend + const loadData = async () => { + try { + const savedCourses = await window.api.getCourses(); + const savedClassrooms = await window.api.getClassrooms(); + const savedStudents = await window.api.getStudents(); + + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + + setClassrooms(savedClassrooms.map((r: any) => ({ + id: r.id.toString(), + name: r.name, + capacity: r.capacity, + building: r.building + }))); + + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + + // Load saved schedule from database + const savedScheduleResult = await window.api.loadSchedule(); + if (savedScheduleResult.success && savedScheduleResult.sessions.length > 0) { + const loadedSchedule = savedScheduleResult.sessions.map((s: any) => ({ + id: s.session_id, + courseId: s.course_code, + classroomId: s.classroom_name, + startTime: new Date(s.start_time), + endTime: new Date(s.end_time), + studentCount: s.student_count, + })); + setSchedule(loadedSchedule); + setIsGenerated(true); + console.log(`Loaded ${loadedSchedule.length} saved exam sessions from database.`); + } + } catch (error) { + console.error("Failed to load data:", error); + } + }; + + // Initial data load on mount + useEffect(() => { + loadData(); + + const handleNavigate = (event: CustomEvent) => { + const viewName = event.detail; + const viewMap: { [key: string]: ViewMode } = { + 'Dashboard': ViewMode.DASHBOARD, + 'Data Management': ViewMode.DATA, + 'Schedule View': ViewMode.SCHEDULE, + 'Settings': ViewMode.SETTINGS, + }; + if (viewMap[viewName]) { + setCurrentView(viewMap[viewName]); + } + }; + + window.addEventListener('navigate', handleNavigate as EventListener); + return () => { + window.removeEventListener('navigate', handleNavigate as EventListener); + }; + }, []); + + // Auto-refresh data when switching to Data Management tab + useEffect(() => { + if (currentView === ViewMode.DATA) { + loadData(); + } + }, [currentView]); + + const handleGenerateSchedule = () => { + setShowConstraintModal(true); + setGenerationError(null); + }; + + const handleFinalizeSchedule = async (constraints: GenerationConstraints) => { + setShowConstraintModal(false); + setIsGenerating(true); + setGenerationError(null); + + // Helper to format date as local ISO string (no UTC conversion) + const toLocalISOString = (date: Date): string => { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; + }; + + try { + // Call the real scheduling algorithm via IPC (use local dates, not UTC) + const result = await window.api.generateSchedule({ + startDate: toLocalISOString(constraints.startDate), + endDate: toLocalISOString(constraints.endDate), + includeWeekends: constraints.includeWeekends, + dailyStartTime: constraints.dailyStartTime, + dailyEndTime: constraints.dailyEndTime, + maxExamsPerDay: constraints.maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams, + minHoursBetweenExams: constraints.minHoursBetweenExams, + }); + + if (result.success) { + // Convert date strings back to Date objects + const scheduleWithDates = result.schedule.map((session: any) => ({ + ...session, + startTime: new Date(session.startTime), + endTime: new Date(session.endTime), + })); + + setSchedule(scheduleWithDates); + setIsGenerated(true); + setCurrentView(ViewMode.SCHEDULE); + + // Auto-save the generated schedule to database (keep as local strings) + const sessionsForSave = result.schedule.map((s: any) => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime, + endTime: s.endTime, + studentCount: s.studentCount, + })); + await window.api.saveSchedule(sessionsForSave); + + console.log(`Schedule generated and saved successfully in ${result.stats?.generationTimeMs}ms`); + } else { + // No valid schedule found - show user-friendly error + const errorWithSuggestion = `${result.message}\n\nSuggestions:\n• Add more classrooms\n• Extend the exam date range\n• Reduce overlapping student enrollments`; + setGenerationError(errorWithSuggestion); + setIsGenerated(false); + console.error('Schedule generation failed:', result.message); + } + } catch (error) { + const errorMessage = error instanceof Error ? error.message : 'An unexpected error occurred'; + const errorWithSuggestion = `${errorMessage}\n\nPlease check your data and try again.`; + setGenerationError(errorWithSuggestion); + setIsGenerated(false); + console.error('Schedule generation error:', error); + } finally { + setIsGenerating(false); + } + }; + + const renderContent = () => { + switch (currentView) { + case ViewMode.DASHBOARD: + return ( + + ); + case ViewMode.DATA: + return ( + + ); + case ViewMode.SCHEDULE: + return ( + + ); + case ViewMode.SETTINGS: + return ; + default: + return
View not found
; + } + }; + + return ( + +
+ +
+
+

+ {currentView === ViewMode.DASHBOARD && t('common.dashboard')} + {currentView === ViewMode.DATA && t('common.dataManagement')} + {currentView === ViewMode.SCHEDULE && t('common.scheduleView')} + {currentView === ViewMode.SETTINGS && t('common.settings')} +

+ +
+
+ {renderContent()} +
+ + {showConstraintModal && ( + setShowConstraintModal(false)} + onGenerate={handleFinalizeSchedule} + /> + )} + + setShowHelpModal(false)} + currentView={currentView} + /> +
+
+ + ); +}; + +export default App; \ No newline at end of file diff --git a/.history/src/backend/services/schedulerService_20251219222058.ts b/.history/src/backend/services/schedulerService_20251219222058.ts new file mode 100644 index 0000000..545a4c3 --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251219222058.ts @@ -0,0 +1,1030 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + if (classroom.capacity < course.enrolledStudents) { + return false; + } + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Check for timeout (time-based, not iteration-based) + if (Date.now() - startTime > timeoutMs) { + return false; // Stop trying - timeout reached + } + + // Base case: All courses have been scheduled + if (index === courses.length) { + return true; + } + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + // Check for timeout in inner loop + if (Date.now() - startTime > timeoutMs) { + return false; + } + + // Try each classroom + for (const classroom of classrooms) { + // Check if this assignment satisfies all constraints + if (isSafe(currentCourse, classroom, timeSlot, context)) { + // Make the assignment + const assignment: ScheduleAssignment = { + course: currentCourse, + classroom, + timeSlot + }; + context.assignments.push(assignment); + + // Recursively try to schedule the remaining courses + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; + } + + // Backtrack: Remove the assignment and try another option + context.assignments.pop(); + } + } + } + + // No valid assignment found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver: ${courses.length} courses, ${timeSlots.length} slots, ${classrooms.length} rooms`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let assigned = false; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (assigned) break; + + // Try each classroom + for (const classroom of classrooms) { + if (isSafe(course, classroom, timeSlot, context)) { + // Make the assignment + context.assignments.push({ + course, + classroom, + timeSlot + }); + assigned = true; + break; + } + } + } + + if (!assigned) { + // Could not find a valid slot for this course - analyze why + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${i + 1}/${courses.length}: ${course.code} (${course.enrolledStudents} students)`); + console.log(` Root cause: ${failureReason.rootCause}`); + return { success: false, failureReason }; + } + + // Progress log every 20 courses + if ((i + 1) % 20 === 0) { + console.log(` Progress: ${i + 1}/${courses.length} courses scheduled`); + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; // All courses scheduled +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220161902.ts b/.history/src/backend/services/schedulerService_20251220161902.ts new file mode 100644 index 0000000..d68907f --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220161902.ts @@ -0,0 +1,1028 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Check for timeout (time-based, not iteration-based) + if (Date.now() - startTime > timeoutMs) { + return false; // Stop trying - timeout reached + } + + // Base case: All courses have been scheduled + if (index === courses.length) { + return true; + } + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + // Check for timeout in inner loop + if (Date.now() - startTime > timeoutMs) { + return false; + } + + // Try each classroom + for (const classroom of classrooms) { + // Check if this assignment satisfies all constraints + if (isSafe(currentCourse, classroom, timeSlot, context)) { + // Make the assignment + const assignment: ScheduleAssignment = { + course: currentCourse, + classroom, + timeSlot + }; + context.assignments.push(assignment); + + // Recursively try to schedule the remaining courses + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; + } + + // Backtrack: Remove the assignment and try another option + context.assignments.pop(); + } + } + } + + // No valid assignment found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver: ${courses.length} courses, ${timeSlots.length} slots, ${classrooms.length} rooms`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let assigned = false; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (assigned) break; + + // Try each classroom + for (const classroom of classrooms) { + if (isSafe(course, classroom, timeSlot, context)) { + // Make the assignment + context.assignments.push({ + course, + classroom, + timeSlot + }); + assigned = true; + break; + } + } + } + + if (!assigned) { + // Could not find a valid slot for this course - analyze why + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${i + 1}/${courses.length}: ${course.code} (${course.enrolledStudents} students)`); + console.log(` Root cause: ${failureReason.rootCause}`); + return { success: false, failureReason }; + } + + // Progress log every 20 courses + if ((i + 1) % 20 === 0) { + console.log(` Progress: ${i + 1}/${courses.length} courses scheduled`); + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; // All courses scheduled +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220161938.ts b/.history/src/backend/services/schedulerService_20251220161938.ts new file mode 100644 index 0000000..403f9c9 --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220161938.ts @@ -0,0 +1,1055 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Check for timeout (time-based, not iteration-based) + if (Date.now() - startTime > timeoutMs) { + return false; // Stop trying - timeout reached + } + + // Base case: All courses have been scheduled + if (index === courses.length) { + return true; + } + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + // Check for timeout in inner loop + if (Date.now() - startTime > timeoutMs) { + return false; + } + + // Try each classroom + for (const classroom of classrooms) { + // Check if this assignment satisfies all constraints + if (isSafe(currentCourse, classroom, timeSlot, context)) { + // Make the assignment + const assignment: ScheduleAssignment = { + course: currentCourse, + classroom, + timeSlot + }; + context.assignments.push(assignment); + + // Recursively try to schedule the remaining courses + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; + } + + // Backtrack: Remove the assignment and try another option + context.assignments.pop(); + } + } + } + + // No valid assignment found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Bu saat dilimi için öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: Pratik olması için ilk müsait odayla 'isSafe' kontrolü yapıyoruz, çünkü isSafe içindeki + // öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + // Eğer öğrencilerin bu saatte başka sınavı varsa, odaya bakmaya gerek yok. + continue; + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul ve Kapasiteye göre (Büyük -> Küçük) sırala + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); // En büyük odayı önce dene + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT LOGIC) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı listeye ekle ve kapasitesini düş + roomsToUse.push(room); + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer kalan öğrenci yoksa (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220161956.ts b/.history/src/backend/services/schedulerService_20251220161956.ts new file mode 100644 index 0000000..79ec3ef --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220161956.ts @@ -0,0 +1,1052 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Check for timeout (time-based, not iteration-based) + if (Date.now() - startTime > timeoutMs) { + return false; // Stop trying - timeout reached + } + + // Base case: All courses have been scheduled + if (index === courses.length) { + return true; + } + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + // Check for timeout in inner loop + if (Date.now() - startTime > timeoutMs) { + return false; + } + + // Try each classroom + for (const classroom of classrooms) { + // Check if this assignment satisfies all constraints + if (isSafe(currentCourse, classroom, timeSlot, context)) { + // Make the assignment + const assignment: ScheduleAssignment = { + course: currentCourse, + classroom, + timeSlot + }; + context.assignments.push(assignment); + + // Recursively try to schedule the remaining courses + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; + } + + // Backtrack: Remove the assignment and try another option + context.assignments.pop(); + } + } + } + + // No valid assignment found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (placed) break; + + + if (!isSafe(course, classrooms[0], timeSlot, context)) { + + continue; + } + + + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + + roomsToUse.push(room); + studentsRemaining -= room.capacity; + } + + + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220170815.ts b/.history/src/backend/services/schedulerService_20251220170815.ts new file mode 100644 index 0000000..754689c --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220170815.ts @@ -0,0 +1,1053 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Check for timeout (time-based, not iteration-based) + if (Date.now() - startTime > timeoutMs) { + return false; // Stop trying - timeout reached + } + + // Base case: All courses have been scheduled + if (index === courses.length) { + return true; + } + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + // Check for timeout in inner loop + if (Date.now() - startTime > timeoutMs) { + return false; + } + + // Try each classroom + for (const classroom of classrooms) { + // Check if this assignment satisfies all constraints + if (isSafe(currentCourse, classroom, timeSlot, context)) { + // Make the assignment + const assignment: ScheduleAssignment = { + course: currentCourse, + classroom, + timeSlot + }; + context.assignments.push(assignment); + + // Recursively try to schedule the remaining courses + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; + } + + // Backtrack: Remove the assignment and try another option + context.assignments.pop(); + } + } + } + + // No valid assignment found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (placed) break; + + + if (!isSafe(course, classrooms[0], timeSlot, context)) { + + continue; + } + + + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + + roomsToUse.push(room); + studentsRemaining -= room.capacity; + } + + + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220171037.ts b/.history/src/backend/services/schedulerService_20251220171037.ts new file mode 100644 index 0000000..b694304 --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220171037.ts @@ -0,0 +1,1056 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Check for timeout (time-based, not iteration-based) + if (Date.now() - startTime > timeoutMs) { + return false; // Stop trying - timeout reached + } + + // Base case: All courses have been scheduled + if (index === courses.length) { + return true; + } + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + // Check for timeout in inner loop + if (Date.now() - startTime > timeoutMs) { + return false; + } + + // Try each classroom + for (const classroom of classrooms) { + // Check if this assignment satisfies all constraints + if (isSafe(currentCourse, classroom, timeSlot, context)) { + // Make the assignment + const assignment: ScheduleAssignment = { + course: currentCourse, + classroom, + timeSlot + }; + context.assignments.push(assignment); + + // Recursively try to schedule the remaining courses + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; + } + + // Backtrack: Remove the assignment and try another option + context.assignments.pop(); + } + } + } + + // No valid assignment found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220172612.ts b/.history/src/backend/services/schedulerService_20251220172612.ts new file mode 100644 index 0000000..e8e1cd6 --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220172612.ts @@ -0,0 +1,1088 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Timeout Check + if (Date.now() - startTime > timeoutMs) return false; + + // Base Case: All courses scheduled + if (index === courses.length) return true; + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (Date.now() - startTime > timeoutMs) return false; + + // 1. Check Student Constraints FIRST (Optimization) + // If students are busy in this slot, don't bother checking rooms + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 2. Find Available Rooms in this Slot + // Identify rooms NOT used in this slot by previous recursive steps + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Sort available rooms: Largest Capacity First (Best for filling large courses) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. Try to Split the Course + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + // Fill rooms until students are covered + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + const count = Math.min(studentsRemaining, room.capacity); + + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count + }); + + studentsRemaining -= count; + } + + // 4. If we successfully found room(s) for ALL students in this slot + if (studentsRemaining <= 0) { + // Commit Assignments + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + // RECURSE: Try to schedule the NEXT course + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; // Found a valid full schedule! + } + + // BACKTRACK: If next steps failed, undo these assignments and try next slot + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + // No valid slot combination found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220172741.ts b/.history/src/backend/services/schedulerService_20251220172741.ts new file mode 100644 index 0000000..0bbbd0c --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220172741.ts @@ -0,0 +1,1089 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + studentCount: number; +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Timeout Check + if (Date.now() - startTime > timeoutMs) return false; + + // Base Case: All courses scheduled + if (index === courses.length) return true; + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (Date.now() - startTime > timeoutMs) return false; + + // 1. Check Student Constraints FIRST (Optimization) + // If students are busy in this slot, don't bother checking rooms + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 2. Find Available Rooms in this Slot + // Identify rooms NOT used in this slot by previous recursive steps + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Sort available rooms: Largest Capacity First (Best for filling large courses) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. Try to Split the Course + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + // Fill rooms until students are covered + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + const count = Math.min(studentsRemaining, room.capacity); + + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count + }); + + studentsRemaining -= count; + } + + // 4. If we successfully found room(s) for ALL students in this slot + if (studentsRemaining <= 0) { + // Commit Assignments + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + // RECURSE: Try to schedule the NEXT course + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; // Found a valid full schedule! + } + + // BACKTRACK: If next steps failed, undo these assignments and try next slot + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + // No valid slot combination found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220172749.ts b/.history/src/backend/services/schedulerService_20251220172749.ts new file mode 100644 index 0000000..0bbbd0c --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220172749.ts @@ -0,0 +1,1089 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + studentCount: number; +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Timeout Check + if (Date.now() - startTime > timeoutMs) return false; + + // Base Case: All courses scheduled + if (index === courses.length) return true; + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (Date.now() - startTime > timeoutMs) return false; + + // 1. Check Student Constraints FIRST (Optimization) + // If students are busy in this slot, don't bother checking rooms + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 2. Find Available Rooms in this Slot + // Identify rooms NOT used in this slot by previous recursive steps + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Sort available rooms: Largest Capacity First (Best for filling large courses) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. Try to Split the Course + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + // Fill rooms until students are covered + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + const count = Math.min(studentsRemaining, room.capacity); + + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count + }); + + studentsRemaining -= count; + } + + // 4. If we successfully found room(s) for ALL students in this slot + if (studentsRemaining <= 0) { + // Commit Assignments + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + // RECURSE: Try to schedule the NEXT course + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; // Found a valid full schedule! + } + + // BACKTRACK: If next steps failed, undo these assignments and try next slot + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + // No valid slot combination found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220172809.ts b/.history/src/backend/services/schedulerService_20251220172809.ts new file mode 100644 index 0000000..70cfced --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220172809.ts @@ -0,0 +1,1089 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Timeout Check + if (Date.now() - startTime > timeoutMs) return false; + + // Base Case: All courses scheduled + if (index === courses.length) return true; + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (Date.now() - startTime > timeoutMs) return false; + + // 1. Check Student Constraints FIRST (Optimization) + // If students are busy in this slot, don't bother checking rooms + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 2. Find Available Rooms in this Slot + // Identify rooms NOT used in this slot by previous recursive steps + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Sort available rooms: Largest Capacity First (Best for filling large courses) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. Try to Split the Course + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + // Fill rooms until students are covered + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + const count = Math.min(studentsRemaining, room.capacity); + + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count + }); + + studentsRemaining -= count; + } + + // 4. If we successfully found room(s) for ALL students in this slot + if (studentsRemaining <= 0) { + // Commit Assignments + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + // RECURSE: Try to schedule the NEXT course + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; // Found a valid full schedule! + } + + // BACKTRACK: If next steps failed, undo these assignments and try next slot + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + // No valid slot combination found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220173731.ts b/.history/src/backend/services/schedulerService_20251220173731.ts new file mode 100644 index 0000000..0d967f4 --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220173731.ts @@ -0,0 +1,1090 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + studentCount:number; + +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Timeout Check + if (Date.now() - startTime > timeoutMs) return false; + + // Base Case: All courses scheduled + if (index === courses.length) return true; + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (Date.now() - startTime > timeoutMs) return false; + + // 1. Check Student Constraints FIRST (Optimization) + // If students are busy in this slot, don't bother checking rooms + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 2. Find Available Rooms in this Slot + // Identify rooms NOT used in this slot by previous recursive steps + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Sort available rooms: Largest Capacity First (Best for filling large courses) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. Try to Split the Course + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + // Fill rooms until students are covered + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + const count = Math.min(studentsRemaining, room.capacity); + + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count + }); + + studentsRemaining -= count; + } + + // 4. If we successfully found room(s) for ALL students in this slot + if (studentsRemaining <= 0) { + // Commit Assignments + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + // RECURSE: Try to schedule the NEXT course + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; // Found a valid full schedule! + } + + // BACKTRACK: If next steps failed, undo these assignments and try next slot + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + // No valid slot combination found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220173812.ts b/.history/src/backend/services/schedulerService_20251220173812.ts new file mode 100644 index 0000000..04df24c --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220173812.ts @@ -0,0 +1,1093 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + studentCount:number; + +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + if (classroom.capacity < course.enrolledStudents) { + return false; + } + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Timeout Check + if (Date.now() - startTime > timeoutMs) return false; + + // Base Case: All courses scheduled + if (index === courses.length) return true; + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (Date.now() - startTime > timeoutMs) return false; + + // 1. Check Student Constraints FIRST (Optimization) + // If students are busy in this slot, don't bother checking rooms + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 2. Find Available Rooms in this Slot + // Identify rooms NOT used in this slot by previous recursive steps + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Sort available rooms: Largest Capacity First (Best for filling large courses) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. Try to Split the Course + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + // Fill rooms until students are covered + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + const count = Math.min(studentsRemaining, room.capacity); + + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count + }); + + studentsRemaining -= count; + } + + // 4. If we successfully found room(s) for ALL students in this slot + if (studentsRemaining <= 0) { + // Commit Assignments + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + // RECURSE: Try to schedule the NEXT course + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; // Found a valid full schedule! + } + + // BACKTRACK: If next steps failed, undo these assignments and try next slot + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + // No valid slot combination found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220173836.ts b/.history/src/backend/services/schedulerService_20251220173836.ts new file mode 100644 index 0000000..a3d3986 --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220173836.ts @@ -0,0 +1,1091 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + studentCount:number; + +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // Timeout Check + if (Date.now() - startTime > timeoutMs) return false; + + // Base Case: All courses scheduled + if (index === courses.length) return true; + + const currentCourse = courses[index]; + + // Try each time slot + for (const timeSlot of timeSlots) { + if (Date.now() - startTime > timeoutMs) return false; + + // 1. Check Student Constraints FIRST (Optimization) + // If students are busy in this slot, don't bother checking rooms + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 2. Find Available Rooms in this Slot + // Identify rooms NOT used in this slot by previous recursive steps + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Sort available rooms: Largest Capacity First (Best for filling large courses) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. Try to Split the Course + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + // Fill rooms until students are covered + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + const count = Math.min(studentsRemaining, room.capacity); + + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count + }); + + studentsRemaining -= count; + } + + // 4. If we successfully found room(s) for ALL students in this slot + if (studentsRemaining <= 0) { + // Commit Assignments + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + // RECURSE: Try to schedule the NEXT course + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; // Found a valid full schedule! + } + + // BACKTRACK: If next steps failed, undo these assignments and try next slot + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + // No valid slot combination found for this course + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220173920.ts b/.history/src/backend/services/schedulerService_20251220173920.ts new file mode 100644 index 0000000..69395f5 --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220173920.ts @@ -0,0 +1,1076 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + studentCount:number; + +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + if (Date.now() - startTime > timeoutMs) return false; + if (index === courses.length) return true; + + const currentCourse = courses[index]; + + for (const timeSlot of timeSlots) { + if (Date.now() - startTime > timeoutMs) return false; + + // 1. Öğrenci Kontrolü + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 2. Müsait Odalar + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. Bölme İşlemi (Split) + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + const count = Math.min(studentsRemaining, room.capacity); + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count + }); + studentsRemaining -= count; + } + + // 4. Eğer Sığdıysa + if (studentsRemaining <= 0) { + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; + } + + // Backtrack: Hepsini Geri Al + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220174411.ts b/.history/src/backend/services/schedulerService_20251220174411.ts new file mode 100644 index 0000000..9c1a148 --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220174411.ts @@ -0,0 +1,1099 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + studentCount:number; + +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + * Strategy: Largest-Fit (Fills largest available rooms first). + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // 1. Timeout ve Base Case Kontrolleri + if (Date.now() - startTime > timeoutMs) return false; + if (index === courses.length) return true; // Tüm dersler atandıysa başarı! + + const currentCourse = courses[index]; + + // 2. Her zaman dilimini sırayla dene + for (const timeSlot of timeSlots) { + // Döngü içi timeout kontrolü (Büyük veride donmayı önler) + if (Date.now() - startTime > timeoutMs) return false; + + // 3. Önce Öğrenci Çakışmasını Kontrol Et (Optimization) + // Eğer öğrencilerin bu saatte başka sınavı varsa, boş oda aramaya gerek yok. + // Not: classrooms[0] dummy olarak verilir, isSafe içinde oda ID'sine bakılmaz (split için). + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 4. Bu saatteki Müsait Odaları Bul + // Daha önce atanmış (dolu) odaların ID'lerini al + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları filtrele ve KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala + // Bu "Largest Fit" stratejisidir. 150 kişilik ders için önce 100'lük, sonra 50'lik odayı seçer. + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 5. Dersi Odalara Bölüştür (Split Logic) + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + // Odalar yettiği sürece doldur + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odaya sığacak kadarını al (Oda kapasitesi mi, kalan öğrenci mi daha az?) + const count = Math.min(studentsRemaining, room.capacity); + + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count // <--- Kritik Nokta: Parçalı öğrenci sayısı + }); + + studentsRemaining -= count; + } + + // 6. Eğer TÜM öğrenciler yerleştiyse (studentsRemaining <= 0) + if (studentsRemaining <= 0) { + // a) Atamaları Yap (Commit) + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + // b) Bir Sonraki Dersi Çözmeyi Dene (Recursive Call) + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; // Zincirleme başarı! + } + + // c) Başarısız Olduysa Geri Al (Backtrack) + // Eklediğimiz parça sayısı kadar pop yapıyoruz. + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + // Bu ders için hiçbir zaman diliminde uygun yer bulunamadı + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220174712.ts b/.history/src/backend/services/schedulerService_20251220174712.ts new file mode 100644 index 0000000..f7cb1d4 --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220174712.ts @@ -0,0 +1,1100 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + studentCount:number; + +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + * Strategy: Largest-Fit (Fills largest available rooms first). + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // 1. Timeout ve Base Case Kontrolleri + if (Date.now() - startTime > timeoutMs) return false; + if (index === courses.length) return true; // Tüm dersler atandıysa başarı! + + const currentCourse = courses[index]; + + // 2. Her zaman dilimini sırayla dene + for (const timeSlot of timeSlots) { + // Döngü içi timeout kontrolü (Büyük veride donmayı önler) + if (Date.now() - startTime > timeoutMs) return false; + + // 3. Önce Öğrenci Çakışmasını Kontrol Et (Optimization) + // Eğer öğrencilerin bu saatte başka sınavı varsa, boş oda aramaya gerek yok. + // Not: classrooms[0] dummy olarak verilir, isSafe içinde oda ID'sine bakılmaz (split için). + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 4. Bu saatteki Müsait Odaları Bul + // Daha önce atanmış (dolu) odaların ID'lerini al + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları filtrele ve KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala + // Bu "Largest Fit" stratejisidir. 150 kişilik ders için önce 100'lük, sonra 50'lik odayı seçer. + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 5. Dersi Odalara Bölüştür (Split Logic) + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + // Odalar yettiği sürece doldur + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odaya sığacak kadarını al (Oda kapasitesi mi, kalan öğrenci mi daha az?) + const count = Math.min(studentsRemaining, room.capacity); + + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count // <--- Kritik Nokta: Parçalı öğrenci sayısı + }); + + studentsRemaining -= count; + } + + // 6. Eğer TÜM öğrenciler yerleştiyse (studentsRemaining <= 0) + if (studentsRemaining <= 0) { + // a) Atamaları Yap (Commit) + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + // b) Bir Sonraki Dersi Çözmeyi Dene (Recursive Call) + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; // Zincirleme başarı! + } + + // c) Başarısız Olduysa Geri Al (Backtrack) + // Eklediğimiz parça sayısı kadar pop yapıyoruz. + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + // Bu ders için hiçbir zaman diliminde uygun yer bulunamadı + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot, + studentCount: number + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251220174738.ts b/.history/src/backend/services/schedulerService_20251220174738.ts new file mode 100644 index 0000000..4f66b78 --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251220174738.ts @@ -0,0 +1,1100 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + studentCount:number; + +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // Priority 1: Capacity issue (no room can fit) + if (roomsWithCapacity.length === 0) { + rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxRoomCapacity + } + }); + } + // Priority 2: Student conflicts blocking all slots + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add a room with ${course.enrolledStudents}+ seats`, + impact: `Will immediately allow scheduling ${course.code}` + }); + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + * Strategy: Largest-Fit (Fills largest available rooms first). + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // 1. Timeout ve Base Case Kontrolleri + if (Date.now() - startTime > timeoutMs) return false; + if (index === courses.length) return true; // Tüm dersler atandıysa başarı! + + const currentCourse = courses[index]; + + // 2. Her zaman dilimini sırayla dene + for (const timeSlot of timeSlots) { + // Döngü içi timeout kontrolü (Büyük veride donmayı önler) + if (Date.now() - startTime > timeoutMs) return false; + + // 3. Önce Öğrenci Çakışmasını Kontrol Et (Optimization) + // Eğer öğrencilerin bu saatte başka sınavı varsa, boş oda aramaya gerek yok. + // Not: classrooms[0] dummy olarak verilir, isSafe içinde oda ID'sine bakılmaz (split için). + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 4. Bu saatteki Müsait Odaları Bul + // Daha önce atanmış (dolu) odaların ID'lerini al + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları filtrele ve KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala + // Bu "Largest Fit" stratejisidir. 150 kişilik ders için önce 100'lük, sonra 50'lik odayı seçer. + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 5. Dersi Odalara Bölüştür (Split Logic) + let studentsRemaining = currentCourse.enrolledStudents; + const potentialAssignments: ScheduleAssignment[] = []; + + // Odalar yettiği sürece doldur + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odaya sığacak kadarını al (Oda kapasitesi mi, kalan öğrenci mi daha az?) + const count = Math.min(studentsRemaining, room.capacity); + + potentialAssignments.push({ + course: currentCourse, + classroom: room, + timeSlot: timeSlot, + studentCount: count // <--- Kritik Nokta: Parçalı öğrenci sayısı + }); + + studentsRemaining -= count; + } + + // 6. Eğer TÜM öğrenciler yerleştiyse (studentsRemaining <= 0) + if (studentsRemaining <= 0) { + // a) Atamaları Yap (Commit) + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + // b) Bir Sonraki Dersi Çözmeyi Dene (Recursive Call) + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; // Zincirleme başarı! + } + + // c) Başarısız Olduysa Geri Al (Backtrack) + // Eklediğimiz parça sayısı kadar pop yapıyoruz. + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + // Bu ders için hiçbir zaman diliminde uygun yer bulunamadı + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + + for (const room of availableRooms) { + if (studentsRemaining <= 0) break; + + // Odayı kullan listesine al + roomsToUse.push(room); + // Öğrencileri bu odaya doldur + studentsRemaining -= room.capacity; + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining <= 0) { + roomsToUse.forEach(room => { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot, + studentCount: room.capacity + }); + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.name, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime + })); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/backend/services/schedulerService_20251221142457.ts b/.history/src/backend/services/schedulerService_20251221142457.ts new file mode 100644 index 0000000..ab66e4c --- /dev/null +++ b/.history/src/backend/services/schedulerService_20251221142457.ts @@ -0,0 +1,1199 @@ +/** + * Exam Scheduling Engine + * + * Implements a Constraint Satisfaction Problem (CSP) solver using + * Recursive Backtracking with the Degree Heuristic for exam scheduling. + */ + +import type { Course, Classroom, Student, ExamSession, GenerationConstraints } from '../../types'; + +// ============================================================================ +// Types +// ============================================================================ + +interface TimeSlot { + id: string; + date: Date; + startTime: Date; + endTime: Date; + dayIndex: number; // 0-based day number in the exam period + slotIndex: number; // 0-based slot number within the day +} + +interface ScheduleAssignment { + course: Course; + classroom: Classroom; + timeSlot: TimeSlot; + studentCount:number; + +} + +/** + * Detailed reason why a course could not be scheduled + */ +interface ConstraintViolation { + type: 'capacity' | 'room_conflict' | 'student_conflict' | 'consecutive_exam' | 'max_daily_exams' | 'min_hours_gap'; + severity: 'blocking' | 'contributing'; + description: string; + details: { + affectedStudentCount?: number; + sampleStudents?: string[]; + conflictingCourses?: string[]; + blockedSlots?: number; + requiredCapacity?: number; + maxAvailableCapacity?: number; + }; +} + +interface FailureReason { + courseCode: string; + courseEnrollment: number; + courseIndex: number; + totalCourses: number; + rootCause: string; + rootCauseType: ConstraintViolation['type']; + constraintViolations: ConstraintViolation[]; + suggestions: { + priority: 'high' | 'medium' | 'low'; + action: string; + impact: string; + }[]; + diagnostics: { + testedSlots: number; + testedRooms: number; + scheduledSoFar: number; + availableSlots: number; + availableRooms: number; + slotsBlockedByStudentConflicts: number; + slotsBlockedByRoomConflicts: number; + roomsBlockedByCapacity: number; + }; +} + +interface ScheduleResult { + success: boolean; + schedule: ExamSession[]; + message: string; + failureDetails?: FailureReason; + stats?: { + totalCourses: number; + scheduledCourses: number; + totalTimeSlots: number; + totalClassrooms: number; + generationTimeMs: number; + }; +} + +// ============================================================================ +// Configuration Constants +// ============================================================================ + +const EXAM_DURATION_HOURS = 2; +const BREAK_BETWEEN_EXAMS_HOURS = 1; +const MAX_EXAMS_PER_DAY_PER_STUDENT = 2; + +// ============================================================================ +// Utility Functions +// ============================================================================ + +/** + * Formats a Date as a local ISO string (preserves local timezone). + * This prevents the UTC conversion that happens with toISOString(). + */ +function toLocalISOString(date: Date): string { + const year = date.getFullYear(); + const month = String(date.getMonth() + 1).padStart(2, '0'); + const day = String(date.getDate()).padStart(2, '0'); + const hours = String(date.getHours()).padStart(2, '0'); + const minutes = String(date.getMinutes()).padStart(2, '0'); + const seconds = String(date.getSeconds()).padStart(2, '0'); + return `${year}-${month}-${day}T${hours}:${minutes}:${seconds}`; +} + +/** + * Generates all available time slots based on the given constraints. + * The break between slots is determined by minHoursBetweenExams (defaults to 1 hour). + */ +function generateTimeSlots(constraints: GenerationConstraints): TimeSlot[] { + const slots: TimeSlot[] = []; + + const startDate = new Date(constraints.startDate); + const endDate = new Date(constraints.endDate); + + // Parse daily time boundaries + const [startHour, startMinute] = constraints.dailyStartTime.split(':').map(Number); + const [endHour, endMinute] = constraints.dailyEndTime.split(':').map(Number); + + // Use the user's minHoursBetweenExams as the break between slots (minimum 1 hour for logistics) + const breakBetweenSlots = Math.max(1, constraints.minHoursBetweenExams ?? 1); + + let dayIndex = 0; + const currentDate = new Date(startDate); + + while (currentDate <= endDate) { + const dayOfWeek = currentDate.getDay(); + + // Skip weekends if not included + if (!constraints.includeWeekends && (dayOfWeek === 0 || dayOfWeek === 6)) { + currentDate.setDate(currentDate.getDate() + 1); + continue; + } + + // Generate slots for this day + let slotIndex = 0; + let currentHour = startHour; + let currentMinute = startMinute; + + while (currentHour + EXAM_DURATION_HOURS <= endHour || + (currentHour + EXAM_DURATION_HOURS === endHour && currentMinute <= endMinute)) { + + const slotStart = new Date(currentDate); + slotStart.setHours(currentHour, currentMinute, 0, 0); + + const slotEnd = new Date(slotStart); + slotEnd.setHours(slotStart.getHours() + EXAM_DURATION_HOURS); + + slots.push({ + id: `day${dayIndex}_slot${slotIndex}`, + date: new Date(currentDate), + startTime: slotStart, + endTime: slotEnd, + dayIndex, + slotIndex + }); + + // Move to next slot (exam duration + user-defined break) + currentHour += EXAM_DURATION_HOURS + breakBetweenSlots; + slotIndex++; + } + + currentDate.setDate(currentDate.getDate() + 1); + dayIndex++; + } + + return slots; +} + +/** + * Sorts courses by difficulty using the Degree Heuristic. + * Courses with more enrolled students are scheduled first (harder to place). + */ +function sortCoursesByDifficulty(courses: Course[]): Course[] { + return [...courses].sort((a, b) => b.enrolledStudents - a.enrolledStudents); +} + +/** + * Builds a lookup map: studentId -> list of courseIds they're enrolled in + */ +function buildStudentCourseMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + map.set(student.id, [...student.enrolledCourses]); + } + return map; +} + +/** + * Builds a lookup map: courseId -> list of studentIds enrolled in it + */ +function buildCourseStudentMap(students: Student[]): Map { + const map = new Map(); + for (const student of students) { + for (const courseId of student.enrolledCourses) { + if (!map.has(courseId)) { + map.set(courseId, []); + } + map.get(courseId)!.push(student.id); + } + } + return map; +} + +// ============================================================================ +// Constraint Validation +// ============================================================================ + +interface ValidationContext { + assignments: ScheduleAssignment[]; + courseStudentMap: Map; + studentCourseMap: Map; + maxExamsPerDay: number; + allowConsecutiveExams: boolean; + minHoursBetweenExams: number; +} + +/** + * Checks if a course can be assigned to a specific classroom and time slot. + * Returns true if all constraints are satisfied. + */ +function isSafe( + course: Course, + classroom: Classroom, + timeSlot: TimeSlot, + context: ValidationContext +): boolean { + // Constraint 1: Capacity Check + // Room must have enough capacity for all enrolled students + + + + // Constraint 2: Room Availability Check + // The classroom must not be already booked at this time + const roomConflict = context.assignments.some( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + return false; + } + + // Get students enrolled in this course + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + + for (const studentId of studentsInCourse) { + // Constraint 3: No Student Conflicts + // A student cannot have two exams at the same time slot + const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + return false; + } + + // Constraint 4: No Consecutive Exams (configurable) + // If disabled, students cannot have exams in consecutive time slots + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + if (a.timeSlot.dayIndex === timeSlot.dayIndex) { + const slotDiff = Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex); + return slotDiff === 1; + } + return false; + }); + if (consecutiveConflict) { + return false; + } + } + + // Constraint 5: Maximum Daily Exams (configurable) + // A student cannot have more than maxExamsPerDay exams on the same day + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && + a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + + if (examsOnSameDay >= context.maxExamsPerDay) { + return false; + } + + // Constraint 6: Minimum Hours Between Exams (configurable) + // Ensure there's at least minHoursBetweenExams gap between exams for same student + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; // Convert hours to ms + const tooCloseExam = context.assignments.some((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) { + return false; + } + // Check if exams are too close in time + const examEnd = a.timeSlot.endTime.getTime(); + const newExamStart = timeSlot.startTime.getTime(); + const existingExamStart = a.timeSlot.startTime.getTime(); + const newExamEnd = timeSlot.endTime.getTime(); + + // Check gap in both directions + const gapAfterExisting = newExamStart - examEnd; + const gapAfterNew = existingExamStart - newExamEnd; + + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + return false; + } + } + } + + return true; +} + +/** + * Analyzes why a course cannot be scheduled in any slot. + * Returns detailed information about constraint violations with root cause analysis. + */ +function getFailureReason( + course: Course, + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + courseIndex: number = 0, + totalCourses: number = 0 +): FailureReason { + const violations: ConstraintViolation[] = []; + + // Diagnostic counters + let slotsBlockedByStudentConflicts = 0; + let slotsBlockedByRoomConflicts = 0; + let roomsBlockedByCapacity = 0; + + // Track different failure types with details + const capacityIssue = { rooms: [] as string[], maxCapacity: 0 }; + const studentConflictMap = new Map; slots: number }>(); + const maxDailyIssue = { affectedStudents: new Set(), blockedDays: new Set() }; + const minHoursIssue = { affectedStudents: new Set(), courses: new Set() }; + const consecutiveIssue = { affectedStudents: new Set(), courses: new Set() }; + + const studentsInCourse = context.courseStudentMap.get(course.id) || []; + const roomsWithCapacity = classrooms.filter(c => c.capacity >= course.enrolledStudents); + + // Calculate capacity stats + const maxRoomCapacity = Math.max(...classrooms.map(c => c.capacity), 0); + roomsBlockedByCapacity = classrooms.length - roomsWithCapacity.length; + + // Analyze each slot + for (const timeSlot of timeSlots) { + for (const classroom of roomsWithCapacity) { + // Check room already booked + const roomConflict = context.assignments.find( + (a) => a.classroom.id === classroom.id && a.timeSlot.id === timeSlot.id + ); + if (roomConflict) { + slotsBlockedByRoomConflicts++; + continue; + } + + // Check student conflicts (most important) + let slotBlocked = false; + for (const studentId of studentsInCourse) { + // Same time conflict + const sameTimeConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; + }); + if (sameTimeConflict) { + if (!studentConflictMap.has(sameTimeConflict.course.code)) { + studentConflictMap.set(sameTimeConflict.course.code, { students: new Set(), slots: 0 }); + } + const entry = studentConflictMap.get(sameTimeConflict.course.code)!; + entry.students.add(studentId); + entry.slots++; + slotsBlockedByStudentConflicts++; + slotBlocked = true; + break; + } + + // Max daily exams + const examsOnSameDay = context.assignments.filter((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + return studentsInAssignedCourse.includes(studentId) && a.timeSlot.dayIndex === timeSlot.dayIndex; + }).length; + if (examsOnSameDay >= context.maxExamsPerDay) { + maxDailyIssue.affectedStudents.add(studentId); + maxDailyIssue.blockedDays.add(timeSlot.dayIndex); + slotBlocked = true; + break; + } + + // Consecutive exams + if (!context.allowConsecutiveExams) { + const consecutiveConflict = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + return a.timeSlot.dayIndex === timeSlot.dayIndex && + Math.abs(a.timeSlot.slotIndex - timeSlot.slotIndex) === 1; + }); + if (consecutiveConflict) { + consecutiveIssue.affectedStudents.add(studentId); + consecutiveIssue.courses.add(consecutiveConflict.course.code); + slotBlocked = true; + break; + } + } + + // Min hours gap + if (context.minHoursBetweenExams > 0) { + const minGapMs = context.minHoursBetweenExams * 60 * 60 * 1000; + const tooCloseExam = context.assignments.find((a) => { + const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; + if (!studentsInAssignedCourse.includes(studentId)) return false; + const gapAfterExisting = timeSlot.startTime.getTime() - a.timeSlot.endTime.getTime(); + const gapAfterNew = a.timeSlot.startTime.getTime() - timeSlot.endTime.getTime(); + return (gapAfterExisting >= 0 && gapAfterExisting < minGapMs) || + (gapAfterNew >= 0 && gapAfterNew < minGapMs); + }); + if (tooCloseExam) { + minHoursIssue.affectedStudents.add(studentId); + minHoursIssue.courses.add(tooCloseExam.course.code); + slotBlocked = true; + break; + } + } + } + } + } + + // Determine root cause and build violations + let rootCause = ''; + let rootCauseType: ConstraintViolation['type'] = 'capacity'; + + // NEW Priority 1: Insufficient TOTAL capacity across rooms, even with splitting + let hasAnySlotEnoughTotalCapacity = false; + let maxPossibleCapacityInAnySingleSlot = 0; + + for (const timeSlot of timeSlots) { + const occupiedRoomIdsAtSlot = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + const totalUnoccupiedCapacityAtSlot = classrooms + .filter(r => !occupiedRoomIdsAtSlot.has(r.id)) + .reduce((sum, room) => sum + room.capacity, 0); + + if (totalUnoccupiedCapacityAtSlot >= course.enrolledStudents) { + hasAnySlotEnoughTotalCapacity = true; + break; + } + maxPossibleCapacityInAnySingleSlot = Math.max(maxPossibleCapacityInAnySingleSlot, totalUnoccupiedCapacityAtSlot); + } + + if (!hasAnySlotEnoughTotalCapacity) { + rootCause = `INSUFFICIENT TOTAL CAPACITY: Course has ${course.enrolledStudents} students. No single time slot has enough total available classroom capacity (max ${maxPossibleCapacityInAnySingleSlot}) to accommodate all students, even with splitting across multiple rooms.`; + rootCauseType = 'capacity'; + violations.push({ + type: 'capacity', + severity: 'blocking', + description: `Required total capacity: ${course.enrolledStudents}. Maximum available total capacity in any single time slot: ${maxPossibleCapacityInAnySingleSlot}.`, + details: { + requiredCapacity: course.enrolledStudents, + maxAvailableCapacity: maxPossibleCapacityInAnySingleSlot + } + }); + } + // Original Priority 1 becomes Priority 2 if the new total capacity check passes + else if (studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + const [conflictCourse, data] = topConflict; + rootCause = `STUDENT CONFLICT: ${data.students.size} students share both ${course.code} and ${conflictCourse}. All available slots are blocked.`; + rootCauseType = 'student_conflict'; + + studentConflictMap.forEach((data, conflictCourse) => { + violations.push({ + type: 'student_conflict', + severity: data.slots > timeSlots.length / 2 ? 'blocking' : 'contributing', + description: `${data.students.size} students also enrolled in ${conflictCourse}`, + details: { + affectedStudentCount: data.students.size, + sampleStudents: [...data.students].slice(0, 3), + conflictingCourses: [conflictCourse], + blockedSlots: data.slots + } + }); + }); + } + // Priority 3: Max daily exams + else if (maxDailyIssue.affectedStudents.size > 0) { + rootCause = `MAX DAILY LIMIT: ${maxDailyIssue.affectedStudents.size} students already have ${context.maxExamsPerDay} exams on ${maxDailyIssue.blockedDays.size} day(s).`; + rootCauseType = 'max_daily_exams'; + violations.push({ + type: 'max_daily_exams', + severity: 'blocking', + description: `Daily limit of ${context.maxExamsPerDay} exams reached for students`, + details: { + affectedStudentCount: maxDailyIssue.affectedStudents.size, + sampleStudents: [...maxDailyIssue.affectedStudents].slice(0, 3), + blockedSlots: maxDailyIssue.blockedDays.size * (timeSlots.length / (new Set(timeSlots.map(t => t.dayIndex)).size || 1)) + } + }); + } + // Priority 4: Min hours gap + else if (minHoursIssue.affectedStudents.size > 0) { + rootCause = `TIME GAP VIOLATION: ${context.minHoursBetweenExams}h gap required but conflicts with ${[...minHoursIssue.courses].join(', ')}.`; + rootCauseType = 'min_hours_gap'; + violations.push({ + type: 'min_hours_gap', + severity: 'blocking', + description: `Need ${context.minHoursBetweenExams}h gap between exams`, + details: { + affectedStudentCount: minHoursIssue.affectedStudents.size, + sampleStudents: [...minHoursIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...minHoursIssue.courses] + } + }); + } + // Priority 5: Consecutive exams + else if (consecutiveIssue.affectedStudents.size > 0) { + rootCause = `CONSECUTIVE EXAM BAN: Would place back-to-back with ${[...consecutiveIssue.courses].join(', ')}.`; + rootCauseType = 'consecutive_exam'; + violations.push({ + type: 'consecutive_exam', + severity: 'blocking', + description: 'Consecutive exams not allowed for same student', + details: { + affectedStudentCount: consecutiveIssue.affectedStudents.size, + sampleStudents: [...consecutiveIssue.affectedStudents].slice(0, 3), + conflictingCourses: [...consecutiveIssue.courses] + } + }); + } + // Fallback: General resource constraint + else { + rootCause = `RESOURCE EXHAUSTED: All time/room combinations are exhausted for ${course.code}.`; + rootCauseType = 'room_conflict'; + violations.push({ + type: 'room_conflict', + severity: 'blocking', + description: 'All available time/room combinations are already used or blocked by other constraints', + details: { blockedSlots: slotsBlockedByRoomConflicts } + }); + } + + // Generate precise suggestions based on root cause + const suggestions: FailureReason['suggestions'] = []; + + if (rootCauseType === 'capacity') { + suggestions.push({ + priority: 'high', + action: `Add more classrooms or increase capacity of existing ones.`, + impact: `Will immediately provide more total seating capacity for ${course.code}` + }); + if (maxPossibleCapacityInAnySingleSlot > 0) { + suggestions.push({ + priority: 'medium', + action: `Consider reducing enrollment for ${course.code} by ${course.enrolledStudents - maxPossibleCapacityInAnySingleSlot} students.`, + impact: `May allow course to fit into existing capacity.` + }); + } + } + + if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { + const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; + suggestions.push({ + priority: 'high', + action: `Add ${Math.ceil(timeSlots.length * 0.3)} more time slots (extend exam period by 1-2 days)`, + impact: `Creates room for ${course.code} and ${topConflict[0]} at different times` + }); + suggestions.push({ + priority: 'medium', + action: `Add ${Math.ceil(roomsWithCapacity.length * 0.5)} more large classrooms`, + impact: 'Enables parallel scheduling of conflicting courses' + }); + } + + if (rootCauseType === 'max_daily_exams') { + suggestions.push({ + priority: 'high', + action: `Increase max exams per day from ${context.maxExamsPerDay} to ${context.maxExamsPerDay + 1}`, + impact: `Frees up ${maxDailyIssue.blockedDays.size} days for ${course.code}` + }); + suggestions.push({ + priority: 'medium', + action: 'Extend exam period by 2+ days', + impact: `Spreads exams over more days for ${maxDailyIssue.affectedStudents.size} students` + }); + } + + if (rootCauseType === 'min_hours_gap') { + suggestions.push({ + priority: 'high', + action: `Reduce minimum hours gap from ${context.minHoursBetweenExams}h to ${Math.max(0, context.minHoursBetweenExams - 1)}h`, + impact: `Opens ${Math.ceil(timeSlots.length * 0.2)} more slot combinations` + }); + } + + if (rootCauseType === 'consecutive_exam') { + suggestions.push({ + priority: 'high', + action: 'Allow consecutive exams (enable in settings)', + impact: `Unblocks slots adjacent to ${[...consecutiveIssue.courses].join(', ')}` + }); + } + + return { + courseCode: course.code, + courseEnrollment: course.enrolledStudents, + courseIndex, + totalCourses, + rootCause, + rootCauseType, + constraintViolations: violations, + suggestions, + diagnostics: { + testedSlots: timeSlots.length, + testedRooms: roomsWithCapacity.length * timeSlots.length, + scheduledSoFar: context.assignments.length, + availableSlots: timeSlots.length, + availableRooms: roomsWithCapacity.length, + slotsBlockedByStudentConflicts, + slotsBlockedByRoomConflicts, + roomsBlockedByCapacity + } + }; +} + +// ============================================================================ +// Backtracking Solver +// ============================================================================ + +/** + * Recursively attempts to schedule all courses using backtracking. + * + * @param courses - List of courses to schedule (sorted by difficulty) + * @param classrooms - Available classrooms + * @param timeSlots - Available time slots + * @param context - Validation context with current assignments + * @param index - Current index in the courses array + * @param iterationCount - Reference object to track iterations + * @param maxIterations - Maximum allowed iterations before timeout + * @returns true if a valid schedule was found, false otherwise + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + * Strategy: Largest-Fit (Fills largest available rooms first). + */ +function solve( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext, + index: number, + startTime: number, + timeoutMs: number +): boolean { + // 1. Timeout ve Base Case Kontrolleri + if (Date.now() - startTime > timeoutMs) return false; + if (index === courses.length) return true; // Tüm dersler atandıysa başarı! + + const currentCourse = courses[index]; + let studentsRemainingForCurrentCourse = currentCourse.enrolledStudents; + + // 2. Her zaman dilimini sırayla dene + for (const timeSlot of timeSlots) { + // Döngü içi timeout kontrolü (Büyük veride donmayı önler) + if (Date.now() - startTime > timeoutMs) return false; + + // 3. Önce Öğrenci Çakışmasını Kontrol Et (Optimization) + // Eğer öğrencilerin bu saatte başka sınavı varsa, boş oda aramaya gerek yok. + // Not: classrooms[0] dummy olarak verilir, isSafe içinde oda ID'sine bakılmaz (split için). + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; + } + + // 4. Bu saatteki Müsait Odaları Bul + // Daha önce atanmış (dolu) odaların ID'lerini al + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları filtrele ve KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala + // Bu "Largest Fit" stratejisidir. 150 kişilik ders için önce 100'lük, sonra 50'lik odayı seçer. + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) // Only consider rooms that are not occupied + .sort((a, b) => b.capacity - a.capacity); // Sort by capacity descending (Largest Fit) + + // 5. Dersi Odalara Bölüştür (Split Logic) + let studentsRemaining = studentsRemainingForCurrentCourse; // Use a local variable for splitting logic + const potentialAssignments: ScheduleAssignment[] = []; + const roomsUsedInCurrentSplit = new Set(); // Keep track of rooms already used for this course split + + while (studentsRemaining > 0) { + // Get rooms that are available (not occupied by another course in this time slot) + // and have not yet been used for *this* course's split. + const currentAvailableRooms = classrooms.filter(r => + !occupiedRoomIds.has(r.id) && !roomsUsedInCurrentSplit.has(r.id) + ); + + if (currentAvailableRooms.length === 0) { + studentsRemaining = -1; // Indicate failure to place all students + break; + } + + // --- Strategy: Prioritize Best Fit for remaining students --- + let bestFitRoom: Classroom | null = null; + let bestFitCapacityDiff = Infinity; // capacity - studentsRemaining, want smallest non-negative difference + + for (const room of currentAvailableRooms) { + if (room.capacity >= studentsRemaining) { // Can this room fit all remaining students? + const diff = room.capacity - studentsRemaining; + if (diff < bestFitCapacityDiff) { // Is it a better fit (smaller difference)? + bestFitCapacityDiff = diff; + bestFitRoom = room; + } + } + } + + if (bestFitRoom) { // Found a room that can fit all remaining students (Best Fit) + potentialAssignments.push({ + course: currentCourse, + classroom: bestFitRoom, + timeSlot: timeSlot, + studentCount: studentsRemaining + }); + roomsUsedInCurrentSplit.add(bestFitRoom.id); + studentsRemaining = 0; // All students placed + } else { // No single room can fit all remaining students, use Largest Fit strategy for current chunk + // Find the largest available and unused room + const largestRoom = currentAvailableRooms.sort((a, b) => b.capacity - a.capacity)[0]; + + const count = Math.min(studentsRemaining, largestRoom.capacity); + potentialAssignments.push({ + course: currentCourse, + classroom: largestRoom, + timeSlot: timeSlot, + studentCount: count + }); + roomsUsedInCurrentSplit.add(largestRoom.id); + studentsRemaining -= count; + } + } + + + if (studentsRemaining === 0) { + + for (const assignment of potentialAssignments) { + context.assignments.push(assignment); + } + + + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; + } + + for (let i = 0; i < potentialAssignments.length; i++) { + context.assignments.pop(); + } + } + } + + return false; +} + +/** + * Greedy scheduling algorithm - faster for large datasets. + * Assigns each course to the first valid time slot/room combination. + * O(courses * timeSlots * classrooms) - much faster than backtracking. + * Returns both success status and detailed failure reason if failed. + */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ +function solveGreedy( + courses: Course[], + classrooms: Classroom[], + timeSlots: TimeSlot[], + context: ValidationContext +): { success: boolean; failureReason?: FailureReason } { + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); + + for (let i = 0; i < courses.length; i++) { + const course = courses[i]; + let placed = false; + + // Her zaman dilimini dene + for (const timeSlot of timeSlots) { + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + const roomsUsedInCurrentSplit = new Set(); + + while (studentsRemaining > 0) { + const currentAvailableRooms = classrooms.filter(r => + !occupiedRoomIds.has(r.id) && !roomsUsedInCurrentSplit.has(r.id) + ); + + if (currentAvailableRooms.length === 0) { + studentsRemaining = -1; // Indicate failure + break; + } + + // --- Strategy: Prioritize Best Fit for remaining students --- + let bestFitRoom: Classroom | null = null; + let bestFitCapacityDiff = Infinity; + + for (const room of currentAvailableRooms) { + if (room.capacity >= studentsRemaining) { + const diff = room.capacity - studentsRemaining; + if (diff < bestFitCapacityDiff) { + bestFitCapacityDiff = diff; + bestFitRoom = room; + } + } + } + + if (bestFitRoom) { // Found a room that can fit all remaining students (Best Fit) + roomsToUse.push(bestFitRoom); + roomsUsedInCurrentSplit.add(bestFitRoom.id); + studentsRemaining = 0; // All students placed + } else { // No single room can fit all remaining students, use Largest Fit strategy + const largestRoom = currentAvailableRooms.sort((a, b) => b.capacity - a.capacity)[0]; + + roomsToUse.push(largestRoom); + roomsUsedInCurrentSplit.add(largestRoom.id); + studentsRemaining -= largestRoom.capacity; + } + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining === 0) { + let studentsToAssign = course.enrolledStudents; + roomsToUse.forEach(room => { + const count = Math.min(studentsToAssign, room.capacity); + if (count > 0) { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot, + studentCount: count + }); + studentsToAssign -= count; + } + }); + placed = true; + } + } + + if (!placed) { + const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); + return { success: false, failureReason }; + } + } + + console.log(`SUCCESS: All ${courses.length} courses scheduled!`); + return { success: true }; +} + +// ============================================================================ +// Main Scheduling Function +// ============================================================================ + +/** + * Generates an exam schedule based on the provided data and constraints. + * + * @param courses - List of courses requiring exams + * @param classrooms - Available classrooms + * @param students - List of students with their course enrollments + * @param constraints - Scheduling constraints (dates, times, etc.) + * @returns ScheduleResult with success status and generated schedule + */ +export function generateSchedule( + courses: Course[], + classrooms: Classroom[], + students: Student[], + constraints: GenerationConstraints +): ScheduleResult { + console.log('SCHEDULER INPUT CLASSROOMS:', JSON.stringify(classrooms, null, 2)); + const startTime = Date.now(); + + // Validate input + if (courses.length === 0) { + return { + success: false, + schedule: [], + message: 'No courses provided for scheduling.' + }; + } + + if (classrooms.length === 0) { + return { + success: false, + schedule: [], + message: 'No classrooms available for scheduling.' + }; + } + + // Generate time slots + const timeSlots = generateTimeSlots(constraints); + + if (timeSlots.length === 0) { + return { + success: false, + schedule: [], + message: 'No valid time slots available. Check your date range and daily time settings.' + }; + } + + // Diagnostic: Show time slot analysis + const uniqueDays = new Set(timeSlots.map(t => t.dayIndex)).size; + const slotsPerDay = timeSlots.length / uniqueDays; + const maxParallelCapacity = timeSlots.length * classrooms.length; + console.log('========== SCHEDULING CAPACITY ANALYSIS =========='); + console.log(`📅 Days: ${uniqueDays}`); + console.log(`⏰ Slots per day: ${slotsPerDay}`); + console.log(`🏫 Total time slots: ${timeSlots.length}`); + console.log(`🚪 Classrooms: ${classrooms.length}`); + console.log(`📚 Courses to schedule: ${courses.length}`); + console.log(`📊 Max theoretical capacity: ${maxParallelCapacity} (${timeSlots.length} slots × ${classrooms.length} rooms)`); + console.log(`✅ Feasibility: ${maxParallelCapacity >= courses.length ? 'POSSIBLE' : 'IMPOSSIBLE - need more slots or rooms'}`); + console.log('=================================================='); + + // Sort courses by difficulty (Degree Heuristic) + const sortedCourses = sortCoursesByDifficulty(courses); + + // Build lookup maps for efficient constraint checking + const courseStudentMap = buildCourseStudentMap(students); + const studentCourseMap = buildStudentCourseMap(students); + + // Diagnostic: Analyze student conflicts to estimate actual capacity needed + let maxCoursesPerStudent = 0; + let studentsWithMultipleCourses = 0; + studentCourseMap.forEach((courseIds) => { + if (courseIds.length > 1) studentsWithMultipleCourses++; + maxCoursesPerStudent = Math.max(maxCoursesPerStudent, courseIds.length); + }); + + // With maxExamsPerDay constraint, a student with N courses needs at least ceil(N / maxExamsPerDay) days + const maxExamsPerDay = constraints.maxExamsPerDay ?? 2; + const minDaysNeeded = Math.ceil(maxCoursesPerStudent / maxExamsPerDay); + const minSlotsNeeded = maxCoursesPerStudent; // Each course for that student needs a different slot + + console.log('========== STUDENT CONFLICT ANALYSIS =========='); + console.log(`👥 Students with 2+ courses: ${studentsWithMultipleCourses}`); + console.log(`📚 Max courses per student: ${maxCoursesPerStudent}`); + console.log(`📅 Max exams per day allowed: ${maxExamsPerDay}`); + console.log(`⚠️ Min days needed for busiest student: ${minDaysNeeded}`); + console.log(`⚠️ Min SEQUENTIAL slots needed: ${minSlotsNeeded} (can't parallelize for same student)`); + if (minSlotsNeeded > timeSlots.length) { + console.log(`❌ PROBLEM: Need ${minSlotsNeeded} sequential slots but only have ${timeSlots.length}!`); + } + console.log('================================================'); + + // Initialize validation context with configurable constraints + const context: ValidationContext = { + assignments: [], + courseStudentMap, + studentCourseMap, + maxExamsPerDay, + allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, + minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 + }; + + + // Choose algorithm based on dataset size + // Greedy: Fast, good for large datasets (50+ courses) + // Backtracking: Slower but can find solutions where greedy fails (small datasets) + const useGreedy = courses.length >= 50; + let success: boolean; + let timedOut = false; + let failureDetails: FailureReason | undefined; + + if (useGreedy) { + console.log(`Using GREEDY algorithm for ${courses.length} courses (fast mode)`); + const greedyResult = solveGreedy(sortedCourses, classrooms, timeSlots, context); + success = greedyResult.success; + failureDetails = greedyResult.failureReason; + } else { + // Use backtracking with timeout for smaller datasets + const baseTimeout = 5000; + const scaleFactor = Math.max(1, Math.ceil(courses.length / 20)); + const timeoutMs = Math.min(baseTimeout * scaleFactor, 30000); + console.log(`Using BACKTRACKING algorithm for ${courses.length} courses (timeout: ${timeoutMs}ms)`); + success = solve(sortedCourses, classrooms, timeSlots, context, 0, startTime, timeoutMs); + timedOut = (Date.now() - startTime) >= timeoutMs; + + // If backtracking failed, get failure reason for the first unscheduled course + if (!success && sortedCourses.length > context.assignments.length) { + const failedCourseIndex = context.assignments.length; + const failedCourse = sortedCourses[failedCourseIndex]; + failureDetails = getFailureReason(failedCourse, classrooms, timeSlots, context, failedCourseIndex, sortedCourses.length); + } + } + + const endTime = Date.now(); + + if (!success) { + // Build detailed error message + let detailedMessage = timedOut + ? '⏱️ TIMEOUT: The algorithm took too long searching for a valid schedule.\n' + : '❌ SCHEDULING FAILED\n'; + + if (failureDetails) { + // Header with progress info + detailedMessage += `\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + detailedMessage += `📊 Progress: ${failureDetails.diagnostics.scheduledSoFar}/${failureDetails.totalCourses} courses scheduled\n`; + detailedMessage += `🚫 Failed at: ${failureDetails.courseCode} (${failureDetails.courseEnrollment} students)\n`; + detailedMessage += `━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n`; + + // Root cause (the main reason) + detailedMessage += `\n🔍 ROOT CAUSE:\n`; + detailedMessage += ` ${failureDetails.rootCause}\n`; + + // Suggestions with priority + if (failureDetails.suggestions.length > 0) { + detailedMessage += `\n💡 HOW TO FIX:\n`; + failureDetails.suggestions.forEach((s, i) => { + const icon = s.priority === 'high' ? '🔴' : s.priority === 'medium' ? '🟡' : '🟢'; + detailedMessage += ` ${icon} ${s.action}\n`; + detailedMessage += ` → ${s.impact}\n`; + }); + } + + // Diagnostics summary + detailedMessage += `\n📈 DIAGNOSTICS:\n`; + detailedMessage += ` • Tested: ${failureDetails.diagnostics.testedSlots} slots × ${failureDetails.diagnostics.availableRooms} rooms\n`; + detailedMessage += ` • Blocked by student conflicts: ${failureDetails.diagnostics.slotsBlockedByStudentConflicts} combinations\n`; + detailedMessage += ` • Blocked by room conflicts: ${failureDetails.diagnostics.slotsBlockedByRoomConflicts} combinations\n`; + if (failureDetails.diagnostics.roomsBlockedByCapacity > 0) { + detailedMessage += ` • Rooms too small: ${failureDetails.diagnostics.roomsBlockedByCapacity}/${classrooms.length}\n`; + } + } else { + detailedMessage += '\nNo detailed failure information available.'; + } + + return { + success: false, + schedule: [], + message: detailedMessage, + failureDetails, + stats: { + totalCourses: courses.length, + scheduledCourses: context.assignments.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; + } + + // Convert assignments to ExamSessions + // Use classroom.name as the classroomId since app.tsx maps classroom id to name + const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ + id: `exam_${idx + 1}`, + courseId: a.course.id, + classroomId: a.classroom.id, + startTime: a.timeSlot.startTime, + endTime: a.timeSlot.endTime, + studentCount: a.studentCount + })); + + console.log('SCHEDULER OUTPUT SCHEDULE:', JSON.stringify(schedule, null, 2)); + + return { + success: true, + schedule, + message: `Successfully scheduled ${schedule.length} exams.`, + stats: { + totalCourses: courses.length, + scheduledCourses: schedule.length, + totalTimeSlots: timeSlots.length, + totalClassrooms: classrooms.length, + generationTimeMs: endTime - startTime + } + }; +} + +// ============================================================================ +// Schedule Validation (for imported/modified schedules) +// ============================================================================ + +/** + * Validates an existing schedule against all constraints. + * Useful for checking imported schedules or manual modifications. + */ +export function validateSchedule( + schedule: ExamSession[], + courses: Course[], + classrooms: Classroom[], + students: Student[] +): { valid: boolean; violations: string[] } { + const violations: string[] = []; + + // Build lookup maps + const courseMap = new Map(courses.map(c => [c.id, c])); + const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseStudentMap = buildCourseStudentMap(students); + + for (const session of schedule) { + const course = courseMap.get(session.courseId); + const classroom = classroomMap.get(session.classroomId); + + if (!course) { + violations.push(`Session ${session.id}: Course ${session.courseId} not found.`); + continue; + } + + if (!classroom) { + violations.push(`Session ${session.id}: Classroom ${session.classroomId} not found.`); + continue; + } + + // Check capacity + if (classroom.capacity < course.enrolledStudents) { + violations.push( + `Session ${session.id}: Classroom ${classroom.name} (capacity ${classroom.capacity}) ` + + `cannot fit ${course.enrolledStudents} students from ${course.code}.` + ); + } + } + + // Check for time conflicts + for (let i = 0; i < schedule.length; i++) { + for (let j = i + 1; j < schedule.length; j++) { + const s1 = schedule[i]; + const s2 = schedule[j]; + + // Check same room at same time + if (s1.classroomId === s2.classroomId) { + if (s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Room conflict: ${s1.courseId} and ${s2.courseId} overlap in classroom ${s1.classroomId}.` + ); + } + } + + // Check student conflicts + const students1 = courseStudentMap.get(s1.courseId) || []; + const students2 = courseStudentMap.get(s2.courseId) || []; + const commonStudents = students1.filter(s => students2.includes(s)); + + if (commonStudents.length > 0 && + s1.startTime < s2.endTime && s2.startTime < s1.endTime) { + violations.push( + `Student conflict: ${commonStudents.length} student(s) have overlapping exams ` + + `for ${s1.courseId} and ${s2.courseId}.` + ); + } + } + } + + return { + valid: violations.length === 0, + violations + }; +} diff --git a/.history/src/components/DataInput_20251221022845.tsx b/.history/src/components/DataInput_20251221022845.tsx new file mode 100644 index 0000000..5f3637d --- /dev/null +++ b/.history/src/components/DataInput_20251221022845.tsx @@ -0,0 +1,1261 @@ +import React, { useState, useRef } from 'react'; +import { useTranslation } from 'react-i18next'; +import { useNotification } from '../context/NotificationContext'; +import { Course, Classroom, Student } from '../types'; + +interface DataInputProps { + courses: Course[]; + setCourses: React.Dispatch>; + classrooms: Classroom[]; + setClassrooms: React.Dispatch>; + students: Student[]; + setStudents: React.Dispatch>; + setSchedule: React.Dispatch>; +} + +type Tab = 'courses' | 'classrooms' | 'students'|'enrollments'; + +interface EditModalProps { + item: Course | Classroom; + type: 'courses' | 'classrooms'; + mode: 'add' | 'edit'; + onClose: () => void; + onSave: (updatedItem: any) => void; +} + +const EditModal: React.FC = ({ item, type, mode, onClose, onSave }) => { + const { t } = useTranslation(); + const [formData, setFormData] = useState({ ...item }); + + const isCourse = type === 'courses'; + + const handleChange = (e: React.ChangeEvent) => { + const { name, value, type: inputType } = e.target; + + if (name === 'capacity') { + if (value === '') { + setFormData((prev: any) => ({ ...prev, [name]: '' })); + } else if (/^\d+$/.test(value)) { + setFormData((prev: any) => ({ ...prev, [name]: parseInt(value, 10) })); + } + return; + } + + setFormData((prev: any) => ({ + ...prev, + [name]: inputType === 'number' ? parseInt(value, 10) : value + })); + }; + + + + const handleSubmit = (e: React.FormEvent) => { + e.preventDefault(); + const finalData = { ...formData }; + if (!isCourse && (typeof finalData.capacity !== 'number' || isNaN(finalData.capacity))) { + finalData.capacity = 0; + } + onSave(finalData); + }; + + return ( +
+
+
+

+ {mode === 'add' ? t('dataInput.addNew') : t('common.edit')} {isCourse ? t('dataInput.courses') : t('dataInput.classrooms')} +

+ +
+
+ {isCourse ? ( + <> +
+ + +
+
+ + +
+ +
+ + +

{t('dataInput.calculatedAutomatically')}

+
+ + ) : ( + <> +
+ + +
+
+ + +
+
+ + +
+ + + )} + +
+ + +
+
+
+
+ ); +}; + +interface ImportStatus { + fileName: string; + count: number; +} + +interface StudentImportModalProps { + onClose: () => void; + onSelectStudentInfo: () => void; + onSelectAttendance: () => void; + studentInfoStatus: ImportStatus | null; + attendanceStatus: ImportStatus | null; + onSave: () => void; +} + +const StudentImportModal: React.FC = ({ + onClose, + onSelectStudentInfo, + onSelectAttendance, + studentInfoStatus, + attendanceStatus, + onSave +}) => { + const { t } = useTranslation(); + + return ( +
+
+
+

+ {t('dataInput.importStudentsTitle') || 'Import Student Data'} +

+ +
+
+

+ {t('dataInput.importStudentsDesc') || 'Select the type of file you want to import:'} +

+ + {/* Student Info Card */} +
+
+
+ + + + + + +
+
+

+ {t('dataInput.importStudentInfo') || 'Student Information'} +

+

+ {studentInfoStatus + ? {studentInfoStatus.fileName}
{studentInfoStatus.count} records found + : (t('dataInput.importStudentInfoDesc') || 'Import a file containing student IDs and names (e.g., realData_AllStudents.csv)') + } +

+
+
+ {studentInfoStatus ? ( + + ) : ( + + )} +
+
+
+ + {/* Attendance Card */} +
+
+
+ + + + + + + +
+
+

+ {t('dataInput.importAttendance') || 'Attendance Data'} +

+

+ {attendanceStatus + ? {attendanceStatus.fileName}
{attendanceStatus.count} records found + : (t('dataInput.importAttendanceDesc') || 'Import a file containing course-student enrollments (e.g., realData_AllAttendanceLists.csv)') + } +

+
+
+ {attendanceStatus ? ( + + ) : ( + + )} +
+
+
+
+
+ +
+
+
+ ); +}; + +export const DataInput: React.FC = ({ + courses, setCourses, classrooms, setClassrooms, students, setStudents +}) => { + const { t } = useTranslation(); + const { showNotification } = useNotification(); + const [activeTab, setActiveTab] = useState('courses'); + const [searchQuery, setSearchQuery] = useState(''); + const [sortConfig, setSortConfig] = useState<{ column: string; direction: 'asc' | 'desc' } | null>(null); + const fileInputRef = useRef(null); + + + const studentInfoFileInputRef = useRef(null); + const attendanceFileInputRef = useRef(null); + + const [editingItem, setEditingItem] = useState(null); + const [isModalOpen, setIsModalOpen] = useState(false); + const [modalMode, setModalMode] = useState<'add' | 'edit'>('edit'); + const [isClearMenuOpen, setIsClearMenuOpen] = useState(false); + const [isStudentImportModalOpen, setIsStudentImportModalOpen] = useState(false); + + // Status state for the modal + const [studentInfoStatus, setStudentInfoStatus] = useState(null); + const [attendanceStatus, setAttendanceStatus] = useState(null); + + // Buffers for storing data during modal session + const tempStudentMap = useRef>(new Map()); // ID -> Name + const tempAttendanceMap = useRef>>(new Map()); // ID -> Set + + const handleClearData = async (type: 'all' | 'courses' | 'classrooms' | 'students') => { + const confirmMessage = type === 'all' + ? t('dataInput.confirmDeleteAll') + : t('dataInput.confirmDeleteSection', { section: type }); + + if (window.confirm(confirmMessage)) { + if (type === 'all') { + // 1. Clear input data from DB + await window.api.clearCourses(); + await window.api.clearClassrooms(); + await window.api.clearStudents(); + await window.api.clearSchedule(); + + // 2. Update frontend state + setCourses([]); + setClassrooms([]); + setStudents([]); + setSchedule([]); // Assuming this setter is for the schedule data + + showNotification("All data and generated schedules have been wiped.", 'success'); + + } else if (type === 'courses') { + await window.api.clearCourses(); + setCourses([]); + } else if (type === 'classrooms') { + await window.api.clearClassrooms(); + setClassrooms([]); + } else if (type === 'students') { + await window.api.clearStudents(); + setStudents([]); + } + setIsClearMenuOpen(false); + } + }; + // Detects file type based on specific header strings or formatting + + // Helper to distinguish between standard Student lists and Attendance/Enrollment lists + + const detectFileType = (text: string): string => { + const upperText = text.toUpperCase(); + + // Student Info files always contain this header + if (upperText.includes('ALL OF THE STUDENTS')) return 'students'; + + // Course files header + if (upperText.includes('ALL OF THE COURSES')) return 'courses'; + + // Classroom files header + if (upperText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; + + // Attendance/Enrollment files contain the list format like [ 'ID1', 'ID2' ] + if (text.includes('[') && text.includes(']')) return 'enrollments'; + + return 'unknown'; + }; + + +const handleAttendanceFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + // CONSTRAINT: Prevent import if Courses or Students (in-app or temporary) are missing + const studentsAvailable = students.length > 0 || tempStudentMap.current.size > 0; + if (courses.length === 0 || !studentsAvailable) { + showNotification("Dependency Error: Please import Courses and student information before importing attendance!", 'error'); + e.target.value = ''; + return; + } + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Ensure the user is uploading an actual Enrollment file + if (detectFileType(text) !== 'enrollments') { + showNotification("Format Error: This file is not a valid attendance list file!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + const map = extractAttendanceMap(rows); + + // Combine students from app state and the temporary import buffer + const allAvailableStudentIds = new Set(students.map(s => s.id.toUpperCase())); + tempStudentMap.current.forEach((_name, id) => { + allAvailableStudentIds.add(id.toUpperCase()); + }); + + let matchCount = 0; + let skipCount = 0; + + map.forEach((val, key) => { + if (allAvailableStudentIds.has(key.toUpperCase())) { + if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); + val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + matchCount++; + } else { + skipCount++; + } + }); + + if (matchCount > 0) { + setAttendanceStatus({ fileName: file.name, count: matchCount }); + if (skipCount > 0) { + showNotification(`Identified ${matchCount} valid students. Ignored ${skipCount} unknown students.`, 'info'); + } else { + showNotification(`Identified ${matchCount} valid students.`, 'success'); + } + } else { + showNotification("Import Warning: No matching students found from the attendance file.", 'error'); + } + } catch (err) { + showNotification("Parse Error: Failed to analyze the attendance file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleImportClick = () => { + if (activeTab === 'students') { + // Reset status and buffers when opening + setStudentInfoStatus(null); + setAttendanceStatus(null); + tempStudentMap.current.clear(); + tempAttendanceMap.current.clear(); + setIsStudentImportModalOpen(true); + } else { + fileInputRef.current?.click(); + } + }; + + + const handleStudentInfoImport = () => { + // Do not close modal here anymore + studentInfoFileInputRef.current?.click(); + }; + + const handleAttendanceImport = () => { + // Do not close modal here anymore + attendanceFileInputRef.current?.click(); + }; + + + const handleEditClick = (item: Course | Classroom) => { + setEditingItem(item); + setModalMode('edit'); + setIsModalOpen(true); + }; + + const handleAddClick = () => { + if (activeTab === 'students') return; + + setModalMode('add'); + if (activeTab === 'courses') { + setEditingItem({ id: '', code: '', name: '', enrolledStudents: 0 }); + } else if (activeTab === 'classrooms') { + setEditingItem({ id: '', name: '', capacity: 0, building: '' }); + } + setIsModalOpen(true); + }; + + const handleSaveItem = async (updatedItem: any) => { + if (activeTab === 'courses') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.code }; + // For single add, we might want a single add API, but for now let's use bulk or just update local state? + // The user asked to fix "Imported data", but manual add should probably also persist. + // The current plan focused on Import. Let's stick to fixing Import first, but ideally we should fix manual add too. + // However, the current `addCourse` in preload only takes `course`. + // Let's assume for now we just update state for manual add, or better, call the API if available. + // `window.api.addCourse` exists. + await window.api.addCourse(newItem); + setCourses(prev => [...prev, newItem]); + } else { + // Update not implemented in backend yet for single item update. + // Just update local state for now. + setCourses(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'classrooms') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.name }; + // No single add API for classrooms yet in my plan, but I can use bulk with 1 item. + await window.api.addClassroomsBulk([newItem]); + setClassrooms(prev => [...prev, newItem]); + } else { + setClassrooms(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } + setIsModalOpen(false); + setEditingItem(null); + }; + + + const parseCourseListFile = async (rows: string[]) => { + const newCourses: { id: string, code: string, name: string, enrolledStudents: number }[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE COURSES") || !row.trim()) return; + + const code = row.trim(); + newCourses.push({ + id: code, + code: code, + name: `Course ${code}`, + enrolledStudents: 0, + }); + }); + + if (newCourses.length > 0) { + await window.api.addCoursesBulk(newCourses); + // After bulk adding, get the complete fresh list from the DB + const allSavedCourses = await window.api.getCourses(); + // Map it correctly + const mappedCourses = allSavedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + // Replace the entire state + setCourses(mappedCourses); + showNotification(t('dataInput.importedCourses', { count: newCourses.length }), 'success'); + } + }; + + const parseClassroomFile = async (rows: string[]) => { + const newRooms: { name: string; capacity: number; building: string }[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE CLASSROOMS") || !row.trim()) return; + + const parts = row.split(';'); + if (parts.length >= 2) { + const name = parts[0].trim(); + const capacity = parseInt(parts[1].trim(), 10); + + newRooms.push({ + name: name, + capacity: isNaN(capacity) ? 0 : capacity, + building: 'Main Hall' + }); + } + }); + + if (newRooms.length > 0) { + await window.api.addClassroomsBulk(newRooms); + // After bulk adding, get the complete fresh list from the DB + const allSavedRooms = await window.api.getClassrooms(); + // Map it correctly + const mappedRooms = allSavedRooms.map((r: any) => ({ + id: r.id.toString(), // The correct mapping + name: r.name, + capacity: r.capacity, + building: r.building + })); + // Replace the entire state, not just append + setClassrooms(mappedRooms); + showNotification(t('dataInput.importedClassrooms', { count: newRooms.length }), 'success'); + } + }; + + + // --- Pure Parsing Logic --- + + const extractStudentMap = (rows: string[]): Map => { + const map = new Map(); + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow || cleanRow.includes("ALL OF THE STUDENTS")) return; + // Assuming format: ID;Name + // The previous logic was: const [student_id, student_name] = row.split(';'); + // But parseSimpleStudentList used just cleanRow as ID and generated name. + // Let's check parseSimpleStudentList again. + // It did: studentId = cleanRow; name = Student {studentId} + // Wait, the original `parseSimpleStudentList` I saw in Step 29/30 had split(';') logic commented out or replaced? + // In Step 29, line 316: `const studentId = cleanRow;` + // In Step 18 (summary): `realData_AllStudents.csv` format `student_id;student_name`. + // The code in Step 29 seemed to simplify it. + // Let's try to handle both if possible, or stick to what the code was doing. + // The code at line 424 (viewed in Step 138) was: `const studentId = cleanRow;` + // And name: `Student ${studentId}` + // BUT the user says "Student Information" file. + // Let's look at `realData_AllStudents.csv` content from Step 18 summary: `student_id;student_name` + // If the code was just taking the whole row as ID, that might be a bug or I misread. + // Let's try to split by semicolon if present. + if (cleanRow.includes(';')) { + const [id, name] = cleanRow.split(';'); + if (id) map.set(id.trim(), name?.trim() || `Student ${id.trim()}`); + } else { + map.set(cleanRow, `Student ${cleanRow}`); + } + }); + return map; + }; + + const extractAttendanceMap = (rows: string[]): Map> => { + const map = new Map>(); + let currentCourseCode = ''; + + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow) return; + + if (cleanRow.startsWith('[')) { + if (!currentCourseCode) return; + const content = cleanRow.slice(1, -1); + // The regex replace might be needed for quoted strings + const studentIds = content.split(',').map(s => s.trim().replace(/^['"]|['"]$/g, '')); + studentIds.forEach(sId => { + if (!sId) return; + if (!map.has(sId)) map.set(sId, new Set()); + map.get(sId)?.add(currentCourseCode); + }); + } else { + // Heuristic for course code vs empty line + if (cleanRow.length < 50 && !cleanRow.startsWith('[')) currentCourseCode = cleanRow; + } + }); + return map; + }; + + const saveMergedData = async () => { + // Merge buffers + const allStudentIds = new Set([...tempStudentMap.current.keys(), ...tempAttendanceMap.current.keys()]); + const newStudents: any[] = []; + + allStudentIds.forEach(id => { + const name = tempStudentMap.current.get(id) || `Student ${id.split('_')[2] || id}`; + const courses = tempAttendanceMap.current.get(id) || new Set(); + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + + // Refresh data + const savedStudents = await window.api.getStudents(); + const mappedStudents = savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + })); + setStudents(mappedStudents); + + // Refresh courses for enrolled counts + const savedCourses = await window.api.getCourses(); + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + setCourses(mappedCourses); + + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + } else { + // Maybe show error if nothing to save? + // But if they clicked Done with nothing, maybe just close. + } + setIsStudentImportModalOpen(false); + }; + + // --- Parsing Wrappers for ProcessCSV (Legacy/Direct) --- + + // Updated to use the correct logic but immediately save (same behavior as before but cleaner) + const parseSimpleStudentList = async (rows: string[]): Promise => { + const map = extractStudentMap(rows); + // We need to merge this with potentially existing data? + // processCSV is usually for bulk import of everything. + // For safely: we just save what we found. + const newStudents: any[] = []; + map.forEach((name, id) => { + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: [] + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + // Refreshes local state from the database to ensure UI is up to date + const refreshSystemData = async () => { + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + + const savedCourses = await window.api.getCourses(); + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + }; + + // Processes the attendance file and links ONLY existing students to existing courses + // Processes attendance by matching file data against existing system data + const parseStudentAttendanceFile = async (rows: string[]): Promise => { + const rawMap = extractAttendanceMap(rows); + const validEnrollments: any[] = []; + + // Create lookup sets for O(1) performance + const existingStudentIds = new Set(students.map(s => s.id.toUpperCase())); + const existingCourseCodes = new Set(courses.map(c => c.code.toUpperCase())); + + let totalFoundInFile = 0; + let matchedCount = 0; + let missingStudentsCount = 0; + + rawMap.forEach((courseCodes, studentId) => { + const normalizedId = studentId.toUpperCase(); + totalFoundInFile++; + + // CHECK: Does this student exist in the Students tab? + if (existingStudentIds.has(normalizedId)) { + // Filter courses: only keep those that exist in the Courses tab + const validCourses = Array.from(courseCodes).filter(code => + existingCourseCodes.has(code.toUpperCase()) + ); + + if (validCourses.length > 0) { + validEnrollments.push({ + studentNumber: studentId, + name: "", // Leave empty; backend won't update existing names + enrolledCourses: validCourses + }); + matchedCount++; + } + } else { + // Student not found in system - increment skip counter + missingStudentsCount++; + } + }); + + // If we found at least one match, proceed with the import + if (validEnrollments.length > 0) { + await window.api.addStudentsBulk(validEnrollments); + + // Notify user about the partial success and the missing students + if (missingStudentsCount > 0) { + showNotification( + `Matched ${matchedCount} students. Records not found for ${missingStudentsCount} students in the list.`, + 'success' + ); + } else { + showNotification(`Successfully matched all ${matchedCount} students.`, 'success'); + } + + // Refresh UI data + await refreshSystemData(); + return matchedCount; + } else { + showNotification(`Import Failed: None of the ${totalFoundInFile} students in this file exist in your system.`, 'error'); + return 0; + } + }; + + const processCSV = (text: string) => { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + if (rows.length === 0) return; + + if (activeTab === 'classrooms') { + if (text.includes(';') || rows[0].includes('CLASSROOMS')) { + parseClassroomFile(rows); + } else { + showNotification(t('dataInput.formatError'), 'error'); + } + } else if (activeTab === 'courses') { + if (rows[0].includes('COURSES IN THE SYSTEM') || rows.some(r => r.startsWith('CourseCode_'))) { + parseCourseListFile(rows); + } else { + showNotification(t('dataInput.formatError'), 'error'); + } + } else if (activeTab === 'students') { + if (text.includes('[') && text.includes(']')) { + parseStudentAttendanceFile(rows); + } else if (rows[0].includes('ALL OF THE STUDENTS') || rows.some(r => r.startsWith('Std_ID_'))) { + parseSimpleStudentList(rows); + } else { + showNotification(t('dataInput.formatError'), 'error'); + } + } + }; + +const handleFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = (event) => { + const text = event.target?.result as string; + const actualType = detectFileType(text); + + // VALIDATION: Ensure the file type matches the current active tab + if (actualType !== activeTab) { + showNotification(`Tab Mismatch: You cannot upload ${actualType} file in ${activeTab} tab!`, 'error'); + return; + } + + try { + processCSV(text); + } catch (err) { + showNotification("Import Error: Failed to process the CSV file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + // Handles the Student Information file upload + // Blocks Attendance files to prevent "ghost" students + const handleStudentInfoFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Check what kind of file this actually is + const actualType = detectFileType(text); + + // SECURITY: If user tries to upload Attendance as Student Info + if (actualType === 'enrollments') { + showNotification("Format Error: You cannot upload an Attendance List as Student Information!", 'error'); + return; + } + + // SECURITY: Ensure it's a student list + if (actualType !== 'students' && actualType !== 'unknown') { + showNotification("Format Error: This file does not contain valid Student Information!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + // Extract students and store them in the temporary map + const map = extractStudentMap(rows); + map.forEach((val, key) => tempStudentMap.current.set(key, val)); + + setStudentInfoStatus({ fileName: file.name, count: map.size }); + showNotification(`Successfully loaded ${map.size} students. Click 'Done' to save.`, 'success'); + } catch (err) { + showNotification("Parse Error: Failed to process the student info file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; // Reset to allow re-selection + }; + + + + // Clear search and sort when switching tabs + React.useEffect(() => { + setSearchQuery(''); + setSortConfig(null); + }, [activeTab]); + + // Toggle sort for a column + const toggleSort = (column: string) => { + setSortConfig(prev => { + if (prev?.column === column) { + // Toggle direction or clear if already desc + if (prev.direction === 'asc') { + return { column, direction: 'desc' }; + } + return null; // Clear sort + } + return { column, direction: 'asc' }; + }); + }; + + // Sort icon component + const SortIcon = ({ column }: { column: string }) => { + const isActive = sortConfig?.column === column; + const isAsc = isActive && sortConfig?.direction === 'asc'; + const isDesc = isActive && sortConfig?.direction === 'desc'; + + return ( + + + + + + + + + ); + }; + + // Get filtered and sorted data + const getFilteredData = () => { + const query = searchQuery.toLowerCase().trim(); + + // Filter + let filteredCourses = query + ? courses.filter(c => + c.code.toLowerCase().includes(query) || + c.name.toLowerCase().includes(query) + ) + : [...courses]; + + let filteredClassrooms = query + ? classrooms.filter(r => + r.name.toLowerCase().includes(query) || + r.building.toLowerCase().includes(query) + ) + : [...classrooms]; + + let filteredStudents = query + ? students.filter(s => + s.id.toLowerCase().includes(query) || + s.name.toLowerCase().includes(query) || + s.enrolledCourses.some(c => c.toLowerCase().includes(query)) + ) + : [...students]; + + // Sort + if (sortConfig) { + const { column, direction } = sortConfig; + const multiplier = direction === 'asc' ? 1 : -1; + + if (column === 'enrolledStudents') { + filteredCourses.sort((a, b) => (a.enrolledStudents - b.enrolledStudents) * multiplier); + } else if (column === 'capacity') { + filteredClassrooms.sort((a, b) => (a.capacity - b.capacity) * multiplier); + } else if (column === 'studentId') { + filteredStudents.sort((a, b) => a.id.localeCompare(b.id) * multiplier); + } + } + + return { filteredCourses, filteredClassrooms, filteredStudents }; + }; + + const renderTable = () => { + const { filteredCourses, filteredClassrooms, filteredStudents } = getFilteredData(); + const hasSearchQuery = searchQuery.trim().length > 0; + + if (activeTab === 'courses') { + return ( +
+ + + + + + + + + + + + {filteredCourses.map((c) => ( + + + + + + + + ))} + {filteredCourses.length === 0 && ( + + + + )} + +
{t('dataInput.courseCode')}{t('dataInput.courseName')} toggleSort('enrolledStudents')} + > + + {t('dataInput.enrolledStudents')} + + + {t('common.actions')}
{c.code}{c.name}{c.enrolledStudents} handleEditClick(c)} + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noCourses')} +
+
+ ); + } + if (activeTab === 'classrooms') { + return ( +
+ + + + + + + + + + + + {filteredClassrooms.map((r) => ( + + + + + + + ))} + {filteredClassrooms.length === 0 && ( + + + + )} + +
{t('dataInput.roomName')}{t('dataInput.building')} toggleSort('capacity')} + > + + {t('dataInput.capacity')} + + + {t('common.actions')}
{r.name}{r.building}{r.capacity} handleEditClick(r)} + + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noClassrooms')} +
+
+ ); + } + if (activeTab === 'students') { + const displayStudents = filteredStudents.slice(0, 100); + return ( +
+
+ + + + + + + + + + + {displayStudents.map((s) => ( + + + + + + + ))} + {filteredStudents.length === 0 && ( + + + + )} + +
toggleSort('studentId')} + > + + {t('dataInput.studentId')} + + + {t('dataInput.studentNameGenerated')}{t('dataInput.email')}{t('dataInput.enrolledCourses')}
{s.id}{s.name}{s.email} + {s.enrolledCourses.length > 0 ? ( +
+ {s.enrolledCourses.slice(0, 3).map(c => ( + + {c} + + ))} + {s.enrolledCourses.length > 3 && ( + +{s.enrolledCourses.length - 3} more + )} +
+ ) : ( + None + )} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noStudents')} +
+
+ {filteredStudents.length > 100 && ( +
+ {t('dataInput.showingStudents', { count: filteredStudents.length })} +
+ )} +
+ ); + } + return null; + }; + + return ( +
+ {isModalOpen && editingItem && (activeTab === 'courses' || activeTab === 'classrooms') && ( + setIsModalOpen(false)} + onSave={handleSaveItem} + /> + )} + + {isStudentImportModalOpen && ( + setIsStudentImportModalOpen(false)} + onSelectStudentInfo={handleStudentInfoImport} + onSelectAttendance={handleAttendanceImport} + studentInfoStatus={studentInfoStatus} + attendanceStatus={attendanceStatus} + onSave={saveMergedData} + /> + )} + + + + + + + +
+
+

{t('common.dataManagement')}

+

{t('dataInput.dataManagementDescription')}

+
+ + {/* Search Input */} +
+
+
+ + + + +
+ setSearchQuery(e.target.value)} + placeholder={t('dataInput.searchPlaceholder', { tab: t(`dataInput.${activeTab}`) })} + className="w-full pl-10 pr-10 py-2 border border-slate-300 rounded-lg text-sm text-slate-900 placeholder-slate-400 focus:ring-2 focus:ring-indigo-500 focus:border-transparent outline-none transition-all" + /> + {searchQuery && ( + + )} +
+
+ +
+
+ + + {isClearMenuOpen && ( + <> +
setIsClearMenuOpen(false)}>
+
+ + + +
+ +
+ + )} +
+ + +
+
+ +
+ {(['courses', 'classrooms', 'students'] as Tab[]).map((tab) => ( + + ))} +
+ +
+ {renderTable()} +
+
+ ); +}; diff --git a/.history/src/components/DataInput_20251221052757.tsx b/.history/src/components/DataInput_20251221052757.tsx new file mode 100644 index 0000000..64887f5 --- /dev/null +++ b/.history/src/components/DataInput_20251221052757.tsx @@ -0,0 +1,1261 @@ +import React, { useState, useRef } from 'react'; +import { useTranslation } from 'react-i18next'; +import { useNotification } from '../context/NotificationContext'; +import { Course, Classroom, Student } from '../types'; + +interface DataInputProps { + courses: Course[]; + setCourses: React.Dispatch>; + classrooms: Classroom[]; + setClassrooms: React.Dispatch>; + students: Student[]; + setStudents: React.Dispatch>; + setSchedule: React.Dispatch>; +} + +type Tab = 'courses' | 'classrooms' | 'students'|'enrollments'; + +interface EditModalProps { + item: Course | Classroom; + type: 'courses' | 'classrooms'; + mode: 'add' | 'edit'; + onClose: () => void; + onSave: (updatedItem: any) => void; +} + +const EditModal: React.FC = ({ item, type, mode, onClose, onSave }) => { + const { t } = useTranslation(); + const [formData, setFormData] = useState({ ...item }); + + const isCourse = type === 'courses'; + + const handleChange = (e: React.ChangeEvent) => { + const { name, value, type: inputType } = e.target; + + if (name === 'capacity') { + if (value === '') { + setFormData((prev: any) => ({ ...prev, [name]: '' })); + } else if (/^\d+$/.test(value)) { + setFormData((prev: any) => ({ ...prev, [name]: parseInt(value, 10) })); + } + return; + } + + setFormData((prev: any) => ({ + ...prev, + [name]: inputType === 'number' ? parseInt(value, 10) : value + })); + }; + + + + const handleSubmit = (e: React.FormEvent) => { + e.preventDefault(); + const finalData = { ...formData }; + if (!isCourse && (typeof finalData.capacity !== 'number' || isNaN(finalData.capacity))) { + finalData.capacity = 0; + } + onSave(finalData); + }; + + return ( +
+
+
+

+ {mode === 'add' ? t('dataInput.addNew') : t('common.edit')} {isCourse ? t('dataInput.courses') : t('dataInput.classrooms')} +

+ +
+
+ {isCourse ? ( + <> +
+ + +
+
+ + +
+ +
+ + +

{t('dataInput.calculatedAutomatically')}

+
+ + ) : ( + <> +
+ + +
+
+ + +
+
+ + +
+ + + )} + +
+ + +
+
+
+
+ ); +}; + +interface ImportStatus { + fileName: string; + count: number; +} + +interface StudentImportModalProps { + onClose: () => void; + onSelectStudentInfo: () => void; + onSelectAttendance: () => void; + studentInfoStatus: ImportStatus | null; + attendanceStatus: ImportStatus | null; + onSave: () => void; +} + +const StudentImportModal: React.FC = ({ + onClose, + onSelectStudentInfo, + onSelectAttendance, + studentInfoStatus, + attendanceStatus, + onSave +}) => { + const { t } = useTranslation(); + + return ( +
+
+
+

+ {t('dataInput.importStudentsTitle') || 'Import Student Data'} +

+ +
+
+

+ {t('dataInput.importStudentsDesc') || 'Select the type of file you want to import:'} +

+ + {/* Student Info Card */} +
+
+
+ + + + + + +
+
+

+ {t('dataInput.importStudentInfo') || 'Student Information'} +

+

+ {studentInfoStatus + ? {studentInfoStatus.fileName}
{studentInfoStatus.count} records found + : (t('dataInput.importStudentInfoDesc') || 'Import a file containing student IDs and names (e.g., realData_AllStudents.csv)') + } +

+
+
+ {studentInfoStatus ? ( + + ) : ( + + )} +
+
+
+ + {/* Attendance Card */} +
+
+
+ + + + + + + +
+
+

+ {t('dataInput.importAttendance') || 'Attendance Data'} +

+

+ {attendanceStatus + ? {attendanceStatus.fileName}
{attendanceStatus.count} records found + : (t('dataInput.importAttendanceDesc') || 'Import a file containing course-student enrollments (e.g., realData_AllAttendanceLists.csv)') + } +

+
+
+ {attendanceStatus ? ( + + ) : ( + + )} +
+
+
+
+
+ +
+
+
+ ); +}; + +export const DataInput: React.FC = ({ + courses, setCourses, classrooms, setClassrooms, students, setStudents +}) => { + const { t } = useTranslation(); + const { showNotification } = useNotification(); + const [activeTab, setActiveTab] = useState('courses'); + const [searchQuery, setSearchQuery] = useState(''); + const [sortConfig, setSortConfig] = useState<{ column: string; direction: 'asc' | 'desc' } | null>(null); + const fileInputRef = useRef(null); + + + const studentInfoFileInputRef = useRef(null); + const attendanceFileInputRef = useRef(null); + + const [editingItem, setEditingItem] = useState(null); + const [isModalOpen, setIsModalOpen] = useState(false); + const [modalMode, setModalMode] = useState<'add' | 'edit'>('edit'); + const [isClearMenuOpen, setIsClearMenuOpen] = useState(false); + const [isStudentImportModalOpen, setIsStudentImportModalOpen] = useState(false); + + // Status state for the modal + const [studentInfoStatus, setStudentInfoStatus] = useState(null); + const [attendanceStatus, setAttendanceStatus] = useState(null); + + // Buffers for storing data during modal session + const tempStudentMap = useRef>(new Map()); // ID -> Name + const tempAttendanceMap = useRef>>(new Map()); // ID -> Set + + const handleClearData = async (type: 'all' | 'courses' | 'classrooms' | 'students') => { + const confirmMessage = type === 'all' + ? t('dataInput.confirmDeleteAll') + : t('dataInput.confirmDeleteSection', { section: type }); + + if (window.confirm(confirmMessage)) { + if (type === 'all') { + // 1. Clear input data from DB + await window.api.clearCourses(); + await window.api.clearClassrooms(); + await window.api.clearStudents(); + await window.api.clearSchedule(); + + // 2. Update frontend state + setCourses([]); + setClassrooms([]); + setStudents([]); + // Assuming this setter is for the schedule data + + showNotification("All data and generated schedules have been wiped.", 'success'); + + } else if (type === 'courses') { + await window.api.clearCourses(); + setCourses([]); + } else if (type === 'classrooms') { + await window.api.clearClassrooms(); + setClassrooms([]); + } else if (type === 'students') { + await window.api.clearStudents(); + setStudents([]); + } + setIsClearMenuOpen(false); + } + }; + // Detects file type based on specific header strings or formatting + + // Helper to distinguish between standard Student lists and Attendance/Enrollment lists + + const detectFileType = (text: string): string => { + const upperText = text.toUpperCase(); + + // Student Info files always contain this header + if (upperText.includes('ALL OF THE STUDENTS')) return 'students'; + + // Course files header + if (upperText.includes('ALL OF THE COURSES')) return 'courses'; + + // Classroom files header + if (upperText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; + + // Attendance/Enrollment files contain the list format like [ 'ID1', 'ID2' ] + if (text.includes('[') && text.includes(']')) return 'enrollments'; + + return 'unknown'; + }; + + +const handleAttendanceFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + // CONSTRAINT: Prevent import if Courses or Students (in-app or temporary) are missing + const studentsAvailable = students.length > 0 || tempStudentMap.current.size > 0; + if (courses.length === 0 || !studentsAvailable) { + showNotification("Dependency Error: Please import Courses and student information before importing attendance!", 'error'); + e.target.value = ''; + return; + } + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Ensure the user is uploading an actual Enrollment file + if (detectFileType(text) !== 'enrollments') { + showNotification("Format Error: This file is not a valid attendance list file!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + const map = extractAttendanceMap(rows); + + // Combine students from app state and the temporary import buffer + const allAvailableStudentIds = new Set(students.map(s => s.id.toUpperCase())); + tempStudentMap.current.forEach((_name, id) => { + allAvailableStudentIds.add(id.toUpperCase()); + }); + + let matchCount = 0; + let skipCount = 0; + + map.forEach((val, key) => { + if (allAvailableStudentIds.has(key.toUpperCase())) { + if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); + val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + matchCount++; + } else { + skipCount++; + } + }); + + if (matchCount > 0) { + setAttendanceStatus({ fileName: file.name, count: matchCount }); + if (skipCount > 0) { + showNotification(`Identified ${matchCount} valid students. Ignored ${skipCount} unknown students.`, 'success'); + } else { + showNotification(`Identified ${matchCount} valid students.`, 'success'); + } + } else { + showNotification("Import Warning: No matching students found from the attendance file.", 'error'); + } + } catch (err) { + showNotification("Parse Error: Failed to analyze the attendance file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleImportClick = () => { + if (activeTab === 'students') { + // Reset status and buffers when opening + setStudentInfoStatus(null); + setAttendanceStatus(null); + tempStudentMap.current.clear(); + tempAttendanceMap.current.clear(); + setIsStudentImportModalOpen(true); + } else { + fileInputRef.current?.click(); + } + }; + + + const handleStudentInfoImport = () => { + // Do not close modal here anymore + studentInfoFileInputRef.current?.click(); + }; + + const handleAttendanceImport = () => { + // Do not close modal here anymore + attendanceFileInputRef.current?.click(); + }; + + + const handleEditClick = (item: Course | Classroom) => { + setEditingItem(item); + setModalMode('edit'); + setIsModalOpen(true); + }; + + const handleAddClick = () => { + if (activeTab === 'students') return; + + setModalMode('add'); + if (activeTab === 'courses') { + setEditingItem({ id: '', code: '', name: '', enrolledStudents: 0 }); + } else if (activeTab === 'classrooms') { + setEditingItem({ id: '', name: '', capacity: 0, building: '' }); + } + setIsModalOpen(true); + }; + + const handleSaveItem = async (updatedItem: any) => { + if (activeTab === 'courses') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.code }; + // For single add, we might want a single add API, but for now let's use bulk or just update local state? + // The user asked to fix "Imported data", but manual add should probably also persist. + // The current plan focused on Import. Let's stick to fixing Import first, but ideally we should fix manual add too. + // However, the current `addCourse` in preload only takes `course`. + // Let's assume for now we just update state for manual add, or better, call the API if available. + // `window.api.addCourse` exists. + await window.api.addCourse(newItem); + setCourses(prev => [...prev, newItem]); + } else { + // Update not implemented in backend yet for single item update. + // Just update local state for now. + setCourses(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'classrooms') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.name }; + // No single add API for classrooms yet in my plan, but I can use bulk with 1 item. + await window.api.addClassroomsBulk([newItem]); + setClassrooms(prev => [...prev, newItem]); + } else { + setClassrooms(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } + setIsModalOpen(false); + setEditingItem(null); + }; + + + const parseCourseListFile = async (rows: string[]) => { + const newCourses: { id: string, code: string, name: string, enrolledStudents: number }[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE COURSES") || !row.trim()) return; + + const code = row.trim(); + newCourses.push({ + id: code, + code: code, + name: `Course ${code}`, + enrolledStudents: 0, + }); + }); + + if (newCourses.length > 0) { + await window.api.addCoursesBulk(newCourses); + // After bulk adding, get the complete fresh list from the DB + const allSavedCourses = await window.api.getCourses(); + // Map it correctly + const mappedCourses = allSavedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + // Replace the entire state + setCourses(mappedCourses); + showNotification(t('dataInput.importedCourses', { count: newCourses.length }), 'success'); + } + }; + + const parseClassroomFile = async (rows: string[]) => { + const newRooms: { name: string; capacity: number; building: string }[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE CLASSROOMS") || !row.trim()) return; + + const parts = row.split(';'); + if (parts.length >= 2) { + const name = parts[0].trim(); + const capacity = parseInt(parts[1].trim(), 10); + + newRooms.push({ + name: name, + capacity: isNaN(capacity) ? 0 : capacity, + building: 'Main Hall' + }); + } + }); + + if (newRooms.length > 0) { + await window.api.addClassroomsBulk(newRooms); + // After bulk adding, get the complete fresh list from the DB + const allSavedRooms = await window.api.getClassrooms(); + // Map it correctly + const mappedRooms = allSavedRooms.map((r: any) => ({ + id: r.id.toString(), // The correct mapping + name: r.name, + capacity: r.capacity, + building: r.building + })); + // Replace the entire state, not just append + setClassrooms(mappedRooms); + showNotification(t('dataInput.importedClassrooms', { count: newRooms.length }), 'success'); + } + }; + + + // --- Pure Parsing Logic --- + + const extractStudentMap = (rows: string[]): Map => { + const map = new Map(); + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow || cleanRow.includes("ALL OF THE STUDENTS")) return; + // Assuming format: ID;Name + // The previous logic was: const [student_id, student_name] = row.split(';'); + // But parseSimpleStudentList used just cleanRow as ID and generated name. + // Let's check parseSimpleStudentList again. + // It did: studentId = cleanRow; name = Student {studentId} + // Wait, the original `parseSimpleStudentList` I saw in Step 29/30 had split(';') logic commented out or replaced? + // In Step 29, line 316: `const studentId = cleanRow;` + // In Step 18 (summary): `realData_AllStudents.csv` format `student_id;student_name`. + // The code in Step 29 seemed to simplify it. + // Let's try to handle both if possible, or stick to what the code was doing. + // The code at line 424 (viewed in Step 138) was: `const studentId = cleanRow;` + // And name: `Student ${studentId}` + // BUT the user says "Student Information" file. + // Let's look at `realData_AllStudents.csv` content from Step 18 summary: `student_id;student_name` + // If the code was just taking the whole row as ID, that might be a bug or I misread. + // Let's try to split by semicolon if present. + if (cleanRow.includes(';')) { + const [id, name] = cleanRow.split(';'); + if (id) map.set(id.trim(), name?.trim() || `Student ${id.trim()}`); + } else { + map.set(cleanRow, `Student ${cleanRow}`); + } + }); + return map; + }; + + const extractAttendanceMap = (rows: string[]): Map> => { + const map = new Map>(); + let currentCourseCode = ''; + + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow) return; + + if (cleanRow.startsWith('[')) { + if (!currentCourseCode) return; + const content = cleanRow.slice(1, -1); + // The regex replace might be needed for quoted strings + const studentIds = content.split(',').map(s => s.trim().replace(/^['"]|['"]$/g, '')); + studentIds.forEach(sId => { + if (!sId) return; + if (!map.has(sId)) map.set(sId, new Set()); + map.get(sId)?.add(currentCourseCode); + }); + } else { + // Heuristic for course code vs empty line + if (cleanRow.length < 50 && !cleanRow.startsWith('[')) currentCourseCode = cleanRow; + } + }); + return map; + }; + + const saveMergedData = async () => { + // Merge buffers + const allStudentIds = new Set([...tempStudentMap.current.keys(), ...tempAttendanceMap.current.keys()]); + const newStudents: any[] = []; + + allStudentIds.forEach(id => { + const name = tempStudentMap.current.get(id) || `Student ${id.split('_')[2] || id}`; + const courses = tempAttendanceMap.current.get(id) || new Set(); + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + + // Refresh data + const savedStudents = await window.api.getStudents(); + const mappedStudents = savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + })); + setStudents(mappedStudents); + + // Refresh courses for enrolled counts + const savedCourses = await window.api.getCourses(); + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + setCourses(mappedCourses); + + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + } else { + // Maybe show error if nothing to save? + // But if they clicked Done with nothing, maybe just close. + } + setIsStudentImportModalOpen(false); + }; + + // --- Parsing Wrappers for ProcessCSV (Legacy/Direct) --- + + // Updated to use the correct logic but immediately save (same behavior as before but cleaner) + const parseSimpleStudentList = async (rows: string[]): Promise => { + const map = extractStudentMap(rows); + // We need to merge this with potentially existing data? + // processCSV is usually for bulk import of everything. + // For safely: we just save what we found. + const newStudents: any[] = []; + map.forEach((name, id) => { + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: [] + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + // Refreshes local state from the database to ensure UI is up to date + const refreshSystemData = async () => { + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + + const savedCourses = await window.api.getCourses(); + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + }; + + // Processes the attendance file and links ONLY existing students to existing courses + // Processes attendance by matching file data against existing system data + const parseStudentAttendanceFile = async (rows: string[]): Promise => { + const rawMap = extractAttendanceMap(rows); + const validEnrollments: any[] = []; + + // Create lookup sets for O(1) performance + const existingStudentIds = new Set(students.map(s => s.id.toUpperCase())); + const existingCourseCodes = new Set(courses.map(c => c.code.toUpperCase())); + + let totalFoundInFile = 0; + let matchedCount = 0; + let missingStudentsCount = 0; + + rawMap.forEach((courseCodes, studentId) => { + const normalizedId = studentId.toUpperCase(); + totalFoundInFile++; + + // CHECK: Does this student exist in the Students tab? + if (existingStudentIds.has(normalizedId)) { + // Filter courses: only keep those that exist in the Courses tab + const validCourses = Array.from(courseCodes).filter(code => + existingCourseCodes.has(code.toUpperCase()) + ); + + if (validCourses.length > 0) { + validEnrollments.push({ + studentNumber: studentId, + name: "", // Leave empty; backend won't update existing names + enrolledCourses: validCourses + }); + matchedCount++; + } + } else { + // Student not found in system - increment skip counter + missingStudentsCount++; + } + }); + + // If we found at least one match, proceed with the import + if (validEnrollments.length > 0) { + await window.api.addStudentsBulk(validEnrollments); + + // Notify user about the partial success and the missing students + if (missingStudentsCount > 0) { + showNotification( + `Matched ${matchedCount} students. Records not found for ${missingStudentsCount} students in the list.`, + 'success' + ); + } else { + showNotification(`Successfully matched all ${matchedCount} students.`, 'success'); + } + + // Refresh UI data + await refreshSystemData(); + return matchedCount; + } else { + showNotification(`Import Failed: None of the ${totalFoundInFile} students in this file exist in your system.`, 'error'); + return 0; + } + }; + + const processCSV = (text: string) => { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + if (rows.length === 0) return; + + if (activeTab === 'classrooms') { + if (text.includes(';') || rows[0].includes('CLASSROOMS')) { + parseClassroomFile(rows); + } else { + showNotification(t('dataInput.formatError'), 'error'); + } + } else if (activeTab === 'courses') { + if (rows[0].includes('COURSES IN THE SYSTEM') || rows.some(r => r.startsWith('CourseCode_'))) { + parseCourseListFile(rows); + } else { + showNotification(t('dataInput.formatError'), 'error'); + } + } else if (activeTab === 'students') { + if (text.includes('[') && text.includes(']')) { + parseStudentAttendanceFile(rows); + } else if (rows[0].includes('ALL OF THE STUDENTS') || rows.some(r => r.startsWith('Std_ID_'))) { + parseSimpleStudentList(rows); + } else { + showNotification(t('dataInput.formatError'), 'error'); + } + } + }; + +const handleFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = (event) => { + const text = event.target?.result as string; + const actualType = detectFileType(text); + + // VALIDATION: Ensure the file type matches the current active tab + if (actualType !== activeTab) { + showNotification(`Tab Mismatch: You cannot upload ${actualType} file in ${activeTab} tab!`, 'error'); + return; + } + + try { + processCSV(text); + } catch (err) { + showNotification("Import Error: Failed to process the CSV file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + // Handles the Student Information file upload + // Blocks Attendance files to prevent "ghost" students + const handleStudentInfoFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Check what kind of file this actually is + const actualType = detectFileType(text); + + // SECURITY: If user tries to upload Attendance as Student Info + if (actualType === 'enrollments') { + showNotification("Format Error: You cannot upload an Attendance List as Student Information!", 'error'); + return; + } + + // SECURITY: Ensure it's a student list + if (actualType !== 'students' && actualType !== 'unknown') { + showNotification("Format Error: This file does not contain valid Student Information!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + // Extract students and store them in the temporary map + const map = extractStudentMap(rows); + map.forEach((val, key) => tempStudentMap.current.set(key, val)); + + setStudentInfoStatus({ fileName: file.name, count: map.size }); + showNotification(`Successfully loaded ${map.size} students. Click 'Done' to save.`, 'success'); + } catch (err) { + showNotification("Parse Error: Failed to process the student info file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; // Reset to allow re-selection + }; + + + + // Clear search and sort when switching tabs + React.useEffect(() => { + setSearchQuery(''); + setSortConfig(null); + }, [activeTab]); + + // Toggle sort for a column + const toggleSort = (column: string) => { + setSortConfig(prev => { + if (prev?.column === column) { + // Toggle direction or clear if already desc + if (prev.direction === 'asc') { + return { column, direction: 'desc' }; + } + return null; // Clear sort + } + return { column, direction: 'asc' }; + }); + }; + + // Sort icon component + const SortIcon = ({ column }: { column: string }) => { + const isActive = sortConfig?.column === column; + const isAsc = isActive && sortConfig?.direction === 'asc'; + const isDesc = isActive && sortConfig?.direction === 'desc'; + + return ( + + + + + + + + + ); + }; + + // Get filtered and sorted data + const getFilteredData = () => { + const query = searchQuery.toLowerCase().trim(); + + // Filter + let filteredCourses = query + ? courses.filter(c => + c.code.toLowerCase().includes(query) || + c.name.toLowerCase().includes(query) + ) + : [...courses]; + + let filteredClassrooms = query + ? classrooms.filter(r => + r.name.toLowerCase().includes(query) || + r.building.toLowerCase().includes(query) + ) + : [...classrooms]; + + let filteredStudents = query + ? students.filter(s => + s.id.toLowerCase().includes(query) || + s.name.toLowerCase().includes(query) || + s.enrolledCourses.some(c => c.toLowerCase().includes(query)) + ) + : [...students]; + + // Sort + if (sortConfig) { + const { column, direction } = sortConfig; + const multiplier = direction === 'asc' ? 1 : -1; + + if (column === 'enrolledStudents') { + filteredCourses.sort((a, b) => (a.enrolledStudents - b.enrolledStudents) * multiplier); + } else if (column === 'capacity') { + filteredClassrooms.sort((a, b) => (a.capacity - b.capacity) * multiplier); + } else if (column === 'studentId') { + filteredStudents.sort((a, b) => a.id.localeCompare(b.id) * multiplier); + } + } + + return { filteredCourses, filteredClassrooms, filteredStudents }; + }; + + const renderTable = () => { + const { filteredCourses, filteredClassrooms, filteredStudents } = getFilteredData(); + const hasSearchQuery = searchQuery.trim().length > 0; + + if (activeTab === 'courses') { + return ( +
+ + + + + + + + + + + + {filteredCourses.map((c) => ( + + + + + + + + ))} + {filteredCourses.length === 0 && ( + + + + )} + +
{t('dataInput.courseCode')}{t('dataInput.courseName')} toggleSort('enrolledStudents')} + > + + {t('dataInput.enrolledStudents')} + + + {t('common.actions')}
{c.code}{c.name}{c.enrolledStudents} handleEditClick(c)} + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noCourses')} +
+
+ ); + } + if (activeTab === 'classrooms') { + return ( +
+ + + + + + + + + + + + {filteredClassrooms.map((r) => ( + + + + + + + ))} + {filteredClassrooms.length === 0 && ( + + + + )} + +
{t('dataInput.roomName')}{t('dataInput.building')} toggleSort('capacity')} + > + + {t('dataInput.capacity')} + + + {t('common.actions')}
{r.name}{r.building}{r.capacity} handleEditClick(r)} + + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noClassrooms')} +
+
+ ); + } + if (activeTab === 'students') { + const displayStudents = filteredStudents.slice(0, 100); + return ( +
+
+ + + + + + + + + + + {displayStudents.map((s) => ( + + + + + + + ))} + {filteredStudents.length === 0 && ( + + + + )} + +
toggleSort('studentId')} + > + + {t('dataInput.studentId')} + + + {t('dataInput.studentNameGenerated')}{t('dataInput.email')}{t('dataInput.enrolledCourses')}
{s.id}{s.name}{s.email} + {s.enrolledCourses.length > 0 ? ( +
+ {s.enrolledCourses.slice(0, 3).map(c => ( + + {c} + + ))} + {s.enrolledCourses.length > 3 && ( + +{s.enrolledCourses.length - 3} more + )} +
+ ) : ( + None + )} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noStudents')} +
+
+ {filteredStudents.length > 100 && ( +
+ {t('dataInput.showingStudents', { count: filteredStudents.length })} +
+ )} +
+ ); + } + return null; + }; + + return ( +
+ {isModalOpen && editingItem && (activeTab === 'courses' || activeTab === 'classrooms') && ( + setIsModalOpen(false)} + onSave={handleSaveItem} + /> + )} + + {isStudentImportModalOpen && ( + setIsStudentImportModalOpen(false)} + onSelectStudentInfo={handleStudentInfoImport} + onSelectAttendance={handleAttendanceImport} + studentInfoStatus={studentInfoStatus} + attendanceStatus={attendanceStatus} + onSave={saveMergedData} + /> + )} + + + + + + + +
+
+

{t('common.dataManagement')}

+

{t('dataInput.dataManagementDescription')}

+
+ + {/* Search Input */} +
+
+
+ + + + +
+ setSearchQuery(e.target.value)} + placeholder={t('dataInput.searchPlaceholder', { tab: t(`dataInput.${activeTab}`) })} + className="w-full pl-10 pr-10 py-2 border border-slate-300 rounded-lg text-sm text-slate-900 placeholder-slate-400 focus:ring-2 focus:ring-indigo-500 focus:border-transparent outline-none transition-all" + /> + {searchQuery && ( + + )} +
+
+ +
+
+ + + {isClearMenuOpen && ( + <> +
setIsClearMenuOpen(false)}>
+
+ + + +
+ +
+ + )} +
+ + +
+
+ +
+ {(['courses', 'classrooms', 'students'] as Tab[]).map((tab) => ( + + ))} +
+ +
+ {renderTable()} +
+
+ ); +}; diff --git a/.history/src/components/DataInput_20251221175532.tsx b/.history/src/components/DataInput_20251221175532.tsx new file mode 100644 index 0000000..f9febe1 --- /dev/null +++ b/.history/src/components/DataInput_20251221175532.tsx @@ -0,0 +1,973 @@ +import React, { useState, useRef } from 'react'; +import { useTranslation } from 'react-i18next'; +import { useNotification } from '../context/NotificationContext'; +import { Course, Classroom, Student } from '../types'; + +interface DataInputProps { + courses: Course[]; + setCourses: React.Dispatch>; + classrooms: Classroom[]; + setClassrooms: React.Dispatch>; + students: Student[]; + setStudents: React.Dispatch>; +} + +type Tab = 'courses' | 'classrooms' | 'students'|'enrollments'; + +interface EditModalProps { + item: Course | Classroom | Student; + type: Tab; + mode: 'add' | 'edit'; + onClose: () => void; + onSave: (updatedItem: Course | Classroom | Student) => void; +} + +const EditModal: React.FC = ({ item, type, mode, onClose, onSave }) => { + const { t } = useTranslation(); + const [formData, setFormData] = useState({ ...item }); + + const handleChange = (e: React.ChangeEvent) => { + const { name, value, type: inputType } = e.target; + + if (name === 'capacity') { + if (value === '') { + setFormData((prev: any) => ({ ...prev, [name]: '' })); + } else if (/^\d+$/.test(value)) { + setFormData((prev: any) => ({ ...prev, [name]: parseInt(value, 10) })); + } + return; + } + + setFormData((prev: any) => ({ + ...prev, + [name]: inputType === 'number' ? parseInt(value, 10) : value + })); + }; + + const handleSubmit = (e: React.FormEvent) => { + e.preventDefault(); + const finalData = { ...formData }; + if (type === 'classrooms' && (typeof finalData.capacity !== 'number' || isNaN(finalData.capacity))) { + finalData.capacity = 0; + } + onSave(finalData); + }; + + const renderFormContent = () => { + switch (type) { + case 'courses': + return ( + <> +
+ + +
+
+ + +
+
+ + +

{t('dataInput.calculatedAutomatically')}

+
+ + ); + case 'classrooms': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + case 'students': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + default: + return null; + } + }; + + return ( +
+
+
+

+ {mode === 'add' ? t('dataInput.addNew') : t('common.edit')} {t(`dataInput.${type}`)} +

+ +
+
+ {renderFormContent()} +
+ + +
+
+
+
+ ); +}; + + + + + + +export const DataInput: React.FC = ({ + courses, setCourses, classrooms, setClassrooms, students, setStudents +}) => { + const { t } = useTranslation(); + const { showNotification } = useNotification(); + const [activeTab, setActiveTab] = useState('courses'); + const [searchQuery, setSearchQuery] = useState(''); + const [sortConfig, setSortConfig] = useState<{ column: string; direction: 'asc' | 'desc' } | null>(null); + const fileInputRef = useRef(null); + + + const studentInfoFileInputRef = useRef(null); + const attendanceFileInputRef = useRef(null); + + const [editingItem, setEditingItem] = useState(null); + const [isModalOpen, setIsModalOpen] = useState(false); + const [modalMode, setModalMode] = useState<'add' | 'edit'>('edit'); + const [isClearMenuOpen, setIsClearMenuOpen] = useState(false); + const [isStudentImportModalOpen, setIsStudentImportModalOpen] = useState(false); + + // Status state for the modal + const [studentInfoStatus, setStudentInfoStatus] = useState(null); + const [attendanceStatus, setAttendanceStatus] = useState(null); + + // Buffers for storing data during modal session + const tempStudentMap = useRef>(new Map()); // ID -> Name + const tempAttendanceMap = useRef>>(new Map()); // ID -> Set + + const handleClearData = async (type: 'all' | 'courses' | 'classrooms' | 'students') => { + const confirmMessage = type === 'all' + ? t('dataInput.confirmDeleteAll') + : t('dataInput.confirmDeleteSection', { section: type }); + + if (window.confirm(confirmMessage)) { + if (type === 'all') { + await window.api.clearCourses(); + await window.api.clearClassrooms(); + await window.api.clearStudents(); + setCourses([]); setClassrooms([]); setStudents([]); + } else if (type === 'courses') { + await window.api.clearCourses(); + setCourses([]); + } else if (type === 'classrooms') { + await window.api.clearClassrooms(); + setClassrooms([]); + } else if (type === 'students') { + await window.api.clearStudents(); + setStudents([]); + } + setIsClearMenuOpen(false); + } + }; + // Helper function to detect the type of the imported file based on its content + const detectFileType = (text: string): string => { + const cleanText = text.trim(); + if (cleanText.includes('ALL OF THE COURSES')) return 'courses'; + if (cleanText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; + if (cleanText.includes('ALL OF THE STUDENTS')) return 'students'; + // Check for the specific Python-like list format: [ 'STD001', ... ] + if (cleanText.includes('[') && cleanText.includes(']')) return 'enrollments'; + return 'unknown'; + }; + + const handleAttendanceFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + // CONSTRAINT: Prevent import if primary data (courses/students) is missing + const studentsAvailable = students.length > 0 || tempStudentMap.current.size > 0; + if (courses.length === 0 || !studentsAvailable) { + showNotification("Dependency Error: Please import Courses and student information first!", 'error'); + e.target.value = ''; + return; + } + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Check if the file content matches the Enrollment format + const detected = detectFileType(text); + if (detected !== 'enrollments') { + showNotification("Format Error: This file is not a valid attendance list file!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + const map = extractAttendanceMap(rows); + map.forEach((val, key) => { + if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); + val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + }); + setAttendanceStatus({ fileName: file.name, count: map.size }); + } catch (err) { + showNotification("Parse Error: Failed to analyze the attendance file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleImportClick = () => { + if (activeTab === 'students') { + // Reset status and buffers when opening + setStudentInfoStatus(null); + setAttendanceStatus(null); + tempStudentMap.current.clear(); + tempAttendanceMap.current.clear(); + setIsStudentImportModalOpen(true); + } else { + fileInputRef.current?.click(); + } + }; + + const handleStudentInfoImport = () => { + // Do not close modal here anymore + studentInfoFileInputRef.current?.click(); + }; + + const handleAttendanceImport = () => { + // Do not close modal here anymore + attendanceFileInputRef.current?.click(); + }; + + + const handleEditClick = (item: Course | Classroom | Student) => { + setEditingItem(item); + setModalMode('edit'); + setIsModalOpen(true); + }; + + const handleAddClick = () => { + setModalMode('add'); + if (activeTab === 'courses') { + setEditingItem({ id: '', code: '', name: '', enrolledStudents: 0 }); + } else if (activeTab === 'classrooms') { + setEditingItem({ id: '', name: '', capacity: 0, building: '' }); + } else if (activeTab === 'students') { + setEditingItem({ id: '', name: '', email: '', enrolledCourses: [] }); + } + setIsModalOpen(true); + }; + + const handleSaveItem = async (updatedItem: any) => { + try { + if (activeTab === 'courses') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.code }; + await window.api.addCourse(newItem); + setCourses(prev => [...prev, newItem]); + } else { + setCourses(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'classrooms') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.name }; + await window.api.addClassroomsBulk([newItem]); + setClassrooms(prev => [...prev, newItem]); + } else { + setClassrooms(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'students') { + if (modalMode === 'add') { + const newItem = { + ...updatedItem, + email: updatedItem.email || `${updatedItem.id.toLowerCase()}@uni.edu`, + enrolledCourses: [] + }; + await window.api.addStudentsBulk([ + { + studentNumber: newItem.id, + name: newItem.name, + enrolledCourses: [] + } + ]); + setStudents(prev => [...prev, newItem]); + showNotification(t('dataInput.studentAdded', 'Student added successfully'), 'success'); + } else { + setStudents(prev => prev.map(s => s.id === updatedItem.id ? updatedItem : s)); + } + } + setIsModalOpen(false); + setEditingItem(null); + } catch (error) { + console.error("Save error:", error); + showNotification("Failed to save item", 'error'); + } + }; + + + const parseCourseListFile = async (rows: string[]) => { + const newCourses: Course[] = []; + rows.forEach((row) => { + if (row.includes("ALL OF THE COURSES") || !row.trim()) return; + const code = row.trim(); + newCourses.push({ id: code, code: code, name: `Course ${code}`, enrolledStudents: 0 }); + }); + if (newCourses.length > 0) { + await window.api.addCoursesBulk(newCourses); + // Refresh from DB to be sure or just update state + const savedCourses = await window.api.getCourses(); + // Map DB result to frontend type if needed, but they are similar. + // DB has `enrolled_students`, frontend `enrolledStudents`. + // We need to map it. + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, // Use code as ID for frontend consistency or c.id? Frontend uses string ID often. + // The current frontend uses `code` as `id` for courses often. + // Let's check `Course` type. + // In `types/index.ts` (not seen but inferred), `id` is likely string or number. + // In `DataInput.tsx` line 211: `id` is `code`. + // So let's keep using code as ID for now or map properly. + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + + setCourses(prev => { + const existingIds = new Set(prev.map(c => c.id)); + const uniqueNew = mappedCourses.filter((c: any) => !existingIds.has(c.id)); + return [...prev, ...uniqueNew]; + }); + showNotification(t('dataInput.importedCourses', { count: newCourses.length }), 'success'); + } + }; + + const parseClassroomFile = async (rows: string[]) => { + const newRooms: Classroom[] = []; + rows.forEach((row) => { + if (row.includes("ALL OF THE CLASSROOMS") || !row.trim()) return; + const parts = row.split(';'); + if (parts.length >= 2) { + const name = parts[0].trim(); + const capacity = parseInt(parts[1].trim(), 10); + newRooms.push({ id: name, name: name, capacity: isNaN(capacity) ? 0 : capacity, building: 'Main Hall' }); + } + }); + if (newRooms.length > 0) { + await window.api.addClassroomsBulk(newRooms); + const saved = await window.api.getClassrooms(); + setClassrooms(saved.map((r: any) => ({ id: r.name, name: r.name, capacity: r.capacity, building: r.building }))); + showNotification(t('dataInput.importedClassrooms', { count: newRooms.length }), 'success'); + } + }; + + + // --- Pure Parsing Logic --- + + const extractStudentMap = (rows: string[]): Map => { + const map = new Map(); + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow || cleanRow.includes("ALL OF THE STUDENTS")) return; + // Assuming format: ID;Name + // The previous logic was: const [student_id, student_name] = row.split(';'); + // But parseSimpleStudentList used just cleanRow as ID and generated name. + // Let's check parseSimpleStudentList again. + // It did: studentId = cleanRow; name = Student {studentId} + // Wait, the original `parseSimpleStudentList` I saw in Step 29/30 had split(';') logic commented out or replaced? + // In Step 29, line 316: `const studentId = cleanRow;` + // In Step 18 (summary): `realData_AllStudents.csv` format `student_id;student_name`. + // The code in Step 29 seemed to simplify it. + // Let's try to handle both if possible, or stick to what the code was doing. + // The code at line 424 (viewed in Step 138) was: `const studentId = cleanRow;` + // And name: `Student ${studentId}` + // BUT the user says "Student Information" file. + // Let's look at `realData_AllStudents.csv` content from Step 18 summary: `student_id;student_name` + // If the code was just taking the whole row as ID, that might be a bug or I misread. + // Let's try to split by semicolon if present. + if (cleanRow.includes(';')) { + const [id, name] = cleanRow.split(';'); + if (id) map.set(id.trim(), name?.trim() || `Student ${id.trim()}`); + } else { + map.set(cleanRow, `Student ${cleanRow}`); + } + }); + return map; + }; + + const extractAttendanceMap = (rows: string[]): Map> => { + const map = new Map>(); + let currentCourseCode = ''; + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow) return; + if (cleanRow.startsWith('[')) { + if (!currentCourseCode) return; + const content = cleanRow.slice(1, -1); + // The regex replace might be needed for quoted strings + const studentIds = content.split(',').map(s => s.trim().replace(/^['"]|['"]$/g, '')); + studentIds.forEach(sId => { + if (!sId) return; + if (!map.has(sId)) map.set(sId, new Set()); + map.get(sId)?.add(currentCourseCode); + }); + } else { + // Heuristic for course code vs empty line + if (cleanRow.length < 50 && !cleanRow.startsWith('[')) currentCourseCode = cleanRow; + } + }); + return map; + }; + + const saveMergedData = async () => { + // Merge buffers + const allStudentIds = new Set([...tempStudentMap.current.keys(), ...tempAttendanceMap.current.keys()]); + const newStudents: any[] = []; + + allStudentIds.forEach(id => { + const name = tempStudentMap.current.get(id) || `Student ${id.split('_')[2] || id}`; + const courses = tempAttendanceMap.current.get(id) || new Set(); + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + + // Refresh data + const savedStudents = await window.api.getStudents(); + const mappedStudents = savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + })); + setStudents(mappedStudents); + + // Refresh courses for enrolled counts + const savedCourses = await window.api.getCourses(); + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + setCourses(mappedCourses); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + } + setIsStudentImportModalOpen(false); + }; + + + + // --- Parsing Wrappers for ProcessCSV (Legacy/Direct) --- + + + const processCSV = (text: string) => { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + if (rows.length === 0) return; + + if (activeTab === 'classrooms') { + parseClassroomFile(rows); + } else if (activeTab === 'courses') { + parseCourseListFile(rows); + } else { + // This case should ideally not be reached due to handleFileChange's detectFileType and activeTab check, + // but as a safeguard, we can notify if an unexpected tab is encountered. + showNotification(t('dataInput.formatError'), 'error'); + } + }; + +const handleFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = (event) => { + const text = event.target?.result as string; + const detectedType = detectFileType(text); + + if (detectedType === 'unknown') { + showNotification(t('dataInput.unrecognizedFileFormat'), 'error'); + e.target.value = ''; + return; + } + + if (detectedType !== activeTab) { + showNotification(t('dataInput.tabMismatchError', { detected: detectedType, active: activeTab }), 'error'); + e.target.value = ''; + return; + } + + try { + processCSV(text); + showNotification(t('dataInput.fileProcessed', { type: activeTab }), 'success'); + } catch (err) { + console.error("Error processing CSV:", err); + showNotification(t('dataInput.importError'), 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleStudentInfoFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + // Buffer Mode + const map = extractStudentMap(rows); + map.forEach((val, key) => tempStudentMap.current.set(key, val)); + const count = map.size; // Showing map.size is count from this file + setStudentInfoStatus({ fileName: file.name, count }); + } catch (err) { + console.error("Failed to parse student info file", err); + showNotification(t('dataInput.parseError'), 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + + + // Clear search and sort when switching tabs + React.useEffect(() => { + setSearchQuery(''); + setSortConfig(null); + }, [activeTab]); + + // Toggle sort for a column + const toggleSort = (column: string) => { + setSortConfig(prev => { + if (prev?.column === column) { + // Toggle direction or clear if already desc + if (prev.direction === 'asc') { + return { column, direction: 'desc' }; + } + return null; // Clear sort + } + return { column, direction: 'asc' }; + }); + }; + + // Sort icon component + const SortIcon = ({ column }: { column: string }) => { + const isActive = sortConfig?.column === column; + const isAsc = isActive && sortConfig?.direction === 'asc'; + const isDesc = isActive && sortConfig?.direction === 'desc'; + + return ( + + + + + + + + + ); + }; + + // Get filtered and sorted data + const getFilteredData = () => { + const query = searchQuery.toLowerCase().trim(); + + // Filter + let filteredCourses = query + ? courses.filter(c => + c.code.toLowerCase().includes(query) || + c.name.toLowerCase().includes(query) + ) + : [...courses]; + + let filteredClassrooms = query + ? classrooms.filter(r => + r.name.toLowerCase().includes(query) || + r.building.toLowerCase().includes(query) + ) + : [...classrooms]; + + let filteredStudents = query + ? students.filter(s => + s.id.toLowerCase().includes(query) || + s.name.toLowerCase().includes(query) || + s.enrolledCourses.some(c => c.toLowerCase().includes(query)) + ) + : [...students]; + + // Sort + if (sortConfig) { + const { column, direction } = sortConfig; + const multiplier = direction === 'asc' ? 1 : -1; + + if (column === 'enrolledStudents') { + filteredCourses.sort((a, b) => (a.enrolledStudents - b.enrolledStudents) * multiplier); + } else if (column === 'capacity') { + filteredClassrooms.sort((a, b) => (a.capacity - b.capacity) * multiplier); + } else if (column === 'studentId') { + filteredStudents.sort((a, b) => a.id.localeCompare(b.id) * multiplier); + } + } + + return { filteredCourses, filteredClassrooms, filteredStudents }; + }; + + const renderTable = () => { + const { filteredCourses, filteredClassrooms, filteredStudents } = getFilteredData(); + const hasSearchQuery = searchQuery.trim().length > 0; + + if (activeTab === 'courses') { + return ( +
+ + + + + + + + + + + + {filteredCourses.map((c) => ( + + + + + + + ))} + {filteredCourses.length === 0 && ( + + + + )} + +
{t('dataInput.courseCode')}{t('dataInput.courseName')} toggleSort('enrolledStudents')} + > + + {t('dataInput.enrolledStudents')} + + + {t('common.actions')}
{c.code}{c.name}{c.enrolledStudents} handleEditClick(c)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noCourses')} +
+
+ ); + } + if (activeTab === 'classrooms') { + return ( +
+ + + + + + + + + + + + {filteredClassrooms.map((r) => ( + + + + + + + ))} + {filteredClassrooms.length === 0 && ( + + + + )} + +
{t('dataInput.roomName')}{t('dataInput.building')} toggleSort('capacity')} + > + + {t('dataInput.capacity')} + + + {t('common.actions')}
{r.name}{r.building}{r.capacity} handleEditClick(r)} + + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noClassrooms')} +
+
+ ); + } + if (activeTab === 'students') { + const displayStudents = filteredStudents.slice(0, 100); + return ( +
+
+ + + + + + + + + + + + {displayStudents.map((s) => ( + + + + + + + + ))} + {filteredStudents.length === 0 && ( + + + + )} + +
toggleSort('studentId')} + > + + {t('dataInput.studentId')} + + + {t('dataInput.studentNameGenerated')}{t('dataInput.email')}{t('dataInput.enrolledCourses')}{t('common.actions')}
{s.id}{s.name}{s.email} + {s.enrolledCourses.length > 0 ? ( +
+ {s.enrolledCourses.slice(0, 3).map(c => ( + {c} + ))} + {s.enrolledCourses.length > 3 && (+{s.enrolledCourses.length - 3} more)} +
+ ) : (None)} + 		handleEditClick(s)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noStudents')} +
+
+ {filteredStudents.length > 100 && ( +
+ {t('dataInput.showingStudents', { count: filteredStudents.length })} +
+ )} +
+ ); + } + return null; + }; + + return ( +
+ {isModalOpen && editingItem && ( + setIsModalOpen(false)} + onSave={handleSaveItem} + /> + )} + + {isStudentImportModalOpen && ( + setIsStudentImportModalOpen(false)} + onSelectStudentInfo={handleStudentInfoImport} + onSelectAttendance={handleAttendanceImport} + studentInfoStatus={studentInfoStatus} + attendanceStatus={attendanceStatus} + onSave={saveMergedData} + /> + )} + + + + + + + +
+
+

{t('common.dataManagement')}

+

{t('dataInput.dataManagementDescription')}

+
+ + {/* Search Input */} +
+
+
+ + + + +
+ setSearchQuery(e.target.value)} + placeholder={t('dataInput.searchPlaceholder', { tab: t(`dataInput.${activeTab}`) })} + className="w-full pl-10 pr-10 py-2 border border-slate-300 rounded-lg text-sm text-slate-900 placeholder-slate-400 focus:ring-2 focus:ring-indigo-500 focus:border-transparent outline-none transition-all" + /> + {searchQuery && ( + + )} +
+
+ +
+
+ + {isClearMenuOpen && ( + <> +
setIsClearMenuOpen(false)}>
+
+ + + +
+ +
+ + )} +
+ + +
+
+ +
+ {(['courses', 'classrooms', 'students'] as Tab[]).map((tab) => ( + + ))} +
+ +
+ {renderTable()} +
+
+ ); +}; diff --git a/.history/src/components/DataInput_20251221182500.tsx b/.history/src/components/DataInput_20251221182500.tsx new file mode 100644 index 0000000..64887f5 --- /dev/null +++ b/.history/src/components/DataInput_20251221182500.tsx @@ -0,0 +1,1261 @@ +import React, { useState, useRef } from 'react'; +import { useTranslation } from 'react-i18next'; +import { useNotification } from '../context/NotificationContext'; +import { Course, Classroom, Student } from '../types'; + +interface DataInputProps { + courses: Course[]; + setCourses: React.Dispatch>; + classrooms: Classroom[]; + setClassrooms: React.Dispatch>; + students: Student[]; + setStudents: React.Dispatch>; + setSchedule: React.Dispatch>; +} + +type Tab = 'courses' | 'classrooms' | 'students'|'enrollments'; + +interface EditModalProps { + item: Course | Classroom; + type: 'courses' | 'classrooms'; + mode: 'add' | 'edit'; + onClose: () => void; + onSave: (updatedItem: any) => void; +} + +const EditModal: React.FC = ({ item, type, mode, onClose, onSave }) => { + const { t } = useTranslation(); + const [formData, setFormData] = useState({ ...item }); + + const isCourse = type === 'courses'; + + const handleChange = (e: React.ChangeEvent) => { + const { name, value, type: inputType } = e.target; + + if (name === 'capacity') { + if (value === '') { + setFormData((prev: any) => ({ ...prev, [name]: '' })); + } else if (/^\d+$/.test(value)) { + setFormData((prev: any) => ({ ...prev, [name]: parseInt(value, 10) })); + } + return; + } + + setFormData((prev: any) => ({ + ...prev, + [name]: inputType === 'number' ? parseInt(value, 10) : value + })); + }; + + + + const handleSubmit = (e: React.FormEvent) => { + e.preventDefault(); + const finalData = { ...formData }; + if (!isCourse && (typeof finalData.capacity !== 'number' || isNaN(finalData.capacity))) { + finalData.capacity = 0; + } + onSave(finalData); + }; + + return ( +
+
+
+

+ {mode === 'add' ? t('dataInput.addNew') : t('common.edit')} {isCourse ? t('dataInput.courses') : t('dataInput.classrooms')} +

+ +
+
+ {isCourse ? ( + <> +
+ + +
+
+ + +
+ +
+ + +

{t('dataInput.calculatedAutomatically')}

+
+ + ) : ( + <> +
+ + +
+
+ + +
+
+ + +
+ + + )} + +
+ + +
+
+
+
+ ); +}; + +interface ImportStatus { + fileName: string; + count: number; +} + +interface StudentImportModalProps { + onClose: () => void; + onSelectStudentInfo: () => void; + onSelectAttendance: () => void; + studentInfoStatus: ImportStatus | null; + attendanceStatus: ImportStatus | null; + onSave: () => void; +} + +const StudentImportModal: React.FC = ({ + onClose, + onSelectStudentInfo, + onSelectAttendance, + studentInfoStatus, + attendanceStatus, + onSave +}) => { + const { t } = useTranslation(); + + return ( +
+
+
+

+ {t('dataInput.importStudentsTitle') || 'Import Student Data'} +

+ +
+
+

+ {t('dataInput.importStudentsDesc') || 'Select the type of file you want to import:'} +

+ + {/* Student Info Card */} +
+
+
+ + + + + + +
+
+

+ {t('dataInput.importStudentInfo') || 'Student Information'} +

+

+ {studentInfoStatus + ? {studentInfoStatus.fileName}
{studentInfoStatus.count} records found + : (t('dataInput.importStudentInfoDesc') || 'Import a file containing student IDs and names (e.g., realData_AllStudents.csv)') + } +

+
+
+ {studentInfoStatus ? ( + + ) : ( + + )} +
+
+
+ + {/* Attendance Card */} +
+
+
+ + + + + + + +
+
+

+ {t('dataInput.importAttendance') || 'Attendance Data'} +

+

+ {attendanceStatus + ? {attendanceStatus.fileName}
{attendanceStatus.count} records found + : (t('dataInput.importAttendanceDesc') || 'Import a file containing course-student enrollments (e.g., realData_AllAttendanceLists.csv)') + } +

