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258
orc/src/test/java/org/apache/iceberg/orc/TestOrcDataWriter.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.iceberg.orc; | ||
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import java.io.IOException; | ||
import java.nio.ByteBuffer; | ||
import java.util.List; | ||
import java.util.stream.Collectors; | ||
import org.apache.hadoop.conf.Configuration; | ||
import org.apache.hadoop.fs.Path; | ||
import org.apache.iceberg.DataFile; | ||
import org.apache.iceberg.FileContent; | ||
import org.apache.iceberg.FileFormat; | ||
import org.apache.iceberg.Files; | ||
import org.apache.iceberg.MetricsConfig; | ||
import org.apache.iceberg.PartitionSpec; | ||
import org.apache.iceberg.Schema; | ||
import org.apache.iceberg.SortOrder; | ||
import org.apache.iceberg.Table; | ||
import org.apache.iceberg.TableProperties; | ||
import org.apache.iceberg.TestTables; | ||
import org.apache.iceberg.data.GenericRecord; | ||
import org.apache.iceberg.data.Record; | ||
import org.apache.iceberg.data.orc.GenericOrcReader; | ||
import org.apache.iceberg.data.orc.GenericOrcWriter; | ||
import org.apache.iceberg.io.CloseableIterable; | ||
import org.apache.iceberg.io.DataWriter; | ||
import org.apache.iceberg.io.OutputFile; | ||
import org.apache.iceberg.relocated.com.google.common.collect.ImmutableList; | ||
import org.apache.iceberg.relocated.com.google.common.collect.ImmutableMap; | ||
import org.apache.iceberg.relocated.com.google.common.collect.Lists; | ||
import org.apache.iceberg.types.Types; | ||
import org.apache.orc.OrcFile; | ||
import org.apache.orc.StripeInformation; | ||
import org.junit.Assert; | ||
import org.junit.Before; | ||
import org.junit.Rule; | ||
import org.junit.Test; | ||
import org.junit.rules.TemporaryFolder; | ||
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public class TestOrcDataWriter { | ||
private static final Schema SCHEMA = new Schema( | ||
Types.NestedField.required(1, "id", Types.LongType.get()), | ||
Types.NestedField.optional(2, "data", Types.StringType.get()), | ||
Types.NestedField.optional(3, "binary", Types.BinaryType.get())); | ||
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private List<Record> records; | ||
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@Rule | ||
public TemporaryFolder temp = new TemporaryFolder(); | ||
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@Before | ||
public void createRecords() { | ||
GenericRecord record = GenericRecord.create(SCHEMA); | ||
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ImmutableList.Builder<Record> builder = ImmutableList.builder(); | ||
builder.add(record.copy(ImmutableMap.of("id", 1L, "data", "a"))); | ||
builder.add(record.copy(ImmutableMap.of("id", 2L, "data", "b"))); | ||
builder.add(record.copy(ImmutableMap.of("id", 3L, "data", "c"))); | ||
builder.add(record.copy(ImmutableMap.of("id", 4L, "data", "d"))); | ||
builder.add(record.copy(ImmutableMap.of("id", 5L, "data", "e"))); | ||
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this.records = builder.build(); | ||
} | ||
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private List<Long> stripeOffsetsFromReader(DataFile dataFile) throws IOException { | ||
return OrcFile.createReader( | ||
new Path(dataFile.path().toString()), | ||
OrcFile.readerOptions(new Configuration())) | ||
.getStripes().stream().map(StripeInformation::getOffset) | ||
.collect(Collectors.toList()); | ||
} | ||
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@Test | ||
public void testDataWriter() throws IOException { | ||
OutputFile file = Files.localOutput(temp.newFile()); | ||
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SortOrder sortOrder = SortOrder.builderFor(SCHEMA) | ||
.withOrderId(10) | ||
.asc("id") | ||
.build(); | ||
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DataWriter<Record> dataWriter = ORC.writeData(file) | ||
