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Hi,
I've been playing around with Active Directory as a data source on PowerBI for a while, trying to make reports.
One report I'm interested in is "Users in the Administrators Group"
My Administrators group has a number of users in it, as well as a Group - Domain Admins.
Domain Admins itself has a group in it too - Security administrators.
I'm trying to navigate the tree somehow either in M or DAX so that I can get a list of "In the Administrators Group, all the users are x, y, and z" where x is in Administrators, y is in Domain Admins, and z is in Security Administrators.
I've been thinking about seeing if I can get a list of "this group is a member of this group" (which I can do using top.memberOf) but I can't seem to work out how to navigate from Security Admins to Administrators, so I can see that Security Admins is a member of Domain admins and Administrators.
If I could do that, from there I could just say that since user z is in Security Administrators, it's also in Domain Administrators and Administrators.
I'm specifically trying to find a generic solution here, rather than hard coding my tree into the programme.
Am I barking up the wrong tree? How do I do this sort of recursive query in M/DAX?
Has anyone found a solution here? I'm also interested in expanding all levels of nested groups recursively.
Thank you in advance!
@Moof,
Please help to post sample data of your tables and post expected result based on sample data here.
Regards,
Lydia
Or, placing it a different way...
I have a hierachy of groups in ActiveDirectory, and a bunch of users that belong to those groups.
Security Administrators is a member of Domain Admins which is a member of Administrators. Each of these groups has users in it. I want to filter by group Administrators, and get users from all the subgroups.
Essentially, using sample date, the result I'm looking for is:
The code I'm using to get there is as follows:
let Source = ActiveDirectory.Domains("lapsang.example"), lapsang.example = Source{[Domain="lapsang.example"]}[#"Object Categories"], user1 = lapsang.example{[Category="user"]}[Objects], #"Expanded top" = Table.ExpandRecordColumn(user1, "top", {"cn", "memberOf"}, {"top.cn", "top.memberOf"}), #"Removed Other Columns" = Table.SelectColumns(#"Expanded top",{"top.cn", "top.memberOf", "distinguishedName"}), #"Expanded top.memberOf" = Table.ExpandListColumn(#"Removed Other Columns", "top.memberOf"), #"Expanded top.memberOf1" = Table.ExpandRecordColumn(#"Expanded top.memberOf", "top.memberOf", {"distinguishedName", "memberOf"}, {"top.memberOf.distinguishedName", "top.memberOf.memberOf"}), #"Reordered Columns1" = Table.ReorderColumns(#"Expanded top.memberOf1",{"top.cn", "distinguishedName", "top.memberOf.distinguishedName", "top.memberOf.memberOf"}), #"Expanded top.memberOf.memberOf" = Table.ExpandListColumn(#"Reordered Columns1", "top.memberOf.memberOf"), #"Expanded top.memberOf.memberOf1" = Table.ExpandRecordColumn(#"Expanded top.memberOf.memberOf", "top.memberOf.memberOf", {"distinguishedName", "memberOf"}, {"top.memberOf.memberOf.distinguishedName", "top.memberOf.memberOf.memberOf"}), #"Expanded top.memberOf.memberOf.memberOf" = Table.ExpandListColumn(#"Expanded top.memberOf.memberOf1", "top.memberOf.memberOf.memberOf"), #"Expanded top.memberOf.memberOf.memberOf1" = Table.ExpandRecordColumn(#"Expanded top.memberOf.memberOf.memberOf", "top.memberOf.memberOf.memberOf", {"distinguishedName", "memberOf"}, {"top.memberOf.memberOf.memberOf.distinguishedName", "top.memberOf.memberOf.memberOf.memberOf"}), #"Unpivoted Columns" = Table.UnpivotOtherColumns(#"Expanded top.memberOf.memberOf.memberOf1", {"top.cn", "distinguishedName", "top.memberOf.memberOf.memberOf.memberOf"}, "Attribute", "Value"), #"Grouped Rows" = Table.Group(#"Unpivoted Columns", {"top.cn", "distinguishedName", "Value"}, {{"Count", each Table.RowCount(_), type number}}), #"Renamed Columns" = Table.RenameColumns(#"Grouped Rows",{{"Value", "InGroup"}}), #"Removed Columns" = Table.RemoveColumns(#"Renamed Columns",{"Count"}) in #"Removed Columns"
Now, as you can see, I've used Table.ExpandListColumn, and Table.ExpandRecordColumn several times there, and I can't guarantee that if I query a different AD that I'll have managed to get all the levels of expanding.
