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If a splittable materialized derived table / view T is used in a inner nest of an outer join with impossible ON condition then T is marked as a constant table. Yet the execution plan to build T is still searched for in spite of the fact that is not needed. So it should be set.
1158 lines
40 KiB
C++
1158 lines
40 KiB
C++
/*
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Copyright (c) 2017 MariaDB
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This program is free software; you can redistribute it and/or modify
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it under the terms of the GNU General Public License as published by
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the Free Software Foundation; version 2 of the License.
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This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU General Public License for more details.
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You should have received a copy of the GNU General Public License
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along with this program; if not, write to the Free Software
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Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA */
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/*
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This file contains functions to support the splitting technique.
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This optimization technique can be applied to equi-joins involving
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materialized tables such as materialized views, materialized derived tables
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and materialized CTEs. The technique also could be applied to materialized
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semi-joins though the code below does not support this usage yet.
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Here are the main ideas behind this technique that we'll call SM optimization
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(SplitMaterialization).
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Consider the query
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SELECT t1.a, t.min
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FROM t1, (SELECT t2.a, MIN(t2.b) as min FROM t2 GROUP BY t2.a) t
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WHERE t1.a = t.a and t1.b < const
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Re-write the query into
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SELECT t1.a, t.min
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FROM t1, LATERAL (SELECT t2.a, MIN(t2.b) as min
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FROM t2 WHERE t2.a = t1.a GROUP BY t2.a) t
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WHERE t1.b < const
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The execution of the original query (Q1) does the following:
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1. Executes the query in the specification of the derived table
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and puts the result set into a temporary table with an index
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on the first column.
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2. Joins t1 with the temporary table using the its index.
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The execution of the transformed query (Q1R) follows these steps:
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1. For each row of t1 where t1.b < const a temporary table
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containing all rows of of t2 with t2.a = t1.a is created
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2. If there are any rows in the temporary table aggregation
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is performed for them
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3. The result of the aggregation is joined with t1.
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The second execution can win if:
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a) There is an efficient way to select rows of t2 for which t2.a = t1.a
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(For example if there is an index on t2.a)
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and
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b) The number of temporary tables created for partitions
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is much smaller that the total number of partitions
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It should be noted that for the transformed query aggregation
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for a partition may be performed several times.
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As we can see the optimization basically splits table t2 into
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partitions and performs aggregation over each of them
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independently.
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If we have only one equi-join condition then we either push it as
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for Q1R or we don't. In a general case we may have much more options.
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Consider the query (Q3)
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SELECT
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FROM t1,t2 (SELECT t3.a, t3.b, MIN(t3.c) as min
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FROM t3 GROUP BY a,b) t
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WHERE t.a = t1.a AND t.b = t2.b
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AND t1.c < c1 and t2.c < c2
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AND P(t1,t2);
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(P(t1,t2) designates some additional conditions over columns of t1,t2).
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Assuming that there indexes on t3(a,b) and t3(b) here we have several
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reasonable options to push equi-join conditions into the derived.
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All these options should be taken into account when the optimizer
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evaluates different join orders. When the join order (t1,t,t2) is
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evaluated there is only one way of splitting : to push the condition
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t.a = t1.a into t. With the join order (t2,t,t1) only the condition
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t.b = t2.b can be pushed. When the join orders (t1,t2,t) and (t2,t1,t)
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are evaluated then the optimizer should consider pushing t.a = t1.a,
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t.b = t2.b and (t.a = t1.a AND t.b = t2.b) to choose the best condition
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for splitting. Apparently here last condition is the best one because
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it provides the miximum possible number of partitions.
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If we dropped the index on t3(a,b) and created the index on t3(a) instead
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then we would have two options for splitting: to push t.a = t1.a or to
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push t.b = t2.b. If the selectivity of the index t3(a) is better than
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the selectivity of t3(b) then the first option is preferred.
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Although the condition (t.a = t1.a AND t.b = t2.b) provides a better
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splitting than the condition t.a = t1.a the latter will be used for
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splitting if the execution plan with the join order (t1,t,t2) turns out
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to be the cheapest one. It's quite possible when the join condition
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P(t1,t2) has a bad selectivity.
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Whenever the optimizer evaluates the cost of using a splitting it
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compares it with the cost of materialization without splitting.
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If we just drop the index on t3(a,b) the chances that the splitting
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will be used becomes much lower but they still exists providing that
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the fanout of the partial join of t1 and t2 is small enough.
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*/
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/*
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Splitting can be applied to a materialized table specified by the query
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with post-join operations that require partitioning of the result set produced
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by the join expression used in the FROM clause the query such as GROUP BY
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operation and window function operation. In any of these cases the post-join
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operation can be executed independently for any partition only over the rows
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of this partition. Also if the set of all partitions is divided into disjoint
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subsets the operation can applied to each subset independently. In this case
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all rows are first partitioned into the groups each of which contains all the
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rows from the partitions belonging the same subset and then each group
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is subpartitioned into groups in the the post join operation.
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The set of all rows belonging to the union of several partitions is called
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here superpartition. If a grouping operation is defined by the list
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e_1,...,e_n then any set S = {e_i1,...,e_ik} can be used to devide all rows
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into superpartions such that for any two rows r1, r2 the following holds:
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e_ij(r1) = e_ij(r2) for each e_ij from S. We use the splitting technique
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only if S consists of references to colums of the joined tables.
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For example if the GROUP BY list looks like this a, g(b), c we can consider
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applying the splitting technique to the superpartitions defined by {a,c},
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{a}, {c} (a and c here may be the references to the columns from different
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tables).
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*/
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/*
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The following describes when and how the optimizer decides whether it
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makes sense to employ the splitting technique.
