前往小程序,Get更优阅读体验!
立即前往
首页
学习
活动
专区
工具
TVP
发布
社区首页 >专栏 >源码解析MySQL 的隐式转换

源码解析MySQL 的隐式转换

作者头像
用户1278550
发布2019-09-24 16:10:53
1.2K0
发布2019-09-24 16:10:53
举报
文章被收录于专栏:idbaidba

作者徐晨亮,MySQL DBA,知数堂学员。热衷于数据库优化,自动化运维及数据库周边工具开发,对MySQL源码有一定的兴趣。

一、问题描述

代码语言:javascript
复制
root@mysqldb 22:12:  [xucl]> show create table t1\G
*************************** 1. row ***************************
       Table: t1
Create Table: CREATE TABLE `t1` (
  `id` varchar(255) DEFAULT NULL
) ENGINE=InnoDB DEFAULT CHARSET=utf8
1 row in set (0.00 sec)

root@mysqldb 22:19:  [xucl]> select * from t1;
+--------------------+
| id                 |
+--------------------+
| 204027026112927605 |
| 204027026112927603 |
| 2040270261129276   |
| 2040270261129275   |
| 100                |
| 101                |
+--------------------+
6 rows in set (0.00 sec)

奇怪的现象:

代码语言:javascript
复制
root@mysqldb 22:19:  [xucl]> select * from t1 where id=204027026112927603;
+--------------------+
| id                 |
+--------------------+
| 204027026112927605 |
| 204027026112927603 |
+--------------------+
2 rows in set (0.00 sec)

什么鬼,明明查的是204027026112927603,为什么204027026112927605也出来了

二、源码解释

堆栈调用关系如下所示

其中 JOIN::exec()是执行的入口, Arg_comparator::compare_real()是进行等值判断的函数,其定义如下

代码语言:javascript
复制
int Arg_comparator::compare_real()
{
  /*
    Fix yet another manifestation of Bug#2338. 'Volatile' will instruct
    gcc to flush double values out of 80-bit Intel FPU registers before
    performing the comparison.
  */
  volatile double val1, val2;
  val1= (*a)->val_real();
  if (!(*a)->null_value)
  {
    val2= (*b)->val_real();
    if (!(*b)->null_value)
    {
      if (set_null)
        owner->null_value= 0;
      if (val1 < val2)    return -1;
      if (val1 == val2) return 0;
      return 1;
    }
  }
  if (set_null)
    owner->null_value= 1;
  return -1;
}

比较步骤如下图所示,逐行读取t1表的id列放入val1,而常量204027026112927603存在于cache中,类型为double类型(2.0402702611292762E+17),所以到这里传值给val2后val2=2.0402702611292762E+17。

当扫描到第一行时,204027026112927605转成doule的值为2.0402702611292762e17,等式成立,判定为符合条件的行,继续往下扫描,同理204027026112927603也同样符

MySQL string转成double的定义函数如下:
代码语言:javascript
复制
{
  char buf[DTOA_BUFF_SIZE];
  double res;
  DBUG_ASSERT(end != NULL && ((str != NULL && *end != NULL) ||
                              (str == NULL && *end == NULL)) &&
              error != NULL);

  res= my_strtod_int(str, end, error, buf, sizeof(buf));
  return (*error == 0) ? res : (res < 0 ? -DBL_MAX : DBL_MAX);
}

真正转换函数 my_strtod_int位置在dtoa.c(太复杂了,简单贴个注释吧?)

代码语言:javascript
复制
/*
  strtod for IEEE--arithmetic machines.

  This strtod returns a nearest machine number to the input decimal
  string (or sets errno to EOVERFLOW). Ties are broken by the IEEE round-even
  rule.

  Inspired loosely by William D. Clinger's paper "How to Read Floating
  Point Numbers Accurately" [Proc. ACM SIGPLAN '90, pp. 92-101].

  Modifications:

   1. We only require IEEE (not IEEE double-extended).
   2. We get by with floating-point arithmetic in a case that
     Clinger missed -- when we're computing d * 10^n
     for a small integer d and the integer n is not too
     much larger than 22 (the maximum integer k for which
     we can represent 10^k exactly), we may be able to
     compute (d*10^k) * 10^(e-k) with just one roundoff.
   3. Rather than a bit-at-a-time adjustment of the binary
     result in the hard case, we use floating-point
     arithmetic to determine the adjustment to within
     one bit; only in really hard cases do we need to
     compute a second residual.
   4. Because of 3., we don't need a large table of powers of 10
     for ten-to-e (just some small tables, e.g. of 10^k
     for 0 <= k <= 22).
*/

既然是这样,我们测试下没有溢出的案例

代码语言:javascript
复制
root@mysqldb 23:30:  [xucl]> select * from t1 where id=2040270261129276;
+------------------+
| id               |
+------------------+
| 2040270261129276 |
+------------------+
1 row in set (0.00 sec)

root@mysqldb 23:30:  [xucl]> select * from t1 where id=101;
+------+
| id   |
+------+
| 101  |
+------+
1 row in set (0.00 sec)

结果符合预期,而在本例中,正确的写法应当是

代码语言:javascript
复制
root@mysqldb 22:19:  [xucl]> select * from t1 where id='204027026112927603';
+--------------------+
| id                 |
+--------------------+
| 204027026112927603 |
+--------------------+
1 row in set (0.01 sec)

三、结论

  1. 避免发生隐式类型转换,隐式转换的类型主要有字段类型不一致、in参数包含多个类型、字符集类型或校对规则不一致等
  2. 隐式类型转换可能导致无法使用索引、查询结果不准确等,因此在使用时必须仔细甄别
  3. 数字类型的建议在字段定义时就定义为int或者bigint,表关联时关联字段必须保持类型、字符集、校对规则都一致
  4. 最后贴一下官网对于隐式类型转换的说明吧
代码语言:javascript
复制
1、If one or both arguments are NULL, the result of the comparison is NULL, except for the NULL-safe
<=> equality comparison operator. For NULL <=> NULL, the result is true. No conversion is needed.

2、If both arguments in a comparison operation are strings, they are compared as strings.

3、If both arguments are integers, they are compared as integers.

4、Hexadecimal values are treated as binary strings if not compared to a number.

5、If one of the arguments is a TIMESTAMP or DATETIME column and the other argument is a constant
, the constant is converted to a timestamp before the comparison is performed. This isdone to be more ODBC-friendly. This is not done for the arguments to IN(). To be safe, always
use complete datetime, date, or time strings when doing comparisons. For example, to achieve best
results when using BETWEEN with date or time values, use CAST() to explicitly convert the values to
the desired data type.
A single-row subquery from a table or tables is not considered a constant. For example, if a subquery
returns an integer to be compared to a DATETIME value, the comparison is done as two integers.
The integer is not converted to a temporal value. To compare the operands as DATETIME values,
use CAST() to explicitly convert the subquery value to DATETIME. 

6、If one of the arguments is a decimal value, comparison depends on the other argument. The
arguments are compared as decimal values if the other argument is a decimal or integer value, or as
floating-point values if the other argument is a floating-point value.

7、In all other cases, the arguments are compared as floating-point (real) numbers.

四 参考文章

聊聊 隐式转换

Type Conversion in Expression Evaluation

本文参与 腾讯云自媒体分享计划,分享自微信公众号。
原始发表:2019-09-19,如有侵权请联系 cloudcommunity@tencent.com 删除

本文分享自 yangyidba 微信公众号,前往查看

如有侵权,请联系 cloudcommunity@tencent.com 删除。

本文参与 腾讯云自媒体分享计划  ,欢迎热爱写作的你一起参与!

评论
登录后参与评论
0 条评论
热度
最新
推荐阅读
目录
  • 二、源码解释
    • MySQL string转成double的定义函数如下:
    • 三、结论
      • 四 参考文章
      相关产品与服务
      云数据库 SQL Server
      腾讯云数据库 SQL Server (TencentDB for SQL Server)是业界最常用的商用数据库之一,对基于 Windows 架构的应用程序具有完美的支持。TencentDB for SQL Server 拥有微软正版授权,可持续为用户提供最新的功能,避免未授权使用软件的风险。具有即开即用、稳定可靠、安全运行、弹性扩缩等特点。
      领券
      问题归档专栏文章快讯文章归档关键词归档开发者手册归档开发者手册 Section 归档