webull VS finta

### Alpaca #### # pip install alpaca_trade_api # Import Alpaca Package import alpaca_trade_api as tradeapi # Set API Keys api_key = '' secret_key = 'ENTER ALPACA SECRET KEY HERE' # Initialize Alpaca Trading Object alpaca_client = tradeapi.REST(api_key, secret_key, raw_data=True) # Validate Client Object Works print(alpaca_client.get_account()) # Submit a fractional trade (market order only) orderNumber = alpaca_client.submit_order(symbol='AAPL', qty=0.1234, side='buy', type='market', time_in_force='day')['client_order_id'] # Submit a limit order (fractional shares not allowed) orderNumber = alpaca_client.submit_order(symbol='AAPL', qty=5, side='sell', type='limit', limit_price='138.00', time_in_force='gtc')['client_order_id'] ### Tradier ### # pip install tradier-python # Import Tradier Package from tradier_python import TradierAPI # Set API Keys account_id = '' access_token = 'ENTER TRADIER ACCESS TOKEN HERE' # Initialize Tradier Trading Object tradier_client = TradierAPI(token=access_token, default_account_id=account_id, endpoint='https://api.tradier.com/') # Validate Client Object Works print(tradier_client.get_profile()) # Submit a limit order (fractional shares not allowed) orderNumber = order_number = tradier_client.order_equity(symbol='IBM', side='buy', quantity='10', order_type='limit', limit_price='138.00', duration='day' )['id'] ### Ally ### # pip install AllyInvestPy # Import Ally Package from ally import * # Set API Keys account_id = '' token_secret = 'ENTER ALLY TOKEN SECRET HERE' token_key = 'ENTER ALLY TOKEN KEY HERE' api_key = 'ENTER ALLY API KEY HERE' # Initialize Ally Trading Object ally_client = AllyAPI(account_id, token_secret, token_key, api_key, response_format="json") # Validate Client Object Works print(ally_client.get_account(id=account_id)) # Submit a limit order (fractional shares not allowed) orderInfo = ally_client.order_common_stock(ticker='APPL', shares=10, type='Limit', price='138.00', account_nbr=account_id, side='Buy') ### Webull ### # pip install webull # Import Webull Package from webull import webull # It's necessary to get and create below webull credentials file # Follow steps in this URL: https://github.com/tedchou12/webull/wiki/Workaround-for-Login # Tip: You need to enter trade token and do a search for "refreshToken" in order to locate and retrieve extInfo response fh = open('c:/temp/webull_credentials.json', 'r') credential_data = json.load(fh) fh.close() print(credential_data) print(credential_data['refreshToken']) print(credential_data['accessToken']) print(credential_data['tokenExpireTime']) print(credential_data['uuid']) # Initialize Webull Trading Object webull_client = webull() # Set Webull Tokens webull_client._refresh_token = credential_data['refreshToken'] webull_client._access_token = credential_data['accessToken'] webull_client._token_expire = credential_data['tokenExpireTime'] webull_client._uuid = credential_data['uuid'] # Refresh Webull Token to Extend Expiration for 1 Week n_data = webull_client.refresh_login() credential_data['refreshToken'] = n_data['refreshToken'] credential_data['accessToken'] = n_data['accessToken'] credential_data['tokenExpireTime'] = n_data['tokenExpireTime'] # Update credentials file with new values file = open('c:/temp/webull_credentials.json', 'w') json.dump(credential_data, file) file.close() # Validate Client Object Works print(webull_client.get_account_id()) # Submit Order (Fractional Shares Not Allowed) # Enter phone number, password, and trade token information webull_client.login('+1-2125551234', '') webull_client.get_trade_token('123456') # It's annoying but the two lines above, login() and get_trade_token() functions must be executed before EACH trade is placed orderNumber = webull_client.place_order(stock='AAPL', action='BUY', orderType='LMT', quant=10.0, price='138.00')['data']['orderId']

WeBull. No commissions. $5 minimum for fractional shares. 1am ET start of trading APIs here. Caveat is phone app has better UI than the desktop app, imo.

Apart from their wiki, they don't seem to have official documentation!

webull - GitHub - tedchou12/webull: Unofficial APIs for Webull.

Have you thought about using the FinTA package for trading signals and also ratelimit to help with some of those weird things that can pop up with dealing with external APIs

I'm also going to shamelessly plug fast-trade, which is a backtesting library where you write strategies as objects instead of actual code. It's also built on a couple of pretty wonderful libraries including pandas and FinTa, which has a lot of indicators and it's really simple to use.