这篇文章主要介绍“PostgreSQL索引扫描成本估算中的函数分析”，在日常操作中，相信很多人在PostgreSQL索引扫描成本估算中的函数分析问题上存在疑惑，小编查阅了各式资料，整理出简单好用的操作方法，希望对大家解答”PostgreSQL索引扫描成本估算中的函数分析”的疑惑有所帮助！接下来，请跟着小编一起来学习吧！
一、数据结构
IndexClauseSet
用于收集匹配索引的的条件语句
/* Data structure for collecting qual clauses that match an index */
typedef struct
{
bool nonempty; /* True if lists are not all empty */
/* Lists of RestrictInfos, one per index column */
List *indexclauses[INDEX_MAX_KEYS];
} IndexClauseSet;
二、源码解读
get_index_paths
get_index_paths函数根据给定的索引和索引条件子句,构造索引访问路径(IndexPath).
//--------------------------------------------------- get_index_paths
/*
* get_index_paths
* Given an index and a set of index clauses for it, construct IndexPaths.
* 给定索引和索引条件子句,构造索引访问路径(IndexPaths).
*
* Plain indexpaths are sent directly to add_path, while potential
* bitmap indexpaths are added to *bitindexpaths for later processing.
* Plain索引访问路径直接作为参数传入到函数add_path中,潜在可能的位图索引路径
* 被添加到bitindexpaths中供以后处理。
*
* This is a fairly simple frontend to build_index_paths(). Its reason for
* existence is mainly to handle ScalarArrayOpExpr quals properly. If the
* index AM supports them natively, we should just include them in simple
* index paths. If not, we should exclude them while building simple index
* paths, and then make a separate attempt to include them in bitmap paths.
* Furthermore, we should consider excluding lower-order ScalarArrayOpExpr
* quals so as to create ordered paths.
* 该函数简单构造build_index_paths所需要的参数,并调用之.该函数存在的原因是正确
* 处理ScalarArrayOpExpr表达式.
*/
static void
get_index_paths(PlannerInfo *root, RelOptInfo *rel,
IndexOptInfo *index, IndexClauseSet *clauses,
List **bitindexpaths)
{
List *indexpaths;
bool skip_nonnative_saop = false;
bool skip_lower_saop = false;
ListCell *lc;
/*
* Build simple index paths using the clauses. Allow ScalarArrayOpExpr
* clauses only if the index AM supports them natively, and skip any such
* clauses for index columns after the first (so that we produce ordered
* paths if possible).
*/
indexpaths = build_index_paths(root, rel,
index, clauses,
index->predOK,
ST_ANYSCAN,
&skip_nonnative_saop,
&skip_lower_saop);//调用build_index_paths函数
/*
* If we skipped any lower-order ScalarArrayOpExprs on an index with an AM
* that supports them, then try again including those clauses. This will
* produce paths with more selectivity but no ordering.
*/
if (skip_lower_saop)
{
indexpaths = list_concat(indexpaths,
build_index_paths(root, rel,
index, clauses,
index->predOK,
ST_ANYSCAN,
&skip_nonnative_saop,
NULL));
}
/*
* Submit all the ones that can form plain IndexScan plans to add_path. (A
* plain IndexPath can represent either a plain IndexScan or an
* IndexOnlyScan, but for our purposes here that distinction does not
* matter. However, some of the indexes might support only bitmap scans,
* and those we mustn't submit to add_path here.)
* 逐一把可以形成Plain索引扫描计划的的访问路径作为参数调用add_path
* (plain IndexPath可以是常规的索引扫描或者是IndexOnlyScan)
*
* Also, pick out the ones that are usable as bitmap scans. For that, we
* must discard indexes that don't support bitmap scans, and we also are
* only interested in paths that have some selectivity; we should discard
* anything that was generated solely for ordering purposes.
* 找出可用于位图扫描的索引
*/
foreach(lc, indexpaths)//遍历访问路径
{
IndexPath *ipath = (IndexPath *) lfirst(lc);
if (index->amhasgettuple)
add_path(rel, (Path *) ipath);//调用add_path
if (index->amhasgetbitmap &&
(ipath->path.pathkeys == NIL ||
ipath->indexselectivity < 1.0))
*bitindexpaths = lappend(*bitindexpaths, ipath);//如可以,添加到位图索引扫描路径链表中
}
/*
* If there were ScalarArrayOpExpr clauses that the index can't handle
* natively, generate bitmap scan paths relying on executor-managed
* ScalarArrayOpExpr.
*/
if (skip_nonnative_saop)
{
indexpaths = build_index_paths(root, rel,
index, clauses,
false,
ST_BITMAPSCAN,
NULL,
NULL);
*bitindexpaths = list_concat(*bitindexpaths, indexpaths);
}
}
//----------------------------------------------------------- build_index_paths
/*
* build_index_paths
* Given an index and a set of index clauses for it, construct zero
* or more IndexPaths. It also constructs zero or more partial IndexPaths.
* 给定索引和该索引的条件,构造0-N个索引访问路径或partial索引访问路径(用于并行)
*
* We return a list of paths because (1) this routine checks some cases
* that should cause us to not generate any IndexPath, and (2) in some
* cases we want to consider both a forward and a backward scan, so as
* to obtain both sort orders. Note that the paths are just returned
* to the caller and not immediately fed to add_path().
* 函数返回访问路径链表:(1)执行过程中的检查会导致产生不了索引访问路径
* (2)在某些情况下，同时考虑正向/反向扫描，以便获得两种排序顺序。
* 注意:访问路径返回给调用方,不会马上反馈到函数add_path中
*
* At top level, useful_predicate should be exactly the index's predOK flag
* (ie, true if it has a predicate that was proven from the restriction
* clauses). When working on an arm of an OR clause, useful_predicate
* should be true if the predicate required the current OR list to be proven.
* Note that this routine should never be called at all if the index has an
* unprovable predicate.
* 在顶层,useful_predicate标记应与索引的predOK标记一致.在操作OR自己的arm(?)时,
* 如果谓词需要当前的OR链表证明,则useful_predicate应为T.
* 注意:如果索引有一个未经验证的谓词,则该例程不能被调用.
*
* scantype indicates whether we want to create plain indexscans, bitmap
* indexscans, or both. When it's ST_BITMAPSCAN, we will not consider
* index ordering while deciding if a Path is worth generating.
* scantype:提示是否创建plain/bitmap或者两者兼顾的索引扫描.
* 如该参数值为ST_BITMAPSCAN,则在决定访问路径是否产生时不会考虑使用索引排序
*
* If skip_nonnative_saop is non-NULL, we ignore ScalarArrayOpExpr clauses
* unless the index AM supports them directly, and we set *skip_nonnative_saop
* to true if we found any such clauses (caller must initialize the variable
* to false). If it's NULL, we do not ignore ScalarArrayOpExpr clauses.
* skip_nonnative_saop:
* 如为NOT NULL,除非索引的访问方法(AM)直接支持,否则会忽略
* ScalarArrayOpExpr子句,如支持,则更新skip_nonnative_saop标记为T.
* 如为NULL,不能忽略ScalarArrayOpExpr子句.
*
* If skip_lower_saop is non-NULL, we ignore ScalarArrayOpExpr clauses for
* non-first index columns, and we set *skip_lower_saop to true if we found
* any such clauses (caller must initialize the variable to false). If it's
* NULL, we do not ignore non-first ScalarArrayOpExpr clauses, but they will
* result in considering the scan's output to be unordered.
* skip_lower_saop:
* 如为NOT NULL,ScalarArrayOpExpr子句中的首列不是索引列,则忽略之,
* 同时如果找到相应的子句,则设置skip_lower_saop标记为T.
* 如为NULL,除首个ScalarArrayOpExpr子句外,其他子句不能被忽略,但输出时不作排序
*
* 输入/输出参数:
* 'rel' is the index's heap relation
* rel-相应的RelOptInfo
* 'index' is the index for which we want to generate paths
* index-相应的索引IndexOptInfo
* 'clauses' is the collection of indexable clauses (RestrictInfo nodes)
* clauses-RestrictInfo节点集合
* 'useful_predicate' indicates whether the index has a useful predicate
* useful_predicate-提示索引是否有可用的谓词
* 'scantype' indicates whether we need plain or bitmap scan support
* scantype-扫描类型,提示是否需要plain/bitmap扫描支持
* 'skip_nonnative_saop' indicates whether to accept SAOP if index AM doesn't
* skip_nonnative_saop-提示是否接受SAOP
* 'skip_lower_saop' indicates whether to accept non-first-column SAOP
* skip_lower_saop-提示是否接受非首列SAOP
*/
static List *
build_index_paths(PlannerInfo *root, RelOptInfo *rel,
IndexOptInfo *index, IndexClauseSet *clauses,
bool useful_predicate,
ScanTypeControl scantype,
bool *skip_nonnative_saop,
bool *skip_lower_saop)
{
List *result = NIL;
IndexPath *ipath;
List *index_clauses;
List *clause_columns;
Relids outer_relids;
double loop_count;
List *orderbyclauses;
List *orderbyclausecols;
List *index_pathkeys;
List *useful_pathkeys;
bool found_lower_saop_clause;
bool pathkeys_possibly_useful;
bool index_is_ordered;
bool index_only_scan;
int indexcol;
/*
* Check that index supports the desired scan type(s)
*/
switch (scantype)
{
case ST_INDEXSCAN:
if (!index->amhasgettuple)
return NIL;
break;
case ST_BITMAPSCAN:
if (!index->amhasgetbitmap)
return NIL;
break;
case ST_ANYSCAN:
/* either or both are OK */
break;
}
/*
* 1. Collect the index clauses into a single list.
* 1. 收集索引子句到单独的链表中
*
* We build a list of RestrictInfo nodes for clauses to be used with this
* index, along with an integer list of the index column numbers (zero
* based) that each clause should be used with. The clauses are ordered
* by index key, so that the column numbers form a nondecreasing sequence.
* (This order is depended on by btree and possibly other places.) The
* lists can be empty, if the index AM allows that.
* 我们为将与此索引一起使用的子句构建了一个RestrictInfo节点链表，
* 以及每个子句应该与之一起使用的索引列编号(从0开始)的整数链表.
* 子句是按索引键排序的，因此列号形成一个非递减序列。
* (这个排序取决于BTree和可能的其他地方).
* 如果索引访问方法(AM)允许,链表可为空.
*
* found_lower_saop_clause is set true if we accept a ScalarArrayOpExpr
* index clause for a non-first index column. This prevents us from
* assuming that the scan result is ordered. (Actually, the result is
* still ordered if there are equality constraints for all earlier
* columns, but it seems too expensive and non-modular for this code to be
* aware of that refinement.)
*
* We also build a Relids set showing which outer rels are required by the
* selected clauses. Any lateral_relids are included in that, but not
* otherwise accounted for.
* 建立一个已选择的子句所依赖外部rels的Relids集合,包括lateral_relids.
*/
index_clauses = NIL;
clause_columns = NIL;
found_lower_saop_clause = false;
outer_relids = bms_copy(rel->lateral_relids);
for (indexcol = 0; indexcol < index->ncolumns; indexcol++)//遍历索引列
{
ListCell *lc;
foreach(lc, clauses->indexclauses[indexcol])//遍历该列所对应的约束条件
{
RestrictInfo *rinfo = (RestrictInfo *) lfirst(lc);//约束条件
if (IsA(rinfo->clause, ScalarArrayOpExpr))//ScalarArrayOpExpr,TODO
{
if (!index->amsearcharray)
{
if (skip_nonnative_saop)
{
/* Ignore because not supported by index */
*skip_nonnative_saop = true;
continue;
}
/* Caller had better intend this only for bitmap scan */
Assert(scantype == ST_BITMAPSCAN);
}
if (indexcol > 0)
{
if (skip_lower_saop)
{
/* Caller doesn't want to lose index ordering */
*skip_lower_saop = true;
continue;
}
found_lower_saop_clause = true;
}
}
index_clauses = lappend(index_clauses, rinfo);//添加到链表中
clause_columns = lappend_int(clause_columns, indexcol);
outer_relids = bms_add_members(outer_relids,
rinfo->clause_relids);
}
/*
* If no clauses match the first index column, check for amoptionalkey
* restriction. We can't generate a scan over an index with
* amoptionalkey = false unless there's at least one index clause.
* (When working on columns after the first, this test cannot fail. It
* is always okay for columns after the first to not have any
* clauses.)
*/
if (index_clauses == NIL && !index->amoptionalkey)//没有约束条件,返回空指针
return NIL;
}
/* We do not want the index's rel itself listed in outer_relids */
outer_relids = bms_del_member(outer_relids, rel->relid);//去掉自身relid
/* Enforce convention that outer_relids is exactly NULL if empty */
if (bms_is_empty(outer_relids))
outer_relids = NULL;//设置为NULL
/* Compute loop_count for cost estimation purposes */
//计算成本估算所需要的循环次数loop_count
loop_count = get_loop_count(root, rel->relid, outer_relids);
/*
* 2. Compute pathkeys describing index's ordering, if any, then see how
* many of them are actually useful for this query. This is not relevant
* if we are only trying to build bitmap indexscans, nor if we have to
* assume the scan is unordered.
* 2.计算描述索引排序的路径键(如果有的话)，如存在的话,检查有多少对查询有用。
* 如果只是尝试构建位图索引扫描，或者扫描是无序的，那就无关紧要了。
*/
pathkeys_possibly_useful = (scantype != ST_BITMAPSCAN &&
!found_lower_saop_clause &&
has_useful_pathkeys(root, rel));//是否存在可用的Pathkeys
index_is_ordered = (index->sortopfamily != NULL);//索引是否排序?
if (index_is_ordered && pathkeys_possibly_useful)//索引排序&存在可用的Pathkeys
{
index_pathkeys = build_index_pathkeys(root, index,
ForwardScanDirection);//创建正向(ForwardScanDirection)扫描排序键
useful_pathkeys = truncate_useless_pathkeys(root, rel,
index_pathkeys);//截断无用的Pathkeys
orderbyclauses = NIL;
orderbyclausecols = NIL;
}
else if (index->amcanorderbyop && pathkeys_possibly_useful)//访问方法可以通过操作符排序
{
/* see if we can generate ordering operators for query_pathkeys */
match_pathkeys_to_index(index, root->query_pathkeys,
&orderbyclauses,
&orderbyclausecols);//是否可以生成排序操作符
if (orderbyclauses)
useful_pathkeys = root->query_pathkeys;//如可以,则赋值
else
useful_pathkeys = NIL;
}
else//设置为NULL
{
useful_pathkeys = NIL;
orderbyclauses = NIL;
orderbyclausecols = NIL;
}
/*
* 3. Check if an index-only scan is possible. If we're not building
* plain indexscans, this isn't relevant since bitmap scans don't support
* index data retrieval anyway.
* 3. 检查是否只需要扫描索引.如果我们不构建纯索引扫描，这是无关紧要的,
* 因为位图扫描不支持索引数据检索。
*/
index_only_scan = (scantype != ST_BITMAPSCAN &&
check_index_only(rel, index));
/*
* 4. Generate an indexscan path if there are relevant restriction clauses
* in the current clauses, OR the index ordering is potentially useful for
* later merging or final output ordering, OR the index has a useful
* predicate, OR an index-only scan is possible.
* 4. 如果当前子句中有相关的限制子句，或者索引排序对于以后的
* 合并或最终的输出排序可能有用，或者索引存在可用的谓词，
* 或者可能进行纯索引扫描，则生成索引扫描路径。
*/
if (index_clauses != NIL || useful_pathkeys != NIL || useful_predicate ||
index_only_scan)
{
ipath = create_index_path(root, index,
index_clauses,
clause_columns,
orderbyclauses,
orderbyclausecols,
useful_pathkeys,
index_is_ordered ?
ForwardScanDirection :
NoMovementScanDirection,
index_only_scan,
outer_relids,
loop_count,
false);//创建索引扫描路径
result = lappend(result, ipath);//添加到结果链表中
/*
* If appropriate, consider parallel index scan. We don't allow
* parallel index scan for bitmap index scans.
* 如果合适，考虑并行索引扫描。如为位图索引,则不能使用并行.。
*/
if (index->amcanparallel &&
rel->consider_parallel && outer_relids == NULL &&
scantype != ST_BITMAPSCAN)
{
ipath = create_index_path(root, index,
index_clauses,
clause_columns,
orderbyclauses,
orderbyclausecols,
useful_pathkeys,
index_is_ordered ?
ForwardScanDirection :
NoMovementScanDirection,
index_only_scan,
outer_relids,
loop_count,
true);//创建并行索引扫描路径
/*
* if, after costing the path, we find that it's not worth using
* parallel workers, just free it.
*/
if (ipath->path.parallel_workers > 0)//在worker>0的情况下
add_partial_path(rel, (Path *) ipath);//添加partial路径
else
pfree(ipath);
}
}
/*
* 5. If the index is ordered, a backwards scan might be interesting.
* 5. 如果索引是已排序的(如BTree等),构建反向扫描(BackwardScanDirection)路径
*/
if (index_is_ordered && pathkeys_possibly_useful)
{
index_pathkeys = build_index_pathkeys(root, index,
BackwardScanDirection);
useful_pathkeys = truncate_useless_pathkeys(root, rel,
index_pathkeys);
if (useful_pathkeys != NIL)
{
ipath = create_index_path(root, index,
index_clauses,
clause_columns,
NIL,
NIL,
useful_pathkeys,
BackwardScanDirection,
index_only_scan,
outer_relids,
loop_count,
false);
result = lappend(result, ipath);
/* If appropriate, consider parallel index scan */
if (index->amcanparallel &&
rel->consider_parallel && outer_relids == NULL &&
scantype != ST_BITMAPSCAN)
{
ipath = create_index_path(root, index,
index_clauses,
clause_columns,
NIL,
NIL,
useful_pathkeys,
BackwardScanDirection,
index_only_scan,
outer_relids,
loop_count,
true);
/*
* if, after costing the path, we find that it's not worth
* using parallel workers, just free it.
*/
if (ipath->path.parallel_workers > 0)
add_partial_path(rel, (Path *) ipath);
else
pfree(ipath);
}
}
}
return result;
}
三、跟踪分析
测试脚本如下
select a.*,b.grbh,b.je from t_dwxx a, lateral (select t1.dwbh,t1.grbh,t2.je from t_grxx t1 inner join t_jfxx t2 on t1.dwbh = a.dwbh and t1.grbh = t2.grbh) b where a.dwbh = '1001' order by b.dwbh;
启动gdb
(gdb) b get_index_paths Breakpoint 1 at 0x74db5e: file indxpath.c, line 740. (gdb) c Continuing. Breakpoint 1, get_index_paths (root=0x2704720, rel=0x27041b0, index=0x2713898, clauses=0x7fff834d8090, bitindexpaths=0x7fff834d81b0) at indxpath.c:740 740 bool skip_nonnative_saop = false;
选择t_dwxx的主键进行跟踪
(gdb) p *index
$2 = {type = T_IndexOptInfo, indexoid = 16738, reltablespace = 0, rel = 0x27041b0, pages = 30, tuples = 10000,
tree_height = 1, ncolumns = 1, nkeycolumns = 1, indexkeys = 0x2713bd8, indexcollations = 0x2713bf0, opfamily = 0x2713c08,
opcintype = 0x2713c20, sortopfamily = 0x2713c08, reverse_sort = 0x2713c50, nulls_first = 0x2713c68,
canreturn = 0x2713c38, relam = 403, indexprs = 0x0, indpred = 0x0, indextlist = 0x2713ba8, indrestrictinfo = 0x2716c18,
predOK = false, unique = true, immediate = true, hypothetical = false, amcanorderbyop = false, amoptionalkey = true,
amsearcharray = true, amsearchnulls = true, amhasgettuple = true, amhasgetbitmap = true, amcanparallel = true,
amcostestimate = 0x94f0ad <btcostestimate>}
--
testdb=# select relname from pg_class where oid=16738;
relname
-------------
t_dwxx_pkey
(1 row)
--
进入函数build_index_paths
(gdb) step build_index_paths (root=0x2704720, rel=0x27041b0, index=0x27135b8, clauses=0x7fff834d8090, useful_predicate=false, scantype=ST_ANYSCAN, skip_nonnative_saop=0x7fff834d7e27, skip_lower_saop=0x7fff834d7e26) at indxpath.c:864 864 List *result = NIL;
查看输入参数,其中clauses中的indexclauses数组,存储约束条件链表
(gdb) p *clauses
$3 = {nonempty = true, indexclauses = {0x2717728, 0x0 <repeats 31 times>}}
(gdb) set $ri=(RestrictInfo *)clauses->indexclauses[0]->head->data.ptr_value
链表的第一个约束条件为:t_dwxx.dwbh(varno = 1, varattno = 2)='1001'(constvalue = 40986784)
(gdb) p *((OpExpr *)$ri->clause)->args
$11 = {type = T_List, length = 2, head = 0x27169f8, tail = 0x27169a8}
(gdb) p *(Node *)((OpExpr *)$ri->clause)->args->head->data.ptr_value
$12 = {type = T_RelabelType}
(gdb) p *(Node *)((OpExpr *)$ri->clause)->args->head->next->data.ptr_value
$13 = {type = T_Const}
(gdb) set $tmp1=(RelabelType *)((OpExpr *)$ri->clause)->args->head->data.ptr_value
(gdb) set $tmp2=(Const *)((OpExpr *)$ri->clause)->args->head->next->data.ptr_value
(gdb) p *(Var *)$tmp1->arg
$17 = {xpr = {type = T_Var}, varno = 1, varattno = 2, vartype = 1043, vartypmod = 24, varcollid = 100, varlevelsup = 0,
varnoold = 1, varoattno = 2, location = 147}
(gdb) p *(Const *)$tmp2
$18 = {xpr = {type = T_Const}, consttype = 25, consttypmod = -1, constcollid = 100, constlen = -1, constvalue = 40986784,
constisnull = false, constbyval = false, location = 194}
扫描类型,ST_ANYSCAN,包括plain&bitmap
(gdb) n 883 switch (scantype) (gdb) p scantype $19 = ST_ANYSCAN
Step 1:收集索引子句到单独的链表中
923 for (indexcol = 0; indexcol < index->ncolumns; indexcol++) (gdb) p outer_relids $20 = (Relids) 0x0 (gdb) n 927 foreach(lc, clauses->indexclauses[indexcol]) (gdb) p indexcol $21 = 0 (gdb) n #rinfo约束条件:t_dwxx.dwbh='1001' 929 RestrictInfo *rinfo = (RestrictInfo *) lfirst(lc); (gdb) 931 if (IsA(rinfo->clause, ScalarArrayOpExpr)) (gdb)
Step 1的主要逻辑:
(gdb) n 955 index_clauses = lappend(index_clauses, rinfo); (gdb) p *index_clauses Cannot access memory at address 0x0 (gdb) n 956 clause_columns = lappend_int(clause_columns, indexcol); (gdb) 958 rinfo->clause_relids); (gdb) 957 outer_relids = bms_add_members(outer_relids,
Step 1完成后:
(gdb) p *outer_relids
$23 = {nwords = 1, words = 0x27177fc}
(gdb) p *index_clauses
$26 = {type = T_List, length = 1, head = 0x2717758, tail = 0x2717758}
(gdb) p outer_relids->words[0]
$27 = 0 -->无外部的Relids
(gdb) p *clause_columns
$31 = {type = T_IntList, length = 1, head = 0x27177a8, tail = 0x27177a8}
(gdb) p clause_columns->head->data.int_value
$32 = 0 -->列数组编号为0
循环次数:
(gdb) p loop_count $33 = 1
Step 2:计算描述索引排序的路径键(如果有的话)，如存在的话,检查有多少对查询有用。
... (gdb) p pathkeys_possibly_useful $35 = true (gdb) p index_is_ordered $36 = true
创建正向扫描排序键
(gdb) n 994 index_pathkeys = build_index_pathkeys(root, index, (gdb) p *index_pathkeys Cannot access memory at address 0x0 -->无需排序
Step 3:检查是否只需要扫描索引
(gdb) p index_only_scan $37 = false -->No way!
Step 4:生成索引扫描路径
调用函数create_index_path(下节介绍)
1036 ipath = create_index_path(root, index,
(gdb)
1049 result = lappend(result, ipath);
(gdb) p *ipath
$38 = {path = {type = T_IndexPath, pathtype = T_IndexScan, parent = 0x27041b0, pathtarget = 0x27134c8, param_info = 0x0,
parallel_aware = false, parallel_safe = true, parallel_workers = 0, rows = 1, startup_cost = 0.28500000000000003,
total_cost = 8.3025000000000002, pathkeys = 0x0}, indexinfo = 0x27135b8, indexclauses = 0x2717778,
indexquals = 0x27178e8, indexqualcols = 0x2717938, indexorderbys = 0x0, indexorderbycols = 0x0,
indexscandir = ForwardScanDirection, indextotalcost = 4.2925000000000004, indexselectivity = 0.0001}
Step 5:构建反向扫描(BackwardScanDirection)路径
(gdb) p index_is_ordered $41 = true (gdb) p pathkeys_possibly_useful $42 = true ... (gdb) p *index_pathkeys Cannot access memory at address 0x0 -->无需排序
返回结果
1137 return result; (gdb) 1138 }
到此，关于“PostgreSQL索引扫描成本估算中的函数分析”的学习就结束了，希望能够解决大家的疑惑。理论与实践的搭配能更好的帮助大家学习，快去试试吧！若想继续学习更多相关知识，请继续关注亿速云网站，小编会继续努力为大家带来更多实用的文章！
原创文章，作者：奋斗，如若转载，请注明出处：https://blog.ytso.com/205223.html