Jackson – JSON to java tree model

JSON to Java Tree Model Example

Jackson provides a tree node called com.fasterxml.jackson.databind.JsonNode. The ObjectMapper provides a method to convert JSON to Java tree model with the root being a JsonNode. This can be thought of as being similar to DOM nodes in XML DOM trees. The example below demonstrates building a tree from the JSON string

package com.studytrails.json.jackson;

import java.io.IOException;
import java.net.MalformedURLException;
import java.net.URL;
import java.util.Iterator;

import org.apache.commons.io.IOUtils;

import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.ObjectMapper;

public class TreeModelParser1 {
	public static void main(String[] args) throws MalformedURLException, IOException {
		// Get a list of albums from free music archive. limit the results to 5
		String url = "http://freemusicarchive.org/api/get/albums.json?api_key=60BLHNQCAOUFPIBZ&limit=2";
		// Get the contents of json as a string using commons IO IOUTils class.
		String genreJson = IOUtils.toString(new URL(url));

		// create an ObjectMapper instance.
		ObjectMapper mapper = new ObjectMapper();
		// use the ObjectMapper to read the json string and create a tree
		JsonNode node = mapper.readTree(genreJson);

		// lets see what type the node is
		System.out.println(node.getNodeType()); // prints OBJECT
		// is it a container
		System.out.println(node.isContainerNode()); // prints true
		// lets find out what fields it has
		Iterator<String> fieldNames = node.fieldNames();
		while (fieldNames.hasNext()) {
			String fieldName = fieldNames.next();
			System.out.println(fieldName);// prints title, message, errors,
											// total,
											// total_pages, page, limit, dataset
		}

		// we now know what elemets the container has. lets get the value for
		// one of them
		System.out.println(node.get("title").asText()); // prints
														// "Free Music Archive".

		// Lets look at the dataset now.
		JsonNode dataset = node.get("dataset");

		// what is its type?
		System.out.println(dataset.getNodeType()); // Prints ARRAY

		// so the dataset is an array. Lets iterate through the array and see
		// what each of the elements are
		Iterator<JsonNode> datasetElements = dataset.iterator();
		while (datasetElements.hasNext()) {
			JsonNode datasetElement = datasetElements.next();
			// what is its type
			System.out.println(datasetElement.getNodeType());// Prints Object
			// it is again a container . what are the elements ?
			Iterator<String> datasetElementFields = datasetElement.fieldNames();
			while (datasetElementFields.hasNext()) {
				String datasetElementField = datasetElementFields.next();
				System.out.println(datasetElementField); // prints album_id,
															// album_title,
															// album_handle,
															// album_url,
															// album_type,
															// artist_name,
															// artist_url,
															// album_producer,
															// album_engineer,
															// album_information,
															// album_date_released,
															// album_comments,
															// album_favorites,
															// album_tracks,
															// album_listens,
															// album_date_created,
															// album_image_file,
															// album_images

			}
			// break from the loop, since we just want to see the structure
			break;

		}

	}
}

Lets look at another example that shows the use of the path method. The path method is similar to the get() method but if the node does not exist, it does not return null but returns an object of type MissingNode

	package com.studytrails.json.jackson;

import java.io.IOException;
import java.net.MalformedURLException;
import java.net.URL;
import java.util.Iterator;

import org.apache.commons.io.IOUtils;

import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.ObjectMapper;

public class TreeModelParser2 {
	public static void main(String[] args) throws MalformedURLException, IOException {
		// Get a list of albums from free music archive. limit the results to 5
		String url = "http://freemusicarchive.org/api/get/albums.json?api_key=60BLHNQCAOUFPIBZ&limit=10";
		// Get the contents of json as a string using commons IO IOUTils class.
		String genreJson = IOUtils.toString(new URL(url));

		// create an ObjectMapper instance.
		ObjectMapper mapper = new ObjectMapper();
		// use the ObjectMapper to read the json string and create a tree
		JsonNode node = mapper.readTree(genreJson);

		// not the use of path. this does not cause the code to break if the
		// code does not exist
		Iterator<JsonNode> albums = node.path("dataset").iterator();
		while (albums.hasNext()) {
			System.out.println(albums.next().path("album_title"));
		}

	}
}
	
	


2 thoughts on “Jackson – JSON to java tree model”

  1. How can this be implemented to get inside the nested children of arrays? The structure I am working with is very complex. There is an object with msg array which has a children array of objects which has another children array of objects and so on… Eventually when the first array is empty and we step through until the end, I need to go back up to step through the second array. My overall goal is to parse a file I have and make a visualization model like an n-tree map (I cannot do a binary tree because most of the parents have 2+ children up to 18 from what I saw.). How could I approach something like this? I have been trying to parse this nested children array structure for a while now? Is there a option to attach a file to this comment?
    {
    “success”: true,
    “id”: 0,
    “start_row”: 0,
    “num_rows”: 1,
    “total_rows”: 1,
    “msg”: [
    {
    “id”: 4005,
    “atlas_id”: 3999,
    “ontology_id”: 7,
    “acronym”: “Br”,
    “name”: “brain”,
    “color_hex_triplet”: “A0A0A0”,
    “graph_order”: 0,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: null,
    “children”: [
    {
    “id”: 4006,
    “atlas_id”: 4000,
    “ontology_id”: 7,
    “acronym”: “GM”,
    “name”: “gray matter”,
    “color_hex_triplet”: “787878”,
    “graph_order”: 1,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4005,
    “children”: [
    {
    “id”: 4007,
    “atlas_id”: 4001,
    “ontology_id”: 7,
    “acronym”: “Tel”,
    “name”: “telencephalon”,
    “color_hex_triplet”: “D988A3”,
    “graph_order”: 2,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4006,
    “children”: [
    {
    “id”: 4008,
    “atlas_id”: 4002,
    “ontology_id”: 7,
    “acronym”: “Cx”,
    “name”: “cerebral cortex”,
    “color_hex_triplet”: “EDA65F”,
    “graph_order”: 3,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4007,
    “children”: [
    {
    “id”: 4009,
    “atlas_id”: 4003,
    “ontology_id”: 7,
    “acronym”: “FL”,
    “name”: “frontal lobe”,
    “color_hex_triplet”: “E8CD59”,
    “graph_order”: 4,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4008,
    “children”: [
    {
    “id”: 4053,
    “atlas_id”: 4047,
    “ontology_id”: 7,
    “acronym”: “AOrG”,
    “name”: “anterior orbital gyrus”,
    “color_hex_triplet”: “E8BF59”,
    “graph_order”: 5,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4009,
    “children”: [
    {
    “id”: 4054,
    “atlas_id”: 4048,
    “ontology_id”: 7,
    “acronym”: “AOrG”,
    “name”: “anterior orbital gyrus, left”,
    “color_hex_triplet”: “E8BF59”,
    “graph_order”: 6,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4053,
    “children”: []
    },
    {
    “id”: 4055,
    “atlas_id”: 4049,
    “ontology_id”: 7,
    “acronym”: “AOrG”,
    “name”: “anterior orbital gyrus, right”,
    “color_hex_triplet”: “E8BF59”,
    “graph_order”: 7,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4053,
    “children”: []
    }
    ]
    },
    {
    “id”: 4078,
    “atlas_id”: 4072,
    “ontology_id”: 7,
    “acronym”: “fro”,
    “name”: “frontal operculum”,
    “color_hex_triplet”: “E8C159”,
    “graph_order”: 8,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4009,
    “children”: [
    {
    “id”: 4079,
    “atlas_id”: 4073,
    “ontology_id”: 7,
    “acronym”: “fro”,
    “name”: “frontal operculum, left”,
    “color_hex_triplet”: “E8C159”,
    “graph_order”: 9,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4078,
    “children”: []
    },
    {
    “id”: 4080,
    “atlas_id”: 4074,
    “ontology_id”: 7,
    “acronym”: “fro”,
    “name”: “frontal operculum, right”,
    “color_hex_triplet”: “E8C159”,
    “graph_order”: 10,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4078,
    “children”: []
    }
    ]
    },
    {
    “id”: 4888,
    “atlas_id”: 4888,
    “ontology_id”: 7,
    “acronym”: “FP”,
    “name”: “frontal pole”,
    “color_hex_triplet”: “E8C359”,
    “graph_order”: 11,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4009,
    “children”: [
    {
    “id”: 4889,
    “atlas_id”: 4889,
    “ontology_id”: 7,
    “acronym”: “FP”,
    “name”: “frontal pole, left”,
    “color_hex_triplet”: “E8C359”,
    “graph_order”: 12,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4888,
    “children”: [
    {
    “id”: 4890,
    “atlas_id”: 4890,
    “ontology_id”: 7,
    “acronym”: “FP-s”,
    “name”: “frontal pole, left, superior aspect”,
    “color_hex_triplet”: “E8C359”,
    “graph_order”: 13,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4889,
    “children”: []
    },
    {
    “id”: 4891,
    “atlas_id”: 4891,
    “ontology_id”: 7,
    “acronym”: “FPi”,
    “name”: “frontal pole, left, inferior aspect”,
    “color_hex_triplet”: “E8C359”,
    “graph_order”: 14,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4889,
    “children”: []
    },
    {
    “id”: 4892,
    “atlas_id”: 4892,
    “ontology_id”: 7,
    “acronym”: “FPm”,
    “name”: “frontal pole, left, medial aspect”,
    “color_hex_triplet”: “E8C359”,
    “graph_order”: 15,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4889,
    “children”: []
    }
    ]
    },
    {
    “id”: 4893,
    “atlas_id”: 4893,
    “ontology_id”: 7,
    “acronym”: “FP”,
    “name”: “frontal pole, right”,
    “color_hex_triplet”: “E8C359”,
    “graph_order”: 16,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4888,
    “children”: [
    {
    “id”: 4894,
    “atlas_id”: 4894,
    “ontology_id”: 7,
    “acronym”: “FP-s”,
    “name”: “frontal pole, right, superior aspect”,
    “color_hex_triplet”: “E8C359”,
    “graph_order”: 17,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4893,
    “children”: []
    },
    {
    “id”: 4895,
    “atlas_id”: 4895,
    “ontology_id”: 7,
    “acronym”: “FPi”,
    “name”: “frontal pole, right, inferior aspect”,
    “color_hex_triplet”: “E8C359”,
    “graph_order”: 18,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4893,
    “children”: []
    },
    {
    “id”: 4896,
    “atlas_id”: 4896,
    “ontology_id”: 7,
    “acronym”: “FPm”,
    “name”: “frontal pole, right, medial aspect”,
    “color_hex_triplet”: “E8C359”,
    “graph_order”: 19,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4893,
    “children”: []
    }
    ]
    }
    ]
    },
    {
    “id”: 4047,
    “atlas_id”: 4041,
    “ontology_id”: 7,
    “acronym”: “GRe”,
    “name”: “gyrus rectus”,
    “color_hex_triplet”: “E8C459”,
    “graph_order”: 20,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4009,
    “children”: [
    {
    “id”: 4048,
    “atlas_id”: 4042,
    “ontology_id”: 7,
    “acronym”: “GRe”,
    “name”: “gyrus rectus, left”,
    “color_hex_triplet”: “E8C459”,
    “graph_order”: 21,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4047,
    “children”: []
    },
    {
    “id”: 4049,
    “atlas_id”: 4043,
    “ontology_id”: 7,
    “acronym”: “GRe”,
    “name”: “gyrus rectus, right”,
    “color_hex_triplet”: “E8C459”,
    “graph_order”: 22,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4047,
    “children”: []
    }
    ]
    },
    {
    “id”: 4035,
    “atlas_id”: 4029,
    “ontology_id”: 7,
    “acronym”: “IFG”,
    “name”: “inferior frontal gyrus”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 23,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4009,
    “children”: [
    {
    “id”: 4036,
    “atlas_id”: 4030,
    “ontology_id”: 7,
    “acronym”: “IFG”,
    “name”: “inferior frontal gyrus, left”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 24,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4035,
    “children”: []
    },
    {
    “id”: 4037,
    “atlas_id”: 4031,
    “ontology_id”: 7,
    “acronym”: “IFG”,
    “name”: “inferior frontal gyrus, right”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 25,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4035,
    “children”: []
    },
    {
    “id”: 4041,
    “atlas_id”: 4035,
    “ontology_id”: 7,
    “acronym”: “opIFG”,
    “name”: “inferior frontal gyrus, opercular part”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 26,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4035,
    “children”: [
    {
    “id”: 4042,
    “atlas_id”: 4036,
    “ontology_id”: 7,
    “acronym”: “opIFG”,
    “name”: “inferior frontal gyrus, opercular part, left”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 27,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4041,
    “children”: []
    },
    {
    “id”: 4043,
    “atlas_id”: 4037,
    “ontology_id”: 7,
    “acronym”: “opIFG”,
    “name”: “inferior frontal gyrus, opercular part, right”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 28,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4041,
    “children”: []
    }
    ]
    },
    {
    “id”: 4044,
    “atlas_id”: 4038,
    “ontology_id”: 7,
    “acronym”: “orIFG”,
    “name”: “inferior frontal gyrus, orbital part”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 29,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4035,
    “children”: [
    {
    “id”: 4045,
    “atlas_id”: 4039,
    “ontology_id”: 7,
    “acronym”: “orIFG”,
    “name”: “inferior frontal gyrus, orbital part, left”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 30,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4044,
    “children”: []
    },
    {
    “id”: 4046,
    “atlas_id”: 4040,
    “ontology_id”: 7,
    “acronym”: “orIFG”,
    “name”: “inferior frontal gyrus, orbital part, right”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 31,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4044,
    “children”: []
    }
    ]
    },
    {
    “id”: 4038,
    “atlas_id”: 4032,
    “ontology_id”: 7,
    “acronym”: “trIFG”,
    “name”: “inferior frontal gyrus, triangular part”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 32,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4035,
    “children”: [
    {
    “id”: 4039,
    “atlas_id”: 4033,
    “ontology_id”: 7,
    “acronym”: “trIFG”,
    “name”: “inferior frontal gyrus, triangular part, left”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 33,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4038,
    “children”: []
    },
    {
    “id”: 4040,
    “atlas_id”: 4034,
    “ontology_id”: 7,
    “acronym”: “trIFG”,
    “name”: “inferior frontal gyrus, triangular part, right”,
    “color_hex_triplet”: “E8C659”,
    “graph_order”: 34,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4038,
    “children”: []
    }
    ]
    }
    ]
    },
    {
    “id”: 4900,
    “atlas_id”: 4900,
    “ontology_id”: 7,
    “acronym”: “IRoG”,
    “name”: “inferior rostral gyrus”,
    “color_hex_triplet”: “E8C859”,
    “graph_order”: 35,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4009,
    “children”: [
    {
    “id”: 4901,
    “atlas_id”: 4901,
    “ontology_id”: 7,
    “acronym”: “IRoG”,
    “name”: “inferior rostral gyrus, left”,
    “color_hex_triplet”: “E8C859”,
    “graph_order”: 36,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4900,
    “children”: []
    },
    {
    “id”: 4902,
    “atlas_id”: 4902,
    “ontology_id”: 7,
    “acronym”: “IRoG”,
    “name”: “inferior rostral gyrus, right”,
    “color_hex_triplet”: “E8C859”,
    “graph_order”: 37,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4900,
    “children”: []
    }
    ]
    },
    {
    “id”: 4059,
    “atlas_id”: 4053,
    “ontology_id”: 7,
    “acronym”: “LOrG”,
    “name”: “lateral orbital gyrus”,
    “color_hex_triplet”: “E8CA59”,
    “graph_order”: 38,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4009,
    “children”: [
    {
    “id”: 4060,
    “atlas_id”: 4054,
    “ontology_id”: 7,
    “acronym”: “LOrG”,
    “name”: “lateral orbital gyrus, left”,
    “color_hex_triplet”: “E8CA59”,
    “graph_order”: 39,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4059,
    “children”: []
    },
    {
    “id”: 4061,
    “atlas_id”: 4055,
    “ontology_id”: 7,
    “acronym”: “LOrG”,
    “name”: “lateral orbital gyrus, right”,
    “color_hex_triplet”: “E8CA59”,
    “graph_order”: 40,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4059,
    “children”: []
    }
    ]
    },
    {
    “id”: 4050,
    “atlas_id”: 4044,
    “ontology_id”: 7,
    “acronym”: “MOrG”,
    “name”: “medial orbital gyrus”,
    “color_hex_triplet”: “E8CB59”,
    “graph_order”: 41,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4009,
    “children”: [
    {
    “id”: 4051,
    “atlas_id”: 4045,
    “ontology_id”: 7,
    “acronym”: “MOrG”,
    “name”: “medial orbital gyrus, left”,
    “color_hex_triplet”: “E8CB59”,
    “graph_order”: 42,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4050,
    “children”: []
    },
    {
    “id”: 4052,
    “atlas_id”: 4046,
    “ontology_id”: 7,
    “acronym”: “MOrG”,
    “name”: “medial orbital gyrus, right”,
    “color_hex_triplet”: “E8CB59”,
    “graph_order”: 43,
    “st_level”: null,
    “hemisphere_id”: 2,
    “parent_structure_id”: 4050,
    “children”: []
    }
    ]
    },
    {
    “id”: 4028,
    “atlas_id”: 4022,
    “ontology_id”: 7,
    “acronym”: “MFG”,
    “name”: “middle frontal gyrus”,
    “color_hex_triplet”: “E8CD59”,
    “graph_order”: 44,
    “st_level”: null,
    “hemisphere_id”: 3,
    “parent_structure_id”: 4009,
    “children”: [
    {
    “id”: 4029,
    “atlas_id”: 4023,
    “ontology_id”: 7,
    “acronym”: “MFG”,
    “name”: “middle frontal gyrus, left”,
    “color_hex_triplet”: “E8CD59”,
    “graph_order”: 45,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4028,
    “children”: [
    {
    “id”: 4030,
    “atlas_id”: 4024,
    “ontology_id”: 7,
    “acronym”: “MFG-s”,
    “name”: “middle frontal gyrus, left, superior bank of gyrus”,
    “color_hex_triplet”: “E8CD59”,
    “graph_order”: 46,
    “st_level”: null,
    “hemisphere_id”: 1,
    “parent_structure_id”: 4029,
    “children”: []
    },
    {
    “id”: 4031,
    “atlas_id”: 4025,
    “ontology_id”: 7,
    “acronym”: “MFG-i”,
    “name”: “middle frontal gyrus, left, inferior bank of gyrus”,
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