Data processing method and device, equipment and storage medium
A data processing and data technology, applied in the computer field, can solve problems such as high code repetition and low data processing efficiency, and achieve the effect of improving data processing efficiency
Pending Publication Date: 2022-01-28
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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However, the code logic in the configuration file configured for each raw data is usually similar, which results in a high degree of code duplication, which in turn leads to technical problems of low data processing efficiency
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[0042] In order to enable ordinary persons in the art to better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings.
[0043] It should be noted that the terms "first" and "second" in the specification and claims of the present disclosure and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consi...
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The invention relates to a data processing method, device and system, equipment and a storage medium, relates to the technical field of computers, and can improve the data processing efficiency. The data processing method comprises the following steps: receiving a feature data acquisition request sent by a data requester, wherein the feature data acquisition request comprises a data request identifier; in response to the feature data acquisition request, calling a pre-configured configuration file, acquiring multiple pieces of sample data corresponding to the data request identifier, and converting the multiple pieces of sample data into multiple pieces of feature data, wherein the multiple pieces of sample data comprise search terms and search results, the data types of at least two pieces of sample data in the multiple pieces of sample data are different, the multiple pieces of feature data are in one-to-one correspondence with the multiple pieces of sample data, and the data types of all the feature data in the multiple pieces of feature data are the same; sending the plurality of feature data to a data requester; and using the multiple pieces of feature data to train and generate a behavior prediction model used for predicting user search behaviors.
Description
technical field [0001] The present disclosure relates to the field of computer technology, and in particular to a data processing method, device, equipment and storage medium. Background technique [0002] Feature engineering is to perform a series of engineering processes on raw data, refine it into feature data, and use it as input data for algorithms and models. [0003] Since the types of raw data are complex and diverse, when performing engineering processing on raw data, it is necessary to configure corresponding configuration files for each raw data. However, the code logic in the configuration file configured for each raw data is usually similar, which results in a high degree of code duplication, which in turn leads to the technical problem of low data processing efficiency. Contents of the invention [0004] The present disclosure provides a data processing method, device, system, equipment and storage medium, which can improve the efficiency of data processing....
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IPC IPC(8): G06F16/9532G06F16/9538G06F16/732G06F16/738G06N3/08
CPCG06F16/9532G06F16/9538G06F16/732G06F16/738G06N3/08
Inventor 李昊轩郑子墨张继仁赵慎吴芮闫瑞黄晨成邰四敏
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD