I am running my ML code and getting this error-
Enter website name=> www.google.com
Traceback (most recent call last):
File "Dphishing.py", line 12, in <module>
p2.category2(website)
File "C:\xampp\htdocs\Detect_Phishing_Website\p2.py", line 8, in category2
page = whois.whois(website)
AttributeError: module 'whois' has no attribute 'whois'
My code is:
# -*- coding: utf-8 -*-
import p1
import p2
import p3
import p4
import pandas as pd
#import numpy as np
website = str(input("Enter website name=> "))
p1.category1(website)
p2.category2(website)
p3.category3(website)
p4.category4(website)
read = pd.read_csv(r'C:\Users\Anushree\Desktop\college\4th year project\Detect_Phishing_Website\phishing5.txt',header = None,sep = ',')
read = read.iloc[:,:-1].values
dataset = pd.read_csv(r'C:\Users\Anushree\Desktop\college\4th year project\Detect_Phishing_Website\Training Dataset1.csv')
X = dataset.iloc[:,:-1].values
y = dataset.iloc[:,-1].values
from sklearn.model_selection import train_test_split
X_train,X_test,y_train,y_test = train_test_split(X,y,test_size = 0.2,random_state = 1001)
from sklearn.ensemble import RandomForestRegressor
regressor = RandomForestRegressor(n_estimators = 10,criterion = "mse",random_state = 2)
regressor.fit(X_train,y_train)
y_pred = regressor.predict(X_test)
from sklearn.model_selection import cross_val_score
accuracy = cross_val_score(estimator = regressor,X=X_train,y=y_train,cv = 5)
accuracy.mean()
accuracy.std()
Detect_phishing_website = regressor.predict(read)
if Detect_phishing_website == 1:
print("legitimate website")
elif Detect_phishing_website == 0:
print ('suspicious website')
else:
print('phishing website')
The code of file p2.py is:
import re
import whois
def category2(website):
file_obj = open(r'C:\Users\Anushree\Desktop\college\4th year project\Detect_Phishing_Website\phishing5.txt','a')
#8 Domain Registration Length
page = whois.whois(website)
if type(page.expiration_date) == list:
domain_reg_len = (page.expiration_date[0] - page.creation_date[0]).days
else:
domain_reg_len = (page.expiration_date - page.creation_date).days
#print domain_reg_len
if domain_reg_len <= 365:
file_obj.write('-1,')
else:
file_obj.write('1,')
#9 Using Non-Standard Port
match_port = re.search(':[//]+[a-z]+.[a-z0-9A-Z]+.[a-zA-Z]+:([0-9#]*)',website)
if match_port:
print (match_port.group())
if match_port.group(1) == '#':#represent multiple ports are active on url
file_obj.write('-1,')
else:
file_obj.write('1,')
else:
file_obj.write('1,')
file_obj.close()
I have already tried uninstalling whois and then reinstalling python-whois using the command pip install python-whois. But that hasn't helped with the error.
How can I understand what is going wrong, and how I can correct it?
Reason for your error:
You have not installed the whois command on your system.
Ubuntu: Use
sudo apt install whois
Windows: Download and install from here
First uninstall any
whois
module withpip uninstall whois
andpip uninstall python-whois
Solution 1: Use python-whois
Install
python-whois
withpip install python-whois
Then make sure you already installed the
whois
command on your machine.Then your code should work.
Solution 2: Use whois
Install
whois
command on your machine. If you are on ubuntusudo apt install whois
will do.Install whois module with
pip install whois
,Then use
whois.query()
instead ofwhois.whois()
in your code.Source