jsonpath.md

description
This section contains reference documentation for the JSONPATH function.

JSONPATH

Extracts the object value from jsonField based on 'jsonPath', the result type is inferred based on JSON value. This function can only be used in an ingestion transformation function.

Signature

JSONPATH(jsonField, 'jsonPath')

Arguments	Description
jsonField	An Identifier/Expression contains JSON documents.
'jsonPath'	Follows JsonPath Syntax to read values from JSON documents.

{% hint style="warning" %} 'jsonPath'` is a literal. Pinot uses single quotes to distinguish them from identifiers.

You can use the JsonPath tester tool to test JSON expressions before you import any data. {% endhint %}

Usage Examples

The usage examples are based on extracting fields from the following JSON document:

{
  "data": {
    "name": "Pete",
    "age": 24,
    "subjects": [
      {
        "name": "maths",
        "homework_grades": [80, 85, 90, 95, 100],
        "grade": "A",
        "score": 90
      },
      {
        "name": "english",
        "homework_grades": [60, 65, 70, 85, 90],
        "grade": "B",
        "score": 70
      }
    ]
  }
}

Expression	Value
JSONPATH(data, '$.name')	"Pete"
JSONPATH(data, '$.age')	24

This function can be used in the table config to extract the name property into the name column and age property into the age column, as described below:

{
   "tableConfig":{
      "ingestionConfig":{
         "transformConfigs":[
            {
               "columnName":"name",
               "transformFunction":"JSONPATHSTRING(data, '$.name')"
            },
            {
               "columnName":"age",
               "transformFunction":"JSONPATHSTRING(data, '$.age')"
            }
         ]
      }
   }
}