This chapter introduces the Oracle R Enterprise installation process. This chapter contains the following topics:
Oracle R Enterprise integrates R, the open source scripting language and environment, with Oracle Database. R supports advanced statistical analysis and has sophisticated graphical capabilities. Oracle R Enterprise provides powerful and scalable in-database algorithms for model building and data scoring. A component of the Oracle Advanced Analytics Option of Oracle Database, Oracle R Enterprise enables the R language to operate transparently on Oracle data and to execute user-defined R scripts through Oracle Database on the database server machine.
See Also:
Oracle R Enterprise on the Oracle Technology Network:
http://www.oracle.com/technetwork/database/options/advanced-analytics/r-enterprise/index.html
Oracle R Enterprise requires the installation of R, which is third-party, open source software. Open source R is governed by GNU General Public License (GPL) and not by Oracle licensing. The following Oracle tools facilitate and enable the use of R with Oracle Database:
Oracle R Distribution
Oracle R Distribution is Oracle's free distribution of open source R. Oracle R Distribution offers these significant advantages for Oracle R Enterprise:
Simplifies the installation of R for Oracle R Enterprise
Simplifies integration with the Intel Math Kernel Library (MKL) on Linux and Windows platforms. MKL greatly improves the performance of many mathematical computations in R, including highly vectorized and threaded Linear Algebra, Fast Fourier Transforms (FFT), Vector Math, and Statistics functions.
Automatically uses Sun Performance Library on Oracle Solaris systems. Like MKL for Linux and Windows, Sun Performance Library offers improved performance of many mathematical computations on Oracle Solaris. Sun Performance Library is part of Oracle Solaris Studio.
Oracle provides support for Oracle R Distribution to customers of Oracle Advanced Analytics, Oracle Enterprise Linux, and Oracle Big Data Appliance.
Note:
Oracle recommends that you use Oracle R Distribution with Oracle R Enterprise whenever possible.If you choose to use open source R with Oracle R Enterprise, then you must build it from source. See Section 3.1.2 for instructions.
ROracle
ROracle is an open source R package that enables interaction between R and Oracle Database. Originally developed by a third party, ROracle has been enhanced by Oracle and is now maintained and supported by Oracle. ROracle is one of the supporting packages used by Oracle R Enterprise.
See Also:
Section 3.1, "About Oracle R Distribution and Open Source R"
R Project for Statistical Computing at http://www.r-project.org
Oracle R Advanced Analytics for Hadoop provides a general computation framework in which you can create R scripts and execute them on an Hadoop cluster. Oracle R Advanced Analytics for Hadoop includes a collection of R packages that provides interfaces to work with Apache Hive tables, the Apache Hadoop compute infrastructure, the local R environment, and Oracle database tables.
Oracle R Advanced Analytics for Hadoop provides a basic level of access to Oracle Database. You can move the contents of a database table to HDFS, and move the results of HDFS analytics back to the database. You can then perform additional analysis on the reduced data set using Oracle R Enterprise.
See Also:
"Using Oracle R Advanced Analytics for Hadoop" in Oracle Big Data Connectors User's GuideOracle R Enterprise has a client-server architecture based on Oracle Database and Oracle Client. R engines run on the server computer and on each client computer.
SQL Transparency
Oracle R Enterprise packages on the client support SQL transparency, which enables Oracle tables to appear "transparently" as native R objects. With SQL transparency, data analysts can use R to explore, cleanse, and transform data without having to know SQL.
Embedded R Execution
Oracle R Enterprise packages, libraries, and R and SQL APIs on the server support the execution of R commands within SQL queries and PL/SQL statements. Embedded R is executed in spawned R engines that can run in parallel. With embedded R, you can execute R algorithms on very large data stores, and you can use database facilities like DBMS_SCHEDULER
to schedule the execution of user-defined R functions for lights out processing.
Figure 1-1 illustrates the client-server architecture of Oracle R Enterprise.
Figure 1-1 Client-Server Architecture of Oracle R Enterprise
Oracle R Enterprise has client components and server components:
Oracle R Enterprise Client Components:
Oracle Database Client
Oracle R Enterprise packages and supporting, open source packages
Oracle R Enterprise Server Components:
The Oracle R Enterprise client and server installation steps are illustrated in Figure 1-2.
Figure 1-2 Oracle R Enterprise Client and Server Installation Steps
Note:
If you intend to use both client and server components of Oracle R Enterprise on the computer that is hosting Oracle Database, then you do not need to perform a separate client installation. A local installation of Oracle Database Client is automatically included in the installation of Oracle Database.Oracle R Enterprise runs on 64-bit platforms only. Both client and server components are supported on each of the platforms described in Table 1-1.
Table 1-1 Oracle R Enterprise Platform Requirements
Table 1-2 shows the supported configurations of Oracle R Enterprise server components.
Table 1-2 Oracle R Enterprise Server Support Matrix
Oracle R Enterprise | Open source R or Oracle R Distribution | Oracle Database (see Note) |
---|---|---|
1.0 |
2.13.2 |
11.2.0.3, 11.2.0.4, 12.1 |
1.1 |
2.13.2 |
11.2.0.3, 11.2.0.4, 12.1 |
1.2 |
2.15.1 |
11.2.0.3, 11.2.0.4, 12.1 |
1.3 |
2.15.1 |
11.2.0.3, 11.2.0.4, 12.1 |
1.3.1 |
2.15.1, 2.15.2, 2.15.3 |
11.2.0.3, 11.2.0.4, 12.1 |
1.4 |
3.0.1 |
11.2.0.3, 11.2.0.4, 12.1 |
Note:
Oracle Database versions 11.2.0.1 and 11.2.0.2 are supported on Linux if patched. For instructions, see Section 2.2, "Patching an 11.2.0.1 or 11.2.0.2 Database on Linux".On other platforms, Oracle Database 11.2.0.3, 11.2.0.4, or 12.1 is required.
Refer to:
Oracle R Enterprise Release Notes for the latest platform requirements and the latest versions of R that are supported with Oracle R Enterprise.Note:
The RStudio Integrated Development Environment (IDE) is not included with Oracle R Enterprise. The RStudio IDE is a free, open source product that you can obtain and license from the RStudio company. See Appendix D, "Installing RStudio" for details.