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app.py
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716 lines (585 loc) · 30.1 KB
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from flask import Flask, render_template, request, redirect, session, url_for, flash
import sqlite3
from datetime import datetime
import time
app = Flask(__name__)
app.secret_key = 'your_secret_key' # Required for flash messages
# SQLite Database connection function with context manager
def get_db_connection():
"""Establishes and returns a connection to the SQLite database."""
try:
conn = sqlite3.connect('university_schedule.db')
conn.row_factory = sqlite3.Row # Allows rows to behave like dictionaries
return conn
except sqlite3.Error as e:
print(f"Database connection error: {e}")
flash(f"Database error: {e}", "danger")
return None
# Validate course start and end times
def validate_times(class_start_time, class_end_time):
"""Validates start time and end time of the course."""
try:
start_time = datetime.strptime(class_start_time, '%H:%M')
end_time = datetime.strptime(class_end_time, '%H:%M')
if start_time >= end_time:
return "End time must be after start time."
return None
except ValueError:
return "Invalid time format. Please use HH:MM format."
# Helper function to check for conflicts in scheduling.
def check_schedule_conflict(conn, teacher_name, day_of_week, start_time, end_time, room):
"""Check scheduling conflicts for teacher, room, slot overlaps, and days."""
cursor = conn.cursor()
# SQL query to check for conflicts based on combinations of criteria
cursor.execute("""
SELECT * FROM course_schedule WHERE
(
-- Case 1: Teacher conflict
(teacher_name = ? AND day_of_week = ? AND
((class_start_time < ? AND class_end_time > ?) OR -- New course starts before existing course ends
(class_start_time < ? AND class_end_time > ?))) -- New course ends after existing course starts
)
OR
(
-- Case 2: Room conflict (same room, same day, overlapping time)
(room = ? AND day_of_week = ? AND
((class_start_time < ? AND class_end_time > ?) OR -- New course starts before existing course ends
(class_start_time < ? AND class_end_time > ?))) -- New course ends after existing course starts
)
""", (teacher_name, day_of_week, start_time, start_time, end_time, end_time,
room, day_of_week, start_time, start_time, end_time, end_time))
conflicts = cursor.fetchall()
return conflicts
# Resolve Conflicts through Both Greedy and Backtracking
@app.route('/resolve_conflicts', methods=['POST'])
def resolve_conflicts():
selected_courses_ids = session.get('selected_courses', [])
app.logger.debug(f"Selected courses IDs from session: {selected_courses_ids}")
# Check if any courses are selected
if not selected_courses_ids:
flash("No courses selected yet.", "info")
return redirect(url_for('course_schedule'))
try:
# Measure execution time for Greedy algorithm
start_time = time.perf_counter()
greedy_result = resolve_conflicts_greedy(selected_courses_ids)
greedy_execution_time = time.perf_counter() - start_time
# Measure execution time for Backtracking algorithm
start_time = time.perf_counter()
backtracking_result = resolve_conflicts_backtracking(selected_courses_ids)
backtracking_execution_time = time.perf_counter() - start_time
# Handle error in backtracking result
if not isinstance(backtracking_result, dict):
backtracking_result = {'resolved_courses': [], 'unresolved_courses': [], 'error_message': "Error resolving conflicts using backtracking."}
# Set backtracking messages
backtracking_result['resolved_message'] = "Conflicts resolved by backtracking." if backtracking_result['resolved_courses'] else "Backtracking couldn't resolve conflicts."
backtracking_result['unresolved_message'] = "No unresolved conflicts after backtracking." if not backtracking_result['unresolved_courses'] else "Unresolved conflicts after backtracking."
# Handle error in greedy result
if 'resolved_courses' not in greedy_result:
greedy_result = {'resolved_courses': [], 'unresolved_courses': [], 'error_message': "Error resolving conflicts using the greedy algorithm."}
# Set greedy messages
greedy_result['resolved_message'] = "Conflicts resolved by greedy algorithm." if greedy_result['resolved_courses'] else "Greedy couldn't resolve conflicts."
greedy_result['unresolved_message'] = "No unresolved conflicts after greedy algorithm." if not greedy_result['unresolved_courses'] else "Unresolved conflicts after greedy algorithm."
