... pivot (sum(A) for B in (X))
Now B is of datatype varchar2 and X is a string of varchar2 values separated by commas.
Values for X are select distinct values from a column(say CL) of same table. This way pivot query was working.
But the problem is that whenever there is a new value in column CL I have to manually add that to the string X.
I tried replacing X with select distinct values from CL. But query is not running.
The reason I felt was due to the fact that for replacing X we need values separated by commas.
Then i created a function to return exact output to match with string X. But query still doesn't run.
The error messages shown are like "missing righr parantheses", "end of file communication channel" etc etc.
I tried pivot xml instead of just pivot, the query runs but gives vlaues like oraxxx etc which are no values at all.
Maybe I am not using it properly.
Can you tell me some method to create a pivot with dynamic values?
You cannot put a dynamic statement in the PIVOT's IN statement without using PIVOT XML, which outputs some less than desirable output. However, you can create an IN string and input it into your statement.
First, here is my sample table;
myNumber myValue myLetter
---------- ---------- --------
1 2 A
1 4 B
2 6 C
2 8 A
2 10 B
3 12 C
3 14 A
First setup the string to use in your IN statement. Here you are putting the string into "str_in_statement". We are using COLUMN NEW_VALUE and LISTAGG to setup the string.
clear columns
COLUMN temp_in_statement new_value str_in_statement
SELECT DISTINCT
LISTAGG('''' || myLetter || ''' AS ' || myLetter,',')
WITHIN GROUP (ORDER BY myLetter) AS temp_in_statement
FROM (SELECT DISTINCT myLetter FROM myTable);
Your string will look like:
'A' AS A,'B' AS B,'C' AS C
Now use the String statement in your PIVOT query.
SELECT * FROM
(SELECT myNumber, myLetter, myValue FROM myTable)
PIVOT (Sum(myValue) AS val FOR myLetter IN (&str_in_statement));
Here is the Output:
MYNUMBER A_VAL B_VAL C_VAL
---------- ---------- ---------- ----------
1 2 4
2 8 10 6
3 14 12
There are limitations though. You can only concatenate a string up to 4000 bytes.
You can't put a non constant string in the IN clause of the pivot clause.
You can use Pivot XML for that.
From documentation:
subquery A subquery is used only in conjunction with the XML keyword.
When you specify a subquery, all values found by the subquery are used
for pivoting
It should look like this:
select xmlserialize(content t.B_XML) from t_aa
pivot xml(
sum(A) for B in(any)
) t;
You can also have a subquery instead of the ANY keyword:
select xmlserialize(content t.B_XML) from t_aa
pivot xml(
sum(A) for B in (select cl from t_bb)
) t;
Here is a sqlfiddle demo
For later readers, here is another solution
https://technology.amis.nl/2006/05/24/dynamic-sql-pivoting-stealing-antons-thunder/
allowing a query like
select * from table( pivot( 'select deptno, job, count(*) c from scott.emp group by deptno,job' ) )
I am not exactly going to give answer for the question OP has asked, instead I will be just describing how dynamic pivot can be done.
Here we have to use dynamic sql, by initially retrieving the column values into a variable and passing the variable inside dynamic sql.
EXAMPLE
Consider we have a table like below.
If we need to show the values in the column YR as column names and the values in those columns from QTY, then we can use the below code.
declare
sqlqry clob;
cols clob;
begin
select listagg('''' || YR || ''' as "' || YR || '"', ',') within group (order by YR)
into cols
from (select distinct YR from EMPLOYEE);
sqlqry :=
'
select * from
(
select *
from EMPLOYEE
)
pivot
(
MIN(QTY) for YR in (' || cols || ')
)';
execute immediate sqlqry;
end;
/
RESULT
If required, you can also create a temp table and do a select query in that temp table to see the results. Its simple, just add the CREATE TABLE TABLENAME AS in the above code.
sqlqry :=
'
CREATE TABLE TABLENAME AS
select * from
USE DYNAMIC QUERY
Test code is below
-- DDL for Table TMP_TEST
--------------------------------------------------------
CREATE TABLE "TMP_TEST"
( "NAME" VARCHAR2(20),
"APP" VARCHAR2(20)
);
/
SET DEFINE OFF;
Insert into TMP_TEST (NAME,APP) values ('suhaib','2');
Insert into TMP_TEST (NAME,APP) values ('suhaib','1');
Insert into TMP_TEST (NAME,APP) values ('shahzad','3');
Insert into TMP_TEST (NAME,APP) values ('shahzad','2');
Insert into TMP_TEST (NAME,APP) values ('shahzad','5');
Insert into TMP_TEST (NAME,APP) values ('tariq','1');
Insert into TMP_TEST (NAME,APP) values ('tariq','2');
Insert into TMP_TEST (NAME,APP) values ('tariq','6');
Insert into TMP_TEST (NAME,APP) values ('tariq','4');
/
CREATE TABLE "TMP_TESTAPP"
( "APP" VARCHAR2(20)
);
SET DEFINE OFF;
Insert into TMP_TESTAPP (APP) values ('1');
Insert into TMP_TESTAPP (APP) values ('2');
Insert into TMP_TESTAPP (APP) values ('3');
Insert into TMP_TESTAPP (APP) values ('4');
Insert into TMP_TESTAPP (APP) values ('5');
Insert into TMP_TESTAPP (APP) values ('6');
/
create or replace PROCEDURE temp_test(
pcursor out sys_refcursor,
PRESULT OUT VARCHAR2
)
AS
V_VALUES VARCHAR2(4000);
V_QUERY VARCHAR2(4000);
BEGIN
PRESULT := 'Nothing';
-- concating activities name using comma, replace "'" with "''" because we will use it in dynamic query so "'" can effect query.
SELECT DISTINCT
LISTAGG('''' || REPLACE(APP,'''','''''') || '''',',')
WITHIN GROUP (ORDER BY APP) AS temp_in_statement
INTO V_VALUES
FROM (SELECT DISTINCT APP
FROM TMP_TESTAPP);
-- designing dynamic query
V_QUERY := 'select *
from ( select NAME,APP
from TMP_TEST )
pivot (count(*) for APP in
(' ||V_VALUES|| '))
order by NAME' ;
OPEN PCURSOR
FOR V_QUERY;
PRESULT := 'Success';
Exception
WHEN OTHERS THEN
PRESULT := SQLcode || ' - ' || SQLERRM;
END temp_test;
I used the above method (Anton PL/SQL custom function pivot()) and it done the job! As I am not a professional Oracle developer, these are simple steps I've done:
1) Download the zip package to find pivotFun.sql in there.
