Working prototype

This commit is contained in:
Logan Gatlin 2022-01-24 00:07:44 -06:00
parent 364b94b012
commit 21a2c383b8
3 changed files with 250 additions and 0 deletions

Binary file not shown.

26
src/main.py Normal file
View file

@ -0,0 +1,26 @@
from trading import TradingBot
if __name__ == "__main__":
print("*-*-* Logan's Trading Bot *-*-*")
trader = TradingBot()
while True:
_in = input("> ")
words = _in.split(" ")
if len(words) == 0:
continue
cmd = words.pop(0)
args = []
kwargs = {}
for w in words:
components = w.split("=")
if len(components) == 1:
args.append(w)
elif len(components) == 2:
kwargs[components[0]] = components[1]
else:
print("Invalid parameter: " + w)
continue
trader.interpret_command(cmd, *args, **kwargs)
# trader.buy("GOOG", 1)

224
src/trading.py Normal file
View file

@ -0,0 +1,224 @@
import mechanicalsoup
import getpass
import bs4
import selenium
def _convert_symbol(dec: str):
mult = 1
if dec.find("M") != -1:
mult = 1000000
elif dec.find("B") != -1:
mult = 1000000000
dec = dec.replace("M", "")
dec = dec.replace("B", "")
dec = dec.replace(",", "")
return float(dec) * mult
def _convert_decimal(dec: str):
dec = dec.replace("%", "")
return float(dec) / 100
def _sum_total(stocks: list[dict]):
ret = 0
for s in stocks:
ret += s["price"] * s["amount"]
return ret
def _most_expensive(stocks: list[dict]):
if len(stocks) == 0:
return 0
largest = 0
index = 0
for s in range(len(stocks)):
if stocks[s]["price"] >= largest:
largest = stocks[s]["price"]
index = s
return index
def _least_expensive(stocks: list[dict]):
if len(stocks) == 0:
return 0
smallest = 9999999999
index = 0
for s in range(len(stocks)):
if stocks[s]["price"] <= smallest:
smallest = stocks[s]["price"]
index = s
return index
class StockAnalyzer(mechanicalsoup.StatefulBrowser):
def __init__(self):
super().__init__(user_agent="Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:47.0) Gecko/20100101 Firefox/47.0")
def recommend_buy(self, budget):
budget = float(budget)
data = []
self.open("https://finance.yahoo.com/u/yahoo-finance/watchlists/fiftytwo-wk-low")
table = self.page.find("table", {"class": "cwl-symbols W(100%)"})
for item in table.find_all("td"):
data.append(item.get_text())
count = len(data) / 9
companies = []
cart = []
for i in range(int(count)):
start = i * 9
company = {
"symbol": data[start + 0],
"name": data[start + 1],
"price": float(data[start + 2]),
"change-absolute": float(data[start + 3]),
"change-relative": _convert_decimal(data[start + 4]),
"market-cap": _convert_symbol(data[start + 8]),
"amount": 1
}
if company["price"] >= budget / 2:
continue
companies.append(company)
prediction = self.get_prediction(company["symbol"])
if prediction == "up":
cart.append(company)
total = _sum_total(cart)
while total > budget:
i = _most_expensive(cart)
cart.pop(i)
total = _sum_total(cart)
while total + cart[_least_expensive(cart)]["price"] < budget:
for stock in cart:
if total + stock["price"] <= budget:
stock["amount"] += 1
total = _sum_total(cart)
return cart
def get_prediction(self, symbol: str):
status = self.open("https://finance.yahoo.com/quote/" + symbol)
if not status.ok:
print("Invalid symbol: " + symbol)
return "invalid"
value = self.page.find("div", {"Fw(b) Fl(end)--m Fz(s) C($primaryColor"}).get_text()
if value == "Near Fair Value":
return "same"
if value == "Overvalued":
return "down"
if value == "Undervalued":
return "up"
class TradingBot(mechanicalsoup.StatefulBrowser):
def __init__(self):
super().__init__(user_agent="Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:47.0) Gecko/20100101 Firefox/47.0")
self.logged_in = False
self.commands = {
"help": self.help,
"quit": quit,
"login": self.login,
"buy": self.buy,
"info": self.info,
"autobuy": self.autobuy
}
self.analyzer = StockAnalyzer()
def help(self):
print("Unimplemented")
def interpret_command(self, cmd, *args, **kwargs):
cmd = cmd.lower()
if cmd not in self.commands.keys():
print("Invalid command " + cmd + ", type help for more info")
return
return self.commands[cmd](*args, **kwargs)
def login(self, *args, **kwargs):
# Navigate to login page
self.open("https://www.howthemarketworks.com/login")
self.select_form('form[action="/login"]')
# Get login info
_username = args[0] if len(args) > 0 else ""
_password = args[1] if len(args) > 1 else ""
for key in kwargs.keys():
key = key.lower()
if key == "username" or key == "user":
_username = kwargs[key]
if key == "password" or key == "pass":
_password = kwargs[key]
if _username == "":
_username = input("Username: ")
if _password == "":
_password = getpass.getpass(prompt="Password: ")
# Submit form and get result
self.__setitem__("UserName", _username)
self.__setitem__("Password", _password)
result = self.submit_selected()
self.logged_in = result.ok and self.url == "https://www.howthemarketworks.com/accounting/dashboard"
if self.logged_in:
print("Log-in successful")
else:
print("Log-in failed")
return result
def buy(self, *args, **kwargs):
if not self.logged_in:
print("Not logged in")
return None
symbol = args[0] if len(args) > 0 else ""
quantity = args[1] if len(args) > 1 else ""
for key in kwargs.keys():
key = key.lower()
if key == "sym" or key == "symbol":
symbol = kwargs[key]
if key == "quantity" or key == "q":
quantity = kwargs[key]
if symbol == "":
symbol = input("Stock Symbol: ")
if quantity == "":
quantity = input("Quantity: ")
self.open("https://www.howthemarketworks.com/trading/equities")
self.select_form()
self.__setitem__("Symbol", symbol)
self.__setitem__("Quantity", quantity)
result = self.submit_selected()
if result.ok:
print("Successfully bought " + str(quantity) + " shares of " + symbol)
else:
print("Failed to purchase " + symbol + ". Check that the symbol is correct and funds are sufficient")
return result
def info(self):
if not self.logged_in:
print("Not logged in")
return None
self.open("https://www.howthemarketworks.com/accounting/accountbalance")
self.launch_browser()
def autobuy(self, budget=1000):
print("Analyzing market, this may take time")
stocks = self.analyzer.recommend_buy(budget)
total = _sum_total(stocks)
symbols = []
print("The following stocks have been selected:")
for s in stocks:
symbols.append(s["symbol"])
print(s["name"] + " (" + s["symbol"] + ") ---- " + str(s["amount"]) + " share(s) totalling: $" + str(round(s["amount"] * s["price"], 2)))
print("Purchase will total $" + str(round(total, 2)))
print("Make sure you have sufficient funds before continuing")
decision = input("Finalize purchase? Y/N - ")
if decision.lower() != "y":
print("Cancelled order")
return
for s in stocks:
self.buy(s["symbol"], s["amount"])
if __name__ == "__main__":
ana = StockAnalyzer()
stonks = ana.recommend_buy(999999)
print(stonks)