# Determine which algorithm performed better
best_algorithm = determine_best_algorithm(greedy_result, backtracking_result, greedy_execution_time, backtracking_execution_time)
except Exception as e:
app.logger.error(f"Error during conflict resolution: {str(e)}")
flash(f"An error occurred: {str(e)}", "danger")
return redirect(url_for('course_schedule'))
# Return results to the template, do not pass `comparison` here
return render_template('resolve_conflicts.html',
greedy_result=greedy_result,
backtracking_result=backtracking_result,
greedy_execution_time=greedy_execution_time,
backtracking_execution_time=backtracking_execution_time,
best_algorithm=best_algorithm)
@app.route('/compare_algorithms', methods=['POST'])
def compare_algorithms():
selected_courses_ids = session.get('selected_courses', [])
if not selected_courses_ids:
flash("No courses selected.", "info")
return redirect(url_for('course_schedule'))
try:
# Measure execution time for Greedy algorithm
start_time = time.perf_counter()
greedy_result = resolve_conflicts_greedy(selected_courses_ids)
greedy_execution_time = time.perf_counter() - start_time
# Measure execution time for Backtracking algorithm
start_time = time.perf_counter()
backtracking_result = resolve_conflicts_backtracking(selected_courses_ids)
backtracking_execution_time = time.perf_counter() - start_time
# Complexity analysis for both algorithms
comparison = generate_comparison_data(greedy_result, backtracking_result, greedy_execution_time, backtracking_execution_time)
# Determine which algorithm is the best
best_algorithm = determine_best_algorithm(greedy_result, backtracking_result, greedy_execution_time, backtracking_execution_time)
return render_template('compare_algorithms.html',
comparison=comparison,
best_algorithm=best_algorithm)
except Exception as e:
app.logger.error(f"Error during algorithm comparison: {str(e)}")
flash(f"An error occurred: {str(e)}", "danger")
return redirect(url_for('course_schedule'))
def generate_comparison_data(greedy_result, backtracking_result, greedy_execution_time, backtracking_execution_time):
"""Generate the comparison data including complexity analysis for both algorithms."""
return {
"metrics": {
"greedy": {
"resolved": len(greedy_result['resolved_courses']),
"unresolved": len(greedy_result['unresolved_courses']),
"execution_time": greedy_execution_time,
"best_case": "O(n)",
"worst_case": "O(n * m)",
"average_case": "O(n log n)"
},
"backtracking": {
"resolved": len(backtracking_result['resolved_courses']),
"unresolved": len(backtracking_result['unresolved_courses']),
"execution_time": backtracking_execution_time,
"best_case": "O(n)",
"worst_case": "O(n!)",
"average_case": "O(n * m^n)"
}
},
"results": {
"greedy": greedy_result,
"backtracking": backtracking_result
}
}
def determine_best_algorithm(greedy_result, backtracking_result, greedy_execution_time, backtracking_execution_time):
"""Determine the best algorithm based on resolved courses, unresolved courses, and execution time."""
# Compare the number of resolved courses and execution time
if len(greedy_result['resolved_courses']) > len(backtracking_result['resolved_courses']) and greedy_execution_time < backtracking_execution_time:
return "Greedy Algorithm"
elif len(backtracking_result['resolved_courses']) > len(greedy_result['resolved_courses']) and backtracking_execution_time < greedy_execution_time:
return "Backtracking Algorithm"
elif len(greedy_result['resolved_courses']) == len(backtracking_result['resolved_courses']):
# If both algorithms resolved the same number of courses, compare execution times
if greedy_execution_time < backtracking_execution_time:
return "Greedy Algorithm"
elif backtracking_execution_time < greedy_execution_time:
return "Backtracking Algorithm"
else:
return "Both algorithms have similar execution time and resolved the same number of courses."