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1. For each instance of a materialized table (derived/view/CTE) it is
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checked that it is potentially splittable. Now it is done right after the
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execution plan for the select specifying this table has been chosen.
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2. Any potentially splittable materialized table T is subject to two-phase
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optimization. It means that the optimizer first builds the best execution
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plan for join that specifies T. Then the control is passed back to the
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optimization process of the embedding select Q. After the execution plan
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for Q has been chosen the optimizer finishes the optimization of the join
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specifying T.
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3. When the optimizer builds the container with the KEYUSE structures
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for the join of embedding select it detects the equi-join conditions
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PC that potentially could be pushed into a potentially splittable
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materialized table T. The collected information about such conditions
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is stored together with other facts on potential splittings for table T.
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4. When the optimizer starts looking for the best execution plan for the
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embedding select Q for each potentially splittable materialized table T
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it creates special KEYUSE structures for pushable equi-join conditions
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PC. These structures are used to add new elements to the container
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of KEYUSE structures built for T. The specifics of these elements is
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that they can be ebabled and disabled during the process of choosing
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the best plan for Q.
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5. When the optimizer extends a partial join order with a potentially
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splittable materialized table T (in function best_access_path) it
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first evaluates a new execution plan for the modified specification
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of T that adds all equi-join conditions that can be pushed with
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current join prefix to the WHERE conditions of the original
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specification of T. If the cost of the new plan is better than the
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the cost of the original materialized table then the optimizer
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prefers to use splitting for the current join prefix. As the cost
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of the plan depends only on the pushed conditions it makes sense
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to cache this plan for other prefixes.
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6. The optimizer takes into account the cost of splitting / materialization
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of a potentially splittable materialized table T as a startup cost
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to access table T.
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7. When the optimizer finally chooses the best execution plan for
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the embedding select Q and this plan prefers using splitting
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for table T with pushed equi-join conditions PC then the execution
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plan for the underlying join with these conditions is chosen for T.
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*/
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/*
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The implementation of the splitting technique below allows to apply
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the technique only to a materialized derived table / view / CTE whose
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specification is either a select with GROUP BY or a non-grouping select
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with window functions that share the same PARTITION BY list.
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*/
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#include "mariadb.h"
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#include "sql_select.h"
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/* Info on a splitting field */
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struct SplM_field_info
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{
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/* Splitting field in the materialized table T */
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Field *mat_field;
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/* The item from the select list of the specification of T */
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Item *producing_item;
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/* The corresponding splitting field from the specification of T */
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Field *underlying_field;
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};
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/* Info on the splitting execution plan saved in SplM_opt_info::cache */
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struct SplM_plan_info
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{
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/* The cached splitting execution plan P */
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struct st_position *best_positions;
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/* The cost of the above plan */
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double cost;
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/* Selectivity of splitting used in P */
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double split_sel;
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/* For fast search of KEYUSE_EXT elements used for splitting in P */
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struct KEYUSE_EXT *keyuse_ext_start;
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/* The tables that contains the fields used for splitting in P */
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TABLE *table;
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/* The number of the key from 'table' used for splitting in P */
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uint key;
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/* Number of the components of 'key' used for splitting in P */
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uint parts;
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};
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/*
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The structure contains the information that is used by the optimizer
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for potentially splittable materialization of T that is a materialized
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derived_table / view / CTE
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*/
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class SplM_opt_info : public Sql_alloc
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{
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public:
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/* The join for the select specifying T */
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JOIN *join;
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/* The map of tables from 'join' whose columns can be used for partitioning */
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table_map tables_usable_for_splitting;
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/* Info about the fields of the joined tables usable for splitting */
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SplM_field_info *spl_fields;
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/* The number of elements in the above list */
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uint spl_field_cnt;
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/* Contains the structures to generate all KEYUSEs for pushable equalities */
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List<KEY_FIELD> added_key_fields;
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/* The cache of evaluated execution plans for 'join' with pushed equalities */
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List<SplM_plan_info> plan_cache;
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/* Cost of best execution plan for join when nothing is pushed */
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double unsplit_cost;
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/* Cardinality of T when nothing is pushed */
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double unsplit_card;
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/* Lastly evaluated execution plan for 'join' with pushed equalities */
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SplM_plan_info *last_plan;
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SplM_plan_info *find_plan(TABLE *table, uint key, uint parts);
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};
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void TABLE::set_spl_opt_info(SplM_opt_info *spl_info)
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{
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if (spl_info)
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spl_info->join->spl_opt_info= spl_info;
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spl_opt_info= spl_info;
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}
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void TABLE::deny_splitting()
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{
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DBUG_ASSERT(spl_opt_info != NULL);
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spl_opt_info->join->spl_opt_info= NULL;
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spl_opt_info= NULL;
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}
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double TABLE::get_materialization_cost()
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{
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DBUG_ASSERT(spl_opt_info != NULL);
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return spl_opt_info->unsplit_cost;
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}
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/* This structure is auxiliary and used only in the function that follows it */
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struct SplM_field_ext_info: public SplM_field_info
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{
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uint item_no;
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bool is_usable_for_ref_access;
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};
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/**
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@brief
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Check whether this join is one for potentially splittable materialized table
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@details
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The function checks whether this join is for select that specifies
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a potentially splittable materialized table T. If so, the collected
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info on potential splittability of T is attached to the field spl_opt_info
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of the TABLE structure for T.
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The function returns a positive answer if the following holds:
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1. the optimizer switch 'split_materialized' is set 'on'
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2. the select owning this join specifies a materialized derived/view/cte T
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3. this is the only select in the specification of T
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4. condition pushdown is not prohibited into T
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5. T is not recursive
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6. not all of this join are constant or optimized away
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7. T is either
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7.1. a grouping table with GROUP BY list P
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or
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7.2. a non-grouping table with window functions over the same non-empty
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partition specified by the PARTITION BY list P
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8. P contains some references on the columns of the joined tables C
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occurred also in the select list of this join
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9. There are defined some keys usable for ref access of fields from C
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with available statistics.
