Table of Contents

• Title and Copyright Information
• Preface
  • Technology Rebrand
  • Audience
  • Related Documents
  • Documentation Accessibility
  • Conventions
• Changes in Oracle Machine Learning for R Installation and Administration Guide
  • Changes in this Guide for Release 1.5.1
• 1 Overview of Oracle Machine Learning for R Installation
  • 1.1 Oracle Machine Learning for R Architecture for Oracle Database
  • 1.2 Client and Server Components of Oracle Machine Learning for R for On-Premises Database
  • 1.3 Oracle Machine Learning for R Installation Steps
  • 1.4 Oracle Machine Learning for R System Requirements for On-Premises Database
• 2 Install and Configure the Database for Oracle Machine Learning for R
  • 2.1 Install Oracle Database for Oracle Machine Learning for R
  • 2.2 Using EXTPROC with Embedded R Execution
    • 2.2.1 About EXTPROC
    • 2.2.2 About EXTPROC Configuration for OML4R
    • 2.2.3 Troubleshooting EXTPROC
• 3 Install R for Oracle Machine Learning for R
  • 3.1 About R and Oracle Machine Learning for R for On-Premises Database
    • 3.1.1 About ROracle
    • 3.1.2 Oracle R Distribution and OML4R
  • 3.2 Install Oracle R Distribution on Linux
    • 3.2.1 Install Oracle R Distribution on Oracle Linux 7 Using Yum
    • 3.2.2 Install Oracle R Distribution on Oracle Linux Using RPMs
      • 3.2.2.1 Oracle R Distribution 3.6.1 RPMs for Oracle Linux 7
      • 3.2.2.2 Oracle R Distribution 3.3.0 RPMs for Oracle Linux 7
    • 3.2.3 Install Oracle R Distribution on Red Hat Enterprise Linux
  • 3.3 Install Oracle R Distribution on Oracle Solaris
  • 3.4 Install Oracle R Distribution on IBM AIX
  • 3.5 Install Oracle R Distribution on Microsoft Windows
  • 3.6 Configure Oracle R Distribution to Use MKL on the Client
    • 3.6.1 Enable MKL Support for Oracle R Distribution on a Linux Client
      • 3.6.1.1 Modifying the Number of Threads for MKL on Linux
    • 3.6.2 Enable MKL Support for Oracle R Distribution on a Windows Client
      • 3.6.2.1 Modify the Number of Threads for MKL on Windows
  • 3.7 Uninstall Oracle R Distribution
    • 3.7.1 Uninstall Oracle R Distribution on Windows
    • 3.7.2 Uninstall Oracle R Distribution on Linux
    • 3.7.3 Uninstalling Oracle R Distribution on Oracle Solaris
    • 3.7.4 Uninstall Oracle R Distribution on IBM AIX
• 4 Install Oracle Machine Learning for R Server
  • 4.1 About Oracle Machine Learning for R Server
    • 4.1.1 About the RQSYS Schema
    • 4.1.2 Security Best Practices for OML4R
  • 4.2 Oracle Machine Learning for R Server Requirements
    • 4.2.1 System Requirements
    • 4.2.2 Environment Variables
    • 4.2.3 User Requirements
      • 4.2.3.1 About Operating System Authentication
      • 4.2.3.2 Verify the Group Membership of Your User ID
  • 4.3 Install Oracle Machine Learning for R Server for Oracle Database 19c or later
    • 4.3.1 Prepare to Use OML4R Server with R-3.6.1 or Later
    • 4.3.2 Install OML4R Server Using rqcfg.sql
  • 4.4 Install Oracle Machine Learning for R Server for Oracle Database 12c and Earlier
    • 4.4.1 About the Server Script
      • 4.4.1.1 Overview of Server Script Operations
      • 4.4.1.2 Server Script Syntax
      • 4.4.1.3 Server Script Examples
        • 4.4.1.3.1 A Default Interactive Installation
        • 4.4.1.3.2 A Default Batch Installation
  • 4.5 Verify the OML4R Server Installation
  • 4.6 Install OML4R Server in a Multitenant Environment
• 5 Install Oracle Machine Learning for R on Exadata
