{
  "metadata": {
    "version": 1,
    "disable_limits": false,
    "instance_type": "ml.m5.4xlarge"
  },
  "nodes": [
    {
      "node_id": "d30819a4-1d3f-40e2-b621-03e6bffaae99",
      "type": "SOURCE",
      "operator": "sagemaker.athena_source_0.1",
      "parameters": {
        "dataset_definition": {
          "datasetSourceType": "Athena",
          "name": "restate-california",
          "catalogName": "AwsDataCatalog",
          "databaseName": "restate",
          "queryString": "SELECT * FROM \"restate\".\"california_10\"",
          "s3OutputLocation": "s3://sagemaker-<region e.g. ap-southeast-1>-<AWS ACCOUNT ID>/athena/restate/",
          "outputFormat": "parquet",
          "workgroup": null,
          "workgroupOutputLocation": null,
          "enforceWorkgroupConfiguration": false
        }
      },
      "trained_parameters": {
        "query_execution_id": "ca8a88de-b2b8-403b-b841-f3a9c1a750a0",
        "ctas_table_name": "sagemaker_tmp_5f97be7f253044558c96b79e9a8fad40"
      },
      "inputs": [],
      "outputs": [
        {
          "name": "default"
        }
      ]
    },
    {
      "node_id": "5a68450a-36ea-4857-8484-01c77b472b94",
      "type": "TRANSFORM",
      "operator": "sagemaker.spark.infer_and_cast_type_0.1",
      "parameters": {},
      "trained_parameters": {
        "schema": {
          "longitude": "float",
          "latitude": "float",
          "housingmedianage": "float",
          "totalrooms": "float",
          "totalbedrooms": "float",
          "population": "float",
          "households": "float",
          "medianincome": "float",
          "medianhousevalue": "float"
        }
      },
      "inputs": [
        {
          "name": "default",
          "node_id": "d30819a4-1d3f-40e2-b621-03e6bffaae99",
          "output_name": "default"
        }
      ],
      "outputs": [
        {
          "name": "default"
        }
      ]
    },
    {
      "node_id": "1f0d5f6b-e272-4eb1-bc01-83d4d6955ec2",
      "type": "TRANSFORM",
      "operator": "sagemaker.spark.manage_columns_0.1",
      "parameters": {
        "operator": "Drop column",
        "drop_column_parameters": {
          "column_to_drop": [
            "medianincome"
          ]
        }
      },
      "inputs": [
        {
          "name": "df",
          "node_id": "5a68450a-36ea-4857-8484-01c77b472b94",
          "output_name": "default"
        }
      ],
      "outputs": [
        {
          "name": "default"
        }
      ]
    },
    {
      "node_id": "99ae1ec3-dd5f-453c-bfae-721dac423cd7",
      "type": "TRANSFORM",
      "operator": "sagemaker.spark.manage_columns_0.1",
      "parameters": {
        "operator": "Move column",
        "move_column_parameters": {
          "move_type": "Move to start",
          "move_to_start_parameters": {
            "column_to_move": "medianhousevalue"
          }
        },
        "drop_column_parameters": {}
      },
      "inputs": [
        {
          "name": "df",
          "node_id": "1f0d5f6b-e272-4eb1-bc01-83d4d6955ec2",
          "output_name": "default"
        }
      ],
      "outputs": [
        {
          "name": "default"
        }
      ]
    }
  ]
}