MySQL 9.2.0
Source Code Documentation
make_join_hypergraph.h
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23
24#ifndef SQL_JOIN_OPTIMIZER_MAKE_JOIN_HYPERGRAPH
25#define SQL_JOIN_OPTIMIZER_MAKE_JOIN_HYPERGRAPH 1
26
27#include <assert.h>
28
29#include <algorithm>
30#include <array>
31#include <cstddef>
32#include <optional>
33#include <string>
34#include <unordered_map>
35#include <utility>
36
37#include "map_helpers.h"
38#include "my_table_map.h"
39#include "sql/item.h"
45#include "sql/mem_root_array.h"
46#include "sql/sql_const.h"
47
48class CompanionSet;
49class Field;
50class JOIN;
51class Query_block;
52class THD;
53struct MEM_ROOT;
55struct TABLE;
56
57/**
58 A sargable (from “Search ARGument”) predicate is one that we can attempt
59 to push down into an index (what we'd call “ref access” or “index range
60 scan”/“quick”). This structure denotes one such instance, precomputed from
61 all the predicates in the given hypergraph.
62 */
64 // Index into the “predicates” array in the graph.
66
67 // The predicate is assumed to be <field> = <other_side>.
68 // Later, we could push down other kinds of relations, such as
69 // greater-than.
72
73 /// True if it is safe to evaluate "other_side" during optimization. It must
74 /// be constant during execution. Also, it should not contain subqueries or
75 /// stored procedures, which we do not want to execute during optimization.
77};
78
79/**
80 A struct containing a join hypergraph of a single query block, encapsulating
81 the constraints given by the relational expressions (e.g. inner joins are
82 more freely reorderable than outer joins).
83
84 Since the Hypergraph class does not carry any payloads for nodes and edges,
85 and we need to associate e.g. TABLE pointers with each node, we store our
86 extra data in “nodes” and “edges”, indexed the same way the hypergraph is
87 indexed.
88 */
91 : graph(mem_root),
97
99
100 /// Flags set when AccessPaths are proposed to secondary engines for costing.
101 /// The intention of these flags is to avoid traversing the AccessPath tree to
102 /// check for certain criteria.
103 /// TODO (tikoldit) Move to JOIN or Secondary_engine_execution_context, so
104 /// that JoinHypergraph can be immutable during planning
106
107 // Maps table->tableno() to an index in “nodes”, also suitable for
108 // a bit index in a NodeMap. This is normally the identity mapping,
109 // except for when scalar-to-derived conversion is active.
110 std::array<int, MAX_TABLES> table_num_to_node_num;
111
112 class Node final {
113 public:
115 : m_table{table},
119 assert(mem_root != nullptr);
120 assert(table != nullptr);
121 }
122
123 TABLE *table() const { return m_table; }
124 const CompanionSet *companion_set() const { return m_companion_set; }
125
126 void AddSargable(const SargablePredicate &predicate) {
127 assert(predicate.predicate_index >= 0);
128 assert(predicate.field != nullptr);
129 assert(predicate.other_side != nullptr);
130 m_sargable_predicates.push_back(predicate);
131 }
132
135 }
136
137 void AddPushable(Item *cond) {
138 // Don't add duplicate conditions, as this causes their selectivity to
139 // be applied multiple times, giving poor row estimates (cf.
140 // bug#36135001).
141 if (std::none_of(
143 [&](const Item *other) { return ItemsAreEqual(cond, other); })) {
144 m_pushable_conditions.push_back(cond);
145 }
146 }
147
150 }
151
154 }
155
157 m_lateral_dependencies = dependencies;
158 }
159
160 /* Estimated rows cardinality after table filters. */
161 std::optional<double> cardinality;
162
163 private:
166 // List of all sargable predicates (see SargablePredicate) where
167 // the field is part of this table. When we see the node for
168 // the first time, we will evaluate all of these and consider
169 // creating access paths that exploit these predicates.
171
172 // Join conditions that are potentially pushable to this node
173 // as sargable predicates (if they are sargable, they will be
174 // added to sargable_predicates below, together with sargable
175 // non-join conditions). This is a verbatim copy of
176 // the m_pushable_conditions member in RelationalExpression,
177 // which is computed as a side effect during join pushdown.
178 // (We could in principle have gone and collected all join conditions
179 // ourselves when determining sargable conditions, but there would be
180 // a fair amount of duplicated code in determining pushability,
181 // which is why regular join pushdown does the computation.)
183
184 // The lateral dependencies of this table. That is, the set of tables that
185 // must be available on the outer side of a nested loop join in which this
186 // table is on the inner side. This map may be set for LATERAL derived
187 // tables and derived tables with outer references, and for table functions.
189 };
191
192 // Note that graph.edges contain each edge twice (see Hypergraph
193 // for more information), so edges[i] corresponds to graph.edges[i*2].
195
196 // The first <num_where_predicates> are filter predicates. These are the
197 // predicates that may be added as filters on nodes in the join tree by
198 // setting the corresponding bit in AccessPath::filter_predicates, which at
199 // the end of join optimization gets expanded to proper FILTER access paths by
200 // ExpandFilterAccessPaths(). Despite the name "num_where_predicates", they
201 // are not necessarily WHERE predicates. They include:
202 //
203 // - Actual WHERE predicates that could not be pushed down into one of the
204 // join conditions.
205 //
206 // - Predicates that could be pushed all the way down and become a table
207 // filter. These could be WHERE predicates, but they could also be
208 // predicates that are possible to push all the way down, but not possible
209 // to pull all the way up. Take for example "SELECT 1 FROM t1 LEFT JOIN t2
210 // ON t1.a=t2.a AND t2.b=1". The t2.b=1 predicate can be pushed down as a
211 // table filter, but it cannot be used as a WHERE predicate, as it would
212 // incorrectly filter out the NULL-complemented rows. Still, such table
213 // filters are also counted in "num_where_predicates".
214 //
215 // - Predicates that are join conditions in some inner join that is involved
216 // in a cycle in the join hypergraph. These are applied as filters in the
217 // join tree if the tables are joined via another edge in the cycle. Such
218 // predicates are also not necessarily possible to pull up to the WHERE
219 // clause. If they for example came from an inner join on the inner side of
220 // some outer join, they cannot be applied as WHERE predicates. Even so,
221 // they are still counted in "num_where_predicates".
222 //
223 // The rest are sargable join predicates. The latter are in the array
224 // solely so they can be part of the regular “applied_filters” bitmap
225 // if they are pushed down into an index, so that we know that we
226 // don't need to apply them as join conditions later.
227 //
228 // If a sargable join predicate comes from a join that is part of a cycle in
229 // the hypergraph, it could be present in both partitions of the array.
231
232 // How many of the predicates in "predicates" are filter predicates. The rest
233 // of them are sargable join predicates.
235
236 // A bitmap over predicates that are, or contain, at least one
237 // materializable subquery.
239
240 /// Returns a pointer to the query block that is being planned.
241 const Query_block *query_block() const { return m_query_block; }
242
243 /// Returns a pointer to the JOIN object of the query block being planned.
244 const JOIN *join() const;
245
246 /// Whether, at any point, we could rewrite (t1 LEFT JOIN t2) LEFT JOIN t3
247 /// to t1 LEFT JOIN (t2 LEFT JOIN t3) or vice versa. We record this purely to
248 /// note that we have a known bug/inconsistency in row count estimation
249 /// in this case. Bug #33550360 has a test case, but to sum up:
250 /// Assume t1 and t3 has 25 rows, but t2 has zero rows, and selectivities
251 /// are 0.1. As long as we clamp the row count in FindOutputRowsForJoin(),
252 /// and do not modify these selectivities somehow, the former would give
253 /// 62.5 rows, and the second would give 25 rows. This should be fixed
254 /// eventually, but for now, at least we register it, so that we do not
255 /// assert-fail on inconsistent row counts if this (known) issue could be
256 /// the root cause.
258
259 /// The set of nodes that are on the inner side of some outer join.
261
262 /// The set of nodes that are on the inner side of some semijoin.
264
265 /// The set of nodes that are on the inner side of some antijoin.
267
268 /// The set of nodes that are represented by table_function. This will be set
269 /// only when optimizing for secondary engine.
271
272 int FindSargableJoinPredicate(const Item *predicate) const {
273 const auto iter = m_sargable_join_predicates.find(predicate);
274 return iter == m_sargable_join_predicates.cend() ? -1 : iter->second;
275 }
276
277 void AddSargableJoinPredicate(const Item *predicate, int position) {
278 m_sargable_join_predicates.emplace(predicate, position);
279 }
280
281 private:
282 // For each sargable join condition, maps into its index in “predicates”.
283 // We need the predicate index when applying the join to figure out whether
284 // we have already applied the predicate or not; see
285 // {applied,subsumed}_sargable_join_predicates in AccessPath.
287
288 /// A pointer to the query block being planned.
290};
291
292/**
293 Make a join hypergraph from the query block given by “graph->query_block”,
294 converting from MySQL's join list structures to the ones expected
295 by the hypergraph join optimizer. This includes pushdown of WHERE
296 predicates, and detection of conditions suitable for hash join.
297 However, it does not include simplification of outer to inner joins;
298 that is presumed to have happened earlier.
299
300 The result is suitable for running DPhyp (subgraph_enumeration.h)
301 to find optimal join planning.
302 */
303bool MakeJoinHypergraph(THD *thd, JoinHypergraph *graph,
304 bool *where_is_always_false);
305
306// Exposed for testing only.
308 JoinHypergraph *graph);
309
312 const std::array<int, MAX_TABLES> &table_num_to_node_num);
313
314std::string PrintDottyHypergraph(const JoinHypergraph &graph);
315
316/// Estimates the size of the hash join keys generated from the equi-join
317/// predicates in "expr".
319
321
322#endif // SQL_JOIN_OPTIMIZER_MAKE_JOIN_HYPERGRAPH
RelationalExpression objects in the same companion set are those that are inner-joined against each o...
Definition: relational_expression.h:80
Definition: field.h:577
Base class that is used to represent any kind of expression in a relational query.
Definition: item.h:930
Definition: sql_optimizer.h:133
Definition: make_join_hypergraph.h:112
void AddSargable(const SargablePredicate &predicate)
Definition: make_join_hypergraph.h:126
const Mem_root_array< SargablePredicate > & sargable_predicates() const
Definition: make_join_hypergraph.h:133
TABLE * m_table
Definition: make_join_hypergraph.h:164
Mem_root_array< SargablePredicate > m_sargable_predicates
Definition: make_join_hypergraph.h:170
Mem_root_array< Item * > m_pushable_conditions
Definition: make_join_hypergraph.h:182
hypergraph::NodeMap lateral_dependencies() const
Definition: make_join_hypergraph.h:152
const Mem_root_array< Item * > & pushable_conditions() const
Definition: make_join_hypergraph.h:148
hypergraph::NodeMap m_lateral_dependencies
Definition: make_join_hypergraph.h:188
Node(MEM_ROOT *mem_root, TABLE *table, const CompanionSet *companion_set)
Definition: make_join_hypergraph.h:114
const CompanionSet * m_companion_set
Definition: make_join_hypergraph.h:165
const CompanionSet * companion_set() const
Definition: make_join_hypergraph.h:124
void AddPushable(Item *cond)
Definition: make_join_hypergraph.h:137
TABLE * table() const
Definition: make_join_hypergraph.h:123
std::optional< double > cardinality
Definition: make_join_hypergraph.h:161
void set_lateral_dependencies(hypergraph::NodeMap dependencies)
Definition: make_join_hypergraph.h:156
A typesafe replacement for DYNAMIC_ARRAY.
Definition: mem_root_array.h:432
Definition: overflow_bitset.h:78
This class represents a query block, aka a query specification, which is a query consisting of a SELE...
Definition: sql_lex.h:1170
For each client connection we create a separate thread with THD serving as a thread/connection descri...
Definition: sql_lexer_thd.h:36
std::unordered_map, but allocated on a MEM_ROOT.
Definition: map_helpers.h:291
static MEM_ROOT mem_root
Definition: client_plugin.cc:114
Definition of an undirected (join) hypergraph.
bool MakeJoinHypergraph(THD *thd, JoinHypergraph *graph, bool *where_is_always_false)
Make a join hypergraph from the query block given by “graph->query_block”, converting from MySQL's jo...
Definition: make_join_hypergraph.cc:3697
hypergraph::NodeMap GetNodeMapFromTableMap(table_map table_map, const std::array< int, MAX_TABLES > &table_num_to_node_num)
std::string PrintDottyHypergraph(const JoinHypergraph &graph)
For the given hypergraph, make a textual representation in the form of a dotty graph.