+
+
+ {attendanceStatus ? ( + + ) : ( + + )} +
+
+
+
+
+ +
+
+
+ ); +}; + +export const DataInput: React.FC = ({ + courses, setCourses, classrooms, setClassrooms, students, setStudents +}) => { + const { t } = useTranslation(); + const { showNotification } = useNotification(); + const [activeTab, setActiveTab] = useState('courses'); + const [searchQuery, setSearchQuery] = useState(''); + const [sortConfig, setSortConfig] = useState<{ column: string; direction: 'asc' | 'desc' } | null>(null); + const fileInputRef = useRef(null); + + + const studentInfoFileInputRef = useRef(null); + const attendanceFileInputRef = useRef(null); + + const [editingItem, setEditingItem] = useState(null); + const [isModalOpen, setIsModalOpen] = useState(false); + const [modalMode, setModalMode] = useState<'add' | 'edit'>('edit'); + const [isClearMenuOpen, setIsClearMenuOpen] = useState(false); + const [isStudentImportModalOpen, setIsStudentImportModalOpen] = useState(false); + + // Status state for the modal + const [studentInfoStatus, setStudentInfoStatus] = useState(null); + const [attendanceStatus, setAttendanceStatus] = useState(null); + + // Buffers for storing data during modal session + const tempStudentMap = useRef>(new Map()); // ID -> Name + const tempAttendanceMap = useRef>>(new Map()); // ID -> Set + + const handleClearData = async (type: 'all' | 'courses' | 'classrooms' | 'students') => { + const confirmMessage = type === 'all' + ? t('dataInput.confirmDeleteAll') + : t('dataInput.confirmDeleteSection', { section: type }); + + if (window.confirm(confirmMessage)) { + if (type === 'all') { + // 1. Clear input data from DB + await window.api.clearCourses(); + await window.api.clearClassrooms(); + await window.api.clearStudents(); + await window.api.clearSchedule(); + + // 2. Update frontend state + setCourses([]); + setClassrooms([]); + setStudents([]); + // Assuming this setter is for the schedule data + + showNotification("All data and generated schedules have been wiped.", 'success'); + + } else if (type === 'courses') { + await window.api.clearCourses(); + setCourses([]); + } else if (type === 'classrooms') { + await window.api.clearClassrooms(); + setClassrooms([]); + } else if (type === 'students') { + await window.api.clearStudents(); + setStudents([]); + } + setIsClearMenuOpen(false); + } + }; + // Detects file type based on specific header strings or formatting + + // Helper to distinguish between standard Student lists and Attendance/Enrollment lists + + const detectFileType = (text: string): string => { + const upperText = text.toUpperCase(); + + // Student Info files always contain this header + if (upperText.includes('ALL OF THE STUDENTS')) return 'students'; + + // Course files header + if (upperText.includes('ALL OF THE COURSES')) return 'courses'; + + // Classroom files header + if (upperText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; + + // Attendance/Enrollment files contain the list format like [ 'ID1', 'ID2' ] + if (text.includes('[') && text.includes(']')) return 'enrollments'; + + return 'unknown'; + }; + + +const handleAttendanceFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + // CONSTRAINT: Prevent import if Courses or Students (in-app or temporary) are missing + const studentsAvailable = students.length > 0 || tempStudentMap.current.size > 0; + if (courses.length === 0 || !studentsAvailable) { + showNotification("Dependency Error: Please import Courses and student information before importing attendance!", 'error'); + e.target.value = ''; + return; + } + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Ensure the user is uploading an actual Enrollment file + if (detectFileType(text) !== 'enrollments') { + showNotification("Format Error: This file is not a valid attendance list file!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + const map = extractAttendanceMap(rows); + + // Combine students from app state and the temporary import buffer + const allAvailableStudentIds = new Set(students.map(s => s.id.toUpperCase())); + tempStudentMap.current.forEach((_name, id) => { + allAvailableStudentIds.add(id.toUpperCase()); + }); + + let matchCount = 0; + let skipCount = 0; + + map.forEach((val, key) => { + if (allAvailableStudentIds.has(key.toUpperCase())) { + if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); + val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + matchCount++; + } else { + skipCount++; + } + }); + + if (matchCount > 0) { + setAttendanceStatus({ fileName: file.name, count: matchCount }); + if (skipCount > 0) { + showNotification(`Identified ${matchCount} valid students. Ignored ${skipCount} unknown students.`, 'success'); + } else { + showNotification(`Identified ${matchCount} valid students.`, 'success'); + } + } else { + showNotification("Import Warning: No matching students found from the attendance file.", 'error'); + } + } catch (err) { + showNotification("Parse Error: Failed to analyze the attendance file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleImportClick = () => { + if (activeTab === 'students') { + // Reset status and buffers when opening + setStudentInfoStatus(null); + setAttendanceStatus(null); + tempStudentMap.current.clear(); + tempAttendanceMap.current.clear(); + setIsStudentImportModalOpen(true); + } else { + fileInputRef.current?.click(); + } + }; + + + const handleStudentInfoImport = () => { + // Do not close modal here anymore + studentInfoFileInputRef.current?.click(); + }; + + const handleAttendanceImport = () => { + // Do not close modal here anymore + attendanceFileInputRef.current?.click(); + }; + + + const handleEditClick = (item: Course | Classroom) => { + setEditingItem(item); + setModalMode('edit'); + setIsModalOpen(true); + }; + + const handleAddClick = () => { + if (activeTab === 'students') return; + + setModalMode('add'); + if (activeTab === 'courses') { + setEditingItem({ id: '', code: '', name: '', enrolledStudents: 0 }); + } else if (activeTab === 'classrooms') { + setEditingItem({ id: '', name: '', capacity: 0, building: '' }); + } + setIsModalOpen(true); + }; + + const handleSaveItem = async (updatedItem: any) => { + if (activeTab === 'courses') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.code }; + // For single add, we might want a single add API, but for now let's use bulk or just update local state? + // The user asked to fix "Imported data", but manual add should probably also persist. + // The current plan focused on Import. Let's stick to fixing Import first, but ideally we should fix manual add too. + // However, the current `addCourse` in preload only takes `course`. + // Let's assume for now we just update state for manual add, or better, call the API if available. + // `window.api.addCourse` exists. + await window.api.addCourse(newItem); + setCourses(prev => [...prev, newItem]); + } else { + // Update not implemented in backend yet for single item update. + // Just update local state for now. + setCourses(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'classrooms') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.name }; + // No single add API for classrooms yet in my plan, but I can use bulk with 1 item. + await window.api.addClassroomsBulk([newItem]); + setClassrooms(prev => [...prev, newItem]); + } else { + setClassrooms(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } + setIsModalOpen(false); + setEditingItem(null); + }; + + + const parseCourseListFile = async (rows: string[]) => { + const newCourses: { id: string, code: string, name: string, enrolledStudents: number }[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE COURSES") || !row.trim()) return; + + const code = row.trim(); + newCourses.push({ + id: code, + code: code, + name: `Course ${code}`, + enrolledStudents: 0, + }); + }); + + if (newCourses.length > 0) { + await window.api.addCoursesBulk(newCourses); + // After bulk adding, get the complete fresh list from the DB + const allSavedCourses = await window.api.getCourses(); + // Map it correctly + const mappedCourses = allSavedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + // Replace the entire state + setCourses(mappedCourses); + showNotification(t('dataInput.importedCourses', { count: newCourses.length }), 'success'); + } + }; + + const parseClassroomFile = async (rows: string[]) => { + const newRooms: { name: string; capacity: number; building: string }[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE CLASSROOMS") || !row.trim()) return; + + const parts = row.split(';'); + if (parts.length >= 2) { + const name = parts[0].trim(); + const capacity = parseInt(parts[1].trim(), 10); + + newRooms.push({ + name: name, + capacity: isNaN(capacity) ? 0 : capacity, + building: 'Main Hall' + }); + } + }); + + if (newRooms.length > 0) { + await window.api.addClassroomsBulk(newRooms); + // After bulk adding, get the complete fresh list from the DB + const allSavedRooms = await window.api.getClassrooms(); + // Map it correctly + const mappedRooms = allSavedRooms.map((r: any) => ({ + id: r.id.toString(), // The correct mapping + name: r.name, + capacity: r.capacity, + building: r.building + })); + // Replace the entire state, not just append + setClassrooms(mappedRooms); + showNotification(t('dataInput.importedClassrooms', { count: newRooms.length }), 'success'); + } + }; + + + // --- Pure Parsing Logic --- + + const extractStudentMap = (rows: string[]): Map => { + const map = new Map(); + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow || cleanRow.includes("ALL OF THE STUDENTS")) return; + // Assuming format: ID;Name + // The previous logic was: const [student_id, student_name] = row.split(';'); + // But parseSimpleStudentList used just cleanRow as ID and generated name. + // Let's check parseSimpleStudentList again. + // It did: studentId = cleanRow; name = Student {studentId} + // Wait, the original `parseSimpleStudentList` I saw in Step 29/30 had split(';') logic commented out or replaced? + // In Step 29, line 316: `const studentId = cleanRow;` + // In Step 18 (summary): `realData_AllStudents.csv` format `student_id;student_name`. + // The code in Step 29 seemed to simplify it. + // Let's try to handle both if possible, or stick to what the code was doing. + // The code at line 424 (viewed in Step 138) was: `const studentId = cleanRow;` + // And name: `Student ${studentId}` + // BUT the user says "Student Information" file. + // Let's look at `realData_AllStudents.csv` content from Step 18 summary: `student_id;student_name` + // If the code was just taking the whole row as ID, that might be a bug or I misread. + // Let's try to split by semicolon if present. + if (cleanRow.includes(';')) { + const [id, name] = cleanRow.split(';'); + if (id) map.set(id.trim(), name?.trim() || `Student ${id.trim()}`); + } else { + map.set(cleanRow, `Student ${cleanRow}`); + } + }); + return map; + }; + + const extractAttendanceMap = (rows: string[]): Map> => { + const map = new Map>(); + let currentCourseCode = ''; + + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow) return; + + if (cleanRow.startsWith('[')) { + if (!currentCourseCode) return; + const content = cleanRow.slice(1, -1); + // The regex replace might be needed for quoted strings + const studentIds = content.split(',').map(s => s.trim().replace(/^['"]|['"]$/g, '')); + studentIds.forEach(sId => { + if (!sId) return; + if (!map.has(sId)) map.set(sId, new Set()); + map.get(sId)?.add(currentCourseCode); + }); + } else { + // Heuristic for course code vs empty line + if (cleanRow.length < 50 && !cleanRow.startsWith('[')) currentCourseCode = cleanRow; + } + }); + return map; + }; + + const saveMergedData = async () => { + // Merge buffers + const allStudentIds = new Set([...tempStudentMap.current.keys(), ...tempAttendanceMap.current.keys()]); + const newStudents: any[] = []; + + allStudentIds.forEach(id => { + const name = tempStudentMap.current.get(id) || `Student ${id.split('_')[2] || id}`; + const courses = tempAttendanceMap.current.get(id) || new Set(); + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + + // Refresh data + const savedStudents = await window.api.getStudents(); + const mappedStudents = savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + })); + setStudents(mappedStudents); + + // Refresh courses for enrolled counts + const savedCourses = await window.api.getCourses(); + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + setCourses(mappedCourses); + + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + } else { + // Maybe show error if nothing to save? + // But if they clicked Done with nothing, maybe just close. + } + setIsStudentImportModalOpen(false); + }; + + // --- Parsing Wrappers for ProcessCSV (Legacy/Direct) --- + + // Updated to use the correct logic but immediately save (same behavior as before but cleaner) + const parseSimpleStudentList = async (rows: string[]): Promise => { + const map = extractStudentMap(rows); + // We need to merge this with potentially existing data? + // processCSV is usually for bulk import of everything. + // For safely: we just save what we found. + const newStudents: any[] = []; + map.forEach((name, id) => { + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: [] + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + // Refreshes local state from the database to ensure UI is up to date + const refreshSystemData = async () => { + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + + const savedCourses = await window.api.getCourses(); + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + }; + + // Processes the attendance file and links ONLY existing students to existing courses + // Processes attendance by matching file data against existing system data + const parseStudentAttendanceFile = async (rows: string[]): Promise => { + const rawMap = extractAttendanceMap(rows); + const validEnrollments: any[] = []; + + // Create lookup sets for O(1) performance + const existingStudentIds = new Set(students.map(s => s.id.toUpperCase())); + const existingCourseCodes = new Set(courses.map(c => c.code.toUpperCase())); + + let totalFoundInFile = 0; + let matchedCount = 0; + let missingStudentsCount = 0; + + rawMap.forEach((courseCodes, studentId) => { + const normalizedId = studentId.toUpperCase(); + totalFoundInFile++; + + // CHECK: Does this student exist in the Students tab? + if (existingStudentIds.has(normalizedId)) { + // Filter courses: only keep those that exist in the Courses tab + const validCourses = Array.from(courseCodes).filter(code => + existingCourseCodes.has(code.toUpperCase()) + ); + + if (validCourses.length > 0) { + validEnrollments.push({ + studentNumber: studentId, + name: "", // Leave empty; backend won't update existing names + enrolledCourses: validCourses + }); + matchedCount++; + } + } else { + // Student not found in system - increment skip counter + missingStudentsCount++; + } + }); + + // If we found at least one match, proceed with the import + if (validEnrollments.length > 0) { + await window.api.addStudentsBulk(validEnrollments); + + // Notify user about the partial success and the missing students + if (missingStudentsCount > 0) { + showNotification( + `Matched ${matchedCount} students. Records not found for ${missingStudentsCount} students in the list.`, + 'success' + ); + } else { + showNotification(`Successfully matched all ${matchedCount} students.`, 'success'); + } + + // Refresh UI data + await refreshSystemData(); + return matchedCount; + } else { + showNotification(`Import Failed: None of the ${totalFoundInFile} students in this file exist in your system.`, 'error'); + return 0; + } + }; + + const processCSV = (text: string) => { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + if (rows.length === 0) return; + + if (activeTab === 'classrooms') { + if (text.includes(';') || rows[0].includes('CLASSROOMS')) { + parseClassroomFile(rows); + } else { + showNotification(t('dataInput.formatError'), 'error'); + } + } else if (activeTab === 'courses') { + if (rows[0].includes('COURSES IN THE SYSTEM') || rows.some(r => r.startsWith('CourseCode_'))) { + parseCourseListFile(rows); + } else { + showNotification(t('dataInput.formatError'), 'error'); + } + } else if (activeTab === 'students') { + if (text.includes('[') && text.includes(']')) { + parseStudentAttendanceFile(rows); + } else if (rows[0].includes('ALL OF THE STUDENTS') || rows.some(r => r.startsWith('Std_ID_'))) { + parseSimpleStudentList(rows); + } else { + showNotification(t('dataInput.formatError'), 'error'); + } + } + }; + +const handleFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = (event) => { + const text = event.target?.result as string; + const actualType = detectFileType(text); + + // VALIDATION: Ensure the file type matches the current active tab + if (actualType !== activeTab) { + showNotification(`Tab Mismatch: You cannot upload ${actualType} file in ${activeTab} tab!`, 'error'); + return; + } + + try { + processCSV(text); + } catch (err) { + showNotification("Import Error: Failed to process the CSV file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + // Handles the Student Information file upload + // Blocks Attendance files to prevent "ghost" students + const handleStudentInfoFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Check what kind of file this actually is + const actualType = detectFileType(text); + + // SECURITY: If user tries to upload Attendance as Student Info + if (actualType === 'enrollments') { + showNotification("Format Error: You cannot upload an Attendance List as Student Information!", 'error'); + return; + } + + // SECURITY: Ensure it's a student list + if (actualType !== 'students' && actualType !== 'unknown') { + showNotification("Format Error: This file does not contain valid Student Information!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + // Extract students and store them in the temporary map + const map = extractStudentMap(rows); + map.forEach((val, key) => tempStudentMap.current.set(key, val)); + + setStudentInfoStatus({ fileName: file.name, count: map.size }); + showNotification(`Successfully loaded ${map.size} students. Click 'Done' to save.`, 'success'); + } catch (err) { + showNotification("Parse Error: Failed to process the student info file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; // Reset to allow re-selection + }; + + + + // Clear search and sort when switching tabs + React.useEffect(() => { + setSearchQuery(''); + setSortConfig(null); + }, [activeTab]); + + // Toggle sort for a column + const toggleSort = (column: string) => { + setSortConfig(prev => { + if (prev?.column === column) { + // Toggle direction or clear if already desc + if (prev.direction === 'asc') { + return { column, direction: 'desc' }; + } + return null; // Clear sort + } + return { column, direction: 'asc' }; + }); + }; + + // Sort icon component + const SortIcon = ({ column }: { column: string }) => { + const isActive = sortConfig?.column === column; + const isAsc = isActive && sortConfig?.direction === 'asc'; + const isDesc = isActive && sortConfig?.direction === 'desc'; + + return ( + + + + + + + + + ); + }; + + // Get filtered and sorted data + const getFilteredData = () => { + const query = searchQuery.toLowerCase().trim(); + + // Filter + let filteredCourses = query + ? courses.filter(c => + c.code.toLowerCase().includes(query) || + c.name.toLowerCase().includes(query) + ) + : [...courses]; + + let filteredClassrooms = query + ? classrooms.filter(r => + r.name.toLowerCase().includes(query) || + r.building.toLowerCase().includes(query) + ) + : [...classrooms]; + + let filteredStudents = query + ? students.filter(s => + s.id.toLowerCase().includes(query) || + s.name.toLowerCase().includes(query) || + s.enrolledCourses.some(c => c.toLowerCase().includes(query)) + ) + : [...students]; + + // Sort + if (sortConfig) { + const { column, direction } = sortConfig; + const multiplier = direction === 'asc' ? 1 : -1; + + if (column === 'enrolledStudents') { + filteredCourses.sort((a, b) => (a.enrolledStudents - b.enrolledStudents) * multiplier); + } else if (column === 'capacity') { + filteredClassrooms.sort((a, b) => (a.capacity - b.capacity) * multiplier); + } else if (column === 'studentId') { + filteredStudents.sort((a, b) => a.id.localeCompare(b.id) * multiplier); + } + } + + return { filteredCourses, filteredClassrooms, filteredStudents }; + }; + + const renderTable = () => { + const { filteredCourses, filteredClassrooms, filteredStudents } = getFilteredData(); + const hasSearchQuery = searchQuery.trim().length > 0; + + if (activeTab === 'courses') { + return ( +
+ + + + + + + + + + + + {filteredCourses.map((c) => ( + + + + + + + + ))} + {filteredCourses.length === 0 && ( + + + + )} + +
{t('dataInput.courseCode')}{t('dataInput.courseName')} toggleSort('enrolledStudents')} + > + + {t('dataInput.enrolledStudents')} + + + {t('common.actions')}
{c.code}{c.name}{c.enrolledStudents} handleEditClick(c)} + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noCourses')} +
+
+ ); + } + if (activeTab === 'classrooms') { + return ( +
+ + + + + + + + + + + + {filteredClassrooms.map((r) => ( + + + + + + + ))} + {filteredClassrooms.length === 0 && ( + + + + )} + +
{t('dataInput.roomName')}{t('dataInput.building')} toggleSort('capacity')} + > + + {t('dataInput.capacity')} + + + {t('common.actions')}
{r.name}{r.building}{r.capacity} handleEditClick(r)} + + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noClassrooms')} +
+
+ ); + } + if (activeTab === 'students') { + const displayStudents = filteredStudents.slice(0, 100); + return ( +
+
+ + + + + + + + + + + {displayStudents.map((s) => ( + + + + + + + ))} + {filteredStudents.length === 0 && ( + + + + )} + +
toggleSort('studentId')} + > + + {t('dataInput.studentId')} + + + {t('dataInput.studentNameGenerated')}{t('dataInput.email')}{t('dataInput.enrolledCourses')}
{s.id}{s.name}{s.email} + {s.enrolledCourses.length > 0 ? ( +
+ {s.enrolledCourses.slice(0, 3).map(c => ( + + {c} + + ))} + {s.enrolledCourses.length > 3 && ( + +{s.enrolledCourses.length - 3} more + )} +
+ ) : ( + None + )} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noStudents')} +
+
+ {filteredStudents.length > 100 && ( +
+ {t('dataInput.showingStudents', { count: filteredStudents.length })} +
+ )} +
+ ); + } + return null; + }; + + return ( +
+ {isModalOpen && editingItem && (activeTab === 'courses' || activeTab === 'classrooms') && ( + setIsModalOpen(false)} + onSave={handleSaveItem} + /> + )} + + {isStudentImportModalOpen && ( + setIsStudentImportModalOpen(false)} + onSelectStudentInfo={handleStudentInfoImport} + onSelectAttendance={handleAttendanceImport} + studentInfoStatus={studentInfoStatus} + attendanceStatus={attendanceStatus} + onSave={saveMergedData} + /> + )} + + + + + + + +
+
+

{t('common.dataManagement')}

+

{t('dataInput.dataManagementDescription')}

+
+ + {/* Search Input */} +
+
+
+ + + + +
+ setSearchQuery(e.target.value)} + placeholder={t('dataInput.searchPlaceholder', { tab: t(`dataInput.${activeTab}`) })} + className="w-full pl-10 pr-10 py-2 border border-slate-300 rounded-lg text-sm text-slate-900 placeholder-slate-400 focus:ring-2 focus:ring-indigo-500 focus:border-transparent outline-none transition-all" + /> + {searchQuery && ( + + )} +
+
+ +
+
+ + + {isClearMenuOpen && ( + <> +
setIsClearMenuOpen(false)}>
+
+ + + +
+ +
+ + )} +
+ + +
+
+ +
+ {(['courses', 'classrooms', 'students'] as Tab[]).map((tab) => ( + + ))} +
+ +
+ {renderTable()} +
+
+ ); +}; diff --git a/.history/src/components/DataInput_20251221182844.tsx b/.history/src/components/DataInput_20251221182844.tsx new file mode 100644 index 0000000..4605554 --- /dev/null +++ b/.history/src/components/DataInput_20251221182844.tsx @@ -0,0 +1,1314 @@ +import React, { useState, useRef } from 'react'; +import { useTranslation } from 'react-i18next'; +import { useNotification } from '../context/NotificationContext'; +import { Course, Classroom, Student } from '../types'; + +interface DataInputProps { + courses: Course[]; + setCourses: React.Dispatch>; + classrooms: Classroom[]; + setClassrooms: React.Dispatch>; + students: Student[]; + setStudents: React.Dispatch>; + setSchedule: React.Dispatch>; +} + +type Tab = 'courses' | 'classrooms' | 'students'|'enrollments'; + +interface EditModalProps { + item: any; + type: Tab; + mode: 'add' | 'edit'; + onClose: () => void; + onSave: (updatedItem: any) => void; +} + +const EditModal: React.FC = ({ item, type, mode, onClose, onSave }) => { + const { t } = useTranslation(); + const [formData, setFormData] = useState({ ...item }); + + const handleChange = (e: React.ChangeEvent) => { + const { name, value, type: inputType } = e.target; + + if (name === 'capacity') { + if (value === '') { + setFormData((prev: any) => ({ ...prev, [name]: '' })); + } else if (/^\d+$/.test(value)) { + setFormData((prev: any) => ({ ...prev, [name]: parseInt(value, 10) })); + } + return; + } + + setFormData((prev: any) => ({ + ...prev, + [name]: inputType === 'number' ? parseInt(value, 10) : value + })); + }; + + const handleSubmit = (e: React.FormEvent) => { + e.preventDefault(); + const finalData = { ...formData }; + if (type === 'classrooms' && (typeof finalData.capacity !== 'number' || isNaN(finalData.capacity))) { + finalData.capacity = 0; + } + onSave(finalData); + }; + + const renderFormContent = () => { + switch (type) { + case 'courses': + return ( + <> +
+ + +
+
+ + +
+
+ + +

{t('dataInput.calculatedAutomatically')}

+
+ + ); + case 'classrooms': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + case 'students': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + default: + return null; + } + }; + + return ( +
+
+
+

+ {mode === 'add' ? t('dataInput.addNew') : t('common.edit')} {t(`dataInput.${type}`)} +

+ +
+
+ {renderFormContent()} +
+ + +
+
+
+
+ ); +}; + +interface ImportStatus { + fileName: string; + count: number; +} + +interface StudentImportModalProps { + onClose: () => void; + onSelectStudentInfo: () => void; + onSelectAttendance: () => void; + studentInfoStatus: ImportStatus | null; + attendanceStatus: ImportStatus | null; + onSave: () => void; +} + +const StudentImportModal: React.FC = ({ + onClose, + onSelectStudentInfo, + onSelectAttendance, + studentInfoStatus, + attendanceStatus, + onSave +}) => { + const { t } = useTranslation(); + + return ( +
+
+
+

+ {t('dataInput.importStudentsTitle') || 'Import Student Data'} +

+ +
+
+

+ {t('dataInput.importStudentsDesc') || 'Select the type of file you want to import:'} +

+ +
+
+
+ + + + + + +
+
+

+ {t('dataInput.importStudentInfo') || 'Student Information'} +

+

+ {studentInfoStatus + ? {studentInfoStatus.fileName}
{studentInfoStatus.count} records found + : (t('dataInput.importStudentInfoDesc') || 'Import a file containing student IDs (e.g., realData_AllStudents.csv)') + } +

+
+
+ {studentInfoStatus ? ( + + ) : ( + + )} +
+
+
+ +
+
+
+ + + + + + + +
+
+

+ {t('dataInput.importAttendance') || 'Attendance Data'} +

+

+ {attendanceStatus + ? {attendanceStatus.fileName}
{attendanceStatus.count} records found + : (t('dataInput.importAttendanceDesc') || 'Import a file containing course-student enrollments (e.g., realData_AllAttendanceLists.csv)') + } +

+
+
+ {attendanceStatus ? ( + + ) : ( + + )} +
+
+
+
+
+ +
+
+
+ ); +}; + + + +export const DataInput: React.FC = ({ + courses, setCourses, classrooms, setClassrooms, students, setStudents +}) => { + const { t } = useTranslation(); + const { showNotification } = useNotification(); + const [activeTab, setActiveTab] = useState('courses'); + const [searchQuery, setSearchQuery] = useState(''); + const [sortConfig, setSortConfig] = useState<{ column: string; direction: 'asc' | 'desc' } | null>(null); + const fileInputRef = useRef(null); + + + const studentInfoFileInputRef = useRef(null); + const attendanceFileInputRef = useRef(null); + + const [editingItem, setEditingItem] = useState(null); + const [isModalOpen, setIsModalOpen] = useState(false); + const [modalMode, setModalMode] = useState<'add' | 'edit'>('edit'); + const [isClearMenuOpen, setIsClearMenuOpen] = useState(false); + const [isStudentImportModalOpen, setIsStudentImportModalOpen] = useState(false); + + // Status state for the modal + const [studentInfoStatus, setStudentInfoStatus] = useState(null); + const [attendanceStatus, setAttendanceStatus] = useState(null); + + // Buffers for storing data during modal session + const tempStudentMap = useRef>(new Map()); // ID -> Name + const tempAttendanceMap = useRef>>(new Map()); // ID -> Set + + const handleClearData = async (type: 'all' | 'courses' | 'classrooms' | 'students') => { + const confirmMessage = type === 'all' + ? t('dataInput.confirmDeleteAll') + : t('dataInput.confirmDeleteSection', { section: type }); + + if (window.confirm(confirmMessage)) { + if (type === 'all') { + // 1. Clear input data from DB + await window.api.clearCourses(); + await window.api.clearClassrooms(); + await window.api.clearStudents(); +<<<<<<< HEAD + await window.api.clearSchedule(); + + // 2. Update frontend state + setCourses([]); + setClassrooms([]); + setStudents([]); + // Assuming this setter is for the schedule data + + showNotification("All data and generated schedules have been wiped.", 'success'); + + + setCourses([]); setClassrooms([]); setStudents([]); +>>>>>>> origin/main + } else if (type === 'courses') { + await window.api.clearCourses(); + setCourses([]); + } else if (type === 'classrooms') { + await window.api.clearClassrooms(); + setClassrooms([]); + } else if (type === 'students') { + await window.api.clearStudents(); + setStudents([]); + } + setIsClearMenuOpen(false); + } + }; + // Detects file type based on specific header strings or formatting + + // Helper to distinguish between standard Student lists and Attendance/Enrollment lists + + const detectFileType = (text: string): string => { + const upperText = text.toUpperCase(); + + // Student Info files always contain this header + if (upperText.includes('ALL OF THE STUDENTS')) return 'students'; + + // Course files header + if (upperText.includes('ALL OF THE COURSES')) return 'courses'; + + // Classroom files header + if (upperText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; + + // Attendance/Enrollment files contain the list format like [ 'ID1', 'ID2' ] + if (text.includes('[') && text.includes(']')) return 'enrollments'; + + return 'unknown'; + }; + + +const handleAttendanceFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + +<<<<<<< HEAD + // CONSTRAINT: Prevent import if Courses or Students (in-app or temporary) are missing + const studentsAvailable = students.length > 0 || tempStudentMap.current.size > 0; + if (courses.length === 0 || !studentsAvailable) { + showNotification("Dependency Error: Please import Courses and student information before importing attendance!", 'error'); +======= + // CONSTRAINT: Prevent import if primary data (courses/students) is missing + const studentsAvailable = students.length > 0 || tempStudentMap.current.size > 0; + if (courses.length === 0 || !studentsAvailable) { + showNotification("Dependency Error: Please import Courses and student information first!", 'error'); +>>>>>>> origin/main + e.target.value = ''; + return; + } + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Ensure the user is uploading an actual Enrollment file + if (detectFileType(text) !== 'enrollments') { + showNotification("Format Error: This file is not a valid attendance list file!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + const map = extractAttendanceMap(rows); + + // Combine students from app state and the temporary import buffer + const allAvailableStudentIds = new Set(students.map(s => s.id.toUpperCase())); + tempStudentMap.current.forEach((_name, id) => { + allAvailableStudentIds.add(id.toUpperCase()); + }); + + let matchCount = 0; + let skipCount = 0; + + map.forEach((val, key) => { + if (allAvailableStudentIds.has(key.toUpperCase())) { + if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); + val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + matchCount++; + } else { + skipCount++; + } + }); + + if (matchCount > 0) { + setAttendanceStatus({ fileName: file.name, count: matchCount }); + if (skipCount > 0) { + showNotification(`Identified ${matchCount} valid students. Ignored ${skipCount} unknown students.`, 'success'); + } else { + showNotification(`Identified ${matchCount} valid students.`, 'success'); + } + } else { + showNotification("Import Warning: No matching students found from the attendance file.", 'error'); + } + } catch (err) { + showNotification("Parse Error: Failed to analyze the attendance file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleImportClick = () => { + if (activeTab === 'students') { + // Reset status and buffers when opening + setStudentInfoStatus(null); + setAttendanceStatus(null); + tempStudentMap.current.clear(); + tempAttendanceMap.current.clear(); + setIsStudentImportModalOpen(true); + } else { + fileInputRef.current?.click(); + } + }; + + + const handleStudentInfoImport = () => { + // Do not close modal here anymore + studentInfoFileInputRef.current?.click(); + }; + + const handleAttendanceImport = () => { + // Do not close modal here anymore + attendanceFileInputRef.current?.click(); + }; + + + const handleEditClick = (item: Course | Classroom| Student) => { + setEditingItem(item); + setModalMode('edit'); + setIsModalOpen(true); + }; + + const handleAddClick = () => { + setModalMode('add'); + if (activeTab === 'courses') { + setEditingItem({ id: '', code: '', name: '', enrolledStudents: 0 }); + } else if (activeTab === 'classrooms') { + setEditingItem({ id: '', name: '', capacity: 0, building: '' }); + } else if (activeTab === 'students') { + setEditingItem({ id: '', name: '', email: '', enrolledCourses: [] }); + } + setIsModalOpen(true); + }; + + const handleSaveItem = async (updatedItem: any) => { + try { + if (activeTab === 'courses') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.code }; + await window.api.addCourse(newItem); + setCourses(prev => [...prev, newItem]); + } else { + setCourses(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'classrooms') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.name }; + await window.api.addClassroomsBulk([newItem]); + setClassrooms(prev => [...prev, newItem]); + } else { + setClassrooms(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'students') { + if (modalMode === 'add') { + const newItem = { + ...updatedItem, + email: updatedItem.email || `${updatedItem.id.toLowerCase()}@uni.edu`, + enrolledCourses: [] + }; + await window.api.addStudentsBulk([ + { + studentNumber: newItem.id, + name: newItem.name, + enrolledCourses: [] + } + ]); + setStudents(prev => [...prev, newItem]); + showNotification(t('dataInput.studentAdded', 'Student added successfully'), 'success'); + } else { + setStudents(prev => prev.map(s => s.id === updatedItem.id ? updatedItem : s)); + } + } + setIsModalOpen(false); + setEditingItem(null); + } catch (error) { + console.error("Save error:", error); + showNotification("Failed to save item", 'error'); + } + }; + + + const parseCourseListFile = async (rows: string[]) => { +<<<<<<< HEAD + const newCourses: { id: string, code: string, name: string, enrolledStudents: number }[] = []; + +======= + const newCourses: Course[] = []; +>>>>>>> origin/main + rows.forEach((row) => { + if (row.includes("ALL OF THE COURSES") || !row.trim()) return; + const code = row.trim(); +<<<<<<< HEAD + newCourses.push({ + id: code, + code: code, + name: `Course ${code}`, + enrolledStudents: 0, + }); +======= + newCourses.push({ id: code, code: code, name: `Course ${code}`, enrolledStudents: 0 }); +>>>>>>> origin/main + }); + if (newCourses.length > 0) { + await window.api.addCoursesBulk(newCourses); + // After bulk adding, get the complete fresh list from the DB + const allSavedCourses = await window.api.getCourses(); + // Map it correctly + const mappedCourses = allSavedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + // Replace the entire state + setCourses(mappedCourses); + showNotification(t('dataInput.importedCourses', { count: newCourses.length }), 'success'); + } + }; + + const parseClassroomFile = async (rows: string[]) => { +<<<<<<< HEAD + const newRooms: { name: string; capacity: number; building: string }[] = []; + +======= + const newRooms: Classroom[] = []; +>>>>>>> origin/main + rows.forEach((row) => { + if (row.includes("ALL OF THE CLASSROOMS") || !row.trim()) return; + const parts = row.split(';'); + if (parts.length >= 2) { + const name = parts[0].trim(); + const capacity = parseInt(parts[1].trim(), 10); +<<<<<<< HEAD + + newRooms.push({ + name: name, + capacity: isNaN(capacity) ? 0 : capacity, + building: 'Main Hall' + }); +======= + newRooms.push({ id: name, name: name, capacity: isNaN(capacity) ? 0 : capacity, building: 'Main Hall' }); +>>>>>>> origin/main + } + }); + if (newRooms.length > 0) { + await window.api.addClassroomsBulk(newRooms); +<<<<<<< HEAD + // After bulk adding, get the complete fresh list from the DB + const allSavedRooms = await window.api.getClassrooms(); + // Map it correctly + const mappedRooms = allSavedRooms.map((r: any) => ({ + id: r.id.toString(), // The correct mapping + name: r.name, + capacity: r.capacity, + building: r.building + })); + // Replace the entire state, not just append + setClassrooms(mappedRooms); +======= + const saved = await window.api.getClassrooms(); + setClassrooms(saved.map((r: any) => ({ id: r.name, name: r.name, capacity: r.capacity, building: r.building }))); +>>>>>>> origin/main + showNotification(t('dataInput.importedClassrooms', { count: newRooms.length }), 'success'); + } + }; + + + // --- Pure Parsing Logic --- + + const extractStudentMap = (rows: string[]): Map => { + const map = new Map(); + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow || cleanRow.includes("ALL OF THE STUDENTS")) return; + // Assuming format: ID;Name + // The previous logic was: const [student_id, student_name] = row.split(';'); + // But parseSimpleStudentList used just cleanRow as ID and generated name. + // Let's check parseSimpleStudentList again. + // It did: studentId = cleanRow; name = Student {studentId} + // Wait, the original `parseSimpleStudentList` I saw in Step 29/30 had split(';') logic commented out or replaced? + // In Step 29, line 316: `const studentId = cleanRow;` + // In Step 18 (summary): `realData_AllStudents.csv` format `student_id;student_name`. + // The code in Step 29 seemed to simplify it. + // Let's try to handle both if possible, or stick to what the code was doing. + // The code at line 424 (viewed in Step 138) was: `const studentId = cleanRow;` + // And name: `Student ${studentId}` + // BUT the user says "Student Information" file. + // Let's look at `realData_AllStudents.csv` content from Step 18 summary: `student_id;student_name` + // If the code was just taking the whole row as ID, that might be a bug or I misread. + // Let's try to split by semicolon if present. + if (cleanRow.includes(';')) { + const [id, name] = cleanRow.split(';'); + if (id) map.set(id.trim(), name?.trim() || `Student ${id.trim()}`); + } else { + map.set(cleanRow, `Student ${cleanRow}`); + } + }); + return map; + }; + + const extractAttendanceMap = (rows: string[]): Map> => { + const map = new Map>(); + let currentCourseCode = ''; + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow) return; + if (cleanRow.startsWith('[')) { + if (!currentCourseCode) return; + const content = cleanRow.slice(1, -1); + // The regex replace might be needed for quoted strings + const studentIds = content.split(',').map(s => s.trim().replace(/^['"]|['"]$/g, '')); + studentIds.forEach(sId => { + if (!sId) return; + if (!map.has(sId)) map.set(sId, new Set()); + map.get(sId)?.add(currentCourseCode); + }); + } else { + // Heuristic for course code vs empty line + if (cleanRow.length < 50 && !cleanRow.startsWith('[')) currentCourseCode = cleanRow; + } + }); + return map; + }; + + const saveMergedData = async () => { + // Merge buffers + const allStudentIds = new Set([...tempStudentMap.current.keys(), ...tempAttendanceMap.current.keys()]); + const newStudents: any[] = []; + + allStudentIds.forEach(id => { + const name = tempStudentMap.current.get(id) || `Student ${id.split('_')[2] || id}`; + const courses = tempAttendanceMap.current.get(id) || new Set(); + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + + // Refresh data + const savedStudents = await window.api.getStudents(); + const mappedStudents = savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + })); + setStudents(mappedStudents); + + // Refresh courses for enrolled counts + const savedCourses = await window.api.getCourses(); + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + setCourses(mappedCourses); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + } + setIsStudentImportModalOpen(false); + }; + + + + // --- Parsing Wrappers for ProcessCSV (Legacy/Direct) --- + +<<<<<<< HEAD + // Updated to use the correct logic but immediately save (same behavior as before but cleaner) + const parseSimpleStudentList = async (rows: string[]): Promise => { + const map = extractStudentMap(rows); + // We need to merge this with potentially existing data? + // processCSV is usually for bulk import of everything. + // For safely: we just save what we found. + const newStudents: any[] = []; + map.forEach((name, id) => { + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: [] + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + // Refreshes local state from the database to ensure UI is up to date + const refreshSystemData = async () => { + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + + const savedCourses = await window.api.getCourses(); + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + }; + + // Processes the attendance file and links ONLY existing students to existing courses + // Processes attendance by matching file data against existing system data + const parseStudentAttendanceFile = async (rows: string[]): Promise => { + const rawMap = extractAttendanceMap(rows); + const validEnrollments: any[] = []; + + // Create lookup sets for O(1) performance + const existingStudentIds = new Set(students.map(s => s.id.toUpperCase())); + const existingCourseCodes = new Set(courses.map(c => c.code.toUpperCase())); + + let totalFoundInFile = 0; + let matchedCount = 0; + let missingStudentsCount = 0; + + rawMap.forEach((courseCodes, studentId) => { + const normalizedId = studentId.toUpperCase(); + totalFoundInFile++; + + // CHECK: Does this student exist in the Students tab? + if (existingStudentIds.has(normalizedId)) { + // Filter courses: only keep those that exist in the Courses tab + const validCourses = Array.from(courseCodes).filter(code => + existingCourseCodes.has(code.toUpperCase()) + ); + + if (validCourses.length > 0) { + validEnrollments.push({ + studentNumber: studentId, + name: "", // Leave empty; backend won't update existing names + enrolledCourses: validCourses + }); + matchedCount++; + } + } else { + // Student not found in system - increment skip counter + missingStudentsCount++; + } + }); + + // If we found at least one match, proceed with the import + if (validEnrollments.length > 0) { + await window.api.addStudentsBulk(validEnrollments); + + // Notify user about the partial success and the missing students + if (missingStudentsCount > 0) { + showNotification( + `Matched ${matchedCount} students. Records not found for ${missingStudentsCount} students in the list.`, + 'success' + ); + } else { + showNotification(`Successfully matched all ${matchedCount} students.`, 'success'); + } + + // Refresh UI data + await refreshSystemData(); + return matchedCount; + } else { + showNotification(`Import Failed: None of the ${totalFoundInFile} students in this file exist in your system.`, 'error'); + return 0; + } + }; + +======= + +>>>>>>> origin/main + const processCSV = (text: string) => { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + if (rows.length === 0) return; + + if (activeTab === 'classrooms') { + parseClassroomFile(rows); + } else if (activeTab === 'courses') { + parseCourseListFile(rows); + } else { + // This case should ideally not be reached due to handleFileChange's detectFileType and activeTab check, + // but as a safeguard, we can notify if an unexpected tab is encountered. + showNotification(t('dataInput.formatError'), 'error'); + } + }; + +const handleFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = (event) => { + const text = event.target?.result as string; + const detectedType = detectFileType(text); + + if (detectedType === 'unknown') { + showNotification(t('dataInput.unrecognizedFileFormat'), 'error'); + e.target.value = ''; + return; + } + + if (detectedType !== activeTab) { + showNotification(t('dataInput.tabMismatchError', { detected: detectedType, active: activeTab }), 'error'); + e.target.value = ''; + return; + } + + try { + processCSV(text); + showNotification(t('dataInput.fileProcessed', { type: activeTab }), 'success'); + } catch (err) { + console.error("Error processing CSV:", err); + showNotification(t('dataInput.importError'), 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + // Handles the Student Information file upload + // Blocks Attendance files to prevent "ghost" students + const handleStudentInfoFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Check what kind of file this actually is + const actualType = detectFileType(text); + + // SECURITY: If user tries to upload Attendance as Student Info + if (actualType === 'enrollments') { + showNotification("Format Error: You cannot upload an Attendance List as Student Information!", 'error'); + return; + } + + // SECURITY: Ensure it's a student list + if (actualType !== 'students' && actualType !== 'unknown') { + showNotification("Format Error: This file does not contain valid Student Information!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + // Extract students and store them in the temporary map + const map = extractStudentMap(rows); + map.forEach((val, key) => tempStudentMap.current.set(key, val)); + + setStudentInfoStatus({ fileName: file.name, count: map.size }); + showNotification(`Successfully loaded ${map.size} students. Click 'Done' to save.`, 'success'); + } catch (err) { + showNotification("Parse Error: Failed to process the student info file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; // Reset to allow re-selection + }; + + + + // Clear search and sort when switching tabs + React.useEffect(() => { + setSearchQuery(''); + setSortConfig(null); + }, [activeTab]); + + // Toggle sort for a column + const toggleSort = (column: string) => { + setSortConfig(prev => { + if (prev?.column === column) { + // Toggle direction or clear if already desc + if (prev.direction === 'asc') { + return { column, direction: 'desc' }; + } + return null; // Clear sort + } + return { column, direction: 'asc' }; + }); + }; + + // Sort icon component + const SortIcon = ({ column }: { column: string }) => { + const isActive = sortConfig?.column === column; + const isAsc = isActive && sortConfig?.direction === 'asc'; + const isDesc = isActive && sortConfig?.direction === 'desc'; + + return ( + + + + + + + + + ); + }; + + // Get filtered and sorted data + const getFilteredData = () => { + const query = searchQuery.toLowerCase().trim(); + + // Filter + let filteredCourses = query + ? courses.filter(c => + c.code.toLowerCase().includes(query) || + c.name.toLowerCase().includes(query) + ) + : [...courses]; + + let filteredClassrooms = query + ? classrooms.filter(r => + r.name.toLowerCase().includes(query) || + r.building.toLowerCase().includes(query) + ) + : [...classrooms]; + + let filteredStudents = query + ? students.filter(s => + s.id.toLowerCase().includes(query) || + s.name.toLowerCase().includes(query) || + s.enrolledCourses.some(c => c.toLowerCase().includes(query)) + ) + : [...students]; + + // Sort + if (sortConfig) { + const { column, direction } = sortConfig; + const multiplier = direction === 'asc' ? 1 : -1; + + if (column === 'enrolledStudents') { + filteredCourses.sort((a, b) => (a.enrolledStudents - b.enrolledStudents) * multiplier); + } else if (column === 'capacity') { + filteredClassrooms.sort((a, b) => (a.capacity - b.capacity) * multiplier); + } else if (column === 'studentId') { + filteredStudents.sort((a, b) => a.id.localeCompare(b.id) * multiplier); + } + } + + return { filteredCourses, filteredClassrooms, filteredStudents }; + }; + + const renderTable = () => { + const { filteredCourses, filteredClassrooms, filteredStudents } = getFilteredData(); + const hasSearchQuery = searchQuery.trim().length > 0; + + if (activeTab === 'courses') { + return ( +
+ + + + + + + + + + + + {filteredCourses.map((c) => ( + + + + + + + ))} + {filteredCourses.length === 0 && ( + + + + )} + +
{t('dataInput.courseCode')}{t('dataInput.courseName')} toggleSort('enrolledStudents')} + > + + {t('dataInput.enrolledStudents')} + + + {t('common.actions')}
{c.code}{c.name}{c.enrolledStudents} handleEditClick(c)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noCourses')} +
+
+ ); + } + if (activeTab === 'classrooms') { + return ( +
+ + + + + + + + + + + + {filteredClassrooms.map((r) => ( + + + + + + + ))} + {filteredClassrooms.length === 0 && ( + + + + )} + +
{t('dataInput.roomName')}{t('dataInput.building')} toggleSort('capacity')} + > + + {t('dataInput.capacity')} + + + {t('common.actions')}
{r.name}{r.building}{r.capacity} handleEditClick(r)} + + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noClassrooms')} +
+
+ ); + } + if (activeTab === 'students') { + const displayStudents = filteredStudents.slice(0, 100); + return ( +
+
+ + + + + + + + + + + + {displayStudents.map((s) => ( + + + + + + + + ))} + {filteredStudents.length === 0 && ( + + + + )} + +
toggleSort('studentId')} + > + + {t('dataInput.studentId')} + + + {t('dataInput.studentNameGenerated')}{t('dataInput.email')}{t('dataInput.enrolledCourses')}{t('common.actions')}
{s.id}{s.name}{s.email} + {s.enrolledCourses.length > 0 ? ( +
+ {s.enrolledCourses.slice(0, 3).map(c => ( + {c} + ))} + {s.enrolledCourses.length > 3 && (+{s.enrolledCourses.length - 3} more)} +
+ ) : (None)} + 		handleEditClick(s)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noStudents')} +
+
+ {filteredStudents.length > 100 && ( +
+ {t('dataInput.showingStudents', { count: filteredStudents.length })} +
+ )} +
+ ); + } + return null; + }; + + return ( +
+ {isModalOpen && editingItem && ( + setIsModalOpen(false)} + onSave={handleSaveItem} + /> + )} + + {isStudentImportModalOpen && ( + setIsStudentImportModalOpen(false)} + onSelectStudentInfo={handleStudentInfoImport} + onSelectAttendance={handleAttendanceImport} + studentInfoStatus={studentInfoStatus} + attendanceStatus={attendanceStatus} + onSave={saveMergedData} + /> + )} + + + + + + + +
+
+

{t('common.dataManagement')}

+

{t('dataInput.dataManagementDescription')}

+
+ + {/* Search Input */} +
+
+
+ + + + +
+ setSearchQuery(e.target.value)} + placeholder={t('dataInput.searchPlaceholder', { tab: t(`dataInput.${activeTab}`) })} + className="w-full pl-10 pr-10 py-2 border border-slate-300 rounded-lg text-sm text-slate-900 placeholder-slate-400 focus:ring-2 focus:ring-indigo-500 focus:border-transparent outline-none transition-all" + /> + {searchQuery && ( + + )} +
+
+ +
+
+ + {isClearMenuOpen && ( + <> +
setIsClearMenuOpen(false)}>
+
+ + + +
+ +
+ + )} +
+ + +
+
+ +
+ {(['courses', 'classrooms', 'students'] as Tab[]).map((tab) => ( + + ))} +
+ +
+ {renderTable()} +
+
+ ); +}; diff --git a/.history/src/components/DataInput_20251221183058.tsx b/.history/src/components/DataInput_20251221183058.tsx new file mode 100644 index 0000000..e716c1b --- /dev/null +++ b/.history/src/components/DataInput_20251221183058.tsx @@ -0,0 +1,1230 @@ +import React, { useState, useRef } from 'react'; +import { useTranslation } from 'react-i18next'; +import { useNotification } from '../context/NotificationContext'; +import { Course, Classroom, Student } from '../types'; + +interface DataInputProps { + courses: Course[]; + setCourses: React.Dispatch>; + classrooms: Classroom[]; + setClassrooms: React.Dispatch>; + students: Student[]; + setStudents: React.Dispatch>; + setSchedule: React.Dispatch>; +} + +type Tab = 'courses' | 'classrooms' | 'students'|'enrollments'; + +interface EditModalProps { + item: any; + type: Tab; + mode: 'add' | 'edit'; + onClose: () => void; + onSave: (updatedItem: any) => void; +} + +const EditModal: React.FC = ({ item, type, mode, onClose, onSave }) => { + const { t } = useTranslation(); + const [formData, setFormData] = useState({ ...item }); + + const handleChange = (e: React.ChangeEvent) => { + const { name, value, type: inputType } = e.target; + + if (name === 'capacity') { + if (value === '') { + setFormData((prev: any) => ({ ...prev, [name]: '' })); + } else if (/^\d+$/.test(value)) { + setFormData((prev: any) => ({ ...prev, [name]: parseInt(value, 10) })); + } + return; + } + + setFormData((prev: any) => ({ + ...prev, + [name]: inputType === 'number' ? parseInt(value, 10) : value + })); + }; + + const handleSubmit = (e: React.FormEvent) => { + e.preventDefault(); + const finalData = { ...formData }; + if (type === 'classrooms' && (typeof finalData.capacity !== 'number' || isNaN(finalData.capacity))) { + finalData.capacity = 0; + } + onSave(finalData); + }; + + const renderFormContent = () => { + switch (type) { + case 'courses': + return ( + <> +
+ + +
+
+ + +
+
+ + +

{t('dataInput.calculatedAutomatically')}

+
+ + ); + case 'classrooms': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + case 'students': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + default: + return null; + } + }; + + return ( +
+
+
+

+ {mode === 'add' ? t('dataInput.addNew') : t('common.edit')} {t(`dataInput.${type}`)} +

+ +
+
+ {renderFormContent()} +
+ + +
+
+
+
+ ); +}; + +interface ImportStatus { + fileName: string; + count: number; +} + +interface StudentImportModalProps { + onClose: () => void; + onSelectStudentInfo: () => void; + onSelectAttendance: () => void; + studentInfoStatus: ImportStatus | null; + attendanceStatus: ImportStatus | null; + onSave: () => void; +} + +const StudentImportModal: React.FC = ({ + onClose, + onSelectStudentInfo, + onSelectAttendance, + studentInfoStatus, + attendanceStatus, + onSave +}) => { + const { t } = useTranslation(); + + return ( +
+
+
+

+ {t('dataInput.importStudentsTitle') || 'Import Student Data'} +

+ +
+
+

+ {t('dataInput.importStudentsDesc') || 'Select the type of file you want to import:'} +

+ +
+
+
+ + + + + + +
+
+

+ {t('dataInput.importStudentInfo') || 'Student Information'} +

+

+ {studentInfoStatus + ? {studentInfoStatus.fileName}
{studentInfoStatus.count} records found + : (t('dataInput.importStudentInfoDesc') || 'Import a file containing student IDs (e.g., realData_AllStudents.csv)') + } +

+
+
+ {studentInfoStatus ? ( + + ) : ( + + )} +
+
+
+ +
+
+
+ + + + + + + +
+
+

+ {t('dataInput.importAttendance') || 'Attendance Data'} +

+

+ {attendanceStatus + ? {attendanceStatus.fileName}
{attendanceStatus.count} records found + : (t('dataInput.importAttendanceDesc') || 'Import a file containing course-student enrollments (e.g., realData_AllAttendanceLists.csv)') + } +

+
+
+ {attendanceStatus ? ( + + ) : ( + + )} +
+
+
+
+
+ +
+
+
+ ); +}; + + + +export const DataInput: React.FC = ({ + courses, setCourses, classrooms, setClassrooms, students, setStudents +}) => { + const { t } = useTranslation(); + const { showNotification } = useNotification(); + const [activeTab, setActiveTab] = useState('courses'); + const [searchQuery, setSearchQuery] = useState(''); + const [sortConfig, setSortConfig] = useState<{ column: string; direction: 'asc' | 'desc' } | null>(null); + const fileInputRef = useRef(null); + + + const studentInfoFileInputRef = useRef(null); + const attendanceFileInputRef = useRef(null); + + const [editingItem, setEditingItem] = useState(null); + const [isModalOpen, setIsModalOpen] = useState(false); + const [modalMode, setModalMode] = useState<'add' | 'edit'>('edit'); + const [isClearMenuOpen, setIsClearMenuOpen] = useState(false); + const [isStudentImportModalOpen, setIsStudentImportModalOpen] = useState(false); + + // Status state for the modal + const [studentInfoStatus, setStudentInfoStatus] = useState(null); + const [attendanceStatus, setAttendanceStatus] = useState(null); + + // Buffers for storing data during modal session + const tempStudentMap = useRef>(new Map()); // ID -> Name + const tempAttendanceMap = useRef>>(new Map()); // ID -> Set + + const handleClearData = async (type: 'all' | 'courses' | 'classrooms' | 'students') => { + const confirmMessage = type === 'all' + ? t('dataInput.confirmDeleteAll') + : t('dataInput.confirmDeleteSection', { section: type }); + + if (window.confirm(confirmMessage)) { + if (type === 'all') { + // 1. Clear input data from DB + await window.api.clearCourses(); + await window.api.clearClassrooms(); + await window.api.clearStudents(); + setCourses([]); + setClassrooms([]); + setStudents([]); + } else if (type === 'courses') { + await window.api.clearCourses(); + setCourses([]); + } else if (type === 'classrooms') { + await window.api.clearClassrooms(); + setClassrooms([]); + } else if (type === 'students') { + await window.api.clearStudents(); + setStudents([]); + } + setIsClearMenuOpen(false); + } + }; + // Detects file type based on specific header strings or formatting + + // Helper to distinguish between standard Student lists and Attendance/Enrollment lists + + const detectFileType = (text: string): string => { + const upperText = text.toUpperCase(); + + // Student Info files always contain this header + if (upperText.includes('ALL OF THE STUDENTS')) return 'students'; + + // Course files header + if (upperText.includes('ALL OF THE COURSES')) return 'courses'; + + // Classroom files header + if (upperText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; + + // Attendance/Enrollment files contain the list format like [ 'ID1', 'ID2' ] + if (text.includes('[') && text.includes(']')) return 'enrollments'; + + return 'unknown'; + }; + + +const handleAttendanceFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + // CONSTRAINT: Prevent import if primary data (courses/students) is missing + if (courses.length === 0 || students.length === 0) { + showNotification("Dependency Error: Please import Courses and Students first!", 'error'); + e.target.value = ''; + return; + } + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Ensure the user is uploading an actual Enrollment file + if (detectFileType(text) !== 'enrollments') { + showNotification("Format Error: This file is not a valid attendance list file!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + const map = extractAttendanceMap(rows); + + // Combine students from app state and the temporary import buffer + const allAvailableStudentIds = new Set(students.map(s => s.id.toUpperCase())); + tempStudentMap.current.forEach((_name, id) => { + allAvailableStudentIds.add(id.toUpperCase()); + }); + + let matchCount = 0; + let skipCount = 0; + + map.forEach((val, key) => { + if (allAvailableStudentIds.has(key.toUpperCase())) { + if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); + val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + matchCount++; + } else { + skipCount++; + } + }); + + if (matchCount > 0) { + setAttendanceStatus({ fileName: file.name, count: matchCount }); + if (skipCount > 0) { + showNotification(`Identified ${matchCount} valid students. Ignored ${skipCount} unknown students.`, 'success'); + } else { + showNotification(`Identified ${matchCount} valid students.`, 'success'); + } + } else { + showNotification("Import Warning: No matching students found from the attendance file.", 'error'); + } + } catch (err) { + showNotification("Parse Error: Failed to analyze the attendance file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleImportClick = () => { + if (activeTab === 'students') { + // Reset status and buffers when opening + setStudentInfoStatus(null); + setAttendanceStatus(null); + tempStudentMap.current.clear(); + tempAttendanceMap.current.clear(); + setIsStudentImportModalOpen(true); + } else { + fileInputRef.current?.click(); + } + }; + + + const handleStudentInfoImport = () => { + // Do not close modal here anymore + studentInfoFileInputRef.current?.click(); + }; + + const handleAttendanceImport = () => { + // Do not close modal here anymore + attendanceFileInputRef.current?.click(); + }; + + + const handleEditClick = (item: Course | Classroom| Student) => { + setEditingItem(item); + setModalMode('edit'); + setIsModalOpen(true); + }; + + const handleAddClick = () => { + setModalMode('add'); + if (activeTab === 'courses') { + setEditingItem({ id: '', code: '', name: '', enrolledStudents: 0 }); + } else if (activeTab === 'classrooms') { + setEditingItem({ id: '', name: '', capacity: 0, building: '' }); + } else if (activeTab === 'students') { + setEditingItem({ id: '', name: '', email: '', enrolledCourses: [] }); + } + setIsModalOpen(true); + }; + + const handleSaveItem = async (updatedItem: any) => { + try { + if (activeTab === 'courses') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.code }; + await window.api.addCourse(newItem); + setCourses(prev => [...prev, newItem]); + } else { + setCourses(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'classrooms') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.name }; + await window.api.addClassroomsBulk([newItem]); + setClassrooms(prev => [...prev, newItem]); + } else { + setClassrooms(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'students') { + if (modalMode === 'add') { + const newItem = { + ...updatedItem, + email: updatedItem.email || `${updatedItem.id.toLowerCase()}@uni.edu`, + enrolledCourses: [] + }; + await window.api.addStudentsBulk([ + { + studentNumber: newItem.id, + name: newItem.name, + enrolledCourses: [] + } + ]); + setStudents(prev => [...prev, newItem]); + showNotification(t('dataInput.studentAdded', 'Student added successfully'), 'success'); + } else { + setStudents(prev => prev.map(s => s.id === updatedItem.id ? updatedItem : s)); + } + } + setIsModalOpen(false); + setEditingItem(null); + } catch (error) { + console.error("Save error:", error); + showNotification("Failed to save item", 'error'); + } + }; + + + const parseCourseListFile = async (rows: string[]) => { + const newCourses: Course[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE COURSES") || !row.trim()) return; + const code = row.trim(); + newCourses.push({ + id: code, + code: code, + name: `Course ${code}`, + enrolledStudents: 0, + + }); + }); + if (newCourses.length > 0) { + await window.api.addCoursesBulk(newCourses); + // After bulk adding, get the complete fresh list from the DB + const allSavedCourses = await window.api.getCourses(); + // Map it correctly + const mappedCourses = allSavedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + // Replace the entire state + setCourses(mappedCourses); + showNotification(t('dataInput.importedCourses', { count: newCourses.length }), 'success'); + } + }; + + const parseClassroomFile = async (rows: string[]) => { + const newRooms: Classroom[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE CLASSROOMS") || !row.trim()) return; + const parts = row.split(';'); + if (parts.length >= 2) { + const name = parts[0].trim(); + const capacity = parseInt(parts[1].trim(), 10); + + newRooms.push({ + id: name, + name: name, + capacity: isNaN(capacity) ? 0 : capacity, + + building: 'Main Hall' + }); + } + }); + if (newRooms.length > 0) { + await window.api.addClassroomsBulk(newRooms); + const savedRooms = await window.api.getClassrooms(); + const mappedRooms = savedRooms.map((r: any) => ({ + id: r.name, + name: r.name, + capacity: r.capacity, + building: r.building + })); + + setClassrooms(prev => { + const existingIds = new Set(prev.map(r => r.id)); + const uniqueNew = mappedRooms.filter((r: any) => !existingIds.has(r.id)); + return [...prev, ...uniqueNew]; + }); + showNotification(t('dataInput.importedClassrooms', { count: newRooms.length }), 'success'); + } + }; + + + // --- Pure Parsing Logic --- + + const extractStudentMap = (rows: string[]): Map => { + const map = new Map(); + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow || cleanRow.includes("ALL OF THE STUDENTS")) return; + // Assuming format: ID;Name + // The previous logic was: const [student_id, student_name] = row.split(';'); + // But parseSimpleStudentList used just cleanRow as ID and generated name. + // Let's check parseSimpleStudentList again. + // It did: studentId = cleanRow; name = Student {studentId} + // Wait, the original `parseSimpleStudentList` I saw in Step 29/30 had split(';') logic commented out or replaced? + // In Step 29, line 316: `const studentId = cleanRow;` + // In Step 18 (summary): `realData_AllStudents.csv` format `student_id;student_name`. + // The code in Step 29 seemed to simplify it. + // Let's try to handle both if possible, or stick to what the code was doing. + // The code at line 424 (viewed in Step 138) was: `const studentId = cleanRow;` + // And name: `Student ${studentId}` + // BUT the user says "Student Information" file. + // Let's look at `realData_AllStudents.csv` content from Step 18 summary: `student_id;student_name` + // If the code was just taking the whole row as ID, that might be a bug or I misread. + // Let's try to split by semicolon if present. + if (cleanRow.includes(';')) { + const [id, name] = cleanRow.split(';'); + if (id) map.set(id.trim(), name?.trim() || `Student ${id.trim()}`); + } else { + map.set(cleanRow, `Student ${cleanRow}`); + } + }); + return map; + }; + + const extractAttendanceMap = (rows: string[]): Map> => { + const map = new Map>(); + let currentCourseCode = ''; + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow) return; + if (cleanRow.startsWith('[')) { + if (!currentCourseCode) return; + const content = cleanRow.slice(1, -1); + // The regex replace might be needed for quoted strings + const studentIds = content.split(',').map(s => s.trim().replace(/^['"]|['"]$/g, '')); + studentIds.forEach(sId => { + if (!sId) return; + if (!map.has(sId)) map.set(sId, new Set()); + map.get(sId)?.add(currentCourseCode); + }); + } else { + // Heuristic for course code vs empty line + if (cleanRow.length < 50 && !cleanRow.startsWith('[')) currentCourseCode = cleanRow; + } + }); + return map; + }; + + const saveMergedData = async () => { + // Merge buffers + const allStudentIds = new Set([...tempStudentMap.current.keys(), ...tempAttendanceMap.current.keys()]); + const newStudents: any[] = []; + + allStudentIds.forEach(id => { + const name = tempStudentMap.current.get(id) || `Student ${id.split('_')[2] || id}`; + const courses = tempAttendanceMap.current.get(id) || new Set(); + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + + // Refresh data + const savedStudents = await window.api.getStudents(); + const mappedStudents = savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + })); + setStudents(mappedStudents); + + // Refresh courses for enrolled counts + const savedCourses = await window.api.getCourses(); + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + setCourses(mappedCourses); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + } + setIsStudentImportModalOpen(false); + }; + + + + // --- Parsing Wrappers for ProcessCSV (Legacy/Direct) --- + + // Updated to use the correct logic but immediately save (same behavior as before but cleaner) + const parseSimpleStudentList = async (rows: string[]): Promise => { + const map = extractStudentMap(rows); + // We need to merge this with potentially existing data? + // processCSV is usually for bulk import of everything. + // For safely: we just save what we found. + const newStudents: any[] = []; + map.forEach((name, id) => { + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: [] + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + + const parseStudentAttendanceFile = async (rows: string[]): Promise => { + const map = extractAttendanceMap(rows); + const newStudents: any[] = []; + map.forEach((courses, id) => { + newStudents.push({ + studentNumber: id, + name: `Student ${id}`, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + const savedCourses = await window.api.getCourses(); + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + + showNotification(t('dataInput.processedAttendance', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + + const processCSV = (text: string) => { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + if (rows.length === 0) return; + + if (activeTab === 'classrooms') { + parseClassroomFile(rows); + } else if (activeTab === 'courses') { + parseCourseListFile(rows); + } else { + // This case should ideally not be reached due to handleFileChange's detectFileType and activeTab check, + // but as a safeguard, we can notify if an unexpected tab is encountered. + showNotification(t('dataInput.formatError'), 'error'); + } + }; + +const handleFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = (event) => { + const text = event.target?.result as string; + const detectedType = detectFileType(text); + + if (detectedType === 'unknown') { + showNotification(t('dataInput.unrecognizedFileFormat'), 'error'); + e.target.value = ''; + return; + } + + if (detectedType !== activeTab) { + showNotification(t('dataInput.tabMismatchError', { detected: detectedType, active: activeTab }), 'error'); + e.target.value = ''; + return; + } + + try { + processCSV(text); + showNotification(t('dataInput.fileProcessed', { type: activeTab }), 'success'); + } catch (err) { + console.error("Error processing CSV:", err); + showNotification(t('dataInput.importError'), 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + // Handles the Student Information file upload + // Blocks Attendance files to prevent "ghost" students + const handleStudentInfoFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Check what kind of file this actually is + const actualType = detectFileType(text); + + // SECURITY: If user tries to upload Attendance as Student Info + if (actualType === 'enrollments') { + showNotification("Format Error: You cannot upload an Attendance List as Student Information!", 'error'); + return; + } + + // SECURITY: Ensure it's a student list + if (actualType !== 'students' && actualType !== 'unknown') { + showNotification("Format Error: This file does not contain valid Student Information!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + // Extract students and store them in the temporary map + const map = extractStudentMap(rows); + map.forEach((val, key) => tempStudentMap.current.set(key, val)); + + setStudentInfoStatus({ fileName: file.name, count: map.size }); + showNotification(`Successfully loaded ${map.size} students. Click 'Done' to save.`, 'success'); + } catch (err) { + showNotification("Parse Error: Failed to process the student info file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; // Reset to allow re-selection + }; + + + + // Clear search and sort when switching tabs + React.useEffect(() => { + setSearchQuery(''); + setSortConfig(null); + }, [activeTab]); + + // Toggle sort for a column + const toggleSort = (column: string) => { + setSortConfig(prev => { + if (prev?.column === column) { + // Toggle direction or clear if already desc + if (prev.direction === 'asc') { + return { column, direction: 'desc' }; + } + return null; // Clear sort + } + return { column, direction: 'asc' }; + }); + }; + + // Sort icon component + const SortIcon = ({ column }: { column: string }) => { + const isActive = sortConfig?.column === column; + const isAsc = isActive && sortConfig?.direction === 'asc'; + const isDesc = isActive && sortConfig?.direction === 'desc'; + + return ( + + + + + + + + + ); + }; + + // Get filtered and sorted data + const getFilteredData = () => { + const query = searchQuery.toLowerCase().trim(); + + // Filter + let filteredCourses = query + ? courses.filter(c => + c.code.toLowerCase().includes(query) || + c.name.toLowerCase().includes(query) + ) + : [...courses]; + + let filteredClassrooms = query + ? classrooms.filter(r => + r.name.toLowerCase().includes(query) || + r.building.toLowerCase().includes(query) + ) + : [...classrooms]; + + let filteredStudents = query + ? students.filter(s => + s.id.toLowerCase().includes(query) || + s.name.toLowerCase().includes(query) || + s.enrolledCourses.some(c => c.toLowerCase().includes(query)) + ) + : [...students]; + + // Sort + if (sortConfig) { + const { column, direction } = sortConfig; + const multiplier = direction === 'asc' ? 1 : -1; + + if (column === 'enrolledStudents') { + filteredCourses.sort((a, b) => (a.enrolledStudents - b.enrolledStudents) * multiplier); + } else if (column === 'capacity') { + filteredClassrooms.sort((a, b) => (a.capacity - b.capacity) * multiplier); + } else if (column === 'studentId') { + filteredStudents.sort((a, b) => a.id.localeCompare(b.id) * multiplier); + } + } + + return { filteredCourses, filteredClassrooms, filteredStudents }; + }; + + const renderTable = () => { + const { filteredCourses, filteredClassrooms, filteredStudents } = getFilteredData(); + const hasSearchQuery = searchQuery.trim().length > 0; + + if (activeTab === 'courses') { + return ( +
+ + + + + + + + + + + + {filteredCourses.map((c) => ( + + + + + + + ))} + {filteredCourses.length === 0 && ( + + + + )} + +
{t('dataInput.courseCode')}{t('dataInput.courseName')} toggleSort('enrolledStudents')} + > + + {t('dataInput.enrolledStudents')} + + + {t('common.actions')}
{c.code}{c.name}{c.enrolledStudents} handleEditClick(c)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noCourses')} +
+
+ ); + } + if (activeTab === 'classrooms') { + return ( +
+ + + + + + + + + + + + {filteredClassrooms.map((r) => ( + + + + + + + ))} + {filteredClassrooms.length === 0 && ( + + + + )} + +
{t('dataInput.roomName')}{t('dataInput.building')} toggleSort('capacity')} + > + + {t('dataInput.capacity')} + + + {t('common.actions')}
{r.name}{r.building}{r.capacity} handleEditClick(r)} + + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noClassrooms')} +
+
+ ); + } + if (activeTab === 'students') { + const displayStudents = filteredStudents.slice(0, 100); + return ( +
+
+ + + + + + + + + + + + {displayStudents.map((s) => ( + + + + + + + + ))} + {filteredStudents.length === 0 && ( + + + + )} + +
toggleSort('studentId')} + > + + {t('dataInput.studentId')} + + + {t('dataInput.studentNameGenerated')}{t('dataInput.email')}{t('dataInput.enrolledCourses')}{t('common.actions')}
{s.id}{s.name}{s.email} + {s.enrolledCourses.length > 0 ? ( +
+ {s.enrolledCourses.slice(0, 3).map(c => ( + {c} + ))} + {s.enrolledCourses.length > 3 && (+{s.enrolledCourses.length - 3} more)} +
+ ) : (None)} + 		handleEditClick(s)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noStudents')} +
+
+ {filteredStudents.length > 100 && ( +
+ {t('dataInput.showingStudents', { count: filteredStudents.length })} +
+ )} +
+ ); + } + return null; + }; + + return ( +
+ {isModalOpen && editingItem && ( + setIsModalOpen(false)} + onSave={handleSaveItem} + /> + )} + + {isStudentImportModalOpen && ( + setIsStudentImportModalOpen(false)} + onSelectStudentInfo={handleStudentInfoImport} + onSelectAttendance={handleAttendanceImport} + studentInfoStatus={studentInfoStatus} + attendanceStatus={attendanceStatus} + onSave={saveMergedData} + /> + )} + + + + + + + +
+
+

{t('common.dataManagement')}

+

{t('dataInput.dataManagementDescription')}

+
+ + {/* Search Input */} +
+
+
+ + + + +
+ setSearchQuery(e.target.value)} + placeholder={t('dataInput.searchPlaceholder', { tab: t(`dataInput.${activeTab}`) })} + className="w-full pl-10 pr-10 py-2 border border-slate-300 rounded-lg text-sm text-slate-900 placeholder-slate-400 focus:ring-2 focus:ring-indigo-500 focus:border-transparent outline-none transition-all" + /> + {searchQuery && ( + + )} +
+
+ +
+
+ + {isClearMenuOpen && ( + <> +
setIsClearMenuOpen(false)}>
+
+ + + +
+ +
+ + )} +
+ + +
+
+ +
+ {(['courses', 'classrooms', 'students'] as Tab[]).map((tab) => ( + + ))} +
+ +
+ {renderTable()} +
+
+ ); +}; diff --git a/.history/src/components/DataInput_20251221193006.tsx b/.history/src/components/DataInput_20251221193006.tsx new file mode 100644 index 0000000..e716c1b --- /dev/null +++ b/.history/src/components/DataInput_20251221193006.tsx @@ -0,0 +1,1230 @@ +import React, { useState, useRef } from 'react'; +import { useTranslation } from 'react-i18next'; +import { useNotification } from '../context/NotificationContext'; +import { Course, Classroom, Student } from '../types'; + +interface DataInputProps { + courses: Course[]; + setCourses: React.Dispatch>; + classrooms: Classroom[]; + setClassrooms: React.Dispatch>; + students: Student[]; + setStudents: React.Dispatch>; + setSchedule: React.Dispatch>; +} + +type Tab = 'courses' | 'classrooms' | 'students'|'enrollments'; + +interface EditModalProps { + item: any; + type: Tab; + mode: 'add' | 'edit'; + onClose: () => void; + onSave: (updatedItem: any) => void; +} + +const EditModal: React.FC = ({ item, type, mode, onClose, onSave }) => { + const { t } = useTranslation(); + const [formData, setFormData] = useState({ ...item }); + + const handleChange = (e: React.ChangeEvent) => { + const { name, value, type: inputType } = e.target; + + if (name === 'capacity') { + if (value === '') { + setFormData((prev: any) => ({ ...prev, [name]: '' })); + } else if (/^\d+$/.test(value)) { + setFormData((prev: any) => ({ ...prev, [name]: parseInt(value, 10) })); + } + return; + } + + setFormData((prev: any) => ({ + ...prev, + [name]: inputType === 'number' ? parseInt(value, 10) : value + })); + }; + + const handleSubmit = (e: React.FormEvent) => { + e.preventDefault(); + const finalData = { ...formData }; + if (type === 'classrooms' && (typeof finalData.capacity !== 'number' || isNaN(finalData.capacity))) { + finalData.capacity = 0; + } + onSave(finalData); + }; + + const renderFormContent = () => { + switch (type) { + case 'courses': + return ( + <> +
+ + +
+
+ + +
+
+ + +

{t('dataInput.calculatedAutomatically')}

+
+ + ); + case 'classrooms': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + case 'students': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + default: + return null; + } + }; + + return ( +
+
+
+

+ {mode === 'add' ? t('dataInput.addNew') : t('common.edit')} {t(`dataInput.${type}`)} +

+ +
+
+ {renderFormContent()} +
+ + +
+
+
+
+ ); +}; + +interface ImportStatus { + fileName: string; + count: number; +} + +interface StudentImportModalProps { + onClose: () => void; + onSelectStudentInfo: () => void; + onSelectAttendance: () => void; + studentInfoStatus: ImportStatus | null; + attendanceStatus: ImportStatus | null; + onSave: () => void; +} + +const StudentImportModal: React.FC = ({ + onClose, + onSelectStudentInfo, + onSelectAttendance, + studentInfoStatus, + attendanceStatus, + onSave +}) => { + const { t } = useTranslation(); + + return ( +
+
+
+

+ {t('dataInput.importStudentsTitle') || 'Import Student Data'} +

+ +
+
+

+ {t('dataInput.importStudentsDesc') || 'Select the type of file you want to import:'} +

+ +
+
+
+ + + + + + +
+
+

+ {t('dataInput.importStudentInfo') || 'Student Information'} +

+

+ {studentInfoStatus + ? {studentInfoStatus.fileName}
{studentInfoStatus.count} records found + : (t('dataInput.importStudentInfoDesc') || 'Import a file containing student IDs (e.g., realData_AllStudents.csv)') + } +

+
+
+ {studentInfoStatus ? ( + + ) : ( + + )} +
+
+
+ +
+
+
+ + + + + + + +
+
+

+ {t('dataInput.importAttendance') || 'Attendance Data'} +

+

+ {attendanceStatus + ? {attendanceStatus.fileName}
{attendanceStatus.count} records found + : (t('dataInput.importAttendanceDesc') || 'Import a file containing course-student enrollments (e.g., realData_AllAttendanceLists.csv)') + } +

+
+
+ {attendanceStatus ? ( + + ) : ( + + )} +
+
+
+
+
+ +
+
+
+ ); +}; + + + +export const DataInput: React.FC = ({ + courses, setCourses, classrooms, setClassrooms, students, setStudents +}) => { + const { t } = useTranslation(); + const { showNotification } = useNotification(); + const [activeTab, setActiveTab] = useState('courses'); + const [searchQuery, setSearchQuery] = useState(''); + const [sortConfig, setSortConfig] = useState<{ column: string; direction: 'asc' | 'desc' } | null>(null); + const fileInputRef = useRef(null); + + + const studentInfoFileInputRef = useRef(null); + const attendanceFileInputRef = useRef(null); + + const [editingItem, setEditingItem] = useState(null); + const [isModalOpen, setIsModalOpen] = useState(false); + const [modalMode, setModalMode] = useState<'add' | 'edit'>('edit'); + const [isClearMenuOpen, setIsClearMenuOpen] = useState(false); + const [isStudentImportModalOpen, setIsStudentImportModalOpen] = useState(false); + + // Status state for the modal + const [studentInfoStatus, setStudentInfoStatus] = useState(null); + const [attendanceStatus, setAttendanceStatus] = useState(null); + + // Buffers for storing data during modal session + const tempStudentMap = useRef>(new Map()); // ID -> Name + const tempAttendanceMap = useRef>>(new Map()); // ID -> Set + + const handleClearData = async (type: 'all' | 'courses' | 'classrooms' | 'students') => { + const confirmMessage = type === 'all' + ? t('dataInput.confirmDeleteAll') + : t('dataInput.confirmDeleteSection', { section: type }); + + if (window.confirm(confirmMessage)) { + if (type === 'all') { + // 1. Clear input data from DB + await window.api.clearCourses(); + await window.api.clearClassrooms(); + await window.api.clearStudents(); + setCourses([]); + setClassrooms([]); + setStudents([]); + } else if (type === 'courses') { + await window.api.clearCourses(); + setCourses([]); + } else if (type === 'classrooms') { + await window.api.clearClassrooms(); + setClassrooms([]); + } else if (type === 'students') { + await window.api.clearStudents(); + setStudents([]); + } + setIsClearMenuOpen(false); + } + }; + // Detects file type based on specific header strings or formatting + + // Helper to distinguish between standard Student lists and Attendance/Enrollment lists + + const detectFileType = (text: string): string => { + const upperText = text.toUpperCase(); + + // Student Info files always contain this header + if (upperText.includes('ALL OF THE STUDENTS')) return 'students'; + + // Course files header + if (upperText.includes('ALL OF THE COURSES')) return 'courses'; + + // Classroom files header + if (upperText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; + + // Attendance/Enrollment files contain the list format like [ 'ID1', 'ID2' ] + if (text.includes('[') && text.includes(']')) return 'enrollments'; + + return 'unknown'; + }; + + +const handleAttendanceFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + // CONSTRAINT: Prevent import if primary data (courses/students) is missing + if (courses.length === 0 || students.length === 0) { + showNotification("Dependency Error: Please import Courses and Students first!", 'error'); + e.target.value = ''; + return; + } + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Ensure the user is uploading an actual Enrollment file + if (detectFileType(text) !== 'enrollments') { + showNotification("Format Error: This file is not a valid attendance list file!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + const map = extractAttendanceMap(rows); + + // Combine students from app state and the temporary import buffer + const allAvailableStudentIds = new Set(students.map(s => s.id.toUpperCase())); + tempStudentMap.current.forEach((_name, id) => { + allAvailableStudentIds.add(id.toUpperCase()); + }); + + let matchCount = 0; + let skipCount = 0; + + map.forEach((val, key) => { + if (allAvailableStudentIds.has(key.toUpperCase())) { + if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); + val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + matchCount++; + } else { + skipCount++; + } + }); + + if (matchCount > 0) { + setAttendanceStatus({ fileName: file.name, count: matchCount }); + if (skipCount > 0) { + showNotification(`Identified ${matchCount} valid students. Ignored ${skipCount} unknown students.`, 'success'); + } else { + showNotification(`Identified ${matchCount} valid students.`, 'success'); + } + } else { + showNotification("Import Warning: No matching students found from the attendance file.", 'error'); + } + } catch (err) { + showNotification("Parse Error: Failed to analyze the attendance file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleImportClick = () => { + if (activeTab === 'students') { + // Reset status and buffers when opening + setStudentInfoStatus(null); + setAttendanceStatus(null); + tempStudentMap.current.clear(); + tempAttendanceMap.current.clear(); + setIsStudentImportModalOpen(true); + } else { + fileInputRef.current?.click(); + } + }; + + + const handleStudentInfoImport = () => { + // Do not close modal here anymore + studentInfoFileInputRef.current?.click(); + }; + + const handleAttendanceImport = () => { + // Do not close modal here anymore + attendanceFileInputRef.current?.click(); + }; + + + const handleEditClick = (item: Course | Classroom| Student) => { + setEditingItem(item); + setModalMode('edit'); + setIsModalOpen(true); + }; + + const handleAddClick = () => { + setModalMode('add'); + if (activeTab === 'courses') { + setEditingItem({ id: '', code: '', name: '', enrolledStudents: 0 }); + } else if (activeTab === 'classrooms') { + setEditingItem({ id: '', name: '', capacity: 0, building: '' }); + } else if (activeTab === 'students') { + setEditingItem({ id: '', name: '', email: '', enrolledCourses: [] }); + } + setIsModalOpen(true); + }; + + const handleSaveItem = async (updatedItem: any) => { + try { + if (activeTab === 'courses') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.code }; + await window.api.addCourse(newItem); + setCourses(prev => [...prev, newItem]); + } else { + setCourses(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'classrooms') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.name }; + await window.api.addClassroomsBulk([newItem]); + setClassrooms(prev => [...prev, newItem]); + } else { + setClassrooms(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'students') { + if (modalMode === 'add') { + const newItem = { + ...updatedItem, + email: updatedItem.email || `${updatedItem.id.toLowerCase()}@uni.edu`, + enrolledCourses: [] + }; + await window.api.addStudentsBulk([ + { + studentNumber: newItem.id, + name: newItem.name, + enrolledCourses: [] + } + ]); + setStudents(prev => [...prev, newItem]); + showNotification(t('dataInput.studentAdded', 'Student added successfully'), 'success'); + } else { + setStudents(prev => prev.map(s => s.id === updatedItem.id ? updatedItem : s)); + } + } + setIsModalOpen(false); + setEditingItem(null); + } catch (error) { + console.error("Save error:", error); + showNotification("Failed to save item", 'error'); + } + }; + + + const parseCourseListFile = async (rows: string[]) => { + const newCourses: Course[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE COURSES") || !row.trim()) return; + const code = row.trim(); + newCourses.push({ + id: code, + code: code, + name: `Course ${code}`, + enrolledStudents: 0, + + }); + }); + if (newCourses.length > 0) { + await window.api.addCoursesBulk(newCourses); + // After bulk adding, get the complete fresh list from the DB + const allSavedCourses = await window.api.getCourses(); + // Map it correctly + const mappedCourses = allSavedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + // Replace the entire state + setCourses(mappedCourses); + showNotification(t('dataInput.importedCourses', { count: newCourses.length }), 'success'); + } + }; + + const parseClassroomFile = async (rows: string[]) => { + const newRooms: Classroom[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE CLASSROOMS") || !row.trim()) return; + const parts = row.split(';'); + if (parts.length >= 2) { + const name = parts[0].trim(); + const capacity = parseInt(parts[1].trim(), 10); + + newRooms.push({ + id: name, + name: name, + capacity: isNaN(capacity) ? 0 : capacity, + + building: 'Main Hall' + }); + } + }); + if (newRooms.length > 0) { + await window.api.addClassroomsBulk(newRooms); + const savedRooms = await window.api.getClassrooms(); + const mappedRooms = savedRooms.map((r: any) => ({ + id: r.name, + name: r.name, + capacity: r.capacity, + building: r.building + })); + + setClassrooms(prev => { + const existingIds = new Set(prev.map(r => r.id)); + const uniqueNew = mappedRooms.filter((r: any) => !existingIds.has(r.id)); + return [...prev, ...uniqueNew]; + }); + showNotification(t('dataInput.importedClassrooms', { count: newRooms.length }), 'success'); + } + }; + + + // --- Pure Parsing Logic --- + + const extractStudentMap = (rows: string[]): Map => { + const map = new Map(); + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow || cleanRow.includes("ALL OF THE STUDENTS")) return; + // Assuming format: ID;Name + // The previous logic was: const [student_id, student_name] = row.split(';'); + // But parseSimpleStudentList used just cleanRow as ID and generated name. + // Let's check parseSimpleStudentList again. + // It did: studentId = cleanRow; name = Student {studentId} + // Wait, the original `parseSimpleStudentList` I saw in Step 29/30 had split(';') logic commented out or replaced? + // In Step 29, line 316: `const studentId = cleanRow;` + // In Step 18 (summary): `realData_AllStudents.csv` format `student_id;student_name`. + // The code in Step 29 seemed to simplify it. + // Let's try to handle both if possible, or stick to what the code was doing. + // The code at line 424 (viewed in Step 138) was: `const studentId = cleanRow;` + // And name: `Student ${studentId}` + // BUT the user says "Student Information" file. + // Let's look at `realData_AllStudents.csv` content from Step 18 summary: `student_id;student_name` + // If the code was just taking the whole row as ID, that might be a bug or I misread. + // Let's try to split by semicolon if present. + if (cleanRow.includes(';')) { + const [id, name] = cleanRow.split(';'); + if (id) map.set(id.trim(), name?.trim() || `Student ${id.trim()}`); + } else { + map.set(cleanRow, `Student ${cleanRow}`); + } + }); + return map; + }; + + const extractAttendanceMap = (rows: string[]): Map> => { + const map = new Map>(); + let currentCourseCode = ''; + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow) return; + if (cleanRow.startsWith('[')) { + if (!currentCourseCode) return; + const content = cleanRow.slice(1, -1); + // The regex replace might be needed for quoted strings + const studentIds = content.split(',').map(s => s.trim().replace(/^['"]|['"]$/g, '')); + studentIds.forEach(sId => { + if (!sId) return; + if (!map.has(sId)) map.set(sId, new Set()); + map.get(sId)?.add(currentCourseCode); + }); + } else { + // Heuristic for course code vs empty line + if (cleanRow.length < 50 && !cleanRow.startsWith('[')) currentCourseCode = cleanRow; + } + }); + return map; + }; + + const saveMergedData = async () => { + // Merge buffers + const allStudentIds = new Set([...tempStudentMap.current.keys(), ...tempAttendanceMap.current.keys()]); + const newStudents: any[] = []; + + allStudentIds.forEach(id => { + const name = tempStudentMap.current.get(id) || `Student ${id.split('_')[2] || id}`; + const courses = tempAttendanceMap.current.get(id) || new Set(); + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + + // Refresh data + const savedStudents = await window.api.getStudents(); + const mappedStudents = savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + })); + setStudents(mappedStudents); + + // Refresh courses for enrolled counts + const savedCourses = await window.api.getCourses(); + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + setCourses(mappedCourses); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + } + setIsStudentImportModalOpen(false); + }; + + + + // --- Parsing Wrappers for ProcessCSV (Legacy/Direct) --- + + // Updated to use the correct logic but immediately save (same behavior as before but cleaner) + const parseSimpleStudentList = async (rows: string[]): Promise => { + const map = extractStudentMap(rows); + // We need to merge this with potentially existing data? + // processCSV is usually for bulk import of everything. + // For safely: we just save what we found. + const newStudents: any[] = []; + map.forEach((name, id) => { + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: [] + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + + const parseStudentAttendanceFile = async (rows: string[]): Promise => { + const map = extractAttendanceMap(rows); + const newStudents: any[] = []; + map.forEach((courses, id) => { + newStudents.push({ + studentNumber: id, + name: `Student ${id}`, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + const savedCourses = await window.api.getCourses(); + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + + showNotification(t('dataInput.processedAttendance', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + + const processCSV = (text: string) => { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + if (rows.length === 0) return; + + if (activeTab === 'classrooms') { + parseClassroomFile(rows); + } else if (activeTab === 'courses') { + parseCourseListFile(rows); + } else { + // This case should ideally not be reached due to handleFileChange's detectFileType and activeTab check, + // but as a safeguard, we can notify if an unexpected tab is encountered. + showNotification(t('dataInput.formatError'), 'error'); + } + }; + +const handleFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = (event) => { + const text = event.target?.result as string; + const detectedType = detectFileType(text); + + if (detectedType === 'unknown') { + showNotification(t('dataInput.unrecognizedFileFormat'), 'error'); + e.target.value = ''; + return; + } + + if (detectedType !== activeTab) { + showNotification(t('dataInput.tabMismatchError', { detected: detectedType, active: activeTab }), 'error'); + e.target.value = ''; + return; + } + + try { + processCSV(text); + showNotification(t('dataInput.fileProcessed', { type: activeTab }), 'success'); + } catch (err) { + console.error("Error processing CSV:", err); + showNotification(t('dataInput.importError'), 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + // Handles the Student Information file upload + // Blocks Attendance files to prevent "ghost" students + const handleStudentInfoFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Check what kind of file this actually is + const actualType = detectFileType(text); + + // SECURITY: If user tries to upload Attendance as Student Info + if (actualType === 'enrollments') { + showNotification("Format Error: You cannot upload an Attendance List as Student Information!", 'error'); + return; + } + + // SECURITY: Ensure it's a student list + if (actualType !== 'students' && actualType !== 'unknown') { + showNotification("Format Error: This file does not contain valid Student Information!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + // Extract students and store them in the temporary map + const map = extractStudentMap(rows); + map.forEach((val, key) => tempStudentMap.current.set(key, val)); + + setStudentInfoStatus({ fileName: file.name, count: map.size }); + showNotification(`Successfully loaded ${map.size} students. Click 'Done' to save.`, 'success'); + } catch (err) { + showNotification("Parse Error: Failed to process the student info file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; // Reset to allow re-selection + }; + + + + // Clear search and sort when switching tabs + React.useEffect(() => { + setSearchQuery(''); + setSortConfig(null); + }, [activeTab]); + + // Toggle sort for a column + const toggleSort = (column: string) => { + setSortConfig(prev => { + if (prev?.column === column) { + // Toggle direction or clear if already desc + if (prev.direction === 'asc') { + return { column, direction: 'desc' }; + } + return null; // Clear sort + } + return { column, direction: 'asc' }; + }); + }; + + // Sort icon component + const SortIcon = ({ column }: { column: string }) => { + const isActive = sortConfig?.column === column; + const isAsc = isActive && sortConfig?.direction === 'asc'; + const isDesc = isActive && sortConfig?.direction === 'desc'; + + return ( + + + + + + + + + ); + }; + + // Get filtered and sorted data + const getFilteredData = () => { + const query = searchQuery.toLowerCase().trim(); + + // Filter + let filteredCourses = query + ? courses.filter(c => + c.code.toLowerCase().includes(query) || + c.name.toLowerCase().includes(query) + ) + : [...courses]; + + let filteredClassrooms = query + ? classrooms.filter(r => + r.name.toLowerCase().includes(query) || + r.building.toLowerCase().includes(query) + ) + : [...classrooms]; + + let filteredStudents = query + ? students.filter(s => + s.id.toLowerCase().includes(query) || + s.name.toLowerCase().includes(query) || + s.enrolledCourses.some(c => c.toLowerCase().includes(query)) + ) + : [...students]; + + // Sort + if (sortConfig) { + const { column, direction } = sortConfig; + const multiplier = direction === 'asc' ? 1 : -1; + + if (column === 'enrolledStudents') { + filteredCourses.sort((a, b) => (a.enrolledStudents - b.enrolledStudents) * multiplier); + } else if (column === 'capacity') { + filteredClassrooms.sort((a, b) => (a.capacity - b.capacity) * multiplier); + } else if (column === 'studentId') { + filteredStudents.sort((a, b) => a.id.localeCompare(b.id) * multiplier); + } + } + + return { filteredCourses, filteredClassrooms, filteredStudents }; + }; + + const renderTable = () => { + const { filteredCourses, filteredClassrooms, filteredStudents } = getFilteredData(); + const hasSearchQuery = searchQuery.trim().length > 0; + + if (activeTab === 'courses') { + return ( +
+ + + + + + + + + + + + {filteredCourses.map((c) => ( + + + + + + + ))} + {filteredCourses.length === 0 && ( + + + + )} + +
{t('dataInput.courseCode')}{t('dataInput.courseName')} toggleSort('enrolledStudents')} + > + + {t('dataInput.enrolledStudents')} + + + {t('common.actions')}
{c.code}{c.name}{c.enrolledStudents} handleEditClick(c)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noCourses')} +
+
+ ); + } + if (activeTab === 'classrooms') { + return ( +
+ + + + + + + + + + + + {filteredClassrooms.map((r) => ( + + + + + + + ))} + {filteredClassrooms.length === 0 && ( + + + + )} + +
{t('dataInput.roomName')}{t('dataInput.building')} toggleSort('capacity')} + > + + {t('dataInput.capacity')} + + + {t('common.actions')}
{r.name}{r.building}{r.capacity} handleEditClick(r)} + + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noClassrooms')} +
+
+ ); + } + if (activeTab === 'students') { + const displayStudents = filteredStudents.slice(0, 100); + return ( +
+
+ + + + + + + + + + + + {displayStudents.map((s) => ( + + + + + + + + ))} + {filteredStudents.length === 0 && ( + + + + )} + +
toggleSort('studentId')} + > + + {t('dataInput.studentId')} + + + {t('dataInput.studentNameGenerated')}{t('dataInput.email')}{t('dataInput.enrolledCourses')}{t('common.actions')}
{s.id}{s.name}{s.email} + {s.enrolledCourses.length > 0 ? ( +
+ {s.enrolledCourses.slice(0, 3).map(c => ( + {c} + ))} + {s.enrolledCourses.length > 3 && (+{s.enrolledCourses.length - 3} more)} +
+ ) : (None)} + 		handleEditClick(s)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noStudents')} +
+
+ {filteredStudents.length > 100 && ( +
+ {t('dataInput.showingStudents', { count: filteredStudents.length })} +
+ )} +
+ ); + } + return null; + }; + + return ( +
+ {isModalOpen && editingItem && ( + setIsModalOpen(false)} + onSave={handleSaveItem} + /> + )} + + {isStudentImportModalOpen && ( + setIsStudentImportModalOpen(false)} + onSelectStudentInfo={handleStudentInfoImport} + onSelectAttendance={handleAttendanceImport} + studentInfoStatus={studentInfoStatus} + attendanceStatus={attendanceStatus} + onSave={saveMergedData} + /> + )} + + + + + + + +
+
+

