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MySQL Cookbook

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7.10 Selecting Only Groups with Certain Characteristics

7.10.1 Problem

You want to calculate group summaries, but display the results only for those groups that match certain criteria.

7.10.2 Solution

Use a HAVING clause.

7.10.3 Discussion

You're familiar with the use of WHERE to specify conditions that individual records must satisfy to be selected by a query. It's natural, therefore, to use WHERE to write conditions that involve summary values. The only trouble is that it doesn't work. If you want to identify drivers in the driver_log table who drove more than three days, you'd probably first think to write the query like this:

mysql> SELECT COUNT(*), name
    -> FROM driver_log
    -> WHERE COUNT(*) > 3
    -> GROUP BY name;
ERROR 1111 at line 1: Invalid use of group function

The problem here is that WHERE specifies the initial constraints that determine which rows to select, but the value of COUNT( ) can be determined only after the rows have been selected. The solution is to put the COUNT( ) expression in a HAVING clause instead. HAVING is analogous to WHERE, but it applies to group characteristics rather than to single records. That is, HAVING operates on the already-selected-and-grouped set of rows, applying additional constraints based on aggregate function results that aren't known during the initial selection process. The preceding query therefore should be written like this:

mysql> SELECT COUNT(*), name
    -> FROM driver_log
    -> GROUP BY name
    -> HAVING COUNT(*) > 3;
+----------+-------+
| COUNT(*) | name  |
+----------+-------+
|        5 | Henry |
+----------+-------+

When you use HAVING, you can still include a WHERE clause—but only to select rows, not to test summary values.

HAVING can refer to aliases, so the previous query can be rewritten like this:

mysql> SELECT COUNT(*) AS count, name
    -> FROM driver_log
    -> GROUP BY name
    -> HAVING count > 3;
+-------+-------+
| count | name  |
+-------+-------+
|     5 | Henry |
+-------+-------+
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         Main Menu
    Main Page
    Table of content
    Copyright
    Preface
    Chapter 1. Using the mysql Client Program
    Chapter 2. Writing MySQL-Based Programs
    Chapter 3. Record Selection Techniques
    Chapter 4. Working with Strings
    Chapter 5. Working with Dates and Times
    Chapter 6. Sorting Query Results
    Chapter 7. Generating Summaries
    7.1 Introduction
    7.2 Summarizing with COUNT( )
    7.3 Summarizing with MIN( ) and MAX( )
    7.4 Summarizing with SUM( ) and AVG( )
    7.5 Using DISTINCT to Eliminate Duplicates
    7.6 Finding Values Associated with Minimum and Maximum Values
    7.7 Controlling String Case Sensitivity for MIN( ) and MAX( )
    7.8 Dividing a Summary into Subgroups
    7.9 Summaries and NULL Values
    7.10 Selecting Only Groups with Certain Characteristics
    7.11 Determining Whether Values are Unique
    7.12 Grouping by Expression Results
    7.13 Categorizing Non-Categorical Data
    7.14 Controlling Summary Display Order
    7.15 Finding Smallest or Largest Summary Values
    7.16 Date-Based Summaries
    7.17 Working with Per-Group and Overall Summary Values Simultaneously
    7.18 Generating a Report That Includes a Summary and a List
    Chapter 8. Modifying Tables with ALTER TABLE
    Chapter 9. Obtaining and Using Metadata
    Chapter 10. Importing and Exporting Data
    Chapter 11. Generating and Using Sequences
    Chapter 12. Using Multiple Tables
    Chapter 13. Statistical Techniques
    Chapter 14. Handling Duplicates
    Chapter 15. Performing Transactions
    Chapter 16. Introduction to MySQL on the Web
    Chapter 17. Incorporating Query Resultsinto Web Pages
    Chapter 18. Processing Web Input with MySQL
    Chapter 19. Using MySQL-Based Web Session Management
    Appendix A. Obtaining MySQL Software
    Appendix B. JSP and Tomcat Primer
    Appendix C. References
    Colophone
    Index


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