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@retval
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true if the answer is positive
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false otherwise
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*/
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bool JOIN::check_for_splittable_materialized()
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{
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ORDER *partition_list= 0;
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st_select_lex_unit *unit= select_lex->master_unit();
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TABLE_LIST *derived= unit->derived;
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if (!(optimizer_flag(thd, OPTIMIZER_SWITCH_SPLIT_MATERIALIZED)) || // !(1)
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!(derived && derived->is_materialized_derived()) || // !(2)
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(unit->first_select()->next_select()) || // !(3)
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(derived->prohibit_cond_pushdown) || // !(4)
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(derived->is_recursive_with_table()) || // !(5)
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(table_count == 0 || const_tables == top_join_tab_count)) // !(6)
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return false;
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if (group_list) // (7.1)
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{
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if (!select_lex->have_window_funcs())
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partition_list= group_list;
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}
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else if (select_lex->have_window_funcs() &&
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select_lex->window_specs.elements == 1) // (7.2)
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{
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partition_list=
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select_lex->window_specs.head()->partition_list->first;
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}
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if (!partition_list)
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return false;
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ORDER *ord;
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Dynamic_array<SplM_field_ext_info> candidates;
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/*
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Select from partition_list all candidates for splitting.
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A candidate must be
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- field item or refer to such (8.1)
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- item mentioned in the select list (8.2)
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Put info about such candidates into the array candidates
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*/
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table_map usable_tables= 0; // tables that contains the candidate
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for (ord= partition_list; ord; ord= ord->next)
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{
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Item *ord_item= *ord->item;
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if (ord_item->real_item()->type() != Item::FIELD_ITEM) // !(8.1)
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continue;
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Field *ord_field= ((Item_field *) (ord_item->real_item()))->field;
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/* Ignore fields from of inner tables of outer joins */
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TABLE_LIST *tbl= ord_field->table->pos_in_table_list;
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if (tbl->is_inner_table_of_outer_join())
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continue;
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List_iterator<Item> li(fields_list);
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Item *item;
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uint item_no= 0;
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while ((item= li++))
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{
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if ((*ord->item)->eq(item, 0)) // (8.2)
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{
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SplM_field_ext_info new_elem;
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new_elem.producing_item= item;
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new_elem.item_no= item_no;
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new_elem.mat_field= derived->table->field[item_no];
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new_elem.underlying_field= ord_field;
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new_elem.is_usable_for_ref_access= false;
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candidates.push(new_elem);
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usable_tables|= ord_field->table->map;
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break;
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}
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item_no++;
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}
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}
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if (candidates.elements() == 0) // no candidates satisfying (8.1) && (8.2)
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return false;
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/*
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For each table from this join find the keys that can be used for ref access
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of the fields mentioned in the 'array candidates'
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*/
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SplM_field_ext_info *cand;
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SplM_field_ext_info *cand_start= &candidates.at(0);
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SplM_field_ext_info *cand_end= cand_start + candidates.elements();
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for (JOIN_TAB *tab= join_tab;
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tab < join_tab + top_join_tab_count; tab++)
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{
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TABLE *table= tab->table;
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if (!(table->map & usable_tables))
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continue;
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table->keys_usable_for_splitting.clear_all();
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uint i;
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for (i= 0; i < table->s->keys; i++)
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{
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if (!table->keys_in_use_for_query.is_set(i))
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continue;
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KEY *key_info= table->key_info + i;
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uint key_parts= table->actual_n_key_parts(key_info);
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uint usable_kp_cnt= 0;
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for ( ; usable_kp_cnt < key_parts; usable_kp_cnt++)
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{
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if (key_info->actual_rec_per_key(usable_kp_cnt) == 0)
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break;
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int fldnr= key_info->key_part[usable_kp_cnt].fieldnr;
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for (cand= cand_start; cand < cand_end; cand++)
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{
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if (cand->underlying_field->table == table &&
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cand->underlying_field->field_index + 1 == fldnr)
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{
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cand->is_usable_for_ref_access= true;
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break;
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}
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}
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if (cand == cand_end)
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break;
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}
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if (usable_kp_cnt)
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table->keys_usable_for_splitting.set_bit(i);
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}
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}
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/* Count the candidate fields that can be accessed by ref */
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uint spl_field_cnt= (uint)candidates.elements();
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for (cand= cand_start; cand < cand_end; cand++)
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{
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if (!cand->is_usable_for_ref_access)
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spl_field_cnt--;
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}
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if (!spl_field_cnt) // No candidate field can be accessed by ref => !(9)
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return false;
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/*
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Create a structure of the type SplM_opt_info and fill it with
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the collected info on potential splittability of T
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*/
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SplM_opt_info *spl_opt_info= new (thd->mem_root) SplM_opt_info();
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SplM_field_info *spl_field=
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(SplM_field_info *) (thd->calloc(sizeof(SplM_field_info) *
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spl_field_cnt));
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if (!(spl_opt_info && spl_field)) // consider T as not good for splitting
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return false;
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spl_opt_info->join= this;
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spl_opt_info->tables_usable_for_splitting= 0;
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spl_opt_info->spl_field_cnt= spl_field_cnt;
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spl_opt_info->spl_fields= spl_field;
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for (cand= cand_start; cand < cand_end; cand++)
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{
|
|
if (!cand->is_usable_for_ref_access)
|
|
continue;
|
|
spl_field->producing_item= cand->producing_item;
|
|
spl_field->underlying_field= cand->underlying_field;
|
|
spl_field->mat_field= cand->mat_field;
|
|
spl_opt_info->tables_usable_for_splitting|=
|
|
cand->underlying_field->table->map;
|
|
spl_field++;
|
|
}
|
|
|
|
/* Attach this info to the table T */
|
|
derived->table->set_spl_opt_info(spl_opt_info);
|
|
|
|
return true;
|
|
}
|
|
|
|
|
|
/**
|
|
@brief
|
|
Collect info on KEY_FIELD usable for splitting
|
|
|
|
@param
|
|
key_field KEY_FIELD to collect info on
|
|
|
|
@details
|
|
The function assumes that this table is potentially splittable.
|
|
The function checks whether the KEY_FIELD structure key_field built for
|
|
this table was created for a splitting field f. If so, the function does
|
|
the following using info from key_field:
|
|
1. Builds an equality of the form f = key_field->val that could be
|
|
pushed into this table.
|
|
2. Creates a new KEY_FIELD structure for this equality and stores
|
|
a reference to this structure in this->spl_opt_info.
|
|
*/
|
|
|
|
void TABLE::add_splitting_info_for_key_field(KEY_FIELD *key_field)
|
|
{
|
|
DBUG_ASSERT(spl_opt_info != NULL);
|
|
JOIN *join= spl_opt_info->join;
|
|
Field *field= key_field->field;
|
|
SplM_field_info *spl_field= spl_opt_info->spl_fields;
|
|
uint i= spl_opt_info->spl_field_cnt;
|
|
for ( ; i; i--, spl_field++)
|
|
{
|
|
if (spl_field->mat_field == field)
|
|
break;
|
|
}
|
|
if (!i) // field is not usable for splitting
|
|
return;
|
|
|
|
/*
|
|
Any equality condition that can be potentially pushed into the
|
|
materialized derived table is constructed now though later it may turn out
|
|
that it is not needed, because it is not used for splitting.
|
|
The reason for this is that the failure to construct it when it has to be
|
|
injected causes denial for further processing of the query.
|
|
Formally this equality is needed in the KEY_FIELD structure constructed
|
|
here that will be used to generate additional keyuses usable for splitting.
|
|
However key_field.cond could be used for this purpose (see implementations
|
|
of virtual function can_optimize_keypart_ref()).
|
|
|
|
The condition is built in such a form that it can be added to the WHERE
|
|
condition of the select that specifies this table.
|
|
*/
|
|
THD *thd= in_use;
|
|
Item *left_item= spl_field->producing_item->build_clone(thd);
|
|
Item *right_item= key_field->val->build_clone(thd);
|
|
Item_func_eq *eq_item= 0;
|
|
if (left_item && right_item)
|
|
{
|
|
right_item->walk(&Item::set_fields_as_dependent_processor,
|
|
false, join->select_lex);
|
|
right_item->update_used_tables();
|
|
eq_item= new (thd->mem_root) Item_func_eq(thd, left_item, right_item);
|
|
}
|
|
if (!eq_item)
|
|
return;
|
|
KEY_FIELD *added_key_field=
|
|
(KEY_FIELD *) thd->alloc(sizeof(KEY_FIELD));
|
|
if (!added_key_field ||
|
|
spl_opt_info->added_key_fields.push_back(added_key_field,thd->mem_root))
|
|
return;
|
|
added_key_field->field= spl_field->underlying_field;
|
|
added_key_field->cond= eq_item;
|
|
added_key_field->val= key_field->val;
|
|
added_key_field->level= 0;
|
|
added_key_field->optimize= KEY_OPTIMIZE_EQ;
|
|
added_key_field->eq_func= true;
|
|
|
|
Item *real= key_field->val->real_item();
|
|
if ((real->type() == Item::FIELD_ITEM) &&
|
|
((Item_field*)real)->field->maybe_null())
|
|
added_key_field->null_rejecting= true;
|
|
else
|
|
added_key_field->null_rejecting= false;
|
|
|
|
added_key_field->cond_guard= NULL;
|
|
added_key_field->sj_pred_no= UINT_MAX;
|
|
return;
|
|
}
|
|
|
|
|
|
static bool
|
|
add_ext_keyuse_for_splitting(Dynamic_array<KEYUSE_EXT> *ext_keyuses,
|
|
KEY_FIELD *added_key_field, uint key, uint part)
|
|
{
|
|
KEYUSE_EXT keyuse_ext;
|
|
Field *field= added_key_field->field;
|
|
|
|
JOIN_TAB *tab=field->table->reginfo.join_tab;
|
|
key_map possible_keys=field->get_possible_keys();
|
|
possible_keys.intersect(field->table->keys_usable_for_splitting);
|
|
tab->keys.merge(possible_keys);
|
|
|
|
Item_func_eq *eq_item= (Item_func_eq *) (added_key_field->cond);
|
|
keyuse_ext.table= field->table;
|
|
keyuse_ext.val= eq_item->arguments()[1];
|
|
keyuse_ext.key= key;
|
|
keyuse_ext.keypart=part;
|
|
keyuse_ext.keypart_map= (key_part_map) 1 << part;
|
|
keyuse_ext.used_tables= keyuse_ext.val->used_tables();
|
|
keyuse_ext.optimize= added_key_field->optimize & KEY_OPTIMIZE_REF_OR_NULL;
|
|
keyuse_ext.ref_table_rows= 0;
|
|
keyuse_ext.null_rejecting= added_key_field->null_rejecting;
|
|
keyuse_ext.cond_guard= added_key_field->cond_guard;
|
|
keyuse_ext.sj_pred_no= added_key_field->sj_pred_no;
|
|
keyuse_ext.validity_ref= 0;
|
|
keyuse_ext.needed_in_prefix= added_key_field->val->used_tables();
|
|
keyuse_ext.validity_var= false;
|
|
return ext_keyuses->push(keyuse_ext);
|
|
}
|
|
|
|
|
|
static int
|
|
sort_ext_keyuse(KEYUSE_EXT *a, KEYUSE_EXT *b)
|
|
{
|
|
if (a->table->tablenr != b->table->tablenr)
|
|
return (int) (a->table->tablenr - b->table->tablenr);
|
|
if (a->key != b->key)
|
|
return (int) (a->key - b->key);
|
|
return (int) (a->keypart - b->keypart);
|
|
}
|
|
|
|
|
|
static void
|
|
sort_ext_keyuses(Dynamic_array<KEYUSE_EXT> *keyuses)
|
|
{
|
|
KEYUSE_EXT *first_keyuse= &keyuses->at(0);
|
|
my_qsort(first_keyuse, keyuses->elements(), sizeof(KEYUSE_EXT),
|
|
(qsort_cmp) sort_ext_keyuse);
|
|
}
|
|
|
|
|
|
/**
|
|
@brief
|
|
Add info on keyuses usable for splitting into an array
|
|
*/
|
|
|
|
static bool
|
|
add_ext_keyuses_for_splitting_field(Dynamic_array<KEYUSE_EXT> *ext_keyuses,
|
|
KEY_FIELD *added_key_field)
|
|
{
|
|
Field *field= added_key_field->field;
|
|
TABLE *table= field->table;
|
|
for (uint key= 0; key < table->s->keys; key++)
|
|
{
|
|
if (!(table->keys_usable_for_splitting.is_set(key)))
|
|
continue;
|
|
KEY *key_info= table->key_info + key;
|
|
uint key_parts= table->actual_n_key_parts(key_info);
|
|
KEY_PART_INFO *key_part_info= key_info->key_part;
|
|
for (uint part=0; part < key_parts; part++, key_part_info++)
|
|
{
|
|
if (!field->eq(key_part_info->field))
|
|
continue;
|
|
if (add_ext_keyuse_for_splitting(ext_keyuses, added_key_field, key, part))
|
|
return true;
|
|
}
|
|
}
|
|
return false;
|
|
}
|
|
|
|
|
|
/*
|
|
@brief
|
|
Cost of the post join operation used in specification of splittable table
|
|
*/
|
|
|
|
static
|
|
double spl_postjoin_oper_cost(THD *thd, double join_record_count, uint rec_len)
|
|
{
|
|
double cost;
|
|
cost= get_tmp_table_write_cost(thd, join_record_count,rec_len) *
|
|
join_record_count; // cost to fill tmp table
|
|
cost+= get_tmp_table_lookup_cost(thd, join_record_count,rec_len) *
|
|
join_record_count; // cost to perform post join operation used here
|
|
cost+= get_tmp_table_lookup_cost(thd, join_record_count, rec_len) +
|
|
(join_record_count == 0 ? 0 :
|
|
join_record_count * log2 (join_record_count)) *
|
|
SORT_INDEX_CMP_COST; // cost to perform sorting
|
|
return cost;
|
|
}
|
|
|
|
/**
|
|
@brief
|
|
Add KEYUSE structures that can be usable for splitting
|
|
|
|
@details
|
|
This function is called only for joins created for potentially
|
|
splittable materialized tables. The function does the following:
|
|
1. Creates the dynamic array ext_keyuses_for_splitting of KEYUSE_EXT
|
|
structures and fills is with info about all keyuses that
|
|
could be used for splitting.
|
|
2. Sort the array ext_keyuses_for_splitting for fast access by key
|
|
on certain columns.
|
|
3. Collects and stores cost and cardinality info on the best execution
|
|
plan that does not use splitting and save this plan together with
|
|
corresponding array of keyuses.
|
|
4. Expand this array with KEYUSE elements built from the info stored
|
|
in ext_keyuses_for_splitting that could be produced by pushed
|
|
equalities employed for splitting.
|
|
5. Prepare the extended array of keyuses to be used in the function
|
|
best_access_plan()
|
|
*/
|
|
|
|
void JOIN::add_keyuses_for_splitting()
|
|
{
|
|
uint i;
|
|
uint idx;
|
|
KEYUSE_EXT *keyuse_ext;
|
|
KEYUSE_EXT keyuse_ext_end;
|
|
double oper_cost;
|
|
uint rec_len;
|
|
uint added_keyuse_count;
|
|
TABLE *table= select_lex->master_unit()->derived->table;
|
|
List_iterator_fast<KEY_FIELD> li(spl_opt_info->added_key_fields);
|
|
KEY_FIELD *added_key_field;
|
|
if (!spl_opt_info->added_key_fields.elements)
|
|
goto err;
|
|
if (!(ext_keyuses_for_splitting= new Dynamic_array<KEYUSE_EXT>))
|
|
goto err;
|
|
while ((added_key_field= li++))
|
|
{
|
|
(void) add_ext_keyuses_for_splitting_field(ext_keyuses_for_splitting,
|
|
added_key_field);
|
|
}
|
|
added_keyuse_count= (uint)ext_keyuses_for_splitting->elements();
|
|
if (!added_keyuse_count)
|
|
goto err;
|
|
sort_ext_keyuses(ext_keyuses_for_splitting);
|
|
bzero((char*) &keyuse_ext_end, sizeof(keyuse_ext_end));
|
|
if (ext_keyuses_for_splitting->push(keyuse_ext_end))
|
|
goto err;
|
|
|
|
spl_opt_info->unsplit_card= join_record_count;
|
|
|
|
rec_len= table->s->rec_buff_length;
|
|
|
|
oper_cost= spl_postjoin_oper_cost(thd, join_record_count, rec_len);
|
|
|
|
spl_opt_info->unsplit_cost= best_positions[table_count-1].read_time +
|
|
oper_cost;
|
|
|
|
if (!(save_qep= new Join_plan_state(table_count + 1)))
|
|
goto err;
|
|
|
|
save_query_plan(save_qep);
|
|
|
|
if (!keyuse.buffer &&
|
|
my_init_dynamic_array(&keyuse, sizeof(KEYUSE), 20, 64,
|
|
MYF(MY_THREAD_SPECIFIC)))
|
|
goto err;
|
|
|
|
if (allocate_dynamic(&keyuse,
|
|
save_qep->keyuse.elements +
|
|
added_keyuse_count))
|
|
goto err;
|
|
|
|
memcpy(keyuse.buffer,
|
|
save_qep->keyuse.buffer,
|
|
(size_t) save_qep->keyuse.elements * keyuse.size_of_element);
|
|
keyuse.elements= save_qep->keyuse.elements;
|
|
|
|
keyuse_ext= &ext_keyuses_for_splitting->at(0);
|
|
idx= save_qep->keyuse.elements;
|
|
for (i=0; i < added_keyuse_count; i++, keyuse_ext++, idx++)
|
|
{
|
|
set_dynamic(&keyuse, (KEYUSE *) keyuse_ext, idx);
|
|
KEYUSE *added_keyuse= ((KEYUSE *) (keyuse.buffer)) + idx;
|
|
added_keyuse->validity_ref= &keyuse_ext->validity_var;
|
|
}
|
|
|
|
if (sort_and_filter_keyuse(thd, &keyuse, true))
|
|
goto err;
|
|
optimize_keyuse(this, &keyuse);
|
|
|
|
for (uint i= 0; i < table_count; i++)
|
|
{
|
|
JOIN_TAB *tab= join_tab + i;
|
|
map2table[tab->table->tablenr]= tab;
|
|
}
|
|
|
|
return;
|
|
|
|
err:
|
|
if (save_qep)
|
|
restore_query_plan(save_qep);
|
|
table->deny_splitting();
|
|
return;
|
|
}
|
|
|
|
|
|
/**
|
|
@brief
|
|
Add KEYUSE structures that can be usable for splitting of this joined table
|
|
*/
|
|
|
|
void JOIN_TAB::add_keyuses_for_splitting()
|
|
{
|
|
DBUG_ASSERT(table->spl_opt_info != NULL);
|
|
SplM_opt_info *spl_opt_info= table->spl_opt_info;
|
|
spl_opt_info->join->add_keyuses_for_splitting();
|
|
}
|
|
|
|
|
|
/*
|
|
@brief
|
|
Find info on the splitting plan by the splitting key
|
|
*/
|
|
|
|
SplM_plan_info *SplM_opt_info::find_plan(TABLE *table, uint key, uint parts)
|
|
{
|
|
List_iterator_fast<SplM_plan_info> li(plan_cache);
|
|
SplM_plan_info *spl_plan;
|
|
while ((spl_plan= li++))
|
|
{
|
|
if (spl_plan->table == table &&
|
|
spl_plan->key == key &&
|
|
spl_plan->parts == parts)
|
|
break;
|
|
}
|
|
return spl_plan;
|
|
}
|
|
|
|
|
|
/*
|
|
@breaf
|
|
Enable/Disable a keyuses that can be used for splitting
|
|
*/
|
|
|
|
static
|
|
void reset_validity_vars_for_keyuses(KEYUSE_EXT *key_keyuse_ext_start,
|
|
TABLE *table, uint key,
|
|
table_map remaining_tables,
|
|
bool validity_val)
|
|
{
|
|
KEYUSE_EXT *keyuse_ext= key_keyuse_ext_start;
|
|
do
|
|
{
|
|
if (!(keyuse_ext->needed_in_prefix & remaining_tables))
|
|
{
|
|
/*
|
|
The enabling/disabling flags are set just in KEYUSE_EXT structures.
|
|
Yet keyuses that are used by best_access_path() have pointers
|
|
to these flags.
|
|
*/
|
|
keyuse_ext->validity_var= validity_val;
|
|
}
|
|
keyuse_ext++;
|
|
}
|
|
while (keyuse_ext->key == key && keyuse_ext->table == table);
|
|
}
|
|
|
|
|
|
/**
|
|
@brief
|
|
Choose the best splitting to extend the evaluated partial join
|
|
|
|
@param
|
|
record_count estimated cardinality of the extended partial join
|
|
remaining_tables tables not joined yet
|
|
|
|
@details
|
|
This function is called during the search for the best execution
|
|
plan of the join that contains this table T. The function is called
|
|
every time when the optimizer tries to extend a partial join by
|
|
joining it with table T. Depending on what tables are already in the
|
|
partial join different equalities usable for splitting can be pushed
|
|
into T. The function evaluates different variants and chooses the
|
|
best one. Then the function finds the plan for the materializing join
|
|
with the chosen equality conditions pushed into it. If the cost of the
|
|
plan turns out to be less than the cost of the best plan without
|
|
splitting the function set it as the true plan of materialization
|
|
of the table T.
|
|
The function caches the found plans for materialization of table T
|
|
together if the info what key was used for splitting. Next time when
|
|
the optimizer prefers to use the same key the plan is taken from
|
|
the cache of plans
|
|
|
|
@retval
|
|
Pointer to the info on the found plan that employs the pushed equalities
|
|
if the plan has been chosen, NULL - otherwise.
|
|
*/
|
|
|
|
SplM_plan_info * JOIN_TAB::choose_best_splitting(double record_count,
|
|
table_map remaining_tables)
|
|
{
|
|
SplM_opt_info *spl_opt_info= table->spl_opt_info;
|
|
DBUG_ASSERT(spl_opt_info != NULL);
|
|
JOIN *join= spl_opt_info->join;
|
|
THD *thd= join->thd;
|
|
table_map tables_usable_for_splitting=
|
|
spl_opt_info->tables_usable_for_splitting;
|
|
KEYUSE_EXT *keyuse_ext= &join->ext_keyuses_for_splitting->at(0);
|
|
KEYUSE_EXT *UNINIT_VAR(best_key_keyuse_ext_start);
|
|
TABLE *best_table= 0;
|
|
double best_rec_per_key= DBL_MAX;
|
|
SplM_plan_info *spl_plan= 0;
|
|
uint best_key= 0;
|
|
uint best_key_parts= 0;
|
|
|
|
/*
|
|
Check whether there are keys that can be used to join T employing splitting
|
|
and if so, select the best out of such keys
|
|
*/
|
|
for (uint tablenr= 0; tablenr < join->table_count; tablenr++)
|
|
{
|
|
if (!((1ULL << tablenr) & tables_usable_for_splitting))
|
|
continue;
|
|
JOIN_TAB *tab= join->map2table[tablenr];
|
|
TABLE *table= tab->table;
|
|
if (keyuse_ext->table != table)
|
|
continue;
|
|
do
|
|
{
|
|
uint key= keyuse_ext->key;
|
|
KEYUSE_EXT *key_keyuse_ext_start= keyuse_ext;
|
|
key_part_map found_parts= 0;
|
|
do
|
|
{
|
|
if (keyuse_ext->needed_in_prefix & remaining_tables)
|
|
{
|
|
keyuse_ext++;
|
|
continue;
|
|
}
|
|
if (!(keyuse_ext->keypart_map & found_parts))
|
|
{
|
|
if ((!found_parts && !keyuse_ext->keypart) ||
|
|
(found_parts && ((keyuse_ext->keypart_map >> 1) & found_parts)))
|
|
found_parts|= keyuse_ext->keypart_map;
|
|
else
|
|
{
|
|
do
|
|
{
|
|
keyuse_ext++;
|
|
}
|
|
while (keyuse_ext->key == key && keyuse_ext->table == table);
|
|
break;
|
|
}
|
|
}
|
|
KEY *key_info= table->key_info + key;
|
|
double rec_per_key=
|
|
key_info->actual_rec_per_key(keyuse_ext->keypart);
|
|
if (rec_per_key < best_rec_per_key)
|
|
{
|
|
best_table= keyuse_ext->table;
|
|
best_key= keyuse_ext->key;
|
|
best_key_parts= keyuse_ext->keypart + 1;
|
|
best_rec_per_key= rec_per_key;
|
|
best_key_keyuse_ext_start= key_keyuse_ext_start;
|
|
}
|
|
keyuse_ext++;
|
|
}
|
|
while (keyuse_ext->key == key && keyuse_ext->table == table);
|
|
}
|
|
while (keyuse_ext->table == table);
|
|
}
|
|
spl_opt_info->last_plan= 0;
|
|
if (best_table)
|
|
{
|
|
/*
|
|
The key for splitting was chosen, look for the plan for this key
|
|
in the cache
|
|
*/
|
|
spl_plan= spl_opt_info->find_plan(best_table, best_key, best_key_parts);
|
|
if (!spl_plan &&
|
|
(spl_plan= (SplM_plan_info *) thd->alloc(sizeof(SplM_plan_info))) &&
|
|
(spl_plan->best_positions=
|
|
(POSITION *) thd->alloc(sizeof(POSITION) * join->table_count)) &&
|
|
!spl_opt_info->plan_cache.push_back(spl_plan))
|
|
{
|
|
/*
|
|
The plan for the chosen key has not been found in the cache.
|
|
Build a new plan and save info on it in the cache
|
|
*/
|
|
table_map all_table_map= (1 << join->table_count) - 1;
|
|
reset_validity_vars_for_keyuses(best_key_keyuse_ext_start, best_table,
|
|
best_key, remaining_tables, true);
|
|
choose_plan(join, all_table_map & ~join->const_table_map);
|
|
spl_plan->keyuse_ext_start= best_key_keyuse_ext_start;
|
|
spl_plan->table= best_table;
|
|
spl_plan->key= best_key;
|
|
spl_plan->parts= best_key_parts;
|
|
spl_plan->split_sel= best_rec_per_key /
|
|
(spl_opt_info->unsplit_card ?
|
|
spl_opt_info->unsplit_card : 1);
|
|
|
|
uint rec_len= table->s->rec_buff_length;
|
|
|
|
double split_card= spl_opt_info->unsplit_card * spl_plan->split_sel;
|
|
double oper_cost= split_card *
|
|
spl_postjoin_oper_cost(thd, split_card, rec_len);
|
|
spl_plan->cost= join->best_positions[join->table_count-1].read_time +
|
|
+ oper_cost;
|
|
|
|
memcpy((char *) spl_plan->best_positions,
|
|
(char *) join->best_positions,
|
|
sizeof(POSITION) * join->table_count);
|
|
reset_validity_vars_for_keyuses(best_key_keyuse_ext_start, best_table,
|
|
best_key, remaining_tables, false);
|
|
}
|
|
if (spl_plan)
|
|
{
|
|
if(record_count * spl_plan->cost < spl_opt_info->unsplit_cost)
|
|
{
|
|
/*
|
|
The best plan that employs splitting is cheaper than
|
|
the plan without splitting
|
|
*/
|
|
spl_opt_info->last_plan= spl_plan;
|
|
}
|
|
}
|
|
}
|
|
|
|
/* Set the cost of the preferred materialization for this partial join */
|
|
records= (ha_rows)spl_opt_info->unsplit_card;
|
|
spl_plan= spl_opt_info->last_plan;
|
|
if (spl_plan)
|
|
{
|
|
startup_cost= record_count * spl_plan->cost;
|
|
records= (ha_rows) (records * spl_plan->split_sel);
|
|
}
|
|
else
|
|
startup_cost= spl_opt_info->unsplit_cost;
|
|
return spl_plan;
|
|
}
|
|
|
|
|
|
/**
|
|
@brief
|
|
Inject equalities for splitting used by the materialization join
|
|
|
|
@param
|
|
remaining_tables used to filter out the equalities that cannot
|
|
be pushed.
