Structured Query Language (SQL) (
pronounced ''S-Q-L'';
or alternatively as "sequel")
is a
domain-specific language used to manage data, especially in a
relational database management system
A relational database (RDB) is a database based on the relational model of data, as proposed by E. F. Codd in 1970.
A Relational Database Management System (RDBMS) is a type of database management system that stores data in a structured for ...
(RDBMS). It is particularly useful in handling
structured data, i.e., data incorporating relations among entities and variables.
Introduced in the 1970s, SQL offered two main advantages over older read–write
API
An application programming interface (API) is a connection between computers or between computer programs. It is a type of software interface, offering a service to other pieces of software. A document or standard that describes how to build ...
s such as
ISAM
Indexed Sequential Access Method (ISAM) is a method for creating, maintaining, and manipulating computer files of data so that records can be retrieved sequentially or randomly by one or more keys. Indexes of key fields are maintained to achieve ...
or
VSAM. Firstly, it introduced the concept of accessing many
records with one single
command. Secondly, it eliminates the need to specify ''how'' to reach a record, i.e., with or without an
index
Index (: indexes or indices) may refer to:
Arts, entertainment, and media Fictional entities
* Index (''A Certain Magical Index''), a character in the light novel series ''A Certain Magical Index''
* The Index, an item on the Halo Array in the ...
.
Originally based upon
relational algebra
In database theory, relational algebra is a theory that uses algebraic structures for modeling data and defining queries on it with well founded semantics (computer science), semantics. The theory was introduced by Edgar F. Codd.
The main applica ...
and
tuple relational calculus, SQL consists of many types of statements, which may be informally classed as
sublanguages, commonly:
Data query Language (DQL),
Data Definition Language (DDL),
Data Control Language (DCL), and
Data Manipulation Language (DML).
The scope of SQL includes data query, data manipulation (insert, update, and delete), data definition (
schema
Schema may refer to:
Science and technology
* SCHEMA (bioinformatics), an algorithm used in protein engineering
* Schema (genetic algorithms), a set of programs or bit strings that have some genotypic similarity
* Schema.org, a web markup vocab ...
creation and modification), and data access control. Although SQL is essentially a
declarative language
In computer science, declarative programming is a programming paradigm—a style of building the structure and elements of computer programs—that expresses the logic of a computation without describing its control flow.
Many languages that app ...
(
4GL), it also includes
procedural elements.
SQL was one of the first commercial languages to use
Edgar F. Codd
Edgar Frank "Ted" Codd (19 August 1923 – 18 April 2003) was a British computer scientist who, while working for IBM, invented the relational model for database management, the theoretical basis for relational databases and relational database ...
's
relational model
The relational model (RM) is an approach to managing data using a structure and language consistent with first-order predicate logic, first described in 1969 by English computer scientist Edgar F. Codd, where all data are represented in terms of t ...
. The model was described in his influential 1970 paper, "A Relational Model of Data for Large Shared Data Banks".
Despite not entirely adhering to
the relational model as described by Codd, SQL became the most widely used database language.
SQL became a
standard of the
American National Standards Institute
The American National Standards Institute (ANSI ) is a private nonprofit organization that oversees the development of voluntary consensus standards for products, services, processes, systems, and personnel in the United States. The organiz ...
(ANSI) in 1986 and of the
International Organization for Standardization
The International Organization for Standardization (ISO ; ; ) is an independent, non-governmental, international standard development organization composed of representatives from the national standards organizations of member countries.
M ...
(ISO) in 1987.
Since then, the standard has been revised multiple times to include a larger set of features and incorporate common extensions. Despite the existence of standards, virtually no implementations in existence adhere to it fully, and most SQL code requires at least some changes before being ported to different
database
In computing, a database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software that interacts with end users, applications, and the database itself to capture and a ...
systems.
History
SQL was initially developed at
IBM
International Business Machines Corporation (using the trademark IBM), nicknamed Big Blue, is an American Multinational corporation, multinational technology company headquartered in Armonk, New York, and present in over 175 countries. It is ...
by
Donald D. Chamberlin and
Raymond F. Boyce after learning about the relational model from
Edgar F. Codd
Edgar Frank "Ted" Codd (19 August 1923 – 18 April 2003) was a British computer scientist who, while working for IBM, invented the relational model for database management, the theoretical basis for relational databases and relational database ...
in the early 1970s.
