This paper first integrates big data tools—Hive. Impala. and SparkSQL—which support SQL-like queries for rapid data retrieval in big data. The three introduced tools are not only suitable for operating in business intelligence to serve high-performance data retrieval. https://steedaes.shop/product-category/engine-assembly-components/