org.apache.druid.sql.calcite.rel.CostEstimates Maven / Gradle / Ivy
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* to you under the Apache License, Version 2.0 (the
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*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
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*/
package org.apache.druid.sql.calcite.rel;
import org.apache.calcite.plan.RelOptPlanner;
import org.apache.calcite.rel.metadata.RelMetadataQuery;
/**
* Constants used by {@link PartialDruidQuery#estimateCost} and various
* {@link DruidRel#computeSelfCost(RelOptPlanner, RelMetadataQuery)} implementations.
*/
public class CostEstimates
{
/**
* Per-row base cost. This represents the cost of walking through every row, but not actually reading anything
* from them or computing any aggregations.
*/
public static final double COST_BASE = 1;
/**
* Cost to include a column in query output.
*/
public static final double COST_OUTPUT_COLUMN = 0.05;
/**
* Cost to compute and read an expression.
*/
public static final double COST_EXPRESSION = 0.25;
/**
* Cost to compute an aggregation.
*/
public static final double COST_AGGREGATION = 0.05;
/**
* Cost per GROUP BY dimension.
*/
public static final double COST_DIMENSION = 0.25;
/**
* Multiplier to apply when there is a WHERE filter. Encourages pushing down filters and limits through joins and
* subqueries when possible.
*/
public static final double MULTIPLIER_FILTER = 0.1;
/**
* Multiplier to apply when there is an ORDER BY. Encourages avoiding them when possible.
*/
public static final double MULTIPLIER_ORDER_BY = 10;
/**
* Multiplier to apply when there is a LIMIT. Encourages pushing down limits when possible.
*/
public static final double MULTIPLIER_LIMIT = 0.5;
/**
* Multiplier to apply to an outer query via {@link DruidOuterQueryRel}. Encourages pushing down time-saving
* operations to the lowest level of the query stack, because they'll have bigger impact there.
*/
public static final double MULTIPLIER_OUTER_QUERY = .1;
/**
* Cost to add to a subquery. Strongly encourages avoiding subqueries, since they must be inlined and then the join
* must run on the Broker.
*/
public static final double COST_SUBQUERY = 1e5;
/**
* Cost to perform a cross join. Strongly encourages pushing down filters into join conditions, even if it means
* we need to add a subquery (this is higher than {@link #COST_SUBQUERY}).
*/
public static final double COST_JOIN_CROSS = 1e8;
private CostEstimates()
{
// No instantiation.
}
}
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