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optimizer lacks feature of OR expansion and predicate elimination #56005

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mzhang77 opened this issue Sep 11, 2024 · 4 comments
Open

optimizer lacks feature of OR expansion and predicate elimination #56005

mzhang77 opened this issue Sep 11, 2024 · 4 comments
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sig/planner SIG: Planner type/enhancement The issue or PR belongs to an enhancement.

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@mzhang77
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mzhang77 commented Sep 11, 2024

Bug Report

1. Minimal reproduce step (Required)

CREATE TABLE `dt` (
  `a` bigint(20) unsigned NOT NULL,
  `pk` bigint(20) unsigned NOT NULL AUTO_INCREMENT,
  `b` longblob DEFAULT NULL,
  `c` int(11) unsigned NOT NULL,
  PRIMARY KEY (`pk`)
);

CREATE TABLE `it` (
  `pk` bigint(20) unsigned NOT NULL,
  `a` varbinary(767) DEFAULT NULL,
  `b` varbinary(767) DEFAULT NULL,
  `c` varbinary(767) DEFAULT NULL,
  `d` bigint(20) DEFAULT NULL,
  `e` varbinary(767) DEFAULT NULL,
  `f` int(11) unsigned NOT NULL,
  PRIMARY KEY (`pk`) ,
  KEY `a` (`a`,`d`,`c`,`pk`),
  KEY `b` (`b`,`pk`),
  KEY `c` (`d`,`pk`),
  KEY `d` (`e`,`pk`),
  KEY `e` (`c`,`pk`),
  KEY `f` (`a`,`pk`)
);

explain SELECT
  dt.*
FROM
  it 
  LEFT JOIN dt ON it.pk = dt.pk
WHERE
  it.a = "a"
  AND (
    (
      it.a > "a"
    )
    OR (
      it.a = "a" AND it.pk > 1
    )
  )
ORDER BY
  it.pk
LIMIT
  240;

2. What did you expect to see? (Required)

There is an index KEY f (a,pk), and there is where predicate it.a = "a" AND it.pk > 1. We expect to see range:("a" 1,"a" +inf] in execution plan

3. What did you see instead (Required)

This is the full execution plan

+---------------------------------------+---------+-----------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| id                                    | estRows | task      | access object            | operator info                                                                                                                                                                                                                                                                                      |
+---------------------------------------+---------+-----------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| Projection_12                         | 4.19    | root      |                          | test.dt.a, test.dt.pk, test.dt.b, test.dt.c                                                                                                                                                                                                    |
| └─Limit_19                            | 4.19    | root      |                          | offset:0, count:240                                                                                                                                                                                                                                                                                |
|   └─IndexHashJoin_80                  | 4.19    | root      |                          | left outer join, inner:TableReader_75, outer key:test.it.pk, inner key:test.dt.pk, equal cond:eq(test.it.pk, test.dt.pk), other cond:or(gt(test.it.a, "a"), and(eq(test.it.a, "a"), gt(test.dt.pk, 1))) |
|     ├─Limit_36(Build)                 | 3.36    | root      |                          | offset:0, count:240                                                                                                                                                                                                                                                                                |
|     │ └─IndexReader_54                | 3.37    | root      |                          | index:Limit_53                                                                                                                                                                                                                                                                                     |
|     │   └─Limit_53                    | 3.37    | cop[tikv] |                          | offset:0, count:240                                                                                                                                                                                                                                                                                |
|     │     └─Selection_52              | 3.37    | cop[tikv] |                          | or(gt(test.it.a, "a"), and(eq(test.it.a, "a"), gt(test.it.pk, 1)))                                                                                                                                                                                          |
|     │       └─IndexRangeScan_51       | 10.00   | cop[tikv] | table:it, index:f(a, pk) | range:["a","a"], keep order:true, stats:pseudo                                                                                                                                                                                                                                                     |
|     └─TableReader_75(Probe)           | 3.36    | root      |                          | data:TableRangeScan_74                                                                                                                                                                                                                                                                             |
|       └─TableRangeScan_74             | 3.36    | cop[tikv] | table:dt                 | range: decided by [test.it.pk], keep order:false, stats:pseudo                                                                                                                                                                                                                        |
+---------------------------------------+---------+-----------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

We see range:["a","a"]. This is causing unnecessary additional data access and poor performance.

4. What is your TiDB version? (Required)

mysql> select @@version;
+--------------------+
| @@version          |
+--------------------+
| 8.0.11-TiDB-v7.5.1 |
+--------------------+
1 row in set (0.00 sec)
@mzhang77 mzhang77 added the type/bug The issue is confirmed as a bug. label Sep 11, 2024
@mzhang77
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mzhang77 commented Sep 11, 2024

To process the above query. Optimizer need to first do an OR expansion:

explain SELECT * FROM
 ( SELECT
  dt.*
FROM
  it 
  LEFT JOIN dt ON it.pk = dt.pk
WHERE
  it.a = "a" AND it.a > "a"
UNION
SELECT
  dt.*
FROM
  it 
  LEFT JOIN dt ON it.pk = dt.pk
WHERE it.a = "a"
      AND it.a = "a"
      AND it.pk > 1
) tb
ORDER BY
  tb.pk
LIMIT
  240;

Then optimizer should eliminate the first branch of the OR expansion, because it.a = "a" AND it.a > "a" is always false. So this should be the final SQL and plan:

explain SELECT * FROM
 ( 
SELECT
  dt.*
FROM
  it 
  LEFT JOIN dt ON it.pk = dt.pk
WHERE it.a = "a"
      AND it.a = "a"
      AND it.pk > 1
) tb
ORDER BY
  tb.pk
LIMIT
  240;

+-------------------------------+---------+-----------+--------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| id                            | estRows | task      | access object            | operator info                                                                                                                                                                |
+-------------------------------+---------+-----------+--------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| TopN_14                       | 41.67   | root      |                          | test.dt.pk, offset:0, count:240                                                                                                                                 |
| └─IndexJoin_27                | 41.67   | root      |                          | left outer join, inner:TableReader_23, outer key:test.it.pk, inner key:test.dt.pk, equal cond:eq(test.it.pk, test.dt.pk) |
|   ├─IndexReader_39(Build)     | 33.33   | root      |                          | index:IndexRangeScan_38                                                                                                                                                      |
|   │ └─IndexRangeScan_38       | 33.33   | cop[tikv] | table:it, index:f(a, pk) | range:("a" 1,"a" +inf], keep order:false, stats:pseudo                                                                                                                       |
|   └─TableReader_23(Probe)     | 11.11   | root      |                          | data:Selection_22                                                                                                                                                            |
|     └─Selection_22            | 11.11   | cop[tikv] |                          | gt(test.dt.pk, 1)                                                                                                                                               |
|       └─TableRangeScan_21     | 33.33   | cop[tikv] | table:dt                 | range: decided by [test.it.pk], keep order:false, stats:pseudo                                                                                                  |
+-------------------------------+---------+-----------+--------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+

@hawkingrei hawkingrei self-assigned this Sep 11, 2024
@hawkingrei hawkingrei added type/enhancement The issue or PR belongs to an enhancement. sig/planner SIG: Planner type/bug The issue is confirmed as a bug. and removed type/bug The issue is confirmed as a bug. type/enhancement The issue or PR belongs to an enhancement. labels Sep 11, 2024
@ghazalfamilyusa
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We have separate logic of predicate simplification and index range derivation. I think it can be enhancement for either one and we need to see what is the best way to do it.

@time-and-fate time-and-fate added type/enhancement The issue or PR belongs to an enhancement. and removed type/bug The issue is confirmed as a bug. labels Sep 12, 2024
@ghazalfamilyusa
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The current logic actually does such simplification but the issue is the different type/collation between it.a (binary) and the constant "a" which is utf8mb4_0900_ai_ci. A workaround is to replace the constants with binary constants like b'......'.
Now, in general and regardless of type/collation it.a = "a" and it.a > "a" is false and that can be done as an enhancement which is not straightforward. See if the workaround works cc @terry1purcell , @mzhang77

@mzhang77
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Yes it works

mysql> explain SELECT
    ->   dt.*
    -> FROM
    ->   it 
    ->   LEFT JOIN dt ON it.pk = dt.pk
    -> WHERE
    ->   it.a = 0xaa
    ->   AND (
    ->     (
    ->       it.a > 0xaa
    ->     )
    ->     OR (
    ->       it.a = 0xaa AND it.pk > 1
    ->     )
    ->   )
    -> ORDER BY
    ->   it.pk
    -> LIMIT
    ->   240;
+-------------------------------------+---------+-----------+--------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| id                                  | estRows | task      | access object            | operator info                                                                                                                                                                                                 |
+-------------------------------------+---------+-----------+--------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| Projection_12                       | 41.67   | root      |                          | test.dt.a, test.dt.pk, test.dt.b, test.dt.c                                                                                                                                                                   |
| └─Limit_19                          | 41.67   | root      |                          | offset:0, count:240                                                                                                                                                                                           |
|   └─IndexHashJoin_71                | 41.67   | root      |                          | left outer join, inner:TableReader_66, outer key:test.it.pk, inner key:test.dt.pk, equal cond:eq(test.it.pk, test.dt.pk), other cond:or(gt(test.it.a, "0xaa"), and(eq(test.it.a, "0xaa"), gt(test.dt.pk, 1))) |
|     ├─Limit_36(Build)               | 33.33   | root      |                          | offset:0, count:240                                                                                                                                                                                           |
|     │ └─IndexReader_46              | 33.33   | root      |                          | index:Limit_45                                                                                                                                                                                                |
|     │   └─Limit_45                  | 33.33   | cop[tikv] |                          | offset:0, count:240                                                                                                                                                                                           |
|     │     └─IndexRangeScan_44       | 33.33   | cop[tikv] | table:it, index:f(a, pk) | range:("\xaa" 1,"\xaa" +inf], keep order:true, stats:pseudo                                                                                                                                                   |
|     └─TableReader_66(Probe)         | 33.33   | root      |                          | data:TableRangeScan_65                                                                                                                                                                                        |
|       └─TableRangeScan_65           | 33.33   | cop[tikv] | table:dt                 | range: decided by [test.it.pk], keep order:false, stats:pseudo                                                                                                                                                |
+-------------------------------------+---------+-----------+--------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
9 rows in set (0.00 sec)

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