spring-batch-PCF

Spring Batch Applications on PCF with h2 db and hal browser

SpringBatchArchitecture

• https://terasoluna-batch.github.io/guideline/5.0.0.RELEASE/en/Ch02_SpringBatchArchitecture.html
• https://github.com/vaquarkhan/vaquarkhan/wiki/Spring-batch-remote-chunking-vs-remote-partitioning
• https://www.concretepage.com/spring-5/spring-batch-csv-database

Pre-Requisite

JDK 1.8 Spring Boot knowledge Maven IDE (Eclipse, STS, etc.) PCF instance

---

Lets start

Url :

- http://localhost:9090/h2-console
- http://localhost:9090/trigger/start
- http://localhost:9090/browser/index.html#/

1. Use Spring initiializer and generate project

• https://start.spring.io/

---

2. Verify POM file

    	<?xml version="1.0" encoding="UTF-8"?>
    	<project xmlns="http://maven.apache.org/POM/4.0.0"
    		xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    		xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
    		<modelVersion>4.0.0</modelVersion>
   
    		<groupId>org.springframework</groupId>
    		<artifactId>vkhan-batch-processing</artifactId>
    		<version>0.1.0</version>
   
    		<parent>
    			<groupId>org.springframework.boot</groupId>
    			<artifactId>spring-boot-starter-parent</artifactId>
    			<version>2.1.6.RELEASE</version>
    			<relativePath />
    		</parent>
   
    	 <developers>
    			<developer>
    				<name>Vaquar  Khan</name>
    				<id>1</id>
    				<email>[email protected]</email>
    				<organization>Khan's Software Foundation</organization>
    			</developer>
    	 </developers>
    	 
    	 
   
    		<properties>
    			<java.version>1.8</java.version>
    		</properties>
   
    		<dependencies>
    			<dependency>
    				<groupId>org.springframework.boot</groupId>
    				<artifactId>spring-boot-starter-batch</artifactId>
    			</dependency>
   
    			<dependency>
    				<groupId>org.springframework.boot</groupId>
    				<artifactId>spring-boot-starter-web</artifactId>
    			</dependency>
   
    			<dependency>
    				<groupId>org.springframework.boot</groupId>
    				<artifactId>spring-boot-starter-actuator</artifactId>
    			</dependency>
    			<!-- https://mvnrepository.com/artifact/org.springframework.data/spring-data-rest-hal-browser -->
    			<dependency>
    				<groupId>org.springframework.data</groupId>
    				<artifactId>spring-data-rest-hal-browser</artifactId>
    				<version>3.1.10.RELEASE</version>
    			</dependency>
   
   
    			<dependency>
    				<groupId>com.h2database</groupId>
    				<artifactId>h2</artifactId>
    				<scope>runtime</scope>
    			</dependency>
   
    			<!-- https://mvnrepository.com/artifact/com.github.nyla-solutions/nyla.solutions.core -->
    			<dependency>
    				<groupId>com.github.nyla-solutions</groupId>
    				<artifactId>nyla.solutions.core</artifactId>
    				<version>1.1.8</version>
    			</dependency>
   
    			<!-- https://mvnrepository.com/artifact/commons-dbcp/commons-dbcp -->
    			<dependency>
    				<groupId>commons-dbcp</groupId>
    				<artifactId>commons-dbcp</artifactId>
    				<version>1.4</version>
    			</dependency>
   
    		</dependencies>
   
   
    		<build>
    			<plugins>
    				<plugin>
    					<groupId>org.springframework.boot</groupId>
    					<artifactId>spring-boot-maven-plugin</artifactId>
    				</plugin>
    			</plugins>
    		</build>
   
    	</project>
   

---

3. update application.properties

    server.port=9090
    #
    spring.h2.console.enabled=true
    #
    spring.datasource.url=jdbc:h2:mem:testdb
    spring.datasource.driverClassName=org.h2.Driver
    spring.datasource.username=sa
    spring.datasource.password=
    spring.jpa.database-platform=org.hibernate.dialect.H2Dialect
   
    keySpELExpression=primaryKey
    ##
    spring.batch.job.enabled=false
    spring.batch.initializer.enabled=false
    #h2db
    spring.h2.console.settings.web-allow-others=true
   

---

4. Create schema-all.sql

    	DROP TABLE people IF EXISTS;
   
    	CREATE TABLE people  (
    		person_id BIGINT IDENTITY NOT NULL PRIMARY KEY,
    		first_name VARCHAR(20),
    		last_name VARCHAR(20)
    	);
   

---

5. Create sample-data.csv

    	v1	z1
    	v2	z2
    	v3	z3
    	v4	z4
    	v5	z5
    	v6	z6
   

I have created 10001 records and every 100 records deleted 1st name in csv file to throw exception.

Note : step 3,4,5 going to inside resources folder

---

6. Create Springboot class

    		package khan.vaquar.loader;
   
    		import org.springframework.boot.SpringApplication;
    		import org.springframework.boot.autoconfigure.SpringBootApplication;
    		/**
    		 * 
    		 * @author vaquar khan
    		 *
    		 */
    		@SpringBootApplication
    		public class Application {
   
    			public static void main(String[] args) throws Exception {
    				SpringApplication.run(Application.class, args);
    			}
    		}
   

---

7. Create Rest controller

    		package khan.vaquar.loader.controller;
   
    		import org.springframework.batch.core.Job;
    		import org.springframework.batch.core.JobParameters;
    		import org.springframework.batch.core.JobParametersBuilder;
    		import org.springframework.batch.core.JobParametersInvalidException;
    		import org.springframework.batch.core.launch.JobLauncher;
    		import org.springframework.batch.core.repository.JobExecutionAlreadyRunningException;
    		import org.springframework.batch.core.repository.JobInstanceAlreadyCompleteException;
    		import org.springframework.batch.core.repository.JobRestartException;
    		import org.springframework.beans.factory.annotation.Autowired;
    		import org.springframework.web.bind.annotation.GetMapping;
    		import org.springframework.web.bind.annotation.RequestMapping;
    		import org.springframework.web.bind.annotation.RestController;
    		/**
    		 * 
    		 * @author vaquar khan
    		 *http://localhost:9090/trigger/start
    		 */
    		@RestController
    		@RequestMapping(value = "/trigger")
   
    		public class BatchTriggerController {
   
    			@Autowired
    			JobLauncher jobLauncher;
   
    			@Autowired
    			Job job;
   
    			@GetMapping(value = "/start") // , consumes = "application/json", produces = "application/json"
    			public String invokeBatch() {
    				//
    				JobParameters jobParameters = new JobParametersBuilder().addLong("time", System.currentTimeMillis())
    						.toJobParameters();
   
    				try {
    					jobLauncher.run(job, jobParameters);
    				} catch (JobExecutionAlreadyRunningException e) {
    					e.printStackTrace();
    					return "Fail";
    				} catch (JobRestartException e) {
    					e.printStackTrace();
    					return "Fail";
    				} catch (JobInstanceAlreadyCompleteException e) {
    					e.printStackTrace();
    					return "Fail";
    				} catch (JobParametersInvalidException e) {
    					e.printStackTrace();
    					return "Fail";
    				}
    				return "Success";
    			}
   
    		}
   

---

8. Ceeate Spring batch configuration

    			package khan.vaquar.loader.config;
   
    			import java.nio.file.Paths;
   
    			import javax.sql.DataSource;
   
    			import org.springframework.batch.core.Job;
    			import org.springframework.batch.core.Step;
    			import org.springframework.batch.core.configuration.annotation.EnableBatchProcessing;
    			import org.springframework.batch.core.configuration.annotation.JobBuilderFactory;
    			import org.springframework.batch.core.configuration.annotation.StepBuilderFactory;
    			import org.springframework.batch.core.launch.support.RunIdIncrementer;
    			import org.springframework.batch.item.database.BeanPropertyItemSqlParameterSourceProvider;
    			import org.springframework.batch.item.database.JdbcBatchItemWriter;
    			import org.springframework.batch.item.database.builder.JdbcBatchItemWriterBuilder;
    			import org.springframework.batch.item.file.FlatFileItemReader;
    			import org.springframework.batch.item.file.builder.FlatFileItemReaderBuilder;
    			import org.springframework.batch.item.file.mapping.BeanWrapperFieldSetMapper;
    			import org.springframework.beans.factory.annotation.Autowired;
    			import org.springframework.context.annotation.Bean;
    			import org.springframework.context.annotation.Configuration;
    			import org.springframework.context.support.PropertySourcesPlaceholderConfigurer;
    			import org.springframework.core.convert.converter.Converter;
    			import org.springframework.core.env.Environment;
    			import org.springframework.core.io.ClassPathResource;
   