2) Run once the pivotFun.sql to create a new function
3) Use the function in normal SQL.
Just be careful with dynamic columns names. In my environment I found that column name is limited with 30 characters and cannot contain a single quote in it. So, my query is now something like this:
SELECT
*
FROM
table(
pivot('
SELECT DISTINCT
P.proj_id,
REPLACE(substr(T.UDF_TYPE_LABEL, 1, 30), '''''''','','') as Attribute,
CASE
WHEN V.udf_text is null and V.udf_date is null and V.udf_number is NOT null THEN to_char(V.udf_number)
WHEN V.udf_text is null and V.udf_date is NOT null and V.udf_number is null THEN to_char(V.udf_date)
WHEN V.udf_text is NOT null and V.udf_date is null and V.udf_number is null THEN V.udf_text
ELSE NULL END
AS VALUE
FROM
project P
LEFT JOIN UDFVALUE V ON P.proj_id = V.proj_id
LEFT JOIN UDFTYPE T ON V.UDF_TYPE_ID = T.UDF_TYPE_ID
WHERE
P.delete_session_id IS NULL AND
T.TABLE_NAME = ''PROJECT''
')
)
Works well with up to 1m records.
Looks like it became possible without extra development effort since Oracle 19c with introduction of SQL_MACRO (and possibly Polymorphic Table Functions, which I haven't use yet).
create table t as
select
trunc(level/5) as id
, chr(65+mod(level, 5)) as code
, level as val
from dual
connect by level < 10
create function f_pivot
return varchar2 SQL_MACRO(TABLE)
is
l_codes varchar2(1000);
begin
select listagg(
distinct '''' || code
|| ''' as ' || code, ',')
into l_codes
from t;
return
'select *
from t
pivot (
max(val) for code in (
' || l_codes || '))';
end;
/
select *
from f_pivot()
ID | B | C | D | E | A
-: | -: | -: | -: | -: | ---:
0 | 1 | 2 | 3 | 4 | null
1 | 6 | 7 | 8 | 9 | 5
The only issue (in case of SQL_MACRO approach) is that result set doen't change its structure during one session:
insert into t
values(1, 'Q', 100);
commit;
select *
from f_pivot()
ID | B | C | D | E | A
-: | -: | -: | -: | -: | ---:
0 | 1 | 2 | 3 | 4 | null
1 | 6 | 7 | 8 | 9 | 5
But in separate session it works fine:
select dbms_xmlgen.getxml('select * from f_pivot()') as v
from dual
V
<?xml version="1.0"?><ROWSET> <ROW> <ID>0</ID> <B>1</B> <C>2</C> <D>3</D> <E>4</E> </ROW> <ROW> <ID>1</ID> <B>6</B> <C>7</C> <D>8</D> <E>9</E> <A>5</A> <Q>100</Q> </ROW></ROWSET>
Using with function feature dynamic pivot may be used in-place without predefined function:
with function f_pivot1
return varchar2 SQL_MACRO(TABLE)
is
l_codes varchar2(1000);
begin
select listagg(distinct '''' || code || ''' as ' || code, ',')
into l_codes
from t;
return
'select *
from t
pivot (
max(val) for code in (
' || l_codes || '))';
end;
select *
from f_pivot1()
ID | B | C | D | E | A | Q
-: | -: | -: | -: | -: | ---: | ---:
0 | 1 | 2 | 3 | 4 | null | null
1 | 6 | 7 | 8 | 9 | 5 | 100
db<>fiddle here
You cannot put a dynamic statement in the PIVOT's IN statement without using PIVOT XML, but you can use small Technic to use dynamic statement in PIVOT. In PL/SQL, within a string value, two apostrophe is equal to one apostrophes.
declare
sqlqry clob;
search_ids varchar(256) := '''2016'',''2017'',''2018'',''2019''';
begin
search_ids := concat( search_ids,'''2020''' ); -- you can append new search id dynamically as you wanted
sqlqry :=
'
select * from
(
select *
from EMPLOYEE
)
pivot
(
MIN(QTY) for YR in (' || search_ids || ')
)';
execute immediate sqlqry;
end;
There’s no straightforward method for dynamic pivoting in Oracle’s SQL, unless it returns XML type results.
For the non-XML results PL/SQL might be used through creating functions of SYS_REFCURSOR return type
With Conditional Aggregation
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT LISTAGG( 'SUM( CASE WHEN job_title = '''||job_title||''' THEN 1 ELSE 0 END ) AS "'||job_title||'"' , ',' )
WITHIN GROUP ( ORDER BY job_title )
INTO v_cols
FROM ( SELECT DISTINCT job_title
FROM jobs j );
v_sql :=
'SELECT "HIRE YEAR",'|| v_cols ||
' FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
GROUP BY "HIRE YEAR"
ORDER BY "HIRE YEAR"';
OPEN v_recordset FOR v_sql;
DBMS_OUTPUT.PUT_LINE(v_sql);
RETURN v_recordset;
END;
/
With PIVOT Clause
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT LISTAGG( ''''||job_title||''' AS "'||job_title||'"' , ',' )
WITHIN GROUP ( ORDER BY job_title )
INTO v_cols
FROM ( SELECT DISTINCT job_title
FROM jobs j );
v_sql :=
'SELECT *
FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
PIVOT
(
COUNT(*) FOR job_title IN ( '|| v_cols ||' )
)
ORDER BY "HIRE YEAR"';
OPEN v_recordset FOR v_sql;
DBMS_OUTPUT.PUT_LINE(v_sql);
RETURN v_recordset;
END;
/
But there's a drawback with LISTAGG() that's coded ORA-01489: result of string concatenation is too long raises whenever the concatenated string within the first argument exceeds the length of 4000 characters. In this case, the query returning the value of v_cols variable might be replaced with the XMLELEMENT() function nested within XMLAGG() such as
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT RTRIM(DBMS_XMLGEN.CONVERT(
XMLAGG(
XMLELEMENT(e, 'SUM( CASE WHEN job_title = '''||job_title||
''' THEN 1 ELSE 0 END ) AS "'||job_title||'",')
).EXTRACT('//text()').GETCLOBVAL() ,1),',') AS "v_cols"
FROM ( SELECT DISTINCT job_title
FROM jobs j);
v_sql :=
'SELECT "HIRE YEAR",'|| v_cols ||
' FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
GROUP BY "HIRE YEAR"
ORDER BY "HIRE YEAR"';
DBMS_OUTPUT.put_line(LENGTH(v_sql));
OPEN v_recordset FOR v_sql;
RETURN v_recordset;
END;
/
unless the upper limit 32767 for VARCHAR2 type is exceeded. This last method might also be applied for the database with version prior to Oracle 11g Release 2 as they don't contain LISTAGG() function.
