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F & D - Arb_Website.py
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F & D - Arb_Website.py
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from gevent.pool import Pool
from gevent import monkey
monkey.patch_all()
import time, logging, sys, linecache, random
import undetected_chromedriver as uc
from tkinter import *
from selenium.webdriver.common.by import By
from selenium.common.exceptions import NoSuchElementException
from selenium.common.exceptions import StaleElementReferenceException
from selenium.webdriver.common.keys import Keys
import nashpy as nash
import numpy as np
logging.disable(logging.CRITICAL)
class ArbFinder(object):
"""docstring for ClassName"""
def __init__(self, URL):
try:
# Setup ChromeDriver
self.URL = URL
self.driver = uc.Chrome()
# elf.driver.set_window_size(1400, 5000)
self.driver.implicitly_wait(5)
self.driver.get(URL)
except:
pass
self.sport = 'Baseball'
def set_type(self, ASK=0, BID=1):
# time.sleep(1)
# Logging in
try:
if (ASK):
# Change to ask view since the default is the bid view
self.type = "ASK"
self.driver.find_element(By.XPATH, "//a[contains(@href,'/live')]//span[text()='" + self.sport + "']").click()
elif (BID):
# Nothing to update since the default is the bid view
self.type = "BID"
self.driver.find_element(By.XPATH, "//a[@role='tab']/span[text()='" + self.sport + "']").click()
except Exception as e:
print(e)
class App(object):
def __init__(self):
global URL
self.old_list = ''
self.num_worker_threads = 2
self.pool = Pool(self.num_worker_threads)
self.main_bet_amount = 100 # Total amount to wager. The program will split the two bets, so that the total wager is this amount
self.lower_limit = 0.000 # Lower arbritage limit to bet on, as a percentage
self.upper_limit = 0.070 # Upper arbritage limit to bet on, as a percentage (0.070 = 7%)
self.bet_limit = 0.10 # Most websites require a minimum of $0.10 a wager on each bet
self.odds_limit = 750 # The upper odds limit that you want to wager on (i.e. +750)
self.ask = ArbFinder('https://sportsbook.fanduel.com/live')
self.ask.driver.implicitly_wait(5)
self.ask.set_type(ASK=1, BID=0)
self.running = False
self.bid = ArbFinder('https://sportsbook.draftkings.com/live')
self.bid.driver.implicitly_wait(5)
self.bid.set_type(ASK=0, BID=1)
self.running = False
self.ignored_exceptions = (NoSuchElementException, StaleElementReferenceException,)
def PrintException(self):
exc_type, exc_obj, tb = sys.exc_info()
f = tb.tb_frame
lineno = tb.tb_lineno
filename = f.f_code.co_filename
linecache.checkcache(filename)
line = linecache.getline(filename, lineno, f.f_globals)
print('EXCEPTION IN ({}, LINE {} "{}"): {}'.format(filename, lineno, line.strip(), exc_obj))
def start(self):
self.running = True
def stop(self):
self.running = False
def process(self, number, looper, bet_amount, match_number):
try:
match number:
# Find live odds from the website
case 1:
self.bid.results = self.bid.driver.find_elements(By.XPATH,
"(//tbody[@class='sportsbook-table__body'])[1]//tr")
for i in range(0, len(self.bid.results), 2):
self.team1_bid, self.team2_bid = \
self.bid.results[i], self.bid.results[i + 1]
self.team1_wagers_bid, self.team2_wagers_bid = \
self.team1_bid.find_elements(By.XPATH, self.wagers), \
self.team2_bid.find_elements(By.XPATH, self.wagers)
self.team1_bid, self.team2_bid = \
self.team1_bid.find_element(By.XPATH, self.find_name).text, \
self.team2_bid.find_element(By.XPATH, self.find_name).text
if 'Sox' in self.team1_bid:
self.team1_bid = ' '.join(self.team1_bid.split(' ')[-2:])
else:
self.team1_bid = self.team1_bid.split(' ')[-1]
if 'Sox' in self.team2_bid:
self.team2_bid = ' '.join(self.team2_bid.split(' ')[-2:])
else:
self.team2_bid = self.team2_bid.split(' ')[-1]
self.bid_wager_1_first, \
self.bid_wager_2_first, \
self.bid_wager_1_second, \
self.bid_wager_2_second, \
self.bid_wager_1_third, \
self.bid_wager_2_third = \
self.team1_wagers_bid[0], \
self.team2_wagers_bid[0], \
self.team1_wagers_bid[2], \
self.team2_wagers_bid[2], \
self.team1_wagers_bid[1], \
self.team2_wagers_bid[1]
self.bid_wager_1_first = ('' if 'disabled' in self.bid_wager_1_first.get_attribute('innerHTML') else self.bid_wager_1_first.text.replace('\n', ' '))
self.bid_wager_2_first = ('' if 'disabled' in self.bid_wager_2_first.get_attribute('innerHTML') else self.bid_wager_2_first.text.replace('\n', ' '))
self.bid_wager_1_second = ('' if 'disabled' in self.bid_wager_1_second.get_attribute('innerHTML') else self.bid_wager_1_second.text.replace('\n', ' '))
self.bid_wager_2_second = ('' if 'disabled' in self.bid_wager_2_second.get_attribute('innerHTML') else self.bid_wager_2_second.text.replace('\n', ' '))
self.bid_wager_1_third = ('' if 'disabled' in self.bid_wager_1_third.get_attribute('innerHTML') else self.bid_wager_1_third.text.replace('\n', ' '))
self.bid_wager_2_third = ('' if 'disabled' in self.bid_wager_2_third.get_attribute('innerHTML') else self.bid_wager_2_third.text.replace('\n', ' '))
self.l2[self.team1_bid.lower() + " vs "
+ self.team2_bid.lower()] = \
[
[self.bid_wager_1_first.replace(' ', ' '),
self.bid_wager_2_first.replace(' ', ' ')],
[self.bid_wager_1_second.replace(' ', ' '),
self.bid_wager_2_second.replace(' ', ' ')],
[self.bid_wager_1_third.replace(' ', ' '),
self.bid_wager_2_third.replace(' ', ' ')],
self.team1_bid,
self.team2_bid
]
self.bid.driver.find_element(By.TAG_NAME, 'body').send_keys(Keys.CONTROL + Keys.HOME)
# Find live odds from the website
case 2:
self.ask.results = self.ask.driver.find_elements(By.XPATH,
"//a[@target='_self' and contains(@title,'@') and not(contains(.,'live event'))]/..")
for n, el in enumerate(self.ask.results):
self.ask_teams = self.ask.results[n].find_elements(By.XPATH, self.teams)
self.team1_ask, self.team2_ask = \
self.ask_teams[0].text, self.ask_teams[1].text
if 'Sox' in self.team1_ask:
self.team1_ask = ' '.join(self.team1_ask.split(' ')[-2:])
else:
self.team1_ask = self.team1_ask.split(' ')[-1]
if 'Sox' in self.team2_ask:
self.team2_ask = ' '.join(self.team2_ask.split(' ')[-2:])
else:
self.team2_ask = self.team2_ask.split(' ')[-1]
self.ask_team_wager = self.ask.results[n].find_elements(By.XPATH, self.second_wagers)
self.team1_wagers_ask, self.team2_wagers_ask = \
self.ask_team_wager[0], self.ask_team_wager[1]
self.team1_wagers_ask, self.team2_wagers_ask = \
self.team1_wagers_ask.find_elements(By.XPATH, "./div"), \
self.team2_wagers_ask.find_elements(By.XPATH, "./div")
self.l1[self.team1_ask.lower() + " vs " + self.team2_ask.lower()] = \
[
[self.team1_wagers_ask[0].text.replace('\n', ' ').replace(' ', ' '),
self.team2_wagers_ask[0].text.replace('\n', ' ').replace(' ', ' ')],
[self.team1_wagers_ask[1].text.replace('\n', ' ').replace(' ', ' '),
self.team2_wagers_ask[1].text.replace('\n', ' ').replace(' ', ' ')],
[self.team1_wagers_ask[2].text.replace('\n', ' ').replace(' ', ' '),
