aokolnychyi commented on code in PR #6012: URL: https://github.com/apache/iceberg/pull/6012#discussion_r1124911280
########## spark/v3.3/spark-extensions/src/test/java/org/apache/iceberg/spark/extensions/TestCreateChangelogViewProcedure.java: ########## @@ -0,0 +1,457 @@ +/* + * 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. + */ +package org.apache.iceberg.spark.extensions; + +import java.util.List; +import java.util.Map; +import org.apache.iceberg.ChangelogOperation; +import org.apache.iceberg.Snapshot; +import org.apache.iceberg.Table; +import org.apache.iceberg.relocated.com.google.common.collect.ImmutableList; +import org.apache.iceberg.spark.SparkReadOptions; +import org.junit.After; +import org.junit.Assert; +import org.junit.Before; +import org.junit.Test; + +public class TestCreateChangelogViewProcedure extends SparkExtensionsTestBase { + private static final String DELETE = ChangelogOperation.DELETE.name(); + private static final String INSERT = ChangelogOperation.INSERT.name(); + private static final String UPDATE_BEFORE = ChangelogOperation.UPDATE_BEFORE.name(); + private static final String UPDATE_AFTER = ChangelogOperation.UPDATE_AFTER.name(); + + public TestCreateChangelogViewProcedure( + String catalogName, String implementation, Map<String, String> config) { + super(catalogName, implementation, config); + } + + @Test + public void testCustomizedViewName() { + sql("INSERT INTO %s VALUES (1, 'a')", tableName); + sql("INSERT INTO %s VALUES (2, 'b')", tableName); + + Table table = validationCatalog.loadTable(tableIdent); + + Snapshot snap1 = table.currentSnapshot(); + + sql("INSERT OVERWRITE %s VALUES (-2, 'b')", tableName); + + table.refresh(); + + Snapshot snap2 = table.currentSnapshot(); + + sql( + "CALL %s.system.create_changelog_view(" + + "table => '%s'," + + "options => map('%s','%s','%s','%s')," + + "changelog_view => '%s')", + catalogName, + tableName, + SparkReadOptions.START_SNAPSHOT_ID, + snap1.snapshotId(), + SparkReadOptions.END_SNAPSHOT_ID, + snap2.snapshotId(), + "cdc_view"); + + long rowCount = sql("select * from %s", "cdc_view").stream().count(); + Assert.assertEquals(2, rowCount); + } + + @Test + public void testNoSnapshotIdInput() { + sql("INSERT INTO %s VALUES (1, 'a')", tableName); + Table table = validationCatalog.loadTable(tableIdent); + Snapshot snap0 = table.currentSnapshot(); + + sql("INSERT INTO %s VALUES (2, 'b')", tableName); + table.refresh(); + Snapshot snap1 = table.currentSnapshot(); + + sql("INSERT OVERWRITE %s VALUES (-2, 'b')", tableName); + table.refresh(); + Snapshot snap2 = table.currentSnapshot(); + + List<Object[]> returns = + sql( + "CALL %s.system.create_changelog_view(" + "table => '%s')", + catalogName, tableName, "cdc_view"); + + String viewName = (String) returns.get(0)[0]; + assertEquals( + "Rows should match", + ImmutableList.of( + row(1, "a", INSERT, 0, snap0.snapshotId()), + row(2, "b", INSERT, 1, snap1.snapshotId()), + row(-2, "b", INSERT, 2, snap2.snapshotId()), + row(2, "b", DELETE, 2, snap2.snapshotId())), + sql("select * from %s order by _change_ordinal, id", viewName)); + } + + @Test + public void testTimestampsBasedQuery() { + long beginning = System.currentTimeMillis(); + + sql("INSERT INTO %s VALUES (1, 'a')", tableName); + Table table = validationCatalog.loadTable(tableIdent); + Snapshot snap0 = table.currentSnapshot(); + long afterFirstInsert = waitUntilAfter(snap0.timestampMillis()); + + sql("INSERT INTO %s VALUES (2, 'b')", tableName); + table.refresh(); + Snapshot snap1 = table.currentSnapshot(); + + sql("INSERT OVERWRITE %s VALUES (-2, 'b')", tableName); + table.refresh(); + Snapshot snap2 = table.currentSnapshot(); + + long afterInsertOverwrite = waitUntilAfter(snap2.timestampMillis()); + List<Object[]> returns = + sql( + "CALL %s.system.create_changelog_view(table => '%s', " + + "options => map('%s', '%s','%s', '%s'))", + catalogName, + tableName, + SparkReadOptions.START_TIMESTAMP, + beginning, + SparkReadOptions.END_TIMESTAMP, + afterInsertOverwrite); + + assertEquals( + "Rows should match", + ImmutableList.of( + row(1, "a", INSERT, 0, snap0.snapshotId()), + row(2, "b", INSERT, 1, snap1.snapshotId()), + row(-2, "b", INSERT, 2, snap2.snapshotId()), + row(2, "b", DELETE, 2, snap2.snapshotId())), + sql("select * from %s order by _change_ordinal, id", returns.get(0)[0])); + + // query the timestamps starting from the second insert + returns = + sql( + "CALL %s.system.create_changelog_view(table => '%s', " + + "options => map('%s', '%s', '%s', '%s'))", + catalogName, + tableName, + SparkReadOptions.START_TIMESTAMP, + afterFirstInsert, + SparkReadOptions.END_TIMESTAMP, + afterInsertOverwrite); + + assertEquals( + "Rows should match", + ImmutableList.of( + row(2, "b", INSERT, 0, snap1.snapshotId()), + row(-2, "b", INSERT, 1, snap2.snapshotId()), + row(2, "b", DELETE, 1, snap2.snapshotId())), + sql("select * from %s order by _change_ordinal, id", returns.get(0)[0])); + } + + @Test + public void testWithCarryovers() { + sql("INSERT INTO %s VALUES (1, 'a')", tableName); + Table table = validationCatalog.loadTable(tableIdent); + Snapshot snap0 = table.currentSnapshot(); + + sql("INSERT INTO %s VALUES (2, 'b')", tableName); + table.refresh(); + Snapshot snap1 = table.currentSnapshot(); + + sql("INSERT OVERWRITE %s VALUES (-2, 'b'), (2, 'b'), (2, 'b')", tableName); + table.refresh(); + Snapshot snap2 = table.currentSnapshot(); + + List<Object[]> returns = + sql( + "CALL %s.system.create_changelog_view(" + + "remove_carryovers => false," + + "table => '%s')", + catalogName, tableName, "cdc_view"); + + String viewName = (String) returns.get(0)[0]; + assertEquals( + "Rows should match", + ImmutableList.of( + row(1, "a", INSERT, 0, snap0.snapshotId()), + row(2, "b", INSERT, 1, snap1.snapshotId()), + row(-2, "b", INSERT, 2, snap2.snapshotId()), + row(2, "b", DELETE, 2, snap2.snapshotId()), + row(2, "b", INSERT, 2, snap2.snapshotId()), + row(2, "b", INSERT, 2, snap2.snapshotId())), + sql("select * from %s order by _change_ordinal, id, _change_type", viewName)); + } + + @Test + public void testUpdate() { + sql("ALTER TABLE %s DROP PARTITION FIELD data", tableName); + sql("ALTER TABLE %s ADD PARTITION FIELD id", tableName); + + sql("INSERT INTO %s VALUES (1, 'a'), (2, 'b')", tableName); + Table table = validationCatalog.loadTable(tableIdent); + Snapshot snap1 = table.currentSnapshot(); + + sql("INSERT OVERWRITE %s VALUES (3, 'c'), (2, 'd')", tableName); + table.refresh(); + Snapshot snap2 = table.currentSnapshot(); + + List<Object[]> returns = + sql( + "CALL %s.system.create_changelog_view(table => '%s', identifier_columns => array('id'))", + catalogName, tableName); + + String viewName = (String) returns.get(0)[0]; + assertEquals( + "Rows should match", + ImmutableList.of( + row(1, "a", INSERT, 0, snap1.snapshotId()), + row(2, "b", INSERT, 0, snap1.snapshotId()), + row(2, "b", UPDATE_BEFORE, 