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mainuidesign.py
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mainuidesign.py
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# -*- coding: utf-8 -*-
"""
Created on Mon Jan 7 13:11:21 2019
@author: SRIVIGNESH
"""
from pandas import read_csv
from pandas import datetime
from matplotlib import pyplot
import matplotlib.pyplot as plt
from statsmodels.tsa.arima_model import ARIMA
from tkinter import *
from tkinter import ttk
from tkinter import messagebox as ms
from collections import OrderedDict
from dateutil import relativedelta
from PIL import ImageTk, Image
import os
import statsmodels.api as sm
series = read_csv('petrol&dieselfinaldata.csv',header=0)
def arimaForecast(data,od):
model = ARIMA(data, order=(od[0],od[1],od[2]))
model_fit = model.fit(disp=0)
#print(model_fit.summary())
forecast1=[]
forecast1=model_fit.forecast(steps=30)[0]
return(forecast1)
predict=[]
order=[0,2,2]
predict.append(arimaForecast(series['DELHI (P)'],order))
order=[1,1,1]
predict.append(arimaForecast(series['MUMBAI(P)'],order))
order=[2,2,1]
predict.append(arimaForecast(series['CHENNAI(P)'],order))
order=[0,2,1]
predict.append(arimaForecast(series['KOLKATA(P)'],order))
order=[0,2,2]
predict.append(arimaForecast(series['DELHI(D)'],order))
order=[3,2,2]
predict.append(arimaForecast(series['MUMBAI(D)'],order))
order=[0,2,2]
predict.append(arimaForecast(series['CHENNAI(D)'],order))
order=[0,2,1]
predict.append(arimaForecast(series['KOLKATA(D)'],order))
series = read_csv('Fuel_prices_IEA.csv',header=0)
def lineartrend(x,y):
results = sm.OLS(y, x).fit()
#print(results.summary())
return(results)
globalpredict=[]
globalpredict.append(lineartrend(series['Changes petrol'],series['France(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['Germany(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['Italy(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['Spain(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['UK(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['Japan(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['Canada(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['USA(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['India(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['France(d)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['Germany(d)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['Italy(d)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['Spain(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['UK(p)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['Japan(d)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['Canada(d)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['USA(d)']))
globalpredict.append(lineartrend(series['Changes petrol'],series['India(d)']))
series1 = read_csv('avg.csv',header=0)
xcrude=series1[['Changes','INDIA( CRUDE OIL)']]
y=[]
y.append(series1['DELHI (P)'])
y.append(series1['MUMBAI(P)'])
y.append(series1['CHENNAI(P)'])
y.append(series1['KOLKATA(P)'])
y.append(series1['DELHI(D)'])
y.append(series1['MUMBAI(D)'])
y.append(series1['CHENNAI(D)'])
y.append(series1['KOLKATA(D)'])
def reg_m(y, x):
X = sm.add_constant(x)
results = sm.OLS(y, X).fit()
#predict= results.predict(X)
#print(predict)
return results
def predict_mult(c,x_new1,x_new2):
x_new=[x_new1]
Y=[x_new2]
const=[1]
pred=pd.DataFrame({'const':const,
'X':x_new,
'Y':Y})
D=pred[['const','X','Y']]
d=c.predict(D)
return float(d)
#print(globalpredict[0].predict(x))
class design:
def __init__(self,master):
self.master=master
self.crudeval= StringVar()
self.crudeval1=StringVar()
self.username = StringVar()
self.password = StringVar()
