添加特殊案例以加强BI查询(M)

时间:2016-04-29 01:41:36

标签: powerbi powerquery m

我目前正在使用Power BI的查询编辑器来取消,转换,加入,重新转动和重新加入某些数据。表示:

REF_Capability:

ID#| Capability.1 | Capability.2 | Capability.3| 
97 | Crawl        | Walk         | Run         |
98 | Crawl        | null         | null        |
99 | Crawl        | Walk         | null        |

表2:

Capability | Attribute| Value | 
Crawl      | Vehicle1 | 4     |
Walk       | Vehicle1 | 3     |
Run        | Vehicle1 | 2     |
Crawl      | Vehicle2 | 0     |
Walk       | Vehicle2 | 1     |
Run        | Vehilce2 | 1     |
Crawl      | Vehicle3 | 0     |
Walk       | Vehicle3 | 5     |
Run        | Vehicle3 | 5     |

使用unpivoting,过滤,合并查询,扩展列以及重新旋转和重新合并的组合,我得到了这个OutputTable:

ID#| Capability.1 | Capability.2 | Capability.3| Score.Vehicle1    | Score.Vehicle2    | Score.Vehicle3   | 
97 | Crawl        | Walk         | Run         | 9 [4+3+2]         | 2 [0+1+1]         | 10 [0+5+5]       |
98 | Crawl        | null         | null        | 4 [4+null+null]   | 0 [0+null+null]   | 0 [0+null+null]  |
99 | Crawl        | Walk         | null        | 7 [4+3+null]      | 1 [0+1+null]      | 5 [0+5+null]     |

对于在Vehicle2CapaScore和Vechile3CapaScore下的ID#97而不是分数为2和10的情况,我希望得分均为0。解释......如果某辆车的任何特定能力的总分为0,则所有能力的得分均为0。或者更简单地说,如果你不能爬行,那么走路或跑步的好坏并不重要。

我希望在我的查询中使用该逻辑有一些帮助:

let
    Source = OData.Feed("SOURCE_vti_bin/listdata.svc"),
    REF_Capability = Source{[ID#="REF_Capability",Signature="table"]}[Data],
    #"Split Column by Delimiter" = Table.SplitColumn(Table1,"Capability",Splitter.SplitTextByDelimiter("; ", QuoteStyle.Csv),{"Capability.1", "Capability.2", "Capability.3"}),
    #"Changed Type" = Table.TransformColumnTypes(#"Split Column by Delimiter",{{"Capability.1", type text}, {"Capability.2", type text}, {"Capability.3", type text}}),
    #"Unpivoted Other Columns" = Table.UnpivotOtherColumns(#"Change Type", {"ID#"}, "Attribute", "Value"),
    #"Filtered Rows" = Table.SelectRows(#"Unpivoted Other Columns", each ([Attribute] = "Capability.1" or [Attribute] = "Capability.2" or [Attribute] = "Capability.3") and ([Value] <> "")),
    #"Merged Queries" = Table.NestedJoin(#"Filtered Rows",{"Value"},Table2,{"Capability"},"NewColumn",JoinKind.LeftOuter),
    #"Expanded NewColumn" = Table.ExpandTableColumn(#"Merged Queries", "NewColumn", {"Attribute", "Value"}, {"VehicleScore.Attribute", "VehicleScore.Value"}),
    #"Removed Columns" = Table.RemoveColumns(#"Expanded NewColumn",{"Attribute", "Value"}),
    #"Pivoted Column" = Table.Pivot(#"Removed Columns", List.Distinct(#"Removed Columns"[VehicleScore.Attribute]), "VehicleScore.Attribute", "VehicleScore.Value", List.Sum)
in
    #"Pivoted Column"

let
    Source = OData.Feed("SOURCE/_vti_bin/ListData.svc"),
    OutputTable = Source{[ID#="OutputTable",Signature="table"]}[Data],
    #"Merged Queries" = Table.NestedJoin(#OutputTable,{"ID#"},REF_Capability,{"ID#"},"NewColumn",JoinKind.LeftOuter),
    #"Expanded NewColumn" = Table.ExpandTableColumn(#"Merged Queries", "NewColumn", {"Vehicle1", "Vehicle2", "Vehicle3"}, {"Score.Vehicle1","Score.Vehicle2", "Score.Vehicle3"})
in
    #"Expanded NewColumn"

1 个答案:

答案 0 :(得分:2)

我会添加一个Group By with Min calc来查找带有0的Vehicle。然后我添加一个列并写一个简单的if语句,例如

if [Min Value] = 0 then 0 else [Sum Value]