A data dictionary stores Simulink® model data and offers more data management features than the MATLAB® base workspace or the model workspace (see What Is a Data Dictionary?). To interact with the data in a dictionary programmatically:
Create a Simulink.data.Dictionary
object
that represents the target dictionary.
Create a Simulink.data.dictionary.Section
object that represents the
target section, for example the Design Data section. Use the object to
interact with the entries stored in the section and to add entries.
Optionally, create Simulink.data.dictionary.Entry
objects that each represent an
entry in the target section. Use these objects to interact with individual
entries in the target section.
To programmatically access variables for the purpose of sweeping block parameter
values, consider using Simulink.SimulationInput
objects instead of modifying the variables through the programmatic interface of the
data dictionary. See Optimize, Estimate, and Sweep Block Parameter Values.
To programmatically interact with the Embedded Coder section of a data dictionary, see Create Code Definitions Programmatically (Embedded Coder).
Represent the Design Data section of the data dictionary
myDictionary_ex_API.sldd
with a
Simulink.data.dictionary.Section
object named
dDataSectObj
.
myDictionaryObj = ... Simulink.data.dictionary.open('myDictionary_ex_API.sldd'); dDataSectObj = getSection(myDictionaryObj,'Design Data');
Add an entry to the Design Data section of
myDictionary_ex_API.sldd
an entry
myNewEntry
with value
237
.
addEntry(dDataSectObj,'myNewEntry',237)
Rename an entry in the Design Data, Configurations, or Other Data section of a data dictionary.
Represent the data dictionary entry fuelFlow
with a
Simulink.data.dictionary.Entry
object named
fuelFlowObj
. fuelFlow
is
defined in the data dictionary
myDictionary_ex_API.sldd
.
myDictionaryObj = Simulink.data.dictionary.open('myDictionary_ex_API.sldd'); dDataSectObj = getSection(myDictionaryObj,'Design Data'); fuelFlowObj = getEntry(dDataSectObj,'fuelFlow');
Rename the data dictionary entry.
fuelFlowObj.Name = 'fuelFlowNew';
Represent the data dictionary entry fuelFlow
with a
Simulink.data.dictionary.Entry
object named
fuelFlowObj
. fuelFlow
is
defined in the data dictionary
myDictionary_ex_API.sldd
.
myDictionaryObj = Simulink.data.dictionary.open('myDictionary_ex_API.sldd'); dDataSectObj = getSection(myDictionaryObj,'Design Data'); fuelFlowObj = getEntry(dDataSectObj,'fuelFlow');
Store the value of the target entry in a temporary variable. Increment the value of the temporary variable by one.
temp = getValue(fuelFlowObj); temp = temp+1;
Set the value of the target entry by using the temporary variable.
setValue(fuelFlowObj,temp)
Use Simulink.data.Dictionary
objects to interact with entire
data dictionaries.
Goal | Use |
---|---|
Represent existing data dictionary with
Simulink.data.Dictionary object | |
Create and represent data dictionary with
Simulink.data.Dictionary object | |
Interact with data dictionary |
|
Import variables to data dictionary from MATLAB base workspace |
|
Add reference dictionary to a data dictionary |
|
Remove reference dictionary from a data dictionary |
|
Save changes to data dictionary |
|
Discard changes to data dictionary |
|
View a list of entries stored in data dictionary |
|
Import enumerated type definitions to data dictionary |
|
Return file name and path of data dictionary |
|
Show data dictionary in Model Explorer window |
|
Hide data dictionary from Model Explorer window |
|
Close connection between data dictionary and
Simulink.data.Dictionary object |
|
Identify data dictionaries that are open | |
Close all connections to all open data dictionaries |
Data dictionaries store data as entries contained in sections, and by default all
dictionaries have at least three sections named Design Data, Other Data, and
Configurations. Use Simulink.data.dictionary.Section
objects to
interact with data dictionary sections.