self.first=None
self.second=None
self.third=None
self.fourth=None
self.StartUpDateTime = datetime.now()
self.DefaultYear = self.StartUpDateTime.year
self.DefaultMonthNumber = self.StartUpDateTime.month
self.DefaultDayOfMonth = self.StartUpDateTime.day
self.YearAndMonthLengths = [ 365,31, 28, 31, 30, 31, 30, 31, 31, 30, 31, 30, 31 ]
self.EnglishMonthNames = ( 'Entire Year','January','February', 'March',
'April', 'May', 'June', 'July', 'August', 'September',
'October', 'November', 'December' )
self.Month_Names = self.EnglishMonthNames
self.DaysInMonth = OrderedDict()
for i in range( 0, len( self.Month_Names ) ):
self.DaysInMonth[ self.Month_Names[ i ] ] = self.YearAndMonthLengths[ i ]
self.DefaultMonthName = self.Month_Names[ self.DefaultMonthNumber ]
self.DefaultMonthLength = self.DaysInMonth[ self.DefaultMonthName ]
# Initialize the Spinbox interface variables to todays date
self.SelectedYear = IntVar( value = self.DefaultYear )
self.SelectedMonthName = StringVar( value = self.DefaultMonthName )
self.SelectedMonthLength = IntVar( value = self.DefaultMonthLength )
self.SelectedDay = IntVar( value = self.DefaultDayOfMonth )
self.SelectedYear1 = IntVar( value = self.DefaultYear )
self.SelectedMonthName1 = StringVar( value = self.DefaultMonthName )
self.SelectedMonthLength1 = IntVar( value = self.DefaultMonthLength )
self.SelectedDay1 = IntVar( value = self.DefaultDayOfMonth )
self.SelectedYear2 = IntVar( )
self.SelectedMonthName2 = StringVar( value = self.DefaultMonthName )
self.SelectedMonthLength2 = IntVar( value = self.DefaultMonthLength )
self.SelectedDay2 = IntVar( value = self.DefaultDayOfMonth )
self.SelectedYear3 = IntVar( )
self.SelectedMonthName3 = StringVar( value = self.DefaultMonthName )
self.SelectedMonthLength3 = IntVar( value = self.DefaultMonthLength )
self.SelectedDay3 = IntVar( value = self.DefaultDayOfMonth )
self.SelectedYear11 = IntVar( value = self.DefaultYear )
self.SelectedMonthName11 = StringVar( value = self.DefaultMonthName )
self.SelectedYear12 = IntVar( value = self.DefaultYear )
self.SelectedMonthName12 = StringVar( value = self.DefaultMonthName )
self.code=0
self.code1=0
self.MonthSpinBox=None
self.YearSpinBox=None
self.predictbtn=None
self.DaySpinBox=None
self.bgtabs='#3B3B98'
self.bgselected='#1B9CFC'
self.countries=["France","Germany","Italy","Spain","United Kingdom","Japan","Canada","U.S.A","India"]
def getMonth(self,month):
for i in range(13):
if(self.EnglishMonthNames[i] == month):
print("yes")
return i
else:
print("no")
def main_ui(self):
if(self.second is not None):
self.second.pack_forget()
if(self.third is not None):
self.third.pack_forget()
self.thirdimg.pack_forget()
if(self.fourth is not None):
self.fourth.pack_forget()
if(self.first is not None):
self.first.pack_forget()
self.firstimg.pack_forget()
self.first = Frame(self.master,padx =5,pady = 10,bg='white')
self.first.pack()
self.firstimg=Frame(self.master,bg='white')
self.firstimg.pack()
self.one=Button(self.first,text='Fuel Price Analysis in INDIA',padx=10,bd=0,fg=('black'),font=('',12),bg=self.bgselected,command=self.main_ui).grid(row=0,column=0)
self.two=Button(self.first,text='Fuel Price Prediction in INDIA',padx=10,command=(self.twoSelected),bg=self.bgtabs,bd=0,fg=('#58B19F'),font=('',12)).grid(row=0,column=1)
self.three=Button(self.first,text='Analysis accross global',fg=('#58B19F'),command=self.threeSelected,bg=self.bgtabs,padx=10,bd=0,font=('',12)).grid(row=0,column=2)
self.four=Button(self.first,text='Prediction of global fuel price',bd=0,bg=self.bgtabs,padx=10,command=(self.fourSelected),fg=('#58B19F'),font=('',12)).grid(row=0,column=3)
self.img1 = ImageTk.PhotoImage(Image.open("formated graphs india.png"))
self.panel = Button(self.firstimg, image = self.img1)
self.panel.pack(side = "bottom", fill = "both", expand = "yes")
def threeSelected(self):
if(self.second is not None):
self.second.pack_forget()
if(self.third is not None):
self.third.pack_forget()
self.thirdimg.pack_forget()
if(self.fourth is not None):
self.fourth.pack_forget()
if(self.first is not None):
self.first.pack_forget()
self.firstimg.pack_forget()
self.third = Frame(self.master,padx =5,pady = 10,bg='white')
self.third.pack()
self.thirdimg=Frame(self.master,bg='white')
self.thirdimg.pack()
self.one=Button(self.third,text='Fuel Price Analysis in INDIA',padx=10,bd=0,fg=('#58B19F'),font=('',12),bg=self.bgtabs,command=self.main_ui).grid(row=0,column=0)
self.two=Button(self.third,text='Fuel Price Prediction in INDIA',padx=10,command=(self.twoSelected),bg=self.bgtabs,bd=0,fg=('#58B19F'),font=('',12)).grid(row=0,column=1)
self.three=Button(self.third,text='Analysis accross global',fg=('black'),command=self.threeSelected,bg=self.bgselected,padx=10,bd=0,font=('',12)).grid(row=0,column=2)
self.four=Button(self.third,text='Prediction of global fuel price',bd=0,bg=self.bgtabs,padx=10,command=(self.fourSelected),fg=('#58B19F'),font=('',12)).grid(row=0,column=3)
self.img1 = ImageTk.PhotoImage(Image.open("formated international1.png"))
self.panel = Button(self.thirdimg, image = self.img1)
self.panel.pack(side = "bottom", fill = "both", expand = "yes")
def twoSelected(self):
if(self.second is not None):
self.second.pack_forget()
if(self.third is not None):
self.third.pack_forget()
self.thirdimg.pack_forget()
if(self.fourth is not None):
self.fourth.pack_forget()
if(self.first is not None):
self.first.pack_forget()
self.firstimg.pack_forget()
self.second=Frame(self.master,padx=5,pady=10,bg='white')
self.one=Button(self.second,text='Fuel Price Analysis in INDIA',padx=10,bd=0,fg=('#58B19F'),command=self.main_ui,bg=self.bgtabs,font=('',12)).grid(row=0,column=0)
self.two=Button(self.second,text='Fuel Price Prediction in INDIA',padx=10,bg=self.bgselected,command=(self.twoSelected),bd=0,fg=('black'),font=('',12)).grid(row=0,column=1)
self.three=Button(self.second,text='Analysis accross global',fg=('#58B19F'),command=self.threeSelected,bg=self.bgtabs,padx=10,bd=0,font=('',12)).grid(row=0,column=2)
self.four=Button(self.second,text='Prediction of global fuel price',bg=self.bgtabs,command=(self.fourSelected),bd=0,padx=10,fg=('#58B19F'),font=('',12)).grid(row=0,column=3)
self.petrol=Button(self.second,text="PETROL",font=('',18),bd=0,bg="yellow",pady=0,padx=0).grid(row=1,column=0)
self.delhip=Button(self.second,text="DELHI",bg='white',font = ('',15),bd=0,command=(self.delhippredict),padx = 50)
self.orig_color=self.delhip.cget("background")
self.delhip.grid(row=1,column=1)
self.mumbaip=Button(self.second,text="MUMBAI",bg='white',font = ('',15),bd=0,command=(self.mumbaippredict),padx = 50)
self.mumbaip.grid(row=1,column=2)
self.chennaip=Button(self.second,text="CHENNAI",bg='white',font = ('',15),bd=0,command=(self.chennaippredict),padx = 50)
self.chennaip.grid(row=1,column=3)
self.kolkatap=Button(self.second,text="KOLKATA",bg='white',font = ('',15),bd=0,command=(self.kolkatappredict),padx = 50)
self.kolkatap.grid(row=1,column=4)
self.diesel=Button(self.second,text="DIESEL",font=('',18),bg="yellow",padx=0,bd=0).grid(row=5,column=0)
self.delhid=Button(self.second,text="DELHI",bg='white',font = ('',15),command=(self.delhidpredict),padx = 50,bd=0)
self.delhid.grid(row=5,column=1)
self.mumbaid=Button(self.second,text="MUMBAI",bg='white',font = ('',15),padx = 50,command=(self.mumbaidpredict),bd=0)
self.mumbaid.grid(row=5,column=2)
