Sql 基于在确定范围内顺序查找其他值来修改列的值
好的,这是我的桌子,大得多,有不同风格的a,B,C,DSql 基于在确定范围内顺序查找其他值来修改列的值,sql,sas,proc,Sql,Sas,Proc,好的,这是我的桌子,大得多,有不同风格的a,B,C,D +-------+-------+---------+ | Style | Range | Int | +-------+-------+---------+ | A | 0-1 | . | | A | 1-5 | . | | A | 5-11 | . | | A | 11-12 | . | | A | 12-24 | -999999
+-------+-------+---------+
| Style | Range | Int |
+-------+-------+---------+
| A | 0-1 | . |
| A | 1-5 | . |
| A | 5-11 | . |
| A | 11-12 | . |
| A | 12-24 | -999999 |
| A | 24-36 | 0 |
| A | 36-48 | 0 |
| A | 48-60 | -999999 |
| A | 60+ | 0 |
+-------+-------+---------+
我想根据如下顺序更改每一个-9999999值:
if(int = -999999) and range ='12-24'
then get the first non null value in int from
11-12, 5-11, 1-5, 0-1 24-36, 36-48, 48-60, 60+ in that order
if(int = -999999) and range ='0-1' or '1-5' or '5-11' or '11-12'
then get the first non null value in int from
12-24, 11-12, 5-11, 1-5, 0-1 24-36, 36-48, 48-60, 60+ in that order without looking up self
if(int = -999999) and range ='24-36'
then get the first non null value in int from
36-48, 48-60, 60+, 12-24, 11-12, 5-11, 1-5, 0-1 in that order
if(int = -999999) and range ='36-48' or '48-60' or '60+'
then get the first non null value in int from
24-36, 36-48, 48-60, 60+, 12-24, 11-12, 5-11, 1-5, 0-1 in that order without looking up self
这会让我得到这张桌子:
+-------+-------+---------+
| Style | Range | Int |
+-------+-------+---------+
| A | 0-1 | . |
| A | 1-5 | . |
| A | 5-11 | . |
| A | 11-12 | . |
| A | 12-24 | 0 |
| A | 24-36 | 0 |
| A | 36-48 | 0 |
| A | 48-60 | 0 |
| A | 60+ | 0 |
+-------+-------+---------+
希望这是清楚的。有没有更简单的方法
感谢处理的每个样式,您必须将所有int值存储在一个数组或散列中,并执行以12-24为中心的特殊向后然后向前规则 问:假设您的样本数据为0-1-999999。规则将从12-24范围中选择-999999。您是搜索一次直到不丢失,还是搜索多个直到不丢失和不丢失。也许您认为此类数据不会出现,但数据并不关心您的想法: 假设每种风格都有九个范围。串行DOW循环将允许您在遍历组的项目时对组INT进行数组,然后根据查找规则处理每个项目。这些规则可以编码在一个增量表中,该表指示下一个查找值的位置
data have; infile datalines dlm='|';
input
Style$ Range$ Int; datalines;
| A | 0-1 | . |
| A | 1-5 | . |
| A | 5-11 | . |
| A | 11-12 | . |
| A | 12-24 | -999999 |
| A | 24-36 | 0 |
| A | 36-48 | 0 |
| A | 48-60 | -999999 |
| A | 60+ | 0 |
run;
data want;
array ints(9) int_1 - int_9;
do _n_ = 1 by 1 until (last.style);
set have;
by style;
ints(_n_) = int;
end;
do _n_ = 1 to _n_;
set have;
if int = -999999 then do;
* traversal data for look up rules;
array rule[9,9] _temporary_ (
/* 0-1 */ +4 +3 +2 +1 +0 +5 +6 +7 +8
/* 1-5 */ +3 +2 +1 +0 -1 +4 +5 +6 +7
/* 5-11 */ +2 +1 +0 -1 -2 +3 +4 +5 +6
/* 11-12 */ +1 +0 -1 -2 -3 +2 +3 +4 +5
/* 12-24 */ -1 -2 -3 -4 +0 +1 +2 +3 +4
/* 24-36 */ +1 +2 +3 +0 -1 -2 -3 -4 -5
/* 36-48 */ -1 +0 +1 +2 -2 -3 -4 -5 -6
/* 48-60 */ -2 -1 +0 +1 -3 -4 -5 -6 -7
/* 60+ */ -3 -2 -1 +0 -4 -5 -6 -7 -8
);
do _m_ = 1 to 9 while (int = -999999);
step = rule(_n_,_m_);
if ints(_n_ + step) not in (., -999999) then
int = ints(_n_ + step);
end;
end;
output;
end;
drop int_: _m_ step;
run;
@Whymath询问规则数组是如何生成的
编码假定每个组都有每个范围,范围按问题中所述的顺序排序
Array
Range Index
----- -----
0-1 1
1-5 2
5-11 3
11-12 4
12-24 5
24-36 6
36-48 7
48-60 8
60+ 9
范围数组索引用于规则数组的第一个维度
那么,当为范围0-1找到-999999时,该怎么办?第二个if告诉你
ifint=-999999,范围为0-1或1-5或5-11或11-12
然后从中获取int中的第一个非空值
12-24,11-12,5-11,1-5,0-124-36,36-48,48-60,60+按顺序排列
第一个DO循环使用假定每个范围都有一个值的组的int值填充包含9个值的int数组
因此,当-999999找到@0-1时,if表示按范围查找顺序查找非null、非-999999:
0-1 range lookup index delta
index lookup index [0-1] index to lookup index
----- ------ ------ --------
1 12-24 5 +4
1 11-12 4 +3
1 5-11 3 +2
1 1-5 2 +1
1 0-1 1 0
1 24-36 6 +5
