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MR: Apply row-level delete files when reading (apache#1497)
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data/src/test/java/org/apache/iceberg/data/DeleteReadTests.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.data; | ||
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import java.io.IOException; | ||
import java.util.List; | ||
import java.util.Set; | ||
import org.apache.iceberg.DataFile; | ||
import org.apache.iceberg.DeleteFile; | ||
import org.apache.iceberg.Files; | ||
import org.apache.iceberg.PartitionSpec; | ||
import org.apache.iceberg.Schema; | ||
import org.apache.iceberg.Table; | ||
import org.apache.iceberg.TestHelpers.Row; | ||
import org.apache.iceberg.relocated.com.google.common.collect.Lists; | ||
import org.apache.iceberg.relocated.com.google.common.collect.Sets; | ||
import org.apache.iceberg.types.Types; | ||
import org.apache.iceberg.util.ArrayUtil; | ||
import org.apache.iceberg.util.Pair; | ||
import org.apache.iceberg.util.StructLikeSet; | ||
import org.apache.iceberg.util.StructProjection; | ||
import org.junit.After; | ||
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 abstract class DeleteReadTests { | ||
// Schema passed to create tables | ||
public static final Schema SCHEMA = new Schema( | ||
Types.NestedField.required(1, "id", Types.IntegerType.get()), | ||
Types.NestedField.required(2, "data", Types.StringType.get()) | ||
); | ||
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// Partition spec used to create tables | ||
public static final PartitionSpec SPEC = PartitionSpec.builderFor(SCHEMA) | ||
.bucket("data", 16) | ||
.build(); | ||
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@Rule | ||
public TemporaryFolder temp = new TemporaryFolder(); | ||
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private String tableName = null; | ||
private Table table = null; | ||
private List<Record> records = null; | ||
private DataFile dataFile = null; | ||
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@Before | ||
public void writeTestDataFile() throws IOException { | ||
this.tableName = "test"; | ||
this.table = createTable(tableName, SCHEMA, SPEC); | ||
this.records = Lists.newArrayList(); | ||
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// records all use IDs that are in bucket id_bucket=0 | ||
GenericRecord record = GenericRecord.create(table.schema()); | ||
records.add(record.copy("id", 29, "data", "a")); | ||
records.add(record.copy("id", 43, "data", "b")); | ||
records.add(record.copy("id", 61, "data", "c")); | ||
records.add(record.copy("id", 89, "data", "d")); | ||
records.add(record.copy("id", 100, "data", "e")); | ||
records.add(record.copy("id", 121, "data", "f")); | ||
records.add(record.copy("id", 122, "data", "g")); | ||
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this.dataFile = FileHelpers.writeDataFile(table, Files.localOutput(temp.newFile()), Row.of(0), records); | ||
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table.newAppend() | ||
.appendFile(dataFile) | ||
.commit(); | ||
} | ||
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@After | ||
public void cleanup() throws IOException { | ||
dropTable("test"); | ||
} | ||
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protected abstract Table createTable(String name, Schema schema, PartitionSpec spec) throws IOException; | ||
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protected abstract void dropTable(String name) throws IOException; | ||
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protected abstract StructLikeSet rowSet(String name, Table testTable, String... columns) throws IOException; | ||
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protected boolean expectPruned() { | ||
return true; | ||
} | ||
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@Test | ||
public void testEqualityDeletes() throws IOException { | ||
Schema deleteRowSchema = table.schema().select("data"); | ||
Record dataDelete = GenericRecord.create(deleteRowSchema); | ||
List<Record> dataDeletes = Lists.newArrayList( | ||
dataDelete.copy("data", "a"), // id = 29 | ||
dataDelete.copy("data", "d"), // id = 89 | ||
dataDelete.copy("data", "g") // id = 122 | ||
); | ||
