The cluster service provided by Data Spark-house seamlessly combines data engineering, data science, and machine learning functionalities within a dynamic cluster. It notably incorporates the Delta, Hudi, and Iceberg Lakehouse engines, setting Data Spark-house apart as a versatile Big Data platform suitable for various use cases. The Delta engine is ideal for data lakes and pipelines, the Iceberg engine excels in data warehousing and analytics, and the Hudi engine is particularly effective for real-time data processing and streaming analytics.