Btw, yet LISTAGG() function can be used during the checkout of the v_cols even for very long concatenated string generated without getting ORA-01489 error while the trailing part of the string is truncated through use of ON OVERFLOW TRUNCATE clause if the version for the database is 12.2+ such as
LISTAGG( <concatenated string>,',' ON OVERFLOW TRUNCATE 'THE REST IS TRUNCATED' WITHOUT COUNT )
The function can be invoked as
VAR rc REFCURSOR
EXEC :rc := Get_Jobs_ByYear;
PRINT rc
from SQL Developer's command line
or
BEGIN
:result := Get_Jobs_ByYear;
END;
from Test window of PL/SQL Developer in order to get the result
set.
Demo for generated queries
You can dynamically pivot data in a single SQL statement with the open source program Method4.Pivot.
After installing the package, call the function and pass in a SQL statement as a string. The last column of your SQL statement defines the values, and the second-to-last column defines the column names. The default aggregation function is MAX, which works well for common entity-attribute-value queries like this one:
select * from table(method4.pivot(
q'[
select 'A' name, 1 value from dual union all
select 'B' name, 2 value from dual union all
select 'C' name, 3 value from dual
]'
));
A B C
- - -
1 2 3
The program also supports different aggregation functions through the parameter P_AGGREGATE_FUNCTION, and allows for a custom column name order if you add a column named PIVOT_COLUMN_ID.
The package uses an Oracle Data Cartridge approach similar to Anton's pivot, but Method4.Pivot has several important advantages:
Regular open source program with a repo, installation instructions, license, unit tests, documentation, and comments - not just a Zip file on a blog.
Handles unusual column names.
Handles unusual data types, like floats.
Handles up to 1000 columns.
Provides meaningful error messages for common mistakes.
Handles NULL column names.
Handles 128-character column names.
Prevents misleading implicit conversion.
Hard-parses statements each time to catch underlying table changes.
But most users are still better off creating a dynamic pivot at the application layer or with the pivot XML option.
Related
... pivot (sum(A) for B in (X))
Now B is of datatype varchar2 and X is a string of varchar2 values separated by commas.
Values for X are select distinct values from a column(say CL) of same table. This way pivot query was working.
But the problem is that whenever there is a new value in column CL I have to manually add that to the string X.
I tried replacing X with select distinct values from CL. But query is not running.
The reason I felt was due to the fact that for replacing X we need values separated by commas.
Then i created a function to return exact output to match with string X. But query still doesn't run.
The error messages shown are like "missing righr parantheses", "end of file communication channel" etc etc.
I tried pivot xml instead of just pivot, the query runs but gives vlaues like oraxxx etc which are no values at all.
Maybe I am not using it properly.
Can you tell me some method to create a pivot with dynamic values?
You cannot put a dynamic statement in the PIVOT's IN statement without using PIVOT XML, which outputs some less than desirable output. However, you can create an IN string and input it into your statement.
First, here is my sample table;
myNumber myValue myLetter
---------- ---------- --------
1 2 A
1 4 B
2 6 C
2 8 A
2 10 B
3 12 C
3 14 A
First setup the string to use in your IN statement. Here you are putting the string into "str_in_statement". We are using COLUMN NEW_VALUE and LISTAGG to setup the string.
clear columns
COLUMN temp_in_statement new_value str_in_statement
SELECT DISTINCT
LISTAGG('''' || myLetter || ''' AS ' || myLetter,',')
WITHIN GROUP (ORDER BY myLetter) AS temp_in_statement
FROM (SELECT DISTINCT myLetter FROM myTable);
Your string will look like:
'A' AS A,'B' AS B,'C' AS C
Now use the String statement in your PIVOT query.
SELECT * FROM
(SELECT myNumber, myLetter, myValue FROM myTable)
PIVOT (Sum(myValue) AS val FOR myLetter IN (&str_in_statement));
Here is the Output:
MYNUMBER A_VAL B_VAL C_VAL
---------- ---------- ---------- ----------
1 2 4
2 8 10 6
3 14 12
There are limitations though. You can only concatenate a string up to 4000 bytes.
You can't put a non constant string in the IN clause of the pivot clause.
You can use Pivot XML for that.
From documentation:
subquery A subquery is used only in conjunction with the XML keyword.
When you specify a subquery, all values found by the subquery are used
for pivoting
It should look like this:
select xmlserialize(content t.B_XML) from t_aa
pivot xml(
sum(A) for B in(any)
) t;
You can also have a subquery instead of the ANY keyword:
select xmlserialize(content t.B_XML) from t_aa
pivot xml(
sum(A) for B in (select cl from t_bb)
) t;
Here is a sqlfiddle demo
For later readers, here is another solution
https://technology.amis.nl/2006/05/24/dynamic-sql-pivoting-stealing-antons-thunder/
allowing a query like
select * from table( pivot( 'select deptno, job, count(*) c from scott.emp group by deptno,job' ) )
I am not exactly going to give answer for the question OP has asked, instead I will be just describing how dynamic pivot can be done.
Here we have to use dynamic sql, by initially retrieving the column values into a variable and passing the variable inside dynamic sql.
EXAMPLE
Consider we have a table like below.
