diff --git "a/.\346\263\250\346\204\217openGauss\347\244\276\345\214\272\345\267\262\347\273\217\346\255\243\345\274\217\350\277\201\347\247\273\350\207\263 Gitcode \345\271\263\345\217\260/README.md" "b/.\346\263\250\346\204\217openGauss\347\244\276\345\214\272\345\267\262\347\273\217\346\255\243\345\274\217\350\277\201\347\247\273\350\207\263 Gitcode \345\271\263\345\217\260/README.md" new file mode 100644 index 0000000000000000000000000000000000000000..c699b8d87e2e0d71a54afd3c363602e4ae25a1b9 --- /dev/null +++ "b/.\346\263\250\346\204\217openGauss\347\244\276\345\214\272\345\267\262\347\273\217\346\255\243\345\274\217\350\277\201\347\247\273\350\207\263 Gitcode \345\271\263\345\217\260/README.md" @@ -0,0 +1,4 @@ +# 通知: openGauss社区已经正式迁移至 [Gitcode](https://gitcode.com/opengauss) 平台 + + + diff --git a/README.md b/README.md index a1acf401cd11d3b3c12a5ab6d3a7c440403c8064..ecb9cf9bda544f3df5503296555b368da092c35f 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,7 @@ +# 通知: openGauss社区已经正式迁移至 [Gitcode](https://gitcode.com/opengauss) 平台 + + + ## 介绍 **自 2023 年 07 月起，v2 分支 替代 master，作为 openGauss 官方博客仓库。** diff --git "a/app/zh/blogs/Kuchiki/OpenGauss\346\272\220\347\240\201\345\255\246\344\271\240 \342\200\224 \345\210\227\345\255\230\345\202\250.md" "b/app/zh/blogs/Kuchiki/OpenGauss\346\272\220\347\240\201\345\255\246\344\271\240 \342\200\224 \345\210\227\345\255\230\345\202\250.md" new file mode 100644 index 0000000000000000000000000000000000000000..617249e6226e23f5b257e238c6d296c18341e1ff --- /dev/null +++ "b/app/zh/blogs/Kuchiki/OpenGauss\346\272\220\347\240\201\345\255\246\344\271\240 \342\200\224 \345\210\227\345\255\230\345\202\250.md" @@ -0,0 +1,1956 @@ +--- +title: 'OpenGauss源码学习 — 列存储' + +date: '2025-07-15' + +category: 'blog' +tags: ['OpenGauss源码学习 — 列存储'] + +archives: '2025-07' + +author: 'Kuchiki' + +summary: 'OpenGauss源码学习 — 列存储' + +img: '/zh/blogs/Kuchiki/image/title.jpg' + +times: '10:50' +--- + + +@[TOC](列存储) +>**声明**：本文的部分内容参考了他人的文章。在编写过程中，我们尊重他人的知识产权和学术成果，力求遵循合理使用原则，并在适用的情况下注明引用来源。 +>本文主要参考了 [OpenGauss1.1.0](https://gitee.com/opengauss/openGauss-server/tree/1.1.0/) 的开源代码和[《OpenGauss数据库源码解析》](https://lib-ahu.wqxuetang.com/book/3225046)一书以及[OpenGauss社区学习文档](https://docs.opengauss.org/zh/docs/5.0.0/docs/BriefTutorial/%E5%88%97%E5%AD%98%E5%82%A8.html) + +# 什么是列存储？ +  **列存储**是一种优化技术，用于==在数据库系统中存储和查询大量数据==。与传统的**行存储**方式不同，**列存储将每个列的数据分别存储在独立的存储单元中**，而不是按照行的方式存储。这种存储方式在分析性查询、聚合操作和大规模数据处理等场景下具有很大的优势。 +  行、列存储模型各有优劣，建议根据实际情况选择。通常**openGauss**用于**OLTP**（联机事务处理）场景的数据库，默认使用**行存储**，仅对执行复杂查询且数据量大的**OLAP**（联机分析处理）场景时，才使用**列存储**。默认情况下，创建的表为行存储。行存储和列存储的差异如下图所示： +![在这里插入图片描述](./image/1.png) +  上图中，左上为行存表，右上为行存表在硬盘上的存储方式。左下为列存表，右下为列存表在硬盘上的存储方式。 + +>**列存储的特点和优势**： +>1. **压缩效率高**：由于相同类型的数据在列中是连续存储的，可以采用更加高效的压缩算法，从而减少存储空间的使用。 +>2. **数据读取效率高**：在查询中只加载需要的列，减少了不必要的数据传输，提高了查询效率。 +>3. **聚合操作效率高**：在列存储中，同一列的数据相邻存储，这样在进行聚合操作时只需要对该列中的数据进行计算，减少了不必要的读取和计算。 +>4. **列存储适合分析性查询**：分析性查询通常涉及多个列的聚合和筛选操作，列存储的存储方式更适合这种场景，可以提高查询效率。 +>5. **适用于大规模数据处理**：列存储在大规模数据处理、数据仓库等场景中具有明显的性能优势，能够更好地支持复杂的分析任务。 + +  列存储相比于行存储的**优点**和**缺点**如下： +| 存储模型 | 优点 | 缺点 | +| :- | :- | :- | +| 行存 | 数据被保存在一起。INSERT/UPDATE容易。| 选择(SELECT)时即使只涉及某几列，所有数据也都会被读取。 | +| 列存 | 1. 查询时只有涉及到的列会被读取。
2. 投影(Projection)很高效。
3. 任何列都能作为索引。 | 1. 选择完成时，被选择的列要重新组装。
2. INSERT/UPDATE比较麻烦。 | + +  一般情况下，如果**表的字段比较多**（大宽表），查询中涉及到的列不多的情况下，适合**列存储**。如果表的**字段个数比较少**，查询大部分字段，那么选择**行存储**比较好。 + +存储类型 | 适用场景 +:-------- | :----- +行存 | 1. 点查询(返回记录少，基于索引的简单查询)。
2. 增、删、改操作较多的场景。
3. 频繁的更新、少量的插入。 +列存 | 1. 统计分析类查询 (关联、分组操作较多的场景)。
2. 即席查询（查询条件不确定，行存表扫描难以使用索引）。
3. 一次性大批量插入。
4. 表列数较多，建议使用列存表。
5. 如果每次查询时，只涉及了表的少数（<50%总列数）几个列，建议使用列存表。 + +# 语法实现 +## 语法格式 + +```sql +CREATE TABLE table_name + (column_name data_type [, ... ]) + [ WITH ( ORIENTATION = value) ]; +``` +## 参数说明 +参数 | 说明 +:-------- | :----- +table_name | 要创建的表名。 +column_name | 新表中要创建的字段名。 +data_type | 字段的数据类型。 +ORIENTATION | 指定表数据的存储方式，即行存方式、列存方式，该参数设置成功后就不再支持修改。
取值范围：
  ROW，表示表的数据将以行式存储。
  行存储适合于OLTP业务，适用于点查询或者增删操作较多的场景。
  ROW，表示表的数据将以行式存储。
  列存储适合于数据仓库业务，此类型的表上会做大量的汇聚计算，且涉及的列操作较少。 +## 示例 +  来看一下官方文档给出的两个实际案例： +1. 不指定**ORIENTATION**参数时，表默认为行存表。例如： + +```sql +openGauss=# CREATE TABLE customer_test1 +( + state_ID CHAR(2), + state_NAME VARCHAR2(40), + area_ID NUMBER +); + +--删除表 +openGauss=# DROP TABLE customer_test1; +``` +2. 创建列存表时，需要指定**ORIENTATION**参数。例如： + +```sql +openGauss=# CREATE TABLE customer_test2 +( + state_ID CHAR(2), + state_NAME VARCHAR2(40), + area_ID NUMBER +) +WITH (ORIENTATION = COLUMN); + +--删除表 +openGauss=# DROP TABLE customer_test2; +``` +## 源码分析（创建表） +### 语法层（Gram.y） + +  接下来从代码实现层面来看看吧，创建**列存表**所涉及的语法代码如下： +>注：**Gram.y**文件是**YACC**（Yet Another Compiler Compiler）工具生成的语法分析器的输入文件，用于解析**SQL**语句或其他领域特定语言。 + +```c +columnDef: ColId Typename ColCmprsMode create_generic_options ColQualList + { + ColumnDef *n = makeNode(ColumnDef); + n->colname = $1; + n->typname = $2; + n->inhcount = 0; + n->is_local = true; + n->is_not_null = false; + n->is_from_type = false; + n->storage = 0; + n->cmprs_mode = $3; + n->raw_default = NULL; + n->cooked_default = NULL; + n->collOid = InvalidOid; + n->fdwoptions = $4; + n->clientLogicColumnRef=NULL; + + SplitColQualList($5, &n->constraints, &n->collClause,&n->clientLogicColumnRef, yyscanner); + + $$ = (Node *)n; + } + ; +``` +  下面我们来分析一下这段代码： +>1. `columnDef:`：这是一个非终结符，表示列定义的语法规则开始。 +>2. `ColId Typename ColCmprsMode create_generic_options ColQualList`：这是规则的产生式，由一系列非终结符组成，代表列定义的各个部分。 +>3. `{ }`：这是动作部分的开始和结束，包含在花括号内的代码会在解析这个规则时执行。 +>4. `ColumnDef *n = makeNode(ColumnDef);`：在这里，创建了一个 `ColumnDef` 类型的节点，并将其指针赋值给 **n**。 +>5. `n->colname = $1;`：将解析得到的列名（通过 `$1` 表示）赋值给列定义的节点的 `colname` 字段。 +>6. `n->typname = $2;`：将解析得到的类型名赋值给列定义的节点的 `typname` 字段。 +>7. `n->inhcount = 0;`：将继承计数字段初始化为 0。 +>8. `n->is_local = true;`：设置 `is_local` 字段为 `true`。 +>9. `n->is_not_null = false;`：设置 `is_not_null` 字段为 `false`。 +>10. `n->is_from_type = false;`：设置 `is_from_type` 字段为 `false`。 +>11. `n->storage = 0;`：将存储字段初始化为 0。 +>12. `n->cmprs_mode = $3;`：将解析得到的压缩模式赋值给 `cmprs_mode` 字段。 +>13. `n->raw_default = NULL;`：将默认原始值字段初始化为 `NULL`。 +>14. `n->cooked_default = NULL;`：将默认经过处理的值字段初始化为 `NULL`。 +>15. `n->collOid = InvalidOid;`：将排序规则 `OID` 初始化为 `InvalidOid`。 +>16. `n->fdwoptions = $4;`：将解析得到的外部数据包含选项赋值给 `fdwoptions` 字段。 +>17. `n->clientLogicColumnRef=NULL;`：将客户逻辑列引用字段初始化为 `NULL`。 +>18. `SplitColQualList($5, &n->constraints, &n->collClause, &n->clientLogicColumnRef, yyscanner);`：调用函数 `SplitColQualList`，将解析得到的列限制、排序规则和客户逻辑列引用传递给相应的字段。 +>19. `$$ = (Node *)n;`：将构造的列定义节点 n 赋值给规则的结果。 +>20. `;`：表示语法规则结束。 + +  其中，**ColumnDef** 结构一般在数据库的源代码中进行定义。它通常是==作为系统内部数据结构的一部分，用于表示用户在创建表时定义的列的属性。== +  **ColumnDef** 结构源码如下：（路径：`src/include/nodes/parsenodes_common.h`） + +```c +/* + * ColumnDef - 列定义（用于各种创建操作） + * + * 如果列有默认值，我们可以在“原始”形式（未经转换的解析树）或“处理过”形式（经过解析分析的可执行表达式树）中拥有该值的表达式， + * 这取决于如何创建此 ColumnDef 节点（通过解析还是从现有关系继承）。在同一个节点中不应同时存在两者！ + * + * 类似地，我们可以在原始形式（表示为 CollateClause，arg==NULL）或处理过形式（校对的 OID）中拥有 COLLATE 规范。 + * + * 约束列表可能在由 gram.y 生成的原始解析树中包含 CONSTR_DEFAULT 项，但 transformCreateStmt 将删除该项并设置 raw_default。 + * CONSTR_DEFAULT 项不应出现在任何后续处理中。 + */ +typedef struct ColumnDef { + NodeTag type; /* 结点类型标记 */ + char *colname; /* 列名 */ + TypeName *typname; /* 列的数据类型 */ + int kvtype; /* 如果使用 KV 存储，kv 属性类型 */ + int inhcount; /* 列继承的次数 */ + bool is_local; /* 列是否有本地（非继承）定义 */ + bool is_not_null; /* 是否指定 NOT NULL 约束？ */ + bool is_from_type; /* 列定义来自表类型 */ + bool is_serial; /* 列是否是序列类型 */ + char storage; /* attstorage 设置，或默认为 0 */ + int8 cmprs_mode; /* 应用于此列的压缩方法 */ + Node *raw_default; /* 默认值（未经转换的解析树） */ + Node *cooked_default; /* 默认值（经过转换的表达式树） */ + CollateClause *collClause; /* 未经转换的 COLLATE 规范，如果有的话 */ + Oid collOid; /* 校对 OID（如果未设置，则为 InvalidOid） */ + List *constraints; /* 列的其他约束 */ + List *fdwoptions; /* 每列的 FDW 选项 */ + ClientLogicColumnRef *clientLogicColumnRef; /* 客户端逻辑引用 */ + Position *position; + Form_pg_attribute dropped_attr; /* 在创建类似表 OE 过程中被删除的属性的结构 */ +} ColumnDef; + +``` +  这里重点来看看`n->cmprs_mode = $3;`也就是列的压缩方法是如何定义的： + +```bash +ColCmprsMode: /* 列压缩模式规则 */ + DELTA {$$ = ATT_CMPR_DELTA;} /* delta 压缩 */ + | PREFIX {$$ = ATT_CMPR_PREFIX;} /* 前缀压缩 */ + | DICTIONARY {$$ = ATT_CMPR_DICTIONARY;} /* 字典压缩 */ + | NUMSTR {$$ = ATT_CMPR_NUMSTR;} /* 数字-字符串压缩 */ + | NOCOMPRESS {$$ = ATT_CMPR_NOCOMPRESS;} /* 不压缩 */ + | /* EMPTY */ {$$ = ATT_CMPR_UNDEFINED;} /* 用户未指定 */ +; +``` +  以上代码是 **opengauss** 数据库系统中定义列压缩模式的规则。每行代码对应了一种列压缩模式，例如 **DELTA 压缩**、**前缀压缩**、**字典压缩**等。在解析和创建表的过程中，用户可以通过指定列的压缩模式来定义对该列的数据压缩方式。根据语法规则，解析器会将不同的压缩模式转换为对应的内部表示值，以便在内部进行处理。 + +### 子模块（utility.cpp） +  函数 **CreateCommand**（路径：`src/gausskernel/process/tcop/utility.cpp`），用于处理创建表（**CREATE** 命令）的操作，源码如下： +```c +/* + * Notice: parse_tree could be from cached plan, do not modify it under other memory context + */ +#ifdef PGXC +void CreateCommand(CreateStmt *parse_tree, const char *query_string, ParamListInfo params, + bool is_top_level, bool sent_to_remote) +#else +void CreateCommand(CreateStmt* parse_tree, const char* query_string, ParamListInfo params, bool is_top_level) +#endif + +{ + List* stmts = NIL; + ListCell* l = NULL; + Oid rel_oid; +#ifdef PGXC + bool is_temp = false; + bool is_object_temp = false; + PGXCSubCluster* sub_cluster = NULL; + char* tablespace_name = NULL; + char relpersistence = RELPERSISTENCE_PERMANENT; + bool table_is_exist = false; + char* internal_data = NULL; + List* uuids = (List*)copyObject(parse_tree->uuids); + + char* first_exec_node = NULL; + bool is_first_node = false; + char* query_string_with_info = (char*)query_string; + char* query_string_with_data = (char*)query_string; + + if (IS_PGXC_COORDINATOR && !IsConnFromCoord()) { + first_exec_node = find_first_exec_cn(); + is_first_node = (strcmp(first_exec_node, g_instance.attr.attr_common.PGXCNodeName) == 0); + } +#endif + + /* + * DefineRelation() needs to know "isTopLevel" + * by "DfsDDLIsTopLevelXact" to prevent "create hdfs table" running + * inside a transaction block. + */ + if (IS_PGXC_COORDINATOR && !IsConnFromCoord()) + u_sess->exec_cxt.DfsDDLIsTopLevelXact = is_top_level; + + /* Run parse analysis ... */ + if (u_sess->attr.attr_sql.enable_parallel_ddl) + stmts = transformCreateStmt((CreateStmt*)parse_tree, query_string, NIL, true, is_first_node); + else + stmts = transformCreateStmt((CreateStmt*)parse_tree, query_string, NIL, false); + + /* + * If stmts is NULL, then the table is exists. + * we need record that for searching the group of table. + */ + if (stmts == NIL) { + table_is_exist = true; + /* + * Just return here, if we continue + * to send if not exists stmt, may + * cause the inconsistency of metadata. + * If we under xc_maintenance_mode, we can do + * this to slove some problem of inconsistency. + */ + if (u_sess->attr.attr_common.xc_maintenance_mode == false) + return; + } + +#ifdef PGXC + if (IS_MAIN_COORDINATOR) { + /* + * Scan the list of objects. + * Temporary tables are created on Datanodes only. + * Non-temporary objects are created on all nodes. + * In case temporary and non-temporary objects are mized return an error. + */ + bool is_first = true; + + foreach (l, stmts) { + Node* stmt = (Node*)lfirst(l); + + if (IsA(stmt, CreateStmt)) { + CreateStmt* stmt_loc = (CreateStmt*)stmt; + sub_cluster = stmt_loc->subcluster; + tablespace_name = stmt_loc->tablespacename; + relpersistence = stmt_loc->relation->relpersistence; + is_object_temp = stmt_loc->relation->relpersistence == RELPERSISTENCE_TEMP; + internal_data = stmt_loc->internalData; + if (is_object_temp) + u_sess->exec_cxt.hasTempObject = true; + + if (is_first) { + is_first = false; + if (is_object_temp) + is_temp = true; + } else { + if (is_object_temp != is_temp) + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("CREATE not supported for TEMP and non-TEMP objects"), + errdetail("You should separate TEMP and non-TEMP objects"))); + } + } else if (IsA(stmt, CreateForeignTableStmt)) { +#ifdef ENABLE_MULTIPLE_NODES + validate_streaming_engine_status(stmt); +#endif + if (in_logic_cluster()) { + CreateStmt* stmt_loc = (CreateStmt*)stmt; + sub_cluster = stmt_loc->subcluster; + } + + /* There are no temporary foreign tables */ + if (is_first) { + is_first = false; + } else { + if (!is_temp) + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("CREATE not supported for TEMP and non-TEMP objects"), + errdetail("You should separate TEMP and non-TEMP objects"))); + } + } else if (IsA(stmt, CreateSeqStmt)) { + CreateSeqStmt* sstmt = (CreateSeqStmt*)stmt; + + Const* n = makeConst(INT8OID, -1, InvalidOid, sizeof(int64), Int64GetDatum(sstmt->uuid), false, true); + + uuids = lappend(uuids, n); + } + } + + /* Package the internalData after the query_string */ + if (internal_data != NULL) { + query_string_with_data = append_internal_data_to_query(internal_data, query_string); + } + + /* + * Now package the uuids message that create table on RemoteNode need. + */ + if (uuids != NIL) { + char* uuid_info = nodeToString(uuids); + AssembleHybridMessage(&query_string_with_info, query_string_with_data, uuid_info); + } else + query_string_with_info = query_string_with_data; + } + + /* + * If I am the main execute CN but not CCN, + * Notify the CCN to create firstly, and then notify other CNs except me. + */ + if (IS_PGXC_COORDINATOR && !IsConnFromCoord()) { + if (u_sess->attr.attr_sql.enable_parallel_ddl && !is_first_node) { + if (!sent_to_remote) { + RemoteQuery* step = makeNode(RemoteQuery); + step->combine_type = COMBINE_TYPE_SAME; + step->sql_statement = (char*)query_string_with_info; + + if (is_object_temp) + step->exec_type = EXEC_ON_NONE; + else + step->exec_type = EXEC_ON_COORDS; + + step->exec_nodes = NULL; + step->is_temp = is_temp; + ExecRemoteUtility_ParallelDDLMode(step, first_exec_node); + pfree_ext(step); + } + } + } + + if (u_sess->attr.attr_sql.enable_parallel_ddl) { + if (IS_PGXC_COORDINATOR && !IsConnFromCoord() && !is_first_node) + stmts = transformCreateStmt((CreateStmt*)parse_tree, query_string, uuids, false); + } +#endif + +#ifdef PGXC + /* + * Add a RemoteQuery node for a query at top level on a remote + * Coordinator, if not already done so + */ + if (!sent_to_remote) { + if (u_sess->attr.attr_sql.enable_parallel_ddl && !is_first_node) + stmts = AddRemoteQueryNode(stmts, query_string_with_info, EXEC_ON_DATANODES, is_temp); + else + stmts = AddRemoteQueryNode(stmts, query_string_with_info, CHOOSE_EXEC_NODES(is_object_temp), is_temp); + + if (IS_PGXC_COORDINATOR && !IsConnFromCoord() && + (sub_cluster == NULL || sub_cluster->clustertype == SUBCLUSTER_GROUP)) { + const char* group_name = NULL; + Oid group_oid = InvalidOid; + + /* + * If TO-GROUP clause is specified when creating table, we + * only have to add required datanode in remote DDL execution + */ + if (sub_cluster != NULL) { + ListCell* lc = NULL; + foreach (lc, sub_cluster->members) { + group_name = strVal(lfirst(lc)); + } + } else if (in_logic_cluster() && !table_is_exist) { + /* + * for CreateForeignTableStmt , + * CreateTableStmt with user not attached to logic cluster + */ + group_name = PgxcGroupGetCurrentLogicCluster(); + if (group_name == NULL) { + ereport(ERROR, (errcode(ERRCODE_UNDEFINED_OBJECT), errmsg("Cannot find logic cluster."))); + } + } else { + Oid tablespace_id = InvalidOid; + bool dfs_tablespace = false; + + if (tablespace_name != NULL) { + tablespace_id = get_tablespace_oid(tablespace_name, false); + } else { + tablespace_id = GetDefaultTablespace(relpersistence); + } + + /* Determine if we are working on a HDFS table. */ + dfs_tablespace = IsSpecifiedTblspc(tablespace_id, FILESYSTEM_HDFS); + + /* + * If TO-GROUP clause is not specified we are using the installation group to + * distribute table. + * + * For HDFS table/Foreign Table we don't refer default_storage_nodegroup + * to make table creation. + */ + if (table_is_exist) { + Oid rel_id = RangeVarGetRelid(((CreateStmt*)parse_tree)->relation, NoLock, true); + if (OidIsValid(rel_id)) { + Oid table_groupoid = get_pgxc_class_groupoid(rel_id); + if (OidIsValid(table_groupoid)) { + group_name = get_pgxc_groupname(table_groupoid); + } + } + if (group_name == NULL) { + group_name = PgxcGroupGetInstallationGroup(); + } + } else if (dfs_tablespace || IsA(parse_tree, CreateForeignTableStmt)) { + group_name = PgxcGroupGetInstallationGroup(); + } else if (strcmp(u_sess->attr.attr_sql.default_storage_nodegroup, INSTALLATION_MODE) == 0 || + u_sess->attr.attr_common.IsInplaceUpgrade) { + group_name = PgxcGroupGetInstallationGroup(); + } else { + group_name = u_sess->attr.attr_sql.default_storage_nodegroup; + } + + /* If we didn't identify an installation node group error it out out */ + if (group_name == NULL) { + ereport(ERROR, + (errcode(ERRCODE_UNDEFINED_OBJECT), + errmsg("Installation node group is not defined in current cluster"))); + } + } + + /* Fetch group name */ + group_oid = get_pgxc_groupoid(group_name); + if (!OidIsValid(group_oid)) { + ereport(ERROR, + (errcode(ERRCODE_UNDEFINED_OBJECT), errmsg("Target node group \"%s\" doesn't exist", group_name))); + } + + if (in_logic_cluster()) { + check_logic_cluster_create_priv(group_oid, group_name); + } else { + /* No limit in logic cluster mode */ + /* check to block non-redistribution process creating table to old group */ + if (!u_sess->attr.attr_sql.enable_cluster_resize) { + char in_redistribution = get_pgxc_group_redistributionstatus(group_oid); + if (in_redistribution == 'y') { + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("Unable to create table on old installation group \"%s\" while in cluster " + "resizing.", + group_name))); + } + } + } + + /* Build exec_nodes to table creation */ + const int total_len = list_length(stmts); + Node* node = (Node*)list_nth(stmts, (total_len - 1)); + + // *node* should be a RemoteQuery Node + AssertEreport(query_string != NULL, MOD_EXECUTOR, "Node type is not remote type"); + RemoteQuery* rquery = (RemoteQuery*)node; + // *exec_nodes* should be a NULL pointer + AssertEreport(!rquery->exec_nodes, MOD_EXECUTOR, "remote query is not DN"); + rquery->exec_nodes = makeNode(ExecNodes); + /* Set group oid here for sending bucket map to dn */ + rquery->exec_nodes->distribution.group_oid = group_oid; + if (find_hashbucket_options(stmts)) { + rquery->is_send_bucket_map = true; + } + /* + * Check node group permissions, we only do such kind of ACL check + * for user-defined nodegroup(none-installation) + */ + AclResult acl_result = pg_nodegroup_aclcheck(group_oid, GetUserId(), ACL_CREATE); + if (acl_result != ACLCHECK_OK) { + aclcheck_error(acl_result, ACL_KIND_NODEGROUP, group_name); + } + + /* + * Notice!! + * In cluster resizing stage we need special processing logics in table creation as: + * [1]. create table delete_delta ... to group old_group on all DN + * [2]. display pgxc_group.group_members + * [3]. drop