{t('common.dataManagement')}

+

{t('dataInput.dataManagementDescription')}

+
+ + {/* Search Input */} +
+
+
+ + + + +
+ setSearchQuery(e.target.value)} + placeholder={t('dataInput.searchPlaceholder', { tab: t(`dataInput.${activeTab}`) })} + className="w-full pl-10 pr-10 py-2 border border-slate-300 rounded-lg text-sm text-slate-900 placeholder-slate-400 focus:ring-2 focus:ring-indigo-500 focus:border-transparent outline-none transition-all" + /> + {searchQuery && ( + + )} +
+
+ +
+
+ + {isClearMenuOpen && ( + <> +
setIsClearMenuOpen(false)}>
+
+ + + +
+ +
+ + )} +
+ + +
+
+ +
+ {(['courses', 'classrooms', 'students'] as Tab[]).map((tab) => ( + + ))} +
+ +
+ {renderTable()} +
+
+ ); +}; diff --git a/.history/src/components/DataInput_20251221193655.tsx b/.history/src/components/DataInput_20251221193655.tsx new file mode 100644 index 0000000..e49b0af --- /dev/null +++ b/.history/src/components/DataInput_20251221193655.tsx @@ -0,0 +1,1093 @@ +import React, { useState, useRef } from 'react'; +import { useTranslation } from 'react-i18next'; +import { useNotification } from '../context/NotificationContext'; +import { Course, Classroom, Student } from '../types'; + +interface DataInputProps { + courses: Course[]; + setCourses: React.Dispatch>; + classrooms: Classroom[]; + setClassrooms: React.Dispatch>; + students: Student[]; + setStudents: React.Dispatch>; + setSchedule: React.Dispatch>; +} + +type Tab = 'courses' | 'classrooms' | 'students'|'enrollments'; + +interface EditModalProps { + item: any; + type: Tab; + mode: 'add' | 'edit'; + onClose: () => void; + onSave: (updatedItem: any) => void; +} + +const EditModal: React.FC = ({ item, type, mode, onClose, onSave }) => { + const { t } = useTranslation(); + const [formData, setFormData] = useState({ ...item }); + + const handleChange = (e: React.ChangeEvent) => { + const { name, value, type: inputType } = e.target; + + if (name === 'capacity') { + if (value === '') { + setFormData((prev: any) => ({ ...prev, [name]: '' })); + } else if (/^\d+$/.test(value)) { + setFormData((prev: any) => ({ ...prev, [name]: parseInt(value, 10) })); + } + return; + } + + setFormData((prev: any) => ({ + ...prev, + [name]: inputType === 'number' ? parseInt(value, 10) : value + })); + }; + + const handleSubmit = (e: React.FormEvent) => { + e.preventDefault(); + const finalData = { ...formData }; + if (type === 'classrooms' && (typeof finalData.capacity !== 'number' || isNaN(finalData.capacity))) { + finalData.capacity = 0; + } + onSave(finalData); + }; + + const renderFormContent = () => { + switch (type) { + case 'courses': + return ( + <> +
+ + +
+
+ + +
+
+ + +

{t('dataInput.calculatedAutomatically')}

+
+ + ); + case 'classrooms': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + case 'students': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + default: + return null; + } + }; + + return ( +
+
+
+

+ {mode === 'add' ? t('dataInput.addNew') : t('common.edit')} {t(`dataInput.${type}`)} +

+ +
+
+ {renderFormContent()} +
+ + +
+
+
+
+ ); +}; + +interface ImportStatus { + fileName: string; + count: number; +} + +interface StudentImportModalProps { + onClose: () => void; + onSelectStudentInfo: () => void; + onSelectAttendance: () => void; + studentInfoStatus: ImportStatus | null; + attendanceStatus: ImportStatus | null; + onSave: () => void; +} + +const StudentImportModal: React.FC = ({ + onClose, + onSelectStudentInfo, + onSelectAttendance, + studentInfoStatus, + attendanceStatus, + onSave +}) => { + const { t } = useTranslation(); + + return ( +
+
+
+

+ {t('dataInput.importStudentsTitle') || 'Import Student Data'} +

+ +
+
+

+ {t('dataInput.importStudentsDesc') || 'Select the type of file you want to import:'} +

+ +
+
+
+ + + + + + +
+
+

+ {t('dataInput.importStudentInfo') || 'Student Information'} +

+

+ {studentInfoStatus + ? {studentInfoStatus.fileName}
{studentInfoStatus.count} records found + : (t('dataInput.importStudentInfoDesc') || 'Import a file containing student IDs (e.g., realData_AllStudents.csv)') + } +

+
+
+ {studentInfoStatus ? ( + + ) : ( + + )} +
+
+
+ +
+
+
+ + + + + + + +
+
+

+ {t('dataInput.importAttendance') || 'Attendance Data'} +

+

+ {attendanceStatus + ? {attendanceStatus.fileName}
{attendanceStatus.count} records found + : (t('dataInput.importAttendanceDesc') || 'Import a file containing course-student enrollments (e.g., realData_AllAttendanceLists.csv)') + } +

+
+
+ {attendanceStatus ? ( + + ) : ( + + )} +
+
+
+
+
+ +
+
+
+ ); +}; + + + +export const DataInput: React.FC = ({ + courses, setCourses, classrooms, setClassrooms, students, setStudents +}) => { + const { t } = useTranslation(); + const { showNotification } = useNotification(); + const [activeTab, setActiveTab] = useState('courses'); + const [searchQuery, setSearchQuery] = useState(''); + const [sortConfig, setSortConfig] = useState<{ column: string; direction: 'asc' | 'desc' } | null>(null); + const fileInputRef = useRef(null); + + + const studentInfoFileInputRef = useRef(null); + const attendanceFileInputRef = useRef(null); + + const [editingItem, setEditingItem] = useState(null); + const [isModalOpen, setIsModalOpen] = useState(false); + const [modalMode, setModalMode] = useState<'add' | 'edit'>('edit'); + const [isClearMenuOpen, setIsClearMenuOpen] = useState(false); + const [isStudentImportModalOpen, setIsStudentImportModalOpen] = useState(false); + + // Status state for the modal + const [studentInfoStatus, setStudentInfoStatus] = useState(null); + const [attendanceStatus, setAttendanceStatus] = useState(null); + + // Buffers for storing data during modal session + const tempStudentMap = useRef>(new Map()); // ID -> Name + const tempAttendanceMap = useRef>>(new Map()); // ID -> Set + + const handleClearData = async (type: 'all' | 'courses' | 'classrooms' | 'students') => { + const confirmMessage = type === 'all' + ? t('dataInput.confirmDeleteAll') + : t('dataInput.confirmDeleteSection', { section: type }); + + if (window.confirm(confirmMessage)) { + if (type === 'all') { + await window.api.clearCourses(); + await window.api.clearClassrooms(); + await window.api.clearStudents(); + setCourses([]); setClassrooms([]); setStudents([]); + } else if (type === 'courses') { + await window.api.clearCourses(); + setCourses([]); + } else if (type === 'classrooms') { + await window.api.clearClassrooms(); + setClassrooms([]); + } else if (type === 'students') { + await window.api.clearStudents(); + setStudents([]); + } + setIsClearMenuOpen(false); + } + }; + // Helper function to detect the type of the imported file based on its content + const detectFileType = (text: string): string => { + const cleanText = text.trim(); + if (cleanText.includes('ALL OF THE COURSES')) return 'courses'; + if (cleanText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; + if (cleanText.includes('ALL OF THE STUDENTS')) return 'students'; + // Check for the specific Python-like list format: [ 'STD001', ... ] + if (cleanText.includes('[') && cleanText.includes(']')) return 'enrollments'; + return 'unknown'; + }; + + const handleAttendanceFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + // CONSTRAINT: Prevent import if primary data (courses/students) is missing + const studentsAvailable = students.length > 0 || tempStudentMap.current.size > 0; + if (courses.length === 0 || !studentsAvailable) { + showNotification("Dependency Error: Please import Courses and student information first!", 'error'); + e.target.value = ''; + return; + } + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Check if the file content matches the Enrollment format + const detected = detectFileType(text); + if (detected !== 'enrollments') { + showNotification("Format Error: This file is not a valid attendance list file!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + const map = extractAttendanceMap(rows); + map.forEach((val, key) => { + if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); + val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + }); + setAttendanceStatus({ fileName: file.name, count: map.size }); + } catch (err) { + showNotification("Parse Error: Failed to analyze the attendance file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleImportClick = () => { + if (activeTab === 'students') { + // Reset status and buffers when opening + setStudentInfoStatus(null); + setAttendanceStatus(null); + tempStudentMap.current.clear(); + tempAttendanceMap.current.clear(); + setIsStudentImportModalOpen(true); + } else { + fileInputRef.current?.click(); + } + }; + + const handleStudentInfoImport = () => { + // Do not close modal here anymore + studentInfoFileInputRef.current?.click(); + }; + + const handleAttendanceImport = () => { + // Do not close modal here anymore + attendanceFileInputRef.current?.click(); + }; + + + const handleEditClick = (item: Course | Classroom | Student) => { + setEditingItem(item); + setModalMode('edit'); + setIsModalOpen(true); + }; + + const handleAddClick = () => { + setModalMode('add'); + if (activeTab === 'courses') { + setEditingItem({ id: '', code: '', name: '', enrolledStudents: 0 }); + } else if (activeTab === 'classrooms') { + setEditingItem({ id: '', name: '', capacity: 0, building: '' }); + } else if (activeTab === 'students') { + setEditingItem({ id: '', name: '', email: '', enrolledCourses: [] }); + } + setIsModalOpen(true); + }; + + const handleSaveItem = async (updatedItem: any) => { + try { + if (activeTab === 'courses') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.code }; + await window.api.addCourse(newItem); + setCourses(prev => [...prev, newItem]); + } else { + setCourses(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'classrooms') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.name }; + await window.api.addClassroomsBulk([newItem]); + setClassrooms(prev => [...prev, newItem]); + } else { + setClassrooms(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'students') { + if (modalMode === 'add') { + const newItem = { + ...updatedItem, + email: updatedItem.email || `${updatedItem.id.toLowerCase()}@uni.edu`, + enrolledCourses: [] + }; + await window.api.addStudentsBulk([ + { + studentNumber: newItem.id, + name: newItem.name, + enrolledCourses: [] + } + ]); + setStudents(prev => [...prev, newItem]); + showNotification(t('dataInput.studentAdded', 'Student added successfully'), 'success'); + } else { + setStudents(prev => prev.map(s => s.id === updatedItem.id ? updatedItem : s)); + } + } + setIsModalOpen(false); + setEditingItem(null); + } catch (error) { + console.error("Save error:", error); + showNotification("Failed to save item", 'error'); + } + }; + + + const parseCourseListFile = async (rows: string[]) => { + const newCourses: Course[] = []; + rows.forEach((row) => { + if (row.includes("ALL OF THE COURSES") || !row.trim()) return; + const code = row.trim(); + newCourses.push({ id: code, code: code, name: `Course ${code}`, enrolledStudents: 0 }); + }); + if (newCourses.length > 0) { + await window.api.addCoursesBulk(newCourses); + // Refresh from DB to be sure or just update state + const savedCourses = await window.api.getCourses(); + // Map DB result to frontend type if needed, but they are similar. + // DB has `enrolled_students`, frontend `enrolledStudents`. + // We need to map it. + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, // Use code as ID for frontend consistency or c.id? Frontend uses string ID often. + // The current frontend uses `code` as `id` for courses often. + // Let's check `Course` type. + // In `types/index.ts` (not seen but inferred), `id` is likely string or number. + // In `DataInput.tsx` line 211: `id` is `code`. + // So let's keep using code as ID for now or map properly. + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + + setCourses(prev => { + const existingIds = new Set(prev.map(c => c.id)); + const uniqueNew = mappedCourses.filter((c: any) => !existingIds.has(c.id)); + return [...prev, ...uniqueNew]; + }); + showNotification(t('dataInput.importedCourses', { count: newCourses.length }), 'success'); + } + }; + + const parseClassroomFile = async (rows: string[]) => { + const newRooms: Classroom[] = []; + rows.forEach((row) => { + if (row.includes("ALL OF THE CLASSROOMS") || !row.trim()) return; + const parts = row.split(';'); + if (parts.length >= 2) { + const name = parts[0].trim(); + const capacity = parseInt(parts[1].trim(), 10); + newRooms.push({ id: name, name: name, capacity: isNaN(capacity) ? 0 : capacity, building: 'Main Hall' }); + } + }); + if (newRooms.length > 0) { + await window.api.addClassroomsBulk(newRooms); + const saved = await window.api.getClassrooms(); + setClassrooms(saved.map((r: any) => ({ id: r.name, name: r.name, capacity: r.capacity, building: r.building }))); + showNotification(t('dataInput.importedClassrooms', { count: newRooms.length }), 'success'); + } + }; + + + // --- Pure Parsing Logic --- + + const extractStudentMap = (rows: string[]): Map => { + const map = new Map(); + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow || cleanRow.includes("ALL OF THE STUDENTS")) return; + // Assuming format: ID;Name + // The previous logic was: const [student_id, student_name] = row.split(';'); + // But parseSimpleStudentList used just cleanRow as ID and generated name. + // Let's check parseSimpleStudentList again. + // It did: studentId = cleanRow; name = Student {studentId} + // Wait, the original `parseSimpleStudentList` I saw in Step 29/30 had split(';') logic commented out or replaced? + // In Step 29, line 316: `const studentId = cleanRow;` + // In Step 18 (summary): `realData_AllStudents.csv` format `student_id;student_name`. + // The code in Step 29 seemed to simplify it. + // Let's try to handle both if possible, or stick to what the code was doing. + // The code at line 424 (viewed in Step 138) was: `const studentId = cleanRow;` + // And name: `Student ${studentId}` + // BUT the user says "Student Information" file. + // Let's look at `realData_AllStudents.csv` content from Step 18 summary: `student_id;student_name` + // If the code was just taking the whole row as ID, that might be a bug or I misread. + // Let's try to split by semicolon if present. + if (cleanRow.includes(';')) { + const [id, name] = cleanRow.split(';'); + if (id) map.set(id.trim(), name?.trim() || `Student ${id.trim()}`); + } else { + map.set(cleanRow, `Student ${cleanRow}`); + } + }); + return map; + }; + + const extractAttendanceMap = (rows: string[]): Map> => { + const map = new Map>(); + let currentCourseCode = ''; + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow) return; + if (cleanRow.startsWith('[')) { + if (!currentCourseCode) return; + const content = cleanRow.slice(1, -1); + // The regex replace might be needed for quoted strings + const studentIds = content.split(',').map(s => s.trim().replace(/^['"]|['"]$/g, '')); + studentIds.forEach(sId => { + if (!sId) return; + if (!map.has(sId)) map.set(sId, new Set()); + map.get(sId)?.add(currentCourseCode); + }); + } else { + // Heuristic for course code vs empty line + if (cleanRow.length < 50 && !cleanRow.startsWith('[')) currentCourseCode = cleanRow; + } + }); + return map; + }; + + const saveMergedData = async () => { + // Merge buffers + const allStudentIds = new Set([...tempStudentMap.current.keys(), ...tempAttendanceMap.current.keys()]); + const newStudents: any[] = []; + + allStudentIds.forEach(id => { + const name = tempStudentMap.current.get(id) || `Student ${id.split('_')[2] || id}`; + const courses = tempAttendanceMap.current.get(id) || new Set(); + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + + // Refresh data + const savedStudents = await window.api.getStudents(); + const mappedStudents = savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + })); + setStudents(mappedStudents); + + // Refresh courses for enrolled counts + const savedCourses = await window.api.getCourses(); + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + setCourses(mappedCourses); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + } + setIsStudentImportModalOpen(false); + }; + + + + // --- Parsing Wrappers for ProcessCSV (Legacy/Direct) --- + + + const processCSV = (text: string) => { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + if (rows.length === 0) return; + + if (activeTab === 'classrooms') { + parseClassroomFile(rows); + } else if (activeTab === 'courses') { + parseCourseListFile(rows); + } else { + // This case should ideally not be reached due to handleFileChange's detectFileType and activeTab check, + // but as a safeguard, we can notify if an unexpected tab is encountered. + showNotification(t('dataInput.formatError'), 'error'); + } + }; + +const handleFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = (event) => { + const text = event.target?.result as string; + const detectedType = detectFileType(text); + + if (detectedType === 'unknown') { + showNotification(t('dataInput.unrecognizedFileFormat'), 'error'); + e.target.value = ''; + return; + } + + if (detectedType !== activeTab) { + showNotification(t('dataInput.tabMismatchError', { detected: detectedType, active: activeTab }), 'error'); + e.target.value = ''; + return; + } + + try { + processCSV(text); + showNotification(t('dataInput.fileProcessed', { type: activeTab }), 'success'); + } catch (err) { + console.error("Error processing CSV:", err); + showNotification(t('dataInput.importError'), 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleStudentInfoFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + // Buffer Mode + const map = extractStudentMap(rows); + map.forEach((val, key) => tempStudentMap.current.set(key, val)); + const count = map.size; // Showing map.size is count from this file + setStudentInfoStatus({ fileName: file.name, count }); + } catch (err) { + console.error("Failed to parse student info file", err); + showNotification(t('dataInput.parseError'), 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + + + // Clear search and sort when switching tabs + React.useEffect(() => { + setSearchQuery(''); + setSortConfig(null); + }, [activeTab]); + + // Toggle sort for a column + const toggleSort = (column: string) => { + setSortConfig(prev => { + if (prev?.column === column) { + // Toggle direction or clear if already desc + if (prev.direction === 'asc') { + return { column, direction: 'desc' }; + } + return null; // Clear sort + } + return { column, direction: 'asc' }; + }); + }; + + // Sort icon component + const SortIcon = ({ column }: { column: string }) => { + const isActive = sortConfig?.column === column; + const isAsc = isActive && sortConfig?.direction === 'asc'; + const isDesc = isActive && sortConfig?.direction === 'desc'; + + return ( + + + + + + + + + ); + }; + + // Get filtered and sorted data + const getFilteredData = () => { + const query = searchQuery.toLowerCase().trim(); + + // Filter + let filteredCourses = query + ? courses.filter(c => + c.code.toLowerCase().includes(query) || + c.name.toLowerCase().includes(query) + ) + : [...courses]; + + let filteredClassrooms = query + ? classrooms.filter(r => + r.name.toLowerCase().includes(query) || + r.building.toLowerCase().includes(query) + ) + : [...classrooms]; + + let filteredStudents = query + ? students.filter(s => + s.id.toLowerCase().includes(query) || + s.name.toLowerCase().includes(query) || + s.enrolledCourses.some(c => c.toLowerCase().includes(query)) + ) + : [...students]; + + // Sort + if (sortConfig) { + const { column, direction } = sortConfig; + const multiplier = direction === 'asc' ? 1 : -1; + + if (column === 'enrolledStudents') { + filteredCourses.sort((a, b) => (a.enrolledStudents - b.enrolledStudents) * multiplier); + } else if (column === 'capacity') { + filteredClassrooms.sort((a, b) => (a.capacity - b.capacity) * multiplier); + } else if (column === 'studentId') { + filteredStudents.sort((a, b) => a.id.localeCompare(b.id) * multiplier); + } + } + + return { filteredCourses, filteredClassrooms, filteredStudents }; + }; + + const renderTable = () => { + const { filteredCourses, filteredClassrooms, filteredStudents } = getFilteredData(); + const hasSearchQuery = searchQuery.trim().length > 0; + + if (activeTab === 'courses') { + return ( +
+ + + + + + + + + + + + {filteredCourses.map((c) => ( + + + + + + + ))} + {filteredCourses.length === 0 && ( + + + + )} + +
{t('dataInput.courseCode')}{t('dataInput.courseName')} toggleSort('enrolledStudents')} + > + + {t('dataInput.enrolledStudents')} + + + {t('common.actions')}
{c.code}{c.name}{c.enrolledStudents} handleEditClick(c)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noCourses')} +
+
+ ); + } + if (activeTab === 'classrooms') { + return ( +
+ + + + + + + + + + + + {filteredClassrooms.map((r) => ( + + + + + + + ))} + {filteredClassrooms.length === 0 && ( + + + + )} + +
{t('dataInput.roomName')}{t('dataInput.building')} toggleSort('capacity')} + > + + {t('dataInput.capacity')} + + + {t('common.actions')}
{r.name}{r.building}{r.capacity} handleEditClick(r)} + + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noClassrooms')} +
+
+ ); + } + if (activeTab === 'students') { + const displayStudents = filteredStudents.slice(0, 100); + return ( +
+
+ + + + + + + + + + + + {displayStudents.map((s) => ( + + + + + + + + ))} + {filteredStudents.length === 0 && ( + + + + )} + +
toggleSort('studentId')} + > + + {t('dataInput.studentId')} + + + {t('dataInput.studentNameGenerated')}{t('dataInput.email')}{t('dataInput.enrolledCourses')}{t('common.actions')}
{s.id}{s.name}{s.email} + {s.enrolledCourses.length > 0 ? ( +
+ {s.enrolledCourses.slice(0, 3).map(c => ( + {c} + ))} + {s.enrolledCourses.length > 3 && (+{s.enrolledCourses.length - 3} more)} +
+ ) : (None)} + 		handleEditClick(s)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noStudents')} +
+
+ {filteredStudents.length > 100 && ( +
+ {t('dataInput.showingStudents', { count: filteredStudents.length })} +
+ )} +
+ ); + } + return null; + }; + + return ( +
+ {isModalOpen && editingItem && ( + setIsModalOpen(false)} + onSave={handleSaveItem} + /> + )} + + {isStudentImportModalOpen && ( + setIsStudentImportModalOpen(false)} + onSelectStudentInfo={handleStudentInfoImport} + onSelectAttendance={handleAttendanceImport} + studentInfoStatus={studentInfoStatus} + attendanceStatus={attendanceStatus} + onSave={saveMergedData} + /> + )} + + + + + + + +
+
+

{t('common.dataManagement')}

+

{t('dataInput.dataManagementDescription')}

+
+ + {/* Search Input */} +
+
+
+ + + + +
+ setSearchQuery(e.target.value)} + placeholder={t('dataInput.searchPlaceholder', { tab: t(`dataInput.${activeTab}`) })} + className="w-full pl-10 pr-10 py-2 border border-slate-300 rounded-lg text-sm text-slate-900 placeholder-slate-400 focus:ring-2 focus:ring-indigo-500 focus:border-transparent outline-none transition-all" + /> + {searchQuery && ( + + )} +
+
+ +
+
+ + {isClearMenuOpen && ( + <> +
setIsClearMenuOpen(false)}>
+
+ + + +
+ +
+ + )} +
+ + +
+
+ +
+ {(['courses', 'classrooms', 'students'] as Tab[]).map((tab) => ( + + ))} +
+ +
+ {renderTable()} +
+
+ ); +}; diff --git a/.history/src/components/DataInput_20251221194331.tsx b/.history/src/components/DataInput_20251221194331.tsx new file mode 100644 index 0000000..e69de29 diff --git a/.history/src/components/DataInput_20251221194753.tsx b/.history/src/components/DataInput_20251221194753.tsx new file mode 100644 index 0000000..e716c1b --- /dev/null +++ b/.history/src/components/DataInput_20251221194753.tsx @@ -0,0 +1,1230 @@ +import React, { useState, useRef } from 'react'; +import { useTranslation } from 'react-i18next'; +import { useNotification } from '../context/NotificationContext'; +import { Course, Classroom, Student } from '../types'; + +interface DataInputProps { + courses: Course[]; + setCourses: React.Dispatch>; + classrooms: Classroom[]; + setClassrooms: React.Dispatch>; + students: Student[]; + setStudents: React.Dispatch>; + setSchedule: React.Dispatch>; +} + +type Tab = 'courses' | 'classrooms' | 'students'|'enrollments'; + +interface EditModalProps { + item: any; + type: Tab; + mode: 'add' | 'edit'; + onClose: () => void; + onSave: (updatedItem: any) => void; +} + +const EditModal: React.FC = ({ item, type, mode, onClose, onSave }) => { + const { t } = useTranslation(); + const [formData, setFormData] = useState({ ...item }); + + const handleChange = (e: React.ChangeEvent) => { + const { name, value, type: inputType } = e.target; + + if (name === 'capacity') { + if (value === '') { + setFormData((prev: any) => ({ ...prev, [name]: '' })); + } else if (/^\d+$/.test(value)) { + setFormData((prev: any) => ({ ...prev, [name]: parseInt(value, 10) })); + } + return; + } + + setFormData((prev: any) => ({ + ...prev, + [name]: inputType === 'number' ? parseInt(value, 10) : value + })); + }; + + const handleSubmit = (e: React.FormEvent) => { + e.preventDefault(); + const finalData = { ...formData }; + if (type === 'classrooms' && (typeof finalData.capacity !== 'number' || isNaN(finalData.capacity))) { + finalData.capacity = 0; + } + onSave(finalData); + }; + + const renderFormContent = () => { + switch (type) { + case 'courses': + return ( + <> +
+ + +
+
+ + +
+
+ + +

{t('dataInput.calculatedAutomatically')}

+
+ + ); + case 'classrooms': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + case 'students': + return ( + <> +
+ + +
+
+ + +
+
+ + +
+ + ); + default: + return null; + } + }; + + return ( +
+
+
+

+ {mode === 'add' ? t('dataInput.addNew') : t('common.edit')} {t(`dataInput.${type}`)} +

+ +
+
+ {renderFormContent()} +
+ + +
+
+
+
+ ); +}; + +interface ImportStatus { + fileName: string; + count: number; +} + +interface StudentImportModalProps { + onClose: () => void; + onSelectStudentInfo: () => void; + onSelectAttendance: () => void; + studentInfoStatus: ImportStatus | null; + attendanceStatus: ImportStatus | null; + onSave: () => void; +} + +const StudentImportModal: React.FC = ({ + onClose, + onSelectStudentInfo, + onSelectAttendance, + studentInfoStatus, + attendanceStatus, + onSave +}) => { + const { t } = useTranslation(); + + return ( +
+
+
+

+ {t('dataInput.importStudentsTitle') || 'Import Student Data'} +

+ +
+
+

+ {t('dataInput.importStudentsDesc') || 'Select the type of file you want to import:'} +

+ +
+
+
+ + + + + + +
+
+

+ {t('dataInput.importStudentInfo') || 'Student Information'} +

+

+ {studentInfoStatus + ? {studentInfoStatus.fileName}
{studentInfoStatus.count} records found + : (t('dataInput.importStudentInfoDesc') || 'Import a file containing student IDs (e.g., realData_AllStudents.csv)') + } +

+
+
+ {studentInfoStatus ? ( + + ) : ( + + )} +
+
+
+ +
+
+
+ + + + + + + +
+
+

+ {t('dataInput.importAttendance') || 'Attendance Data'} +

+

+ {attendanceStatus + ? {attendanceStatus.fileName}
{attendanceStatus.count} records found + : (t('dataInput.importAttendanceDesc') || 'Import a file containing course-student enrollments (e.g., realData_AllAttendanceLists.csv)') + } +

+
+
+ {attendanceStatus ? ( + + ) : ( + + )} +
+
+
+
+
+ +
+
+
+ ); +}; + + + +export const DataInput: React.FC = ({ + courses, setCourses, classrooms, setClassrooms, students, setStudents +}) => { + const { t } = useTranslation(); + const { showNotification } = useNotification(); + const [activeTab, setActiveTab] = useState('courses'); + const [searchQuery, setSearchQuery] = useState(''); + const [sortConfig, setSortConfig] = useState<{ column: string; direction: 'asc' | 'desc' } | null>(null); + const fileInputRef = useRef(null); + + + const studentInfoFileInputRef = useRef(null); + const attendanceFileInputRef = useRef(null); + + const [editingItem, setEditingItem] = useState(null); + const [isModalOpen, setIsModalOpen] = useState(false); + const [modalMode, setModalMode] = useState<'add' | 'edit'>('edit'); + const [isClearMenuOpen, setIsClearMenuOpen] = useState(false); + const [isStudentImportModalOpen, setIsStudentImportModalOpen] = useState(false); + + // Status state for the modal + const [studentInfoStatus, setStudentInfoStatus] = useState(null); + const [attendanceStatus, setAttendanceStatus] = useState(null); + + // Buffers for storing data during modal session + const tempStudentMap = useRef>(new Map()); // ID -> Name + const tempAttendanceMap = useRef>>(new Map()); // ID -> Set + + const handleClearData = async (type: 'all' | 'courses' | 'classrooms' | 'students') => { + const confirmMessage = type === 'all' + ? t('dataInput.confirmDeleteAll') + : t('dataInput.confirmDeleteSection', { section: type }); + + if (window.confirm(confirmMessage)) { + if (type === 'all') { + // 1. Clear input data from DB + await window.api.clearCourses(); + await window.api.clearClassrooms(); + await window.api.clearStudents(); + setCourses([]); + setClassrooms([]); + setStudents([]); + } else if (type === 'courses') { + await window.api.clearCourses(); + setCourses([]); + } else if (type === 'classrooms') { + await window.api.clearClassrooms(); + setClassrooms([]); + } else if (type === 'students') { + await window.api.clearStudents(); + setStudents([]); + } + setIsClearMenuOpen(false); + } + }; + // Detects file type based on specific header strings or formatting + + // Helper to distinguish between standard Student lists and Attendance/Enrollment lists + + const detectFileType = (text: string): string => { + const upperText = text.toUpperCase(); + + // Student Info files always contain this header + if (upperText.includes('ALL OF THE STUDENTS')) return 'students'; + + // Course files header + if (upperText.includes('ALL OF THE COURSES')) return 'courses'; + + // Classroom files header + if (upperText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; + + // Attendance/Enrollment files contain the list format like [ 'ID1', 'ID2' ] + if (text.includes('[') && text.includes(']')) return 'enrollments'; + + return 'unknown'; + }; + + +const handleAttendanceFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + // CONSTRAINT: Prevent import if primary data (courses/students) is missing + if (courses.length === 0 || students.length === 0) { + showNotification("Dependency Error: Please import Courses and Students first!", 'error'); + e.target.value = ''; + return; + } + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Ensure the user is uploading an actual Enrollment file + if (detectFileType(text) !== 'enrollments') { + showNotification("Format Error: This file is not a valid attendance list file!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + const map = extractAttendanceMap(rows); + + // Combine students from app state and the temporary import buffer + const allAvailableStudentIds = new Set(students.map(s => s.id.toUpperCase())); + tempStudentMap.current.forEach((_name, id) => { + allAvailableStudentIds.add(id.toUpperCase()); + }); + + let matchCount = 0; + let skipCount = 0; + + map.forEach((val, key) => { + if (allAvailableStudentIds.has(key.toUpperCase())) { + if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); + val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + matchCount++; + } else { + skipCount++; + } + }); + + if (matchCount > 0) { + setAttendanceStatus({ fileName: file.name, count: matchCount }); + if (skipCount > 0) { + showNotification(`Identified ${matchCount} valid students. Ignored ${skipCount} unknown students.`, 'success'); + } else { + showNotification(`Identified ${matchCount} valid students.`, 'success'); + } + } else { + showNotification("Import Warning: No matching students found from the attendance file.", 'error'); + } + } catch (err) { + showNotification("Parse Error: Failed to analyze the attendance file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + const handleImportClick = () => { + if (activeTab === 'students') { + // Reset status and buffers when opening + setStudentInfoStatus(null); + setAttendanceStatus(null); + tempStudentMap.current.clear(); + tempAttendanceMap.current.clear(); + setIsStudentImportModalOpen(true); + } else { + fileInputRef.current?.click(); + } + }; + + + const handleStudentInfoImport = () => { + // Do not close modal here anymore + studentInfoFileInputRef.current?.click(); + }; + + const handleAttendanceImport = () => { + // Do not close modal here anymore + attendanceFileInputRef.current?.click(); + }; + + + const handleEditClick = (item: Course | Classroom| Student) => { + setEditingItem(item); + setModalMode('edit'); + setIsModalOpen(true); + }; + + const handleAddClick = () => { + setModalMode('add'); + if (activeTab === 'courses') { + setEditingItem({ id: '', code: '', name: '', enrolledStudents: 0 }); + } else if (activeTab === 'classrooms') { + setEditingItem({ id: '', name: '', capacity: 0, building: '' }); + } else if (activeTab === 'students') { + setEditingItem({ id: '', name: '', email: '', enrolledCourses: [] }); + } + setIsModalOpen(true); + }; + + const handleSaveItem = async (updatedItem: any) => { + try { + if (activeTab === 'courses') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.code }; + await window.api.addCourse(newItem); + setCourses(prev => [...prev, newItem]); + } else { + setCourses(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'classrooms') { + if (modalMode === 'add') { + const newItem = { ...updatedItem, id: updatedItem.name }; + await window.api.addClassroomsBulk([newItem]); + setClassrooms(prev => [...prev, newItem]); + } else { + setClassrooms(prev => prev.map(c => c.id === updatedItem.id ? updatedItem : c)); + } + } else if (activeTab === 'students') { + if (modalMode === 'add') { + const newItem = { + ...updatedItem, + email: updatedItem.email || `${updatedItem.id.toLowerCase()}@uni.edu`, + enrolledCourses: [] + }; + await window.api.addStudentsBulk([ + { + studentNumber: newItem.id, + name: newItem.name, + enrolledCourses: [] + } + ]); + setStudents(prev => [...prev, newItem]); + showNotification(t('dataInput.studentAdded', 'Student added successfully'), 'success'); + } else { + setStudents(prev => prev.map(s => s.id === updatedItem.id ? updatedItem : s)); + } + } + setIsModalOpen(false); + setEditingItem(null); + } catch (error) { + console.error("Save error:", error); + showNotification("Failed to save item", 'error'); + } + }; + + + const parseCourseListFile = async (rows: string[]) => { + const newCourses: Course[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE COURSES") || !row.trim()) return; + const code = row.trim(); + newCourses.push({ + id: code, + code: code, + name: `Course ${code}`, + enrolledStudents: 0, + + }); + }); + if (newCourses.length > 0) { + await window.api.addCoursesBulk(newCourses); + // After bulk adding, get the complete fresh list from the DB + const allSavedCourses = await window.api.getCourses(); + // Map it correctly + const mappedCourses = allSavedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + // Replace the entire state + setCourses(mappedCourses); + showNotification(t('dataInput.importedCourses', { count: newCourses.length }), 'success'); + } + }; + + const parseClassroomFile = async (rows: string[]) => { + const newRooms: Classroom[] = []; + + rows.forEach((row) => { + if (row.includes("ALL OF THE CLASSROOMS") || !row.trim()) return; + const parts = row.split(';'); + if (parts.length >= 2) { + const name = parts[0].trim(); + const capacity = parseInt(parts[1].trim(), 10); + + newRooms.push({ + id: name, + name: name, + capacity: isNaN(capacity) ? 0 : capacity, + + building: 'Main Hall' + }); + } + }); + if (newRooms.length > 0) { + await window.api.addClassroomsBulk(newRooms); + const savedRooms = await window.api.getClassrooms(); + const mappedRooms = savedRooms.map((r: any) => ({ + id: r.name, + name: r.name, + capacity: r.capacity, + building: r.building + })); + + setClassrooms(prev => { + const existingIds = new Set(prev.map(r => r.id)); + const uniqueNew = mappedRooms.filter((r: any) => !existingIds.has(r.id)); + return [...prev, ...uniqueNew]; + }); + showNotification(t('dataInput.importedClassrooms', { count: newRooms.length }), 'success'); + } + }; + + + // --- Pure Parsing Logic --- + + const extractStudentMap = (rows: string[]): Map => { + const map = new Map(); + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow || cleanRow.includes("ALL OF THE STUDENTS")) return; + // Assuming format: ID;Name + // The previous logic was: const [student_id, student_name] = row.split(';'); + // But parseSimpleStudentList used just cleanRow as ID and generated name. + // Let's check parseSimpleStudentList again. + // It did: studentId = cleanRow; name = Student {studentId} + // Wait, the original `parseSimpleStudentList` I saw in Step 29/30 had split(';') logic commented out or replaced? + // In Step 29, line 316: `const studentId = cleanRow;` + // In Step 18 (summary): `realData_AllStudents.csv` format `student_id;student_name`. + // The code in Step 29 seemed to simplify it. + // Let's try to handle both if possible, or stick to what the code was doing. + // The code at line 424 (viewed in Step 138) was: `const studentId = cleanRow;` + // And name: `Student ${studentId}` + // BUT the user says "Student Information" file. + // Let's look at `realData_AllStudents.csv` content from Step 18 summary: `student_id;student_name` + // If the code was just taking the whole row as ID, that might be a bug or I misread. + // Let's try to split by semicolon if present. + if (cleanRow.includes(';')) { + const [id, name] = cleanRow.split(';'); + if (id) map.set(id.trim(), name?.trim() || `Student ${id.trim()}`); + } else { + map.set(cleanRow, `Student ${cleanRow}`); + } + }); + return map; + }; + + const extractAttendanceMap = (rows: string[]): Map> => { + const map = new Map>(); + let currentCourseCode = ''; + rows.forEach(row => { + const cleanRow = row.trim(); + if (!cleanRow) return; + if (cleanRow.startsWith('[')) { + if (!currentCourseCode) return; + const content = cleanRow.slice(1, -1); + // The regex replace might be needed for quoted strings + const studentIds = content.split(',').map(s => s.trim().replace(/^['"]|['"]$/g, '')); + studentIds.forEach(sId => { + if (!sId) return; + if (!map.has(sId)) map.set(sId, new Set()); + map.get(sId)?.add(currentCourseCode); + }); + } else { + // Heuristic for course code vs empty line + if (cleanRow.length < 50 && !cleanRow.startsWith('[')) currentCourseCode = cleanRow; + } + }); + return map; + }; + + const saveMergedData = async () => { + // Merge buffers + const allStudentIds = new Set([...tempStudentMap.current.keys(), ...tempAttendanceMap.current.keys()]); + const newStudents: any[] = []; + + allStudentIds.forEach(id => { + const name = tempStudentMap.current.get(id) || `Student ${id.split('_')[2] || id}`; + const courses = tempAttendanceMap.current.get(id) || new Set(); + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + + // Refresh data + const savedStudents = await window.api.getStudents(); + const mappedStudents = savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + })); + setStudents(mappedStudents); + + // Refresh courses for enrolled counts + const savedCourses = await window.api.getCourses(); + const mappedCourses = savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + })); + setCourses(mappedCourses); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + } + setIsStudentImportModalOpen(false); + }; + + + + // --- Parsing Wrappers for ProcessCSV (Legacy/Direct) --- + + // Updated to use the correct logic but immediately save (same behavior as before but cleaner) + const parseSimpleStudentList = async (rows: string[]): Promise => { + const map = extractStudentMap(rows); + // We need to merge this with potentially existing data? + // processCSV is usually for bulk import of everything. + // For safely: we just save what we found. + const newStudents: any[] = []; + map.forEach((name, id) => { + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: [] + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + + const parseStudentAttendanceFile = async (rows: string[]): Promise => { + const map = extractAttendanceMap(rows); + const newStudents: any[] = []; + map.forEach((courses, id) => { + newStudents.push({ + studentNumber: id, + name: `Student ${id}`, + enrolledCourses: Array.from(courses) + }); + }); + + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + const savedCourses = await window.api.getCourses(); + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + + showNotification(t('dataInput.processedAttendance', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + + const processCSV = (text: string) => { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + if (rows.length === 0) return; + + if (activeTab === 'classrooms') { + parseClassroomFile(rows); + } else if (activeTab === 'courses') { + parseCourseListFile(rows); + } else { + // This case should ideally not be reached due to handleFileChange's detectFileType and activeTab check, + // but as a safeguard, we can notify if an unexpected tab is encountered. + showNotification(t('dataInput.formatError'), 'error'); + } + }; + +const handleFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = (event) => { + const text = event.target?.result as string; + const detectedType = detectFileType(text); + + if (detectedType === 'unknown') { + showNotification(t('dataInput.unrecognizedFileFormat'), 'error'); + e.target.value = ''; + return; + } + + if (detectedType !== activeTab) { + showNotification(t('dataInput.tabMismatchError', { detected: detectedType, active: activeTab }), 'error'); + e.target.value = ''; + return; + } + + try { + processCSV(text); + showNotification(t('dataInput.fileProcessed', { type: activeTab }), 'success'); + } catch (err) { + console.error("Error processing CSV:", err); + showNotification(t('dataInput.importError'), 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; + }; + + // Handles the Student Information file upload + // Blocks Attendance files to prevent "ghost" students + const handleStudentInfoFileChange = (e: React.ChangeEvent) => { + const file = e.target.files?.[0]; + if (!file) return; + + const reader = new FileReader(); + reader.onload = async (event) => { + const text = event.target?.result as string; + + // VALIDATION: Check what kind of file this actually is + const actualType = detectFileType(text); + + // SECURITY: If user tries to upload Attendance as Student Info + if (actualType === 'enrollments') { + showNotification("Format Error: You cannot upload an Attendance List as Student Information!", 'error'); + return; + } + + // SECURITY: Ensure it's a student list + if (actualType !== 'students' && actualType !== 'unknown') { + showNotification("Format Error: This file does not contain valid Student Information!", 'error'); + return; + } + + try { + const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); + // Extract students and store them in the temporary map + const map = extractStudentMap(rows); + map.forEach((val, key) => tempStudentMap.current.set(key, val)); + + setStudentInfoStatus({ fileName: file.name, count: map.size }); + showNotification(`Successfully loaded ${map.size} students. Click 'Done' to save.`, 'success'); + } catch (err) { + showNotification("Parse Error: Failed to process the student info file.", 'error'); + } + }; + reader.readAsText(file); + e.target.value = ''; // Reset to allow re-selection + }; + + + + // Clear search and sort when switching tabs + React.useEffect(() => { + setSearchQuery(''); + setSortConfig(null); + }, [activeTab]); + + // Toggle sort for a column + const toggleSort = (column: string) => { + setSortConfig(prev => { + if (prev?.column === column) { + // Toggle direction or clear if already desc + if (prev.direction === 'asc') { + return { column, direction: 'desc' }; + } + return null; // Clear sort + } + return { column, direction: 'asc' }; + }); + }; + + // Sort icon component + const SortIcon = ({ column }: { column: string }) => { + const isActive = sortConfig?.column === column; + const isAsc = isActive && sortConfig?.direction === 'asc'; + const isDesc = isActive && sortConfig?.direction === 'desc'; + + return ( + + + + + + + + + ); + }; + + // Get filtered and sorted data + const getFilteredData = () => { + const query = searchQuery.toLowerCase().trim(); + + // Filter + let filteredCourses = query + ? courses.filter(c => + c.code.toLowerCase().includes(query) || + c.name.toLowerCase().includes(query) + ) + : [...courses]; + + let filteredClassrooms = query + ? classrooms.filter(r => + r.name.toLowerCase().includes(query) || + r.building.toLowerCase().includes(query) + ) + : [...classrooms]; + + let filteredStudents = query + ? students.filter(s => + s.id.toLowerCase().includes(query) || + s.name.toLowerCase().includes(query) || + s.enrolledCourses.some(c => c.toLowerCase().includes(query)) + ) + : [...students]; + + // Sort + if (sortConfig) { + const { column, direction } = sortConfig; + const multiplier = direction === 'asc' ? 1 : -1; + + if (column === 'enrolledStudents') { + filteredCourses.sort((a, b) => (a.enrolledStudents - b.enrolledStudents) * multiplier); + } else if (column === 'capacity') { + filteredClassrooms.sort((a, b) => (a.capacity - b.capacity) * multiplier); + } else if (column === 'studentId') { + filteredStudents.sort((a, b) => a.id.localeCompare(b.id) * multiplier); + } + } + + return { filteredCourses, filteredClassrooms, filteredStudents }; + }; + + const renderTable = () => { + const { filteredCourses, filteredClassrooms, filteredStudents } = getFilteredData(); + const hasSearchQuery = searchQuery.trim().length > 0; + + if (activeTab === 'courses') { + return ( +
+ + + + + + + + + + + + {filteredCourses.map((c) => ( + + + + + + + ))} + {filteredCourses.length === 0 && ( + + + + )} + +
{t('dataInput.courseCode')}{t('dataInput.courseName')} toggleSort('enrolledStudents')} + > + + {t('dataInput.enrolledStudents')} + + + {t('common.actions')}
{c.code}{c.name}{c.enrolledStudents} handleEditClick(c)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noCourses')} +
+
+ ); + } + if (activeTab === 'classrooms') { + return ( +
+ + + + + + + + + + + + {filteredClassrooms.map((r) => ( + + + + + + + ))} + {filteredClassrooms.length === 0 && ( + + + + )} + +
{t('dataInput.roomName')}{t('dataInput.building')} toggleSort('capacity')} + > + + {t('dataInput.capacity')} + + + {t('common.actions')}
{r.name}{r.building}{r.capacity} handleEditClick(r)} + + > + {t('common.edit')} +
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noClassrooms')} +
+
+ ); + } + if (activeTab === 'students') { + const displayStudents = filteredStudents.slice(0, 100); + return ( +
+
+ + + + + + + + + + + + {displayStudents.map((s) => ( + + + + + + + + ))} + {filteredStudents.length === 0 && ( + + + + )} + +
toggleSort('studentId')} + > + + {t('dataInput.studentId')} + + + {t('dataInput.studentNameGenerated')}{t('dataInput.email')}{t('dataInput.enrolledCourses')}{t('common.actions')}
{s.id}{s.name}{s.email} + {s.enrolledCourses.length > 0 ? ( +
+ {s.enrolledCourses.slice(0, 3).map(c => ( + {c} + ))} + {s.enrolledCourses.length > 3 && (+{s.enrolledCourses.length - 3} more)} +
+ ) : (None)} + 		handleEditClick(s)}>{t('common.edit')}
+ {hasSearchQuery ? t('dataInput.noSearchResults', { query: searchQuery }) : t('dataInput.noStudents')} +
+
+ {filteredStudents.length > 100 && ( +
+ {t('dataInput.showingStudents', { count: filteredStudents.length })} +
+ )} +
+ ); + } + return null; + }; + + return ( +
+ {isModalOpen && editingItem && ( + setIsModalOpen(false)} + onSave={handleSaveItem} + /> + )} + + {isStudentImportModalOpen && ( + setIsStudentImportModalOpen(false)} + onSelectStudentInfo={handleStudentInfoImport} + onSelectAttendance={handleAttendanceImport} + studentInfoStatus={studentInfoStatus} + attendanceStatus={attendanceStatus} + onSave={saveMergedData} + /> + )} + + + + + + + +
+
+

{t('common.dataManagement')}

+

{t('dataInput.dataManagementDescription')}

+
+ + {/* Search Input */} +
+
+
+ + + + +
+ setSearchQuery(e.target.value)} + placeholder={t('dataInput.searchPlaceholder', { tab: t(`dataInput.${activeTab}`) })} + className="w-full pl-10 pr-10 py-2 border border-slate-300 rounded-lg text-sm text-slate-900 placeholder-slate-400 focus:ring-2 focus:ring-indigo-500 focus:border-transparent outline-none transition-all" + /> + {searchQuery && ( + + )} +
+
+ +
+
+ + {isClearMenuOpen && ( + <> +
setIsClearMenuOpen(false)}>
+
+ + + +
+ +
+ + )} +
+ + +
+
+ +
+ {(['courses', 'classrooms', 'students'] as Tab[]).map((tab) => ( + + ))} +
+ +
+ {renderTable()} +
+
+ ); +}; diff --git a/.history/src/components/ScheduleView_20251219212939.tsx b/.history/src/components/ScheduleView_20251219212939.tsx new file mode 100644 index 0000000..8b2b9ab --- /dev/null +++ b/.history/src/components/ScheduleView_20251219212939.tsx @@ -0,0 +1,429 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // Group sessions by time slot (sessions with the same start time) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + filteredSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [filteredSessions]); + + // Handle time slot card click + const handleTimeSlotClick = (exams: ExamSession[]) => { + if (exams.length > 0) { + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 64; + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + const sessionsForExport = schedule.map(s => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + })); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
+
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + const isMultipleExams = examsInSlot.length > 1; + const firstExam = examsInSlot[0]; + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleExams ? ( + /* Multiple exams - show count and summary */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single exam - show details directly */ + <> +
+ {course?.code} +
+
+ {course?.name} +
+ {filterMode !== 'room' && ( +
+ + {room?.name} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; diff --git a/.history/src/components/ScheduleView_20251220162322.tsx b/.history/src/components/ScheduleView_20251220162322.tsx new file mode 100644 index 0000000..d7df95a --- /dev/null +++ b/.history/src/components/ScheduleView_20251220162322.tsx @@ -0,0 +1,454 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // Group sessions by time slot (sessions with the same start time) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + filteredSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [filteredSessions]); + // Helper: Aynı ders ve aynı saatte olan sınavları (Split Exams) tek satırda birleştirir. +const groupExamsForDisplay = (flatSchedule: any[]) => { + const groupedMap = new Map(); + + flatSchedule.forEach((session) => { + // Benzersiz Anahtar: Ders Kodu + Başlangıç Saati + const key = `${session.courseId}-${session.startTime}`; + + if (!groupedMap.has(key)) { + // İlk kez karşılaşıyorsak ana yapıyı kuralım + groupedMap.set(key, { + ...session, + classrooms: [{ name: session.classroomId, count: session.studentCount }], // Diziye çeviriyoruz + totalStudents: session.studentCount + }); + } else { + // Zaten varsa (yani split edilmiş diğer parça geldiyse), sadece sınıfı ekle + const existing = groupedMap.get(key); + existing.classrooms.push({ name: session.classroomId, count: session.studentCount }); + existing.totalStudents += session.studentCount; + } + }); + + return Array.from(groupedMap.values()); +}; + + // Handle time slot card click + const handleTimeSlotClick = (exams: ExamSession[]) => { + if (exams.length > 0) { + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 64; + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + const sessionsForExport = schedule.map(s => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + })); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
+
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + const isMultipleExams = examsInSlot.length > 1; + const firstExam = examsInSlot[0]; + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleExams ? ( + /* Multiple exams - show count and summary */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single exam - show details directly */ + <> +
+ {course?.code} +
+
+ {course?.name} +
+ {filterMode !== 'room' && ( +
+ + {room?.name} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; diff --git a/.history/src/components/ScheduleView_20251220162652.tsx b/.history/src/components/ScheduleView_20251220162652.tsx new file mode 100644 index 0000000..ce9562f --- /dev/null +++ b/.history/src/components/ScheduleView_20251220162652.tsx @@ -0,0 +1,403 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +// UI için genişletilmiş tip (Split sınavları göstermek için) +interface DisplaySession extends ExamSession { + isSplit?: boolean; + classroomList?: { name: string; count: number }[]; // Sınıf listesi + totalStudents?: number; +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Adım: Ham filtreleme (Mevcut mantık) + const rawFilteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Adım: Split Sınavları Birleştirme (YENİ EKLENEN MANTIK) + // Eğer 'Room' modunda değilsek, aynı dersin aynı saatteki parçalarını birleştiriyoruz. + const processedSessions = useMemo(() => { + // Oda görünümünde birleştirme yapmamalıyız çünkü sadece o odayı görmek istiyoruz. + if (filterMode === 'room') return rawFilteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + rawFilteredSessions.forEach(session => { + // Ders Kodu + Başlangıç Saati birleşim anahtarıdır + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: session.studentCount || 0 }], + totalStudents: session.studentCount || 0 + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; // Bu artık bölünmüş bir sınav + existing.classroomList?.push({ name: session.classroomId, count: session.studentCount || 0 }); + existing.totalStudents = (existing.totalStudents || 0) + (session.studentCount || 0); + } + }); + + return Array.from(groupedMap.values()); + }, [rawFilteredSessions, filterMode]); + + // 3. Adım: Zaman dilimine göre gruplama (Processed sessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal'a ham veriyi değil, gerekirse açılmış veriyi gönderebiliriz + // Ancak şimdilik özet gösterimi yeterli + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Sınıf listesi sığsın diye yüksekliği biraz artırdım (64 -> 80) + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + try { + const sessionsForExport = schedule.map(s => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + })); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+

{t('dashboard.noSchedule')}

+
+ ); + } + + return ( +
+ {/* Toast Message */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + + {/* Header Controls */} +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ )} +
+ +
+ + +
+ + + + +
+
+
+ + {/* Schedule Grid */} +
+
{/* Genişliği artırdım */} +
+
Time
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+ {/* Time Column */} +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ + {/* Days Columns */} + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Eğer aynı saatte birden fazla FARKLI ders varsa (Örn: Math ve Physics) + const isMultipleDifferentExams = examsInSlot.length > 1; + const firstExam = examsInSlot[0]; + const course = courses.find(c => c.id === firstExam.courseId); + + // Tek bir ders var ama Split edilmişse + const isSplitExam = firstExam.isSplit; + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* --- SENARYO 1: AYNI SAATTE FARKLI DERSLER --- */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map((exam, idx) => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} +
+ + ) : ( + /* --- SENARYO 2: TEK DERS (Split veya Normal) --- */ + <> +
+ {course?.code} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT SINAV GÖSTERİMİ --- +
+ {firstExam.classroomList?.map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count}) + + ))} +
+ ) : ( + // --- NORMAL SINAV GÖSTERİMİ --- +
+ + {classrooms.find(r => r.id === firstExam.classroomId)?.name || firstExam.classroomId} + {firstExam.studentCount && ({firstExam.studentCount})} +
+ )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/ScheduleView_20251220164516.tsx b/.history/src/components/ScheduleView_20251220164516.tsx new file mode 100644 index 0000000..5a95e65 --- /dev/null +++ b/.history/src/components/ScheduleView_20251220164516.tsx @@ -0,0 +1,430 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // Group sessions by time slot (sessions with the same start time) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + filteredSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [filteredSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: ExamSession[]) => { + if (exams.length > 0) { + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 64; + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + const sessionsForExport = schedule.map(s => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + })); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
+
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + const isMultipleExams = examsInSlot.length > 1; + const firstExam = examsInSlot[0]; + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleExams ? ( + /* Multiple exams - show count and summary */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single exam - show details directly */ + <> +
+ {course?.code} +
+
+ {course?.name} +
+ {filterMode !== 'room' && ( +
+ + {room?.name} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; diff --git a/.history/src/components/ScheduleView_20251220164946.tsx b/.history/src/components/ScheduleView_20251220164946.tsx new file mode 100644 index 0000000..5d95c22 --- /dev/null +++ b/.history/src/components/ScheduleView_20251220164946.tsx @@ -0,0 +1,497 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +// Backend'den gelen veriyi UI'da birleştirmek için genişletilmiş tip +interface DisplaySession extends ExamSession { + isSplit?: boolean; + classroomList?: { name: string; count: number }[]; // Birleşmiş sınıf listesi + totalStudents?: number; + studentCount?: number; // Backend'den gelen ham veri +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Step: Basic Filtering + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + const sessionsForExport = schedule.map(s => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + })); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
{/* Increased width for split badges */} +
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) + const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single Course (Split or Normal) */ + <> +
+ {course?.code} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- +
+ {firstExam.classroomList?.map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count}) + + ))} +
+ ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount ? ({firstExam.studentCount}) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/ScheduleView_20251220171612.tsx b/.history/src/components/ScheduleView_20251220171612.tsx new file mode 100644 index 0000000..ccc9f48 --- /dev/null +++ b/.history/src/components/ScheduleView_20251220171612.tsx @@ -0,0 +1,502 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +// Backend'den gelen veriyi UI'da birleştirmek için genişletilmiş tip +interface DisplaySession extends ExamSession { + isSplit?: boolean; + classroomList?: { name: string; count: number }[]; // Birleşmiş sınıf listesi + totalStudents?: number; + studentCount?: number; // Backend'den gelen ham veri +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Step: Basic Filtering + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + useEffect(() => { + console.log("İşlenmiş Veriler:", processedSessions); + const splitExams = processedSessions.filter(s => s.isSplit); + console.log("Bölünmüş Sınav Sayısı:", splitExams.length); +}, [processedSessions]); + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + const sessionsForExport = schedule.map(s => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + })); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
{/* Increased width for split badges */} +
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) + const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single Course (Split or Normal) */ + <> +
+ {course?.code} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- +
+ {firstExam.classroomList?.map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count}) + + ))} +
+ ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount ? ({firstExam.studentCount}) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/ScheduleView_20251220171643.tsx b/.history/src/components/ScheduleView_20251220171643.tsx new file mode 100644 index 0000000..02839e3 --- /dev/null +++ b/.history/src/components/ScheduleView_20251220171643.tsx @@ -0,0 +1,498 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +// Backend'den gelen veriyi UI'da birleştirmek için genişletilmiş tip +interface DisplaySession extends ExamSession { + isSplit?: boolean; + classroomList?: { name: string; count: number }[]; // Birleşmiş sınıf listesi + totalStudents?: number; + studentCount?: number; // Backend'den gelen ham veri +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Step: Basic Filtering + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + const sessionsForExport = schedule.map(s => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + })); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
{/* Increased width for split badges */} +
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) + const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single Course (Split or Normal) */ + <> +
+ {course?.code} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- +
+ {firstExam.classroomList?.map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count}) + + ))} +
+ ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount ? ({firstExam.studentCount}) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/ScheduleView_20251220172044.tsx b/.history/src/components/ScheduleView_20251220172044.tsx new file mode 100644 index 0000000..19a2129 --- /dev/null +++ b/.history/src/components/ScheduleView_20251220172044.tsx @@ -0,0 +1,504 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +// Backend'den gelen veriyi UI'da birleştirmek için genişletilmiş tip +interface DisplaySession extends ExamSession { + isSplit?: boolean; + classroomList?: { name: string; count: number }[]; // Birleşmiş sınıf listesi + totalStudents?: number; + studentCount?: number; // Backend'den gelen ham veri +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Step: Basic Filtering + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + + useEffect(() => { + console.log("İşlenmiş Veriler:", processedSessions); + const splitExams = processedSessions.filter(s => s.isSplit); + console.log("Bölünmüş Sınav Sayısı:", splitExams.length); +}, [processedSessions]); + + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + const sessionsForExport = schedule.map(s => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + })); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
{/* Increased width for split badges */} +
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) + const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single Course (Split or Normal) */ + <> +
+ {course?.code} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- +
+ {firstExam.classroomList?.map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count}) + + ))} +
+ ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount ? ({firstExam.studentCount}) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/ScheduleView_20251220172349.tsx b/.history/src/components/ScheduleView_20251220172349.tsx new file mode 100644 index 0000000..02839e3 --- /dev/null +++ b/.history/src/components/ScheduleView_20251220172349.tsx @@ -0,0 +1,498 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +// Backend'den gelen veriyi UI'da birleştirmek için genişletilmiş tip +interface DisplaySession extends ExamSession { + isSplit?: boolean; + classroomList?: { name: string; count: number }[]; // Birleşmiş sınıf listesi + totalStudents?: number; + studentCount?: number; // Backend'den gelen ham veri +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Step: Basic Filtering + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + const sessionsForExport = schedule.map(s => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + })); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
{/* Increased width for split badges */} +
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) + const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single Course (Split or Normal) */ + <> +
+ {course?.code} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- +
+ {firstExam.classroomList?.map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count}) + + ))} +
+ ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount ? ({firstExam.studentCount}) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/ScheduleView_20251220183441.tsx b/.history/src/components/ScheduleView_20251220183441.tsx new file mode 100644 index 0000000..466758c --- /dev/null +++ b/.history/src/components/ScheduleView_20251220183441.tsx @@ -0,0 +1,490 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student, DisplaySession } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Step: Basic Filtering + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + const sessionsForExport = schedule.map(s => ({ + sessionId: s.id, + courseCode: s.courseId, + classroomName: s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + })); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
{/* Increased width for split badges */} +
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) + const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single Course (Split or Normal) */ + <> +
+ {course?.code} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- +
+ {firstExam.classroomList?.map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count}) + + ))} +
+ ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount ? ({firstExam.studentCount}) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/ScheduleView_20251221141002.tsx b/.history/src/components/ScheduleView_20251221141002.tsx new file mode 100644 index 0000000..5347b01 --- /dev/null +++ b/.history/src/components/ScheduleView_20251221141002.tsx @@ -0,0 +1,543 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student, DisplaySession } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Step: Basic Filtering + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + // 1. ADIM: Veriyi Sırala (Tarih ve Ders Koduna Göre) + // Bu işlem, CSV çıktısının Excel'de "düzenli" (tarih sırasına göre) görünmesini sağlar. + // Ayrıca aynı derslerin alt alta gelmesini garantileyerek aşağıdaki "Exam 1, Exam 1" mantığını mümkün kılar. + const sortedSchedule = [...schedule].sort((a, b) => { + const timeDiff = new Date(a.startTime).getTime() - new Date(b.startTime).getTime(); + if (timeDiff !== 0) return timeDiff; + return a.courseId.localeCompare(b.courseId); + }); + + // 2. ADIM: Akıllı Numaralandırma (Grouping) + let examCounter = 0; + let lastKey = ''; // Önceki satırın "Ders + Saat" bilgisini tutar + + const sessionsForExport = sortedSchedule.map(s => { + const course = courses.find(c => c.id === s.courseId); + const classroom = classrooms.find(c => c.id === s.classroomId); + + // Anahtar: Ders ID + Başlangıç Saati + // Eğer bu satır, bir önceki satırla aynı ders ve aynı saatteyse (Split Exam), aynı sınavdır. + const currentKey = `${s.courseId}-${new Date(s.startTime).toISOString()}`; + + // Sadece ders veya saat değiştiğinde sayacı artır + if (currentKey !== lastKey) { + examCounter++; + lastKey = currentKey; + } + + return { + // Backend'den gelen karışık ID yerine, bizim ürettiğimiz sıralı "Exam X" numarasını kullanıyoruz. + sessionId: `Exam ${examCounter}`, + courseCode: course?.code || s.courseId, + classroomName: classroom?.name || s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + // TypeScript hatası almamak için güvenli erişim (studentCount backend'den geliyorsa) + studentCount: (s as any).studentCount || 0 + }; + }); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name, capacity: c.capacity })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
{/* Increased width for split badges */} +
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) + const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single Course (Split or Normal) */ + <> +
+
+ {course?.code} +
+ {isSplitExam && ( + + {t('schedule.split', 'Split')} + + )} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- + <> +
+ + {t('schedule.totalStudents', { count: firstExam.totalStudents })} +
+
+ {(firstExam.classroomList || []).slice(0, 2).map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count} / {classrooms.find(r => r.id === cr.name)?.capacity || '?'}) + + ))} + {firstExam.classroomList && firstExam.classroomList.length > 2 && ( + + +{firstExam.classroomList.length - 2} {t('common.more')} + + )} +
+ + ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount && room?.capacity ? ( + ({firstExam.studentCount} / {room.capacity}) + ) : firstExam.studentCount ? ( + ({firstExam.studentCount}) + ) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/ScheduleView_20251221141215.tsx b/.history/src/components/ScheduleView_20251221141215.tsx new file mode 100644 index 0000000..3b3caa5 --- /dev/null +++ b/.history/src/components/ScheduleView_20251221141215.tsx @@ -0,0 +1,540 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student, DisplaySession } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Step: Basic Filtering + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; + + const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + + const sortedSchedule = [...schedule].sort((a, b) => { + const timeDiff = new Date(a.startTime).getTime() - new Date(b.startTime).getTime(); + if (timeDiff !== 0) return timeDiff; + return a.courseId.localeCompare(b.courseId); + }); + + + let examCounter = 0; + let lastKey = ''; + + const sessionsForExport = sortedSchedule.map(s => { + const course = courses.find(c => c.id === s.courseId); + const classroom = classrooms.find(c => c.id === s.classroomId); + + + const currentKey = `${s.courseId}-${new Date(s.startTime).toISOString()}`; + + + if (currentKey !== lastKey) { + examCounter++; + lastKey = currentKey; + } + + return { + + sessionId: `Exam ${examCounter}`, + courseCode: course?.code || s.courseId, + classroomName: classroom?.name || s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + + studentCount: (s as any).studentCount || 0 + }; + }); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name, capacity: c.capacity })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
{/* Increased width for split badges */} +
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) + const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single Course (Split or Normal) */ + <> +
+
+ {course?.code} +
+ {isSplitExam && ( + + {t('schedule.split', 'Split')} + + )} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- + <> +
+ + {t('schedule.totalStudents', { count: firstExam.totalStudents })} +
+
+ {(firstExam.classroomList || []).slice(0, 2).map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count} / {classrooms.find(r => r.id === cr.name)?.capacity || '?'}) + + ))} + {firstExam.classroomList && firstExam.classroomList.length > 2 && ( + + +{firstExam.classroomList.length - 2} {t('common.more')} + + )} +
+ + ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount && room?.capacity ? ( + ({firstExam.studentCount} / {room.capacity}) + ) : firstExam.studentCount ? ( + ({firstExam.studentCount}) + ) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/ScheduleView_20251221141433.tsx b/.history/src/components/ScheduleView_20251221141433.tsx new file mode 100644 index 0000000..95d6928 --- /dev/null +++ b/.history/src/components/ScheduleView_20251221141433.tsx @@ -0,0 +1,545 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student, DisplaySession } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Step: Basic Filtering + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; +const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + // 1. ADIM: Listeyi Sırala (Önce Tarih, Sonra Ders Kodu) + // Bu, CSV dosyasının Excel'de düzenli görünmesini sağlar. + const sortedSchedule = [...schedule].sort((a, b) => { + // Tarihe göre artan sıralama + const timeDiff = new Date(a.startTime).getTime() - new Date(b.startTime).getTime(); + if (timeDiff !== 0) return timeDiff; + + // Tarihler aynıysa ders koduna göre alfabetik sıralama + // Bu sayede split edilmiş parçalar (Aynı tarih, aynı ders) alt alta gelir. + return a.courseId.localeCompare(b.courseId); + }); + + // 2. ADIM: Gruplama ve Numaralandırma + let examCounter = 0; + let lastKey = ''; // Önceki satırın (Ders + Saat) bilgisini tutar + + const sessionsForExport = sortedSchedule.map(s => { + const course = courses.find(c => c.id === s.courseId); + const classroom = classrooms.find(c => c.id === s.classroomId); + + // Anahtar: Ders ID + Başlangıç Saati + const currentKey = `${s.courseId}-${new Date(s.startTime).toISOString()}`; + + // Eğer bu satır, bir önceki satırla aynı ders ve aynı saatteyse (Split Exam), aynı sınavdır. + // Farklıysa sayacı artır. + if (currentKey !== lastKey) { + examCounter++; + lastKey = currentKey; + } + + return { + // Backend'den gelen ID yerine, bizim sıralı ve temiz numaramız + sessionId: `Exam ${examCounter}`, + courseCode: course?.code || s.courseId, + classroomName: classroom?.name || s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + // TypeScript için güvenli erişim + studentCount: (s as any).studentCount || 0 + }; + }); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name, capacity: c.capacity })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
{/* Increased width for split badges */} +
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) + const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single Course (Split or Normal) */ + <> +
+
+ {course?.code} +
+ {isSplitExam && ( + + {t('schedule.split', 'Split')} + + )} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- + <> +
+ + {t('schedule.totalStudents', { count: firstExam.totalStudents })} +
+
+ {(firstExam.classroomList || []).slice(0, 2).map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count} / {classrooms.find(r => r.id === cr.name)?.capacity || '?'}) + + ))} + {firstExam.classroomList && firstExam.classroomList.length > 2 && ( + + +{firstExam.classroomList.length - 2} {t('common.more')} + + )} +
+ + ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount && room?.capacity ? ( + ({firstExam.studentCount} / {room.capacity}) + ) : firstExam.studentCount ? ( + ({firstExam.studentCount}) + ) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/ScheduleView_20251221142046.tsx b/.history/src/components/ScheduleView_20251221142046.tsx new file mode 100644 index 0000000..e049e13 --- /dev/null +++ b/.history/src/components/ScheduleView_20251221142046.tsx @@ -0,0 +1,541 @@ +import React, { useState, useMemo, useEffect } from 'react'; +import { useTranslation } from 'react-i18next'; +import { ExamSession, Course, Classroom, Student, DisplaySession } from '../types'; +import { TimeSlotDetailModal } from './TimeSlotDetailModal'; + +interface ScheduleViewProps { + schedule: ExamSession[]; + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} + +type FilterMode = 'all' | 'room' | 'course' | 'student'; + +export const ScheduleView: React.FC = ({ schedule, courses, classrooms, students }) => { + const { t, i18n } = useTranslation(); + const [filterMode, setFilterMode] = useState('all'); + const [selectedEntityId, setSelectedEntityId] = useState(''); + const [isExporting, setIsExporting] = useState(false); + const [exportMessage, setExportMessage] = useState<{ type: 'success' | 'error'; text: string } | null>(null); + + // Time slot detail modal state + const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); + + // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty + const [currentDate, setCurrentDate] = useState(() => { + if (schedule.length > 0) { + return new Date(schedule[0].startTime); + } + return new Date(); + }); + + useEffect(() => { + if (filterMode === 'room' && classrooms.length > 0) setSelectedEntityId(classrooms[0].id); + else if (filterMode === 'course' && courses.length > 0) setSelectedEntityId(courses[0].id); + else if (filterMode === 'student' && students.length > 0) setSelectedEntityId(students[0].id); + }, [filterMode, classrooms, courses, students]); + + // Clear export message after 3 seconds + useEffect(() => { + if (exportMessage) { + const timer = setTimeout(() => setExportMessage(null), 3000); + return () => clearTimeout(timer); + } + }, [exportMessage]); + + const weekStart = useMemo(() => { + const d = new Date(currentDate); + const day = d.getDay(); + // Adjust to Monday start (if day is 0 (Sunday), subtract 6 days, else subtract day-1) + const diff = d.getDate() - day + (day === 0 ? -6 : 1); + d.setDate(diff); + d.setHours(0, 0, 0, 0); + return d; + }, [currentDate]); + + const weekDays = useMemo(() => { + return Array.from({ length: 7 }, (_, i) => { + const d = new Date(weekStart); + d.setDate(d.getDate() + i); + return d; + }); + }, [weekStart]); + + // 1. Step: Basic Filtering + const filteredSessions = useMemo(() => { + if (filterMode === 'all') return schedule; + + if (!selectedEntityId) return []; + + return schedule.filter(session => { + if (filterMode === 'room') return session.classroomId === selectedEntityId; + if (filterMode === 'course') return session.courseId === selectedEntityId; + if (filterMode === 'student') { + const student = students.find(s => s.id === selectedEntityId); + return student?.enrolledCourses.includes(session.courseId); + } + return false; + }); + }, [schedule, filterMode, selectedEntityId, students]); + + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); + + filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { + const startTime = new Date(session.startTime); + // Create a key from the date and time + const key = startTime.toISOString(); + + if (!groups.has(key)) { + groups.set(key, []); + } + groups.get(key)!.push(session); + }); + + return groups; + }, [processedSessions]); + + + // Handle time slot card click + const handleTimeSlotClick = (exams: DisplaySession[]) => { + if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz + setSelectedTimeSlotExams(exams); + setSelectedTimeSlot({ + start: new Date(exams[0].startTime), + end: new Date(exams[0].endTime), + }); + setShowTimeSlotModal(true); + } + }; + + const START_HOUR = 8; + const END_HOUR = 22; + const HOURS_COUNT = END_HOUR - START_HOUR; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); + }; + + const navigateWeek = (direction: 'prev' | 'next') => { + const newDate = new Date(currentDate); + newDate.setDate(newDate.getDate() + (direction === 'next' ? 7 : -7)); + setCurrentDate(newDate); + }; + + const goToToday = () => { + setCurrentDate(new Date()); + }; + + const handleDateChange = (e: React.ChangeEvent) => { + if (e.target.value) { + setCurrentDate(new Date(e.target.value)); + } + }; +const handleExport = async () => { + setIsExporting(true); + setExportMessage(null); + + try { + + const sortedSchedule = [...schedule].sort((a, b) => { + + const timeDiff = new Date(a.startTime).getTime() - new Date(b.startTime).getTime(); + if (timeDiff !== 0) return timeDiff; + + + return a.courseId.localeCompare(b.courseId); + }); + + let examCounter = 0; + let lastKey = ''; + + const sessionsForExport = sortedSchedule.map(s => { + const course = courses.find(c => c.id === s.courseId); + const classroom = classrooms.find(c => c.id === s.classroomId); + + + const currentKey = `${s.courseId}-${new Date(s.startTime).toISOString()}`; + + + if (currentKey !== lastKey) { + examCounter++; + lastKey = currentKey; + } + + return { + + sessionId: `Exam ${examCounter}`, + courseCode: course?.code || s.courseId, + classroomName: classroom?.name || s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + + studentCount: (s as any).studentCount || 0 + }; + }); + + const result = await window.api.exportScheduleCSV({ + sessions: sessionsForExport, + courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name, capacity: c.capacity })), + }); + + if (result.success) { + setExportMessage({ type: 'success', text: result.message }); + } else { + setExportMessage({ type: 'error', text: result.message }); + } + } catch (error) { + setExportMessage({ type: 'error', text: `Export failed: ${error instanceof Error ? error.message : 'Unknown error'}` }); + } finally { + setIsExporting(false); + } + }; + + if (schedule.length === 0) { + return ( +
+ + + +

