Option Strategies

Follow these steps to implement the short straddle strategy:

1. In the Initializeinitialize method, set the start date, end date, cash, and Option universe.

private Symbol _symbol;

public override void Initialize()
{
    SetStartDate(2017, 4, 1);
    SetEndDate(2017, 6, 30);
    SetCash(100000);
    UniverseSettings.Asynchronous = true;
    var option = AddOption("GOOG");
    _symbol = option.Symbol;
    option.SetFilter(-1, 1, 30, 60);
}

def initialize(self) -> None:
    self.set_start_date(2017, 4, 1)
    self.set_end_date(2017, 6, 30)
    self.set_cash(100000)
    self.universe_settings.asynchronous = True   
    option = self.add_option("GOOG")
    self._symbol = option.symbol
    option.set_filter(-1, 1, 30, 60)

2. In the OnDataon_data method, select the expiration date and strike price of the contracts in the strategy legs.

public override void OnData(Slice slice)
{
    if (Portfolio.Invested || 
        !slice.OptionChains.TryGetValue(_symbol, out var chain))
    {
        return;
    }

    // Find ATM options with the nearest expiry
    var expiry = chain.Min(contract => contract.Expiry);
    var contracts = chain.Where(contract => contract.Expiry == expiry)
                         .OrderBy(contract => Math.Abs(contract.Strike - chain.Underlying.Price))
                         .ToArray();

    if (contracts.Length < 2) return;

def on_data(self, slice: Slice) -> None:
    if self.Portfolio.Invested:
        return

    chain = slice.OptionChains.get(self.symbol, None)
    if not chain:
        return

    # Find ATM options with the nearest expiry
    expiry = min([x.Expiry for x in chain])
    contracts = sorted([x for x in chain if x.Expiry == expiry],
        key=lambda x: abs(chain.Underlying.Price - x.Strike))

    if len(contracts) < 2:
        return

3. In the OnDataon_data method, call the OptionStrategies.Straddle method and then submit the order.

var shortStraddle = OptionStrategies.ShortStraddle(_symbol, contracts[0].Strike, expiry);
Buy(shortStraddle, 1);

short_straddle = OptionStrategies.short_straddle(self.symbol, contracts[0].strike, expiry)
self.buy(short_straddle, 1)

Option strategies synchronously execute by default. To asynchronously execute Option strategies, set the asynchronous argument to Falsefalse. You can also provide a tag and order properties to the Buy method.

Buy(optionStrategy, quantity, asynchronous, tag, orderProperties);

self.Buy(option_strategy, quantity, asynchronous, tag, order_properties)

The payoff of the strategy is

$$ \begin{array}{rcll} C^{ATM}_T & = & (S_T - K^{C})^{+}\\ P^{ATM}_T & = & (K^{P} - S_T)^{+}\\ P_T & = & (-C^{ATM}_T - P^{ATM}_T + C^{ATM}_0 + P^{ATM}_0)\times m - fee \end{array} $$ $$ \begin{array}{rcll} \textrm{where} & C^{ATM}_T & = & \textrm{ATM call value at time T}\\ & P^{ATM}_T & = & \textrm{ATM put value at time T}\\ & S_T & = & \textrm{Underlying asset price at time T}\\ & K^{C} & = & \textrm{ATM call strike price}\\ & K^{P} & = & \textrm{ATM put strike price}\\ & P_T & = & \textrm{Payout total at time T}\\ & C^{ATM}_0 & = & \textrm{ATM call value at position opening (debit paid)}\\ & P^{ATM}_0 & = & \textrm{ATM put value at position opening (debit paid)}\\ & m & = & \textrm{Contract multiplier}\\ & T & = & \textrm{Time of expiration} \end{array} $$

The following chart shows the payoff at expiration:

The maximum profit is $C^{ATM}_0 + P^{ATM}_0$. It occurs when the price of the underlying asset remains exactly at the strike price upon expiration.

The maximum loss is unlimited if the underlying price rises to infinity or drops to zero at expiration.

The following table shows the price details of the assets in the algorithm at Option expiration (2017-05-20):

Asset	Price ($)	Strike ($)
Call	19.6	835.00
Put	21.4	835.00
Underlying Equity at early (2017-05-15) call assignment	932.22	-
Underlying Equity at expiration	934.01	-

Therefore, the payoff is

$$ \begin{array}{rcll} C^{ATM}_T & = & (S_T - K^{C})^{+}\\ & = & (934.01-835.00)^{+}\\ & = & 99.01\\ P^{ATM}_T & = & (K^{P} - S_T)^{+}\\ & = & (835.00-934.01)^{+}\\ & = & 0\\ P_T & = & (-C^{ATM}_T - P^{ATM}_T + C^{ATM}_0 + P^{ATM}_0)\times m - fee\\ & = & (-99.01-0+19.6+21.4)\times 100 - 2.00\\ & = & -5803 \end{array} $$

So, the strategy loses $5,277. The early assigment doesn't influence the payoff.

The following algorithm implements a short straddle strategy: