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| 1 | +/* |
| 2 | + * Licensed to the Apache Software Foundation (ASF) under one |
| 3 | + * or more contributor license agreements. See the NOTICE file |
| 4 | + * distributed with this work for additional information |
| 5 | + * regarding copyright ownership. The ASF licenses this file |
| 6 | + * to you under the Apache License, Version 2.0 (the |
| 7 | + * "License"); you may not use this file except in compliance |
| 8 | + * with the License. You may obtain a copy of the License at |
| 9 | + * |
| 10 | + * http://www.apache.org/licenses/LICENSE-2.0 |
| 11 | + * |
| 12 | + * Unless required by applicable law or agreed to in writing, software |
| 13 | + * distributed under the License is distributed on an "AS IS" BASIS, |
| 14 | + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 15 | + * See the License for the specific language governing permissions and |
| 16 | + * limitations under the License. |
| 17 | + */ |
| 18 | + |
| 19 | +package org.apache.flink.table.planner.plan.rules.physical.stream; |
| 20 | + |
| 21 | +import org.apache.flink.table.planner.calcite.FlinkRexBuilder; |
| 22 | +import org.apache.flink.table.planner.plan.nodes.physical.stream.StreamPhysicalCalc; |
| 23 | +import org.apache.flink.table.planner.plan.nodes.physical.stream.StreamPhysicalChangelogNormalize; |
| 24 | +import org.apache.flink.table.planner.plan.optimize.program.FlinkOptimizeProgram; |
| 25 | +import org.apache.flink.table.planner.plan.optimize.program.StreamOptimizeContext; |
| 26 | +import org.apache.flink.table.planner.plan.utils.FlinkRexUtil; |
| 27 | + |
| 28 | +import org.apache.calcite.rel.RelNode; |
| 29 | +import org.apache.calcite.rel.core.TableScan; |
| 30 | +import org.apache.calcite.rex.RexNode; |
| 31 | + |
| 32 | +import java.util.ArrayList; |
| 33 | +import java.util.Comparator; |
| 34 | +import java.util.HashMap; |
| 35 | +import java.util.HashSet; |
| 36 | +import java.util.List; |
| 37 | +import java.util.Map; |
| 38 | +import java.util.Set; |
| 39 | + |
| 40 | +/** |
| 41 | + * A {@link FlinkOptimizeProgram} that marks ChangelogNormalize nodes using the same source and |
| 42 | + * determines common filters if any. This program is a preparation step for {@link |
| 43 | + * PushCalcPastChangelogNormalizeRule}. |
| 44 | + * |
| 45 | + * <p>There might be several scenarios: |
| 46 | + * |
| 47 | + * <p>1. Same conditions for ChangelogNormalize nodes example of the query |
| 48 | + * |
| 49 | + * <pre> |
| 50 | + * {@code SELECT * FROM T WHERE f1 < 0 |
| 51 | + * UNION ALL |
| 52 | + * SELECT * FROM T WHERE f1 < 0} |
| 53 | + * </pre> |
| 54 | + * |
| 55 | + * <p>The plan before {@link PushCalcPastChangelogNormalizeRule} |
| 56 | + * |
| 57 | + * <pre> |
| 58 | + * {@code Union(all=[true], union=[f0, f1]) |
| 59 | + * :- Calc(select=[f0, f1], where=[(f1 < 0)])(reuse_id=[1]) |
| 60 | + * : +- ChangelogNormalize(key=[f1]) |
| 61 | + * : +- Exchange(distribution=[hash[f1]]) |
| 62 | + * : +- TableSourceScan(table=[[default_catalog, default_database, T]], fields=[f0, f1]) |
| 63 | + * +- Reused(reference_id=[1])} |
| 64 | + * </pre> |
| 65 | + * |
| 66 | + * <p>Since the filter condition is same for both, it will be pushed down. ChangelogNormalize node |
| 67 | + * will be reused. |
| 68 | + * |
| 69 | + * <pre> |
| 70 | + * {@code Union(all=[true], union=[f0, f1]) |
| 71 | + * :- ChangelogNormalize(key=[f1])(reuse_id=[1]) |
| 72 | + * : +- Exchange(distribution=[hash[f1]]) |
| 73 | + * : +- Calc(select=[f0, f1], where=[(f1 < 0)]) |
| 74 | + * : +- TableSourceScan(table=[[default_catalog, default_database, T]], fields=[f0, f1]) |
| 75 | + * +- Reused(reference_id=[1])} |
| 76 | + * </pre> |
