Design And Implementation Of Drilling Information Data Warehouse Based On Hive

With the rapid development of advanced drilling and intelligent technology,the management of petroleum enterprises is gradually standardized and informatized,and the data scale of drilling information is also increasing.However,traditional drilling information data warehouse management systems are difficult to cope with the storage analysis and rapid query requirements of massive data.In order to maximize the use of historical data accumulated by the drilling information system for decision support,this paper adopts the theoretical technology of the Hadoop big data processing platform and the column storage advantage of the Hive data warehouse to design and implement a drilling information data warehouse system based on Hive.The research work of this paper mainly includes the following aspects:Firstly,build a drilling information data warehouse architecture based on Hive.To meet the storage needs of massive drilling information in a big data environment,based on the theoretical technology of Hadoop and Hive,and using the Spring Boot and Spring MVC frameworks,the corresponding drilling data warehouse architecture is constructed to more effectively support drilling information analysis and assist decision-making.Secondly,design and implement a data warehouse model based on Hive column storage.To meet the storage and analysis needs of massive drilling information,a drilling information data warehouse model based on Hive column storage is designed and implemented,which includes the determination of data warehouse themes,granularity design,and the design of Hive column storage models.Moreover,the data warehouse adopts a layered design,and each layer is elaborated in detail,conducting multidimensional statistical analysis on drilling information from multiple dimensions such as time,drilling team,region,and supplier.Thirdly,realize the visual display of data warehouse data.In order to reduce the operational difficulty of the Hive-based drilling information data warehouse,using the Spring Boot and Spring MVC frameworks and the front-end display framework Vue,a drilling information data warehouse system is designed and developed to achieve data visualization display.