1 36-48 7 +6
1 48-60 8 +7
1 60+ 9 +8
向下查看索引增量,这些值成为搜索非null非-999999时要应用的步骤。索引增量是规则表中的第二个维度,因此这些值会在二维数组初始化中传递
对其他8个范围重复“步骤”的逻辑转换,得到9x9规则矩阵
如果范围不一定完整,则可以使用哈希而不是数组来完成每个组中的值和搜索规则。下面是一个使用Proc DS2和多数据哈希规则的示例
* implement loop over group_lookup[logic_lookup[range]];
* the inner lookup result becomes the key for the outer lookup;
proc ds2;
data want(overwrite=yes keep=(style range "int"));
declare char(8) style;
declare char(8) range key;
declare int "int" value;
declare package hash group_lookup([key], [value]);
declare package hash logic_lookup();
method init();
declare char(8) keys[9];
declare int index;
logic_lookup.keys([range]);
logic_lookup.data([key]);
logic_lookup.multiData('yes');
logic_lookup.defineDone();
keys := ('12-24' '11-12' '5-11' '1-5' '0-1' '24-36' '36-48' '48-60' '60+');
range = '0-1'; do index = 1 to dim(keys); key = keys[index]; if key ne range then logic_lookup.add(); end;
range = '1-5'; do index = 1 to dim(keys); key = keys[index]; if key ne range then logic_lookup.add(); end;
range = '5-11'; do index = 1 to dim(keys); key = keys[index]; if key ne range then logic_lookup.add(); end;
range = '11-12'; do index = 1 to dim(keys); key = keys[index]; if key ne range then logic_lookup.add(); end;
range = '12-24'; do index = 1 to dim(keys); key = keys[index]; if key ne range then logic_lookup.add(); end;
keys := ('24-36' '36-48' '48-60' '60+' '12-24' '11-12' '5-11' '1-5' '0-1' '24-36');
range = '24-36'; do index = 1 to dim(keys); key = keys[index]; if key ne range then logic_lookup.add(); end;
range = '36-48'; do index = 1 to dim(keys); key = keys[index]; if key ne range then logic_lookup.add(); end;
range = '48-60'; do index = 1 to dim(keys); key = keys[index]; if key ne range then logic_lookup.add(); end;
range = '60+'; do index = 1 to dim(keys); key = keys[index]; if key ne range then logic_lookup.add(); end;
end;
method findReplacement(char(10) range, int in_value) returns int;
declare int result rc;
if in_value not in (. -999999) then return in_value;
if logic_lookup.find() eq 0 then do; * hash host variables [range] and [key] are global, do not mask them with local variables of the same name;
if group_lookup.find() eq 0 then do; * hash host variables [keys] and [value] are global, do not mask them with local variables of the same name;
if value not in (. -999999) then return value;
do while (logic_lookup.has_next() = 0); * search the other rule ranges listed in the multidata;
if logic_lookup.find_next() = 0
& group_lookup.find() = 0
& value not in (. -999999) then return value;
end;
end;
end;
else do;
put 'ERROR: Invalid range in data,' range=;
end;
return in_value;
end;
method run();
declare int rc;
declare double index;
group_lookup.clear();
do index = 1 to CONSTANT('BIG') until(last.style);
set have(locktable=share);
by style;
group_lookup.add([range],["int"]); * key -> value;
end;
do index = 1 to index;
set have;
"int" = findReplacement(range, "int");
output;
end;
end;
enddata;
run;
quit;
%let syslast = want;
根本不清楚你在做什么。看起来您将所有的-999999值都更改为零。为什么它们都变为零?为什么最后一个没有变为48?最后一个-999999处于第四个if状态。由于此行int=-9999999,范围为36-48'或“48-60”或“60+”,因此我得到int列的第一个非空值,范围为24-36、36-48、48-60、60+、12-24、11-12、5-11、1-5、0-1。在这里,第一次查找是24-36,它等于0,因此-999999->0。您显示的是一个特定的子范围已经附加到要更改的值。你怎么知道对于那个观察,什么范围列表适用于它?看起来样式实际上是链接到范围集的内容,您希望为给定的样式值获取最小范围。或者我们应该从一个只有INT列的输入源开始?或者,您是将INT的最小非负值作为样式值?这个范围值是多少?这种风格和范围的结合?你的回答让我惊讶,非常令人印象深刻!我只能考虑使用多个set语句和4个合并函数。顺便问一下,您是如何创建规则数组的?