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我已经将 1.5 亿条记录加载到 MonetDB 中。插入到单个表中的所有数据。该表没有任何约束(例如UNIQUE,..)。我自己没有创建任何索引。原始源 CSV 文件约为 7.2 GB,导入数据库后约为 8 GB。我跑了一个COUNT(*)with WHERE,它在 12 秒内返回。根据文档:

SQL 标准中的索引语句是公认的,但其实现与竞争产品不同。MonetDB/SQL 将这些语句解释为建议,并且经常随意忽略它,依靠自己的决定来创建和维护索引以实现快速访问。

现在怎么知道 MonetDB 自己创建了索引呢?我用过EXPLAIN但我不明白输出:这是实际的查询:

EXPLAIN SELECT COUNT(*) FROM vbvdata WHERE vbvdata_speed > 80 AND vbvdata_lane_id = 2;

这是EXPLAIN输出:

+--------------------------------------------------------------------------------+
| mal                                                                            |
+================================================================================+
| function user.s11_1{autoCommit=true}(A0:bte,A1:bte):void;                      |
|     X_4 := sql.mvc();                                                          |
|     X_46:bat[:oid,:bte]  := sql.bind(X_4,"sys","vbvdata","vbvdata_speed",0);   |
|     X_38:bat[:oid,:bte]  := sql.bind(X_4,"sys","vbvdata","vbvdata_speed",2);   |
|     X_48 := algebra.kdifference(X_46,X_38);                                    |
|     X_49 := algebra.kunion(X_48,X_38);                                         |
|     X_32:bat[:oid,:bte]  := sql.bind(X_4,"sys","vbvdata","vbvdata_speed",1);   |
|     X_50 := algebra.kunion(X_49,X_32);                                         |
|     X_18:bat[:oid,:oid]  := sql.bind_dbat(X_4,"sys","vbvdata",1);              |
|     X_19 := bat.reverse(X_18);                                                 |
|     X_51 := algebra.kdifference(X_50,X_19);                                    |
|     X_25:bat[:oid,:bte]  := sql.bind(X_4,"sys","vbvdata","vbvdata_lane_id",0); |
|     X_27 := algebra.uselect(X_25,A1);                                          |
|     X_23:bat[:oid,:bte]  := sql.bind(X_4,"sys","vbvdata","vbvdata_lane_id",2); |
|     X_28 := algebra.kdifference(X_27,X_23);                                    |
|     X_24 := algebra.uselect(X_23,A1);                                          |
|     X_29 := algebra.kunion(X_28,X_24);                                         |
|     X_21:bat[:oid,:bte]  := sql.bind(X_4,"sys","vbvdata","vbvdata_lane_id",1); |
|     X_22 := algebra.uselect(X_21,A1);                                          |
|     X_30 := algebra.kunion(X_29,X_22);                                         |
|     X_31 := algebra.kdifference(X_30,X_19);                                    |
|     X_52 := algebra.semijoin(X_51,X_31);                                       |
|     X_53 := algebra.thetauselect(X_52,A0,">");                                 |
|     X_55 := algebra.kdifference(X_53,X_38);                                    |
|     X_41 := algebra.semijoin(X_38,X_31);                                       |
|     X_42 := algebra.thetauselect(X_41,A0,">");                                 |
|     X_56 := algebra.kunion(X_55,X_42);                                         |
|     X_35 := algebra.semijoin(X_32,X_31);                                       |
|     X_36 := algebra.thetauselect(X_35,A0,">");                                 |
|     X_57 := algebra.kunion(X_56,X_36);                                         |
|     X_58 := algebra.kdifference(X_57,X_19);                                    |
|     X_59 := algebra.markT(X_58,0@0:oid);                                       |
|     X_60 := bat.reverse(X_59);                                                 |
|     X_12:bat[:oid,:lng]  := sql.bind(X_4,"sys","vbvdata","vbvdata_id",0);      |
|     X_10:bat[:oid,:lng]  := sql.bind(X_4,"sys","vbvdata","vbvdata_id",2);      |
|     X_14 := algebra.kdifference(X_12,X_10);                                    |
|     X_15 := algebra.kunion(X_14,X_10);                                         |
|     X_6:bat[:oid,:lng]  := sql.bind(X_4,"sys","vbvdata","vbvdata_id",1);       |
|     X_16 := algebra.kunion(X_15,X_6);                                          |
|     X_61 := algebra.leftjoin(X_60,X_16);                                       |
|     X_62 := aggr.count(X_61);                                                  |
|     sql.exportValue(1,"sys.vbvdata","L1":str,"wrd",64,0,6,X_62,"");            |
| end s11_1;                                                                     |
| # optimizer.mitosis()                                                          |
| # optimizer.dataflow()                                                         |
+--------------------------------------------------------------------------------+

任何人都可以帮忙吗?

4

1 回答 1

3

一般来说,您无法知道 MonetDB 何时创建/使用索引。这是根据每个运算符调用动态确定的。

于 2013-09-01T21:40:55.850 回答