Is there a good reason why the parameters for these functions can't be dynamic? Has anyone come up with a workaround for this?
Simply put, this was a design decision from the early stages of the platform. The securities are statically initialized, and the backtest can quickly fetch the needed data from our database, returning it to your window. If it's dynamic, this is done on the fly and is slower.
Quantopian now supports dynamic trading universes, so this design isn't as relevant, but it's deeply embedded within the architecture. There isn't a workaround available, but if you're looking for dynamic values, I would suggest to use set_universe or fundamentals to select your stocks. Those universes get updated automatically based on the criteria. And we are working to add other dynamic universe selections.
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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 Quantopian.
In addition, the material offers no opinion with respect to the suitability of any security or specific investment. No information contained herein should be regarded as a suggestion to engage in or refrain from any investment-related course of action as none of Quantopian nor any of its affiliates is undertaking to provide investment advice, act as an adviser to any plan or entity subject to the Employee Retirement Income Security Act of 1974, as amended, individual retirement account or individual retirement annuity, or give advice in a fiduciary capacity with respect to the materials presented herein. If you are an individual retirement or other investor, contact your financial advisor or other fiduciary unrelated to Quantopian about whether any given investment idea, strategy, product or service described herein may be appropriate for your circumstances. All investments involve risk, including loss of principal. Quantopian 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.