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Hi,
I have a table consisting of columns
Product | Type | Metric | Year |
Each product undergoes checking twice Review and FInal. A Metric is given to it.
Sample data
Product | Type | Metric | Year |
A | Final | 3 | 2014 |
A | Final | 3 | 2015 |
A | Final | 3 | 2016 |
A | Final | 3 | 2017 |
A | Final | 4 | 2018 |
A | Final | 4 | 2019 |
A | Final | 4 | 2020 |
A | Final | 4 | 2023 |
A | Review | 4 | 2018 |
A | Review | 4 | 2019 |
A | Review | 4 | 2020 |
A | Review | 4 | 2023 |
CH | Final | 4 | 2014 |
CH | Final | 4 | 2016 |
CH | Final | 4 | 2018 |
CH | Final | 4 | 2020 |
CH | Final | 5 | 2022 |
CH | Review | 4 | 2018 |
CH | Review | 4 | 2020 |
IA | Final | 3 | 2014 |
IA | Final | 4 | 2016 |
IA | Final | 4 | 2018 |
IA | Final | 4 | 2020 |
IA | Final | 5 | 2022 |
IA | Review | 5 | 2018 |
IA | Review | 5 | 2020 |
IS | Final | 4 | 2014 |
IS | Final | 4 | 2015 |
IS | Final | 4 | 2016 |
IS | Final | 4 | 2017 |
IS | Final | 4 | 2018 |
IS | Final | 4 | 2019 |
IS | Final | 4 | 2020 |
IS | Final | 4 | 2023 |
IS | Review | 4 | 2018 |
IS | Review | 4 | 2019 |
IS | Review | 5 | 2020 |
IS | Review | 4 | 2023 |
I need help in power query to retrieve the previous row value of metric by Product/Type/Year .
Expected trasnformed output in the column previous metric
Product | Type | Metric | Year | Previous Metric |
A | Final | 3 | 2014 | |
A | Final | 3 | 2015 | 3 |
A | Final | 3 | 2016 | 3 |
A | Final | 3 | 2017 | 3 |
A | Final | 4 | 2018 | 3 |
A | Final | 4 | 2019 | 4 |
A | Final | 4 | 2020 | 4 |
A | Final | 4 | 2023 | 4 |
A | Review | 4 | 2018 | |
A | Review | 4 | 2019 | 4 |
A | Review | 4 | 2020 | 4 |
A | Review | 4 | 2023 | 4 |
CH | Final | 4 | 2014 | |
CH | Final | 4 | 2016 | 4 |
CH | Final | 4 | 2018 | 4 |
CH | Final | 4 | 2020 | 4 |
CH | Final | 5 | 2022 | 4 |
CH | Review | 4 | 2018 | |
CH | Review | 4 | 2020 | 4 |
IA | Final | 3 | 2014 | |
IA | Final | 4 | 2016 | 3 |
IA | Final | 4 | 2018 | 4 |
IA | Final | 4 | 2020 | 4 |
IA | Final | 5 | 2022 | 4 |
IA | Review | 5 | 2018 | |
IA | Review | 5 | 2020 | 5 |
IS | Final | 4 | 2014 | |
IS | Final | 4 | 2015 | 4 |
IS | Final | 4 | 2016 | 4 |
IS | Final | 4 | 2017 | 4 |
IS | Final | 4 | 2018 | 4 |
IS | Final | 4 | 2019 | 4 |
IS | Final | 4 | 2020 | 4 |
IS | Final | 4 | 2023 | 4 |
IS | Review | 4 | 2018 | |
IS | Review | 4 | 2019 | 4 |
IS | Review | 5 | 2020 | 4 |
IS | Review | 4 | 2023 | 5 |
Any help will be appreciated.
Cheers
Cheenusing
Solved! Go to Solution.
