SQLite long to wide formats?
I wonder if there is a canonical way to conve开发者_C百科rt data from long to wide format in SQLite (is that operation usually in the domain of relational databases?). I tried to follow this example for MySQL but I guess SQLite does not have the same IF construct... Thanks!
IF
is a non-standard MySQL extension. It's better to always use CASE
which is standard SQL and works in all compliant databases, including SQLite and MySQL (and MSSQL, Oracle, Postgres, Access, Sybase... and on and on).
Here's an example of how to do the same query with CASE
:
SELECT Country,
MAX(CASE WHEN Key = 'President' THEN Value ELSE NULL END) President,
MAX(CASE WHEN Key = 'Currency' THEN Value ELSE NULL END) Currency
FROM Long
GROUP BY Country
ORDER BY Country;
Here's another way to represent the same query using joins. I think this is probably more efficient, but it assumes there's only one record for each key value within each group (the CASE
version does too, but will not result in extra rows if that's not true, just less-than-predictable results).
SELECT
D.Country,
P.Value President,
C.Value Currency
FROM
(
SELECT DISTINCT Country
FROM Long
) D
INNER JOIN
( SELECT Country, Value
FROM Long
WHERE Key = 'President'
) P
ON
D.Country = P.Country
INNER JOIN
( SELECT Country, Value
FROM Long
WHERE Key = 'Currency'
) C
ON
D.Country = C.Country
ORDER BY
D.Country;
And for the record, here's the DDL and test data I was using:
CREATE TABLE Long (ID INTEGER PRIMARY KEY AUTOINCREMENT, Country TEXT, Key TEXT, Value TEXT);
INSERT INTO Long VALUES (NULL, 'USA', 'President', 'Obama');
INSERT INTO Long VALUES (NULL, 'USA', 'Currency', 'Dollar');
INSERT INTO Long VALUES (NULL, 'China', 'President', 'Hu');
INSERT INTO Long VALUES (NULL, 'China', 'Currency', 'Yuan');
As an update to the excellent answer above (being a generalizable solution), and referencing the example cited in the OP, SQLite introduced the IIF()
function in version 3.32.0:
iif(X,Y,Z)
The
iif(X,Y,Z)
function returns the value Y if X is true, and Z otherwise. Theiif(X,Y,Z)
function is logically equivalent to and generates the same bytecode as the CASE expressionCASE WHEN X THEN Y ELSE Z END
.
Using the accepted answer's DDL, the following query:
SELECT Country,
MAX( IIF(key='President', Value, NULL)) President,
MAX( IIF(key='Currency', Value, NULL)) Currency
FROM Long
GROUP BY Country;
... should reshape the long format:
┌────┬─────────┬───────────┬────────┐
│ ID │ Country │ Key │ Value │
├────┼─────────┼───────────┼────────┤
│ 1 │ USA │ President │ Obama │
│ 2 │ USA │ Currency │ Dollar │
│ 3 │ China │ President │ Hu │
│ 4 │ China │ Currency │ Yuan │
└────┴─────────┴───────────┴────────┘
... to the wide format:
┌─────────┬───────────┬──────────┐
│ Country │ President │ Currency │
├─────────┼───────────┼──────────┤
│ China │ Hu │ Yuan │
│ USA │ Obama │ Dollar │
└─────────┴───────────┴──────────┘
Here we have transposed rows and columns.
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