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February 7, 2021 08:38
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An example of unpivoting multiple columns.
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let | |
Source = Table.FromRows( | |
Json.Document( | |
Binary.Decompress( | |
Binary.FromText( | |
"bcxBCoAgFATQq8hf28L5p+gM4iLJoE1FtLDbl4INhLth/rzvvYzbnLJYOc60rNlc95Gc8cu+u9Br0W3116L7AW0brBf33iZTVsMXwag1Rg5iawsGMYhBDGIQo2IlVmIlVmIlVgnhAQ==", | |
BinaryEncoding.Base64 | |
), | |
Compression.Deflate | |
) | |
), | |
let | |
_t = ((type nullable text) meta [Serialized.Text = true]) | |
in | |
type table [ | |
Column1 = _t, | |
Column2 = _t, | |
Column3 = _t, | |
Column4 = _t, | |
Column5 = _t, | |
Column6 = _t | |
] | |
), | |
#"Changed Type" = Table.TransformColumnTypes( | |
Source, | |
{ | |
{"Column1", type text}, | |
{"Column2", type text}, | |
{"Column3", type text}, | |
{"Column4", type text}, | |
{"Column5", type text}, | |
{"Column6", type text} | |
} | |
), | |
#"Base" = Table.PromoteHeaders(#"Changed Type", [PromoteAllScalars = true]), | |
// Type 1 and 2 attribute columns are processed independently but identically, and the common portion of each is extracted for merging. | |
#"UnpivotMultipleOtherColumns" = Table.Sort( | |
Table.ExpandTableColumn( | |
Table.NestedJoin( | |
Table.TransformColumns( | |
Table.UnpivotOtherColumns( | |
Table.SelectColumns( | |
#"Base", | |
List.Select( | |
Table.ColumnNames(#"Base"), | |
each Text.Contains(_, "type1") or Text.Contains(_, "Index") | |
) | |
), | |
{"Index"}, | |
"Attribute", | |
"Type1 Value" | |
), | |
{{"Attribute", each Text.BetweenDelimiters(_, "[", "]")}} | |
), | |
{"Index", "Attribute"}, | |
Table.TransformColumns( | |
Table.UnpivotOtherColumns( | |
Table.SelectColumns( | |
#"Base", | |
List.Select( | |
Table.ColumnNames(#"Base"), | |
each Text.Contains(_, "type2") or Text.Contains(_, "Index") | |
) | |
), | |
{"Index"}, | |
"Attribute", | |
"Type2 Value" | |
), | |
{{"Attribute", each Text.BetweenDelimiters(_, "[", "]")}} | |
), | |
{"Index", "Attribute"}, | |
"Custom", | |
JoinKind.LeftOuter | |
), | |
"Custom", | |
{"Type2 Value"}, | |
{"Type2 Value"} | |
), | |
{{"Index", Order.Ascending}, {"Attribute", Order.Ascending}} | |
) | |
in | |
#"UnpivotMultipleOtherColumns" |
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