Execute Data Profile Job on Dataset

Field 

Value 

Description 

Example / Notes 

Possible value 

samplingOptions 

String 

Specifies whether to profile all data or a sample subset. Use "SAMPLE" for large datasets to improve performance, "ALL" for complete accuracy. 

"SAMPLE" 

"SAMPLE", "ALL" 

fieldsGroup 

String 

 Determines which fields to include in profiling. "ALL" profiles every column, "CUSTOM" allows selective field specification via the fields array. 

"CUSTOM" 

"ALL", "CUSTOM" 

fields 

Array of Object 

List of specific fields to profile. Required when fieldsGroup is "CUSTOM". Optional when fieldsGroup is "ALL". 

[] 

Array of field objects 

fields[].fieldId 

String 

Unique identifier of the column/field to profile. Must match an existing column ID from the dataset's transformation steps. 

"17764122063997964225" 

Valid column ID string 

fields[].displayName 

string 

Display name of the field. Used for identification in profiling results and UI display 

"productkey" 

Any valid column name