我们可以使用 spring Batch 顺序处理多个文件，而多个线程用于处理单个文件数据吗？

Question

我想按顺序处理多个文件，每个文件都需要在多个线程的帮助下处理，所以使用了 spring 批处理 FlatFileItemReader 和 TaskExecutor，它对我来说似乎工作正常。如要求中所述，我们必须处理多个文件，因此与 FlatFileItemReader 一起，我正在使用 MultiResourceItemReader，它将获取多个文件并在我遇到问题的地方一个一个地处理。有人可以帮助我异常的原因是什么吗？修复它的方法是什么..？

org.springframework.batch.item.ReaderNotOpenException: Reader must be open before it can be read.
   at org.springframework.batch.item.file.FlatFileItemReader.readLine(FlatFileItemReader.java:195) ~[spring-batch-infrastructure-3.0.5.RELEASE.jar:3.0.5.RELEASE]
   at org.springframework.batch.item.file.FlatFileItemReader.doRead(FlatFileItemReader.java:173) ~[spring-batch-infrastructure-3.0.5.RELEASE.jar:3.0.5.RELEASE]
   at org.springframework.batch.item.support.AbstractItemCountingItemStreamItemReader.read(AbstractItemCountingItemStreamItemReader.java:88) ~[spring-batch-infrastructure-3.0.5.RELEASE.jar:3.0.5.RELEASE]
   at org.springframework.batch.item.file.MultiResourceItemReader.readFromDelegate(MultiResourceItemReader.java:140) ~[spring-batch-infrastructure-3.0.5.RELEASE.jar:3.0.5.RELEASE]
   at org.springframework.batch.item.file.MultiResourceItemReader.readNextItem(MultiResourceItemReader.java:119)

customer2.csv

200,Zoe,Nelson,1973-01-12 17:19:30
201,Vivian,Love,1951-10-31 08:57:08
202,Charde,Lang,1967-02-23 12:24:26

customer3.csv

400,Amelia,Osborn,1972-05-09 09:21:22
401,Gemma,Finch,1989-09-25 23:00:59
402,Orli,Slater,1959-03-30 15:54:32
403,Donovan,Beasley,1986-06-18 14:50:30

customer4.csv

600,Zelenia,Henson,1982-07-03 03:28:39
601,Thomas,Mathews,1954-11-21 20:34:03
602,Kevyn,Whitney,1984-09-21 06:24:25
603,Marny,Leon,1984-06-10 21:32:09
604,Jarrod,Gay,1960-06-22 19:11:04

customer5.csv

800,Imogene,Lee,1966-10-19 17:53:44
801,Mira,Franks,1964-03-08 09:47:43
802,Silas,Dixon,1953-04-11 01:37:51
803,Paloma,Daniels,1962-06-14 17:01:02

我的代码：

@Bean
public MultiResourceItemReader<Customer> multiResourceItemReader() {

    System.out.println("In multiResourceItemReader");
    MultiResourceItemReader<Customer> reader = new MultiResourceItemReader<>();
    reader.setDelegate(customerItemReader());
    reader.setResources(inputFiles);
    return reader;
}

@Bean
public FlatFileItemReader<Customer> customerItemReader() {
    FlatFileItemReader<Customer> reader = new FlatFileItemReader<>();
    DefaultLineMapper<Customer> customerLineMapper = new DefaultLineMapper<>();
    DelimitedLineTokenizer tokenizer = new DelimitedLineTokenizer();
    tokenizer.setNames(new String[] {"id", "firstName", "lastName", "birthdate"});
    customerLineMapper.setLineTokenizer(tokenizer);
    customerLineMapper.setFieldSetMapper(new CustomerFieldSetMapper());
    customerLineMapper.afterPropertiesSet();
    reader.setLineMapper(customerLineMapper);
    return reader;
}

下面的片段在使用下面时工作正常：

@Bean
public Step step1() {
    return stepBuilderFactory.get("step1")
            .<Customer, Customer>chunk(100).
            reader(customerItemReader())
            .writer(customerItemWriter()).taskExecutor(taskExecutor()).throttleLimit(10)
            .build();
}
}

波纹管代码段无法正常工作得到上述异常

@Bean
public Step step1() {
    return stepBuilderFactory.get("step1")
            .<Customer, Customer>chunk(100).
            reader(multiResourceItemReader())
            .writer(customerItemWriter()).taskExecutor(taskExecutor()).throttleLimit(10)
            .build();
}

Answer 1

由于您在多线程步骤中使用了 reader，一个线程可能关闭了当前文件，而另一个线程正在尝试同时读取该文件。您需要将对 reader 的访问与 SynchronizedItemStreamReader:

同步

@Bean
public SynchronizedItemStreamReader<Customer> multiResourceItemReader() {
    System.out.println("In multiResourceItemReader");
    MultiResourceItemReader<Customer> reader = new MultiResourceItemReader<>();
    reader.setDelegate(customerItemReader());
    reader.setResources(inputFiles);

    SynchronizedItemStreamReader<Customer> synchronizedItemStreamReader = new SynchronizedItemStreamReader<>();
    synchronizedItemStreamReader.setDelegate(reader);
    return synchronizedItemStreamReader;
}

我们可以使用 spring Batch 顺序处理多个文件，而多个线程用于处理单个文件数据吗？

can we process the multiple files sequentially using spring Batch while multiple threads used to process individual files data..?

java

spring

spring-batch

spring-batch-tasklet

spring-batch-stream