PostgreSQL 源码解读(40)- 查询语句#25(query_planner函数#3)

发布时间:2020-08-09 23:06:10 作者:husthxd
来源:ITPUB博客 阅读:295

上一小节介绍了函数query_planner的主处理逻辑以及setup_simple_rel_arrays和setup_append_rel_array两个子函数的实现逻辑,本节继续介绍函数query_planner中的add_base_rels_to_query函数。

一、重要的数据结构

Relation

 /*
  * Here are the contents of a relation cache entry.
  */
 
 typedef struct RelationData
 {
     RelFileNode rd_node;        /* relation physical identifier */
     /* use "struct" here to avoid needing to include smgr.h: */
     struct SMgrRelationData *rd_smgr;   /* cached file handle, or NULL */
     int         rd_refcnt;      /* reference count */
     BackendId   rd_backend;     /* owning backend id, if temporary relation */
     bool        rd_islocaltemp; /* rel is a temp rel of this session */
     bool        rd_isnailed;    /* rel is nailed in cache */
     bool        rd_isvalid;     /* relcache entry is valid */
     char        rd_indexvalid;  /* state of rd_indexlist: 0 = not valid, 1 =
                                  * valid, 2 = temporarily forced */
     bool        rd_statvalid;   /* is rd_statlist valid? */
 
     /*
      * rd_createSubid is the ID of the highest subtransaction the rel has
      * survived into; or zero if the rel was not created in the current top
      * transaction.  This can be now be relied on, whereas previously it could
      * be "forgotten" in earlier releases. Likewise, rd_newRelfilenodeSubid is
      * the ID of the highest subtransaction the relfilenode change has
      * survived into, or zero if not changed in the current transaction (or we
      * have forgotten changing it). rd_newRelfilenodeSubid can be forgotten
      * when a relation has multiple new relfilenodes within a single
      * transaction, with one of them occurring in a subsequently aborted
      * subtransaction, e.g. BEGIN; TRUNCATE t; SAVEPOINT save; TRUNCATE t;
      * ROLLBACK TO save; -- rd_newRelfilenode is now forgotten
      */
     SubTransactionId rd_createSubid;    /* rel was created in current xact */
     SubTransactionId rd_newRelfilenodeSubid;    /* new relfilenode assigned in
                                                  * current xact */
 
     Form_pg_class rd_rel;       /* RELATION tuple */
     TupleDesc   rd_att;         /* tuple descriptor */
     Oid         rd_id;          /* relation's object id */
     LockInfoData rd_lockInfo;   /* lock mgr's info for locking relation */
     RuleLock   *rd_rules;       /* rewrite rules */
     MemoryContext rd_rulescxt;  /* private memory cxt for rd_rules, if any */
     TriggerDesc *trigdesc;      /* Trigger info, or NULL if rel has none */
     /* use "struct" here to avoid needing to include rowsecurity.h: */
     struct RowSecurityDesc *rd_rsdesc;  /* row security policies, or NULL */
 
     /* data managed by RelationGetFKeyList: */
     List       *rd_fkeylist;    /* list of ForeignKeyCacheInfo (see below) */
     bool        rd_fkeyvalid;   /* true if list has been computed */
 
     MemoryContext rd_partkeycxt;    /* private memory cxt for the below */
     struct PartitionKeyData *rd_partkey;    /* partition key, or NULL */
     MemoryContext rd_pdcxt;     /* private context for partdesc */
     struct PartitionDescData *rd_partdesc;  /* partitions, or NULL */
     List       *rd_partcheck;   /* partition CHECK quals */
 
     /* data managed by RelationGetIndexList: */
     List       *rd_indexlist;   /* list of OIDs of indexes on relation */
     Oid         rd_oidindex;    /* OID of unique index on OID, if any */
     Oid         rd_pkindex;     /* OID of primary key, if any */
     Oid         rd_replidindex; /* OID of replica identity index, if any */
 
     /* data managed by RelationGetStatExtList: */
     List       *rd_statlist;    /* list of OIDs of extended stats */
 
     /* data managed by RelationGetIndexAttrBitmap: */
     Bitmapset  *rd_indexattr;   /* columns used in non-projection indexes */
     Bitmapset  *rd_projindexattr;   /* columns used in projection indexes */
     Bitmapset  *rd_keyattr;     /* cols that can be ref'd by foreign keys */
     Bitmapset  *rd_pkattr;      /* cols included in primary key */
     Bitmapset  *rd_idattr;      /* included in replica identity index */
     Bitmapset  *rd_projidx;     /* Oids of projection indexes */
 
     PublicationActions *rd_pubactions;  /* publication actions */
 
     /*
      * rd_options is set whenever rd_rel is loaded into the relcache entry.
      * Note that you can NOT look into rd_rel for this data.  NULL means "use
      * defaults".
      */
     bytea      *rd_options;     /* parsed pg_class.reloptions */
 
     /* These are non-NULL only for an index relation: */
     Form_pg_index rd_index;     /* pg_index tuple describing this index */
     /* use "struct" here to avoid needing to include htup.h: */
     struct HeapTupleData *rd_indextuple;    /* all of pg_index tuple */
 
     /*
      * index access support info (used only for an index relation)
      *
      * Note: only default support procs for each opclass are cached, namely
      * those with lefttype and righttype equal to the opclass's opcintype. The
      * arrays are indexed by support function number, which is a sufficient
      * identifier given that restriction.
      *
      * Note: rd_amcache is available for index AMs to cache private data about
      * an index.  This must be just a cache since it may get reset at any time
      * (in particular, it will get reset by a relcache inval message for the
      * index).  If used, it must point to a single memory chunk palloc'd in
      * rd_indexcxt.  A relcache reset will include freeing that chunk and
      * setting rd_amcache = NULL.
      */
     Oid         rd_amhandler;   /* OID of index AM's handler function */
     MemoryContext rd_indexcxt;  /* private memory cxt for this stuff */
     /* use "struct" here to avoid needing to include amapi.h: */
     struct IndexAmRoutine *rd_amroutine;    /* index AM's API struct */
     Oid        *rd_opfamily;    /* OIDs of op families for each index col */
     Oid        *rd_opcintype;   /* OIDs of opclass declared input data types */
     RegProcedure *rd_support;   /* OIDs of support procedures */
     FmgrInfo   *rd_supportinfo; /* lookup info for support procedures */
     int16      *rd_indoption;   /* per-column AM-specific flags */
     List       *rd_indexprs;    /* index expression trees, if any */
     List       *rd_indpred;     /* index predicate tree, if any */
     Oid        *rd_exclops;     /* OIDs of exclusion operators, if any */
     Oid        *rd_exclprocs;   /* OIDs of exclusion ops' procs, if any */
     uint16     *rd_exclstrats;  /* exclusion ops' strategy numbers, if any */
     void       *rd_amcache;     /* available for use by index AM */
     Oid        *rd_indcollation;    /* OIDs of index collations */
 
     /*
      * foreign-table support
      *
      * rd_fdwroutine must point to a single memory chunk palloc'd in
      * CacheMemoryContext.  It will be freed and reset to NULL on a relcache
      * reset.
      */
 
     /* use "struct" here to avoid needing to include fdwapi.h: */
     struct FdwRoutine *rd_fdwroutine;   /* cached function pointers, or NULL */
 
     /*
      * Hack for CLUSTER, rewriting ALTER TABLE, etc: when writing a new
      * version of a table, we need to make any toast pointers inserted into it
      * have the existing toast table's OID, not the OID of the transient toast
      * table.  If rd_toastoid isn't InvalidOid, it is the OID to place in
      * toast pointers inserted into this rel.  (Note it's set on the new
      * version of the main heap, not the toast table itself.)  This also
      * causes toast_save_datum() to try to preserve toast value OIDs.
      */
     Oid         rd_toastoid;    /* Real TOAST table's OID, or InvalidOid */
 
     /* use "struct" here to avoid needing to include pgstat.h: */
     struct PgStat_TableStatus *pgstat_info; /* statistics collection area */
 } RelationData;
  
typedef struct RelationData *Relation;
 

IndexOptInfo
索引信息

 /*
  * IndexOptInfo
  *      Per-index information for planning/optimization
  *
  *      indexkeys[], indexcollations[] each have ncolumns entries.
  *      opfamily[], and opcintype[] each have nkeycolumns entries. They do
  *      not contain any information about included attributes.
  *
  *      sortopfamily[], reverse_sort[], and nulls_first[] have
  *      nkeycolumns entries, if the index is ordered; but if it is unordered,
  *      those pointers are NULL.
  *
  *      Zeroes in the indexkeys[] array indicate index columns that are
  *      expressions; there is one element in indexprs for each such column.
  *
  *      For an ordered index, reverse_sort[] and nulls_first[] describe the
  *      sort ordering of a forward indexscan; we can also consider a backward
  *      indexscan, which will generate the reverse ordering.
  *
  *      The indexprs and indpred expressions have been run through
  *      prepqual.c and eval_const_expressions() for ease of matching to
  *      WHERE clauses. indpred is in implicit-AND form.
  *
  *      indextlist is a TargetEntry list representing the index columns.
  *      It provides an equivalent base-relation Var for each simple column,
  *      and links to the matching indexprs element for each expression column.
  *
  *      While most of these fields are filled when the IndexOptInfo is created
  *      (by plancat.c), indrestrictinfo and predOK are set later, in
  *      check_index_predicates().
  */
 typedef struct IndexOptInfo
 {
     NodeTag     type;
 
     Oid         indexoid;       /* Index的OID,OID of the index relation */
     Oid         reltablespace;  /* Index的表空间,tablespace of index (not table) */
     RelOptInfo *rel;            /* 指向Relation的指针,back-link to index's table */
 
     /* index-size statistics (from pg_class and elsewhere) */
     BlockNumber pages;          /* Index的pages,number of disk pages in index */
     double      tuples;         /* Index的元组数,number of index tuples in index */
     int         tree_height;    /* 索引高度,index tree height, or -1 if unknown */
 
     /* index descriptor information */
     int         ncolumns;       /* 索引的列数,number of columns in index */
     int         nkeycolumns;    /* 索引的关键列数,number of key columns in index */
     int        *indexkeys;      /* column numbers of index's attributes both
                                  * key and included columns, or 0 */
     Oid        *indexcollations;    /* OIDs of collations of index columns */
     Oid        *opfamily;       /* OIDs of operator families for columns */
     Oid        *opcintype;      /* OIDs of opclass declared input data types */
     Oid        *sortopfamily;   /* OIDs of btree opfamilies, if orderable */
     bool       *reverse_sort;   /* 倒序?is sort order descending? */
     bool       *nulls_first;    /* NULLs值优先?do NULLs come first in the sort order? */
     bool       *canreturn;      /* 索引列可通过Index-Only Scan返回?which index cols can be returned in an
                                  * index-only scan? */
     Oid         relam;          /* 访问方法OID,OID of the access method (in pg_am) */
 
     List       *indexprs;       /* 非简单索引列表达式链表,如函数索引,expressions for non-simple index columns */
     List       *indpred;        /* predicate if a partial index, else NIL */
 
     List       *indextlist;     /* 投影列?targetlist representing index columns */
 
     List       *indrestrictinfo;    /* 索引约束条件,parent relation's baserestrictinfo
                                      * list, less any conditions implied by
                                      * the index's predicate (unless it's a
                                      * target rel, see comments in
                                      * check_index_predicates()) */
 
     bool        predOK;         /* True,如索引前导满足查询要求,true if index predicate matches query */
     bool        unique;         /* 唯一索引?true if a unique index */
     bool        immediate;      /* 唯一性校验是否立即生效?is uniqueness enforced immediately? */
     bool        hypothetical;   /* 虚拟索引?true if index doesn't really exist */
 
     /* Remaining fields are copied from the index AM's API struct: */
     //从Index Relation拷贝过来的AM(访问方法)API信息
     bool        amcanorderbyop; /* does AM support order by operator result? */
     bool        amoptionalkey;  /* can query omit key for the first column? */
     bool        amsearcharray;  /* can AM handle ScalarArrayOpExpr quals? */
     bool        amsearchnulls;  /* can AM search for NULL/NOT NULL entries? */
     bool        amhasgettuple;  /* does AM have amgettuple interface? */
     bool        amhasgetbitmap; /* does AM have amgetbitmap interface? */
     bool        amcanparallel;  /* does AM support parallel scan? */
     /* Rather than include amapi.h here, we declare amcostestimate like this */
     void        (*amcostestimate) ();   /* 访问方法的估算函数,AM's cost estimator */
 } IndexOptInfo;
 

ForeignKeyOptInfo
外键优化信息

 /*
  * ForeignKeyOptInfo
  *      Per-foreign-key information for planning/optimization
  *
  * The per-FK-column arrays can be fixed-size because we allow at most
  * INDEX_MAX_KEYS columns in a foreign key constraint.  Each array has
  * nkeys valid entries.
  */
 typedef struct ForeignKeyOptInfo
 {
     NodeTag     type;
 
     /* Basic data about the foreign key (fetched from catalogs): */
     Index       con_relid;      /* RT index of the referencing table */
     Index       ref_relid;      /* RT index of the referenced table */
     int         nkeys;          /* number of columns in the foreign key */
     AttrNumber  conkey[INDEX_MAX_KEYS]; /* cols in referencing table */
     AttrNumber  confkey[INDEX_MAX_KEYS];    /* cols in referenced table */
     Oid         conpfeqop[INDEX_MAX_KEYS];  /* PK = FK operator OIDs */
 
     /* Derived info about whether FK's equality conditions match the query: */
     int         nmatched_ec;    /* # of FK cols matched by ECs */
     int         nmatched_rcols; /* # of FK cols matched by non-EC rinfos */
     int         nmatched_ri;    /* total # of non-EC rinfos matched to FK */
     /* Pointer to eclass matching each column's condition, if there is one */
     struct EquivalenceClass *eclass[INDEX_MAX_KEYS];
     /* List of non-EC RestrictInfos matching each column's condition */
     List       *rinfos[INDEX_MAX_KEYS];
 } ForeignKeyOptInfo;
 

StatisticExtInfo


 /*
  * StatisticExtInfo
  *      Information about extended statistics for planning/optimization
  *
  * Each pg_statistic_ext row is represented by one or more nodes of this
  * type, or even zero if ANALYZE has not computed them.
  */
 typedef struct StatisticExtInfo
 {
     NodeTag     type;
 
     Oid         statOid;        /* OID of the statistics row */
     RelOptInfo *rel;            /* back-link to statistic's table */
     char        kind;           /* statistic kind of this entry */
     Bitmapset  *keys;           /* attnums of the columns covered */
 } StatisticExtInfo;