This version, initially called SEQUEL (Structured English Query Language), was designed to manipulate and retrieve data stored in IBM's original quasirelational database management system,
System R, which a group at
IBM San Jose Research Laboratory had developed during the 1970s.
Chamberlin and Boyce's first attempt at a relational database language was SQUARE (Specifying Queries in A Relational Environment), but it was difficult to use due to subscript/superscript notation. After moving to the San Jose Research Laboratory in 1973, they began work on a sequel to SQUARE.
The original name SEQUEL, which is widely regarded as a pun on
QUEL, the query language of
Ingres, was later changed to SQL (dropping the vowels) because "SEQUEL" was a
trademark
A trademark (also written trade mark or trade-mark) is a form of intellectual property that consists of a word, phrase, symbol, design, or a combination that identifies a Good (economics and accounting), product or Service (economics), service f ...
of the UK-based
Hawker Siddeley Dynamics Engineering Limited company.
The label SQL later became the acronym for Structured Query Language.
After testing SQL at customer test sites to determine the usefulness and practicality of the system, IBM began developing commercial products based on their System R prototype, including
System/38,
SQL/DS, and
IBM Db2, which were commercially available in 1979, 1981, and 1983, respectively.
IBM's endorsement caused the industry to move to SQL from alternatives like QUEL.
In the late 1970s, Relational Software, Inc. (now
Oracle Corporation
Oracle Corporation is an American Multinational corporation, multinational computer technology company headquartered in Austin, Texas. Co-founded in 1977 in Santa Clara, California, by Larry Ellison, who remains executive chairman, Oracle was ...
) saw the potential of the concepts described by Codd, Chamberlin, and Boyce, and developed their own SQL-based
RDBMS with aspirations of selling it to the
U.S. Navy,
Central Intelligence Agency
The Central Intelligence Agency (CIA; ) is a civilian foreign intelligence service of the federal government of the United States tasked with advancing national security through collecting and analyzing intelligence from around the world and ...
, and other
U.S. government agencies. In June 1979, Relational Software introduced one of the first commercially available implementations of SQL,
Oracle
An oracle is a person or thing considered to provide insight, wise counsel or prophetic predictions, most notably including precognition of the future, inspired by deities. If done through occultic means, it is a form of divination.
Descript ...
V2 (Version2) for
VAX computers.
By 1986,
ANSI
The American National Standards Institute (ANSI ) is a private nonprofit organization that oversees the development of voluntary consensus standards for products, services, processes, systems, and personnel in the United States. The organiz ...
and
ISO
The International Organization for Standardization (ISO ; ; ) is an independent, non-governmental, international standard development organization composed of representatives from the national standards organizations of member countries.
Me ...
standard groups officially adopted the standard "Database Language SQL" language definition. New versions of the standard were published in 1989, 1992, 1996, 1999, 2003, 2006, 2008, 2011,
2016 and most recently, 2023.
Interoperability and standardization
Overview
SQL implementations are incompatible between vendors and do not necessarily completely follow standards. In particular, date and time syntax, string concatenation,
NULL
s, and comparison
case sensitivity vary from vendor to vendor.
PostgreSQL and
Mimer SQL strive for standards compliance, though PostgreSQL does not adhere to the standard in all cases. For example, the folding of unquoted names to lower case in PostgreSQL is incompatible with the SQL standard, which says that unquoted names should be folded to upper case. Thus, according to the standard,
Foo
should be equivalent to
FOO
, not
foo
.
Popular implementations of SQL commonly omit support for basic features of Standard SQL, such as the
DATE
or
TIME
data types. The most obvious such examples, and incidentally the most popular commercial and proprietary SQL DBMSs, are Oracle (whose
DATE
behaves as
DATETIME
,
and lacks a
TIME
type)
and MS SQL Server (before the 2008 version). As a result, SQL code can rarely be ported between database systems without modifications.
Reasons for incompatibility
Several reasons for the lack of portability between database systems include:
* The complexity and size of the SQL standard means that most implementers do not support the entire standard.
* The SQL standard does not specify the database behavior in some important areas (e.g.,
indices, file storage), leaving implementations to decide how to behave.
* The SQL standard defers some decisions to individual implementations, such as how to name a results column that was not named explicitly.
* The SQL standard precisely specifies the syntax that a conforming database system must implement. However, the standard's specification of the semantics of language constructs is less well-defined, leading to ambiguity.
* Many database vendors have large existing customer bases; where the newer version of the SQL standard conflicts with the prior behavior of the vendor's database, the vendor may be unwilling to break
backward compatibility
In telecommunications and computing, backward compatibility (or backwards compatibility) is a property of an operating system, software, real-world product, or technology that allows for interoperability with an older legacy system, or with Input ...
.
* Little commercial incentive exists for vendors to make changing database suppliers easier (see
vendor lock-in
In economics, vendor lock-in, also known as proprietary lock-in or customer lockin, makes a customer dependent on a vendor for products, unable to use another vendor without substantial switching costs.
The use of open standards and alternati ...
).
* Users evaluating database software tend to place other factors such as performance higher in their priorities than standards conformance.
Standardization history
SQL was adopted as a standard by the ANSI in 1986 as SQL-86
and the ISO in 1987.
It is maintained by
''ISO/IEC JTC 1, Information technology, Subcommittee SC 32, Data management and interchange''.
Until 1996, the
National Institute of Standards and Technology
The National Institute of Standards and Technology (NIST) is an agency of the United States Department of Commerce whose mission is to promote American innovation and industrial competitiveness. NIST's activities are organized into Outline of p ...
(NIST) data-management standards program certified SQL DBMS compliance with the SQL standard. Vendors now self-certify the compliance of their products.
The original standard declared that the official pronunciation for "SQL" was an
initialism
An acronym is a type of abbreviation consisting of a phrase whose only pronounced elements are the initial letters or initial sounds of words inside that phrase. Acronyms are often spelled with the initial letter of each word in all caps wi ...
: ("ess cue el").
Regardless, many English-speaking database professionals (including Donald Chamberlin himself
) use the
acronym
An acronym is a type of abbreviation consisting of a phrase whose only pronounced elements are the initial letters or initial sounds of words inside that phrase. Acronyms are often spelled with the initial Letter (alphabet), letter of each wor ...
-like pronunciation of ("sequel"),
mirroring the language's prerelease development name, "SEQUEL".
The SQL standard has gone through a number of revisions:
Current standard
The standard is commonly denoted by the pattern: ''ISO/IEC 9075-n:yyyy Part n: title'', or, as a shortcut, ''
ISO/IEC 9075''. Interested parties may purchase the standards documents from ISO,
IEC, or ANSI. Some old drafts are freely available.
''
ISO/IEC 9075'' is complemented by ''ISO/IEC 13249: SQL Multimedia and Application Packages'' and some ''Technical reports''.
Syntax
}
The SQL language is subdivided into several language elements, including:
* ''Clauses'', which are constituent components of statements and queries. (In some cases, these are optional.)
* ''Expressions'', which can produce either
scalar values, or
tables consisting of
columns and
rows of data
* ''Predicates'', which specify conditions that can be evaluated to SQL
three-valued logic (3VL) (true/false/unknown) or
Boolean truth value
In logic and mathematics, a truth value, sometimes called a logical value, is a value indicating the relation of a proposition to truth, which in classical logic has only two possible values ('' true'' or '' false''). Truth values are used in ...
s and are used to limit the effects of statements and queries, or to change program flow.
* ''Queries'', which retrieve the data based on specific criteria. This is an important element of ''SQL''.
* ''Statements'', which may have a persistent effect on schemata and data, or may control
transactions, program flow, connections, sessions, or diagnostics.
** SQL statements also include the
semicolon (";") statement terminator. Though not required on every platform, it is defined as a standard part of the SQL grammar.
* ''
Insignificant whitespace'' is generally ignored in SQL statements and queries, making it easier to format SQL code for readability.
Procedural extensions
SQL is designed for a specific purpose: to query
data
Data ( , ) are a collection of discrete or continuous values that convey information, describing the quantity, quality, fact, statistics, other basic units of meaning, or simply sequences of symbols that may be further interpreted for ...
contained in a
relational database
A relational database (RDB) is a database based on the relational model of data, as proposed by E. F. Codd in 1970.
A Relational Database Management System (RDBMS) is a type of database management system that stores data in a structured for ...
. SQL is a
set
Set, The Set, SET or SETS may refer to:
Science, technology, and mathematics Mathematics
*Set (mathematics), a collection of elements
*Category of sets, the category whose objects and morphisms are sets and total functions, respectively
Electro ...
-based,
declarative programming language, not an
imperative programming language like
C or
BASIC
Basic or BASIC may refer to:
Science and technology
* BASIC, a computer programming language
* Basic (chemistry), having the properties of a base
* Basic access authentication, in HTTP
Entertainment
* Basic (film), ''Basic'' (film), a 2003 film
...
. However, extensions to Standard SQL add
procedural programming language functionality, such as control-of-flow constructs.
In addition to the standard
SQL/PSM extensions and proprietary SQL extensions, procedural and
object-oriented programmability is available on many SQL platforms via DBMS integration with other languages. The SQL standard defines
SQL/JRT extensions (SQL Routines and Types for the Java Programming Language) to support
Java
Java is one of the Greater Sunda Islands in Indonesia. It is bordered by the Indian Ocean to the south and the Java Sea (a part of Pacific Ocean) to the north. With a population of 156.9 million people (including Madura) in mid 2024, proje ...
code in SQL databases.
Microsoft SQL Server 2005 uses the
SQLCLR (SQL Server Common Language Runtime) to host managed
.NET
The .NET platform (pronounced as "''dot net"'') is a free and open-source, managed code, managed computer software framework for Microsoft Windows, Windows, Linux, and macOS operating systems. The project is mainly developed by Microsoft emplo ...
assemblies in the
database
In computing, a database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software that interacts with end users, applications, and the database itself to capture and a ...
, while prior versions of SQL Server were restricted to unmanaged extended stored procedures primarily written in C.
PostgreSQL lets users write functions in a wide variety of languages—including
Perl
Perl is a high-level, general-purpose, interpreted, dynamic programming language. Though Perl is not officially an acronym, there are various backronyms in use, including "Practical Extraction and Reporting Language".
Perl was developed ...
,
Python,
Tcl,
JavaScript
JavaScript (), often abbreviated as JS, is a programming language and core technology of the World Wide Web, alongside HTML and CSS. Ninety-nine percent of websites use JavaScript on the client side for webpage behavior.
Web browsers have ...
(PL/V8) and C.
Alternatives
A distinction should be made between alternatives to SQL as a language, and alternatives to the relational model itself. Below are proposed relational alternatives to the SQL language. See
navigational database and
NoSQL
NoSQL (originally meaning "Not only SQL" or "non-relational") refers to a type of database design that stores and retrieves data differently from the traditional table-based structure of relational databases. Unlike relational databases, which ...
for alternatives to the relational model.
*
.QL: object-oriented Datalog
*
4D Query Language (4D QL)
*
Datalog: critics suggest that
Datalog has two advantages over SQL: it has cleaner semantics, which facilitates program understanding and maintenance, and it is more expressive, in particular for recursive queries.
*
HTSQL: URL based query method
*
IBM Business System 12 (IBM BS12): one of the first fully relational database management systems, introduced in 1982
*
ISBL
*
jOOQ: SQL implemented in Java as an
internal domain-specific language
*
Java Persistence Query Language (JPQL): The query language used by the Java Persistence API and
Hibernate persistence library
*
JavaScript
JavaScript (), often abbreviated as JS, is a programming language and core technology of the World Wide Web, alongside HTML and CSS. Ninety-nine percent of websites use JavaScript on the client side for webpage behavior.
Web browsers have ...
:
MongoDB implements its query language in a JavaScript API.
*
LINQ: Runs SQL statements written like language constructs to query collections directly from inside
.Net
The .NET platform (pronounced as "''dot net"'') is a free and open-source, managed code, managed computer software framework for Microsoft Windows, Windows, Linux, and macOS operating systems. The project is mainly developed by Microsoft emplo ...
code
*
Object Query Language
* QBE (
Query By Example) created by Moshè Zloof, IBM 1977
*
QUEL introduced in 1974 by the U.C. Berkeley Ingres project, closer to
tuple relational calculus than SQL
*
XQuery
Distributed SQL processing
Distributed Relational Database Architecture (DRDA) was designed by a workgroup within IBM from 1988 to 1994. DRDA enables network-connected relational databases to cooperate to fulfill SQL requests.
An interactive user or program can issue SQL statements to a local RDB and receive tables of data and status indicators in reply from remote RDBs. SQL statements can also be compiled and stored in remote RDBs as packages and then invoked by package name. This is important for the efficient operation of application programs that issue complex, high-frequency queries. It is especially important when the tables to be accessed are located in remote systems.
The messages, protocols, and structural components of DRDA are defined by the
Distributed Data Management Architecture. Distributed SQL processing ala DRDA is distinctive from contemporary
distributed SQL databases.
Criticisms
Design
SQL deviates in several ways from its theoretical foundation, the relational model and its tuple calculus. In that model, a table is a
set
Set, The Set, SET or SETS may refer to:
Science, technology, and mathematics Mathematics
*Set (mathematics), a collection of elements
*Category of sets, the category whose objects and morphisms are sets and total functions, respectively
Electro ...
of tuples, while in SQL, tables and query results are
list
A list is a Set (mathematics), set of discrete items of information collected and set forth in some format for utility, entertainment, or other purposes. A list may be memorialized in any number of ways, including existing only in the mind of t ...
s of rows; the same row may occur multiple times, and the order of rows can be employed in queries (e.g., in the LIMIT clause).
Critics argue that SQL should be replaced with a language that returns strictly to the original foundation: for example, see ''The Third Manifesto'' by Hugh Darwen and C.J. Date (2006, ).
Orthogonality and completeness
Early specifications did not support major features, such as primary keys. Result sets could not be named, and subqueries had not been defined. These were added in 1992.
The lack of
sum types has been described as a roadblock to full use of SQL's user-defined types. JSON support, for example, needed to be added by a new standard in 2016.
Null
The concept of
Null
Null may refer to:
Science, technology, and mathematics Astronomy
*Nuller, an optical tool using interferometry to block certain sources of light Computing
*Null (SQL) (or NULL), a special marker and keyword in SQL indicating that a data value do ...
is the subject of some
debate. The Null marker indicates the absence of a value, and is distinct from a value of 0 for an integer column or an empty string for a text column. The concept of Nulls enforces the
3-valued-logic in SQL, which is a concrete implementation of the general
3-valued logic.
Duplicates
Another popular criticism is that it allows duplicate rows, making integration with languages such as
Python, whose data types might make accurately representing the data difficult,
in terms of parsing and by the absence of modularity. This is usually avoided by declaring a primary key, or a unique constraint, with one or more columns that uniquely identify a row in the table.
Impedance mismatch
In a sense similar to
object–relational impedance mismatch, a mismatch occurs between the declarative SQL language and the procedural languages in which SQL is typically embedded.
SQL data types
The SQL standard defines three kinds of
data type
In computer science and computer programming, a data type (or simply type) is a collection or grouping of data values, usually specified by a set of possible values, a set of allowed operations on these values, and/or a representation of these ...
s (chapter 4.1.1 of SQL/Foundation):
* predefined data types
* constructed types
* user-defined types.
''Constructed types'' are one of ARRAY, MULTISET, REF(erence), or ROW. ''User-defined types'' are comparable to classes in object-oriented language with their own constructors, observers, mutators, methods, inheritance, overloading, overwriting, interfaces, and so on. ''Predefined data types'' are intrinsically supported by the implementation.
