druid/examples/quickstart/tutorial/transform-index.json

{
  "type" : "index",
  "spec" : {
    "dataSchema" : {
      "dataSource" : "transform-tutorial",
      "parser" : {
        "type" : "string",
        "parseSpec" : {
          "format" : "json",
          "dimensionsSpec" : {
            "dimensions" : [
              "animal",
              { "name": "location", "type": "long" }
            ]
          },
          "timestampSpec": {
            "column": "timestamp",
            "format": "iso"
          }
        }
      },
      "metricsSpec" : [
        { "type" : "count", "name" : "count" },
        { "type" : "longSum", "name" : "number", "fieldName" : "number" },
        { "type" : "longSum", "name" : "triple-number", "fieldName" : "triple-number" }
      ],
      "granularitySpec" : {
        "type" : "uniform",
        "segmentGranularity" : "week",
        "queryGranularity" : "minute",
        "intervals" : ["2018-01-01/2018-01-03"],
        "rollup" : true
      },
      "transformSpec": {
        "transforms": [
          {
            "type": "expression",
            "name": "animal",
            "expression": "concat('super-', animal)"
          },
          {
            "type": "expression",
            "name": "triple-number",
            "expression": "number * 3"
          }
        ],
        "filter": {
          "type":"or",
          "fields": [
            { "type": "selector", "dimension": "animal", "value": "super-mongoose" },
            { "type": "selector", "dimension": "triple-number", "value": "300" },
            { "type": "selector", "dimension": "location", "value": "3" }
          ]
        }
      }
    },
    "ioConfig" : {
      "type" : "index",
      "firehose" : {
        "type" : "local",
        "baseDir" : "quickstart/tutorial",
        "filter" : "transform-data.json"
      },
      "appendToExisting" : false
    },
    "tuningConfig" : {
      "type" : "index",
      "maxRowsPerSegment" : 5000000,
      "maxRowsInMemory" : 25000,
      "forceExtendableShardSpecs" : true
    }
  }
}