table delete_delta ==> drop delete_delta on all DN + * + * So, as normal, when target node group's status is marked as 'installation' or + * 'redistribution', we have to issue a full-DN create table request, remeber + * pgxc_class.group_members still reflects table's logic distribution to tell pgxc + * planner to build Scan operator in multi_nodegroup way. The reason we have to so is + * to be compatible with current gs_switch_relfilenode() invokation in cluster expand + * and shrunk mechanism. + */ + if (need_full_dn_execution(group_name)) { + /* Sepcial path, issue full-DN create table request */ + rquery->exec_nodes->nodeList = GetAllDataNodes(); + } else { + /* Normal path, issue only needs DNs in create table request */ + Oid* members = NULL; + int nmembers = 0; + nmembers = get_pgxc_groupmembers(group_oid, &members); + + /* Append nodeId to exec_nodes */ + rquery->exec_nodes->nodeList = GetNodeGroupNodeList(members, nmembers); + pfree_ext(members); + + if (uuids && nmembers < u_sess->pgxc_cxt.NumDataNodes) { + char* create_seqs; + RemoteQuery* step; + + /* Create table in NodeGroup with sequence. */ + create_seqs = assemble_create_sequence_msg(stmts, uuids); + step = make_remote_query_for_seq(rquery->exec_nodes, create_seqs); + stmts = lappend(stmts, step); + } + } + } + } +#endif + + if (uuids != NIL) { + list_free_deep(uuids); + uuids = NIL; + } + + /* ... and do it */ + foreach (l, stmts) { + Node* stmt = (Node*)lfirst(l); + + if (IsA(stmt, CreateStmt)) { + Datum toast_options; + static const char* const validnsps[] = HEAP_RELOPT_NAMESPACES; + + /* forbid user to set or change inner options */ + ForbidOutUsersToSetInnerOptions(((CreateStmt*)stmt)->options); + + /* Create the table itself */ + rel_oid = DefineRelation((CreateStmt*)stmt, + ((CreateStmt*)stmt)->relkind == RELKIND_MATVIEW ? + RELKIND_MATVIEW : RELKIND_RELATION, + InvalidOid); + /* + * Let AlterTableCreateToastTable decide if this one + * needs a secondary relation too. + */ + CommandCounterIncrement(); + + /* parse and validate reloptions for the toast table */ + toast_options = + transformRelOptions((Datum)0, ((CreateStmt*)stmt)->options, "toast", validnsps, true, false); + + (void)heap_reloptions(RELKIND_TOASTVALUE, toast_options, true); + + AlterTableCreateToastTable(rel_oid, toast_options, ((CreateStmt *)stmt)->oldToastNode); + AlterCStoreCreateTables(rel_oid, toast_options, (CreateStmt*)stmt); + AlterDfsCreateTables(rel_oid, toast_options, (CreateStmt*)stmt); +#ifdef ENABLE_MULTIPLE_NODES + Datum reloptions = transformRelOptions( + (Datum)0, ((CreateStmt*)stmt)->options, NULL, validnsps, true, false); + StdRdOptions* std_opt = (StdRdOptions*)heap_reloptions(RELKIND_RELATION, reloptions, true); + if (StdRelOptIsTsStore(std_opt)) { + create_ts_store_tables(rel_oid, toast_options); + } + /* create partition policy if ttl or period defined */ + create_part_policy_if_needed((CreateStmt*)stmt, rel_oid); +#endif /* ENABLE_MULTIPLE_NODES */ + } else if (IsA(stmt, CreateForeignTableStmt)) { + /* forbid user to set or change inner options */ + ForbidOutUsersToSetInnerOptions(((CreateStmt*)stmt)->options); + + /* if this is a log ft, check its definition */ + check_log_ft_definition((CreateForeignTableStmt*)stmt); + + /* Create the table itself */ + if (pg_strcasecmp(((CreateForeignTableStmt *)stmt)->servername, + STREAMING_SERVER) == 0) { + /* Create stream */ + rel_oid = DefineRelation((CreateStmt*)stmt, RELKIND_STREAM, InvalidOid); + } else { + /* Create foreign table */ + rel_oid = DefineRelation((CreateStmt*)stmt, RELKIND_FOREIGN_TABLE, InvalidOid); + } + CreateForeignTable((CreateForeignTableStmt*)stmt, rel_oid); + } else { + if (IsA(stmt, AlterTableStmt)) + ((AlterTableStmt*)stmt)->fromCreate = true; + + /* Recurse for anything else */ + ProcessUtility(stmt, + query_string_with_info, + params, + false, + None_Receiver, +#ifdef PGXC + true, +#endif /* PGXC */ + NULL); + } + + /* Need CCI between commands */ + if (lnext(l) != NULL) + CommandCounterIncrement(); + } + + /* reset */ + t_thrd.xact_cxt.inheritFileNode = false; + parse_tree->uuids = NIL; +} +``` +  **CreateCommand** 函数负责处理 `CREATE TABLE`、`CREATE FOREIGN TABLE` 等**创建表**的 **SQL** 语句。下面简单介绍一下**CreateCommand** 函数的执行流程： +>1. 在开始之前，根据宏定义，函数有不同的参数，具体分为 **PGXC**（**PostgreSQL**扩展性集群）模式和**非 PGXC** 模式。在 **PGXC** 模式下，还有一些额外的变量用于并行 **DDL**（数据定义语言）执行和集群扩展/缩减。 +>2. 这个函数首先初始化一些变量，包括一些用于 **PGXC** 模式下的信息，例如**集群信息**、**表空间名**、**表的持久性**等。 +>3. 设**置当前会话的状态**，以便 **DefineRelation()** 函数判断是否需要执行 **DDL** 语句。对于 **PGXC** 模式，还会设置并行 **DDL** 的状态。 +>4. 进行**解析分析**，将原始的 **parse_tree** 转化为一个列表 **stmts**，其中包含了各种 **DDL** 语句。解析分析是数据库执行 **DDL** 语句的第一步，将原始的语法树转换为可以执行的逻辑语句。 +>5. 如果 **stmts** 为空，意味着表已经存在，会标记 **table_is_exist** 为真。这可能会在集群中有一些特殊的处理，具体操作可能会终止或返回。 +>6. 在 **PGXC** 模式下，根据一些条件判断，选择性地设置 **query_string_with_info**，可能包含集群信息和**UUID**等。 +>7. 在 **PGXC** 模式下，如果当前节点是主协调器且不是从协调器连接的，会根据条件发送远程查询，进行表的创建操作，具体取决于表的临时性质和是否启用并行 **DDL**。 +>8. 在 **PGXC** 模式下，如果启用了并行 **DDL**，会再次进行解析分析，为了在并行 **DDL** 模式下对每个节点进行处理。 +>9. 进行迭代处理 **stmts** 列表中的每个语句，根据语句类型分别执行相应的操作： +>- 如果是 **CreateStmt**，调用 **DefineRelation** 函数**定义表**，然后根据情况创建相应的**关联表**（如 TOAST 表、列存储表、分布式表等）。 +>- 如果是 **CreateForeignTableStmt**，调用 **DefineRelation** 函数定义**外部表**，然后根据情况创建相应的外部表。 +>- 对于其他类型的语句，进行递归处理。 +>10. 在语句执行之间，增加 **CommandCounter**，确保在不同语句之间的**数据一致性**。 +>11. 最后，**清理和释放一些资源**，包括清空 **uuids** 列表和重置相关状态。 + +  其中，函数 **DefineRelation** 是用于==创建新表及其元数据的核心函数==，它涵盖了与表的物理存储和逻辑结构相关的各种操作，并确保表的定义符合数据库系统的要求。 +  **DefineRelation** 函数源码如下：（路径：`src/gausskernel/optimizer/commands/tablecmds.cpp`） + +```c +/* ---------------------------------------------------------------- + * DefineRelation + * Creates a new relation. + * + * stmt carries parsetree information from an ordinary CREATE TABLE statement. + * The other arguments are used to extend the behavior for other cases: + * relkind: relkind to assign to the new relation + * ownerId: if not InvalidOid, use this as the new relation's owner. + * + * Note that permissions checks are done against current user regardless of + * ownerId. A nonzero ownerId is used when someone is creating a relation + * "on behalf of" someone else, so we still want to see that the current user + * has permissions to do it. + * + * If successful, returns the OID of the new relation. + * ---------------------------------------------------------------- + */ +Oid DefineRelation(CreateStmt* stmt, char relkind, Oid ownerId) +{ + char relname[NAMEDATALEN]; + Oid namespaceId; + List* schema = stmt->tableElts; + Oid relationId; + Oid tablespaceId; + Relation rel; + TupleDesc descriptor; + List* inheritOids = NIL; + List* old_constraints = NIL; + bool localHasOids = false; + int parentOidCount; + List* rawDefaults = NIL; + List* cookedDefaults = NIL; + List *ceLst = NIL; + Datum reloptions; + ListCell* listptr = NULL; + AttrNumber attnum; + static const char* const validnsps[] = HEAP_RELOPT_NAMESPACES; + Oid ofTypeId; + Node* orientedFrom = NULL; + char* storeChar = ORIENTATION_ROW; + bool timeseries_checked = false; + bool dfsTablespace = false; + bool isInitdbOnDN = false; + HashBucketInfo* bucketinfo = NULL; + DistributionType distType; + + /* + * isalter is true, change the owner of the objects as the owner of the + * namespace, if the owner of the namespce has the same name as the namescpe + */ + bool isalter = false; + bool hashbucket = false; + + bool relisshared = u_sess->attr.attr_common.IsInplaceUpgrade && u_sess->upg_cxt.new_catalog_isshared; + errno_t rc; + /* + * Truncate relname to appropriate length (probably a waste of time, as + * parser should have done this already). + */ + rc = strncpy_s(relname, NAMEDATALEN, stmt->relation->relname, NAMEDATALEN - 1); + securec_check(rc, "", ""); + + if (stmt->relation->relpersistence == RELPERSISTENCE_UNLOGGED && STMT_RETRY_ENABLED) + stmt->relation->relpersistence = RELPERSISTENCE_PERMANENT; + + /* During grayscale upgrade, forbid creating LIST/RANGE tables if workingVersionNum is too low. */ + if (stmt->distributeby != NULL) { + distType = stmt->distributeby->disttype; + if ((distType == DISTTYPE_RANGE || distType == DISTTYPE_LIST) && + t_thrd.proc->workingVersionNum < RANGE_LIST_DISTRIBUTION_VERSION_NUM) { + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg( + "Working Version Num less than %u does not support LIST/RANGE distributed tables.", + RANGE_LIST_DISTRIBUTION_VERSION_NUM))); + } + } + + /* + * Check consistency of arguments + */ + if (stmt->oncommit != ONCOMMIT_NOOP + && !(stmt->relation->relpersistence == RELPERSISTENCE_TEMP + || stmt->relation->relpersistence == RELPERSISTENCE_GLOBAL_TEMP)) { + ereport(ERROR, + (errcode(ERRCODE_INVALID_TABLE_DEFINITION), + errmsg("ON COMMIT can only be used on temporary tables"))); + } + + //@Temp Table. We do not support on commit drop right now. + if ((stmt->relation->relpersistence == RELPERSISTENCE_TEMP + || stmt->relation->relpersistence == RELPERSISTENCE_GLOBAL_TEMP) + && stmt->oncommit == ONCOMMIT_DROP) { + ereport( + ERROR, + (errcode(ERRCODE_INVALID_TABLE_DEFINITION), + errmsg( + "ON COMMIT only support PRESERVE ROWS or DELETE ROWS option"))); + } + + if (stmt->constraints != NIL && relkind == RELKIND_FOREIGN_TABLE) { + ereport(ERROR, (errcode(ERRCODE_WRONG_OBJECT_TYPE), errmsg("constraints on foreign tables are not supported"))); + } + + if (stmt->constraints != NIL && relkind == RELKIND_STREAM) { + ereport(ERROR, (errcode(ERRCODE_WRONG_OBJECT_TYPE), errmsg("constraints on streams are not supported"))); + } + /* + * For foreign table ROUNDROBIN distribution is a built-in support. + */ + if (IsA(stmt, CreateForeignTableStmt) && + (IsSpecifiedFDW(((CreateForeignTableStmt*)stmt)->servername, DIST_FDW) || + IsSpecifiedFDW(((CreateForeignTableStmt*)stmt)->servername, LOG_FDW) || + IsSpecifiedFDW(((CreateForeignTableStmt*)stmt)->servername, GC_FDW)) && + (IS_PGXC_COORDINATOR || (isRestoreMode && stmt->subcluster)) && !stmt->distributeby) { + stmt->distributeby = makeNode(DistributeBy); + stmt->distributeby->disttype = DISTTYPE_ROUNDROBIN; + stmt->distributeby->colname = NULL; + } + /* + * Look up the namespace in which we are supposed to create the relation, + * check we have permission to create there, lock it against concurrent + * drop, and mark stmt->relation as RELPERSISTENCE_TEMP if a temporary + * namespace is selected. + */ + namespaceId = RangeVarGetAndCheckCreationNamespace(stmt->relation, NoLock, NULL); + + if (u_sess->attr.attr_sql.enforce_a_behavior) { + /* Identify user ID that will own the table + * + * change the owner of the objects as the owner of the namespace + * if the owner of the namespce has the same name as the namescpe + * note: the object must be of the ordinary table, sequence, view or + * composite type + */ + if (!OidIsValid(ownerId) && (relkind == RELKIND_RELATION || relkind == RELKIND_SEQUENCE || + relkind == RELKIND_VIEW || relkind == RELKIND_COMPOSITE_TYPE + || relkind == RELKIND_CONTQUERY)) + ownerId = GetUserIdFromNspId(namespaceId); + + if (!OidIsValid(ownerId)) + ownerId = GetUserId(); + else if (ownerId != GetUserId()) + isalter = true; + + if (isalter) { + /* Check namespace permissions. */ + AclResult aclresult; + + aclresult = pg_namespace_aclcheck(namespaceId, ownerId, ACL_CREATE); + if (aclresult != ACLCHECK_OK) + aclcheck_error(aclresult, ACL_KIND_NAMESPACE, get_namespace_name(namespaceId)); + } + } + /* + * Security check: disallow creating temp tables from security-restricted + * code. This is needed because calling code might not expect untrusted + * tables to appear in pg_temp at the front of its search path. + */ + if ((stmt->relation->relpersistence == RELPERSISTENCE_TEMP + || stmt->relation->relpersistence == RELPERSISTENCE_GLOBAL_TEMP) + && InSecurityRestrictedOperation()) { + ereport(ERROR, + (errcode(ERRCODE_INSUFFICIENT_PRIVILEGE), + errmsg("cannot create temporary table within security-restricted operation"))); + } + + /* + * Select tablespace to use. If not specified, use default tablespace + * (which may in turn default to database's default). + */ + if (stmt->tablespacename) { + tablespaceId = get_tablespace_oid(stmt->tablespacename, false); + } else { + tablespaceId = GetDefaultTablespace(stmt->relation->relpersistence); + /* note InvalidOid is OK in this case */ + } + + dfsTablespace = IsSpecifiedTblspc(tablespaceId, FILESYSTEM_HDFS); + + if (dfsTablespace) { + FEATURE_NOT_PUBLIC_ERROR("HDFS is not yet supported."); + } + + if (dfsTablespace && is_feature_disabled(DATA_STORAGE_FORMAT)) { + ereport(ERROR, (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), errmsg("Unsupport the dfs table in this version."))); + } + + PreCheckCreatedObj(stmt, dfsTablespace, relkind); + + /* Check permissions except when using database's default */ + if (OidIsValid(tablespaceId) && tablespaceId != u_sess->proc_cxt.MyDatabaseTableSpace) { + AclResult aclresult; + + aclresult = pg_tablespace_aclcheck(tablespaceId, GetUserId(), ACL_CREATE); + if (aclresult != ACLCHECK_OK) + aclcheck_error(aclresult, ACL_KIND_TABLESPACE, get_tablespace_name(tablespaceId)); + // view is not related to tablespace, so no need to check permissions + if (isalter && relkind != RELKIND_VIEW && relkind != RELKIND_CONTQUERY) { + aclresult = pg_tablespace_aclcheck(tablespaceId, ownerId, ACL_CREATE); + if (aclresult != ACLCHECK_OK) + aclcheck_error(aclresult, ACL_KIND_TABLESPACE, get_tablespace_name(tablespaceId)); + } + } + + /* In all cases disallow placing user relations in pg_global */ + if (!relisshared && tablespaceId == GLOBALTABLESPACE_OID) + ereport(ERROR, + (errcode(ERRCODE_INVALID_PARAMETER_VALUE), + errmsg("only shared relations can be placed in pg_global tablespace"))); + + /* Identify user ID that will own the table */ + if (!OidIsValid(ownerId)) + ownerId = GetUserId(); + + /* Add default options for relation if need. */ + if (!dfsTablespace) { + if (!u_sess->attr.attr_common.IsInplaceUpgrade) { + stmt->options = AddDefaultOptionsIfNeed(stmt->options, relkind, stmt->row_compress); + } + } else { + checkObjectCreatedinHDFSTblspc(stmt, relkind); + } + + /* Only support one partial cluster key for dfs table. */ + if (stmt->clusterKeys && list_length(stmt->clusterKeys) > 1) { + ereport(ERROR, + (errcode(ERRCODE_INVALID_TABLE_DEFINITION), + errmsg("Only support one partial cluster key for dfs/cstore table."))); + } + + /* Check tablespace's permissions for partition */ + if (stmt->partTableState) { + check_part_tbl_space(stmt, ownerId, dfsTablespace); + } + + /* + * Parse and validate reloptions, if any. + */ + /* global temp table */ + OnCommitAction oncommitAction = GttOncommitOption(stmt->options); + if (stmt->relation->relpersistence == RELPERSISTENCE_GLOBAL_TEMP + && relkind == RELKIND_RELATION) { + if (oncommitAction != ONCOMMIT_NOOP && stmt->oncommit == ONCOMMIT_NOOP) { + stmt->oncommit = oncommitAction; + } else { + if (oncommitAction != ONCOMMIT_NOOP && stmt->oncommit != ONCOMMIT_NOOP) { + stmt->options = RemoveRelOption(stmt->options, "on_commit_delete_rows", NULL); + } + DefElem *opt = makeNode(DefElem); + + opt->type = T_DefElem; + opt->defnamespace = NULL; + opt->defname = "on_commit_delete_rows"; + opt->defaction = DEFELEM_UNSPEC; + + /* use reloptions to remember on commit clause */ + if (stmt->oncommit == ONCOMMIT_DELETE_ROWS) { + opt->arg = reinterpret_cast(makeString("true")); + } else if (stmt->oncommit == ONCOMMIT_PRESERVE_ROWS) { + opt->arg = reinterpret_cast(makeString("false")); + } else if (stmt->oncommit == ONCOMMIT_NOOP) { + opt->arg = reinterpret_cast(makeString("false")); + } else { + elog(ERROR, "global temp table not support on commit drop clause"); + } + stmt->options = lappend(stmt->options, opt); + } + } else if (oncommitAction != ONCOMMIT_NOOP) { + elog(ERROR, "The parameter on_commit_delete_rows is exclusive to the global temp table, which cannot be " + "specified by a regular table"); + } + + reloptions = transformRelOptions((Datum)0, stmt->options, NULL, validnsps, true, false); + + orientedFrom = (Node*)makeString(ORIENTATION_ROW); /* default is ORIENTATION_ROW */ + StdRdOptions* std_opt = (StdRdOptions*)heap_reloptions(relkind, reloptions, true); + if (std_opt != NULL) { + hashbucket = std_opt->hashbucket; + if (hashbucket == true && t_thrd.proc->workingVersionNum < 92063) { + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("hash bucket table not supported in current version!"))); + } + if (pg_strcasecmp(ORIENTATION_COLUMN, StdRdOptionsGetStringData(std_opt, orientation, ORIENTATION_ROW)) == 0) { + orientedFrom = (Node*)makeString(ORIENTATION_COLUMN); + storeChar = ORIENTATION_COLUMN; + } else if (pg_strcasecmp(ORIENTATION_ORC, + StdRdOptionsGetStringData(std_opt, orientation, ORIENTATION_ROW)) == 0) { + /* + * Don't allow "create DFS table" to run inside a transaction block. + * + * "DfsDDLIsTopLevelXact" is set in "case T_CreateStmt" of + * standard_ProcessUtility() + * + * exception: allow "CREATE DFS TABLE" operation in transaction block + * during redis a table. + */ + if (IS_PGXC_COORDINATOR && !IsConnFromCoord() && u_sess->attr.attr_sql.enable_cluster_resize == false) + PreventTransactionChain(u_sess->exec_cxt.DfsDDLIsTopLevelXact, "CREATE DFS TABLE"); + + orientedFrom = (Node*)makeString(ORIENTATION_ORC); + storeChar = ORIENTATION_COLUMN; + } else if(0 == pg_strcasecmp(ORIENTATION_TIMESERIES, + StdRdOptionsGetStringData(std_opt, orientation, ORIENTATION_ROW))) { + orientedFrom = (Node *)makeString(ORIENTATION_TIMESERIES); + storeChar = ORIENTATION_TIMESERIES; + /* for ts table redistribute, timeseries table redis_ is reserved */ + if (!u_sess->attr.attr_sql.enable_cluster_resize) { + if (strncmp(relname, "redis_", 6) == 0) { + ereport(ERROR, + (errcode(ERRCODE_INVALID_TABLE_DEFINITION), + errmsg("Invalid table name prefix redis_, reserved in redis mode."))); + } + } + /* + * Check the kvtype parameter legality for timeseries storage method. + * If all the kvtype exclude tstime are same, change the orientation to row or column explicitly. + */ + timeseries_checked = validate_timeseries(&stmt, &reloptions, &storeChar, &orientedFrom); + std_opt = (StdRdOptions*)heap_reloptions(relkind, reloptions, true); + } + + // Set kvtype to ATT_KV_UNDEFINED in row-oriented or column-oriented table. + if (0 != pg_strcasecmp(storeChar, ORIENTATION_TIMESERIES)) { + clear_kvtype_row_column(stmt); + } + + /* + * Because we also support create partition policy for non timeseries table, we should check parameter + * ttl and period if it contains + */ + if (timeseries_checked || + 0 != pg_strcasecmp(TIME_UNDEFINED, StdRdOptionsGetStringData(std_opt, ttl, TIME_UNDEFINED)) || + 0 != pg_strcasecmp(TIME_UNDEFINED, StdRdOptionsGetStringData(std_opt, period, TIME_UNDEFINED))) { + partition_policy_check(stmt, std_opt, timeseries_checked); + if (stmt->partTableState != NULL) { + check_part_tbl_space(stmt, ownerId, dfsTablespace); + checkPartitionSynax(stmt); + } + } + + if (IS_SINGLE_NODE && stmt->partTableState != NULL) { + if (stmt->partTableState->rowMovement != ROWMOVEMENT_DISABLE) + stmt->partTableState->rowMovement = ROWMOVEMENT_ENABLE; + } + + if (0 == pg_strcasecmp(storeChar, ORIENTATION_COLUMN)) { + CheckCStoreUnsupportedFeature(stmt); + CheckCStoreRelOption(std_opt); + ForbidToSetOptionsForColTbl(stmt->options); + if (stmt->partTableState) { + if (stmt->partTableState->rowMovement == ROWMOVEMENT_DISABLE) { + ereport(NOTICE, + (errmsg("disable row movement is invalid for column stored tables." + " They always enable row movement between partitions."))); + } + /* always enable rowmovement for column stored tables */ + stmt->partTableState->rowMovement = ROWMOVEMENT_ENABLE; + } + } else if (0 == pg_strcasecmp(storeChar, ORIENTATION_TIMESERIES)) { + /* check both support coloumn store and row store */ + CheckCStoreUnsupportedFeature(stmt); + CheckCStoreRelOption(std_opt); + if (stmt->partTableState) { + if (stmt->partTableState->rowMovement == ROWMOVEMENT_DISABLE) + ereport(NOTICE, + (errmsg("disable row movement is invalid for timeseries stored tables." + " They always enable row movement between partitions."))); + /* always enable rowmovement for column stored tables */ + stmt->partTableState->rowMovement = ROWMOVEMENT_ENABLE; + } + if (relkind == RELKIND_RELATION) { + /* only care heap relation. ignore foreign table and index relation */ + forbid_to_set_options_for_timeseries_tbl(stmt->options); + } + + /* construct distribute keys using tstag if not specified */ + if (stmt->distributeby == NULL) { + ListCell* cell = NULL; + DistributeBy* newnode = makeNode(DistributeBy); + List* colnames = NIL; + newnode->disttype = DISTTYPE_HASH; + + foreach (cell, schema) { + ColumnDef* colDef = (ColumnDef*)lfirst(cell); + if (colDef->kvtype == ATT_KV_TAG && IsTypeDistributable(colDef->typname->typeOid)) { + colnames = lappend(colnames, makeString(colDef->colname)); + } + } + if (list_length(colnames) == 0) { + ereport(ERROR, + (errcode(ERRCODE_INVALID_TABLE_DEFINITION), + errmsg("No column can be used as distribution column."))); + } + newnode->colname = colnames; + stmt->distributeby = newnode; + /* if specified hidetag, add a hidden column as distribution column */ + } else if (stmt->distributeby->disttype == DISTTYPE_HIDETAG && + stmt->distributeby->colname == NULL) { + bool has_distcol = false; + ListCell* cell; + foreach (cell, schema) { + ColumnDef* colDef = (ColumnDef*)lfirst(cell); + if (colDef->kvtype == ATT_KV_TAG && IsTypeDistributable(colDef->typname->typeOid)) { + has_distcol = true; + } + } + if (!has_distcol) { + ereport(ERROR, + (errcode(ERRCODE_INVALID_TABLE_DEFINITION), + errmsg("No column can be used as distribution column."))); + } + ColumnDef* colDef = makeColumnDef(TS_PSEUDO_DIST_COLUMN, "char"); + colDef->kvtype = ATT_KV_HIDE; + stmt->tableElts = lappend(stmt->tableElts, colDef); + /* still use hash logic later */ + DistributeBy* distnode = stmt->distributeby; + distnode->disttype = DISTTYPE_HASH; + + distnode->colname = lappend(distnode->colname, makeString(colDef->colname)); + ereport(LOG, (errmodule(MOD_TIMESERIES), errmsg("use implicit distribution column method."))); + } + } else { + if (relkind == RELKIND_RELATION) { + /* only care heap relation. ignore foreign table and index relation */ + ForbidToSetOptionsForRowTbl(stmt->options); + } + } + pfree_ext(std_opt); + } + + if (pg_strcasecmp(storeChar, ORIENTATION_ROW) == 0) { + RowTblCheckCompressionOption(stmt->options); + } + + if (stmt->ofTypename) { + AclResult aclresult; + + ofTypeId = typenameTypeId(NULL, stmt->ofTypename); + + aclresult = pg_type_aclcheck(ofTypeId, GetUserId(), ACL_USAGE); + if (aclresult != ACLCHECK_OK) + aclcheck_error_type(aclresult, ofTypeId); + if (isalter) { + ofTypeId = typenameTypeId(NULL, stmt->ofTypename); + + aclresult = pg_type_aclcheck(ofTypeId, ownerId, ACL_USAGE); + if (aclresult != ACLCHECK_OK) + aclcheck_error_type(aclresult, ofTypeId); + } + } else + ofTypeId = InvalidOid; + + /* + * Look up inheritance ancestors and generate relation schema, including + * inherited attributes. + */ + schema = MergeAttributes( + schema, stmt->inhRelations, stmt->relation->relpersistence, &inheritOids, &old_constraints, &parentOidCount); + + /* + * Create a tuple descriptor from the relation schema. Note that this + * deals with column names, types, and NOT NULL constraints, but not + * default values or CHECK constraints; we handle those below. + */ + if (relkind == RELKIND_COMPOSITE_TYPE) + descriptor = BuildDescForRelation(schema, orientedFrom, relkind); + else + descriptor = BuildDescForRelation(schema, orientedFrom); + + /* Must specify at least one column when creating a table. */ + if (descriptor->natts == 0 && relkind != RELKIND_COMPOSITE_TYPE) { + ereport(ERROR, (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), errmsg("must have at least one column"))); + } + + if (stmt->partTableState) { + List* pos = NIL; + + /* get partitionkey's position */ + pos = GetPartitionkeyPos(stmt->partTableState->partitionKey, schema); + + /* check partitionkey's datatype */ + if (stmt->partTableState->partitionStrategy == PART_STRATEGY_VALUE) { + CheckValuePartitionKeyType(descriptor->attrs, pos); + } else if (stmt->partTableState->partitionStrategy == PART_STRATEGY_INTERVAL) { + CheckIntervalPartitionKeyType(descriptor->attrs, pos); + CheckIntervalValue(descriptor->attrs, pos, stmt->partTableState->intervalPartDef); + } else if (stmt->partTableState->partitionStrategy == PART_STRATEGY_RANGE) { + CheckRangePartitionKeyType(descriptor->attrs, pos); + } else if (stmt->partTableState->partitionStrategy == PART_STRATEGY_LIST) { + CheckListPartitionKeyType(descriptor->attrs, pos); + } else if (stmt->partTableState->partitionStrategy == PART_STRATEGY_HASH) { + CheckHashPartitionKeyType(descriptor->attrs, pos); + } else { + list_free_ext(pos); + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), errmsg("Unsupported partition table!"))); + } + + /* + * Check partitionkey's value for none value-partition table as for value + * partition table, partition value is known until data get loaded. + */ + if (stmt->partTableState->partitionStrategy != PART_STRATEGY_VALUE && + stmt->partTableState->partitionStrategy != PART_STRATEGY_HASH && + stmt->partTableState->partitionStrategy != PART_STRATEGY_LIST) + ComparePartitionValue(pos, descriptor->attrs, stmt->partTableState->partitionList); + else if (stmt->partTableState->partitionStrategy == PART_STRATEGY_LIST) + CompareListValue(pos, descriptor->attrs, stmt->partTableState); + + list_free_ext(pos); + } + + localHasOids = interpretOidsOption(stmt->options); + descriptor->tdhasoid = (localHasOids || parentOidCount > 0); + + if ((pg_strcasecmp(storeChar, ORIENTATION_COLUMN) == 0 || pg_strcasecmp(storeChar, ORIENTATION_TIMESERIES) == 0) && + localHasOids) { + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("Local OID column not supported in column/timeseries store tables."))); + } + + bool is_gc_fdw = false; + if (!isRestoreMode && IsA(stmt, CreateForeignTableStmt) && + (IsSpecifiedFDW(((CreateForeignTableStmt*)stmt)->servername, GC_FDW))) { + is_gc_fdw = true; + } + + /* + * Find columns with default values and prepare for insertion of the + * defaults. Pre-cooked (that is, inherited) defaults go into a list of + * CookedConstraint structs that we'll pass to heap_create_with_catalog, + * while raw defaults go into a list of RawColumnDefault structs that will + * be processed by AddRelationNewConstraints. (We can't deal with raw + * expressions until we can do transformExpr.) + * + * We can set the atthasdef flags now in the tuple descriptor; this just + * saves StoreAttrDefault from having to do an immediate update of the + * pg_attribute rows. + */ + rawDefaults = NIL; + cookedDefaults = NIL; + attnum = 0; + + foreach (listptr, schema) { + ColumnDef* colDef = (ColumnDef*)lfirst(listptr); + + attnum++; + + if (is_gc_fdw) { + if (colDef->constraints != NULL || colDef->is_not_null == true) { + ereport(ERROR, + (errcode(ERRCODE_WRONG_OBJECT_TYPE), + errmsg("column constraint on postgres foreign tables are not supported"))); + } + + Type ctype = typenameType(NULL, colDef->typname, NULL); + + if (ctype) { + Form_pg_type typtup = (Form_pg_type)GETSTRUCT(ctype); + if (typtup->typrelid > 0) { + ereport(ERROR, + (errcode(ERRCODE_WRONG_OBJECT_TYPE), + errmsg("relation type column on postgres foreign tables are not supported"))); + } + + ReleaseSysCache(ctype); + } + } + + if (colDef->raw_default != NULL) { + RawColumnDefault* rawEnt = NULL; + + if (relkind == RELKIND_FOREIGN_TABLE) { + if (!(IsA(stmt, CreateForeignTableStmt) && ( +#ifdef ENABLE_MOT + isMOTTableFromSrvName(((CreateForeignTableStmt*)stmt)->servername) || +#endif + isPostgresFDWFromSrvName(((CreateForeignTableStmt*)stmt)->servername)))) + ereport(ERROR, + (errcode(ERRCODE_WRONG_OBJECT_TYPE), + errmsg("default values on foreign tables are not supported"))); + } + + if (relkind == RELKIND_STREAM) { + ereport(ERROR, + (errcode(ERRCODE_WRONG_OBJECT_TYPE), errmsg("default values on streams are not supported"))); + } + + Assert(colDef->cooked_default == NULL); + + rawEnt = (RawColumnDefault*)palloc(sizeof(RawColumnDefault)); + rawEnt->attnum = attnum; + rawEnt->raw_default = colDef->raw_default; + rawDefaults = lappend(rawDefaults, rawEnt); + descriptor->attrs[attnum - 1]->atthasdef = true; + } else if (colDef->cooked_default != NULL) { + CookedConstraint* cooked = NULL; + + cooked = (CookedConstraint*)palloc(sizeof(CookedConstraint)); + cooked->contype = CONSTR_DEFAULT; + cooked->name = NULL; + cooked->attnum = attnum; + cooked->expr = colDef->cooked_default; + cooked->skip_validation = false; + cooked->is_local = true; /* not used for defaults */ + cooked->inhcount = 0; /* ditto */ + cooked->is_no_inherit = false; + cookedDefaults = lappend(cookedDefaults, cooked); + descriptor->attrs[attnum - 1]->atthasdef = true; + } + if (colDef->clientLogicColumnRef != NULL) { + CeHeapInfo *ceHeapInfo = NULL; + ceHeapInfo = (CeHeapInfo*) palloc(sizeof(CeHeapInfo)); + ceHeapInfo->attnum = attnum; + set_column_encryption(colDef, ceHeapInfo); + ceLst = lappend (ceLst, ceHeapInfo); + } + } + + + /*Get hash partition key based on relation distribution info*/ + + bool createbucket = false; + /* restore mode */ + if (isRestoreMode) { + /* table need hash partition */ + if (hashbucket == true) { + /* here is dn */ + if (u_sess->storage_cxt.dumpHashbucketIds != NULL) { + Assert(stmt->distributeby == NULL); + createbucket = true; + } else { + if (unlikely(stmt->distributeby == NULL)) { + ereport(ERROR, + (errcode(ERRCODE_UNEXPECTED_NULL_VALUE), errmsg("distributeby is NULL."))); + } + } + + bucketinfo = GetRelationBucketInfo(stmt->distributeby, descriptor, &createbucket, InvalidOid, true); + + Assert((createbucket == true && bucketinfo->bucketlist != NULL && bucketinfo->bucketcol != NULL) || + (createbucket == false && bucketinfo->bucketlist == NULL && bucketinfo->bucketcol != NULL)); + } + } else { + /* here is normal mode */ + /* check if the table can be hash partition */ + if (!IS_SINGLE_NODE && !IsInitdb && (relkind == RELKIND_RELATION) && !IsSystemNamespace(namespaceId) && + !IsCStoreNamespace(namespaceId) && (0 == pg_strcasecmp(storeChar, ORIENTATION_ROW)) && + (stmt->relation->relpersistence == RELPERSISTENCE_PERMANENT)) { + if (hashbucket == true || u_sess->attr.attr_storage.enable_hashbucket) { + if (IS_PGXC_DATANODE) { + createbucket = true; + } + bucketinfo = GetRelationBucketInfo(stmt->distributeby, descriptor, + &createbucket, stmt->oldBucket, hashbucket); + + Assert((bucketinfo == NULL && u_sess->attr.attr_storage.enable_hashbucket) || + (createbucket == true && bucketinfo->bucketlist != NULL && bucketinfo->bucketcol != NULL) || + (createbucket == false && bucketinfo->bucketlist == NULL && bucketinfo->bucketcol != NULL)); + } + } else if (hashbucket == true) { + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("The table %s do not support hash bucket", stmt->relation->relname))); + } + } + + /* + * Create the relation. Inherited defaults and constraints are passed in + * for immediate handling --- since they don't need parsing, they can be + * stored immediately. + */ + relationId = heap_create_with_catalog(relname, + namespaceId, + tablespaceId, + InvalidOid, + InvalidOid, + ofTypeId, + ownerId, + descriptor, + list_concat(cookedDefaults, old_constraints), + relkind, + stmt->relation->relpersistence, + relisshared, + relisshared, + localHasOids, + parentOidCount, + stmt->oncommit, + reloptions, + true, + (g_instance.attr.attr_common.allowSystemTableMods || u_sess->attr.attr_common.IsInplaceUpgrade), + stmt->partTableState, + stmt->row_compress, + stmt->oldNode, + bucketinfo, + true, + ceLst); + if (bucketinfo != NULL) { + pfree_ext(bucketinfo->bucketcol); + pfree_ext(bucketinfo->bucketlist); + pfree_ext(bucketinfo); + } + + /* Store inheritance information for new rel. */ + StoreCatalogInheritance(relationId, inheritOids); + + /* + * We must bump the command counter to make the newly-created relation + * tuple visible for opening. + */ + CommandCounterIncrement(); + +#ifdef PGXC + /* + * Add to pgxc_class. + * we need to do this after CommandCounterIncrement + * Distribution info is to be added under the following conditions: + * 1. The create table command is being run on a coordinator + * 2. The create table command is being run in restore mode and + * the statement contains distribute by clause. + * While adding a new datanode to the cluster an existing dump + * that was taken from a datanode is used, and + * While adding a new coordinator to the cluster an exiting dump + * that was taken from a coordinator is used. + * The dump taken from a datanode does NOT contain any DISTRIBUTE BY + * clause. This fact is used here to make sure that when the + * DISTRIBUTE BY clause is missing in the statemnet the system + * should not try to find out the node list itself. + * 3. When the sum of shmemNumDataNodes and shmemNumCoords equals to one, + * the create table command is executed on datanode.In this case, we + * do not write created table info in pgxc_class. + */ + if ((*t_thrd.pgxc_cxt.shmemNumDataNodes + *t_thrd.pgxc_cxt.shmemNumCoords) == 1) + isInitdbOnDN = true; + + if ((!u_sess->attr.attr_common.IsInplaceUpgrade || !IsSystemNamespace(namespaceId)) && + (IS_PGXC_COORDINATOR || (isRestoreMode && stmt->distributeby != NULL && !isInitdbOnDN)) && + (relkind == RELKIND_RELATION || relkind == RELKIND_MATVIEW || + (relkind == RELKIND_STREAM && stmt->distributeby != NULL) || +#ifdef ENABLE_MOT + (relkind == RELKIND_FOREIGN_TABLE && (stmt->distributeby != NULL || + (IsA(stmt, CreateForeignTableStmt) && + isMOTTableFromSrvName(((CreateForeignTableStmt*)stmt)->servername)))))) { +#else + (relkind == RELKIND_FOREIGN_TABLE && stmt->distributeby != NULL))) { +#endif + char* logic_cluster_name = NULL; + PGXCSubCluster* subcluster = stmt->subcluster; + bool isinstallationgroup = (dfsTablespace || relkind == RELKIND_FOREIGN_TABLE + || relkind == RELKIND_STREAM); + if (in_logic_cluster()) { + isinstallationgroup = false; + if (subcluster == NULL) { + logic_cluster_name = PgxcGroupGetCurrentLogicCluster(); + if (logic_cluster_name != NULL) { + subcluster = makeNode(PGXCSubCluster); + subcluster->clustertype = SUBCLUSTER_GROUP; + subcluster->members = list_make1(makeString(logic_cluster_name)); + } + } + } + + /* assemble referenceoid for slice reference table creation */ + FetchSliceReftableOid(stmt, namespaceId); + + AddRelationDistribution( + relname, relationId, stmt->distributeby, subcluster, inheritOids, descriptor, isinstallationgroup); + + if (logic_cluster_name != NULL && subcluster != NULL) { + list_free_deep(subcluster->members); + pfree_ext(subcluster); + pfree_ext(logic_cluster_name); + } + + CommandCounterIncrement(); + /* Make sure locator info gets rebuilt */ + RelationCacheInvalidateEntry(relationId); + } + /* If no Datanodes defined, do not create foreign table */ + if (IS_PGXC_COORDINATOR && (relkind == RELKIND_FOREIGN_TABLE || relkind == RELKIND_STREAM) + && u_sess->pgxc_cxt.NumDataNodes == 0) { + ereport(ERROR, (errcode(ERRCODE_UNDEFINED_OBJECT), errmsg("No Datanode defined in cluster"))); + } +#endif + /* + * Open the new relation and acquire exclusive lock on it. This isn't + * really necessary for locking out other backends (since they can't see + * the new rel anyway until we commit), but it keeps the lock manager from + * complaining about deadlock risks. + */ + rel = relation_open(relationId, AccessExclusiveLock); + + /* + * Now add any newly specified column default values and CHECK constraints + * to the new relation. These are passed to us in the form of raw + * parsetrees; we need to transform them to executable expression trees + * before they can be added. The most convenient way to do that is to + * apply the parser's transformExpr routine, but transformExpr doesn't + * work unless we have a pre-existing relation. So, the transformation has + * to be postponed to this final step of CREATE TABLE. + */ + if (rawDefaults != NULL || stmt->constraints != NULL) { + List *tmp = AddRelationNewConstraints(rel, rawDefaults, stmt->constraints, true, true); + list_free_ext(tmp); + } + + /* + * Now add any cluter key constraint for relation if has. + */ + if (stmt->clusterKeys) + AddRelClusterConstraints(rel, stmt->clusterKeys); + + /* + * Clean up. We keep lock on new relation (although it shouldn't be + * visible to anyone else anyway, until commit). + */ + relation_close(rel, NoLock); + list_free_ext(rawDefaults); + list_free_ext(ceLst); + + return relationId; +} +``` +  可以看到 **DefineRelation** 函数非常的长，没关系，我们只看我们需要的部分就可以啦。 +  首先，来看一下 **heap_reloptions** 函数， **heap_reloptions** 函数用于==获取表的存储选项==，它需要传入表的类型 **relkind**（如 **RELKIND_RELATION** 表示普通关系表，**RELKIND_FOREIGN_TABLE** 表示外部表等）以及 **reloptions**，它是一个存储选项列表。这些选项可以包括各种关于表的存储细节的信息。 +  **heap_reloptions** 函数源码如下：（路径：`src/gausskernel/storage/access/common/reloptions.cpp`） + +```c +/* + * 解析堆、视图和 TOAST 表的选项。 + */ +bytea *heap_reloptions(char relkind, Datum reloptions, bool validate) +{ + StdRdOptions *rdopts = NULL; + + // 根据关系类型选择相应的选项解析 + switch (relkind) { + case RELKIND_TOASTVALUE: + // 对于 TOAST 表，使用默认选项解析，类型为 RELOPT_KIND_TOAST + rdopts = (StdRdOptions *)default_reloptions(reloptions, validate, RELOPT_KIND_TOAST); + if (rdopts != NULL) { + /* 调整仅适用于 TOAST 关系的默认参数 */ + rdopts->fillfactor = 100; + rdopts->autovacuum.analyze_threshold = -1; + rdopts->autovacuum.analyze_scale_factor = -1; + } + return (bytea *)rdopts; + case RELKIND_RELATION: + // 对于堆关系，使用默认选项解析，类型为 RELOPT_KIND_HEAP + return default_reloptions(reloptions, validate, RELOPT_KIND_HEAP); + case RELKIND_VIEW: + case RELKIND_CONTQUERY: + case RELKIND_MATVIEW: + // 对于视图、连续查询和物化视图，使用默认选项解析，类型为 RELOPT_KIND_VIEW + return default_reloptions(reloptions, validate, RELOPT_KIND_VIEW); + default: + /* 不支持其他关系类型 */ + return NULL; + } +} +``` +  其中，`RELKIND_TOASTVALUE、RELKIND_RELATION、RELKIND_VIEW、RELKIND_CONTQUERY和RELKIND_MATVIEW`分别代表不同类型的数据库关系，表示以下含义： +数据库关系类型 | 含义 +:-------- | :----- +RELKIND_TOASTVALUE | 用于存储**大对象**（Large Object，如大文本或大二进制数据）的分片数据。这些分片数据通常是对原始数据进行分段存储，以便在需要时进行透明的读取和管理。 +RELKIND_RELATION | 这是普通的**堆表**（Heap Table），也就是一般的数据表。它用于存储实际的行数据，以及与之关联的各种列信息。 +RELKIND_VIEW | 这是一个**视图**（View），它是一个虚拟的表，由查询定义而来。视图不存储实际的数据，而是提供对其他关系数据的逻辑视图。 +RELKIND_CONTQUERY| 这是一种**持续查询**（Continuous Query），用于处理流数据（Stream Data）。持续查询关系允许用户定义一种查询，它可以随着新数据的到达而动态更新结果。 +RELKIND_MATVIEW| 这是**物化视图**（Materialized View），也是一种虚拟的表，但是与普通视图不同，物化视图会实际存储计算结果，以提高查询性能。 + +  **default_reloptions** 函数的作用是获取一个指向表的默认关系选项的指针，以便后续的处理和使用。总而言之，**heap_reloptions** 函数的作用是提取存储信息，对表的 **reloptions** 进行提取，存储到 **StdRdOptions** 结构体中。 +  以案例中的 **SQL** 语句为例： +```sql +openGauss=# CREATE TABLE customer_test2 +( + state_ID CHAR(2), + state_NAME VARCHAR2(40), + area_ID NUMBER +) +WITH (ORIENTATION = COLUMN); +``` +  调试信息如下： +![在这里插入图片描述](https://i-blog.csdnimg.cn/blog_migrate/7a0279dfae6b401e930600817ee0820c.png) +  接着再来分析如下判断条件： +```c +if (pg_strcasecmp(ORIENTATION_COLUMN, StdRdOptionsGetStringData(std_opt, orientation, ORIENTATION_ROW)) == 0) { + orientedFrom = (Node*)makeString(ORIENTATION_COLUMN); + storeChar = ORIENTATION_COLUMN; + } +``` +>  首先，它使用 `StdRdOptionsGetStringData(std_opt, orientation, ORIENTATION_ROW)` 从存储选项中获取**方向信息**，然后通过 `pg_strcasecmp` 函数将获取到的方向信息与字符串常量 `ORIENTATION_COLUMN` 进行**不区分大小写**的比较。 +>  如果比较的结果为 0，表示存储选项中的方向信息与 `ORIENTATION_COLUMN` 相匹配，那么就会执行以下操作： +>1. 将变量 `orientedFrom` 设置为一个表示**列存储方向的节点**，使用 `makeString(ORIENTATION_COLUMN)` 创建这个节点。 +>2. 将变量 `storeChar` 设置为字符串常量 `ORIENTATION_COLUMN`，以便后续的操作可以使用这个标识来表示方向信息。 +> +>换句话说，这段代码的作用是==检查存储选项中的方向信息是否为列存储==，如果是，则设置相应的变量来表示这个信息。 + +  由实际案例的调试信息可以看到方向信息是列存储 +![在这里插入图片描述](https://i-blog.csdnimg.cn/blog_migrate/ac826f421d5ac6fba359890264f0bb1c.png) +  接着再来分析如下判断条件： +```c + // Set kvtype to ATT_KV_UNDEFINED in row-oriented or column-oriented table. + if (0 != pg_strcasecmp(storeChar, ORIENTATION_TIMESERIES)) { + clear_kvtype_row_column(stmt); + } +``` +  这个判断是在检查存储选项中的**方向信息**是否为 `"TIMESERIES"`，如果不是的话，就执行一个函数 `clear_kvtype_row_column(stmt)` 来设置表的 `kvtype` 属性为 `ATT_KV_UNDEFINED`。 +  换句话说，当存储选项中的方向信息不是 `"TIMESERIES"` 时，将执行一些操作来将表的 `kvtype` 设置为未定义状态。 +  最后，再来分析如下判断条件： +```c +if (0 == pg_strcasecmp(storeChar, ORIENTATION_COLUMN)) { + CheckCStoreUnsupportedFeature(stmt); + CheckCStoreRelOption(std_opt); + ForbidToSetOptionsForColTbl(stmt->options); + if (stmt->partTableState) { + if (stmt->partTableState->rowMovement == ROWMOVEMENT_DISABLE) { + ereport(NOTICE, + (errmsg("disable row movement is invalid for column stored tables." + " They always enable row movement between partitions."))); + } + /* always enable rowmovement for column stored tables */ + stmt->partTableState->rowMovement = ROWMOVEMENT_ENABLE; + } + } else if (0 == pg_strcasecmp(storeChar, ORIENTATION_TIMESERIES)) { + /* check both support coloumn store and row store */ + CheckCStoreUnsupportedFeature(stmt); + CheckCStoreRelOption(std_opt); + if (stmt->partTableState) { + if (stmt->partTableState->rowMovement == ROWMOVEMENT_DISABLE) + ereport(NOTICE, + (errmsg("disable row movement is invalid for timeseries stored tables." + " They always enable row movement between partitions."))); + /* always enable rowmovement for column stored tables */ + stmt->partTableState->rowMovement = ROWMOVEMENT_ENABLE; + } + if (relkind == RELKIND_RELATION) { + /* only care heap relation. ignore foreign table and index relation */ + forbid_to_set_options_for_timeseries_tbl(stmt->options); + } + + /* construct distribute keys using tstag if not specified */ + if (stmt->distributeby == NULL) { + ListCell* cell = NULL; + DistributeBy* newnode = makeNode(DistributeBy); + List* colnames = NIL; + newnode->disttype = DISTTYPE_HASH; + + foreach (cell, schema) { + ColumnDef* colDef = (ColumnDef*)lfirst(cell); + if (colDef->kvtype == ATT_KV_TAG && IsTypeDistributable(colDef->typname->typeOid)) { + colnames = lappend(colnames, makeString(colDef->colname)); + } + } + if (list_length(colnames) == 0) { + ereport(ERROR, + (errcode(ERRCODE_INVALID_TABLE_DEFINITION), + errmsg("No column can be used as distribution column."))); + } + newnode->colname = colnames; + stmt->distributeby = newnode; + /* if specified hidetag, add a hidden column as distribution column */ + } else if (stmt->distributeby->disttype == DISTTYPE_HIDETAG && + stmt->distributeby->colname == NULL) { + bool has_distcol = false; + ListCell* cell; + foreach (cell, schema) { + ColumnDef* colDef = (ColumnDef*)lfirst(cell); + if (colDef->kvtype == ATT_KV_TAG && IsTypeDistributable(colDef->typname->typeOid)) { + has_distcol = true; + } + } + if (!has_distcol) { + ereport(ERROR, + (errcode(ERRCODE_INVALID_TABLE_DEFINITION), + errmsg("No column can be used as distribution column."))); + } + ColumnDef* colDef = makeColumnDef(TS_PSEUDO_DIST_COLUMN, "char"); + colDef->kvtype = ATT_KV_HIDE; + stmt->tableElts = lappend(stmt->tableElts, colDef); + /* still use hash logic later */ + DistributeBy* distnode = stmt->distributeby; + distnode->disttype = DISTTYPE_HASH; + + distnode->colname = lappend(distnode->colname, makeString(colDef->colname)); + ereport(LOG, (errmodule(MOD_TIMESERIES), errmsg("use implicit distribution column method."))); + } + } else { + if (relkind == RELKIND_RELATION) { + /* only care heap relation. ignore foreign table and index relation */ + ForbidToSetOptionsForRowTbl(stmt->options); + } + } +``` +  这段代码根据存储选项中的**方向信息**（**storeChar**）执行一系列操作。 +>1. 如果存储选项的方向是 `"COLUMN"`，则执行以下操作： +>- 调用 `CheckCStoreUnsupportedFeature(stmt)`，检查是否支持**列存储**的特性。 +>- 调用 `CheckCStoreRelOption(std_opt)`，检查**列存储**的关系选项。 +>- 调用 `ForbidToSetOptionsForColTbl(stmt->options)`，禁止为**列存储表**设置特定的选项。 +>- 如果存在分区表状态`（stmt->partTableState）`，则根据分区表状态设置行移动属性为 `"ROWMOVEMENT_ENABLE"`，因为**列存储表**总是启用分区间的行移动。 +>2. 如果存储选项的方向是 `"TIMESERIES"`，则执行以下操作： +>- 调用 `CheckCStoreUnsupportedFeature(stmt)`，检查是否支持**列存储**的特性。 +>- 调用 `CheckCStoreRelOption(std_opt)`，检查**列存储**的关系选项。 +>- 如果存在分区表状态`（stmt->partTableState）`，则根据分区表状态设置行移动属性为 `"ROWMOVEMENT_ENABLE"`。 +>- 如果表的类型是普通表`（relkind == RELKIND_RELATION）`，则禁止为时序存储表设置特定的选项。 +>- 构建分布键使用时间戳标签列作为分布列，如果未指定分布键的话。 +>- 如果指定了隐藏标签`（"HIDETAG"）`的分布方式，且未指定分布列，则添加一个隐藏列作为分布列。 +>3. 如果存储选项的方向不是 `"COLUMN"` 或 `"TIMESERIES"`，则执行以下操作： +>- 如果表的类型是普通表`（relkind == RELKIND_RELATION）`，则禁止为行存储表设置特定的选项。 + +  其次，我们进入到 **CheckCStoreUnsupportedFeature** 函数来看看吧，这个函数用于检查**列存储表是否支持指定的特性**，如果不支持则报告错误。 +  **CheckCStoreUnsupportedFeature** 函数源码如下：（路径：`src/gausskernel/optimizer/commands/tablecmds.cpp`） + +```c +// all unsupported features are checked and error reported here for cstore table +static void CheckCStoreUnsupportedFeature(CreateStmt* stmt) +{ + Assert(stmt); + + if (stmt->relation->relpersistence == RELPERSISTENCE_GLOBAL_TEMP) { + ereport(ERROR, + (errcode(ERRCODE_INVALID_TABLE_DEFINITION), + errmsg("global temporary table can only support heap table"))); + } + + if (stmt->ofTypename) + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("Unsupport feature"), + errdetail("cstore/timeseries don't support relation defination " + "with composite type using CREATE TABLE OF TYPENAME."))); + + if (stmt->inhRelations) { + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("Unsupport feature"), + errdetail("cstore/timeseries don't support relation defination with inheritance."))); + } + + if (stmt->relation->schemaname != NULL && + IsSystemNamespace(get_namespace_oid(stmt->relation->schemaname, false))) { + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("Unsupport feature"), + errdetail("cstore/timeseries don't support relation defination with System namespace."))); + } + CheckPartitionUnsupported(stmt); + // Check constraints + ListCell* lc = NULL; + foreach (lc, stmt->tableEltsDup) { + Node* element = (Node*)lfirst(lc); + /* check table-level constraints */ + if (IsA(element, Constraint) && !CSTORE_SUPPORT_CONSTRAINT(((Constraint*)element)->contype)) { + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("column/timeseries store unsupport constraint \"%s\"", + GetConstraintType(((Constraint*)element)->contype)))); + } else if (IsA(element, ColumnDef)) { + List* colConsList = ((ColumnDef*)element)->constraints; + ListCell* lc2 = NULL; + /* check column-level constraints */ + foreach (lc2, colConsList) { + Constraint* colCons = (Constraint*)lfirst(lc2); + if (!CSTORE_SUPPORT_CONSTRAINT(colCons->contype)) { + ereport(ERROR, + (errcode(ERRCODE_FEATURE_NOT_SUPPORTED), + errmsg("column/timeseries store unsupport constraint \"%s\"", + GetConstraintType(colCons->contype)))); + } + } + } + } +} +``` +  下面是函数中每个部分的解释： +>1. 首先，函数使用 `Assert(stmt)` 确保传入的 `CreateStmt` 结构体非空。 +>2. 如果要创建的表是**全局临时表**`（stmt->relation->relpersistence == RELPERSISTENCE_GLOBAL_TEMP）`，则报告错误，因为**列存储表不支持全局临时表**。 +>3. 如果表的定义中使用了 `CREATE TABLE OF TYPENAME`，报告错误，因为列**存储表不支持使用复合类型定义**。 +>4. 如果表的定义使用了继承`（stmt->inhRelations）`，报告错误，因为**列存储表不支持继承**。 +>5. 如果表的模式名不为空且属于系统命名空间，报告错误，因为列**存储表不支持在系统命名空间中定义**。 +>6. 调用 `CheckPartitionUnsupported(stmt)` 检查分区相关的不支持特性。 +>7. 遍历 `stmt->tableEltsDup` 中的每个元素（表元素，如列定义、约束等），检查是否存在不受支持的约束类型。如果存在不受支持的约束，报告错误。 +>- 针对**表级约束**，检查**约束类型**是否受支持。 +>- 针对**列级约束**，检查**每个列的约束列表中的约束类型**是否受支持。 + +  其次，我们再来看看 **CheckCStoreRelOption** 函数，该函数主要检查 `PARTIAL_CLUSTER_ROWS` 是否小于 `MAX_BATCHROW` 的值。**StdRdOptions** 是一个用于存储关系选项的数据结构，它在代码中用于表示存储引擎的特定选项。 +  其源码如下：（路径：`src/gausskernel/optimizer/commands/tablecmds.cpp`） +```c +void CheckCStoreRelOption(StdRdOptions* std_opt) +{ + Assert(std_opt); + if (std_opt->partial_cluster_rows < std_opt->max_batch_rows && std_opt->partial_cluster_rows >= 0) { + ereport(ERROR, + (errcode(ERRCODE_INVALID_TABLE_DEFINITION), + errmsg("PARTIAL_CLUSTER_ROWS cannot be less than MAX_BATCHROW."), + errdetail("PARTIAL_CLUSTER_ROWS must be greater than or equal to MAX_BATCHROW."), + errhint("PARTIAL_CLUSTER_ROWS is MAX_BATCHROW multiplied by an integer."))); + } +} +``` +  以下是函数的解释： +>1. 首先，函数使用 `Assert(std_opt)` 确保传入的 `StdRdOptions` 结构体非空。 +>2. 如果 `PARTIAL_CLUSTER_ROWS` 的值小于 `MAX_BATCHROW` 并且大于等于0，报告错误。这是因为在列存储表中，`PARTIAL_CLUSTER_ROWS` 表示部分**数据块的行数**，而 `MAX_BATCHROW` 表示**每个批处理的最大行数**。这两个参数应该满足 `PARTIAL_CLUSTER_ROWS >= MAX_BATCHROW` 的关系。 +>报告的错误信息包括： +>- `"PARTIAL_CLUSTER_ROWS"` 不能小于 `"MAX_BATCHROW"`。 +>- `"PARTIAL_CLUSTER_ROWS"` 必须大于或等于 `"MAX_BATCHROW"`。 +>- 提示说明 `"PARTIAL_CLUSTER_ROWS"` 是 `"MAX_BATCHROW"` 乘以一个整数。 + +  了解完了函数，我们再分别来看一下函数中的以下两个函数 + +```c +AlterTableCreateToastTable(rel_oid, toast_options, ((CreateStmt *)stmt)->oldToastNode); +AlterCStoreCreateTables(rel_oid, toast_options, (CreateStmt*)stmt); +``` +  其中，**AlterTableCreateToastTable** 函数的作用是为表创建 **TOAST**（**The Oversized-Attribute Storage Technique**）表，用于==存储那些超过一定大小的大型列数据==。**TOAST** 表存储的是被压缩和分割成块的列值，以优化数据库性能和存储空间的使用。 +>参数解释： +>1. `rel_oid`：要创建 **TOAST** 表的主表的对象标识符（**OID**）。 +>2. `toast_options`：创建 `TOAST` 表的选项，包括压缩、存储引擎等设置。 +>3. `((CreateStmt *)stmt)->oldToastNode` ：源表的 **TOAST** 表节点（如果存在的话），用于在执行 `ALTER TABLE` 操作时将现有的 **TOAST** 表与新创建的 **TOAST** 表进行合并。 + +  **AlterTableCreateToastTable** 函数源码如下：（路径：`src/common/backend/catalog/toasting.cpp`） + +```c +/* + * AlterTableCreateToastTable + * If the table needs a toast table, and doesn't already have one, + * then create a toast table for it. + * + * reloptions for the toast table can be passed, too. Pass (Datum) 0 + * for default reloptions. + * + * We expect the caller to have verified that the relation is a table and have + * already done any necessary permission checks. Callers expect this function + * to end with CommandCounterIncrement if it makes any changes. + */ +void AlterTableCreateToastTable(Oid relOid, Datum reloptions, List *filenodelist) +{ + Relation rel; + bool rel_is_partitioned = check_rel_is_partitioned(relOid); + if (!rel_is_partitioned) { + /* + * Grab an exclusive lock on the target table, since we'll update its + * pg_class tuple. This is redundant for all present uses, since caller + * will have such a lock already. But the lock is needed to ensure that + * concurrent readers of the pg_class tuple won't have visibility issues, + * so let's be safe. + */ + rel = heap_open(relOid, AccessExclusiveLock); + if (needs_toast_table(rel)) + (void)create_toast_table(rel, InvalidOid, InvalidOid, reloptions, false, filenodelist); + } else { + rel = heap_open(relOid, AccessShareLock); + if (needs_toast_table(rel)) + (void)createToastTableForPartitionedTable(rel, reloptions, filenodelist); + } + + heap_close(rel, NoLock); +} +``` +  在 **AlterTableCreateToastTable** 函数中， `if (needs_toast_table(rel))` 判断的是是否需要为某个表创建 **TOAST** 表。其中，**needs_toast_table** 函数中有如下代码段： + +```bash + // column-store relations don't need any toast tables. + if (RelationIsColStore(rel)) + return false; +``` +  因为 **TOAST** 表的创建和维护会增加一些开销，而对于**列存储**表来说，通常**已经具备了高效存储和压缩的特性**，所以不像**行存储**表那样需要单独的 **TOAST** 表来处理大型列数据。 + +  **AlterCStoreCreateTables** 函数的作用是为一个**列存储表**执行一些列存储特定的操作，主要包括以下几个方面： +>1. **创建 CStore 子表（**Delta** 表）** ： 对于列存储表，通常会有一个主表和一个或多个子表（如 **Delta** 表）。**Delta** 表用于存储新增和修改的数据，以便在之后的时间点将这些变更合并到主表中。这个函数可能会创建或配置 **Delta** 表。 +>2. **配置存储选项**： 列存储表可能有一些特定的存储选项，这些选项可能会影响数据的存储、压缩、索引等方面。函数可能会根据提供的参数进行相应的存储选项配置。 +>3. **处理 TOAST 表**： 尽管列存储表不需要创建 **TOAST** 表，但在某些情况下可能需要处理 **TOAST** 相关的选项，例如对于那些不同存储方式混合的列存储表 + +  **AlterCStoreCreateTables** 函数源码如下所示：（路径：`src/common/backend/catalog/cstore_ctlg.cpp`） + +```c +/* + * AlterTableCreateDeltaTable + * 如果是一个 ColStore 表，就应该调用这个函数。 + * 这个函数用于创建一个 Delta 表。 + */ +void AlterCStoreCreateTables(Oid relOid, Datum reloptions, CreateStmt* mainTblStmt) +{ + Relation rel; + + /* + * 获取目标表的排它锁，因为我们将会更新它的 pg_class 元组。 + * 这对于目前的所有使用情况来说都是多余的，因为调用者已经有了这样的锁。 + * 但是为了确保并发读取 pg_class 元组的其他进程不会出现可见性问题，我们保险起见加上这个锁。 + */ + rel = heap_open(relOid, AccessExclusiveLock); + + /* + * Dfs 表将会使用 AlterDfsCreateTables 函数处理。 + */ + if (!RelationIsCUFormat(rel)) { + heap_close(rel, NoLock); + return; + } + + if (!RELATION_IS_PARTITIONED(rel)) { + /* create_delta_table 函数完成所有工作 */ + // 用于创建 Delta 表的，Delta 表存储了列存储表中发生的数据变更（如插入、更新、删除操作）的信息，以便后续进行数据恢复或查询。 + (void)CreateDeltaTable(rel, reloptions, false, mainTblStmt); + // 用于创建 CUDesc 表，也就是变更描述表,CUDesc 表用于记录列存储表中数据变更的信息，如插入、更新、删除的数据。 + (void)CreateCUDescTable(rel, reloptions, false); + // 通过静态方法调用来创建列存储表的存储空间 + CStore::CreateStorage(rel, InvalidOid); + } else { + createCUDescTableForPartitionedTable(rel, reloptions); + createDeltaTableForPartitionedTable(rel, reloptions, mainTblStmt); + CreateStorageForPartition(rel); + } + + heap_close(rel, NoLock); +} +``` +  这里重点看一下 `CStore::CreateStorage` ，**CreateStorage** 为 **CStore** 类中的静态方法 ，用来创建列存储表的存储空间，源码如下所示：（路径：`src/gausskernel/storage/cstore/cstore_am.cpp`） +```c +/* DONT call in redo */ +// 提醒不要在恢复（redo）过程中调用这个函数 +void CStore::CreateStorage(Relation rel, Oid newRelFileNode) +{ + // 获取表的元组描述（Tuple Descriptor）。 + TupleDesc desc = RelationGetDescr(rel); + // 获取表的属性数量。 + int nattrs = desc->natts; + // 获取表的属性信息数组。 + Form_pg_attribute* attrs = desc->attrs; + // 获取表的持久性信息，即表是持久性表还是临时表。 + char relpersistence = rel->rd_rel->relpersistence; + + // 获取表的关系文件节点信息。 + RelFileNode rd_node = rel->rd_node; + // 如果 newRelFileNode 是有效的（即指定了新的关系文件节点），则将当前表的关系文件节点更新为新的关系文件节点。 + if (OidIsValid(newRelFileNode)) { + // use the new filenode if *newRelFileNode* is valid. + rd_node.relNode = newRelFileNode; + } + + for (int i = 0; i < nattrs; i++) { + // 如果当前属性已被标记为删除（attisdropped 为 true），则跳过此属性。 + if (attrs[i]->attisdropped) + continue; + // 获取当前属性的属性编号。 + int attrid = attrs[i]->attnum; + + // 创建一个 CFileNode 实例，用于表示关系文件节点和属性编号。 + CFileNode cnode(rd_node, attrid, MAIN_FORKNUM); + + // create cu file in disk. + // 创建一个 CUStorage 实例，表示列存储单元（Column Unit）的存储。 + CUStorage* custorage = New(CurrentMemoryContext) CUStorage(cnode); + Assert(custorage); + // 调用 custorage 的 CreateStorage 方法来创建存储空间。它会在磁盘上创建相应的 CU 文件。 + custorage->CreateStorage(0, false); + // 删除之前创建的 custorage 实例。 + DELETE_EX(custorage); + + // log and insert into the pending delete list. + // 将关系文件节点、属性编号、持久性信息和表的拥有者信息传递给它，以记录创建存储空间的操作。 + CStoreRelCreateStorage(&rd_node, attrid, relpersistence, rel->rd_rel->relowner); + } +} +``` +  调试信息如下所示： +![在这里插入图片描述](./image/2.png) +  这里我们对 `Form_pg_attribute* attrs = desc->attrs;` 稍作解析： + +```bash +{attrelid = 24646, attname = {data = "state_id", '\000' }, atttypid = 1042, attstattarget = -1, attlen = -1, attnum = 1, attndims = 0, + attcacheoff = -1, atttypmod = 6, attbyval = false, attstorage = 120 'x', attalign = 105 'i', attnotnull = false, atthasdef = false, attisdropped = false, + attislocal = true, attcmprmode = 127 '\177', attinhcount = 0, attcollation = 100, attkvtype = 0 '\000'} +``` +参数 | 含义 +:-------- | :----- +attrelid = 24646 | 表示这个属性所属的表的关系 ID。 +attname = {data = "state_id", '\000' } | 表示属性的名称，这里是 "state_id"。 +atttypid = 1042 | 表示属性的数据类型的 OID。在这个例子中，OID 为 1042，对应的数据类型是字符类型。 +attstattarget = -1 | 表示在自动统计分析期间收集统计信息的目标值。在这里是 -1，表示未指定。 +attlen = -1 | 表示属性的长度（字节数）。在这里是 -1，表示长度是可变的。 +attnum = 1 | 表示属性的编号（从 1 开始）。在这里是 1。 +attndims = 0 | 表示属性的维度数目。在这里是 0，表示这是一个标量属性。 +attcacheoff = -1 | 表示属性在元组中的偏移量。在这里是 -1，表示未指定。 +atttypmod = 6 | 表示属性的类型修饰符。在这里是 6，具体含义取决于属性的数据类型。 +attbyval = false | 表示属性是否按值传递。在这里是 false，表示不是按值传递。 +attstorage = 120 'x' | 表示属性的存储方式。在这里是 'x'，表示外部存储。 +attalign = 105 'i' | 表示属性的对齐方式。在这里是 'i'，表示按照 int 类型的对齐方式。 +attnotnull = false | 表示属性是否可以为 NULL。在这里是 false，表示可以为 NULL。 +atthasdef = false | 表示属性是否有默认值。在这里是 false，表示没有默认值。 +attisdropped = false | 表示属性是否被标记为已删除。在这里是 false，表示没有被标记为删除。 +attislocal = true | 表示属性是否是本地属性。在这里是 true，表示是本表的属性。 +attcmprmode = 127 '\177' | 表示属性的压缩模式。在这里是 127，具体含义取决于属性的数据类型和存储方式。 +attinhcount = 0 | 表示从父表继承的次数。在这里是 0，表示没有从父表继承。 +attcollation = 100 | 表示属性的排序规则的 OID。在这里是 100，对应的排序规则。 +attkvtype = 0 '\000' | 表示属性的键值类型。在这里是 0，表示不是键值属性。 + +# 总结 +  到此，本文初步介绍了列存储创建表的大致流程，其中很多的细节可能并没有详细展开。此外，列存储所涉及的模块和相关知识也非常多，在后续的学习中会不断的跟进。 diff --git a/app/zh/blogs/Kuchiki/image/1.png b/app/zh/blogs/Kuchiki/image/1.png new file mode 100644 index 0000000000000000000000000000000000000000..fc948f8359b9af7d06fd83ae5d4b399688037543 Binary files /dev/null and b/app/zh/blogs/Kuchiki/image/1.png differ diff --git a/app/zh/blogs/Kuchiki/image/2.png b/app/zh/blogs/Kuchiki/image/2.png new file mode 100644 index 0000000000000000000000000000000000000000..3f2dc8bfad9d22596fce8269d64caa600ce5ad94 Binary files /dev/null and b/app/zh/blogs/Kuchiki/image/2.png differ