二、源码解读

add_base_rels_to_query函数构建查询的RelOptInfos
add_base_rels_to_query

/*
  * add_base_rels_to_query
  *
  *    Scan the query's jointree and create baserel RelOptInfos for all
  *    the base relations (ie, table, subquery, and function RTEs)
  *    appearing in the jointree.
  *
  * The initial invocation must pass root->parse->jointree as the value of
  * jtnode.  Internally, the function recurses through the jointree.
  *
  * At the end of this process, there should be one baserel RelOptInfo for
  * every non-join RTE that is used in the query.  Therefore, this routine
  * is the only place that should call build_simple_rel with reloptkind
  * RELOPT_BASEREL.  (Note: build_simple_rel recurses internally to build
  * "other rel" RelOptInfos for the members of any appendrels we find here.)
  */
 void
 add_base_rels_to_query(PlannerInfo *root, Node *jtnode)//遍历jointree递归实现
 {
   //以下的递归遍历结构先前的内容已反复出现N次
     if (jtnode == NULL)
         return;
     if (IsA(jtnode, RangeTblRef))//RTR
     {
         int         varno = ((RangeTblRef *) jtnode)->rtindex;
 
         (void) build_simple_rel(root, varno, NULL);
     }
     else if (IsA(jtnode, FromExpr))//FromExpr
     {
         FromExpr   *f = (FromExpr *) jtnode;
         ListCell   *l;
 
         foreach(l, f->fromlist)//fromlist
             add_base_rels_to_query(root, lfirst(l));
     }
     else if (IsA(jtnode, JoinExpr))//JoinExpr
     {
         JoinExpr   *j = (JoinExpr *) jtnode;
 
         add_base_rels_to_query(root, j->larg);//左Child
         add_base_rels_to_query(root, j->rarg);//右Child
     }
     else
         elog(ERROR, "unrecognized node type: %d",
              (int) nodeTag(jtnode));
 }
 
 /*
  * build_simple_rel
  *    Construct a new RelOptInfo for a base relation or 'other' relation.
  */
 RelOptInfo *
 build_simple_rel(PlannerInfo *root, int relid, RelOptInfo *parent)
 {
     RelOptInfo *rel;
     RangeTblEntry *rte;
 
     /* Rel should not exist already */
     Assert(relid > 0 && relid < root->simple_rel_array_size);
     if (root->simple_rel_array[relid] != NULL)
         elog(ERROR, "rel %d already exists", relid);
 
     /* Fetch RTE for relation */
     rte = root->simple_rte_array[relid];//获取RTE
     Assert(rte != NULL);
 
     rel = makeNode(RelOptInfo);//构建RelOptInfo
     rel->reloptkind = parent ? RELOPT_OTHER_MEMBER_REL : RELOPT_BASEREL;
     rel->relids = bms_make_singleton(relid);//初始化relids
     rel->rows = 0;
     /* cheap startup cost is interesting iff not all tuples to be retrieved */
     rel->consider_startup = (root->tuple_fraction > 0);
     rel->consider_param_startup = false;    /* might get changed later */
     rel->consider_parallel = false; /* might get changed later */
     rel->reltarget = create_empty_pathtarget();
     rel->pathlist = NIL;
     rel->ppilist = NIL;
     rel->partial_pathlist = NIL;
     rel->cheapest_startup_path = NULL;
     rel->cheapest_total_path = NULL;
     rel->cheapest_unique_path = NULL;
     rel->cheapest_parameterized_paths = NIL;
     rel->direct_lateral_relids = NULL;
     rel->lateral_relids = NULL;
     rel->relid = relid;
     rel->rtekind = rte->rtekind;
     /* min_attr, max_attr, attr_needed, attr_widths are set below */
     rel->lateral_vars = NIL;
     rel->lateral_referencers = NULL;
     rel->indexlist = NIL;
     rel->statlist = NIL;
     rel->pages = 0;
     rel->tuples = 0;
     rel->allvisfrac = 0;
     rel->subroot = NULL;
     rel->subplan_params = NIL;
     rel->rel_parallel_workers = -1; /* set up in get_relation_info */
     rel->serverid = InvalidOid;
     rel->userid = rte->checkAsUser;
     rel->useridiscurrent = false;
     rel->fdwroutine = NULL;
     rel->fdw_private = NULL;
     rel->unique_for_rels = NIL;
     rel->non_unique_for_rels = NIL;
     rel->baserestrictinfo = NIL;
     rel->baserestrictcost.startup = 0;
     rel->baserestrictcost.per_tuple = 0;
     rel->baserestrict_min_security = UINT_MAX;
     rel->joininfo = NIL;
     rel->has_eclass_joins = false;
     rel->consider_partitionwise_join = false; /* might get changed later */
     rel->part_scheme = NULL;
     rel->nparts = 0;
     rel->boundinfo = NULL;
     rel->partition_qual = NIL;
     rel->part_rels = NULL;
     rel->partexprs = NULL;
     rel->nullable_partexprs = NULL;
     rel->partitioned_child_rels = NIL;
 
     /*
      * Pass top parent's relids down the inheritance hierarchy. If the parent
      * has top_parent_relids set, it's a direct or an indirect child of the
      * top parent indicated by top_parent_relids. By extension this child is
      * also an indirect child of that parent.
      */
     if (parent)//存在父RelOptInfo,设置top_parent_relids变量(最上层的Relids)
     {
         if (parent->top_parent_relids)
             rel->top_parent_relids = parent->top_parent_relids;
         else
             rel->top_parent_relids = bms_copy(parent->relids);
     }
     else
         rel->top_parent_relids = NULL;
 
     /* Check type of rtable entry */
     switch (rte->rtekind)
     {
         case RTE_RELATION:
             /* Table --- retrieve statistics from the system catalogs */
             get_relation_info(root, rte->relid, rte->inh, rel);//基表,从数据字典中获取统计信息
             break;
         case RTE_SUBQUERY:
         case RTE_FUNCTION:
         case RTE_TABLEFUNC:
         case RTE_VALUES:
         case RTE_CTE:
         case RTE_NAMEDTUPLESTORE:
 
             /*
        * 子查询/函数/tablefunc/values lis/CTE/ENR,设置属性范围&数组
              * Subquery, function, tablefunc, values list, CTE, or ENR --- set
              * up attr range and arrays
              *
              * Note: 0 is included in range to support whole-row Vars
              */
             rel->min_attr = 0;
             rel->max_attr = list_length(rte->eref->colnames);
             rel->attr_needed = (Relids *)
                 palloc0((rel->max_attr - rel->min_attr + 1) * sizeof(Relids));
             rel->attr_widths = (int32 *)
                 palloc0((rel->max_attr - rel->min_attr + 1) * sizeof(int32));
             break;
         default:
             elog(ERROR, "unrecognized RTE kind: %d",
                  (int) rte->rtekind);
             break;
     }
 
     /* Save the finished struct in the query's simple_rel_array */
     root->simple_rel_array[relid] = rel;//存储RelOptInfo
 
     /*
      * This is a convenient spot at which to note whether rels participating
      * in the query have any securityQuals attached.  If so, increase
      * root->qual_security_level to ensure it's larger than the maximum
      * security level needed for securityQuals.
      */
     if (rte->securityQuals)
         root->qual_security_level = Max(root->qual_security_level,
                                         list_length(rte->securityQuals));
 
