Forum Discussion
Power Query: Extract distinct values from column as new query
Hi,
I have a fairly large query with 1,5 million rows, which is growing by around 5000 rows per day. From that query I want to extract the distinct values from one specific column and create a new table with those values, so I can use it as a dimension and for forming relationships in my model.
Right now, I have referenced the first query, deleted all the columns besides the one I need, and then done a "Remove Duplicates", with a result of two distinct text values. This works, but at query refresh, this simple table containing only two text values as a final result will load all 1,5 million rows first, and then clean it up.
Is there a more efficient way to complete the same task in Power Query, so I can reduce refresh time?
16 Replies
I have a question for this. I am trying to do this myself:
you write // List.Distinct(QueryName[ColumnName]), is this the new query you're working in?If not, what is it?
This works. But the query still refreshes all the 1.5 million records! So it does not solve the question.
That means you still have to wait for the query to finish once more. This is made like this to "make shure" Power-Bi have all the data once more pulled from the souse. Quite annoying actually.Thanks for posting the solution, it definitely helped me tackle the problem that I was facing.
In the Power Query editor:
Right click on your existing query and choose "Reference".
Use "Choose Columns" to select only the column which you want your unique values generated from.
Right click on the column and choose "Remove Duplicates"
This is the users current solution, however this is inefficient as it loads the entire table and then performs the transformations.
Current best solution is:
let DistinctSource = List.Distinct(Sheet2[Date])// List.Distinct(QueryName[ColumnName]) in DistinctSourceThanks! This is just the alternative I was looking for.
I like this solution because it allows you to continue to use table tools and create new custom column off the de-duplicated list. Power BI Guy's solution may be more effecient however.
I struggled for a while with this becuase there is some key puntuation missing from this solution. Here's what worked for me - I am refrenceing another query
= List.Distinct(#"QueryName"[ColumnName])
Key things missing was having the # and "" in the right spothi All. i noticed the icon in front of that Query 2 looks very thin, wonder if that indicates distinct values? Thanks in advance.
Hi vangiang , not sure if this is still helpful, but that means that your query is in List form. The implication is that most of the operations you can apply to the data, like Merge, Append, Replace values and what-not are not available.
To hijack the response given above, you can convert it to a table using the following:let DistinctSource = Table.FromList(List.Distinct(Sheet2[Date])) in DistinctSource
