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import os
import pickle
import pandas as pd
from flask import Flask, request, render_template, session
from datetime import datetime
from analytics import write_to_csv_departments,write_to_csv_teachers
from analytics import get_counts
from teacherdashboard import get_feedback_counts
app = Flask(__name__)
app.secret_key = 'hello-world-flask'
@app.route('/')
def index():
return render_template('index.html')
@app.route('/login', methods=['POST'])
def do_admin_login():
if request.form['password'] == 'admin' and request.form['username'] == 'admin':
session['logged_in'] = True
return root()
elif request.form['password'] == 'hod' and request.form['username'] == 'hod':
session['logged_in'] = True
return hoddashboard()
elif request.form['password'] == 'teacher1' and request.form['username'] == 'teacher1':
session['logged_in'] = True
return teacherdashboard(1)
elif request.form['password'] == 'teacher2' and request.form['username'] == 'teacher2':
session['logged_in'] = True
return teacherdashboard(2)
elif request.form['password'] == 'teacher3' and request.form['username'] == 'teacher3':
session['logged_in'] = True
return teacherdashboard(3)
elif request.form['password'] == 'teacher4' and request.form['username'] == 'teacher4':
session['logged_in'] = True
return teacherdashboard(4)
elif request.form['password'] == 'teacher5' and request.form['username'] == 'teacher5':
session['logged_in'] = True
return teacherdashboard(5)
elif request.form['password'] == 'teacher6' and request.form['username'] == 'teacher6':
session['logged_in'] = True
return teacherdashboard(6)
else :
return render_template('loginerror.html')
def teacherdashboard(teachernumber):
ttf, teachers_total_positive_feedbacks, teachers_total_negative_feedbacks, teachers_total_neutral_feedbacks, teachers_li = get_feedback_counts()
ttp, ttn, ttneu, tcp, tcn, tcneu, tep, ten, teneu, tlwp, tlwn, tlwneu, tlfp, tlfn, tlfneu, tecp, tecn, tecneu = teachers_li
ttp = int(round(ttp/ttf *100));ttn = int(round(ttn/ttf *100));ttneu = int(round(ttneu/ttf *100))
tcp = int(round(tcp / ttf * 100));tcn = int(round(tcn/ttf *100));tcneu = int(round(tcneu/ttf *100))
tep = int(round(tep / ttf * 100));ten = int(round(ten/ttf *100));teneu = int(round(teneu/ttf *100))
tlwp = int(round(tlwp / ttf * 100));tlwn = int(round(tlwn/ttf *100));tlwneu = int(round(tlwneu/ttf *100))
tlfp = int(round(tlfp / ttf * 100));tlfn = int(round(tlfn/ttf *100));tlfneu = int(round(tlfneu/ttf *100))
tecp = int(round(tecp / ttf * 100));tecn = int(round(tecn/ttf *100));tecneu = int(round(tecneu/ttf *100))
if teachernumber == 1:
return render_template('teacherdashboard.html',ttf=ttf,ttp=ttp, ttn=ttn, ttneu=ttneu)
elif teachernumber == 2:
return render_template('teacherdashboard.html',ttf=ttf,ttp=tcp, ttn=tcn, ttneu=tcneu)
elif teachernumber == 3:
return render_template('teacherdashboard.html',ttf=ttf,ttp=tep, ttn=ten, ttneu=teneu)
elif teachernumber == 4:
return render_template('teacherdashboard.html',ttf=ttf,ttp=tlwp, ttn=tlwn, ttneu=tlwneu)
elif teachernumber == 5:
return render_template('teacherdashboard.html',ttf=ttf,ttp=tlfp, ttn=tlfn, ttneu=tlfneu)
else:
return render_template('teacherdashboard.html',ttf=ttf,ttp=tecp, ttn=tecn, ttneu=tecneu)
@app.route('/login', methods=['GET'])
def login():
return render_template('login.html')
@app.route("/logout")
def logout():
session['logged_in'] = False
return render_template('index.html')
@app.route("/predict", methods=['POST'])
def predict():
teaching = request.form['teaching']
courseContent = request.form['coursecontent']
examination = request.form['examination']
labWork = request.form['labwork']
libraryFacilities = request.form['libraryfacilities']
extraCurricular = request.form['extracurricular']
teacher1 = request.form['teacher1']
teacher2 = request.form['teacher2']
teacher3 = request.form['teacher3']
teacher4 = request.form['teacher4']
teacher5 = request.form['teacher5']
