Forum Discussion
Create hierarchies using M, not DAX
- 1 year ago
Hi jaryszek ,
Looking at the solutions provided, both approaches will work, but let me address the performance question about List.PositionOf:
About List.PositionOf vs Table.SelectRows: You're right that List.PositionOf can be faster, but it depends on your data structure. Here's a hybrid approach that combines the best of both:
// First, create lookup lists for better performance let Source = your_table, EmployeeIDs = Source[EmployeeID], ManagerIDs = Source[ManagerID], // Add hierarchy level using list lookup GetLevel = (empID as number) as number => let GetLevelRecursive = (currentID, level) => let position = List.PositionOf(EmployeeIDs, currentID), managerID = if position = -1 then null else ManagerIDs{position} in if managerID = null then level else @GetLevelRecursive(managerID, level + 1) in GetLevelRecursive(empID, 0), Result = Table.AddColumn(Source, "Level", each GetLevel([EmployeeID])) in ResultPerformance comparison:
- List.PositionOf: Faster for lookups, but you need to manage the lookup logic
- Table.SelectRows: Slower but cleaner code and handles complex scenarios better
For your case: If you have under 10,000 employees, the performance difference won't be noticeable. Table.SelectRows is probably fine and more maintainable.
If performance is critical: Use the list-based approach above - it creates the lookup lists once and reuses them.
The recursive solutions provided by @jaineshp are solid. The List.Generate approach is particularly good for avoiding infinite loops if you have data quality issues.
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Thank you.
What about List.PositionOf function.
It should be faster than selectRows from table?
What do you think?
Best,
Jacek
- v-hjannapu1 year agoCommunity Support
Hi jaryszek,
Thank you for reaching out to the Microsoft fabric community forum.
Yes, List.PositionOf can be faster in some cases because it works directly on a list, while Table.SelectRows checks every row each time. So if your data is large, using a list or record-based lookup can give better performance.
You can try both and see which one runs faster in your case.
Best Regards,
Harshitha.