My loop is only making 1 iteration. I am supposed to create three macro variables: var1 = Month1, var2 = Month2, and var3 = Month3 if qtr = qtr1. My loop is only creating var1 = Month1 and I = 1 when I checked it with a Put statement. It is only making one iteration, so I'm not sure what I am doing wrong.
%Let qtr = qtr1;
%Macro Firstqtr(qtr);
%Let I = 1;
%If &qtr = qtr1 %then %do %until (&I > 3);
%Let var&I = Month&I;
%let I = %eval(&I + 1);
%end;
%Mend Firstqtr;
%Firstqtr(qtr);
Your %DO loop will never run given the input you made for the QTR parameter to your macro. You can turn on MLOGIC to see this.
1228 options mlogic;
1229 %Firstqtr(qtr);
MLOGIC(FIRSTQTR): Beginning execution.
MLOGIC(FIRSTQTR): Parameter QTR has value qtr
MLOGIC(FIRSTQTR): %LET (variable name is I)
MLOGIC(FIRSTQTR): %IF condition &qtr = qtr1 is FALSE
MLOGIC(FIRSTQTR): Ending execution.
If you want to pass in qtr1 as the value either hard code it in the macro call.
%Firstqtr(qtr1);
Or you could make your call pass in the macro variable you defined earlier.
%let qtr=qtr1;
%Firstqtr(&qtr);
It might make this distinction between the parameter's value and the value of an external macro variable with the same name clearer if you call the macro using named parameters. Note: you can use parameter names in the macro call even for parameters that were defined as positional in the macro definition.
%Firstqtr(qtr=&qtr);
option mprint;
%global qtr;
%Let qtr = qtr1;
%Macro Firstqtr(qtr);
%Let I = 1;
%If &qtr = &qtr %then %do %until (&I > 3);
%Let var&I = Month&I;
%let I = %eval(&I + 1);
%end;
%put &var1 &var2 &var3;
%Mend Firstqtr;
%Firstqtr(qtr);
You have to declare qtr as Global variable then only the if condition will be pass.
The issue is one of macro variable scope. qtr is defined both globally (line1) and locally (as a macro parameter) so the local (empty) one is used instead.
Try passing it through in your parameter as follows:
%Let qtr = qtr1;
%Macro Firstqtr(qtr);
%Let I = 1;
%If &qtr = qtr1 %then %do %until (&I > 3);
%global var&i;
%Let var&I = Month&I;
%put var&i=&&var&i;
%let I = %eval(&I + 1);
%end;
%mend Firstqtr;
%Firstqtr(&qtr);
Be aware that the variables you are creating would have local scope - to make them global, you declare them as such (%global statement).
Related
I'm trying to run some code which will hopefully concatenate multiple months or years worth of data. I am trying to figure out when a field was populated with a value. I.e. there is field XYZ in my data set and it is populated with value A in November 2016. If I run my code from Jan - Dec I would like a new field populated with the date that SAS encounters a non-blank value in that field.
Here's my code:
options mprint symbolgen source mlogic merror syntaxcheck ;
%macro append_monthly(iStart_date=, iEnd_date=);
%local tmp_date i;
%let tmp_date = %sysfunc(intnx(month,&iStart_date,0,beginning)) ;
%do %while (&tmp_date le &iEnd_date);
%let i = %sysfunc(sum(&tmp_date),yymmn4.);
%put &i.;
%let tmp_date = %sysfunc(intnx(month,&tmp_date,1,beginning)) ;
libname note "my.qualifiers.fords.note&i." disp=shr;
data new ;
set note.file ;
%if ln_note_crbur_date_delinq ne '' %then spc_cmt_date = &i.;
run;
%end;
%mend;
%append_monthly(iStart_date=%sysfunc(mdy(5,1,2016)), iEnd_date=%sysfunc(mdy(10,1,2016)) );
LIBNAME _ALL_ CLEAR;
Here's a sample from log with errors :
SYMBOLGEN: Macro variable TMP_DATE resolves to 20606
SYMBOLGEN: Macro variable IEND_DATE resolves to 20728
MLOGIC(APPEND_MONTHLY): %DO %WHILE(&tmp_date le &iEnd_date) condition is TRUE; loop will iterate again.
MLOGIC(APPEND_MONTHLY): %LET (variable name is I)
SYMBOLGEN: Macro variable TMP_DATE resolves to 20606
MLOGIC(APPEND_MONTHLY): %PUT &i.
