options-automation/options_chain.py

38 lines
1.6 KiB
Python

from datetime import datetime
from dotenv import load_dotenv
from os import getenv
from tradestation import TradeStationClient
from option_type import OptionType
load_dotenv()
class OptionsChain:
def __init__(self, symbol, expiration):
self.symbol = symbol
self.expiration = expiration
self.options_chain = self.get_options_chain(symbol, expiration)
def get_options_chain(self, symbol: str, expiration: datetime):
tradestation_client = TradeStationClient(getenv('TRADESTATION_REFRESH_TOKEN'))
return tradestation_client.get_options_chain(symbol, expiration)
def options_by_type(self, option_type: OptionType):
return self.options_chain[self.options_chain['Type'] == option_type.value].copy()
def closest_contract_by_credit(self, target_credit: float, option_type: OptionType):
options = self.options_by_type(option_type)
options['Credit Distance'] = abs(options['Bid'] - target_credit)
return options.loc[options['Credit Distance'].idxmin()]
def closest_contract_by_delta(self, target_delta: float, option_type: OptionType):
options = self.options_by_type(option_type)
options['Delta Distance'] = abs(options['Delta'] - target_delta)
return options.loc[options['Delta Distance'].idxmin()]
def closest_contract_by_strike(self, target_strike: float, option_type: OptionType):
options = self.options_by_type(option_type)
options['Strike Distance'] = abs(options['Strike'] - target_strike)
return options.loc[options['Strike Distance'].idxmin()]