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JSONPATHARRAY

This section contains reference documentation for the JSONPATHARRAY function.

Extracts an array 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.

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Signature

JSONPATHARRAY(jsonField, 'jsonPath')

Arguments
Description
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'jsonPath'` is a literal. Pinot uses single quotes to distinguish them from identifiers.

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Usage Examples

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

Expression
Value

This function can be used in the to extract the name, score, and second value of homework_grades into their respective columns , as described below:

jsonField

An Identifier/Expression contains JSON documents.

'jsonPath'

Follows JsonPath Syntaxarrow-up-right to read values from JSON documents.

JSONPATHARRAY(myJsonRecord, '$.subjects[*].name')

["maths", "english"]

JSONPATHARRAY(myJsonRecord, '$.subjects[*].score')

[90, 70]

JSONPATHARRAY(myJsonRecord, '$.subjects[*].homework_grades[1]')

[85, 65]

table config
{
  "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
      }
    ]
  }
}
{
   "tableConfig":{
      "ingestionConfig":{
         "transformConfigs":[
            {
               "columnName":"names",
               "transformFunction":"JSONPATHARRAY(data, '$.subjects[*].name')"
            },
            {
               "columnName":"ages",
               "transformFunction":"JSONPATHARRAY(data, '$.subjects[*].score')"
            },
            {
               "columnName":"homeworkGrades",
               "transformFunction":"JSONPATHARRAY(data, '$.subjects[*].homework_grades[1]')"
            }
         ]
      }
   }
}