<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Data Modeling on Rudi Bruchez</title><link>https://www.pachadata.com/en/docs/howtos/data-modeling/</link><description>Recent content in Data Modeling on Rudi Bruchez</description><generator>Hugo</generator><language>en</language><atom:link href="https://www.pachadata.com/en/docs/howtos/data-modeling/index.xml" rel="self" type="application/rss+xml"/><item><title>Choosing a clustered index</title><link>https://www.pachadata.com/en/docs/howtos/data-modeling/clustered-index/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.pachadata.com/en/docs/howtos/data-modeling/clustered-index/</guid><description>&lt;p&gt;There are two broad kinds of index in SQL Server: clustered and nonclustered.&lt;/p&gt;&#10;&lt;p&gt;Their structure is the same, a B-tree search tree.&lt;/p&gt;&#10;&lt;ul&gt;&#10;&lt;li&gt;A nonclustered index copies the index key data into a physical structure separate from the table. It is the equivalent of the index at the end of a book: it does not mix with the body of the book itself.&lt;/li&gt;&#10;&lt;li&gt;A clustered index structures the table. Physically, the table rows are stored at the leaf level of the tree. It is the equivalent of a dictionary, where the whole book is ordered on a sorted search key.&lt;/li&gt;&#10;&lt;/ul&gt;&#10;&lt;h2 id="when-to-choose-a-clustered-index"&gt;When to choose a clustered index&lt;/h2&gt;&#10;&lt;p&gt;A clustered index shapes the table itself. A clustered table has the following properties:&lt;/p&gt;</description></item><item><title>Managing several auto-increments</title><link>https://www.pachadata.com/en/docs/howtos/data-modeling/autoincrement-by-parent/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.pachadata.com/en/docs/howtos/data-modeling/autoincrement-by-parent/</guid><description>&lt;p&gt;How do you manage several auto-increments on a single table, when one column has to be numbered within the scope of another?&lt;/p&gt;&#10;&lt;p&gt;The classic example is a table holding a document number — an invoice number, say — numbered per branch office:&lt;/p&gt;&#10;&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-sql" data-lang="sql"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;CREATE&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;TABLE&lt;/span&gt; dbo.Invoice (&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; BranchNumber TINYINT &lt;span style="color:#66d9ef"&gt;NOT&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;NULL&lt;/span&gt;,&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; InvoiceNumber INT &lt;span style="color:#66d9ef"&gt;NOT&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;NULL&lt;/span&gt;,&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;CONSTRAINT&lt;/span&gt; pk_invoice &lt;span style="color:#66d9ef"&gt;PRIMARY&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;KEY&lt;/span&gt; (InvoiceNumber, BranchNumber)&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;);&#10;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Here is a procedure that does it:&lt;/p&gt;&#10;&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-sql" data-lang="sql"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;CREATE&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;PROCEDURE&lt;/span&gt; [dbo].[AddInvoice]&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;@&lt;/span&gt;BranchNumber tinyint&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;AS&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;BEGIN&lt;/span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;SET&lt;/span&gt; NOCOUNT &lt;span style="color:#66d9ef"&gt;ON&lt;/span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;DECLARE&lt;/span&gt; &lt;span style="color:#f92672"&gt;@&lt;/span&gt;new_id int;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;SET&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;TRANSACTION&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;ISOLATION&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;LEVEL&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;SERIALIZABLE&lt;/span&gt;;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;BEGIN&lt;/span&gt; TRY&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;BEGIN&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;TRANSACTION&lt;/span&gt;;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;SELECT&lt;/span&gt; &lt;span style="color:#f92672"&gt;@&lt;/span&gt;new_id &lt;span style="color:#f92672"&gt;=&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;ISNULL&lt;/span&gt;(&lt;span style="color:#66d9ef"&gt;max&lt;/span&gt;(InvoiceNumber),&lt;span style="color:#ae81ff"&gt;0&lt;/span&gt;) &lt;span style="color:#f92672"&gt;+&lt;/span&gt; &lt;span style="color:#ae81ff"&gt;1&lt;/span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;FROM&lt;/span&gt; Invoice&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;WHERE&lt;/span&gt; BranchNumber &lt;span style="color:#f92672"&gt;=&lt;/span&gt; &lt;span style="color:#f92672"&gt;@&lt;/span&gt;BranchNumber ;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;INSERT&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;INTO&lt;/span&gt; Invoice (BranchNumber, InvoiceNumber)&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;VALUES&lt;/span&gt; (&lt;span style="color:#f92672"&gt;@&lt;/span&gt;BranchNumber, &lt;span style="color:#f92672"&gt;@&lt;/span&gt;new_id) ;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;COMMIT&lt;/span&gt; TRAN&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;SELECT&lt;/span&gt; &lt;span style="color:#f92672"&gt;@&lt;/span&gt;new_id &lt;span style="color:#66d9ef"&gt;AS&lt;/span&gt; id&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;END&lt;/span&gt; TRY&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;BEGIN&lt;/span&gt; CATCH&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;ROLLBACK&lt;/span&gt; TRAN;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;SELECT&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;NULL&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;AS&lt;/span&gt; id;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; ;THROW;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;END&lt;/span&gt; CATCH&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;SET&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;TRANSACTION&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;ISOLATION&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;LEVEL&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;READ&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;COMMITTED&lt;/span&gt;;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;RETURN&lt;/span&gt; &lt;span style="color:#f92672"&gt;@&lt;/span&gt;new_id&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;END&lt;/span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;GO&lt;/span&gt;&#10;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The &lt;code&gt;SERIALIZABLE&lt;/code&gt; isolation level is what makes this correct: it takes a range lock on the rows for the branch being numbered, so two concurrent sessions cannot read the same maximum and allocate the same number.&lt;/p&gt;</description></item></channel></rss>