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main.py
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main.py
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# -*- coding: utf-8 -*-
"""
Created on Thu Nov 12 20:35:51 2020
@author: Anant
"""
import keras
import matplotlib.pyplot as plt
from builtins import str
from flask import Flask,render_template,request,redirect,url_for,flash,session,jsonify
#from flask_mysqldb import MySQL
import numpy as np
from forms import ResetForm,RegistrationForm,LoginForm,EmptyForm,ForgotForm,NewPassForm,ChangePassword,fileform
import os
from flask_wtf.file import FileField,FileAllowed
from passlib.hash import pbkdf2_sha256
import sms
import random
from datetime import datetime,date
from math import ceil,floor,factorial
import math
import json
from bezier import evaluate_bezier
from sc import autocorrect
from azure_api_call import get_text
model=keras.models.load_model("DL-part/Model/model_74k_140.h5")
app = Flask(__name__)
#=============================================================================
#MYSQL CONFIGURATION
app.config['SECRET_KEY'] = 'AjJ0lXaX5K9tai8QsUhwwQ'
app.secret_key='Nottobetold'
# app.config['UPLOAD_FOLDER']=PEOPLE_FOLDER
# app.config['CROP_IMG']=CROP_FOLDER
app.config['MYSQL_HOST'] = 'localhost'
app.config['MYSQL_USER'] = 'root'
app.config['MYSQL_PASSWORD'] = 'Anant@1707'
app.config['MYSQL_DB'] = 'hwr'
mysql=MySQL(app)
#HOMEPAGE
char_map=['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm',
'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z',
'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M',
'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z','0','1','2','3','4','5','6','7','8','9']
ii=np.array([i for i in range(62)])
def dataret(email):
cursor=mysql.connection.cursor()
cursor.execute("SELECT column_name FROM information_schema.columns WHERE table_name='userinfo'")
list1 = [a[0] for a in cursor.fetchall()]
cursor.execute(f"SELECT * FROM userinfo where email='{email}'")
dict1 = dict(zip(tuple(list1), cursor.fetchone()))
return dict1
def show_first(y,l):
result=""
for i in range(l):
if(y[i][0]>0.3):
result+=(char_map[int(y[i][1])]+" ")
return result
@app.route('/')
def home():
form=EmptyForm()
if(session.get('logged-in')):
return redirect(url_for('userhome'))
else:
return render_template('index.html',form=form)
@app.route('/userhome')
def userhome():
if(not session.get('logged-in')):
flash('LOGIN to continue','danger')
return redirect(url_for('login'))
form=EmptyForm()
return render_template('userhome.html',form=form,title="HOME")
@app.route('/RTHWR', methods=['GET','POST'])
def RTHWR():
if(not session.get('logged-in')):
flash('LOGIN first','danger')
return redirect(url_for('login'))
if(request.method=='POST'):
resi=request.get_json(force=True)
char_strokes=[]
prevmaxx=-1
prevminx=1300
# for a character
prev_stroke_set=[]
first=False
#for a sentence
line=[]
for stroke in resi:
lst=[]
for c in stroke:
lst.append([float(c['x']),float(c['y'])])
StrokeSet=np.array(lst)
minx = min(StrokeSet[:, 0])
maxx = max(StrokeSet[:, 0])
if((minx<prevmaxx and minx>prevminx ) or(maxx>prevminx and maxx<prevmaxx)or(minx<prevminx and maxx>prevmaxx) or (minx>prevminx and maxx<prevmaxx)or (minx<prevminx and maxx>prevmaxx)):
prev_stroke_set.append(StrokeSet)
prevmaxx=max(maxx,prevmaxx)
prevminx=min(minx,prevminx)
else:
first=True
diff=minx-prevmaxx-50
if(diff<0):
char_strokes.append(prev_stroke_set)
prev_stroke_set=[]
prev_stroke_set.append(StrokeSet)
prevmaxx=maxx
prevminx=minx
else:
char_strokes.append(prev_stroke_set)
prev_stroke_set=[]
prev_stroke_set.append(StrokeSet)
prevmaxx=maxx
prevminx=minx
line.append(char_strokes)
char_strokes=[]
char_strokes.append(np.array(prev_stroke_set))
line.append(char_strokes)
char_strokes=0
sentence=""
for char_strokes in line:
word=""
for res in char_strokes:
SS=[]
for stroke in res:
lst=stroke
SS.append(np.array(lst))
sum=0
sumi=0
length=[]
for i in SS:
length.append(len(i))
sum+=len(i)
for i in range(len(length)):
length[i]=int((length[i]/sum)*140)
sumi+=length[i]
sumi=sumi-length[-1]
length[-1]=140-sumi
# print(length)
for i in range(len(length)):
SS[i]= evaluate_bezier(SS[i],length[i])
lst=SS[0]
for i in range(len(length)-1):
lst=np.vstack((lst,SS[i+1]))
StrokeSet=lst
x,y=StrokeSet[:,0],StrokeSet[:,1]
minx = min(StrokeSet[:, 0])
miny = min(StrokeSet[:, 1])
maxx = max(StrokeSet[:, 0])
maxy = max(StrokeSet[:, 1])
StrokeSet[:, 0] = StrokeSet[:, 0] - minx
StrokeSet[:, 1] = StrokeSet[:, 1] - miny
StrokeSet[:, 0] = StrokeSet[:, 0] / (maxx-minx)
StrokeSet[:, 1] = StrokeSet[:, 1] / (maxy-miny)
# print(StrokeSet.shape)
StrokeSet=np.reshape(StrokeSet,(1,140,2))
char_map=['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm',
'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z',
'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M',
'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z','0','1','2','3','4','5','6','7','8','9']
