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Google Cloud's Lakehouse runtime catalog modernizes legacy Apache Hive Metastores, which bottleneck petabyte-scale data across Spark, BigQuery, and Trino. The catalog replaces HMS as the central schema registry, enabling multiple query engines to access raw Parquet and ORC files without legacy operational constraints.
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