.schema(SCHEMA) | ||
.createWriterFunc(GenericOrcWriter::buildWriter) | ||
.overwrite() | ||
.withSpec(PartitionSpec.unpartitioned()) | ||
.withSortOrder(sortOrder) | ||
.build(); | ||
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try { | ||
for (Record record : records) { | ||
dataWriter.write(record); | ||
} | ||
} finally { | ||
dataWriter.close(); | ||
} | ||
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DataFile dataFile = dataWriter.toDataFile(); | ||
Assert.assertEquals(dataFile.splitOffsets(), stripeOffsetsFromReader(dataFile)); | ||
Assert.assertEquals("Format should be ORC", FileFormat.ORC, dataFile.format()); | ||
Assert.assertEquals("Should be data file", FileContent.DATA, dataFile.content()); | ||
Assert.assertEquals("Record count should match", records.size(), dataFile.recordCount()); | ||
Assert.assertEquals("Partition should be empty", 0, dataFile.partition().size()); | ||
Assert.assertEquals("Sort order should match", sortOrder.orderId(), (int) dataFile.sortOrderId()); | ||
Assert.assertNull("Key metadata should be null", dataFile.keyMetadata()); | ||
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List<Record> writtenRecords; | ||
try (CloseableIterable<Record> reader = ORC.read(file.toInputFile()) | ||
.project(SCHEMA) | ||
.createReaderFunc(fileSchema -> GenericOrcReader.buildReader(SCHEMA, fileSchema)) | ||
.build()) { | ||
writtenRecords = Lists.newArrayList(reader); | ||
} | ||
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Assert.assertEquals("Written records should match", records, writtenRecords); | ||
} | ||
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@SuppressWarnings("checkstyle:AvoidEscapedUnicodeCharacters") | ||
@Test | ||
public void testInvalidUpperBoundString() throws Exception { | ||
OutputFile file = Files.localOutput(temp.newFile()); | ||
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Table testTable = TestTables.create(temp.newFile(), "test_invalid_string_bound", | ||
SCHEMA, PartitionSpec.unpartitioned(), SortOrder.unsorted(), 2); | ||
testTable.updateProperties() | ||
.set(TableProperties.DEFAULT_WRITE_METRICS_MODE, "truncate(16)") | ||
.commit(); | ||
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DataWriter<Record> dataWriter = ORC.writeData(file) | ||
.metricsConfig(MetricsConfig.forTable(testTable)) | ||
.schema(SCHEMA) | ||
.createWriterFunc(GenericOrcWriter::buildWriter) | ||
.overwrite() | ||
.withSpec(PartitionSpec.unpartitioned()) | ||
.build(); | ||
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// These high code points cause an overflow | ||
GenericRecord genericRecord = GenericRecord.create(SCHEMA); | ||
ImmutableList.Builder<Record> builder = ImmutableList.builder(); | ||
char[] charArray = new char[61]; | ||
for (int i = 0; i < 60; i = i + 2) { | ||
charArray[i] = '\uDBFF'; | ||
charArray[i + 1] = '\uDFFF'; | ||
} | ||
builder.add(genericRecord.copy(ImmutableMap.of("id", 1L, "data", String.valueOf(charArray)))); | ||
List<Record> overflowRecords = builder.build(); | ||
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try { | ||
for (Record record : overflowRecords) { | ||
dataWriter.write(record); | ||
} | ||
} finally { | ||
dataWriter.close(); | ||
} | ||
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DataFile dataFile = dataWriter.toDataFile(); | ||
Assert.assertEquals(dataFile.splitOffsets(), stripeOffsetsFromReader(dataFile)); | ||
Assert.assertEquals("Format should be ORC", FileFormat.ORC, dataFile.format()); | ||
Assert.assertEquals("Should be data file", FileContent.DATA, dataFile.content()); | ||
Assert.assertEquals("Record count should match", overflowRecords.size(), dataFile.recordCount()); | ||
Assert.assertEquals("Partition should be empty", 0, dataFile.partition().size()); | ||
Assert.assertNull("Key metadata should be null", dataFile.keyMetadata()); | ||
