Second normal form (2NF) is a normal form used in database normalization. 2NF was originally defined by E.F. Codd in 1971.[1]
A table that is in first normal form (1NF) must meet additional criteria if it is to qualify for second normal form. Specifically: a table is in 2NF if and only if it is in 1NF and no non-prime attribute is dependent on any proper subset of any candidate key of the table. A non-prime attribute of a table is an attribute that is not a part of any candidate key of the table.
Put simply, a table is in 2NF if and only if it is in 1NF and every non-prime attribute of the table is dependent on the whole of a candidate key.
Example[edit]
Consider a table describing employees' skills:
Employee | Skill | Current Work Location |
---|---|---|
Brown | Light Cleaning | 73 Industrial Way |
Brown | Typing | 73 Industrial Way |
Harrison | Light Cleaning | 73 Industrial Way |
Jones | Shorthand | 114 Main Street |
Jones | Typing | 114 Main Street |
Jones | Whittling | 114 Main Street |
Neither {Employee} nor {Skill} is a candidate key for the table. This is because a given Employee might need to appear more than once (he might have multiple Skills), and a given Skill might need to appear more than once (it might be possessed by multiple Employees). Only the composite key {Employee, Skill} qualifies as a candidate key for the table.
The remaining attribute, Current Work Location, is dependent on only part of the candidate key, namely Employee. Therefore the table is not in 2NF. Note the redundancy in the way Current Work Locations are represented: we are told three times that Jones works at 114 Main Street, and twice that Brown works at 73 Industrial Way. This redundancy makes the table vulnerable to update anomalies: it is, for example, possible to update Jones' work location on his "Shorthand" and "Typing" records and not update his "Whittling" record. The resulting data would imply contradictory answers to the question "What is Jones' current work location?"
A 2NF alternative to this design would represent the same information in two tables: an "Employees" table with candidate key {Employee}, and an "Employees' Skills" table with candidate key {Employee, Skill}:
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Neither of these tables can suffer from update anomalies.
Not all 2NF tables are free from update anomalies, however. An example of a 2NF table which suffers from update anomalies is:
Tournament | Year | Winner | Winner Date of Birth |
---|---|---|---|
Des Moines Masters | 1998 | Chip Masterson | 14 March 1977 |
Indiana Invitational | 1998 | Al Fredrickson | 21 July 1975 |
Cleveland Open | 1999 | Bob Albertson | 28 September 1968 |
Des Moines Masters | 1999 | Al Fredrickson | 21 July 1975 |
Indiana Invitational | 1999 | Chip Masterson | 14 March 1977 |
Even though Winner and Winner Date of Birth are determined by the whole key {Tournament, Year} and not part of it, particular Winner / Winner Date of Birth combinations are shown redundantly on multiple records. This leads to an update anomaly: if updates are not carried out consistently, a particular winner could be shown as having two different dates of birth.
The underlying problem is the transitive dependency to which the Winner Date of Birth attribute is subject. Winner Date of Birth actually depends on Winner, which in turn depends on the key Tournament / Year.
2NF and candidate keys[edit]
A table for which there are no partial functional dependencies on the primary key is typically, but not always, in 2NF. In addition to the primary key, the table may contain other candidate keys; it is necessary to establish that no non-prime attributes have part-key dependencies on any of these candidate keys.
Multiple candidate keys occur in the following table:
Manufacturer | Model | Model Full Name | Manufacturer Country |
---|---|---|---|
Forte | X-Prime | Forte X-Prime | Italy |
Forte | Ultraclean | Forte Ultraclean | Italy |
Dent-o-Fresh | EZbrush | Dent-o-Fresh EZbrush | USA |
Kobayashi | ST-60 | Kobayashi ST-60 | Japan |
Hoch | Toothmaster | Hoch Toothmaster | Germany |
Hoch | X-Prime | Hoch X-Prime | Germany |
Even if the designer has specified the primary key as {Model Full Name}, the table is not in 2NF. {Manufacturer, Model} is also a candidate key, and Manufacturer Country is dependent on a proper subset of it: Manufacturer. To make the design conform to 2NF, it is necessary to have two tables:
Manufacturer | Manufacturer Country |
---|---|
Forte | Italy |
Dent-o-Fresh | USA |
Kobayashi | Japan |
Hoch | Germany |
Manufacturer | Model | Model Full Name |
---|---|---|
Forte | X-Prime | Forte X-Prime |
Forte | Ultraclean | Forte Ultraclean |
Dent-o-Fresh | EZbrush | Dent-o-Fresh EZbrush |
Kobayashi | ST-60 | Kobayashi ST-60 |
Hoch | Toothmaster | Hoch Toothmaster |
Hoch | X-Prime | Hoch X-Prime |
See also[edit]
For other normal forms, see the navigation bar at the bottom of the page.
References[edit]
- ^ Codd, E.F. "Further Normalization of the Data Base Relational Model." (Presented at Courant Computer Science Symposia Series 6, "Data Base Systems," New York City, May 24th-25th, 1971.) IBM Research Report RJ909 (August 31st, 1971). Republished in Randall J. Rustin (ed.), Data Base Systems: Courant Computer Science Symposia Series 6. Prentice-Hall, 1972.
Further reading[edit]
- Litt's Tips: Normalization
- Date, C. J., & Lorentzos, N., & Darwen, H. (2002). Temporal Data & the Relational Model (1st ed.). Morgan Kaufmann. ISBN 1-55860-855-9.
- C.J.Date (2004). Introduction to Database Systems (8th ed.). Boston: Addison-Wesley. ISBN 978-0-321-19784-9.
- Kent, W. (1983) A Simple Guide to Five Normal Forms in Relational Database Theory, Communications of the ACM, vol. 26, pp. 120–125
External links[edit]
- Database Normalization Basics by Mike Chapple (About.com)
- An Introduction to Database Normalization by Mike Hillyer.
- A tutorial on the first 3 normal forms by Fred Coulson
- Description of the database normalization basics by Microsoft
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