Query language
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Query languages, data query languages or database query languages (DQL) are
computer language A computer language is a formal language used to communicate with a computer. Types of computer languages include: * Construction language – all forms of communication by which a human can specify an executable problem solution to a comput ...
s used to make queries in
database In computing, a database is an organized collection of data stored and accessed electronically. Small databases can be stored on a file system, while large databases are hosted on computer clusters or cloud storage. The design of databases ...
s and
information system An information system (IS) is a formal, sociotechnical, organizational system designed to collect, process, store, and distribute information. From a sociotechnical perspective, information systems are composed by four components: task, people ...
s. A well known example is the Structured Query Language (SQL).


Types

Broadly, query languages can be classified according to whether they are database query languages or information retrieval query languages. The difference is that a database query language attempts to give factual answers to factual questions, while an information retrieval query language attempts to find documents containing information that is relevant to an area of inquiry. Other types of query languages include: * Full-text. The simplest query language is treating all terms as bag of words that are to be matched with the postings in the inverted index and where subsequently ranking models are applied to retrieve the most relevant documents. Only tokens are defined in the CFG. Web search engines often use this approach. * Boolean. A query language that also supports the use of the Boolean operators AND, OR, NOT. * Structured. A language that supports searching within (a combination of) fields when a document is structured and has been indexed using its document structure. * Natural language. A query language that supports natural language by parsing the natural language query to a form that can be best used to retrieve relevant documents, for example with
Question answering Question answering (QA) is a computer science discipline within the fields of information retrieval and natural language processing (NLP), which is concerned with building systems that automatically answer questions posed by humans in a natural ...
systems or conversational search.


