SQL Server 2005's Type 4 JDBC driver provides database connectivity from a Java application. Though the driver class and connection URL are a bit different in this version, connectivity is a snap.

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I'm using spring boot as the application layer connecting to dremio that is running on kubernetes, which is exposing port 32120 for flight. However when I try to connect it returns an exception saying ...

Connect your Java applications to databases—the easy way To access a database management system (DBMS) in Java, you need a JDBC (Java Database Connectivity) driver.