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Add merge mode test coverage for DML
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...-spark/src/test/scala/org/apache/spark/sql/hudi/dml/TestMergeModeCommitTimeOrdering.scala
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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.spark.sql.hudi.dml | ||
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import org.apache.spark.sql.hudi.common.HoodieSparkSqlTestBase | ||
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class TestMergeModeCommitTimeOrdering extends HoodieSparkSqlTestBase { | ||
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Seq("mor").foreach { tableType => | ||
// For COW commit time ordering does not work. | ||
// Seq("cow", "mor").foreach { tableType => | ||
test(s"Test $tableType table with COMMIT_TIME_ORDERING merge mode") { | ||
withSparkSqlSessionConfig("hoodie.merge.small.file.group.candidates.limit" -> "0", | ||
"hoodie.record.merge.mode" -> "COMMIT_TIME_ORDERING") { | ||
withRecordType()(withTempDir { tmp => | ||
val tableName = generateTableName | ||
// Create table with COMMIT_TIME_ORDERING | ||
spark.sql( | ||
s""" | ||
| create table $tableName ( | ||
| id int, | ||
| name string, | ||
| price double, | ||
| ts long | ||
| ) using hudi | ||
| tblproperties ( | ||
| type = '$tableType', | ||
| primaryKey = 'id', | ||
| preCombineField = 'ts', | ||
| hoodie.record.merge.mode = 'COMMIT_TIME_ORDERING' | ||
| ) | ||
| location '${tmp.getCanonicalPath}' | ||
""".stripMargin) | ||
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// Insert initial records with ts=100 | ||
spark.sql( | ||
s""" | ||
| insert into $tableName | ||
| select 1 as id, 'A' as name, 10.0 as price, 100 as ts | ||
| union all | ||
| select 2, 'B', 20.0, 100 | ||
""".stripMargin) | ||
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// Verify inserting records with the same ts value are visible (COMMIT_TIME_ORDERING) | ||
spark.sql( | ||
s""" | ||
| insert into $tableName | ||
| select 1 as id, 'A_equal' as name, 60.0 as price, 100 as ts | ||
| union all | ||
| select 2, 'B_equal', 70.0, 100 | ||
""".stripMargin) | ||
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checkAnswer(s"select id, name, price, ts from $tableName order by id")( | ||
Seq(1, "A_equal", 60.0, 100), | ||
Seq(2, "B_equal", 70.0, 100) | ||
) | ||
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// Verify updating records with the same ts value are visible (COMMIT_TIME_ORDERING) | ||
spark.sql( | ||
s""" | ||
| update $tableName | ||
| set price = 50.0, ts = 100 | ||
| where id = 1 | ||
""".stripMargin) | ||
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checkAnswer(s"select id, name, price, ts from $tableName order by id")( | ||
Seq(1, "A_equal", 50.0, 100), | ||
Seq(2, "B_equal", 70.0, 100) | ||
) | ||
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// Verify inserting records with a lower ts value are visible (COMMIT_TIME_ORDERING) | ||
spark.sql( | ||
s""" | ||
| insert into $tableName | ||
| select 1 as id, 'A' as name, 30.0 as price, 99 as ts | ||
| union all | ||
| select 2, 'B', 40.0, 99 | ||
""".stripMargin) | ||
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checkAnswer(s"select id, name, price, ts from $tableName order by id")( | ||
Seq(1, "A", 30.0, 99), | ||
Seq(2, "B", 40.0, 99) | ||
) | ||
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// Verify updating records with a lower ts value are visible (COMMIT_TIME_ORDERING) | ||
spark.sql( | ||
s""" | ||
| update $tableName | ||
| set price = 50.0, ts = 98 | ||
| where id = 1 | ||
""".stripMargin) | ||
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checkAnswer(s"select id, name, price, ts from $tableName order by id")( | ||
Seq(1, "A", 50.0, 98), | ||
Seq(2, "B", 40.0, 99) | ||
) | ||
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// Verify inserting records with a higher ts value are visible (COMMIT_TIME_ORDERING) | ||
spark.sql( | ||
s""" | ||
| insert into $tableName | ||
| select 1 as id, 'A' as name, 30.0 as price, 101 as ts | ||
| union all | ||
| select 2, 'B', 40.0, 101 | ||
""".stripMargin) | ||
