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In the realm of large-scale artificial intelligence (AI), preprocessing emerges as a crucial stage, often ignored. BulkDaPa, a novel system, addresses this challenge by offering scalable data processing solutions tailored for gigantic datasets. By leveraging sophisticated methods, BulkDaPa streamlines the whole data preparation pipeline, enabling A