In the context of preparing data for analysis in a data warehouse, you are tasked with selecting the most appropriate Google Cloud service for preprocessing and cleaning large datasets. The solution must support visual data wrangling, handle complex transformations without extensive coding, and integrate seamlessly with BigQuery for loading the processed data. Given these requirements, which of the following services should you choose? (Choose one correct option)