In this example we will create a metadata collection for the crew members of the "Heart of Gold" Spacecraft as described in the openMINDS getting started guide.
We start by importing a csv file with crew member information:
filePath = fullfile(openminds.toolboxdir(), "livescripts", "data", "spacecraft_crew_members.csv");
crewMembers = readtable(filePath, "TextType", "String")| givenName | familyName | alternateName | memberOf | ||
|---|---|---|---|---|---|
| 1 | "Arthur" | "Dent" | "[email protected]" | "Heart of Gold Spacecraft Crew" | |
| 2 | "Ford" | "Prefect" | "[email protected]" | "Heart of Gold Spacecraft Crew" | |
| 3 | "Tricia Marie" | "McMillan" | "Trillian Astra" | "[email protected]" | "Heart of Gold Spacecraft Crew" |
| 4 | "Zaphod" | "Beeblebrox" | "[email protected]" | "Heart of Gold Spacecraft Crew" |
Let us create a set of metadata instances from this table that represents the crew members. We assume that memberOf provides the full name of a consortium each person is affiliated to. Since members might be affiliated to the same consortium we assume further that the same full name means the same consortium. We can also assume that the email is unique for each person.
With these assumptions we will create:
- a metadata Collection for storing metadata instances
- a unique set of Consortium instances based on the name given in the memberOf column
- a ContactInformation instance based on the email column
- a Person instance for each table row with:
-
the <samp>givenName</samp>, <samp>familyName</samp>, and <samp>alternateName</samp> (if available) -
a link to the respective <samp>ContactInformation</samp> instance -
a person-specific embedded <samp>Affiliation</samp> instance that links to the respective <samp>Consortium</samp> instance
We start by creating an empty metadata collection for storing metadata instances.
% Create an empty metadata collection
collection = openminds.Collection(...
"Name", "Crew Members", ...
"Description", "Crew members of the 'Heart of Gold' spacecraft")collection =
Collection with properties:
Name: "Crew Members"
Description: "Crew members of the 'Heart of Gold' spacecraft"
Nodes: dictionary with unset key and value types
The collection will hold instances in a dictionary object of the Nodes property. Note: the Name and Description are optional and are currently not stored with the metadata instances.
We move on and start creating instances for the consortia:
% Define a utility function for creating instance ids:
createId = @(str) lower(sprintf('_:%s', replace(str, ' ', '-')));
% Extract the unique "memberOf" names to create dictionary
% with unique "Consortium" instances
uniqueConsortiumNames = unique(crewMembers.memberOf);
consortia = dictionary;
for consortiumName = uniqueConsortiumNames'
consortia(consortiumName) = openminds.core.Consortium(...
'id', createId(consortiumName), ...
'fullName', consortiumName );
end
disp(consortia) dictionary (string ⟼ openminds.core.actors.Consortium) with 1 entry:
"Heart of Gold Spacecraft Crew" ⟼ [Heart of Gold Spacecraft Crew] (Consortium)
We have now created a dictionary that holds the Consortium instances. Since all the persons in this example belongs to the same consortium, this dictionary only holds one instance.
We can also look at the Consortium instance in more detail:
disp(consortia("Heart of Gold Spacecraft Crew")) Consortium (https://openminds.ebrains.eu/core/Consortium) with properties:
contactInformation: [None] (ContactInformation)
fullName: "Heart of Gold Spacecraft Crew"
homepage: ""
shortName: ""
Required Properties: fullName
The Consortium instance has four properties, and we have filled out fullName. Whenever you create an openMINDS instance in MATLAB, you can either supply one or more name-value pairs when you create the instance (as we did above), or you can first create the instance and then assign values using dot-indexing on the instance object.
consortium = openminds.core.Consortium();
consortium.fullName = "Heart of Gold Spacecraft Crew"consortium =
Consortium (https://openminds.ebrains.eu/core/Consortium) with properties:
contactInformation: [None] (ContactInformation)
fullName: "Heart of Gold Spacecraft Crew"
homepage: ""
shortName: ""
Required Properties: fullName
When the instance is displayed, you will see all the properties that are part of the instance type, and which of those are required (Note: at the moment of writing this guide, required properties are not enforced). The display should also give information about what types are expected for each of the property values. For example, the contactInformation property requires a ContactInformation instance (as indicated by the annotation in the brackets). If you want to learn more about the types as you explore the instances, you can always press the links in the instance display and they will take you to the openMINDS documentation page for that instance.
The consortium in this example does not have contact information, but we will move on and create ContactInformation types for each of the persons:
% Create a dictionary to hold "ContactInformation" instances
contacts = dictionary;
for email = crewMembers.email'
contacts(email) = openminds.core.ContactInformation(...
'id', createId(email), ...
'email', email );
end
disp(contacts) dictionary (string ⟼ openminds.core.actors.ContactInformation) with 4 entries:
"[email protected]" ⟼ [[email protected]] (ContactInformation)
"[email protected]" ⟼ [[email protected]] (ContactInformation)
"[email protected]" ⟼ [[email protected]] (ContactInformation)
"[email protected]" ⟼ [[email protected]] (ContactInformation)
This gave us four ContactInformation instances. Finally we will create Person instances and attach the ContactInformation and Consortium instances:
% Extract data to create a list of "Person" instances where each "Person"
% instance will link to their respective "ContactInformation" instance and
% embed an "Affiliation" instance that links to the respective "Consortium" instance
persons = openminds.core.Person.empty;
for iRow = 1:height(crewMembers)
person = crewMembers(iRow,:);
fullName = person.givenName + " " + person.familyName;
persons(end+1) = openminds.core.Person( ...
