印尼农产品OLAP系统ETL (Extract, Transform and Load)模块开发

Aditia Yudhistira, Imas Sukaesih Sitanggang, Hari Agung Adrianto
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引用次数: 1

摘要

印尼农产品SOLAP系统是在前人研究的基础上成功发展起来的。农业商品数据在银河模式的数据仓库中进行管理,数据仓库中有切花园艺、观赏植物园艺、园艺、粮食作物、种植、牲畜种群、畜牧生产等7个事实表和位置、时间、商品等3个维度表。SOLAP在系统上的操作结果可以以交叉表、图形和地图的形式可视化。该系统采用web平台,公众可以访问。但是,SOLAP系统不能实时更新数据。本研究旨在通过创建一个抓取系统,为印尼农产品SOLAP开发一个实时数据仓库。本研究通过创建一个应用于SOLAP服务器的实时抓取系统,成功地在印尼农产品SOLAP系统上开发了一个实时数据仓库,并成功地使ETL过程在SOLAP服务器上实时运行,并利用Douglas-Peucker优化了基于多边形的空间数据可视化。本研究还采用黑盒测试方法对印尼农产品SOLAP系统进行了OLAP特性和功能的功能测试。本研究结果为印尼农产品SOLAP提供了准确、实时的数据,SOLAP特征测试结果100%通过,OLAP功能数据符合性测试结果符合预期。此外,本研究的结果可以根据预定的时间表自动更新数据,提供实时信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development ETL (Extract, Transform and Load) Module in Indonesian Agricultural Commodities OLAP System
The SOLAP system for Indonesian Agricultural Commodities is a successful development based on previous studies. Agricultural commodity data are managed in a data warehouse with a galactic schema, which has 7 fact tables, namely cut flower horticulture, ornamental plant horticulture, horticulture, food crops, plantation, livestock population, and livestock production, as well as 3 dimensional tables, namely location, time, and commodity. The results of SOLAP operations on the system can be visualized in the form of crosstabs, graphs and maps. The system uses a web platform so that it can be accessed by the public. However, the SOLAP system cannot update data in real time. This study aims to develop a data warehouse for Indonesian Agricultural Commodities SOLAP in real time by creating a scraping system. This study has succeeded in developing a data warehouse in real time on the indonesian agricultural commodity SOLAP system by creating a real time scraping system that is applied to the SOLAP server and has succeeded in making the ETL process run in real time on the SOLAP server and optimizing polygon-based spatial data visualization using the Douglas-Peucker. This study has also carried out functional testing of OLAP features and functions on the Indonesian Agricultural Commodity SOLAP system using the black box testing method. The results of this study provide accurate and real-time data on the SOLAP of Indonesian Agricultural Commodities, with the results of SOLAP feature testing achieving 100 percent pass and the data conformity test results of OLAP function as expected. In addition, the results of this study make it possible to automatically update the data according to a predetermined schedule to provide real-time information.
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