self.chennaid=Button(self.second,text="CHENNAI",bg='white',font = ('',15),padx = 50,command=(self.chennaidpredict),bd=0)
self.chennaid.grid(row=5,column=3)
self.kolkatad=Button(self.second,text="KOLKATA",bg='white',font = ('',15),padx = 50,command=(self.kolkatadpredict),bd=0)
self.kolkatad.grid(row=5,column=4)
#Prediction Based on Crude OIl Price
Label(self.second,text="Based on Crude OIL",font=('',18),bg=('white'),pady=5).grid(row=9,column=0)
self.petrolc=Button(self.second,text="PETROL",font=('',18),bd=0,bg="yellow",pady=0,padx=0).grid(row=10,column=0)
self.delhicp=Button(self.second,text="DELHI",bg='white',font = ('',15),bd=0,command=(self.delhicppredict),padx = 50)
self.orig_color=self.delhicp.cget("background")
self.delhicp.grid(row=10,column=1)
self.mumbaicp=Button(self.second,text="MUMBAI",bg='white',font = ('',15),bd=0,command=(self.mumbaicppredict),padx = 50)
self.mumbaicp.grid(row=10,column=2)
self.chennaicp=Button(self.second,text="CHENNAI",bg='white',font = ('',15),bd=0,command=(self.chennaicppredict),padx = 50)
self.chennaicp.grid(row=10,column=3)
self.kolkatacp=Button(self.second,text="KOLKATA",bg='white',font = ('',15),bd=0,command=(self.kolkatacppredict),padx = 50)
self.kolkatacp.grid(row=10,column=4)
self.dieselc=Button(self.second,text="DIESEL",font=('',18),bg="yellow",padx=0,bd=0).grid(row=5+9,column=0)
self.delhicd=Button(self.second,text="DELHI",bg='white',font = ('',15),command=(self.delhicdpredict),padx = 50,bd=0)
self.delhicd.grid(row=5+9,column=1)
self.mumbaicd=Button(self.second,text="MUMBAI",bg='white',font = ('',15),padx = 50,command=(self.mumbaicdpredict),bd=0)
self.mumbaicd.grid(row=5+9,column=2)
self.chennaicd=Button(self.second,text="CHENNAI",bg='white',font = ('',15),padx = 50,command=(self.chennaicdpredict),bd=0)
self.chennaicd.grid(row=5+9,column=3)
self.kolkatacd=Button(self.second,text="KOLKATA",bg='white',font = ('',15),padx = 50,command=(self.kolkatacdpredict),bd=0)
self.kolkatacd.grid(row=5+9,column=4)
self.second.pack()
def fourSelected(self):
if(self.second is not None):
self.second.pack_forget()
if(self.third is not None):
self.third.pack_forget()
self.thirdimg.pack_forget()
if(self.fourth is not None):
self.fourth.pack_forget()
if(self.first is not None):
self.first.pack_forget()
self.firstimg.pack_forget()
self.fourth=Frame(self.master,padx=5,pady=10,bg='white')
self.one=Button(self.fourth,text='Fuel Price Analysis in INDIA',padx=10,bd=0,fg=('#58B19F'),bg=self.bgtabs,font=('',12),command=self.main_ui).grid(row=0,column=0)
self.two=Button(self.fourth,text='Fuel Price Prediction in INDIA',bg=self.bgtabs,padx=10,command=(self.twoSelected),bd=0,fg=('#58B19F'),font=('',12)).grid(row=0,column=1)
self.three=Button(self.fourth,text='Analysis accross global',command=self.threeSelected,bg=self.bgtabs,fg=('#58B19F'),padx=10,bd=0,font=('',12)).grid(row=0,column=2)
self.four=Button(self.fourth,text='Prediction of global fuel price',bg=self.bgselected,command=(self.fourSelected),bd=0,padx=10,fg=('black'),font=('',12)).grid(row=0,column=3)
self.fpetrol=Button(self.fourth,text="PETROL",font=('',18),bd=0,bg="yellow",pady=0,padx=0).grid(row=1,column=0)
Label(self.fourth,text="Choose a country",font=('',14),padx=6,pady=5,bg='white').grid(row=2,column=1,sticky=W)
self.menu=ttk.Combobox(self.fourth,values=self.countries,state='readonly')
self.menu.current(0)
self.menu.grid(row=3,column=1)
self.YearSpinBox4 = Spinbox(self.fourth,
from_ = 2018, to = 2020,
textvariable = self.SelectedYear2,
wrap = TRUE, state = 'readonly', width = 7 )
self.MonthSpinBox4 = Spinbox(self.fourth,
values = tuple( self.DaysInMonth.keys() )[1:],
textvariable = self.SelectedMonthName2,
wrap = TRUE, state = 'readonly', width = 10 )
