Using the Notebook Interpreter Modes

Notebooks provide three different interpreter modes: shared, scoped and isolated. These modes provide different ways to share the same interpreter settings across notebooks. Each interpreter is a JVM process talking to the Zeppelin daemon. The interpreter modes are as offered by the open-source Apache Zeppelin. You can specify these modes as globally or per note.

The three interpreter modes are:

  • shared - a single JVM process and a single session serves all notes. As a result, note A can access variables (e.g python, scala, ..) directly which are initialized in other notes.

  • scoped -Zeppelin runs a single interpreter JVM process but each note runs in its own dedicated session.

  • isolated - runs a separate interpreter process for each note. So, each note has an absolutely isolated session.

The three interpreter modes are shown as illustrated here.

../../../../_images/InterpreterProcessModes.png

Perform the following steps to change the interpreter mode:

  1. Go to a specific running Notebook’s page, and click on Interpreters.

  2. On the Interpreters page, click on the interpreter’s name to expand it.

  3. Click edit.

  4. From the drop-down list, select the appropriate interpreter mode and whether it is per note or global.