If we need to show the values in the column YR as column names and the values in those columns from QTY, then we can use the below code.
declare
sqlqry clob;
cols clob;
begin
select listagg('''' || YR || ''' as "' || YR || '"', ',') within group (order by YR)
into cols
from (select distinct YR from EMPLOYEE);
sqlqry :=
'
select * from
(
select *
from EMPLOYEE
)
pivot
(
MIN(QTY) for YR in (' || cols || ')
)';
execute immediate sqlqry;
end;
/
RESULT
If required, you can also create a temp table and do a select query in that temp table to see the results. Its simple, just add the CREATE TABLE TABLENAME AS in the above code.
sqlqry :=
'
CREATE TABLE TABLENAME AS
select * from
USE DYNAMIC QUERY
Test code is below
-- DDL for Table TMP_TEST
--------------------------------------------------------
CREATE TABLE "TMP_TEST"
( "NAME" VARCHAR2(20),
"APP" VARCHAR2(20)
);
/
SET DEFINE OFF;
Insert into TMP_TEST (NAME,APP) values ('suhaib','2');
Insert into TMP_TEST (NAME,APP) values ('suhaib','1');
Insert into TMP_TEST (NAME,APP) values ('shahzad','3');
Insert into TMP_TEST (NAME,APP) values ('shahzad','2');
Insert into TMP_TEST (NAME,APP) values ('shahzad','5');
Insert into TMP_TEST (NAME,APP) values ('tariq','1');
Insert into TMP_TEST (NAME,APP) values ('tariq','2');
Insert into TMP_TEST (NAME,APP) values ('tariq','6');
Insert into TMP_TEST (NAME,APP) values ('tariq','4');
/
CREATE TABLE "TMP_TESTAPP"
( "APP" VARCHAR2(20)
);
SET DEFINE OFF;
Insert into TMP_TESTAPP (APP) values ('1');
Insert into TMP_TESTAPP (APP) values ('2');
Insert into TMP_TESTAPP (APP) values ('3');
Insert into TMP_TESTAPP (APP) values ('4');
Insert into TMP_TESTAPP (APP) values ('5');
Insert into TMP_TESTAPP (APP) values ('6');
/
create or replace PROCEDURE temp_test(
pcursor out sys_refcursor,
PRESULT OUT VARCHAR2
)
AS
V_VALUES VARCHAR2(4000);
V_QUERY VARCHAR2(4000);
BEGIN
PRESULT := 'Nothing';
-- concating activities name using comma, replace "'" with "''" because we will use it in dynamic query so "'" can effect query.
SELECT DISTINCT
LISTAGG('''' || REPLACE(APP,'''','''''') || '''',',')
WITHIN GROUP (ORDER BY APP) AS temp_in_statement
INTO V_VALUES
FROM (SELECT DISTINCT APP
FROM TMP_TESTAPP);
-- designing dynamic query
V_QUERY := 'select *
from ( select NAME,APP
from TMP_TEST )
pivot (count(*) for APP in
(' ||V_VALUES|| '))
order by NAME' ;
OPEN PCURSOR
FOR V_QUERY;
PRESULT := 'Success';
Exception
WHEN OTHERS THEN
PRESULT := SQLcode || ' - ' || SQLERRM;
END temp_test;
I used the above method (Anton PL/SQL custom function pivot()) and it done the job! As I am not a professional Oracle developer, these are simple steps I've done:
1) Download the zip package to find pivotFun.sql in there.
2) Run once the pivotFun.sql to create a new function
3) Use the function in normal SQL.
Just be careful with dynamic columns names. In my environment I found that column name is limited with 30 characters and cannot contain a single quote in it. So, my query is now something like this:
SELECT
*
FROM
table(
pivot('
SELECT DISTINCT
P.proj_id,
REPLACE(substr(T.UDF_TYPE_LABEL, 1, 30), '''''''','','') as Attribute,
CASE
WHEN V.udf_text is null and V.udf_date is null and V.udf_number is NOT null THEN to_char(V.udf_number)
WHEN V.udf_text is null and V.udf_date is NOT null and V.udf_number is null THEN to_char(V.udf_date)
WHEN V.udf_text is NOT null and V.udf_date is null and V.udf_number is null THEN V.udf_text
ELSE NULL END
AS VALUE
FROM
project P
LEFT JOIN UDFVALUE V ON P.proj_id = V.proj_id
LEFT JOIN UDFTYPE T ON V.UDF_TYPE_ID = T.UDF_TYPE_ID
WHERE
P.delete_session_id IS NULL AND
T.TABLE_NAME = ''PROJECT''
')
)
Works well with up to 1m records.
Looks like it became possible without extra development effort since Oracle 19c with introduction of SQL_MACRO (and possibly Polymorphic Table Functions, which I haven't use yet).
create table t as
select
trunc(level/5) as id
, chr(65+mod(level, 5)) as code
, level as val
from dual
connect by level < 10
create function f_pivot
return varchar2 SQL_MACRO(TABLE)
is
l_codes varchar2(1000);
begin
select listagg(
distinct '''' || code
|| ''' as ' || code, ',')
into l_codes
from t;
return
'select *
from t
pivot (
max(val) for code in (
' || l_codes || '))';
end;
/
select *
from f_pivot()
ID | B | C | D | E | A
-: | -: | -: | -: | -: | ---:
0 | 1 | 2 | 3 | 4 | null
1 | 6 | 7 | 8 | 9 | 5
The only issue (in case of SQL_MACRO approach) is that result set doen't change its structure during one session:
insert into t
values(1, 'Q', 100);
commit;
select *
from f_pivot()
ID | B | C | D | E | A
-: | -: | -: | -: | -: | ---:
0 | 1 | 2 | 3 | 4 | null
1 | 6 | 7 | 8 | 9 | 5
But in separate session it works fine:
select dbms_xmlgen.getxml('select * from f_pivot()') as v
from dual
V
<?xml version="1.0"?><ROWSET> <ROW> <ID>0</ID> <B>1</B> <C>2</C> <D>3</D> <E>4</E> </ROW> <ROW> <ID>1</ID> <B>6</B> <C>7</C> <D>8</D> <E>9</E> <A>5</A> <Q>100</Q> </ROW></ROWSET>
Using with function feature dynamic pivot may be used in-place without predefined function:
with function f_pivot1
return varchar2 SQL_MACRO(TABLE)
is
l_codes varchar2(1000);
begin
select listagg(distinct '''' || code || ''' as ' || code, ',')
into l_codes
from t;
return
'select *
from t
pivot (
max(val) for code in (
' || l_codes || '))';
end;
select *
from f_pivot1()
ID | B | C | D | E | A | Q
-: | -: | -: | -: | -: | ---: | ---:
0 | 1 | 2 | 3 | 4 | null | null
1 | 6 | 7 | 8 | 9 | 5 | 100
db<>fiddle here
You cannot put a dynamic statement in the PIVOT's IN statement without using PIVOT XML, but you can use small Technic to use dynamic statement in PIVOT. In PL/SQL, within a string value, two apostrophe is equal to one apostrophes.
declare
sqlqry clob;
search_ids varchar(256) := '''2016'',''2017'',''2018'',''2019''';
begin
search_ids := concat( search_ids,'''2020''' ); -- you can append new search id dynamically as you wanted
sqlqry :=
'
select * from
(
select *
from EMPLOYEE
)
pivot
(
MIN(QTY) for YR in (' || search_ids || ')
)';
execute immediate sqlqry;
end;
There’s no straightforward method for dynamic pivoting in Oracle’s SQL, unless it returns XML type results.
