S0DimSqlBuilder.cs 16 KB

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  1. using System.Text;
  2. namespace Admin.NET.Plugin.AiDOP.DataPlatform.S0Dim;
  3. /// <summary>
  4. /// 由 <see cref="S0DimDefinition"/> 生成 SQL 的**唯一**位置(纯函数,不接触 DB,可单测)。
  5. ///
  6. /// 生成的所有语句都必须能逐条证明租户范围:
  7. /// staging 侧固定四段谓词 <c>tenant_id / source_system / source_table / sync_batch_id</c>;
  8. /// dim 侧固定 <c>tenant_id</c>;source 侧固定 <c>tenant_id</c>。
  9. /// </summary>
  10. public static class S0DimSqlBuilder
  11. {
  12. /// <summary>staging 别名。</summary>
  13. public const string StgAlias = "s";
  14. /// <summary>dim 别名。</summary>
  15. public const string DimAlias = "d";
  16. /// <summary>source 别名。</summary>
  17. public const string SrcAlias = "a";
  18. /// <summary>业务键各段之间的分隔符,与 <c>MdpStagingWriter.BuildBizKey</c> 的 <c>string.Join("#")</c> 一致。</summary>
  19. public const string BizKeySeparator = "#";
  20. /// <summary>checksum 行内字段分隔(US,业务值不可能包含)。</summary>
  21. private const string FieldSep = "CHAR(31 USING utf8mb4)";
  22. /// <summary>checksum 的 NULL 哨兵(RS),与空串可区分。</summary>
  23. private const string NullSentinel = "CHAR(30 USING utf8mb4)";
  24. private static string Q(string ident)
  25. {
  26. if (!S0DimDefinition.IdentifierRe.IsMatch(ident))
  27. throw new InvalidOperationException($"非法标识符:{ident}");
  28. return $"`{ident}`";
  29. }
  30. /// <summary>列取值表达式(作用于 staging 的 raw_data;TenantIdColumn 例外)。</summary>
  31. private static string ValueExpr(S0DimColumn c) => c.Kind switch
  32. {
  33. S0DimValueKind.TenantIdColumn => $"{StgAlias}.{Q(S0DimDefinition.TenantColumn)}",
  34. S0DimValueKind.Str => MdpJsonSql.Str(StgAlias, c.JsonPath!),
  35. S0DimValueKind.Int => MdpJsonSql.Int(StgAlias, c.JsonPath!),
  36. S0DimValueKind.Dec => MdpJsonSql.Dec(StgAlias, c.JsonPath!, c.Precision, c.Scale),
  37. S0DimValueKind.DateTimeSec => MdpJsonSql.DateTimeSec(StgAlias, c.JsonPath!),
  38. S0DimValueKind.BoolTrue => MdpJsonSql.BoolTrue(StgAlias, c.JsonPath!),
  39. _ => throw new InvalidOperationException($"未支持的取值方式:{c.Kind}")
  40. };
  41. /// <summary>
  42. /// staging 四段固定谓词。<paramref name="withBatch"/> 为 false 时用于「不限本批」的只读对账。
  43. /// </summary>
  44. public static string StagingFilter(bool withBatch = true)
  45. {
  46. var sb = new StringBuilder();
  47. sb.Append($"{StgAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId");
  48. sb.Append($" AND {StgAlias}.`source_system` = @SourceSystem");
  49. sb.Append($" AND {StgAlias}.`source_table` = @SourceTable");
  50. if (withBatch) sb.Append($" AND {StgAlias}.`sync_batch_id` = @BatchId");
  51. return sb.ToString();
  52. }
  53. /// <summary>行级过滤:Required 列非空 + 布尔列可辨识(不满足的行不进 dim,随后被行数对账捕获)。</summary>
  54. private static IReadOnlyList<string> RowGuards(S0DimDefinition def)
  55. {
  56. var guards = new List<string>();
  57. foreach (var c in def.Columns)
  58. {
  59. if (c.Kind == S0DimValueKind.TenantIdColumn) continue;
  60. if (c.Required)
  61. {
  62. guards.Add($"({ValueExpr(c)}) IS NOT NULL");
  63. // IS NOT NULL 挡不住空串。业务键走 CONCAT_WS 拼接,空段会被**保留**,
  64. // 于是 Domain='' 会产出 '#LOC01' 这种「看起来合法」的键,而
  65. // AssertNoSourceDuplicateAsync 的 blank_cnt 只捕获整串全空的情况。
  66. // 当前 Catalog 中 Required 的 Str 列恰好就是全部业务键分量
  67. // (domain_code / work_center_code / department_code / location_code / shelf_code),
  68. // 故此守卫命中面 = 业务键,无附带影响。
  69. if (c.Kind == S0DimValueKind.Str)
  70. guards.Add($"({ValueExpr(c)}) <> ''");
  71. }
  72. if (c.Kind == S0DimValueKind.BoolTrue)
  73. {
  74. // MdpJsonSql.BoolTrue 对 null / 不可识别值静默返回 0;此处强制要求原始值可辨识,
  75. // 否则整行被过滤 → dim_count < stg_count → 对账 FAIL(暴露而非吞掉)
  76. var raw = MdpJsonSql.Raw(StgAlias, c.JsonPath!);
  77. guards.Add($"LOWER({raw}) IN ('1','0','true','false')");
  78. }
  79. }
  80. return guards;
  81. }
  82. /// <summary>
  83. /// dim 物化语句:<c>INSERT INTO dim (...) SELECT ... FROM staging</c>。
  84. /// **刻意不带 ON DUPLICATE KEY UPDATE** —— 源侧业务键重复时直接撞 dim 唯一键报错,
  85. /// 由外层事务回滚(transform fail),绝不 last-wins。
  86. /// 参数:@TenantId @SourceSystem @SourceTable @BatchId @Now
  87. /// </summary>
  88. public static string BuildInsertSql(S0DimDefinition def)
  89. {
  90. def.Validate();
  91. var cols = new List<string>();
  92. var vals = new List<string>();
  93. foreach (var c in def.Columns)
  94. {
  95. cols.Add(Q(c.TargetColumn));
  96. vals.Add(ValueExpr(c));
  97. }
  98. cols.AddRange(["`source_system`", "`source_biz_key`", "`sync_batch_id`", "`sync_time`"]);
  99. vals.AddRange([$"{StgAlias}.`source_system`", $"{StgAlias}.`source_biz_key`", "@BatchId", "@Now"]);
  100. var where = new List<string> { StagingFilter() };
  101. where.AddRange(RowGuards(def));
  102. return $"""
  103. INSERT INTO {Q(def.DimTable)}
  104. ({string.Join(", ", cols)})
  105. SELECT
  106. {string.Join(",\n ", vals)}
  107. FROM {Q(def.StagingTable)} {StgAlias}
  108. WHERE {string.Join("\n AND ", where)}
  109. """;
  110. }
  111. /// <summary>staging 分区清理(purge)。参数:@TenantId @SourceSystem @SourceTable</summary>
  112. public static string BuildPurgeStagingSql(S0DimDefinition def) =>
  113. $"""
  114. DELETE {StgAlias} FROM {Q(def.StagingTable)} {StgAlias}
  115. WHERE {StagingFilter(withBatch: false)}
  116. """;
  117. /// <summary>源表行数(按租户)。参数:@TenantId</summary>
  118. public static string BuildSourceCountSql(S0DimDefinition def) =>
  119. $"SELECT COUNT(*) FROM {Q(def.SourceTable)} {SrcAlias} " +
  120. $"WHERE {SrcAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId";
  121. /// <summary>源表中无法归属租户的行数(tenant_id IS NULL 或 &lt;= 0)—— 这些行整条链路都看不见。</summary>
  122. public static string BuildSourceUntenantedCountSql(S0DimDefinition def) =>
  123. $"SELECT COUNT(*) FROM {Q(def.SourceTable)} {SrcAlias} " +