# x,y=StrokeSet[:,0],StrokeSet[:,1]
# print("plotting started")
# plt.plot(x, y, 'r.')
# #plt.axis([0,1,1,0])
# plt.savefig('plot.png')
# plt.close()
# print("plotting done")
# # #print(StrokeSet)
y=model.predict(StrokeSet)
y=model.predict(StrokeSet)
y=np.array(y)
y=np.reshape(y,(62,))
# print(y[np.argmax(y)]*100)
word+=str(char_map[np.argmax(y)])
print(word)
sentence+=autocorrect(word)
sentence+=' '
return (sentence)
return render_template('splitup.html',title="Real Time Recognition")
@app.route('/WBO', methods=['GET','POST'])
def WBO():
if(not session.get('logged-in')):
flash('LOGIN first','danger')
return redirect(url_for('login'))
cursor=mysql.connection.cursor()
#saving
if request.method=='POST':
res=request.get_json(force=True)
foldername=session['email'].lower().split('@')
foldername=foldername[0]+foldername[1][:-4]
path=os.path.join(os.getcwd(),'static\\media\\wbd',foldername)
if(not os.path.exists(path)):
os.mkdir(path)
drawing=dict()
for i in range(len(res)-1):
drawing[f"stroke{i}"]=res[i]
filename=res[-1]['filename']
print(filename)
now=datetime.now()
noww=now.strftime("%Y-%m-%d %H:%M:%S")
with open(f'{path}/{filename}.json', 'w') as json_file:
json.dump(drawing, json_file,indent=4)
cursor.execute(f"select filename from wbd where filename='{filename}' and owned='{session['email'].lower()}'")
a=cursor.fetchone()
print(a)
if a is None:
cursor.execute(f"insert into wbd values('{session['email'].lower()}','{filename}','{noww}')")
else:
cursor.execute(f"update wbd set date_modified='{noww}' where owned='{session['email'].lower()}'")
mysql.connection.commit()
if(request.args.get('action')):
action=request.args.get('action')
if action=="create-new":
return render_template("whiteboard.html")
else:
filename=request.args.get('filename')
foldername=session['email'].split('@')
foldername=foldername[0]+foldername[1][:-4]
path=os.path.join(os.getcwd(),'static\\media\\wbd',foldername)
if(action=='delete'):
print(os.path.join(path,filename))
if(os.path.exists(os.path.join(path,f"{filename}.json"))):
os.remove(os.path.join(path,f"{filename}.json"))
cursor.execute(f"delete from wbd where owned='{session['email'].lower()}' and filename='{filename}'")
mysql.connection.commit()
return redirect(url_for('WBO'))
if(action=='open'):
with open(f"{path}/{filename}.json") as f:
data=json.load(f)
points=[]
for key,value in data.items():
stroke=value
points.append(stroke)
print(points)
return render_template('whiteboard.html',data=points)
cursor.execute(f"select * from wbd where owned='{session['email'].lower()}' order by date_modified desc")
a=cursor.fetchall()
#print(a)
foldername=session['email'].lower().split('@')
foldername=foldername[0]+foldername[1][:-4]
path=f"media/wbd/{foldername}"
return render_template('wbohead.html',form=EmptyForm(),title="Whiteboard",d=a,path=path)
@app.route('/uploadpdf', methods=['GET','POST'])
def uploadpdf():
form=fileform()
if(not session.get('logged-in')):
flash('LOGIN first','danger')
return redirect(url_for('login'))
if request.method=='POST':
file=request.files['pdfile']
output=get_text(file)
return render_template('output.html',output=output)
return render_template('uploadpdf.html',form=form,title="Convert from File")
@app.route('/register',methods=['GET','POST'])
def register():
session.pop('logged-in',False)
form=RegistrationForm()
if request.method=='POST':
if form.validate_on_submit():
cursor=mysql.connection.cursor()
result=request.form.to_dict()
result['email']=form.data['email'].lower()
regdata=[]
for key,value in result.items():
if(key=='submit' or key=='cpassword' or key=='csrf_token'):
continue
elif (key=='password'):
regdata.append(pbkdf2_sha256.hash(value))
elif(key!='type'):
regdata.append(value)
#fname,lname,phone,email,password
#print(f"INSERT INTO USERINFO VALUES {tuple(regdata)}")
try:
#print(f"INSERT INTO USERINFO VALUES {tuple(regdata)}")
cursor.execute(f"INSERT INTO USERINFO VALUES {tuple(regdata)}")
except:
flash('Some Error Occured,Try Again!','danger')
return redirect(url_for('register'))
mysql.connection.commit()
cursor.close()
session['log-in']='reg'
session['phone'] = result['phone']
flash("Verify Otp!","info")
