Microsoft Graph is a comprehensive framework for accessing data in various online Microsoft services, including Azure Active Directory (AAD), Office 365, OneDrive, Teams, and more. AzureGraph is a simple R6-based interface to the Graph REST API, and is the companion package to AzureRMR and AzureAuth.
Currently, AzureGraph aims to provide an R interface only to the AAD part, with a view to supporting R interoperability with Azure: registered apps and service principals, users and groups. However, it can be extended to support other services; for more information, see the “Extending AzureGraph” vignette.
The first time you authenticate with a given Azure Active Directory tenant, you call
create_graph_login() and supply your credentials. AzureGraph will prompt you for permission to create a special data directory in which to cache the obtained authentication token and AD Graph login. Once this information is saved on your machine, it can be retrieved in subsequent R sessions with
get_graph_login(). Your credentials will be automatically refreshed so you don’t have to reauthenticate.
See the “Authentication basics” vignette for more details on how to authenticate with AzureGraph.
The basic classes for interacting with user accounts and groups are
az_group. To instantiate these, call the
get_group methods of the login client object. You can also list the users and groups with the
# account of the logged-in user (if you authenticated via the default method) me <- gr$get_user() # alternative: supply a GUID, name or email address me2 <- gr$get_user(email="[email protected]") # lists of users and groups (may be large!) gr$list_users() gr$list_groups() # IDs of my groups head(me$list_group_memberships()) #>  "98326d14-365a-4257-b0f1-5c3ce3104f75" "b21e5600-8ac5-407b-8774-396168150210" #>  "be42ef66-5c13-48cb-be5c-21e563e333ed" "dd58be5a-1eac-47bd-ab78-08a452a08ea0" #>  "4c2bfcfe-5012-4136-ab33-f10389f2075c" "a45fbdbe-c365-4478-9366-f6f517027a22" # a specific group (grp <- gr$get_group("82d27e38-026b-4e5d-ba1a-a0f5a21a2e85")) #> <Graph group 'AIlyCATs'> #> directory id: 82d27e38-026b-4e5d-ba1a-a0f5a21a2e85 #> description: ADS AP on Microsoft Teams. #> - Instant communication. #> - Share files/links/codes/... #> - Have fun. :)
The actual properties of an object are stored as a list in the
# properties of a user account names(me$properties) #>  "@odata.context" "id" "deletedDateTime" #>  "accountEnabled" "ageGroup" "businessPhones" #>  "city" "createdDateTime" "companyName" #>  "consentProvidedForMinor" "country" "department" #>  "displayName" "employeeId" "faxNumber" #> ... me$properties$companyName #>  "MICROSOFT PTY LIMITED" # properties of a group names(grp$properties) #>  "@odata.context" "id" "deletedDateTime" #>  "classification" "createdDateTime" "description" #>  "displayName" "expirationDateTime" "groupTypes" #>  "mail" "mailEnabled" "mailNickname" #>  "membershipRule" "membershipRuleProcessingState" "onPremisesLastSyncDateTime" #> ...
You can apply a filter to the
list_groups methods, to cut down on the number of results. The filter should be a supported OData expression. For example, this will filter the list of users down to your own account:
You can also view any directory objects that you own and/or created, via the
list_registered_objects methods of the user object. These accept a
type argument to filter the list of objects by the specified type(s).
me$list_owned_objects(type="application") #> [] #> <Graph registered app 'AzureRapp'> #> app id: 5af7bc65-8834-4ee6-90df-e7271a12cc62 #> directory id: 132ce21b-ebb9-4e75-aa04-ad9155bb921f #> domain: microsoft.onmicrosoft.com me$list_owned_objects(type="group") #> [] #> <Graph group 'AIlyCATs'> #> directory id: 82d27e38-026b-4e5d-ba1a-a0f5a21a2e85 #> description: ADS AP on Microsoft Teams. #> - Instant communication. #> - Share files/links/codes/... #> - Have fun. :) #> #> [] #> <Graph group 'ANZ Data Science and AI V-Team'> #> directory id: 4e237eed-5f9b-4abd-830b-9322cb472b66 #> description: ANZ Data Science V-Team #> #> ...
To get the details for a registered app, use the
create_app methods of the login client object. These return an object of class
az_app. The first method retrieves an existing app, while the second creates a new app.
# an existing app gr$get_app("5af7bc65-8834-4ee6-90df-e7271a12cc62") #> <Graph registered app 'AzureRapp'> #> app id: 5af7bc65-8834-4ee6-90df-e7271a12cc62 #> directory id: 132ce21b-ebb9-4e75-aa04-ad9155bb921f #> domain: microsoft.onmicrosoft.com # create a new app (appnew <- gr$create_app("AzureRnewapp")) #> <Graph registered app 'AzureRnewapp'> #> app id: 1751d755-71b1-40e7-9f81-526d636c1029 #> directory id: be11df41-d9f1-45a0-b460-58a30daaf8a9 #> domain: microsoft.onmicrosoft.com
By default, creating a new app will also generate a strong password with a duration of two years, and create a corresponding service principal in your AAD tenant. You can retrieve this with the
get_service_principal method, which returns an object of class
appnew$get_service_principal() #> <Graph service principal 'AzureRnewapp'> #> app id: 1751d755-71b1-40e7-9f81-526d636c1029 #> directory id: 7dcc9602-2325-4912-a32e-03e262ffd240 #> app tenant: 72f988bf-86f1-41af-91ab-2d7cd011db47 # or directly from the login client (supply the app ID in this case) gr$get_service_principal("1751d755-71b1-40e7-9f81-526d636c1029") #> <Graph service principal 'AzureRnewapp'> #> app id: 1751d755-71b1-40e7-9f81-526d636c1029 #> directory id: 7dcc9602-2325-4912-a32e-03e262ffd240 #> app tenant: 72f988bf-86f1-41af-91ab-2d7cd011db47
To update an app, call its
update method. For example, use this to set a redirect URL or change its permissions. Consult the Microsoft Graph documentation for what properties you can update.
One app property you cannot change with
update is its password. As a security measure, app passwords are auto-generated on the server, rather than being specified manually. To manage an app’s password, call the
Similarly, to manage an app’s certificate for authentication, call the
The classes described above inherit from the
az_object class, which represents an arbitrary object in Azure Active Directory. This has the following methods:
list_group_memberships(): Return the IDs of all groups this object is a member of.
list_object_memberships(): Return the IDs of all groups, administrative units and directory roles this object is a member of.
In turn, the
az_object class inherits from
ms_object, which is a base class to represent any object (not just an AAD object) in Microsoft Graph. This has the following methods:
delete(confirm=TRUE): Delete an object. By default, ask for confirmation first.
update(...): Update the object information in Azure Active Directory (mentioned above when updating an app).
do_operation(...): Carry out an arbitrary operation on the object.
sync_fields(): Synchronise the R object with the data in Azure Active Directory.
get_list_pager(): Returns a pager object for iterating through the items in a list of results. See the “Batching and paging” vignette for more information on this topic.
In particular, the
do_operation method allows you to call the Graph REST endpoint directly. This means that even if AzureGraph doesn’t support the operation you want to perform, you can do it manually. For example, if you want to retrieve information on your OneDrive: