The `close` method of the `py4j.java_gateway.JavaGateway` in Python is used to terminate the connection between the Python program and the Java Virtual Machine (JVM). This method releases all the resources allocated by the JavaGateway and closes the communication channel, ensuring that no further communication can take place. It is particularly useful to prevent memory leaks or any undesired lingering communication between the Python program and the JVM.
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