Forum Discussion
Circular dependency issue
Hi I am trying to find values based on column dependencies.
eg: I have below dataset
| YearMonth | B | C | D | E | F | G |
| 2021-Jan | $100 | $50 | $20 | $10 | $5 | $115 |
| 2021-Feb | $55 | $30 | $20 | $10 | ||
| 2021-Mar | $60 | $25 | $6 | $11 | ||
| 2021-Apr | $50 | $28 | $9 | $5 | ||
| 2021-May | $45 | $35 | $10 | $20 | ||
| 2021-Jun | $50 | $20 | $12 | $8 | ||
| 2021-Jul | $80 | $20 | $10 | $5 | ||
| 2021-Aug | $50 | $20 | $15 | $5 |
G is calculated by B+C-D-E-F for jan
for 2021-Feb B should be 115 that we had for column G in 2021-Jan. I do have values for C,D,E,F for all months.
for 2021-Feb G will be 115+55-30-20-10=110
for 2021-Mar B will be 110
The above process has to be repeated.
How to obtain this in power bi desktop.I am new to power bi.
Here is an implementation in Power Query
let Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45WMjIwMtT1SsxT0lFSMTQwAFGmYNLIACIEFlGK1YEqdUtNAooogEVNQaQxqmq4Qt/EIphCM4gSsHIzsDpDhDrHArg6qMUWINISzV7fxEqYMhOIvaYI9xkh2etVmodmHsRpRiDSAlldDkydBT4PO5amYzXPFKouFgA=", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [YearMonth = _t, B = _t, C = _t, D = _t, E = _t, F = _t]), #"Changed Type" = Table.TransformColumnTypes(Source,{{"YearMonth", type date}, {"B", Currency.Type}, {"C", Currency.Type}, {"D", Currency.Type}, {"E", Currency.Type}, {"F", Currency.Type}}), #"Added Index" = Table.AddIndexColumn(#"Changed Type", "Index", 0, 1, Int64.Type), #"Added Custom" = Table.AddColumn(#"Added Index", "G", each List.Accumulate({0..[Index]},#"Changed Type"{0}[B],(c,s)=> c+#"Added Index"[C]{s}-#"Added Index"[D]{s}-#"Added Index"[E]{s}-#"Added Index"[F]{s})), #"Replaced Value" = Table.ReplaceValue(#"Added Custom",each [B], each if [Index]=0 then [B] else #"Added Custom"{[Index]-1}[G],Replacer.ReplaceValue,{"B"}) in #"Replaced Value"How to use this code: Create a new Blank Query. Click on "Advanced Editor". Replace the code in the window with the code provided here. Click "Done".
Here it is as a calculated column, but you cannot fill column B.
G = SUMX(FILTER(Table,[YearMonth]<=EARLIER([YearMonth])), [B]+[C]-[D]-[E]-[F])
7 Replies
- lbendlinSuper User
Here is an implementation in Power Query
let Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45WMjIwMtT1SsxT0lFSMTQwAFGmYNLIACIEFlGK1YEqdUtNAooogEVNQaQxqmq4Qt/EIphCM4gSsHIzsDpDhDrHArg6qMUWINISzV7fxEqYMhOIvaYI9xkh2etVmodmHsRpRiDSAlldDkydBT4PO5amYzXPFKouFgA=", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [YearMonth = _t, B = _t, C = _t, D = _t, E = _t, F = _t]), #"Changed Type" = Table.TransformColumnTypes(Source,{{"YearMonth", type date}, {"B", Currency.Type}, {"C", Currency.Type}, {"D", Currency.Type}, {"E", Currency.Type}, {"F", Currency.Type}}), #"Added Index" = Table.AddIndexColumn(#"Changed Type", "Index", 0, 1, Int64.Type), #"Added Custom" = Table.AddColumn(#"Added Index", "G", each List.Accumulate({0..[Index]},#"Changed Type"{0}[B],(c,s)=> c+#"Added Index"[C]{s}-#"Added Index"[D]{s}-#"Added Index"[E]{s}-#"Added Index"[F]{s})), #"Replaced Value" = Table.ReplaceValue(#"Added Custom",each [B], each if [Index]=0 then [B] else #"Added Custom"{[Index]-1}[G],Replacer.ReplaceValue,{"B"}) in #"Replaced Value"How to use this code: Create a new Blank Query. Click on "Advanced Editor". Replace the code in the window with the code provided here. Click "Done".
- ankababu007Frequent Visitor
lbendlin Thank you very much for your solution. Its working perfectly. Just curious if we can do this using DAX.
- lbendlinSuper User
Here it is as a calculated column, but you cannot fill column B.
G = SUMX(FILTER(Table,[YearMonth]<=EARLIER([YearMonth])), [B]+[C]-[D]-[E]-[F])
- v-henryk-mstfCommunity Support
Hi ankababu007 ,
Agree with the solution given by lbendlin , it is really a good choice to solve this problem in power query.
If the problem has been solved you can mark the reply for the standard answer to help the other members find it more quickly. If not, please point it out.
Best Regards,
Henry - Ashish_MathurSuper User
- ankababu007Frequent Visitor
Ashish_Mathur lbendlin Thank you very much both those solutions are working as expected..Thanks a lot.
- Ashish_MathurSuper User
You are welcome.