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compress_materialize for aggregate and sort
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160 changes: 160 additions & 0 deletions
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fe/fe-core/src/main/java/org/apache/doris/nereids/rules/analysis/CompressedMaterialize.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.doris.nereids.rules.analysis; | ||
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import org.apache.doris.nereids.properties.OrderKey; | ||
import org.apache.doris.nereids.rules.Rule; | ||
import org.apache.doris.nereids.rules.RuleType; | ||
import org.apache.doris.nereids.trees.expressions.Alias; | ||
import org.apache.doris.nereids.trees.expressions.Expression; | ||
import org.apache.doris.nereids.trees.expressions.NamedExpression; | ||
import org.apache.doris.nereids.trees.expressions.SlotReference; | ||
import org.apache.doris.nereids.trees.expressions.functions.scalar.DecodeAsVarchar; | ||
import org.apache.doris.nereids.trees.expressions.functions.scalar.EncodeAsBigInt; | ||
import org.apache.doris.nereids.trees.expressions.functions.scalar.EncodeAsInt; | ||
import org.apache.doris.nereids.trees.expressions.functions.scalar.EncodeAsLargeInt; | ||
import org.apache.doris.nereids.trees.expressions.functions.scalar.EncodeAsSmallInt; | ||
import org.apache.doris.nereids.trees.plans.Plan; | ||
import org.apache.doris.nereids.trees.plans.logical.LogicalAggregate; | ||
import org.apache.doris.nereids.trees.plans.logical.LogicalSort; | ||
import org.apache.doris.nereids.types.DataType; | ||
import org.apache.doris.nereids.types.coercion.CharacterType; | ||
import org.apache.doris.nereids.util.ExpressionUtils; | ||
import org.apache.doris.qe.ConnectContext; | ||
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import com.google.common.base.Preconditions; | ||
import com.google.common.collect.ImmutableList; | ||
import com.google.common.collect.Lists; | ||
import com.google.common.collect.Maps; | ||
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import java.util.HashMap; | ||
import java.util.List; | ||
import java.util.Map; | ||
import java.util.Optional; | ||
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/** | ||
* select A from T group by A | ||
* => | ||
* select any_value(A) from T group by encode_as_int(A) | ||
*/ | ||
public class CompressedMaterialize implements AnalysisRuleFactory { | ||
@Override | ||
public List<Rule> buildRules() { | ||
return ImmutableList.of( | ||
RuleType.COMPRESSED_MATERIALIZE_AGG.build( | ||
logicalAggregate().when(a -> ConnectContext.get() != null | ||
&& ConnectContext.get().getSessionVariable().enableCompressMaterialize) | ||
.then(this::compressedMaterializeAggregate)), | ||
RuleType.COMPRESSED_MATERIALIZE_SORT.build( | ||
logicalSort().when(a -> ConnectContext.get() != null | ||
&& ConnectContext.get().getSessionVariable().enableCompressMaterialize) | ||
.then(this::compressMaterializeSort) | ||
) | ||
); | ||
} | ||
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private LogicalSort<Plan> compressMaterializeSort(LogicalSort<Plan> sort) { | ||
// List<Expression> orderExpressions = sort.getOrderKeys().stream() | ||
// .map(OrderKey::getExpr).collect(Collectors.toList()); | ||
List<OrderKey> newOrderKeys = Lists.newArrayList(); | ||
boolean changed = false; | ||
for (OrderKey orderKey : sort.getOrderKeys()) { | ||
Expression expr = orderKey.getExpr(); | ||
Optional<Expression> encode = getEncodeExpression(expr); | ||
if (encode.isPresent()) { | ||
newOrderKeys.add(new OrderKey(encode.get(), | ||
orderKey.isAsc(), | ||
orderKey.isNullFirst())); | ||
changed = true; | ||
} else { | ||
newOrderKeys.add(orderKey); | ||