{t('dashboard.noSchedule')}

+

{t('schedule.goToDashboard')}

+
+ ); + } + + return ( +
+ {/* Export message toast */} + {exportMessage && ( +
+ {exportMessage.text} +
+ )} + +
+
+
+ {(['all', 'room', 'student', 'course'] as FilterMode[]).map((m) => ( + + ))} +
+ + {filterMode !== 'all' && ( +
+ +
+ +
+
+ )} +
+ +
+ + + {/* Navigation Controls */} +
+ + + + +
+
+
+ +
+
{/* Increased width for split badges */} +
+
+ GMT+0 +
+ {weekDays.map((day, i) => ( +
+
+ {day.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short' })} +
+
+ {day.getDate()} +
+
+ ))} +
+ +
+
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ {(START_HOUR + i).toString().padStart(2, '0')}:00 +
+ ))} +
+ {END_HOUR}:00 +
+
+ + {weekDays.map((day, colIndex) => ( +
+ {Array.from({ length: HOURS_COUNT }, (_, i) => ( +
+ ))} + + {/* Render grouped time slots */} + {Array.from(groupedSessionsByTimeSlot.entries()) + .filter(([key]) => new Date(key).toDateString() === day.toDateString()) + .map(([timeKey, examsInSlot]) => { + const start = new Date(timeKey); + const end = new Date(examsInSlot[0].endTime); + + const startMinutes = (start.getHours() * 60 + start.getMinutes()) - (START_HOUR * 60); + const durationMinutes = (end.getTime() - start.getTime()) / (1000 * 60); + + const top = (startMinutes / 60) * HOUR_HEIGHT; + const height = (durationMinutes / 60) * HOUR_HEIGHT; + + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) + const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + + const course = courses.find(c => c.id === firstExam.courseId); + const room = classrooms.find(r => r.id === firstExam.classroomId); + + return ( +
handleTimeSlotClick(examsInSlot)} + > +
+ {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ + <> +
+
+ {examsInSlot.length} +
+ + {t('schedule.multipleExams', { count: examsInSlot.length })} + +
+
+ {examsInSlot.slice(0, 2).map(exam => ( +
+ • {courses.find(c => c.id === exam.courseId)?.code || exam.courseId} +
+ ))} + {examsInSlot.length > 2 && ( +
+{examsInSlot.length - 2} more...
+ )} +
+
+ + + + + + {t('schedule.clickForDetails') || 'Click for details'} +
+ + ) : ( + /* Single Course (Split or Normal) */ + <> +
+
+ {course?.code} +
+ {isSplitExam && ( + + {t('schedule.split', 'Split')} + + )} +
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- + <> +
+ + {t('schedule.totalStudents', { count: firstExam.totalStudents })} +
+
+ {(firstExam.classroomList || []).slice(0, 2).map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count} / {classrooms.find(r => r.id === cr.name)?.capacity || '?'}) + + ))} + {firstExam.classroomList && firstExam.classroomList.length > 2 && ( + + +{firstExam.classroomList.length - 2} {t('common.more')} + + )} +
+ + ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount && room?.capacity ? ( + ({firstExam.studentCount} / {room.capacity}) + ) : firstExam.studentCount ? ( + ({firstExam.studentCount}) + ) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + + )} +
+ + )} +
+
+ ); + })} +
+ ))} +
+
+
+ + {/* Time Slot Detail Modal */} + setShowTimeSlotModal(false)} + exams={selectedTimeSlotExams} + courses={courses} + classrooms={classrooms} + timeSlot={selectedTimeSlot} + /> +
+ ); +}; \ No newline at end of file diff --git a/.history/src/components/TimeSlotDetailModal_20251221182740.tsx b/.history/src/components/TimeSlotDetailModal_20251221182740.tsx new file mode 100644 index 0000000..e2a8b96 --- /dev/null +++ b/.history/src/components/TimeSlotDetailModal_20251221182740.tsx @@ -0,0 +1,187 @@ +import React from 'react'; +import ReactDOM from 'react-dom'; +import { useTranslation } from 'react-i18next'; +import { DisplaySession, Course, Classroom } from '../types'; // Use DisplaySession + +interface TimeSlotDetailModalProps { + isOpen: boolean; + onClose: () => void; + exams: DisplaySession[]; // Changed from ExamSession[] + courses: Course[]; + classrooms: Classroom[]; + timeSlot: { start: Date; end: Date } | null; +} + +export const TimeSlotDetailModal: React.FC = ({ + isOpen, + onClose, + exams, + courses, + classrooms, + timeSlot, +}) => { + const { t, i18n } = useTranslation(); + + if (!isOpen || !timeSlot) return null; + + const formatTime = (date: Date) => { + return date.toLocaleTimeString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { + hour: '2-digit', + minute: '2-digit', + }); + }; + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { + weekday: 'long', + year: 'numeric', + month: 'long', + day: 'numeric', + }); + }; + + // This creates a more visually distinct set of colors + const a = [ + { bg: 'bg-ieu-50', border: 'border-ieu-300', text: 'text-ieu-800' }, + { bg: 'bg-emerald-50', border: 'border-emerald-300', text: 'text-emerald-800' }, + { bg: 'bg-sky-50', border: 'border-sky-300', text: 'text-sky-800' }, + { bg: 'bg-amber-50', border: 'border-amber-300', text: 'text-amber-800' }, + { bg: 'bg-rose-50', border: 'border-rose-300', text: 'text-rose-800' }, + { bg: 'bg-purple-50', border: 'border-purple-300', text: 'text-purple-800' }, + { bg: 'bg-cyan-50', border: 'border-cyan-300', text: 'text-cyan-800' }, + { bg: 'bg-orange-50', border: 'border-orange-300', text: 'text-orange-800' }, + ] + + return ReactDOM.createPortal( +
+
e.stopPropagation()} + > + {/* Header */} +
+======= + className="bg-white rounded-xl shadow-2xl w-full max-w-2xl max-h-[80vh] flex flex-col" + onClick={(e) => e.stopPropagation()} + > + {/* Header */} +
+>>>>>>> origin/main +
+
+

+ {t('schedule.timeSlotDetails')} +

+

+ {formatDate(timeSlot.start)} + | + {formatTime(timeSlot.start)} - {formatTime(timeSlot.end)} +

+
+ +
+
+ + {/* Exam List */} +<<<<<<< HEAD +
+ {exams.map((exam) => { +======= +
+ {exams.map((exam, index) => { +>>>>>>> origin/main + const course = courses.find(c => c.id === exam.courseId); + + return ( +
+ {/* Course Info Header */} +
+

+ {course?.code || exam.courseId} +

+

+ {course?.name || t('common.noData')} +

+
+ + {/* Body (SPLIT LOGIC HERE) */} +
+ {exam.isSplit ? ( + // --- RENDER SPLIT EXAM --- +
+
+

+ {t('schedule.splitClassrooms')} +

+ + {t('schedule.enrolledCount', { count: exam.totalStudents || course?.enrolledStudents || 0 })} + +
+
+ {exam.classroomList?.map((cr, index) => { + const classroom = classrooms.find(c => c.id === cr.name); + return ( +
+
+ + {classroom?.name || cr.name} + ({t('schedule.capacityShort', { capacity: classroom?.capacity || 0 })}) +
+ + {t('schedule.studentCount', { count: cr.count })} + +
+ ) + })} +
+
+ ) : ( + // --- RENDER NORMAL EXAM --- +
+
+ + {classrooms.find(c=>c.id === exam.classroomId)?.name || exam.classroomId} +
+
+ + {t('schedule.enrolledCount', { count: exam.studentCount || course?.enrolledStudents || 0 })} +
+
+ )} +
+
+ ); + })} +
+ + {/* Footer */} +<<<<<<< HEAD +
+======= +
+>>>>>>> origin/main + +
+
+
, + document.body + ); +}; \ No newline at end of file diff --git a/.history/src/components/TimeSlotDetailModal_20251221183128.tsx b/.history/src/components/TimeSlotDetailModal_20251221183128.tsx new file mode 100644 index 0000000..47232b2 --- /dev/null +++ b/.history/src/components/TimeSlotDetailModal_20251221183128.tsx @@ -0,0 +1,170 @@ +import React from 'react'; +import ReactDOM from 'react-dom'; +import { useTranslation } from 'react-i18next'; +import { DisplaySession, Course, Classroom } from '../types'; // Use DisplaySession + +interface TimeSlotDetailModalProps { + isOpen: boolean; + onClose: () => void; + exams: DisplaySession[]; // Changed from ExamSession[] + courses: Course[]; + classrooms: Classroom[]; + timeSlot: { start: Date; end: Date } | null; +} + +export const TimeSlotDetailModal: React.FC = ({ + isOpen, + onClose, + exams, + courses, + classrooms, + timeSlot, +}) => { + const { t, i18n } = useTranslation(); + + if (!isOpen || !timeSlot) return null; + + const formatTime = (date: Date) => { + return date.toLocaleTimeString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { + hour: '2-digit', + minute: '2-digit', + }); + }; + + const formatDate = (date: Date) => { + return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { + weekday: 'long', + year: 'numeric', + month: 'long', + day: 'numeric', + }); + }; + + // This creates a more visually distinct set of colors + const a = [ + { bg: 'bg-ieu-50', border: 'border-ieu-300', text: 'text-ieu-800' }, + { bg: 'bg-emerald-50', border: 'border-emerald-300', text: 'text-emerald-800' }, + { bg: 'bg-sky-50', border: 'border-sky-300', text: 'text-sky-800' }, + { bg: 'bg-amber-50', border: 'border-amber-300', text: 'text-amber-800' }, + { bg: 'bg-rose-50', border: 'border-rose-300', text: 'text-rose-800' }, + { bg: 'bg-purple-50', border: 'border-purple-300', text: 'text-purple-800' }, + { bg: 'bg-cyan-50', border: 'border-cyan-300', text: 'text-cyan-800' }, + { bg: 'bg-orange-50', border: 'border-orange-300', text: 'text-orange-800' }, + ] + + return ReactDOM.createPortal( +
+
e.stopPropagation()} + > + {/* Header */} +
+
+
+

+ {t('schedule.timeSlotDetails')} +

+

+ {formatDate(timeSlot.start)} + | + {formatTime(timeSlot.start)} - {formatTime(timeSlot.end)} +

+
+ +
+
+ + {/* Exam List */} +
+ {exams.map((exam, index) => { + const course = courses.find(c => c.id === exam.courseId); + + return ( +
+ {/* Course Info Header */} +
+

+ {course?.code || exam.courseId} +

+

+ {course?.name || t('common.noData')} +

+
+ + {/* Body (SPLIT LOGIC HERE) */} +
+ {exam.isSplit ? ( + // --- RENDER SPLIT EXAM --- +
+
+

