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使我的脚本更加用户友好

 

由于对脚本编写非常陌生，我能够生成此脚本来帮助我的研究小组简化一些数据分析。 到目前为止，它还不是很用户友好，（必须进入脚本并手动插入目标文件路径，更改所有“By1”和“By1 Variable #”以匹配目标文件路径定义的样本名称（ By1 = 目标文件路径），并手动关闭脚本打开的所有数据、表格和报告窗口。 我试图通过脚本索引自学如何克服所有这些障碍并简化脚本，但进展相对缓慢。

 

我的目标是操作员只需与两个提示窗口交互，一个提示窗口要求您指定要打开的文件，然后一个提示窗口保存最终生成的数据表，同时关闭脚本生成的所有窗口。

 

欢迎任何建议和提示，第一次在 JSL 中学习脚本是非常愉快的！

Names Default To Here( 1 );

dt = Open( "Target File Path");
obj = dt << Tabulate(
 Add Table(
  Column Table(
   Analysis Columns( :X1, :Y, :X2, :X3 ),
   Statistics( Mean )
  ),
  Row Table( Grouping Columns( :By1, :By2 ) )
 )
);

obj << Make into Data Table;
nw = New Window ("Bivarate By2 Fit",
 V List Box(
  Fit Group(
   Biv = Bivariate(
    SendToByGroup( {:By1 == "By1 Variable 1"} ),
    SendToByGroup( {:By1 == "By1 Variable 1"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 1", Platform Index( 2 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 1", Platform Index( 3 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 2"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 2", Platform Index( 2 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 2", Platform Index( 3 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 3"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 3", Platform Index( 2 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 3", Platform Index( 3 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 4"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 4", Platform Index( 2 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 4", Platform Index( 3 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 5"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 5", Platform Index( 2 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 5", Platform Index( 3 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 6"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 6", Platform Index( 2 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 6", Platform Index( 3 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 7"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 7", Platform Index( 2 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 7", Platform Index( 3 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 8"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 8", Platform Index( 2 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 8", Platform Index( 3 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    X( :Name( "Mean(Y)" ) ),
    Fit Line( {Line Color( {212, 73, 88} )} ),
    By( :By1 )
   )
  ) 
 )
);
Report ( Biv[1] ) ["Parameter Estimates"][Table Box(1)] << Make Combined Data Table;
dt = current data table ();
obj = dt << Split(
 Split By( :Term ),
 Split( :Y, :By1, :Estimate ),
 Remaining Columns( Drop All ),
 Sort by Column Property
);
New Column( "By2", Numeric, Continuous );
:"By2" << Format( "Percent", ,2 );
:"Estimate Mean(Y)" << Set Name ("Estimate Mean");
dt = current data table();
col =Column(dt, "By2");
col << Set Formula (:Estimate Mean() / :Estimate Intercept);
obj = dt << Tabulate(
 Add Table(
  Column Table(
   Grouping Columns( :By1 Intercept ),
   Analysis Columns( :By2 )
  ),
  Row Table( Grouping Columns( :Y Intercept ) )
 )
);

obj << Make into Data Table;

 

 

自动化和脚本编写数据混合和清理回复：使我的脚本更加用户友好

我弄清楚了打开和关闭函数，但仍然无法弄清楚如何从打开的文件 By1 列中的数据自动填充 Fit Group 部分中的 By1 变量。

 

有什么建议么？下面更新了脚本

 

dt1 = Open(
 Pick File("Select JMP File",
 "$Documents",
 {"JMP Files|jmp", "All Files|*"},
 1,
 0 
 )
);

obj1 = dt1 << Tabulate(
 Add Table(
  Column Table(
   Analysis Columns( :X1, :Y, :X2, :X3 ),
   Statistics( Mean )
  ),
  Row Table( Grouping Columns( :By1, :By2 ) )
 )
); 

obj1 << Make into Data Table;
dt2 = current data table();
Close (dt1);

nw1 = New Window ("Bivarate Fit",
 V List Box(
  Fit Group(
   Biv = Bivariate(
    SendToByGroup( {:By1 == "Series-1"} ),
    SendToByGroup( {:By1 == "Series-1"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "Series-1", Platform Index( 2 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup(
     {:By1 == "Series-1", Platform Index( 3 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 2"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 2", Platform Index( 2 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 2", Platform Index( 3 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 3"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 3", Platform Index( 2 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 3", Platform Index( 3 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 4"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 4", Platform Index( 2 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 4", Platform Index( 3 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 5"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 5", Platform Index( 2 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 5", Platform Index( 3 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 6"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 6", Platform Index( 2 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 6", Platform Index( 3 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 7"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 7", Platform Index( 2 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 7", Platform Index( 3 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 8"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 8", Platform Index( 2 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 8", Platform Index( 3 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 9"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 9", Platform Index( 2 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 9", Platform Index( 3 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    SendToByGroup( {:By1 == "By1 Variable 10"}, Y( :Name( "Mean(X1)" ) ) ),
    SendToByGroup(
     {:By1 == "By1 Variable 10", Platform Index( 2 )},
     Y( :Name( "Mean(X2)" ) )
    ),
    SendToByGroup(
     {:By1 == "By1 Variable 10", Platform Index( 3 )},
     Y( :Name( "Mean(X3)" ) )
    ),
    X( :Name( "Mean(Y)" ) ),
    Fit Line( {Line Color( {212, 73, 88} )} ),
    By( :By1 )
   )
  ) 
 )
);

Report ( Biv[1] ) ["Parameter Estimates"][Table Box(1)] << Make Combined Data Table;
dt3 = current data table ();
obj2 = dt3 << Split(
 Split By( :Term ),
 Split( :Y, :By1, :Estimate ),
 Remaining Columns( Drop All ),
 Sort by Column Property
);
New Column( "By2", Numeric, Continuous );
:"By2" << Format( "Percent", ,2 );
:"Estimate Mean(Y)" << Set Name ("Estimate Mean");

Close (dt3);

dt4 = current data table();
col =Column(dt4, "By2");
col << Set Formula (:Estimate Mean() / :Estimate Intercept);
obj3 = dt4 << Tabulate(
 Add Table(
  Column Table(
   Grouping Columns( :By1 Intercept ),
   Analysis Columns( :By2 )
  ),
  Row Table( Grouping Columns( :Y Intercept ) )
 )
);

obj 3 << Make Into Data Table;
Close (dt4);

dt = current data table();
If( dt << Save( "" ),
 Write( "\!nsaved to " || (dt << GetPath) ),
 Write( "\!nsave canceled" )
);