     /*
      * If this rel is an appendrel parent, recurse to build "other rel"
      * RelOptInfos for its children.  They are "other rels" because they are
      * not in the main join tree, but we will need RelOptInfos to plan access
      * to them.
      */
   //如果这个RelOptInfo是一个appendrel的父节点,递归的构建其children对应的RelOptInfos
     if (rte->inh)
     {
         ListCell   *l;
         int         nparts = rel->nparts;
         int         cnt_parts = 0;
 
         if (nparts > 0)
             rel->part_rels = (RelOptInfo **)
                 palloc(sizeof(RelOptInfo *) * nparts);
 
         foreach(l, root->append_rel_list)//递归调用
         {
             AppendRelInfo *appinfo = (AppendRelInfo *) lfirst(l);
             RelOptInfo *childrel;
 
             /* append_rel_list contains all append rels; ignore others */
             if (appinfo->parent_relid != relid)
                 continue;
 
             childrel = build_simple_rel(root, appinfo->child_relid,
                                         rel);
 
             /* Nothing more to do for an unpartitioned table. */
             if (!rel->part_scheme)
                 continue;
 
             /*
              * The order of partition OIDs in append_rel_list is the same as
              * the order in the PartitionDesc, so the order of part_rels will
              * also match the PartitionDesc.  See expand_partitioned_rtentry.
              */
             Assert(cnt_parts < nparts);
             rel->part_rels[cnt_parts] = childrel;
             cnt_parts++;
         }
 
         /* We should have seen all the child partitions. */
         Assert(cnt_parts == nparts);
     }
 
     return rel;
 }

/*
  * get_relation_info -
  *    Retrieves catalog information for a given relation.
  *
  * Given the Oid of the relation, return the following info into fields
  * of the RelOptInfo struct:
  *
  *  min_attr    lowest valid AttrNumber  最小有效属性编号
  *  max_attr    highest valid AttrNumber 最大有效属性编号
  *  indexlist   list of IndexOptInfos for relation's indexes 索引的IndexOptInfo链表 
  *  statlist    list of StatisticExtInfo for relation's statistic objects  扩展统计信息链表
  *  serverid    if it's a foreign table, the server OID  FDW所在服务器ID
  *  fdwroutine  if it's a foreign table, the FDW function pointers FDW函数指针
  *  pages       number of pages  pages数
  *  tuples      number of tuples 元组数
  *  rel_parallel_workers user-defined number of parallel workers 用户自定义的并行worker数
  *
  * Also, add information about the relation's foreign keys to root->fkey_list.
  * 
  * Relation的外键信息会添加到root->fkey_list中
  *
  * Also, initialize the attr_needed[] and attr_widths[] arrays.  In most
  * cases these are left as zeroes, but sometimes we need to compute attr
  * widths here, and we may as well cache the results for costsize.c.
  *
  * If inhparent is true, all we need to do is set up the attr arrays:
  * the RelOptInfo actually represents the appendrel formed by an inheritance
  * tree, and so the parent rel's physical size and index information isn't
  * important for it.
  */
 void
 get_relation_info(PlannerInfo *root, Oid relationObjectId, bool inhparent,
                   RelOptInfo *rel)
 {
     Index       varno = rel->relid;//Relation的relid
     Relation    relation;//Relation信息
     bool        hasindex;//是否含有index
     List       *indexinfos = NIL;//IndexOptInfo链表
 
     /*
      * We need not lock the relation since it was already locked, either by
      * the rewriter or when expand_inherited_rtentry() added it to the query's
      * rangetable.
      */
     relation = heap_open(relationObjectId, NoLock);//Relation信息
 
     /* Temporary and unlogged relations are inaccessible during recovery. */
     if (!RelationNeedsWAL(relation) && RecoveryInProgress())//恢复过程不允许访问
         ereport(ERROR,
                 (errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
                  errmsg("cannot access temporary or unlogged relations during recovery")));
 
     rel->min_attr = FirstLowInvalidHeapAttributeNumber + 1;//(FirstLowInvalidHeapAttributeNumber=-8)
   //#define RelationGetNumberOfAttributes(relation) ((relation)->rd_rel->relnatts)
     rel->max_attr = RelationGetNumberOfAttributes(relation);//
     rel->reltablespace = RelationGetForm(relation)->reltablespace;//表空间
 
     Assert(rel->max_attr >= rel->min_attr);
     rel->attr_needed = (Relids *)
         palloc0((rel->max_attr - rel->min_attr + 1) * sizeof(Relids));//初始化
     rel->attr_widths = (int32 *)
         palloc0((rel->max_attr - rel->min_attr + 1) * sizeof(int32));//初始化
 
     /*
      * Estimate relation size --- unless it's an inheritance parent, in which
      * case the size will be computed later in set_append_rel_pathlist, and we
      * must leave it zero for now to avoid bollixing the total_table_pages
      * calculation.
      */
   //如果不是inheritance parent,则估算Relation的大小
     if (!inhparent)
         estimate_rel_size(relation, rel->attr_widths - rel->min_attr,
                           &rel->pages, &rel->tuples, &rel->allvisfrac);
 
     /* Retrieve the parallel_workers reloption, or -1 if not set. */
     /*
   #define RelationGetParallelWorkers(relation, defaultpw) \
     ((relation)->rd_options ? \
      ((StdRdOptions *) (relation)->rd_options)->parallel_workers : (defaultpw))
   */
     rel->rel_parallel_workers = RelationGetParallelWorkers(relation, -1);
 
     /*
      * Make list of indexes.  Ignore indexes on system catalogs if told to.
      * Don't bother with indexes for an inheritance parent, either.
      */
     if (inhparent ||
         (IgnoreSystemIndexes && IsSystemRelation(relation)))//继承表/系统表并且忽略索引
         hasindex = false;
     else
         hasindex = relation->rd_rel->relhasindex;//是否含有索引
 
     if (hasindex)//存在索引,则生成IndexOptInfo链表
     {
         List       *indexoidlist;
         ListCell   *l;
         LOCKMODE    lmode;
 
         indexoidlist = RelationGetIndexList(relation);//获取Relation的Index Oid链表
 
         /*
          * For each index, we get the same type of lock that the executor will
          * need, and do not release it.  This saves a couple of trips to the
          * shared lock manager while not creating any real loss of
          * concurrency, because no schema changes could be happening on the
          * index while we hold lock on the parent rel, and neither lock type
          * blocks any other kind of index operation.
          */
         if (rel->relid == root->parse->resultRelation)
             lmode = RowExclusiveLock;//该Relation是结果Relation,锁模式为行排它锁
         else
             lmode = AccessShareLock;//否则为访问共享锁
 
         foreach(l, indexoidlist)//遍历Index Oid
         {
             Oid         indexoid = lfirst_oid(l);
             Relation    indexRelation;
             Form_pg_index index;
             IndexAmRoutine *amroutine;
             IndexOptInfo *info;
             int         ncolumns,
                         nkeycolumns;
             int         i;
 
             /*
              * Extract info from the relation descriptor for the index.
              */
             indexRelation = index_open(indexoid, lmode);//获取Index相关信息
             index = indexRelation->rd_index;
 
             /*
              * Ignore invalid indexes, since they can't safely be used for
              * queries.  Note that this is OK because the data structure we
              * are constructing is only used by the planner --- the executor
              * still needs to insert into "invalid" indexes, if they're marked
              * IndexIsReady.
              */
             if (!IndexIsValid(index))
             {
                 index_close(indexRelation, NoLock);//忽略无效的Index
                 continue;
             }
 
