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本篇內(nèi)容介紹了“PostgreSQL中create_plan函數(shù)連接計(jì)劃的實(shí)現(xiàn)過(guò)程是什么”的有關(guān)知識(shí)，在實(shí)際案例的操作過(guò)程中，不少人都會(huì)遇到這樣的困境，接下來(lái)就讓小編帶領(lǐng)大家學(xué)習(xí)一下如何處理這些情況吧！希望大家仔細(xì)閱讀，能夠?qū)W有所成！
Plan
所有計(jì)劃節(jié)點(diǎn)通過(guò)將Plan結(jié)構(gòu)作為第一個(gè)字段從Plan結(jié)構(gòu)“派生”。這確保了在將節(jié)點(diǎn)轉(zhuǎn)換為計(jì)劃節(jié)點(diǎn)時(shí)能正常工作。(在執(zhí)行器中以通用方式傳遞時(shí)，節(jié)點(diǎn)指針經(jīng)常被轉(zhuǎn)換為Plan *)
/* ----------------
* Plan node
*
* All plan nodes "derive" from the Plan structure by having the
* Plan structure as the first field. This ensures that everything works
* when nodes are cast to Plan's. (node pointers are frequently cast to Plan*
* when passed around generically in the executor)
* 所有計(jì)劃節(jié)點(diǎn)通過(guò)將Plan結(jié)構(gòu)作為第一個(gè)字段從Plan結(jié)構(gòu)“派生”。
* 這確保了在將節(jié)點(diǎn)轉(zhuǎn)換為計(jì)劃節(jié)點(diǎn)時(shí)，一切都能正常工作。
* (在執(zhí)行器中以通用方式傳遞時(shí)，節(jié)點(diǎn)指針經(jīng)常被轉(zhuǎn)換為Plan *)
*
* We never actually instantiate any Plan nodes; this is just the common
* abstract superclass for all Plan-type nodes.
* 從未實(shí)例化任何Plan節(jié)點(diǎn);這只是所有Plan-type節(jié)點(diǎn)的通用抽象超類。
* ----------------
*/
typedef struct Plan
{
NodeTag type;//節(jié)點(diǎn)類型
/*
* 成本估算信息;estimated execution costs for plan (see costsize.c for more info)
*/
Cost startup_cost; /* 啟動(dòng)成本;cost expended before fetching any tuples */
Cost total_cost; /* 總成本;total cost (assuming all tuples fetched) */
/*
* 優(yōu)化器估算信息;planner's estimate of result size of this plan step
*/
double plan_rows; /* 行數(shù);number of rows plan is expected to emit */
int plan_width; /* 平均行大小(Byte為單位);average row width in bytes */
/*
* 并行執(zhí)行相關(guān)的信息;information needed for parallel query
*/
bool parallel_aware; /* 是否參與并行執(zhí)行邏輯?engage parallel-aware logic? */
bool parallel_safe; /* 是否并行安全;OK to use as part of parallel plan? */
/*
* Plan類型節(jié)點(diǎn)通用的信息.Common structural data for all Plan types.
*/
int plan_node_id; /* unique across entire final plan tree */
List *targetlist; /* target list to be computed at this node */
List *qual; /* implicitly-ANDed qual conditions */
struct Plan *lefttree; /* input plan tree(s) */
struct Plan *righttree;
List *initPlan; /* Init Plan nodes (un-correlated expr
* subselects) */
/*
* Information for management of parameter-change-driven rescanning
* parameter-change-driven重掃描的管理信息.
*
* extParam includes the paramIDs of all external PARAM_EXEC params
* affecting this plan node or its children. setParam params from the
* node's initPlans are not included, but their extParams are.
*
* allParam includes all the extParam paramIDs, plus the IDs of local
* params that affect the node (i.e., the setParams of its initplans).
* These are _all_ the PARAM_EXEC params that affect this node.
*/
Bitmapset *extParam;
Bitmapset *allParam;
} Plan;create_join_plan函數(shù)創(chuàng)建Join Plan節(jié)點(diǎn).Join可以分為Merge Join/Hash Join/NestLoop Join三種,相應(yīng)的實(shí)現(xiàn)函數(shù)是create_nestloop_plan/create_mergejoin_plan/create_hashjoin_plan.
//------------------------------------------------------------------ create_join_plan
/*
* create_join_plan
* Create a join plan for 'best_path' and (recursively) plans for its
* inner and outer paths.
* 創(chuàng)建連接計(jì)劃Plan節(jié)點(diǎn).
*/
static Plan *
create_join_plan(PlannerInfo *root, JoinPath *best_path)
{
Plan *plan;
List *gating_clauses;
switch (best_path->path.pathtype)
{
case T_MergeJoin://Merge Join
plan = (Plan *) create_mergejoin_plan(root,
(MergePath *) best_path);
break;
case T_HashJoin://Hash Join
plan = (Plan *) create_hashjoin_plan(root,
(HashPath *) best_path);
break;
case T_NestLoop://NestLoop Join
plan = (Plan *) create_nestloop_plan(root,
(NestPath *) best_path);
break;
default://目前僅支持上述三種
elog(ERROR, "unrecognized node type: %d",
(int) best_path->path.pathtype);
plan = NULL; /* keep compiler quiet */
break;
}
/*
* If there are any pseudoconstant clauses attached to this node, insert a
* gating Result node that evaluates the pseudoconstants as one-time
* quals.