  • 5.1 About Oracle Machine Learning for R on Exadata
  • 5.2 Install Oracle Machine Learning for R on Exadata Using DCLI
    • 5.2.1 Install Oracle R Distribution Across Exadata Compute Nodes Using DCLI
      • 5.2.1.1 DCLI Command Summary for Oracle R Distribution installation on Exadata
    • 5.2.2 Install OML4R Server Across Exadata Compute Nodes Using DCLI for 12c and Earlier
    • 5.2.3 Install OML4R Server Across Exadata Compute Nodes Using DCLI for 18c and Later
    • 5.2.4 DCLI Commands Summary for Oracle Machine Learning for R Server
  • 5.3 Install Oracle Machine Learning for R for Oracle RAC Without DCLI
• 6 Install Oracle Machine Learning for R Client
  • 6.1 About OML4R Client
    • 6.1.1 About Oracle Database Client Software
    • 6.1.2 About the OML4R Packages
    • 6.1.3 About the OML4R Supporting Packages
  • 6.2 Install Oracle Database Instant Client
    • 6.2.1 Installing Oracle Database Instant Client on Windows
    • 6.2.2 Install Oracle Database Instant Client on Linux or UNIX
      • 6.2.2.1 Install Oracle Instant Client from a Zip File
      • 6.2.2.2 Install Oracle Instant Client on Linux from RPMs
  • 6.3 Install the Oracle Machine Learning for R Packages
    • 6.3.1 Install the OML4R Packages on Windows
    • 6.3.2 Install the OML4R Packages on Linux or UNIX
  • 6.4 Install the OML4R Supporting Packages
    • 6.4.1 Install the Supporting Packages on Windows
    • 6.4.2 Install the Supporting Packages on Linux or UNIX
  • 6.5 Connect OML4R Client to OML4R Server
• 7 Administrative Tasks for Oracle Machine Learning for R
  • 7.1 Install Oracle R Distribution on Linux in a Non-Default R_HOME
  • 7.2 Upgrade Oracle Machine Learning for R
  • 7.3 Migrate Oracle Machine Learning for R Data
  • 7.4 Migrate Oracle Machine Learning for R After a Database Upgrade
  • 7.5 Uninstall Oracle Machine Learning for R
    • 7.5.1 Uninstall OML4R Server from Oracle Database 18c or Later
    • 7.5.2 Uninstall OML4R Server from Oracle Database 12c and Earlier
      • 7.5.2.1 Performing a Partial Uninstall
      • 7.5.2.2 Performing a Full Uninstall
    • 7.5.3 Uninstall OML4R Client
  • 7.6 Install Additional R Packages on Linux or UNIX
  • 7.7 Create a Database User for Oracle Machine Learning for R
    • 7.7.1 About the RQADMIN Role
  • 7.8 Create and Modify Environment Variables on Windows
  • 7.9 Create an Oracle Wallet for an Oracle Machine Learning for R Connection
  • 7.10 Control Memory Used by Embedded R
• A A Sample Installation of Oracle Machine Learning for R
  • A.1 About the Oracle Machine Learning for R Sample Installation Environment
  • A.2 Install Oracle Machine Learning for R on the Server
    • A.2.1 Verify the Environment
    • A.2.2 Install Oracle R Distribution
    • A.2.3 Install Oracle Machine Learning for R Server
  • A.3 Install Oracle Machine Learning for R on the Client
    • A.3.1 Install Oracle R Distribution on the Windows Client
    • A.3.2 Install Oracle Instant Client
    • A.3.3 Install the Oracle Machine Learning for R Packages
    • A.3.4 Install the OML4R Supporting Packages
  • A.4 Verifying the Oracle Machine Learning for R Installation
• B R Package Installation Tips
  • B.1 R Package Installation Basics
  • B.2 Set the R Repository
  • B.3 About R Package Installation for Oracle Machine Learning for R
  • B.4 About CRAN Task Views
• C Installing RStudio
  • C.1 About RStudio
  • C.2 Install RStudio Server
  • C.3 Install RStudio Desktop
• D Oracle R Distribution Packages
• Index