bspline interpolated recaptcha evasion with selenium

.gitignore

@@ -1 +1,2 @@
 __pycache__
+mysql

docker-compose.yml

@@ -0,0 +1,17 @@
+version: '3.1'
+
+services:
+
+  test_db:
+    image: mariadb
+    restart: always
+    container_name: testing_db
+    environment:
+      MYSQL_ROOT_PASSWORD: insecure
+      MYSQL_USER: insecure
+      MYSQL_PASSWORD: insecure
+      MYSQL_DATABASE: insecure
+    ports:
+      - 127.0.0.1:3306:3306
+    volumes:
+      - ./mysql:/var/lib/mysql

main.py

@@ -8,19 +8,21 @@ import time
 from threading import Timer, Lock
 
 import selenium
+from selenium import webdriver
 import lxml.etree as etree
 from cssselect import HTMLTranslator, SelectorError
 import requests as req
 from io import StringIO
 
+import math
 #import web
 
 DB_HOST = "127.0.0.1"
-DB_USER = "dbuser"
+DB_USER = "insecure"
-DB_PASSWD = "dbpasswd"
+DB_PASSWD = "insecure"
-DB_DATABASE = "base"
+DB_DATABASE = "insecure"
-ACCOUNT_USERNAME = "foo"
+ACCOUNT_USERNAME = "foooo@google.com"
-ACCOUNT_PASSWORD = "foo"
+ACCOUNT_PASSWORD = "foorg53"
 
 
 def getDb():
@@ -49,7 +51,7 @@ def createTable(db, name):
         (id INT AUTO_INCREMENT PRIMARY KEY,
         title VARCHAR(255),
         author VARCHAR(255), 
-        content VARCHAR(65535))
+        content TEXT(65535))
         """.format(name))
     cursor.close()
 
@@ -61,13 +63,13 @@ def createTableMa(db, name):
         name VARCHAR(255),
         url VARCHAR(255),
         pass VARCHAR(255), 
-        user VARCHAR(255)),
+        user VARCHAR(255),
         selector VARCHAR(255),
         selector_login_user VARCHAR(255),
         selector_login_pass VARCHAR(255),
         selector_login_verify VARCHAR(255),
         selector_login_url VARCHAR(255),
-        selector_login_verify_url VARCHAR(255)
+        selector_login_verify_url VARCHAR(255))
         """.format(name))
     cursor.close()
 
@@ -115,20 +117,58 @@ def getContent(entryUrl, session_cookies, selector):
 
     return a.tostring()
 
-#url: https://accounts.ft.com/login
+#p1 = (23.,23.)
+def move_mouse(p1, p2, driver, time=1000, n=400, click=False):
+
+    action =  ActionChains(driver);
+    points = bspline(gcv(p1,p2,5), degree=3, n=n)
+    for point in points:
+        action.move_to_element(point[0],point[1]);
+        action.perform();
+        sleep(time/(1000*n))
+    if click:
+        action.click()
+
+def get_loc(e):
+    return (e.location['x']+(e.size['width']/3),e.location['y']+(e.size['height']/3))
 
 def getSession(user, password, url="https://accounts.ft.com/login"):
     #selenium
     driver = selenium.webdriver.Chrome()
     driver.get(url)
-    driver.find_element_by_id("enter-email").send_keys(user)
+
-    #sleep
+    email = driver.find_element_by_id("enter-email")
-    driver.find_element_by_id("enter-email-next").submit()
+    pos1 = get_loc(email)
-    #sleep
+    move_mouse((128.3, 345.2),pos1,driver, n=200)
-    driver.find_element_by_id("enter-password").send_keys(password)
+    email.send_keys(user)
-    driver.find_element_by_id("enter-password").submit()
+
+    time.sleep(2)
+
+    email_submit = driver.find_element_by_id("enter-email-next")
+    pos2 = get_loc(email,submit)
+    move_mouse(pos1,pos2,driver, n=50)
+    email_submit.submit()
+
+    time.sleep(3)
+
+    password_el = driver.find_element_by_id("enter-password").send_keys(password)
+    pos3 = get_loc(password_el)
+    move_mouse(pos2,pos3,driver, n=50)
+    password_el.send_keys(password)
+
+    time.sleep(5)
+
+    button = driver.find_element_by_css_selector(".o-buttons--primary.o-buttons--big.main-button")
+    pos4 = get_loc(button)
+    move_mouse(pos3,pos4,driver, n=50, click=True)
+    time.sleep(20)
 
     cookies = driver.get_cookies()
+    cookies_dict = {}
+    for cookie in cookies:
+        cookies_dict[cookie['name']] = cookie['value']
+    print(cookies_dict)
+    die()
     return cookies
 
 #url: https://www.ft.com/myaccount

math.py

@@ -0,0 +1,57 @@
+import numpy as np
+import scipy.interpolate as si
+
+from scipy.spatial import distance
+
+def bspline(cv, n=100, degree=3, periodic=False):
+    """ Calculate n samples on a bspline
+
+        cv :      Array ov control vertices
+        n  :      Number of samples to return
+        degree:   Curve degree
+        periodic: True - Curve is closed
+                  False - Curve is open
+    """
+
+    # If periodic, extend the point array by count+degree+1
+    cv = np.asarray(cv)
+    count = len(cv)
+
+    if periodic:
+        factor, fraction = divmod(count+degree+1, count)
+        cv = np.concatenate((cv,) * factor + (cv[:fraction],))
+        count = len(cv)
+        degree = np.clip(degree,1,degree)
+
+    # If opened, prevent degree from exceeding count-1
+    else:
+        degree = np.clip(degree,1,count-1)
+
+
+    # Calculate knot vector
+    kv = None
+    if periodic:
+        kv = np.arange(0-degree,count+degree+degree-1,dtype='int')
+    else:
+        kv = np.concatenate(([0]*degree, np.arange(count-degree+1), [count-degree]*degree))
+
+
+    # Calculate query range
+    u = np.linspace(periodic,(count-degree),n)
+
+
+    # Calculate result
+    return np.array(si.splev(u, (kv,cv.T,degree))).T
+
+
+def gcv(p1,p2, n):
+    d = distance.euclidean(p1,p2)
+    x_lst = np.linspace(p1[0],p2[0],n-2)
+    y_lst = np.linspace(p1[1],p2[1],n-2)
+
+    r = np.random.random_sample((n-2,))
+    r_ = np.random.random_sample((n-2,))
+    s = np.array(list(zip(x_lst + d *(r_-0.5),y_lst + d *(r-0.5))))
+    b = np.concatenate((np.array([[p1[0],p1[1]]]),np.concatenate((s,np.array([[p2[0],p2[1]]])))))
+    return s
+