self.team2_wagers_ask[2].text.replace('\n', ' ').replace(' ', ' ')],
self.team1_ask,
self.team2_ask
]
# Find the wager to select and click it
case 3:
self.wager1 = self.bid.driver.find_elements(By.XPATH,
"(//tbody[@class='sportsbook-table__body'])[1]//tr[contains(.,'" +
self.wagering[1][4-looper] + "')]//td[contains(@class,'sportsbook-table__column-row')]")[match_number]
self.bid.driver.execute_script("arguments[0].scrollIntoView();", self.wager1)
self.wager1.click()
self.bid.driver.find_element(By.TAG_NAME, 'body').send_keys(Keys.CONTROL + Keys.HOME)
while self.bid_wager == '':
self.bid_wager = self.bid.driver.find_element(By.XPATH,
"//div[contains(@class,'betslip-odds__display-standard')]/span").text.strip()
# Find the wager to select and click it
case 4:
self.wager2 = self.ask.driver.find_elements(By.XPATH,
"//a[@target='_self' and contains(@title,' ') and contains(.,'live event')]/..//a[@target='_self' and contains(@title,' ') and not(contains(.,'live event')) and contains(.,'" +
self.wagering[0][3] + "') and contains(.,'" +
self.wagering[0][4] + "')]/../div/div")[looper]
self.wager2 = self.wager2.find_elements(By.TAG_NAME, 'div')[match_number]
self.ask.driver.execute_script(
"const mouseoverEvent = new Event('mouseover');arguments[0].dispatchEvent(mouseoverEvent)",
self.wager2)
self.ask.driver.execute_script("arguments[0].click();", self.wager2)
#self.wager2.click()
self.ask.driver.find_element(By.TAG_NAME, 'body').send_keys(Keys.CONTROL + Keys.HOME)
self.ask_wager = self.ask.driver.find_element(By.XPATH,
"//li//div[contains(@style,'transform')]").text.strip()
# Remove all bets, if the odds have changed after the wager was selected
case 5:
for elem in self.bid.driver.find_elements(By.XPATH,
"//div[contains(@class,'betslip-outcome-card')]/*[@aria-label='Close' and @role='img']"):
elem.click()
# Remove all bets, if the odds have changed after the wager was selected
case 6:
for elem in self.ask.driver.find_elements(By.XPATH, "//*[contains(@id,'remove-circle')]/.."):
elem.click()
# Enter the stake amount
case 7:
self.bet_input_bid = self.bid.driver.find_element(By.XPATH, "//input[@name='stake']")
# self.bet_input_bid.click()
self.bet_input_bid.send_keys(bet_amount)
try:
self.bid_button = self.bid.driver.find_element(By.XPATH, "//div[contains(@class,'place-bet-button__wrapper') and contains(.,'Place Bet')]")
except:
self.bid_button = None
# Enter the stake amount
case 8:
self.bet_input_ask = self.ask.driver.find_element(By.XPATH, "//span[text()='WAGER']/..//input")
# self.bet_input_ask.click()
self.bet_input_ask.send_keys(bet_amount)
try:
self.ask_button = self.ask.driver.find_element(By.XPATH,"//span[contains(text(),'Place')]/../../../..")
except:
self.ask_button = None
# Submit the wager
case 9:
self.bid.driver.execute_script("arguments[0].click();", self.bid_button)
#self.bid_button.click()
# Submit the wager
case 10:
self.ask.driver.execute_script("arguments[0].click();", self.ask_button)
#self.ask_button.click()
except Exception as e:
self.bid.driver.find_element(By.TAG_NAME, 'body').send_keys(Keys.CONTROL + Keys.HOME)
self.ask.driver.find_element(By.TAG_NAME, 'body').send_keys(Keys.CONTROL + Keys.HOME)
if self.show_error:
# print(e)
self.PrintException()
else:
pass
def trading(self):
# Bid XPATH
self.find_name, self.wagers, self.bets = \
".//div[@class='event-cell__name-text']", \
".//td[contains(@class,'sportsbook-table__column-row')]", \
"./../.."