} | ||
} | ||
return changed ? sort.withOrderKeys(newOrderKeys) : sort; | ||
} | ||
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private Optional<Expression> getEncodeExpression(Expression expression) { | ||
DataType type = expression.getDataType(); | ||
Expression encodeExpr = null; | ||
if (type instanceof CharacterType) { | ||
CharacterType ct = (CharacterType) type; | ||
if (ct.getLen() > 0) { | ||
// skip column from variant, like 'L.var["L_SHIPMODE"] AS TEXT' | ||
if (ct.getLen() < 2) { | ||
encodeExpr = new EncodeAsSmallInt(expression); | ||
} else if (ct.getLen() < 4) { | ||
encodeExpr = new EncodeAsInt(expression); | ||
} else if (ct.getLen() < 7) { | ||
encodeExpr = new EncodeAsBigInt(expression); | ||
} else if (ct.getLen() < 15) { | ||
encodeExpr = new EncodeAsLargeInt(expression); | ||
} | ||
} | ||
} | ||
return Optional.ofNullable(encodeExpr); | ||
} | ||
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/* | ||
example: | ||
[support] select sum(v) from t group by substring(k, 1,2) | ||
[not support] select substring(k, 1,2), sum(v) from t group by substring(k, 1,2) | ||
[support] select k, sum(v) from t group by k | ||
[not support] select substring(k, 1,2), sum(v) from t group by k | ||
[support] select A as B from T group by A | ||
*/ | ||
private Map<Expression, Expression> getEncodeGroupByExpressions(LogicalAggregate<Plan> aggregate) { | ||
Map<Expression, Expression> encodeGroupbyExpressions = Maps.newHashMap(); | ||
for (Expression gb : aggregate.getGroupByExpressions()) { | ||
Optional<Expression> encodeExpr = getEncodeExpression(gb); | ||
encodeExpr.ifPresent(expression -> encodeGroupbyExpressions.put(gb, expression)); | ||
} | ||
return encodeGroupbyExpressions; | ||
} | ||
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private LogicalAggregate<Plan> compressedMaterializeAggregate(LogicalAggregate<Plan> aggregate) { | ||
Map<Expression, Expression> encodeGroupByExpressions = getEncodeGroupByExpressions(aggregate); | ||
if (!encodeGroupByExpressions.isEmpty()) { | ||
List<Expression> newGroupByExpressions = Lists.newArrayList(); | ||
for (Expression gp : aggregate.getGroupByExpressions()) { | ||
newGroupByExpressions.add(encodeGroupByExpressions.getOrDefault(gp, gp)); | ||
} | ||
List<NamedExpression> newOutputs = Lists.newArrayList(); | ||
Map<Expression, Expression> decodeMap = new HashMap<>(); | ||
for (Expression gp : encodeGroupByExpressions.keySet()) { | ||
decodeMap.put(gp, new DecodeAsVarchar(encodeGroupByExpressions.get(gp))); | ||
} | ||
for (NamedExpression out : aggregate.getOutputExpressions()) { | ||
Expression replaced = ExpressionUtils.replace(out, decodeMap); | ||
if (out != replaced) { | ||
if (out instanceof SlotReference) { | ||
newOutputs.add(new Alias(out.getExprId(), replaced, out.getName())); | ||
} else if (out instanceof Alias) { | ||
newOutputs.add(((Alias) out).withChildren(replaced.children())); | ||
} else { | ||
// should not reach here | ||
Preconditions.checkArgument(false, "output abnormal: " + aggregate); | ||
} | ||
} else { | ||
newOutputs.add(out); | ||
} | ||
} | ||
aggregate = aggregate.withGroupByAndOutput(newGroupByExpressions, newOutputs); | ||
} | ||
return aggregate; | ||
} | ||
} |
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24 changes: 24 additions & 0 deletions
24
.../java/org/apache/doris/nereids/trees/expressions/functions/scalar/EncodeStrToInteger.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.doris.nereids.trees.expressions.functions.scalar; | ||
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/** | ||
* Encode_as_XXXInt | ||
*/ | ||
public interface EncodeStrToInteger { | ||
} |
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