Hi,
How do I use self.Portfolio to calculate the total delta of my portfolio?
Thanks
QUANTCONNECT COMMUNITY
Hi,
How do I use self.Portfolio to calculate the total delta of my portfolio?
Thanks
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Mia Alissi
To calculate the total delta of your portfolio, you can iterate over the securities in your portfolio and sum up their quantities. Here's an example in Python:
In this code,
self.Portfolio.Valuesgives you a collection of all theSecurityHoldingobjects in your portfolio. EachSecurityHoldingobject represents your holdings of a particular security and has aQuantityproperty that tells you how many units of the security you hold. By summing up theQuantityof all your holdings, you get the total delta of your portfolio.Please note that this calculation assumes that all securities in your portfolio have the same unit of quantity. If you're trading securities that have different units (for example, stocks and futures), you might need to adjust the quantities to a common unit before summing them up.
Source: QuantConnect Documentation
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Nathan Sela
What if my portfolio is a variety of options with each having its own delta?Â
The code you have shown calculates the total quantity of the portfolio not the total delta
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Mia Alissi
I see, if your portfolio consists of options, each option contract will indeed have its own delta. Unfortunately, the information extracts provided do not contain a direct method to calculate the total delta of a portfolio of options.
However, in QuantConnect, you can use the
OptionPriceModelsto calculate the Greeks of an option, including the delta. The delta of an option can be accessed using theGreeksproperty of theOptionHoldingclass. Here's an example:This code iterates over all the
OptionHoldingobjects in your portfolio, sums up their deltas, and assigns the result tototal_delta. Please note that this code assumes that all theSecurityHoldingobjects inself.Portfolio.Valuesare of typeOptionHolding. If your portfolio contains other types of securities, you should filter them out before calculating the total delta.Please note that this is a hypothetical example and the actual implementation may vary based on the specifics of your algorithm and the securities in your portfolio.
Source: QuantConnect Documentation
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Nathan Sela
OptionHolding does not have a member Greeks…?
Mia Alissi
I apologize for the confusion. You're correct, the
OptionHoldingclass does not have aGreeksproperty. TheGreeksproperty is available in theOptionContractclass.To calculate the total delta of your portfolio, you would need to iterate over the option contracts in the
OptionChainand sum up their deltas. Here's an example:In this code,
slice.OptionChainsgives you a collection of all theOptionChainobjects in your portfolio. EachOptionChainobject represents a chain of option contracts for a particular underlying security. By iterating over the contracts in each chain and summing up their deltas, you get the total delta of your portfolio.Please note that this code assumes that you have requested the option data and it is available in the
sliceobject passed to yourOnDatamethod.Source: QuantConnect Documentation
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Nathan Sela
But how do I know my position in each option in the chain, is it accessible from OptionContract?
Mia Alissi
You can access your position in each option contract through the
Portfolioobject. ThePortfolioobject has a method__getitem__that allows you to access theSecurityHoldingobject for a given symbol. Here's an example:In this code,
self.Portfolio[contract.Symbol]gives you theSecurityHoldingobject for the option contract, which tells you how many units of the contract you hold. By multiplying the delta of each contract by the quantity you hold and summing up the results, you get the total delta of your portfolio.Please note that this code assumes that you have requested the option data and it is available in the
sliceobject passed to yourOnDatamethod.Source: QuantConnect Documentation
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Nathan Sela
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
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