self.YearSpinBox4.grid(row=4,column=1,sticky=W)
self.MonthSpinBox4.grid(row=4,column=2,sticky=W)
self.prdbtn4=Button(self.fourth,text='PREDICT',font=('',10),bd=5,padx=3,pady=5,command=self.prdvalue41).grid(row=5,column=1)
self.fdiesel=Button(self.fourth,text="DIESEL",font=('',18),bd=0,bg="yellow",pady=0,padx=0).grid(row=8,column=0)
Label(self.fourth,text="Choose a country",font=('',14),padx=6,pady=5,bg='white').grid(row=9,column=1,sticky=W)
self.menu1=ttk.Combobox(self.fourth,values=self.countries,state='readonly')
self.menu1.current(0)
self.menu1.grid(row=10,column=1)
self.YearSpinBox41 = Spinbox(self.fourth,
from_ = 2018, to = 2020,
textvariable = self.SelectedYear3,
wrap = TRUE, state = 'readonly', width = 7 )
self.MonthSpinBox41 = Spinbox(self.fourth,
values = tuple( self.DaysInMonth.keys() )[1:],
textvariable = self.SelectedMonthName3,
wrap = TRUE, state = 'readonly', width = 10 )
self.YearSpinBox41.grid(row=11,column=1,sticky=W)
self.MonthSpinBox41.grid(row=11,column=2,sticky=W)
self.prdbtn41=Button(self.fourth,text='PREDICT',font=('',10),bd=5,padx=3,pady=5,command=self.prdvalue42).grid(row=12,column=1)
self.fourth.pack()
def getCountryIndex(self,con):
for i in range(len(self.countries)):
if(self.countries[i]==con):
return i
def prdvalue41(self):
conindex=self.getCountryIndex(self.menu.get())
mon=self.getMonth(self.SelectedMonthName2.get())
date1="2017-10-01"
date2=str(self.SelectedYear2.get())+"-"+str(mon)+"-"+"01"
monrem=self.months_between(date1,date2)
predvalp=float(globalpredict[conindex].predict(monrem))
Label(self.fourth,text="Predicted Petrol price is",font=('',18),bg='white').grid(row=6,column=1)
Label(self.fourth,text=str(predvalp)+" dollars",font=('',18),bg='white').grid(row=6,column=2)
def prdvalue42(self):
conindex=self.getCountryIndex(self.menu1.get())
mon=self.getMonth(self.SelectedMonthName3.get())
date1="2017-10-01"
date2=str(self.SelectedYear3.get())+"-"+str(mon)+"-"+"01"
monrem=self.months_between(date1,date2)
predvald=float(globalpredict[conindex+9].predict(monrem))
Label(self.fourth,text="Predicted Diesel price is",font=('',18),bg='white').grid(row=13,column=1)
Label(self.fourth,text=str(predvald)+" dollars",font=('',18),bg='white').grid(row=13,column=2)
def dateSelection(self):
''''if self.MonthSpinBox is not None:
'''
self.YearSpinBox = Spinbox(self.second,
from_ = 2019, to = 2020,
textvariable = self.SelectedYear,
wrap = TRUE, state = 'readonly', width = 7 )
self.MonthSpinBox = Spinbox(self.second,
values = tuple( self.DaysInMonth.keys() )[1:],
textvariable = self.SelectedMonthName,
wrap = TRUE, state = 'readonly', width = 10,command=self.update_days )
self.DaySpinBox = Spinbox(self.second,
from_ = 1,
to = self.SelectedMonthLength.get(),
# to = DaysInMonth[ SelectedMonthName.get() ],
# values = tuple( str( i ) for i in range( 1, SelectedMonthLength.get() + 1 ) ),
# vsssalues = lambda : tuple( str( i ) for i in range( 1, DaysInMonth[ SelectedMonthName.get() ] + 1 ) )
textvariable = self.SelectedDay,
wrap = TRUE, state = 'readonly', width = 5
)
self.MonthSpinBox.grid(row = 2, column = 1)
self.DaySpinBox.grid(row = 2, column = 2)
self.YearSpinBox.grid(row = 2, column = 3)
self.predictbtn=Button(self.second,text="PREDICT",font=('',10),bd=5,padx=3,pady=5,command=self.prdvalue1).grid(row=3,column=2)
def dateSelection1(self):
''''if self.MonthSpinBox is not None:
'''
self.YearSpinBox1 = Spinbox(self.second,
from_ = 2019, to = 2020,
textvariable = self.SelectedYear1,
wrap = TRUE, state = 'readonly', width = 7 )
self.MonthSpinBox1 = Spinbox(self.second,
values = tuple( self.DaysInMonth.keys() )[1:],
textvariable = self.SelectedMonthName1,
wrap = TRUE, state = 'readonly', width = 10,command=self.update_days1 )