    			import khan.vaquar.loader.domain.Person;
    			import khan.vaquar.loader.exception.LoaderFaultMgr;
    			import khan.vaquar.loader.listener.ChunkCountListener;
    			import khan.vaquar.loader.listener.JobCompletionNotificationListener;
    			import khan.vaquar.loader.listener.LogStepExecutionListener;
    			import khan.vaquar.loader.listener.StepExecutionListener;
    			import khan.vaquar.loader.processor.PersonItemProcessor;
    			/**
    			 * 
    			 * @author vaquar khan
    			 *
    			 */
    			@Configuration
    			@EnableBatchProcessing
    			public class BatchConfiguration {
   
    				@Autowired
    				public JobBuilderFactory jobBuilderFactory;
   
    				@Autowired
    				public StepBuilderFactory stepBuilderFactory;
    			 
    				//
    			   // @Autowired
    				//RowMapper<Object> rowMapper;
   
    				//@Resource
    				//DataSource jobRepositoryDataSource;
   
    				///@Resource
    				//DataSource jdbcDataSource;
   
    				@Autowired
    				Environment env;
   
    				@Autowired
    				Converter<Object, Object> itemKeyMapper;
    				
   
    				
    				
    										
    				@Bean
    				public static PropertySourcesPlaceholderConfigurer propertySourcesPlaceholderConfigurer() {
    					return new PropertySourcesPlaceholderConfigurer();
    				}
    				
   
    				
    				// tag::readerwriterprocessor[]
    				@Bean
    				public FlatFileItemReader<Person> reader() {
    					return new FlatFileItemReaderBuilder<Person>()
    						.name("personItemReader")
    						.resource(new ClassPathResource("sample-data.csv"))
    						.delimited()
    						.names(new String[]{"firstName", "lastName"})
    						.fieldSetMapper(new BeanWrapperFieldSetMapper<Person>() {{
    							setTargetType(Person.class);
    						}})
    						.build();
    				}
   
    				@Bean
    				public PersonItemProcessor processor() {
    					return new PersonItemProcessor();
    				}
   
    				@Bean
    				public JdbcBatchItemWriter<Person> writer(DataSource dataSource) {
    					return new JdbcBatchItemWriterBuilder<Person>()
    						.itemSqlParameterSourceProvider(new BeanPropertyItemSqlParameterSourceProvider<>())
    						.sql("INSERT INTO people (first_name, last_name) VALUES (:firstName, :lastName)")
    						.dataSource(dataSource)
    						.build();
    				}
    				// end::readerwriterprocessor[]
   
    				// tag::jobstep[]
    				@Bean
    				public Job importUserJob(JobCompletionNotificationListener listener, Step step1) {
    					return jobBuilderFactory.get("importUserJob")
    						.incrementer(new RunIdIncrementer())
    						.listener(listener)
    						.flow(step1)
    						.end()
    						.build();
    				}
   
    					
    				@Bean
    				public Step step1(JdbcBatchItemWriter<Person> writer) {
    					return stepBuilderFactory.get("step1")
    						.<Person, Person> chunk(10)
    						.reader(reader())
    						.processor(processor())
    						.writer(writer)
    						.faultTolerant()
    						.listener(new ChunkCountListener())
    						//.retryLimit(3)
    						.skip(Exception.class)
    						.skipLimit(500)
    					   // .noSkip(Exception.class)
    					   // .throttleLimit(10)
    						.listener(new StepExecutionListener())
    						.listener(new LogStepExecutionListener())
    						.build();
    					
    					
    				}
    				// end::jobstep[]
    				
    				
    				   
    			/**
    			 * Loging
    			 * @param env
    			 * @return
    			 */
    			@Bean
    			public LoaderFaultMgr loaderFaultMgr(Environment env) {
    				//return new LoaderFaultMgr(Paths.get(env.getRequiredProperty("exception.write.file")).toFile());
    				return new LoaderFaultMgr(Paths.get("C:\\tmp\\batchlog\\test.log").toFile());
    				