return redirect(url_for('resetpass'))
else:
return render_template('register.html',form=form)
else:
return render_template('register.html', form=form)
@app.route('/login',methods=['GET','POST'])
def login():
session.pop('logged-in',False)
form=LoginForm()
if(request.method == 'POST'):
cursor=mysql.connection.cursor()
result=form.data
cursor.execute(f"Select passwordd from userinfo where lower(email)='{result['email'].lower()}'")
a=cursor.fetchone()
if a is None:
flash(f"NO ACCOUNT EXISTS WITH THIS USERNAME",'danger')
return redirect(url_for('register'))
else:
dict1 = dataret(result['email'].lower())
if pbkdf2_sha256.verify(result['password'], a[0]):
session['logged-in']=True
session['email']=result['email']
return redirect(url_for('userhome'))
else:
flash("Incorrect Password!","danger")
return render_template("login.html",form=form)
else:
return render_template('login.html',form=form)
@app.route('/forgot', methods=['GET', 'POST'])
def forgot():
session.pop('logged-in', False)
form=ForgotForm()
cursor = mysql.connection.cursor()
if request.method == 'POST':
phone=form.data['phone']
cursor.execute(f"select email from userinfo where phone = '{phone}' ")
a=cursor.fetchone()
if(a == None):
flash("You are not registered!!,REGISTER NOW", 'danger')
return redirect(url_for('register'))
else:
session['phone'] = phone
session['logged-in']=False
session['email']=a[0]
return redirect(url_for('resetpass'))
return render_template('forgot.html',form=form)
@app.route('/reset', methods=['GET', 'POST'])
def resetpass():
if(not session.get('phone')):
flash('Restricted','danger')
return redirect(url_for('login'))
form= ResetForm()
if request.method == 'POST':
ootp = form.data['otp']
if ootp == session['otp']:
if(session.get('log-in')=='reg'):
mysql.connection.commit()
session.pop('log-in', None)
session.pop('phone', None)
return redirect(url_for('login'))
return redirect(url_for('newpass'))
else:
flash('INVALID OTP', 'danger')
return redirect(url_for('resetpass'))
otp1 = str(random.randrange(100000, 999999))
print(otp1)
URL = 'https://www.way2sms.com/api/v1/sendCampaign'
session['otp']=otp1
phone=session['phone']
#resp=sms.sendPostRequest(URL, 'C23FTIDPYUYZVP7UV238S0QC1POBFWMR', 'N1AY9Q2S52NHUADE', 'stage', phone, '9781396442', f"Your OTP (One Time Password) to change your password is: {otp1} Do not share this with anyone! Team college+")
#print(resp.text)
return render_template('verifyotp.html',form=form)
@app.route('/changepass',methods=['GET','POST'])
def changepass():
if (not session.get('logged-in')):
flash('LOGIN TO CONTINUE', 'danger')
return redirect(url_for('logout'))
form=ChangePassword()
if request.method=='POST':
if form.is_submitted():
oldp=form.oldpassword.data
dict1=dataret(session['email'])
if pbkdf2_sha256.verify(oldp,dict1['passwordd']):
cursor=mysql.connection.cursor()
newpassworda=pbkdf2_sha256.hash(form.password.data)
cursor.execute(f" UPDATE userinfo set passwordd = '{newpassworda}' where email='{session['email']}' ")
mysql.connection.commit()
flash('Update successfull', 'success')
return redirect(url_for('userhome'))
else:
flash('Enter Correct old password', 'danger')
return redirect(url_for('changepass'))
return render_template('newpass.html',form=form,title="Change Password")
@app.route('/newpass', methods=['GET', 'POST'])
def newpass():
form=NewPassForm()
cursor = mysql.connection.cursor()
if request.method == 'POST':
newpassword = form.data['password']
confirmnewpassword = form.data['cpassword']
if (newpassword == confirmnewpassword):
newpassworda = pbkdf2_sha256.hash(newpassword)
cursor.execute(f" UPDATE userinfo set passwordd = '{newpassworda}' where email = '{session['email']}' ")
mysql.connection.commit()
session['logged-in']=True
return redirect(url_for('home'))
else:
flash("passwords didnt match", 'danger')
return redirect(url_for('newpass'))
return render_template('newpass.html', form=form)
@app.route('/logout', methods=['GET', 'POST'])
def logout():
session.pop('email', None)
session.pop('logged-in', False)
session.pop('phone', None)
return redirect(url_for('login'))
if __name__ == '__main__':
app.run(host='127.0.0.1', port=5000, debug=True)