Data processing method, apparatus, device, and medium

By performing interpolation processing in the cache and using a double-caching mechanism, interpolated data is generated and rendered, solving the problem that users cannot perceive changes in the indicator data on the screen in real time, realizing dynamic changes in indicator data, and improving the user experience.

CN122432430APending Publication Date: 2026-07-21BEIJING ZITIAO NETWORK TECH CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
BEIJING ZITIAO NETWORK TECH CO LTD
Filing Date
2026-04-22
Publication Date
2026-07-21

AI Technical Summary

Technical Problem

Users find it difficult to perceive changes in the metrics displayed on the screen in real time, resulting in a poor user experience. Existing technologies struggle to address the issue of data instability caused by low backend data update frequency and long frontend polling intervals.

Method used

Interpolated data is generated by interpolating in the buffer, and multiple data to be rendered are rendered sequentially according to the rendering interval. The dynamic changes of data are realized by using a double buffering mechanism.

Benefits of technology

When the source data update interval is long, the dynamic changes of the indicator data on the screen can be realized by interpolation processing and flexible setting of the rendering interval, which improves the user's real-time perception and enhances the user experience.

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Abstract

The present application relates to a data processing method, device, equipment and medium, wherein the method comprises: in response to obtaining first source data to be processed, storing the first source data into a first cache; in response to the first cache also storing second source data, performing interpolation processing on the first source data and the second source data to obtain interpolation data; and obtaining a plurality of rendering data based on the interpolation data and the first source data; wherein the second source data and the first source data are different values of the same index corresponding to different times, and the number of interpolation data is related to a preset rendering interval length; storing the plurality of rendering data into a second cache, and sequentially performing rendering processing on the plurality of rendering data in the second cache according to the rendering interval length. The present application can achieve the effect of dynamic change of rendering and presenting index data in a short time, guarantee that the user can clearly perceive that the index data is currently in a changing state, and better improve the user experience.
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