PK x\Eoa,mimetypeapplication/epub+zipPKx\EiTunesMetadata.plistt artistName Oracle Corporation book-info cover-image-hash 690047958 cover-image-path OEBPS/dcommon/oracle-logo.jpg package-file-hash 525710765 publisher-unique-id E16632-03 unique-id 548660983 genre Oracle Documentation itemName Oracle® Fusion Middleware Administrator's Guide for Oracle Real-Time Decisions, 11g Release 1 (11.1.1) releaseDate 2011-11-30T14:58:57Z year 2011 PKبytPKx\EMETA-INF/container.xml PKYuPKx\EOEBPS/app_log_config_files.htm/d System Log and Configuration Files

A System Log and Configuration Files

This appendix provides the names and locations of the Oracle RTD log and configuration files. To ensure the integrity of the information in these files, you should use operating system or other tools to set the appropriate file permissions on the parent directories that contain these files, so that an intruder cannot access them.

This section contains the following topics:

A.1 Searching and Viewing Server-Side Log Files

In the Enterprise Manager of Fusion Middleware Control, you can search and view log files both within and across Oracle Fusion Middleware components. You can also download log files to your local client and view the log files using other tools.

You must first log into Fusion Middleware Control. For details, see Section 2.1.1, "Logging into Fusion Middleware Control."

To access the log files from the Oracle RTD home page, right-click the deployed Oracle RTD application in the navigation pane, and select Logs, then View Log Messages.

The Log Messages screen appears.

Surrounding text describes fmw_logs_search.gif.

Figure A-1 shows an overview of the main Oracle Fusion Middleware operations to search and view log files.

Figure A-1 Main Oracle Fusion Middleware Log File Search and View Operations

Surrounding text describes Figure A-1 .

For general information about searching and viewing log files, see the section "Viewing and Searching Log Files" in Oracle Fusion Middleware Administrator's Guide.

The following notes are more specific to Oracle RTD users:

  1. The list of log files includes the Managed Server log file, which has the general name server_name.log.

    The Oracle RTD runtime log files have the general name server_name-diagnostic[-<n>].log.

  2. To search for files that are specific to Oracle RTD, first add the field Module to the search fields, enter oracle.rtd in the Module search box, then click Search. Surrounding text describes add_module.gif.

A.2 Configuring Oracle RTD Server-Side Log Files

You can configure the following properties of Oracle RTD server-side log files:

For more information about configuring log files, see the section "Configuring Settings for Log Files" in Oracle Fusion Middleware Administrator's Guide.

A.3 Log Files

Oracle RTD provides both server and client logs. In addition, there are log files specific to Eclipse and application servers.

This section contains the following topics:

A.3.1 Main Oracle RTD Log Files

Table A-1 shows the two main Oracle RTD log files. The Oracle RTD Server log is the main log to use for troubleshooting problems

Table A-1 Main Oracle RTD Logs

Log TypeDefault Location

Oracle RTD Server log

RTD_RUNTIME_HOME/log/server_name-diagnostic[-<n>].log

Oracle RTD Client log

RTD_HOME/log/client.log


where:

  • RTD_HOME is the directory into which you extract the client-side Oracle RTD files.

  • RTD_RUNTIME_HOME is the directory into which you install runtime Oracle RTD, typically <mw_home>/user_projects/domains/domain_name/servers/server_name/.

A.3.2 Log Files for Oracle RTD Client Tools

In addition to the Oracle RTD Client log, Oracle RTD maintains the following client tool log files:

  • RTD_HOME/scripts/SDDBTool.log

  • RTD_HOME/log/loadgen.csv

For Decision Studio log messages, see Section A.3.4, "Eclipse Log File."

A.3.3 Server-Side Log Files

This section lists the server-side log files under WebLogic.

RTD_RUNTIME_HOME/logs/server_name.log
RTD_RUNTIME_HOME/logs/server_name-diagnostic[-<n>].log
RTD_RUNTIME_HOME/logs/server_name.out

A.3.4 Eclipse Log File

The Eclipse log file, used for logging Decision Studio log messages, is Decision_Studio_Workspace/.metadata/.log.

Setting Logging Levels for Eclipse

To set the logging levels for Eclipse, edit the following file:

RTD_HOME\eclipse\plugins\com.sigmadynamics.studio_11.1.1\etc\eclipse-log.properties

To adjust logging levels, set the values to true or false. The default settings are as follows:

  • debug=false

  • info=true

  • warn=true

  • error=true

  • fatal=true

  • trace=false

A.4 Configuration Files

This section lists the Oracle RTD configuration files in Release 11g.

Oracle RTD Configuration Files for WebLogic

BEA_HOME/<Oracle_BI_Directory>/bifoundation/jee/RTD.ear/APP_INF/lib/etc/sdconfig.xml
PK//PKx\EOEBPS/deployment.htmJ Production Deployment of Oracle Real-Time Decisions

8 Production Deployment of Oracle Real-Time Decisions

After an Inline Service is tested and ready for production deployment, you will deploy it to one or more servers for production. For more information about the hardware requirement and the topologies in which Oracle RTD can be deployed, see the following topics in Oracle Fusion Middleware Enterprise Deployment Guide for Oracle Business Intelligence:

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9 Command Line Deployment of Inline Services

In addition to deployment from Decision Studio, Inline Service deployment is also available from the command line. This type of Inline Service deployment can be performed either directly by a command in a command line window or from a script that calls the command.

This is useful in situations where several developers work on an Inline Service whose files are stored in a source control system. On a scheduled (or on-demand) basis, the Inline Service is retrieved from the source control system onto the production machine or onto another machine that can deploy the Inline Service into a production machine. You can then programmatically deploy the Inline Service to the production RTD server.

As released, the command line deployment tool is located in the zip file, rtd-deploytool-11.1.1.zip, in the directory RTD_HOME\client\CommandLineDeploy.

First, unzip the file rtd-deploytool-11.1.1.zip. The file can be unzipped into any machine running Linux or Windows. The machine must have JDK installed. The JDK version used to run the command line deploy tool must be the same as the JDK version used by the RTD server.

In this section, the directory into which rtd-deploytool-11.1.1.zip is unzipped is referred to as RTD_DEPLOYTOOL_DIR. The unzipping creates the folder structure OracleBI/RTD/deploytool under RTD_DEPLOYTOOL_DIR. The main command line deployment tool, deploytool.jar, which performs the command line deployment, is located in the RTDdeploytool folder.


Note:

To use the command line deployment tool, users must be associated with an application server role which permits deploying the Inline Service.

For example, if no permission assignments have been removed from the default roles after a Simple or Enterprise installation of Oracle RTD, then a user with the BIAuthor or BIAdministrator role is permitted to use the command line deployment tool.


9.1 Deploying the Inline Service

To deploy the Inline Service from the command line, perform the following steps:

  1. Navigate to the directory containing the deploytool.jar file.

    cd RTD_DEPLOYTOOL_DIR/OracleBI/RTD/deploytool/
    
  2. Run the following command:

    java [-Djavax.net.ssl.trustStore="<trust_store_location>"] -jar deploytool.jar -deploy [[<named_option>...] source [<positional_option> [...]]
    

    The parameters for deploytool.jar are as follows:

    • <named_option>... - one or more of the name-value pairs listed in Table 9-1.

    Table 9-1 Command Line Deployment Named Options

    FormatDescription

    -server address

    Hostname or IP address for the RTD server.

    Default is localhost.

    -port number

    Port on which the RTD server listed.

    Default is 8080.

    -sslConnection bool

    Whether SSL is used for connection.

    Default is false.

    -deploymentState name

    Deployment state for this Inline Service.Default is Development

    -releaseLock bool

    Releasing the lock allows other users to edit the Inline Service in Decision Center or to deploy it from Decision Studio. Default is true.

    -terminateSessions bool

    Terminating active sessions in the Decision Server.

    Do not use this option when deploying to a production server unless necessary.

    Default is false.


    • source - one of the following:

      • Directory: Full path to the Inline Service project folder which holds the Inline Service to be deployed.

      • Zip file: Full path to the zip file containing the Inline Service project folder which holds the Inline Service to be deployed.

        The zip file can contain only one Inline Service with up to one level parent folder.

      Paths that include spaces must be enclosed within double quotes, for example, "C:\My Projects\CrossSell".

    • <positional_option>[...] - positional parameter list in the format:

      [username password [server[port[ssl[state[unlock[endsessions]]]]]]]

      as listed in Table 9-2.

    Table 9-2 Command Line Deployment Positional Options

    ParameterDescription (includes references to Table 9-1 Format entries)

    username

    Name of a user logging in to the RTD server.

    password

    The user's password. For a blank password, specify "".

    server

    Positional -server

    port

    Positional -port

    ssl

    Positional -sslConnection

    state

    Positional -deploymentState

    unlock

    Positional -releaseLock

    endsessions

    Positional -terminateSessions


    The command line deployment program deploys Oracle RTD Inline Services found in a source to a server from the command line.

