下面是用于进行预测然后创建excel输出的SAS代码,一旦输出存储在excel文件中,我调用VBA宏来为每个excel文件和每张工作簿生成一个图表
在SAS宏中我已经为我的excel文件定义了一个输出路径,我希望在VBA宏中使用相同的路径而不使其成为固定值,所以如果我运行这个sas代码以获得不同位置的输出我的VBA从sas宏变量中获取该路径。
/* SAS Code below */
%macro forcaseting(lib,dsn);
options fmtsearch=(sasuser work);
proc sql noprint;
select distinct name INTO :VAR_NAME SEPARATED BY '|'
from dictionary.columns
where
UPCASE(libname) = "%upcase(&LIB.)"
AND
UPCASE(MEMNAME) = "%upcase(&DSN)"
AND
UPCASE(NAME) NE 'MONTH'
and
upcase(type) = 'NUM'
;
QUIT;
%put &var_name;
PROC DATASETS LIB=WORK NOLIST KILL;RUN;
PROC FORMAT;
PICTURE MNY
LOW - HIGH = '%b-%Y' (DATATYPE=DATE);
RUN;
%PUT &VAR_NAME.;
%let i = 1;
%do %while (%scan(&VAR_NAME.,&i,%str(|)) ne );
%let cur_var = %scan(&VAR_NAME.,&i,%str(|));
%put &cur_var.;
data %sysfunc(compress(A_&cur_var.,,kad));
set &LIB..&DSN.(keep= Month &cur_var.);
retain n 0;
if not missing(&cur_var.) and (&cur_var. gt 0) then n +1;
call symputx ("n",n,'l');
run;
%if %sysevalf(&n.) gt 5 %then %do;
/*Forecasting using HPF*/
proc hpf data=%sysfunc(compress(A_&cur_var.,,kad)) outfor=%sysfunc(compress(A_&cur_var._for,,kad))
outstat=%sysfunc(compress(A_&cur_var._stat,,kad))
lead=4;
id month interval=month;
forecast &cur_var./ model=bestall criterion=mape;
run;
Data _forecast;
length Deal_Name $ 60.;
set %sysfunc(compress(A_&cur_var._for,,kad));
Deal_Name = "&cur_var.";
if ACTUAL not in (0 .) then mape = abs((ACTUAL-PREDICT)/ACTUAL);
else mape=.;
format mape percent8.2;
run;
Data _Final_forecast (drop=_:) ;
length Deal_Name $ 60.;
set
%if %sysfunc(exist(_final_forecast)) %then %do;
_Final_forecast
%end;
/* %sysfunc(compress(A_&cur_var._for,,kad));*/
_forecast
;
run;
options nomprint nomlogic;
;
/*Forecasting using ARIMA*/
PROC ARIMA data=%sysfunc(compress(A_&cur_var.,,kad));
IDENTIFY VAR=&cur_var. ;
ESTIMATE p=1 q=1 ;/*input=per_BL_ACS */;
run;
forecast lead=4 id=month interval=month out=%sysfunc(compress(A_&cur_var._arima,,kad));
run;
quit;
/*Get Observation count of the above dataset */
%let dsid=%sysfunc(open(%sysfunc(compress(A_&cur_var._arima,,kad))));
%let num=%sysfunc(attrn(&dsid.,nlobs));
%let rc=%sysfunc(close(&dsid));
%if %eval(&num.) gt 1 %then %do;
ods tagsets.ExcelXP file="C:\Data\SASOutput\BPO\OUTPUT_PROC_ARIMA\&cur_var..xls" style=Normal
options (
sheet_label=' '
sheet_Name="&cur_var."