    				
    			}
   
    			}
   

---

9. Now create domain object

    	package khan.vaquar.loader.domain;
    	/**
    	 * 
    	 * @author vaquar khan
    	 *
    	 */
    	public class Person {
   
    		private String lastName;
    		private String firstName;
   
    		public Person() {
    		}
   
    		public Person(String firstName, String lastName) {
    			this.firstName = firstName;
    			this.lastName = lastName;
    		}
   
    		public void setFirstName(String firstName) {
    			this.firstName = firstName;
    		}
   
    		public String getFirstName() {
    			return firstName;
    		}
   
    		public String getLastName() {
    			return lastName;
    		}
   
    		public void setLastName(String lastName) {
    			this.lastName = lastName;
    		}
   
    		@Override
    		public String toString() {
    			return "firstName: " + firstName + ", lastName: " + lastName;
    		}
   
    	}
   

---

10. Create processor

    		package khan.vaquar.loader.processor;
    
    		import org.slf4j.Logger;
    		import org.slf4j.LoggerFactory;
    		import org.springframework.batch.item.ItemProcessor;
    
    		import khan.vaquar.loader.domain.Person;
    		/**
    		 * 
    		 * @author vaquar khan
    		 *
    		 */
    		public class PersonItemProcessor implements ItemProcessor<Person, Person> {
    
    			private static final Logger log = LoggerFactory.getLogger(PersonItemProcessor.class);
    			
    			@Override
    			public Person process(final Person person) throws Exception {
    				final String firstName = person.getFirstName().toUpperCase();
    				final String lastName = person.getLastName().toUpperCase();
    				//try {
    					if (firstName.isEmpty()) {
    						throw new Exception("Tets exception");
    					}
    					
    				/*	
    				} catch (Exception e) {
    					String stackTrace = Debugger.stackTrace(e);
    					// this.logger.error(stackTrace + " ITEMS:" + items);
    					log.error(stackTrace + " ITEMS:" + firstName);
    					//
    					throw new LoaderException("null pointer", person.getFirstName(), person, e);
    
    				}
    		*/
    			
    
    			final Person transformedPerson = new Person(firstName, lastName);
    
    			// log.info("Converting (" + person + ") into (" + transformedPerson + ")");
    
    			return transformedPerson;
    		}
    
    		}
    

---

11. Create SpELConverter

      package khan.vaquar.loader.transformation;
    
      import org.springframework.beans.factory.annotation.Value;
      import org.springframework.core.convert.converter.Converter;
      import org.springframework.expression.Expression;
      import org.springframework.expression.ExpressionParser;
      import org.springframework.expression.spel.standard.SpelExpressionParser;
      import org.springframework.stereotype.Component;
    
     /**
      * 
      * @author vaquar khan
      *
       */
        @Component
         public class SpELConverter implements Converter<Object, Object>{
    
      @Value("${keySpELExpression}")
      private String expression;
    
    
       public String getExpression() {
         return expression;
        }
    
       public void setExpression(String expression) {
          this.expression = expression;
        }
    
        @Override
         public Object convert(Object source) {
    
    ExpressionParser parser = new SpelExpressionParser();
    
    Expression exp = parser.parseExpression(expression);
    Object output = exp.getValue(source);
    return output;
       }
    
        }
    

---

We are looking all possible useful listner

12. ChunkCountListener

       	package khan.vaquar.loader.listener;
    
       	import java.text.MessageFormat;
    
       	import org.apache.logging.log4j.LogManager;
       	import org.apache.logging.log4j.Logger;
       	import org.springframework.batch.core.ChunkListener;
       	import org.springframework.batch.core.scope.context.ChunkContext;
       	/**
       	 * 
       	 * @author vaquar khan
       	 *
       	 */
       	/**
       	 * Log the count of items processed at a specified interval.
       	 * 
       	 *
       	 */
       	public class ChunkCountListener implements ChunkListener {
    
       		private static final Logger log = LogManager.getLogger(ChunkCountListener.class);
    
       		private MessageFormat fmt = new MessageFormat("{0} items processed");
    
       		private int loggingInterval = 1000;
    