             /*
              * Ignore partitioned indexes, since they are not usable for
              * queries.
              */
             if (indexRelation->rd_rel->relkind == RELKIND_PARTITIONED_INDEX)
             {
                 index_close(indexRelation, NoLock);//忽略分区索引
                 continue;
             }
 
             /*
              * If the index is valid, but cannot yet be used, ignore it; but
              * mark the plan we are generating as transient. See
              * src/backend/access/heap/README.HOT for discussion.
              */
             if (index->indcheckxmin &&
                 !TransactionIdPrecedes(HeapTupleHeaderGetXmin(indexRelation->rd_indextuple->t_data),
                                        TransactionXmin))
             {
                 root->glob->transientPlan = true;//有效索引,但还不能正常使用,忽略之
                 index_close(indexRelation, NoLock);
                 continue;
             }
 
             info = makeNode(IndexOptInfo);//创建IndexOptInfo节点
 
             info->indexoid = index->indexrelid;//OID
             info->reltablespace =
                 RelationGetForm(indexRelation)->reltablespace;//表空间
             info->rel = rel;//Index所在的Relation
             info->ncolumns = ncolumns = index->indnatts;//Index的列个数
             info->nkeycolumns = nkeycolumns = index->indnkeyatts;//
 
             info->indexkeys = (int *) palloc(sizeof(int) * ncolumns);//初始化内存空间
             info->indexcollations = (Oid *) palloc(sizeof(Oid) * nkeycolumns);
             info->opfamily = (Oid *) palloc(sizeof(Oid) * nkeycolumns);
             info->opcintype = (Oid *) palloc(sizeof(Oid) * nkeycolumns);
             info->canreturn = (bool *) palloc(sizeof(bool) * ncolumns);
 
             for (i = 0; i < ncolumns; i++)//索引键
             {
                 info->indexkeys[i] = index->indkey.values[i];
                 info->canreturn[i] = index_can_return(indexRelation, i + 1);
             }
 
             for (i = 0; i < nkeycolumns; i++)//索引键属性
             {
                 info->opfamily[i] = indexRelation->rd_opfamily[i];
                 info->opcintype[i] = indexRelation->rd_opcintype[i];
                 info->indexcollations[i] = indexRelation->rd_indcollation[i];
             }
 
             info->relam = indexRelation->rd_rel->relam;//?
 
             /* We copy just the fields we need, not all of rd_amroutine */
             amroutine = indexRelation->rd_amroutine;//拷贝IndexRelation中的信息
             info->amcanorderbyop = amroutine->amcanorderbyop;
             info->amoptionalkey = amroutine->amoptionalkey;
             info->amsearcharray = amroutine->amsearcharray;
             info->amsearchnulls = amroutine->amsearchnulls;
             info->amcanparallel = amroutine->amcanparallel;
             info->amhasgettuple = (amroutine->amgettuple != NULL);
             info->amhasgetbitmap = (amroutine->amgetbitmap != NULL);
             info->amcostestimate = amroutine->amcostestimate;
             Assert(info->amcostestimate != NULL);
 
             /*
              * Fetch the ordering information for the index, if any.
              */
             if (info->relam == BTREE_AM_OID)//BTree
             {
                 /*
                  * If it's a btree index, we can use its opfamily OIDs
                  * directly as the sort ordering opfamily OIDs.
                  */
                 Assert(amroutine->amcanorder);
 
                 info->sortopfamily = info->opfamily;
                 info->reverse_sort = (bool *) palloc(sizeof(bool) * nkeycolumns);
                 info->nulls_first = (bool *) palloc(sizeof(bool) * nkeycolumns);
 
                 for (i = 0; i < nkeycolumns; i++)
                 {
                     int16       opt = indexRelation->rd_indoption[i];
 
                     info->reverse_sort[i] = (opt & INDOPTION_DESC) != 0;
                     info->nulls_first[i] = (opt & INDOPTION_NULLS_FIRST) != 0;
                 }
             }
             else if (amroutine->amcanorder)//可排序的访问方法
             {
                 /*
                  * Otherwise, identify the corresponding btree opfamilies by
                  * trying to map this index's "<" operators into btree.  Since
                  * "<" uniquely defines the behavior of a sort order, this is
                  * a sufficient test.
                  *
                  * XXX This method is rather slow and also requires the
                  * undesirable assumption that the other index AM numbers its
                  * strategies the same as btree.  It'd be better to have a way
                  * to explicitly declare the corresponding btree opfamily for
                  * each opfamily of the other index type.  But given the lack
                  * of current or foreseeable amcanorder index types, it's not
                  * worth expending more effort on now.
                  */
                 info->sortopfamily = (Oid *) palloc(sizeof(Oid) * nkeycolumns);
                 info->reverse_sort = (bool *) palloc(sizeof(bool) * nkeycolumns);
                 info->nulls_first = (bool *) palloc(sizeof(bool) * nkeycolumns);
 
                 for (i = 0; i < nkeycolumns; i++)
                 {
                     int16       opt = indexRelation->rd_indoption[i];
                     Oid         ltopr;
                     Oid         btopfamily;
                     Oid         btopcintype;
                     int16       btstrategy;
 
                     info->reverse_sort[i] = (opt & INDOPTION_DESC) != 0;//是否倒序?
                     info->nulls_first[i] = (opt & INDOPTION_NULLS_FIRST) != 0;//NULL值优先?
 
                     ltopr = get_opfamily_member(info->opfamily[i],
                                                 info->opcintype[i],
                                                 info->opcintype[i],
                                                 BTLessStrategyNumber);
                     if (OidIsValid(ltopr) &&
                         get_ordering_op_properties(ltopr,
                                                    &btopfamily,
                                                    &btopcintype,
                                                    &btstrategy) &&
                         btopcintype == info->opcintype[i] &&
                         btstrategy == BTLessStrategyNumber)
                     {
                         /* Successful mapping */
                         info->sortopfamily[i] = btopfamily;//排序操作类?
                     }
                     else//失败,索引视为未排序
                     {
                         /* Fail ... quietly treat index as unordered */
                         info->sortopfamily = NULL;
                         info->reverse_sort = NULL;
                         info->nulls_first = NULL;
                         break;
                     }
                 }
             }
             else//非可排序,设置为NULL
             {
                 info->sortopfamily = NULL;
                 info->reverse_sort = NULL;
                 info->nulls_first = NULL;
             }
 
             /*
              * Fetch the index expressions and predicate, if any.  We must
              * modify the copies we obtain from the relcache to have the
              * correct varno for the parent relation, so that they match up
              * correctly against qual clauses.
              */
             info->indexprs = RelationGetIndexExpressions(indexRelation);//索引表达式(函数索引)
             info->indpred = RelationGetIndexPredicate(indexRelation);//索引谓词信息(条件索引)
             if (info->indexprs && varno != 1)
                 ChangeVarNodes((Node *) info->indexprs, 1, varno, 0);
             if (info->indpred && varno != 1)
                 ChangeVarNodes((Node *) info->indpred, 1, varno, 0);
 
             /* Build targetlist using the completed indexprs data */
             info->indextlist = build_index_tlist(root, info, relation);//索引的列
 
             info->indrestrictinfo = NIL;    /* set later, in indxpath.c */
             info->predOK = false;   /* set later, in indxpath.c */
             info->unique = index->indisunique;
             info->immediate = index->indimmediate;
             info->hypothetical = false;
 
             /*
              * Estimate the index size.  If it's not a partial index, we lock
              * the number-of-tuples estimate to equal the parent table; if it
              * is partial then we have to use the same methods as we would for
              * a table, except we can be sure that the index is not larger
              * than the table.
              */
             if (info->indpred == NIL)//非条件索引
             {
                 info->pages = RelationGetNumberOfBlocks(indexRelation);//Index的pages
                 info->tuples = rel->tuples;//Index的元组
             }
             else
             {
                 double      allvisfrac; /* dummy */
 
                 estimate_rel_size(indexRelation, NULL,
                                   &info->pages, &info->tuples, &allvisfrac);//估算Index的大小
                 if (info->tuples > rel->tuples)//Index的元组数不能大于数据表元组数
                     info->tuples = rel->tuples;
             }
 
             if (info->relam == BTREE_AM_OID)//BTree
             {
                 /* For btrees, get tree height while we have the index open */
                 info->tree_height = _bt_getrootheight(indexRelation);//BTree高度
             }
             else
             {
                 /* For other index types, just set it to "unknown" for now */
                 info->tree_height = -1;//非BTree
             }
 
             index_close(indexRelation, NoLock);
 
             indexinfos = lcons(info, indexinfos);
         }
 
         list_free(indexoidlist);
     }
 
     rel->indexlist = indexinfos;
 
     rel->statlist = get_relation_statistics(rel, relation);
 
     /* Grab foreign-table info using the relcache, while we have it */
     if (relation->rd_rel->relkind == RELKIND_FOREIGN_TABLE)//FDW
     {
         rel->serverid = GetForeignServerIdByRelId(RelationGetRelid(relation));
         rel->fdwroutine = GetFdwRoutineForRelation(relation, true);
     }
     else
     {
         rel->serverid = InvalidOid;
         rel->fdwroutine = NULL;
     }
 
     /* Collect info about relation's foreign keys, if relevant */
     get_relation_foreign_keys(root, rel, relation, inhparent);//收集外键信息
 
     /*
      * Collect info about relation's partitioning scheme, if any. Only
      * inheritance parents may be partitioned.
      */
     if (inhparent && relation->rd_rel->relkind == RELKIND_PARTITIONED_TABLE)
         set_relation_partition_info(root, rel, relation);//收集分区表信息
 
     heap_close(relation, NoLock);
 
     /*
      * Allow a plugin to editorialize on the info we obtained from the
      * catalogs.  Actions might include altering the assumed relation size,
      * removing an index, or adding a hypothetical index to the indexlist.
      */
     if (get_relation_info_hook)
         (*get_relation_info_hook) (root, relationObjectId, inhparent, rel);//钩子函数
 }
 

三、跟踪分析

测试脚本,创建部分(条件)索引和函数索引:

testdb=# create index idx_dwxx_expr on t_dwxx(trim(dwmc));
CREATE INDEX
testdb=# create index idx_dwxx_predicate on t_dwxx(dwdz) where dwdz like '广东省%';
CREATE INDEX

testdb=# explain verbose select * from t_dwxx where dwdz like '广东省%';
                          QUERY PLAN                           
---------------------------------------------------------------
 Seq Scan on public.t_dwxx  (cost=0.00..1.04 rows=1 width=474)
   Output: dwmc, dwbh, dwdz
   Filter: ((t_dwxx.dwdz)::text ~~ '广东省%'::text)
(3 rows)

跟踪分析:

(gdb) b add_base_rels_to_query
Breakpoint 1 at 0x765400: file initsplan.c, line 107.
(gdb) c
Continuing.

Breakpoint 1, add_base_rels_to_query (root=0x23107f8, jtnode=0x2251cc8) at initsplan.c:107
107   if (jtnode == NULL)
(gdb) n
109   if (IsA(jtnode, RangeTblRef))
(gdb) 
115   else if (IsA(jtnode, FromExpr))
(gdb) 

第一次调用,jtnode类型为FromExpr

117     FromExpr   *f = (FromExpr *) jtnode;
(gdb) 
120     foreach(l, f->fromlist)
(gdb) 
121       add_base_rels_to_query(root, lfirst(l));
(gdb) 

Breakpoint 1, add_base_rels_to_query (root=0x23107f8, jtnode=0x22515f0) at initsplan.c:107
107   if (jtnode == NULL)
(gdb) 

第二次调用,类型为RTR

109   if (IsA(jtnode, RangeTblRef))
(gdb) 
111     int     varno = ((RangeTblRef *) jtnode)->rtindex;
(gdb) 
113     (void) build_simple_rel(root, varno, NULL);
(gdb) p varno
$1 = 1

进入build_simple_rel

...
180   switch (rte->rtekind)
(gdb) 
184       get_relation_info(root, rte->relid, rte->inh, rel);

进入get_relation_info
查看Relation的相关信息:

