1.2.3 Oracle Machine Learning for R Installation Steps
These steps and this roadmap illustrate a typical Oracle Machine Learning for R installation.
Note:
If you intend to use both client and server components of Oracle Machine Learning for R on the computer that is hosting Oracle AI 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 AI Database.
Illustration of the Installation Steps
Figure 1-2 Oracle Machine Learning for R Client and Server Installation Steps
This figure illustrates the Oracle Machine Learning for R client and server installation steps.
Description of "Figure 1-2 Oracle Machine Learning for R Client and Server Installation Steps"
Oracle Machine Learning for R Installation Roadmap
This roadmap provides the steps required to install and configure a typical Oracle Machine Learning for R environment. To install Oracle Machine Learning for R, do the following:
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Verify that your system meets the basic requirements
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Obtain the correct installation software
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Perform and validate the installations
Table 1-1 Tasks for Installing Oracle Machine Learning for R
| Task | Description | Documentation |
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1. Review the Oracle Machine Learning for R sample installation. |
Review the steps for a typical installation of Oracle Machine Learning for R on a Linux server and a Windows client. Note: All the supported configurations are listed in Oracle Machine Learning for R System Requirements for On-Premises Database. |
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2. Verify supported platforms and system requirements. |
Use the Platform Requirements table and Server Support Matrix to verify your environment meets the requirements for installation. |
Oracle Machine Learning for R System Requirements for On-Premises Database |
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3. Identify installation users for Oracle R Distribution and Oracle Machine Learning for R. |
The user executing the installation and configuration on your system requires sufficient permissions and privileges. For Oracle R Distribution, the installation user is root (Unix/Linux) or Administrator (Windows). |
User Requirements for Oracle Machine Learning for R Server |
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4. Download the product installers. |
Oracle R Distribution is available from Oracle’s public yum or the Oracle download site. Oracle AI Database and Oracle Machine Learning for R are available on the Oracle download site. For Oracle Database 18c and later, the Oracle Machine Learning for R installers are shipped with Oracle Database. |
Oracle Database Software Downloads |
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5. Install and configure Oracle AI Database. |
Oracle Machine Learning for R requires the 64-bit version of Oracle AI Database Enterprise Edition. |
Install and Configure the Database for Oracle Machine Learning for R |
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6. Install and configure R. |
Oracle Machine Learning for R requires an installation of R on each node of the server and on each client computer that interacts with the server. Oracle R Distribution is recommended. The Oracle Machine Learning for R Server components must be installed on the database server. |
Install R for Oracle Machine Learning for R on On-Premises Oracle AI Database |
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7. Install and configure Oracle Machine Learning for R Server. |
Oracle Machine Learning for R includes several components on the server. Together these components enable an Oracle Machine Learning for R client to interact with an Oracle Machine Learning for R server. |
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8. Install Open Source R packages on the Oracle Machine Learning for R server. |
Embedded R execution with Oracle Machine Learning for R allows the use of CRAN or other third-party R packages in user-defined R functions executed on the Oracle AI Database server. |
About R Package Installation for Oracle Machine Learning for R |
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9. Install and configure the Oracle Machine Learning for R client. |
If a physical client is configured, then you must install the following Oracle Machine Learning for R components separately on each client computer:
If you wish to run the Oracle Machine Learning for R client through a web browser, then install RStudio Server on the database server (Linux only). |
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10. Install Open Source R packages on the Oracle Machine Learning for R client. |
R packages installed on the Oracle Machine Learning for R server must also be installed on the Oracle Machine Learning for R client. |
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11. Verify the Oracle Machine Learning for R Installation. |
Test the Oracle Machine Learning for R installation by connecting to the Oracle Machine Learning for R client to the server and executing some Oracle Machine Learning for R functions. |
Verify the Oracle Machine Learning for R Server Installation |