       		@Override
       		public void beforeChunk(ChunkContext context) {
       			// Nothing to do here
       		}
    
       		@Override
       		public void afterChunk(ChunkContext context) {
    
       			int count = context.getStepContext().getStepExecution().getReadCount();
    
       			// If the number of records processed so far is a multiple of the logging
       			// interval then output a log message.
       			if (count > 0 && count % loggingInterval == 0) {
       				log.info("++++++++++++++++++++++++++++++++++++++++++++++++++++");
       				log.info(fmt.format(new Object[] { new Integer(count) }));
       				log.info("++++++++++++++++++++++++++++++++++++++++++++++++++++");
       			}
       		}
    
       		@Override
       		public void afterChunkError(ChunkContext context) {
       			// Nothing to do here
       		}
    
       		public void setItemName(String itemName) {
       			this.fmt = new MessageFormat("{0} " + itemName + " processed");
       		}
    
       		public void setLoggingInterval(int loggingInterval) {
       			this.loggingInterval = loggingInterval;
       		}
       	}
    

---

13. JobCompletionExitListener

       package khan.vaquar.loader.listener;
    
       import org.apache.logging.log4j.LogManager;
       import org.apache.logging.log4j.Logger;
       import org.springframework.batch.core.ExitStatus;
       import org.springframework.batch.core.JobExecution;
       import org.springframework.batch.core.listener.JobExecutionListenerSupport;
       import org.springframework.stereotype.Component;
    
       /**
        * 
        * @author vaquar khan
        *
        */
       @Component
       public class JobCompletionExitListener extends JobExecutionListenerSupport
       {
       	static Logger log = LogManager.getLogger(JobCompletionExitListener.class);
       	
       	@Override
       	public void afterJob(JobExecution jobExecution) {
    
       		if(jobExecution == null)
       			return;
       		
       		ExitStatus es = jobExecution.getExitStatus();
       		
       		if(es != null && "FAILED".equals(es.getExitCode()))
       		{
       			log.error("Failed job executiuion:"+jobExecution+" exitStatus:"+es);
       			System.exit(-1);
       		}
       		
       		
       		System.exit(0);
       	}
    
       }
    

---

14 ) JobCompletionNotificationListener

			package khan.vaquar.loader.listener;

			import org.slf4j.Logger;
			import org.slf4j.LoggerFactory;
			import org.springframework.batch.core.BatchStatus;
			import org.springframework.batch.core.JobExecution;
			import org.springframework.batch.core.listener.JobExecutionListenerSupport;
			import org.springframework.beans.factory.annotation.Autowired;
			import org.springframework.jdbc.core.JdbcTemplate;
			import org.springframework.stereotype.Component;

			import khan.vaquar.loader.domain.Person;
			/**
			 * 
			 * @author vaquar khan
			 *
			 */
			@Component
			public class JobCompletionNotificationListener extends JobExecutionListenerSupport {

				private static final Logger log = LoggerFactory.getLogger(JobCompletionNotificationListener.class);

				private final JdbcTemplate jdbcTemplate;

				@Autowired
				public JobCompletionNotificationListener(JdbcTemplate jdbcTemplate) {
					this.jdbcTemplate = jdbcTemplate;
				}

				@Override
				public void afterJob(JobExecution jobExecution) {
					/*
					if(jobExecution.getStatus() == BatchStatus.COMPLETED) {
						log.info("!!! JOB FINISHED! Time to verify the results");

						jdbcTemplate.query("SELECT first_name, last_name FROM people",
							(rs, row) -> new Person(
								rs.getString(1),
								rs.getString(2))
						).forEach(person -> log.info("Found <" + person + "> in the database."));
					}
					*/
				}
				
			}

---

15. Log4JSkipListener

    		package khan.vaquar.loader.listener;
    
    		import org.apache.logging.log4j.LogManager;
    		import org.apache.logging.log4j.Logger;
    		import org.springframework.batch.core.annotation.OnReadError;
    		import org.springframework.batch.core.annotation.OnSkipInWrite;
    		import org.springframework.stereotype.Component;
    
    		import nyla.solutions.core.util.Debugger;
    		/**
    		 * 
    		 * @author vaquar khan
    		 *
    		 */
    		@Component
    		public class Log4JSkipListener {
    
    			static Logger log = LogManager.getLogger("badRecordLogger");
    
