最近在网上看到一些关于批量读取文件的帖子,想到今后定会遇到,特作记录。
一.Filename
1.filename function语法
a.FILENAME(fileref <,file-name> <,device-type> <,’host-options’> <,dir-ref>)
帮助文档里面有着经典的例子:
**Example 1: Assigning a Fileref to an External File ; %let filrf=myfile; %let rc=%sysfunc(filename(filrf, physical-filename)); %if &rc ne 0 %then %put %sysfunc(sysmsg()); %let rc=%sysfunc(filename(filrf)); **Example 2: Assigning a System-Generated Fileref ; %let rc=%sysfunc(filename(fname, physical-filename)); %if &rc %then %put %sysfunc(sysmsg()); %else %do; *more macro statements; %end; **Example 3: Assigning a Fileref to a Pipe File. This example assigns the fileref MYPIPE to a pipe file with the output from the UNIX command LS, which lists the files in the directory /u/myid. Note that in a macro statement you do not enclose character strings in quotation marks.; %let filrf=mypipe; %let rc=%sysfunc(filename(filrf, %str(ls /u/myid), pipe));
2.filename statement语法
a.FILENAME fileref<device-type>'external-file' <options><operating-environment-options>;
b.FILENAME fileref<device-type><options><operating-environment-options>;
c.FILENAME fileref CLEAR | _ALL_ CLEAR;
d.FILENAME fileref LIST | _ALL_ LIST;
Yves DeGuire的一篇PPT中例举了几个例子来说明filename statement的几种功能:
**To access an external file on disk; filename copyin "&SASROOT\SAS 9.1\core\sample\contents.sas"; filename copyout disk"C:\temp\contents.sas"; data _null_; infile copyin sharebuffers; file copyout; input;put _infile_; run; **To create a temporary file that exists only as long as the filename is assigned.; filename copyin"&SASROOT\SAS 9.1\core\sample\contents.sas"; filename copyout temp; data _null_; infile copyin sharebuffers; file copyout; input; put _infile_; run;
除了temp外还有一些options,例如dummy可以提供一个空的文件或将结果输出到文件,clipbrd 可以从主机上的剪贴板读取数据或将数据写入剪贴板,pipe则可以将数据写入pipe或从中读取数据,catalog可以将SAS的目录定位到外部文件,email可以利用sas发送邮件,ftp和url则可以利用FTP和URL访问远程文件。
二 Pipe
首先pipe是什么,它是SAS中两中处理间的信息传输管道,其中存在两种Pipe,即:Unnamed pipe和Named pipe。后者主要处理SAS和其他软件间的信息交流,前者则可以用来调用外部代码或在不创建中间文件情况下更改输入、输出、报错等信息。这是利用主程序和子程序间的关系,其中filename 语句下面的是子程序。Unnamed Pipe 与filename一起使用可以用来解决涉及外部文件的很多问题,姑且算作Filename语句的一种延伸吧,语法如下:
filename <fileref> pipe “<command>”;
其中command是DOS命令,pipe将command里面的信息导入虚拟文件fileref里面,再在data步里面调用。例如我们需要读取电脑里面一个文件夹(D:\TEMP)下面所有的txt文件:
filename temp pipe "D:\TEMP\*.txt /b";
可以进一步将文件名导入宏变量进行进一步操作
data _null_; infile terms pad missover end=eof; input @1 filename $12.; call symput('file' || left(_n_),filename); if eof then call symput('nfiles',left(_n_)); run;
三 应用
国内很多sas论坛(如SASOR,MYSAS,人大经济论坛)都出现过批量导入的问题,以下几个帖子算是比较具有代表性的。
http://sasor.feoh.net/viewtopic.php?t=2916
http://sasor.feoh.net/viewtopic.php?t=4555
http://bbs.pinggu.org/thread-963079-2-1.html
http://bbs.pinggu.org/thread-424967-1-1.html
很多博客上面也都就类似问题进行了剖析,这方面的文章也不在少数,下面摘录一些个人认为具有代表性的案例:
1.读取文件夹下多个excel表格
options pageno=1 ; options mprint ; %let my_dir = d:\temp\ ; filename xcl_fil pipe "dir &my_dir.*.xls /b"; %MACRO Mult_Fil(PIPEin=,DSout=); %LOCAL i ; data _NULL_ ; infile &PIPEin end=last; retain k 0 ; k + 1 ; length f_name1 f_name2 $ 60 ; input f_name1 $ ; f_name2 = "&my_dir"||trim(left(f_name1)); ck = compress(put(k,3.)); * This will produce both the filename ; * and the path/filename ; call symput('F'||ck,trim(left(f_name1))); call symput('G'||ck,f_name2); * Now, a count of the number of files ; if last then call symput('TOT_FILZ',ck); run; * Create Dataset with Dummy Record ; data &dsout ; run; %DO i = 1 %TO &TOT_FILZ; proc import datafile="&&G&i" out=__test dbms=excel2000 replace; getnames=yes ; data __test ; set __test; * Save the name of the file this ; * data came from ; file = "&&F&i"; data &dsout ; * Stack the files ; set &dsout __test ; %END ; data &dsout ; set &dsout; * remove Dummy Record ; if _N_ = 1 then delete; run; %MEND Mult_Fil ; %mult_fil(PIPEin=xcl_fil,DSout=perm) proc print data=&syslast; title "Reading All Files"; run;
2.读取多个文本文件
/*Program by Xiamen University Zhichao.luo@gmail.com, Any comments are welcome*/ filename folder pipe 'dir C:\temp /b'; /*指定待获取文件名的文件夹*/ data file_list; length fname $13.; /*设定文件名的长度及变量名*/ infile folder truncover; /* 获取文件名 */ input fname $13.; /* 将文件名写入fname变量中*/ call symput ('num_files',_n_); /* 将文件数量保存到宏变量num_files中*/ run; /*创建宏列别*/ data importcsv; set file_list; filename= trim(fname); a='%importcsv('; b=','; c=')'; file "d:\temp\port.txt"; put a $ filename $c; run; /*导入数据*/ %macro importcsv(filename); data &filename; /*Rember to use double */ infile "c:\temp\&filename" delimiter =',' MISSOVER DSD firstobs=2; input var1 var2 var3; run; %mend; %include "D:\temp\port.txt";
对于变量不同的文件的读入问题,《A Macro for Reading Multiple Text Files》一文中有详细讨论。
参考文献:
<sas9.2 base dictionary>
<The FilenameRevisited>
<Using Unnamed Pipes to Simplify Access to External Files>
<So Many Files, So Little Time (or Inclination) to Type Their Names:Spreadsheets by the Hundreds>
更多相关文献:
《Reading a Pipe-Delimited File within a Comma-Delimited File》
《An Automated Method to Create a Descriptive Index for a Directory of SAS Programs》
《Dynamically allocating exported datasets by the combination of pipes and ‘X’ statement》
《Check out These Pipes: Using Microsoft Windows Commands from SAS®》
《Reading Compressed Text Files Using SAS® Software》
《Reading a Pipe-Delimited File within a Comma-Delimited File》
《Create Directory on Windows Without the Fleeting DOS Window》