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ARROW-9377: [Java] Support unsigned dictionary indices
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java/vector/src/test/java/org/apache/arrow/vector/ipc/TestUIntDictionaryRoundTrip.java
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.arrow.vector.ipc; | ||
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import static org.apache.arrow.vector.testing.ValueVectorDataPopulator.setVector; | ||
import static org.junit.Assert.assertArrayEquals; | ||
import static org.junit.Assert.assertEquals; | ||
import static org.junit.Assert.assertNotNull; | ||
import static org.junit.Assert.assertTrue; | ||
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import java.io.ByteArrayInputStream; | ||
import java.io.ByteArrayOutputStream; | ||
import java.io.IOException; | ||
import java.nio.channels.Channels; | ||
import java.util.Arrays; | ||
import java.util.Collection; | ||
import java.util.Map; | ||
import java.util.function.ToIntBiFunction; | ||
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import org.apache.arrow.memory.BufferAllocator; | ||
import org.apache.arrow.memory.RootAllocator; | ||
import org.apache.arrow.vector.FieldVector; | ||
import org.apache.arrow.vector.UInt1Vector; | ||
import org.apache.arrow.vector.UInt2Vector; | ||
import org.apache.arrow.vector.UInt4Vector; | ||
import org.apache.arrow.vector.UInt8Vector; | ||
import org.apache.arrow.vector.ValueVector; | ||
import org.apache.arrow.vector.VarCharVector; | ||
import org.apache.arrow.vector.VectorSchemaRoot; | ||
import org.apache.arrow.vector.dictionary.Dictionary; | ||
import org.apache.arrow.vector.dictionary.DictionaryProvider; | ||
import org.apache.arrow.vector.types.pojo.ArrowType; | ||
import org.apache.arrow.vector.types.pojo.DictionaryEncoding; | ||
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 org.apache.arrow.vector.util.ByteArrayReadableSeekableByteChannel; | ||
import org.junit.After; | ||
import org.junit.Before; | ||
import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
import org.junit.runners.Parameterized; | ||
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/** | ||
* Test the round-trip of dictionary encoding, | ||
* with unsigned integer as indices. | ||
*/ | ||
@RunWith(Parameterized.class) | ||
public class TestUIntDictionaryRoundTrip { | ||
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private final boolean streamMode; | ||
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public TestUIntDictionaryRoundTrip(boolean streamMode) { | ||
this.streamMode = streamMode; | ||
} | ||
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private BufferAllocator allocator; | ||
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private VarCharVector dictionaryVector; | ||
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private DictionaryProvider.MapDictionaryProvider dictionaryProvider; | ||
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@Before | ||
public void init() { | ||
allocator = new RootAllocator(Long.MAX_VALUE); | ||
dictionaryVector = new VarCharVector("dict vector", allocator); | ||
setVector(dictionaryVector, "0", "1", "2", "3", "4", "5", "6", "7", "8", "9"); | ||
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dictionaryProvider = new DictionaryProvider.MapDictionaryProvider(); | ||
} | ||
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@After | ||
public void terminate() throws Exception { | ||
dictionaryVector.close(); | ||
allocator.close(); | ||
} | ||
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private byte[] writeData(FieldVector encodedVector) throws IOException { | ||
ByteArrayOutputStream out = new ByteArrayOutputStream(); | ||
VectorSchemaRoot root = | ||
new VectorSchemaRoot( | ||
Arrays.asList(encodedVector.getField()), Arrays.asList(encodedVector), encodedVector.getValueCount()); | ||
try (ArrowWriter writer = streamMode ? | ||
new ArrowStreamWriter(root, dictionaryProvider, out) : | ||
new ArrowFileWriter(root, dictionaryProvider, Channels.newChannel(out))) { | ||
writer.start(); | ||
writer.writeBatch(); | ||
writer.end(); | ||
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return out.toByteArray(); | ||
} | ||
} | ||
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private void readData( | ||
byte[] data, | ||
Field expectedField, | ||
ToIntBiFunction<ValueVector, Integer> valGetter, | ||
long dictionaryID) throws IOException { | ||
try (ArrowReader reader = streamMode ? | ||