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DeleteFile eqDeletes = FileHelpers.writeDeleteFile( | ||
table, Files.localOutput(temp.newFile()), Row.of(0), dataDeletes, deleteRowSchema); | ||
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table.newRowDelta() | ||
.addDeletes(eqDeletes) | ||
.commit(); | ||
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StructLikeSet expected = rowSetWithoutIds(29, 89, 122); | ||
StructLikeSet actual = rowSet(tableName, table, "*"); | ||
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Assert.assertEquals("Table should contain expected rows", expected, actual); | ||
} | ||
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@Test | ||
public void testEqualityDeletesWithRequiredEqColumn() throws IOException { | ||
Schema deleteRowSchema = table.schema().select("data"); | ||
Record dataDelete = GenericRecord.create(deleteRowSchema); | ||
List<Record> dataDeletes = Lists.newArrayList( | ||
dataDelete.copy("data", "a"), // id = 29 | ||
dataDelete.copy("data", "d"), // id = 89 | ||
dataDelete.copy("data", "g") // id = 122 | ||
); | ||
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DeleteFile eqDeletes = FileHelpers.writeDeleteFile( | ||
table, Files.localOutput(temp.newFile()), Row.of(0), dataDeletes, deleteRowSchema); | ||
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table.newRowDelta() | ||
.addDeletes(eqDeletes) | ||
.commit(); | ||
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StructLikeSet expected = selectColumns(rowSetWithoutIds(29, 89, 122), "id"); | ||
StructLikeSet actual = rowSet(tableName, table, "id"); | ||
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if (expectPruned()) { | ||
Assert.assertEquals("Table should contain expected rows", expected, actual); | ||
} else { | ||
// data is added by the reader to apply the eq deletes, use StructProjection to remove it from comparison | ||
Assert.assertEquals("Table should contain expected rows", expected, selectColumns(actual, "id")); | ||
} | ||
} | ||
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@Test | ||
public void testPositionDeletes() throws IOException { | ||
List<Pair<CharSequence, Long>> deletes = Lists.newArrayList( | ||
Pair.of(dataFile.path(), 0L), // id = 29 | ||
Pair.of(dataFile.path(), 3L), // id = 89 | ||
Pair.of(dataFile.path(), 6L) // id = 122 | ||
); | ||
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DeleteFile posDeletes = FileHelpers.writeDeleteFile( | ||
table, Files.localOutput(temp.newFile()), Row.of(0), deletes); | ||
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table.newRowDelta() | ||
.addDeletes(posDeletes) | ||
.commit(); | ||
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StructLikeSet expected = rowSetWithoutIds(29, 89, 122); | ||
StructLikeSet actual = rowSet(tableName, table, "*"); | ||
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Assert.assertEquals("Table should contain expected rows", expected, actual); | ||
} | ||
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@Test | ||
public void testMixedPositionAndEqualityDeletes() throws IOException { | ||
Schema dataSchema = table.schema().select("data"); | ||
Record dataDelete = GenericRecord.create(dataSchema); | ||
List<Record> dataDeletes = Lists.newArrayList( | ||
dataDelete.copy("data", "a"), // id = 29 | ||
dataDelete.copy("data", "d"), // id = 89 | ||
dataDelete.copy("data", "g") // id = 122 | ||
); | ||
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DeleteFile eqDeletes = FileHelpers.writeDeleteFile( | ||
table, Files.localOutput(temp.newFile()), Row.of(0), dataDeletes, dataSchema); | ||
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List<Pair<CharSequence, Long>> deletes = Lists.newArrayList( | ||
Pair.of(dataFile.path(), 3L), // id = 89 | ||
Pair.of(dataFile.path(), 5L) // id = 121 | ||
); | ||
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DeleteFile posDeletes = FileHelpers.writeDeleteFile( | ||
table, Files.localOutput(temp.newFile()), Row.of(0), deletes); | ||
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table.newRowDelta() | ||
.addDeletes(eqDeletes) | ||
.addDeletes(posDeletes) | ||
.commit(); | ||
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StructLikeSet expected = rowSetWithoutIds(29, 89, 121, 122); | ||
StructLikeSet actual = rowSet(tableName, table, "*"); | ||