Predefined data types
* Character types
** Character (CHAR)
** Character varying (VARCHAR)
** Character large object (CLOB)
* National character types
** National character (NCHAR)
** National character varying (NCHAR VARYING)
** National character large object (NCLOB)
* Binary types
** Binary (BINARY)
** Binary varying (VARBINARY)
** Binary large object (BLOB)
* Numeric types
** Exact numeric types (NUMERIC, DECIMAL, SMALLINT, INTEGER, BIGINT)
** Approximate numeric types (FLOAT, REAL, DOUBLE PRECISION)
** Decimal floating-point type (DECFLOAT)
* Datetime types (DATE, TIME, TIMESTAMP)
* Interval type (INTERVAL)
* Boolean
* XML (see
SQL/XML)
[ XML supported was added in ANSI SQL 2003, part 14.]
*
JSON
JSON (JavaScript Object Notation, pronounced or ) is an open standard file format and electronic data interchange, data interchange format that uses Human-readable medium and data, human-readable text to store and transmit data objects consi ...
See also
*
Object database
*
List of relational database management systems
*
Comparison of relational database management systems
*
Comparison of object–relational database management systems
*
Query by Example
*
SQL reserved words
*
SQL syntax
*
Oracle PL/SQL
*
Microsoft Transact-SQL (T-SQL)
*
Online transaction processing (OLTP)
*
Online analytical processing (OLAP)
*
Data warehouse
In computing, a data warehouse (DW or DWH), also known as an enterprise data warehouse (EDW), is a system used for Business intelligence, reporting and data analysis and is a core component of business intelligence. Data warehouses are central Re ...
*
Relational data stream management system
*
NoSQL
NoSQL (originally meaning "Not only SQL" or "non-relational") refers to a type of database design that stores and retrieves data differently from the traditional table-based structure of relational databases. Unlike relational databases, which ...
*
MUMPS
MUMPS ("Massachusetts General Hospital Utility Multi-Programming System"), or M, is an imperative, high-level programming language with an integrated transaction processing key–value database. It was originally developed at Massachusetts Gen ...
*
Hierarchical database model
*
Star schema
*
Snowflake schema
In computing, a snowflake schema or snowflake model is a Logical schema, logical arrangement of tables in a multidimensional database such that the Entity-relationship model, entity relationship diagram resembles a snowflake shape. The snowfl ...
Notes
References
Sources
*
*
Discussion on alleged SQL flaws (C2 wiki)
*
C. J. Date with
Hugh Darwen: ''A Guide to the SQL standard : a users guide to the standard database language SQL, 4th ed.'', Addison Wesley, USA 1997,
External links
''1995 SQL Reunion: People, Projects, and Politics'', by Paul McJones (ed.) transcript of a reunion meeting devoted to the personal history of relational databases and SQL.
American National Standards Institute. X3H2 Records, 1978–1995Charles Babbage Institute
The IT History Society (ITHS) is an organization that supports the history and scholarship of information technology by encouraging, fostering, and facilitating archival and historical research. Formerly known as the Charles Babbage Foundation, ...
Collection documents the H2 committee's development of the NDL and SQL standards.
Oral history interview with Donald D. ChamberlinCharles Babbage Institute
The IT History Society (ITHS) is an organization that supports the history and scholarship of information technology by encouraging, fostering, and facilitating archival and historical research. Formerly known as the Charles Babbage Foundation, ...
In this oral history Chamberlin recounts his early life, his education at
Harvey Mudd College and
Stanford University
Leland Stanford Junior University, commonly referred to as Stanford University, is a Private university, private research university in Stanford, California, United States. It was founded in 1885 by railroad magnate Leland Stanford (the eighth ...
, and his work on relational database technology. Chamberlin was a member of the System R research team and, with
Raymond F. Boyce, developed the SQL database language. Chamberlin also briefly discusses his more recent research on XML query languages.
{{Authority control
Articles with example SQL code
Data modeling languages
Declarative programming languages
Programming languages with an ISO standard
Query languages
Relational database management systems
Data-centric programming languages
Programming languages created in 1974
Table-oriented programming
Database management systems