else:
return "Both algorithms have similar results"
def resolve_conflicts_backtracking(selected_courses_ids):
with get_db_connection() as conn:
cursor = conn.cursor()
query = "SELECT id, teacher_name, course_title, day_of_week, class_start_time, class_end_time, room FROM course_schedule WHERE id IN ({})".format(
','.join('?' for _ in selected_courses_ids)
)
cursor.execute(query, tuple(selected_courses_ids))
selected_courses = cursor.fetchall()
# Convert sqlite3.Row objects to dictionaries
selected_courses = [dict(course) for course in selected_courses]
# Sort courses by day and start time
selected_courses.sort(key=lambda x: (x['day_of_week'], x['class_start_time']))
# Initialize containers
assigned_courses = []
available_times = {}
unresolved_courses_with_conflicts = []
# Resolve conflicts using backtracking
backtrack(selected_courses, 0, assigned_courses, available_times, unresolved_courses_with_conflicts)
return {
'resolved_courses': assigned_courses,
'unresolved_courses': unresolved_courses_with_conflicts,
}
def can_assign_course(course, day_schedule):
room = course['room']
start_time = course['class_start_time']
end_time = course['class_end_time']
# Check if the room exists in the day's schedule
if room not in day_schedule:
return True
# Check for conflicts in the same room
for assigned in day_schedule[room]:
if not (end_time <= assigned['class_start_time'] or start_time >= assigned['class_end_time']):
return False
return True
def assign_course(course, day_schedule):
room = course['room']
if room not in day_schedule:
day_schedule[room] = []
day_schedule[room].append(course)
def unassign_course(course, day_schedule):
room = course['room']
if room in day_schedule:
day_schedule[room].remove(course)
def backtrack(courses, index, assigned_courses, available_times, unresolved_courses):
if index >= len(courses): # Base case: All courses processed
return True
course = courses[index]
day = course['day_of_week']
original_room = course['room']
start_time = course['class_start_time']
end_time = course['class_end_time']
# Ensure the day's schedule is initialized
if day not in available_times:
available_times[day] = {}
# Try each available room
for room in ["Room 1", "Room 2", "Room 3", "Room 4", "Room 5"]:
course['room'] = room
# Check if the course fits in the current room
if can_assign_course(course, available_times[day]):
assign_course(course, available_times[day])
assigned_courses.append(course.copy()) # Add course to resolved list
# Recursively assign the next course
if backtrack(courses, index + 1, assigned_courses, available_times, unresolved_courses):
return True
# Backtrack: Remove assignment
unassign_course(course, available_times[day])
assigned_courses.pop()
# Try shifting the course to a later time slot
max_end_time = 18 # Assuming courses must end by 6:00 PM
for shift in range(1, max_end_time - start_time + 1):
shifted_start_time = start_time + shift
shifted_end_time = end_time + shift
if shifted_end_time > max_end_time:
break
course['class_start_time'] = shifted_start_time
course['class_end_time'] = shifted_end_time
course['room'] = original_room # Reset room to original for this time shift
# Check all rooms again with the shifted time
for room in ["Room 1", "Room 2", "Room 3", "Room 4", "Room 5"]:
course['room'] = room
if can_assign_course(course, available_times[day]):
assign_course(course, available_times[day])
assigned_courses.append(course.copy())
if backtrack(courses, index + 1, assigned_courses, available_times, unresolved_courses):
return True
# Backtrack
unassign_course(course, available_times[day])
assigned_courses.pop()
# If no room or time works, mark as unresolved
unresolved_courses.append({
'course': course.copy(),
'conflict_info': f"Unable to find a room or time slot for {course['course_title']} on {day}."