    			@OnReadError
    			public void errorOnRead( Exception exception ) {
    				
    				log.error("errorOnRead:"+Debugger.stackTrace(exception));
    
    			}
    
    			@OnSkipInWrite
    			public void errorOnWrite( Object o, Throwable error ) {
    				log.error("Error writing record = " + o);
    				
    				log.error("errorOnWrite:"+ Debugger.stackTrace(error)+" OBJECT:"+o);
    			}
    
    		}
    

---

16. LogStepExecutionListener

       package khan.vaquar.loader.listener;
    
       import org.slf4j.LoggerFactory;
       import org.springframework.batch.core.ExitStatus;
       import org.springframework.batch.core.StepExecution;
       import org.springframework.batch.core.StepExecutionListener;
       /**
        * 
        * @author vaquar khan
        *
        */
       public class LogStepExecutionListener  implements StepExecutionListener {
       	
       	private static final org.slf4j.Logger log = LoggerFactory.getLogger(LogStepExecutionListener.class);
       	
       	
       	@Override
       	public void beforeStep(StepExecution stepExecution) {
       		log.debug("------------------------------------------------------------------------------------");
       		log.debug("START BEFORE STEP");
       		
       		if(stepExecution == null)
       			return;
       		log.debug("StepExecutionListener - beforeStep:getStartTime=" +  stepExecution.getStartTime());
       		log.debug("StepExecutionListener - beforeStep:getStartTime=" +  stepExecution.getEndTime());
       		log.debug("StepExecutionListener - beforeStep:getExitStatus=" +  stepExecution.getExitStatus());
       		log.debug("StepExecutionListener - beforeStep:getFailureExceptions=" +  stepExecution.getFailureExceptions());
       		log.info("StepExecutionListener - beforeStep:getSummary=" +  stepExecution.getSummary());
       		
       		//
       		
       		log.debug("StepExecutionListener - afterStep:getProcessSkipCount=" +  stepExecution.getProcessSkipCount());
       		log.debug("StepExecutionListener - afterStep:getRollbackCount=" +  stepExecution.getRollbackCount());
       		log.debug("StepExecutionListener - afterStep:getWriteCount=" +  stepExecution.getWriteCount());
       		log.debug("StepExecutionListener - afterStep:getWriteSkipCount=" +  stepExecution.getWriteSkipCount());
       		log.info("StepExecutionListener - afterStep:getCommitCount=" +  stepExecution.getCommitCount());
       		log.info("StepExecutionListener - afterStep:getReadCount=" +  stepExecution.getReadCount());
       		log.debug("StepExecutionListener - afterStep:getReadSkipCount=" +  stepExecution.getReadSkipCount());
       		log.debug("StepExecutionListener - afterStep:getLastUpdated=" +  stepExecution.getLastUpdated());
       		log.info("StepExecutionListener - afterStep:getExitStatus=" +  stepExecution.getExitStatus());
       		log.info("StepExecutionListener - afterStep:getFailureExceptions=" +  stepExecution.getFailureExceptions());
       		log.info("StepExecutionListener - afterStep:getSummary=" +  stepExecution.getSummary());
       		
       		
       		log.info("------------------------------------------------------------------------------------");
       		
       	}
    
       	@Override
       	public ExitStatus afterStep(StepExecution stepExecution) {
       		//System.out.println("StepExecutionListener - afterStep");
       		log.info("------------------------------------------------------------------------------------");
       		log.debug("END AFTER STEP");
       		
       		if(stepExecution == null)
       			return null;
       		