suppress_bylines='yes'
autofit_height='Yes'
autofilter='ALL'
frozen_headers='1'
orientation = 'Landscape'
);
data %sysfunc(compress(A_&cur_var._F,,kad));
set %sysfunc(compress(A_&cur_var._arima,,kad));
if &cur_var not in (. 0) then mape = abs((&cur_var-forecast)/&cur_var.);
else mape=.;
format mape percent8.2;
run;
proc print noobs;run;
ods tagsets.ExcelXP close;
;
%end;
%end;
%let i = %eval(&i.+1);
%end;
ods tagsets.ExcelXP file="C:\Data\SASOutput\BPO\OUTPUT_PROC_HPF\HPF.XLS" style=Normal
options (
sheet_interval='bygroup'
sheet_label=' '
suppress_bylines='yes'
autofit_height='Yes'
autofilter='ALL'
frozen_headers='1'
orientation = 'Landscape'
);
proc sort data=_Final_forecast;
by Deal_Name;
run;
proc print data=_Final_forecast noobs ;
by Deal_Name;
run;
ods tagsets.ExcelXP close;
;
/*Create Graph for each of the above file using two VBA CODES */
/*Intiate Excel */
OPTIONS NOXWAIT NOXSYNC;
DATA _NULL_;
RC=SYSTEM('START EXCEL');
RC=SLEEP(5);
RUN;
/*Call VBA macro to create graph for each excel file and for each sheet*/
filename sas2xl dde 'excel|system';
data _null_;
file sas2xl;
put "[open(""C:\VbaTrustedLocation\Arima_template.xlsm"", 0 , true)]";
put "[run(""create_Arima_Chart"")]";
put "[run(""create_Hpf_Chart"")]";
*put '[save.as("C:\Data\SASOutput\BPO\OUTPUT_PROC_ARIMA\acosta1.xls")]';
put '[file.close(false)]';
put '[quit()]';
run;
%mend forcaseting;
/* VB MACRO CODE BELOW */
Sub create_Arima_Chart()
Dim StrFile As String
Dim cell As Range, strTemp As String, c As Variant
Dim sh As Worksheet
Dim i As Integer
Application.ScreenUpdating = False
Application.Calculation = xlCalculationManual
StrFile = Dir("C:\Data\SASOutput\BPO\OUTPUT_PROC_ARIMA\*.xls") ' Looks up each file with CSV extension
Do While Len(StrFile) > 0 ' While the file name is greater then nothing
Workbooks.Open Filename:="C:\Data\SASOutput\BPO\OUTPUT_PROC_ARIMA\" & StrFile ' Open current workbook
For Each sh In ThisWorkbook.Worksheets
For i = 1 To Worksheets.Count
Worksheets(i).Activate
For Each cell In Intersect(Range("A1:H30"), ActiveSheet.UsedRange)
strTemp = cell.Value
For Each c In Array("XZ")
strTemp = strTemp & Range(c & cell.Row).Value
Next c
If Trim(strTemp) = "." Then
cell.ClearContents
End If
Next cell
Columns("A:H").ColumnWidth = 9.57
ActiveSheet.Shapes.AddChart.Select ' Add a chart
ActiveChart.ChartType = xlLine ' Add a chart type
ActiveChart.SetSourceData Source:=Range("$A1:$C1", Range("$A1:$C1").End(xlDown)) ' Set the source range to be the used cells in A:B on the open worksheet
With ActiveChart.Parent
.Height = .Height * 1 'Increase Height by 50%
.Width = .Width * 1.2 'Increase Width by 50%
.Top = 20
.Left = 450
End With
With ActiveChart
.Legend.Select
Selection.Position = xlBottom
.Axes(xlValue).MajorGridlines.Select
Selection.Delete
End With
'Note the setting of the source will only work while there are no skipped blank if you
'have empty rows in the source data please tell me and i can provide you with another
' way to get the information
Next i
Next sh
Application.DisplayAlerts = False
ActiveWorkbook.SaveAs Filename:="C:\Data\SASOutput\BPO\OUTPUT_PROC_ARIMA\output\" & StrFile, _
FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False ' Save file as excel xlsx with current files name
ActiveWorkbook.Close ' Close when finished before opening next file this can be removed if you'd like to keep all open for review at the end of loop.
