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Starting from this list of results, you need to get the products that are most frequently bought along with this product. The first problem with this list of products is that it includes the product with the ProductID of 4. To eliminate it from the list (because, of course, you can t put it in the recommendations list), you simply add one more rule to the WHERE clause: SELECT od2.ProductID FROM OrderDetail od1 JOIN OrderDetail od2 ON od1.OrderID = od2.OrderID WHERE od1.ProductID = 4 and od2.ProductID != 4 Not surprisingly, you get a list of products that is similar to the previous one, except it doesn t contain the product with a ProductID of 4 anymore: ProductID ----------1 7 10 14 18 22 26 30 1 7 10 14 18 14 18 22 26 30 Now the list of returned products is shorter, but it contains multiple entries for the products that were ordered more than once in the orders that contain the product identifier 4. To get the most relevant recommendations, you need to see which products appear more frequently in this list. You do this by grouping the results of the previous query by ProductID and sorting in descending order by how many times each product appears in the list (this number is given by the Rank calculated column in the following code snippet): SELECT od2.ProductID, COUNT(od2.ProductID) AS Rank FROM OrderDetail od1 JOIN OrderDetail od2 ON od1.OrderID = od2.OrderID WHERE od1.ProductID = 4 AND od2.ProductID != 4 GROUP BY od2.ProductID ORDER BY Rank DESC This query now returns a list such as the following:
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The Product class will be a major class that is going to be used throughout the e-commerce system. This is the case because, after all, the goal of the system is to enhance and automate more sales for the vineyard. The company wants to sell its products, which of course are wine and any related items. Therefore, the Product class will outline all the individual details of each product. Each product will have a unique ID, a name, a description, and a price. Figure 7-9 shows the Product class diagram.
ProductID ----------14 18 22 26 30 1 7 10
Summary
rank ----------3 3 2 2 2 2 2 2
The ProductCategory class will be similar to the EndUserType class in that it will serve as a lookup table for adding descriptions for each product. Figure 7-10 shows the ProductCategory class diagram.
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If you don t need the rank to be returned, you can rewrite this query by using the COUNT aggregate function directly in the ORDER BY clause. You can also use the TOP keyword to specify how many records you re interested in. If you want the top five products of the list, this query does the trick: SELECT TOP 5 od2.ProductID FROM OrderDetail od1 JOIN OrderDetail od2 ON od1.OrderID = od2.OrderID WHERE od1.ProductID = 4 AND od2.ProductID != 4 GROUP BY od2.ProductID ORDER BY COUNT(od2.ProductID) DESC The results of this query are ProductID ----------18 14 22 10 7 Because this list of numbers doesn t make much sense to a human eye, you ll also want to know the name and the description of the recommended products. The following query does exactly this by querying the Product table for the IDs returned by the previous query (the description isn t requested because of space reasons): SELECT ProductID, Name FROM Product WHERE ProductID IN ( SELECT TOP 5 od2.ProductID FROM OrderDetail od1 JOIN OrderDetail od2 ON od1.OrderID = od2.OrderID WHERE od1.ProductID = 4 AND od2.ProductID != 4 GROUP BY od2.ProductID ORDER BY COUNT(od2.ProductID) DESC )
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This chapter provided a quick introduction to building software projects, automating the build process, using build tools, using make, and using Ant. It is simply a taster for the rest of the book, where you will see the practicalities of using Ant. Build tools have helped many programmers over the years. Though they may not allow you to write your code any faster, they do take some of the pain out of turning that code into working software. The next chapter describes how to obtain Ant and install it.
The Orders class will also play a major role in the overall system in that it will contain all the information about each order that is being processed by the customer when they choose to check out of the shopping cart and finalize their purchase. The Orders class will have one or possibly a multitude of products associated with the OrderDetails class, which I will discuss next. Figure 7-11 shows the Orders class diagram.
Based on the data from the previous fictional results, this query returns something like this: ProductID ----------18 14 22 10 7 Name -------------------------------------------------Love Cascade Hearts Love Rose I'm Younger Than You I Can't Get Enough of You Smiley Kiss Red Balloon
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