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// Verify records with ts=101 are visible | ||
checkAnswer(s"select id, name, price, ts from $tableName order by id")( | ||
Seq(1, "A", 30.0, 101), | ||
Seq(2, "B", 40.0, 101) | ||
) | ||
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// Verify updating records with a higher ts value are visible (COMMIT_TIME_ORDERING) | ||
spark.sql( | ||
s""" | ||
| update $tableName | ||
| set price = 50.0, ts = 102 | ||
| where id = 1 | ||
""".stripMargin) | ||
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// Verify final state after all operations | ||
checkAnswer(s"select id, name, price, ts from $tableName order by id")( | ||
Seq(1, "A", 50.0, 102), | ||
Seq(2, "B", 40.0, 101) | ||
) | ||
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// Delete record | ||
spark.sql(s"delete from $tableName where id = 1") | ||
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// Verify deletion | ||
checkAnswer(s"select id, name, price, ts from $tableName order by id")( | ||
Seq(2, "B", 40.0, 101) | ||
) | ||
}) | ||
} | ||
} | ||
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test(s"Test merge operations with COMMIT_TIME_ORDERING for $tableType table") { | ||
withSparkSqlSessionConfig("hoodie.merge.small.file.group.candidates.limit" -> "0") { | ||
withRecordType()(withTempDir { tmp => | ||
val tableName = generateTableName | ||
// Create table with COMMIT_TIME_ORDERING | ||
spark.sql( | ||
s""" | ||
| create table $tableName ( | ||
| id int, | ||
| name string, | ||
| price double, | ||
| ts long | ||
| ) using hudi | ||
| tblproperties ( | ||
| type = '$tableType', | ||
| primaryKey = 'id', | ||
| preCombineField = 'ts', | ||
| hoodie.record.merge.mode = 'COMMIT_TIME_ORDERING' | ||
| ) | ||
| location '${tmp.getCanonicalPath}' | ||
""".stripMargin) | ||
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// Insert initial records | ||
spark.sql( | ||
s""" | ||
| insert into $tableName | ||
| select 1 as id, 'A' as name, 10.0 as price, 100 as ts union all | ||
| select 2, 'B', 20.0, 100 union all | ||
| select 3, 'C', 30.0, 100 union all | ||
| select 4, 'D', 40.0, 100 union all | ||
| select 5, 'E', 50.0, 100 union all | ||
| select 6, 'F', 60.0, 100 | ||
""".stripMargin) | ||
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// Merge operation - delete | ||
spark.sql( | ||
s""" | ||
| merge into $tableName t | ||
| using ( | ||
| select 1 as id, 'B2' as name, 25.0 as price, 101 as ts | ||
| ) s | ||
| on t.id = s.id | ||
| when matched then delete | ||
""".stripMargin) | ||
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// Merge operation - update with mixed ts values | ||
spark.sql( | ||
s""" | ||
| merge into $tableName t | ||
| using ( | ||
| select 4 as id, 'D2' as name, 45.0 as price, 101 as ts union all | ||
| select 5, 'E2', 55.0, 99 as ts union all | ||
| select 6, 'F2', 65.0, 100 as ts | ||
| ) s | ||
| on t.id = s.id | ||
| when matched then update set * | ||
""".stripMargin) | ||
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// Verify state after merges | ||
checkAnswer(s"select id, name, price, ts from $tableName order by id")( | ||
Seq(2, "B", 20.0, 100), | ||
Seq(3, "C", 30.0, 100), | ||
Seq(4, "D2", 45.0, 101), | ||
Seq(5, "E2", 55.0, 99), | ||
Seq(6, "F2", 65.0, 100) | ||
) | ||
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// Insert new records through merge | ||
spark.sql( | ||
s""" | ||
| merge into $tableName t | ||
| using ( | ||
| select 7 as id, 'D2' as name, 45.0 as price, 100 as ts union all | ||
| select 8, 'E2', 55.0, 100 as ts | ||
| ) s | ||
| on t.id = s.id | ||
| when not matched then insert * | ||
""".stripMargin) | ||
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// Verify final state | ||
checkAnswer(s"select id, name, price, ts from $tableName order by id")( | ||
Seq(2, "B", 20.0, 100), | ||
Seq(3, "C", 30.0, 100), | ||
Seq(4, "D2", 45.0, 101), | ||
Seq(5, "E2", 55.0, 99), | ||
Seq(6, "F2", 65.0, 100), | ||
Seq(7, "D2", 45.0, 100), | ||
Seq(8, "E2", 55.0, 100) | ||
) | ||
}) | ||
} | ||
} | ||
} | ||
} |
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