{"id":124728,"date":"2024-07-16T12:55:50","date_gmt":"2024-07-16T09:55:50","guid":{"rendered":"https:\/\/www.javacodegeeks.com\/?p=124728"},"modified":"2024-07-16T12:55:52","modified_gmt":"2024-07-16T09:55:52","slug":"implementing-json-item-reader-and-writer-in-spring-batch","status":"publish","type":"post","link":"https:\/\/www.javacodegeeks.com\/implementing-json-item-reader-and-writer-in-spring-batch.html","title":{"rendered":"Implementing JSON Item Reader and Writer in Spring Batch"},"content":{"rendered":"<p><a href=\"https:\/\/spring.io\/projects\/spring-batch\" target=\"_blank\" rel=\"noreferrer noopener\">Spring Batch<\/a> is a popular framework for building batch applications in Java. One of the key features of <a href=\"https:\/\/www.javacodegeeks.com\/spring-batch-tutorial.html\" target=\"_blank\" rel=\"noreferrer noopener\">Spring Batch<\/a> is its ability to read and write data in various formats, including JSON. In this article, we will explore how to use Spring Batch to read and write JSON data using the <code>JsonItemReader<\/code> and <code>JsonFileItemWriter<\/code> classes.<\/p>\n<h2 class=\"wp-block-heading\">1. Project Setup<\/h2>\n<p>Let&#8217;s begin by creating a Maven project. Below is the <code>pom.xml<\/code> file with all the required dependencies included.<\/p>\n<pre class=\"brush:plain\">\n    &lt;dependencies&gt;\n        &lt;dependency&gt;\n            &lt;groupId&gt;org.springframework.boot&lt;\/groupId&gt;\n            &lt;artifactId&gt;spring-boot-starter-batch&lt;\/artifactId&gt;\n        &lt;\/dependency&gt;\n        &lt;dependency&gt;\n            &lt;groupId&gt;org.springframework.boot&lt;\/groupId&gt;\n            &lt;artifactId&gt;spring-boot-starter-web&lt;\/artifactId&gt;\n        &lt;\/dependency&gt;\n        &lt;dependency&gt;\n            &lt;groupId&gt;com.fasterxml.jackson.core&lt;\/groupId&gt;\n            &lt;artifactId&gt;jackson-databind&lt;\/artifactId&gt;\n        &lt;\/dependency&gt;\n    &lt;\/dependencies&gt;\n<\/pre>\n<h3 class=\"wp-block-heading\">1.1 JSON Example File<\/h3>\n<p>Let&#8217;s create an example JSON file <code>data.json<\/code> that contains a list of users.<\/p>\n<pre class=\"brush:javascript\">\n[\n  {\n    \"id\": 1,\n    \"name\": \"John Franklin\",\n    \"email\": \"john.franklin@jcg.com\"\n  },\n  {\n    \"id\": 2,\n    \"name\": \"Thomas Smith\",\n    \"email\": \"thomas.smith@jcg.com\"\n  },\n    {\n    \"id\": 3,\n    \"name\": \"Adams Jefferson\",\n    \"email\": \"adams.jefferson@jcg.com\"\n  }\n]\n<\/pre>\n<h3 class=\"wp-block-heading\">1.2 Model Class<\/h3>\n<p>Create a <code>User<\/code> class to represent the data in the JSON file.<\/p>\n<pre class=\"brush:java\">\npublic class User {\n    \n    private int id;\n    private String name;\n    private String email;\n\n    public int getId() {\n        return id;\n    }\n\n    public void setId(int id) {\n        this.id = id;\n    }\n\n    public String getName() {\n        return name;\n    }\n\n    public void setName(String name) {\n        this.name = name;\n    }\n\n    public String getEmail() {\n        return email;\n    }\n\n    public void setEmail(String email) {\n        this.email = email;\n    }   \n}\n<\/pre>\n<h2 class=\"wp-block-heading\">2. JSON Item Reader Example<\/h2>\n<p>To read the JSON data using Spring Batch, we need to create a <code>JsonItemReader<\/code> bean and configure it to read the JSON file. <\/p>\n<p>In our example, we will use the <code>JsonItemReaderBuilder<\/code> to create an <code>ItemReader<\/code> that reads <code>User<\/code> objects from our JSON file (<code>data.json<\/code>). We will also use the <code>@StepScope<\/code> annotation to ensure that the reader is instantiated within the scope of a step, allowing for dynamic step-based configurations.