1, snap2.snapshotId()), + row(2, "d", UPDATE_AFTER, 1, snap2.snapshotId()), + row(3, "c", INSERT, 1, snap2.snapshotId())), + sql("select * from %s order by _change_ordinal, id, data", viewName)); + } + + @Test + public void testUpdateWithIdentifierField() { + removeTables(); + createTableWithIdentifierField(); + + sql("INSERT INTO %s VALUES (2, 'b')", tableName); + Table table = validationCatalog.loadTable(tableIdent); + Snapshot snap1 = table.currentSnapshot(); + + sql("INSERT OVERWRITE %s VALUES (3, 'c'), (2, 'd')", tableName); + table.refresh(); + Snapshot snap2 = table.currentSnapshot(); + + List<Object[]> returns = + sql( + "CALL %s.system.create_changelog_view(table => '%s', compute_updates => true)", + catalogName, tableName); + + String viewName = (String) returns.get(0)[0]; + assertEquals( + "Rows should match", + ImmutableList.of( + row(2, "b", INSERT, 0, snap1.snapshotId()), + row(2, "b", UPDATE_BEFORE, 1, snap2.snapshotId()), + row(2, "d", UPDATE_AFTER, 1, snap2.snapshotId()), + row(3, "c", INSERT, 1, snap2.snapshotId())), + sql("select * from %s order by _change_ordinal, id, data", viewName)); + } + + @Test + public void testUpdateWithFilter() { + sql("ALTER TABLE %s DROP PARTITION FIELD data", tableName); + sql("ALTER TABLE %s ADD PARTITION FIELD id", tableName); + + sql("INSERT INTO %s VALUES (1, 'a'), (2, 'b')", tableName); + Table table = validationCatalog.loadTable(tableIdent); + Snapshot snap1 = table.currentSnapshot(); + + sql("INSERT OVERWRITE %s VALUES (3, 'c'), (2, 'd')", tableName); + table.refresh(); + Snapshot snap2 = table.currentSnapshot(); + + List<Object[]> returns = + sql( + "CALL %s.system.create_changelog_view(table => '%s', identifier_columns => array('id'))", + catalogName, tableName); + + String viewName = (String) returns.get(0)[0]; + assertEquals( + "Rows should match", + ImmutableList.of( + row(1, "a", INSERT, 0, snap1.snapshotId()), + row(2, "b", INSERT, 0, snap1.snapshotId()), + row(2, "b", UPDATE_BEFORE, 1, snap2.snapshotId()), + row(2, "d", UPDATE_AFTER, 1, snap2.snapshotId())), + // the predicate on partition columns will filter out the insert of (3, 'c') at the planning + // phase + sql("select * from %s where id != 3 order by _change_ordinal, id, data", viewName)); + } + + @Test + public void testUpdateWithMultipleIdentifierColumns() { + removeTables(); + createTableWith3Columns(); + + sql("INSERT INTO %s VALUES (1, 'a', 12), (2, 'b', 11)", tableName); + Table table = validationCatalog.loadTable(tableIdent); + Snapshot snap1 = table.currentSnapshot(); + + sql("INSERT OVERWRITE %s VALUES (3, 'c', 13), (2, 'd', 11), (2, 'e', 12)", tableName); + table.refresh(); + Snapshot snap2 = table.currentSnapshot(); + + List<Object[]> returns = + sql( + "CALL %s.system.create_changelog_view(" + + "identifier_columns => array('id','age')," + + "table => '%s')", + catalogName, tableName); + + String viewName = (String) returns.get(0)[0]; + assertEquals( + "Rows should match", + ImmutableList.of( + row(1, "a", 12, INSERT, 0, snap1.snapshotId()), + row(2, "b", 11, INSERT, 0, snap1.snapshotId()), + row(2, "b", 11, UPDATE_BEFORE, 1, snap2.snapshotId()), + row(2, "d", 11, UPDATE_AFTER, 1, snap2.snapshotId()), + row(2, "e", 12, INSERT, 1, snap2.snapshotId()), + row(3, "c", 13, INSERT, 1, snap2.snapshotId())), + sql("select * from %s order by _change_ordinal, id, data", viewName)); + } + + @Test + public void testRemoveCarryOvers() { + removeTables(); + createTableWith3Columns(); + + sql("INSERT