self.DaySpinBox1 = Spinbox(self.second,
from_ = 1,
to = self.SelectedMonthLength1.get(),
# to = DaysInMonth[ SelectedMonthName.get() ],
# values = tuple( str( i ) for i in range( 1, SelectedMonthLength.get() + 1 ) ),
# vsssalues = lambda : tuple( str( i ) for i in range( 1, DaysInMonth[ SelectedMonthName.get() ] + 1 ) )
textvariable = self.SelectedDay1,
wrap = TRUE, state = 'readonly', width = 5
)
self.MonthSpinBox1.grid(row = 6, column = 1)
self.DaySpinBox1.grid(row = 6, column = 2)
self.YearSpinBox1.grid(row = 6, column = 3)
self.predictbtn1=Button(self.second,text="PREDICT",font=('',10),bd=5,padx=3,pady=5,command=self.prdvalue2).grid(row=7,column=2)
def dateSelection3(self):
''''if self.MonthSpinBox is not None:
'''
self.YearSpinBox11 = Spinbox(self.second,
from_ = 2019, to = 2020,
textvariable = self.SelectedYear11,
wrap = TRUE, state = 'readonly', width = 7 )
self.MonthSpinBox11 = Spinbox(self.second,
values = tuple( self.DaysInMonth.keys() )[1:],
textvariable = self.SelectedMonthName11,
wrap = TRUE, state = 'readonly', width = 10 )
Label(self.second,text="Crude OIL price",font=('',16),bg='white').grid(row=11,column=1)
self.crudep=Entry(self.second,bd = 5,textvariable=self.crudeval,font = ('',15),bg='white').grid(row=11,column=2)
self.MonthSpinBox11.grid(row = 11, column = 3)
self.YearSpinBox11.grid(row = 11, column = 4)
self.predictbtn11=Button(self.second,text="PREDICT",font=('',10),bd=5,padx=3,pady=5,command=self.prdvalue3).grid(row=12,column=2)
def dateSelection4(self):
''''if self.MonthSpinBox is not None:
'''
self.YearSpinBox12 = Spinbox(self.second,
from_ = 2019, to = 2020,
textvariable = self.SelectedYear12,
wrap = TRUE, state = 'readonly', width = 7 )
self.MonthSpinBox12 = Spinbox(self.second,
values = tuple( self.DaysInMonth.keys() )[1:],
textvariable = self.SelectedMonthName12,
wrap = TRUE, state = 'readonly', width = 10 )
Label(self.second,text="Crude OIL price",font=('',16),bg='white').grid(row=15,column=1)
self.cruded=Entry(self.second,bd = 5,textvariable=self.crudeval1,font = ('',15),bg='white').grid(row=15,column=2)
self.MonthSpinBox12.grid(row = 15, column = 3)
self.YearSpinBox12.grid(row = 15, column = 4)
self.predictbtn12=Button(self.second,text="PREDICT",font=('',10),bd=5,padx=3,pady=5,command=self.prdvalue4).grid(row=16,column=2)
def delhippredict(self):
self.delhip.config(bg="yellow")
self.mumbaip.config(bg=self.orig_color)
self.chennaip.config(bg=self.orig_color)
self.kolkatap.config(bg=self.orig_color)
self.code=1
self.dateSelection()
def mumbaippredict(self):
self.mumbaip.config(bg="yellow")
self.delhip.config(bg=self.orig_color)
self.chennaip.config(bg=self.orig_color)
self.kolkatap.config(bg=self.orig_color)
self.code=2
self.dateSelection()
def chennaippredict(self):
self.chennaip.config(bg="yellow")
self.delhip.config(bg=self.orig_color)
self.mumbaip.config(bg=self.orig_color)
self.kolkatap.config(bg=self.orig_color)
self.code=3
self.dateSelection()
def kolkatappredict(self):
self.kolkatap.config(bg="yellow")
self.delhip.config(bg=self.orig_color)
self.chennaip.config(bg=self.orig_color)
self.delhip.config(bg=self.orig_color)
self.code=4
self.dateSelection()
def delhidpredict(self):
self.delhid.config(bg="yellow")
self.chennaid.config(bg=self.orig_color)
self.mumbaid.config(bg=self.orig_color)
self.kolkatad.config(bg=self.orig_color)
self.code=5
self.dateSelection1()
def mumbaidpredict(self):
self.mumbaid.config(bg="yellow")
self.delhid.config(bg=self.orig_color)
self.chennaid.config(bg=self.orig_color)
self.kolkatad.config(bg=self.orig_color)
self.code=6
self.dateSelection1()
def chennaidpredict(self):
self.chennaid.config(bg="yellow")
self.delhid.config(bg=self.orig_color)