Is there a way to recurse through the table, such that it does that as many times as neccesary, and then leaves an unpivoted result?
OK, it's taken me a little while to sort out a test environment.
I have set up a fresh AD domain. The Built-in Administrators group has the following:
And then I populated the hierarchy as follows:
As you can see, a fairly simple hierarchy.
I am trying to set up an audit screen that shows the members of a group, including any sub groups that are in the group. So if I were to filter by the group Administrators, I get the following expected result for users:
So now I enter Power BI and use the AD connector to Users. This gives me a rather difficult to deal with table:
When I filter it a bit, and expand the "top" column I get:
Again, I expand those lists into separate rows, and expand the records, and I get...
The code I use to get there is:
let Source = ActiveDirectory.Domains("lapsang.example"), lapsang.example = Source{[Domain="lapsang.example"]}[#"Object Categories"], user1 = lapsang.example{[Category="user"]}[Objects], #"Expanded top" = Table.ExpandRecordColumn(user1, "top", {"cn", "memberOf"}, {"top.cn", "top.memberOf"}), #"Removed Other Columns" = Table.SelectColumns(#"Expanded top",{"top.cn", "top.memberOf", "distinguishedName"}), #"Expanded top.memberOf" = Table.ExpandListColumn(#"Removed Other Columns", "top.memberOf"), #"Expanded top.memberOf1" = Table.ExpandRecordColumn(#"Expanded top.memberOf", "top.memberOf", {"distinguishedName"}, {"top.memberOf.distinguishedName"}), #"Reordered Columns" = Table.ReorderColumns(#"Expanded top.memberOf1",{"top.cn", "distinguishedName", "top.memberOf.distinguishedName"}) in #"Reordered Columns"
with this, I can tell that lapsangadmin is in Administrators and Domain Admins, that Siuan Sanche (admin) is in Domain Admins and that Leane Sharif (admin) is in Security Admins.
But I can't filter by Administrators and get all three.
So I start to look at the group object instead, which is an equally unappetising initial query:
In top, there is again a "memberOf" column, which has a list of other records:
And again, expanding that gives me:
The code I use to get here is:
let Source = ActiveDirectory.Domains("lapsang.example"), lapsang.example = Source{[Domain="lapsang.example"]}[#"Object Categories"], user1 = lapsang.example{[Category="user"]}[Objects], #"Expanded top" = Table.ExpandRecordColumn(user1, "top", {"cn", "memberOf"}, {"top.cn", "top.memberOf"}), #"Removed Other Columns" = Table.SelectColumns(#"Expanded top",{"top.cn", "top.memberOf", "distinguishedName"}), #"Expanded top.memberOf" = Table.ExpandListColumn(#"Removed Other Columns", "top.memberOf"), #"Expanded top.memberOf1" = Table.ExpandRecordColumn(#"Expanded top.memberOf", "top.memberOf", {"distinguishedName"}, {"top.memberOf.distinguishedName"}), #"Reordered Columns" = Table.ReorderColumns(#"Expanded top.memberOf1",{"top.cn", "distinguishedName", "top.memberOf.distinguishedName"}) in #"Reordered Columns"
So this is where I'm stuck.
Eventually, I could just keep expanding memberOf until I run out of things, and then unpivot the resulting distinguishedName columns into one. The thing is, I'm trying to make this a generic solution that doesn't need to know how many times to expand, because whilst in this test case, I only have a simple hierarchy like this, in some of the Active Directories I deal with this hierarchy may go up to 6 or 8 groups deep.
So I suppose I'm asking: how do I do this sort of recursion in M, such that I can get a table of all the parents a group may have, withough needing to do it a specific number of times?
I suppose I'm trying to get a table like this:
Group | Contained in |
Administrators | Administrators |
Security Administrators | Security Administrators |
Security Administrators | Domain Admins |
Security Administrators | Administrators |
Domain Admins | Domain Admins |
Domain Admins | Administrators |
...and so on
From there, I can link my users to that Group Column, and then filter by a summary of the Contained In Column.
Any hints gratefully appreciated...
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