    The parameter -deploy is the first required argument.

    The parameters source, username, and password are mandatory parameters, and are positional. If the values of the username and password parameters are not specified initially, users will be prompted to enter them.

    If values are specified for a named option and its corresponding positional option, then the positional option value overrides the named option value.


    Notes:

    1. Help text listing and describing the parameters appears if the jar file is called without parameters, for example, java -jar deploytool.jar.

    2. <trust_store_location> is the full path to the trust store file. Use the -Djavax.net.ssl.trustStore parameter only if -sslConnection (or the equivalent positional parameter ssl) is set to true.


Examples without named options

java -jar deploytool.jar -deploy "c:\my workspace\CrossSell" scott brighton 192.168.0.15 8080 true Production false

java -jar deploytool.jar -deploy CrossSell sp34kc slater

java -jar deploytool.jar -deploy
c:\OracleBI\RTD\examples\CrossSell sdsu b21k7e false QA

Examples using named options

java -jar deploytool.jar -deploy -server 192.168.0.15 -port 8081 c:\OracleBI\RTD\examples\CrossSell sysman mi22ty

java -jar deploytool.jar -deploy -port 8081 -server 192.168.0.15 c:\OracleBI\RTD\examples\DC_Demo sonar chimney

java -jar deploytool.jar -deploy -sslConnection true CrossSell.zip calzone twostep

java -Djavax.net.ssl.trustStore="C:\OracleBI\RTDdeploytool\etc\ssl\sdtrust.store" -jar deploytool.jar -deploy -sslConnection true -port 8443 "C:\OracleBI\RTD\examples\CrossSell" ssluser psword

PKu^:Y:PKx\EOEBPS/post_install.htm\) Post-Installation Steps

3 Post-Installation Steps

Installation of Oracle RTD is performed using the Oracle Fusion Middleware Business Intelligence Installer.

There are three types of installation:

  • Simple Install

  • Enterprise Install

  • Software Only Install

In each of the install scenarios in the Business Intelligence Installer, you have the option of selecting different Business Intelligence components. The selection and installation of Oracle RTD is independent of the selection and installation of any of the other components.

The Simple and Enterprise installs are similar in that the same types of system object are created and configured. The Simple install uses default values, the Enterprise install enables installers to select many non-default values. The Software Only install copies component files into standard directories, but neither configures nor deploys any component.

Full details of how to install Oracle RTD appear in Oracle Fusion Middleware Installation Guide for Oracle Business Intelligence.

This chapter describes the file and directory structure that exists after a Simple or Enterprise install, and the configuration steps that may be performed after a Software Only install.

The CrossSell and DC_Demo Inline Services are released with Oracle RTD to serve as examples to demonstrate a variety of Oracle RTD features. The data required for these Inline Services is provided with Oracle RTD, but not set up during installation. This chapter describes how to set up the data for these sample Inline Services.

This chapter contains the following topics:

3.1 Directory Structure of Oracle Real-Time Decisions Server-Side Files

Figure 3-1 shows the main server-side directories after a basic Simple or Enterprise installation, no matter which Business Intelligence product was installed.


Note:

The exact names of the directories and files may depend on options chosen during installation. Unless specified otherwise, the diagrams and descriptions in this chapter use the standard default names created during a Simple installation.


Figure 3-1 Main Server-Side Directories

Surrounding text describes Figure 3-1 .

The Oracle BI directory is the home directory for the installed products. In this section, it is referred to as <Oracle_BI_directory>, and contains both product-specific files and files common to all installed products. Figure 3-2 shows the subdirectories and files under <Oracle_BI_directory> that are most relevant to Oracle RTD administrators.

Figure 3-2 Oracle BI Directory - Main Subdirectories

Surrounding text describes Figure 3-2 .

After the completion of both the Simple and Enterprise installations:

  • The RTD.ear file will be at <Oracle_BI_directory>/bifoundation/jee.

  • The system will consist of a new WebLogic domain with one Administration Server and one Managed Server.

  • Oracle RTD will be configured and deployed in the Managed Server.

  • The Oracle RTD client-side tools will exist in a zip file in the directory <Oracle_BI_directory>/clients/rtd/.

    The name of the client tools zip file is rtd_client_11.1.1.zip.

    The Oracle RTD client-side tools can only be run on a Windows platform. If you did not install Oracle RTD on to a Windows platform, you must copy the client tools zip file to a Windows client machine, and unzip it there. For more information, see Section 3.2, "Installing Oracle Real-Time Decisions Client-Side Files."

The tables and procedures required to run Oracle RTD are typically created previously by running Repository Creation Utility (RCU). The tables include the model snapshot tables, which reside in the same schema as the other Oracle RTD tables.


Notes:

  1. While RCU creates the model snapshot tables in the same schema as the Oracle RTD runtime tables, Oracle recommends that you also create and configure the model snapshot tables in a separate schema. For details, see Chapter 10, "Setting Up and Using Model Snapshots."

  2. The example Inline Services CrossSell and DC_Demo, which are included with Oracle RTD, refer to specific example data tables. Before you can use these Inline Services, you must create and populate the example data tables. For details of creating and populating these tables, see Section 3.5.1, "Populating the CrossSell Example Data (Optional)" and Section 3.5.2, "Populating the DC_Demo Example Data (Optional).".


3.2 Installing Oracle Real-Time Decisions Client-Side Files

Oracle RTD can run on either Windows or UNIX. The Oracle RTD client tools, such as Decision Studio and Load Generator can only run on Windows. The process of installing the Oracle RTD client tools is unzipping the client tools zip file on a Windows machine - no further procedures are required.

If you installed Oracle RTD on to a Windows platform, unzip the client tools zip file located in the server-side directory <Oracle_BI_directory>/clients/rtd/ into any directory that you choose.

If you did not install Oracle RTD on to a Windows platform, you must perform the two-stage process:

  • Copy the client tools zip file from the server-side directory <Oracle_BI_directory>/clients/rtd/ to the Windows client machine where you want to use the client tools

  • Unzip the client tools zip file on the Windows client machine into any directory that you choose

For more information about supported machine configurations for Oracle RTD and Oracle RTD client tools, see Section 1.4, "System Requirements and Certification."


Note:

The terminology convention used for all Oracle RTD documentation is that the directory into which the Oracle RTD client-side tools are installed is referred to as RTD_HOME. See also Section 3.4, "About the Oracle RTD Runtime Environment."


Figure 3-3 shows the main Oracle RTD client-side directories and files after the client tools zip file has been unzipped.

Figure 3-3 Main Oracle RTD Client Directories and Files

Surrounding text describes Figure 3-3 .

3.2.1 Installing Java Development Kit (JDK) for Oracle Real-Time Decisions Client Tools

To use the Oracle RTD client-side tools after installation, ensure that you have the same version of the Java Development Kit (JDK) as you have on the server machine where you installed Oracle RTD. The server-side JDK typically resides in a directory directly under the <middleware_home> directory.

After installing the JDK on the client machine, create a system environment variable called JAVA_HOME and set its value to the full path name of the install location of the JDK.

Modify the system environment variable PATH by adding %JAVA_HOME%\bin; to the beginning of the existing value.

For example, if the existing PATH value is 'abc;', then the new value should be:

'%JAVA_HOME%\bin;abc;'

By default, setting the JAVA_HOME system environment variable will enable all the Oracle RTD client tools. You can also set JAVA_HOME locally, in the file RTD_HOME/scripts/SetSDParams.cmd. This local setting of JAVA_HOME only affects Oracle RTD operations that use sdexec.cmd, such as InitAppdb.cmd and loadgen.cmd (and not Decision Studio nor the command line deployer).

3.3 Configuring Oracle Real-Time Decisions After Installation

Configuring Oracle Real-Time Decisions After Software Only Installs

The Software Only install installs the binaries of components selected during the installation into the appropriate directories. It makes some minor changes to directories under Middleware home, but the main effect is to create a new Oracle BI directory, and to set up product-related files under that new directory.

The Software Only install performs no configuration nor enabling of any component. No associated WebLogic domain is created. JEE components, such as Oracle RTD, are neither configured nor deployed.

To complete the process of configuring Oracle RTD, and creating a WebLogic domain and all the default security components, you must run <Oracle_BI_directory>/bin/config.sh (on Linux systems) or <Oracle_BI_directory>/bin/config.bat (on Windows systems).

Configuring Oracle Real-Time Decisions After Simple and Enterprise Installs

A Simple or Enterprise installation automatically creates a single WebLogic domain for Oracle RTD (and any other components selected during the install). If you do not need further WebLogic domains for Oracle RTD, you do not have to perform any post-installation steps.

After a Simple or Enterprise installation, if you require more WebLogic domains for Oracle RTD under the same <Oracle_BI_directory>, run the script <Oracle_BI_directory>/bin/config.sh (on Linux systems) or <Oracle_BI_directory>/bin/config.bat (on Windows systems).

3.4 About the Oracle RTD Runtime Environment

The files that are used and updated during Oracle RTD runtime appear at <mw_home>/user_projects/domains/domain_name/servers/server_name/, and for convenience, this directory is referred to as RTD_RUNTIME_HOME.

As an example, the Oracle RTD logs and other Managed Server logs appear in RTD_RUNTIME_HOME/logs/.

3.5 Populating the Example Data Tables (Optional)

Two example Inline Services, CrossSell and DC_Demo, are included with Oracle Real-Time Decisions. To use either or both of these Inline Services, you must create and populate extra tables in the database, by running the script InitAppDB on the Windows computer where you installed the Oracle RTD client-side tools.

Database Client Tools Requirement

On the Windows computer, in addition to the Oracle RTD client-side tools, you must also have client tools appropriate to your database. This can be achieved by installing:

  • SQL Server client tools if you are using SQL Server for your Oracle RTD Database

  • Oracle Administrator Client (must include SQL*Plus) if you are using Oracle Database for your Oracle RTD Database

  • DB2 Administration Client if you are using DB2 for your Oracle RTD Database

This section contains the following topics:

3.5.1 Populating the CrossSell Example Data (Optional)

An example Inline Service, called CrossSell, is included with Oracle Real-Time Decisions. To use this sample Inline Service, you must create and populate three tables, CrossSellCustomers, CrossSellResponses, and CrossSellBestOffer in the Oracle RTD Database.

InitAppDB is located with the example Inline Service. Using a command prompt, run the script appropriate for your database type:

  • If you are using SQL Server for your Oracle RTD Database, run RTD_HOME\examples\CrossSell\etc\data\SQLServer\initappdb.cmd.

  • If you are using Oracle Database for your Oracle RTD Database, run RTD_HOME\examples\CrossSell\etc\data\Oracle\initappdb.cmd.

  • If you are using DB2 for your Oracle RTD Database, run RTD_HOME\examples\CrossSell\etc\data\DB2\initappdb.cmd.

This script takes the following parameters:

InitAppDB RTD_HOME db_host db_port db_name db_runtime_user db_admin_user db_admin_password

Table 3-1 describes the parameters for the InitAppDB script.

Table 3-1 Parameters for InitAppDB Script

ParameterDescription

RTD_HOME


The full path of the directory where the Oracle RTD client-side files are installed.

db_host

The name of the computer hosting the database server.

If you installed your Oracle RTD Database on a SQL Server named instance, specify db_host\instance_name.

db_port

The database port number.

db_name

The name of the database, or for Oracle Database, the SID.

db_runtime_userFoot 1 

The user name of the run-time user for the system.

db_admin_user

The name of a user that has rights to create tables and stored procedures on the database.

db_admin_password

The password of the administrative user.


Footnote 1 For Oracle Database, the db_runtime_user and db_admin_user are the same user.

If you are using Oracle Database for your Oracle RTD Database, you can revoke the Resource role from the database user after you run the InitAppDB script.

3.5.2 Populating the DC_Demo Example Data (Optional)

Another example Inline Service, called DC_Demo, is included with Oracle Real-Time Decisions, to demonstrate dynamic choices and external rules. To use this sample Inline Service, you must first create and populate a sample database table WebOffers.

InitAppDB is located with the example Inline Service. Using a command prompt, run the script appropriate for your database type:

  • If you are using SQL Server for your Oracle RTD Database, run RTD_HOME\examples\DC_Demo\etc\data\SQLServer\initappdb.cmd.

  • If you are using Oracle Database for your Oracle RTD Database, run RTD_HOME\examples\DC_Demo\etc\data\Oracle\initappdb.cmd.

  • If you are using DB2 for your Oracle RTD Database, run RTD_HOME\examples\DC_Demo\etc\data\DB2\initappdb.cmd.

This script takes the following parameters:

InitAppDB RTD_HOME db_host db_port db_name db_runtime_user db_admin_user db_admin_password

See Table 3-1 for the parameters for the InitAppDB script.

PKnU\\PKx\E OEBPS/toc.ncx Oracle® Fusion Middleware Administrator's Guide for Oracle Real-Time Decisions, 11g Release 1 (11.1.1) Cover Title and Copyright Information Contents Preface 1 Introduction to Oracle Real-Time Decisions Administration 2 Main Administration Tools for Oracle Real-Time Decisions 3 Post-Installation Steps 4 Security for Oracle Real-Time Decisions 5 Configuring Data Access for Oracle Real-Time Decisions 6 Clustering and High Availability for Oracle Real-Time Decisions 7 Additional Configuration Settings and Starting Client Tools 8 Production Deployment of Oracle Real-Time Decisions 9 Command Line Deployment of Inline Services 10 Setting Up and Using Model Snapshots 11 Performance Monitoring 12 Backup and Recovery of Oracle Real-Time Decisions 13 Managing Oracle Real-Time Decisions A System Log and Configuration Files B Upgrading and Patching Oracle Real-Time Decisions Copyright PK:PKx\EOEBPS/content.opf Oracle® Fusion Middleware Administrator's Guide for Oracle Real-Time Decisions, 11g Release 1 (11.1.1) en-US E16632-03 Oracle Corporation Oracle Corporation Oracle® Fusion Middleware Administrator's Guide for Oracle Real-Time Decisions, 11g Release 1 (11.1.1) 2011-11-30T14:58:57Z Describes how to configure and administer Oracle RTD after installation, how to set up authentication and authorization for maintaining security, and how to manage Oracle RTD MBeans. PK7}Z PKx\EOEBPS/clustering2.htm4 Clustering and High Availability for Oracle Real-Time Decisions

6 Clustering and High Availability for Oracle Real-Time Decisions

Oracle RTD may be deployed into a cluster to achieve any of the following objectives:

  • Increased processing power

  • Increased memory, to accommodate more concurrent sessions

  • Increased availability in the event of hardware failures

Full details of how to set up and use Oracle RTD clusters, both in general and in a high availability deployment, appear in the section "High Availability for Oracle Real-Time Decisions" in Oracle Fusion Middleware High Availability Guide.

PKt+PKx\EOEBPS/model_snapshots.htm Setting Up and Using Model Snapshots

10 Setting Up and Using Model Snapshots

The Oracle RTD Model Snapshot feature allows you to export data accumulated in Oracle RTD predictive models to external database tables. These results include counts of events, predictiveness values, and correlations. The data exported from the Oracle RTD models can then be analyzed using standard reporting and business intelligence products and techniques.

The data that Oracle RTD collects in its predictive models for a given Inline Service is attached to a Study. The association between an Inline Service and a Study is defined at deployment time.

The Model Snapshot functionality of Oracle RTD operates at the Study level and affects all the models defined in the Inline Service. Using Model Snaphots, you will be able to export the data contained in all the Models of an Inline Service for a given Study.

The data exported by the Model Snapshot feature allows you to replicate and extend the standard choice and choice group level "predictive model" reports provided by Oracle RTD Decision Center. Furthermore, when associated with customer data from a data warehouse, this exported data enables offline customer centric reporting of predictive insights collected and generated by Oracle RTD.

This section consists of the following topics:

10.1 Overview of Setting Up and Using Model Snapshots


Note:

The description of how to set up and use the Model Snapshot functionality of Oracle RTD assumes that you have a running Inline Service with populated predictive models.


There are three main stages in the process of setting up and using model snapshots, as follows:

  1. Configuring the model snapshot tables.

  2. Populating the model snapshot tables from the learned data, and clearing the tables as required.

  3. Creating reports from the model snapshot tables.

There are two parameters related to model snapshots that are for tuning purposes. For more information, see Section 10.7, "Tuning the Model Snapshot Process."

10.2 Model Snapshot Tables Schema

Oracle RTD exports its predictive model data using a multi-dimensional schema as described in the entity relationship model of Figure 10-1, which shows the model snapshot tables (except for RTDSnapshotSchemaVersion), their columns, and the inter-table relationships, as represented by the connector lines.

Each connector represents a one-to-many relationship, from the table at the top end of the connector to the table at the lower end. In the reverse direction, the relationship from the lower table to the top table is one-to-one.

Figure 10-1 Model Snapshot Tables Schema

Surrounding text describes Figure 10-1 .

The one-to-many relationships between the elements represented by the tables are as follows (each one-to-many relationship implies the corresponding one-to-one relationship in the reverse direction):

  • Each Study can have one or more Applications, and one or more Models.

