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Your organization processes large volumes of structured and semi-structured data from transactional databases and logs, requiring transformations (including custom Python scripts) and storage in BigQuery for analysis. The solution must be cost-effective and integrate easily with BigQuery. Which Google Cloud tool best meets these needs?