Hi @CheenuSing ,
Here's one way to do it using two offset Index columns and merging the table on itself:
let
Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("ddK9DoQgEATgd6G28BAQSmNijvauNBZXWJhcLPX1NcL9ADMFofiSnWWXcRSdqMSwrK/3eTfnkfVNiamCoBkYBm0BKoBl4AjImkHzhce8LfOOQnJxTP5icgk5/b3sWVExVCyT2EEiOoj8CX4qoljP00V7sAVDxTJBOUnfPhmqLspl9Kn3ZPNGoqkYKi0VS8Ux4V3H/3MJ3h4kB6gcEPir0wE=", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [Product = _t, Type = _t, Metric = _t, Year = _t]),
sortProductTypeYear = Table.Sort(Source,{{"Product", Order.Ascending}, {"Type", Order.Ascending}, {"Year", Order.Ascending}}),
addIndex1 = Table.AddIndexColumn(sortProductTypeYear, "Index1", 1, 1, Int64.Type),
addIndex0 = Table.AddIndexColumn(addIndex1, "Index0", 0, 1, Int64.Type),
mergeOnSelf = Table.NestedJoin(addIndex0, {"Product", "Type", "Index0"}, addIndex0, {"Product", "Type", "Index1"}, "addIndex", JoinKind.LeftOuter),
expandPreviousMetric = Table.ExpandTableColumn(mergeOnSelf, "addIndex", {"Metric"}, {"PreviousMetric"}),
remOthCols = Table.SelectColumns(expandPreviousMetric,{"Product", "Type", "Metric", "Year", "PreviousMetric"})
in
remOthCols
To get this output:
Pete
Proud to be a Datanaut!
hello, @CheenuSing
s = your_table,
f = (x) =>
[a = Table.ToColumns(x),
b = Table.FromColumns(a & {{null} & List.RemoveLastN(x[Metric], 1)}, Table.ColumnNames(x) & {"Previous Metric"})][b],
g = Table.Group(s, {"Product", "Type"}, {{"pm", (x) => f(Table.Sort(x, "Year"))}}),
z = Table.ExpandTableColumn(g, "pm", {"Metric", "Year", "Previous Metric"})
hello, @CheenuSing
s = your_table,
f = (x) =>
[a = Table.ToColumns(x),
b = Table.FromColumns(a & {{null} & List.RemoveLastN(x[Metric], 1)}, Table.ColumnNames(x) & {"Previous Metric"})][b],
g = Table.Group(s, {"Product", "Type"}, {{"pm", (x) => f(Table.Sort(x, "Year"))}}),
z = Table.ExpandTableColumn(g, "pm", {"Metric", "Year", "Previous Metric"})
Hi @AlienSx
Can you please explain the steps in simple english.
Cheers
CheenuSing
@CheenuSing Can't do step by step. I'll explain the idea.
f = (x) => is custom function (it's not a step) that takes a table as an argument. It takes a column with metric, "shifts it down" by one item (cuts the tail of the list and adds null as first item: {null} & List.RemoveLastN(x[Metric], 1)) so that we have a list with previous metrics values. Then we simply split table x to a list of columns (Table.ToColumns), add a list with shifted metrics values to it and transform this updated list of columns back to table (Table.FromColumns).
Function f must be applied to a group of rows with the same values of Product and Type. That what Table.Group does. Then we simply create new aggregated column pm, sort each table by year and apply our transformation f . Expand some columns from transformed table in the end (Table.ExpandTableColumn).
Hi @CheenuSing ,
Here's one way to do it using two offset Index columns and merging the table on itself:
let
Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("ddK9DoQgEATgd6G28BAQSmNijvauNBZXWJhcLPX1NcL9ADMFofiSnWWXcRSdqMSwrK/3eTfnkfVNiamCoBkYBm0BKoBl4AjImkHzhce8LfOOQnJxTP5icgk5/b3sWVExVCyT2EEiOoj8CX4qoljP00V7sAVDxTJBOUnfPhmqLspl9Kn3ZPNGoqkYKi0VS8Ux4V3H/3MJ3h4kB6gcEPir0wE=", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [Product = _t, Type = _t, Metric = _t, Year = _t]),
sortProductTypeYear = Table.Sort(Source,{{"Product", Order.Ascending}, {"Type", Order.Ascending}, {"Year", Order.Ascending}}),
addIndex1 = Table.AddIndexColumn(sortProductTypeYear, "Index1", 1, 1, Int64.Type),
addIndex0 = Table.AddIndexColumn(addIndex1, "Index0", 0, 1, Int64.Type),
mergeOnSelf = Table.NestedJoin(addIndex0, {"Product", "Type", "Index0"}, addIndex0, {"Product", "Type", "Index1"}, "addIndex", JoinKind.LeftOuter),
expandPreviousMetric = Table.ExpandTableColumn(mergeOnSelf, "addIndex", {"Metric"}, {"PreviousMetric"}),
remOthCols = Table.SelectColumns(expandPreviousMetric,{"Product", "Type", "Metric", "Year", "PreviousMetric"})
in
remOthCols
To get this output:
Pete
Proud to be a Datanaut!
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