+ {t('schedule.splitClassrooms')} +

+ + {t('schedule.enrolledCount', { count: exam.totalStudents || course?.enrolledStudents || 0 })} + +
+
+ {exam.classroomList?.map((cr, index) => { + const classroom = classrooms.find(c => c.id === cr.name); + return ( +
+
+ + {classroom?.name || cr.name} + ({t('schedule.capacityShort', { capacity: classroom?.capacity || 0 })}) +
+ + {t('schedule.studentCount', { count: cr.count })} + +
+ ) + })} +
+
+ ) : ( + // --- RENDER NORMAL EXAM --- +
+
+ + {classrooms.find(c=>c.id === exam.classroomId)?.name || exam.classroomId} +
+
+ + {t('schedule.enrolledCount', { count: exam.studentCount || course?.enrolledStudents || 0 })} +
+
+ )} +
+
+ ); + })} +
+ + {/* Footer */} +
+ +
+
+
, + document.body + ); +}; \ No newline at end of file diff --git a/.history/src/types/index_20251219212939.ts b/.history/src/types/index_20251219212939.ts new file mode 100644 index 0000000..d84c489 --- /dev/null +++ b/.history/src/types/index_20251219212939.ts @@ -0,0 +1,52 @@ +export enum ViewMode { + DASHBOARD = 'Dashboard', + DATA = 'Data Management', + SCHEDULE = 'Schedule View', + SETTINGS = 'Settings', +} + +export interface GenerationConstraints { + startDate: Date; + endDate: Date; + includeWeekends: boolean; + dailyStartTime: string; // "09:00" + dailyEndTime: string; // "17:00" + maxExamsPerDay: number; // Maximum exams per student per day (default: 2) + allowConsecutiveExams: boolean; // Allow back-to-back exams (default: true) + minHoursBetweenExams: number; // Minimum hours between exams for a student (default: 1) +} + +export interface Course { + id: string; + code: string; + name: string; + enrolledStudents: number; +} + +export interface Classroom { + id: string; + name: string; + capacity: number; + building: string; +} + +export interface Student { + id: string; + name: string; + email: string; + enrolledCourses: string[]; // Array of Course IDs +} + +export interface ExamSession { + id: string; + courseId: string; + classroomId: string; + startTime: Date; + endTime: Date; +} + +export interface DataContextType { + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} diff --git a/.history/src/types/index_20251220175355.ts b/.history/src/types/index_20251220175355.ts new file mode 100644 index 0000000..47d750d --- /dev/null +++ b/.history/src/types/index_20251220175355.ts @@ -0,0 +1,58 @@ +export enum ViewMode { + DASHBOARD = 'Dashboard', + DATA = 'Data Management', + SCHEDULE = 'Schedule View', + SETTINGS = 'Settings', +} + +export interface GenerationConstraints { + startDate: Date; + endDate: Date; + includeWeekends: boolean; + dailyStartTime: string; // "09:00" + dailyEndTime: string; // "17:00" + maxExamsPerDay: number; // Maximum exams per student per day (default: 2) + allowConsecutiveExams: boolean; // Allow back-to-back exams (default: true) + minHoursBetweenExams: number; // Minimum hours between exams for a student (default: 1) +} + +export interface Course { + id: string; + code: string; + name: string; + enrolledStudents: number; +} + +export interface Classroom { + id: string; + name: string; + capacity: number; + building: string; +} + +export interface Student { + id: string; + name: string; + email: string; + enrolledCourses: string[]; // Array of Course IDs +} + +export interface ExamSession { + id: string; + courseId: string; + classroomId: string; + startTime: Date; + endTime: Date; +} + +export interface DataContextType { + courses: Course[]; + classrooms: Classroom[]; + students: Student[]; +} +interface DisplaySession extends ExamSession { + isSplit?: boolean; + classroomList?: { name: string; count: number }[]; // Birleşmiş sınıf listesi + totalStudents?: number; + studentCount?: number; // Backend'den gelen ham veri +} diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..35fe170 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,3 @@ +{ + "CodeGPT.apiKey": "Ollama" +} \ No newline at end of file diff --git a/generate_sample_data.js b/generate_sample_data.js deleted file mode 100644 index f8cfad5..0000000 --- a/generate_sample_data.js +++ /dev/null @@ -1,109 +0,0 @@ -/** - * Generate sample data with CONTROLLED overlaps - * Courses within same department share students (sequential scheduling) - * Courses in different departments have NO overlap (parallel scheduling possible) - */ - -const fs = require('fs'); -const path = require('path'); - -// Configuration - smaller but demonstrates parallel scheduling -const DEPARTMENTS = ['CS', 'MATH', 'PHYS', 'CHEM', 'BIO']; -const COURSES_PER_DEPT = 10; // 50 total courses -const STUDENTS_PER_DEPT = 200; // 1000 total students (no overlap between depts) -const COURSES_PER_STUDENT = 4; // Within their department only -const NUM_ROOMS = 20; - -// Generate courses -function generateCourses() { - const courses = []; - for (const dept of DEPARTMENTS) { - for (let i = 1; i <= COURSES_PER_DEPT; i++) { - courses.push(`${dept}${100 + i}`); - } - } - return courses; -} - -// Generate rooms -function generateRooms() { - const rooms = []; - const buildings = ['A', 'B', 'C', 'D']; - for (let i = 0; i < NUM_ROOMS; i++) { - const building = buildings[i % buildings.length]; - const roomNum = 100 + i; - const capacity = 50 + (i % 5) * 20; // 50-130 capacity - rooms.push({ name: `${building}${roomNum}`, capacity }); - } - return rooms; -} - -// Generate enrollments - students ONLY in their department (NO cross-dept overlap) -function generateEnrollments() { - const enrollments = new Map(); - let studentNum = 1; - - for (const dept of DEPARTMENTS) { - // Get courses in this department - const deptCourses = []; - for (let i = 1; i <= COURSES_PER_DEPT; i++) { - const code = `${dept}${100 + i}`; - deptCourses.push(code); - enrollments.set(code, []); - } - - // Create students for this department only - for (let s = 0; s < STUDENTS_PER_DEPT; s++) { - const studentId = `STD${String(studentNum++).padStart(5, '0')}`; - - // Pick random courses from THIS department only - const shuffled = [...deptCourses].sort(() => Math.random() - 0.5); - const selectedCourses = shuffled.slice(0, COURSES_PER_STUDENT); - - for (const course of selectedCourses) { - enrollments.get(course).push(studentId); - } - } - } - - return enrollments; -} - -// Write files -function writeFiles(courses, rooms, enrollments) { - const outputDir = path.join(__dirname, 'sample_data'); - if (!fs.existsSync(outputDir)) fs.mkdirSync(outputDir, { recursive: true }); - - // Courses - fs.writeFileSync( - path.join(outputDir, 'courses.csv'), - 'ALL OF THE COURSES IN THE SYSTEM\r\n' + courses.join('\r\n') - ); - - // Rooms - fs.writeFileSync( - path.join(outputDir, 'classrooms.csv'), - 'ALL OF THE CLASSROOMS; AND THEIR CAPACITIES IN THE SYSTEM\r\n' + - rooms.map(r => `${r.name};${r.capacity}`).join('\r\n') - ); - - // Attendance - let attendance = ''; - for (const [course, students] of enrollments) { - attendance += `${course}\r\n`; - attendance += `[${students.map(s => `'${s}'`).join(', ')}]\r\n\r\n`; - } - fs.writeFileSync(path.join(outputDir, 'attendance.csv'), attendance); - - console.log(`✅ Generated sample data with PARALLEL scheduling capability:`); - console.log(` ${courses.length} courses (${COURSES_PER_DEPT} per department)`); - console.log(` ${rooms.length} rooms`); - console.log(` ${STUDENTS_PER_DEPT * DEPARTMENTS.length} students`); - console.log(` Students only enrolled in their own department → NO cross-dept conflicts!`); - console.log(` → Courses from different departments CAN be at the same time`); -} - -const courses = generateCourses(); -const rooms = generateRooms(); -const enrollments = generateEnrollments(); -writeFiles(courses, rooms, enrollments); diff --git a/package-lock.json b/package-lock.json index bfaee4a..371f884 100644 --- a/package-lock.json +++ b/package-lock.json @@ -135,6 +135,7 @@ "integrity": "sha512-e7jT4DxYvIDLk1ZHmU/m/mB19rex9sv0c2ftBtjSBv+kVM/902eh0fINUzD7UwLLNR+jU585GxUJ8/EBfAM5fw==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "@babel/code-frame": "^7.27.1", "@babel/generator": "^7.28.5", @@ -749,6 +750,7 @@ } ], "license": "MIT", + "peer": true, "engines": { "node": ">=18" }, @@ -772,6 +774,7 @@ } ], "license": "MIT", + "peer": true, "engines": { "node": ">=18" } @@ -1229,6 +1232,7 @@ "integrity": "sha512-zx0EIq78WlY/lBb1uXlziZmDZI4ubcCXIMJ4uGjXzZW0nS19TjSPeXPAjzzTmKQlJUZm0SbmZhPKP7tuQ1SsEw==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "chalk": "^4.1.1", "fs-extra": "^9.0.1", @@ -2322,6 +2326,7 @@ "integrity": "sha512-yl43JD/86CIj3Mz5mvvLJqAOfIup7ncxfJ0Btnl0/v5TouVUyeEdcpknfgc+yMevS/48oH9WAkkw93m7otLb/A==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "@inquirer/checkbox": "^3.0.1", "@inquirer/confirm": "^4.0.1", @@ -4109,8 +4114,7 @@ "resolved": "https://registry.npmjs.org/@types/aria-query/-/aria-query-5.0.4.tgz", "integrity": "sha512-rfT93uj5s0PRL7EzccGMs3brplhcrghnDoV26NqKhCAS1hVo+WdNsPvE/yb6ilfr5hi2MEk6d5EWJTKdxg8jVw==", "dev": true, - "license": "MIT", - "peer": true + "license": "MIT" }, "node_modules/@types/babel__core": { "version": "7.20.5", @@ -4449,6 +4453,7 @@ "integrity": "sha512-MWtvHrGZLFttgeEj28VXHxpmwYbor/ATPYbBfSFZEIRK0ecCFLl2Qo55z52Hss+UV9CRN7trSeq1zbgx7YDWWg==", "devOptional": true, "license": "MIT", + "peer": true, "dependencies": { "csstype": "^3.2.2" } @@ -4459,6 +4464,7 @@ "integrity": "sha512-jp2L/eY6fn+KgVVQAOqYItbF0VY/YApe5Mz2F0aykSO8gx31bYCZyvSeYxCHKvzHG5eZjc+zyaS5BrBWya2+kQ==", "dev": true, "license": "MIT", + "peer": true, "peerDependencies": { "@types/react": "^19.2.0" } @@ -4576,6 +4582,7 @@ "integrity": "sha512-VlJEV0fOQ7BExOsHYAGrgbEiZoi8D+Bl2+f6V2RrXerRSylnp+ZBHmPvaIa8cz0Ajx7WO7Z5RqfgYg7ED1nRhA==", "dev": true, "license": "BSD-2-Clause", + "peer": true, "dependencies": { "@typescript-eslint/scope-manager": "5.62.0", "@typescript-eslint/types": "5.62.0", @@ -5233,6 +5240,7 @@ "integrity": "sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg==", "dev": true, "license": "MIT", + "peer": true, "bin": { "acorn": "bin/acorn" }, @@ -6093,6 +6101,7 @@ } ], "license": "MIT", + "peer": true, "dependencies": { "baseline-browser-mapping": "^2.9.0", "caniuse-lite": "^1.0.30001759", @@ -7241,8 +7250,7 @@ "resolved": "https://registry.npmjs.org/dom-accessibility-api/-/dom-accessibility-api-0.5.16.tgz", "integrity": "sha512-X7BJ2yElsnOJ30pZF4uIIDfBEVgF4XEBxL9Bxhy6dnrm5hkzqmsWHGTiHqRiITNhMyFLyAiWndIJP7Z1NTteDg==", "dev": true, - "license": "MIT", - "peer": true + "license": "MIT" }, "node_modules/ds-store": { "version": "0.1.6", @@ -7908,31 +7916,6 @@ "license": "MIT", "optional": true }, - "node_modules/encoding": { - "version": "0.1.13", - "resolved": "https://registry.npmjs.org/encoding/-/encoding-0.1.13.tgz", - "integrity": "sha512-ETBauow1T35Y/WZMkio9jiM0Z5xjHHmJ4XmjZOq1l/dXz3lr2sRn87nJy20RupqSh1F2m3HHPSp8ShIPQJrJ3A==", - "dev": true, - "license": "MIT", - "optional": true, - "dependencies": { - "iconv-lite": "^0.6.2" - } - }, - "node_modules/encoding/node_modules/iconv-lite": { - "version": "0.6.3", - "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz", - "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==", - "dev": true, - "license": "MIT", - "optional": true, - "dependencies": { - "safer-buffer": ">= 2.1.2 < 3.0.0" - }, - "engines": { - "node": ">=0.10.0" - } - }, "node_modules/end-of-stream": { "version": "1.4.5", "resolved": "https://registry.npmjs.org/end-of-stream/-/end-of-stream-1.4.5.tgz", @@ -8239,6 +8222,7 @@ "deprecated": "This version is no longer supported. 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"peer": true, "bin": { "tsc": "bin/tsc", "tsserver": "bin/tsserver" @@ -16902,6 +16893,7 @@ "integrity": "sha512-o5a9xKjbtuhY6Bi5S3+HvbRERmouabWbyUcpXXUA1u+GNUKoROi9byOJ8M0nHbHYHkYICiMlqxkg1KkYmm25Sw==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "esbuild": "^0.21.3", "postcss": "^8.4.43", @@ -17028,6 +17020,7 @@ "integrity": "sha512-HU1JOuV1OavsZ+mfigY0j8d1TgQgbZ6M+J75zDkpEAwYeXjWSqrGJtgnPblJjd/mAyTNQ7ygw0MiKOn6etz8yw==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "@types/eslint-scope": "^3.7.7", "@types/estree": "^1.0.8", diff --git a/sample_data/Yeni Metin Belgesi.txt b/sample_data/Yeni Metin Belgesi.txt new file mode 100644 index 0000000..e69de29 diff --git a/sample_data/attendance.csv b/sample_data/attendance.csv deleted file mode 100644 index e1f5195..0000000 --- a/sample_data/attendance.csv +++ /dev/null @@ -1,150 +0,0 @@ -CS101 -['STD00002', 'STD00003', 'STD00007', 'STD00008', 'STD00013', 'STD00014', 'STD00015', 'STD00016', 'STD00018', 'STD00024', 'STD00025', 'STD00026', 'STD00028', 'STD00029', 'STD00031', 'STD00032', 'STD00037', 'STD00039', 'STD00041', 'STD00042', 'STD00043', 'STD00046', 'STD00047', 'STD00049', 'STD00050', 'STD00051', 'STD00052', 'STD00054', 'STD00055', 'STD00060', 'STD00063', 'STD00065', 'STD00070', 'STD00073', 'STD00074', 'STD00075', 'STD00076', 'STD00077', 'STD00078', 'STD00081', 'STD00083', 'STD00084', 'STD00086', 'STD00087', 'STD00088', 'STD00089', 'STD00090', 'STD00091', 'STD00092', 'STD00093', 'STD00094', 'STD00098', 'STD00102', 'STD00103', 'STD00104', 'STD00105', 'STD00106', 'STD00107', 'STD00108', 'STD00109', 'STD00111', 'STD00113', 'STD00115', 'STD00116', 'STD00119', 'STD00122', 'STD00124', 'STD00125', 'STD00128', 'STD00129', 'STD00130', 'STD00132', 'STD00133', 'STD00136', 'STD00138', 'STD00143', 'STD00149', 'STD00150', 'STD00153', 'STD00155', 'STD00156', 'STD00159', 'STD00160', 'STD00161', 'STD00163', 'STD00165', 'STD00166', 'STD00169', 'STD00171', 'STD00173', 'STD00176', 'STD00178', 'STD00179', 'STD00180', 'STD00182', 'STD00183', 'STD00184', 'STD00188', 'STD00189', 'STD00192', 'STD00196', 'STD00197'] - -CS102 -['STD00001', 'STD00003', 'STD00005', 'STD00007', 'STD00010', 'STD00011', 'STD00012', 'STD00016', 'STD00019', 'STD00021', 'STD00024', 'STD00025', 'STD00026', 'STD00029', 'STD00032', 'STD00033', 'STD00036', 'STD00037', 'STD00039', 'STD00040', 'STD00041', 'STD00046', 'STD00047', 'STD00051', 'STD00054', 'STD00055', 'STD00058', 'STD00059', 'STD00060', 'STD00065', 'STD00066', 'STD00067', 'STD00072', 'STD00075', 'STD00076', 'STD00077', 'STD00078', 'STD00080', 'STD00081', 'STD00082', 'STD00085', 'STD00086', 'STD00088', 'STD00092', 'STD00094', 'STD00095', 'STD00098', 'STD00099', 'STD00100', 'STD00101', 'STD00112', 'STD00115', 'STD00120', 'STD00121', 'STD00123', 'STD00124', 'STD00127', 'STD00128', 'STD00132', 'STD00133', 'STD00135', 'STD00136', 'STD00138', 'STD00140', 'STD00142', 'STD00145', 'STD00148', 'STD00150', 'STD00152', 'STD00153', 'STD00155', 'STD00156', 'STD00157', 'STD00160', 'STD00161', 'STD00164', 'STD00165', 'STD00168', 'STD00169', 'STD00175', 'STD00176', 'STD00182', 'STD00184', 'STD00188', 'STD00189', 'STD00190', 'STD00191', 'STD00192', 'STD00197', 'STD00200'] - -CS103 -['STD00006', 'STD00009', 'STD00011', 'STD00014', 'STD00015', 'STD00017', 'STD00019', 'STD00020', 'STD00021', 'STD00022', 'STD00026', 'STD00027', 'STD00029', 'STD00030', 'STD00031', 'STD00036', 'STD00038', 'STD00039', 'STD00040', 'STD00041', 'STD00045', 'STD00046', 'STD00048', 'STD00050', 'STD00056', 'STD00060', 'STD00061', 'STD00062', 'STD00066', 'STD00067', 'STD00071', 'STD00077', 'STD00079', 'STD00080', 'STD00082', 'STD00085', 'STD00087', 'STD00090', 'STD00096', 'STD00102', 'STD00103', 'STD00104', 'STD00107', 'STD00110', 'STD00112', 'STD00114', 'STD00117', 'STD00118', 'STD00120', 'STD00121', 'STD00123', 'STD00128', 'STD00131', 'STD00134', 'STD00135', 'STD00138', 'STD00140', 'STD00144', 'STD00145', 'STD00146', 'STD00147', 'STD00148', 'STD00149', 'STD00151', 'STD00153', 'STD00154', 'STD00157', 'STD00165', 'STD00166', 'STD00169', 'STD00174', 'STD00175', 'STD00177', 'STD00179', 'STD00190', 'STD00193', 'STD00194', 'STD00198', 'STD00200'] - -CS104 -['STD00001', 'STD00004', 'STD00005', 'STD00009', 'STD00020', 'STD00022', 'STD00023', 'STD00024', 'STD00025', 'STD00027', 'STD00028', 'STD00030', 'STD00034', 'STD00035', 'STD00036', 'STD00048', 'STD00052', 'STD00053', 'STD00056', 'STD00058', 'STD00060', 'STD00061', 'STD00062', 'STD00064', 'STD00065', 'STD00066', 'STD00069', 'STD00071', 'STD00073', 'STD00074', 'STD00076', 'STD00079', 'STD00082', 'STD00083', 'STD00084', 'STD00086', 'STD00088', 'STD00089', 'STD00090', 'STD00093', 'STD00095', 'STD00097', 'STD00098', 'STD00101', 'STD00106', 'STD00108', 'STD00109', 'STD00110', 'STD00111', 'STD00114', 'STD00117', 'STD00118', 'STD00119', 'STD00123', 'STD00127', 'STD00132', 'STD00134', 'STD00135', 'STD00136', 'STD00139', 'STD00140', 'STD00142', 'STD00143', 'STD00144', 'STD00145', 'STD00146', 'STD00150', 'STD00151', 'STD00152', 'STD00156', 'STD00157', 'STD00162', 'STD00163', 'STD00164', 'STD00166', 'STD00168', 'STD00175', 'STD00177', 'STD00178', 'STD00180', 'STD00181', 'STD00185', 'STD00186', 'STD00190', 'STD00193', 'STD00196', 'STD00198', 'STD00199', 'STD00200'] - -CS105 -['STD00002', 'STD00010', 'STD00011', 'STD00012', 'STD00014', 'STD00019', 'STD00022', 'STD00030', 'STD00031', 'STD00035', 'STD00038', 'STD00039', 'STD00042', 'STD00043', 'STD00044', 'STD00045', 'STD00049', 'STD00053', 'STD00055', 'STD00057', 'STD00059', 'STD00061', 'STD00064', 'STD00068', 'STD00070', 'STD00083', 'STD00093', 'STD00096', 'STD00104', 'STD00107', 'STD00122', 'STD00129', 'STD00131', 'STD00133', 'STD00137', 'STD00139', 'STD00146', 'STD00154', 'STD00156', 'STD00158', 'STD00167', 'STD00170', 'STD00171', 'STD00172', 'STD00173', 'STD00174', 'STD00175', 'STD00178', 'STD00180', 'STD00181', 'STD00183', 'STD00184', 'STD00185', 'STD00187', 'STD00191', 'STD00193', 'STD00194', 'STD00197', 'STD00198', 'STD00199'] - -CS106 -['STD00005', 'STD00008', 'STD00009', 'STD00010', 'STD00015', 'STD00018', 'STD00019', 'STD00020', 'STD00025', 'STD00026', 'STD00032', 'STD00033', 'STD00034', 'STD00037', 'STD00042', 'STD00043', 'STD00044', 'STD00047', 'STD00048', 'STD00052', 'STD00053', 'STD00056', 'STD00057', 'STD00058', 'STD00059', 'STD00062', 'STD00064', 'STD00067', 'STD00069', 'STD00070', 'STD00075', 'STD00076', 'STD00079', 'STD00080', 'STD00081', 'STD00083', 'STD00085', 'STD00089', 'STD00092', 'STD00093', 'STD00095', 'STD00096', 'STD00097', 'STD00102', 'STD00103', 'STD00106', 'STD00107', 'STD00108', 'STD00110', 'STD00116', 'STD00118', 'STD00121', 'STD00123', 'STD00124', 'STD00129', 'STD00130', 'STD00131', 'STD00133', 'STD00134', 'STD00137', 'STD00139', 'STD00141', 'STD00142', 'STD00143', 'STD00145', 'STD00147', 'STD00148', 'STD00149', 'STD00150', 'STD00151', 'STD00152', 'STD00154', 'STD00157', 'STD00158', 'STD00159', 'STD00160', 'STD00161', 'STD00162', 'STD00163', 'STD00164', 'STD00167', 'STD00168', 'STD00170', 'STD00172', 'STD00182', 'STD00185', 'STD00186', 'STD00187', 'STD00193', 'STD00194', 'STD00195', 'STD00196'] - -CS107 -['STD00001', 'STD00002', 'STD00003', 'STD00004', 'STD00006', 'STD00007', 'STD00013', 'STD00016', 'STD00017', 'STD00018', 'STD00024', 'STD00028', 'STD00030', 'STD00034', 'STD00035', 'STD00036', 'STD00038', 'STD00044', 'STD00045', 'STD00049', 'STD00051', 'STD00054', 'STD00056', 'STD00058', 'STD00066', 'STD00068', 'STD00071', 'STD00072', 'STD00074', 'STD00078', 'STD00084', 'STD00085', 'STD00087', 'STD00091', 'STD00092', 'STD00094', 'STD00095', 'STD00101', 'STD00105', 'STD00106', 'STD00110', 'STD00111', 'STD00112', 'STD00113', 'STD00116', 'STD00120', 'STD00122', 'STD00126', 'STD00128', 'STD00136', 'STD00137', 'STD00141', 'STD00144', 'STD00146', 'STD00151', 'STD00155', 'STD00158', 'STD00160', 'STD00161', 'STD00163', 'STD00164', 'STD00169', 'STD00170', 'STD00173', 'STD00176', 'STD00179', 'STD00181', 'STD00184', 'STD00194', 'STD00195', 'STD00199', 'STD00200'] - -CS108 -['STD00001', 'STD00003', 'STD00004', 'STD00006', 'STD00008', 'STD00011', 'STD00012', 'STD00013', 'STD00018', 'STD00022', 'STD00023', 'STD00033', 'STD00034', 'STD00035', 'STD00040', 'STD00041', 'STD00043', 'STD00044', 'STD00045', 'STD00050', 'STD00052', 'STD00054', 'STD00057', 'STD00063', 'STD00065', 'STD00067', 'STD00069', 'STD00070', 'STD00073', 'STD00075', 'STD00078', 'STD00079', 'STD00080', 'STD00088', 'STD00091', 'STD00094', 'STD00096', 'STD00097', 'STD00098', 'STD00099', 'STD00100', 'STD00103', 'STD00109', 'STD00111', 'STD00112', 'STD00113', 'STD00116', 'STD00117', 'STD00119', 'STD00120', 'STD00121', 'STD00125', 'STD00126', 'STD00127', 'STD00130', 'STD00135', 'STD00139', 'STD00141', 'STD00144', 'STD00147', 'STD00149', 'STD00153', 'STD00159', 'STD00162', 'STD00168', 'STD00170', 'STD00171', 'STD00174', 'STD00177', 'STD00178', 'STD00180', 'STD00183', 'STD00186', 'STD00187', 'STD00189', 'STD00191', 'STD00192', 'STD00195', 'STD00197'] - -CS109 -['STD00004', 'STD00006', 'STD00008', 'STD00012', 'STD00016', 'STD00017', 'STD00021', 'STD00023', 'STD00027', 'STD00029', 'STD00031', 'STD00032', 'STD00037', 'STD00038', 'STD00040', 'STD00042', 'STD00047', 'STD00059', 'STD00062', 'STD00063', 'STD00068', 'STD00072', 'STD00073', 'STD00074', 'STD00081', 'STD00082', 'STD00086', 'STD00087', 'STD00091', 'STD00097', 'STD00099', 'STD00100', 'STD00101', 'STD00104', 'STD00105', 'STD00109', 'STD00114', 'STD00115', 'STD00119', 'STD00122', 'STD00124', 'STD00125', 'STD00126', 'STD00129', 'STD00130', 'STD00131', 'STD00134', 'STD00137', 'STD00141', 'STD00142', 'STD00147', 'STD00148', 'STD00152', 'STD00159', 'STD00162', 'STD00166', 'STD00167', 'STD00172', 'STD00177', 'STD00179', 'STD00182', 'STD00183', 'STD00185', 'STD00186', 'STD00188', 'STD00199'] - -CS110 -['STD00002', 'STD00005', 'STD00007', 'STD00009', 'STD00010', 'STD00013', 'STD00014', 'STD00015', 'STD00017', 'STD00020', 'STD00021', 'STD00023', 'STD00027', 'STD00028', 'STD00033', 'STD00046', 'STD00048', 'STD00049', 'STD00050', 'STD00051', 'STD00053', 'STD00055', 'STD00057', 'STD00061', 'STD00063', 'STD00064', 'STD00068', 'STD00069', 'STD00071', 'STD00072', 'STD00077', 'STD00084', 'STD00089', 'STD00090', 'STD00099', 'STD00100', 'STD00102', 'STD00105', 'STD00108', 'STD00113', 'STD00114', 'STD00115', 'STD00117', 'STD00118', 'STD00125', 'STD00126', 'STD00127', 'STD00132', 'STD00138', 'STD00140', 'STD00143', 'STD00154', 'STD00155', 'STD00158', 'STD00165', 'STD00167', 'STD00171', 'STD00172', 'STD00173', 'STD00174', 'STD00176', 'STD00181', 'STD00187', 'STD00188', 'STD00189', 'STD00190', 'STD00191', 'STD00192', 'STD00195', 'STD00196', 'STD00198'] - -MATH101 -['STD00201', 'STD00202', 'STD00206', 'STD00207', 'STD00211', 'STD00214', 'STD00215', 'STD00216', 'STD00220', 'STD00221', 'STD00222', 'STD00224', 'STD00225', 'STD00226', 'STD00227', 'STD00228', 'STD00230', 'STD00233', 'STD00235', 'STD00236', 'STD00237', 'STD00240', 'STD00244', 'STD00248', 'STD00249', 'STD00251', 'STD00256', 'STD00258', 'STD00261', 'STD00262', 'STD00264', 'STD00266', 'STD00267', 'STD00271', 'STD00273', 'STD00275', 'STD00281', 'STD00284', 'STD00288', 'STD00289', 'STD00290', 'STD00293', 'STD00294', 'STD00296', 'STD00298', 'STD00302', 'STD00304', 'STD00305', 'STD00306', 'STD00307', 'STD00309', 'STD00311', 'STD00316', 'STD00317', 'STD00318', 'STD00321', 'STD00322', 'STD00323', 'STD00326', 'STD00327', 'STD00328', 'STD00330', 'STD00331', 'STD00332', 'STD00335', 'STD00337', 'STD00338', 'STD00339', 'STD00345', 'STD00346', 'STD00347', 'STD00349', 'STD00350', 'STD00351', 'STD00353', 'STD00355', 'STD00362', 'STD00363', 'STD00364', 'STD00366', 'STD00372', 'STD00374', 'STD00376', 'STD00377', 'STD00378', 'STD00382', 'STD00385', 'STD00387', 'STD00388', 'STD00389', 'STD00391', 'STD00392', 'STD00397', 'STD00398'] - -MATH102 -['STD00201', 'STD00202', 'STD00203', 'STD00204', 'STD00206', 'STD00209', 'STD00210', 'STD00211', 'STD00212', 'STD00214', 'STD00218', 'STD00219', 'STD00220', 'STD00223', 'STD00225', 'STD00228', 'STD00233', 'STD00234', 'STD00235', 'STD00236', 'STD00237', 'STD00238', 'STD00239', 'STD00240', 'STD00243', 'STD00245', 'STD00247', 'STD00248', 'STD00249', 'STD00255', 'STD00256', 'STD00257', 'STD00259', 'STD00261', 'STD00264', 'STD00265', 'STD00267', 'STD00272', 'STD00280', 'STD00281', 'STD00282', 'STD00284', 'STD00285', 'STD00288', 'STD00291', 'STD00292', 'STD00293', 'STD00296', 'STD00301', 'STD00303', 'STD00304', 'STD00305', 'STD00307', 'STD00309', 'STD00311', 'STD00315', 'STD00316', 'STD00318', 'STD00321', 'STD00323', 'STD00325', 'STD00326', 'STD00328', 'STD00329', 'STD00332', 'STD00333', 'STD00335', 'STD00336', 'STD00337', 'STD00338', 'STD00343', 'STD00345', 'STD00346', 'STD00347', 'STD00351', 'STD00354', 'STD00357', 'STD00359', 'STD00360', 'STD00361', 'STD00362', 'STD00365', 'STD00366', 'STD00367', 'STD00369', 'STD00370', 'STD00371', 'STD00373', 'STD00374', 'STD00375', 'STD00376', 'STD00382', 'STD00384', 'STD00385', 'STD00386', 'STD00387', 'STD00389', 'STD00391', 'STD00392', 'STD00395', 'STD00400'] - -MATH103 -['STD00204', 'STD00205', 'STD00209', 'STD00211', 'STD00212', 'STD00216', 'STD00218', 'STD00228', 'STD00230', 'STD00231', 'STD00233', 'STD00234', 'STD00235', 'STD00238', 'STD00242', 'STD00247', 'STD00253', 'STD00255', 'STD00259', 'STD00265', 'STD00267', 'STD00272', 'STD00274', 'STD00279', 'STD00285', 'STD00287', 'STD00288', 'STD00291', 'STD00293', 'STD00295', 'STD00299', 'STD00300', 'STD00303', 'STD00308', 'STD00312', 'STD00321', 'STD00324', 'STD00328', 'STD00330', 'STD00332', 'STD00333', 'STD00334', 'STD00336', 'STD00340', 'STD00341', 'STD00347', 'STD00350', 'STD00352', 'STD00353', 'STD00354', 'STD00356', 'STD00357', 'STD00361', 'STD00363', 'STD00367', 'STD00368', 'STD00370', 'STD00371', 'STD00374', 'STD00379', 'STD00380', 'STD00381', 'STD00383', 'STD00384', 'STD00389', 'STD00395', 'STD00398', 'STD00400'] - -MATH104 -['STD00203', 'STD00205', 'STD00208', 'STD00210', 'STD00212', 'STD00213', 'STD00215', 'STD00219', 'STD00221', 'STD00224', 'STD00226', 'STD00227', 'STD00231', 'STD00232', 'STD00234', 'STD00237', 'STD00242', 'STD00243', 'STD00244', 'STD00245', 'STD00246', 'STD00247', 'STD00249', 'STD00250', 'STD00251', 'STD00255', 'STD00260', 'STD00263', 'STD00264', 'STD00266', 'STD00269', 'STD00270', 'STD00271', 'STD00274', 'STD00276', 'STD00278', 'STD00279', 'STD00280', 'STD00281', 'STD00282', 'STD00283', 'STD00287', 'STD00288', 'STD00290', 'STD00296', 'STD00298', 'STD00299', 'STD00300', 'STD00301', 'STD00302', 'STD00305', 'STD00310', 'STD00316', 'STD00317', 'STD00320', 'STD00329', 'STD00330', 'STD00331', 'STD00333', 'STD00335', 'STD00336', 'STD00337', 'STD00340', 'STD00345', 'STD00346', 'STD00348', 'STD00349', 'STD00352', 'STD00354', 'STD00355', 'STD00356', 'STD00358', 'STD00361', 'STD00366', 'STD00367', 'STD00373', 'STD00375', 'STD00377', 'STD00378', 'STD00380', 'STD00381', 'STD00383', 'STD00386', 'STD00390', 'STD00393', 'STD00395', 'STD00396', 'STD00398', 'STD00399'] - -MATH105 -['STD00203', 'STD00207', 'STD00213', 'STD00217', 'STD00220', 'STD00232', 'STD00233', 'STD00239', 'STD00246', 'STD00252', 'STD00253', 'STD00254', 'STD00255', 'STD00260', 'STD00263', 'STD00268', 'STD00272', 'STD00275', 'STD00276', 'STD00277', 'STD00281', 'STD00286', 'STD00293', 'STD00308', 'STD00313', 'STD00314', 'STD00315', 'STD00316', 'STD00319', 'STD00320', 'STD00340', 'STD00342', 'STD00343', 'STD00344', 'STD00348', 'STD00350', 'STD00352', 'STD00358', 'STD00359', 'STD00364', 'STD00365', 'STD00381', 'STD00382', 'STD00383', 'STD00388', 'STD00390', 'STD00391', 'STD00397', 'STD00399'] - -MATH106 -['STD00201', 'STD00204', 'STD00208', 'STD00209', 'STD00211', 'STD00213', 'STD00215', 'STD00218', 'STD00224', 'STD00226', 'STD00227', 'STD00234', 'STD00236', 'STD00238', 'STD00241', 'STD00242', 'STD00243', 'STD00244', 'STD00245', 'STD00246', 'STD00249', 'STD00250', 'STD00251', 'STD00252', 'STD00256', 'STD00258', 'STD00259', 'STD00262', 'STD00263', 'STD00265', 'STD00266', 'STD00269', 'STD00270', 'STD00271', 'STD00273', 'STD00278', 'STD00283', 'STD00286', 'STD00294', 'STD00295', 'STD00297', 'STD00300', 'STD00306', 'STD00311', 'STD00313', 'STD00314', 'STD00317', 'STD00319', 'STD00320', 'STD00323', 'STD00324', 'STD00325', 'STD00329', 'STD00331', 'STD00332', 'STD00334', 'STD00337', 'STD00338', 'STD00340', 'STD00342', 'STD00343', 'STD00345', 'STD00347', 'STD00351', 'STD00354', 'STD00356', 'STD00357', 'STD00358', 'STD00363', 'STD00364', 'STD00365', 'STD00366', 'STD00368', 'STD00369', 'STD00370', 'STD00372', 'STD00373', 'STD00376', 'STD00379', 'STD00386', 'STD00389', 'STD00390', 'STD00392', 'STD00393', 'STD00394', 'STD00397', 'STD00399', 'STD00400'] - -MATH107 -['STD00201', 'STD00202', 'STD00204', 'STD00206', 'STD00213', 'STD00214', 'STD00217', 'STD00222', 'STD00223', 'STD00224', 'STD00225', 'STD00227', 'STD00229', 'STD00232', 'STD00238', 'STD00239', 'STD00240', 'STD00241', 'STD00248', 'STD00253', 'STD00254', 'STD00257', 'STD00261', 'STD00266', 'STD00268', 'STD00269', 'STD00274', 'STD00276', 'STD00277', 'STD00279', 'STD00282', 'STD00286', 'STD00290', 'STD00291', 'STD00292', 'STD00294', 'STD00297', 'STD00303', 'STD00305', 'STD00307', 'STD00323', 'STD00324', 'STD00326', 'STD00330', 'STD00339', 'STD00341', 'STD00342', 'STD00346', 'STD00348', 'STD00351', 'STD00355', 'STD00358', 'STD00359', 'STD00360', 'STD00361', 'STD00365', 'STD00369', 'STD00371', 'STD00372', 'STD00374', 'STD00375', 'STD00378', 'STD00380', 'STD00384', 'STD00386', 'STD00387', 'STD00393', 'STD00394', 'STD00396', 'STD00398'] - -MATH108 -['STD00206', 'STD00210', 'STD00212', 'STD00214', 'STD00217', 'STD00218', 'STD00222', 'STD00223', 'STD00229', 'STD00230', 'STD00245', 'STD00247', 'STD00250', 'STD00251', 'STD00252', 'STD00254', 'STD00256', 'STD00258', 'STD00260', 'STD00261', 'STD00262', 'STD00264', 'STD00265', 'STD00268', 'STD00269', 'STD00270', 'STD00271', 'STD00273', 'STD00274', 'STD00276', 'STD00277', 'STD00278', 'STD00280', 'STD00285', 'STD00287', 'STD00289', 'STD00290', 'STD00291', 'STD00292', 'STD00297', 'STD00298', 'STD00299', 'STD00301', 'STD00302', 'STD00304', 'STD00307', 'STD00310', 'STD00312', 'STD00313', 'STD00314', 'STD00315', 'STD00318', 'STD00319', 'STD00320', 'STD00321', 'STD00322', 'STD00325', 'STD00326', 'STD00327', 'STD00334', 'STD00339', 'STD00342', 'STD00343', 'STD00344', 'STD00348', 'STD00349', 'STD00352', 'STD00353', 'STD00357', 'STD00360', 'STD00362', 'STD00364', 'STD00367', 'STD00368', 'STD00371', 'STD00372', 'STD00373', 'STD00377', 'STD00378', 'STD00379', 'STD00380', 'STD00381', 'STD00382', 'STD00383', 'STD00384', 'STD00385', 'STD00387', 'STD00388', 'STD00390', 'STD00392', 'STD00393', 'STD00394', 'STD00399'] - -MATH109 -['STD00205', 'STD00207', 'STD00208', 'STD00209', 'STD00215', 'STD00216', 'STD00219', 'STD00221', 'STD00222', 'STD00225', 'STD00226', 'STD00229', 'STD00230', 'STD00231', 'STD00232', 'STD00235', 'STD00236', 'STD00241', 'STD00246', 'STD00253', 'STD00254', 'STD00257', 'STD00260', 'STD00267', 'STD00272', 'STD00273', 'STD00275', 'STD00277', 'STD00278', 'STD00282', 'STD00283', 'STD00284', 'STD00289', 'STD00294', 'STD00295', 'STD00296', 'STD00298', 'STD00306', 'STD00308', 'STD00309', 'STD00310', 'STD00312', 'STD00313', 'STD00314', 'STD00322', 'STD00327', 'STD00328', 'STD00334', 'STD00338', 'STD00339', 'STD00341', 'STD00344', 'STD00349', 'STD00350', 'STD00353', 'STD00362', 'STD00377', 'STD00385', 'STD00394', 'STD00395', 'STD00396', 'STD00397', 'STD00400'] - -MATH110 -['STD00202', 'STD00203', 'STD00205', 'STD00207', 'STD00208', 'STD00210', 'STD00216', 'STD00217', 'STD00219', 'STD00220', 'STD00221', 'STD00223', 'STD00228', 'STD00229', 'STD00231', 'STD00237', 'STD00239', 'STD00240', 'STD00241', 'STD00242', 'STD00243', 'STD00244', 'STD00248', 'STD00250', 'STD00252', 'STD00257', 'STD00258', 'STD00259', 'STD00262', 'STD00263', 'STD00268', 'STD00270', 'STD00275', 'STD00279', 'STD00280', 'STD00283', 'STD00284', 'STD00285', 'STD00286', 'STD00287', 'STD00289', 'STD00292', 'STD00295', 'STD00297', 'STD00299', 'STD00300', 'STD00301', 'STD00302', 'STD00303', 'STD00304', 'STD00306', 'STD00308', 'STD00309', 'STD00310', 'STD00311', 'STD00312', 'STD00315', 'STD00317', 'STD00318', 'STD00319', 'STD00322', 'STD00324', 'STD00325', 'STD00327', 'STD00329', 'STD00331', 'STD00333', 'STD00335', 'STD00336', 'STD00341', 'STD00344', 'STD00355', 'STD00356', 'STD00359', 'STD00360', 'STD00363', 'STD00368', 'STD00369', 'STD00370', 'STD00375', 'STD00376', 'STD00379', 'STD00388', 'STD00391', 'STD00396'] - -PHYS101 -['STD00401', 'STD00403', 'STD00404', 'STD00406', 'STD00408', 'STD00409', 'STD00410', 'STD00411', 'STD00412', 'STD00416', 'STD00417', 'STD00419', 'STD00422', 'STD00424', 'STD00425', 'STD00426', 'STD00428', 'STD00433', 'STD00435', 'STD00436', 'STD00437', 'STD00443', 'STD00445', 'STD00447', 'STD00449', 'STD00450', 'STD00452', 'STD00454', 'STD00463', 'STD00464', 'STD00469', 'STD00471', 'STD00474', 'STD00476', 'STD00477', 'STD00478', 'STD00481', 'STD00482', 'STD00484', 'STD00486', 'STD00488', 'STD00491', 'STD00492', 'STD00494', 'STD00495', 'STD00497', 'STD00498', 'STD00499', 'STD00501', 'STD00502', 'STD00503', 'STD00505', 'STD00506', 'STD00508', 'STD00509', 'STD00512', 'STD00513', 'STD00515', 'STD00516', 'STD00517', 'STD00524', 'STD00525', 'STD00526', 'STD00534', 'STD00537', 'STD00538', 'STD00539', 'STD00542', 'STD00545', 'STD00546', 'STD00549', 'STD00550', 'STD00551', 'STD00552', 'STD00553', 'STD00556', 'STD00558', 'STD00559', 'STD00560', 'STD00562', 'STD00567', 'STD00569', 'STD00570', 'STD00571', 'STD00572', 'STD00573', 'STD00574', 'STD00575', 'STD00577', 'STD00581', 'STD00583', 'STD00584', 'STD00586', 'STD00589', 'STD00591', 'STD00594'] - -PHYS102 -['STD00401', 'STD00407', 'STD00408', 'STD00409', 'STD00415', 'STD00421', 'STD00425', 'STD00427', 'STD00431', 'STD00432', 'STD00433', 'STD00436', 'STD00439', 'STD00440', 'STD00441', 'STD00442', 'STD00447', 'STD00448', 'STD00449', 'STD00450', 'STD00453', 'STD00454', 'STD00455', 'STD00458', 'STD00461', 'STD00463', 'STD00464', 'STD00466', 'STD00467', 'STD00468', 'STD00469', 'STD00470', 'STD00471', 'STD00472', 'STD00473', 'STD00474', 'STD00478', 'STD00479', 'STD00480', 'STD00482', 'STD00483', 'STD00484', 'STD00486', 'STD00488', 'STD00491', 'STD00495', 'STD00496', 'STD00497', 'STD00498', 'STD00499', 'STD00502', 'STD00504', 'STD00505', 'STD00506', 'STD00509', 'STD00511', 'STD00515', 'STD00517', 'STD00518', 'STD00519', 'STD00522', 'STD00524', 'STD00525', 'STD00526', 'STD00530', 'STD00533', 'STD00534', 'STD00535', 'STD00537', 'STD00538', 'STD00540', 'STD00541', 'STD00542', 'STD00543', 'STD00546', 'STD00549', 'STD00550', 'STD00551', 'STD00554', 'STD00556', 'STD00558', 'STD00560', 'STD00566', 'STD00567', 'STD00569', 'STD00570', 'STD00571', 'STD00574', 'STD00575', 'STD00577', 'STD00582', 'STD00583', 'STD00584', 'STD00586', 'STD00588', 'STD00589', 'STD00590', 'STD00592', 'STD00594', 'STD00595', 'STD00597', 'STD00598', 'STD00600'] - -PHYS103 -['STD00402', 'STD00404', 'STD00410', 'STD00411', 'STD00414', 'STD00415', 'STD00416', 'STD00421', 'STD00423', 'STD00426', 'STD00429', 'STD00430', 'STD00431', 'STD00432', 'STD00433', 'STD00434', 'STD00436', 'STD00437', 'STD00438', 'STD00440', 'STD00442', 'STD00443', 'STD00444', 'STD00451', 'STD00453', 'STD00455', 'STD00458', 'STD00462', 'STD00465', 'STD00466', 'STD00471', 'STD00475', 'STD00480', 'STD00482', 'STD00483', 'STD00484', 'STD00485', 'STD00487', 'STD00489', 'STD00493', 'STD00498', 'STD00500', 'STD00502', 'STD00503', 'STD00505', 'STD00506', 'STD00507', 'STD00510', 'STD00514', 'STD00519', 'STD00520', 'STD00521', 'STD00527', 'STD00528', 'STD00530', 'STD00535', 'STD00536', 'STD00542', 'STD00543', 'STD00547', 'STD00549', 'STD00552', 'STD00554', 'STD00556', 'STD00558', 'STD00559', 'STD00564', 'STD00565', 'STD00566', 'STD00569', 'STD00577', 'STD00578', 'STD00580', 'STD00583', 'STD00584', 'STD00585', 'STD00589', 'STD00595', 'STD00596', 'STD00597', 'STD00598', 'STD00600'] - -PHYS104 -['STD00402', 'STD00406', 'STD00407', 'STD00409', 'STD00410', 'STD00413', 'STD00418', 'STD00419', 'STD00420', 'STD00421', 'STD00429', 'STD00431', 'STD00432', 'STD00438', 'STD00442', 'STD00443', 'STD00444', 'STD00445', 'STD00447', 'STD00448', 'STD00451', 'STD00453', 'STD00454', 'STD00455', 'STD00460', 'STD00461', 'STD00462', 'STD00465', 'STD00469', 'STD00470', 'STD00473', 'STD00477', 'STD00479', 'STD00481', 'STD00482', 'STD00487', 'STD00492', 'STD00493', 'STD00494', 'STD00496', 'STD00497', 'STD00500', 'STD00501', 'STD00504', 'STD00505', 'STD00508', 'STD00511', 'STD00512', 'STD00513', 'STD00514', 'STD00517', 'STD00520', 'STD00521', 'STD00522', 'STD00523', 'STD00527', 'STD00532', 'STD00533', 'STD00534', 'STD00541', 'STD00545', 'STD00547', 'STD00548', 'STD00553', 'STD00557', 'STD00558', 'STD00562', 'STD00563', 'STD00564', 'STD00571', 'STD00572', 'STD00573', 'STD00576', 'STD00579', 'STD00580', 'STD00582', 'STD00587', 'STD00589', 'STD00590', 'STD00593', 'STD00594', 'STD00595', 'STD00597', 'STD00599'] - -PHYS105 -['STD00402', 'STD00403', 'STD00406', 'STD00407', 'STD00408', 'STD00411', 'STD00412', 'STD00414', 'STD00415', 'STD00417', 'STD00418', 'STD00422', 'STD00426', 'STD00427', 'STD00428', 'STD00429', 'STD00434', 'STD00435', 'STD00438', 'STD00439', 'STD00442', 'STD00446', 'STD00451', 'STD00456', 'STD00457', 'STD00460', 'STD00465', 'STD00472', 'STD00477', 'STD00483', 'STD00484', 'STD00485', 'STD00487', 'STD00490', 'STD00492', 'STD00493', 'STD00497', 'STD00500', 'STD00503', 'STD00507', 'STD00508', 'STD00510', 'STD00511', 'STD00516', 'STD00518', 'STD00522', 'STD00523', 'STD00526', 'STD00527', 'STD00531', 'STD00532', 'STD00536', 'STD00544', 'STD00545', 'STD00555', 'STD00556', 'STD00557', 'STD00561', 'STD00562', 'STD00563', 'STD00564', 'STD00565', 'STD00569', 'STD00576', 'STD00579', 'STD00585', 'STD00587', 'STD00591', 'STD00593', 'STD00598', 'STD00599'] - -PHYS106 -['STD00403', 'STD00404', 'STD00405', 'STD00406', 'STD00420', 'STD00422', 'STD00424', 'STD00427', 'STD00434', 'STD00435', 'STD00438', 'STD00443', 'STD00444', 'STD00446', 'STD00450', 'STD00452', 'STD00454', 'STD00456', 'STD00457', 'STD00458', 'STD00459', 'STD00460', 'STD00461', 'STD00462', 'STD00465', 'STD00466', 'STD00472', 'STD00474', 'STD00477', 'STD00480', 'STD00481', 'STD00491', 'STD00493', 'STD00499', 'STD00502', 'STD00504', 'STD00510', 'STD00513', 'STD00514', 'STD00515', 'STD00516', 'STD00517', 'STD00519', 'STD00524', 'STD00526', 'STD00528', 'STD00530', 'STD00531', 'STD00532', 'STD00539', 'STD00544', 'STD00546', 'STD00547', 'STD00548', 'STD00551', 'STD00552', 'STD00554', 'STD00555', 'STD00557', 'STD00560', 'STD00561', 'STD00563', 'STD00564', 'STD00568', 'STD00572', 'STD00573', 'STD00575', 'STD00576', 'STD00578', 'STD00579', 'STD00580', 'STD00587', 'STD00592', 'STD00599'] - -PHYS107 -['STD00405', 'STD00407', 'STD00410', 'STD00412', 'STD00413', 'STD00414', 'STD00417', 'STD00418', 'STD00423', 'STD00425', 'STD00428', 'STD00429', 'STD00430', 'STD00436', 'STD00437', 'STD00439', 'STD00441', 'STD00444', 'STD00451', 'STD00452', 'STD00456', 'STD00457', 'STD00459', 'STD00461', 'STD00463', 'STD00464', 'STD00467', 'STD00468', 'STD00475', 'STD00476', 'STD00479', 'STD00487', 'STD00488', 'STD00489', 'STD00490', 'STD00495', 'STD00496', 'STD00507', 'STD00512', 'STD00513', 'STD00520', 'STD00522', 'STD00527', 'STD00529', 'STD00531', 'STD00533', 'STD00540', 'STD00543', 'STD00547', 'STD00560', 'STD00562', 'STD00567', 'STD00568', 'STD00570', 'STD00582', 'STD00585', 'STD00591', 'STD00592', 'STD00593', 'STD00595', 'STD00600'] - -PHYS108 -['STD00401', 'STD00402', 'STD00403', 'STD00404', 'STD00405', 'STD00408', 'STD00415', 'STD00416', 'STD00418', 'STD00419', 'STD00420', 'STD00421', 'STD00422', 'STD00424', 'STD00426', 'STD00430', 'STD00434', 'STD00441', 'STD00445', 'STD00446', 'STD00448', 'STD00449', 'STD00450', 'STD00453', 'STD00455', 'STD00457', 'STD00458', 'STD00459', 'STD00460', 'STD00466', 'STD00467', 'STD00468', 'STD00469', 'STD00475', 'STD00480', 'STD00481', 'STD00485', 'STD00486', 'STD00489', 'STD00490', 'STD00491', 'STD00495', 'STD00496', 'STD00498', 'STD00499', 'STD00500', 'STD00501', 'STD00504', 'STD00506', 'STD00507', 'STD00508', 'STD00509', 'STD00511', 'STD00512', 'STD00514', 'STD00515', 'STD00516', 'STD00518', 'STD00520', 'STD00521', 'STD00523', 'STD00524', 'STD00525', 'STD00528', 'STD00529', 'STD00530', 'STD00531', 'STD00532', 'STD00533', 'STD00535', 'STD00536', 'STD00537', 'STD00539', 'STD00540', 'STD00542', 'STD00543', 'STD00544', 'STD00546', 'STD00551', 'STD00552', 'STD00555', 'STD00559', 'STD00561', 'STD00565', 'STD00567', 'STD00568', 'STD00570', 'STD00571', 'STD00575', 'STD00577', 'STD00580', 'STD00581', 'STD00582', 'STD00584', 'STD00586', 'STD00588', 'STD00594', 'STD00596', 'STD00600'] - -PHYS109 -['STD00405', 'STD00409', 'STD00413', 'STD00417', 'STD00423', 'STD00424', 'STD00427', 'STD00428', 'STD00431', 'STD00432', 'STD00433', 'STD00435', 'STD00437', 'STD00439', 'STD00440', 'STD00445', 'STD00447', 'STD00448', 'STD00449', 'STD00452', 'STD00456', 'STD00459', 'STD00463', 'STD00467', 'STD00468', 'STD00470', 'STD00471', 'STD00472', 'STD00473', 'STD00475', 'STD00476', 'STD00478', 'STD00485', 'STD00490', 'STD00494', 'STD00501', 'STD00503', 'STD00510', 'STD00521', 'STD00528', 'STD00529', 'STD00536', 'STD00537', 'STD00538', 'STD00540', 'STD00541', 'STD00544', 'STD00545', 'STD00548', 'STD00549', 'STD00550', 'STD00553', 'STD00557', 'STD00566', 'STD00568', 'STD00572', 'STD00574', 'STD00578', 'STD00581', 'STD00583', 'STD00586', 'STD00587', 'STD00588', 'STD00590', 'STD00592', 'STD00596', 'STD00598', 'STD00599'] - -PHYS110 -['STD00401', 'STD00411', 'STD00412', 'STD00413', 'STD00414', 'STD00416', 'STD00419', 'STD00420', 'STD00423', 'STD00425', 'STD00430', 'STD00440', 'STD00441', 'STD00446', 'STD00462', 'STD00464', 'STD00470', 'STD00473', 'STD00474', 'STD00476', 'STD00478', 'STD00479', 'STD00483', 'STD00486', 'STD00488', 'STD00489', 'STD00492', 'STD00494', 'STD00509', 'STD00518', 'STD00519', 'STD00523', 'STD00525', 'STD00529', 'STD00534', 'STD00535', 'STD00538', 'STD00539', 'STD00541', 'STD00548', 'STD00550', 'STD00553', 'STD00554', 'STD00555', 'STD00559', 'STD00561', 'STD00563', 'STD00565', 'STD00566', 'STD00573', 'STD00574', 'STD00576', 'STD00578', 'STD00579', 'STD00581', 'STD00585', 'STD00588', 'STD00590', 'STD00591', 'STD00593', 'STD00596', 'STD00597'] - -CHEM101 -['STD00605', 'STD00607', 'STD00611', 'STD00613', 'STD00615', 'STD00616', 'STD00620', 'STD00628', 'STD00629', 'STD00630', 'STD00631', 'STD00636', 'STD00638', 'STD00644', 'STD00649', 'STD00651', 'STD00652', 'STD00653', 'STD00654', 'STD00655', 'STD00656', 'STD00657', 'STD00659', 'STD00661', 'STD00663', 'STD00664', 'STD00666', 'STD00669', 'STD00672', 'STD00673', 'STD00674', 'STD00675', 'STD00676', 'STD00678', 'STD00682', 'STD00683', 'STD00684', 'STD00685', 'STD00686', 'STD00687', 'STD00688', 'STD00693', 'STD00699', 'STD00703', 'STD00704', 'STD00710', 'STD00711', 'STD00712', 'STD00714', 'STD00719', 'STD00722', 'STD00723', 'STD00725', 'STD00727', 'STD00732', 'STD00734', 'STD00736', 'STD00738', 'STD00740', 'STD00741', 'STD00742', 'STD00744', 'STD00745', 'STD00747', 'STD00749', 'STD00750', 'STD00754', 'STD00755', 'STD00763', 'STD00767', 'STD00770', 'STD00771', 'STD00772', 'STD00773', 'STD00776', 'STD00777', 'STD00778', 'STD00780', 'STD00782', 'STD00783', 'STD00786', 'STD00789', 'STD00791', 'STD00794', 'STD00795', 'STD00797', 'STD00799', 'STD00800'] - -CHEM102 -['STD00605', 'STD00607', 'STD00609', 'STD00613', 'STD00614', 'STD00617', 'STD00619', 'STD00620', 'STD00621', 'STD00622', 'STD00625', 'STD00627', 'STD00629', 'STD00631', 'STD00632', 'STD00633', 'STD00635', 'STD00637', 'STD00640', 'STD00648', 'STD00651', 'STD00652', 'STD00653', 'STD00655', 'STD00657', 'STD00660', 'STD00661', 'STD00663', 'STD00664', 'STD00665', 'STD00669', 'STD00672', 'STD00673', 'STD00675', 'STD00680', 'STD00682', 'STD00683', 'STD00684', 'STD00687', 'STD00690', 'STD00691', 'STD00693', 'STD00695', 'STD00697', 'STD00698', 'STD00699', 'STD00700', 'STD00703', 'STD00704', 'STD00706', 'STD00710', 'STD00711', 'STD00713', 'STD00714', 'STD00717', 'STD00718', 'STD00719', 'STD00721', 'STD00722', 'STD00723', 'STD00724', 'STD00725', 'STD00728', 'STD00729', 'STD00731', 'STD00732', 'STD00734', 'STD00740', 'STD00741', 'STD00742', 'STD00744', 'STD00749', 'STD00753', 'STD00754', 'STD00755', 'STD00757', 'STD00759', 'STD00761', 'STD00763', 'STD00766', 'STD00767', 'STD00769', 'STD00770', 'STD00771', 'STD00772', 'STD00777', 'STD00778', 'STD00780', 'STD00783', 'STD00784', 'STD00785', 'STD00791', 'STD00792', 'STD00794', 'STD00797', 'STD00799', 'STD00800'] - -CHEM103 -['STD00603', 'STD00606', 'STD00611', 'STD00617', 'STD00618', 'STD00623', 'STD00625', 'STD00626', 'STD00629', 'STD00630', 'STD00631', 'STD00632', 'STD00634', 'STD00635', 'STD00636', 'STD00641', 'STD00643', 'STD00644', 'STD00647', 'STD00648', 'STD00649', 'STD00655', 'STD00658', 'STD00659', 'STD00660', 'STD00662', 'STD00668', 'STD00669', 'STD00670', 'STD00674', 'STD00679', 'STD00680', 'STD00681', 'STD00683', 'STD00691', 'STD00694', 'STD00695', 'STD00696', 'STD00697', 'STD00698', 'STD00700', 'STD00702', 'STD00705', 'STD00706', 'STD00709', 'STD00713', 'STD00714', 'STD00715', 'STD00716', 'STD00718', 'STD00720', 'STD00722', 'STD00723', 'STD00724', 'STD00726', 'STD00728', 'STD00729', 'STD00733', 'STD00735', 'STD00737', 'STD00744', 'STD00751', 'STD00752', 'STD00754', 'STD00757', 'STD00758', 'STD00761', 'STD00764', 'STD00766', 'STD00768', 'STD00771', 'STD00774', 'STD00783', 'STD00784', 'STD00788', 'STD00791', 'STD00792', 'STD00793', 'STD00795', 'STD00796'] - -CHEM104 -['STD00603', 'STD00604', 'STD00606', 'STD00607', 'STD00609', 'STD00610', 'STD00612', 'STD00613', 'STD00614', 'STD00615', 'STD00617', 'STD00618', 'STD00621', 'STD00622', 'STD00623', 'STD00626', 'STD00628', 'STD00629', 'STD00630', 'STD00633', 'STD00634', 'STD00635', 'STD00640', 'STD00641', 'STD00642', 'STD00643', 'STD00644', 'STD00645', 'STD00646', 'STD00650', 'STD00652', 'STD00653', 'STD00654', 'STD00662', 'STD00665', 'STD00669', 'STD00670', 'STD00671', 'STD00677', 'STD00680', 'STD00681', 'STD00682', 'STD00689', 'STD00691', 'STD00692', 'STD00694', 'STD00697', 'STD00700', 'STD00701', 'STD00702', 'STD00705', 'STD00715', 'STD00717', 'STD00726', 'STD00727', 'STD00728', 'STD00729', 'STD00730', 'STD00733', 'STD00735', 'STD00737', 'STD00738', 'STD00739', 'STD00743', 'STD00746', 'STD00748', 'STD00751', 'STD00752', 'STD00753', 'STD00754', 'STD00759', 'STD00760', 'STD00761', 'STD00762', 'STD00764', 'STD00765', 'STD00766', 'STD00767', 'STD00768', 'STD00773', 'STD00774', 'STD00775', 'STD00779', 'STD00782', 'STD00784', 'STD00785', 'STD00789', 'STD00790', 'STD00791', 'STD00792', 'STD00795', 'STD00796', 'STD00797', 'STD00798'] - -CHEM105 -['STD00602', 'STD00606', 'STD00607', 'STD00612', 'STD00613', 'STD00615', 'STD00616', 'STD00620', 'STD00621', 'STD00624', 'STD00625', 'STD00626', 'STD00632', 'STD00633', 'STD00634', 'STD00639', 'STD00640', 'STD00641', 'STD00643', 'STD00646', 'STD00656', 'STD00657', 'STD00658', 'STD00659', 'STD00668', 'STD00671', 'STD00677', 'STD00678', 'STD00688', 'STD00689', 'STD00694', 'STD00697', 'STD00707', 'STD00709', 'STD00710', 'STD00712', 'STD00716', 'STD00719', 'STD00720', 'STD00721', 'STD00725', 'STD00739', 'STD00740', 'STD00743', 'STD00748', 'STD00756', 'STD00757', 'STD00762', 'STD00763', 'STD00765', 'STD00767', 'STD00772', 'STD00774', 'STD00775', 'STD00776', 'STD00781', 'STD00784', 'STD00785', 'STD00787', 'STD00788', 'STD00790', 'STD00793', 'STD00798'] - -CHEM106 -['STD00601', 'STD00602', 'STD00603', 'STD00604', 'STD00608', 'STD00609', 'STD00610', 'STD00611', 'STD00612', 'STD00614', 'STD00616', 'STD00617', 'STD00619', 'STD00621', 'STD00624', 'STD00626', 'STD00630', 'STD00634', 'STD00637', 'STD00638', 'STD00640', 'STD00642', 'STD00645', 'STD00647', 'STD00648', 'STD00652', 'STD00654', 'STD00656', 'STD00658', 'STD00659', 'STD00666', 'STD00670', 'STD00673', 'STD00674', 'STD00675', 'STD00678', 'STD00679', 'STD00684', 'STD00685', 'STD00690', 'STD00693', 'STD00696', 'STD00701', 'STD00703', 'STD00707', 'STD00708', 'STD00709', 'STD00718', 'STD00721', 'STD00723', 'STD00724', 'STD00727', 'STD00729', 'STD00730', 'STD00732', 'STD00739', 'STD00741', 'STD00745', 'STD00746', 'STD00751', 'STD00756', 'STD00759', 'STD00760', 'STD00761', 'STD00762', 'STD00763', 'STD00768', 'STD00769', 'STD00770', 'STD00775', 'STD00779', 'STD00780', 'STD00783', 'STD00785', 'STD00786', 'STD00790', 'STD00793', 'STD00797'] - -CHEM107 -['STD00601', 'STD00602', 'STD00603', 'STD00605', 'STD00608', 'STD00609', 'STD00610', 'STD00612', 'STD00616', 'STD00623', 'STD00624', 'STD00627', 'STD00628', 'STD00637', 'STD00639', 'STD00646', 'STD00649', 'STD00650', 'STD00660', 'STD00663', 'STD00667', 'STD00673', 'STD00674', 'STD00677', 'STD00678', 'STD00679', 'STD00681', 'STD00685', 'STD00686', 'STD00688', 'STD00689', 'STD00692', 'STD00693', 'STD00699', 'STD00701', 'STD00704', 'STD00706', 'STD00707', 'STD00708', 'STD00712', 'STD00713', 'STD00715', 'STD00716', 'STD00717', 'STD00719', 'STD00720', 'STD00722', 'STD00731', 'STD00734', 'STD00735', 'STD00736', 'STD00738', 'STD00745', 'STD00746', 'STD00747', 'STD00748', 'STD00751', 'STD00752', 'STD00756', 'STD00759', 'STD00760', 'STD00765', 'STD00768', 'STD00769', 'STD00772', 'STD00773', 'STD00776', 'STD00777', 'STD00778', 'STD00779', 'STD00780', 'STD00781', 'STD00782', 'STD00795', 'STD00798', 'STD00799'] - -CHEM108 -['STD00601', 'STD00608', 'STD00619', 'STD00622', 'STD00624', 'STD00625', 'STD00627', 'STD00632', 'STD00635', 'STD00636', 'STD00638', 'STD00641', 'STD00643', 'STD00645', 'STD00651', 'STD00654', 'STD00656', 'STD00661', 'STD00662', 'STD00664', 'STD00666', 'STD00667', 'STD00668', 'STD00670', 'STD00671', 'STD00672', 'STD00676', 'STD00679', 'STD00688', 'STD00689', 'STD00690', 'STD00691', 'STD00692', 'STD00698', 'STD00700', 'STD00703', 'STD00704', 'STD00705', 'STD00708', 'STD00711', 'STD00712', 'STD00721', 'STD00726', 'STD00731', 'STD00736', 'STD00738', 'STD00743', 'STD00744', 'STD00747', 'STD00750', 'STD00753', 'STD00755', 'STD00756', 'STD00757', 'STD00758', 'STD00762', 'STD00764', 'STD00770', 'STD00778', 'STD00781', 'STD00787', 'STD00788', 'STD00792', 'STD00794', 'STD00796'] - -CHEM109 -['STD00601', 'STD00602', 'STD00604', 'STD00605', 'STD00608', 'STD00614', 'STD00618', 'STD00623', 'STD00631', 'STD00633', 'STD00637', 'STD00639', 'STD00642', 'STD00644', 'STD00647', 'STD00648', 'STD00649', 'STD00650', 'STD00653', 'STD00661', 'STD00662', 'STD00665', 'STD00666', 'STD00667', 'STD00671', 'STD00676', 'STD00680', 'STD00682', 'STD00684', 'STD00686', 'STD00687', 'STD00690', 'STD00692', 'STD00694', 'STD00695', 'STD00696', 'STD00698', 'STD00702', 'STD00705', 'STD00706', 'STD00707', 'STD00709', 'STD00710', 'STD00713', 'STD00714', 'STD00715', 'STD00716', 'STD00717', 'STD00718', 'STD00727', 'STD00730', 'STD00731', 'STD00732', 'STD00733', 'STD00736', 'STD00737', 'STD00739', 'STD00741', 'STD00742', 'STD00743', 'STD00745', 'STD00749', 'STD00750', 'STD00752', 'STD00758', 'STD00760', 'STD00764', 'STD00765', 'STD00769', 'STD00771', 'STD00775', 'STD00777', 'STD00786', 'STD00787', 'STD00789', 'STD00796', 'STD00798', 'STD00799', 'STD00800'] - -CHEM110 -['STD00604', 'STD00606', 'STD00610', 'STD00611', 'STD00615', 'STD00618', 'STD00619', 'STD00620', 'STD00622', 'STD00627', 'STD00628', 'STD00636', 'STD00638', 'STD00639', 'STD00642', 'STD00645', 'STD00646', 'STD00647', 'STD00650', 'STD00651', 'STD00655', 'STD00657', 'STD00658', 'STD00660', 'STD00663', 'STD00664', 'STD00665', 'STD00667', 'STD00668', 'STD00672', 'STD00675', 'STD00676', 'STD00677', 'STD00681', 'STD00683', 'STD00685', 'STD00686', 'STD00687', 'STD00695', 'STD00696', 'STD00699', 'STD00701', 'STD00702', 'STD00708', 'STD00711', 'STD00720', 'STD00724', 'STD00725', 'STD00726', 'STD00728', 'STD00730', 'STD00733', 'STD00734', 'STD00735', 'STD00737', 'STD00740', 'STD00742', 'STD00746', 'STD00747', 'STD00748', 'STD00749', 'STD00750', 'STD00753', 'STD00755', 'STD00758', 'STD00766', 'STD00773', 'STD00774', 'STD00776', 'STD00779', 'STD00781', 'STD00782', 'STD00786', 'STD00787', 'STD00788', 'STD00789', 'STD00790', 'STD00793', 'STD00794', 'STD00800'] - -BIO101 -['STD00801', 'STD00804', 'STD00805', 'STD00806', 'STD00807', 'STD00809', 'STD00810', 'STD00811', 'STD00812', 'STD00816', 'STD00817', 'STD00822', 'STD00825', 'STD00835', 'STD00837', 'STD00839', 'STD00841', 'STD00842', 'STD00848', 'STD00849', 'STD00850', 'STD00851', 'STD00856', 'STD00857', 'STD00858', 'STD00859', 'STD00860', 'STD00862', 'STD00863', 'STD00867', 'STD00869', 'STD00871', 'STD00872', 'STD00873', 'STD00874', 'STD00877', 'STD00880', 'STD00885', 'STD00887', 'STD00888', 'STD00889', 'STD00890', 'STD00891', 'STD00896', 'STD00897', 'STD00903', 'STD00904', 'STD00906', 'STD00907', 'STD00908', 'STD00909', 'STD00911', 'STD00912', 'STD00913', 'STD00914', 'STD00918', 'STD00920', 'STD00921', 'STD00922', 'STD00923', 'STD00924', 'STD00925', 'STD00926', 'STD00931', 'STD00932', 'STD00934', 'STD00936', 'STD00938', 'STD00941', 'STD00942', 'STD00944', 'STD00946', 'STD00948', 'STD00949', 'STD00951', 'STD00954', 'STD00959', 'STD00960', 'STD00962', 'STD00963', 'STD00964', 'STD00969', 'STD00975', 'STD00976', 'STD00978', 'STD00979', 'STD00982', 'STD00983', 'STD00985', 'STD00990', 'STD00991', 'STD00993', 'STD00996', 'STD00998', 'STD01000'] - -BIO102 -['STD00802', 'STD00807', 'STD00809', 'STD00811', 'STD00812', 'STD00818', 'STD00819', 'STD00822', 'STD00830', 'STD00832', 'STD00833', 'STD00835', 'STD00839', 'STD00840', 'STD00841', 'STD00842', 'STD00845', 'STD00848', 'STD00849', 'STD00858', 'STD00865', 'STD00866', 'STD00867', 'STD00868', 'STD00869', 'STD00870', 'STD00871', 'STD00872', 'STD00873', 'STD00878', 'STD00880', 'STD00882', 'STD00883', 'STD00884', 'STD00886', 'STD00887', 'STD00889', 'STD00890', 'STD00891', 'STD00892', 'STD00896', 'STD00898', 'STD00899', 'STD00900', 'STD00903', 'STD00907', 'STD00908', 'STD00914', 'STD00921', 'STD00923', 'STD00934', 'STD00935', 'STD00936', 'STD00938', 'STD00939', 'STD00940', 'STD00941', 'STD00944', 'STD00945', 'STD00948', 'STD00949', 'STD00951', 'STD00954', 'STD00957', 'STD00959', 'STD00960', 'STD00961', 'STD00963', 'STD00965', 'STD00967', 'STD00970', 'STD00971', 'STD00974', 'STD00975', 'STD00976', 'STD00977', 'STD00982', 'STD00987', 'STD00990', 'STD00992', 'STD00993', 'STD00994', 'STD00997', 'STD00998', 'STD00999'] - -BIO103 -['STD00801', 'STD00802', 'STD00803', 'STD00807', 'STD00808', 'STD00810', 'STD00812', 'STD00814', 'STD00818', 'STD00819', 'STD00820', 'STD00821', 'STD00827', 'STD00828', 'STD00830', 'STD00832', 'STD00836', 'STD00838', 'STD00840', 'STD00841', 'STD00842', 'STD00843', 'STD00844', 'STD00845', 'STD00846', 'STD00848', 'STD00850', 'STD00852', 'STD00854', 'STD00855', 'STD00862', 'STD00864', 'STD00865', 'STD00866', 'STD00868', 'STD00870', 'STD00873', 'STD00876', 'STD00878', 'STD00881', 'STD00883', 'STD00884', 'STD00886', 'STD00890', 'STD00892', 'STD00893', 'STD00897', 'STD00898', 'STD00900', 'STD00905', 'STD00908', 'STD00912', 'STD00913', 'STD00915', 'STD00916', 'STD00917', 'STD00923', 'STD00927', 'STD00932', 'STD00933', 'STD00934', 'STD00935', 'STD00938', 'STD00942', 'STD00945', 'STD00946', 'STD00953', 'STD00955', 'STD00956', 'STD00957', 'STD00958', 'STD00959', 'STD00960', 'STD00961', 'STD00963', 'STD00964', 'STD00968', 'STD00970', 'STD00971', 'STD00973', 'STD00977', 'STD00980', 'STD00982', 'STD00984', 'STD00985', 'STD00986', 'STD00995', 'STD00996', 'STD00997'] - -BIO104 -['STD00801', 'STD00803', 'STD00804', 'STD00805', 'STD00806', 'STD00808', 'STD00809', 'STD00810', 'STD00815', 'STD00817', 'STD00820', 'STD00821', 'STD00824', 'STD00825', 'STD00826', 'STD00828', 'STD00831', 'STD00837', 'STD00841', 'STD00844', 'STD00846', 'STD00847', 'STD00853', 'STD00854', 'STD00855', 'STD00856', 'STD00858', 'STD00860', 'STD00861', 'STD00862', 'STD00863', 'STD00866', 'STD00870', 'STD00872', 'STD00876', 'STD00879', 'STD00881', 'STD00883', 'STD00886', 'STD00888', 'STD00890', 'STD00891', 'STD00893', 'STD00894', 'STD00895', 'STD00899', 'STD00901', 'STD00902', 'STD00905', 'STD00913', 'STD00915', 'STD00917', 'STD00918', 'STD00919', 'STD00920', 'STD00922', 'STD00925', 'STD00926', 'STD00927', 'STD00928', 'STD00929', 'STD00930', 'STD00932', 'STD00933', 'STD00935', 'STD00938', 'STD00939', 'STD00941', 'STD00950', 'STD00951', 'STD00952', 'STD00953', 'STD00955', 'STD00956', 'STD00958', 'STD00959', 'STD00962', 'STD00965', 'STD00968', 'STD00969', 'STD00970', 'STD00971', 'STD00973', 'STD00974', 'STD00978', 'STD00979', 'STD00980', 'STD00981', 'STD00982', 'STD00984', 'STD00986', 'STD00988', 'STD00991', 'STD00995', 'STD00996', 'STD00997'] - -BIO105 -['STD00803', 'STD00814', 'STD00815', 'STD00820', 'STD00821', 'STD00824', 'STD00832', 'STD00833', 'STD00835', 'STD00836', 'STD00837', 'STD00844', 'STD00847', 'STD00850', 'STD00853', 'STD00857', 'STD00862', 'STD00863', 'STD00865', 'STD00875', 'STD00878', 'STD00882', 'STD00885', 'STD00888', 'STD00892', 'STD00893', 'STD00895', 'STD00896', 'STD00898', 'STD00900', 'STD00901', 'STD00902', 'STD00904', 'STD00911', 'STD00919', 'STD00921', 'STD00922', 'STD00924', 'STD00925', 'STD00927', 'STD00928', 'STD00929', 'STD00930', 'STD00931', 'STD00932', 'STD00933', 'STD00937', 'STD00940', 'STD00946', 'STD00947', 'STD00950', 'STD00954', 'STD00956', 'STD00957', 'STD00964', 'STD00975', 'STD00981', 'STD00986', 'STD00987', 'STD00988', 'STD00991', 'STD00992'] - -BIO106 -['STD00813', 'STD00815', 'STD00816', 'STD00817', 'STD00819', 'STD00824', 'STD00826', 'STD00827', 'STD00829', 'STD00830', 'STD00831', 'STD00836', 'STD00838', 'STD00840', 'STD00842', 'STD00851', 'STD00852', 'STD00856', 'STD00858', 'STD00863', 'STD00867', 'STD00869', 'STD00873', 'STD00874', 'STD00875', 'STD00880', 'STD00881', 'STD00882', 'STD00884', 'STD00888', 'STD00889', 'STD00891', 'STD00894', 'STD00895', 'STD00900', 'STD00901', 'STD00903', 'STD00906', 'STD00910', 'STD00911', 'STD00912', 'STD00913', 'STD00914', 'STD00917', 'STD00920', 'STD00922', 'STD00924', 'STD00926', 'STD00927', 'STD00928', 'STD00930', 'STD00936', 'STD00937', 'STD00940', 'STD00943', 'STD00945', 'STD00946', 'STD00947', 'STD00948', 'STD00949', 'STD00952', 'STD00953', 'STD00955', 'STD00957', 'STD00958', 'STD00962', 'STD00965', 'STD00966', 'STD00968', 'STD00970', 'STD00972', 'STD00973', 'STD00977', 'STD00979', 'STD00981', 'STD00985', 'STD00987', 'STD00988', 'STD00989', 'STD00990', 'STD00992', 'STD00993', 'STD00994', 'STD00995', 'STD00998', 'STD00999'] - -BIO107 -['STD00802', 'STD00805', 'STD00806', 'STD00808', 'STD00811', 'STD00813', 'STD00814', 'STD00815', 'STD00816', 'STD00818', 'STD00821', 'STD00823', 'STD00825', 'STD00827', 'STD00829', 'STD00831', 'STD00833', 'STD00834', 'STD00837', 'STD00838', 'STD00845', 'STD00846', 'STD00850', 'STD00853', 'STD00854', 'STD00855', 'STD00859', 'STD00860', 'STD00861', 'STD00871', 'STD00874', 'STD00876', 'STD00877', 'STD00878', 'STD00879', 'STD00880', 'STD00882', 'STD00884', 'STD00885', 'STD00895', 'STD00897', 'STD00902', 'STD00904', 'STD00906', 'STD00909', 'STD00910', 'STD00911', 'STD00914', 'STD00915', 'STD00916', 'STD00919', 'STD00923', 'STD00929', 'STD00931', 'STD00933', 'STD00943', 'STD00947', 'STD00948', 'STD00949', 'STD00966', 'STD00967', 'STD00969', 'STD00975', 'STD00978', 'STD00985', 'STD00988', 'STD00989', 'STD00999', 'STD01000'] - -BIO108 -['STD00804', 'STD00805', 'STD00808', 'STD00811', 'STD00813', 'STD00814', 'STD00816', 'STD00822', 'STD00823', 'STD00826', 'STD00828', 'STD00829', 'STD00834', 'STD00835', 'STD00839', 'STD00843', 'STD00845', 'STD00846', 'STD00851', 'STD00852', 'STD00854', 'STD00855', 'STD00861', 'STD00864', 'STD00865', 'STD00866', 'STD00867', 'STD00868', 'STD00871', 'STD00874', 'STD00879', 'STD00881', 'STD00883', 'STD00885', 'STD00886', 'STD00887', 'STD00889', 'STD00898', 'STD00899', 'STD00901', 'STD00905', 'STD00907', 'STD00918', 'STD00919', 'STD00921', 'STD00924', 'STD00925', 'STD00926', 'STD00928', 'STD00929', 'STD00934', 'STD00935', 'STD00939', 'STD00940', 'STD00942', 'STD00943', 'STD00945', 'STD00950', 'STD00952', 'STD00953', 'STD00955', 'STD00958', 'STD00960', 'STD00966', 'STD00967', 'STD00969', 'STD00972', 'STD00974', 'STD00976', 'STD00977', 'STD00978', 'STD00980', 'STD00983', 'STD00984', 'STD00986', 'STD00987', 'STD00989', 'STD00990', 'STD00991', 'STD00993', 'STD00994', 'STD00998', 'STD00999', 'STD01000'] - -BIO109 -['STD00803', 'STD00807', 'STD00812', 'STD00818', 'STD00819', 'STD00820', 'STD00822', 'STD00823', 'STD00825', 'STD00827', 'STD00828', 'STD00831', 'STD00834', 'STD00836', 'STD00839', 'STD00843', 'STD00847', 'STD00849', 'STD00852', 'STD00857', 'STD00859', 'STD00864', 'STD00869', 'STD00875', 'STD00877', 'STD00894', 'STD00899', 'STD00903', 'STD00904', 'STD00906', 'STD00907', 'STD00909', 'STD00910', 'STD00912', 'STD00916', 'STD00918', 'STD00920', 'STD00931', 'STD00937', 'STD00939', 'STD00941', 'STD00942', 'STD00944', 'STD00950', 'STD00952', 'STD00954', 'STD00961', 'STD00963', 'STD00968', 'STD00972', 'STD00973', 'STD00974', 'STD00979', 'STD00981', 'STD00983', 'STD00989', 'STD00992', 'STD00995'] - -BIO110 -['STD00801', 'STD00802', 'STD00804', 'STD00806', 'STD00809', 'STD00810', 'STD00813', 'STD00817', 'STD00823', 'STD00824', 'STD00826', 'STD00829', 'STD00830', 'STD00832', 'STD00833', 'STD00834', 'STD00838', 'STD00840', 'STD00843', 'STD00844', 'STD00847', 'STD00848', 'STD00849', 'STD00851', 'STD00853', 'STD00856', 'STD00857', 'STD00859', 'STD00860', 'STD00861', 'STD00864', 'STD00868', 'STD00870', 'STD00872', 'STD00875', 'STD00876', 'STD00877', 'STD00879', 'STD00887', 'STD00892', 'STD00893', 'STD00894', 'STD00896', 'STD00897', 'STD00902', 'STD00905', 'STD00908', 'STD00909', 'STD00910', 'STD00915', 'STD00916', 'STD00917', 'STD00930', 'STD00936', 'STD00937', 'STD00943', 'STD00944', 'STD00947', 'STD00951', 'STD00956', 'STD00961', 'STD00962', 'STD00964', 'STD00965', 'STD00966', 'STD00967', 'STD00971', 'STD00972', 'STD00976', 'STD00980', 'STD00983', 'STD00984', 'STD00994', 'STD00996', 'STD00997', 'STD01000'] - diff --git a/sample_data/duzeltattendance.csv b/sample_data/duzeltattendance.csv new file mode 100644 index 0000000..4d6f9b4 --- /dev/null +++ b/sample_data/duzeltattendance.csv @@ -0,0 +1,149 @@ +CS101 +['Std_ID_170', 'Std_ID_003', 'Std_ID_007', 'Std_ID_008', 'Std_ID_013', 'Std_ID_014', 'Std_ID_015', 'Std_ID_016', 'Std_ID_018', 'Std_ID_024', 'Std_ID_025', 'Std_ID_026', 'Std_ID_028', 'Std_ID_029', 'Std_ID_031', 'Std_ID_032', 'Std_ID_037', 'Std_ID_039', 'Std_ID_041', 'Std_ID_042', 'Std_ID_043', 'Std_ID_046', 'Std_ID_047', 'Std_ID_049', 'Std_ID_050', 'Std_ID_051', 'Std_ID_052', 'Std_ID_054', 'Std_ID_055', 'Std_ID_060', 'Std_ID_063', 'Std_ID_065', 'Std_ID_070', 'Std_ID_073', 'Std_ID_074', 'Std_ID_075', 'Std_ID_076', 'Std_ID_077', 'Std_ID_078', 'Std_ID_081', 'Std_ID_083', 'Std_ID_084', 'Std_ID_086', 'Std_ID_087', 'Std_ID_088', 'Std_ID_089', 'Std_ID_090', 'Std_ID_091', 'Std_ID_092', 'Std_ID_093', 'Std_ID_094', 'Std_ID_098', 'Std_ID_102', 'Std_ID_103', 'Std_ID_104', 'Std_ID_105', 'Std_ID_106', 'Std_ID_107', 'Std_ID_108', 'Std_ID_109', 'Std_ID_111', 'Std_ID_113', 'Std_ID_115', 'Std_ID_116', 'Std_ID_119', 'Std_ID_122', 'Std_ID_124', 'Std_ID_125', 'Std_ID_128', 'Std_ID_129', 'Std_ID_130', 'Std_ID_132', 'Std_ID_133', 'Std_ID_136', 'Std_ID_138', 'Std_ID_143', 'Std_ID_149', 'Std_ID_150', 'Std_ID_153', 'Std_ID_155', 'Std_ID_156', 'Std_ID_159', 'Std_ID_160', 'Std_ID_161', 'Std_ID_163', 'Std_ID_165', 'Std_ID_166', 'Std_ID_169', 'Std_ID_171', 'Std_ID_173', 'Std_ID_176', 'Std_ID_178', 'Std_ID_179', 'Std_ID_180', 'Std_ID_182', 'Std_ID_183', 'Std_ID_184', 'Std_ID_188', 'Std_ID_189', 'Std_ID_192', 'Std_ID_196', 'Std_ID_197'] + +CS102 +['Std_ID_001', 'Std_ID_003', 'Std_ID_005', 'Std_ID_007', 'Std_ID_010', 'Std_ID_011', 'Std_ID_012', 'Std_ID_016', 'Std_ID_019', 'Std_ID_021', 'Std_ID_024', 'Std_ID_025', 'Std_ID_026', 'Std_ID_029', 'Std_ID_032', 'Std_ID_033', 'Std_ID_036', 'Std_ID_037', 'Std_ID_039', 'Std_ID_040', 'Std_ID_041', 'Std_ID_046', 'Std_ID_047', 'Std_ID_051', 'Std_ID_054', 'Std_ID_055', 'Std_ID_058', 'Std_ID_059', 'Std_ID_060', 'Std_ID_065', 'Std_ID_066', 'Std_ID_067', 'Std_ID_072', 'Std_ID_075', 'Std_ID_076', 'Std_ID_077', 'Std_ID_078', 'Std_ID_080', 'Std_ID_081', 'Std_ID_082', 'Std_ID_085', 'Std_ID_086', 'Std_ID_088', 'Std_ID_092', 'Std_ID_094', 'Std_ID_095', 'Std_ID_098', 'Std_ID_099', 'Std_ID_100', 'Std_ID_101', 'Std_ID_112', 'Std_ID_115', 'Std_ID_120', 'Std_ID_121', 'Std_ID_123', 'Std_ID_124', 'Std_ID_127', 'Std_ID_128', 'Std_ID_132', 'Std_ID_133', 'Std_ID_135', 'Std_ID_136', 'Std_ID_138', 'Std_ID_140', 'Std_ID_142', 'Std_ID_145', 'Std_ID_148', 'Std_ID_150', 'Std_ID_152', 'Std_ID_153', 'Std_ID_155', 'Std_ID_156', 'Std_ID_157', 'Std_ID_160', 'Std_ID_161', 'Std_ID_164', 'Std_ID_165', 'Std_ID_168', 'Std_ID_169', 'Std_ID_175', 'Std_ID_176', 'Std_ID_182', 'Std_ID_184', 'Std_ID_188', 'Std_ID_189', 'Std_ID_190', 'Std_ID_191', 'Std_ID_192', 'Std_ID_197', 'Std_ID_200'] + +CS103 +['Std_ID_006', 'Std_ID_009', 'Std_ID_011', 'Std_ID_014', 'Std_ID_015', 'Std_ID_017', 'Std_ID_019', 'Std_ID_020', 'Std_ID_021', 'Std_ID_022', 'Std_ID_026', 'Std_ID_027', 'Std_ID_029', 'Std_ID_030', 'Std_ID_031', 'Std_ID_036', 'Std_ID_038', 'Std_ID_039', 'Std_ID_040', 'Std_ID_041', 'Std_ID_045', 'Std_ID_046', 'Std_ID_048', 'Std_ID_050', 'Std_ID_056', 'Std_ID_060', 'Std_ID_061', 'Std_ID_062', 'Std_ID_066', 'Std_ID_067', 'Std_ID_071', 'Std_ID_077', 'Std_ID_079', 'Std_ID_080', 'Std_ID_082', 'Std_ID_085', 'Std_ID_087', 'Std_ID_090', 'Std_ID_096', 'Std_ID_102', 'Std_ID_103', 'Std_ID_104', 'Std_ID_107', 'Std_ID_110', 'Std_ID_112', 'Std_ID_114', 'Std_ID_117', 'Std_ID_118', 'Std_ID_120', 'Std_ID_121', 'Std_ID_123', 'Std_ID_128', 'Std_ID_131', 'Std_ID_134', 'Std_ID_135', 'Std_ID_138', 'Std_ID_140', 'Std_ID_144', 'Std_ID_145', 'Std_ID_146', 'Std_ID_147', 'Std_ID_148', 'Std_ID_149', 'Std_ID_151', 'Std_ID_153', 'Std_ID_154', 'Std_ID_157', 'Std_ID_165', 'Std_ID_166', 'Std_ID_169', 'Std_ID_174', 'Std_ID_175', 'Std_ID_177', 'Std_ID_179', 'Std_ID_190', 'Std_ID_193', 'Std_ID_194', 'Std_ID_198', 'Std_ID_200'] + +CS104 +['Std_ID_001', 'Std_ID_004', 'Std_ID_005', 'Std_ID_009', 'Std_ID_020', 'Std_ID_022', 'Std_ID_023', 'Std_ID_024', 'Std_ID_025', 'Std_ID_027', 'Std_ID_028', 'Std_ID_030', 'Std_ID_034', 'Std_ID_035', 'Std_ID_036', 'Std_ID_048', 'Std_ID_052', 'Std_ID_053', 'Std_ID_056', 'Std_ID_058', 'Std_ID_060', 'Std_ID_061', 'Std_ID_062', 'Std_ID_064', 'Std_ID_065', 'Std_ID_066', 'Std_ID_069', 'Std_ID_071', 'Std_ID_073', 'Std_ID_074', 'Std_ID_076', 'Std_ID_079', 'Std_ID_082', 'Std_ID_083', 'Std_ID_084', 'Std_ID_086', 'Std_ID_088', 'Std_ID_089', 'Std_ID_090', 'Std_ID_093', 'Std_ID_095', 'Std_ID_097', 'Std_ID_098', 'Std_ID_101', 'Std_ID_106', 'Std_ID_108', 'Std_ID_109', 'Std_ID_110', 'Std_ID_111', 'Std_ID_114', 'Std_ID_117', 'Std_ID_118', 'Std_ID_119', 'Std_ID_123', 'Std_ID_127', 'Std_ID_132', 'Std_ID_134', 'Std_ID_135', 'Std_ID_136', 'Std_ID_139', 'Std_ID_140', 'Std_ID_142', 'Std_ID_143', 'Std_ID_144', 'Std_ID_145', 'Std_ID_146', 'Std_ID_150', 'Std_ID_151', 'Std_ID_152', 'Std_ID_156', 'Std_ID_157', 'Std_ID_162', 'Std_ID_163', 'Std_ID_164', 'Std_ID_166', 'Std_ID_168', 'Std_ID_175', 'Std_ID_177', 'Std_ID_178', 'Std_ID_180', 'Std_ID_181', 'Std_ID_185', 'Std_ID_186', 'Std_ID_190', 'Std_ID_193', 'Std_ID_196', 'Std_ID_198', 'Std_ID_199', 'Std_ID_200'] + +CS105 +['Std_ID_002', 'Std_ID_010', 'Std_ID_011', 'Std_ID_012', 'Std_ID_014', 'Std_ID_019', 'Std_ID_022', 'Std_ID_030', 'Std_ID_031', 'Std_ID_035', 'Std_ID_038', 'Std_ID_039', 'Std_ID_042', 'Std_ID_043', 'Std_ID_044', 'Std_ID_045', 'Std_ID_049', 'Std_ID_053', 'Std_ID_055', 'Std_ID_057', 'Std_ID_059', 'Std_ID_061', 'Std_ID_064', 'Std_ID_068', 'Std_ID_070', 'Std_ID_083', 'Std_ID_093', 'Std_ID_096', 'Std_ID_104', 'Std_ID_107', 'Std_ID_122', 'Std_ID_129', 'Std_ID_131', 'Std_ID_133', 'Std_ID_137', 'Std_ID_139', 'Std_ID_146', 'Std_ID_154', 'Std_ID_156', 'Std_ID_158', 'Std_ID_167', 'Std_ID_170', 'Std_ID_171', 'Std_ID_172', 'Std_ID_173', 'Std_ID_174', 'Std_ID_175', 'Std_ID_178', 'Std_ID_180', 'Std_ID_181', 'Std_ID_183', 'Std_ID_184', 'Std_ID_185', 'Std_ID_187', 'Std_ID_191', 'Std_ID_193', 'Std_ID_194', 'Std_ID_197', 'Std_ID_198', 'Std_ID_199'] + +CS106 +['Std_ID_005', 'Std_ID_008', 'Std_ID_009', 'Std_ID_010', 'Std_ID_015', 'Std_ID_018', 'Std_ID_019', 'Std_ID_020', 'Std_ID_025', 'Std_ID_026', 'Std_ID_032', 'Std_ID_033', 'Std_ID_034', 'Std_ID_037', 'Std_ID_042', 'Std_ID_043', 'Std_ID_044', 'Std_ID_047', 'Std_ID_048', 'Std_ID_052', 'Std_ID_053', 'Std_ID_056', 'Std_ID_057', 'Std_ID_058', 'Std_ID_059', 'Std_ID_062', 'Std_ID_064', 'Std_ID_067', 'Std_ID_069', 'Std_ID_070', 'Std_ID_075', 'Std_ID_076', 'Std_ID_079', 'Std_ID_080', 'Std_ID_081', 'Std_ID_083', 'Std_ID_085', 'Std_ID_089', 'Std_ID_092', 'Std_ID_093', 'Std_ID_095', 'Std_ID_096', 'Std_ID_097', 'Std_ID_102', 'Std_ID_103', 'Std_ID_106', 'Std_ID_107', 'Std_ID_108', 'Std_ID_110', 'Std_ID_116', 'Std_ID_118', 'Std_ID_121', 'Std_ID_123', 'Std_ID_124', 'Std_ID_129', 'Std_ID_130', 'Std_ID_131', 'Std_ID_133', 'Std_ID_134', 'Std_ID_137', 'Std_ID_139', 'Std_ID_141', 'Std_ID_142', 'Std_ID_143', 'Std_ID_145', 'Std_ID_147', 'Std_ID_148', 'Std_ID_149', 'Std_ID_150', 'Std_ID_151', 'Std_ID_152', 'Std_ID_154', 'Std_ID_157', 'Std_ID_158', 'Std_ID_159', 'Std_ID_160', 'Std_ID_161', 'Std_ID_162', 'Std_ID_163', 'Std_ID_164', 'Std_ID_167', 'Std_ID_168', 'Std_ID_170', 'Std_ID_172', 'Std_ID_182', 'Std_ID_185', 'Std_ID_186', 'Std_ID_187', 'Std_ID_193', 'Std_ID_194', 'Std_ID_195', 'Std_ID_196'] + +CS107 +['Std_ID_001', 'Std_ID_002', 'Std_ID_003', 'Std_ID_004', 'Std_ID_006', 'Std_ID_007', 'Std_ID_013', 'Std_ID_016', 'Std_ID_017', 'Std_ID_018', 'Std_ID_024', 'Std_ID_028', 'Std_ID_030', 'Std_ID_034', 'Std_ID_035', 'Std_ID_036', 'Std_ID_038', 'Std_ID_044', 'Std_ID_045', 'Std_ID_049', 'Std_ID_051', 'Std_ID_054', 'Std_ID_056', 'Std_ID_058', 'Std_ID_066', 'Std_ID_068', 'Std_ID_071', 'Std_ID_072', 'Std_ID_074', 'Std_ID_078', 'Std_ID_084', 'Std_ID_085', 'Std_ID_087', 'Std_ID_091', 'Std_ID_092', 'Std_ID_094', 'Std_ID_095', 'Std_ID_101', 'Std_ID_105', 'Std_ID_106', 'Std_ID_110', 'Std_ID_111', 'Std_ID_112', 'Std_ID_113', 'Std_ID_116', 'Std_ID_120', 'Std_ID_122', 'Std_ID_126', 'Std_ID_128', 'Std_ID_136', 'Std_ID_137', 'Std_ID_141', 'Std_ID_144', 'Std_ID_146', 'Std_ID_151', 'Std_ID_155', 'Std_ID_158', 'Std_ID_160', 'Std_ID_161', 'Std_ID_163', 'Std_ID_164', 'Std_ID_169', 'Std_ID_170', 'Std_ID_173', 'Std_ID_176', 'Std_ID_179', 'Std_ID_181', 'Std_ID_184', 'Std_ID_194', 'Std_ID_195', 'Std_ID_199', 'Std_ID_200'] + +CS108 +['Std_ID_001', 'Std_ID_003', 'Std_ID_004', 'Std_ID_006', 'Std_ID_008', 'Std_ID_011', 'Std_ID_012', 'Std_ID_013', 'Std_ID_018', 'Std_ID_022', 'Std_ID_023', 'Std_ID_033', 'Std_ID_034', 'Std_ID_035', 'Std_ID_040', 'Std_ID_041', 'Std_ID_043', 'Std_ID_044', 'Std_ID_045', 'Std_ID_050', 'Std_ID_052', 'Std_ID_054', 'Std_ID_057', 'Std_ID_063', 'Std_ID_065', 'Std_ID_067', 'Std_ID_069', 'Std_ID_070', 'Std_ID_073', 'Std_ID_075', 'Std_ID_078', 'Std_ID_079', 'Std_ID_080', 'Std_ID_088', 'Std_ID_091', 'Std_ID_094', 'Std_ID_096', 'Std_ID_097', 'Std_ID_098', 'Std_ID_099', 'Std_ID_100', 'Std_ID_103', 'Std_ID_109', 'Std_ID_111', 'Std_ID_112', 'Std_ID_113', 'Std_ID_116', 'Std_ID_117', 'Std_ID_119', 'Std_ID_120', 'Std_ID_121', 'Std_ID_125', 'Std_ID_126', 'Std_ID_127', 'Std_ID_130', 'Std_ID_135', 'Std_ID_139', 'Std_ID_141', 'Std_ID_144', 'Std_ID_147', 'Std_ID_149', 'Std_ID_153', 'Std_ID_159', 'Std_ID_162', 'Std_ID_168', 'Std_ID_170', 'Std_ID_171', 'Std_ID_174', 'Std_ID_177', 'Std_ID_178', 'Std_ID_180', 'Std_ID_183', 'Std_ID_186', 'Std_ID_187', 'Std_ID_189', 'Std_ID_191', 'Std_ID_192', 'Std_ID_195', 'Std_ID_197'] + +CS109 +['Std_ID_004', 'Std_ID_006', 'Std_ID_008', 'Std_ID_012', 'Std_ID_016', 'Std_ID_017', 'Std_ID_021', 'Std_ID_023', 'Std_ID_027', 'Std_ID_029', 'Std_ID_031', 'Std_ID_032', 'Std_ID_037', 'Std_ID_038', 'Std_ID_040', 'Std_ID_042', 'Std_ID_047', 'Std_ID_059', 'Std_ID_062', 'Std_ID_063', 'Std_ID_068', 'Std_ID_072', 'Std_ID_073', 'Std_ID_074', 'Std_ID_081', 'Std_ID_082', 'Std_ID_086', 'Std_ID_087', 'Std_ID_091', 'Std_ID_097', 'Std_ID_099', 'Std_ID_100', 'Std_ID_101', 'Std_ID_104', 'Std_ID_105', 'Std_ID_109', 'Std_ID_114', 'Std_ID_115', 'Std_ID_119', 'Std_ID_122', 'Std_ID_124', 'Std_ID_125', 'Std_ID_126', 'Std_ID_129', 'Std_ID_130', 'Std_ID_131', 'Std_ID_134', 'Std_ID_137', 'Std_ID_141', 'Std_ID_142', 'Std_ID_147', 'Std_ID_148', 'Std_ID_152', 'Std_ID_159', 'Std_ID_162', 'Std_ID_166', 'Std_ID_167', 'Std_ID_172', 'Std_ID_177', 'Std_ID_179', 'Std_ID_182', 'Std_ID_183', 'Std_ID_185', 'Std_ID_186', 'Std_ID_188', 'Std_ID_199'] + +CS110 +['Std_ID_002', 'Std_ID_005', 'Std_ID_007', 'Std_ID_009', 'Std_ID_010', 'Std_ID_013', 'Std_ID_014', 'Std_ID_015', 'Std_ID_017', 'Std_ID_020', 'Std_ID_021', 'Std_ID_023', 'Std_ID_027', 'Std_ID_028', 'Std_ID_033', 'Std_ID_046', 'Std_ID_048', 'Std_ID_049', 'Std_ID_050', 'Std_ID_051', 'Std_ID_053', 'Std_ID_055', 'Std_ID_057', 'Std_ID_061', 'Std_ID_063', 'Std_ID_064', 'Std_ID_068', 'Std_ID_069', 'Std_ID_071', 'Std_ID_072', 'Std_ID_077', 'Std_ID_084', 'Std_ID_089', 'Std_ID_090', 'Std_ID_099', 'Std_ID_100', 'Std_ID_102', 'Std_ID_105', 'Std_ID_108', 'Std_ID_113', 'Std_ID_114', 'Std_ID_115', 'Std_ID_117', 'Std_ID_118', 'Std_ID_125', 'Std_ID_126', 'Std_ID_127', 'Std_ID_132', 'Std_ID_138', 'Std_ID_140', 'Std_ID_143', 'Std_ID_154', 'Std_ID_155', 'Std_ID_158', 'Std_ID_165', 'Std_ID_167', 'Std_ID_171', 'Std_ID_172', 'Std_ID_173', 'Std_ID_174', 'Std_ID_176', 'Std_ID_181', 'Std_ID_187', 'Std_ID_188', 'Std_ID_189', 'Std_ID_190', 'Std_ID_191', 'Std_ID_192', 'Std_ID_195', 'Std_ID_196', 'Std_ID_198'] + +MATH101 +['Std_ID_201', 'Std_ID_202', 'Std_ID_206', 'Std_ID_207', 'Std_ID_211', 'Std_ID_214', 'Std_ID_215', 'Std_ID_216', 'Std_ID_220', 'Std_ID_221', 'Std_ID_222', 'Std_ID_224', 'Std_ID_225', 'Std_ID_226', 'Std_ID_227', 'Std_ID_228', 'Std_ID_230', 'Std_ID_233', 'Std_ID_235', 'Std_ID_236', 'Std_ID_237', 'Std_ID_240', 'Std_ID_244', 'Std_ID_248', 'Std_ID_249', 'Std_ID_251', 'Std_ID_256', 'Std_ID_258', 'Std_ID_261', 'Std_ID_262', 'Std_ID_264', 'Std_ID_266', 'Std_ID_267', 'Std_ID_271', 'Std_ID_273', 'Std_ID_275', 'Std_ID_281', 'Std_ID_284', 'Std_ID_288', 'Std_ID_289', 'Std_ID_290', 'Std_ID_293', 'Std_ID_294', 'Std_ID_296', 'Std_ID_298', 'Std_ID_302', 'Std_ID_304', 'Std_ID_305', 'Std_ID_306', 'Std_ID_307', 'Std_ID_309', 'Std_ID_311', 'Std_ID_316', 'Std_ID_317', 'Std_ID_318', 'Std_ID_321', 'Std_ID_322', 'Std_ID_323', 'Std_ID_326', 'Std_ID_327', 'Std_ID_328', 'Std_ID_330', 'Std_ID_331', 'Std_ID_332', 'Std_ID_335', 'Std_ID_337', 'Std_ID_338', 'Std_ID_339', 'Std_ID_345', 'Std_ID_346', 'Std_ID_347', 'Std_ID_349', 'Std_ID_350', 'Std_ID_351', 'Std_ID_353', 'Std_ID_355', 'Std_ID_362', 'Std_ID_363', 'Std_ID_364', 'Std_ID_366', 'Std_ID_372', 'Std_ID_374', 'Std_ID_376', 'Std_ID_377', 'Std_ID_378', 'Std_ID_382', 'Std_ID_385', 'Std_ID_387', 'Std_ID_388', 'Std_ID_389', 'Std_ID_391', 'Std_ID_392', 'Std_ID_397', 'Std_ID_398'] + +MATH102 +['Std_ID_201', 'Std_ID_202', 'Std_ID_203', 'Std_ID_204', 'Std_ID_206', 'Std_ID_209', 'Std_ID_210', 'Std_ID_211', 'Std_ID_212', 'Std_ID_214', 'Std_ID_218', 'Std_ID_219', 'Std_ID_220', 'Std_ID_223', 'Std_ID_225', 'Std_ID_228', 'Std_ID_233', 'Std_ID_234', 'Std_ID_235', 'Std_ID_236', 'Std_ID_237', 'Std_ID_238', 'Std_ID_239', 'Std_ID_240', 'Std_ID_243', 'Std_ID_245', 'Std_ID_247', 'Std_ID_248', 'Std_ID_249', 'Std_ID_255', 'Std_ID_256', 'Std_ID_257', 'Std_ID_259', 'Std_ID_261', 'Std_ID_264', 'Std_ID_265', 'Std_ID_267', 'Std_ID_272', 'Std_ID_280', 'Std_ID_281', 'Std_ID_282', 'Std_ID_284', 'Std_ID_285', 'Std_ID_288', 'Std_ID_291', 'Std_ID_292', 'Std_ID_293', 'Std_ID_296', 'Std_ID_301', 'Std_ID_303', 'Std_ID_304', 'Std_ID_305', 'Std_ID_307', 'Std_ID_309', 'Std_ID_311', 'Std_ID_315', 'Std_ID_316', 'Std_ID_318', 'Std_ID_321', 'Std_ID_323', 'Std_ID_325', 'Std_ID_326', 'Std_ID_328', 'Std_ID_329', 'Std_ID_332', 'Std_ID_333', 'Std_ID_335', 'Std_ID_336', 'Std_ID_337', 'Std_ID_338', 'Std_ID_343', 'Std_ID_345', 'Std_ID_346', 'Std_ID_347', 'Std_ID_351', 'Std_ID_354', 'Std_ID_357', 'Std_ID_359', 'Std_ID_360', 'Std_ID_361', 'Std_ID_362', 'Std_ID_365', 'Std_ID_366', 'Std_ID_367', 'Std_ID_369', 'Std_ID_370', 'Std_ID_371', 'Std_ID_373', 'Std_ID_374', 'Std_ID_375', 'Std_ID_376', 'Std_ID_382', 'Std_ID_384', 'Std_ID_385', 'Std_ID_386', 'Std_ID_387', 'Std_ID_389', 'Std_ID_391', 'Std_ID_392', 'Std_ID_395', 'Std_ID_400'] + +MATH103 +['Std_ID_204', 'Std_ID_205', 'Std_ID_209', 'Std_ID_211', 'Std_ID_212', 'Std_ID_216', 'Std_ID_218', 'Std_ID_228', 'Std_ID_230', 'Std_ID_231', 'Std_ID_233', 'Std_ID_234', 'Std_ID_235', 'Std_ID_238', 'Std_ID_242', 'Std_ID_247', 'Std_ID_253', 'Std_ID_255', 'Std_ID_259', 'Std_ID_265', 'Std_ID_267', 'Std_ID_272', 'Std_ID_274', 'Std_ID_279', 'Std_ID_285', 'Std_ID_287', 'Std_ID_288', 'Std_ID_291', 'Std_ID_293', 'Std_ID_295', 'Std_ID_299', 'Std_ID_300', 'Std_ID_303', 'Std_ID_308', 'Std_ID_312', 'Std_ID_321', 'Std_ID_324', 'Std_ID_328', 'Std_ID_330', 'Std_ID_332', 'Std_ID_333', 'Std_ID_334', 'Std_ID_336', 'Std_ID_340', 'Std_ID_341', 'Std_ID_347', 'Std_ID_350', 'Std_ID_352', 'Std_ID_353', 'Std_ID_354', 'Std_ID_356', 'Std_ID_357', 'Std_ID_361', 'Std_ID_363', 'Std_ID_367', 'Std_ID_368', 'Std_ID_370', 'Std_ID_371', 'Std_ID_374', 'Std_ID_379', 'Std_ID_380', 'Std_ID_381', 'Std_ID_383', 'Std_ID_384', 'Std_ID_389', 'Std_ID_395', 'Std_ID_398', 'Std_ID_400'] + +MATH104 +['Std_ID_203', 'Std_ID_205', 'Std_ID_208', 'Std_ID_210', 'Std_ID_212', 'Std_ID_213', 'Std_ID_215', 'Std_ID_219', 'Std_ID_221', 'Std_ID_224', 'Std_ID_226', 'Std_ID_227', 'Std_ID_231', 'Std_ID_232', 'Std_ID_234', 'Std_ID_237', 'Std_ID_242', 'Std_ID_243', 'Std_ID_244', 'Std_ID_245', 'Std_ID_246', 'Std_ID_247', 'Std_ID_249', 'Std_ID_250', 'Std_ID_251', 'Std_ID_255', 'Std_ID_260', 'Std_ID_263', 'Std_ID_264', 'Std_ID_266', 'Std_ID_269', 'Std_ID_270', 'Std_ID_271', 'Std_ID_274', 'Std_ID_276', 'Std_ID_278', 'Std_ID_279', 'Std_ID_280', 'Std_ID_281', 'Std_ID_282', 'Std_ID_283', 'Std_ID_287', 'Std_ID_288', 'Std_ID_290', 'Std_ID_296', 'Std_ID_298', 'Std_ID_299', 'Std_ID_300', 'Std_ID_301', 'Std_ID_302', 'Std_ID_305', 'Std_ID_310', 'Std_ID_316', 'Std_ID_317', 'Std_ID_320', 'Std_ID_329', 'Std_ID_330', 'Std_ID_331', 'Std_ID_333', 'Std_ID_335', 'Std_ID_336', 'Std_ID_337', 'Std_ID_340', 'Std_ID_345', 'Std_ID_346', 'Std_ID_348', 'Std_ID_349', 'Std_ID_352', 'Std_ID_354', 'Std_ID_355', 'Std_ID_356', 'Std_ID_358', 'Std_ID_361', 'Std_ID_366', 'Std_ID_367', 'Std_ID_373', 'Std_ID_375', 'Std_ID_377', 'Std_ID_378', 'Std_ID_380', 'Std_ID_381', 'Std_ID_383', 'Std_ID_386', 'Std_ID_390', 'Std_ID_393', 'Std_ID_395', 'Std_ID_396', 'Std_ID_398', 'Std_ID_399'] + +MATH105 +['Std_ID_203', 'Std_ID_207', 'Std_ID_213', 'Std_ID_217', 'Std_ID_220', 'Std_ID_232', 'Std_ID_233', 'Std_ID_239', 'Std_ID_246', 'Std_ID_252', 'Std_ID_253', 'Std_ID_254', 'Std_ID_255', 'Std_ID_260', 'Std_ID_263', 'Std_ID_268', 'Std_ID_272', 'Std_ID_275', 'Std_ID_276', 'Std_ID_277', 'Std_ID_281', 'Std_ID_286', 'Std_ID_293', 'Std_ID_308', 'Std_ID_313', 'Std_ID_314', 'Std_ID_315', 'Std_ID_316', 'Std_ID_319', 'Std_ID_320', 'Std_ID_340', 'Std_ID_342', 'Std_ID_343', 'Std_ID_344', 'Std_ID_348', 'Std_ID_350', 'Std_ID_352', 'Std_ID_358', 'Std_ID_359', 'Std_ID_364', 'Std_ID_365', 'Std_ID_381', 'Std_ID_382', 'Std_ID_383', 'Std_ID_388', 'Std_ID_390', 'Std_ID_391', 'Std_ID_397', 'Std_ID_399'] + +MATH106 +['Std_ID_201', 'Std_ID_204', 'Std_ID_208', 'Std_ID_209', 'Std_ID_211', 'Std_ID_213', 'Std_ID_215', 'Std_ID_218', 'Std_ID_224', 'Std_ID_226', 'Std_ID_227', 'Std_ID_234', 'Std_ID_236', 'Std_ID_238', 'Std_ID_241', 'Std_ID_242', 'Std_ID_243', 'Std_ID_244', 'Std_ID_245', 'Std_ID_246', 'Std_ID_249', 'Std_ID_250', 'Std_ID_251', 'Std_ID_252', 'Std_ID_256', 'Std_ID_258', 'Std_ID_259', 'Std_ID_262', 'Std_ID_263', 'Std_ID_265', 'Std_ID_266', 'Std_ID_269', 'Std_ID_270', 'Std_ID_271', 'Std_ID_273', 'Std_ID_278', 'Std_ID_283', 'Std_ID_286', 'Std_ID_294', 'Std_ID_295', 'Std_ID_297', 'Std_ID_300', 'Std_ID_306', 'Std_ID_311', 'Std_ID_313', 'Std_ID_314', 'Std_ID_317', 'Std_ID_319', 'Std_ID_320', 'Std_ID_323', 'Std_ID_324', 'Std_ID_325', 'Std_ID_329', 'Std_ID_331', 'Std_ID_332', 'Std_ID_334', 'Std_ID_337', 'Std_ID_338', 'Std_ID_340', 'Std_ID_342', 'Std_ID_343', 'Std_ID_345', 'Std_ID_347', 'Std_ID_351', 'Std_ID_354', 'Std_ID_356', 'Std_ID_357', 'Std_ID_358', 'Std_ID_363', 'Std_ID_364', 'Std_ID_365', 'Std_ID_366', 'Std_ID_368', 'Std_ID_369', 'Std_ID_370', 'Std_ID_372', 'Std_ID_373', 'Std_ID_376', 'Std_ID_379', 'Std_ID_386', 'Std_ID_389', 'Std_ID_390', 'Std_ID_392', 'Std_ID_393', 'Std_ID_394', 'Std_ID_397', 'Std_ID_399', 'Std_ID_400'] + +MATH107 +['Std_ID_201', 'Std_ID_202', 'Std_ID_204', 'Std_ID_206', 'Std_ID_213', 'Std_ID_214', 'Std_ID_217', 'Std_ID_222', 'Std_ID_223', 'Std_ID_224', 'Std_ID_225', 'Std_ID_227', 'Std_ID_229', 'Std_ID_232', 'Std_ID_238', 'Std_ID_239', 'Std_ID_240', 'Std_ID_241', 'Std_ID_248', 'Std_ID_253', 'Std_ID_254', 'Std_ID_257', 'Std_ID_261', 'Std_ID_266', 'Std_ID_268', 'Std_ID_269', 'Std_ID_274', 'Std_ID_276', 'Std_ID_277', 'Std_ID_279', 'Std_ID_282', 'Std_ID_286', 'Std_ID_290', 'Std_ID_291', 'Std_ID_292', 'Std_ID_294', 'Std_ID_297', 'Std_ID_303', 'Std_ID_305', 'Std_ID_307', 'Std_ID_323', 'Std_ID_324', 'Std_ID_326', 'Std_ID_330', 'Std_ID_339', 'Std_ID_341', 'Std_ID_342', 'Std_ID_346', 'Std_ID_348', 'Std_ID_351', 'Std_ID_355', 'Std_ID_358', 'Std_ID_359', 'Std_ID_360', 'Std_ID_361', 'Std_ID_365', 'Std_ID_369', 'Std_ID_371', 'Std_ID_372', 'Std_ID_374', 'Std_ID_375', 'Std_ID_378', 'Std_ID_380', 'Std_ID_384', 'Std_ID_386', 'Std_ID_387', 'Std_ID_393', 'Std_ID_394', 'Std_ID_396', 'Std_ID_398'] + +MATH108 +['Std_ID_206', 'Std_ID_210', 'Std_ID_212', 'Std_ID_214', 'Std_ID_217', 'Std_ID_218', 'Std_ID_222', 'Std_ID_223', 'Std_ID_229', 'Std_ID_230', 'Std_ID_245', 'Std_ID_247', 'Std_ID_250', 'Std_ID_251', 'Std_ID_252', 'Std_ID_254', 'Std_ID_256', 'Std_ID_258', 'Std_ID_260', 'Std_ID_261', 'Std_ID_262', 'Std_ID_264', 'Std_ID_265', 'Std_ID_268', 'Std_ID_269', 'Std_ID_270', 'Std_ID_271', 'Std_ID_273', 'Std_ID_274', 'Std_ID_276', 'Std_ID_277', 'Std_ID_278', 'Std_ID_280', 'Std_ID_285', 'Std_ID_287', 'Std_ID_289', 'Std_ID_290', 'Std_ID_291', 'Std_ID_292', 'Std_ID_297', 'Std_ID_298', 'Std_ID_299', 'Std_ID_301', 'Std_ID_302', 'Std_ID_304', 'Std_ID_307', 'Std_ID_310', 'Std_ID_312', 'Std_ID_313', 'Std_ID_314', 'Std_ID_315', 'Std_ID_318', 'Std_ID_319', 'Std_ID_320', 'Std_ID_321', 'Std_ID_322', 'Std_ID_325', 'Std_ID_326', 'Std_ID_327', 'Std_ID_334', 'Std_ID_339', 'Std_ID_342', 'Std_ID_343', 'Std_ID_344', 'Std_ID_348', 'Std_ID_349', 'Std_ID_352', 'Std_ID_353', 'Std_ID_357', 'Std_ID_360', 'Std_ID_362', 'Std_ID_364', 'Std_ID_367', 'Std_ID_368', 'Std_ID_371', 'Std_ID_372', 'Std_ID_373', 'Std_ID_377', 'Std_ID_378', 'Std_ID_379', 'Std_ID_380', 'Std_ID_381', 'Std_ID_382', 'Std_ID_383', 'Std_ID_384', 'Std_ID_385', 'Std_ID_387', 'Std_ID_388', 'Std_ID_390', 'Std_ID_392', 'Std_ID_393', 'Std_ID_394', 'Std_ID_399'] + +MATH109 +['Std_ID_205', 'Std_ID_207', 'Std_ID_208', 'Std_ID_209', 'Std_ID_215', 'Std_ID_216', 'Std_ID_219', 'Std_ID_221', 'Std_ID_222', 'Std_ID_225', 'Std_ID_226', 'Std_ID_229', 'Std_ID_230', 'Std_ID_231', 'Std_ID_232', 'Std_ID_235', 'Std_ID_236', 'Std_ID_241', 'Std_ID_246', 'Std_ID_253', 'Std_ID_254', 'Std_ID_257', 'Std_ID_260', 'Std_ID_267', 'Std_ID_272', 'Std_ID_273', 'Std_ID_275', 'Std_ID_277', 'Std_ID_278', 'Std_ID_282', 'Std_ID_283', 'Std_ID_284', 'Std_ID_289', 'Std_ID_294', 'Std_ID_295', 'Std_ID_296', 'Std_ID_298', 'Std_ID_306', 'Std_ID_308', 'Std_ID_309', 'Std_ID_310', 'Std_ID_312', 'Std_ID_313', 'Std_ID_314', 'Std_ID_322', 'Std_ID_327', 'Std_ID_328', 'Std_ID_334', 'Std_ID_338', 'Std_ID_339', 'Std_ID_341', 'Std_ID_344', 'Std_ID_349', 'Std_ID_350', 'Std_ID_353', 'Std_ID_362', 'Std_ID_377', 'Std_ID_385', 'Std_ID_394', 'Std_ID_395', 'Std_ID_396', 'Std_ID_397', 'Std_ID_400'] + +MATH110 +['Std_ID_202', 'Std_ID_203', 'Std_ID_205', 'Std_ID_207', 'Std_ID_208', 'Std_ID_210', 'Std_ID_216', 'Std_ID_217', 'Std_ID_219', 'Std_ID_220', 'Std_ID_221', 'Std_ID_223', 'Std_ID_228', 'Std_ID_229', 'Std_ID_231', 'Std_ID_237', 'Std_ID_239', 'Std_ID_240', 'Std_ID_241', 'Std_ID_242', 'Std_ID_243', 'Std_ID_244', 'Std_ID_248', 'Std_ID_250', 'Std_ID_252', 'Std_ID_257', 'Std_ID_258', 'Std_ID_259', 'Std_ID_262', 'Std_ID_263', 'Std_ID_268', 'Std_ID_270', 'Std_ID_275', 'Std_ID_279', 'Std_ID_280', 'Std_ID_283', 'Std_ID_284', 'Std_ID_285', 'Std_ID_286', 'Std_ID_287', 'Std_ID_289', 'Std_ID_292', 'Std_ID_295', 'Std_ID_297', 'Std_ID_299', 'Std_ID_300', 'Std_ID_301', 'Std_ID_302', 'Std_ID_303', 'Std_ID_304', 'Std_ID_306', 'Std_ID_308', 'Std_ID_309', 'Std_ID_310', 'Std_ID_311', 'Std_ID_312', 'Std_ID_315', 'Std_ID_317', 'Std_ID_318', 'Std_ID_319', 'Std_ID_322', 'Std_ID_324', 'Std_ID_325', 'Std_ID_327', 'Std_ID_329', 'Std_ID_331', 'Std_ID_333', 'Std_ID_335', 'Std_ID_336', 'Std_ID_341', 'Std_ID_344', 'Std_ID_355', 'Std_ID_356', 'Std_ID_359', 'Std_ID_360', 'Std_ID_363', 'Std_ID_368', 'Std_ID_369', 'Std_ID_370', 'Std_ID_375', 'Std_ID_376', 'Std_ID_379', 'Std_ID_388', 'Std_ID_391', 'Std_ID_396'] + +PHYS101 +['Std_ID_401', 'Std_ID_403', 'Std_ID_404', 'Std_ID_406', 'Std_ID_408', 'Std_ID_409', 'Std_ID_410', 'Std_ID_411', 'Std_ID_412', 'Std_ID_416', 'Std_ID_417', 'Std_ID_419', 'Std_ID_422', 'Std_ID_424', 'Std_ID_425', 'Std_ID_426', 'Std_ID_428', 'Std_ID_433', 'Std_ID_435', 'Std_ID_436', 'Std_ID_437', 'Std_ID_443', 'Std_ID_445', 'Std_ID_447', 'Std_ID_449', 'Std_ID_450', 'Std_ID_452', 'Std_ID_454', 'Std_ID_463', 'Std_ID_464', 'Std_ID_469', 'Std_ID_471', 'Std_ID_474', 'Std_ID_476', 'Std_ID_477', 'Std_ID_478', 'Std_ID_481', 'Std_ID_482', 'Std_ID_484', 'Std_ID_486', 'Std_ID_488', 'Std_ID_491', 'Std_ID_492', 'Std_ID_494', 'Std_ID_495', 'Std_ID_497', 'Std_ID_498', 'Std_ID_499', 'Std_ID_501', 'Std_ID_502', 'Std_ID_503', 'Std_ID_505', 'Std_ID_506', 'Std_ID_508', 'Std_ID_509', 'Std_ID_512', 'Std_ID_513', 'Std_ID_515', 'Std_ID_516', 'Std_ID_517', 'Std_ID_524', 'Std_ID_525', 'Std_ID_526', 'Std_ID_534', 'Std_ID_537', 'Std_ID_538', 'Std_ID_539', 'Std_ID_542', 'Std_ID_545', 'Std_ID_546', 'Std_ID_549', 'Std_ID_550', 'Std_ID_551', 'Std_ID_552', 'Std_ID_553', 'Std_ID_556', 'Std_ID_558', 'Std_ID_559', 'Std_ID_560', 'Std_ID_562', 'Std_ID_567', 'Std_ID_569', 'Std_ID_570', 'Std_ID_571', 'Std_ID_572', 'Std_ID_573', 'Std_ID_574', 'Std_ID_575', 'Std_ID_577', 'Std_ID_581', 'Std_ID_583', 'Std_ID_584', 'Std_ID_586', 'Std_ID_589', 'Std_ID_591', 'Std_ID_594'] + +PHYS102 +['Std_ID_401', 'Std_ID_407', 'Std_ID_408', 'Std_ID_409', 'Std_ID_415', 'Std_ID_421', 'Std_ID_425', 'Std_ID_427', 'Std_ID_431', 'Std_ID_432', 'Std_ID_433', 'Std_ID_436', 'Std_ID_439', 'Std_ID_440', 'Std_ID_441', 'Std_ID_442', 'Std_ID_447', 'Std_ID_448', 'Std_ID_449', 'Std_ID_450', 'Std_ID_453', 'Std_ID_454', 'Std_ID_455', 'Std_ID_458', 'Std_ID_461', 'Std_ID_463', 'Std_ID_464', 'Std_ID_466', 'Std_ID_467', 'Std_ID_468', 'Std_ID_469', 'Std_ID_470', 'Std_ID_471', 'Std_ID_472', 'Std_ID_473', 'Std_ID_474', 'Std_ID_478', 'Std_ID_479', 'Std_ID_480', 'Std_ID_482', 'Std_ID_483', 'Std_ID_484', 'Std_ID_486', 'Std_ID_488', 'Std_ID_491', 'Std_ID_495', 'Std_ID_496', 'Std_ID_497', 'Std_ID_498', 'Std_ID_499', 'Std_ID_502', 'Std_ID_504', 'Std_ID_505', 'Std_ID_506', 'Std_ID_509', 'Std_ID_511', 'Std_ID_515', 'Std_ID_517', 'Std_ID_518', 'Std_ID_519', 'Std_ID_522', 'Std_ID_524', 'Std_ID_525', 'Std_ID_526', 'Std_ID_530', 'Std_ID_533', 'Std_ID_534', 'Std_ID_535', 'Std_ID_537', 'Std_ID_538', 'Std_ID_540', 'Std_ID_541', 'Std_ID_542', 'Std_ID_543', 'Std_ID_546', 'Std_ID_549', 'Std_ID_550', 'Std_ID_551', 'Std_ID_554', 'Std_ID_556', 'Std_ID_558', 'Std_ID_560', 'Std_ID_566', 'Std_ID_567', 'Std_ID_569', 'Std_ID_570', 'Std_ID_571', 'Std_ID_574', 'Std_ID_575', 'Std_ID_577', 'Std_ID_582', 'Std_ID_583', 'Std_ID_584', 'Std_ID_586', 'Std_ID_588', 'Std_ID_589', 'Std_ID_590', 'Std_ID_592', 'Std_ID_594', 'Std_ID_595', 'Std_ID_597', 'Std_ID_598', 'Std_ID_600'] + +PHYS103 +['Std_ID_402', 'Std_ID_404', 'Std_ID_410', 'Std_ID_411', 'Std_ID_414', 'Std_ID_415', 'Std_ID_416', 'Std_ID_421', 'Std_ID_423', 'Std_ID_426', 'Std_ID_429', 'Std_ID_430', 'Std_ID_431', 'Std_ID_432', 'Std_ID_433', 'Std_ID_434', 'Std_ID_436', 'Std_ID_437', 'Std_ID_438', 'Std_ID_440', 'Std_ID_442', 'Std_ID_443', 'Std_ID_444', 'Std_ID_451', 'Std_ID_453', 'Std_ID_455', 'Std_ID_458', 'Std_ID_462', 'Std_ID_465', 'Std_ID_466', 'Std_ID_471', 'Std_ID_475', 'Std_ID_480', 'Std_ID_482', 'Std_ID_483', 'Std_ID_484', 'Std_ID_485', 'Std_ID_487', 'Std_ID_489', 'Std_ID_493', 'Std_ID_498', 'Std_ID_500', 'Std_ID_502', 'Std_ID_503', 'Std_ID_505', 'Std_ID_506', 'Std_ID_507', 'Std_ID_510', 'Std_ID_514', 'Std_ID_519', 'Std_ID_520', 'Std_ID_521', 'Std_ID_527', 'Std_ID_528', 'Std_ID_530', 'Std_ID_535', 'Std_ID_536', 'Std_ID_542', 'Std_ID_543', 'Std_ID_547', 'Std_ID_549', 'Std_ID_552', 'Std_ID_554', 'Std_ID_556', 'Std_ID_558', 'Std_ID_559', 'Std_ID_564', 'Std_ID_565', 'Std_ID_566', 'Std_ID_569', 'Std_ID_577', 'Std_ID_578', 'Std_ID_580', 'Std_ID_583', 'Std_ID_584', 'Std_ID_585', 'Std_ID_589', 'Std_ID_595', 'Std_ID_596', 'Std_ID_597', 'Std_ID_598', 'Std_ID_600'] + +PHYS104 +['Std_ID_402', 'Std_ID_406', 'Std_ID_407', 'Std_ID_409', 'Std_ID_410', 'Std_ID_413', 'Std_ID_418', 'Std_ID_419', 'Std_ID_420', 'Std_ID_421', 'Std_ID_429', 'Std_ID_431', 'Std_ID_432', 'Std_ID_438', 'Std_ID_442', 'Std_ID_443', 'Std_ID_444', 'Std_ID_445', 'Std_ID_447', 'Std_ID_448', 'Std_ID_451', 'Std_ID_453', 'Std_ID_454', 'Std_ID_455', 'Std_ID_460', 'Std_ID_461', 'Std_ID_462', 'Std_ID_465', 'Std_ID_469', 'Std_ID_470', 'Std_ID_473', 'Std_ID_477', 'Std_ID_479', 'Std_ID_481', 'Std_ID_482', 'Std_ID_487', 'Std_ID_492', 'Std_ID_493', 'Std_ID_494', 'Std_ID_496', 'Std_ID_497', 'Std_ID_500', 'Std_ID_501', 'Std_ID_504', 'Std_ID_505', 'Std_ID_508', 'Std_ID_511', 'Std_ID_512', 'Std_ID_513', 'Std_ID_514', 'Std_ID_517', 'Std_ID_520', 'Std_ID_521', 'Std_ID_522', 'Std_ID_523', 'Std_ID_527', 'Std_ID_532', 'Std_ID_533', 'Std_ID_534', 'Std_ID_541', 'Std_ID_545', 'Std_ID_547', 'Std_ID_548', 'Std_ID_553', 'Std_ID_557', 'Std_ID_558', 'Std_ID_562', 'Std_ID_563', 'Std_ID_564', 'Std_ID_571', 'Std_ID_572', 'Std_ID_573', 'Std_ID_576', 'Std_ID_579', 'Std_ID_580', 'Std_ID_582', 'Std_ID_587', 'Std_ID_589', 'Std_ID_590', 'Std_ID_593', 'Std_ID_594', 'Std_ID_595', 'Std_ID_597', 'Std_ID_599'] + +PHYS105 +['Std_ID_402', 'Std_ID_403', 'Std_ID_406', 'Std_ID_407', 'Std_ID_408', 'Std_ID_411', 'Std_ID_412', 'Std_ID_414', 'Std_ID_415', 'Std_ID_417', 'Std_ID_418', 'Std_ID_422', 'Std_ID_426', 'Std_ID_427', 'Std_ID_428', 'Std_ID_429', 'Std_ID_434', 'Std_ID_435', 'Std_ID_438', 'Std_ID_439', 'Std_ID_442', 'Std_ID_446', 'Std_ID_451', 'Std_ID_456', 'Std_ID_457', 'Std_ID_460', 'Std_ID_465', 'Std_ID_472', 'Std_ID_477', 'Std_ID_483', 'Std_ID_484', 'Std_ID_485', 'Std_ID_487', 'Std_ID_490', 'Std_ID_492', 'Std_ID_493', 'Std_ID_497', 'Std_ID_500', 'Std_ID_503', 'Std_ID_507', 'Std_ID_508', 'Std_ID_510', 'Std_ID_511', 'Std_ID_516', 'Std_ID_518', 'Std_ID_522', 'Std_ID_523', 'Std_ID_526', 'Std_ID_527', 'Std_ID_531', 'Std_ID_532', 'Std_ID_536', 'Std_ID_544', 'Std_ID_545', 'Std_ID_555', 'Std_ID_556', 'Std_ID_557', 'Std_ID_561', 'Std_ID_562', 'Std_ID_563', 'Std_ID_564', 'Std_ID_565', 'Std_ID_569', 'Std_ID_576', 'Std_ID_579', 'Std_ID_585', 'Std_ID_587', 'Std_ID_591', 'Std_ID_593', 'Std_ID_598', 'Std_ID_599'] + +PHYS106 +['Std_ID_403', 'Std_ID_404', 'Std_ID_405', 'Std_ID_406', 'Std_ID_420', 'Std_ID_422', 'Std_ID_424', 'Std_ID_427', 'Std_ID_434', 'Std_ID_435', 'Std_ID_438', 'Std_ID_443', 'Std_ID_444', 'Std_ID_446', 'Std_ID_450', 'Std_ID_452', 'Std_ID_454', 'Std_ID_456', 'Std_ID_457', 'Std_ID_458', 'Std_ID_459', 'Std_ID_460', 'Std_ID_461', 'Std_ID_462', 'Std_ID_465', 'Std_ID_466', 'Std_ID_472', 'Std_ID_474', 'Std_ID_477', 'Std_ID_480', 'Std_ID_481', 'Std_ID_491', 'Std_ID_493', 'Std_ID_499', 'Std_ID_502', 'Std_ID_504', 'Std_ID_510', 'Std_ID_513', 'Std_ID_514', 'Std_ID_515', 'Std_ID_516', 'Std_ID_517', 'Std_ID_519', 'Std_ID_524', 'Std_ID_526', 'Std_ID_528', 'Std_ID_530', 'Std_ID_531', 'Std_ID_532', 'Std_ID_539', 'Std_ID_544', 'Std_ID_546', 'Std_ID_547', 'Std_ID_548', 'Std_ID_551', 'Std_ID_552', 'Std_ID_554', 'Std_ID_555', 'Std_ID_557', 'Std_ID_560', 'Std_ID_561', 'Std_ID_563', 'Std_ID_564', 'Std_ID_568', 'Std_ID_572', 'Std_ID_573', 'Std_ID_575', 'Std_ID_576', 'Std_ID_578', 'Std_ID_579', 'Std_ID_580', 'Std_ID_587', 'Std_ID_592', 'Std_ID_599'] + +PHYS107 +['Std_ID_405', 'Std_ID_407', 'Std_ID_410', 'Std_ID_412', 'Std_ID_413', 'Std_ID_414', 'Std_ID_417', 'Std_ID_418', 'Std_ID_423', 'Std_ID_425', 'Std_ID_428', 'Std_ID_429', 'Std_ID_430', 'Std_ID_436', 'Std_ID_437', 'Std_ID_439', 'Std_ID_441', 'Std_ID_444', 'Std_ID_451', 'Std_ID_452', 'Std_ID_456', 'Std_ID_457', 'Std_ID_459', 'Std_ID_461', 'Std_ID_463', 'Std_ID_464', 'Std_ID_467', 'Std_ID_468', 'Std_ID_475', 'Std_ID_476', 'Std_ID_479', 'Std_ID_487', 'Std_ID_488', 'Std_ID_489', 'Std_ID_490', 'Std_ID_495', 'Std_ID_496', 'Std_ID_507', 'Std_ID_512', 'Std_ID_513', 'Std_ID_520', 'Std_ID_522', 'Std_ID_527', 'Std_ID_529', 'Std_ID_531', 'Std_ID_533', 'Std_ID_540', 'Std_ID_543', 'Std_ID_547', 'Std_ID_560', 'Std_ID_562', 'Std_ID_567', 'Std_ID_568', 'Std_ID_570', 'Std_ID_582', 'Std_ID_585', 'Std_ID_591', 'Std_ID_592', 'Std_ID_593', 'Std_ID_595', 'Std_ID_600'] + +PHYS108 +['Std_ID_401', 'Std_ID_402', 'Std_ID_403', 'Std_ID_404', 'Std_ID_405', 'Std_ID_408', 'Std_ID_415', 'Std_ID_416', 'Std_ID_418', 'Std_ID_419', 'Std_ID_420', 'Std_ID_421', 'Std_ID_422', 'Std_ID_424', 'Std_ID_426', 'Std_ID_430', 'Std_ID_434', 'Std_ID_441', 'Std_ID_445', 'Std_ID_446', 'Std_ID_448', 'Std_ID_449', 'Std_ID_450', 'Std_ID_453', 'Std_ID_455', 'Std_ID_457', 'Std_ID_458', 'Std_ID_459', 'Std_ID_460', 'Std_ID_466', 'Std_ID_467', 'Std_ID_468', 'Std_ID_469', 'Std_ID_475', 'Std_ID_480', 'Std_ID_481', 'Std_ID_485', 'Std_ID_486', 'Std_ID_489', 'Std_ID_490', 'Std_ID_491', 'Std_ID_495', 'Std_ID_496', 'Std_ID_498', 'Std_ID_499', 'Std_ID_500', 'Std_ID_501', 'Std_ID_504', 'Std_ID_506', 'Std_ID_507', 'Std_ID_508', 'Std_ID_509', 'Std_ID_511', 'Std_ID_512', 'Std_ID_514', 'Std_ID_515', 'Std_ID_516', 'Std_ID_518', 'Std_ID_520', 'Std_ID_521', 'Std_ID_523', 'Std_ID_524', 'Std_ID_525', 'Std_ID_528', 'Std_ID_529', 'Std_ID_530', 'Std_ID_531', 'Std_ID_532', 'Std_ID_533', 'Std_ID_535', 'Std_ID_536', 'Std_ID_537', 'Std_ID_539', 'Std_ID_540', 'Std_ID_542', 'Std_ID_543', 'Std_ID_544', 'Std_ID_546', 'Std_ID_551', 'Std_ID_552', 'Std_ID_555', 'Std_ID_559', 'Std_ID_561', 'Std_ID_565', 'Std_ID_567', 'Std_ID_568', 'Std_ID_570', 'Std_ID_571', 'Std_ID_575', 'Std_ID_577', 'Std_ID_580', 'Std_ID_581', 'Std_ID_582', 'Std_ID_584', 'Std_ID_586', 'Std_ID_588', 'Std_ID_594', 'Std_ID_596', 'Std_ID_600'] + +PHYS109 +['Std_ID_405', 'Std_ID_409', 'Std_ID_413', 'Std_ID_417', 'Std_ID_423', 'Std_ID_424', 'Std_ID_427', 'Std_ID_428', 'Std_ID_431', 'Std_ID_432', 'Std_ID_433', 'Std_ID_435', 'Std_ID_437', 'Std_ID_439', 'Std_ID_440', 'Std_ID_445', 'Std_ID_447', 'Std_ID_448', 'Std_ID_449', 'Std_ID_452', 'Std_ID_456', 'Std_ID_459', 'Std_ID_463', 'Std_ID_467', 'Std_ID_468', 'Std_ID_470', 'Std_ID_471', 'Std_ID_472', 'Std_ID_473', 'Std_ID_475', 'Std_ID_476', 'Std_ID_478', 'Std_ID_485', 'Std_ID_490', 'Std_ID_494', 'Std_ID_501', 'Std_ID_503', 'Std_ID_510', 'Std_ID_521', 'Std_ID_528', 'Std_ID_529', 'Std_ID_536', 'Std_ID_537', 'Std_ID_538', 'Std_ID_540', 'Std_ID_541', 'Std_ID_544', 'Std_ID_545', 'Std_ID_548', 'Std_ID_549', 'Std_ID_550', 'Std_ID_553', 'Std_ID_557', 'Std_ID_566', 'Std_ID_568', 'Std_ID_572', 'Std_ID_574', 'Std_ID_578', 'Std_ID_581', 'Std_ID_583', 'Std_ID_586', 'Std_ID_587', 'Std_ID_588', 'Std_ID_590', 'Std_ID_592', 'Std_ID_596', 'Std_ID_598', 'Std_ID_599'] + +PHYS110 +['Std_ID_401', 'Std_ID_411', 'Std_ID_412', 'Std_ID_413', 'Std_ID_414', 'Std_ID_416', 'Std_ID_419', 'Std_ID_420', 'Std_ID_423', 'Std_ID_425', 'Std_ID_430', 'Std_ID_440', 'Std_ID_441', 'Std_ID_446', 'Std_ID_462', 'Std_ID_464', 'Std_ID_470', 'Std_ID_473', 'Std_ID_474', 'Std_ID_476', 'Std_ID_478', 'Std_ID_479', 'Std_ID_483', 'Std_ID_486', 'Std_ID_488', 'Std_ID_489', 'Std_ID_492', 'Std_ID_494', 'Std_ID_509', 'Std_ID_518', 'Std_ID_519', 'Std_ID_523', 'Std_ID_525', 'Std_ID_529', 'Std_ID_534', 'Std_ID_535', 'Std_ID_538', 'Std_ID_539', 'Std_ID_541', 'Std_ID_548', 'Std_ID_550', 'Std_ID_553', 'Std_ID_554', 'Std_ID_555', 'Std_ID_559', 'Std_ID_561', 'Std_ID_563', 'Std_ID_565', 'Std_ID_566', 'Std_ID_573', 'Std_ID_574', 'Std_ID_576', 'Std_ID_578', 'Std_ID_579', 'Std_ID_581', 'Std_ID_585', 'Std_ID_588', 'Std_ID_590', 'Std_ID_591', 'Std_ID_593', 'Std_ID_596', 'Std_ID_597'] + +CHEM101 +['Std_ID_605', 'Std_ID_607', 'Std_ID_611', 'Std_ID_613', 'Std_ID_615', 'Std_ID_616', 'Std_ID_620', 'Std_ID_628', 'Std_ID_629', 'Std_ID_630', 'Std_ID_631', 'Std_ID_636', 'Std_ID_638', 'Std_ID_644', 'Std_ID_649', 'Std_ID_651', 'Std_ID_652', 'Std_ID_653', 'Std_ID_654', 'Std_ID_655', 'Std_ID_656', 'Std_ID_657', 'Std_ID_659', 'Std_ID_661', 'Std_ID_663', 'Std_ID_664', 'Std_ID_666', 'Std_ID_669', 'Std_ID_672', 'Std_ID_673', 'Std_ID_674', 'Std_ID_675', 'Std_ID_676', 'Std_ID_678', 'Std_ID_682', 'Std_ID_683', 'Std_ID_684', 'Std_ID_685', 'Std_ID_686', 'Std_ID_687', 'Std_ID_688', 'Std_ID_693', 'Std_ID_699', 'Std_ID_703', 'Std_ID_704', 'Std_ID_710', 'Std_ID_711', 'Std_ID_712', 'Std_ID_714', 'Std_ID_719', 'Std_ID_722', 'Std_ID_723', 'Std_ID_725', 'Std_ID_727', 'Std_ID_732', 'Std_ID_734', 'Std_ID_736', 'Std_ID_738', 'Std_ID_740', 'Std_ID_741', 'Std_ID_742', 'Std_ID_744', 'Std_ID_745', 'Std_ID_747', 'Std_ID_749', 'Std_ID_750', 'Std_ID_754', 'Std_ID_755', 'Std_ID_763', 'Std_ID_767', 'Std_ID_770', 'Std_ID_771', 'Std_ID_772', 'Std_ID_773', 'Std_ID_776', 'Std_ID_777', 'Std_ID_778', 'Std_ID_780', 'Std_ID_782', 'Std_ID_783', 'Std_ID_786', 'Std_ID_789', 'Std_ID_791', 'Std_ID_794', 'Std_ID_795', 'Std_ID_797', 'Std_ID_799', 'Std_ID_800'] + +CHEM102 +['Std_ID_605', 'Std_ID_607', 'Std_ID_609', 'Std_ID_613', 'Std_ID_614', 'Std_ID_617', 'Std_ID_619', 'Std_ID_620', 'Std_ID_621', 'Std_ID_622', 'Std_ID_625', 'Std_ID_627', 'Std_ID_629', 'Std_ID_631', 'Std_ID_632', 'Std_ID_633', 'Std_ID_635', 'Std_ID_637', 'Std_ID_640', 'Std_ID_648', 'Std_ID_651', 'Std_ID_652', 'Std_ID_653', 'Std_ID_655', 'Std_ID_657', 'Std_ID_660', 'Std_ID_661', 'Std_ID_663', 'Std_ID_664', 'Std_ID_665', 'Std_ID_669', 'Std_ID_672', 'Std_ID_673', 'Std_ID_675', 'Std_ID_680', 'Std_ID_682', 'Std_ID_683', 'Std_ID_684', 'Std_ID_687', 'Std_ID_690', 'Std_ID_691', 'Std_ID_693', 'Std_ID_695', 'Std_ID_697', 'Std_ID_698', 'Std_ID_699', 'Std_ID_700', 'Std_ID_703', 'Std_ID_704', 'Std_ID_706', 'Std_ID_710', 'Std_ID_711', 'Std_ID_713', 'Std_ID_714', 'Std_ID_717', 'Std_ID_718', 'Std_ID_719', 'Std_ID_721', 'Std_ID_722', 'Std_ID_723', 'Std_ID_724', 'Std_ID_725', 'Std_ID_728', 'Std_ID_729', 'Std_ID_731', 'Std_ID_732', 'Std_ID_734', 'Std_ID_740', 'Std_ID_741', 'Std_ID_742', 'Std_ID_744', 'Std_ID_749', 'Std_ID_753', 'Std_ID_754', 'Std_ID_755', 'Std_ID_757', 'Std_ID_759', 'Std_ID_761', 'Std_ID_763', 'Std_ID_766', 'Std_ID_767', 'Std_ID_769', 'Std_ID_770', 'Std_ID_771', 'Std_ID_772', 'Std_ID_777', 'Std_ID_778', 'Std_ID_780', 'Std_ID_783', 'Std_ID_784', 'Std_ID_785', 'Std_ID_791', 'Std_ID_792', 'Std_ID_794', 'Std_ID_797', 'Std_ID_799', 'Std_ID_800'] + +CHEM103 +['Std_ID_603', 'Std_ID_606', 'Std_ID_611', 'Std_ID_617', 'Std_ID_618', 'Std_ID_623', 'Std_ID_625', 'Std_ID_626', 'Std_ID_629', 'Std_ID_630', 'Std_ID_631', 'Std_ID_632', 'Std_ID_634', 'Std_ID_635', 'Std_ID_636', 'Std_ID_641', 'Std_ID_643', 'Std_ID_644', 'Std_ID_647', 'Std_ID_648', 'Std_ID_649', 'Std_ID_655', 'Std_ID_658', 'Std_ID_659', 'Std_ID_660', 'Std_ID_662', 'Std_ID_668', 'Std_ID_669', 'Std_ID_670', 'Std_ID_674', 'Std_ID_679', 'Std_ID_680', 'Std_ID_681', 'Std_ID_683', 'Std_ID_691', 'Std_ID_694', 'Std_ID_695', 'Std_ID_696', 'Std_ID_697', 'Std_ID_698', 'Std_ID_700', 'Std_ID_702', 'Std_ID_705', 'Std_ID_706', 'Std_ID_709', 'Std_ID_713', 'Std_ID_714', 'Std_ID_715', 'Std_ID_716', 'Std_ID_718', 'Std_ID_720', 'Std_ID_722', 'Std_ID_723', 'Std_ID_724', 'Std_ID_726', 'Std_ID_728', 'Std_ID_729', 'Std_ID_733', 'Std_ID_735', 'Std_ID_737', 'Std_ID_744', 'Std_ID_751', 'Std_ID_752', 'Std_ID_754', 'Std_ID_757', 'Std_ID_758', 'Std_ID_761', 'Std_ID_764', 'Std_ID_766', 'Std_ID_768', 'Std_ID_771', 'Std_ID_774', 'Std_ID_783', 'Std_ID_784', 'Std_ID_788', 'Std_ID_791', 'Std_ID_792', 'Std_ID_793', 'Std_ID_795', 'Std_ID_796'] + +CHEM104 +['Std_ID_603', 'Std_ID_604', 'Std_ID_606', 'Std_ID_607', 'Std_ID_609', 'Std_ID_610', 'Std_ID_612', 'Std_ID_613', 'Std_ID_614', 'Std_ID_615', 'Std_ID_617', 'Std_ID_618', 'Std_ID_621', 'Std_ID_622', 'Std_ID_623', 'Std_ID_626', 'Std_ID_628', 'Std_ID_629', 'Std_ID_630', 'Std_ID_633', 'Std_ID_634', 'Std_ID_635', 'Std_ID_640', 'Std_ID_641', 'Std_ID_642', 'Std_ID_643', 'Std_ID_644', 'Std_ID_645', 'Std_ID_646', 'Std_ID_650', 'Std_ID_652', 'Std_ID_653', 'Std_ID_654', 'Std_ID_662', 'Std_ID_665', 'Std_ID_669', 'Std_ID_670', 'Std_ID_671', 'Std_ID_677', 'Std_ID_680', 'Std_ID_681', 'Std_ID_682', 'Std_ID_689', 'Std_ID_691', 'Std_ID_692', 'Std_ID_694', 'Std_ID_697', 'Std_ID_700', 'Std_ID_701', 'Std_ID_702', 'Std_ID_705', 'Std_ID_715', 'Std_ID_717', 'Std_ID_726', 'Std_ID_727', 'Std_ID_728', 'Std_ID_729', 'Std_ID_730', 'Std_ID_733', 'Std_ID_735', 'Std_ID_737', 'Std_ID_738', 'Std_ID_739', 'Std_ID_743', 'Std_ID_746', 'Std_ID_748', 'Std_ID_751', 'Std_ID_752', 'Std_ID_753', 'Std_ID_754', 'Std_ID_759', 'Std_ID_760', 'Std_ID_761', 'Std_ID_762', 'Std_ID_764', 'Std_ID_765', 'Std_ID_766', 'Std_ID_767', 'Std_ID_768', 'Std_ID_773', 'Std_ID_774', 'Std_ID_775', 'Std_ID_779', 'Std_ID_782', 'Std_ID_784', 'Std_ID_785', 'Std_ID_789', 'Std_ID_790', 'Std_ID_791', 'Std_ID_792', 'Std_ID_795', 'Std_ID_796', 'Std_ID_797', 'Std_ID_798'] + +CHEM105 +['Std_ID_602', 'Std_ID_606', 'Std_ID_607', 'Std_ID_612', 'Std_ID_613', 'Std_ID_615', 'Std_ID_616', 'Std_ID_620', 'Std_ID_621', 'Std_ID_624', 'Std_ID_625', 'Std_ID_626', 'Std_ID_632', 'Std_ID_633', 'Std_ID_634', 'Std_ID_639', 'Std_ID_640', 'Std_ID_641', 'Std_ID_643', 'Std_ID_646', 'Std_ID_656', 'Std_ID_657', 'Std_ID_658', 'Std_ID_659', 'Std_ID_668', 'Std_ID_671', 'Std_ID_677', 'Std_ID_678', 'Std_ID_688', 'Std_ID_689', 'Std_ID_694', 'Std_ID_697', 'Std_ID_707', 'Std_ID_709', 'Std_ID_710', 'Std_ID_712', 'Std_ID_716', 'Std_ID_719', 'Std_ID_720', 'Std_ID_721', 'Std_ID_725', 'Std_ID_739', 'Std_ID_740', 'Std_ID_743', 'Std_ID_748', 'Std_ID_756', 'Std_ID_757', 'Std_ID_762', 'Std_ID_763', 'Std_ID_765', 'Std_ID_767', 'Std_ID_772', 'Std_ID_774', 'Std_ID_775', 'Std_ID_776', 'Std_ID_781', 'Std_ID_784', 'Std_ID_785', 'Std_ID_787', 'Std_ID_788', 