Apache Impala participated in a benchmarking challenge to analyze a dataset of 1 trillion temperature records stored in Parquet format. The challenge aimed to measure the read and aggregation performance of various data warehouse engines, with Impala leveraging its distributed architecture to efficiently process the queries. Results demonstrated the varying capabilities of different systems while encouraging ongoing improvement in data processing technologies.