})
return False
# Greedy Algorithm: Resolves conflicts by selecting the first available room/time slot.
def resolve_conflicts_greedy(selected_courses_ids):
with get_db_connection() as conn:
cursor = conn.cursor()
# Prepare and execute the query with placeholders
query = """
SELECT id, teacher_name, course_title, day_of_week, class_start_time, class_end_time, room
FROM course_schedule
WHERE id IN ({})
""".format(','.join(['?'] * len(selected_courses_ids)))
cursor.execute(query, tuple(selected_courses_ids))
selected_courses = cursor.fetchall()
# Map weekdays to numeric values for sorting and comparison
DAY_MAP = {
'Monday': 1,
'Tuesday': 2,
'Wednesday': 3,
'Thursday': 4,
'Friday': 5,
'Saturday': 6,
'Sunday': 7
}
# Sort courses by day and start time
selected_courses.sort(key=lambda x: (DAY_MAP[x[3]], x[4]))
resolved_courses = []
unresolved_courses = []
# Room availability tracking
room_availability = {day: {room: [] for room in range(1, 6)} for day in range(1, 8)}
# Iterate over each course to check for conflicts and assign rooms
for course in selected_courses:
course_id, teacher_name, course_title, day_of_week, start_time, end_time, room = course
day_numeric = DAY_MAP[day_of_week]
conflict = False
# Check current room availability for conflicts
for existing_start, existing_end in room_availability[day_numeric][room]:
if not (end_time <= existing_start or start_time >= existing_end): # Time overlap conflict
conflict = True
break
if conflict:
# Try to find an alternative room
alternative_room_found = False
for alt_room in room_availability[day_numeric]:
if alt_room != room: # Skip the original room
for existing_start, existing_end in room_availability[day_numeric][alt_room]:
if not (end_time <= existing_start or start_time >= existing_end):
break
else:
# Assign to the alternative room if no conflict is found
room_availability[day_numeric][alt_room].append((start_time, end_time))
resolved_courses.append({
'id': course_id,
'course_title': course_title,
'teacher_name': teacher_name,
'day_of_week': day_of_week,
'class_start_time': start_time,
'class_end_time': end_time,
'room': alt_room
})
alternative_room_found = True
break
if not alternative_room_found:
# Record the course as unresolved if no alternative room is found
unresolved_courses.append({
'id': course_id,
'course_title': course_title,
'teacher_name': teacher_name,
'day_of_week': day_of_week,
'class_start_time': start_time,
'class_end_time': end_time,
'room': room,
'conflict': "No available room for this time slot"
})
else:
# No conflict; assign to the original room
room_availability[day_numeric][room].append((start_time, end_time))
resolved_courses.append({
'id': course_id,
'course_title': course_title,
'teacher_name': teacher_name,
'day_of_week': day_of_week,
'class_start_time': start_time,
'class_end_time': end_time,
'room': room
})
# Return the result dictionary
return {
'resolved_courses': resolved_courses,
'unresolved_courses': unresolved_courses
}
@app.route('/', methods=['GET'])
def index():
with get_db_connection() as conn:
cursor = conn.cursor()
cursor.execute("SELECT * FROM course_schedule")
courses = cursor.fetchall()
return render_template('base.html', courses=courses)
# Route to display the course schedule
@app.route('/courses', methods=['GET', 'POST'])
def course_list():
try:
# Retrieve filter parameters from the request
teacher_name = request.args.get('teacher_name', '').strip()
course_code = request.args.get('course_code', '').strip()
day_of_week = request.args.get('day_of_week', '').strip()
# Build the query dynamically based on filters
query = "SELECT * FROM course_schedule WHERE 1=1"
params = []
if teacher_name:
query += " AND teacher_name LIKE ?"
params.append(f"%{teacher_name}%")
if course_code:
query += " AND course_code LIKE ?"
params.append(f"%{course_code}%")
if day_of_week:
query += " AND day_of_week LIKE ?"