* 如果這個(gè)節(jié)點(diǎn)上附加了偽常量子句，插入一個(gè)gating Result節(jié)點(diǎn)，該節(jié)點(diǎn)將偽常量計(jì)算為一次性條件quals。
*/
gating_clauses = get_gating_quals(root, best_path->joinrestrictinfo);
if (gating_clauses)
plan = create_gating_plan(root, (Path *) best_path, plan,
gating_clauses);
#ifdef NOT_USED
/*
* * Expensive function pullups may have pulled local predicates * into
* this path node. Put them in the qpqual of the plan node. * JMH,
* 6/15/92
* pullups函數(shù)可能已經(jīng)把本地謂詞上拉到該訪問(wèn)路徑節(jié)點(diǎn)中,把這些信息放在Plan節(jié)點(diǎn)的qpqual中
*/
if (get_loc_restrictinfo(best_path) != NIL)
set_qpqual((Plan) plan,
list_concat(get_qpqual((Plan) plan),
get_actual_clauses(get_loc_restrictinfo(best_path))));
#endif
return plan;
}
//------------------------------------------ create_nestloop_plan
static NestLoop *
create_nestloop_plan(PlannerInfo *root,
NestPath *best_path)
{
NestLoop *join_plan;
Plan *outer_plan;
Plan *inner_plan;
List *tlist = build_path_tlist(root, &best_path->path);
List *joinrestrictclauses = best_path->joinrestrictinfo;
List *joinclauses;
List *otherclauses;
Relids outerrelids;
List *nestParams;
Relids saveOuterRels = root->curOuterRels;
ListCell *cell;
ListCell *prev;
ListCell *next;
/* NestLoop can project, so no need to be picky about child tlists */
//NestLoop可以執(zhí)行投影操作,所以不需要關(guān)心子計(jì)劃的tlists
//遞歸調(diào)用生成外表計(jì)劃
outer_plan = create_plan_recurse(root, best_path->outerjoinpath, 0);
/* For a nestloop, include outer relids in curOuterRels for inner side */
//對(duì)于nestloop,對(duì)應(yīng)內(nèi)側(cè)的curOuterRels中需要包含外表的relids
root->curOuterRels = bms_union(root->curOuterRels,
best_path->outerjoinpath->parent->relids);
//遞歸調(diào)用生成內(nèi)表計(jì)劃
inner_plan = create_plan_recurse(root, best_path->innerjoinpath, 0);
/* Restore curOuterRels */
//恢復(fù)curOuterRels
bms_free(root->curOuterRels);
root->curOuterRels = saveOuterRels;
/* Sort join qual clauses into best execution order */
//排序連接條件
joinrestrictclauses = order_qual_clauses(root, joinrestrictclauses);
/* Get the join qual clauses (in plain expression form) */
/* Any pseudoconstant clauses are ignored here */
//獲取連接條件子句,在這里,會(huì)忽略偽常量
if (IS_OUTER_JOIN(best_path->jointype))
{
extract_actual_join_clauses(joinrestrictclauses,
best_path->path.parent->relids,
&joinclauses, &otherclauses);//外連接
}
else
{
/* We can treat all clauses alike for an inner join */
//內(nèi)連接
joinclauses = extract_actual_clauses(joinrestrictclauses, false);
otherclauses = NIL;
}
/* Replace any outer-relation variables with nestloop params */
//使用nestloop參數(shù)替代外表變量
if (best_path->path.param_info)
{
joinclauses = (List *)
replace_nestloop_params(root, (Node *) joinclauses);
otherclauses = (List *)
replace_nestloop_params(root, (Node *) otherclauses);
}
/*
* Identify any nestloop parameters that should be supplied by this join
* node, and move them from root->curOuterParams to the nestParams list.
* 確定這個(gè)連接節(jié)點(diǎn)應(yīng)該提供的所有nestloop連接參數(shù)，
* 并將它們從root->curOuterParams移動(dòng)到nestParams鏈表中。
*/
outerrelids = best_path->outerjoinpath->parent->relids;
nestParams = NIL;
prev = NULL;
for (cell = list_head(root->curOuterParams); cell; cell = next)//遍歷curOuterParams
{
NestLoopParam *nlp = (NestLoopParam *) lfirst(cell);//獲取參數(shù)
next = lnext(cell);
if (IsA(nlp->paramval, Var) &&
bms_is_member(nlp->paramval->varno, outerrelids))//Var變量,而且是外層的relids
{
root->curOuterParams = list_delete_cell(root->curOuterParams,
cell, prev);
nestParams = lappend(nestParams, nlp);
}
else if (IsA(nlp->paramval, PlaceHolderVar) &&//PHV
bms_overlap(((PlaceHolderVar *) nlp->paramval)->phrels,
outerrelids) &&
bms_is_subset(find_placeholder_info(root,
(PlaceHolderVar *) nlp->paramval,
false)->ph_eval_at,
outerrelids))
{
root->curOuterParams = list_delete_cell(root->curOuterParams,
cell, prev);
nestParams = lappend(nestParams, nlp);
}
else
prev = cell;//直接賦值
}
join_plan = make_nestloop(tlist,
joinclauses,
otherclauses,
nestParams,
outer_plan,
inner_plan,
best_path->jointype,
best_path->inner_unique);//構(gòu)造nestloop訪問(wèn)節(jié)點(diǎn)
copy_generic_path_info(&join_plan->join.plan, &best_path->path);
return join_plan;
}
//------------------------------------------ create_mergejoin_plan
static MergeJoin *
create_mergejoin_plan(PlannerInfo *root,
MergePath *best_path)
{
MergeJoin *join_plan;
Plan *outer_plan;
Plan *inner_plan;
List *tlist = build_path_tlist(root, &best_path->jpath.path);
List *joinclauses;
List *otherclauses;
List *mergeclauses;
List *outerpathkeys;
List *innerpathkeys;
int nClauses;
Oid *mergefamilies;
Oid *mergecollations;
int *mergestrategies;
bool *mergenullsfirst;
PathKey *opathkey;
EquivalenceClass *opeclass;
int i;
ListCell *lc;
ListCell *lop;
ListCell *lip;
Path *outer_path = best_path->jpath.outerjoinpath;
Path *inner_path = best_path->jpath.innerjoinpath;
/*
* MergeJoin can project, so we don't have to demand exact tlists from the
* inputs. However, if we're intending to sort an input's result, it's
* best to request a small tlist so we aren't sorting more data than
* necessary.