# Ask XPATH
self.teams, self.second_wagers = \
".//div[contains(@style,'background-image')]/../div[2]/span",\
"./div/div"
if self.running:
try:
#self.tic = time.perf_counter()
self.show_error, self.l1, self.l2, self.shared_keys, self.dict_intersection_2 = \
False, dict(), dict(), None, dict()
# Find all live wagers for the sport
self.pool.apply_async(self.process, args=(1, 0, 0, 0,))
self.pool.apply_async(self.process, args=(2, 0, 0, 0,))
# Join the pools so they run in parallel
self.pool.join()
#print(self.l1)
#print(self.l2)
# Combine all of the wagers based on the wager name in order to find matches between the websites
self.shared_keys = self.l1.keys() & self.l2.keys()
self.dict_intersection_2 = {k: [self.l1[k], self.l2[k]] for k in self.shared_keys}
# Print the latest live matched wagers, if the live matched wagers have changed
self.new_list = self.shared_keys
if self.new_list != self.old_list:
print(self.new_list)
self.old_list = self.new_list
# print(self.dict_intersection_2)
self.show_error = True
for k in self.dict_intersection_2:
self.wagering = self.dict_intersection_2[k]
#print(self.wagering)
# Convert negative odds to positive values
for i in range(1):
for j in range(3): # len(self.wagering[i])
for q in range(2):
self.wager_val_text, self.wager_val_text2 = \
self.wagering[i][j][q].split(' '), self.wagering[i+1][j][q].split(' ')
self.wager_val, self.wager_val2 = self.wager_val_text[-1].replace('−', '-'), self.wager_val_text2[-1].replace('−', '-')
if j != 2:
self.wager_val_text.pop()
self.wager_val_text2.pop()
self.wager_val_text, self.wager_val_text2 = \
' '.join(self.wager_val_text), ' '.join(self.wager_val_text2)
self.wager_val_text, self.wager_val_text2 = \
self.wager_val_text.replace(' ', '')[1:], \
self.wager_val_text2.replace(' ', '')[1:]
if self.wager_val_text != self.wager_val_text2:
self.wager_val, self.wager_val2 = '', ''
#print(self.wager_val, self.wager_val2)
if self.wager_val == '':
self.wager_val = 0
else:
self.wager_val = int(float(self.wager_val))
if self.wager_val < 0:
self.wager_val = 100 / -self.wager_val * 100
else:
self.wager_val = self.wager_val # / 100
self.wagering[i][j][q] = self.wager_val
if self.wager_val2 == '':
self.wager_val2 = 0
else:
self.wager_val2 = int(float(self.wager_val2))
if self.wager_val2 < 0:
self.wager_val2 = 100 / -self.wager_val2 * 100
else:
self.wager_val2 = self.wager_val2 # / 100
self.wagering[i+1][j][q] = self.wager_val2
#print(self.wagering)
#self.toc = time.perf_counter()
#print(self.toc - self.tic)
# Using the Nash equilibrium, find if there are arbitrage opportunities
# If there are opportunities, click the wagers
# If the odds have not changed after the wager has been selected, then enter a stake amount
# If the odds still have not changed, then submit the wager
for q in range(3):
for i in range(2):
self.make_bet = True
if self.wagering[0][q][i] <= self.odds_limit and self.wagering[1][q][1 - i] <= self.odds_limit:
self.A = np.array([[self.wagering[0][q][i], -100],
[-100, self.wagering[1][q][1 - i]]])
self.matching = 0
match q:
case 0:
self.matching = 0
case 1:
self.matching = 2
case 2:
self.matching = 1
self.rps = nash.Game(self.A)
self.eqs = self.rps.support_enumeration()
self.result = list(self.eqs)[0][0]
# print(self.result)
self.bet_amount = self.main_bet_amount
self.result = self.bet_amount * self.result
self.result = [round(x, 2) for x in self.result]
self.betamount_ask, self.betamount_bid = self.result[0], self.result[1]
self.bet_amount, self.sum_val = sum(self.result), 0
# print(self.result)
# Make sure both bets have a positive return
for m in range(len(self.result)):
if (self.result[m] * self.A[m][m] / 100 + self.result[m]) <= self.bet_amount:
self.make_bet = False
self.sum_val += sum(self.result[m] * self.A[m])
self.return_val = self.sum_val / len(self.result) / 100
