[HUDI-1884] MergeInto Support Partial Update For COW (#3154)
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/*
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* Licensed to the Apache Software Foundation (ASF) under one or more
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* contributor license agreements. See the NOTICE file distributed with
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* this work for additional information regarding copyright ownership.
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* The ASF licenses this file to You under the Apache License, Version 2.0
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* (the "License"); you may not use this file except in compliance with
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* the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.spark.sql.hudi
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class TestPartialUpdateForMergeInto extends TestHoodieSqlBase {
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test("Test Partial Update") {
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withTempDir { tmp =>
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// TODO after we support partial update for MOR, we can add test case for 'mor'.
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Seq("cow").foreach { tableType =>
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val tableName = generateTableName
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spark.sql(
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s"""
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|create table $tableName (
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| id int,
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| name string,
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| price double,
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| _ts long
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|) using hudi
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|options(
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| type ='$tableType',
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| primaryKey = 'id',
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| preCombineField = '_ts'
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|)
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|location '${tmp.getCanonicalPath}/$tableName'
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""".stripMargin)
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spark.sql(s"insert into $tableName values(1, 'a1', 10, 1000)")
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spark.sql(
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s"""
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|merge into $tableName t0
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|using ( select 1 as id, 'a1' as name, 12 as price, 1001 as ts) s0
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|on t0.id = s0.id
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|when matched then update set price = s0.price, _ts = s0.ts
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|""".stripMargin)
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checkAnswer(s"select id, name, price, _ts from $tableName")(
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Seq(1, "a1", 12.0, 1001)
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)
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val tableName2 = generateTableName
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spark.sql(
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s"""
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|create table $tableName2 (
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| id int,
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| name string,
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| price double
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|) using hudi
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|options(
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| type ='$tableType',
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| primaryKey = 'id'
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|)
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|location '${tmp.getCanonicalPath}/$tableName2'
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""".stripMargin)
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spark.sql(s"insert into $tableName2 values(1, 'a1', 10)")
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spark.sql(
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s"""
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|merge into $tableName2 t0
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|using ( select 1 as id, 'a1' as name, 12 as price) s0
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|on t0.id = s0.id
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|when matched then update set price = s0.price
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|""".stripMargin)
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checkAnswer(s"select id, name, price from $tableName2")(
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Seq(1, "a1", 12.0)
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)
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}
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}
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}
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test("Test MergeInto Exception") {
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val tableName = generateTableName
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spark.sql(
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s"""
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|create table $tableName (
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| id int,
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| name string,
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| price double,
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| _ts long
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|) using hudi
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|options(
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| type = 'cow',
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| primaryKey = 'id',
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| preCombineField = '_ts'
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|)""".stripMargin)
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checkException(
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s"""
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|merge into $tableName t0
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|using ( select 1 as id, 'a1' as name, 12 as price) s0
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|on t0.id = s0.id
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|when matched then update set price = s0.price
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""".stripMargin)(
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"Missing specify value for the preCombineField: _ts in merge-into update action. " +
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"You should add '... update set _ts = xx....' to the when-matched clause.;")
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val tableName2 = generateTableName
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spark.sql(
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s"""
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|create table $tableName2 (
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| id int,
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| name string,
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| price double,
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| _ts long
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|) using hudi
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|options(
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| type = 'mor',
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| primaryKey = 'id',
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| preCombineField = '_ts'
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|)""".stripMargin)
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checkException(
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s"""
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|merge into $tableName2 t0
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|using ( select 1 as id, 'a1' as name, 12 as price) s0
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|on t0.id = s0.id
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|when matched then update set price = s0.price
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""".stripMargin)(
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"Missing specify the value for target field: 'id' in merge into update action for MOR table. " +
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"Currently we cannot support partial update for MOR, please complete all the target fields " +
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"just like '...update set id = s0.id, name = s0.name ....';")
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}
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}
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