In
computing
Computing is any goal-oriented activity requiring, benefiting from, or creating computing machinery. It includes the study and experimentation of algorithmic processes, and development of both hardware and software. Computing has scientific, ...
, a materialized view is a
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 spa ...
object that contains the results of a
query. For example, it may be a local copy of data located remotely, or may be a subset of the rows and/or columns of a table or
join result, or may be a summary using an
aggregate function
In database management, an aggregate function or aggregation function is a function where the values of multiple rows are grouped together to form a single summary value.
Common aggregate functions include:
* Average (i.e., arithmetic mean)
* ...
.
The process of setting up a materialized view is sometimes called materialization.
[Compare: ] This is a form of
caching
In computing, a cache ( ) is a hardware or software component that stores data so that future requests for that data can be served faster; the data stored in a cache might be the result of an earlier computation or a copy of data stored elsewher ...
the results of a query, similar to
memoization
In computing, memoization or memoisation is an optimization technique used primarily to speed up computer programs by storing the results of expensive function calls and returning the cached result when the same inputs occur again. Memoization ...
of the value of a function in functional languages, and it is sometimes described as a form of
precomputation.
As with other forms of precomputation, database users typically use materialized views for performance reasons, i.e. as a form of optimization.
Materialized views which store data based on remote tables were also known as
snapshots (deprecated Oracle terminology).
In any
database management system
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 span ...
following the
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 is represented in terms of tup ...
, a
view
A view is a sight or prospect or the ability to see or be seen from a particular place.
View, views or Views may also refer to:
Common meanings
* View (Buddhism), a charged interpretation of experience which intensely shapes and affects thou ...
is a virtual
table representing the result of a
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 spa ...
query. Whenever a query or an update addresses an ordinary view's virtual table, the DBMS converts these into queries or updates against the underlying base tables. A materialized view takes a different approach: the query result is
cached as a concrete ("materialized") table (rather than a view as such) that may be updated from the original base tables from time to time. This enables much more efficient access, at the cost of extra storage and of some data being potentially out-of-date. Materialized views find use especially in
data warehousing scenarios, where frequent queries of the actual base tables can be expensive.
In a materialized view,
indexes
Index (or its plural form 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 a Halo megastru ...
can be built on any column. In contrast, in a normal view, it's typically only possible to exploit indexes on columns that come directly from (or have a mapping to) indexed columns in the base tables; often this functionality is not offered at all.
Implementations
Oracle
Materialized views were implemented first by the
Oracle Database: the Query rewrite feature was added from version 8i.
Example syntax to create a materialized view in Oracle:
CREATE MATERIALIZED VIEW MV_MY_VIEW
REFRESH FAST START WITH SYSDATE
NEXT SYSDATE + 1
AS SELECT * FROM ;
PostgreSQL
In
PostgreSQL
PostgreSQL (, ), also known as Postgres, is a free and open-source relational database management system (RDBMS) emphasizing extensibility and SQL compliance. It was originally named POSTGRES, referring to its origins as a successor to the In ...
, version 9.3 and newer natively support materialized views. In version 9.3, a materialized view is not auto-refreshed, and is populated only at time of creation (unless
WITH NO DATA
is used). It may be refreshed later manually using
REFRESH MATERIALIZED VIEW
. In version 9.4, the refresh may be concurrent with selects on the materialized view if
CONCURRENTLY
is used.
Example syntax to create a materialized view in PostgreSQL:
CREATE MATERIALIZED VIEW MV_MY_VIEW
WITH (storage_parameter [= value[, ... ">_value.html" ;"title="WITH (storage_parameter [= value">WITH (storage_parameter [= value[, ... "> value">WITH (storage_parameter [= value[, ... ">_value.html" ;"title="WITH (storage_parameter [= value">WITH (storage_parameter [= value[, ... [ TABLESPACE tablespace_name ]
AS SELECT * FROM ;
SQL Server
Microsoft SQL Server differs from other RDBMS by the way of implementing materialized view via a concept known as "Indexed Views". The main difference is that such views do not require a refresh because they are in fact always synchronized to the original data of the tables that compound the view. To achieve this, it is necessary that the lines of origin and destination are "deterministic" in their mapping which limits the types of possible queries to do this. This mechanism has been realised since the 2000 version of SQL Server.
Example syntax to create a materialized view in SQL Server:
CREATE VIEW MV_MY_VIEW
WITH SCHEMABINDING
AS
SELECT COL1, SUM(COL2) AS TOTAL
FROM
GROUP BY COL1;
GO
CREATE UNIQUE CLUSTERED INDEX XV
ON MV_MY_VIEW (COL1);
Stream processing frameworks
Apache Kafka (since v0.10.2),
Apache Spark (since v2.0), Apache Flink, Materialize, and RisingWave all support materialized views on streams of data.
Others
Materialized views are also supported in
Sybase SQL Anywhere. In
IBM Db2
Db2 is a family of data management products, including database servers, developed by IBM. It initially supported the relational model, but was extended to support object–relational features and non-relational structures like JSON and ...
, they are called "materialized query tables".
ClickHouse supports materialized views that automatically refresh on merges.
MySQL
MySQL () is an open-source relational database management system (RDBMS). Its name is a combination of "My", the name of co-founder Michael Widenius's daughter My, and "SQL", the acronym for Structured Query Language. A relational database ...
doesn't support materialized views natively, but workarounds can be implemented by using triggers or stored procedures or by using the open-source application
Flexviews. Materialized views can be implemented in
Amazon DynamoDB using data modification events captured by DynamoDB Streams.
Google announced in 8 April 2020 the availability of materialized views for BigQuery
Google BigQuery Materialized Views documentation
Google.com Retrieved on 2020-05-20. as a beta release.
References
External links
* ttp://download.oracle.com/docs/cd/B10501_01/server.920/a96568/rarmviea.htm#94135 Oracle9i Replication Management API Reference Release 2 (9.2)br>Materialized Views in Oracle 11.2
Creating Materialized Views In MySQL
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