params.append(f"%{day_of_week}%")
# Fetch the courses from the database based on the filter
with get_db_connection() as conn:
if conn:
cursor = conn.cursor()
cursor.execute(query, tuple(params))
courses = cursor.fetchall()
else:
raise sqlite3.Error("Failed to connect to the database")
# If no courses are found, display a message
if not courses:
flash("No courses found with the selected filters.", "info")
return render_template('index.html', courses=courses)
except sqlite3.Error as e:
flash(f"Error fetching course data: {e}", "danger")
return render_template('index.html', courses=[])
# Route For Course Selected
@app.route('/course_schedule', methods=['GET', 'POST'])
def course_schedule():
try:
# Fetch selected course IDs from the session
selected_courses_ids = session.get('selected_courses', [])
# Check if any courses were selected
if not selected_courses_ids:
flash("No courses selected yet.", "info")
return render_template('course_schedule.html', grouped_courses_by_day={}, selected_courses=[], conflicts={})
# Connect to the database and get course details
with get_db_connection() as conn:
cursor = conn.cursor()
query = "SELECT id, teacher_name, course_title, day_of_week, class_start_time, class_end_time, room FROM course_schedule WHERE id IN ({})".format(
','.join('?' for _ in selected_courses_ids)
)
cursor.execute(query, tuple(selected_courses_ids))
selected_courses = cursor.fetchall()
# Group courses by day for better organization
grouped_courses_by_day = {}
for course in selected_courses:
day = course[3] # 'day_of_week'
if day not in grouped_courses_by_day:
grouped_courses_by_day[day] = []
grouped_courses_by_day[day].append(course)
# Initialize an empty dict to store conflicts
conflicts = {}
# Check for conflicts
for day, courses in grouped_courses_by_day.items():
day_conflicts = []
for i, course in enumerate(courses):
for j, other_course in enumerate(courses):
if i >= j:
continue
# Check for time and room conflicts
if (course[4] < other_course[5] and course[5] > other_course[4]): # Time overlap
if course[6] == other_course[6]: # Room conflict only if they are in the same room
conflict_details = {
'course_name': course[2],
'teacher_name': course[1],
'conflicting_course_name': other_course[2],
'conflicting_teacher_name': other_course[1],
'conflicting_start_time': other_course[4],
'conflicting_end_time': other_course[5],
'conflicting_room': other_course[6],
}
day_conflicts.append(conflict_details)
if day_conflicts:
conflicts[day] = day_conflicts
return render_template('course_schedule.html', grouped_courses_by_day=grouped_courses_by_day, selected_courses=selected_courses, conflicts=conflicts)
except sqlite3.Error as e:
flash(f"Error fetching selected courses: {e}", "danger")
return render_template('course_schedule.html', grouped_courses_by_day={}, selected_courses=[], conflicts={})
except Exception as e:
flash(f"An unexpected error occurred: {e}", "danger")
return render_template('course_schedule.html', grouped_courses_by_day={}, selected_courses=[], conflicts={})
# Route to select courses
@app.route('/select_courses', methods=['GET', 'POST'])
def select_courses():
try:
# Fetch all available courses with teacher information
with get_db_connection() as conn:
if conn:
cursor = conn.cursor()
cursor.execute("""
SELECT id, teacher_name, course_code , course_title, day_of_week, class_start_time, class_end_time
FROM course_schedule
""")
courses = cursor.fetchall()
else:
raise sqlite3.Error("Failed to connect to the database")
# Get the list of selected courses from the session, defaulting to an empty list if none
selected_courses = session.get('selected_courses', [])
if request.method == 'POST':
# Get the list of selected courses from the form (checkboxes)
selected_courses = request.form.getlist('courses')
# Ensure the user selects no more than 6 courses
if len(selected_courses) > 6:
flash("You can only select up to 6 courses.", "warning")
return redirect(url_for('select_courses')) # Redirect back to the same page
if len(selected_courses) == 0:
flash("Please select at least one course.", "warning")
return redirect(url_for('select_courses'))
# Store the selected courses in the session for persistence
session['selected_courses'] = selected_courses
flash("Courses successfully selected!", "success")
return redirect(url_for('course_schedule')) # Redirect to the course schedule page
# Pass the selected_courses to the template
return render_template('select_courses.html', courses=courses, selected_courses=selected_courses)
except sqlite3.Error as e:
flash(f"Database error: {e}", "danger")
return render_template('select_courses.html', courses=[], selected_courses=[])
# Route to add a new course
@app.route('/add', methods=['GET', 'POST'])
def add_course():
if request.method == 'POST':
try:
# Get form data
teacher_name = request.form['teacher_name'].strip()
course_code = request.form['course_code'].strip()
course_title = request.form['course_title'].strip()
day_of_week = request.form['day_of_week'].strip()
class_start_time = request.form['class_start_time'].strip()
class_end_time = request.form['class_end_time'].strip()
room = request.form['room'].strip()
# Validate form fields
if not all([teacher_name, course_code, course_title, day_of_week, class_start_time, class_end_time, room]):
flash("All fields are required.", "warning")
return render_template('add_course.html')
# Validate start time and end time
time_validation_message = validate_times(class_start_time, class_end_time)
if time_validation_message:
flash(time_validation_message, "warning")
return render_template('add_course.html')
# Check for scheduling conflicts
with get_db_connection() as conn:
cursor = conn.cursor()
cursor.execute("""
SELECT * FROM course_schedule
WHERE (teacher_name = ? AND day_of_week = ? AND
((class_start_time < ? AND class_end_time > ?) OR
(class_start_time < ? AND class_end_time > ?)))