SYMBOLGEN: Macro variable I resolves to 1606
1606
MLOGIC(APPEND_MONTHLY): %LET (variable name is TMP_DATE)
SYMBOLGEN: Macro variable TMP_DATE resolves to 20606
MPRINT(APPEND_MONTHLY): spc_cmt_date = 1605 run;
SYMBOLGEN: Macro variable I resolves to 1606
MPRINT(APPEND_MONTHLY): libname note "my.qualifiers.fords.note1606" disp=shr;
ERROR: Unable to clear or re-assign the library NOTE because it is still in use.
ERROR: Error in the LIBNAME statement.
NOTE: The SAS System stopped processing this step because of errors.
WARNING: The data set WORK.NEW may be incomplete. When this step was stopped there were 0 observations and 622 variables.
WARNING: Data set WORK.NEW was not replaced because this step was stopped.
NOTE: The DATA statement used 0.01 CPU seconds and 49483K.
NOTE: The address space has used a maximum of 4292K below the line and 240388K above the line.
I can't figure out why this isn't working. Maybe this could work using Proc append.
Basically, I just want my output with a field that returns a date in the form of YYMM for when field ln_note_crbur_date_delinq was non-blank.
Any help would be greatly appreciated
I'd guess the reason for your error is that the handle is not being cleared on your source file before the next libname statement tries to re-assign.
An easy fix would be to use a different alias (libref) each time, as follows:
libname note&i "my.qualifiers.fords.note&i." disp=shr;
Then adjust your data step like so:
data new ;
set note&i..file ;
The next part appears to be confusion between macro logic and data step. Simply remove the % symbols as follows:
if ln_note_crbur_date_delinq ne '' then spc_cmt_date = &i.;
Finally, add a proc append before the %end as follows:
proc append base=work.final data=new; run;
If work.final does not exist, it will be created in the same format as new.
EDIT:
following discussion in comments, here is a revised approach:
%macro append_monthly(iStart_date=, iEnd_date=);
%local tmp_date i set_statement;
%let tmp_date = %sysfunc(intnx(month,&iStart_date,0,beginning)) ;
%do %while (&tmp_date le &iEnd_date);
%let i = %sysfunc(sum(&tmp_date),yymmn4.);
%let tmp_date = %sysfunc(intnx(month,&tmp_date,1,beginning)) ;
%let set_statement=&set_statement &i..file;
libname note&i "my.qualifiers.fords.note&i." disp=shr;
%end;
data new ;
set &set_statement;
if ln_note_crbur_date_delinq ne '' then spc_cmt_date = &i.;
run;
%mend;
%append_monthly(iStart_date=%sysfunc(mdy(5,1,2016)), iEnd_date=%sysfunc(mdy(10,1,2016)) );
LIBNAME _ALL_ CLEAR;
%let enddt = intnx('month',today(),0);
%let data = DataName_%sysfunc(intnx(month,%sysfunc(date()),-1),yymmn6);
%let intdt = intnx('month',today(),-7);
%let start = intnx('month',today(),-25);
How can I write the other 3 macro variables based on the first one (enddt)
For example, As of today, intdt=enddt-7, start=enddt-25. Data=DataName_201604.
If I change the enddt to intnx('month',today(),-1), then the other three will automatically changed. intdt=enddt-7, start=enddt-25. Data=DataName_201603.
Now if I want the date go back to 2 month, I have to do it manually like this:
%let enddt = intnx('month',today(),-2);
%let data = DataName_%sysfunc(intnx(month,%sysfunc(date()),-3),yymmn6);
%let intdt = intnx('month',today(),-9);
%let start = intnx('month',today(),-27);
If I understand you correctly, you want to loop over a date range with your 4 variables fixed time distances apart from each other. You need to create a macro function that redefines the 4 variables each iteration, something like this should get you on the right track:
%macro dateloop();
%do i=0 %to 10;
%let enddt = %sysfunc(intnx(month,%sysfunc(date()),-&i),yymmn6);
%let data = DataName_%sysfunc(intnx(month,%sysfunc(date()),-&i-1),yymmn6);
%let intdt = %sysfunc(intnx(month,%sysfunc(date()),-&i-7),yymmn6);
%let start = %sysfunc(intnx(month,%sysfunc(date()),-&i-25),yymmn6);
%put enddt = &enddt, data = &data, intdt = &intdt, start = &start;
/**** do your work here ****/
%end;
%mend;
%dateloop();
Your issue is that you're not setting intdt and start to have anything to do with enddt. Try replacing "today()" with "&enddt."
For example:
%let intdt = intnx('month',&enddt.,-7);
I started to learn %macro in SAS and now I'm trying to implement simple bootstrap with histogram as an output.
