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21_22-J 31
Commit ada99de6 authored by Ravindu Nethsara's avatar Ravindu Nethsara
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DemandForecastModelChangesAdded

parent c8f87b2e
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Showing with 6 additions and 12 deletions
User/views.py
View file @ ada99de6
......@@ -67,7 +67,7 @@ def EmployeeStatus_Update(request):
form = MyForm3()
return render(request, 'Admin/EmployeeStatus_Update.html', {'form':form});
# Demand Forecasting
# Demand Forecasting History
def PurchaseHistory(request):
data = pd.read_csv('Data/Purchasefile.csv')
finalpt = data.head(121)
......@@ -77,9 +77,7 @@ def PurchaseHistory(request):
context = {'d': arr}
return render(request, 'Admin/PurchaseHistory.html',context);
# start Admin ML
# start Demand Forecasting Machine Learning Model
def Forecasting(request):
if request.method == 'POST':
myForm = MyForm4(request.POST)
......@@ -101,7 +99,7 @@ def Forecasting(request):
df.set_index('Month', inplace=True)
df.describe()
test_result = adfuller(df['CALTEX Delo Gold Ultra'])
adfuller(df['CALTEX Delo Gold Ultra'])
test_result2 = adfuller(df['Price1'])
def adfuller_test(Product1):
......@@ -112,10 +110,6 @@ def Forecasting(request):
def adfuller_test2(Price1):
result2 = adfuller(Price1)
labels = ['ADF Test Statistic', 'p-value', '#Lags Used', 'Number of Observations Used']
for value, label in zip(result2, labels):
print(label + ' : ' + str(value))
adfuller_test(df['CALTEX Delo Gold Ultra'])
adfuller_test2(df['Price1'])
##Differencing
......@@ -191,7 +185,7 @@ def Forecasting(request):
form = MyForm4()
#returning form
return render(request, 'Admin/Forecasting.html', {'form':form});
# end Admin ML
# End Demand Forecasting Machine Learning Model
def AdminLogin(request):
......
db.sqlite3
View file @ ada99de6
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templates/Admin/PurchaseHistory.html
View file @ ada99de6
......@@ -35,7 +35,7 @@
<div class="container" style="overflow-x:auto;">
<center>CALTEX Delo Gold Ultra DATATABLE </center>
<center><b>CALTEX Delo Gold Ultra Engine Oil </b></center>
<table class="table table-striped">
<thead>
......
templates/Admin/Sidebar2.html
View file @ ada99de6
......@@ -3,7 +3,7 @@
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title> SERVPORT | Your Service Station Partner </title>
<title> SERVPORT | VEHICLE SERVICE AUTOMATION </title>
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css" integrity="sha384-Gn5384xqQ1aoWXA+058RXPxPg6fy4IWvTNh0E263XmFcJlSAwiGgFAW/dAiS6JXm" crossorigin="anonymous">
......
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