VectorUnloader.java
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.arrow.vector;
import java.util.ArrayList;
import java.util.List;
import org.apache.arrow.memory.ArrowBuf;
import org.apache.arrow.vector.compression.CompressionCodec;
import org.apache.arrow.vector.compression.CompressionUtil;
import org.apache.arrow.vector.compression.NoCompressionCodec;
import org.apache.arrow.vector.ipc.message.ArrowFieldNode;
import org.apache.arrow.vector.ipc.message.ArrowRecordBatch;
/**
* Helper class that handles converting a {@link VectorSchemaRoot} to a {@link ArrowRecordBatch}.
*/
public class VectorUnloader {
private final VectorSchemaRoot root;
private final boolean includeNullCount;
private final CompressionCodec codec;
private final boolean alignBuffers;
/** Constructs a new instance of the given set of vectors. */
public VectorUnloader(VectorSchemaRoot root) {
this(root, true, NoCompressionCodec.INSTANCE, true);
}
/**
* Constructs a new instance.
*
* @param root The set of vectors to serialize to an {@link ArrowRecordBatch}.
* @param includeNullCount Controls whether null count is copied to the {@link ArrowRecordBatch}
* @param alignBuffers Controls if buffers get aligned to 8-byte boundaries.
*/
public VectorUnloader(VectorSchemaRoot root, boolean includeNullCount, boolean alignBuffers) {
this(root, includeNullCount, NoCompressionCodec.INSTANCE, alignBuffers);
}
/**
* Constructs a new instance.
*
* @param root The set of vectors to serialize to an {@link ArrowRecordBatch}.
* @param includeNullCount Controls whether null count is copied to the {@link ArrowRecordBatch}
* @param codec the codec for compressing data. If it is null, then no compression is needed.
* @param alignBuffers Controls if buffers get aligned to 8-byte boundaries.
*/
public VectorUnloader(
VectorSchemaRoot root,
boolean includeNullCount,
CompressionCodec codec,
boolean alignBuffers) {
this.root = root;
this.includeNullCount = includeNullCount;
this.codec = codec == null ? NoCompressionCodec.INSTANCE : codec;
this.alignBuffers = alignBuffers;
}
/**
* Performs the depth first traversal of the Vectors to create an {@link ArrowRecordBatch}
* suitable for serialization.
*/
public ArrowRecordBatch getRecordBatch() {
List<ArrowFieldNode> nodes = new ArrayList<>();
List<ArrowBuf> buffers = new ArrayList<>();
List<Long> variadicBufferCounts = new ArrayList<>();
for (FieldVector vector : root.getFieldVectors()) {
appendNodes(vector, nodes, buffers, variadicBufferCounts);
}
// Do NOT retain buffers in ArrowRecordBatch constructor since we have already retained them.
return new ArrowRecordBatch(
root.getRowCount(),
nodes,
buffers,
CompressionUtil.createBodyCompression(codec),
variadicBufferCounts,
alignBuffers, /*retainBuffers*/
false);
}
private long getVariadicBufferCount(FieldVector vector) {
if (vector instanceof BaseVariableWidthViewVector) {
return ((BaseVariableWidthViewVector) vector).getDataBuffers().size();
}
return 0L;
}
private void appendNodes(
FieldVector vector,
List<ArrowFieldNode> nodes,
List<ArrowBuf> buffers,
List<Long> variadicBufferCounts) {
nodes.add(
new ArrowFieldNode(vector.getValueCount(), includeNullCount ? vector.getNullCount() : -1));
List<ArrowBuf> fieldBuffers = vector.getFieldBuffers();
long variadicBufferCount = getVariadicBufferCount(vector);
int expectedBufferCount =
(int) (TypeLayout.getTypeBufferCount(vector.getField().getType()) + variadicBufferCount);
// only update variadicBufferCounts for vectors that have variadic buffers
if (vector instanceof BaseVariableWidthViewVector) {
variadicBufferCounts.add(variadicBufferCount);
}
if (fieldBuffers.size() != expectedBufferCount) {
throw new IllegalArgumentException(
String.format(
"wrong number of buffers for field %s in vector %s. found: %s",
vector.getField(), vector.getClass().getSimpleName(), fieldBuffers));
}
for (ArrowBuf buf : fieldBuffers) {
// If the codec is NoCompressionCodec, then it will return the input buffer unchanged. In that
// case,
// we need to retain it for ArrowRecordBatch. Otherwise, it will return a new buffer, and also
// close
// the input buffer. In that case, we need to retain the input buffer still to avoid modifying
// the source VectorSchemaRoot.
buf.getReferenceManager().retain();
buffers.add(codec.compress(vector.getAllocator(), buf));
}
for (FieldVector child : vector.getChildrenFromFields()) {
appendNodes(child, nodes, buffers, variadicBufferCounts);
}
}
}