出现此问题是因为Apache Drill不支持读取UUID类型的Parquet文件。解决方法是将UUID类型的数据转换为字符串类型。
以下是一个示例代码,演示如何使用Apache Drill读取UUID类型的Parquet文件并将其转换为字符串类型:
import org.apache.drill.common.types.TypeProtos;
import org.apache.drill.common.types.Types;
import org.apache.drill.exec.expr.TypeHelper;
import org.apache.drill.exec.vector.accessor.ScalarWriter;
import org.apache.drill.exec.vector.accessor.ValueType;
import org.apache.parquet.io.api.Binary;
import java.util.UUID;
// 创建自定义的ScalarWriter
public class UUIDScalarWriter implements ScalarWriter {
private final TypeProtos.MajorType type;
private final ScalarWriter stringWriter;
public UUIDScalarWriter(ScalarWriter stringWriter) {
this.type = Types.optional(TypeProtos.MinorType.VARCHAR);
this.stringWriter = stringWriter;
}
@Override
public void setUUID(UUID uuid) {
stringWriter.setString(uuid.toString());
}
@Override
public void setObject(Object value) {
if (value instanceof UUID) {
setUUID((UUID) value);
} else {
stringWriter.setString(value.toString());
}
}
@Override
public void setValueType(ValueType valueType) {
stringWriter.setValueType(valueType);
}
@Override
public ValueType valueType() {
return stringWriter.valueType();
}
@Override
public TypeProtos.MajorType majorType() {
return type;
}
@Override
public void allocate() {
stringWriter.allocate();
}
@Override
public void clear() {
stringWriter.clear();
}
@Override
public ValueType getObject() {
return stringWriter.getObject();
}
}
// 创建自定义的ScalarWriterFactory
public class UUIDScalarWriterFactory implements ScalarWriterFactory {
@Override
public ScalarWriter getWriter(ColumnWriter columnWriter) {
ScalarWriter stringWriter = TypeHelper.getWriterForType(columnWriter, Types.optional(TypeProtos.MinorType.VARCHAR));
return new UUIDScalarWriter(stringWriter);
}
}
// 在读取Parquet文件之前,注册自定义的ScalarWriterFactory
public class DrillUUIDParquetReader {
public static void main(String[] args) {
try {
// 注册自定义的ScalarWriterFactory
ScalarWriterFactory.registerScalarWriterFactory(UUIDScalarWriterFactory.class);
// 使用Apache Drill读取Parquet文件
// ...
} catch (Exception e) {
e.printStackTrace();
}
}
}
在以上示例中,我们创建了一个自定义的ScalarWriter,它将UUID类型的数据转换为字符串类型,并将其注册为一个ScalarWriterFactory。然后,在读取Parquet文件之前,我们注册了这个自定义的ScalarWriterFactory。这样,当Apache Drill读取UUID类型的数据时,将会使用我们定义的转换逻辑。
请注意,以上示例仅为演示目的,具体实现可能因使用的Apache Drill版本而有所不同。请根据实际情况进行调整和修改。