How do I export a missing string variable to a json file as null rather than ""?
SAS Code:
data mydata;
INFILE DATALINES DLM='|';
Length CODE 3 Name $ 50;
Input CODE Name;
datalines;
11|Bob
12|Joe
13|Larry
;
run;
data newdata;
length status $2.;
format status $2.;
informat status $2.;
set mydata;
if name = "Joe" then
do;
status=.;
code=.;
end;
else status='Y';
run;
proc json out="P:\newdata.json" pretty NOSASTAGS;
export newdata;
run;
Here's what the exported json looks like:
[
{
"status": "Y",
"CODE": 11,
"Name": "Bob"
},
{
"status": "",
"CODE": null,
"Name": "Joe"
},
{
"status": "Y",
"CODE": 13,
"Name": "Larry"
}
]
Here's what I want (i.e. status for Joe should be null rather than "":
[
{
"status": "Y",
"CODE": 11,
"Name": "Bob"
},
{
"status": null,
"CODE": null,
"Name": "Joe"
},
{
"status": "Y",
"CODE": 13,
"Name": "Larry"
}
]
not sure if it could work.
make a format for it>
proc format;
value $fmt
' '='null' ;
run;
......
format status $fmt. ;
Thanks, but this doesn't seem to work for me. Status is exporting as " ." in the json file but I actually need it to be null.
You can trick it by converting your character variables into numeric variables with formats attached.
Here is a little example that actually dynamically defines the format from the data.
data mydata;
infile DATALINES dsd DLM='|' truncover;
length CODE 8 Name $50 Status 8;
input CODE Name Status;
datalines;
11|Bob|1
12||2
13|Larry|.
;
proc sql noprint;
create table names as
select put(monotonic(),8.-L) as number,name
from (select distinct name from mydata
where not missing(name))
;
create table formats as
select distinct 'to_char' as fmtname,'N' as type,number as start,name as label
from names
union
select distinct 'to_num' as fmtname,'I' as type,name as start,number as label
from names
;
quit;
proc format cntlin=formats; run;
data for_json;
set mydata (rename=(name=old_name));
name=input(old_name,to_num.);
format name to_char.;
drop old_name;
run;
filename json temp;
proc json out=json pretty NOSASTAGS fmtnumeric;
export for_json;
run;
[ { "CODE": 11, "Status": 1, "name": "Bob" }, { "CODE": 12, "Status": 2, "name": null }, { "CODE": 13, "Status": null, "name": "Larry" } ] NOTE: 17 records were read from the infile JSON. The minimum record length was 1. The maximum record length was 19.
just the solution I was looking for. Worked like a charm! Thanks Tom 🙂
This is a nice trick, but it is not going to be very efficient for very large datasets with lots of character data. I wish SAS supported null for missing character data in JSON.
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