A data processing method and apparatus

By determining the matching of data and event subject keys within a set time window and calculating the current indicator value, the problem of low calculation efficiency of indicator data results in big data platforms is solved, and the real-time performance and access efficiency of indicator values ​​are improved.

CN115129756BActive Publication Date: 2026-06-26HUNAN HAPPLY SUNSHINE INTERACTIVE ENTERTAINMENT MEDIA CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
HUNAN HAPPLY SUNSHINE INTERACTIVE ENTERTAINMENT MEDIA CO LTD
Filing Date
2022-07-05
Publication Date
2026-06-26

AI Technical Summary

Technical Problem

In existing technologies, the calculation efficiency of indicator-type data results based on big data platforms is low, with a lot of redundant calculations, resulting in poor real-time performance and access efficiency.

Method used

Within a set time window, it is determined whether there is a field in the data that matches the pre-defined event subject key. If a match is found, the data is sent to the corresponding indicator calculator to calculate the current indicator value based on historical indicator values. Intermediate results are calculated and stored every second set time interval, simplifying the calculation process and improving calculation and storage efficiency.

Benefits of technology

By prioritizing incremental computation to replace general data storage and analysis systems, the calculation process is simplified, ensuring the real-time performance and storage efficiency of indicator values, and improving the access efficiency of indicator values.

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Abstract

The application provides a data processing method and device. The method comprises: in a time window of a first set time length, when a piece of data is acquired, determining whether a field matching a pre-set subject key of an event exists in the data; if the field exists, sending the data to an index calculator corresponding to the subject key; the index calculator calculating a current index value based on the data and a historical index value calculated by the index calculator before the data arrives; calculating an intermediate result of the current index value in the time window every second set time length, and storing the intermediate result, the second set time length being less than the first set time length.
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