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A retail company wants to implement a data pipeline that extracts sales data from their transactional database, performs basic transformations (such as aggregating daily sales totals), and loads the data into BigQuery for reporting. Which combination of Google Cloud products would be most appropriate for orchestrating and implementing this transformation pipeline?