'Std_ID_790', 'Std_ID_793', 'Std_ID_798'] + +CHEM106 +['Std_ID_601', 'Std_ID_602', 'Std_ID_603', 'Std_ID_604', 'Std_ID_608', 'Std_ID_609', 'Std_ID_610', 'Std_ID_611', 'Std_ID_612', 'Std_ID_614', 'Std_ID_616', 'Std_ID_617', 'Std_ID_619', 'Std_ID_621', 'Std_ID_624', 'Std_ID_626', 'Std_ID_630', 'Std_ID_634', 'Std_ID_637', 'Std_ID_638', 'Std_ID_640', 'Std_ID_642', 'Std_ID_645', 'Std_ID_647', 'Std_ID_648', 'Std_ID_652', 'Std_ID_654', 'Std_ID_656', 'Std_ID_658', 'Std_ID_659', 'Std_ID_666', 'Std_ID_670', 'Std_ID_673', 'Std_ID_674', 'Std_ID_675', 'Std_ID_678', 'Std_ID_679', 'Std_ID_684', 'Std_ID_685', 'Std_ID_690', 'Std_ID_693', 'Std_ID_696', 'Std_ID_701', 'Std_ID_703', 'Std_ID_707', 'Std_ID_708', 'Std_ID_709', 'Std_ID_718', 'Std_ID_721', 'Std_ID_723', 'Std_ID_724', 'Std_ID_727', 'Std_ID_729', 'Std_ID_730', 'Std_ID_732', 'Std_ID_739', 'Std_ID_741', 'Std_ID_745', 'Std_ID_746', 'Std_ID_751', 'Std_ID_756', 'Std_ID_759', 'Std_ID_760', 'Std_ID_761', 'Std_ID_762', 'Std_ID_763', 'Std_ID_768', 'Std_ID_769', 'Std_ID_770', 'Std_ID_775', 'Std_ID_779', 'Std_ID_780', 'Std_ID_783', 'Std_ID_785', 'Std_ID_786', 'Std_ID_790', 'Std_ID_793', 'Std_ID_797'] + +CHEM107 +['Std_ID_601', 'Std_ID_602', 'Std_ID_603', 'Std_ID_605', 'Std_ID_608', 'Std_ID_609', 'Std_ID_610', 'Std_ID_612', 'Std_ID_616', 'Std_ID_623', 'Std_ID_624', 'Std_ID_627', 'Std_ID_628', 'Std_ID_637', 'Std_ID_639', 'Std_ID_646', 'Std_ID_649', 'Std_ID_650', 'Std_ID_660', 'Std_ID_663', 'Std_ID_667', 'Std_ID_673', 'Std_ID_674', 'Std_ID_677', 'Std_ID_678', 'Std_ID_679', 'Std_ID_681', 'Std_ID_685', 'Std_ID_686', 'Std_ID_688', 'Std_ID_689', 'Std_ID_692', 'Std_ID_693', 'Std_ID_699', 'Std_ID_701', 'Std_ID_704', 'Std_ID_706', 'Std_ID_707', 'Std_ID_708', 'Std_ID_712', 'Std_ID_713', 'Std_ID_715', 'Std_ID_716', 'Std_ID_717', 'Std_ID_719', 'Std_ID_720', 'Std_ID_722', 'Std_ID_731', 'Std_ID_734', 'Std_ID_735', 'Std_ID_736', 'Std_ID_738', 'Std_ID_745', 'Std_ID_746', 'Std_ID_747', 'Std_ID_748', 'Std_ID_751', 'Std_ID_752', 'Std_ID_756', 'Std_ID_759', 'Std_ID_760', 'Std_ID_765', 'Std_ID_768', 'Std_ID_769', 'Std_ID_772', 'Std_ID_773', 'Std_ID_776', 'Std_ID_777', 'Std_ID_778', 'Std_ID_779', 'Std_ID_780', 'Std_ID_781', 'Std_ID_782', 'Std_ID_795', 'Std_ID_798', 'Std_ID_799'] + +CHEM108 +['Std_ID_601', 'Std_ID_608', 'Std_ID_619', 'Std_ID_622', 'Std_ID_624', 'Std_ID_625', 'Std_ID_627', 'Std_ID_632', 'Std_ID_635', 'Std_ID_636', 'Std_ID_638', 'Std_ID_641', 'Std_ID_643', 'Std_ID_645', 'Std_ID_651', 'Std_ID_654', 'Std_ID_656', 'Std_ID_661', 'Std_ID_662', 'Std_ID_664', 'Std_ID_666', 'Std_ID_667', 'Std_ID_668', 'Std_ID_670', 'Std_ID_671', 'Std_ID_672', 'Std_ID_676', 'Std_ID_679', 'Std_ID_688', 'Std_ID_689', 'Std_ID_690', 'Std_ID_691', 'Std_ID_692', 'Std_ID_698', 'Std_ID_700', 'Std_ID_703', 'Std_ID_704', 'Std_ID_705', 'Std_ID_708', 'Std_ID_711', 'Std_ID_712', 'Std_ID_721', 'Std_ID_726', 'Std_ID_731', 'Std_ID_736', 'Std_ID_738', 'Std_ID_743', 'Std_ID_744', 'Std_ID_747', 'Std_ID_750', 'Std_ID_753', 'Std_ID_755', 'Std_ID_756', 'Std_ID_757', 'Std_ID_758', 'Std_ID_762', 'Std_ID_764', 'Std_ID_770', 'Std_ID_778', 'Std_ID_781', 'Std_ID_787', 'Std_ID_788', 'Std_ID_792', 'Std_ID_794', 'Std_ID_796'] + +CHEM109 +['Std_ID_601', 'Std_ID_602', 'Std_ID_604', 'Std_ID_605', 'Std_ID_608', 'Std_ID_614', 'Std_ID_618', 'Std_ID_623', 'Std_ID_631', 'Std_ID_633', 'Std_ID_637', 'Std_ID_639', 'Std_ID_642', 'Std_ID_644', 'Std_ID_647', 'Std_ID_648', 'Std_ID_649', 'Std_ID_650', 'Std_ID_653', 'Std_ID_661', 'Std_ID_662', 'Std_ID_665', 'Std_ID_666', 'Std_ID_667', 'Std_ID_671', 'Std_ID_676', 'Std_ID_680', 'Std_ID_682', 'Std_ID_684', 'Std_ID_686', 'Std_ID_687', 'Std_ID_690', 'Std_ID_692', 'Std_ID_694', 'Std_ID_695', 'Std_ID_696', 'Std_ID_698', 'Std_ID_702', 'Std_ID_705', 'Std_ID_706', 'Std_ID_707', 'Std_ID_709', 'Std_ID_710', 'Std_ID_713', 'Std_ID_714', 'Std_ID_715', 'Std_ID_716', 'Std_ID_717', 'Std_ID_718', 'Std_ID_727', 'Std_ID_730', 'Std_ID_731', 'Std_ID_732', 'Std_ID_733', 'Std_ID_736', 'Std_ID_737', 'Std_ID_739', 'Std_ID_741', 'Std_ID_742', 'Std_ID_743', 'Std_ID_745', 'Std_ID_749', 'Std_ID_750', 'Std_ID_752', 'Std_ID_758', 'Std_ID_760', 'Std_ID_764', 'Std_ID_765', 'Std_ID_769', 'Std_ID_771', 'Std_ID_775', 'Std_ID_777', 'Std_ID_786', 'Std_ID_787', 'Std_ID_789', 'Std_ID_796', 'Std_ID_798', 'Std_ID_799', 'Std_ID_800'] + +CHEM110 +['Std_ID_604', 'Std_ID_606', 'Std_ID_610', 'Std_ID_611', 'Std_ID_615', 'Std_ID_618', 'Std_ID_619', 'Std_ID_620', 'Std_ID_622', 'Std_ID_627', 'Std_ID_628', 'Std_ID_636', 'Std_ID_638', 'Std_ID_639', 'Std_ID_642', 'Std_ID_645', 'Std_ID_646', 'Std_ID_647', 'Std_ID_650', 'Std_ID_651', 'Std_ID_655', 'Std_ID_657', 'Std_ID_658', 'Std_ID_660', 'Std_ID_663', 'Std_ID_664', 'Std_ID_665', 'Std_ID_667', 'Std_ID_668', 'Std_ID_672', 'Std_ID_675', 'Std_ID_676', 'Std_ID_677', 'Std_ID_681', 'Std_ID_683', 'Std_ID_685', 'Std_ID_686', 'Std_ID_687', 'Std_ID_695', 'Std_ID_696', 'Std_ID_699', 'Std_ID_701', 'Std_ID_702', 'Std_ID_708', 'Std_ID_711', 'Std_ID_720', 'Std_ID_724', 'Std_ID_725', 'Std_ID_726', 'Std_ID_728', 'Std_ID_730', 'Std_ID_733', 'Std_ID_734', 'Std_ID_735', 'Std_ID_737', 'Std_ID_740', 'Std_ID_742', 'Std_ID_746', 'Std_ID_747', 'Std_ID_748', 'Std_ID_749', 'Std_ID_750', 'Std_ID_753', 'Std_ID_755', 'Std_ID_758', 'Std_ID_766', 'Std_ID_773', 'Std_ID_774', 'Std_ID_776', 'Std_ID_779', 'Std_ID_781', 'Std_ID_782', 'Std_ID_786', 'Std_ID_787', 'Std_ID_788', 'Std_ID_789', 'Std_ID_790', 'Std_ID_793', 'Std_ID_794', 'Std_ID_800'] + +BIO101 +['Std_ID_801', 'Std_ID_804', 'Std_ID_805', 'Std_ID_806', 'Std_ID_807', 'Std_ID_809', 'Std_ID_810', 'Std_ID_811', 'Std_ID_812', 'Std_ID_816', 'Std_ID_817', 'Std_ID_822', 'Std_ID_825', 'Std_ID_835', 'Std_ID_837', 'Std_ID_839', 'Std_ID_841', 'Std_ID_842', 'Std_ID_848', 'Std_ID_849', 'Std_ID_850', 'Std_ID_851', 'Std_ID_856', 'Std_ID_857', 'Std_ID_858', 'Std_ID_859', 'Std_ID_860', 'Std_ID_862', 'Std_ID_863', 'Std_ID_867', 'Std_ID_869', 'Std_ID_871', 'Std_ID_872', 'Std_ID_873', 'Std_ID_874', 'Std_ID_877', 'Std_ID_880', 'Std_ID_885', 'Std_ID_887', 'Std_ID_888', 'Std_ID_889', 'Std_ID_890', 'Std_ID_891', 'Std_ID_896', 'Std_ID_897', 'Std_ID_903', 'Std_ID_904', 'Std_ID_906', 'Std_ID_907', 'Std_ID_908', 'Std_ID_909', 'Std_ID_911', 'Std_ID_912', 'Std_ID_913', 'Std_ID_914', 'Std_ID_918', 'Std_ID_920', 'Std_ID_921', 'Std_ID_922', 'Std_ID_923', 'Std_ID_924', 'Std_ID_925', 'Std_ID_926', 'Std_ID_931', 'Std_ID_932', 'Std_ID_934', 'Std_ID_936', 'Std_ID_938', 'Std_ID_941', 'Std_ID_942', 'Std_ID_944', 'Std_ID_946', 'Std_ID_948', 'Std_ID_949', 'Std_ID_951', 'Std_ID_954', 'Std_ID_959', 'Std_ID_960', 'Std_ID_962', 'Std_ID_963', 'Std_ID_964', 'Std_ID_969', 'Std_ID_975', 'Std_ID_976', 'Std_ID_978', 'Std_ID_979', 'Std_ID_982', 'Std_ID_983', 'Std_ID_985', 'Std_ID_990', 'Std_ID_991', 'Std_ID_993', 'Std_ID_996', 'Std_ID_998', 'Std_ID_1000'] + +BIO102 +['Std_ID_802', 'Std_ID_807', 'Std_ID_809', 'Std_ID_811', 'Std_ID_812', 'Std_ID_818', 'Std_ID_819', 'Std_ID_822', 'Std_ID_830', 'Std_ID_832', 'Std_ID_833', 'Std_ID_835', 'Std_ID_839', 'Std_ID_840', 'Std_ID_841', 'Std_ID_842', 'Std_ID_845', 'Std_ID_848', 'Std_ID_849', 'Std_ID_858', 'Std_ID_865', 'Std_ID_866', 'Std_ID_867', 'Std_ID_868', 'Std_ID_869', 'Std_ID_870', 'Std_ID_871', 'Std_ID_872', 'Std_ID_873', 'Std_ID_878', 'Std_ID_880', 'Std_ID_882', 'Std_ID_883', 'Std_ID_884', 'Std_ID_886', 'Std_ID_887', 'Std_ID_889', 'Std_ID_890', 'Std_ID_891', 'Std_ID_892', 'Std_ID_896', 'Std_ID_898', 'Std_ID_899', 'Std_ID_900', 'Std_ID_903', 'Std_ID_907', 'Std_ID_908', 'Std_ID_914', 'Std_ID_921', 'Std_ID_923', 'Std_ID_934', 'Std_ID_935', 'Std_ID_936', 'Std_ID_938', 'Std_ID_939', 'Std_ID_940', 'Std_ID_941', 'Std_ID_944', 'Std_ID_945', 'Std_ID_948', 'Std_ID_949', 'Std_ID_951', 'Std_ID_954', 'Std_ID_957', 'Std_ID_959', 'Std_ID_960', 'Std_ID_961', 'Std_ID_963', 'Std_ID_965', 'Std_ID_967', 'Std_ID_970', 'Std_ID_971', 'Std_ID_974', 'Std_ID_975', 'Std_ID_976', 'Std_ID_977', 'Std_ID_982', 'Std_ID_987', 'Std_ID_990', 'Std_ID_992', 'Std_ID_993', 'Std_ID_994', 'Std_ID_997', 'Std_ID_998', 'Std_ID_999'] + +BIO103 +['Std_ID_801', 'Std_ID_802', 'Std_ID_803', 'Std_ID_807', 'Std_ID_808', 'Std_ID_810', 'Std_ID_812', 'Std_ID_814', 'Std_ID_818', 'Std_ID_819', 'Std_ID_820', 'Std_ID_821', 'Std_ID_827', 'Std_ID_828', 'Std_ID_830', 'Std_ID_832', 'Std_ID_836', 'Std_ID_838', 'Std_ID_840', 'Std_ID_841', 'Std_ID_842', 'Std_ID_843', 'Std_ID_844', 'Std_ID_845', 'Std_ID_846', 'Std_ID_848', 'Std_ID_850', 'Std_ID_852', 'Std_ID_854', 'Std_ID_855', 'Std_ID_862', 'Std_ID_864', 'Std_ID_865', 'Std_ID_866', 'Std_ID_868', 'Std_ID_870', 'Std_ID_873', 'Std_ID_876', 'Std_ID_878', 'Std_ID_881', 'Std_ID_883', 'Std_ID_884', 'Std_ID_886', 'Std_ID_890', 'Std_ID_892', 'Std_ID_893', 'Std_ID_897', 'Std_ID_898', 'Std_ID_900', 'Std_ID_905', 'Std_ID_908', 'Std_ID_912', 'Std_ID_913', 'Std_ID_915', 'Std_ID_916', 'Std_ID_917', 'Std_ID_923', 'Std_ID_927', 'Std_ID_932', 'Std_ID_933', 'Std_ID_934', 'Std_ID_935', 'Std_ID_938', 'Std_ID_942', 'Std_ID_945', 'Std_ID_946', 'Std_ID_953', 'Std_ID_955', 'Std_ID_956', 'Std_ID_957', 'Std_ID_958', 'Std_ID_959', 'Std_ID_960', 'Std_ID_961', 'Std_ID_963', 'Std_ID_964', 'Std_ID_968', 'Std_ID_970', 'Std_ID_971', 'Std_ID_973', 'Std_ID_977', 'Std_ID_980', 'Std_ID_982', 'Std_ID_984', 'Std_ID_985', 'Std_ID_986', 'Std_ID_995', 'Std_ID_996', 'Std_ID_997'] + +BIO104 +['Std_ID_801', 'Std_ID_803', 'Std_ID_804', 'Std_ID_805', 'Std_ID_806', 'Std_ID_808', 'Std_ID_809', 'Std_ID_810', 'Std_ID_815', 'Std_ID_817', 'Std_ID_820', 'Std_ID_821', 'Std_ID_824', 'Std_ID_825', 'Std_ID_826', 'Std_ID_828', 'Std_ID_831', 'Std_ID_837', 'Std_ID_841', 'Std_ID_844', 'Std_ID_846', 'Std_ID_847', 'Std_ID_853', 'Std_ID_854', 'Std_ID_855', 'Std_ID_856', 'Std_ID_858', 'Std_ID_860', 'Std_ID_861', 'Std_ID_862', 'Std_ID_863', 'Std_ID_866', 'Std_ID_870', 'Std_ID_872', 'Std_ID_876', 'Std_ID_879', 'Std_ID_881', 'Std_ID_883', 'Std_ID_886', 'Std_ID_888', 'Std_ID_890', 'Std_ID_891', 'Std_ID_893', 'Std_ID_894', 'Std_ID_895', 'Std_ID_899', 'Std_ID_901', 'Std_ID_902', 'Std_ID_905', 'Std_ID_913', 'Std_ID_915', 'Std_ID_917', 'Std_ID_918', 'Std_ID_919', 'Std_ID_920', 'Std_ID_922', 'Std_ID_925', 'Std_ID_926', 'Std_ID_927', 'Std_ID_928', 'Std_ID_929', 'Std_ID_930', 'Std_ID_932', 'Std_ID_933', 'Std_ID_935', 'Std_ID_938', 'Std_ID_939', 'Std_ID_941', 'Std_ID_950', 'Std_ID_951', 'Std_ID_952', 'Std_ID_953', 'Std_ID_955', 'Std_ID_956', 'Std_ID_958', 'Std_ID_959', 'Std_ID_962', 'Std_ID_965', 'Std_ID_968', 'Std_ID_969', 'Std_ID_970', 'Std_ID_971', 'Std_ID_973', 'Std_ID_974', 'Std_ID_978', 'Std_ID_979', 'Std_ID_980', 'Std_ID_981', 'Std_ID_982', 'Std_ID_984', 'Std_ID_986', 'Std_ID_988', 'Std_ID_991', 'Std_ID_995', 'Std_ID_996', 'Std_ID_997'] + +BIO105 +['Std_ID_803', 'Std_ID_814', 'Std_ID_815', 'Std_ID_820', 'Std_ID_821', 'Std_ID_824', 'Std_ID_832', 'Std_ID_833', 'Std_ID_835', 'Std_ID_836', 'Std_ID_837', 'Std_ID_844', 'Std_ID_847', 'Std_ID_850', 'Std_ID_853', 'Std_ID_857', 'Std_ID_862', 'Std_ID_863', 'Std_ID_865', 'Std_ID_875', 'Std_ID_878', 'Std_ID_882', 'Std_ID_885', 'Std_ID_888', 'Std_ID_892', 'Std_ID_893', 'Std_ID_895', 'Std_ID_896', 'Std_ID_898', 'Std_ID_900', 'Std_ID_901', 'Std_ID_902', 'Std_ID_904', 'Std_ID_911', 'Std_ID_919', 'Std_ID_921', 'Std_ID_922', 'Std_ID_924', 'Std_ID_925', 'Std_ID_927', 'Std_ID_928', 'Std_ID_929', 'Std_ID_930', 'Std_ID_931', 'Std_ID_932', 'Std_ID_933', 'Std_ID_937', 'Std_ID_940', 'Std_ID_946', 'Std_ID_947', 'Std_ID_950', 'Std_ID_954', 'Std_ID_956', 'Std_ID_957', 'Std_ID_964', 'Std_ID_975', 'Std_ID_981', 'Std_ID_986', 'Std_ID_987', 'Std_ID_988', 'Std_ID_991', 'Std_ID_992'] + +BIO106 +['Std_ID_813', 'Std_ID_815', 'Std_ID_816', 'Std_ID_817', 'Std_ID_819', 'Std_ID_824', 'Std_ID_826', 'Std_ID_827', 'Std_ID_829', 'Std_ID_830', 'Std_ID_831', 'Std_ID_836', 'Std_ID_838', 'Std_ID_840', 'Std_ID_842', 'Std_ID_851', 'Std_ID_852', 'Std_ID_856', 'Std_ID_858', 'Std_ID_863', 'Std_ID_867', 'Std_ID_869', 'Std_ID_873', 'Std_ID_874', 'Std_ID_875', 'Std_ID_880', 'Std_ID_881', 'Std_ID_882', 'Std_ID_884', 'Std_ID_888', 'Std_ID_889', 'Std_ID_891', 'Std_ID_894', 'Std_ID_895', 'Std_ID_900', 'Std_ID_901', 'Std_ID_903', 'Std_ID_906', 'Std_ID_910', 'Std_ID_911', 'Std_ID_912', 'Std_ID_913', 'Std_ID_914', 'Std_ID_917', 'Std_ID_920', 'Std_ID_922', 'Std_ID_924', 'Std_ID_926', 'Std_ID_927', 'Std_ID_928', 'Std_ID_930', 'Std_ID_936', 'Std_ID_937', 'Std_ID_940', 'Std_ID_943', 'Std_ID_945', 'Std_ID_946', 'Std_ID_947', 'Std_ID_948', 'Std_ID_949', 'Std_ID_952', 'Std_ID_953', 'Std_ID_955', 'Std_ID_957', 'Std_ID_958', 'Std_ID_962', 'Std_ID_965', 'Std_ID_966', 'Std_ID_968', 'Std_ID_970', 'Std_ID_972', 'Std_ID_973', 'Std_ID_977', 'Std_ID_979', 'Std_ID_981', 'Std_ID_985', 'Std_ID_987', 'Std_ID_988', 'Std_ID_989', 'Std_ID_990', 'Std_ID_992', 'Std_ID_993', 'Std_ID_994', 'Std_ID_995', 'Std_ID_998', 'Std_ID_999'] + +BIO107 +['Std_ID_802', 'Std_ID_805', 'Std_ID_806', 'Std_ID_808', 'Std_ID_811', 'Std_ID_813', 'Std_ID_814', 'Std_ID_815', 'Std_ID_816', 'Std_ID_818', 'Std_ID_821', 'Std_ID_823', 'Std_ID_825', 'Std_ID_827', 'Std_ID_829', 'Std_ID_831', 'Std_ID_833', 'Std_ID_834', 'Std_ID_837', 'Std_ID_838', 'Std_ID_845', 'Std_ID_846', 'Std_ID_850', 'Std_ID_853', 'Std_ID_854', 'Std_ID_855', 'Std_ID_859', 'Std_ID_860', 'Std_ID_861', 'Std_ID_871', 'Std_ID_874', 'Std_ID_876', 'Std_ID_877', 'Std_ID_878', 'Std_ID_879', 'Std_ID_880', 'Std_ID_882', 'Std_ID_884', 'Std_ID_885', 'Std_ID_895', 'Std_ID_897', 'Std_ID_902', 'Std_ID_904', 'Std_ID_906', 'Std_ID_909', 'Std_ID_910', 'Std_ID_911', 'Std_ID_914', 'Std_ID_915', 'Std_ID_916', 'Std_ID_919', 'Std_ID_923', 'Std_ID_929', 'Std_ID_931', 'Std_ID_933', 'Std_ID_943', 'Std_ID_947', 'Std_ID_948', 'Std_ID_949', 'Std_ID_966', 'Std_ID_967', 'Std_ID_969', 'Std_ID_975', 'Std_ID_978', 'Std_ID_985', 'Std_ID_988', 'Std_ID_989', 'Std_ID_999', 'Std_ID_1000'] + +BIO108 +['Std_ID_804', 'Std_ID_805', 'Std_ID_808', 'Std_ID_811', 'Std_ID_813', 'Std_ID_814', 'Std_ID_816', 'Std_ID_822', 'Std_ID_823', 'Std_ID_826', 'Std_ID_828', 'Std_ID_829', 'Std_ID_834', 'Std_ID_835', 'Std_ID_839', 'Std_ID_843', 'Std_ID_845', 'Std_ID_846', 'Std_ID_851', 'Std_ID_852', 'Std_ID_854', 'Std_ID_855', 'Std_ID_861', 'Std_ID_864', 'Std_ID_865', 'Std_ID_866', 'Std_ID_867', 'Std_ID_868', 'Std_ID_871', 'Std_ID_874', 'Std_ID_879', 'Std_ID_881', 'Std_ID_883', 'Std_ID_885', 'Std_ID_886', 'Std_ID_887', 'Std_ID_889', 'Std_ID_898', 'Std_ID_899', 'Std_ID_901', 'Std_ID_905', 'Std_ID_907', 'Std_ID_918', 'Std_ID_919', 'Std_ID_921', 'Std_ID_924', 'Std_ID_925', 'Std_ID_926', 'Std_ID_928', 'Std_ID_929', 'Std_ID_934', 'Std_ID_935', 'Std_ID_939', 'Std_ID_940', 'Std_ID_942', 'Std_ID_943', 'Std_ID_945', 'Std_ID_950', 'Std_ID_952', 'Std_ID_953', 'Std_ID_955', 'Std_ID_958', 'Std_ID_960', 'Std_ID_966', 'Std_ID_967', 'Std_ID_969', 'Std_ID_972', 'Std_ID_974', 'Std_ID_976', 'Std_ID_977', 'Std_ID_978', 'Std_ID_980', 'Std_ID_983', 'Std_ID_984', 'Std_ID_986', 'Std_ID_987', 'Std_ID_989', 'Std_ID_990', 'Std_ID_991', 'Std_ID_993', 'Std_ID_994', 'Std_ID_998', 'Std_ID_999', 'Std_ID_1000'] + +BIO109 +['Std_ID_803', 'Std_ID_807', 'Std_ID_812', 'Std_ID_818', 'Std_ID_819', 'Std_ID_820', 'Std_ID_822', 'Std_ID_823', 'Std_ID_825', 'Std_ID_827', 'Std_ID_828', 'Std_ID_831', 'Std_ID_834', 'Std_ID_836', 'Std_ID_839', 'Std_ID_843', 'Std_ID_847', 'Std_ID_849', 'Std_ID_852', 'Std_ID_857', 'Std_ID_859', 'Std_ID_864', 'Std_ID_869', 'Std_ID_875', 'Std_ID_877', 'Std_ID_894', 'Std_ID_899', 'Std_ID_903', 'Std_ID_904', 'Std_ID_906', 'Std_ID_907', 'Std_ID_909', 'Std_ID_910', 'Std_ID_912', 'Std_ID_916', 'Std_ID_918', 'Std_ID_920', 'Std_ID_931', 'Std_ID_937', 'Std_ID_939', 'Std_ID_941', 'Std_ID_942', 'Std_ID_944', 'Std_ID_950', 'Std_ID_952', 'Std_ID_954', 'Std_ID_961', 'Std_ID_963', 'Std_ID_968', 'Std_ID_972', 'Std_ID_973', 'Std_ID_974', 'Std_ID_979', 'Std_ID_981', 'Std_ID_983', 'Std_ID_989', 'Std_ID_992', 'Std_ID_995'] + +BIO110 +['Std_ID_801', 'Std_ID_802', 'Std_ID_804', 'Std_ID_806', 'Std_ID_809', 'Std_ID_810', 'Std_ID_813', 'Std_ID_817', 'Std_ID_823', 'Std_ID_824', 'Std_ID_826', 'Std_ID_829', 'Std_ID_830', 'Std_ID_832', 'Std_ID_833', 'Std_ID_834', 'Std_ID_838', 'Std_ID_840', 'Std_ID_843', 'Std_ID_844', 'Std_ID_847', 'Std_ID_848', 'Std_ID_849', 'Std_ID_851', 'Std_ID_853', 'Std_ID_856', 'Std_ID_857', 'Std_ID_859', 'Std_ID_860', 'Std_ID_861', 'Std_ID_864', 'Std_ID_868', 'Std_ID_870', 'Std_ID_872', 'Std_ID_875', 'Std_ID_876', 'Std_ID_877', 'Std_ID_879', 'Std_ID_887', 'Std_ID_892', 'Std_ID_893', 'Std_ID_894', 'Std_ID_896', 'Std_ID_897', 'Std_ID_902', 'Std_ID_905', 'Std_ID_908', 'Std_ID_909', 'Std_ID_910', 'Std_ID_915', 'Std_ID_916', 'Std_ID_917', 'Std_ID_930', 'Std_ID_936', 'Std_ID_937', 'Std_ID_943', 'Std_ID_944', 'Std_ID_947', 'Std_ID_951', 'Std_ID_956', 'Std_ID_961', 'Std_ID_962', 'Std_ID_964', 'Std_ID_965', 'Std_ID_966', 'Std_ID_967', 'Std_ID_971', 'Std_ID_972', 'Std_ID_976', 'Std_ID_980', 'Std_ID_983', 'Std_ID_984', 'Std_ID_994', 'Std_ID_996', 'Std_ID_997', 'Std_ID_1000'] \ No newline at end of file diff --git a/sample_data/hard_set_5/.placeholder b/sample_data/hard_set_5/.placeholder new file mode 100644 index 0000000..e69de29 diff --git a/sample_data/hard_set_5/attendance.csv b/sample_data/hard_set_5/attendance.csv new file mode 100644 index 0000000..c33dfd6 --- /dev/null +++ b/sample_data/hard_set_5/attendance.csv @@ -0,0 +1,45 @@ +ART202 +['S351', 'S352', 'S353', 'S354', 'S355', 'S356', 'S357', 'S358', 'S359', 'S360', 'S361', 'S362', 'S363', 'S364', 'S365', 'S366', 'S367', 'S368', 'S369', 'S370', 'S371', 'S372', 'S373', 'S374', 'S375', 'S376', 'S377', 'S378', 'S379', 'S380', 'S381', 'S382', 'S383', 'S384', 'S385', 'S386', 'S387', 'S388', 'S389', 'S390', 'S391', 'S392', 'S393', 'S394', 'S395', 'S396', 'S397', 'S398', 'S399', 'S400', 'S401', 'S402', 'S403', 'S404', 'S405', 'S406', 'S407', 'S408', 'S409', 'S410', 'S411', 'S412', 'S413', 'S414', 'S415', 'S416', 'S417', 'S418', 'S419', 'S420', 'S421', 'S422', 'S423', 'S424', 'S425', 'S426', 'S427', 'S428', 'S429', 'S430'] + +BIO202 +['S201', 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'S125', 'S126', 'S127', 'S128', 'S129', 'S130', 'S131', 'S132', 'S133', 'S134', 'S135', 'S136', 'S137', 'S138', 'S139', 'S140', 'S141', 'S142', 'S143', 'S144', 'S145', 'S146', 'S147', 'S148', 'S149', 'S150', 'S151', 'S152', 'S153', 'S154', 'S155', 'S156', 'S157', 'S158', 'S159', 'S160', 'S161', 'S162', 'S163', 'S164', 'S165', 'S166', 'S167', 'S168', 'S169', 'S170', 'S171', 'S172', 'S173', 'S174', 'S175', 'S176', 'S177', 'S178', 'S179', 'S180', 'S181', 'S182', 'S183', 'S184', 'S185', 'S186', 'S187', 'S188', 'S189', 'S190', 'S191', 'S192', 'S193', 'S194', 'S195', 'S196', 'S197', 'S198', 'S199', 'S200'] + +CSE101 +['S001', 'S002', 'S003', 'S004', 'S005', 'S006', 'S007', 'S008', 'S009', 'S010', 'S011', 'S012', 'S013', 'S014', 'S015', 'S016', 'S017', 'S018', 'S019', 'S020', 'S021', 'S022', 'S023', 'S024', 'S025', 'S026', 'S027', 'S028', 'S029', 'S030', 'S031', 'S032', 'S033', 'S034', 'S035', 'S036', 'S037', 'S038', 'S039', 'S040', 'S041', 'S042', 'S043', 'S044', 'S045', 'S046', 'S047', 'S048', 'S049', 'S050', 'S051', 'S052', 'S053', 'S054', 'S055', 'S056', 'S057', 'S058', 'S059', 'S060', 'S061', 'S062', 'S063', 'S064', 'S065', 'S066', 'S067', 'S068', 'S069', 'S070', 'S071', 'S072', 'S073', 'S074', 'S075', 'S076', 'S077', 'S078', 'S079', 'S080', 'S081', 'S082', 'S083', 'S084', 'S085', 'S086', 'S087', 'S088', 'S089', 'S090', 'S091', 'S092', 'S093', 'S094', 'S095', 'S096', 'S097', 'S098', 'S099', 'S100', 'S101', 'S102', 'S103', 'S104', 'S105', 'S106', 'S107', 'S108', 'S109', 'S110', 'S111', 'S112', 'S113', 'S114', 'S115', 'S116', 'S117', 'S118', 'S119', 'S120', 'S121', 'S122', 'S123', 'S124', 'S125', 'S126', 'S127', 'S128', 'S129', 'S130', 'S131', 'S132', 'S133', 'S134', 'S135', 'S136', 'S137', 'S138', 'S139', 'S140', 'S141', 'S142', 'S143', 'S144', 'S145', 'S146', 'S147', 'S148', 'S149', 'S150', 'S151', 'S152', 'S153', 'S154', 'S155', 'S156', 'S157', 'S158', 'S159', 'S160', 'S161', 'S162', 'S163', 'S164', 'S165', 'S166', 'S167', 'S168', 'S169', 'S170', 'S171', 'S172', 'S173', 'S174', 'S175', 'S176', 'S177', 'S178', 'S179', 'S180', 'S181', 'S182', 'S183', 'S184', 'S185', 'S186', 'S187', 'S188', 'S189', 'S190', 'S191', 'S192', 'S193', 'S194', 'S195', 'S196', 'S197', 'S198', 'S199', 'S200'] + +ECO210 +['S001', 'S002', 'S003', 'S004', 'S005', 'S006', 'S007', 'S008', 'S009', 'S010', 'S011', 'S012', 'S013', 'S014', 'S015', 'S016', 'S017', 'S018', 'S019', 'S020', 'S021', 'S022', 'S023', 'S024', 'S025', 'S026', 'S027', 'S028', 'S029', 'S030', 'S031', 'S032', 'S033', 'S034', 'S035', 'S036', 'S037', 'S038', 'S039', 'S040', 'S041', 'S042', 'S043', 'S044', 'S045', 'S046', 'S047', 'S048', 'S049', 'S050', 'S051', 'S052', 'S053', 'S054', 'S055', 'S056', 'S057', 'S058', 'S059', 'S060', 'S061', 'S062', 'S063', 'S064', 'S065', 'S066', 'S067', 'S068', 'S069', 'S070', 'S071', 'S072', 'S073', 'S074', 'S075', 'S076', 'S077', 'S078', 'S079', 'S080', 'S081', 'S082', 'S083', 'S084', 'S085', 'S086', 'S087', 'S088', 'S089', 'S090', 'S091', 'S092', 'S093', 'S094', 'S095', 'S096', 'S097', 'S098', 'S099', 'S100', 'S101', 'S102', 'S103', 'S104', 'S105', 'S106', 'S107', 'S108', 'S109', 'S110', 'S111', 'S112', 'S113', 'S114', 'S115', 'S116', 'S117', 'S118', 'S119', 'S120'] + +EE401 +['S201', 'S202', 'S203', 'S204', 'S205', 'S206', 'S207', 'S208', 'S209', 'S210', 'S211', 'S212', 'S213', 'S214', 'S215', 'S216', 'S217', 'S218', 'S219', 'S220', 'S221', 'S222', 'S223', 'S224', 'S225', 'S226', 'S227', 'S228', 'S229', 'S230', 'S231', 'S232', 'S233', 'S234', 'S235', 'S236', 'S237', 'S238', 'S239', 'S240', 'S241', 'S242', 'S243', 'S244', 'S245', 'S246', 'S247', 'S248', 'S249', 'S250', 'S251', 'S252', 'S253', 'S254', 'S255', 'S256', 'S257', 'S258', 'S259', 'S260', 'S261', 'S262', 'S263', 'S264', 'S265', 'S266', 'S267', 'S268', 'S269', 'S270'] + +ENG101 +['S201', 'S202', 'S203', 'S204', 'S205', 'S206', 'S207', 'S208', 'S209', 'S210', 'S211', 'S212', 'S213', 'S214', 'S215', 'S216', 'S217', 'S218', 'S219', 'S220', 'S221', 'S222', 'S223', 'S224', 'S225', 'S226', 'S227', 'S228', 'S229', 'S230', 'S231', 'S232', 'S233', 'S234', 'S235', 'S236', 'S237', 'S238', 'S239', 'S240', 'S241', 'S242', 'S243', 'S244', 'S245', 'S246', 'S247', 'S248', 'S249', 'S250', 'S251', 'S252', 'S253', 'S254', 'S255', 'S256', 'S257', 'S258', 'S259', 'S260', 'S261', 'S262', 'S263', 'S264', 'S265', 'S266', 'S267', 'S268', 'S269', 'S270', 'S271', 'S272', 'S273', 'S274', 'S275', 'S276', 'S277', 'S278', 'S279', 'S280', 'S281', 'S282', 'S283', 'S284', 'S285', 'S286', 'S287', 'S288', 'S289', 'S290', 'S291', 'S292', 'S293', 'S294', 'S295', 'S296', 'S297', 'S298', 'S299', 'S300', 'S301', 'S302', 'S303', 'S304', 'S305', 'S306', 'S307', 'S308', 'S309', 'S310', 'S311', 'S312', 'S313', 'S314', 'S315', 'S316', 'S317', 'S318', 'S319', 'S320', 'S321', 'S322', 'S323', 'S324', 'S325', 'S326', 'S327', 'S328', 'S329', 'S330', 'S331', 'S332', 'S333', 'S334', 'S335', 'S336', 'S337', 'S338', 'S339', 'S340', 'S341', 'S342', 'S343', 'S344', 'S345', 'S346', 'S347', 'S348', 'S349', 'S350'] + +GEO101 +['S401', 'S402', 'S403', 'S404', 'S405', 'S406', 'S407', 'S408', 'S409', 'S410', 'S411', 'S412', 'S413', 'S414', 'S415', 'S416', 'S417', 'S418', 'S419', 'S420', 'S421', 'S422', 'S423', 'S424', 'S425', 'S426', 'S427', 'S428', 'S429', 'S430', 'S431', 'S432', 'S433', 'S434', 'S435', 'S436', 'S437', 'S438', 'S439', 'S440', 'S441', 'S442', 'S443', 'S444', 'S445', 'S446', 'S447', 'S448', 'S449', 'S450', 'S451', 'S452', 'S453', 'S454', 'S455', 'S456', 'S457', 'S458', 'S459', 'S460', 'S461', 'S462', 'S463', 'S464', 'S465', 'S466', 'S467', 'S468', 'S469', 'S470', 'S471', 'S472', 'S473', 'S474', 'S475', 'S476', 'S477', 'S478', 'S479', 'S480', 'S481', 'S482', 'S483', 'S484', 'S485', 'S486', 'S487', 'S488', 'S489', 'S490', 'S491', 'S492', 'S493', 'S494', 'S495', 'S496', 'S497', 'S498', 'S499', 'S500'] + +HIS105 +['S301', 'S302', 'S303', 'S304', 'S305', 'S306', 'S307', 'S308', 'S309', 'S310', 'S311', 'S312', 'S313', 'S314', 'S315', 'S316', 'S317', 'S318', 'S319', 'S320', 'S321', 'S322', 'S323', 'S324', 'S325', 'S326', 'S327', 'S328', 'S329', 'S330', 'S331', 'S332', 'S333', 'S334', 'S335', 'S336', 'S337', 'S338', 'S339', 'S340', 'S341', 'S342', 'S343', 'S344', 'S345', 'S346', 'S347', 'S348', 'S349', 'S350', 'S351', 'S352', 'S353', 'S354', 'S355', 'S356', 'S357', 'S358', 'S359', 'S360', 'S361', 'S362', 'S363', 'S364', 'S365', 'S366', 'S367', 'S368', 'S369', 'S370', 'S371', 'S372', 'S373', 'S374', 'S375', 'S376', 'S377', 'S378', 'S379', 'S380'] + +MAT202 +['S201', 'S202', 'S203', 'S204', 'S205', 'S206', 'S207', 'S208', 'S209', 'S210', 'S211', 'S212', 'S213', 'S214', 'S215', 'S216', 'S217', 'S218', 'S219', 'S220', 'S221', 'S222', 'S223', 'S224', 'S225', 'S226', 'S227', 'S228', 'S229', 'S230', 'S231', 'S232', 'S233', 'S234', 'S235', 'S236', 'S237', 'S238', 'S239', 'S240', 'S241', 'S242', 'S243', 'S244', 'S245', 'S246', 'S247', 'S248', 'S249', 'S250', 'S251', 'S252', 'S253', 'S254', 'S255', 'S256', 'S257', 'S258', 'S259', 'S260', 'S261', 'S262', 'S263', 'S264', 'S265', 'S266', 'S267', 'S268', 'S269', 'S270', 'S271', 'S272', 'S273', 'S274', 'S275', 'S276', 'S277', 'S278', 'S279', 'S280', 'S281', 'S282', 'S283', 'S284', 'S285', 'S286', 'S287', 'S288', 'S289', 'S290', 'S291', 'S292', 'S293', 'S294', 'S295'] + +MUS303 +['S401', 'S402', 'S403', 'S404', 'S405', 'S406', 'S407', 'S408', 'S409', 'S410', 'S411', 'S412', 'S413', 'S414', 'S415', 'S416', 'S417', 'S418', 'S419', 'S420', 'S421', 'S422', 'S423', 'S424', 'S425', 'S426', 'S427', 'S428', 'S429', 'S430', 'S431', 'S432', 'S433', 'S434', 'S435', 'S436', 'S437', 'S438', 'S439', 'S440', 'S441', 'S442', 'S443', 'S444', 'S445', 'S446', 'S447', 'S448', 'S449', 'S450', 'S451', 'S452', 'S453', 'S454', 'S455', 'S456', 'S457', 'S458', 'S459', 'S460', 'S461', 'S462', 'S463', 'S464', 'S465', 'S466', 'S467', 'S468', 'S469', 'S470', 'S471', 'S472', 'S473', 'S474', 'S475', 'S476', 'S477', 'S478', 'S479', 'S480'] + +PHI401 +['S301', 'S302', 'S303', 'S304', 'S305', 'S306', 'S307', 'S308', 'S309', 'S310', 'S311', 'S312', 'S313', 'S314', 'S315', 'S316', 'S317', 'S318', 'S319', 'S320', 'S321', 'S322', 'S323', 'S324', 'S325', 'S326', 'S327', 'S328', 'S329', 'S330', 'S331', 'S332', 'S333', 'S334', 'S335', 'S336', 'S337', 'S338', 'S339', 'S340', 'S341', 'S342', 'S343', 'S344', 'S345', 'S346', 'S347', 'S348', 'S349', 'S350', 'S351', 'S352', 'S353', 'S354', 'S355', 'S356', 'S357', 'S358', 'S359', 'S360', 'S361', 'S362', 'S363', 'S364', 'S365', 'S366', 'S367', 'S368', 'S369', 'S370', 'S371', 'S372', 'S373', 'S374', 'S375', 'S376', 'S377', 'S378', 'S379', 'S380', 'S381', 'S382', 'S383', 'S384', 'S385', 'S386', 'S387', 'S388', 'S389', 'S390', 'S391', 'S392', 'S393', 'S394', 'S395', 'S396', 'S397', 'S398', 'S399', 'S400'] + +PHY301 +['S001', 'S002', 'S003', 'S004', 'S005', 'S006', 'S007', 'S008', 'S009', 'S010', 'S011', 'S012', 'S013', 'S014', 'S015', 'S016', 'S017', 'S018', 'S019', 'S020', 'S021', 'S022', 'S023', 'S024', 'S025', 'S026', 'S027', 'S028', 'S029', 'S030', 'S031', 'S032', 'S033', 'S034', 'S035', 'S036', 'S037', 'S038', 'S039', 'S040', 'S041', 'S042', 'S043', 'S044', 'S045', 'S046', 'S047', 'S048', 'S049', 'S050', 'S051', 'S052', 'S053', 'S054', 'S055', 'S056', 'S057', 'S058', 'S059', 'S060', 'S061', 'S062', 'S063', 'S064', 'S065', 'S066', 'S067', 'S068', 'S069', 'S070', 'S071', 'S072', 'S073', 'S074', 'S075', 'S076', 'S077', 'S078', 'S079', 'S080', 'S081', 'S082', 'S083', 'S084', 'S085', 'S086', 'S087', 'S088', 'S089', 'S090', 'S091', 'S092', 'S093', 'S094', 'S095', 'S096', 'S097', 'S098', 'S099', 'S100', 'S101', 'S102', 'S103', 'S104', 'S105', 'S106', 'S107', 'S108', 'S109', 'S110', 'S111', 'S112', 'S113', 'S114', 'S115', 'S116', 'S117', 'S118', 'S119', 'S120', 'S121', 'S122', 'S123', 'S124', 'S125', 'S126', 'S127', 'S128', 'S129', 'S130', 'S131', 'S132', 'S133', 'S134', 'S135', 'S136', 'S137', 'S138', 'S139', 'S140', 'S141', 'S142', 'S143', 'S144', 'S145', 'S146', 'S147', 'S148', 'S149', 'S150'] + +PSY401 +['S401', 'S402', 'S403', 'S404', 'S405', 'S406', 'S407', 'S408', 'S409', 'S410', 'S411', 'S412', 'S413', 'S414', 'S415', 'S416', 'S417', 'S418', 'S419', 'S420', 'S421', 'S422', 'S423', 'S424', 'S425', 'S426', 'S427', 'S428', 'S429', 'S430', 'S431', 'S432', 'S433', 'S434', 'S435', 'S436', 'S437', 'S438', 'S439', 'S440', 'S441', 'S442', 'S443', 'S444', 'S445', 'S446', 'S447', 'S448', 'S449', 'S450', 'S451', 'S452', 'S453', 'S454', 'S455', 'S456', 'S457', 'S458', 'S459', 'S460', 'S461', 'S462', 'S463', 'S464', 'S465', 'S466', 'S467', 'S468', 'S469', 'S470', 'S471', 'S472', 'S473', 'S474', 'S475', 'S476', 'S477', 'S478', 'S479', 'S480', 'S481', 'S482', 'S483', 'S484', 'S485', 'S486', 'S487', 'S488', 'S489', 'S490', 'S491', 'S492', 'S493', 'S494', 'S495', 'S496', 'S497', 'S498', 'S499', 'S500'] + +SOC101 +['S001', 'S002', 'S003', 'S004', 'S005', 'S006', 'S007', 'S008', 'S009', 'S010', 'S011', 'S012', 'S013', 'S014', 'S015', 'S016', 'S017', 'S018', 'S019', 'S020', 'S021', 'S022', 'S023', 'S024', 'S025', 'S026', 'S027', 'S028', 'S029', 'S030', 'S031', 'S032', 'S033', 'S034', 'S035', 'S036', 'S037', 'S038', 'S039', 'S040', 'S041', 'S042', 'S043', 'S044', 'S045', 'S046', 'S047', 'S048', 'S049', 'S050', 'S051', 'S052', 'S053', 'S054', 'S055', 'S056', 'S057', 'S058', 'S059', 'S060', 'S061', 'S062', 'S063', 'S064', 'S065', 'S066', 'S067', 'S068', 'S069', 'S070', 'S071', 'S072', 'S073', 'S074', 'S075', 'S076', 'S077', 'S078', 'S079', 'S080', 'S081', 'S082', 'S083', 'S084', 'S085', 'S086', 'S087', 'S088', 'S089', 'S090', 'S091', 'S092', 'S093', 'S094', 'S095', 'S096', 'S097', 'S098', 'S099', 'S100'] + diff --git a/sample_data/hard_set_5/classrooms.csv b/sample_data/hard_set_5/classrooms.csv new file mode 100644 index 0000000..fc09e85 --- /dev/null +++ b/sample_data/hard_set_5/classrooms.csv @@ -0,0 +1,13 @@ +ALL OF THE CLASSROOMS; AND THEIR CAPACITIES IN THE SYSTEM +R1;190 +R10;180 +R2;170 +R3;160 +R4;150 +R5;180 +R6;190 +R7;170 +R8;180 +R9;155 +R10;175 +R11;164 diff --git a/sample_data/hard_set_5/courses.csv b/sample_data/hard_set_5/courses.csv new file mode 100644 index 0000000..975a6b9 --- /dev/null +++ b/sample_data/hard_set_5/courses.csv @@ -0,0 +1,16 @@ +ALL OF THE COURSES IN THE SYSTEM +ART202 +BIO202 +CHE301 +CSE101 +ECO210 +EE401 +ENG101 +GEO101 +HIS105 +MAT202 +MUS303 +PHI401 +PHY301 +PSY401 +SOC101 diff --git a/sample_data/hard_set_5/students.csv b/sample_data/hard_set_5/students.csv new file mode 100644 index 0000000..407d898 --- /dev/null +++ b/sample_data/hard_set_5/students.csv @@ -0,0 +1,501 @@ +ALL OF THE STUDENTS IN THE SYSTEM +S001 +S002 +S003 +S004 +S005 +S006 +S007 +S008 +S009 +S010 +S011 +S012 +S013 +S014 +S015 +S016 +S017 +S018 +S019 +S020 +S021 +S022 +S023 +S024 +S025 +S026 +S027 +S028 +S029 +S030 +S031 +S032 +S033 +S034 +S035 +S036 +S037 +S038 +S039 +S040 +S041 +S042 +S043 +S044 +S045 +S046 +S047 +S048 +S049 +S050 +S051 +S052 +S053 +S054 +S055 +S056 +S057 +S058 +S059 +S060 +S061 +S062 +S063 +S064 +S065 +S066 +S067 +S068 +S069 +S070 +S071 +S072 +S073 +S074 +S075 +S076 +S077 +S078 +S079 +S080 +S081 +S082 +S083 +S084 +S085 +S086 +S087 +S088 +S089 +S090 +S091 +S092 +S093 +S094 +S095 +S096 +S097 +S098 +S099 +S100 +S101 +S102 +S103 +S104 +S105 +S106 +S107 +S108 +S109 +S110 +S111 +S112 +S113 +S114 +S115 +S116 +S117 +S118 +S119 +S120 +S121 +S122 +S123 +S124 +S125 +S126 +S127 +S128 +S129 +S130 +S131 +S132 +S133 +S134 +S135 +S136 +S137 +S138 +S139 +S140 +S141 +S142 +S143 +S144 +S145 +S146 +S147 +S148 +S149 +S150 +S151 +S152 +S153 +S154 +S155 +S156 +S157 +S158 +S159 +S160 +S161 +S162 +S163 +S164 +S165 +S166 +S167 +S168 +S169 +S170 +S171 +S172 +S173 +S174 +S175 +S176 +S177 +S178 +S179 +S180 +S181 +S182 +S183 +S184 +S185 +S186 +S187 +S188 +S189 +S190 +S191 +S192 +S193 +S194 +S195 +S196 +S197 +S198 +S199 +S200 +S201 +S202 +S203 +S204 +S205 +S206 +S207 +S208 +S209 +S210 +S211 +S212 +S213 +S214 +S215 +S216 +S217 +S218 +S219 +S220 +S221 +S222 +S223 +S224 +S225 +S226 +S227 +S228 +S229 +S230 +S231 +S232 +S233 +S234 +S235 +S236 +S237 +S238 +S239 +S240 +S241 +S242 +S243 +S244 +S245 +S246 +S247 +S248 +S249 +S250 +S251 +S252 +S253 +S254 +S255 +S256 +S257 +S258 +S259 +S260 +S261 +S262 +S263 +S264 +S265 +S266 +S267 +S268 +S269 +S270 +S271 +S272 +S273 +S274 +S275 +S276 +S277 +S278 +S279 +S280 +S281 +S282 +S283 +S284 +S285 +S286 +S287 +S288 +S289 +S290 +S291 +S292 +S293 +S294 +S295 +S296 +S297 +S298 +S299 +S300 +S301 +S302 +S303 +S304 +S305 +S306 +S307 +S308 +S309 +S310 +S311 +S312 +S313 +S314 +S315 +S316 +S317 +S318 +S319 +S320 +S321 +S322 +S323 +S324 +S325 +S326 +S327 +S328 +S329 +S330 +S331 +S332 +S333 +S334 +S335 +S336 +S337 +S338 +S339 +S340 +S341 +S342 +S343 +S344 +S345 +S346 +S347 +S348 +S349 +S350 +S351 +S352 +S353 +S354 +S355 +S356 +S357 +S358 +S359 +S360 +S361 +S362 +S363 +S364 +S365 +S366 +S367 +S368 +S369 +S370 +S371 +S372 +S373 +S374 +S375 +S376 +S377 +S378 +S379 +S380 +S381 +S382 +S383 +S384 +S385 +S386 +S387 +S388 +S389 +S390 +S391 +S392 +S393 +S394 +S395 +S396 +S397 +S398 +S399 +S400 +S401 +S402 +S403 +S404 +S405 +S406 +S407 +S408 +S409 +S410 +S411 +S412 +S413 +S414 +S415 +S416 +S417 +S418 +S419 +S420 +S421 +S422 +S423 +S424 +S425 +S426 +S427 +S428 +S429 +S430 +S431 +S432 +S433 +S434 +S435 +S436 +S437 +S438 +S439 +S440 +S441 +S442 +S443 +S444 +S445 +S446 +S447 +S448 +S449 +S450 +S451 +S452 +S453 +S454 +S455 +S456 +S457 +S458 +S459 +S460 +S461 +S462 +S463 +S464 +S465 +S466 +S467 +S468 +S469 +S470 +S471 +S472 +S473 +S474 +S475 +S476 +S477 +S478 +S479 +S480 +S481 +S482 +S483 +S484 +S485 +S486 +S487 +S488 +S489 +S490 +S491 +S492 +S493 +S494 +S495 +S496 +S497 +S498 +S499 +S500 diff --git a/sample_data/impossible_set_4/.placeholder b/sample_data/impossible_set_4/.placeholder new file mode 100644 index 0000000..e69de29 diff --git a/sample_data/impossible_set_4/set4_attendance.csv b/sample_data/impossible_set_4/set4_attendance.csv new file mode 100644 index 0000000..1b4cc80 --- /dev/null +++ b/sample_data/impossible_set_4/set4_attendance.csv @@ -0,0 +1,8 @@ +BIO620 +['S4_001', 'S4_002', 'S4_003', 'S4_004', 'S4_005', 'S4_006', 'S4_007', 'S4_008', 'S4_009', 'S4_010', 'S4_011', 'S4_012', 'S4_013', 'S4_014', 'S4_015', 'S4_016', 'S4_017', 'S4_018', 'S4_019', 'S4_020', 'S4_021', 'S4_022', 'S4_023', 'S4_024', 'S4_025', 'S4_026', 'S4_027', 'S4_028', 'S4_029', 'S4_030', 'S4_031', 'S4_032', 'S4_033', 'S4_034', 'S4_035', 'S4_036', 'S4_037', 'S3_038', 'S4_039', 'S4_040', 'S4_041', 'S4_042', 'S4_043', 'S4_044', 'S4_045', 'S4_046', 'S4_047', 'S4_048', 'S4_049', 'S4_050'] + +CHEM630 +['S4_051', 'S4_052', 'S4_053', 'S4_054', 'S4_055', 'S4_056', 'S4_057', 'S4_058', 'S4_059', 'S4_060', 'S4_061', 'S4_062', 'S4_063', 'S4_064', 'S4_065'] + +NEURO701 +['S4_066', 'S4_067', 'S4_068', 'S4_069', 'S4_070', 'S4_071', 'S4_072', 'S4_073', 'S4_074', 'S4_075', 'S4_076', 'S4_077', 'S4_078', 'S4_079', 'S4_080', 'S4_081', 'S4_082', 'S4_083', 'S4_084', 'S4_085'] diff --git a/sample_data/impossible_set_4/set4_classrooms.csv b/sample_data/impossible_set_4/set4_classrooms.csv new file mode 100644 index 0000000..99175d7 --- /dev/null +++ b/sample_data/impossible_set_4/set4_classrooms.csv @@ -0,0 +1,3 @@ +ALL OF THE CLASSROOMS; AND THEIR CAPACITIES IN THE SYSTEM +LAB-A;15 +LAB-B;20 diff --git a/sample_data/impossible_set_4/set4_courses.csv b/sample_data/impossible_set_4/set4_courses.csv new file mode 100644 index 0000000..b05faa2 --- /dev/null +++ b/sample_data/impossible_set_4/set4_courses.csv @@ -0,0 +1,4 @@ +ALL OF THE COURSES IN THE SYSTEM +BIO620 +CHEM630 +NEURO701 diff --git a/sample_data/impossible_set_4/set4_students.csv b/sample_data/impossible_set_4/set4_students.csv new file mode 100644 index 0000000..d876cdb --- /dev/null +++ b/sample_data/impossible_set_4/set4_students.csv @@ -0,0 +1,101 @@ +ALL OF THE STUDENTS IN THE SYSTEM +S4_001 +S4_002 +S4_003 +S4_004 +S4_005 +S4_006 +S4_007 +S4_008 +S4_009 +S4_010 +S4_011 +S4_012 +S4_013 +S4_014 +S4_015 +S4_016 +S4_017 +S4_018 +S4_019 +S4_020 +S4_021 +S4_022 +S4_023 +S4_024 +S4_025 +S4_026 +S4_027 +S4_028 +S4_029 +S4_030 +S4_031 +S4_032 +S4_033 +S4_034 +S4_035 +S4_036 +S4_037 +S4_038 +S4_039 +S4_040 +S4_041 +S4_042 +S4_043 +S4_044 +S4_045 +S4_046 +S4_047 +S4_048 +S4_049 +S4_050 +S4_051 +S4_052 +S4_053 +S4_054 +S4_055 +S4_056 +S4_057 +S4_058 +S4_059 +S4_060 +S4_061 +S4_062 +S4_063 +S4_064 +S4_065 +S4_066 +S4_067 +S4_068 +S4_069 +S4_070 +S4_071 +S4_072 +S4_073 +S4_074 +S4_075 +S4_076 +S4_077 +S4_078 +S4_079 +S4_080 +S4_081 +S4_082 +S4_083 +S4_084 +S4_085 +S4_086 +S4_087 +S4_088 +S4_089 +S4_090 +S4_091 +S4_092 +S4_093 +S4_094 +S4_095 +S4_096 +S4_097 +S4_098 +S4_099 +S4_100 diff --git a/sample_data/splitexample_set_3/.placeholder b/sample_data/splitexample_set_3/.placeholder new file mode 100644 index 0000000..e69de29 diff --git a/sample_data/splitexample_set_3/set3_attendance.csv b/sample_data/splitexample_set_3/set3_attendance.csv new file mode 100644 index 0000000..76999cf --- /dev/null +++ b/sample_data/splitexample_set_3/set3_attendance.csv @@ -0,0 +1,17 @@ +ARCH501 +['S3_001', 'S3_002', 'S3_003', 'S3_004', 'S3_005', 'S3_006', 'S3_007', 'S3_008', 'S3_009', 'S3_010', 'S3_011', 'S3_012', 'S3_013', 'S3_014', 'S3_015', 'S3_016', 'S3_017', 'S3_018', 'S3_019', 'S3_020', 'S3_021', 'S3_022', 'S3_023', 'S3_024', 'S3_025', 'S3_026', 'S3_027', 'S3_028', 'S3_029', 'S3_030', 'S3_031', 'S3_032', 'S3_033', 'S3_034', 'S3_035', 'S3_036', 'S3_037', 'S3_038', 'S3_039', 'S3_040', 'S3_041', 'S3_042', 'S3_043', 'S3_044', 'S3_045', 'S3_046', 'S3_047', 'S3_048', 'S3_049', 'S3_050', 'S3_051', 'S3_052', 'S3_053', 'S3_054', 'S3_055', 'S3_056', 'S3_057', 'S3_058', 'S3_059', 'S3_060', 'S3_061', 'S3_062', 'S3_063', 'S3_064', 'S3_065', 'S3_066', 'S3_067', 'S3_068', 'S3_069', 'S3_070', 'S3_071', 'S3_072', 'S3_073', 'S3_074', 'S3_075', 'S3_076', 'S3_077', 'S3_078', 'S3_079', 'S3_080', 'S3_081', 'S3_082', 'S3_083', 'S3_084', 'S3_085', 'S3_086', 'S3_087', 'S3_088', 'S3_089', 'S3_090', 'S3_091', 'S3_092', 'S3_093', 'S3_094', 'S3_095', 'S3_096', 'S3_097', 'S3_098', 'S3_099', 'S3_100', 'S3_101', 'S3_102', 'S3_103', 'S3_104', 'S3_105', 'S3_106', 'S3_107', 'S3_108', 'S3_109', 'S3_110', 'S3_111', 'S3_112', 'S3_113', 'S3_114', 'S3_115', 'S3_116', 'S3_117', 'S3_118', 'S3_119', 'S3_120'] + +ARCH512 +['S3_121', 'S3_122', 'S3_123', 'S3_124', 'S3_125', 'S3_126', 'S3_127', 'S3_128', 'S3_129', 'S3_130', 'S3_131', 'S3_132', 'S3_133', 'S3_134', 'S3_135', 'S3_136', 'S3_137', 'S3_138', 'S3_139', 'S3_140', 'S3_141', 'S3_142', 'S3_143', 'S3_144', 'S3_145', 'S3_146', 'S3_147', 'S3_148', 'S3_149', 'S3_150', 'S3_151', 'S3_152', 'S3_153', 'S3_154', 'S3_155', 'S3_156', 'S3_157', 'S3_158', 'S3_159', 'S3_160', 'S3_161', 'S3_162', 'S3_163', 'S3_164', 'S3_165'] + +URP301 +['S3_001', 'S3_002', 'S3_003', 'S3_004', 'S3_005', 'S3_011', 'S3_012', 'S3_013', 'S3_014', 'S3_015', 'S3_021', 'S3_022', 'S3_023', 'S3_024', 'S3_025', 'S3_166', 'S3_167', 'S3_168', 'S3_169', 'S3_170', 'S3_171', 'S3_172', 'S3_173', 'S3_174', 'S3_175', 'S3_176', 'S3_177', 'S3_178', 'S3_179', 'S3_180', 'S3_031', 'S3_032', 'S3_033', 'S3_034', 'S3_035', 'S3_041', 'S3_042', 'S3_043', 'S3_044', 'S3_045', 'S3_051', 'S3_052', 'S3_053', 'S3_054', 'S3_055', 'S3_061', 'S3_062', 'S3_063', 'S3_064', 'S3_065', 'S3_071', 'S3_072', 'S3_073', 'S3_074', 'S3_075', 'S3_081', 'S3_082', 'S3_083', 'S3_084', 'S3_085', 'S3_091', 'S3_092', 'S3_093', 'S3_094', 'S3_095', 'S3_101', 'S3_102', 'S3_103', 'S3_104', 'S3_105'] + +IND411 +['S3_156', 'S3_157', 'S3_158', 'S3_159', 'S3_160', 'S3_161', 'S3_162', 'S3_163', 'S3_164', 'S3_165', 'S3_166', 'S3_167', 'S3_168', 'S3_169', 'S3_170', 'S3_171', 'S3_172', 'S3_173', 'S3_174', 'S3_175', 'S3_176', 'S3_177', 'S3_178', 'S3_179', 'S3_180'] + +ART101 +['S3_001', 'S3_002', 'S3_003', 'S3_004', 'S3_005', 'S3_006', 'S3_007', 'S3_008', 'S3_009', 'S3_010', 'S3_011', 'S3_012', 'S3_013', 'S3_014', 'S3_015', 'S3_016', 'S3_017', 'S3_018', 'S3_019', 'S3_020', 'S3_021', 'S3_022', 'S3_023', 'S3_024', 'S3_025', 'S3_026', 'S3_027', 'S3_028', 'S3_029', 'S3_030', 'S3_031', 'S3_032', 'S3_033', 'S3_034', 'S3_035', 'S3_036', 'S3_037', 'S3_038', 'S3_039', 'S3_040', 'S3_041', 'S3_042', 'S3_043', 'S3_044', 'S3_045', 'S3_046', 'S3_047', 'S3_048', 'S3_049', 'S3_050', 'S3_131', 'S3_132', 'S3_133', 'S3_134', 'S3_135', 'S3_136', 'S3_137', 'S3_138', 'S3_139', 'S3_140', 'S3_141', 'S3_142', 'S3_143', 'S3_144', 'S3_145', 'S3_146', 'S3_147', 'S3_148', 'S3_149', 'S3_150', 'S3_151', 'S3_152', 'S3_153', 'S3_154', 'S3_155', 'S3_156', 'S3_157', 'S3_158', 'S3_159', 'S3_160', 'S3_161', 'S3_162', 'S3_163', 'S3_164', 'S3_165', 'S3_166', 'S3_167', 'S3_168', 'S3_169', 'S3_170', 'S3_171', 'S3_172', 'S3_173', 'S3_174', 'S3_175', 'S3_176', 'S3_177', 'S3_178', 'S3_179', 'S3_180'] + +ART102 +['S3_051', 'S3_052', 'S3_053', 'S3_054', 'S3_055', 'S3_056', 'S3_057', 'S3_058', 'S3_059', 'S3_060', 'S3_061', 'S3_062', 'S3_063', 'S3_064', 'S3_065', 'S3_066', 'S3_067', 'S3_068', 'S3_069', 'S3_070'] diff --git a/sample_data/splitexample_set_3/set3_classrooms.csv b/sample_data/splitexample_set_3/set3_classrooms.csv new file mode 100644 index 0000000..72706d1 --- /dev/null +++ b/sample_data/splitexample_set_3/set3_classrooms.csv @@ -0,0 +1,6 @@ +ALL OF THE CLASSROOMS; AND THEIR CAPACITIES IN THE SYSTEM +F-A01;20 +F-A02;25 +F-B01;30 +F-B02;30 +F-C01;50 diff --git a/sample_data/splitexample_set_3/set3_courses.csv b/sample_data/splitexample_set_3/set3_courses.csv new file mode 100644 index 0000000..951424d --- /dev/null +++ b/sample_data/splitexample_set_3/set3_courses.csv @@ -0,0 +1,7 @@ +ALL OF THE COURSES IN THE SYSTEM +ARCH501 +ARCH512 +URP301 +IND411 +ART101 +ART102 diff --git a/sample_data/splitexample_set_3/set3_students.csv b/sample_data/splitexample_set_3/set3_students.csv new file mode 100644 index 0000000..a462162 --- /dev/null +++ b/sample_data/splitexample_set_3/set3_students.csv @@ -0,0 +1,181 @@ +ALL OF THE STUDENTS IN THE SYSTEM +S3_001 +S3_002 +S3_003 +S3_004 +S3_005 +S3_006 +S3_007 +S3_008 +S3_009 +S3_010 +S3_011 +S3_012 +S3_013 +S3_014 +S3_015 +S3_016 +S3_017 +S3_018 +S3_019 +S3_020 +S3_021 +S3_022 +S3_023 +S3_024 +S3_025 +S3_026 +S3_027 +S3_028 +S3_029 +S3_030 +S3_031 +S3_032 +S3_033 +S3_034 +S3_035 +S3_036 +S3_037 +S3_038 +S3_039 +S3_040 +S3_041 +S3_042 +S3_043 +S3_044 +S3_045 +S3_046 +S3_047 +S3_048 +S3_049 +S3_050 +S3_051 +S3_052 +S3_053 +S3_054 +S3_055 +S3_056 +S3_057 +S3_058 +S3_059 +S3_060 +S3_061 +S3_062 +S3_063 +S3_064 +S3_065 +S3_066 +S3_067 +S3_068 +S3_069 +S3_070 +S3_071 +S3_072 +S3_073 +S3_074 +S3_075 +S3_076 +S3_077 +S3_078 +S3_079 +S3_080 +S3_081 +S3_082 +S3_083 +S3_084 +S3_085 +S3_086 +S3_087 +S3_088 +S3_089 +S3_090 +S3_091 +S3_092 +S3_093 +S3_094 +S3_095 +S3_096 +S3_097 +S3_098 +S3_099 +S3_100 +S3_101 +S3_102 +S3_103 +S3_104 +S3_105 +S3_106 +S3_107 +S3_108 +S3_109 +S3_110 +S3_111 +S3_112 +S3_113 +S3_114 +S3_115 +S3_116 +S3_117 +S3_118 +S3_119 +S3_120 +S3_121 +S3_122 +S3_123 +S3_124 +S3_125 +S3_126 +S3_127 +S3_128 +S3_129 +S3_130 +S3_131 +S3_132 +S3_133 +S3_134 +S3_135 +S3_136 +S3_137 +S3_138 +S3_139 +S3_140 +S3_141 +S3_142 +S3_143 +S3_144 +S3_145 +S3_146 +S3_147 +S3_148 +S3_149 +S3_150 +S3_151 +S3_152 +S3_153 +S3_154 +S3_155 +S3_156 +S3_157 +S3_158 +S3_159 +S3_160 +S3_161 +S3_162 +S3_163 +S3_164 +S3_165 +S3_166 +S3_167 +S3_168 +S3_169 +S3_170 +S3_171 +S3_172 +S3_173 +S3_174 +S3_175 +S3_176 +S3_177 +S3_178 +S3_179 +S3_180 diff --git a/sample_data/test_set_1/.placeholder b/sample_data/test_set_1/.placeholder new file mode 100644 index 0000000..e69de29 diff --git a/sample_data/test_set_1/set1_attendance.csv b/sample_data/test_set_1/set1_attendance.csv new file mode 100644 index 0000000..2866da7 --- /dev/null +++ b/sample_data/test_set_1/set1_attendance.csv @@ -0,0 +1,14 @@ +CS101 +['S001', 'S002', 'S003', 'S004', 'S005', 'S006', 'S007', 'S008', 'S009', 'S010', 'S011', 'S012', 'S013', 'S014', 'S015', 'S016', 'S017', 'S018', 'S019', 'S020', 'S021', 'S022', 'S023', 'S024', 'S025', 'S026', 'S027', 'S028', 'S029', 'S030', 'S031', 'S032', 'S033', 'S034', 'S035', 'S036', 'S037', 'S038', 'S039', 'S040', 'S041', 'S042', 'S043', 'S044', 'S045', 'S046', 'S047', 'S048', 'S049', 'S050'] + +MAT201 +['S051', 'S052', 'S053', 'S054', 'S055', 'S056', 'S057', 'S058', 'S059', 'S060', 'S061', 'S062', 'S063', 'S064', 'S065', 'S066', 'S067', 'S068', 'S069', 'S070', 'S071', 'S072', 'S073', 'S074', 'S075', 'S076', 'S077', 'S078', 'S079', 'S080', 'S081', 'S082', 'S083', 'S084', 'S085', 'S086', 'S087', 'S088', 'S089', 'S090'] + +PHY101 +['S001', 'S002', 'S003', 'S004', 'S005', 'S006', 'S007', 'S008', 'S009', 'S010', 'S011', 'S012', 'S013', 'S014', 'S015', 'S016', 'S017', 'S018', 'S019', 'S020', 'S091', 'S092', 'S093', 'S094', 'S095', 'S096', 'S097', 'S098', 'S099', 'S100', 'S101', 'S102', 'S103', 'S104', 'S105', 'S106', 'S107', 'S108', 'S109', 'S110', 'S111', 'S112', 'S113', 'S114', 'S115', 'S116', 'S117', 'S118', 'S119', 'S120', 'S121', 'S122', 'S123', 'S124', 'S125', 'S126', 'S127', 'S128', 'S129', 'S130', 'S131', 'S132', 'S133', 'S134', 'S135', 'S136', 'S137', 'S138', 'S139', 'S140', 'S141', 'S142', 'S143', 'S144', 'S145', 'S146', 'S147', 'S148', 'S149', 'S150'] + +ENG101 +['S021', 'S022', 'S023', 'S024', 'S025', 'S026', 'S027', 'S028', 'S029', 'S030', 'S031', 'S032', 'S033', 'S034', 'S035', 'S036', 'S037', 'S038', 'S039', 'S040', 'S041', 'S042', 'S043', 'S044', 'S045', 'S046', 'S047', 'S048', 'S049', 'S050', 'S051', 'S052', 'S053', 'S054', 'S055', 'S056', 'S057', 'S058', 'S059', 'S060', 'S061', 'S062', 'S063', 'S064', 'S065', 'S066', 'S067', 'S068', 'S069', 'S070', 'S071', 'S072', 'S073', 'S074', 'S075', 'S076', 'S077', 'S078', 'S079', 'S080', 'S081', 'S082', 'S083', 'S084', 'S085', 'S086', 'S087', 'S088', 'S089', 'S090', 'S091', 'S092', 'S093', 'S094', 'S095', 'S096', 'S097', 'S098', 'S099', 'S100', 'S101', 'S102', 'S103', 'S104', 'S105', 'S106', 'S107', 'S108', 'S109', 'S110'] + +HIS202 +['S121', 'S122', 'S123', 'S124', 'S125', 'S126', 'S127', 'S128', 'S129', 'S130', 'S131', 'S132', 'S133', 'S134', 'S135', 'S136', 'S137', 'S138', 'S139', 'S140', 'S141', 'S142', 'S143', 'S144', 'S145', 'S146', 'S147', 'S148', 'S149', 'S150'] diff --git a/sample_data/test_set_1/set1_classrooms.csv b/sample_data/test_set_1/set1_classrooms.csv new file mode 100644 index 0000000..dd61f18 --- /dev/null +++ b/sample_data/test_set_1/set1_classrooms.csv @@ -0,0 +1,4 @@ +ALL OF THE CLASSROOMS; AND THEIR CAPACITIES IN THE SYSTEM +C101;50 +C102;50 +C103;100 diff --git a/sample_data/test_set_1/set1_courses.csv b/sample_data/test_set_1/set1_courses.csv new file mode 100644 index 0000000..533b703 --- /dev/null +++ b/sample_data/test_set_1/set1_courses.csv @@ -0,0 +1,6 @@ +ALL OF THE COURSES IN THE SYSTEM +CS101 +MAT201 +PHY101 +ENG101 +HIS202 diff --git a/sample_data/test_set_1/set1_students.csv b/sample_data/test_set_1/set1_students.csv new file mode 100644 index 0000000..f12fd37 --- /dev/null +++ b/sample_data/test_set_1/set1_students.csv @@ -0,0 +1,151 @@ +ALL OF THE STUDENTS IN THE SYSTEM +S001 +S002 +S003 +S004 +S005 +S006 +S007 +S008 +S009 +S010 +S011 +S012 +S013 +S014 +S015 +S016 +S017 +S018 +S019 +S020 +S021 +S022 +S023 +S024 +S025 +S026 +S027 +S028 +S029 +S030 +S031 +S032 +S033 +S034 +S035 +S036 +S037 +S038 +S039 +S040 +S041 +S042 +S043 +S044 +S045 +S046 +S047 +S048 +S049 +S050 +S051 +S052 +S053 +S054 +S055 +S056 +S057 +S058 +S059 +S060 +S061 +S062 +S063 +S064 +S065 +S066 +S067 +S068 +S069 +S070 +S071 +S072 +S073 +S074 +S075 +S076 +S077 +S078 +S079 +S080 +S081 +S082 +S083 +S084 +S085 +S086 +S087 +S088 +S089 +S090 +S091 +S092 +S093 +S094 +S095 +S096 +S097 +S098 +S099 +S100 +S101 +S102 +S103 +S104 +S105 +S106 +S107 +S108 +S109 +S110 +S111 +S112 +S113 +S114 +S115 +S116 +S117 +S118 +S119 +S120 +S121 +S122 +S123 +S124 +S125 +S126 +S127 +S128 +S129 +S130 +S131 +S132 +S133 +S134 +S135 +S136 +S137 +S138 +S139 +S140 +S141 +S142 +S143 +S144 +S145 +S146 +S147 +S148 +S149 +S150 diff --git a/sample_data/test_set_2/.placeholder b/sample_data/test_set_2/.placeholder new file mode 100644 index 0000000..e69de29 diff --git a/sample_data/test_set_2/set2_attendance.csv b/sample_data/test_set_2/set2_attendance.csv new file mode 100644 index 0000000..34d1ac3 --- /dev/null +++ b/sample_data/test_set_2/set2_attendance.csv @@ -0,0 +1,11 @@ +EE301 +['S2_001', 'S2_002', 'S2_003', 'S2_004', 'S2_005', 'S2_006', 'S2_007', 'S2_008', 'S2_009', 'S2_010', 'S2_011', 'S2_012', 'S2_013', 'S2_014', 'S2_015', 'S2_016', 'S2_017', 'S2_018', 'S2_019', 'S2_020', 'S2_021', 'S2_022', 'S2_023', 'S2_024', 'S2_025', 'S2_026', 'S2_027', 'S2_028', 'S2_029', 'S2_030', 'S2_031', 'S2_032', 'S2_033', 'S2_034', 'S2_035', 'S2_036', 'S2_037', 'S2_038', 'S2_039', 'S2_040', 'S2_041', 'S2_042', 'S2_043', 'S2_044', 'S2_045', 'S2_046', 'S2_047', 'S2_048', 'S2_049', 'S2_050', 'S2_051', 'S2_052', 'S2_053', 'S2_054', 'S2_055', 'S2_056', 'S2_057', 'S2_058', 'S2_059', 'S2_060', 'S2_061', 'S2_062', 'S2_063', 'S2_064', 'S2_065', 'S2_066', 'S2_067', 'S2_068', 'S2_069', 'S2_070', 'S2_071', 'S2_072', 'S2_073', 'S2_074', 'S2_075'] + +EE302 +['S2_076', 'S2_077', 'S2_078', 'S2_079', 'S2_080', 'S2_081', 'S2_082', 'S2_083', 'S2_084', 'S2_085', 'S2_086', 'S2_087', 'S2_088', 'S2_089', 'S2_090', 'S2_091', 'S2_092', 'S2_093', 'S2_094', 'S2_095', 'S2_096', 'S2_097', 'S2_098', 'S2_099', 'S2_100', 'S2_101', 'S2_102', 'S2_103', 'S2_104', 'S2_105', 'S2_106', 'S2_107', 'S2_108', 'S2_109', 'S2_110', 'S2_111', 'S2_112', 'S2_113', 'S2_114', 'S2_115', 'S2_116', 'S2_117', 'S2_118', 'S2_119', 'S2_120', 'S2_121', 'S2_122', 'S2_123', 'S2_124', 'S2_125', 'S2_126', 'S2_127', 'S2_128', 'S2_129', 'S2_130'] + +IE450 +['S2_101', 'S2_102', 'S2_103', 'S2_104', 'S2_105', 'S2_106', 'S2_107', 'S2_108', 'S2_109', 'S2_110', 'S2_111', 'S2_112', 'S2_113', 'S2_114', 'S2_115', 'S2_116', 'S2_117', 'S2_118', 'S2_119', 'S2_120', 'S2_121', 'S2_122', 'S2_123', 'S2_124', 'S2_125', 'S2_126', 'S2_127', 'S2_128', 'S2_129', 'S2_130', 'S2_131', 'S2_132', 'S2_133', 'S2_134', 'S2_135', 'S2_136', 'S2_137', 'S2_138', 'S2_139', 'S2_140', 'S2_141', 'S2_142', 'S2_143', 'S2_144', 'S2_145', 'S2_146', 'S2_147', 'S2_148', 'S2_149', 'S2_150', 'S2_151', 'S2_152', 'S2_153', 'S2_154', 'S2_155', 'S2_156', 'S2_157', 'S2_158', 'S2_159', 'S2_160', 'S2_161', 'S2_162', 'S2_163', 'S2_164', 'S2_165', 'S2_166', 'S2_167', 'S2_168', 'S2_169', 'S2_170', 'S2_171', 'S2_172', 'S2_173', 'S2_174', 'S2_175', 'S2_176', 'S2_177', 'S2_178', 'S2_179', 'S2_180', 'S2_181', 'S2_182', 'S2_183', 'S2_184', 'S2_185', 'S2_186', 'S2_187', 'S2_188', 'S2_189', 'S2_190', 'S2_191', 'S2_192', 'S2_193', 'S2_194', 'S2_195'] + +CE212 +['S2_161', 'S2_162', 'S2_163', 'S2_164', 'S2_165', 'S2_166', 'S2_167', 'S2_168', 'S2_169', 'S2_170', 'S2_171', 'S2_172', 'S2_173', 'S2_174', 'S2_175', 'S2_176', 'S2_177', 'S2_178', 'S2_179', 'S2_180', 'S2_181', 'S2_182', 'S2_183', 'S2_184', 'S2_185', 'S2_186', 'S2_187', 'S2_188', 'S2_189', 'S2_190', 'S2_191', 'S2_192', 'S2_193', 'S2_194', 'S2_195', 'S2_196', 'S2_197', 'S2_198', 'S2_199', 'S2_200'] diff --git a/sample_data/test_set_2/set2_classrooms.csv b/sample_data/test_set_2/set2_classrooms.csv new file mode 100644 index 0000000..6958454 --- /dev/null +++ b/sample_data/test_set_2/set2_classrooms.csv @@ -0,0 +1,5 @@ +ALL OF THE CLASSROOMS; AND THEIR CAPACITIES IN THE SYSTEM +D-Z01;40 +D-Z02;40 +D-101;60 +D-102;60 diff --git a/sample_data/test_set_2/set2_courses.csv b/sample_data/test_set_2/set2_courses.csv new file mode 100644 index 0000000..5bc67f5 --- /dev/null +++ b/sample_data/test_set_2/set2_courses.csv @@ -0,0 +1,5 @@ +ALL OF THE COURSES IN THE SYSTEM +EE301 +EE302 +IE450 +CE212 diff --git a/sample_data/test_set_2/set2_students.csv b/sample_data/test_set_2/set2_students.csv new file mode 100644 index 0000000..43fb3ab --- /dev/null +++ b/sample_data/test_set_2/set2_students.csv @@ -0,0 +1,201 @@ +ALL OF THE STUDENTS IN THE SYSTEM +S2_001 +S2_002 +S2_003 +S2_004 +S2_005 +S2_006 +S2_007 +S2_008 +S2_009 +S2_010 +S2_011 +S2_012 +S2_013 +S2_014 +S2_015 +S2_016 +S2_017 +S2_018 +S2_019 +S2_020 +S2_021 +S2_022 +S2_023 +S2_024 +S2_025 +S2_026 +S2_027 +S2_028 +S2_029 +S2_030 +S2_031 +S2_032 +S2_033 +S2_034 +S2_035 +S2_036 +S2_037 +S2_038 +S2_039 +S2_040 +S2_041 +S2_042 +S2_043 +S2_044 +S2_045 +S2_046 +S2_047 +S2_048 +S2_049 +S2_050 +S2_051 +S2_052 +S2_053 +S2_054 +S2_055 +S2_056 +S2_057 +S2_058 +S2_059 +S2_060 +S2_061 +S2_062 +S2_063 +S2_064 +S2_065 +S2_066 +S2_067 +S2_068 +S2_069 +S2_070 +S2_071 +S2_072 +S2_073 +S2_074 +S2_075 +S2_076 +S2_077 +S2_078 +S2_079 +S2_080 +S2_081 +S2_082 +S2_083 +S2_084 +S2_085 +S2_086 +S2_087 +S2_088 +S2_089 +S2_090 +S2_091 +S2_092 +S2_093 +S2_094 +S2_095 +S2_096 +S2_097 +S2_098 +S2_099 +S2_100 +S2_101 +S2_102 +S2_103 +S2_104 +S2_105 +S2_106 +S2_107 +S2_108 +S2_109 +S2_110 +S2_111 +S2_112 +S2_113 +S2_114 +S2_115 +S2_116 +S2_117 +S2_118 +S2_119 +S2_120 +S2_121 +S2_122 +S2_123 +S2_124 +S2_125 +S2_126 +S2_127 +S2_128 +S2_129 +S2_130 +S2_131 +S2_132 +S2_133 +S2_134 +S2_135 +S2_136 +S2_137 +S2_138 +S2_139 +S2_140 +S2_141 +S2_142 +S2_143 +S2_144 +S2_145 +S2_146 +S2_147 +S2_148 +S2_149 +S2_150 +S2_151 +S2_152 +S2_153 +S2_154 +S2_155 +S2_156 +S2_157 +S2_158 +S2_159 +S2_160 +S2_161 +S2_162 +S2_163 +S2_164 +S2_165 +S2_166 +S2_167 +S2_168 +S2_169 +S2_170 +S2_171 +S2_172 +S2_173 +S2_174 +S2_175 +S2_176 +S2_177 +S2_178 +S2_179 +S2_180 +S2_181 +S2_182 +S2_183 +S2_184 +S2_185 +S2_186 +S2_187 +S2_188 +S2_189 +S2_190 +S2_191 +S2_192 +S2_193 +S2_194 +S2_195 +S2_196 +S2_197 +S2_198 +S2_199 +S2_200 diff --git a/src/app.tsx b/src/app.tsx index 05509c2..9416cc0 100644 --- a/src/app.tsx +++ b/src/app.tsx @@ -40,7 +40,7 @@ const App: React.FC = () => { }))); setClassrooms(savedClassrooms.map((r: any) => ({ - id: r.name, + id: r.id.toString(), name: r.name, capacity: r.capacity, building: r.building @@ -62,6 +62,7 @@ const App: React.FC = () => { classroomId: s.classroom_name, startTime: new Date(s.start_time), endTime: new Date(s.end_time), + studentCount: s.student_count, })); setSchedule(loadedSchedule); setIsGenerated(true); @@ -155,6 +156,7 @@ const App: React.FC = () => { classroomName: s.classroomId, startTime: s.startTime, endTime: s.endTime, + studentCount: s.studentCount, })); await window.api.saveSchedule(sessionsForSave); @@ -198,6 +200,9 @@ const App: React.FC = () => { courses={courses} setCourses={setCourses} classrooms={classrooms} setClassrooms={setClassrooms} students={students} setStudents={setStudents} + setSchedule={setSchedule} + + /> ); case ViewMode.SCHEDULE: diff --git a/src/backend/database/db.ts b/src/backend/database/db.ts index b705af7..69523cf 100644 --- a/src/backend/database/db.ts +++ b/src/backend/database/db.ts @@ -43,6 +43,7 @@ db.exec(` session_id TEXT NOT NULL, course_code TEXT NOT NULL, classroom_name TEXT NOT NULL, + student_count INTEGER DEFAULT 0, start_time TEXT NOT NULL, end_time TEXT NOT NULL, created_at TEXT DEFAULT CURRENT_TIMESTAMP diff --git a/src/backend/handlers/classroomHandler.ts b/src/backend/handlers/classroomHandler.ts index 50501cd..9d7d718 100644 --- a/src/backend/handlers/classroomHandler.ts +++ b/src/backend/handlers/classroomHandler.ts @@ -7,6 +7,7 @@ export const registerClassroomHandlers = () => { }); ipcMain.handle('add-classrooms-bulk', (_, classrooms: { name: string; capacity: number; building: string }[]) => { + // Now this handler will only add new classrooms without clearing existing ones. return classroomService.addClassroomsBulk(classrooms); }); diff --git a/src/backend/services/scheduleService.ts b/src/backend/services/scheduleService.ts index 5fbc64f..410c335 100644 --- a/src/backend/services/scheduleService.ts +++ b/src/backend/services/scheduleService.ts @@ -11,6 +11,7 @@ export interface ExamSessionDB { start_time: string; end_time: string; created_at: string; + student_count: number; } export interface ExamSessionInput { @@ -19,6 +20,7 @@ export interface ExamSessionInput { classroomName: string; startTime: string; endTime: string; + studentCount?: number; } /** @@ -31,8 +33,8 @@ export const saveSchedule = (sessions: ExamSessionInput[]): void => { // Insert new sessions const insert = db.prepare(` - INSERT INTO exam_sessions (session_id, course_code, classroom_name, start_time, end_time) - VALUES (@sessionId, @courseCode, @classroomName, @startTime, @endTime) + INSERT INTO exam_sessions (session_id, course_code, classroom_name, start_time, end_time, student_count) + VALUES (@sessionId, @courseCode, @classroomName, @startTime, @endTime, @studentCount) `); const insertMany = db.transaction((sessionsList: ExamSessionInput[]) => { @@ -46,6 +48,7 @@ export const saveSchedule = (sessions: ExamSessionInput[]): void => { endTime: typeof session.endTime === 'string' ? session.endTime : (session.endTime as unknown as Date).toISOString(), + studentCount: session.studentCount || 0 }; insert.run(sessionData); } @@ -88,11 +91,11 @@ export const exportScheduleToCSV = async ( ): Promise<{ success: boolean; filePath?: string; message: string }> => { try { // Create course and classroom lookup maps - const courseMap = new Map(courses.map(c => [c.id, c])); - const classroomMap = new Map(classrooms.map(c => [c.id, c])); + const courseMap = new Map(courses.map(c => [c.code, c])); + const classroomMap = new Map(classrooms.map(c => [c.name, c])); // Build CSV content - const headers = ['Exam ID', 'Course Code', 'Course Name', 'Classroom', 'Date', 'Start Time', 'End Time']; + const headers = ['Exam ID', 'Course Code', 'Course Name', 'Classroom', 'Student Count', 'Date', 'Start Time', 'End Time']; const rows = sessions.map(session => { const course = courseMap.get(session.courseCode); const classroom = classroomMap.get(session.classroomName); @@ -104,6 +107,7 @@ export const exportScheduleToCSV = async ( course?.code || session.courseCode, course?.name || 'Unknown', classroom?.name || session.classroomName, + session.studentCount?.toString() || '0', startDate.toLocaleDateString('en-US'), startDate.toLocaleTimeString('en-US', { hour: '2-digit', minute: '2-digit' }), endDate.toLocaleTimeString('en-US', { hour: '2-digit', minute: '2-digit' }) diff --git a/src/backend/services/schedulerService.test.ts b/src/backend/services/schedulerService.test.ts index bd459af..2c4dac8 100644 --- a/src/backend/services/schedulerService.test.ts +++ b/src/backend/services/schedulerService.test.ts @@ -514,3 +514,54 @@ describe('Scheduler - Validation', () => { expect(valResult.violations.length).toBeGreaterThan(0); }); }); + +// ============================================================================ +// 10. Split Logic Tests +// ============================================================================ + +describe('Scheduler - Split Logic', () => { + test('should split a large course across multiple rooms', () => { + const courses = [createCourse('C1', 150)]; + const classrooms = [ + createClassroom('R1', 100), + createClassroom('R2', 50), + ]; + const students = Array.from({ length: 150 }, (_, i) => createStudent(`S${i}`, ['C1'])); + const constraints = createConstraints(); + + const result = generateSchedule(courses, classrooms, students, constraints); + + expect(result.success).toBe(true); + expect(result.schedule).toHaveLength(2); // One course split into two sessions + + // Check that both rooms are used at the same time for the same course + expect(result.schedule[0].courseId).toBe('C1'); + expect(result.schedule[1].courseId).toBe('C1'); + expect(result.schedule[0].startTime.getTime()).toBe(result.schedule[1].startTime.getTime()); + + const usedRoomIds = new Set(result.schedule.map(s => s.classroomId)); + expect(usedRoomIds).toContain('R1'); + expect(usedRoomIds).toContain('R2'); + }); + + test('should not use non-existent classrooms when splitting', () => { + const courses = [createCourse('C-SPLIT-101', 120)]; + const classrooms = [ + createClassroom('REAL-ROOM-1', 80), + createClassroom('REAL-ROOM-2', 40), + ]; + const students = Array.from({ length: 120 }, (_, i) => createStudent(`S${i}`, ['C-SPLIT-101'])); + const constraints = createConstraints(); + + const result = generateSchedule(courses, classrooms, students, constraints); + + expect(result.success).toBe(true); + expect(result.schedule.length).toBeGreaterThanOrEqual(2); + + const originalClassroomIds = new Set(classrooms.map(c => c.id)); + + for (const session of result.schedule) { + expect(originalClassroomIds.has(session.classroomId)).toBe(true); + } + }); +}); \ No newline at end of file diff --git a/src/backend/services/schedulerService.ts b/src/backend/services/schedulerService.ts index 9b2afbe..ab66e4c 100644 --- a/src/backend/services/schedulerService.ts +++ b/src/backend/services/schedulerService.ts @@ -24,6 +24,8 @@ interface ScheduleAssignment { course: Course; classroom: Classroom; timeSlot: TimeSlot; + studentCount:number; + } /** @@ -232,9 +234,8 @@ function isSafe( ): boolean { // Constraint 1: Capacity Check // Room must have enough capacity for all enrolled students - if (classroom.capacity < course.enrolledStudents) { - return false; - } + + // Constraint 2: Room Availability Check // The classroom must not be already booked at this time @@ -252,6 +253,7 @@ function isSafe( // Constraint 3: No Student Conflicts // A student cannot have two exams at the same time slot const sameTimeConflict = context.assignments.some((a) => { + if (a.course.id === course.id) return false; const studentsInAssignedCourse = context.courseStudentMap.get(a.course.id) || []; return studentsInAssignedCourse.includes(studentId) && a.timeSlot.id === timeSlot.id; }); @@ -440,21 +442,42 @@ function getFailureReason( let rootCause = ''; let rootCauseType: ConstraintViolation['type'] = 'capacity'; - // Priority 1: Capacity issue (no room can fit) - if (roomsWithCapacity.length === 0) { - rootCause = `NO ROOM AVAILABLE: Course has ${course.enrolledStudents} students but largest room only has ${maxRoomCapacity} seats.`; + // NEW Priority 1: Insufficient TOTAL capacity across rooms, even with splitting + let hasAnySlotEnoughTotalCapacity = false; + let maxPossibleCapacityInAnySingleSlot = 0; + + for (const timeSlot of timeSlots) { + const occupiedRoomIdsAtSlot = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + const totalUnoccupiedCapacityAtSlot = classrooms + .filter(r => !occupiedRoomIdsAtSlot.has(r.id)) + .reduce((sum, room) => sum + room.capacity, 0); + + if (totalUnoccupiedCapacityAtSlot >= course.enrolledStudents) { + hasAnySlotEnoughTotalCapacity = true; + break; + } + maxPossibleCapacityInAnySingleSlot = Math.max(maxPossibleCapacityInAnySingleSlot, totalUnoccupiedCapacityAtSlot); + } + + if (!hasAnySlotEnoughTotalCapacity) { + rootCause = `INSUFFICIENT TOTAL CAPACITY: Course has ${course.enrolledStudents} students. No single time slot has enough total available classroom capacity (max ${maxPossibleCapacityInAnySingleSlot}) to accommodate all students, even with splitting across multiple rooms.`; rootCauseType = 'capacity'; violations.push({ type: 'capacity', severity: 'blocking', - description: `Need ${course.enrolledStudents - maxRoomCapacity} more seats. No room is large enough.`, + description: `Required total capacity: ${course.enrolledStudents}. Maximum available total capacity in any single time slot: ${maxPossibleCapacityInAnySingleSlot}.`, details: { requiredCapacity: course.enrolledStudents, - maxAvailableCapacity: maxRoomCapacity + maxAvailableCapacity: maxPossibleCapacityInAnySingleSlot } }); } - // Priority 2: Student conflicts blocking all slots + // Original Priority 1 becomes Priority 2 if the new total capacity check passes else if (studentConflictMap.size > 0) { const topConflict = [...studentConflictMap.entries()].sort((a, b) => b[1].students.size - a[1].students.size)[0]; const [conflictCourse, data] = topConflict; @@ -522,12 +545,12 @@ function getFailureReason( } // Fallback: General resource constraint else { - rootCause = `RESOURCE EXHAUSTED: All ${timeSlots.length} slots × ${roomsWithCapacity.length} rooms are occupied or blocked.`; + rootCause = `RESOURCE EXHAUSTED: All time/room combinations are exhausted for ${course.code}.`; rootCauseType = 'room_conflict'; violations.push({ type: 'room_conflict', severity: 'blocking', - description: 'All available time/room combinations are already used', + description: 'All available time/room combinations are already used or blocked by other constraints', details: { blockedSlots: slotsBlockedByRoomConflicts } }); } @@ -538,9 +561,16 @@ function getFailureReason( if (rootCauseType === 'capacity') { suggestions.push({ priority: 'high', - action: `Add a room with ${course.enrolledStudents}+ seats`, - impact: `Will immediately allow scheduling ${course.code}` + action: `Add more classrooms or increase capacity of existing ones.`, + impact: `Will immediately provide more total seating capacity for ${course.code}` }); + if (maxPossibleCapacityInAnySingleSlot > 0) { + suggestions.push({ + priority: 'medium', + action: `Consider reducing enrollment for ${course.code} by ${course.enrolledStudents - maxPossibleCapacityInAnySingleSlot} students.`, + impact: `May allow course to fit into existing capacity.` + }); + } } if (rootCauseType === 'student_conflict' && studentConflictMap.size > 0) { @@ -624,6 +654,15 @@ function getFailureReason( * @param maxIterations - Maximum allowed iterations before timeout * @returns true if a valid schedule was found, false otherwise */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + */ +/** + * Recursive Backtracking Solver with SPLIT SUPPORT. + * Tries to schedule courses by splitting them across multiple rooms if necessary. + * Strategy: Largest-Fit (Fills largest available rooms first). + */ function solve( courses: Course[], classrooms: Classroom[], @@ -633,49 +672,113 @@ function solve( startTime: number, timeoutMs: number ): boolean { - // Check for timeout (time-based, not iteration-based) - if (Date.now() - startTime > timeoutMs) { - return false; // Stop trying - timeout reached - } - - // Base case: All courses have been scheduled - if (index === courses.length) { - return true; - } + // 1. Timeout ve Base Case Kontrolleri + if (Date.now() - startTime > timeoutMs) return false; + if (index === courses.length) return true; // Tüm dersler atandıysa başarı! const currentCourse = courses[index]; + let studentsRemainingForCurrentCourse = currentCourse.enrolledStudents; - // Try each time slot + // 2. Her zaman dilimini sırayla dene for (const timeSlot of timeSlots) { - // Check for timeout in inner loop - if (Date.now() - startTime > timeoutMs) { - return false; + // Döngü içi timeout kontrolü (Büyük veride donmayı önler) + if (Date.now() - startTime > timeoutMs) return false; + + // 3. Önce Öğrenci Çakışmasını Kontrol Et (Optimization) + // Eğer öğrencilerin bu saatte başka sınavı varsa, boş oda aramaya gerek yok. + // Not: classrooms[0] dummy olarak verilir, isSafe içinde oda ID'sine bakılmaz (split için). + if (!isSafe(currentCourse, classrooms[0], timeSlot, context)) { + continue; } - // Try each classroom - for (const classroom of classrooms) { - // Check if this assignment satisfies all constraints - if (isSafe(currentCourse, classroom, timeSlot, context)) { - // Make the assignment - const assignment: ScheduleAssignment = { + // 4. Bu saatteki Müsait Odaları Bul + // Daha önce atanmış (dolu) odaların ID'lerini al + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları filtrele ve KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala + // Bu "Largest Fit" stratejisidir. 150 kişilik ders için önce 100'lük, sonra 50'lik odayı seçer. + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) // Only consider rooms that are not occupied + .sort((a, b) => b.capacity - a.capacity); // Sort by capacity descending (Largest Fit) + + // 5. Dersi Odalara Bölüştür (Split Logic) + let studentsRemaining = studentsRemainingForCurrentCourse; // Use a local variable for splitting logic + const potentialAssignments: ScheduleAssignment[] = []; + const roomsUsedInCurrentSplit = new Set(); // Keep track of rooms already used for this course split + + while (studentsRemaining > 0) { + // Get rooms that are available (not occupied by another course in this time slot) + // and have not yet been used for *this* course's split. + const currentAvailableRooms = classrooms.filter(r => + !occupiedRoomIds.has(r.id) && !roomsUsedInCurrentSplit.has(r.id) + ); + + if (currentAvailableRooms.length === 0) { + studentsRemaining = -1; // Indicate failure to place all students + break; + } + + // --- Strategy: Prioritize Best Fit for remaining students --- + let bestFitRoom: Classroom | null = null; + let bestFitCapacityDiff = Infinity; // capacity - studentsRemaining, want smallest non-negative difference + + for (const room of currentAvailableRooms) { + if (room.capacity >= studentsRemaining) { // Can this room fit all remaining students? + const diff = room.capacity - studentsRemaining; + if (diff < bestFitCapacityDiff) { // Is it a better fit (smaller difference)? + bestFitCapacityDiff = diff; + bestFitRoom = room; + } + } + } + + if (bestFitRoom) { // Found a room that can fit all remaining students (Best Fit) + potentialAssignments.push({ course: currentCourse, - classroom, - timeSlot - }; + classroom: bestFitRoom, + timeSlot: timeSlot, + studentCount: studentsRemaining + }); + roomsUsedInCurrentSplit.add(bestFitRoom.id); + studentsRemaining = 0; // All students placed + } else { // No single room can fit all remaining students, use Largest Fit strategy for current chunk + // Find the largest available and unused room + const largestRoom = currentAvailableRooms.sort((a, b) => b.capacity - a.capacity)[0]; + + const count = Math.min(studentsRemaining, largestRoom.capacity); + potentialAssignments.push({ + course: currentCourse, + classroom: largestRoom, + timeSlot: timeSlot, + studentCount: count + }); + roomsUsedInCurrentSplit.add(largestRoom.id); + studentsRemaining -= count; + } + } + + + if (studentsRemaining === 0) { + + for (const assignment of potentialAssignments) { context.assignments.push(assignment); + } - // Recursively try to schedule the remaining courses - if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { - return true; - } + + if (solve(courses, classrooms, timeSlots, context, index + 1, startTime, timeoutMs)) { + return true; + } - // Backtrack: Remove the assignment and try another option + for (let i = 0; i < potentialAssignments.length; i++) { context.assignments.pop(); } } } - // No valid assignment found for this course return false; } @@ -685,53 +788,115 @@ function solve( * O(courses * timeSlots * classrooms) - much faster than backtracking. * Returns both success status and detailed failure reason if failed. */ +/** + * Greedy scheduling algorithm with SPLIT SUPPORT. + * Tries to fit a course into one OR MORE classrooms if needed. + */ function solveGreedy( courses: Course[], classrooms: Classroom[], timeSlots: TimeSlot[], context: ValidationContext ): { success: boolean; failureReason?: FailureReason } { - console.log(`Greedy solver: ${courses.length} courses, ${timeSlots.length} slots, ${classrooms.length} rooms`); + console.log(`Greedy solver (Split-Enabled): ${courses.length} courses, ${timeSlots.length} slots.`); for (let i = 0; i < courses.length; i++) { const course = courses[i]; - let assigned = false; + let placed = false; - // Try each time slot + // Her zaman dilimini dene for (const timeSlot of timeSlots) { - if (assigned) break; - - // Try each classroom - for (const classroom of classrooms) { - if (isSafe(course, classroom, timeSlot, context)) { - // Make the assignment - context.assignments.push({ - course, - classroom, - timeSlot - }); - assigned = true; + if (placed) break; + + // 1. ADIM: Öğrenci çakışması (Student Conflict) var mı? + // Herhangi bir odada bu dersi yapabilir miyiz diye genel bir kontrol yapalım. + // Not: İlk odayı referans alıyoruz çünkü isSafe içindeki öğrenci kontrolü odadan bağımsızdır. + if (!isSafe(course, classrooms[0], timeSlot, context)) { + continue; // Öğrencilerin bu saatte başka sınavı var, bu saati geç. + } + + // 2. ADIM: Bu saatteki BOŞ odaları bul + const occupiedRoomIds = new Set( + context.assignments + .filter(a => a.timeSlot.id === timeSlot.id) + .map(a => a.classroom.id) + ); + + // Boş odaları KAPASİTEYE göre BÜYÜKTEN KÜÇÜĞE sırala (Largest Fit) + const availableRooms = classrooms + .filter(r => !occupiedRoomIds.has(r.id)) + .sort((a, b) => b.capacity - a.capacity); + + // 3. ADIM: Öğrencileri odalara dağıt (SPLIT MANTIĞI) + let studentsRemaining = course.enrolledStudents; + const roomsToUse: Classroom[] = []; + const roomsUsedInCurrentSplit = new Set(); + + while (studentsRemaining > 0) { + const currentAvailableRooms = classrooms.filter(r => + !occupiedRoomIds.has(r.id) && !roomsUsedInCurrentSplit.has(r.id) + ); + + if (currentAvailableRooms.length === 0) { + studentsRemaining = -1; // Indicate failure break; } + + // --- Strategy: Prioritize Best Fit for remaining students --- + let bestFitRoom: Classroom | null = null; + let bestFitCapacityDiff = Infinity; + + for (const room of currentAvailableRooms) { + if (room.capacity >= studentsRemaining) { + const diff = room.capacity - studentsRemaining; + if (diff < bestFitCapacityDiff) { + bestFitCapacityDiff = diff; + bestFitRoom = room; + } + } + } + + if (bestFitRoom) { // Found a room that can fit all remaining students (Best Fit) + roomsToUse.push(bestFitRoom); + roomsUsedInCurrentSplit.add(bestFitRoom.id); + studentsRemaining = 0; // All students placed + } else { // No single room can fit all remaining students, use Largest Fit strategy + const largestRoom = currentAvailableRooms.sort((a, b) => b.capacity - a.capacity)[0]; + + roomsToUse.push(largestRoom); + roomsUsedInCurrentSplit.add(largestRoom.id); + studentsRemaining -= largestRoom.capacity; + } + } + + // 4. ADIM: Eğer tüm öğrenciler yerleştiyse (yani odalar yettiyse), atamayı yap + if (studentsRemaining === 0) { + let studentsToAssign = course.enrolledStudents; + roomsToUse.forEach(room => { + const count = Math.min(studentsToAssign, room.capacity); + if (count > 0) { + context.assignments.push({ + course: course, + classroom: room, + timeSlot: timeSlot, + studentCount: count + }); + studentsToAssign -= count; + } + }); + placed = true; } } - if (!assigned) { - // Could not find a valid slot for this course - analyze why + if (!placed) { const failureReason = getFailureReason(course, classrooms, timeSlots, context, i, courses.length); - console.log(`FAILED at course ${i + 1}/${courses.length}: ${course.code} (${course.enrolledStudents} students)`); - console.log(` Root cause: ${failureReason.rootCause}`); + console.log(`FAILED at course ${course.code}: Not enough room capacity (even with splitting) or time slots.`); return { success: false, failureReason }; } - - // Progress log every 20 courses - if ((i + 1) % 20 === 0) { - console.log(` Progress: ${i + 1}/${courses.length} courses scheduled`); - } } console.log(`SUCCESS: All ${courses.length} courses scheduled!`); - return { success: true }; // All courses scheduled + return { success: true }; } // ============================================================================ @@ -753,6 +918,7 @@ export function generateSchedule( students: Student[], constraints: GenerationConstraints ): ScheduleResult { + console.log('SCHEDULER INPUT CLASSROOMS:', JSON.stringify(classrooms, null, 2)); const startTime = Date.now(); // Validate input @@ -837,6 +1003,7 @@ export function generateSchedule( allowConsecutiveExams: constraints.allowConsecutiveExams ?? true, minHoursBetweenExams: constraints.minHoursBetweenExams ?? 1 }; + // Choose algorithm based on dataset size // Greedy: Fast, good for large datasets (50+ courses) @@ -929,11 +1096,14 @@ export function generateSchedule( const schedule: ExamSession[] = context.assignments.map((a, idx) => ({ id: `exam_${idx + 1}`, courseId: a.course.id, - classroomId: a.classroom.name, + classroomId: a.classroom.id, startTime: a.timeSlot.startTime, - endTime: a.timeSlot.endTime + endTime: a.timeSlot.endTime, + studentCount: a.studentCount })); + console.log('SCHEDULER OUTPUT SCHEDULE:', JSON.stringify(schedule, null, 2)); + return { success: true, schedule, diff --git a/src/components/DataInput.tsx b/src/components/DataInput.tsx index a1055d8..9f59b21 100644 --- a/src/components/DataInput.tsx +++ b/src/components/DataInput.tsx @@ -10,6 +10,7 @@ interface DataInputProps { setClassrooms: React.Dispatch>; students: Student[]; setStudents: React.Dispatch>; + setSchedule: React.Dispatch>; } type Tab = 'courses' | 'classrooms' | 'students'|'enrollments'; @@ -331,10 +332,20 @@ export const DataInput: React.FC = ({ if (window.confirm(confirmMessage)) { if (type === 'all') { + // 1. Clear input data from DB await window.api.clearCourses(); await window.api.clearClassrooms(); await window.api.clearStudents(); - setCourses([]); setClassrooms([]); setStudents([]); + await window.api.clearSchedule(); + + // 2. Update frontend state + setCourses([]); + setClassrooms([]); + setStudents([]); + // Assuming this setter is for the schedule data + + showNotification("All data and generated schedules have been wiped.", 'success'); + } else if (type === 'courses') { await window.api.clearCourses(); setCourses([]); @@ -348,25 +359,37 @@ export const DataInput: React.FC = ({ setIsClearMenuOpen(false); } }; - // Helper function to detect the type of the imported file based on its content + // Detects file type based on specific header strings or formatting + + // Helper to distinguish between standard Student lists and Attendance/Enrollment lists + const detectFileType = (text: string): string => { - const cleanText = text.trim(); - if (cleanText.includes('ALL OF THE COURSES')) return 'courses'; - if (cleanText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; - if (cleanText.includes('ALL OF THE STUDENTS')) return 'students'; - // Check for the specific Python-like list format: [ 'STD001', ... ] - if (cleanText.includes('[') && cleanText.includes(']')) return 'enrollments'; + const upperText = text.toUpperCase(); + + // Student Info files always contain this header + if (upperText.includes('ALL OF THE STUDENTS')) return 'students'; + + // Course files header + if (upperText.includes('ALL OF THE COURSES')) return 'courses'; + + // Classroom files header + if (upperText.includes('ALL OF THE CLASSROOMS')) return 'classrooms'; + + // Attendance/Enrollment files contain the list format like [ 'ID1', 'ID2' ] + if (text.includes('[') && text.includes(']')) return 'enrollments'; + return 'unknown'; }; - const handleAttendanceFileChange = (e: React.ChangeEvent) => { + +const handleAttendanceFileChange = (e: React.ChangeEvent) => { const file = e.target.files?.[0]; if (!file) return; - // CONSTRAINT: Prevent import if primary data (courses/students) is missing + // CONSTRAINT: Prevent import if Courses or Students (in-app or temporary) are missing const studentsAvailable = students.length > 0 || tempStudentMap.current.size > 0; if (courses.length === 0 || !studentsAvailable) { - showNotification("Dependency Error: Please import Courses and student information first!", 'error'); + showNotification("Dependency Error: Please import Courses and student information before importing attendance!", 'error'); e.target.value = ''; return; } @@ -375,9 +398,8 @@ export const DataInput: React.FC = ({ reader.onload = async (event) => { const text = event.target?.result as string; - // VALIDATION: Check if the file content matches the Enrollment format - const detected = detectFileType(text); - if (detected !== 'enrollments') { + // VALIDATION: Ensure the user is uploading an actual Enrollment file + if (detectFileType(text) !== 'enrollments') { showNotification("Format Error: This file is not a valid attendance list file!", 'error'); return; } @@ -385,11 +407,36 @@ export const DataInput: React.FC = ({ try { const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); const map = extractAttendanceMap(rows); + + // Combine students from app state and the temporary import buffer + const allAvailableStudentIds = new Set(students.map(s => s.id.toUpperCase())); + tempStudentMap.current.forEach((_name, id) => { + allAvailableStudentIds.add(id.toUpperCase()); + }); + + let matchCount = 0; + let skipCount = 0; + map.forEach((val, key) => { - if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); - val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + if (allAvailableStudentIds.has(key.toUpperCase())) { + if (!tempAttendanceMap.current.has(key)) tempAttendanceMap.current.set(key, new Set()); + val.forEach(c => tempAttendanceMap.current.get(key)?.add(c)); + matchCount++; + } else { + skipCount++; + } }); - setAttendanceStatus({ fileName: file.name, count: map.size }); + + if (matchCount > 0) { + setAttendanceStatus({ fileName: file.name, count: matchCount }); + if (skipCount > 0) { + showNotification(`Identified ${matchCount} valid students. Ignored ${skipCount} unknown students.`, 'success'); + } else { + showNotification(`Identified ${matchCount} valid students.`, 'success'); + } + } else { + showNotification("Import Warning: No matching students found from the attendance file.", 'error'); + } } catch (err) { showNotification("Parse Error: Failed to analyze the attendance file.", 'error'); } @@ -410,6 +457,7 @@ export const DataInput: React.FC = ({ fileInputRef.current?.click(); } }; + const handleStudentInfoImport = () => { // Do not close modal here anymore @@ -488,55 +536,65 @@ export const DataInput: React.FC = ({ const parseCourseListFile = async (rows: string[]) => { - const newCourses: Course[] = []; + const newCourses: { id: string, code: string, name: string, enrolledStudents: number }[] = []; + rows.forEach((row) => { if (row.includes("ALL OF THE COURSES") || !row.trim()) return; const code = row.trim(); - newCourses.push({ id: code, code: code, name: `Course ${code}`, enrolledStudents: 0 }); + newCourses.push({ + id: code, + code: code, + name: `Course ${code}`, + enrolledStudents: 0, + }); }); if (newCourses.length > 0) { await window.api.addCoursesBulk(newCourses); - // Refresh from DB to be sure or just update state - const savedCourses = await window.api.getCourses(); - // Map DB result to frontend type if needed, but they are similar. - // DB has `enrolled_students`, frontend `enrolledStudents`. - // We need to map it. - const mappedCourses = savedCourses.map((c: any) => ({ - id: c.code, // Use code as ID for frontend consistency or c.id? Frontend uses string ID often. - // The current frontend uses `code` as `id` for courses often. - // Let's check `Course` type. - // In `types/index.ts` (not seen but inferred), `id` is likely string or number. - // In `DataInput.tsx` line 211: `id` is `code`. - // So let's keep using code as ID for now or map properly. + // After bulk adding, get the complete fresh list from the DB + const allSavedCourses = await window.api.getCourses(); + // Map it correctly + const mappedCourses = allSavedCourses.map((c: any) => ({ + id: c.code, code: c.code, name: c.name, enrolledStudents: c.enrolled_students })); - - setCourses(prev => { - const existingIds = new Set(prev.map(c => c.id)); - const uniqueNew = mappedCourses.filter((c: any) => !existingIds.has(c.id)); - return [...prev, ...uniqueNew]; - }); + // Replace the entire state + setCourses(mappedCourses); showNotification(t('dataInput.importedCourses', { count: newCourses.length }), 'success'); } }; const parseClassroomFile = async (rows: string[]) => { - const newRooms: Classroom[] = []; + const newRooms: { name: string; capacity: number; building: string }[] = []; + rows.forEach((row) => { if (row.includes("ALL OF THE CLASSROOMS") || !row.trim()) return; const parts = row.split(';'); if (parts.length >= 2) { const name = parts[0].trim(); const capacity = parseInt(parts[1].trim(), 10); - newRooms.push({ id: name, name: name, capacity: isNaN(capacity) ? 0 : capacity, building: 'Main Hall' }); + + newRooms.push({ + name: name, + capacity: isNaN(capacity) ? 0 : capacity, + building: 'Main Hall' + }); } }); if (newRooms.length > 0) { await window.api.addClassroomsBulk(newRooms); - const saved = await window.api.getClassrooms(); - setClassrooms(saved.map((r: any) => ({ id: r.name, name: r.name, capacity: r.capacity, building: r.building }))); + // After bulk adding, get the complete fresh list from the DB + const allSavedRooms = await window.api.getClassrooms(); + // Map it correctly + const mappedRooms = allSavedRooms.map((r: any) => ({ + id: r.id.toString(), // The correct mapping + name: r.name, + capacity: r.capacity, + building: r.building + })); + // Replace the entire state, not just append + setClassrooms(mappedRooms); showNotification(t('dataInput.importedClassrooms', { count: newRooms.length }), 'success'); } }; @@ -642,8 +700,116 @@ export const DataInput: React.FC = ({ }; + // Updated to use the correct logic but immediately save (same behavior as before but cleaner) + const parseSimpleStudentList = async (rows: string[]): Promise => { + const map = extractStudentMap(rows); + // We need to merge this with potentially existing data? + // processCSV is usually for bulk import of everything. + // For safely: we just save what we found. + const newStudents: any[] = []; + map.forEach((name, id) => { + newStudents.push({ + studentNumber: id, + name: name, + enrolledCourses: [] + }); + }); - // --- Parsing Wrappers for ProcessCSV (Legacy/Direct) --- + if (newStudents.length > 0) { + await window.api.addStudentsBulk(newStudents); + // Refresh... + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + showNotification(t('dataInput.importedStudents', { count: newStudents.length }), 'success'); + return newStudents.length; + } + return 0; + }; + // Refreshes local state from the database to ensure UI is up to date + const refreshSystemData = async () => { + const savedStudents = await window.api.getStudents(); + setStudents(savedStudents.map((s: any) => ({ + id: s.student_number, + name: s.name, + email: `${s.student_number.toLowerCase()}@uni.edu`, + enrolledCourses: s.enrolled_courses + }))); + + const savedCourses = await window.api.getCourses(); + setCourses(savedCourses.map((c: any) => ({ + id: c.code, + code: c.code, + name: c.name, + enrolledStudents: c.enrolled_students + }))); + }; + + // Processes the attendance file and links ONLY existing students to existing courses + // Processes attendance by matching file data against existing system data + const parseStudentAttendanceFile = async (rows: string[]): Promise => { + const rawMap = extractAttendanceMap(rows); + const validEnrollments: any[] = []; + + // Create lookup sets for O(1) performance + const existingStudentIds = new Set(students.map(s => s.id.toUpperCase())); + const existingCourseCodes = new Set(courses.map(c => c.code.toUpperCase())); + + let totalFoundInFile = 0; + let matchedCount = 0; + let missingStudentsCount = 0; + + rawMap.forEach((courseCodes, studentId) => { + const normalizedId = studentId.toUpperCase(); + totalFoundInFile++; + + // CHECK: Does this student exist in the Students tab? + if (existingStudentIds.has(normalizedId)) { + // Filter courses: only keep those that exist in the Courses tab + const validCourses = Array.from(courseCodes).filter(code => + existingCourseCodes.has(code.toUpperCase()) + ); + + if (validCourses.length > 0) { + validEnrollments.push({ + studentNumber: studentId, + name: "", // Leave empty; backend won't update existing names + enrolledCourses: validCourses + }); + matchedCount++; + } + } else { + // Student not found in system - increment skip counter + missingStudentsCount++; + } + }); + + // If we found at least one match, proceed with the import + if (validEnrollments.length > 0) { + await window.api.addStudentsBulk(validEnrollments); + + // Notify user about the partial success and the missing students + if (missingStudentsCount > 0) { + showNotification( + `Matched ${matchedCount} students. Records not found for ${missingStudentsCount} students in the list.`, + 'success' + ); + } else { + showNotification(`Successfully matched all ${matchedCount} students.`, 'success'); + } + + // Refresh UI data + await refreshSystemData(); + return matchedCount; + } else { + showNotification(`Import Failed: None of the ${totalFoundInFile} students in this file exist in your system.`, 'error'); + return 0; + } + }; const processCSV = (text: string) => { @@ -694,6 +860,8 @@ const handleFileChange = (e: React.ChangeEvent) => { e.target.value = ''; }; + // Handles the Student Information file upload + // Blocks Attendance files to prevent "ghost" students const handleStudentInfoFileChange = (e: React.ChangeEvent) => { const file = e.target.files?.[0]; if (!file) return; @@ -701,20 +869,36 @@ const handleFileChange = (e: React.ChangeEvent) => { const reader = new FileReader(); reader.onload = async (event) => { const text = event.target?.result as string; + + // VALIDATION: Check what kind of file this actually is + const actualType = detectFileType(text); + + // SECURITY: If user tries to upload Attendance as Student Info + if (actualType === 'enrollments') { + showNotification("Format Error: You cannot upload an Attendance List as Student Information!", 'error'); + return; + } + + // SECURITY: Ensure it's a student list + if (actualType !== 'students' && actualType !== 'unknown') { + showNotification("Format Error: This file does not contain valid Student Information!", 'error'); + return; + } + try { const rows = text.split('\n').map(r => r.trim()).filter(r => r.length > 0); - // Buffer Mode + // Extract students and store them in the temporary map const map = extractStudentMap(rows); map.forEach((val, key) => tempStudentMap.current.set(key, val)); - const count = map.size; // Showing map.size is count from this file - setStudentInfoStatus({ fileName: file.name, count }); + + setStudentInfoStatus({ fileName: file.name, count: map.size }); + showNotification(`Successfully loaded ${map.size} students. Click 'Done' to save.`, 'success'); } catch (err) { - console.error("Failed to parse student info file", err); - showNotification(t('dataInput.parseError'), 'error'); + showNotification("Parse Error: Failed to process the student info file.", 'error'); } }; reader.readAsText(file); - e.target.value = ''; + e.target.value = ''; // Reset to allow re-selection }; diff --git a/src/components/ScheduleView.tsx b/src/components/ScheduleView.tsx index 8b2b9ab..e049e13 100644 --- a/src/components/ScheduleView.tsx +++ b/src/components/ScheduleView.tsx @@ -1,6 +1,6 @@ import React, { useState, useMemo, useEffect } from 'react'; import { useTranslation } from 'react-i18next'; -import { ExamSession, Course, Classroom, Student } from '../types'; +import { ExamSession, Course, Classroom, Student, DisplaySession } from '../types'; import { TimeSlotDetailModal } from './TimeSlotDetailModal'; interface ScheduleViewProps { @@ -21,7 +21,7 @@ export const ScheduleView: React.FC = ({ schedule, courses, c // Time slot detail modal state const [showTimeSlotModal, setShowTimeSlotModal] = useState(false); - const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); + const [selectedTimeSlotExams, setSelectedTimeSlotExams] = useState([]); const [selectedTimeSlot, setSelectedTimeSlot] = useState<{ start: Date; end: Date } | null>(null); // Initialize currentDate based on the first exam in the schedule, or today if schedule is empty @@ -64,6 +64,7 @@ export const ScheduleView: React.FC = ({ schedule, courses, c }); }, [weekStart]); + // 1. Step: Basic Filtering const filteredSessions = useMemo(() => { if (filterMode === 'all') return schedule; @@ -80,11 +81,45 @@ export const ScheduleView: React.FC = ({ schedule, courses, c }); }, [schedule, filterMode, selectedEntityId, students]); - // Group sessions by time slot (sessions with the same start time) - const groupedSessionsByTimeSlot = useMemo(() => { - const groups = new Map(); + // 2. Step: Merge Split Exams (TEK DEĞİŞİKLİK BURADA BAŞLIYOR) + // Aynı ders, aynı saatte ise bunları tek bir görüntüleme objesinde birleştiriyoruz. + const processedSessions = useMemo(() => { + + // Oda modunda birleştirme yapmıyoruz çünkü odaya özel görüntüleme istiyoruz + if (filterMode === 'room') return filteredSessions as DisplaySession[]; + + const groupedMap = new Map(); filteredSessions.forEach(session => { + // TypeScript için casting (studentCount backend'den geliyor olabilir ama tipte yoksa hata vermesin) + const sCount = (session as any).studentCount || 0; + + // Anahtar: Ders Kodu + Başlangıç Zamanı + const key = `${session.courseId}-${new Date(session.startTime).toISOString()}`; + + if (!groupedMap.has(key)) { + groupedMap.set(key, { + ...session, + isSplit: false, + classroomList: [{ name: session.classroomId, count: sCount }], + totalStudents: sCount + }); + } else { + const existing = groupedMap.get(key)!; + existing.isSplit = true; + existing.classroomList?.push({ name: session.classroomId, count: sCount }); + existing.totalStudents = (existing.totalStudents || 0) + sCount; + } + }); + + return Array.from(groupedMap.values()); + }, [filteredSessions, filterMode]); + + // 3. Step: Group by Time Slot (processedSessions üzerinden) + const groupedSessionsByTimeSlot = useMemo(() => { + const groups = new Map(); + + processedSessions.forEach(session => { const startTime = new Date(session.startTime); // Create a key from the date and time const key = startTime.toISOString(); @@ -96,11 +131,13 @@ export const ScheduleView: React.FC = ({ schedule, courses, c }); return groups; - }, [filteredSessions]); + }, [processedSessions]); + // Handle time slot card click - const handleTimeSlotClick = (exams: ExamSession[]) => { + const handleTimeSlotClick = (exams: DisplaySession[]) => { if (exams.length > 0) { + // Modal için veriyi hazırlarken gerekirse split detaylarını açabiliriz ama şimdilik özet geçiyoruz setSelectedTimeSlotExams(exams); setSelectedTimeSlot({ start: new Date(exams[0].startTime), @@ -113,7 +150,7 @@ export const ScheduleView: React.FC = ({ schedule, courses, c const START_HOUR = 8; const END_HOUR = 22; const HOURS_COUNT = END_HOUR - START_HOUR; - const HOUR_HEIGHT = 64; + const HOUR_HEIGHT = 80; // Split badge'leri sığsın diye yüksekliği 64'ten 80'e çıkardım const formatDate = (date: Date) => { return date.toLocaleDateString(i18n.language === 'tr' ? 'tr-TR' : 'en-US', { weekday: 'short', month: 'short', day: 'numeric' }); @@ -134,24 +171,53 @@ export const ScheduleView: React.FC = ({ schedule, courses, c setCurrentDate(new Date(e.target.value)); } }; - - const handleExport = async () => { +const handleExport = async () => { setIsExporting(true); setExportMessage(null); try { - const sessionsForExport = schedule.map(s => ({ - sessionId: s.id, - courseCode: s.courseId, - classroomName: s.classroomId, - startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, - endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, - })); + + const sortedSchedule = [...schedule].sort((a, b) => { + + const timeDiff = new Date(a.startTime).getTime() - new Date(b.startTime).getTime(); + if (timeDiff !== 0) return timeDiff; + + + return a.courseId.localeCompare(b.courseId); + }); + + let examCounter = 0; + let lastKey = ''; + + const sessionsForExport = sortedSchedule.map(s => { + const course = courses.find(c => c.id === s.courseId); + const classroom = classrooms.find(c => c.id === s.classroomId); + + + const currentKey = `${s.courseId}-${new Date(s.startTime).toISOString()}`; + + + if (currentKey !== lastKey) { + examCounter++; + lastKey = currentKey; + } + + return { + + sessionId: `Exam ${examCounter}`, + courseCode: course?.code || s.courseId, + classroomName: classroom?.name || s.classroomId, + startTime: s.startTime instanceof Date ? s.startTime.toISOString() : s.startTime, + endTime: s.endTime instanceof Date ? s.endTime.toISOString() : s.endTime, + + studentCount: (s as any).studentCount || 0 + }; + }); const result = await window.api.exportScheduleCSV({ sessions: sessionsForExport, courses: courses.map(c => ({ id: c.id, code: c.code, name: c.name })), - classrooms: classrooms.map(c => ({ id: c.id, name: c.name })), + classrooms: classrooms.map(c => ({ id: c.id, name: c.name, capacity: c.capacity })), }); if (result.success) { @@ -283,7 +349,7 @@ export const ScheduleView: React.FC = ({ schedule, courses, c
-
+
{/* Increased width for split badges */}
GMT+0 @@ -332,8 +398,13 @@ export const ScheduleView: React.FC = ({ schedule, courses, c const top = (startMinutes / 60) * HOUR_HEIGHT; const height = (durationMinutes / 60) * HOUR_HEIGHT; - const isMultipleExams = examsInSlot.length > 1; + // Condition 1: Multiple Different Courses in same slot + const isMultipleDifferentExams = examsInSlot.length > 1; + + // Condition 2: Single Course but Split (Has merged classroom list) const firstExam = examsInSlot[0]; + const isSplitExam = firstExam.isSplit; + const course = courses.find(c => c.id === firstExam.courseId); const room = classrooms.find(r => r.id === firstExam.classroomId); @@ -344,16 +415,16 @@ export const ScheduleView: React.FC = ({ schedule, courses, c style={{ top: `${top}px`, height: `${height}px`, - backgroundColor: isMultipleExams ? 'rgba(219, 234, 254, 0.98)' : 'rgba(239, 246, 255, 0.95)', - borderColor: isMultipleExams ? '#3b82f6' : '#6366f1', + backgroundColor: isMultipleDifferentExams ? 'rgba(219, 234, 254, 0.98)' : (isSplitExam ? '#fff7ed' : 'rgba(239, 246, 255, 0.95)'), + borderColor: isMultipleDifferentExams ? '#3b82f6' : (isSplitExam ? '#f97316' : '#6366f1'), borderWidth: '1px', borderLeftWidth: '4px' }} onClick={() => handleTimeSlotClick(examsInSlot)} >
- {isMultipleExams ? ( - /* Multiple exams - show count and summary */ + {isMultipleDifferentExams ? ( + /* Multiple different courses at same time */ <>
@@ -383,26 +454,67 @@ export const ScheduleView: React.FC = ({ schedule, courses, c
) : ( - /* Single exam - show details directly */ + /* Single Course (Split or Normal) */ <> +
{course?.code}
-
- {course?.name} -
- {filterMode !== 'room' && ( -
- - {room?.name} -
+ {isSplitExam && ( + + {t('schedule.split', 'Split')} + )} - {filterMode === 'room' && ( -
- - {course?.enrolledStudents} -
+
+
+ {course?.name} +
+ +
+ {isSplitExam ? ( + // --- SPLIT EXAM DISPLAY --- + <> +
+ + {t('schedule.totalStudents', { count: firstExam.totalStudents })} +
+
+ {(firstExam.classroomList || []).slice(0, 2).map((cr, idx) => ( + + {classrooms.find(r => r.id === cr.name)?.name || cr.name} + ({cr.count} / {classrooms.find(r => r.id === cr.name)?.capacity || '?'}) + + ))} + {firstExam.classroomList && firstExam.classroomList.length > 2 && ( + + +{firstExam.classroomList.length - 2} {t('common.more')} + + )} +
+ + ) : ( + // --- NORMAL EXAM DISPLAY --- + <> + {filterMode !== 'room' && ( +
+ + {room?.name} + {firstExam.studentCount && room?.capacity ? ( + ({firstExam.studentCount} / {room.capacity}) + ) : firstExam.studentCount ? ( + ({firstExam.studentCount}) + ) : null} +
+ )} + {filterMode === 'room' && ( +
+ + {course?.enrolledStudents} +
+ )} + )} +
)}
@@ -426,4 +538,4 @@ export const ScheduleView: React.FC = ({ schedule, courses, c />
); -}; +}; \ No newline at end of file diff --git a/src/components/TimeSlotDetailModal.tsx b/src/components/TimeSlotDetailModal.tsx index c99581a..74987a7 100644 --- a/src/components/TimeSlotDetailModal.tsx +++ b/src/components/TimeSlotDetailModal.tsx @@ -1,12 +1,12 @@ import React from 'react'; import ReactDOM from 'react-dom'; import { useTranslation } from 'react-i18next'; -import { ExamSession, Course, Classroom } from '../types'; +import { DisplaySession, Course, Classroom } from '../types'; // Use DisplaySession interface TimeSlotDetailModalProps { isOpen: boolean; onClose: () => void; - exams: ExamSession[]; + exams: DisplaySession[]; // Changed from ExamSession[] courses: Course[]; classrooms: Classroom[]; timeSlot: { start: Date; end: Date } | null; @@ -40,29 +40,21 @@ export const TimeSlotDetailModal: React.FC = ({ }); }; - // Color palette for different classrooms - const classroomColors = [ - { bg: 'bg-ieu-50', border: 'border-ieu-400', text: 'text-ieu-600' }, - { bg: 'bg-emerald-50', border: 'border-emerald-400', text: 'text-emerald-700' }, - { bg: 'bg-amber-50', border: 'border-amber-400', text: 'text-amber-700' }, - { bg: 'bg-rose-50', border: 'border-rose-400', text: 'text-rose-700' }, - { bg: 'bg-purple-50', border: 'border-purple-400', text: 'text-purple-700' }, - { bg: 'bg-cyan-50', border: 'border-cyan-400', text: 'text-cyan-700' }, - { bg: 'bg-orange-50', border: 'border-orange-400', text: 'text-orange-700' }, - { bg: 'bg-teal-50', border: 'border-teal-400', text: 'text-teal-700' }, - ]; + // This creates a more visually distinct set of colors + const a = [ + { bg: 'bg-ieu-50', border: 'border-ieu-300', text: 'text-ieu-800' }, + { bg: 'bg-emerald-50', border: 'border-emerald-300', text: 'text-emerald-800' }, + { bg: 'bg-sky-50', border: 'border-sky-300', text: 'text-sky-800' }, + { bg: 'bg-amber-50', border: 'border-amber-300', text: 'text-amber-800' }, + { bg: 'bg-rose-50', border: 'border-rose-300', text: 'text-rose-800' }, + { bg: 'bg-purple-50', border: 'border-purple-300', text: 'text-purple-800' }, + { bg: 'bg-cyan-50', border: 'border-cyan-300', text: 'text-cyan-800' }, + { bg: 'bg-orange-50', border: 'border-orange-300', text: 'text-orange-800' }, + ] - // Map classrooms to colors - const classroomColorMap = new Map(); - const uniqueClassrooms = [...new Set(exams.map(e => e.classroomId))]; - uniqueClassrooms.forEach((classroomId, index) => { - classroomColorMap.set(classroomId, classroomColors[index % classroomColors.length]); - }); - - // Use Portal to render modal at document body level return ReactDOM.createPortal(
= ({
-