Goal | Use |
---|---|
Represent data dictionary section with Section
object. |
|
Interact with data dictionary section | |
Import variables to data dictionary section from MAT-file or MATLAB file |
|
Export entries in data dictionary section to MAT-file or MATLAB file |
|
Delete entry from data dictionary section |
|
Evaluate MATLAB expression in data dictionary section |
|
Search for entries in data dictionary section |
|
Determine whether entry exists in data dictionary section |
|
A variable that is stored in a data dictionary is called an entry of the
dictionary. Entries have additional properties that store status information, such
as the time and date the entry was last modified. Use
Simulink.data.dictionary.Entry
objects to manipulate data
dictionary entries.
Goal | Use |
---|---|
Represent data dictionary entry with Entry
object |
|
Add data dictionary entry to section and represent with
Entry object |
|
Manipulate data dictionary entry | |
Assign new value to data dictionary entry |
|
Display changes made to data dictionary entry |
|
Save changes made to data dictionary |
|
Discard changes made to data dictionary entry |
|
Search in an array of data dictionary entries |
|
Return value of data dictionary entry |
|
Delete data dictionary entry |
|
Store enumerated type definition in dictionary |
Using a data dictionary can complicate programmatic interaction with model data. If you link a model to a dictionary:
You can no longer interact with the model data by using simple
commands at the command prompt. Instead, you must use the programmatic
interface of the dictionary
(Simulink.data.Dictionary
).
When you select the dictionary property Enable dictionary access to base workspace (see Continue to Use Shared Data in the Base Workspace), depending on the storage location of the target data, you must use either simple commands or the programmatic interface.
To help transition from using the base workspace to using data dictionaries, consider using these functions. The functions operate on model data regardless of the storage location of the data.
Goal | Use |
---|---|
Change value of data dictionary entry or workspace variable in context of Simulink model | |
Evaluate MATLAB expression in context of Simulink model | |
Determine existence of data dictionary entry or workspace variable in context of Simulink model |
To change the data source of a Simulink model from the MATLAB base workspace to a new data dictionary, use this example code as a template.
% Define the model name and the data dictionary name modelName = 'f14'; dictionaryName = 'myNewDictionary.sldd'; % Load the target model load_system(modelName); % Identify all model variables that are defined in the base workspace varsToImport = Simulink.findVars(modelName,'SourceType','base workspace'); varNames = {varsToImport.Name}; % Create the data dictionary dictionaryObj = Simulink.data.dictionary.create(dictionaryName); % Import to the dictionary the model variables defined in the base % workspace, and clear the variables from the base workspace [importSuccess,importFailure] = importFromBaseWorkspace(dictionaryObj,... 'varList',varNames,'clearWorkspaceVars',true); % Link the dictionary to the model set_param(modelName,'DataDictionary',dictionaryName);
Note
This code does not migrate the definitions of enumerated data types that were used to define model variables. If you import model variables of enumerated data types to a data dictionary but do not migrate the enumerated type definitions, the dictionary is less portable and might not function properly if used by someone else. To migrate enumerated data type definitions to a data dictionary, see Enumerations in Data Dictionary.
This example shows how to use a custom MATLAB function to import data directly from an external file to a data dictionary without creating or altering variables in the base workspace.
Create a two-dimensional lookup table in one sheet of a Microsoft® Excel® workbook. Use the upper-left corner of the sheet to provide names for the two breakpoints and for the table. Use column B and row 2 to store the two breakpoints, and use the rest of the sheet to store the table. For example, your lookup table might look like this:
Save the workbook in your current folder as
my2DLUT.xlsx
.
Copy this custom function definition into a MATLAB file, and save the file in your current folder as
importLUTToDD.m
.
