PredicateInferUtils.java
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package org.apache.doris.nereids.util;
import org.apache.doris.common.Pair;
import org.apache.doris.nereids.rules.rewrite.InferPredicateByReplace;
import org.apache.doris.nereids.rules.rewrite.UnequalPredicateInfer;
import org.apache.doris.nereids.trees.expressions.Cast;
import org.apache.doris.nereids.trees.expressions.ComparisonPredicate;
import org.apache.doris.nereids.trees.expressions.Expression;
import org.apache.doris.nereids.trees.expressions.SlotReference;
import org.apache.doris.nereids.trees.expressions.literal.Literal;
import org.apache.doris.nereids.types.DataType;
import org.apache.doris.nereids.types.DateTimeType;
import org.apache.doris.nereids.types.DateTimeV2Type;
import org.apache.doris.nereids.types.DateType;
import org.apache.doris.nereids.types.DateV2Type;
import org.apache.doris.nereids.types.coercion.CharacterType;
import org.apache.doris.nereids.types.coercion.DateLikeType;
import org.apache.doris.nereids.types.coercion.IntegralType;
import java.util.LinkedHashSet;
import java.util.Optional;
import java.util.Set;
/** PredicateInferUtils */
public class PredicateInferUtils {
private enum InferType {
NONE(null),
INTEGRAL(IntegralType.class),
STRING(CharacterType.class),
DATE(DateLikeType.class),
OTHER(DataType.class);
private final Class<? extends DataType> superClazz;
InferType(Class<? extends DataType> superClazz) {
this.superClazz = superClazz;
}
}
public static boolean isSlotOrLiteral(Expression expr) {
return expr instanceof SlotReference || expr instanceof Literal;
}
/**The predicate derivation is based on the input predicate predicates, which is divided into two parts.
* The equivalent relation used in ReplacePredicate and calculated by union-find derive like, in, not
* and ComparisonPredicate;
* The NonEqualPredicateInfer class deduces predicates based on non-equal relations, and deletes
* the useless ComparisonPredicates derived from ReplacePredicate*/
public static Set<Expression> inferPredicate(Set<Expression> predicates) {
if (predicates.size() < 2) {
return predicates;
}
Set<Expression> inferAndOriginPredicates = InferPredicateByReplace.infer(predicates);
Set<Expression> inferPredicates = new LinkedHashSet<>(
UnequalPredicateInfer.inferUnequalPredicates(inferAndOriginPredicates));
// Keep the order of predicates. The input predicates are in the front
// and the derived predicates are in the rear
Set<Expression> res = new LinkedHashSet<>();
for (Expression pred : predicates) {
if (inferPredicates.contains(pred)) {
res.add(pred);
inferPredicates.remove(pred);
}
}
res.addAll(inferPredicates);
return res;
}
/** get all predicates(with redundant predicates), e.g. b>1 a>b -> a>1 a>b b>1*/
public static Set<Expression> inferAllPredicate(Set<Expression> predicates) {
if (predicates.size() < 2) {
return predicates;
}
Set<Expression> inferAndOriginPredicates = InferPredicateByReplace.infer(predicates);
return new LinkedHashSet<>(UnequalPredicateInfer.inferAllPredicates(inferAndOriginPredicates));
}
/**getPairFromCast*/
public static Optional<Pair<Expression, Expression>> getPairFromCast(ComparisonPredicate comparisonPredicate) {
DataType leftType = comparisonPredicate.left().getDataType();
InferType inferType;
if (leftType instanceof CharacterType) {
inferType = InferType.STRING;
} else if (leftType instanceof IntegralType) {
inferType = InferType.INTEGRAL;
} else if (leftType instanceof DateLikeType) {
inferType = InferType.DATE;
} else {
inferType = InferType.OTHER;
}
Optional<Expression> left = validForInfer(comparisonPredicate.left(), inferType);
Optional<Expression> right = validForInfer(comparisonPredicate.right(), inferType);
if (!left.isPresent() || !right.isPresent()) {
return Optional.empty();
}
return Optional.of(Pair.of(left.get(), right.get()));
}
private static Optional<Expression> validForInfer(Expression expression, InferType inferType) {
if (!inferType.superClazz.isAssignableFrom(expression.getDataType().getClass())) {
return Optional.empty();
}
if (!(expression instanceof Cast)) {
return Optional.of(expression);
}
Cast cast = (Cast) expression;
Expression child = cast.child();
DataType dataType = cast.getDataType();
DataType childType = child.getDataType();
if (inferType == InferType.INTEGRAL) {
if (dataType instanceof IntegralType) {
IntegralType integralType = (IntegralType) dataType;
if (childType instanceof IntegralType && integralType.widerThan((IntegralType) childType)) {
return validForInfer(((Cast) expression).child(), inferType);
}
}
} else if (inferType == InferType.DATE) {
// avoid lost precision
if (dataType instanceof DateType) {
if (childType instanceof DateV2Type || childType instanceof DateType) {
return validForInfer(child, inferType);
}
} else if (dataType instanceof DateV2Type) {
if (childType instanceof DateType || childType instanceof DateV2Type) {
return validForInfer(child, inferType);
}
} else if (dataType instanceof DateTimeType) {
if (!(childType instanceof DateTimeV2Type)) {
return validForInfer(child, inferType);
}
} else if (dataType instanceof DateTimeV2Type) {
return validForInfer(child, inferType);
}
} else if (inferType == InferType.STRING) {
// avoid substring cast such as cast(char(3) as char(2))
if (dataType.width() <= 0 || (dataType.width() >= childType.width() && childType.width() >= 0)) {
return validForInfer(child, inferType);
}
}
return Optional.empty();
}
}