<div style=\"display:inline-block; margin: 15px 0;\"> <div id=\"adngin-JavaCodeGeeks_incontent_video-0\" style=\"display:inline-block;\"><\/div> <\/div><\/p>\n<pre class=\"brush:java\">\n@Configuration\npublic class JsonItemReaderConfig {\n\n    @Bean\n    @StepScope\n    public JsonItemReader&lt;User&gt; jsonItemReader() {\n        ObjectMapper objectMapper = new ObjectMapper();\n\n        return new JsonItemReaderBuilder&lt;User&gt;()\n                .jsonObjectReader(new JacksonJsonObjectReader&lt;&gt;(User.class))\n                .resource(new ClassPathResource(\"data.json\"))\n                .name(\"jsonItemReader\")\n                .build();\n    }\n}\n\n<\/pre>\n<p>In the code above:<\/p>\n<ul class=\"wp-block-list\">\n<li>The <code><a href=\"https:\/\/docs.spring.io\/spring-batch\/docs\/current\/api\/org\/springframework\/batch\/core\/configuration\/annotation\/StepScope.html\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">@StepScope<\/a><\/code> annotation ensures that the <code>ItemReader<\/code> bean is instantiated and managed within the scope of a step. This allows for dynamic parameters or configurations to be injected into the reader.<\/li>\n<li><strong>JsonItemReaderBuilder<\/strong>: Configures the reader to read <code>User<\/code> objects from the <code>data.json<\/code> file using Jackson for JSON parsing.<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\">3. JSON File Writer Example<\/h2>\n<p>The <code>ItemWriter<\/code> is responsible for writing the processed data to a JSON file. We will use the <code>JsonItemWriterBuilder<\/code> to create an <code>ItemWriter<\/code> that writes <code>User<\/code> objects to a file named <code>output.json<\/code>. Unlike the <code>ItemReader<\/code>, the <code>ItemWriter<\/code> does not require the <code>@StepScope<\/code> annotation, as it does not need dynamic configurations.<\/p>\n<pre class=\"brush:java\">\n@Configuration\npublic class JsonItemWriterConfig {\n    \n    @Bean\n    public JsonFileItemWriter&lt;User&gt; jsonItemWriter() {\n        return new JsonFileItemWriterBuilder&lt;User&gt;()\n                .jsonObjectMarshaller(new JacksonJsonObjectMarshaller&lt;&gt;())\n                .resource(new FileSystemResource(\"output.json\"))\n                .name(\"jsonItemWriter\")\n                .build();\n    }\n}\n<\/pre>\n<p>This block of code defines a <code>ItemWriter<\/code> bean named <code>jsonItemWriter<\/code> for writing <code>User<\/code> objects to a JSON file. It uses the <code>JsonFileItemWriterBuilder<\/code> to create the writer, specifying a <code>JacksonJsonObjectMarshaller<\/code> to convert <code>User<\/code> objects to JSON format. The output file is set to <code>output.json<\/code> located in the file system. The writer is configured with the name <code>jsonItemWriter<\/code> and will handle the serialization of <code>User<\/code> objects to the specified JSON file.<\/p>\n<h2 class=\"wp-block-heading\">4. Full Example Code<\/h2>\n<p>Below is a full example code where we set up the Spring Batch configuration to read from a JSON file and write to another JSON file.<\/p>\n<pre class=\"brush:java\">\n@SpringBootApplication\npublic class SpringbatchjsonApplication {\n\n    @Bean\n    Job job(Step jsonstep, JobRepository jobRepository) {\n\n        var builder = new JobBuilder(\"json-job\", jobRepository);\n        return builder\n                .start(jsonstep)\n                .build();\n    }\n\n    @Bean\n    public Step jsonstep(JsonItemReader&lt;User&gt; reader,\n            JsonFileItemWriter&lt;User&gt; writer,\n            JobRepository jobRepository,\n            PlatformTransactionManager transactionManager) {\n\n        var builder = new StepBuilder(\"json-step\", jobRepository);\n        return builder\n                .&lt;User, User&gt;chunk(1, transactionManager)\n                .reader(reader)\n                .processor(jsonItemProcessor())\n                .writer(writer)\n                .build();\n    }\n\n    @Bean\n    @StepScope\n    public JsonItemReader&lt;User&gt; jsonItemReader() {\n        ObjectMapper objectMapper = new ObjectMapper();\n\n        return new JsonItemReaderBuilder&lt;User&gt;()\n                .jsonObjectReader(new JacksonJsonObjectReader&lt;&gt;(User.class))\n                .resource(new ClassPathResource(\"data.json\"))\n                .name(\"jsonItemReader\")\n                .build();\n    }\n\n    @Bean\n    public ItemProcessor&lt;User, User&gt; jsonItemProcessor() {\n        return user -&gt; {\n            \/\/ Process user if needed\n            System.out.println(\"\" + user.getEmail() + \" \" + user.getName() );\n            return user;\n        };\n    }\n\n    @Bean\n    public JsonFileItemWriter&lt;User&gt; jsonItemWriter() {\n        return new JsonFileItemWriterBuilder&lt;User&gt;()\n                .jsonObjectMarshaller(new JacksonJsonObjectMarshaller&lt;&gt;())\n                .resource(new FileSystemResource(\"output.json\"))\n                .name(\"jsonItemWriter\")\n                .build();\n    }\n\n    public static void main(String[] args) {\n        SpringApplication.run(SpringbatchjsonApplication.class, args);\n    }\n\n}\n\n<\/pre>\n<p>In the above code snippet:<\/p>\n<p>The <code>job<\/code> bean configures a job named <code>json-job<\/code> that starts with a single step, <code>jsonstep<\/code>. The <code>jsonstep<\/code> bean defines the step logic, where each chunk processes one item at a time (<code>chunk(1)<\/code>). It uses a <code>JsonItemReader<\/code> to read <code>User<\/code> objects from a <code>data.json<\/code> file, an <code>ItemProcessor<\/code> to process each <code>User<\/code> object, and a <code>JsonFileItemWriter<\/code> to write the processed <code>User<\/code> objects to an <code>output.json<\/code> file.<\/p>\n<p>The <code>jsonItemProcessor<\/code> bean processes each <code>User<\/code> object, implemented to print the user&#8217;s email and name to the console. <\/p>\n<p>With this setup, running the application will read the <code>data.json<\/code> file, process the data, and write the output to <code>output.json<\/code> in the specified directory.<\/p>\n<p>Output on the console:<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.javacodegeeks.com\/wp-content\/uploads\/2024\/07\/spring-batch-itemreader.png\"><img decoding=\"async\" width=\"586\" height=\"198\" src=\"https:\/\/www.javacodegeeks.com\/wp-content\/uploads\/2024\/07\/spring-batch-itemreader.png\" alt=\"output JSON Spring Batch reader and writer example\" class=\"wp-image-124840\" srcset=\"https:\/\/www.javacodegeeks.com\/wp-content\/uploads\/2024\/07\/spring-batch-itemreader.png 586w, https:\/\/www.javacodegeeks.com\/wp-content\/uploads\/2024\/07\/spring-batch-itemreader-300x101.png 300w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/><\/a><\/figure>\n<\/div>\n<h2 class=\"wp-block-heading\">5. Conclusion<\/h2>\n<p>In this article, we explored how to implement JSON item readers and writers using Spring Batch and Jackson in a Spring Boot project. We learned how to configure separate files for <code>JsonItemReader<\/code> and <code>JsonFileItemWriter<\/code>, leveraging <code>@StepScope<\/code> for dynamic step-based configuration.<\/p>\n<h2 class=\"wp-block-heading\">6. Download the Source Code<\/h2>\n<p>This was an article showcasing a JSON reader and writer example.<\/p>\n<div class=\"download\"><strong>Download<\/strong><br \/>\nYou can download the full source code of this example here: <a href=\"https:\/\/www.javacodegeeks.com\/wp-content\/uploads\/2024\/07\/springbatchjson.zip\"><strong>JSON Reader Writer example<\/strong><\/a>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Spring Batch is a popular framework for building batch applications in Java. One of the key features of Spring Batch is its ability to read and write data in various formats, including JSON. In this article, we will explore how to use Spring Batch to read and write JSON data using the JsonItemReader and JsonFileItemWriter &hellip;<\/p>\n","protected":false},"author":128888,"featured_media":240,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[2875,2876,2877,691],"class_list":["post-124728","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-java","tag-batch-processing","tag-json-reader","tag-json-writer","tag-spring-batch"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Implementing JSON Item Reader and Writer in Spring Batch - Java Code Geeks<\/title>\n<meta name=\"description\" content=\"Spring Batch JSON Reader Writer Example: Learn to read and write JSON files using Spring Batch with Jackson.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.javacodegeeks.com\/implementing-json-item-reader-and-writer-in-spring-batch.html\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Implementing JSON Item Reader and Writer in Spring Batch - 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