hey @Arunkumar Shanmugasamy​  

A database stores the current data required to power an application. A data lake stores current and historical data for one or more systems in its raw form for the purpose of analyzing the data.

so for Datawarehousing according to me datalake will be the best option so i will go with Databricks ADLS as it has current + historical data also .