self.mumbaid.config(bg=self.orig_color)
self.kolkatad.config(bg=self.orig_color)
self.code=7
self.dateSelection1()
def kolkatadpredict(self):
self.kolkatad.config(bg="yellow")
self.delhid.config(bg=self.orig_color)
self.mumbaid.config(bg=self.orig_color)
self.chennaid.config(bg=self.orig_color)
self.code=8
self.dateSelection1()
def delhicppredict(self):
self.delhicp.config(bg="yellow")
self.mumbaicp.config(bg=self.orig_color)
self.chennaicp.config(bg=self.orig_color)
self.kolkatacp.config(bg=self.orig_color)
self.code=1
self.dateSelection3()
def mumbaicppredict(self):
self.mumbaicp.config(bg="yellow")
self.delhicp.config(bg=self.orig_color)
self.chennaicp.config(bg=self.orig_color)
self.kolkatacp.config(bg=self.orig_color)
self.code=2
self.dateSelection3()
def chennaicppredict(self):
self.chennaicp.config(bg="yellow")
self.delhicp.config(bg=self.orig_color)
self.mumbaicp.config(bg=self.orig_color)
self.kolkatacp.config(bg=self.orig_color)
self.code=3
self.dateSelection3()
def kolkatacppredict(self):
self.kolkatacp.config(bg="yellow")
self.delhicp.config(bg=self.orig_color)
self.chennaicp.config(bg=self.orig_color)
self.delhicp.config(bg=self.orig_color)
self.code=4
self.dateSelection3()
def delhicdpredict(self):
self.delhicd.config(bg="yellow")
self.chennaicd.config(bg=self.orig_color)
self.mumbaicd.config(bg=self.orig_color)
self.kolkatacd.config(bg=self.orig_color)
self.code=5
self.dateSelection4()
def mumbaicdpredict(self):
self.mumbaicd.config(bg="yellow")
self.delhicd.config(bg=self.orig_color)
self.chennaicd.config(bg=self.orig_color)
self.kolkatacd.config(bg=self.orig_color)
self.code=6
self.dateSelection4()
def chennaicdpredict(self):
self.chennaicd.config(bg="yellow")
self.delhicd.config(bg=self.orig_color)
self.mumbaicd.config(bg=self.orig_color)
self.kolkatacd.config(bg=self.orig_color)
self.code=7
self.dateSelection4()
def kolkatacdpredict(self):
self.kolkatacd.config(bg="yellow")
self.delhicd.config(bg=self.orig_color)
self.mumbaicd.config(bg=self.orig_color)
self.chennaicd.config(bg=self.orig_color)
self.code=8
self.dateSelection4()
def prdvalue1(self):
self.predval=0
self.monthval=self.getMonth(self.SelectedMonthName.get())
d1=str(self.SelectedYear.get())+"-"+str(self.monthval)+"-"+str(self.SelectedDay.get())
d2=str(self.DefaultYear)+"-"+str(self.DefaultMonthNumber)+"-"+str(self.DefaultDayOfMonth)
datedif=self.days_between(d1,d2)
#print(datedif)
if(datedif>=30):
msg="Please Select a Different Date"
ms.showinfo("WARNING",msg)
else:
self.predval=predict[self.code-1][datedif-1]
Label(self.second,text="Predicted Petrol Price is:",bg='white',font=('',18)).grid(row=4,column=1)
Label(self.second,text="Rs: "+str(self.predval),font=('',18),padx=5,bg='white').grid(row=4,column=2)
#if(self.code is 1):
def prdvalue2(self):
self.predval1=0
self.monthval=self.getMonth(self.SelectedMonthName1.get())
d1=str(self.SelectedYear1.get())+"-"+str(self.monthval)+"-"+str(self.SelectedDay1.get())
d2=str(self.DefaultYear)+"-"+str(self.DefaultMonthNumber)+"-"+str(self.DefaultDayOfMonth)
datedif=self.days_between(d1,d2)
#print(datedif)
if(datedif>=30):
msg="Please Select a Different Date"
ms.showinfo("WARNING",msg)
else:
self.predval1=predict[self.code-1][datedif-1]
Label(self.second,text="Predicted Diesel Price is:",bg='white',font=('',18)).grid(row=8,column=1)
Label(self.second,text="Rs "+str(self.predval1),font=('',18),padx=5,bg='white').grid(row=8,column=2)
def prdvalue3(self):
mon=self.getMonth(self.SelectedMonthName11.get())
date1="2017-06-01"
date2=str(self.SelectedYear11.get())+"-"+str(mon)+"-"+"01"
monrem=self.months_between(date1,date2)
crval=float(self.crudeval.get())
print(crval)
c=reg_m(y[self.code-1], xcrude)