For the non-XML results PL/SQL might be used through creating functions of SYS_REFCURSOR return type
With Conditional Aggregation
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT LISTAGG( 'SUM( CASE WHEN job_title = '''||job_title||''' THEN 1 ELSE 0 END ) AS "'||job_title||'"' , ',' )
WITHIN GROUP ( ORDER BY job_title )
INTO v_cols
FROM ( SELECT DISTINCT job_title
FROM jobs j );
v_sql :=
'SELECT "HIRE YEAR",'|| v_cols ||
' FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
GROUP BY "HIRE YEAR"
ORDER BY "HIRE YEAR"';
OPEN v_recordset FOR v_sql;
DBMS_OUTPUT.PUT_LINE(v_sql);
RETURN v_recordset;
END;
/
With PIVOT Clause
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT LISTAGG( ''''||job_title||''' AS "'||job_title||'"' , ',' )
WITHIN GROUP ( ORDER BY job_title )
INTO v_cols
FROM ( SELECT DISTINCT job_title
FROM jobs j );
v_sql :=
'SELECT *
FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
PIVOT
(
COUNT(*) FOR job_title IN ( '|| v_cols ||' )
)
ORDER BY "HIRE YEAR"';
OPEN v_recordset FOR v_sql;
DBMS_OUTPUT.PUT_LINE(v_sql);
RETURN v_recordset;
END;
/
But there's a drawback with LISTAGG() that's coded ORA-01489: result of string concatenation is too long raises whenever the concatenated string within the first argument exceeds the length of 4000 characters. In this case, the query returning the value of v_cols variable might be replaced with the XMLELEMENT() function nested within XMLAGG() such as
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT RTRIM(DBMS_XMLGEN.CONVERT(
XMLAGG(
XMLELEMENT(e, 'SUM( CASE WHEN job_title = '''||job_title||
''' THEN 1 ELSE 0 END ) AS "'||job_title||'",')
).EXTRACT('//text()').GETCLOBVAL() ,1),',') AS "v_cols"
FROM ( SELECT DISTINCT job_title
FROM jobs j);
v_sql :=
'SELECT "HIRE YEAR",'|| v_cols ||
' FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
GROUP BY "HIRE YEAR"
ORDER BY "HIRE YEAR"';
DBMS_OUTPUT.put_line(LENGTH(v_sql));
OPEN v_recordset FOR v_sql;
RETURN v_recordset;
END;
/
unless the upper limit 32767 for VARCHAR2 type is exceeded. This last method might also be applied for the database with version prior to Oracle 11g Release 2 as they don't contain LISTAGG() function.
Btw, yet LISTAGG() function can be used during the checkout of the v_cols even for very long concatenated string generated without getting ORA-01489 error while the trailing part of the string is truncated through use of ON OVERFLOW TRUNCATE clause if the version for the database is 12.2+ such as
LISTAGG( <concatenated string>,',' ON OVERFLOW TRUNCATE 'THE REST IS TRUNCATED' WITHOUT COUNT )
The function can be invoked as
VAR rc REFCURSOR
EXEC :rc := Get_Jobs_ByYear;
PRINT rc
from SQL Developer's command line
or
BEGIN
:result := Get_Jobs_ByYear;
END;
from Test window of PL/SQL Developer in order to get the result
set.
Demo for generated queries
You can dynamically pivot data in a single SQL statement with the open source program Method4.Pivot.
After installing the package, call the function and pass in a SQL statement as a string. The last column of your SQL statement defines the values, and the second-to-last column defines the column names. The default aggregation function is MAX, which works well for common entity-attribute-value queries like this one:
select * from table(method4.pivot(
q'[
select 'A' name, 1 value from dual union all
select 'B' name, 2 value from dual union all
select 'C' name, 3 value from dual
]'
));
A B C
- - -
1 2 3
The program also supports different aggregation functions through the parameter P_AGGREGATE_FUNCTION, and allows for a custom column name order if you add a column named PIVOT_COLUMN_ID.
The package uses an Oracle Data Cartridge approach similar to Anton's pivot, but Method4.Pivot has several important advantages:
Regular open source program with a repo, installation instructions, license, unit tests, documentation, and comments - not just a Zip file on a blog.
Handles unusual column names.
Handles unusual data types, like floats.
Handles up to 1000 columns.
Provides meaningful error messages for common mistakes.
Handles NULL column names.
Handles 128-character column names.
Prevents misleading implicit conversion.
Hard-parses statements each time to catch underlying table changes.
But most users are still better off creating a dynamic pivot at the application layer or with the pivot XML option.
... pivot (sum(A) for B in (X))
Now B is of datatype varchar2 and X is a string of varchar2 values separated by commas.
Values for X are select distinct values from a column(say CL) of same table. This way pivot query was working.
But the problem is that whenever there is a new value in column CL I have to manually add that to the string X.
I tried replacing X with select distinct values from CL. But query is not running.
The reason I felt was due to the fact that for replacing X we need values separated by commas.
Then i created a function to return exact output to match with string X. But query still doesn't run.
The error messages shown are like "missing righr parantheses", "end of file communication channel" etc etc.
I tried pivot xml instead of just pivot, the query runs but gives vlaues like oraxxx etc which are no values at all.
Maybe I am not using it properly.
Can you tell me some method to create a pivot with dynamic values?
You cannot put a dynamic statement in the PIVOT's IN statement without using PIVOT XML, which outputs some less than desirable output. However, you can create an IN string and input it into your statement.
First, here is my sample table;
myNumber myValue myLetter
---------- ---------- --------
1 2 A
1 4 B
2 6 C
2 8 A
2 10 B
3 12 C
3 14 A
First setup the string to use in your IN statement. Here you are putting the string into "str_in_statement". We are using COLUMN NEW_VALUE and LISTAGG to setup the string.
clear columns
COLUMN temp_in_statement new_value str_in_statement
SELECT DISTINCT
LISTAGG('''' || myLetter || ''' AS ' || myLetter,',')
WITHIN GROUP (ORDER BY myLetter) AS temp_in_statement
FROM (SELECT DISTINCT myLetter FROM myTable);
Your string will look like:
'A' AS A,'B' AS B,'C' AS C
Now use the String statement in your PIVOT query.