+

{t('schedule.timeSlotDetails')}

-

+

{formatDate(timeSlot.start)} -

-

+ | {formatTime(timeSlot.start)} - {formatTime(timeSlot.end)}

-
- - {t('schedule.multipleExams', { count: exams.length })} - -
{/* Exam List */}
{exams.map((exam, index) => { const course = courses.find(c => c.id === exam.courseId); - const classroom = classrooms.find(c => c.id === exam.classroomId); - const colorScheme = classroomColorMap.get(exam.classroomId) || classroomColors[0]; - + return (
-
-
-
- - {course?.code || exam.courseId} - - #{index + 1} -
-

- {course?.name || t('common.noData')} -

-
+ {/* Course Info Header */} +
+

+ {course?.code || exam.courseId} +

+

+ {course?.name || t('common.noData')} +

- -
- {/* Classroom */} -
- - - - - - {classroom?.name || exam.classroomId} - - {classroom && ( - - ({t('schedule.capacityShort', { capacity: classroom.capacity })}) - - )} -
- - {/* Enrolled Students */} -
- - - - - - - - {t('schedule.enrolledCount', { count: course?.enrolledStudents || 0 })} - -
+ + {/* Body (SPLIT LOGIC HERE) */} +
+ {exam.isSplit ? ( + // --- RENDER SPLIT EXAM --- +
+
+

+ {t('schedule.splitClassrooms')} +

+ + {t('schedule.enrolledCount', { count: exam.totalStudents || course?.enrolledStudents || 0 })} + +
+
+ {exam.classroomList?.map((cr, index) => { + const classroom = classrooms.find(c => c.id === cr.name); + return ( +
+
+ + {classroom?.name || cr.name} + ({t('schedule.capacityShort', { capacity: classroom?.capacity || 0 })}) +
+ + {t('schedule.studentCount', { count: cr.count })} + +
+ ) + })} +
+
+ ) : ( + // --- RENDER NORMAL EXAM --- +
+
+ + {classrooms.find(c=>c.id === exam.classroomId)?.name || exam.classroomId} +
+
+ + {t('schedule.enrolledCount', { count: exam.studentCount || course?.enrolledStudents || 0 })} +
+
+ )}
); @@ -166,13 +158,13 @@ export const TimeSlotDetailModal: React.FC = ({
, document.body ); -}; +}; \ No newline at end of file diff --git a/src/locales/en.json b/src/locales/en.json index e6120e7..54fd1dc 100644 --- a/src/locales/en.json +++ b/src/locales/en.json @@ -18,7 +18,8 @@ "previousWeek": "Previous Week", "nextWeek": "Next Week", "today": "Today", - "done": "Done" + "done": "Done", + "more": "more" }, "dashboard": { "title": "Dashboard", @@ -123,7 +124,11 @@ "multipleExams": "{{count}} Exams", "timeSlotDetails": "Time Slot Details", "clickForDetails": "Click for details", - "enrolledCount": "Enrolled: {{count}}" + "enrolledCount": "Enrolled: {{count}}", + "splitClassrooms": "Split Classrooms", + "split": "Split", + "totalStudents": "Total: {{count}}", + "studentCount": "Students: {{count}}" }, "settings": { "title": "Settings", diff --git a/src/locales/tr.json b/src/locales/tr.json index 540ef62..cce7c26 100644 --- a/src/locales/tr.json +++ b/src/locales/tr.json @@ -18,7 +18,8 @@ "previousWeek": "Önceki Hafta", "nextWeek": "Sonraki Hafta", "today": "Bugün", - "done": "Tamam" + "done": "Tamam", + "more": "daha fazla" }, "dashboard": { "title": "Panel", @@ -121,7 +122,11 @@ "multipleExams": "{{count}} Sınav", "timeSlotDetails": "Zaman Dilimi Detayları", "clickForDetails": "Detaylar için tıklayın", - "enrolledCount": "Kayıtlı: {{count}}" + "enrolledCount": "Kayıtlı: {{count}}", + "splitClassrooms": "Bölünmüş Derslikler", + "split": "Bölünmüş", + "totalStudents": "Toplam: {{count}}", + "studentCount": "Öğrenci: {{count}}" }, "settings": { "title": "Ayarlar", diff --git a/src/types/index.ts b/src/types/index.ts index d84c489..c470701 100644 --- a/src/types/index.ts +++ b/src/types/index.ts @@ -31,7 +31,7 @@ export interface Classroom { } export interface Student { - id: string; + id:string; name: string; email: string; enrolledCourses: string[]; // Array of Course IDs @@ -43,6 +43,7 @@ export interface ExamSession { classroomId: string; startTime: Date; endTime: Date; + studentCount?: number; } export interface DataContextType { @@ -50,3 +51,13 @@ export interface DataContextType { classrooms: Classroom[]; students: Student[]; } + +/** + * Represents an exam session that has been processed for UI display. + * It may be a single session or a combination of multiple sessions for a split exam. + */ +export interface DisplaySession extends ExamSession { + isSplit?: boolean; + classroomList?: { name: string; count: number }[]; // List of classrooms for a split exam + totalStudents?: number; +} \ No newline at end of file