Application.DisplayAlerts = True
Application.Calculation = xlCalculationAutomatic
Application.ScreenUpdating = True
StrFile = Dir ' Next File in Dir
Loop
End Sub
Sub create_Hpf_Chart()
Dim StrFile As String
Dim cell As Range, strTemp As String, c As Variant
Dim sh As Worksheet
Dim i As Integer
Application.ScreenUpdating = False
Application.Calculation = xlCalculationManual
StrFile = Dir("C:\Data\SASOutput\BPO\OUTPUT_PROC_HPF\*.xls") ' Looks up each file with CSV extension
Do While Len(StrFile) > 0 ' While the file name is greater then nothing
Workbooks.Open Filename:="C:\Data\SASOutput\BPO\OUTPUT_PROC_HPF\" & StrFile ' Open current workbook
For Each sh In ThisWorkbook.Worksheets
For i = 1 To Worksheets.Count
Worksheets(i).Activate
For Each cell In Intersect(Range("A1:H30"), ActiveSheet.UsedRange)
strTemp = cell.Value
For Each c In Array("XZ")
strTemp = strTemp & Range(c & cell.Row).Value
Next c
If Trim(strTemp) = "." Then
cell.ClearContents
End If
Next cell
Columns("A:H").ColumnWidth = 9.57
ActiveSheet.Shapes.AddChart.Select ' Add a chart
ActiveChart.ChartType = xlLine ' Add a chart type
ActiveChart.SetSourceData Source:=Range("$A1:$C1", Range("$A1:$C1").End(xlDown)) ' Set the source range to be the used cells in A:B on the open worksheet
With ActiveChart.Parent
.Height = .Height * 1 'Increase Height by 50%
.Width = .Width * 1.2 'Increase Width by 50%
.Top = 20
.Left = 450
End With
With ActiveChart
.Legend.Select
Selection.Position = xlBottom
.Axes(xlValue).MajorGridlines.Select
Selection.Delete
End With
'Note the setting of the source will only work while there are no skipped blank if you
'have empty rows in the source data please tell me and i can provide you with another
' way to get the information
Next i
Next sh
Application.DisplayAlerts = False
ActiveWorkbook.SaveAs Filename:="C:\Data\SASOutput\BPO\OUTPUT_PROC_ARIMA\output\" & StrFile, _
FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False ' Save file as excel xlsx with current files name
ActiveWorkbook.Close ' Close when finished before opening next file this can be removed if you'd like to keep all open for review at the end of loop.
Application.DisplayAlerts = True
Application.Calculation = xlCalculationAutomatic
Application.ScreenUpdating = True
StrFile = Dir ' Next File in Dir
Loop
End Sub
/*%forcaseting(bpo,ATTRITION_MONTHWISE_MAY_FORECAST);*/
答案 0 :(得分:0)
我在创建DOS脚本时遇到了同样的问题,我提出的解决方案(可能适用于此处)是使用编码到脚本中的参数创建脚本,只需调用脚本本身。
希望有所帮助。
答案 1 :(得分:0)
我会在方法上做一些改变。我会创建一个接受命令行参数的独立VBScript,而不是使用VBA宏来制作电子表格。由于VBS和VBA具有显着的重叠,因此语法基本相同。 VBS命令行参数是从0开始的位置和索引,并被引用为WScript.Arguments(0)
等。然后在您的SAS程序中,只需在创建输出文件后执行此操作:
options xsync noxwait;
data _null_;
shell = 'C:\Windows\SysWOW64\cscript.exe';
script = '"C:\Path-to-your-VBS\script.vbs"';
args = "¯ovar";
call system(catx(' ', shell, script, args));
run;
xsync
选项告诉SAS在继续执行程序之前等待VBScript完成。 noxwait
选项告诉SAS在不提示您的情况下运行命令行垃圾。
如果你有64位操作系统和32位Microsoft Office(和我一样),你可能需要使用C:\Windows\SysWOW64\cscript.exe
而不是默认的cscript.exe
来运行VBS。
我倾向于避免使用SAS的DDE。我个人认为这是一种更清洁的方法。这也消除了对支持宏的Excel工作簿的需要,因为格式化是通过VBScript在Excel之外完成的。