Use SQL to identify gaps in running counters
Finding gaps in run counter columns is a common task in data analysis. In SQL, there are several ways to achieve this, providing standard solutions that are compatible with various DBMSs.
Find the first gap
The goal is to identify the smallest missing positive integer from the counter column. For example, given [1, 2, 4, 5], the gap is 3.
MySQL, PostgreSQL
<code class="language-sql">SELECT id + 1 FROM mytable mo WHERE NOT EXISTS ( SELECT NULL FROM mytable mi WHERE mi.id = mo.id + 1 ) ORDER BY id LIMIT 1</code>
SQL Server
<code class="language-sql">SELECT TOP 1 id + 1 FROM mytable mo WHERE NOT EXISTS ( SELECT NULL FROM mytable mi WHERE mi.id = mo.id + 1 ) ORDER BY id</code>
Oracle
<code class="language-sql">SELECT * FROM ( SELECT id + 1 AS gap FROM mytable mo WHERE NOT EXISTS ( SELECT NULL FROM mytable mi WHERE mi.id = mo.id + 1 ) ORDER BY id ) WHERE rownum = 1</code>
ANSI (most common)
<code class="language-sql">SELECT MIN(id) + 1 FROM mytable mo WHERE NOT EXISTS ( SELECT NULL FROM mytable mi WHERE mi.id = mo.id + 1 )</code>
Sliding window function (if supported)
<code class="language-sql">SELECT -- TOP 1 -- 解除SQL Server 2012+的以上注释 previd + 1 FROM ( SELECT id, LAG(id) OVER (ORDER BY id) previd FROM mytable ) q WHERE previd <> id - 1 ORDER BY id -- LIMIT 1 -- 解除PostgreSQL的以上注释</code>
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