  • Each Application can have one or more Choice Groups, and one or more Choices.

  • Each Choice Group can have one or more Choices.

  • Each Choice, Event, and Model can have one or more Model Instances.

  • Each Model Instance can have one or more Cumulative Gains.

There are also three many-to-many relationships between Model Instances and Attributes, namely Partition, Predictiveness, and Correlation.

The table and column names appear in the following list.

  • RTDApp

    ColumnDescription

    id

    Primary key.

    study_id

    Foreign key to RTDStudy.

    name

    Application name.


  • RTDAttribute

    ColumnDescription

    id

    Primary key.

    name

    Attribute name.

    path

    Delimited attribute names showing how this attribute was reached from the root of the session.


  • RTDChoice

    ColumnDescription

    id

    Primary key.

    app_id

    Foreign key to RTDApp.

    internal_name

    Internal name for Choice.

    display_name

    Name displayed for Choice.

    choicegroup_id

    Foreign key to RTDChoiceGroup.


  • RTDChoiceGroup

    ColumnDescription

    id

    Primary key.

    app_id

    Foreign key to RTDApp.

    internal_name

    Internal name for Choice Group.

    display_name

    Name displayed for Choice Group.


  • RTDCorrelation

    ColumnDescription

    model_instance_id

    Foreign key to RTDModelInstance.

    attribute_id

    Foreign key to RTDAttribute.

    count_output_input

    Count of those in the population where the value of this output attribute was found given the input.

    correlation

    Value between -1 and 1. A positive correlation indicates the degree to which the input attribute's value is associated with the value of the output. A negative correlation indicates a negative association.

    count_input

    Count of those in the population where this value of this input attribute was found.

    value

    Value for the input attribute.



    Note:

    The sum of over the RTDCorrelation column count_input for a particular model instance may be less than the related RTDModelInstance column count_total.

    Also, the sum over the RTDCorrelation column count_output_input for a particular model instance may be less than the related RTDModelInstance column count_positive.

    These results may occur in the following situations:

    • Where rows were not stored in RTDCorrelation due to exceedingly low correlations, for example, too close to 0.

    • Where the RTDCorrelation column value would have been null, meaning a value for the attribute was absent from the session. In these cases, no correlation is calculated.


  • RTDCumulativeGains

    ColumnDescription

    model_instance_id

    Foreign key to RTDModelInstance.

    x

    Cumulative gains curve data point.

    y

    Cumulative gains curve data point.


  • RTDEvent

    ColumnDescription

    id

    Primary key.

    name

    Event name.


  • RTDModel

    ColumnDescription

    id

    Primary key.

    name

    Model name.

    study_id

    Foreign key to RTDStudy.


  • RTDModelInstance

    ColumnDescription

    id

    Primary key.

    state

    Model state.

    Values can be:

    c: Completed. The model is completed, such as for previous time windows, and is no longer subject to change. It will not be rewritten unless you perform a total model snapshot, or delete the model snapshots and then perform an incremental model snapshot.

    d: Combined. The model is for the current and previous time window.

    s: Split. The model is for the current time window.

    w: Written. The model is currently being written. Results may be inconsistent.

    model_id

    Foreign key to RTDModel.

    choice_id

    Foreign key to RTDChoice.

    event_id

    Foreign key to RTDEvent.

    count_total

    Total number of base events.

    count_positive

    Size of the subset of the population where this non-base event was recorded.

    time_window_start

    Start of time window.

    time_window_end

    End of time window.

    quality

    Quality of the model, value vary from 0 to 1. Higher values are better, 0 means nothing was learned.

    mae

    Mean absolute error.

    me

    Mean error.

    mse

    Mean square error.

    rmse

    Root mean square error.

    rel_mae

    Relative mean absolute error.

    rel_me

    Relative mean error.

    rel_mse

    Relative mean square error.

    rel_rmse

    Relative root mean square error.


  • RTDPartition

    ColumnDescription

    model_instance_id

    Foreign key to RTDModelInstance.

    attribute_id

    Foreign key to RTDAttribute.

    value

    Attribute value for the partition.


  • RTDPredictiveness

    ColumnDescription

    model_instance_id

    Foreign key to RTDModelInstance.

    attribute_id

    Foreign key to RTDAttribute.

    predictiveness

    Explanatory score of an input attribute for a particular model instance. Values vary from 0 to 1, higher values are better.


  • RTDSnapshotSchemaVersion

    ColumnDescription

    major

    Major version.

    minor

    Minor version.


  • RTDStudy

    ColumnDescription

    id

    Primary key.

    name

    Study name.


10.3 Configuring the Model Snapshot Tables


Note:

The model snapshot tables are set up in the SDDB database during Simple and Enterprise installs of Oracle Real-Time Decisions. You may choose to store the model snapshot data in the SDDB database tables, but this is not recommended for a production system.


The main objectives of this stage are to create the model snapshot tables in a non-SDDS database, and to register them with the application server and the JMX MBeans.


Important:

The text values in the model snapshot tables must be case sensitive. If the default setting for your database is case insensitive, make sure that you override the setting when creating the model snapshot tables.


To configure the model snapshot tables:

  1. Select the database where your model snapshot tables will be stored.

  2. From the RTD_HOME\scripts directory, run the command that creates the model snapshot tables:

    sdexec com.sigmadynamics.tools.SDDBTool.SDDBTool -f -i -I InitSnapshotDb.ctl db_type db_host db_port db_name db_runtime_user db_admin_user db_admin_password
    

    Note:

    By replacing the -i parameter with -u, the operation changes from initialization of a new schema to an upgrade of an existi*Rխng schema.


    The following table describes the parameters for the sdexec script.

    ParameterDescription

    db_type

    The database type.

    Select one of the following: oracle, sqlserver, db2.

    db_host

    The name of the computer hosting the database server.

    db_port

    The database port number.

    db_name

    The name of the database or, for Oracle Database, the SID.

    db_runtime_userFoot 1 

    The user name of the run time user for the system.

    db_admin_user

    The name of a user that has rights on the database to create tables and stored procedures.

    db_admin_password

    The password of the administrative user.


    Footnote 1 For Oracle Database, the db_runtime_user and db_admin_user are the same user.

  3. Create a new Data Source in your application server, that references the database where your model snapshot tables are stored.

    For details of how to create a Data Source in an application server, see Chapter 5, "Configuring Data Access for Oracle Real-Time Decisions."

    As part of the operation of creating a new Data Source, you provide a new JNDI name, that is used in the steps following.

  4. Go to the directory where you expanded the RTD.ear file during installation (RTD_HOME/package/expanded).

  5. Open the ls.war archive, extract web.xml, then open web.xml for editing. Scroll to the bottom of the file. Copy the section for the definition of the resource reference of SDDS_LS and paste it after the existing section. In the copied section, replace the string SDDS with the JNDI name (jndi_name) that you provided in step 3.

    For example:

    <resource-ref id="jndi_name_LS">
      <res-ref-name>jndi_name</res-ref-name>
      <res-type>javax.sql.DataSource</res-type>
      <res-auth>Container</res-auth>
      <res-sharing-scope>Unshareable</res-sharing-scope>
    </resource-ref>
    

    Save the changes and close the file, then re-archive the file back in ls.war.

  6. In Enterprise Manager, register the name of the new Data Source in the OracleRTD MBeans:

    • Navigate to MBeans > OracleRTD > SDClusterPropertyManager > Misc.

    • For the ModelSnapshotDSName attribute, specify the name of the Data Source that you created for the model snapshots.

10.4 Populating and Clearing the Model Snapshot Tables

You can take snapshots of the model learning data at any time, even if not enough data has been accumulated for prediction purposes.

Each model is defined to have a time window, such as week, month, and quarter. This determines how much data to gather in the learning process, and also influences how much data to write to the model snapshot tables.

You can select the amount of data to write from the following options:

  • All the model learning data for a Study

  • All the model learning data for a Study for the current time window

You can also delete all model learning data for a Study from the model snapshot tables.

To populate or clear the model snapshot tables:

  1. In Enterprise Manager, navigate to MBeans > OracleRTD > Learning Server > your study name.

  2. Click the Operations tab.

  3. Click the appropriate snapshot option:

    • CompleteSnapshot

      Deletes all previously snapped data for the Study, and rewrites all Study data, up to the current time.

    • IncrementalSnapshot

      Deletes Study data for any incomplete time window, and rewrites the current time window's data, up to the current time.

    • DeleteSnapshot

      Deletes all snapped data for the Study.

10.5 Creating Reports from the Model Snapshot Data

You can create reports from the model snapshot tables, typically by using standard SQL Select commands, or by sending the data to business intelligence products which produce reports similar to the following product sales driver report:

Surrounding text describes prod_sales.gif.

The rest of this section provides examples of scripts that extract information from several of the model snapshot tables. Each script example is followed by sample output. Notes are provided for some of the examples to help you to interpret the results.

The Inline Service used for these examples was a CrossSell application, and the data was generated by running the Oracle RTD Load Generator script to completion, simulating 400,000 user sessions.

10.5.1 Counts by Choice Query

The following query gets the counts for every Choice, for all time windows:

select g.display_name     as 'Choice Group', 
       c.display_name     as 'Choice',
       e.name             as 'Event',
      mi.timewindow_start as 'Start',
      mi.timewindow_end   as 'End',
      mi.state            as 'Model Status',
       m.name             as 'Model Name',
      mi.count_total,
      mi.count_positive,
      mi.quality
from RTDApp a 
     inner join RTDStudy s          on s.id=a.study_id
     inner join RTDModel m          on m.study_id=s.id
     inner join RTDModelInstance mi on mi.model_id=m.id
     inner join RTDEvent e          on mi.event_id=e.id
     inner join RTDChoice c         on c.id=mi.choice_id
     inner join RTDChoiceGroup g    on c.choicegroup_id=g.id
where a.name='CrossSell'
order by m.name, 
         g.display_name, 
         c.display_name,
       mi.timewindow_start

Figure 10-2 shows the results of the Counts by Choice query.

Figure 10-2 Counts by Choice Query Results

Surrounding text describes Figure 10-2 .

Notes on the Counts by Choice Query Results

  1. In row 13, Choice=Gold Card, Event=Interested, count_total=477, count_positive=19, and quality=0.0. This shows that, out of 477 users that were presented with the Gold Card offer, 19 were interested. The counts are small and the model quality with respect to the Gold Card Choice and the Interested Event is 0.

    In row 14, Choice=Gold Card, Event=Purchased, count_total=477, count_positive=1, and quality=0.0. This shows that one user purchased this offer. The model quality with respect to the Gold Card Choice and the Purchased Event is 0.

    Both row 13 and row 14 apply to the period of time from April 1, 2003 to July 1, 2003.

  2. In the columns Choice Group and Choice, the value BASE EVENT means "in general" or "overall."

    For example, in row 1, Choice=BASE EVENT, Event=Interested, count_total=24917, count_positive=1663, and quality is approximately 0.6882. This means that, in the period between the Start and End dates, a grand total of 24917 users were presented offers, and 1663 of these were interested. The overall model quality for this period of time was about 0.69.

    In row 2, Choice=BASE EVENT, Event=Purchased, count_total=24917, count_positive=220, and quality is approximately 0.5666. This means that, for the same period of time as for row 1, there were 220 Purchased events across all Choices, and the model quality was about 0.57.

10.5.2 Top Six Predictive Attributes Query

The following query selects the top six predictive attributes, for each time window, for the Credit Protection Choice resulting in the Purchased Event.

select a.name                'Attribute Name',
       p.predictiveness      'Predictiveness',
       c.display_name        'Choice Name',
      mi.timewindow_start as 'Start',
      mi.timewindow_end   as 'End',
      mi.state            as 'Model Status'
from RTDApp app
     inner join RTDChoice c         on c.app_id=app.id
     inner join RTDStudy s          on s.id=app.study_id
     inner join RTDModel m          on m.study_id=s.id
     inner join RTDModelInstance mi on mi.model_id=m.id and mi.choice_id=c.id
     inner join RTDEvent e          on mi.event_id=e.id
     inner join RTDPredictiveness p on p.model_instance_id=mi.id
     inner join RTDAttribute a      on a.id=p.attribute_id
where app.name         = 'CrossSell'
  and   c.display_name = 'Credit Protection'
  and   e.name         = 'Purchased'
  and   m.name         = 'OfferAcceptance'
  and   7 > (select count(*) 
             from RTDPredictiveness p2 
             where p2.model_instance_id = p.model_instance_id 
               and p2.predictiveness > p.predictiveness)
order by mi.timewindow_end desc,
          p.predictiveness desc

Figure 10-3 shows the results of the Top Six Predictive Attributes query.

Figure 10-3 Top Six Predictive Attributes Query Results

Surrounding text describes Figure 10-3 .

10.5.3 Difference Between Expected and Actual Counts Query

The following query shows, for people of different marital statuses, the number who actually purchased credit protection and the number who were expected to do so. The report also shows the difference between the two values, and the importance of the correlation for the offer acceptance.

select cor.value               'customer MaritalStatus',
       cor.count_output_input  'Actual Count',
       mi.count_positive*cor.count_input/mi.count_total 'Expected Count',
  100* (  (mi.count_total*cor.count_output_input)
        / (mi.count_positive*cor.count_input) - 1) 'Percent Difference', 
       cor.correlation         'Importance',
         c.display_name        'Choice Name',
        mi.timewindow_start as 'Start',
        mi.timewindow_end   as 'End',
        mi.state            as 'Model Status'
from RTDApp app
     inner join RTDChoice c         on c.app_id=app.id
     inner join RTDStudy s          on s.id=app.study_id 
     inner join RTDModel m          on m.study_id=s.id
     inner join RTDModelInstance mi on mi.model_id=m.id and mi.choice_id=c.id
     inner join RTDEvent e          on mi.event_id=e.id
     inner join RTDCorrelation cor  on cor.model_instance_id=mi.id
     inner join RTDAttribute a      on a.id = cor.attribute_id
where app.name         = 'CrossSell'
    and c.display_name = 'Credit Protection'
    and e.name         = 'Purchased'
    and m.name         = 'OfferAcceptance'
    and a.name         = 'customer MaritalStatus'
order by mi.timewindow_end desc,
        cor.correlation desc

Notes on the Difference Between Expected and Actual Counts Query

  1. The Actual Count, cor.count_output_input, is the actual number of people who purchased credit protection, for each marital status.

  2. The Expected Count is a simple linear projection of the total count of each marital status, cor.count_input, to those that purchased credit protection, as expressed by mi.count_positive/mi.count_total.

  3. The Percent Difference is 100 * (Actual Count - Expected Count) / Expected Count.

Figure 10-4 shows the results of the Difference Between Expected and Actual Counts query.

Figure 10-4 Difference Between Expected and Actual Counts Query Results

Surrounding text describes Figure 10-4 .

Notes on the Difference Between Expected and Actual Counts Query Results

  1. There are two rows for each marital status, each corresponding to one of the two time periods, April 1, 2003 - July 1, 2003 and July 1, 2003 - October 1, 2003.

10.6 Handling Partitions

The RTDPartition table holds values for partitioning attributes. If a Model is not partitioned, the Model has one Model Instance per time window, and there are no associated rows in the RTDPartition table.

A Model that is split along one or more of its dimensions is a partitioned Model.

As an example, a Model M can be partitioned by two attributes, Marital Status and Favorite Beverage. If there are 3 values for Marital Status (Married, Single, Divorced) and 2 for Favorite Beverage (coffee, tea), then this model has 6 model instances.

In this case, each Model Instance has two associated RTDPartition rows. For example, the Model Instance for the combination (Marital Status=Married and Favorite Beverage=Coffee) would be associated with two RTDPartition rows, containing the following information:

  • RTDPartition row 1: Attribute=Marital Status, Value=Married

  • RTDPartition row 2: Attribute=Favorite Beverage, Value=Coffee

Whether or not a Model is partitioned can influence the results of queries on the model snapshot tables. To avoid repetitions in your results, include RTDPartition and RTDAttribute join conditions in your query.

The following example modifies and extends the Difference Between Expected and Actual Counts query to cover the case of a Model partitioned on two attributes, Diabetic, which has "yes" and "no" values, and Marital Status.

select a.name,
       p.value,
      subquery.* 
from (select cor.value               'Favorite Sports',
             cor.count_output_input  'Actual Count',
             mi.count_positive*cor.count_input/mi.count_total 'Expected Count',
  100* (  (mi.count_total*cor.count_output_input)
        / (mi.count_positive*cor.count_input) - 1) 'Percent Difference', 
       cor.correlation         'Importance',
         c.display_name        'Choice Name',
        mi.timewindow_start as 'Start',
        mi.timewindow_end   as 'End',
        mi.state            as 'Model Status'
        mi.id                   model_instance_id
  from RTDApp app
       inner join RTDChoice c         on c.app_id=app.id
       inner join RTDStudy s          on s.id=app.study_id 
       inner join RTDModel m          on m.study_id=s.id
       inner join RTDModelInstance mi on mi.model_id=m.id and mi.choice_id=c.id
       inner join RTDEvent e          on mi.event_id=e.id
       inner join RTDCorrelation cor  on cor.model_instance_id=mi.id
       inner join RTDAttribute a      on a.id = cor.attribute_id
  where app.name       = 'HighlyPartitionedDataset'
    and c.display_name = 'Fanta'
    and e.name = 'loved'
    and m.name = 'SatisfactionModel'
    and a.name = 'Favorite Sports') as subquery 
inner join RTDPartition p on subquery.model_instance_id = p.model_instance_id
inner join RTDAttribute a on p.attribute_id = a.id
order by subquery.[End] desc,
         subquery.model_instance_id,
         a.name,
         p.value
         subquery.[Importance] desc

Figure 10-5 shows the results of the Partitioned Expected and Actual Counts query.

Figure 10-5 Partitioned Expected and Actual Counts Query Results

Surrounding text describes Figure 10-5 .

10.7 Tuning the Model Snapshot Process

You can tune the model snapshot process through the following parameters, available as JMX MBean attributes:

  • ModelSnapshotMinAbsCorrelation controls whether to snapshot all correlation rows or to set a minimum correlation value for snapshots.

  • ModelSnapshotNumberOfBins controls the number of bins for model snapshots.

For more information, see Section 13.3.2, "About OracleRTD > SDClusterPropertyManager > Misc."

PKua4*PKx\EOEBPS/backup_recovery.htmP Backup and Recovery of Oracle Real-Time Decisions

12 Backup and Recovery of Oracle Real-Time Decisions

Backup and recovery refers to the various strategies and procedures involved in guarding against hardware failures and data loss, and reconstructing data should loss occur.

Backup and recovery for Oracle Real-Time Decisions are fully described in the Fusion Middleware Administrator's Guide. For more information, see Oracle Fusion Middleware Administrator's Guide.

PKj\PKx\E OEBPS/jmx.htm Managing Oracle Real-Time Decisions

13 Managing Oracle Real-Time Decisions

Oracle RTD uses the J2EE industry standard Java Management Extensions (JMX) to configure and monitor the operation of Oracle RTD.

Oracle RTD systems deployed into WebLogic are managed using the Fusion Middleware Control MBean Browsers in Enterprise Manager.


Note:

Some of the management properties can also be set as system properties. For details, see Section 13.9, "System Properties."


JMX MBeans manage various aspects of Oracle RTD, including logging and Inline Service configuration. They can also be used to assign Oracle RTD specific permissions to security roles and users. Security roles and users are both managed by the J2EE container.

Oracle RTD is comprised of three Services:

  • Decision Center Service: Supports the deployment of Inline Services by Decision Studio. It also provides a web interface, Decision Center, for displaying the structure and decisioning history of Inline Services.

  • Decision Service: Runs Inline Services and integrates to enterprise operational processes.

  • Learning Service: Maintains analytic, self-learning models that underlie Inline Services.

Deployments of Oracle RTD are often done across multiple servers as well as in clusters to enhance performance in high transaction environments. A relational database is used by each of these Services for retention of code, transactional data and configurations.


Note:

This chapter deals mainly with the management of Oracle RTD through JMX MBeans in Enterprise Manager. Administrators can also perform certain Inline Service related administrative tasks using web service calls in their own application utilities. For more information, see the section "Administration Web Service" in Oracle Fusion Middleware Platform Developer's Guide for Oracle Real-Time Decisions.


This chapter contains the following topics:

13.1 Accessing the Oracle Real-Time Decisions MBeans

Oracle RTD under WebLogic is a component of Oracle Fusion Middleware. You access the Oracle RTD JMX MBeans through the System MBean Browser that exists within Oracle Enterprise Manager Fusion Middleware Control.

To access the System MBean Browser for Oracle RTD, you must perform the following steps:

  1. Log into Fusion Middleware Control, as described in Section 2.1.1, "Logging into Fusion Middleware Control."

  2. In the left-hand Target Navigation Pane, after selecting Application Deployments, then Internal Applications, right-click Oracle RTD in the server in which Oracle RTD is deployed.

    Surrounding text describes em01.gif.
  3. Select System MBean Browser.

  4. To access the Oracle RTD MBeans, scroll down the System MBean Browser left-hand pane, and select Application Defined MBeans, then Oracle RTD, then the server where Oracle RTD is deployed.

The grouping categories for the Oracle RTD MBeans appear, as in the following example:

Surrounding text describes smb01.gif.

For more information about MBeans and MBean Browsers, see Oracle Fusion Middleware Administrator's Guide.

13.2 About JMX MBean Operations and Attributes

Oracle RTD MBeans can be accessed through tthe OracleRTD folder in the System MBean Browser. These MBeans can be used to manage various aspects of Oracle RTD. Each MBean consists of attributes and operations that can be used for informational and administration purposes. The attributes and operations described in this chapter are specific to Oracle RTD.

13.3 MBeans for Oracle Real-Time Decisions Cluster-Level Management

Management at the cluster level is for items that impact the entire cluster of servers. Note that if you have only one server, there is still cluster-level management.

This section contains the following topics:

13.3.1 About OracleRTD > SDManagement > SDClusterPropertyManager

The SDManagement > SDClusterPropertyManager MBean has the following attributes:

AttributeDescription

Cluster

Cluster configuration.

Deployment

Configuration for deployment.

Misc

Miscellaneous properties.


The SDManagement > SDClusterPropertyManager MBean has the following operation:

java.lang.Void restoreDefault()

Restores the default installation settings to Oracle RTD. If this command is run on a cluster, then values are restored to cluster defaults.

13.3.2 About OracleRTD > SDClusterPropertyManager > Misc

The SDClusterPropertyManager > Misc MBean has the following attributes:

AttributeDescription

ArchivedModelCacheTimeToLive

Maximum time in seconds an archived model is preserved in memory. The cache of archived models is used by Discovery Explorer.

ArchivedModelCatalogRefreshInterval

Refresh interval in seconds for a catalog of archived models. The catalog is used by Discovery Explorer.

AutoFlushTimeout

Interval in seconds controlling auto flush of database write buffers. Fractional values are supported.

DBOperationLogThresholdMilliSec

All database operations that take longer than the specified threshold are logged.

DCOperationLogThresholdMilliSec

All decision center requests that take longer than the specified threshold are logged.

DSManagesSessionAffinity

Decision Service manages session affinity. When set to true, the decision service maintains a map of active session keys and, if necessary, will forward Integration Point requests to the cluster host owning the key's session. Should be disabled in single-host installations and in installations where session affinity is perfectly managed by the application server or external load balancer.

DSSessionIdleTimeoutMillisec

Decision Service session idle timeout in milliseconds.

DSStrictSessionAffinityConcurrency

How many concurrent DB requests can be outstanding, per Oracle RTD instance, to manage the strict Decision Service session directory. Keep this low for SQL Server to avoid DB-centric deadlocks. 0 means unlimited.

DatabaseComponentCloseTimeoutSeconds

How long to wait for the database provider to close an individual component (for example, each BatchUpdater) before abandoning the effort.

DatabaseShutdownTimeoutSeconds

How long to wait for the database provider to shutdown all its components before abandoning the effort.

DecisionServiceAddress

Must be set for Decision Center to be able to test integration point requests from its Interactive Integration Map when Decision Center is not co-located with Decision Service.

DisableBatchDBOperations

Boolean switch that controls batch database operations.

IntegrationPointGuaranteed
RequestTimeout

Guaranteed response time, in milliseconds, for Integration Point requests. (Service Level Guarantee). Zero means don't timeout Integration Point requests - suitable for debugging only.

ModelDSName

The JNDI name of the datasource used by the Learning Service.

ModelSnapshotDSName

The JNDI name of the datasource for the model snapshots.

ModelSnapshotMinAbsCorrelation

Controls whether to snapshot all correlation rows or to set a minimum correlation value for snapshots. The default value of 0.000001 prevents snapshots of very small value correlation rows. Set the value to 0 to snapshot all correlation rows.

ModelSnapshotNumberOfBins

Controls the number of bins for model snapshots. Numeric attribute values are automatically binned, or assigned to numeric ranges. The default number of bins is 5. To achieve greater resolution of your numeric data, increase the number of bins.

Note that for the same numeric attribute, Oracle RTD creates different bins in different time windows. Therefore, it is unlikely that you will be able to join numeric attribute values across time windows.

SystemDSName

The JNDI name of the datasource.

WorkerThreadPoolSize

The number of threads used for general purpose maintenance activities, not for normal Integration Point request processing. Maintenance activities include model maintenance, session timing, and timed-out request processing.


13.3.3 About OracleRTD > SDClusterPropertyManager > Cluster

The SDClusterPropertyManager > Cluster MBean has the following attributes:

AttributeDescription

BatchManagerInitialWait

The number of milliseconds to wait when the server first starts up before trying to start the Batch Manager Service.

BatchManagerRestartWait

The number of milliseconds to wait after a computer fails or leaves the cluster before trying to restart the Batch Manager Service.

ChoiceHistoryCleanupChunkSize

The chunk size to use when deleting old choice history records.

ChoiceHistoryCleanupThrottle

A number between 0.1 and 1, inclusive. Higher throttle corresponds to higher speed.

GenerateDSCookies

Generate Decision Server HTTP Cookies. Set to true to have Decision Server associate Integration Point requests with HTTP sessions, thus causing the Web container to generate container-specific session-affinity cookies.

GenerateDSSessionIdCookie

Generate Decision Service Session-ID Cookies. Set to true to have Decision Service supply a cookie named ORTD_DS_SessionID identifying the DS session serving the current integration point request.

LearningDataStorageCleanupChunkSize

The chunk size to use when deleting old learning data storage records.

LearningDataStorageCleanupThrottle

A number between 0.1 and 1, inclusive. Higher throttle corresponds to higher speed.

LearningServiceInitialWait

The number of milliseconds to wait when the server first starts up before trying to start the Learning Service.

LearningServiceRestartWait

The number of milliseconds to wait after a computer fails or leaves the cluster before trying to restart the Learning Service.

OperationalDataCleanupPeriod

The number of hours (fractions are allowed) between cleanup of the operational data (choice history, statistics, learning data storage) in the database.

RequireIntegrationPointAuthorization

True if Integration Points can only be called by security principals granted the \\"decision_service\:normal\\" action on the containing Inline Service.

RestrictDSClients

True if the hosts that can send Decision Service requests is restricted to a fixed list of trusted IP addressees.

StatisticsCleanupChunkSize

The chunk size to use when deleting old statistic records.

StatisticsCleanupThrottle

A number between 0.1 and 1, inclusive. Higher throttle corresponds to higher speed.

TrustedDSClients

List of host IP addresses from which Decision Service requests will be accepted. Port is optional, separated from IP by ':'. Entries are separated by ';'.


Adding Trusted Decision Service Clients

If any host can send Decision Service requests, set RestrictDSClients to False (default value is True).

If you want to restrict the hosts allowed to send Decision Service requests hosts:

  • Set RestrictDSClients to True

  • For TrustedDSClients, enter a list of the host IP addresses of the client hosts allowed to send Decision Service requests

This change should be propagated to all existing instances, and should be effectively immediately.

13.3.4 About OracleRTD > SDClusterPropertyManager > Deployment

The SDClusterPropertyManager > Deployment MBean has the following attribute:

AttributeDescription

AppPollingInterval

How frequently, in seconds, the AppFactory polls the SDApps table to see if there are new apps.


13.3.5 About OracleRTD > SDCluster > SDManagement

Attributes and operations at the SDCluster level are meant to manage cluster-level features.

The SDCluster > SDManagement MBean has the following attributes:

AttributeDescription

BatchManager

Administers the Batch Manager Service attributes.

DeploymentStates

Allows the setup and ordering of deployment states.

InlineServiceManager:

Manages deployed Inline Services.

LearningService

Administers the Learning Service attributes.

Members

Members of the cluster. Each Member is listed through this attribute. Member is used to manage local server properties.

Properties

Cluster properties configuration.

Security

Security Manager.


13.4 MBeans for Oracle Real-Time Decisions Member-Level Management

This section provides information about management at the member level.

This section contains the following topics:

13.4.1 About OracleRTD > SDManagement > SDPropertyManager

The SDManagement > SDPropertyManager MBean has the following attributes:

AttributeDescription

PerformanceMonitoring

Performance counter properties.

Misc

Miscellaneous properties.


13.4.2 About OracleRTD > SDPropertyManager > Performance Monitoring

The SDPropertyManager > Performance Monitoring MBean has the following attributes:

AttributeDescription

DSPerfCounterAppend

If true, performance data is appended to an existing file, if any. Otherwise, any existing file is overwritten when the server restarts.

DSPerfCounterEnabled

Enables the writing of DS performance counters. This should not be enabled indefinitely, because the file grows without limit.

DSPerfCounterLogFile

The tab-separated CSV file into which DS performance counts are periodically appended. If MS Excel is available, ds_perf.xls, supplied in the installation's etc directory, provides a convenient view.

DSPerfCounterLogInterval

The update interval in milliseconds for DS performance counts.


For more information about using performance monitoring, see Chapter 11, "Performance Monitoring".

13.4.3 About OracleRTD > SDPropertyManager > Misc

The SDPropertyManager > Misc MBean has the following attributes:

AttributeDescription

BatchAgentEnabled

Whether or not Batch Agent should run in this instance.

BatchManagerEnabled

Whether or not Batch Manager should run in this instance.

DecisionCenterEnabled

Whether or not Decision Center should run in this instance.

DecisionServiceEnabled

Whether or not Decision Service should run in this instance.

LearningServiceEnabled

Whether or not Learning Service should run in this instance.

WorkerThreadPoolSize

The number of threads used for general purpose maintenance activities, not for normal Integration Point request processing. Maintenance activities include model maintenance, session timing, and timed-out request processing.


13.4.4 About OracleRTD > Server > DecisionService

The Server > DecisionService MBean has the following read-only attributes:

AttributeDescription

CurrentReceivedRequestsForwarded

Number of requests that were forwarded from other servers to this server, and which have not yet been completely processed by this server.

CurrentRequestsForwarded

Number of requests that have been forwarded from this server to other servers, and for which no acknowledgment has yet been received to indicate that the request has been processed by the forwarded-to server.

CurrentRequestsRunning

Number of Integration Point requests that are currently being processed by Inline Services.

CurrentSessions

Number of Decision Service sessions still open.

PeakReceivedRequestsForwarded

Largest number of received requests forwarded.

PeakRequestsForwarded

Largest number of requests forwarded.

RequestsForwarded

Total number of requests forwarded to another server in the cluster.

TimedOutRequests

Total number of requests that have timed out.

TotalReceivedRequestsForwarded

Total number of received requests forwarded.

TotalRequests

Total number of requests seen since the server started.

TotalRequestsForwarded

Total number of requests forwarded.

TotalSessions

Total number of Decision Service sessions created.


13.4.5 About OracleRTD > Server > SDManagement

The Server > SDManagement MBean has the following attributes:

AttributeDescription

Properties

Properties configuration.


13.4.6 About OracleRTD > Server > BatchAgent

The Server > BatchAgent MBean has the following attributes:

AttributeDescription

ActiveBatches

List of all batch jobs currently running on this batch agent, paused, or waiting to run. The list could be empty.

BatchNames

List of batches registered with this batch agent.


13.4.7 About OracleRTD > Server > BatchManager

The Server > BatchManager MBean has the following attributes:

AttributeDescription

ActiveBatches

List of brief status information for all batch jobs currently running, paused, or waiting to run. The list could be empty.

BatchNames

List of batches registered with the batch framework.


13.4.8 About OracleRTD > Server > BatchManager > Proxy > BatchManagerProxy

The Server > BatchManager > Proxy > BatchManagerProxy MBean has the following attribute:

AttributeDescription

BatchManagerLocation

The location where Batch Manager is running.


13.5 MBeans for Managing Inline Services

Use Inline Service Manager to manage the Inline Services deployed on the cluster.

This section contains the following topics:

13.5.1 About OracleRTD > SDManagement > InlineServiceManager

Each deployed Inline Service is displayed under the InlineServiceManager MBean.

The SDManagement > InlineServiceManager MBean has the following attribute:

AttributeDescription

InlineServices

List of deployed inline services.


The SDManagement > InlineServiceManager MBean has the following operation:

refreshMBeans()

Removes MBeans for applications no longer in the database, and creates MBeans for new ones.

removeAllServices()

Removes all Inline Services (loaded, loadable, failed).

13.5.2 About OracleRTD > InlineServiceManager > [Inline Service.Deployment State]

InlineServiceManager MBeans can be viewed by choosing the name of an Inline Service and a Deployment State, for example: DC_Demo.Development.

The InlineServiceManager MBeans for a specific Inline Service have the following attributes:

AttributeDescription

DeploymentState

Development, QA, or Production.

LockStatus

The lock status for the Inline Service.

ServiceId

The service ID for the Inline Service.

Status

Failed, Inactive, or Loadable.


The InlineServiceManager MBeans for a specific Inline Service have the following operations:

unlockService()

Unlocks this service.

removeService()

Stops an Inline Service in this server and removes the service from the database.

flushStatistics()

Flushes all of the statistics for this service to the database.

makeLoadable()

Does a test load on this server and, if successful, marks the service loadable.

deleteStatistics()

Flushes and deletes all of the statistics for this service from the database.

deleteChoiceHistory()

Deletes all of the choice history for this service from the database.

deleteAllOperationalData()

Deletes all of the operational data for this service from the database. This includes choice history, statistics, and the study.