Definition: make_join_hypergraph.cc:2590
void MakeJoinGraphFromRelationalExpression(THD *thd, RelationalExpression *expr, JoinHypergraph *graph)
Convert a join rooted at “expr” into a join hypergraph that encapsulates the constraints given by the...
Definition: make_join_hypergraph.cc:3298
table_map GetVisibleTables(const RelationalExpression *expr)
Definition: make_join_hypergraph.cc:3980
size_t EstimateHashJoinKeyWidth(const RelationalExpression *expr)
Estimates the size of the hash join keys generated from the equi-join predicates in "expr".
Definition: make_join_hypergraph.cc:2689
uint64_t table_map
Definition: my_table_map.h:30
uint64_t NodeMap
Since our graphs can never have more than 61 tables, node sets and edge lists are implemented using 6...
Definition: node_map.h:40
OverflowBitset is a fixed-size (once allocated) bitmap that is optimized for the common case of few e...
For updating an AccessPath's costs by a secondary engine, i.e.
uint64_t SecondaryEngineCostingFlags
Definition: secondary_engine_costing_flags.h:39
File containing constants that can be used throughout the server.
A struct containing a join hypergraph of a single query block, encapsulating the constraints given by...
Definition: make_join_hypergraph.h:89
unsigned num_where_predicates
Definition: make_join_hypergraph.h:234
hypergraph::NodeMap nodes_inner_to_outer_join
The set of nodes that are on the inner side of some outer join.
Definition: make_join_hypergraph.h:260
hypergraph::NodeMap nodes_for_table_function
The set of nodes that are represented by table_function.
Definition: make_join_hypergraph.h:270
Mem_root_array< Node > nodes
Definition: make_join_hypergraph.h:190
hypergraph::NodeMap nodes_inner_to_antijoin
The set of nodes that are on the inner side of some antijoin.
Definition: make_join_hypergraph.h:266
bool has_reordered_left_joins
Whether, at any point, we could rewrite (t1 LEFT JOIN t2) LEFT JOIN t3 to t1 LEFT JOIN (t2 LEFT JOIN ...
Definition: make_join_hypergraph.h:257
void AddSargableJoinPredicate(const Item *predicate, int position)
Definition: make_join_hypergraph.h:277
hypergraph::Hypergraph graph
Definition: make_join_hypergraph.h:98
hypergraph::NodeMap nodes_inner_to_semijoin
The set of nodes that are on the inner side of some semijoin.
Definition: make_join_hypergraph.h:263
const Query_block * query_block() const
Returns a pointer to the query block that is being planned.
Definition: make_join_hypergraph.h:241
JoinHypergraph(MEM_ROOT *mem_root, const Query_block *query_block)
Definition: make_join_hypergraph.h:90
const JOIN * join() const
Returns a pointer to the JOIN object of the query block being planned.
Definition: make_join_hypergraph.cc:3695
const Query_block * m_query_block
A pointer to the query block being planned.
Definition: make_join_hypergraph.h:289
Mem_root_array< Predicate > predicates
Definition: make_join_hypergraph.h:230
int FindSargableJoinPredicate(const Item *predicate) const
Definition: make_join_hypergraph.h:272
OverflowBitset materializable_predicates
Definition: make_join_hypergraph.h:238
SecondaryEngineCostingFlags secondary_engine_costing_flags
Flags set when AccessPaths are proposed to secondary engines for costing.
Definition: make_join_hypergraph.h:105
mem_root_unordered_map< const Item *, int > m_sargable_join_predicates
Definition: make_join_hypergraph.h:286
std::array< int, MAX_TABLES > table_num_to_node_num
Definition: make_join_hypergraph.h:110
Mem_root_array< JoinPredicate > edges
Definition: make_join_hypergraph.h:194
The MEM_ROOT is a simple arena, where allocations are carved out of larger blocks.
Definition: my_alloc.h:83
Represents an expression tree in the relational algebra of joins.
Definition: relational_expression.h:147
A sargable (from “Search ARGument”) predicate is one that we can attempt to push down into an index (...
Definition: make_join_hypergraph.h:63
int predicate_index
Definition: make_join_hypergraph.h:65
Field * field
Definition: make_join_hypergraph.h:70
Item * other_side
Definition: make_join_hypergraph.h:71
bool can_evaluate
True if it is safe to evaluate "other_side" during optimization.
Definition: make_join_hypergraph.h:76
Definition: table.h:1421
Definition: hypergraph.h:90