生成udtf java代码
时间: 2023-07-10 10:27:35 浏览: 81
好的,以下是一个简单的UDTF Java代码示例,用于将输入的字符串拆分为单词并输出每个单词和它的长度。
```
import org.apache.hadoop.hive.ql.exec.Description;
import org.apache.hadoop.hive.ql.exec.UDFArgumentException;
import org.apache.hadoop.hive.ql.exec.UDFArgumentLengthException;
import org.apache.hadoop.hive.ql.exec.UDTF;
import org.apache.hadoop.hive.ql.udf.UDFType;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
import org.apache.hadoop.hive.serde2.objectinspector.primitive.StringObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.StructObjectInspector;
import org.apache.hadoop.io.Text;
import java.util.ArrayList;
@Description(name = "split_words", value = "Splits a string into words and outputs each word and its length as a separate row")
@UDFType(deterministic = false, stateful = false)
public class SplitWordsUDTF extends UDTF {
private final Text outputText = new Text();
private StringObjectInspector inputOI;
@Override
public StructObjectInspector initialize(ObjectInspector[] argOIs) throws UDFArgumentException {
if (argOIs.length != 1) {
throw new UDFArgumentLengthException("split_words() takes exactly one argument");
}
if (argOIs[0].getCategory() != ObjectInspector.Category.PRIMITIVE
|| !((PrimitiveObjectInspector) argOIs[0]).getPrimitiveCategory().equals(PrimitiveObjectInspector.PrimitiveCategory.STRING)) {
throw new UDFArgumentException("split_words() takes a string as argument");
}
inputOI = (StringObjectInspector) argOIs[0];
ArrayList<String> fieldNames = new ArrayList<>();
ArrayList<ObjectInspector> fieldOIs = new ArrayList<>();
fieldNames.add("word");
fieldOIs.add(PrimitiveObjectInspectorFactory.writableStringObjectInspector);
fieldNames.add("length");
fieldOIs.add(PrimitiveObjectInspectorFactory.writableIntObjectInspector);
return ObjectInspectorFactory.getStandardStructObjectInspector(fieldNames, fieldOIs);
}
@Override
public void process(Object[] args) throws UDFArgumentException {
String input = inputOI.getPrimitiveJavaObject(args[0]).toString();
String[] words = input.split("\\s+");
for (String word : words) {
outputText.set(word);
forward(outputText, new IntWritable(word.length()));
}
}
@Override
public void close() throws UDFArgumentException {
// Nothing to do
}
}
```
您可以将此代码复制到您的Java IDE(如Eclipse或IntelliJ IDEA)中,并进行必要的修改,以符合您的UDTF需求。
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