Note:

The prediction model data remains in memory for a short time after a user runs the deleteAllOperationalData() operation.


deleteStudy()

Removes the study for this service.

13.5.3 Invoking Maintenance Operations

Maintenance Operations appear in a node under an Inline Service when both of the following conditions hold:

  • The Inline Service includes one or more Maintenance Operations

  • The Inline Service has the Status flag set to Loadable

Each Maintenance Operation appears in both of the BroadcastAsyncOperations and DirectBlockingOperations nodes, under Maintenance Operations.

Operations listed in the DirectBlockingOperations node are invoked on the local server only, and they return only after the operation has completed. The returned value will be displayed in a popup dialog. If the operation has return type "void," then "null" will appear. If the operation fails for any reason, a short error message will be displayed in a popup dialog, and a more detailed report can be found in the log of that server.

Operations listed in the BroadcastAsyncOperations node are invoked across every node of a cluster. The operation returns immediately with the number of cluster members who received the broadcast. If the cluster has just one node, the operation returns 1, and the invocation is still asynchronous.

The following run-time considerations apply for Maintenance Operations:

  • Oracle RTD does not guarantee that all cluster members are notified of Maintenance Operation invocations, although usually they will be.

    For example, if one member of a cluster is down when a Maintenance Operation is invoked, there is no notification to indicate that the cluster member should run the Maintenance Operation when it comes back up.

  • Ordering of Maintenance Operations is not guaranteed. For example, if two Maintenance Operations A and B are invoked in sequence, an Inline Service may run B before it runs A, or it may even run them simultaneously.

13.6 MBeans for Deployment States

By viewing the OracleRTD > DeploymentStates MBeans, you can see a list of deployment states that are available on the cluster.

This section contains the following topics:

13.6.1 About OracleRTD > SDManagement > DeploymentStates

The SDManagement > DeploymentStates MBean has the following attribute:

AttributeDescription

StateObjectNames

A listing of all deployment states available on the server.


13.6.2 About OracleRTD > Deployment States > [State]

MBeans for a particular Deployment State can be viewed by choosing OracleRTD > Deployment States, then choosing a Deployment State (for example, Development, QA, or Production).

Each Deployment States > [State] MBean has the following attributes:

AttributeDescription

AllowHotSwapping

Allow hot swapping of Inline Services with this deployment state in Decision Service.

Id

ID of the deployment state.

Name

Name of the deployment state.



Note:

If hot swapping is enabled for a deployment state, and an Inline Service is redeployed in the state, the existing Inline Service will remain active until all existing sessions close or timeout. New sessions will be created on the newly deployed Inline Service.


13.7 MBeans for Managing Learning Services

Managing Learning Services on the cluster allows you to check the status of the learning models and perform maintenance on them.

This section contains the following topics:

13.7.1 About OracleRTD > Server > LearningService

The Server > LearningService MBean has the following attribute:

AttributeDescription

Studies

A list of all Studies running on the Learning Server. The models of a Study are viewed by clicking on a Study.


13.7.2 About OracleRTD > Server > LearningService > Proxy > LearningServiceProxy

The Server > LearningService > Proxy > LearningServiceProxy MBean has the following attribute:

AttributeDescription

LearningServiceLocation

The location where Learning Service is running.


13.7.3 About OracleRTD > Learning Server > [Study]

The Learning Server > [Study] MBeans have the following attributes:

AttributeDescription

Models

Models belonging to this study.

Name

The name of the study.


The Learning Server > [Study] MBeans have the following operation:

CompleteSnapshot()

Saves a snapshot of this study to the database (complete).

Delete()

Deletes study data.

DeleteSnapshot()

Removes this study's snapshot from the database.

IncrementalSnapshot()

Saves a snapshot of this study to the database (delta).

13.7.4 About OracleRTD > Study > [Model.Study]

The Study > [Model.Study] MBeans have the following attributes:

AttributeDescription

Attributes

Names of the model attributes. The names listed here match the attribute names in the session for your Inline Service.

Name

The name of the model.

TimeWindows

List of the ranges of time that have been learned about by this particular model.


The Study > [Study Name] > [Model] MBeans have the following operations:

Delete()

Deletes model data.

DeleteAttributeValue()

Erases model data collected for a value of an attribute. This operation accepts the following parameters:

AttributeName: The name of an attribute.

Value: The value to be deleted.

DeleteAttributeValueRange()

Erases model data collected for a range of values of an attribute. This operation accepts the following parameters:

AttributeName: The name of an attribute.

HighestValue: The highest value to be deleted.

LowestValue: The lowest value to be deleted.

StartNewTimeWindow()

Closes the current time window and starts a new one. Do not use this operation in a production environment, because it may impair future model learning.

13.8 Post-Deployment Management of Inline Services

The deployment of an Inline Service writes two types of data to the SDDB database, metadata and content.

Inline Service metadata describes the underlying elements and structure of the Inline Service, in effect, the framework of the Inline Service.

Inline Service content is data that changes at runtime, and consists of the following general types of data:

  • (A) Study (a collection of one or more models)


    Note:

    Each Inline Service's learnings are associated with a study name. If you want to redeploy an Inline Service and restart its learnings, deploy it with a new study name. Different study names can be used for Development, QA, and Production.


  • (B) Statistics

  • (C) Choice history

  • (D) Learning data

The following table shows the JMX MBeans and operations to use when you want to remove an Inline Service or to delete some or all of the content data of an Inline Service.

The Operation column shows the operation to select for the corresponding MBean-related Topic, which is described separately in this chapter. The Actions which relate to content data include one or more letter references to the content types in the preceding bulleted list.

ActionOperationTopic

Removing an Inline Service

This deletes all the metadata of an Inline Service, but none of the content.

removeService()

About OracleRTD > InlineServiceManager > [Inline Service.Deployment State]


Deleting Inline Service statistics (B)

deleteStatistics()

About OracleRTD > InlineServiceManager > [Inline Service.Deployment State]


Deleting Inline Service choice history (C)

deleteChoiceHistory()

About OracleRTD > InlineServiceManager > [Inline Service.Deployment State]


Deleting all Inline Service operational data (A)+(B)+(C)+(D)

This deletes all the content data of an Inline Service, but no metadata.

deleteAllOperationalData()

About OracleRTD > InlineServiceManager > [Inline Service.Deployment State]


Deleting Inline Service study (A)

deleteStudy()

About OracleRTD > InlineServiceManager > [Inline Service.Deployment State]


(Alternate)
Deleting Inline Service study (A)

Delete()

About OracleRTD > Learning Server > [Study]


Deleting models from an Inline Service study

This deletes a single model from a study (A).

Delete()

About OracleRTD > Study > [Model.Study]




Caution:

It is strongly advised that, prior to performing any remove or delete action, you backup the SDDB database.


13.9 System Properties

You can view and set the following system properties:

System PropertyDescription

ModelDSName

The JNDI name of the datasource used by the Learning Service. Default=SDDS.

ModelSnapshotDSName

The JNDI name of the datasource used by the Learning Service to perform snapshots of its learning models. Default=SDDS.

RestrictClusterMembers

True if the hosts that can be in the cluster is restricted to a fixed list of trusted IP addresses.

RestrictDSClients

True if the hosts that can send Decision Service requests is restricted to a fixed list of trusted IP addresses.

SDGroupName

This is the name of the Oracle RTD cluster, as recognized by Oracle RTD's cluster management.

SystemDSName

This is the name of the Oracle RTD system datasource. Default=SDDS.

TrustedClusterMembers

List of host IP addresses that can join the cluster. Port is optional, separated from IP by ':'. Entries are separated by ';'.

TrustedDSClients

List of host IP addresses from which Decision Service requests will be accepted. Port is optional, separated from IP by ':'. Entries are separated by ';'.


PK3K]18"8PKx\EOEBPS/app_upgrade.htm Upgrading and Patching Oracle Real-Time Decisions

B Upgrading and Patching Oracle Real-Time Decisions

For information about upgrading your existing Oracle Real-Time Decisions 3.0.0.1 environment to Oracle Real-Time Decisions 11g, see "Upgrading Oracle Real-Time Decisions" in Oracle Fusion Middleware Upgrade Guide for Oracle Business Intelligence Enterprise Edition.

Patching is the process of copying a small collection of files over an existing instance (also referred to as an "in-place installation"). A patch is normally associated with a particular version of an Oracle product and involves updating from one minor version of the product to a newer minor version of the same product. A patch set is a single patch that contains a collection of patches designed to be applied together.

If you plan to install any Oracle Real-Time Decisions patch set, see Oracle Fusion Middleware Patching Guide.

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