* MergeJoin可以進(jìn)行投影運(yùn)算，因此不必從輸入中要求精確的tlist。
* 然而，如果打算對(duì)輸入的結(jié)果進(jìn)行排序，最好是請(qǐng)求一個(gè)小的tlist，這樣就不會(huì)對(duì)多余的數(shù)據(jù)進(jìn)行排序。
*/
//對(duì)外表生成計(jì)劃Plan
outer_plan = create_plan_recurse(root, best_path->jpath.outerjoinpath,
(best_path->outersortkeys != NIL) ? CP_SMALL_TLIST : 0);
//對(duì)內(nèi)部生成計(jì)劃Plan
inner_plan = create_plan_recurse(root, best_path->jpath.innerjoinpath,
(best_path->innersortkeys != NIL) ? CP_SMALL_TLIST : 0);
/* Sort join qual clauses into best execution order */
/* NB: do NOT reorder the mergeclauses */
//排序連接條件
joinclauses = order_qual_clauses(root, best_path->jpath.joinrestrictinfo);
/* Get the join qual clauses (in plain expression form) */
/* Any pseudoconstant clauses are ignored here */
//獲取連接約束條件子句(以扁平化的形式)
if (IS_OUTER_JOIN(best_path->jpath.jointype))
{
extract_actual_join_clauses(joinclauses,
best_path->jpath.path.parent->relids,
&joinclauses, &otherclauses);
}
else
{
/* We can treat all clauses alike for an inner join */
//以內(nèi)連接的方式處理所有條件子句
joinclauses = extract_actual_clauses(joinclauses, false);
otherclauses = NIL;
}
/*
* Remove the mergeclauses from the list of join qual clauses, leaving the
* list of quals that must be checked as qpquals.
* 從join qual子句鏈表中刪除mergeclauses，將必須檢查為qpquals的quals鏈表保留下來(lái)。
*/
mergeclauses = get_actual_clauses(best_path->path_mergeclauses);
joinclauses = list_difference(joinclauses, mergeclauses);
/*
* Replace any outer-relation variables with nestloop params. There
* should not be any in the mergeclauses.
* 使用nestloop參數(shù)替代外表變量.這些變量不應(yīng)在mergeclauses中出現(xiàn).
*/
if (best_path->jpath.path.param_info)
{
joinclauses = (List *)
replace_nestloop_params(root, (Node *) joinclauses);//連接條件
otherclauses = (List *)
replace_nestloop_params(root, (Node *) otherclauses);//其他條件
}
/*
* Rearrange mergeclauses, if needed, so that the outer variable is always
* on the left; mark the mergeclause restrictinfos with correct
* outer_is_left status.
* 如果需要，重新安排mergeclauses，使外部變量總是在左邊;
* 用正確的outer_is_left狀態(tài)標(biāo)記mergeclause restrictinfos。
*/
mergeclauses = get_switched_clauses(best_path->path_mergeclauses,
best_path->jpath.outerjoinpath->parent->relids);
/*
* Create explicit sort nodes for the outer and inner paths if necessary.
* 如需要?jiǎng)?chuàng)建顯式的Sort節(jié)點(diǎn)
*/
if (best_path->outersortkeys)
{
Relids outer_relids = outer_path->parent->relids;
Sort *sort = make_sort_from_pathkeys(outer_plan,
best_path->outersortkeys,
outer_relids);
label_sort_with_costsize(root, sort, -1.0);
outer_plan = (Plan *) sort;
outerpathkeys = best_path->outersortkeys;
}
else
outerpathkeys = best_path->jpath.outerjoinpath->pathkeys;
if (best_path->innersortkeys)
{
Relids inner_relids = inner_path->parent->relids;
Sort *sort = make_sort_from_pathkeys(inner_plan,
best_path->innersortkeys,
inner_relids);
label_sort_with_costsize(root, sort, -1.0);
inner_plan = (Plan *) sort;
innerpathkeys = best_path->innersortkeys;
}
else
innerpathkeys = best_path->jpath.innerjoinpath->pathkeys;
/*
* If specified, add a materialize node to shield the inner plan from the
* need to handle mark/restore.
* 如指定物化,則添加物化節(jié)點(diǎn)
*/
if (best_path->materialize_inner)
{
Plan *matplan = (Plan *) make_material(inner_plan);
/*
* We assume the materialize will not spill to disk, and therefore
* charge just cpu_operator_cost per tuple. (Keep this estimate in
* sync with final_cost_mergejoin.)
* 假設(shè)materialize不會(huì)溢出到磁盤，因此每個(gè)元組的成本為cpu_operator_cost。
* (讓這個(gè)估計(jì)與final_cost_mergejoin保持同步。)
*/
copy_plan_costsize(matplan, inner_plan);
matplan->total_cost += cpu_operator_cost * matplan->plan_rows;
inner_plan = matplan;
}
/*
* Compute the opfamily/collation/strategy/nullsfirst arrays needed by the
* executor. The information is in the pathkeys for the two inputs, but
* we need to be careful about the possibility of mergeclauses sharing a
* pathkey, as well as the possibility that the inner pathkeys are not in
* an order matching the mergeclauses.
* 計(jì)算執(zhí)行器需要的opfamily/collation/strategy/nullsfirst數(shù)組。
* 信息在這兩個(gè)輸入的pathkeys中，但是需要注意mergeclauses共享一個(gè)pathkey的可能性，
* 以及內(nèi)表路徑鍵不符合mergeclauses順序的可能性。
*/
nClauses = list_length(mergeclauses);
Assert(nClauses == list_length(best_path->path_mergeclauses));
mergefamilies = (Oid *) palloc(nClauses * sizeof(Oid));//申請(qǐng)內(nèi)存
mergecollations = (Oid *) palloc(nClauses * sizeof(Oid));
mergestrategies = (int *) palloc(nClauses * sizeof(int));
mergenullsfirst = (bool *) palloc(nClauses * sizeof(bool));
opathkey = NULL;
opeclass = NULL;
lop = list_head(outerpathkeys);
lip = list_head(innerpathkeys);
i = 0;
foreach(lc, best_path->path_mergeclauses)//遍歷條件
{
RestrictInfo *rinfo = lfirst_node(RestrictInfo, lc);
EquivalenceClass *oeclass;
EquivalenceClass *ieclass;
PathKey *ipathkey = NULL;
EquivalenceClass *ipeclass = NULL;
bool first_inner_match = false;
/* fetch outer/inner eclass from mergeclause */
//從mergeclause中獲取outer/inner等價(jià)類
if (rinfo->outer_is_left)
{
oeclass = rinfo->left_ec;
ieclass = rinfo->right_ec;
}
else
{
oeclass = rinfo->right_ec;
ieclass = rinfo->left_ec;
}
Assert(oeclass != NULL);
Assert(ieclass != NULL);
/*
* We must identify the pathkey elements associated with this clause
* by matching the eclasses (which should give a unique match, since
* the pathkey lists should be canonical). In typical cases the merge
* clauses are one-to-one with the pathkeys, but when dealing with
* partially redundant query conditions, things are more complicated.