predicted_value=predict_mult(c,monrem,crval)
Label(self.second,text="Predicted Petrol Price is:",font=('',18),bg='white').grid(row=13,column=1)
Label(self.second,text="Rs "+str(predicted_value),font=('',18),padx=5,bg='white').grid(row=13,column=2)
def prdvalue4(self):
mon=self.getMonth(self.SelectedMonthName12.get())
date1="2017-06-01"
date2=str(self.SelectedYear12.get())+"-"+str(mon)+"-"+"01"
monrem=self.months_between(date1,date2)
crval=float(self.crudeval1.get())
c=reg_m(y[self.code-1], xcrude)
predicted_value1=predict_mult(c,monrem,crval)
Label(self.second,text="Predicted Petrol Price is:",font=('',18),bg='white').grid(row=17,column=1)
Label(self.second,text="Rs "+str(predicted_value1),font=('',18),padx=5,bg='white').grid(row=17,column=2)
def update_days(self):
maxdays = int(self.DaysInMonth[self.SelectedMonthName.get()])
self.DaySpinBox.config(to=maxdays)
def update_days1(self):
maxdays = int(self.DaysInMonth[self.SelectedMonthName.get()])
self.DaySpinBox1.config(to=maxdays)
def days_between(self,d1, d2):
d1 = datetime.strptime(d1, "%Y-%m-%d")
d2 = datetime.strptime(d2, "%Y-%m-%d")
return abs((d2 - d1).days)
def months_between(self,date1,date2):
date1 = datetime.strptime(str(date1), '%Y-%m-%d')
date2 = datetime.strptime(str(date2), '%Y-%m-%d')
r = relativedelta.relativedelta(date2, date1)
return(r.months)
def plot (self):
x=np.array ([1, 2, 3, 4, 5, 6, 7, 8, 9, 10])
v= np.array ([16,16.31925,17.6394,16.003,17.2861,17.3131,19.1259,18.9694,22.0003,22.81226])
p= np.array ([16.23697, 17.31653, 17.22094, 17.68631, 17.73641 , 18.6368,
19.32125, 19.31756 , 21.20247 , 22.41444 , 22.11718 , 22.12453])
fig = Figure(figsize=(6,6))
a = fig.add_subplot(111)
a.scatter(v,x,color='red')
a.plot(p, range(2 +max(x)),color='blue')
a.invert_yaxis()
a.set_title ("Estimation Grid", fontsize=16)
a.set_ylabel("Y", fontsize=14)
a.set_xlabel("X", fontsize=14)
canvas = FigureCanvasTkAgg(fig, master=self.master)
canvas.get_tk_widget().pack()
canvas.draw()
def admin_login(self):
#self.first.pack_forget()
self.userframe=Frame(self.master,padx=10,bg='white')
Label(self.userframe,text = 'User name: ',font = ('',20),pady=5,padx=5,bg='white').grid(sticky = W)
Entry(self.userframe,bd = 5,textvariable=self.username,font = ('',15)).grid(row=0,column=1)
#adname.grid(row=0,column=1)
Label(self.userframe,text = 'Password:',font = ('',20),pady=5,padx=5,bg='white').grid(row=1,sticky=W)
Entry(self.userframe,bd = 5,textvariable=self.password,font = ('',15),show = '*').grid(row=1,column=1)
Button(self.userframe,text = ' Login ',bd = 5 ,font = ('',15),padx=5,pady=5,command=self.check_user).grid(sticky=E)
Button(self.userframe,text='Sign up',bd=5,font=('',15),padx=5,pady=5).grid(sticky=N,row=2,column=1)
self.userframe.pack()
def check_user(self):
uname=['srivignesh','sridhar','lakshman','sandhru','abinaya']
pwd=['sri281999','sridhar','lakshman','sandhru','abi']
cnt=0
for i in range(len(uname)):
if(self.username.get()== uname[i]):
cnt=1
print("check")
#print('Successfully logged in as'+self.username.get())
if(self.password.get()==pwd[i]):
cnt=2
if(cnt==1):
ms.showinfo("WARNING","INCORRECT PASSWORD")
elif(cnt==0):
ms.showinfo("WARNING","USERNAME IS INCORRECT")
elif(cnt==2):
ms.showinfo('SUCCESS','\t'+self.username.get()+'\n you are logged in successfully')
self.userframe.pack_forget()
self.username.set('')
self.password.set('')
self.main_ui()
def Main_Ui():
root = Tk()
root.title("FUEL PRICE HIKE PREDICTION AND ANALYSIS")
root.geometry('1366x760')
root.configure(background='white')
fd_lbl=Label(root,text="FUEL PRICE HIKE ANALYSIS",font = ('',35),pady = 7,bg='#ff6348')
fd_lbl.pack(fill=X)
d=design(root)
d.admin_login()
root.mainloop()
Main_Ui()