I have the following data:
ID CLASS VALUE 1 NHB 700905.7243 1 HBW 164216.1311 1 HBO 700905.7243 2 NHB 146023.3792 2 HBW 89543.2972 2 HBO 82152.072 3 NHB 1409818.328 3 HBW 220430.7922 3 HBO 323512.9391 4 NHB 48711.3814 4 HBW 163385.1575 4 HBO 363352.3441
That I want to reorganize as:
ID HBO HBW NHB 1 700905.7243 164216.1311 700905.7243 2 82152.072 89543.2972 146023.3792 3 323512.9391 220430.7922 1409818.328 4 363352.3441 163385.1575 48711.3814
Please note that the values in columns HBW, HBO and NHB are totals (sum).
Here is the script I am using to create the output:
-- CREATE EXTENSION tablefunc; SELECT * FROM CROSSTAB ( 'SELECT _tlfd.id, _tlfd."class", _tlfd."value" FROM public._tlfd WHERE _tlfd."class" = ''HBW'' or _tlfd."class" = ''HBO'' or _tlfd."class" = ''NHB'' ORDER BY 1,2' ) AS ( "class" int, "HBW" text, "HBO" text, "NHB" text, --"Purpose" varchar, "value" double precision );
When I run the script I get this error:
ERROR: return and sql tuple descriptions are incompatible.
I am not sure what this means and how to correct the error. Can someone please let me know:
- What am I doing wrong in the script?
- Will my script produce the desired output?
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Answer
This works for me on Postgres 9.3:
SELECT * FROM crosstab ( $$SELECT id, class, "value" FROM _tlfd WHERE class = ANY ('{HBW, HBO, NHB}') ORDER BY 1,2$$ ) AS t ( class int, -- needs a table alias! "HBW" float8, -- resulting columns are double precision! "HBO" float8, "NHB" float8 --"value" double precision-- column does not exist in result! );
Produces the desired output.
Essential changes
- the table alias (bold
t
) - the removed surplus column
"value"
- the correct data type for your data columns (
double precision
a.k.a.float8
)
The rest is a matter of taste and style. I wouldn’t use value
as column name though, since it is a reserved word in SQL.
Basics for crosstab()
queries here: