Core Java

Fix the JsonMappingException – HashMap vs START_ARRAY token

1. Introduction

In this example. I will create a simple Java project that demonstrates how to fix the JsonMappingException problem: Can not deserialize instance of java.util.HashMap out of START_ARRAY token. The com.fasterxml.jackson.databind.JsonMappingException is a checked exception used to signal fatal problems when mapping content and provides the relevant path of references to help in troubleshooting.

2. Setup

In this step, I will create a gradle project along with the jackson-databind and Junit5 libraries.

build.gradle

plugins {
	id 'java'
	id 'org.springframework.boot' version '3.4.1'
	id 'io.spring.dependency-management' version '1.1.7'
}

group = 'org.zheng.demo'
version = '0.0.1-SNAPSHOT'

java {
	toolchain {
		languageVersion = JavaLanguageVersion.of(17)
	}
}

configurations {
	compileOnly {
		extendsFrom annotationProcessor
	}
}

repositories {
	mavenCentral()
}

dependencies {
	implementation 'org.springframework.boot:spring-boot-starter'
	implementation 'com.fasterxml.jackson.core:jackson-databind'
	testImplementation 'org.springframework.boot:spring-boot-starter-test'
	testRuntimeOnly 'org.junit.platform:junit-platform-launcher'
}

tasks.named('test') {
	useJUnitPlatform()
}

3. JsonMappingException Root Cause

JSON (JavaScript Object Notation) is a lightweight, text-based string that supports two primary data structures: Objects and Arrays.

  • JSON object
    • is enclosed in curly braces ({}).
    • is an unordered collection of key-value pairs. Each key-value pair is separated by a comma (,) without the trailing comma. The key is a string and must be wrapped in double quotes (" "). Each key is followed by a colon(:) and then its corresponding value. A value in JSON can be a string (enclosed in double quotes " "), a number (either an integer or a floating-point number), a boolean (true or false), a null value (null), a JSON object (nested objects), or a JSON array (nested arrays).
  • JSON array
    • Arrays are enclosed in square brackets ([]).
    • is an ordered list of values.
    • Each value in the array is separated by a comma (,).

The java.util.HashMap is a Java object that is used for storing key-value pairs. Therefore, the JsonMappingException is thrown when parsing the JSON array string as a HashMap object.

4. Jackson ObjectMapper Configuration

In this step, I will create a JacksonConfiguration.java to configure an ObjectMapper spring bean.

JacksonConfiguration.java

package org.zheng.demo;

import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;

import com.fasterxml.jackson.databind.ObjectMapper;

@Configuration
public class JacksonConfiguration {

	@Bean
	public ObjectMapper objectMapper() {
		return new ObjectMapper();
	}

}

5. MapperService to Fix the JsonMappingException

In this step, I will create a MapperService.java with two methods.

  • readAsHashMap: reads a JSON Object string as a HashMap object.
  • readAsMaps: reads a JSON Array string as a List of Map objects.

MapperService.java

package org.zheng.demo.data;

import java.util.HashMap;
import java.util.List;
import java.util.Map;

import org.springframework.stereotype.Service;

import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.core.type.TypeReference;
import com.fasterxml.jackson.databind.ObjectMapper;

@Service
public class MapperService {

	private final ObjectMapper ob;

	public MapperService(ObjectMapper obmapper) {
		this.ob = obmapper;
	}

	@SuppressWarnings("unchecked")
	public HashMap<String, Object> readAsHashMap(final String jsonObjectString) throws JsonProcessingException {
		return ob.readValue(jsonObjectString, HashMap.class);
	}

	public List<Map<String, Object>> readAsMaps(final String jsonArrayString) throws JsonProcessingException {
		return ob.readValue(jsonArrayString, new TypeReference<List<Map<String, Object>>>() {
		});
	}
}

5.1 Fix the JsonMappingException Tests

I will also create a MapperServiceTest.java that shows JsonMappingException is thrown when mapping a JSON array string to a HashMap object.

MapperServiceTest.java

package org.zheng.demo.data;

import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertNull;
import static org.junit.jupiter.api.Assertions.assertThrows;
import static org.junit.jupiter.api.Assertions.assertTrue;

import java.util.HashMap;
import java.util.List;
import java.util.Map;

import org.junit.jupiter.api.Test;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;

import com.fasterxml.jackson.core.JsonParseException;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.JsonMappingException;

@SpringBootTest
class MapperServiceTest {

	private static final String UNEXPECTED_CHARACTER = "Unexpected character";

	@Autowired
	private MapperService testClass;

	private final String invalidJsonKeyNotEnclosed = """
			{
			   stringKey: "valueString"
			}
			 """;

	private final String invalidJsonTraillingComma = """
			{
			   stringKey: "valueString",
			}
			 """;

	private final String validListMapJson = """
				[
			    {
			        "stringKey": "valueString"
			    },
			    {
			        "anotherStringKey": "val2"
			    }
			]
			 """;

	private final String validMapJson = """
					{
			    "stringKey": "valueString",
			    "anotherStringKey": "val2",
			    "numberKey": 133,
			    "booleanKey": true
			}
				 """;

	@Test
	void test_readAsHashMap_for_validMapJson() {
		try {
			HashMap<String, Object> readData = testClass.readAsHashMap(validMapJson);
			assertEquals("valueString", readData.get("stringKey"));
			assertEquals("val2", readData.get("anotherStringKey"));
			assertEquals(133, (Integer) readData.get("numberKey"));
			assertTrue((Boolean) readData.get("booleanKey"));
			assertNull(readData.get("badKey"));
		} catch (JsonProcessingException e) {
			e.printStackTrace();
		}

	}

	@Test
	void test_readAsHashMap_throw_JsonParseException_for_invalidJsonKeyNotEnclosed() {
		JsonParseException exception = assertThrows(JsonParseException.class, () -> {
			testClass.readAsHashMap(invalidJsonKeyNotEnclosed);
		});
		assertTrue(exception.getMessage().contains(UNEXPECTED_CHARACTER));
	}

	@Test
	void test_readAsHashMap_throw_JsonParseException_for_invalidJsonTraillingComma() {
		JsonParseException exception = assertThrows(JsonParseException.class, () -> {
			testClass.readAsHashMap(invalidJsonTraillingComma);
		});
		assertTrue(exception.getMessage().contains(UNEXPECTED_CHARACTER));
	}

	@Test
	void test_readAsHashMap_throw_JsonMappingException_for_validListMapJson() {
		JsonMappingException exception = assertThrows(JsonMappingException.class, () -> {
			testClass.readAsHashMap(validListMapJson);
		});
		assertTrue(exception.getMessage().contains("JsonToken.START_ARRAY"));
	}

	@Test
	void test_readAsMaps_for_validListMapJson() {
		try {
			List<Map<String, Object>> readData = testClass.readAsMaps(validListMapJson);
			assertEquals("valueString", readData.get(0).get("stringKey"));
			assertEquals("val2", readData.get(1).get("anotherStringKey"));
			assertNull(readData.get(0).get("badKey"));
		} catch (JsonProcessingException e) {
			e.printStackTrace();
		}
	}

}
  • Line 30: create an invalid JSON string as its key is not enclosed with double quotes.
  • Line 36: create an invalid JSON string as it has a trailing comma.
  • Line 41: create a valid JSON Array string as it starts with [].
  • Line 52: create a valid JSON Object string as it starts with {}.
  • Line 61: test_readAsHashMap_for_validMapJson verifies reading a valid JSON map string to a HashMap is passed.
  • Line 76: test_readAsHashMap_throw_JsonParseException_for_invalidJsonKeyNotEnclosed verifies a JsonParseException is thrown when the JSON key is not enclosed with double quotes.
  • Line 84: test_readAsHashMap_throw_JsonParseException_for_invalidJsonTraillingComma verifies a JsonParseException is thrown when the JSON is included a trailing comma.
  • Line 92: test_readAsHashMap_throw_JsonMappingException_for_validListMapJson confirms that JsonMappingException is thrown when parsing a JSON array into a HashMap object.
  • Line 100: test_readAsMaps_for_validListMapJson verified that JSON Array of maps string can be mapped to a List of Map objects.

Ran the unit tests and captured the test results:

Figure 1. Fix the JsonMappingException Test Results

6. Conclusion

In this example, I demonstrated how to fix the JsonMappingException via JUnit tests by mapping the JSON array string to a list of HashMap objects. I also explained why the JsonMappingException is thrown when parsing a JSON array as a HashMap object.

7. Download

This was an example of a gradle project which showed JsonMappingException is thrown when parsing JSON array as a HashMap and its solution.

Download
You can download the full source code of this example here: Fix the JsonMappingException – HashMap vs START_ARRAY token

Mary Zheng

Mary graduated from the Mechanical Engineering department at ShangHai JiaoTong University. She also holds a Master degree in Computer Science from Webster University. During her studies she has been involved with a large number of projects ranging from programming and software engineering. She worked as a lead Software Engineer where she led and worked with others to design, implement, and monitor the software solution.
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