...
##Relation的相关信息
121   relation = heap_open(relationObjectId, NoLock);
(gdb) 
124   if (!RelationNeedsWAL(relation) && RecoveryInProgress())
(gdb) p *relation
$4 = {rd_node = {spcNode = 1663, dbNode = 16384, relNode = 16394}, rd_smgr = 0x230d358, rd_refcnt = 1, rd_backend = -1, 
  rd_islocaltemp = false, rd_isnailed = false, rd_isvalid = true, rd_indexvalid = 1 '\001', rd_statvalid = true, 
  rd_createSubid = 0, rd_newRelfilenodeSubid = 0, rd_rel = 0x7f6b9a010380, rd_att = 0x7f6b99fff5e8, rd_id = 16394, 
  rd_lockInfo = {lockRelId = {relId = 16394, dbId = 16384}}, rd_rules = 0x0, rd_rulescxt = 0x0, trigdesc = 0x0, 
  rd_rsdesc = 0x0, rd_fkeylist = 0x0, rd_fkeyvalid = false, rd_partkeycxt = 0x0, rd_partkey = 0x0, rd_pdcxt = 0x0, 
  rd_partdesc = 0x0, rd_partcheck = 0x0, rd_indexlist = 0x7f6b9a011b80, rd_oidindex = 0, rd_pkindex = 16476, 
  rd_replidindex = 16476, rd_statlist = 0x0, rd_indexattr = 0x0, rd_projindexattr = 0x0, rd_keyattr = 0x0, rd_pkattr = 0x0, 
  rd_idattr = 0x0, rd_projidx = 0x0, rd_pubactions = 0x0, rd_options = 0x0, rd_index = 0x0, rd_indextuple = 0x0, 
  rd_amhandler = 0, rd_indexcxt = 0x0, rd_amroutine = 0x0, rd_opfamily = 0x0, rd_opcintype = 0x0, rd_support = 0x0, 
  rd_supportinfo = 0x0, rd_indoption = 0x0, rd_indexprs = 0x0, rd_indpred = 0x0, rd_exclops = 0x0, rd_exclprocs = 0x0, 
  rd_exclstrats = 0x0, rd_amcache = 0x0, rd_indcollation = 0x0, rd_fdwroutine = 0x0, rd_toastoid = 0, 
  pgstat_info = 0x22d11b8}
##rd_pkindex = 16476,关键字对应的OID
##pg_class输出的结构体
(gdb) p *relation->rd_rel
$5 = {relname = {data = "t_dwxx", '\000' <repeats 57 times>}, relnamespace = 2200, reltype = 16396, reloftype = 0, 
  relowner = 10, relam = 0, relfilenode = 16394, reltablespace = 0, relpages = 1, reltuples = 3, relallvisible = 0, 
  reltoastrelid = 0, relhasindex = true, relisshared = false, relpersistence = 112 'p', relkind = 114 'r', relnatts = 3, 
  relchecks = 0, relhasoids = false, relhasrules = false, relhastriggers = false, relhassubclass = false, 
  relrowsecurity = false, relforcerowsecurity = false, relispopulated = true, relreplident = 100 'd', 
  relispartition = false, relrewrite = 0, relfrozenxid = 587, relminmxid = 1}
##属性(3个)
(gdb) p *relation->rd_att
$6 = {natts = 3, tdtypeid = 16396, tdtypmod = -1, tdhasoid = false, tdrefcount = 1, constr = 0x7f6b99fffb18, 
  attrs = 0x7f6b99fff608}
(gdb) p relation->rd_att->attrs[0]
$8 = {attrelid = 16394, attname = {data = "dwmc", '\000' <repeats 59 times>}, atttypid = 1043, attstattarget = -1, 
  attlen = -1, attnum = 1, attndims = 0, attcacheoff = 0, atttypmod = 104, attbyval = false, attstorage = 120 'x', 
  attalign = 105 'i', attnotnull = false, atthasdef = false, atthasmissing = false, attidentity = 0 '\000', 
  attisdropped = false, attislocal = true, attinhcount = 0, attcollation = 100}
(gdb) p relation->rd_att->attrs[1]
$9 = {attrelid = 16394, attname = {data = "dwbh", '\000' <repeats 59 times>}, atttypid = 1043, attstattarget = -1, 
  attlen = -1, attnum = 2, attndims = 0, attcacheoff = -1, atttypmod = 14, attbyval = false, attstorage = 120 'x', 
  attalign = 105 'i', attnotnull = true, atthasdef = false, atthasmissing = false, attidentity = 0 '\000', 
  attisdropped = false, attislocal = true, attinhcount = 0, attcollation = 100}
(gdb) p relation->rd_att->attrs[3]
$10 = {attrelid = 0, attname = {data = '\000' <repeats 44 times>, "\230\023-\002", '\000' <repeats 15 times>}, 
  atttypid = 0, attstattarget = 0, attlen = 0, attnum = 0, attndims = 0, attcacheoff = 0, atttypmod = 0, attbyval = false, 
  attstorage = 0 '\000', attalign = 0 '\000', attnotnull = false, atthasdef = false, atthasmissing = false, 
  attidentity = 0 '\000', attisdropped = false, attislocal = false, attinhcount = 0, attcollation = 0}
##Index相应的OID
(gdb) p relation->rd_indexlist->head->data.oid_value
$12 = 16476
(gdb) p relation->rd_indexlist->head->next->data.oid_value
$13 = 16497
(gdb) p relation->rd_indexlist->head->next->next->data.oid_value
$14 = 16499
...

进入estimate_rel_size

146     estimate_rel_size(relation, rel->attr_widths - rel->min_attr,
(gdb) step
estimate_rel_size (rel=0x7f6b9a00f390, attr_widths=0x231c674, pages=0x23124d8, tuples=0x23124e0, allvisfrac=0x23124e8)
    at plancat.c:948
948   switch (rel->rd_rel->relkind)
(gdb) p reltuples
$19 = 3
...

回到get_relation_info

(gdb) 
get_relation_info (root=0x23107f8, relationObjectId=16394, inhparent=false, rel=0x2312428) at plancat.c:150
150   rel->rel_parallel_workers = RelationGetParallelWorkers(relation, -1);

获取索引信息(IndexOptInfo的获取在这里是重点)