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Assert.assertEquals("Table should contain expected rows", expected, actual); | ||
} | ||
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@Test | ||
public void testMultipleEqualityDeleteSchemas() throws IOException { | ||
Schema dataSchema = table.schema().select("data"); | ||
Record dataDelete = GenericRecord.create(dataSchema); | ||
List<Record> dataDeletes = Lists.newArrayList( | ||
dataDelete.copy("data", "a"), // id = 29 | ||
dataDelete.copy("data", "d"), // id = 89 | ||
dataDelete.copy("data", "g") // id = 122 | ||
); | ||
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DeleteFile dataEqDeletes = FileHelpers.writeDeleteFile( | ||
table, Files.localOutput(temp.newFile()), Row.of(0), dataDeletes, dataSchema); | ||
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Schema idSchema = table.schema().select("id"); | ||
Record idDelete = GenericRecord.create(idSchema); | ||
List<Record> idDeletes = Lists.newArrayList( | ||
idDelete.copy("id", 121), // id = 121 | ||
idDelete.copy("id", 29) // id = 29 | ||
); | ||
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DeleteFile idEqDeletes = FileHelpers.writeDeleteFile( | ||
table, Files.localOutput(temp.newFile()), Row.of(0), idDeletes, idSchema); | ||
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table.newRowDelta() | ||
.addDeletes(dataEqDeletes) | ||
.addDeletes(idEqDeletes) | ||
.commit(); | ||
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StructLikeSet expected = rowSetWithoutIds(29, 89, 121, 122); | ||
StructLikeSet actual = rowSet(tableName, table, "*"); | ||
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Assert.assertEquals("Table should contain expected rows", expected, actual); | ||
} | ||
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@Test | ||
public void testEqualityDeleteByNull() throws IOException { | ||
// data is required in the test table; make it optional for this test | ||
table.updateSchema() | ||
.makeColumnOptional("data") | ||
.commit(); | ||
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// add a new data file with a record where data is null | ||
Record record = GenericRecord.create(table.schema()); | ||
DataFile dataFileWithNull = FileHelpers.writeDataFile( | ||
table, Files.localOutput(temp.newFile()), Row.of(0), | ||
Lists.newArrayList(record.copy("id", 131, "data", null))); | ||
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table.newAppend() | ||
.appendFile(dataFileWithNull) | ||
.commit(); | ||
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// delete where data is null | ||
Schema dataSchema = table.schema().select("data"); | ||
Record dataDelete = GenericRecord.create(dataSchema); | ||
List<Record> dataDeletes = Lists.newArrayList( | ||
dataDelete.copy("data", null) // id = 131 | ||
); | ||
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DeleteFile eqDeletes = FileHelpers.writeDeleteFile( | ||
table, Files.localOutput(temp.newFile()), Row.of(0), dataDeletes, dataSchema); | ||
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table.newRowDelta() | ||
.addDeletes(eqDeletes) | ||
.commit(); | ||
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StructLikeSet expected = rowSetWithoutIds(131); | ||
StructLikeSet actual = rowSet(tableName, table, "*"); | ||
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Assert.assertEquals("Table should contain expected rows", expected, actual); | ||
} | ||
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private StructLikeSet selectColumns(StructLikeSet rows, String... columns) { | ||
Schema projection = table.schema().select(columns); | ||
StructLikeSet set = StructLikeSet.create(projection.asStruct()); | ||
rows.stream() | ||
.map(row -> StructProjection.create(table.schema(), projection).wrap(row)) | ||
.forEach(set::add); | ||
return set; | ||
} | ||
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private StructLikeSet rowSetWithoutIds(int... idsToRemove) { | ||
Set<Integer> deletedIds = Sets.newHashSet(ArrayUtil.toIntList(idsToRemove)); | ||
StructLikeSet set = StructLikeSet.create(table.schema().asStruct()); | ||
records.stream() | ||
.filter(row -> !deletedIds.contains(row.getField("id"))) | ||
.forEach(set::add); | ||
return set; | ||
} | ||
} |
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