|
|
|
|
@details
|
|
This function is called by JOIN_TAB::fix_splitting that is used
|
|
to fix the chosen splitting of a splittable materialized table T
|
|
in the final query execution plan. In this plan the table T
|
|
is joined just before the 'remaining_tables'. So all equalities
|
|
usable for splitting whose right parts do not depend on any of
|
|
remaining tables can be pushed into join for T.
|
|
The function also marks the select that specifies T as
|
|
UNCACHEABLE_DEPENDENT_INJECTED.
|
|
|
|
@retval
|
|
false on success
|
|
true on failure
|
|
*/
|
|
|
|
bool JOIN::inject_best_splitting_cond(table_map remaining_tables)
|
|
{
|
|
Item *inj_cond= 0;
|
|
List<Item> inj_cond_list;
|
|
List_iterator<KEY_FIELD> li(spl_opt_info->added_key_fields);
|
|
KEY_FIELD *added_key_field;
|
|
while ((added_key_field= li++))
|
|
{
|
|
if (remaining_tables & added_key_field->val->used_tables())
|
|
continue;
|
|
if (inj_cond_list.push_back(added_key_field->cond, thd->mem_root))
|
|
return true;
|
|
}
|
|
DBUG_ASSERT(inj_cond_list.elements);
|
|
switch (inj_cond_list.elements) {
|
|
case 1:
|
|
inj_cond= inj_cond_list.head(); break;
|
|
default:
|
|
inj_cond= new (thd->mem_root) Item_cond_and(thd, inj_cond_list);
|
|
if (!inj_cond)
|
|
return true;
|
|
}
|
|
if (inj_cond)
|
|
inj_cond->fix_fields(thd,0);
|
|
|
|
if (inject_cond_into_where(inj_cond))
|
|
return true;
|
|
|
|
select_lex->uncacheable|= UNCACHEABLE_DEPENDENT_INJECTED;
|
|
st_select_lex_unit *unit= select_lex->master_unit();
|
|
unit->uncacheable|= UNCACHEABLE_DEPENDENT_INJECTED;
|
|
|
|
return false;
|
|
}
|
|
|
|
|
|
/**
|
|
@brief
|
|
Fix the splitting chosen for a splittable table in the final query plan
|
|
|
|
@param
|
|
spl_plan info on the splitting plan chosen for the splittable table T
|
|
remaining_tables the table T is joined just before these tables
|
|
is_const_table the table T is a constant table
|
|
|
|
@details
|
|
If in the final query plan the optimizer has chosen a splitting plan
|
|
then the function sets this plan as the final execution plan to
|
|
materialized the table T. Otherwise the plan that does not use
|
|
splitting is set for the materialization.
|
|
|
|
@retval
|
|
false on success
|
|
true on failure
|
|
*/
|
|
|
|
bool JOIN_TAB::fix_splitting(SplM_plan_info *spl_plan,
|
|
table_map remaining_tables,
|
|
bool is_const_table)
|
|
{
|
|
SplM_opt_info *spl_opt_info= table->spl_opt_info;
|
|
DBUG_ASSERT(table->spl_opt_info != 0);
|
|
JOIN *md_join= spl_opt_info->join;
|
|
if (spl_plan && !is_const_table)
|
|
{
|
|
memcpy((char *) md_join->best_positions,
|
|
(char *) spl_plan->best_positions,
|
|
sizeof(POSITION) * md_join->table_count);
|
|
if (md_join->inject_best_splitting_cond(remaining_tables))
|
|
return true;
|
|
/*
|
|
This is called for a proper work of JOIN::get_best_combination()
|
|
called for the join that materializes T
|
|
*/
|
|
reset_validity_vars_for_keyuses(spl_plan->keyuse_ext_start,
|
|
spl_plan->table,
|
|
spl_plan->key,
|
|
remaining_tables,
|
|
true);
|
|
}
|
|
else if (md_join->save_qep)
|
|
{
|
|
md_join->restore_query_plan(md_join->save_qep);
|
|
}
|
|
return false;
|
|
}
|
|
|
|
|
|
/**
|
|
@brief
|
|
Fix the splittings chosen splittable tables in the final query plan
|
|
|
|
@details
|
|
The function calls JOIN_TAB::fix_splittins for all potentially
|
|
splittable tables in this join to set all final materialization
|
|
plans chosen for these tables.
|
|
|
|
@retval
|
|
false on success
|
|
true on failure
|
|
*/
|
|
|
|
bool JOIN::fix_all_splittings_in_plan()
|
|
{
|
|
table_map prev_tables= 0;
|
|
table_map all_tables= (1 << table_count) - 1;
|
|
for (uint tablenr= 0; tablenr < table_count; tablenr++)
|
|
{
|
|
POSITION *cur_pos= &best_positions[tablenr];
|
|
JOIN_TAB *tab= cur_pos->table;
|
|
if (tab->table->is_splittable())
|
|
{
|
|
SplM_plan_info *spl_plan= cur_pos->spl_plan;
|
|
if (tab->fix_splitting(spl_plan, all_tables & ~prev_tables,
|
|
tablenr < const_tables ))
|
|
return true;
|
|
}
|
|
prev_tables|= tab->table->map;
|
|
}
|
|
return false;
|
|
}
|