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Database schema
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A database schema (pronounced skee-ma, /ˈski.mə/) of a database system is its structure described in a formal language
supported by the database management system (DBMS) and refers to the organization of data to create a blueprint of how
a database will be constructed (divided into database tables). The formal definition of database schema is a set of formulas
(sentences) called integrity constraints imposed on a database. These integrity constraints ensure compatibility between
parts of the schema. All constraints are expressible in the same language. A database can be considered a structure in
realization of thedatabase language.[1] The states of a created conceptual schema are transformed into an explicit mapping,
the database schema. This describes how real world entities are modeled in the database.
"A database schema specifies, based on the database administrator's knowledge of possible applications, the facts that
can enter the database, or those of interest to the possible end-users."[2] The notion of a database schema plays the same
role as the notion of theory in predicate calculus. A model of this “theory” closely corresponds to a database, which can be
seen at any instant of time as a mathematical object. Thus a schema can contain formulas representing integrity constraints
specifically for an application and the constraints specifically for a type of database, all expressed in the same database
language.[1] In a relational database, the schema defines the tables, fields, relationships, views, indexes,packages,
procedures, functions, queues, triggers, types, sequences, materialized views, synonyms, database links, directories,
Java, XML schemas, and other elements.
Schemata are generally stored in a data dictionary. Although a schema is defined in text database language, the term is
often used to refer to a graphical depiction of the database structure. In other words, schema is the structure of the database
that defines the objects in the database.
In an Oracle Database system, the term "schema" has a slightly different connotation. For the interpretation used in an Oracle
Database, seeschema object.
Contents
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Levels of database schema
- Conceptual schema, a map of concepts and their relationships.
- Logical schema, a map of entities and their attributes and relations
- Physical schema, a particular implementation of a logical schema
- Schema object, Oracle database object
Ideal requirements for schema integration
Completeness
All information in the source data should be included in the database schema.[3]
Overlap preservation
Each of the overlapping elements specified in the input mapping is also in a database schema relation.[3]
Extended overlap preservation
Source-specific elements that are associated with a source’s overlapping elements are passed through to the database schema.[3]
Normalization
Main article: Database normalization
Independent entities and relationships in the source data should not be grouped together in the same relation in the database schema.
In particular, source specific schema elements should not be grouped with overlapping schema elements, if the grouping co-locates
independent entities or relationships.[3]
Minimality
If any elements of the database schema are dropped then the database schema is not ideal.[3]
These requirements influence the detailed structure of schemas that are produced. Certain applications will not require that all
of these conditions are met, but these five requirements are the most ideal.
Example of two schema integrations
Example: Suppose we want a mediated (database) schema to integrate two travel databases, Go-travel and Ok-travel.
Go-travel has three relations:
Go-flight(f-num, time, meal)
Go-price(f-num, date, price)
Go-airline(airline, phone)
The attribute f-num is the flight number and meal is a boolean. The other attributes are self-explanatory.
Ok-travel has just one relation:
Ok-flight(f-num, date, time, price, nonstop)
'nonstop' is a boolean.
The overlapping information in Ok-travel’s and Go-travel’s schemas could be represented in a mediated schema:
Flight(f-num, date, time, price)[3]
See also
- Core Architecture Data Model
- Data Definition Language
- Data Design
- Data dictionary
- Data model
- Data modeling
- Data mapping
- Database
- Database integrity
- entity-relationship model
- Knowledge Representation
- Object-Role Modeling
- Relational algebra
- Schema Matching
- SQL
- Three schema approach
References
- Rybinski, H. (1987). On First-Order-Logic Databases. ACM Transactions on Database Systems, 12( 3), 325-349.
- Imielinski T., & Lipski W.(1982). A systematic approach to relational database theory. In Proceedings of the 1982 ACM SIGMOD international conference on Management of data (SIGMOD '82). ACM, New York, NY, USA, 8-14. DOI=10.1145/582353.582356
- Pottinger P., & Berstein P.(2008). Schema merging and mapping creation for relational sources. In Proceedings of the 11th international conference on Extending database technology: Advances in database technology (EDBT '08). ACM, New York, NY, USA, 73-84. DOI=10.1145/1353343.1353357
External links
- http://www.databaseanswers.org/data_models/
- http://weblogs.asp.net/scottgu/archive/2006/07/12/Tip_2F00_Trick_3A00_-Online-Database-Schema-Samples-Library.aspx
- http://msdn.microsoft.com/en-us/library/bb187299%28SQL.80%29.aspx
- http://www.ciobriefings.com/Publications/WhitePapers/DesigningtheStarSchemaDatabase/tabid/101/Default.aspx
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