I know in most cases, we can cache the data in the first beginning when defining a function to load the data. However, I saw many will also cache the plot function using the same data source. Is it really necessary to do that assuming the data is already cached? Is it helpful to cache all the functions if possible to improve the performance?
If one function is used within another function that is cached, the st.cache() decorator should cache both results. Itβs likely the case that using st.cache() everywhere has no effect, either on behavior or performance, but I have not verified that personally.
Thanks for stopping by! We use cookies to help us understand how you interact with our website.
By clicking βAccept allβ, you consent to our use of cookies. For more information, please see our privacy policy.
Cookie settings
Strictly necessary cookies
These cookies are necessary for the website to function and cannot be switched off. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms.
Performance cookies
These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us understand how visitors move around the site and which pages are most frequently visited.
Functional cookies
These cookies are used to record your choices and settings, maintain your preferences over time and recognize you when you return to our website. These cookies help us to personalize our content for you and remember your preferences.
Targeting cookies
These cookies may be deployed to our site by our advertising partners to build a profile of your interest and provide you with content that is relevant to you, including showing you relevant ads on other websites.