To validate the consistency and accuracy of data processed in a mapping for a read operation, you can create an audit for the mapping.
An audit is composed of rules and conditions. Use a rule to compute an aggregated value for a single column of data. Use a condition to make comparisons between multiple rules or between a rule and constant values.
You can run audits with mappings that run on the Data Integration Service or the Spark engine.