new ArrowStreamReader(new ByteArrayInputStream(data), allocator) : | ||
new ArrowFileReader(new SeekableReadChannel(new ByteArrayReadableSeekableByteChannel(data)), allocator)) { | ||
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// verify schema | ||
Schema readSchema = reader.getVectorSchemaRoot().getSchema(); | ||
assertEquals(1, readSchema.getFields().size()); | ||
assertEquals(expectedField, readSchema.getFields().get(0)); | ||
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// verify vector schema root | ||
assertTrue(reader.loadNextBatch()); | ||
VectorSchemaRoot root = reader.getVectorSchemaRoot(); | ||
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assertEquals(1, root.getFieldVectors().size()); | ||
ValueVector encodedVector = root.getVector(0); | ||
assertEquals(5, encodedVector.getValueCount()); | ||
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assertEquals(1, valGetter.applyAsInt(encodedVector, 0)); | ||
assertEquals(3, valGetter.applyAsInt(encodedVector, 1)); | ||
assertEquals(5, valGetter.applyAsInt(encodedVector, 2)); | ||
assertEquals(7, valGetter.applyAsInt(encodedVector, 3)); | ||
assertEquals(9, valGetter.applyAsInt(encodedVector, 4)); | ||
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// verify dictionary | ||
Map<Long, Dictionary> dictVectors = reader.getDictionaryVectors(); | ||
assertEquals(1, dictVectors.size()); | ||
Dictionary dictionary = dictVectors.get(dictionaryID); | ||
assertNotNull(dictionary); | ||
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assertTrue(dictionary.getVector() instanceof VarCharVector); | ||
VarCharVector dictVector = (VarCharVector) dictionary.getVector(); | ||
assertEquals(10, dictVector.getValueCount()); | ||
for (int i = 0; i < dictVector.getValueCount(); i++) { | ||
assertArrayEquals(String.valueOf(i).getBytes(), dictVector.get(i)); | ||
} | ||
} | ||
} | ||
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private ValueVector createEncodedVector(int bitWidth) { | ||
final DictionaryEncoding dictionaryEncoding = | ||
new DictionaryEncoding(bitWidth, false, new ArrowType.Int(bitWidth, false)); | ||
Dictionary dictionary = new Dictionary(dictionaryVector, dictionaryEncoding); | ||
dictionaryProvider.put(dictionary); | ||
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final FieldType type = | ||
new FieldType(true, dictionaryEncoding.getIndexType(), dictionaryEncoding, null); | ||
final Field field = new Field("encoded", type, null); | ||
return field.createVector(allocator); | ||
} | ||
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@Test | ||
public void testUInt1RoundTrip() throws IOException { | ||
try (UInt1Vector encodedVector1 = (UInt1Vector) createEncodedVector(8)) { | ||
setVector(encodedVector1, (byte) 1, (byte) 3, (byte) 5, (byte) 7, (byte) 9); | ||
byte[] data = writeData(encodedVector1); | ||
readData(data, encodedVector1.getField(), (vector, index) -> ((UInt1Vector) vector).get(index), 8L); | ||
} | ||
} | ||
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@Test | ||
public void testUInt2RoundTrip() throws IOException { | ||
try (UInt2Vector encodedVector2 = (UInt2Vector) createEncodedVector(16)) { | ||
setVector(encodedVector2, (char) 1, (char) 3, (char) 5, (char) 7, (char) 9); | ||
byte[] data = writeData(encodedVector2); | ||
readData(data, encodedVector2.getField(), (vector, index) -> ((UInt2Vector) vector).get(index), 16L); | ||
} | ||
} | ||
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@Test | ||
public void testUInt4RoundTrip() throws IOException { | ||
try (UInt4Vector encodedVector4 = (UInt4Vector) createEncodedVector(32)) { | ||
setVector(encodedVector4, 1, 3, 5, 7, 9); | ||
byte[] data = writeData(encodedVector4); | ||
readData(data, encodedVector4.getField(), (vector, index) -> ((UInt4Vector) vector).get(index), 32L); | ||
} | ||
} | ||
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@Test | ||
public void testUInt8RoundTrip() throws IOException { | ||
try (UInt8Vector encodedVector8 = (UInt8Vector) createEncodedVector(64)) { | ||
setVector(encodedVector8, 1L, 3L, 5L, 7L, 9L); | ||
byte[] data = writeData(encodedVector8); | ||
readData(data, encodedVector8.getField(), (vector, index) -> (int) ((UInt8Vector) vector).get(index), 64L); | ||
} | ||
} | ||
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@Parameterized.Parameters(name = "stream mode = {0}") | ||
public static Collection<Object[]> getRepeat() { | ||
return Arrays.asList( | ||
new Object[]{true}, | ||
new Object[]{false} | ||
); | ||
} | ||
} |