SELECT * FROM
(SELECT myNumber, myLetter, myValue FROM myTable)
PIVOT (Sum(myValue) AS val FOR myLetter IN (&str_in_statement));
Here is the Output:
MYNUMBER A_VAL B_VAL C_VAL
---------- ---------- ---------- ----------
1 2 4
2 8 10 6
3 14 12
There are limitations though. You can only concatenate a string up to 4000 bytes.
You can't put a non constant string in the IN clause of the pivot clause.
You can use Pivot XML for that.
From documentation:
subquery A subquery is used only in conjunction with the XML keyword.
When you specify a subquery, all values found by the subquery are used
for pivoting
It should look like this:
select xmlserialize(content t.B_XML) from t_aa
pivot xml(
sum(A) for B in(any)
) t;
You can also have a subquery instead of the ANY keyword:
select xmlserialize(content t.B_XML) from t_aa
pivot xml(
sum(A) for B in (select cl from t_bb)
) t;
Here is a sqlfiddle demo
For later readers, here is another solution
https://technology.amis.nl/2006/05/24/dynamic-sql-pivoting-stealing-antons-thunder/
allowing a query like
select * from table( pivot( 'select deptno, job, count(*) c from scott.emp group by deptno,job' ) )
I am not exactly going to give answer for the question OP has asked, instead I will be just describing how dynamic pivot can be done.
Here we have to use dynamic sql, by initially retrieving the column values into a variable and passing the variable inside dynamic sql.
EXAMPLE
Consider we have a table like below.
If we need to show the values in the column YR as column names and the values in those columns from QTY, then we can use the below code.
declare
sqlqry clob;
cols clob;
begin
select listagg('''' || YR || ''' as "' || YR || '"', ',') within group (order by YR)
into cols
from (select distinct YR from EMPLOYEE);
sqlqry :=
'
select * from
(
select *
from EMPLOYEE
)
pivot
(
MIN(QTY) for YR in (' || cols || ')
)';
execute immediate sqlqry;
end;
/
RESULT
If required, you can also create a temp table and do a select query in that temp table to see the results. Its simple, just add the CREATE TABLE TABLENAME AS in the above code.
sqlqry :=
'
CREATE TABLE TABLENAME AS
select * from
USE DYNAMIC QUERY
Test code is below
-- DDL for Table TMP_TEST
--------------------------------------------------------
CREATE TABLE "TMP_TEST"
( "NAME" VARCHAR2(20),
"APP" VARCHAR2(20)
);
/
SET DEFINE OFF;
Insert into TMP_TEST (NAME,APP) values ('suhaib','2');
Insert into TMP_TEST (NAME,APP) values ('suhaib','1');
Insert into TMP_TEST (NAME,APP) values ('shahzad','3');
Insert into TMP_TEST (NAME,APP) values ('shahzad','2');
Insert into TMP_TEST (NAME,APP) values ('shahzad','5');
Insert into TMP_TEST (NAME,APP) values ('tariq','1');
Insert into TMP_TEST (NAME,APP) values ('tariq','2');
Insert into TMP_TEST (NAME,APP) values ('tariq','6');
Insert into TMP_TEST (NAME,APP) values ('tariq','4');
/
CREATE TABLE "TMP_TESTAPP"
( "APP" VARCHAR2(20)
);
SET DEFINE OFF;
Insert into TMP_TESTAPP (APP) values ('1');
Insert into TMP_TESTAPP (APP) values ('2');
Insert into TMP_TESTAPP (APP) values ('3');
Insert into TMP_TESTAPP (APP) values ('4');
Insert into TMP_TESTAPP (APP) values ('5');
Insert into TMP_TESTAPP (APP) values ('6');
/
create or replace PROCEDURE temp_test(
pcursor out sys_refcursor,
PRESULT OUT VARCHAR2
)
AS
V_VALUES VARCHAR2(4000);
V_QUERY VARCHAR2(4000);
BEGIN
PRESULT := 'Nothing';
-- concating activities name using comma, replace "'" with "''" because we will use it in dynamic query so "'" can effect query.
SELECT DISTINCT
LISTAGG('''' || REPLACE(APP,'''','''''') || '''',',')
WITHIN GROUP (ORDER BY APP) AS temp_in_statement
INTO V_VALUES
FROM (SELECT DISTINCT APP
FROM TMP_TESTAPP);
-- designing dynamic query
V_QUERY := 'select *
from ( select NAME,APP
from TMP_TEST )
pivot (count(*) for APP in
(' ||V_VALUES|| '))
order by NAME' ;
OPEN PCURSOR
FOR V_QUERY;
PRESULT := 'Success';
Exception
WHEN OTHERS THEN
PRESULT := SQLcode || ' - ' || SQLERRM;
END temp_test;
I used the above method (Anton PL/SQL custom function pivot()) and it done the job! As I am not a professional Oracle developer, these are simple steps I've done:
1) Download the zip package to find pivotFun.sql in there.
2) Run once the pivotFun.sql to create a new function
3) Use the function in normal SQL.
Just be careful with dynamic columns names. In my environment I found that column name is limited with 30 characters and cannot contain a single quote in it. So, my query is now something like this:
SELECT
*
FROM
table(
pivot('
SELECT DISTINCT
P.proj_id,
REPLACE(substr(T.UDF_TYPE_LABEL, 1, 30), '''''''','','') as Attribute,
CASE
WHEN V.udf_text is null and V.udf_date is null and V.udf_number is NOT null THEN to_char(V.udf_number)
WHEN V.udf_text is null and V.udf_date is NOT null and V.udf_number is null THEN to_char(V.udf_date)
WHEN V.udf_text is NOT null and V.udf_date is null and V.udf_number is null THEN V.udf_text
ELSE NULL END
AS VALUE
FROM
project P
LEFT JOIN UDFVALUE V ON P.proj_id = V.proj_id
LEFT JOIN UDFTYPE T ON V.UDF_TYPE_ID = T.UDF_TYPE_ID
WHERE
P.delete_session_id IS NULL AND
T.TABLE_NAME = ''PROJECT''
')
)
Works well with up to 1m records.
