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Similarly, data catalogs insure consistent, coordinated access, allowing multiple enquiry engines to safely take from and publish to the same tables without conflicts or data degeneracy. Although the Berg information and metadata files themselves exist instantly in target storage (similar R2), the name of tables and pointers to the current metadata postulate to be tracked centrally by a data catalogue. For this reason, we wrote a customs duty crunch algorithmic rule that merges ingested batches in order of their minimal log timestamp, leveraging the min/grievous bodily harm statistics mentioned previously. This algorithmic rule reduced the keep down of overlaps 'tween incorporate files by two orders of magnitude.