       		log.debug("StepExecutionListener - afterStep:getFilterCount=" +  stepExecution.getFilterCount());
       		log.debug("StepExecutionListener - afterStep:getProcessSkipCount=" +  stepExecution.getProcessSkipCount());
       		log.debug("StepExecutionListener - afterStep:getRollbackCount=" +  stepExecution.getRollbackCount());
       		log.debug("StepExecutionListener - afterStep:getWriteCount=" +  stepExecution.getWriteCount());
       		log.debug("StepExecutionListener - afterStep:getWriteSkipCount=" +  stepExecution.getWriteSkipCount());
       		log.debug("StepExecutionListener - afterStep:getStepName=" +  stepExecution.getStepName());
       		log.debug("StepExecutionListener - afterStep:getStartTime=" +  stepExecution.getStartTime());
       		//
       		log.debug("StepExecutionListener - afterStep:getStartTime=" +  stepExecution.getEndTime());
       		log.info("StepExecutionListener - afterStep:getCommitCount=" +  stepExecution.getCommitCount());
       		log.info("StepExecutionListener - afterStep:getReadCount=" +  stepExecution.getReadCount());
       		log.debug("StepExecutionListener - afterStep:getReadSkipCount=" +  stepExecution.getReadSkipCount());
       		log.debug("StepExecutionListener - afterStep:getLastUpdated=" +  stepExecution.getLastUpdated());
       		log.info("StepExecutionListener - afterStep:getExitStatus=" +  stepExecution.getExitStatus());
       		log.info("StepExecutionListener - afterStep:getFailureExceptions=" +  stepExecution.getFailureExceptions());
       		log.info("StepExecutionListener - afterStep:getSummary=" +  stepExecution.getSummary());
       		log.info("------------------------------------------------------------------------------------");
       		
       		return null;
       	}
    
       }
    

---

17. StepExecutionListener

       		package khan.vaquar.loader.listener;
    
       		import java.io.PrintWriter;
       		import java.io.StringWriter;
       		import java.util.List;
    
       		import org.apache.logging.log4j.LogManager;
       		import org.apache.logging.log4j.Logger;
       		import org.springframework.batch.core.annotation.OnSkipInProcess;
       		import org.springframework.batch.core.annotation.OnSkipInRead;
       		import org.springframework.batch.core.annotation.OnSkipInWrite;
       		import org.springframework.batch.core.annotation.OnWriteError;
    
       		import khan.vaquar.loader.domain.Person;
       		/**
       		 * 
       		 * @author vaquar khan
       		 *
       		 */
       		public class StepExecutionListener {
       			private static final  Logger LOG = LogManager.getLogger(StepExecutionListener.class);
       			
       			  @OnSkipInRead
       			  public void onSkipInRead(Throwable t) {
       				  LOG.error("On Skip in Read Error : " + t.getMessage());
       			  }
    
       			  @OnSkipInWrite
       			  public void onSkipInWrite(Person item, Throwable t) {
       				  LOG.error("Skipped in write due to : " + t.getMessage());
       			  }
    
       			  @OnSkipInProcess
       			  public void onSkipInProcess(Person item, Throwable t) {
       				  LOG.error("Skipped in process due to: " + t.getMessage()+"Person ="+item.toString());
       				  LOG.error(pringtStackTrace(t));
       				  
       				  
       			  }
    
       			  @OnWriteError
       			  public void onWriteError(Exception exception, List<? extends Person> items) {
       				  LOG.error("Error on write on " + items + " : " + exception.getMessage());
       			  }
    
       			  private String pringtStackTrace(Throwable exception) {
       				if(null ==exception) {
       					return "";
       				}
       				StringWriter sw = new StringWriter();
       				PrintWriter pw = new PrintWriter(sw);
       				exception.printStackTrace(pw);
       				String sStackTrace = sw.toString(); 
       				return sStackTrace;
       			}
       			
       		}
    

---

18. Create manifest.yaml

    	applications:
    	- name: springbatchpoc
    	  memory: 2G
    	  disk_quota: 1G
    	  instances: 1
    	  health-check-type: none
    	  path: target/vkhan-batch-processing-0.1.0.jar
    	  env: 
    		SPRING_PROFILES_ACTIVE : "dev"
    		
    	routes:
    	- route: springbatchpoc.app.vaquar.khan.com
    

---

Now deploy to PCF

So far we have created a Spring Batch job. Now let's deploy it to PCF. You just need to package the code and cf push to PCF with a manifest file.

      cf login -a api.sys.app.vaquar.khan.com -u vaquarkhan
      cf push springbatchpoc

---

if want to run job via PCF scheduler

Schedule Batch Job With PCF Scheduler

Go to the application in Apps Manager -> Tasks and click on Enable Scheduling to bind the application with the PCF Scheduler. Now you can create a job as shown in the below picture.