162   if (hasindex)
(gdb) 
168     indexoidlist = RelationGetIndexList(relation);
...
#第一个Index
(gdb) p indexoid
$2 = 16476
#IndexRelation的相关信息
(gdb) p *indexRelation
$3 = {rd_node = {spcNode = 1663, dbNode = 16384, relNode = 16476}, rd_smgr = 0x230d3c8, rd_refcnt = 1, rd_backend = -1, 
  rd_islocaltemp = false, rd_isnailed = false, rd_isvalid = true, rd_indexvalid = 0 '\000', rd_statvalid = false, 
  rd_createSubid = 0, rd_newRelfilenodeSubid = 0, rd_rel = 0x7f6b99fff7f8, rd_att = 0x7f6b9a00f5a0, rd_id = 16476, 
  rd_lockInfo = {lockRelId = {relId = 16476, dbId = 16384}}, rd_rules = 0x0, rd_rulescxt = 0x0, trigdesc = 0x0, 
  rd_rsdesc = 0x0, rd_fkeylist = 0x0, rd_fkeyvalid = false, rd_partkeycxt = 0x0, rd_partkey = 0x0, rd_pdcxt = 0x0, 
  rd_partdesc = 0x0, rd_partcheck = 0x0, rd_indexlist = 0x0, rd_oidindex = 0, rd_pkindex = 0, rd_replidindex = 0, 
  rd_statlist = 0x0, rd_indexattr = 0x0, rd_projindexattr = 0x0, rd_keyattr = 0x0, rd_pkattr = 0x0, rd_idattr = 0x0, 
  rd_projidx = 0x0, rd_pubactions = 0x0, rd_options = 0x0, rd_index = 0x7f6b9a011898, rd_indextuple = 0x7f6b9a011860, 
  rd_amhandler = 330, rd_indexcxt = 0x2313400, rd_amroutine = 0x2313530, rd_opfamily = 0x2313640, rd_opcintype = 0x2313658, 
  rd_support = 0x2313670, rd_supportinfo = 0x2313690, rd_indoption = 0x23137b8, rd_indexprs = 0x0, rd_indpred = 0x0, 
  rd_exclops = 0x0, rd_exclprocs = 0x0, rd_exclstrats = 0x0, rd_amcache = 0x22fada8, rd_indcollation = 0x23137a0, 
  rd_fdwroutine = 0x0, rd_toastoid = 0, pgstat_info = 0x22d1230}
(gdb) p *indexRelation->rd_rel
$4 = {relname = {data = "t_dwxx_pkey", '\000' <repeats 52 times>}, relnamespace = 2200, reltype = 0, reloftype = 0, 
  relowner = 10, relam = 403, relfilenode = 16476, reltablespace = 0, relpages = 2, reltuples = 3, relallvisible = 0, 
  reltoastrelid = 0, relhasindex = false, relisshared = false, relpersistence = 112 'p', relkind = 105 'i', relnatts = 1, 
  relchecks = 0, relhasoids = false, relhasrules = false, relhastriggers = false, relhassubclass = false, 
  relrowsecurity = false, relforcerowsecurity = false, relispopulated = true, relreplident = 110 'n', 
  relispartition = false, relrewrite = 0, relfrozenxid = 0, relminmxid = 0}
...
#开始构造IndexOptInfo
237       info = makeNode(IndexOptInfo);
(gdb) 
239       info->indexoid = index->indexrelid;
(gdb) 
241         RelationGetForm(indexRelation)->reltablespace;
(gdb) 
240       info->reltablespace =
(gdb) 
242       info->rel = rel;
...
(gdb) p index->indnatts
$5 = 1
(gdb) n
246       info->indexkeys = (int *) palloc(sizeof(int) * ncolumns);
(gdb) p index->indnkeyatts
$6 = 1
...
252       for (i = 0; i < ncolumns; i++)
(gdb) 
254         info->indexkeys[i] = index->indkey.values[i];
(gdb) p index->indkey.values[i]
$7 = 2
(gdb) p index->indkey
$8 = {vl_len_ = 104, ndim = 1, dataoffset = 0, elemtype = 21, dim1 = 1, lbound1 = 0, values = 0x7f6b9a0118c8}
...
##需结合数据字典查看
(gdb) p indexRelation->rd_opfamily[i]
$10 = 1994
(gdb) p indexRelation->rd_opcintype[i]
$11 = 25
(gdb) p indexRelation->rd_indcollation[i]
$12 = 100
...
##访问方法,后续做物理优化会使用
(gdb) p indexRelation->rd_rel->relam
$13 = 403
(gdb) p indexRelation->rd_amroutine
$14 = (struct IndexAmRoutine *) 0x2313530
(gdb) p *indexRelation->rd_amroutine
$15 = {type = T_IndexAmRoutine, amstrategies = 5, amsupport = 3, amcanorder = true, amcanorderbyop = false, 
  amcanbackward = true, amcanunique = true, amcanmulticol = true, amoptionalkey = true, amsearcharray = true, 
  amsearchnulls = true, amstorage = false, amclusterable = true, ampredlocks = true, amcanparallel = true, 
  amcaninclude = true, amkeytype = 0, ambuild = 0x4ea341 <btbuild>, ambuildempty = 0x4e282a <btbuildempty>, 
  aminsert = 0x4e28d0 <btinsert>, ambulkdelete = 0x4e37f0 <btbulkdelete>, amvacuumcleanup = 0x4e397f <btvacuumcleanup>, 
  amcanreturn = 0x4e427d <btcanreturn>, amcostestimate = 0x94f0ad <btcostestimate>, amoptions = 0x4e9f7f <btoptions>, 
  amproperty = 0x4e9fa9 <btproperty>, amvalidate = 0x4ecad6 <btvalidate>, ambeginscan = 0x4e2bd8 <btbeginscan>, 
  amrescan = 0x4e2d54 <btrescan>, amgettuple = 0x4e294f <btgettuple>, amgetbitmap = 0x4e2a7f <btgetbitmap>, 
  amendscan = 0x4e2f23 <btendscan>, ammarkpos = 0x4e303c <btmarkpos>, amrestrpos = 0x4e310b <btrestrpos>, 
  amestimateparallelscan = 0x4e3281 <btestimateparallelscan>, aminitparallelscan = 0x4e328c <btinitparallelscan>, 
  amparallelrescan = 0x4e32da <btparallelrescan>}
##部分属性值  
(gdb) p amroutine->amcanorderbyop
$16 = false
(gdb) p amroutine->amoptionalkey
$17 = true
(gdb) p amroutine->amsearcharray
$18 = true
(gdb) p amroutine->amsearchnulls
$19 = true
(gdb) p amroutine->amcanparallel
$20 = true
##下面是函数指针
(gdb) p *amroutine->amgettuple
$21 = {_Bool (IndexScanDesc, ScanDirection)} 0x4e294f <btgettuple>
(gdb) p *amroutine->amgetbitmap
$24 = {int64 (IndexScanDesc, TIDBitmap *)} 0x4e2a7f <btgetbitmap>
(gdb) p *amroutine->amcostestimate
$26 = {void (struct PlannerInfo *, struct IndexPath *, double, Cost *, Cost *, Selectivity *, double *, 
    double *)} 0x94f0ad <btcostestimate>
282       if (info->relam == BTREE_AM_OID)
##BTree索引
...
##PK,唯一性为true
(gdb) p index->indisunique
$31 = true
...
(gdb) p info->tree_height
$32 = 0
##第2个索引(函数索引)
183     foreach(l, indexoidlist)
(gdb) 
185       Oid     indexoid = lfirst_oid(l);
...

进入RelationGetIndexExpressions函数

371       info->indexprs = RelationGetIndexExpressions(indexRelation);
(gdb) step
RelationGetIndexExpressions (relation=0x7f6b9a011970) at relcache.c:4625
##IndexRelation中已有相关信息
4625    if (relation->rd_indexprs)
(gdb) n
4626      return copyObject(relation->rd_indexprs);
##函数表达式中的args有相关的参数,类似的分析方法先前已有提及
(gdb) p *(FuncExpr *)relation->rd_indexprs->head->data.ptr_value
$36 = {xpr = {type = T_FuncExpr}, funcid = 885, funcresulttype = 25, funcretset = false, funcvariadic = false, 
  funcformat = COERCE_EXPLICIT_CALL, funccollid = 100, inputcollid = 100, args = 0x22fb638, location = -1}

回到get_relation_info

...
##第3个索引,这是一个部分(条件)索引
183     foreach(l, indexoidlist)
(gdb) 
185       Oid     indexoid = lfirst_oid(l);
...
372       info->indpred = RelationGetIndexPredicate(indexRelation);
##这是一个OpExpr,详细的结构先前已有提及
(gdb) p *(Node *)indexRelation->rd_indpred->head->data.ptr_value
$38 = {type = T_OpExpr}
$39 = {xpr = {type = T_OpExpr}, opno = 1209, opfuncid = 850, opresulttype = 16, opretset = false, opcollid = 0, 
  inputcollid = 100, args = 0x23140d8, location = -1}
...

回到build_simple_rel函数

461   if (get_relation_info_hook)
(gdb) 
463 }
(gdb) 
build_simple_rel (root=0x23107f8, relid=1, parent=0x0) at relnode.c:185
185       break;
(gdb) n
213   root->simple_rel_array[relid] = rel;
(gdb) 
221   if (rte->securityQuals)
(gdb) 
231   if (rte->inh)
(gdb) 
271   return rel;
(gdb) 
272 }
(gdb) 

回到add_base_rels_to_query


add_base_rels_to_query (root=0x23107f8, jtnode=0x22515f0) at initsplan.c:133
133 }
##递归调用完毕,回到FromExpr->fromlist
(gdb) n
add_base_rels_to_query (root=0x23107f8, jtnode=0x2251cc8) at initsplan.c:120
120     foreach(l, f->fromlist)
(gdb) n
133 }
(gdb) 
query_planner (root=0x23107f8, tlist=0x2312798, qp_callback=0x76e97d <standard_qp_callback>, qp_extra=0x7ffc7d69a9a0)
    at planmain.c:150
150   build_base_rel_tlists(root, tlist);
(gdb) 
#DONE!

四、参考资料

planmain.c
rel.h

推荐阅读:
  1. PostgreSQL 源码解读(91)- 查询语句#76(ExecHashJoin函数#2)
  2. PostgreSQL 源码解读(83)- 查询语句#68(PortalStart函数)

免责声明:本站发布的内容(图片、视频和文字)以原创、转载和分享为主,文章观点不代表本网站立场,如果涉及侵权请联系站长邮箱:is@yisu.com进行举报,并提供相关证据,一经查实,将立刻删除涉嫌侵权内容。

postgresql 语句 planner

上一篇:MySQL修改账户的密码方法

下一篇:好程序员Java教程分享Java 循环结构

相关阅读

您好,登录后才能下订单哦!

密码登录
登录注册
其他方式登录
点击 登录注册 即表示同意《亿速云用户服务条款》