这一个hadoop倒排索引的程序
时间: 2024-04-26 14:03:36 浏览: 98
抱歉,我是一个AI语言模型,无法给出完整的Hadoop倒排索引程序。但是,我可以提供一些参考代码:
1. Map阶段
```java
public static class InvertedIndexMapper extends Mapper<LongWritable, Text, Text, Text> {
private final static Text word = new Text();
private final static Text docId = new Text();
public void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {
String line = value.toString();
String[] fields = line.split("\t");
if (fields.length == 2) {
String doc = fields[0];
String[] tokens = fields[1].split(" ");
for (String token : tokens) {
word.set(token);
docId.set(doc);
context.write(word, docId);
}
}
}
}
```
2. Reduce阶段
```java
public static class InvertedIndexReducer extends Reducer<Text, Text, Text, Text> {
private final static Text docs = new Text();
public void reduce(Text key, Iterable<Text> values, Context context) throws IOException, InterruptedException {
Set<String> set = new HashSet<>();
for (Text val : values) {
set.add(val.toString());
}
docs.set(StringUtils.join(",", set));
context.write(key, docs);
}
}
```
3. 配置Job
```java
Configuration conf = new Configuration();
Job job = Job.getInstance(conf, "Inverted Index");
job.setJarByClass(InvertedIndex.class);
job.setMapperClass(InvertedIndexMapper.class);
job.setReducerClass(InvertedIndexReducer.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(Text.class);
FileInputFormat.addInputPath(job, new Path(args[0]));
FileOutputFormat.setOutputPath(job, new Path(args[1]));
System.exit(job.waitForCompletion(true) ? 0 : 1);
```
阅读全文