我要做的是找到前一天购买了一个Series X
或Series A
小部件的所有客户,只要这是他们第一次从中购买小部件。如果他们购买了多个符合条件的小部件Series X
,那么我应该只获得它的记录。希望这是有道理的,所以这是数据
[customers]
c_id cp_id
--------------
1 cp1
2 cp2
3 cp3
4 cp4
5 cp5
6 cp6
7 cp7
8 cp8
9 cp9
10 cp10
[widget_orders - c_id maps to c_id in customers]
c_id w_sku o_date
----------------------
1 w1 2012-10-10
2 w1 2012-10-10
2 w2 2012-10-10
3 w1 2012-10-10
3 w2 2012-10-10
4 w1 2012-10-10
4 w2 2012-10-10
5 w1 2012-10-10
5 w2 2012-10-10
6 w1 2012-10-10
6 w2 2012-10-10
7 w2 2012-10-10
8 w1 2012-10-10
9 w3 2012-10-10
[widgets - w_sku maps to w_sku in widget_orders]
w_sku w_series
------------------
w1 Series A
w2 Series X
w3 Series C
[customer_data - c_id maps to c_id in customers]
cp_id seriesA_fPurch seriesX_fPurch
--------------------------------------
cp3
cp4 2012-09-15
cp5 2012-09-15
cp6 2012-09-15 2012-09-15
cp7 2012-09-15
cp8 2012-09-15
这是我想要返回的数据,忽略 () 中的描述
cp_id series
--------------
cp1 Series A (bought series A and had NO prior purchase history)
cp2 Series X (bought both series, but X has rank - no purchase history)
cp3 Series X (bought both series, but X has rank - has purchase history recors albeit not for these)
cp4 Series X (bought both series, but X has rank - already had A history anyways)
cp5 Series A (bought both series, although X has rank they had previously bought series X)
以下人员未显示在结果中
cp6 - they had previously bought both series
cp7 - bought a series x, but had in the past
cp8 - bought a series a, but had in the past
cp9 - bought a widget in neither series
cp10 - didnt buy anything
希望所有这些都是有道理的,有人可以在这里帮助我!
所以总结一下逻辑,也许在这里更清楚地定义它是我将如何描述需要以类似步骤的方式发生的事情
1) Find all customers who have no matching records in the customer_data table
2) Find all customers who have a null value in either *purch column in the customer_data table
3) Combine these results together
4) Take the results and find the customers who made a purchase yesterday
5) Take the results and find the customers who purchased Series A or Series X
6) Take the results and do the following
6a) If the purchase was Series A and they have a value for series A purch already drop them from results
6b) If the purchase was Series X and they have a value for series X purch already drop them from results
7) Take the results and remove duplicate records based on the cp_id - Series X takes presedence over Series A