function importLUTToDD(workbookFile,dictionaryName) % IMPORTLUTTODD(workbookFile,dictionaryName) imports data for a % two-dimensional lookup table from a workbook directly into a data % dictionary. The two-dimensional lookup table in the workbook can be % any size but must follow a standard format. % Read in the entire first sheet of the workbook. [data,names,~] = xlsread(workbookFile,1,''); % Divide the raw imported data into the breakpoints, the table, and their % names. % Assume breakpoint 1 is in the first column and breakpoint 2 is in the % first row. % Assume cells A2, B1, and B2 define the breakpoint names and table name. bkpt1 = data(2:end,1); bkpt2 = data(1,2:end); table = data(2:end,2:end); bkpt1Name = names{2,1}; bkpt2Name = names{1,2}; tableName = names{2,2}; % Prepare to import to the Design Data section of the target data % dictionary. myDictionaryObj = Simulink.data.dictionary.open(dictionaryName); dDataSectObj = getSection(myDictionaryObj,'Design Data'); % Create entries in the dictionary to store the imported breakpoints and % table. Name the entries using the breakpoint and table names imported % from the workbook. addEntry(dDataSectObj,bkpt1Name,bkpt1); addEntry(dDataSectObj,bkpt2Name,bkpt2); addEntry(dDataSectObj,tableName,table); % Save changes to the dictionary and close it. saveChanges(myDictionaryObj) close(myDictionaryObj)
At the MATLAB command prompt, create a data dictionary to store the lookup table data.
myDictionaryObj = Simulink.data.dictionary.create('myLUTDD.sldd');
Call the custom function to import your lookup table to the new data dictionary.
importLUTToDD('my2DLUT.xlsx','myLUTDD.sldd')
Open the data dictionary in Model Explorer.
show(myDictionaryObj)
Three new entries store the imported breakpoints and lookup table. These entries are ready to use in a 2-D Lookup Table block.
To partition a data dictionary into reference dictionaries, use this example code as a template. You can use reference dictionaries to make large data dictionaries more manageable and to contain standardized data that is useful for multiple models.
% Define the names of a parent data dictionary and two % reference data dictionaries parentDDName = 'myParentDictionary.sldd'; typesDDName = 'myTypesDictionary.sldd'; paramsDDName = 'myParamsDictionary.sldd'; % Create the parent data dictionary and a % Simulink.data.Dictionary object to represent it parentDD = Simulink.data.dictionary.create(parentDDName); % Create a Simulink.data.dictionary.Section object to represent % the Design Data section of the parent dictionary designData_parentDD = getSection(parentDD,'Design Data'); % Import some data to the parent dictionary from the file partDD_Data_ex_API.m importFromFile(designData_parentDD,'partDD_Data_ex_API.m'); % Create two reference dictionaries Simulink.data.dictionary.create(typesDDName); Simulink.data.dictionary.create(paramsDDName); % Create a reference dictionary hierarchy by adding reference dictionaries % to the parent dictionary addDataSource(parentDD,typesDDName); addDataSource(parentDD,paramsDDName); % Migrate all Simulink.Parameter objects from the parent data dictionary to % a reference dictionary paramEntries = find(designData_parentDD,'-value','-class','Simulink.Parameter'); for i = 1:length(paramEntries) paramEntries(i).DataSource = 'myParamsDictionary.sldd'; end % Migrate all Simulink.NumericType objects from the parent data dictionary % to a reference dictionary typeEntries = find(designData_parentDD,'-value','-class','Simulink.NumericType'); for i = 1:length(typeEntries) typeEntries(i).DataSource = 'myTypesDictionary.sldd'; end % Save all changes to the parent data dictionary saveChanges(parentDD)
You can store a configuration set (a Simulink.ConfigSet
object) in
the Configurations section of a dictionary. To change the setting of a configuration
parameter in the set programmatically:
Create a Simulink.data.dictionary.Entry
object that
represents the configuration set (which is an entry in the dictionary).
For example, suppose the name of the dictionary is
myData.sldd
and the name of the
Simulink.ConfigSet
object is
myConfigs
.
dictionaryObj = Simulink.data.dictionary.open('myData.sldd'); configsSectObj = getSection(dictionaryObj,'Configurations'); entryObj = getEntry(configsSectObj,'myConfigs');
Store a copy of the target Simulink.ConfigSet
object in
a temporary variable.
temp = getValue(entryObj);
In the temporary variable, modify the target configuration parameter
(in this case, set Stop time to
20
).
set_param(temp,'StopTime','20');
Use the temporary variable to overwrite the configuration set in the dictionary.
setValue(entryObj,temp);
Save changes made to the dictionary.
saveChanges(dictionaryObj)
set_param
| Simulink.data.dictionary.cleanupWorkerCache
| Simulink.data.dictionary.setupWorkerCache
| Simulink.findVars