OR (room = ? AND day_of_week = ? AND
((class_start_time < ? AND class_end_time > ?) OR
(class_start_time < ? AND class_end_time > ?)))
""", (teacher_name, day_of_week, class_start_time, class_start_time, class_end_time, class_end_time,
room, day_of_week, class_start_time, class_start_time, class_end_time, class_end_time))
existing_courses = cursor.fetchall()
if existing_courses:
flash("Course conflicts with an existing course.", "danger")
return render_template('add_course.html')
# Insert new course
cursor.execute("""
INSERT INTO course_schedule
(teacher_name, course_code, course_title, day_of_week, class_start_time, class_end_time, room)
VALUES (?, ?, ?, ?, ?, ?, ?)
""", (teacher_name, course_code, course_title, day_of_week, class_start_time, class_end_time, room))
conn.commit()
flash("Course added successfully!", "success")
return redirect(url_for('index')) # Redirect to the home page
except sqlite3.Error as e:
flash(f"Error adding course: {e}", "danger")
return render_template('add_course.html')
# Route to edit a course
@app.route('/edit/<int:id>', methods=['GET', 'POST'])
def edit_course(id):
try:
with get_db_connection() as conn:
if conn:
cursor = conn.cursor()
cursor.execute("SELECT * FROM course_schedule WHERE id = ?", (id,))
course = cursor.fetchone()
if course is None:
flash("Course not found.", "danger")
return redirect(url_for('course_list'))
if request.method == 'POST':
teacher_name = request.form['teacher_name']
course_code = request.form['course_code']
course_title = request.form['course_title']
day_of_week = request.form['day_of_week']
class_start_time = request.form['class_start_time']
class_end_time = request.form['class_end_time']
room = request.form['room']
cursor.execute("""
UPDATE course_schedule
SET teacher_name = ?, course_code = ?, course_title = ?,
day_of_week = ?, class_start_time = ?, class_end_time = ?, room = ?
WHERE id = ?""", (teacher_name, course_code, course_title, day_of_week,
class_start_time, class_end_time, room, id))
conn.commit()
flash("Course updated successfully.", "success")
return redirect(url_for('course_list'))
else:
return render_template('edit_course.html', course=course)
else:
raise sqlite3.Error("Failed to connect to the database")
except sqlite3.Error as e:
flash(f"Error updating course: {e}", "danger")
return redirect(url_for('course_list'))
# Route to delete a course
@app.route('/delete/<int:id>', methods=['GET',])
def delete_course(id):
try:
with get_db_connection() as conn:
if conn:
cursor = conn.cursor()
cursor.execute("DELETE FROM course_schedule WHERE id = ?", (id,))
conn.commit()
flash("Course deleted successfully.", "success")
return redirect(url_for('course_list'))
except sqlite3.Error as e:
flash(f"Error deleting course: {e}", "danger")
return redirect(url_for('course_list'))
# Start the Flask application
if __name__ == '__main__':
app.run(debug=True)