| 77 | + * |
| 78 | + * <p>2. Conditions are different |
| 79 | + * |
| 80 | + * <pre> |
| 81 | + * {@code SELECT * FROM T WHERE f1 < 0 |
| 82 | + * UNION ALL |
| 83 | + * SELECT * FROM T WHERE f1 < 10} |
| 84 | + * </pre> |
| 85 | + * |
| 86 | + * <p>The plans before and after are the same {@link PushCalcPastChangelogNormalizeRule}. Conditions |
| 87 | + * are different, thus, to keep reusing ChangelogNormalize they will not be pushed down. |
| 88 | + * |
| 89 | + * <pre> |
| 90 | + * {@code Union(all=[true], union=[f0, f1]) |
| 91 | + * :- Calc(select=[f0, f1], where=[(f1 < 0)]) |
| 92 | + * : +- ChangelogNormalize(key=[f1])(reuse_id=[1]) |
| 93 | + * : +- Exchange(distribution=[hash[f1]]) |
| 94 | + * : +- TableSourceScan(table=[[default_catalog, default_database, T]], fields=[f0, f1]) |
| 95 | + * +- Calc(select=[f0, f1], where=[(f1 < 10)]) |
| 96 | + * +- Reused(reference_id=[1])} |
| 97 | + * </pre> |
| 98 | + * |
| 99 | + * <p>3. Conditions are partially overlapping |
| 100 | + * |
| 101 | + * <pre>{@code SELECT * FROM T WHERE f1 < 10 AND f1 > 0 |
| 102 | + * UNION ALL |
| 103 | + * SELECT * FROM T WHERE f1 > 0 AND f1 < 20}</pre> |
| 104 | + * |
| 105 | + * <p>In the plan before {@link PushCalcPastChangelogNormalizeRule} the conditions above |
| 106 | + * ChangelogNormalize. |
| 107 | + * |
| 108 | + * <pre> |
| 109 | + * {@code Union(all=[true], union=[f0, f1]) |
| 110 | + * :- Calc(select=[f0, f1], where=[SEARCH(f1, Sarg[(0..10)])]) |
| 111 | + * : +- ChangelogNormalize(key=[f1])(reuse_id=[1]) |
| 112 | + * : +- Exchange(distribution=[hash[f1]]) |
| 113 | + * : +- TableSourceScan(table=[[default_catalog, default_database, T]], fields=[f0, f1]) |
| 114 | + * +- Calc(select=[f0, f1], where=[SEARCH(f1, Sarg[(0..20)])]) |
| 115 | + * +- Reused(reference_id=[1])} |
| 116 | + * </pre> |
| 117 | + * |
| 118 | + * <p>After applying {@link PushCalcPastChangelogNormalizeRule} the condition should be splitted |
| 119 | + * into common and not common parts. Common part should be pushed down as below. |
| 120 | + * |
| 121 | + * <pre>{@code Union(all=[true], union=[f0, f1]) |
| 122 | + * :- Calc(select=[f0, f1], where=[(f1 < 10)]) |
| 123 | + * : +- ChangelogNormalize(key=[f1])(reuse_id=[1]) |
| 124 | + * : +- Exchange(distribution=[hash[f1]]) |
| 125 | + * : +- Calc(select=[f0, f1], where=[(f1 > 0)]) |
| 126 | + * : +- TableSourceScan(table=[[default_catalog, default_database, T]], fields=[f0, f1]) |
| 127 | + * +- Calc(select=[f0, f1], where=[(f1 < 20)]) |
| 128 | + * +- Reused(reference_id=[1])}</pre> |
| 129 | + */ |
| 130 | +public class FlinkMarkChangelogNormalizeProgram |
| 131 | + implements FlinkOptimizeProgram<StreamOptimizeContext> { |
| 132 | + @Override |
| 133 | + public RelNode optimize(RelNode root, StreamOptimizeContext context) { |
| 134 | + final Map<TableScan, List<ChangelogNormalizeContext>> tableScansToChangelogNormalize = |
| 135 | + new HashMap<>(); |
| 136 | + final FlinkRexBuilder rexBuilder = |
| 137 | + new FlinkRexBuilder(context.getFlinkRelBuilder().getTypeFactory()); |
| 138 | + for (RelNode relNode : root.getInputs()) { |
| 139 | + gatherTableScanToChangelogNormalizeMap( |
| 140 | + relNode, tableScansToChangelogNormalize, rexBuilder); |
| 141 | + } |
| 142 | + |
| 143 | + for (Map.Entry<TableScan, List<ChangelogNormalizeContext>> entry : |
| 144 | + tableScansToChangelogNormalize.entrySet()) { |
| 145 | + final List<ChangelogNormalizeContext> changelogNormalizeContexts = entry.getValue(); |
| 146 | + if (changelogNormalizeContexts.size() <= 1) { |
| 147 | + // we are interested only in cases with at least 2 changelog normalize nodes having |
| 148 | + // the same source |
| 149 | + continue; |
| 150 | + } |
| 151 | + |
