Before you begin a project
control group, you must plan your project control group resources.
Here are questions to consider and conditions to meet for a modeling
projects within a project control group:
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After you know which users are
assigned to the projects within a project control group, a SAS Model
Manager administrator must ensure that the user is assigned to the
appropriate SAS Model Manager user group and role. For more information,
see SAS Model Manager User Groups, Roles, and Tasks and the
SAS Model Manager: Administrator's Guide.
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How do you want to structure the
projects within the project control group in the Project Tree? A project
control group is a subfolder of an organizational folder. The Project
Tree enables multiple levels of organizational folders so that you
can customize how you structure the Project Tree. For example, your
Project Tree could be similar to your business departmental hierarchy
or it could list individual project names.
For more information,
see Organizing the Project Tree.
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What models do you want to use
in each project of the control group? If the models were created using
SAS Enterprise Miner,
SAS/STAT, or the
SAS/ETS procedures COUNTREG
and SEVERITY, all model components are available to SAS Model Manager
when you import the model. Only models that are contained in an SPK
file can be imported using the
Create Projects from a
Control Table feature. At least one SPK file must be
prepared for each project and the SPK files should be placed in the
same location. If your model is a SAS code model or a PMML model that
is not contained in an SPK file, you must import it separately into
the desired project within the project control group, and you must
ensure that you have imported all of the model component files. For
more information,
see Import SAS Code Models and R Models Using Local Files and Import PMML Models.
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What model function do you want
to use in each project of the control group?
SAS Model Manager has
several model function types:
After the model function
is specified for the project control group, the
Model
Function property for a project cannot be changed. Ensure
that the types of models that you are going to use in each project
of the project control group fit within the selected model function
type.
For more
information, see Types of Model Functions.
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How
do you want to define your project input and output variables? When
you create a project control group, you can import the variables using
input and output prototype tables, copy the variables from an existing
champion model, or define individual variables. The project variables
are set for each project within the project control group. If you
use prototype tables to define the project input and output variables,
the tables must be registered in the SAS Metadata Repository using
SAS Management Console, or you must create a libref for files that
are stored on a local or network drive before you create the project
control group. For more information,
see About Defining Project Input and Output Variables.
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What method do you want to use
to track the progress of a version? The Workflow Console enables you
to track the progress of activities from the version level for each
individual project within a control group. A SAS Model Manager administrator
can create a workflow and associate it with a version. You can also
use the life cycle feature to track the life cycle of models at the
version level.
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If
you decide to use the workflow process to track the progress of activities
for a version, you do not need to use the life cycle feature to monitor
the progress of milestones and tasks. However, you must select a life
cycle when creating a project control group, but you do not need to
use the life cycle feature. You can associate a workflow at the version
level for each project with the control group.
For more information,
see Overview of Workflow Console.
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If you decide to use the life cycle
feature to monitor the progress of your version, you must plan your
milestones and the tasks for each milestone before you can create
a version for each individual project within a project control group.
When you have that information, you then create a life cycle template.
The life cycle template enables you to assign users at the version
level to complete projects and to monitor the progress of your project.
For more information,
see Creating Life Cycle Templates.
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When you publish project champion
models from a project control group to the SAS Metadata Repository,
you must specify a folder to which you can publish the project champion
models. You might need to create a folder in the SAS Metadata Repository,
if one does not already exist. For more information,
see Publish Models to the SAS Metadata Repository.
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After your project champion models
are in a production environment, you can monitor the performance of
the project champion models within a project control group in SAS
Model Manager using your organization's operational data. If
you use SAS Model Manager to monitor performance of projects within
a project control group, you must first prepare performance tables
using the operational data and then register the tables in the SAS
Metadata Repository using SAS Management console or create a libref
for files that are stored on a local or network drive.
For more
information, see Creating a Performance Table.
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When you run performance monitoring
reports, you can set up performance index alert and warning conditions
to notify users if conditions exceed the indexes. For more information,
see Performance Index Warnings and Alerts.