INTO %s VALUES (1, 'a', 12), (2, 'b', 11), (2, 'e', 12)", tableName); + Table table = validationCatalog.loadTable(tableIdent); + Snapshot snap1 = table.currentSnapshot(); + + // carry-over row (2, 'e', 12) + sql("INSERT OVERWRITE %s VALUES (3, 'c', 13), (2, 'd', 11), (2, 'e', 12)", tableName); + table.refresh(); + Snapshot snap2 = table.currentSnapshot(); + + List<Object[]> returns = + sql( + "CALL %s.system.create_changelog_view(" + + "identifier_columns => array('id','age'), " + + "table => '%s')", + catalogName, tableName); + + String viewName = (String) returns.get(0)[0]; + // the carry-over rows (2, 'e', 12, 'DELETE', 1), (2, 'e', 12, 'INSERT', 1) are removed + assertEquals( + "Rows should match", + ImmutableList.of( + row(1, "a", 12, INSERT, 0, snap1.snapshotId()), + row(2, "b", 11, INSERT, 0, snap1.snapshotId()), + row(2, "e", 12, INSERT, 0, snap1.snapshotId()), + row(2, "b", 11, UPDATE_BEFORE, 1, snap2.snapshotId()), + row(2, "d", 11, UPDATE_AFTER, 1, snap2.snapshotId()), + row(3, "c", 13, INSERT, 1, snap2.snapshotId())), + sql("select * from %s order by _change_ordinal, id, data", viewName)); + } + + @Test + public void testRemoveCarryOversWithoutUpdatedRows() { + removeTables(); + createTableWith3Columns(); + + sql("INSERT INTO %s VALUES (1, 'a', 12), (2, 'b', 11), (2, 'e', 12)", tableName); + Table table = validationCatalog.loadTable(tableIdent); + Snapshot snap1 = table.currentSnapshot(); + + // carry-over row (2, 'e', 12) + sql("INSERT OVERWRITE %s VALUES (3, 'c', 13), (2, 'd', 11), (2, 'e', 12)", tableName); + table.refresh(); + Snapshot snap2 = table.currentSnapshot(); + + List<Object[]> returns = + sql( + "CALL %s.system.create_changelog_view(" + + "compute_updates => false," + + "table => '%s')", + catalogName, tableName); + + String viewName = (String) returns.get(0)[0]; + + // the carry-over rows (2, 'e', 12, 'DELETE', 1), (2, 'e', 12, 'INSERT', 1) are removed, even + // though update-row is not computed + assertEquals( + "Rows should match", + ImmutableList.of( + row(1, "a", 12, INSERT, 0, snap1.snapshotId()), + row(2, "b", 11, INSERT, 0, snap1.snapshotId()), + row(2, "e", 12, INSERT, 0, snap1.snapshotId()), + row(2, "b", 11, DELETE, 1, snap2.snapshotId()), + row(2, "d", 11, INSERT, 1, snap2.snapshotId()), + row(3, "c", 13, INSERT, 1, snap2.snapshotId())), + sql("select * from %s order by _change_ordinal, id, data", viewName)); + } + + @Test + public void testNotRemoveCarryOvers() { + removeTables(); + createTableWith3Columns(); + + sql("INSERT INTO %s VALUES (1, 'a', 12), (2, 'b', 11), (2, 'e', 12)", tableName); + Table table = validationCatalog.loadTable(tableIdent); + Snapshot snap1 = table.currentSnapshot(); + + // carry-over row (2, 'e', 12) + sql("INSERT OVERWRITE %s VALUES (3, 'c', 13), (2, 'd', 11), (2, 'e', 12)", tableName); + table.refresh(); + Snapshot snap2 = table.currentSnapshot(); + + List<Object[]> returns = + sql( + "CALL %s.system.create_changelog_view(" + + "compute_updates => false," + + "remove_carryovers => false," + + "table => '%s')", + catalogName, tableName); + + String viewName = (String) returns.get(0)[0]; + + // the carry-over rows (2, 'e', 12, 'DELETE', 1), (2, 'e', 12, 'INSERT', 1) are removed, even Review Comment: But this test calls `remove_carryovers = false` and the carryovers are not removed as far as I see in the check below? -- This is an automated message from the Apache Git Service. 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