[Java] Arrow Java can't read union vector from ArrowStreamReader written by its own bugs
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- Java
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Description
When writing union data using ArrowStreamWriter in java, I can't read it back using ArrowStreamReader in java. The exception is:
> Exception in thread "main" java.lang.IllegalArgumentException: not all nodes and buffers were consumed. nodes: [ArrowFieldNode [length=100, nullCount=0]] buffers: [ArrowBuf[14], udle: [7 104..117], ArrowBuf[15], udle: [7 120..520]]
> at org.apache.arrow.vector.VectorLoader.load(VectorLoader.java:64)
> at org.apache.arrow.vector.ipc.ArrowReader.loadRecordBatch(ArrowReader.java:219)
> at org.apache.arrow.vector.ipc.ArrowStreamReader.loadNextBatch(ArrowStreamReader.java:121)
The code to reproduce this exception is:
```java
import org.apache.arrow.memory.RootAllocator;
import org.apache.arrow.vector.FieldVector;
import org.apache.arrow.vector.VectorSchemaRoot;
import org.apache.arrow.vector.complex.UnionVector;
import org.apache.arrow.vector.dictionary.DictionaryProvider;
import org.apache.arrow.vector.holders.NullableIntHolder;
import org.apache.arrow.vector.ipc.ArrowStreamReader;
import org.apache.arrow.vector.ipc.ArrowStreamWriter;
import org.apache.arrow.vector.types.UnionMode;
import org.apache.arrow.vector.types.pojo.ArrowType;
import org.apache.arrow.vector.types.pojo.Field;
import org.apache.arrow.vector.types.pojo.FieldType;
import org.apache.arrow.vector.types.pojo.Schema;
import java.io.ByteArrayInputStream;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.OutputStream;
import java.nio.file.Files;
import java.nio.file.Paths;
import java.util.Collections;
import java.util.List;
public class UnionTest {
public static void writeUnionBatch(OutputStream os) throws IOException {
int[] typeIds = new int[]{ArrowType.ArrowTypeID.Int.ordinal()};
ArrowType.Union union = new ArrowType.Union(UnionMode.Sparse, typeIds);
List childList = Collections.singletonList(
new Field("s1", FieldType.nullable(new ArrowType.Int(32, true)), null)
);
Field field = new Field("f1", FieldType.nullable(union), childList);
List fields = Collections.singletonList(field);
Schema schema = new Schema(fields);
VectorSchemaRoot root = VectorSchemaRoot.create(schema, new RootAllocator(Integer.MAX_VALUE));
DictionaryProvider.MapDictionaryProvider provider = new DictionaryProvider.MapDictionaryProvider();
ArrowStreamWriter writer = new ArrowStreamWriter(root, provider, os);
writer.start();
for (int i = 0; i < 2; i++) {
root.setRowCount(100);
List vectors = root.getFieldVectors();
UnionVector vector = (UnionVector) vectors.get(0);
fillVector(vector, 100);
for (int j = 0; j < 100; j++) {
if (!vector.isNull(j)) {
System.out.println(vector.getObject(j));
}
}
writer.writeBatch();
}
writer.end();
writer.close();
}
private static void fillVector(UnionVector vector, int batchSize) {
vector.setInitialCapacity(batchSize);
vector.allocateNew();
for (int i = 0; i < batchSize; i++) {
NullableIntHolder intHolder = new NullableIntHolder();
intHolder.isSet = 1;
intHolder.value = i;
vector.setSafe(i, intHolder);
}
vector.setValueCount(batchSize);
}
public static void main(String[] args) throws IOException {
try(FileOutputStream fos = new FileOutputStream("result/union.arrow")) {
writeUnionBatch(fos);
System.out.println("write succeed");
fos.flush();
}
RootAllocator allocator = new RootAllocator(1000000000);
ByteArrayInputStream in = new ByteArrayInputStream(Files.readAllBytes(Paths.get("result/union.arrow")));
ArrowStreamReader reader = new ArrowStreamReader(in, allocator);
reader.loadNextBatch();
}
}
```
And it can't read union data generated by python, as is reported in https://issues.apache.org/jira/browse/ARROW-1692.
It seems strange arrow java can't read union data generated by its own. Is there any format gap between arrow java UnionVector write and read?
**Environment**: Mac OS 10.13.6, Arrow 0.13.0, JDK8
**Reporter**: [Shawn Yang](https://issues.apache.org/jira/browse/ARROW-5231) / @chaokunyang
**Note**: *This issue was originally created as [ARROW-5231](https://issues.apache.org/jira/browse/ARROW-5231). Please see the [migration documentation](https://github.com/apache/arrow/issues/14542) for further details.*
Contributor guide
Research direction
Start with the UnionTest reproduction and trace ArrowStreamReader.loadNextBatch through ArrowReader.loadRecordBatch and VectorLoader.load, where the exception is reported. Compare the ArrowStreamWriter output and UnionVector handling for the sparse union, then verify that the reader consumes the record batch without the nodes-and-buffers error.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- java
- Domain
- data
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Clearly specified
- Newbie friendliness
- 48/100