Looks like it became possible without extra development effort since Oracle 19c with introduction of SQL_MACRO (and possibly Polymorphic Table Functions, which I haven't use yet).
create table t as
select
trunc(level/5) as id
, chr(65+mod(level, 5)) as code
, level as val
from dual
connect by level < 10
create function f_pivot
return varchar2 SQL_MACRO(TABLE)
is
l_codes varchar2(1000);
begin
select listagg(
distinct '''' || code
|| ''' as ' || code, ',')
into l_codes
from t;
return
'select *
from t
pivot (
max(val) for code in (
' || l_codes || '))';
end;
/
select *
from f_pivot()
ID | B | C | D | E | A
-: | -: | -: | -: | -: | ---:
0 | 1 | 2 | 3 | 4 | null
1 | 6 | 7 | 8 | 9 | 5
The only issue (in case of SQL_MACRO approach) is that result set doen't change its structure during one session:
insert into t
values(1, 'Q', 100);
commit;
select *
from f_pivot()
ID | B | C | D | E | A
-: | -: | -: | -: | -: | ---:
0 | 1 | 2 | 3 | 4 | null
1 | 6 | 7 | 8 | 9 | 5
But in separate session it works fine:
select dbms_xmlgen.getxml('select * from f_pivot()') as v
from dual
V
<?xml version="1.0"?><ROWSET> <ROW> <ID>0</ID> <B>1</B> <C>2</C> <D>3</D> <E>4</E> </ROW> <ROW> <ID>1</ID> <B>6</B> <C>7</C> <D>8</D> <E>9</E> <A>5</A> <Q>100</Q> </ROW></ROWSET>
Using with function feature dynamic pivot may be used in-place without predefined function:
with function f_pivot1
return varchar2 SQL_MACRO(TABLE)
is
l_codes varchar2(1000);
begin
select listagg(distinct '''' || code || ''' as ' || code, ',')
into l_codes
from t;
return
'select *
from t
pivot (
max(val) for code in (
' || l_codes || '))';
end;
select *
from f_pivot1()
ID | B | C | D | E | A | Q
-: | -: | -: | -: | -: | ---: | ---:
0 | 1 | 2 | 3 | 4 | null | null
1 | 6 | 7 | 8 | 9 | 5 | 100
db<>fiddle here
You cannot put a dynamic statement in the PIVOT's IN statement without using PIVOT XML, but you can use small Technic to use dynamic statement in PIVOT. In PL/SQL, within a string value, two apostrophe is equal to one apostrophes.
declare
sqlqry clob;
search_ids varchar(256) := '''2016'',''2017'',''2018'',''2019''';
begin
search_ids := concat( search_ids,'''2020''' ); -- you can append new search id dynamically as you wanted
sqlqry :=
'
select * from
(
select *
from EMPLOYEE
)
pivot
(
MIN(QTY) for YR in (' || search_ids || ')
)';
execute immediate sqlqry;
end;
There’s no straightforward method for dynamic pivoting in Oracle’s SQL, unless it returns XML type results.
For the non-XML results PL/SQL might be used through creating functions of SYS_REFCURSOR return type
With Conditional Aggregation
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT LISTAGG( 'SUM( CASE WHEN job_title = '''||job_title||''' THEN 1 ELSE 0 END ) AS "'||job_title||'"' , ',' )
WITHIN GROUP ( ORDER BY job_title )
INTO v_cols
FROM ( SELECT DISTINCT job_title
FROM jobs j );
v_sql :=
'SELECT "HIRE YEAR",'|| v_cols ||
' FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
GROUP BY "HIRE YEAR"
ORDER BY "HIRE YEAR"';
OPEN v_recordset FOR v_sql;
DBMS_OUTPUT.PUT_LINE(v_sql);
RETURN v_recordset;
END;
/
With PIVOT Clause
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT LISTAGG( ''''||job_title||''' AS "'||job_title||'"' , ',' )
WITHIN GROUP ( ORDER BY job_title )
INTO v_cols
FROM ( SELECT DISTINCT job_title
FROM jobs j );
v_sql :=
'SELECT *
FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
PIVOT
(
COUNT(*) FOR job_title IN ( '|| v_cols ||' )
)
ORDER BY "HIRE YEAR"';
OPEN v_recordset FOR v_sql;
DBMS_OUTPUT.PUT_LINE(v_sql);
RETURN v_recordset;
END;
/
But there's a drawback with LISTAGG() that's coded ORA-01489: result of string concatenation is too long raises whenever the concatenated string within the first argument exceeds the length of 4000 characters. In this case, the query returning the value of v_cols variable might be replaced with the XMLELEMENT() function nested within XMLAGG() such as
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT RTRIM(DBMS_XMLGEN.CONVERT(
XMLAGG(
XMLELEMENT(e, 'SUM( CASE WHEN job_title = '''||job_title||
''' THEN 1 ELSE 0 END ) AS "'||job_title||'",')
).EXTRACT('//text()').GETCLOBVAL() ,1),',') AS "v_cols"
FROM ( SELECT DISTINCT job_title
FROM jobs j);
v_sql :=
'SELECT "HIRE YEAR",'|| v_cols ||
' FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
GROUP BY "HIRE YEAR"
ORDER BY "HIRE YEAR"';
DBMS_OUTPUT.put_line(LENGTH(v_sql));
OPEN v_recordset FOR v_sql;
RETURN v_recordset;
END;
/
unless the upper limit 32767 for VARCHAR2 type is exceeded. This last method might also be applied for the database with version prior to Oracle 11g Release 2 as they don't contain LISTAGG() function.
Btw, yet LISTAGG() function can be used during the checkout of the v_cols even for very long concatenated string generated without getting ORA-01489 error while the trailing part of the string is truncated through use of ON OVERFLOW TRUNCATE clause if the version for the database is 12.2+ such as
LISTAGG( <concatenated string>,',' ON OVERFLOW TRUNCATE 'THE REST IS TRUNCATED' WITHOUT COUNT )
The function can be invoked as
VAR rc REFCURSOR
EXEC :rc := Get_Jobs_ByYear;
PRINT rc
from SQL Developer's command line
or
BEGIN
:result := Get_Jobs_ByYear;
END;
from Test window of PL/SQL Developer in order to get the result
set.
Demo for generated queries
You can dynamically pivot data in a single SQL statement with the open source program Method4.Pivot.