'id', createId(fullName), ...
'givenName', person.givenName, ...
'familyName', person.familyName, ...
'alternateName', person.alternateName, ...
'contactInformation', contacts(person.email), ...
'affiliation', openminds.core.Affiliation('memberOf', consortia(person.memberOf) )); %#ok<SAGROW>
endNow that we have all the instances, we can add them to the collection. It is sufficient to add the Person instances because the collection will automatically detect linked and embedded instances and add them automatically to the Nodes property.
collection.add(persons)
disp(collection) Collection with properties:
Name: "Crew Members"
Description: "Crew members of the 'Heart of Gold' spacecraft"
Nodes: dictionary (string ⟼ cell) with 9 entries
As described above, we see that the Nodes hold 9 instances. We can look at the Nodes and we should expect to see 4 Person instances, 4 ContactInformation instances and 1 Consortium instance.
disp(collection.Nodes) dictionary (string ⟼ cell) with 9 entries:
"_:arthur-dent" ⟼ {[Dent, Arthur] (Person)}
"_:[email protected]" ⟼ {[[email protected]] (ContactInformation)}
"_:heart-of-gold-spacecraft-crew" ⟼ {[Heart of Gold Spacecraft Crew] (Consortium)}
"_:ford-prefect" ⟼ {[Prefect, Ford] (Person)}
"_:[email protected]" ⟼ {[[email protected]] (ContactInformation)}
"_:tricia-marie-mcmillan" ⟼ {[McMillan, Tricia Marie] (Person)}
"_:[email protected]" ⟼ {[[email protected]] (ContactInformation)}
"_:zaphod-beeblebrox" ⟼ {[Beeblebrox, Zaphod] (Person)}
"_:[email protected]" ⟼ {[[email protected]] (ContactInformation)}
A note here: Since the collection holds a mix of different types, each type is inside a cell (as indicated by the curly brackets). In order to get an instance from the Nodes, we need to index into a cell object:
if isMATLABReleaseOlderThan("R2023a")
cellValue = collection.Nodes("_:arthur-dent");
person = cellValue{1}
else
person = collection.Nodes{"_:arthur-dent"} % Curly brace syntax introduced in R2023a
endperson =
Person (https://openminds.ebrains.eu/core/Person) with properties:
affiliation: Heart of Gold Spacecraft Crew (Affiliation)
alternateName: <missing>
associatedAccount: [None] (AccountInformation)
contactInformation: [email protected] (ContactInformation)
digitalIdentifier: [None] (ORCID)
familyName: "Dent"
givenName: "Arthur"
Required Properties: givenName
Finally, we can save the collection
% Save the instances to the openMINDS userdata folder:
savePath = fullfile(userpath, "openMINDS_MATLAB", "demo", "crew_members.jsonld");
collection.save(savePath)
% Check out the saved metadata:
str = fileread(savePath);
disp(str){
"@context": {
"@vocab": "https://openminds.ebrains.eu/vocab/"
},
"@graph": [
{
"@id": "_:arthur-dent",
"@type": "https://openminds.ebrains.eu/core/Person",
"affiliation": [
{
"@type": "https://openminds.ebrains.eu/core/Affiliation",
"memberOf": {
"@id": "_:heart-of-gold-spacecraft-crew"
}
}
],
"contactInformation": {
"@id": "_:[email protected]"
},
"familyName": "Dent",
"givenName": "Arthur"
},
{
"@id": "_:[email protected]",
"@type": "https://openminds.ebrains.eu/core/ContactInformation",
"email": "[email protected]"
},
{
"@id": "_:heart-of-gold-spacecraft-crew",
"@type": "https://openminds.ebrains.eu/core/Consortium",
"fullName": "Heart of Gold Spacecraft Crew"
},
{
"@id": "_:ford-prefect",
"@type": "https://openminds.ebrains.eu/core/Person",
"affiliation": [
{
"@type": "https://openminds.ebrains.eu/core/Affiliation",
"memberOf": {
"@id": "_:heart-of-gold-spacecraft-crew"
}
}
],
"contactInformation": {
"@id": "_:[email protected]"
},
"familyName": "Prefect",
"givenName": "Ford"
},
{
"@id": "_:[email protected]",
"@type": "https://openminds.ebrains.eu/core/ContactInformation",
"email": "[email protected]"
},
{
"@id": "_:tricia-marie-mcmillan",
"@type": "https://openminds.ebrains.eu/core/Person",
"affiliation": [
{
"@type": "https://openminds.ebrains.eu/core/Affiliation",
"memberOf": {
"@id": "_:heart-of-gold-spacecraft-crew"
}
}
],
"alternateName": [
"Trillian Astra"
],
"contactInformation": {
"@id": "_:[email protected]"
},
"familyName": "McMillan",
"givenName": "Tricia Marie"
},
{
"@id": "_:[email protected]",
"@type": "https://openminds.ebrains.eu/core/ContactInformation",
"email": "[email protected]"
},
{
"@id": "_:zaphod-beeblebrox",
"@type": "https://openminds.ebrains.eu/core/Person",
"affiliation": [
{
"@type": "https://openminds.ebrains.eu/core/Affiliation",
"memberOf": {
"@id": "_:heart-of-gold-spacecraft-crew"
}
}
],
"contactInformation": {
"@id": "_:[email protected]"
},
"familyName": "Beeblebrox",
"givenName": "Zaphod"
},
{
"@id": "_:[email protected]",
"@type": "https://openminds.ebrains.eu/core/ContactInformation",
"email": "[email protected]"
}
]
}