Feature job set release method and device, electronic device and storage medium

Abstract

The invention provides a feature job set release method and device, an electronic device and a storage medium. The method comprises the following steps: creating a null feature job set corresponding to a target data source; extracting a first feature contained in a plurality of feature data issued by the target data source; storing the first feature in an appointed storage space corresponding to the empty feature job set, and generating a feature job set to be published; and when a publishing instruction corresponding to the to-be-published feature job set is monitored, publishing the to-be-published feature job set, and generating version information corresponding to the to-be-published feature job set. According to the method, online monitoring can be carried out on a plurality of feature operations, and features in feature data issued by a data source are automatically extracted. After the to-be-published feature job set is published, backtracking of the feature job can be realizedaccording to the version information of the feature job set, and management of the published feature job set can be realized according to the version information, so that the purpose of managing the published feature job set is achieved.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a feature job set release method, device, electronic equipment and storage medium. Background technique [0002] Both security risk control and recommendation systems will analyze user behaviors to extract corresponding features for tasks such as fraud detection, illegal product identification, personalized recommendations, and precision marketing. [0003] However, the existing feature task management method is usually developed and maintained manually. During the running process of feature tasks, each feature task cannot be monitored. Moreover, the release of feature jobs has no concept of version, and feature jobs cannot be traced back. Contents of the invention [0004] The technical problem to be solved by the embodiments of the present invention is to provide a feature job set release method, device, electronic equipment, and storage medium to solve the pr...

AI Technical Summary

Problems solved by technology

[0004] The technical problem to be solved by the embodiments of the present invention is to provide a feature job set release method, device, electronic equipment, and storage medium to solve the problem that each feature task cannot be monitored in the prior art, and there is no version for feature job release. Concept, technical problem that cannot perform feature job backtracking

Images