* 必須通過(guò)匹配等價(jià)類eclasses來(lái)標(biāo)識(shí)與此子句關(guān)聯(lián)的pathkey元素
* (它應(yīng)該提供唯一的匹配，因?yàn)閜athkey鏈表應(yīng)該是規(guī)范的)。
* 在典型的情況下，merge子句與pathkey是一對(duì)一的，但是在處理部分冗余查詢條件時(shí)，事情就有些復(fù)雜了。
*
* lop and lip reference the first as-yet-unmatched pathkey elements.
* If they're NULL then all pathkey elements have been matched.
* lop和lip引用第一個(gè)尚未匹配的pathkey元素。如果它們?yōu)榭眨敲此械膒athkey元素都已匹配。
*
* The ordering of the outer pathkeys should match the mergeclauses,
* by construction (see find_mergeclauses_for_outer_pathkeys()). There
* could be more than one mergeclause for the same outer pathkey, but
* no pathkey may be entirely skipped over.
* 通過(guò)處理，外表pathkey順序應(yīng)該與mergeclauses匹配(參見find_mergeclauses_for_outer_pathkeys()函數(shù))。
* 同一個(gè)外表pathkey可以有多個(gè)mergeclause，但是不能完全跳過(guò)所有pathkey。
*/
if (oeclass != opeclass) /* multiple matches are not interesting */
{
/* doesn't match the current opathkey, so must match the next */
//與當(dāng)前的opathkey不匹配,那么必須與接下來(lái)的匹配
if (lop == NULL)
elog(ERROR, "outer pathkeys do not match mergeclauses");
opathkey = (PathKey *) lfirst(lop);
opeclass = opathkey->pk_eclass;
lop = lnext(lop);
if (oeclass != opeclass)
elog(ERROR, "outer pathkeys do not match mergeclauses");
}
/*
* The inner pathkeys likewise should not have skipped-over keys, but
* it's possible for a mergeclause to reference some earlier inner
* pathkey if we had redundant pathkeys. For example we might have
* mergeclauses like "o.a = i.x AND o.b = i.y AND o.c = i.x". The
* implied inner ordering is then "ORDER BY x, y, x", but the pathkey
* mechanism drops the second sort by x as redundant, and this code
* must cope.
* 同樣，內(nèi)表pathkey也不應(yīng)該有skipped-over keys，但是如果我們有冗余的路徑鍵，
* mergeclause可以引用一些早期的內(nèi)部路徑鍵。
* 例如，我們可能存在下面的mergeclauses，比如"o.a = i.x AND o.b = i.y AND o.c = i.x"。
* 隱含的內(nèi)部排序是“x, y, x的排序”，但是pathkey機(jī)制將按x排序視為多余并刪除，在這里必須處理這種情況。
*
* It's also possible for the implied inner-rel ordering to be like
* "ORDER BY x, y, x DESC". We still drop the second instance of x as
* redundant; but this means that the sort ordering of a redundant
* inner pathkey should not be considered significant. So we must
* detect whether this is the first clause matching an inner pathkey.
* 對(duì)于隱含的內(nèi)表排序，也有可能是“ORDER BY x, y, x DESC”。
* 仍然將x的第二個(gè)實(shí)例視為冗余并刪除;
* 但是這意味著冗余的內(nèi)表pathkey的排序順序不應(yīng)該被認(rèn)為是重要的。
* 因此，我們必須檢測(cè)這是否是與內(nèi)表pathkey匹配的第一個(gè)子句。
*
*/
if (lip)
{
ipathkey = (PathKey *) lfirst(lip);
ipeclass = ipathkey->pk_eclass;
if (ieclass == ipeclass)
{
/* successful first match to this inner pathkey */
//成功匹配
lip = lnext(lip);
first_inner_match = true;
}
}
if (!first_inner_match)
{
/* redundant clause ... must match something before lip */
//多余的條件子句,必須在lip前匹配某些pathkey
ListCell *l2;
foreach(l2, innerpathkeys)
{
if (l2 == lip)
break;
ipathkey = (PathKey *) lfirst(l2);
ipeclass = ipathkey->pk_eclass;
if (ieclass == ipeclass)
break;
}
if (ieclass != ipeclass)
elog(ERROR, "inner pathkeys do not match mergeclauses");
}
/*
* The pathkeys should always match each other as to opfamily and
* collation (which affect equality), but if we're considering a
* redundant inner pathkey, its sort ordering might not match. In
* such cases we may ignore the inner pathkey's sort ordering and use
* the outer's. (In effect, we're lying to the executor about the
* sort direction of this inner column, but it does not matter since
* the run-time row comparisons would only reach this column when
* there's equality for the earlier column containing the same eclass.
* There could be only one value in this column for the range of inner
* rows having a given value in the earlier column, so it does not
* matter which way we imagine this column to be ordered.) But a
* non-redundant inner pathkey had better match outer's ordering too.