/*Create K data sets(vectors)*/
%macro datasets(K);
%do i=1 %to &K;
data indata&i;
%do j = 1 %to 50;
x=(rand('normal',2,9));
output;
%end;
run;
%end;
%mend datasets;
%datasets(3);
/*Bootstrap and hist*/
%macro boot (data,res);
%do i=1 %to &res;
%let x = (sample(&data,50));
%let m = (mean(&x));
%end;
proc iml;
read &m into A;
create DataM from A;
append from A;
close Data1;
quit;
proc univariate data=Data1;
histogram m;
run;
%mend boot;
%boot(Indata1,100);
It doesn't work and I can't understand why. Can you point me the mistake?
Use PROC SURVEYSELECT to generate bootstrap samples then do bootstrap analysis by Replication (a variable created by SURVEYSELECT). Your macro idea will be far too slow.
As mentioned use Proc SurveySelect and Proc Means. You can select all 100 samples in one Proc SurveySelect and then apply Proc Means with a BY statement to calculate the means in one step. Macro's don't add anything to the solution here.
I'm posting both solutions - the macro solution does take longer as well.
*Without macro;
proc surveyselect data=indata1 out=rsample method=srs n=50 reps=100;
run;
proc means data=rsample noprint;
by replicate;
var x;
output out=Data1 mean(x)=m;
run;
proc univariate data=Data1;
histogram m;
run;
*Macro solution;
%macro boot(data, res);
%do i=1 %to &res;
%*Currently pulls the same sample every time but you can fix that part;
proc surveyselect data=&data out=x method=srs n=50 reps=1 seed=343434;
run;
proc means data=x noprint;
var x;
output out=m mean(x)=m;
run;
proc append base=DataM data=m;
run;
%end;
%mend;
%boot(Indata1,10);
Perhaps it will help if we outline some of the ways that the posted macro code does NOT work. If nothing else then as examples of things to avoid.
If the first macro , %datasets(), you are using a macro %DO loop where you should use a normal data step DO loop. Also make sure to define your local macro variables as local. This will prevent the macro from modifying the value of an existing macro variable with the same name.
/*Create K data sets(vectors)*/
%macro datasets(K);
%local i ;
%do i=1 %to &K;
data indata&i;
do j = 1 to 50;
x=(rand('normal',2,9));
output;
end;
drop j;
run;
%end;
%mend datasets;
In the second macro you have a %DO loop that does nothing.
%do i=1 %to &res;
%let x = (sample(&data,50));
%let m = (mean(&x));
%end;
You repeat the exact same %LET statements multiple times. The result does not change since the loop variable i is not referenced at all. If you called the macro with data=indata1 then the result of the two statements will be that X=(sample(indata1,50)) and that M=(mean((sample(indata1,50)))). I think that perhaps you intended that the strings sample and mean might take some action, but since they have no macro triggers (& or %) they are just streams of characters to the macro processor.
I am not an expert on IML, but those statements also do not look like they are doing much.
In SAS I can use this handy snippet to do something like this.
%let listofvars = work.apples work.bananas work.oranges;
%let var_no = 1;
%let var = %scan(&listofvars, &var_no, ' ');
%do %while (&var ne);
proc sort data = &var;
by id;
run;
%let var_no = %eval(&var_no +1);
%let var = %scan(&listofvars, &var_no, ' ');
%end;
To sort each of those datasets.
I'd quite like to reduce the snippet to a loop macro, so I can do something like this:
%let setlist = work.apples work.bananas work.oranges;
%macro mymacro(dataset);
proc sort data = &dataset.
by id;
run;
%mend;
%loop(&setlist, mymacro);
/*the loop macro will know to pass the &var. in as a arguement to the macro*/
This will make for much better code readability.
Is this possible?
Yes. The name macro routine can be a macro. Macros "write" SAS code for you.
%macro create(dataset);
data &dataset;
do i=1 to 10;
id=rannor(0);
output;
end;
run;
%mend;
%macro sort(dataset);
proc sort data=&dataset;
by id;
run;
%mend;
%macro loop(list,mcr);
%local i n val ;
%let n=%sysfunc(countw(&list));
%do i=1 %to &n;
%let val = %scan(&list,&i);
%&mcr(&val);
%end;
%mend;
%let sets = apples oranges pears;
options mprint;
%loop(&sets,create);
%loop(&sets,sort);
I have a macro variable like &a having value of (1234.45)*. I am trying to replace the ( and ) from the macro and replace them with a negative mark since its a negative number.
%let a=(1234.45)
Some of the options which I have appplied are
%macro test1;
%if %substr(&a,1,1) = '(' %then %do;
%let b=%substr(&a,1,'-')
%end;
%mend;
%test1
This is numeric conversion and best handled in a data step. If for some reason you really need a macro variable, use SYMPUT.
%let a=(1234.45);
data _null_;
x=input("&a.",comma10.);
call symputx("b",x);
run;
%put &=a &=b;