teacher6 = request.form['teacher6']
model = pickle.load(open('SVM classifier.pkl', 'rb'))
teachingscore = model.predict(pd.array([teaching]))
courseContentscore = model.predict(pd.array([courseContent]))
examinationscore = model.predict(pd.array([examination]))
labWorkscore = model.predict(pd.array([labWork]))
libraryFacilitiesscore = model.predict(pd.array([libraryFacilities]))
extraCurricularscore = model.predict(pd.array([extraCurricular]))
time = datetime.now().strftime("%m/%d/%Y (%H:%M:%S)")
teacher1score = model.predict(pd.array([teacher1]))
teacher2score = model.predict(pd.array([teacher2]))
teacher3score = model.predict(pd.array([teacher3]))
teacher4score = model.predict(pd.array([teacher4]))
teacher5score = model.predict(pd.array([teacher5]))
teacher6score = model.predict(pd.array([teacher6]))
write_to_csv_departments(time,teachingscore[0],teaching,courseContentscore[0],courseContent,
examinationscore[0],examination,labWorkscore[0],labWork,libraryFacilitiesscore[0],
libraryFacilities,extraCurricularscore[0],extraCurricular)
write_to_csv_teachers(teacher1,teacher1score[0],teacher2,teacher2score[0],teacher3,teacher3score[0],
teacher4,teacher4score[0],teacher5,teacher5score[0],teacher6,teacher6score[0])
return render_template('thankyoupage.html')
@app.route('/admin')
def root():
if not session.get('logged_in'):
return render_template('login.html')
else:
total_feedbacks, total_positive_feedbacks, total_negative_feedbacks, total_neutral_feedbacks, li = get_counts()
tp,tn,tneu,cp,cn,cneu,ep,en,eneu,lwp,lwn,lwneu,lfp,lfn,lfneu,ecp,ecn,ecneu = li
teachers_total_feedbacks, teachers_total_positive_feedbacks, teachers_total_negative_feedbacks, teachers_total_neutral_feedbacks, teachers_li = get_feedback_counts()
ttp, ttn, ttneu, tcp, tcn, tcneu, tep, ten, teneu, tlwp, tlwn, tlwneu, tlfp, tlfn, tlfneu, tecp, tecn, tecneu = teachers_li
return render_template('admin.html',tf = total_feedbacks,tpf = total_positive_feedbacks,tnegf = total_negative_feedbacks, tneuf= total_neutral_feedbacks,
tp=tp,tn=tn,tneu=tneu,cp=cp,cn=cn,cneu=cneu,ep=ep,en=en,eneu=eneu,
lwp=lwp,lwn=lwn,lwneu=lwneu,lfp=lfp,lfn=lfn,lfneu=lfneu,ecp=ecp,
ecn=ecn,ecneu=ecneu,
ttf = teachers_total_feedbacks, ttpf = teachers_total_positive_feedbacks, ttnegf = teachers_total_negative_feedbacks,
ttneuf = teachers_total_neutral_feedbacks,ttp = ttp, ttn = ttn, ttneu = ttneu, tcp = tcp, tcn = tcn,
tcneu = tcneu, tep = tep, ten = ten, teneu = teneu,tlwp = tlwp, tlwn = tlwn,
tlwneu = tlwneu, tlfp = tlfp, tlfn = tlfn, tlfneu = tlfneu, tecp = tecp,tecn = tecn, tecneu = tecneu
)
@app.route("/hoddashboard")
def hoddashboard():
if not session.get('logged_in'):
return render_template('login.html')
else :
teachers_total_feedbacks, teachers_total_positive_feedbacks, teachers_total_negative_feedbacks, teachers_total_neutral_feedbacks, teachers_li = get_feedback_counts()
ttp, ttn, ttneu, tcp, tcn, tcneu, tep, ten, teneu, tlwp, tlwn, tlwneu, tlfp, tlfn, tlfneu, tecp, tecn, tecneu = teachers_li
return render_template('hoddashboard.html',
ttf=teachers_total_feedbacks, ttpf=teachers_total_positive_feedbacks,
ttnegf=teachers_total_negative_feedbacks,
ttneuf=teachers_total_neutral_feedbacks, ttp=ttp, ttn=ttn, ttneu=ttneu, tcp=tcp, tcn=tcn,
tcneu=tcneu, tep=tep, ten=ten, teneu=teneu, tlwp=tlwp, tlwn=tlwn,
tlwneu=tlwneu, tlfp=tlfp, tlfn=tlfn, tlfneu=tlfneu, tecp=tecp, tecn=tecn, tecneu=tecneu
)
@app.route("/displayteacherfeedbacks")
def displayteacherfeedbacks():
if not session.get('logged_in'):
return render_template('login.html')
else:
df1 = pd.read_csv('dataset/teacherdb.csv')
return render_template('teacherfeedbacks.html', tables=[df1.to_html(classes='data', header="true")])
@app.route("/display")
def display():
if not session.get('logged_in'):
return render_template('login.html')
else:
df = pd.read_csv('dataset/database.csv')
return render_template('feedbacks.html', tables=[df.to_html(classes='data', header="true")])
if __name__ == '__main__':
app.run() |