* 對(duì)于opfamily和collation(這會(huì)影響等式)，pathkey應(yīng)該總是匹配的，
* 但是如果我們考慮一個(gè)冗余的內(nèi)表pathkey，它的排序順序可能不匹配。
* 在這種情況下，我們可以忽略內(nèi)表pathkey的排序順序，而使用外表訪問(wèn)路徑。
* (實(shí)際上，是在內(nèi)表列的排序方向上欺騙執(zhí)行器，但這無(wú)關(guān)緊要，
* 因?yàn)檫\(yùn)行時(shí)行比較只在包含相同eclass的前一列相等時(shí)才會(huì)到達(dá)這一列。
* 對(duì)于在前一列中具有給定值的內(nèi)部行范圍，在此列中只能有一個(gè)值，
* 因此我們認(rèn)為該列的順序如何并不重要。)
* 而一個(gè)非冗余的內(nèi)部路徑也最好與外部的排序匹配。
*/
if (opathkey->pk_opfamily != ipathkey->pk_opfamily ||
opathkey->pk_eclass->ec_collation != ipathkey->pk_eclass->ec_collation)
elog(ERROR, "left and right pathkeys do not match in mergejoin");
if (first_inner_match &&
(opathkey->pk_strategy != ipathkey->pk_strategy ||
opathkey->pk_nulls_first != ipathkey->pk_nulls_first))
elog(ERROR, "left and right pathkeys do not match in mergejoin");
/* OK, save info for executor */
mergefamilies[i] = opathkey->pk_opfamily;
mergecollations[i] = opathkey->pk_eclass->ec_collation;
mergestrategies[i] = opathkey->pk_strategy;
mergenullsfirst[i] = opathkey->pk_nulls_first;
i++;
}
/*
* Note: it is not an error if we have additional pathkey elements (i.e.,
* lop or lip isn't NULL here). The input paths might be better-sorted
* than we need for the current mergejoin.
* 注意:如果有額外的pathkey元素(例如， lop或lip在這里不是空的)。
* 輸入路徑可能比當(dāng)前合并連接所需的排序更好。
*/
/*
* Now we can build the mergejoin node.
* 創(chuàng)建mergejoin節(jié)點(diǎn)
*/
join_plan = make_mergejoin(tlist,
joinclauses,
otherclauses,
mergeclauses,
mergefamilies,
mergecollations,
mergestrategies,
mergenullsfirst,
outer_plan,
inner_plan,
best_path->jpath.jointype,
best_path->jpath.inner_unique,
best_path->skip_mark_restore);
/* Costs of sort and material steps are included in path cost already */
//排序和物化步驟一包含在訪問(wèn)路徑的成本中
copy_generic_path_info(&join_plan->join.plan, &best_path->jpath.path);
return join_plan;
}
//------------------------------------------ create_hashjoin_plan
static HashJoin *
create_hashjoin_plan(PlannerInfo *root,
HashPath *best_path)
{
HashJoin *join_plan;
Hash *hash_plan;
Plan *outer_plan;
Plan *inner_plan;
List *tlist = build_path_tlist(root, &best_path->jpath.path);
List *joinclauses;
List *otherclauses;
List *hashclauses;
Oid skewTable = InvalidOid;
AttrNumber skewColumn = InvalidAttrNumber;
bool skewInherit = false;
/*
* HashJoin can project, so we don't have to demand exact tlists from the
* inputs. However, it's best to request a small tlist from the inner
* side, so that we aren't storing more data than necessary. Likewise, if
* we anticipate batching, request a small tlist from the outer side so
* that we don't put extra data in the outer batch files.
* HashJoin可以進(jìn)行投影運(yùn)算，因此我們不必從輸入中要求精確的tlist。
* 但是，最好從內(nèi)部請(qǐng)求一個(gè)小tlist，這樣就不需要存儲(chǔ)過(guò)多的數(shù)據(jù)。
* 同樣，如果我們進(jìn)行預(yù)批處理，從外部請(qǐng)求一個(gè)小tlist，這樣就不會(huì)在外部批處理文件中添加額外的數(shù)據(jù)。
*/
outer_plan = create_plan_recurse(root, best_path->jpath.outerjoinpath,
(best_path->num_batches > 1) ? CP_SMALL_TLIST : 0);
inner_plan = create_plan_recurse(root, best_path->jpath.innerjoinpath,
CP_SMALL_TLIST);
/* Sort join qual clauses into best execution order */
joinclauses = order_qual_clauses(root, best_path->jpath.joinrestrictinfo);
/* There's no point in sorting the hash clauses ... */
/* Get the join qual clauses (in plain expression form) */
/* Any pseudoconstant clauses are ignored here */
if (IS_OUTER_JOIN(best_path->jpath.jointype))
{
extract_actual_join_clauses(joinclauses,
best_path->jpath.path.parent->relids,
&joinclauses, &otherclauses);
}
else
{
/* We can treat all clauses alike for an inner join */
joinclauses = extract_actual_clauses(joinclauses, false);
otherclauses = NIL;
}
/*
* Remove the hashclauses from the list of join qual clauses, leaving the
* list of quals that must be checked as qpquals.
* 從join qual子句列表中刪除hashclause，將必須檢查為qpquals的quals列表保留下來(lái)。
*/
hashclauses = get_actual_clauses(best_path->path_hashclauses);
joinclauses = list_difference(joinclauses, hashclauses);
/*
* Replace any outer-relation variables with nestloop params. There
* should not be any in the hashclauses.
* 用nestloop參數(shù)替換任何外部關(guān)系變量。而且不應(yīng)在hashclauses中出現(xiàn)。
*/
if (best_path->jpath.path.param_info)
{
joinclauses = (List *)
replace_nestloop_params(root, (Node *) joinclauses);
otherclauses = (List *)
replace_nestloop_params(root, (Node *) otherclauses);
}
/*
* Rearrange hashclauses, if needed, so that the outer variable is always
* on the left.
* 重新安排hashclausees,以便外表的Var出現(xiàn)在左側(cè)
*/
hashclauses = get_switched_clauses(best_path->path_hashclauses,
best_path->jpath.outerjoinpath->parent->relids);
/*
* If there is a single join clause and we can identify the outer variable
* as a simple column reference, supply its identity for possible use in
* skew optimization. (Note: in principle we could do skew optimization
* with multiple join clauses, but we'd have to be able to determine the
* most common combinations of outer values, which we don't currently have
* enough stats for.)
* 如果有一個(gè)連接條件子句，并且可以將外表變量標(biāo)識(shí)為一個(gè)簡(jiǎn)單的列引用，
* 那么可以通過(guò)提供它的標(biāo)識(shí)以表在列數(shù)據(jù)傾斜優(yōu)化中使用。
* (注意:原則上可以使用多個(gè)連接子句進(jìn)行傾斜優(yōu)化，
* 但我們必須能夠確定最常見的外部值組合，目前我們還沒(méi)有足夠的統(tǒng)計(jì)數(shù)據(jù)。)
*/
if (list_length(hashclauses) == 1)
{
OpExpr *clause = (OpExpr *) linitial(hashclauses);
Node *node;
Assert(is_opclause(clause));
node = (Node *) linitial(clause->args);
if (IsA(node, RelabelType))
node = (Node *) ((RelabelType *) node)->arg;
if (IsA(node, Var))
{
Var *var = (Var *) node;
RangeTblEntry *rte;
rte = root->simple_rte_array[var->varno];
if (rte->rtekind == RTE_RELATION)
{
skewTable = rte->relid;
skewColumn = var->varattno;
skewInherit = rte->inh;
}
}
}
/*
* Build the hash node and hash join node.
* 創(chuàng)建hash節(jié)點(diǎn)和hash join節(jié)點(diǎn)
*/
hash_plan = make_hash(inner_plan,
skewTable,
skewColumn,
skewInherit);//為內(nèi)表創(chuàng)建hash表
/*
* Set Hash node's startup & total costs equal to total cost of input
* plan; this only affects EXPLAIN display not decisions.
* 設(shè)置哈希節(jié)點(diǎn)的啟動(dòng)和總成本等于輸入的計(jì)劃總成本;
* 這只影響解釋顯示而不是決策。
*/
copy_plan_costsize(&hash_plan->plan, inner_plan);
hash_plan->plan.startup_cost = hash_plan->plan.total_cost;
/*
* If parallel-aware, the executor will also need an estimate of the total
* number of rows expected from all participants so that it can size the
* shared hash table.
* 如果需要并行，執(zhí)行器還需要估計(jì)所有參與者預(yù)期的行數(shù)，以便對(duì)共享哈希表進(jìn)行大小計(jì)算。
*/
if (best_path->jpath.path.parallel_aware)
{
hash_plan->plan.parallel_aware = true;
hash_plan->rows_total = best_path->inner_rows_total;
}
join_plan = make_hashjoin(tlist,
joinclauses,
otherclauses,
hashclauses,
outer_plan,
(Plan *) hash_plan,
best_path->jpath.jointype,
best_path->jpath.inner_unique);//創(chuàng)建hash join節(jié)點(diǎn)
copy_generic_path_info(&join_plan->join.plan, &best_path->jpath.path);
return join_plan;
}測(cè)試腳本如下
testdb=# explain select dw.*,grjf.grbh,grjf.xm,grjf.ny,grjf.je
testdb-# from t_dwxx dw,lateral (select gr.grbh,gr.xm,jf.ny,jf.je
testdb(# from t_grxx gr inner join t_jfxx jf
testdb(# on gr.dwbh = dw.dwbh
testdb(# and gr.grbh = jf.grbh) grjf
testdb-# where dw.dwbh in ('1001','1002')
testdb-# order by dw.dwbh;
QUERY PLAN
--------------------------------------------------------------------------------------------------
Sort (cost=2010.12..2010.17 rows=20 width=47)
Sort Key: dw.dwbh
-> Nested Loop (cost=14.24..2009.69 rows=20 width=47)
-> Hash Join (cost=13.95..2002.56 rows=20 width=32)
Hash Cond: ((gr.dwbh)::text = (dw.dwbh)::text)
-> Seq Scan on t_grxx gr (cost=0.00..1726.00 rows=100000 width=16)
-> Hash (cost=13.92..13.92 rows=2 width=20)
-> Index Scan using t_dwxx_pkey on t_dwxx dw (cost=0.29..13.92 rows=2 width=20)
Index Cond: ((dwbh)::text = ANY ('{1001,1002}'::text[]))
-> Index Scan using idx_t_jfxx_grbh on t_jfxx jf (cost=0.29..0.35 rows=1 width=20)
Index Cond: ((grbh)::text = (gr.grbh)::text)啟動(dòng)gdb,設(shè)置斷點(diǎn),進(jìn)入create_join_plan函數(shù)
(gdb) b create_join_plan Breakpoint 1 at 0x7b8426: file createplan.c, line 973. (gdb) c Continuing. Breakpoint 1, create_join_plan (root=0x2ef8a00, best_path=0x2f5ad40) at createplan.c:973 973 switch (best_path->path.pathtype)
查看輸入?yún)?shù),pathtype為T_NestLoop
(gdb) p *best_path
$3 = {path = {type = T_NestPath, pathtype = T_NestLoop, parent = 0x2f5a570, pathtarget = 0x2f5a788, param_info = 0x0,
parallel_aware = false, parallel_safe = true, parallel_workers = 0, rows = 20, startup_cost = 14.241722117799656,
total_cost = 2009.6908721177995, pathkeys = 0x0}, jointype = JOIN_INNER, inner_unique = false,
outerjoinpath = 0x2f58bb0, innerjoinpath = 0x2f56080, joinrestrictinfo = 0x0}進(jìn)入create_nestloop_plan
973 switch (best_path->path.pathtype) (gdb) n 984 plan = (Plan *) create_nestloop_plan(root, (gdb) step create_nestloop_plan (root=0x2f49180, best_path=0x2f5ad40) at createplan.c:3678 3678 List *tlist = build_path_tlist(root, &best_path->path);
nestloop join->創(chuàng)建tlist,獲取連接條件等
3678 List *tlist = build_path_tlist(root, &best_path->path); (gdb) n 3679 List *joinrestrictclauses = best_path->joinrestrictinfo; (gdb) 3684 Relids saveOuterRels = root->curOuterRels; (gdb) p root->curOuterRels $1 = (Relids) 0x0
nestloop join->調(diào)用create_plan_recurse創(chuàng)建outer_plan
(gdb) n 3690 outer_plan = create_plan_recurse(root, best_path->outerjoinpath, 0); (gdb) Breakpoint 1, create_join_plan (root=0x2f49180, best_path=0x2f58bb0) at createplan.c:973 973 switch (best_path->path.pathtype)
nestloop join->外表對(duì)應(yīng)的outer_plan為T_HashJoin
(gdb) p *best_path
$2 = {path = {type = T_HashPath, pathtype = T_HashJoin, parent = 0x2f572d0, pathtarget = 0x2f57508, param_info = 0x0,
parallel_aware = false, parallel_safe = true, parallel_workers = 0, rows = 20, startup_cost = 13.949222117799655,
total_cost = 2002.5604721177997, pathkeys = 0x0}, jointype = JOIN_INNER, inner_unique = true,
outerjoinpath = 0x2f512f0, innerjoinpath = 0x2f51e98, joinrestrictinfo = 0x2f577a8}
(gdb)nestloop join->進(jìn)入create_hashjoin_plan
(gdb) n 980 plan = (Plan *) create_hashjoin_plan(root, (gdb) step create_hashjoin_plan (root=0x2f49180, best_path=0x2f58bb0) at createplan.c:4093 4093 List *tlist = build_path_tlist(root, &best_path->jpath.path);
hash join->創(chuàng)建outer plan
(gdb)
4108 outer_plan = create_plan_recurse(root, best_path->jpath.outerjoinpath,
(gdb) p *best_path->jpath.outerjoinpath
$4 = {type = T_Path, pathtype = T_SeqScan, parent = 0x2f06090, pathtarget = 0x2f062c8, param_info = 0x0,
parallel_aware = false, parallel_safe = true, parallel_workers = 0, rows = 100000, startup_cost = 0, total_cost = 1726,
pathkeys = 0x0}hash join->創(chuàng)建inner plan
(gdb) p *best_path->jpath.innerjoinpath
$5 = {type = T_IndexPath, pathtype = T_IndexScan, parent = 0x2f04b60, pathtarget = 0x2f04d98, param_info = 0x0,
parallel_aware = false, parallel_safe = true, parallel_workers = 0, rows = 2, startup_cost = 0.28500000000000003,
total_cost = 13.924222117799655, pathkeys = 0x2f51e20}hash join->獲取連接條件
(gdb) n
4115 joinclauses = order_qual_clauses(root, best_path->jpath.joinrestrictinfo);
(gdb)
4120 if (IS_OUTER_JOIN(best_path->jpath.jointype))
(gdb) p *joinclauses
$6 = {type = T_List, length = 1, head = 0x2f57780, tail = 0x2f57780}hash join->處理連接條件&hash條件
(gdb) n
4137 hashclauses = get_actual_clauses(best_path->path_hashclauses);
(gdb)
4138 joinclauses = list_difference(joinclauses, hashclauses);
(gdb)
4144 if (best_path->jpath.path.param_info)
(gdb) p *hashclauses
$8 = {type = T_List, length = 1, head = 0x2f5d690, tail = 0x2f5d690}
(gdb) p *joinclauses
Cannot access memory at address 0x0hash join->變換位置,把外表的Var放在左側(cè)
(gdb) n 4156 hashclauses = get_switched_clauses(best_path->path_hashclauses, (gdb)
hash join->Hash連接條件只有一個(gè),進(jìn)行數(shù)據(jù)傾斜優(yōu)化
(gdb)
4167 if (list_length(hashclauses) == 1)
(gdb) n
4169 OpExpr *clause = (OpExpr *) linitial(hashclauses);
(gdb) n
4172 Assert(is_opclause(clause));
(gdb)
4173 node = (Node *) linitial(clause->args);
(gdb)
4174 if (IsA(node, RelabelType))
(gdb)
4175 node = (Node *) ((RelabelType *) node)->arg;
(gdb)
4176 if (IsA(node, Var))
(gdb)
4178 Var *var = (Var *) node;
(gdb)
4181 rte = root->simple_rte_array[var->varno];
(gdb) p *node
$9 = {type = T_Var}
(gdb) p *(Var *)node
$10 = {xpr = {type = T_Var}, varno = 3, varattno = 1, vartype = 1043, vartypmod = 14, varcollid = 100, varlevelsup = 0,
varnoold = 3, varoattno = 1, location = 208}
(gdb) n
4182 if (rte->rtekind == RTE_RELATION)
(gdb)
4184 skewTable = rte->relid;
(gdb)
4185 skewColumn = var->varattno;
(gdb)
4186 skewInherit = rte->inh;
(gdb)hash join->開始創(chuàng)建創(chuàng)建hash節(jié)點(diǎn)和hash join節(jié)點(diǎn)
創(chuàng)建hash節(jié)點(diǎn)(構(gòu)建Hash表)
4194 hash_plan = make_hash(inner_plan,
(gdb) n
4203 copy_plan_costsize(&hash_plan->plan, inner_plan);
(gdb)
4204 hash_plan->plan.startup_cost = hash_plan->plan.total_cost;
(gdb) p *hash_plan
$11 = {plan = {type = T_Hash, startup_cost = 0.28500000000000003, total_cost = 13.924222117799655, plan_rows = 2,
plan_width = 20, parallel_aware = false, parallel_safe = true, plan_node_id = 0, targetlist = 0x2f5d250, qual = 0x0,
lefttree = 0x2f58428, righttree = 0x0, initPlan = 0x0, extParam = 0x0, allParam = 0x0}, skewTable = 16742,
skewColumn = 1, skewInherit = false, rows_total = 0}hash join->創(chuàng)建hash join節(jié)點(diǎn)
(gdb) n
4217 join_plan = make_hashjoin(tlist,
(gdb)
4226 copy_generic_path_info(&join_plan->join.plan, &best_path->jpath.path);
(gdb)
4228 return join_plan;
(gdb) p *join_plan
$13 = {join = {plan = {type = T_HashJoin, startup_cost = 13.949222117799655, total_cost = 2002.5604721177997,
plan_rows = 20, plan_width = 32, parallel_aware = false, parallel_safe = true, plan_node_id = 0,