Examples

* Attempto Controlled English is a query language that is also a controlled natural language. * AQL is a query language for the
ArangoDB ArangoDB is a free and open-source native graph database system developed by ArangoDB Inc. ArangoDB is a multi-model database system since it supports three data models (graphs, JSON documents, key/value) with one database core and a unified que ...
native multi-model database system. *
.QL .QL (pronounced "dot-cue-el") is an object-oriented query language used to retrieve data from relational database management systems. It is reminiscent of the standard query language SQL and the object-oriented programming language Java. .QL is ...
is a proprietary object-oriented query language for querying
relational database A relational database is a (most commonly digital) database based on the relational model of data, as proposed by E. F. Codd in 1970. A system used to maintain relational databases is a relational database management system (RDBMS). Many relati ...
s; successor of Datalog; * CodeQL is the analysis engine used by developers to automate security checks, and by security researchers to perform variant analysis on
GitHub GitHub, Inc. () is an Internet hosting service for software development and version control using Git. It provides the distributed version control of Git plus access control, bug tracking, software feature requests, task management, cont ...
. * Contextual Query Language (CQL) a formal language for representing queries to
information retrieval Information retrieval (IR) in computing and information science is the process of obtaining information system resources that are relevant to an information need from a collection of those resources. Searches can be based on full-text or other c ...
systems such as web indexes or bibliographic catalogues. *
Cypher Cypher is an alternative spelling for cipher. Cypher may also refer to: Arts and entertainment * Cypher (French Group), a Goa trance music group * Cypher (band), an Australian instrumental band * ''Cypher'' (film), a 2002 film * ''Cypher'' ...
is a query language for the
Neo4j Neo4j is a graph database management system developed by Neo4j, Inc. Described by its developers as an ACID-compliant transactional database with native graph storage and processing, Neo4j is available in a non-open-source "community edition" ...
graph database; *
DMX Earl Simmons (December 18, 1970 – April 9, 2021), known professionally as DMX, was an American rapper and actor. He began rapping in the early 1990s and released his debut album ''It's Dark and Hell Is Hot'' in 1998, to both critical acclaim ...
is a query language for data mining models; * Datalog is a query language for deductive databases; *
F-logic F-logic (frame logic) is a knowledge representation and ontology language. F-logic combines the advantages of conceptual modeling with object-oriented, frame-based languages and offers a declarative, compact and simple syntax, as well as the well ...
is a declarative object-oriented language for deductive databases and
knowledge representation Knowledge representation and reasoning (KRR, KR&R, KR²) is the field of artificial intelligence (AI) dedicated to representing information about the world in a form that a computer system can use to solve complex tasks such as diagnosing a medic ...
. * FQL enables you to use a SQL-style interface to query the data exposed by the Graph API. It provides advanced features not available in the Graph API. * Gellish English is a language that can be used for queries in Gellish English Databases, for dialogues (requests and responses) as well as for information modeling and knowledge modeling; *
Gremlin A gremlin is a mischievous folkloric creature invented at the beginning of the 20th century to originally explain malfunctions in aircraft and later in other machinery and processes and their operators. Depictions of these creatures vary widely ...
is an
Apache Software Foundation The Apache Software Foundation (ASF) is an American nonprofit corporation (classified as a 501(c)(3) organization in the United States) to support a number of open source software projects. The ASF was formed from a group of developers of the ...
graph traversal language for OLTP and OLAP graph systems. * GraphQL is a data query language developed by
Facebook Facebook is an online social media and social networking service owned by American company Meta Platforms. Founded in 2004 by Mark Zuckerberg with fellow Harvard College students and roommates Eduardo Saverin, Andrew McCollum, Dust ...
as an alternate to REST and ad-hoc webservice architectures. *
HTSQL Hyper Text Structured Query Language (HTSQL) is a schema-driven URI-to-SQL query language that takes a request over HTTP, converts it to a SQL query, executes the query against a database, and returns the results in a format best suited for the us ...
is a query language that translates
HTTP The Hypertext Transfer Protocol (HTTP) is an application layer protocol in the Internet protocol suite model for distributed, collaborative, hypermedia information systems. HTTP is the foundation of data communication for the World Wide We ...
queries to SQL; *
ISBL ISBL (Information Systems Base Language) is the relational algebra notation that was invented for PRTV, one of the earliest database management systems to implement E.F. Codd's relational model The relational model (RM) is an approach to manag ...
is a query language for PRTV, one of the earliest relational database management systems; * Jaql is a functional data processing and query language most commonly used for JSON query processing; * jq is a functional programming language often used for processing queries against one or more
JSON JSON (JavaScript Object Notation, pronounced ; also ) is an open standard file format and data interchange format that uses human-readable text to store and transmit data objects consisting of attribute–value pairs and arrays (or other se ...
documents, including very large ones; * JSONiq is a declarative query language designed for collections of
JSON JSON (JavaScript Object Notation, pronounced ; also ) is an open standard file format and data interchange format that uses human-readable text to store and transmit data objects consisting of attribute–value pairs and arrays (or other se ...
documents; *
LDAP The Lightweight Directory Access Protocol (LDAP ) is an open, vendor-neutral, industry standard application protocol for accessing and maintaining distributed directory information services over an Internet Protocol (IP) network. Directory servi ...
is an
application protocol An application layer is an abstraction layer that specifies the shared communications protocols and interface methods used by hosts in a communications network. An ''application layer'' abstraction is specified in both the Internet Protocol Sui ...
for querying and modifying
directory services In computing, a directory service or name service maps the names of network resources to their respective network addresses. It is a shared information infrastructure for locating, managing, administering and organizing everyday items and network ...
running over
TCP/IP The Internet protocol suite, commonly known as TCP/IP, is a framework for organizing the set of communication protocols used in the Internet and similar computer networks according to functional criteria. The foundational protocols in the su ...
; * LogiQL is a variant of Datalog and is the query language for the LogicBlox system. * M Formula language, a
mashup Mashup may refer to: * Mashup (culture), the rearrangement of spliced parts of musical pieces as part of a subculture * Mashup (education), combining various forms of data and media by a teacher or student in an instructional setting * Mashup (m ...
query language used in Microsoft's Power Query * MQL is a
cheminformatics Cheminformatics (also known as chemoinformatics) refers to use of physical chemistry theory with computer and information science techniques—so called "''in silico''" techniques—in application to a range of descriptive and prescriptive problem ...
query language for a substructure search allowing beside nominal properties also numerical properties; * MDX is a query language for OLAP databases; *
N1QL Couchbase Server, originally known as Membase, is an open-source, distributed ( shared-nothing architecture) multi-model NoSQL document-oriented database software package optimized for interactive applications. These applications may serve many ...
is a Couchbase's query language finding data in Couchbase Servers; * Object Query Language * OCL (Object Constraint Language). Despite its name, OCL is also an object query language and an OMG standard; * OPath, intended for use in querying WinFS ''Stores''; * Poliqarp Query Language is a special query language designed to analyze annotated text. Used in the Poliqarp search engine; * PQL is a special-purpose programming language for managing process models based on information about
scenarios In the performing arts, a scenario (, ; ; ) is a synoptical collage of an event or series of actions and events. In the ''commedia dell'arte'', it was an outline of entrances, exits, and action describing the plot of a play, and was literally pi ...
that these models describe; * PTQL based on relational queries over program traces, allowing programmers to write expressive, declarative queries about program behavior. * QUEL is a
relational database A relational database is a (most commonly digital) database based on the relational model of data, as proposed by E. F. Codd in 1970. A system used to maintain relational databases is a relational database management system (RDBMS). Many relati ...
access language, similar in most ways to SQL; * RDQL is a RDF query language; * SMARTS is the
cheminformatics Cheminformatics (also known as chemoinformatics) refers to use of physical chemistry theory with computer and information science techniques—so called "''in silico''" techniques—in application to a range of descriptive and prescriptive problem ...
standard for a substructure search; *
SPARQL SPARQL (pronounced " sparkle" , a recursive acronym for SPARQL Protocol and RDF Query Language) is an RDF query language—that is, a semantic query language for databases—able to retrieve and manipulate data stored in Resource Description ...
is a query language for RDF graphs; * SQL is a well known query language and data manipulation language for
relational database A relational database is a (most commonly digital) database based on the relational model of data, as proposed by E. F. Codd in 1970. A system used to maintain relational databases is a relational database management system (RDBMS). Many relati ...
s; *
XQuery XQuery (XML Query) is a query and functional programming language that queries and transforms collections of structured and unstructured data, usually in the form of XML, text and with vendor-specific extensions for other data formats (JSON, b ...
is a query language for XML data sources; *
XPath XPath (XML Path Language) is an expression language designed to support the query or transformation of XML documents. It was defined by the World Wide Web Consortium (W3C) and can be used to compute values (e.g., strings, numbers, or Boolean v ...
is a declarative language for navigating XML documents; * YQL is an SQL-like query language created by
Yahoo! Yahoo! (, styled yahoo''!'' in its logo) is an American web services provider. It is headquartered in Sunnyvale, California and operated by the namesake company Yahoo Inc., which is 90% owned by investment funds managed by Apollo Global Mana ...
* Search engine query languages, e.g., as used by
Google Google LLC () is an American Multinational corporation, multinational technology company focusing on Search Engine, search engine technology, online advertising, cloud computing, software, computer software, quantum computing, e-commerce, ar ...
or Bing


See also

* Data control language * Data definition language * Data manipulation language


References

{{Authority control Computer languages Data management Programming language classification no:Database#Spørrespråk