Chaokun Yang created ARROW-5230:
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Summary: [Java] Read Struct Vector from ArrowStreamReader bugs
Key: ARROW-5230
URL: https://issues.apache.org/jira/browse/ARROW-5230
Project: Apache Arrow
Issue Type: Bug
Components: Java
Environment: Mac OS 10.13.6, Arrow 0.13.0, JDK8
Reporter: Chaokun Yang
After writing struct vector using ArrowStreamWriter to a file, read it back
using ArrowStreamReader throws exception:
{quote}Exception in thread "main" java.lang.IllegalArgumentException: not all
nodes and buffers were consumed. nodes: [ArrowFieldNode [length=100,
nullCount=0], ArrowFieldNode [length=100, nullCount=0]] buffers: [ArrowBuf[26],
udle: [11 16..29], ArrowBuf[27], udle: [11 32..432], ArrowBuf[28], udle: [11
432..445], ArrowBuf[29], udle: [11 448..848]]
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)
{quote}
Here's the code to reproduce this exception:
{code:java}
import org.apache.arrow.memory.RootAllocator;
import org.apache.arrow.vector.FieldVector;
import org.apache.arrow.vector.IntVector;
import org.apache.arrow.vector.VectorSchemaRoot;
import org.apache.arrow.vector.complex.StructVector;
import org.apache.arrow.vector.dictionary.DictionaryProvider;
import org.apache.arrow.vector.ipc.ArrowStreamReader;
import org.apache.arrow.vector.ipc.ArrowStreamWriter;
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;
import java.util.concurrent.ThreadLocalRandom;
public class StructTest {
public static void writeBatch(OutputStream os) throws IOException {
List<Field> fields = Collections.singletonList(new Field("f-Struct(Int,
Int)", FieldType.nullable(ArrowType.Struct.INSTANCE), null));
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<FieldVector> vectors = root.getFieldVectors();
StructVector vector = (StructVector) 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();
}
public static void fillVector(StructVector vector, int batchSize) {
vector.setInitialCapacity(batchSize);
vector.allocateNew();
vector.addOrGet("s1", FieldType.nullable(new ArrowType.Int(32, true)),
IntVector.class);
vector.addOrGet("s2", FieldType.nullable(new ArrowType.Int(32, true)),
IntVector.class);
fillVector((IntVector)(vector.getChild("s1")), batchSize);
fillVector((IntVector) (vector.getChild("s2")), batchSize);
for (int i = 0; i < batchSize; i++) {
vector.setIndexDefined(i);
}
vector.setValueCount(batchSize);
}
public static void fillVector(IntVector vector, int batchSize) {
vector.setInitialCapacity(batchSize);
vector.allocateNew();
for (int i = 0; i < batchSize; i++) {
vector.setSafe(i, 1, ThreadLocalRandom.current().nextInt());
}
vector.setValueCount(batchSize);
}
public static void main(String[] args) throws IOException {
try (FileOutputStream fos = new
FileOutputStream("result/struct.arrow")) {
writeBatch(fos);
System.out.println("write succeed");
fos.flush();
}
RootAllocator allocator = new RootAllocator(1000000000);
ByteArrayInputStream in = new
ByteArrayInputStream(Files.readAllBytes(Paths.get("result/struct.arrow")));
ArrowStreamReader reader = new ArrowStreamReader(in, allocator);
reader.loadNextBatch();
}
}
{code}
If I make struct record batches in python, java can read it back:
Write data:
{code:java}
def make_struct(path, batch_size=200, num_batch=2):
obj = get_struct_obj(batch_size)
batch = pa.RecordBatch.from_arrays([obj], ['fo'])
writer = pa.RecordBatchStreamWriter(path, batch.schema)
for _ in range(num_batch):
writer.write_batch(batch)
writer.close()
make_struct("struct.arrow")
{code}
Read back:
{code:java}
RootAllocator allocator = new RootAllocator(1000000000);
ByteArrayInputStream in = new
ByteArrayInputStream(Files.readAllBytes(Paths.get("struct.arrow")));
ArrowStreamReader reader = new ArrowStreamReader(in, allocator);
reader.loadNextBatch();
{code}
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