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List<Record> writtenRecords; | ||
try (CloseableIterable<Record> reader = ORC.read(file.toInputFile()) | ||
.project(SCHEMA) | ||
.createReaderFunc(fileSchema -> GenericOrcReader.buildReader(SCHEMA, fileSchema)) | ||
.build()) { | ||
writtenRecords = Lists.newArrayList(reader); | ||
} | ||
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Assert.assertEquals("Written records should match", overflowRecords, writtenRecords); | ||
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Assert.assertTrue("Should have a valid lower bound", dataFile.lowerBounds().containsKey(1)); | ||
Assert.assertTrue("Should have a valid upper bound", dataFile.upperBounds().containsKey(1)); | ||
Assert.assertTrue("Should have a valid lower bound", dataFile.lowerBounds().containsKey(2)); | ||
Assert.assertTrue("Should have a valid upper bound", dataFile.upperBounds().containsKey(2)); | ||
} | ||
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@SuppressWarnings("checkstyle:AvoidEscapedUnicodeCharacters") | ||
@Test | ||
public void testInvalidUpperBoundBinary() throws Exception { | ||
OutputFile file = Files.localOutput(temp.newFile()); | ||
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Table testTable = TestTables.create(temp.newFile(), "test_invalid_binary_bound", | ||
SCHEMA, PartitionSpec.unpartitioned(), SortOrder.unsorted(), 2); | ||
testTable.updateProperties() | ||
.set(TableProperties.DEFAULT_WRITE_METRICS_MODE, "truncate(16)") | ||
.commit(); | ||
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DataWriter<Record> dataWriter = ORC.writeData(file) | ||
.metricsConfig(MetricsConfig.forTable(testTable)) | ||
.schema(SCHEMA) | ||
.createWriterFunc(GenericOrcWriter::buildWriter) | ||
.overwrite() | ||
.withSpec(PartitionSpec.unpartitioned()) | ||
.build(); | ||
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// This max binary value causes an overflow | ||
GenericRecord genericRecord = GenericRecord.create(SCHEMA); | ||
ImmutableList.Builder<Record> builder = ImmutableList.builder(); | ||
ByteBuffer bytes = ByteBuffer.allocate(17); | ||
for (int i = 0; i < 17; i++) { | ||
bytes.put(i, (byte) 0xff); | ||
} | ||
builder.add(genericRecord.copy(ImmutableMap.of("id", 1L, "binary", | ||
bytes))); | ||
List<Record> overflowRecords = builder.build(); | ||
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try { | ||
for (Record record : overflowRecords) { | ||
dataWriter.write(record); | ||
} | ||
} finally { | ||
dataWriter.close(); | ||
} | ||
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DataFile dataFile = dataWriter.toDataFile(); | ||
Assert.assertEquals(dataFile.splitOffsets(), stripeOffsetsFromReader(dataFile)); | ||
Assert.assertEquals("Format should be ORC", FileFormat.ORC, dataFile.format()); | ||
Assert.assertEquals("Should be data file", FileContent.DATA, dataFile.content()); | ||
Assert.assertEquals("Record count should match", overflowRecords.size(), dataFile.recordCount()); | ||
Assert.assertEquals("Partition should be empty", 0, dataFile.partition().size()); | ||
Assert.assertNull("Key metadata should be null", dataFile.keyMetadata()); | ||
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List<Record> writtenRecords; | ||
try (CloseableIterable<Record> reader = ORC.read(file.toInputFile()) | ||
.project(SCHEMA) | ||
.createReaderFunc(fileSchema -> GenericOrcReader.buildReader(SCHEMA, fileSchema)) | ||
.build()) { | ||
writtenRecords = Lists.newArrayList(reader); | ||
} | ||
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Assert.assertEquals("Written records should match", overflowRecords, writtenRecords); | ||
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// Expect bounds on LONG column | ||
Assert.assertTrue("Should have a valid lower bound", dataFile.lowerBounds().containsKey(1)); | ||
Assert.assertTrue("Should have a valid upper bound", dataFile.upperBounds().containsKey(1)); | ||
} | ||
} |