targetlist = 0x2f5cb28, qual = 0x0, lefttree = 0x2f5ae98, righttree = 0x2f5d830, initPlan = 0x0, extParam = 0x0,
allParam = 0x0}, jointype = JOIN_INNER, inner_unique = true, joinqual = 0x0}, hashclauses = 0x2f5d7f8}hash join->回到create_nestloop_plan
(gdb) n create_nestloop_plan (root=0x2f49180, best_path=0x2f5ad40) at createplan.c:3694 3694 best_path->outerjoinpath->parent->relids); (gdb) n 3693 root->curOuterRels = bms_union(root->curOuterRels,
nestloop join->創(chuàng)建內(nèi)表Plan
(gdb) n
3696 inner_plan = create_plan_recurse(root, best_path->innerjoinpath, 0);
(gdb) p *best_path->innerjoinpath
$16 = {type = T_IndexPath, pathtype = T_IndexScan, parent = 0x2f06858, pathtarget = 0x2f06a70, param_info = 0x2f56910,
parallel_aware = false, parallel_safe = true, parallel_workers = 0, rows = 1, startup_cost = 0.29249999999999998,
total_cost = 0.34651999999999999, pathkeys = 0x2f56608}nestloop join->獲取連接條件子句
(gdb) n 3699 bms_free(root->curOuterRels); (gdb) 3700 root->curOuterRels = saveOuterRels; (gdb) 3703 joinrestrictclauses = order_qual_clauses(root, joinrestrictclauses); (gdb) 3707 if (IS_OUTER_JOIN(best_path->jointype)) (gdb) p *joinrestrictclauses Cannot access memory at address 0x0
nestloop join->獲取連接條件&參數(shù)化處理(相關(guān)值為NULL)
(gdb) n 3716 joinclauses = extract_actual_clauses(joinrestrictclauses, false); (gdb) 3717 otherclauses = NIL; (gdb) 3721 if (best_path->path.param_info) (gdb) p *joinclauses Cannot access memory at address 0x0 (gdb) p *best_path->path.param_info Cannot access memory at address 0x0
nestloop join->獲取外表的relids(外表為1和3號(hào)RTE的連接)
(gdb) n
3733 outerrelids = best_path->outerjoinpath->parent->relids;
(gdb)
3734 nestParams = NIL;
(gdb) p *outerrelids
$17 = {nwords = 1, words = 0x2f574ec}
(gdb) p *outerrelids->words
$18 = 10nestloop join->遍歷當(dāng)前的外表參數(shù)鏈表
(gdb) n
3735 prev = NULL;
(gdb)
3736 for (cell = list_head(root->curOuterParams); cell; cell = next)
(gdb) p *root->curOuterParams
$19 = {type = T_List, length = 1, head = 0x2f5df98, tail = 0x2f5df98}nestloop join->查看該參數(shù)信息,3號(hào)RTE編號(hào)為2的字段(即grbh)
(gdb) n
3738 NestLoopParam *nlp = (NestLoopParam *) lfirst(cell);
(gdb)
3740 next = lnext(cell);
(gdb) p *(NestLoopParam *)nlp
$21 = {type = T_NestLoopParam, paramno = 0, paramval = 0x2f54e50}
(gdb) p *nlp->paramval
$22 = {xpr = {type = T_Var}, varno = 3, varattno = 2, vartype = 1043, vartypmod = 14, varcollid = 100, varlevelsup = 0,
varnoold = 3, varoattno = 2, location = 273}nestloop join->把條件從root->curOuterParams移動(dòng)到nestParams鏈表中
(gdb) n
3741 if (IsA(nlp->paramval, Var) &&
(gdb) n
3742 bms_is_member(nlp->paramval->varno, outerrelids))
(gdb)
3741 if (IsA(nlp->paramval, Var) &&
(gdb)
3744 root->curOuterParams = list_delete_cell(root->curOuterParams,
(gdb)
3746 nestParams = lappend(nestParams, nlp);
(gdb)
3736 for (cell = list_head(root->curOuterParams); cell; cell = next)
(gdb) p *nestParams
$23 = {type = T_List, length = 1, head = 0x2f5df98, tail = 0x2f5df98}
(gdb) p *(Node *)nestParams->head->data.ptr_value
$24 = {type = T_NestLoopParam}
(gdb) p *(NestLoopParam *)nestParams->head->data.ptr_value
$25 = {type = T_NestLoopParam, paramno = 0, paramval = 0x2f54e50}
(gdb) set $nlp=(NestLoopParam *)nestParams->head->data.ptr_value
(gdb) p $nlp->paramval
$26 = (Var *) 0x2f54e50
(gdb) p *$nlp->paramval
$27 = {xpr = {type = T_Var}, varno = 3, varattno = 2, vartype = 1043, vartypmod = 14, varcollid = 100, varlevelsup = 0,
varnoold = 3, varoattno = 2, location = 273}
(gdb)nestloop join->創(chuàng)建nestloop join節(jié)點(diǎn)
(gdb) n
3771 best_path->inner_unique);
(gdb)
3764 join_plan = make_nestloop(tlist,
(gdb)
3773 copy_generic_path_info(&join_plan->join.plan, &best_path->path);
(gdb)
3775 return join_plan;
(gdb) p *join_plan
$28 = {join = {plan = {type = T_NestLoop, startup_cost = 14.241722117799656, total_cost = 2009.6908721177995,
plan_rows = 20, plan_width = 47, parallel_aware = false, parallel_safe = true, plan_node_id = 0,
targetlist = 0x2f5c770, qual = 0x0, lefttree = 0x2f5d8c8, righttree = 0x2f59ed0, initPlan = 0x0, extParam = 0x0,
allParam = 0x0}, jointype = JOIN_INNER, inner_unique = false, joinqual = 0x0}, nestParams = 0x2f5dfc0}
(gdb)“PostgreSQL中create_plan函數(shù)連接計(jì)劃的實(shí)現(xiàn)過(guò)程是什么”的內(nèi)容就介紹到這里了，感謝大家的閱讀。如果想了解更多行業(yè)相關(guān)的知識(shí)可以關(guān)注億速云網(wǎng)站，小編將為大家輸出更多高質(zhì)量的實(shí)用文章！
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