  124. $"WHERE {SrcAlias}.{Q(S0DimDefinition.TenantColumn)} IS NULL " +
  125. $"OR {SrcAlias}.{Q(S0DimDefinition.TenantColumn)} <= 0";
  126. /// <summary>staging 行数。参数:@TenantId @SourceSystem @SourceTable [@BatchId]</summary>
  127. public static string BuildStagingCountSql(S0DimDefinition def, bool withBatch = true) =>
  128. $"SELECT COUNT(*) FROM {Q(def.StagingTable)} {StgAlias} WHERE {StagingFilter(withBatch)}";
  129. /// <summary>dim 行数(按租户)。参数:@TenantId</summary>
  130. public static string BuildDimCountSql(S0DimDefinition def) =>
  131. $"SELECT COUNT(*) FROM {Q(def.DimTable)} {DimAlias} " +
  132. $"WHERE {DimAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId";
  133. /// <summary>dim 中不属于本批的残留行数(FULL Replace 之后必须为 0)。参数:@TenantId @BatchId</summary>
  134. public static string BuildDimBatchImpuritySql(S0DimDefinition def) =>
  135. $"SELECT COUNT(*) FROM {Q(def.DimTable)} {DimAlias} " +
  136. $"WHERE {DimAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId " +
  137. $"AND {DimAlias}.`sync_batch_id` <> @BatchId";
  138. /// <summary>源侧业务键表达式(物理列,与 mdp_entity.biz_key_expr 同序同分隔)。</summary>
  139. public static string SourceBizKeyExpr(S0DimDefinition def) =>
  140. $"CONCAT_WS('{BizKeySeparator}', {string.Join(", ", def.SourceBizKeyColumns.Select(c => $"{SrcAlias}.{Q(c)}"))})";
  141. /// <summary>dim 侧业务键表达式(去掉 tenant_id 后的业务键列)。</summary>
  142. public static string DimBizKeyExpr(S0DimDefinition def) =>
  143. $"CONCAT_WS('{BizKeySeparator}', {string.Join(", ", def.BusinessKeyColumns.Skip(1).Select(c => $"{DimAlias}.{Q(c)}"))})";
  144. /// <summary>三层业务键集合来源子查询。</summary>
  145. public static string SourceBizKeySetSql(S0DimDefinition def) =>
  146. $"SELECT {SourceBizKeyExpr(def)} AS bk FROM {Q(def.SourceTable)} {SrcAlias} " +
  147. $"WHERE {SrcAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId";
  148. /// <inheritdoc cref="SourceBizKeySetSql"/>
  149. public static string StagingBizKeySetSql(S0DimDefinition def, bool withBatch = true) =>
  150. $"SELECT {StgAlias}.`source_biz_key` AS bk FROM {Q(def.StagingTable)} {StgAlias} WHERE {StagingFilter(withBatch)}";
  151. /// <inheritdoc cref="SourceBizKeySetSql"/>
  152. public static string DimBizKeySetSql(S0DimDefinition def) =>
  153. $"SELECT {DimBizKeyExpr(def)} AS bk FROM {Q(def.DimTable)} {DimAlias} " +
  154. $"WHERE {DimAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId";
  155. /// <summary>集合差集计数:<paramref name="leftSql"/> \ <paramref name="rightSql"/>。</summary>
  156. public static string BuildAntiJoinCountSql(string leftSql, string rightSql) =>
  157. $"""
  158. SELECT COUNT(*) FROM ({leftSql}) x
  159. LEFT JOIN ({rightSql}) y ON y.bk <=> x.bk
  160. WHERE y.bk IS NULL
  161. """;
  162. /// <summary>集合内是否有重复 / 空业务键:返回 (总数, 去重数, 空值数)。</summary>
  163. public static string BuildBizKeyQualitySql(string setSql) =>
  164. $"""
  165. SELECT COUNT(*) AS total, COUNT(DISTINCT x.bk) AS distinct_cnt,
  166. SUM(CASE WHEN x.bk IS NULL OR x.bk = '' THEN 1 ELSE 0 END) AS blank_cnt
  167. FROM ({setSql}) x
  168. """;
  169. /// <summary>NULL 归一(checksum 用)。</summary>
  170. private static string Norm(string expr, S0DimValueKind kind) => kind switch
  171. {
  172. S0DimValueKind.DateTimeSec => $"IFNULL(DATE_FORMAT({expr}, '%Y-%m-%d %H:%i:%s'), {NullSentinel})",
  173. S0DimValueKind.BoolTrue => $"IFNULL(CAST(CAST({expr} AS UNSIGNED) AS CHAR), {NullSentinel})",
  174. _ => $"IFNULL(CAST({expr} AS CHAR), {NullSentinel})"
  175. };
  176. private static IReadOnlyList<S0DimColumn> ChecksumColumns(S0DimDefinition def) =>
  177. def.Columns.Where(c => c.Kind != S0DimValueKind.TenantIdColumn).ToList();
  178. /// <summary>
  179. /// 单行哈希:MD5 前 15 个十六进制位 → 60 bit 无符号整数。
  180. ///
  181. /// 🔴 <c>CAST(... AS UNSIGNED)</c> **不可省略**:<c>CONV()</c> 返回的是**字符串**,
  182. /// 而 MySQL 的 <c>SUM(字符串)</c> 会按 DOUBLE 累加 —— 只有约 16 位有效数字,
  183. /// 19 位的和末几位不可靠,且**两侧扫描顺序不同会产生不同舍入**,
  184. /// 于是完全相同的数据也会算出不同校验和(2026-09-07 Batch 2 实测:
  185. /// 同一租户 source=…980000 / dim=…980700,count 相同却误报不一致)。
  186. /// 转成整数后 <c>SUM</c> 走 DECIMAL 精确累加,与顺序无关。
  187. /// </summary>
  188. private static string RowHash(string rowStringExpr) =>
  189. $"CAST(CONV(SUBSTRING(MD5({rowStringExpr}),1,15),16,10) AS UNSIGNED)";
  190. /// <summary>
  191. /// 属性校验和:<c>SUM(<see cref="RowHash"/>)</c>。
  192. /// 用 SUM 而非 GROUP_CONCAT/BIT_XOR:交换律使**排序与结果无关**(无需 ORDER BY,也不受 group_concat_max_len 截断);
  193. /// XOR 会让成对重复相互抵消从而掩盖重复。必须与 COUNT 成对使用。
  194. /// </summary>
  195. public static string BuildSourceChecksumSql(S0DimDefinition def)
  196. {
  197. var parts = ChecksumColumns(def).Select(c => Norm($"{SrcAlias}.{Q(c.JsonPath!)}", c.Kind));
  198. var rowStr = $"CONCAT_WS({FieldSep}, {Norm(SourceBizKeyExpr(def), S0DimValueKind.Str)}, {string.Join(", ", parts)})";
  199. return $"SELECT COUNT(*) AS cnt, CAST(IFNULL(SUM({RowHash(rowStr)}),0) AS DECIMAL(40,0)) AS chk " +
  200. $"FROM {Q(def.SourceTable)} {SrcAlias} WHERE {SrcAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId";
  201. }
  202. /// <inheritdoc cref="BuildSourceChecksumSql"/>
  203. public static string BuildDimChecksumSql(S0DimDefinition def)
  204. {
  205. var parts = ChecksumColumns(def).Select(c => Norm($"{DimAlias}.{Q(c.TargetColumn)}", c.Kind));
  206. var rowStr = $"CONCAT_WS({FieldSep}, {Norm(DimBizKeyExpr(def), S0DimValueKind.Str)}, {string.Join(", ", parts)})";
  207. return $"SELECT COUNT(*) AS cnt, CAST(IFNULL(SUM({RowHash(rowStr)}),0) AS DECIMAL(40,0)) AS chk " +
  208. $"FROM {Q(def.DimTable)} {DimAlias} WHERE {DimAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId";
  209. }
  210. /// <summary>dim 业务键重复计数(唯一键之外的兜底断言)。参数:@TenantId</summary>
  211. public static string BuildDimDuplicateBizKeySql(S0DimDefinition def) =>
  212. $"""
  213. SELECT COUNT(*) FROM (
  214. SELECT {DimBizKeyExpr(def)} AS bk
  215. FROM {Q(def.DimTable)} {DimAlias}
  216. WHERE {DimAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId
  217. GROUP BY bk HAVING COUNT(*) > 1
  218. ) z
  219. """;
  220. /// <summary>镜像唯一性断言(如 dim_location 的 (tenant_id, location_code))。参数:@TenantId</summary>
  221. public static string BuildMirrorUniqueViolationSql(S0DimDefinition def)
  222. {
  223. if (def.MirrorUniqueColumns is not { Count: > 0 }) throw new InvalidOperationException($"[{def.Key}] 未声明 MirrorUniqueColumns");
  224. var cols = string.Join(", ", def.MirrorUniqueColumns.Select(c => $"{DimAlias}.{Q(c)}"));
  225. return $"""
  226. SELECT COUNT(*) FROM (
  227. SELECT {cols}
  228. FROM {Q(def.DimTable)} {DimAlias}
  229. WHERE {DimAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId
  230. GROUP BY {cols} HAVING COUNT(*) > 1
  231. ) z
  232. """;
  233. }
  234. /// <summary>孤儿子行(父维度中找不到父行)。参数:@TenantId</summary>
  235. /// <summary>
  236. /// 孤儿判定的公共 FROM/WHERE —— 样本查询与计数查询**共用同一份**,避免两处口径漂移。
  237. ///
  238. /// 「未建立关系」不是孤儿:父键列为 NULL 表示该行压根没声明父(如员工未分配部门),
  239. /// 与「声明了父但父不存在」(真悬挂)是两种语义。<c>&lt;=&gt;</c> 是 NULL 安全等值,
  240. /// 而父维度的业务键列均为 NOT NULL,故不加 <c>IS NOT NULL</c> 过滤会把全部未分配行
  241. /// 误报成孤儿,淹没真正的悬挂引用。对父键全部 Required 的维度(如 LocationShelf)本条件恒真,行为不变。
  242. /// </summary>
  243. private static string OrphanFromWhere(S0DimDefinition def)
  244. {
  245. var on = string.Join(" AND ", def.ParentKeyColumns!.Select(c => $"p.{Q(c)} <=> {DimAlias}.{Q(c)}"));
  246. var declared = string.Join(" AND ", def.ParentKeyColumns!.Select(c => $"{DimAlias}.{Q(c)} IS NOT NULL"));
  247. return $"""
  248. FROM {Q(def.DimTable)} {DimAlias}
  249. LEFT JOIN {Q(def.ParentDimTable!)} p
  250. ON p.{Q(S0DimDefinition.TenantColumn)} = {DimAlias}.{Q(S0DimDefinition.TenantColumn)} AND {on}
  251. WHERE {DimAlias}.{Q(S0DimDefinition.TenantColumn)} = @TenantId AND {declared} AND p.`id` IS NULL
  252. """;
  253. }
  254. /// <summary>孤儿子行**样本**(受 limit 截断)。参数:@TenantId</summary>
  255. public static string BuildOrphanChildSql(S0DimDefinition def, int limit)
  256. {
  257. AssertParentDeclared(def);
  258. var sel = string.Join(", ", def.BusinessKeyColumns.Skip(1).Select(c => $"{DimAlias}.{Q(c)}"));
  259. return $"SELECT {sel} {OrphanFromWhere(def)} LIMIT {limit}";
  260. }
  261. /// <summary>孤儿子行**真实总数**(不截断)。参数:@TenantId</summary>
  262. public static string BuildOrphanChildCountSql(S0DimDefinition def)
  263. {
  264. AssertParentDeclared(def);
  265. return $"SELECT COUNT(*) {OrphanFromWhere(def)}";
  266. }
  267. private static void AssertParentDeclared(S0DimDefinition def)
  268. {
  269. if (def.ParentDimTable is null || def.ParentKeyColumns is not { Count: > 0 })
  270. throw new InvalidOperationException($"[{def.Key}] 未声明父维度");
  271. }
  272. }