if self.make_bet and self.betamount_bid >= self.bet_limit \
and self.betamount_ask >= self.bet_limit \
and (self.return_val / self.bet_amount) >= self.lower_limit\
and (self.return_val / self.bet_amount) <= self.upper_limit:
self.bid_wager, self.ask_wager = '', ''
self.pool.apply_async(self.process, args=(3, i, 0, self.matching, ))
self.pool.apply_async(self.process, args=(4, i, 0, q, ))
# Join the pools so they run in parallel
self.pool.join()
self.bid_wager, self.ask_wager = \
self.bid_wager.replace(' ', '').replace(',', '').replace('−', '-'), \
self.ask_wager.replace(' ', '').replace(',', '').replace('−', '-')
if self.bid_wager == '':
self.bid_wager = 0
if self.ask_wager == '':
self.ask_wager = 0
self.bid_wager, self.ask_wager = \
int(float(self.bid_wager)), int(float(self.ask_wager))
if self.bid_wager < 0:
self.bid_wager = -100 / self.bid_wager * 100
elif self.ask_wager < 0:
self.ask_wager = -100 / self.ask_wager * 100
self.A = np.array([[self.ask_wager, -100],
[-100, self.bid_wager]])
self.rps = nash.Game(self.A)
self.eqs = self.rps.support_enumeration()
self.result = list(self.eqs)[0][0]
# print(self.result)
self.bet_amount = self.main_bet_amount
self.result = self.bet_amount * self.result
self.result = [round(x, 2) for x in self.result]
self.betamount_ask, self.betamount_bid = self.result[0], self.result[1]
self.bet_amount, self.sum_val = sum(self.result), 0
# print(self.result)
for m in range(len(self.result)):
if (self.result[m] * self.A[m][m] / 100 + self.result[m]) <= self.bet_amount:
self.make_bet = False
self.sum_val += sum(self.result[m] * self.A[m])
self.return_val = self.sum_val / len(self.result) / 100
self.bid_button, self.ask_button = None, None
if self.make_bet and self.betamount_bid >= self.bet_limit and \
self.betamount_ask >= self.bet_limit \
and (self.return_val / self.bet_amount) >= self.lower_limit\
and (self.return_val / self.bet_amount) <= self.upper_limit:
self.pool.apply_async(self.process, args=(7, 0, self.betamount_bid, 0,))
self.pool.apply_async(self.process, args=(8, 0, self.betamount_ask, 0,))
# Join the pools so they run in parallel
self.pool.join()
if self.ask_button != None and self.ask_button != None:
'''
self.pool.apply_async(self.process, args=(9, 0, 0, 0,))
self.pool.apply_async(self.process, args=(10, 0, 0, 0,))
# Join the pools so they run in parallel
self.pool.join()
'''
print(True)
print(k, self.wagering)
print(self.bid_wager, self.ask_wager)
print(self.return_val)
time.sleep(60 * random.randint(1, 1))
else:
#time.sleep(5)
self.pool.apply_async(self.process, args=(5, 0, 0, 0,))
self.pool.apply_async(self.process, args=(6, 0, 0, 0,))
# Join the pools so they run in parallel
self.pool.join()
print(False)
else:
time.sleep(5)
self.pool.apply_async(self.process, args=(5, 0, 0, 0,))
self.pool.apply_async(self.process, args=(6, 0, 0, 0,))
# Join the pools so they run in parallel
self.pool.join()
print(False)
except Exception as e:
self.bid.driver.find_element(By.TAG_NAME, 'body').send_keys(Keys.CONTROL + Keys.HOME)
self.ask.driver.find_element(By.TAG_NAME, 'body').send_keys(Keys.CONTROL + Keys.HOME)
if self.show_error:
# print(e)
self.PrintException()
else:
pass
# Run again after 1ms
self.root.after(10, self.trading)
def run(self):
# Create buttons so we can start and stop the model from running
self.root = Tk()
self.root.title("Arb Finder")
self.root.geometry("300x100")
app = Frame(self.root)
app.grid()
start = Button(app, text="Start", command=self.start)
stop = Button(app, text="Stop", command=self.stop)
start.grid(row=0, column=0, padx=(40, 40), pady=(40, 40))
stop.grid(row=0, column=1, padx=(40, 40), pady=(40, 40))
start.grid()
stop.grid()
self.root.after(1, self.trading) # After 1 second, call scanning
self.root.mainloop()
# Create the app and run it
app = App()
app.run()