Data preview jobs run on either the Data Integration Service or the Spark engine. The Spark engine runs the job in the following cases:
The preview point or any upstream transformation contains hierarchical data.
The preview point or any upstream transformation is a Python transformation.
The preview point or any upstream transformation is an Expression transformation configured for windowing.
The mapping contains a combination of transformations that must run on the Spark engine.
When you view the results of data preview on hierarchical data, you can view the complex data types, the schema, and values. You can also navigate through the structure with breadcrumbs. You can export the results to a JSON file.
Before you preview data, verify that Spark is configured as the mapping run-time environment. If you are previewing hierarchical data in a complex file object, add the complex file object to a mapping to preview the data. You cannot preview data in mappings configured for the Databricks Spark engine.
Monitor ad hoc data preview jobs in the Monitor tab of the Administrator tool. From the Monitor tab, you can view job status, view job logs, and cancel jobs.