| 152 | + final Set<RexNode> common = calculateCommonCondition(changelogNormalizeContexts); |
| 153 | + for (ChangelogNormalizeContext ctx : changelogNormalizeContexts) { |
| 154 | + ctx.getChangelogNormalize().markSourceReuse(); |
| 155 | + if (!common.isEmpty()) { |
| 156 | + ctx.getChangelogNormalize().setCommonFilter(common.toArray(new RexNode[0])); |
| 157 | + } |
| 158 | + } |
| 159 | + } |
| 160 | + return root; |
| 161 | + } |
| 162 | + |
| 163 | + private Set<RexNode> calculateCommonCondition( |
| 164 | + List<ChangelogNormalizeContext> changelogNormalizeContexts) { |
| 165 | + changelogNormalizeContexts.sort(Comparator.comparingInt(o -> o.getConditions().size())); |
| 166 | + final Set<RexNode> common = |
| 167 | + new HashSet<>(changelogNormalizeContexts.get(0).getConditions()); |
| 168 | + |
| 169 | + for (int i = 1; i < changelogNormalizeContexts.size() && !common.isEmpty(); i++) { |
| 170 | + common.retainAll(changelogNormalizeContexts.get(i).getConditions()); |
| 171 | + } |
| 172 | + return common; |
| 173 | + } |
| 174 | + |
| 175 | + private void gatherTableScanToChangelogNormalizeMap( |
| 176 | + RelNode curRelNode, |
| 177 | + Map<TableScan, List<ChangelogNormalizeContext>> map, |
| 178 | + FlinkRexBuilder rexBuilder) { |
| 179 | + for (RelNode input : curRelNode.getInputs()) { |
| 180 | + if (input instanceof StreamPhysicalChangelogNormalize) { |
| 181 | + StreamPhysicalChangelogNormalize changelogNormalize = |
| 182 | + (StreamPhysicalChangelogNormalize) input; |
| 183 | + if (curRelNode instanceof StreamPhysicalCalc) { |
| 184 | + StreamPhysicalCalc calc = (StreamPhysicalCalc) curRelNode; |
| 185 | + final List<RexNode> conditions = |
| 186 | + FlinkRexUtil.extractConjunctiveConditions( |
| 187 | + rexBuilder, calc.getProgram()); |
| 188 | + gatherTableScanToChangelogNormalizeMap( |
| 189 | + input, |
| 190 | + ChangelogNormalizeContext.of(changelogNormalize, conditions), |
| 191 | + map); |
| 192 | + } |
| 193 | + } else { |
| 194 | + gatherTableScanToChangelogNormalizeMap(input, map, rexBuilder); |
| 195 | + } |
| 196 | + } |
| 197 | + } |
| 198 | + |
| 199 | + private void gatherTableScanToChangelogNormalizeMap( |
| 200 | + RelNode cur, |
| 201 | + ChangelogNormalizeContext context, |
| 202 | + Map<TableScan, List<ChangelogNormalizeContext>> currentMap) { |
| 203 | + if (cur instanceof TableScan) { |
| 204 | + currentMap.computeIfAbsent((TableScan) cur, (k) -> new ArrayList<>()).add(context); |
| 205 | + } else { |
| 206 | + for (RelNode relNode : cur.getInputs()) { |
| 207 | + gatherTableScanToChangelogNormalizeMap(relNode, context, currentMap); |
| 208 | + } |
| 209 | + } |
| 210 | + } |
| 211 | + |
| 212 | + private static class ChangelogNormalizeContext { |
| 213 | + private final StreamPhysicalChangelogNormalize changelogNormalize; |
| 214 | + private final List<RexNode> conditions; |
| 215 | + |
| 216 | + public ChangelogNormalizeContext( |
| 217 | + StreamPhysicalChangelogNormalize changelogNormalize, List<RexNode> conditions) { |
| 218 | + this.changelogNormalize = changelogNormalize; |
| 219 | + this.conditions = conditions; |
| 220 | + } |
| 221 | + |
| 222 | + public static ChangelogNormalizeContext of( |
| 223 | + StreamPhysicalChangelogNormalize changelogNormalize, List<RexNode> conditions) { |
| 224 | + return new ChangelogNormalizeContext(changelogNormalize, conditions); |
| 225 | + } |
| 226 | + |
| 227 | + public StreamPhysicalChangelogNormalize getChangelogNormalize() { |
| 228 | + return changelogNormalize; |
| 229 | + } |
| 230 | + |
| 231 | + public List<RexNode> getConditions() { |
| 232 | + return conditions; |
| 233 | + } |
| 234 | + } |
| 235 | +} |
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