转置几列并重塑它们

Question

我希望通过固定某些列来仅转置数据框中的某些列及其值。

WO.No           LineSubType      ProductName  Desc  Problem
WO-00201182     P-A-T                        
WO-00201182     Parts           18112135     FLOW  Liquid
WO-00201182     Parts           18112200    ArmF9  Liquid

结果Table

WO.No           LineSubType     ProductName+Desc1 ProductName+Desc2  Problem
WO-00201182     P-A-T/Parts     18112135 + FLOW  18112200 + ArmF9   Liquid             

Answer 1

• 使用过self join的方法
• 如果需要，显然可以将子类型列合并为一个

df = pd.read_csv(io.StringIO("""WO.No           LineSubType  LineNumber    ProductName  Desc  Problem
WO-00201182     P-A-T        WL-01014402                
WO-00201182     Parts        WL-01014744   18112135     FLOW  Liquid"""), sep="\s+")


df = (
    df.loc[df["LineSubType"].eq("P-A-T")]
    .drop(columns=["ProductName", "Desc", "Problem"])
    .merge(
        df.loc[df["LineSubType"].eq("Parts")],
        on="WO.No",
        suffixes=(" .P.A.T.", " Parts"),
    )
)

df

	WO.No	LineSubType .P.A.T.	LineNumber .P.A.T.	LineSubType Parts	LineNumber Parts	ProductName	Desc	Problem
0	WO-00201182	P-A-T	WL-01014402	Parts	WL-01014744	1.81121e+07	FLOW	Liquid