• http://www.rajeshbhojwani.co.in/2018/11/scheduling-jobs-using-pcf-scheduler.html

---

• https://docs.spring.io/spring-batch/4.1.x/reference/html/step.html#configureStep
• https://github.com/vaquarkhan/vaquarkhan/wiki/Spring-Batch
• https://www.youtube.com/watch?v=COzkPkHZMG8
• https://spring.io/guides/gs/batch-processing/
• https://stackoverflow.com/questions/14010234/spring-batch-commit-interval-and-skip-limit
• https://stackoverflow.com/questions/24233821/skippable-exception-classes-for-spring-batch-with-java-based-configuration
• https://stackoverflow.com/questions/39134634/spring-batch-java-config-skip-step-when-exception-and-go-to-next-steps/39143725
• https://docs.spring.io/spring-batch/4.1.x/reference/html/step.html#configuringSkip
• https://stackoverflow.com/questions/45590663/spring-batch-scaling-in-not-happening-in-pivotal-cloud-foundary
• https://stackoverflow.com/questions/29107607/best-spring-batch-scaling-strategy

---

prometheus

http://localhost:9090/actuator/prometheus

---

Actuator

http://localhost:9090/actuator/env

		{  
		   "_links":{  
			  "self":{  
				 "href":"http://localhost:9090/actuator",
				 "templated":false
			  },
			  "auditevents":{  
				 "href":"http://localhost:9090/actuator/auditevents",
				 "templated":false
			  },
			  "beans":{  
				 "href":"http://localhost:9090/actuator/beans",
				 "templated":false
			  },
			  "caches-cache":{  
				 "href":"http://localhost:9090/actuator/caches/{cache}",
				 "templated":true
			  },
			  "caches":{  
				 "href":"http://localhost:9090/actuator/caches",
				 "templated":false
			  },
			  "health-component-instance":{  
				 "href":"http://localhost:9090/actuator/health/{component}/{instance}",
				 "templated":true
			  },
			  "health-component":{  
				 "href":"http://localhost:9090/actuator/health/{component}",
				 "templated":true
			  },
			  "health":{  
				 "href":"http://localhost:9090/actuator/health",
				 "templated":false
			  },
			  "conditions":{  
				 "href":"http://localhost:9090/actuator/conditions",
				 "templated":false
			  },
			  "configprops":{  
				 "href":"http://localhost:9090/actuator/configprops",
				 "templated":false
			  },
			  "env":{  
				 "href":"http://localhost:9090/actuator/env",
				 "templated":false
			  },
			  "env-toMatch":{  
				 "href":"http://localhost:9090/actuator/env/{toMatch}",
				 "templated":true
			  },
			  "info":{  
				 "href":"http://localhost:9090/actuator/info",
				 "templated":false
			  },
			  "integrationgraph":{  
				 "href":"http://localhost:9090/actuator/integrationgraph",
				 "templated":false
			  },
			  "loggers":{  
				 "href":"http://localhost:9090/actuator/loggers",
				 "templated":false
			  },
			  "loggers-name":{  
				 "href":"http://localhost:9090/actuator/loggers/{name}",
				 "templated":true
			  },
			  "heapdump":{  
				 "href":"http://localhost:9090/actuator/heapdump",
				 "templated":false
			  },
			  "threaddump":{  
				 "href":"http://localhost:9090/actuator/threaddump",
				 "templated":false
			  },
			  "metrics":{  
				 "href":"http://localhost:9090/actuator/metrics",
				 "templated":false
			  },
			  "metrics-requiredMetricName":{  
				 "href":"http://localhost:9090/actuator/metrics/{requiredMetricName}",
				 "templated":true
			  },
			  "scheduledtasks":{  
				 "href":"http://localhost:9090/actuator/scheduledtasks",
				 "templated":false
			  },
			  "httptrace":{  
				 "href":"http://localhost:9090/actuator/httptrace",
				 "templated":false
			  },
			  "mappings":{  
				 "href":"http://localhost:9090/actuator/mappings",
				 "templated":false
			  }
		   }
		}

• https://aboullaite.me/spring-batch-tutorial-with-spring-boot/
• https://howtodoinjava.com/spring-batch/spring-batch-event-listeners/