After installing the package, call the function and pass in a SQL statement as a string. The last column of your SQL statement defines the values, and the second-to-last column defines the column names. The default aggregation function is MAX, which works well for common entity-attribute-value queries like this one:
select * from table(method4.pivot(
q'[
select 'A' name, 1 value from dual union all
select 'B' name, 2 value from dual union all
select 'C' name, 3 value from dual
]'
));
A B C
- - -
1 2 3
The program also supports different aggregation functions through the parameter P_AGGREGATE_FUNCTION, and allows for a custom column name order if you add a column named PIVOT_COLUMN_ID.
The package uses an Oracle Data Cartridge approach similar to Anton's pivot, but Method4.Pivot has several important advantages:
Regular open source program with a repo, installation instructions, license, unit tests, documentation, and comments - not just a Zip file on a blog.
Handles unusual column names.
Handles unusual data types, like floats.
Handles up to 1000 columns.
Provides meaningful error messages for common mistakes.
Handles NULL column names.
Handles 128-character column names.
Prevents misleading implicit conversion.
Hard-parses statements each time to catch underlying table changes.
But most users are still better off creating a dynamic pivot at the application layer or with the pivot XML option.
I am new to oracle, I am trying to pass the dynamically generated column names to pivot in oracle using the below query
DECLARE
v_cols VARCHAR2(100);
v_query VARCHAR2(4000);
BEGIN
SELECT LISTAGG('''' ||product_code||'''',',') WITHIN GROUP (ORDER BY product_code)
INTO v_cols
FROM (
SELECT DISTINCT product_code
FROM pivot_test
);
v_query:='
SELECT *
FROM (
SELECT product_code,
quantity
FROM pivot_test)
PIVOT (sum(quantity) AS qunts
FOR product_code IN ('|| v_cols ||'));';
EXECUTE IMMEDIATE v_query;
--dbms_output.Put_line(v_cols);
--dbms_output.Put_line(v_query);
END;
The column generated is 'A','B','C','D' and the query generated with dynamic column is
SELECT *
FROM (
SELECT
product_code,
quantity
FROM pivot_test) PIVOT (sum(quantity) AS qunts FOR product_code IN ('A','B','C','D'));
Result:
When I take the above query and run it separately it is running correctly but when I use EXECUTE IMMEDIATE v_query; I get the error
ORA-00911: invalid character
ORA-06512: at line 20
I am not aware what is causing the problem here can any please point me what is wrong with this dynamic query execution
Value used for testing
CREATE TABLE pivot_test
(
id NUMBER,
customer_id NUMBER,
product_code VARCHAR2(5),
quantity NUMBER
);
INSERT INTO pivot_test VALUES (1,1,'A',10);
INSERT INTO pivot_test VALUES (2,1,'B',20);
INSERT INTO pivot_test VALUES (3,1,'C',30);
INSERT INTO pivot_test VALUES (4,2,'A',40);
INSERT INTO pivot_test VALUES (5,2,'C',50);
INSERT INTO pivot_test VALUES (6,3,'A',60);
INSERT INTO pivot_test VALUES (7,3,'B',70);
INSERT INTO pivot_test VALUES (8,3,'C',80);
INSERT INTO pivot_test VALUES (9,3,'D',90);
INSERT INTO pivot_test VALUES (10,4,'A',100);
COMMIT;
For the ORA-00911 error you need to remove the ; appended to the end of dynamically generated v_query
To display the output you can fetch the results into a cursor. The entire block can go into your dynamic SQL. A sample is below:
set serveroutput on;
declare
v_cols varchar2(100);
v_query varchar2(4000);
begin
select listagg('''' ||product_code||'''',',') within group (order by product_code) into v_cols
from(
select distinct product_code
from pivot_test
);
v_query:='
declare
cur_pivot_test sys_refcursor;
a number;
b number;
c number;
d number;
begin
open cur_pivot_test for
select * from (select product_code, quantity from pivot_test)
pivot (sum (quantity)
as qunts
for product_code in ('|| v_cols ||'));
fetch cur_pivot_Test into a, b, c, d;
close cur_pivot_test;
dbms_output.put_line (rpad(''A_QTY'',10) || '' | '' || rpad(''B_QTY'',10) || '' | '' || rpad(''C_QTY'',10) || '' | '' || rpad(''D_QTY'',10) );
dbms_output.put_line (rpad(a,10) || '' | '' || rpad(b,10) || '' | '' || rpad(c,10) || '' | '' || rpad(d,10) );
end;
';
execute immediate v_query;
end;
Output:
A_QTY | B_QTY | C_QTY | D_QTY
210 | 90 | 160 | 90
... pivot (sum(A) for B in (X))
Now B is of datatype varchar2 and X is a string of varchar2 values separated by commas.
Values for X are select distinct values from a column(say CL) of same table. This way pivot query was working.
But the problem is that whenever there is a new value in column CL I have to manually add that to the string X.
I tried replacing X with select distinct values from CL. But query is not running.
The reason I felt was due to the fact that for replacing X we need values separated by commas.
Then i created a function to return exact output to match with string X. But query still doesn't run.
The error messages shown are like "missing righr parantheses", "end of file communication channel" etc etc.
I tried pivot xml instead of just pivot, the query runs but gives vlaues like oraxxx etc which are no values at all.
Maybe I am not using it properly.
Can you tell me some method to create a pivot with dynamic values?
You cannot put a dynamic statement in the PIVOT's IN statement without using PIVOT XML, which outputs some less than desirable output. However, you can create an IN string and input it into your statement.
First, here is my sample table;
myNumber myValue myLetter
---------- ---------- --------
1 2 A
1 4 B
2 6 C
2 8 A
2 10 B
3 12 C
3 14 A
First setup the string to use in your IN statement. Here you are putting the string into "str_in_statement". We are using COLUMN NEW_VALUE and LISTAGG to setup the string.
clear columns
COLUMN temp_in_statement new_value str_in_statement
SELECT DISTINCT
LISTAGG('''' || myLetter || ''' AS ' || myLetter,',')
WITHIN GROUP (ORDER BY myLetter) AS temp_in_statement
FROM (SELECT DISTINCT myLetter FROM myTable);
Your string will look like:
'A' AS A,'B' AS B,'C' AS C
Now use the String statement in your PIVOT query.
SELECT * FROM
(SELECT myNumber, myLetter, myValue FROM myTable)
PIVOT (Sum(myValue) AS val FOR myLetter IN (&str_in_statement));
Here is the Output:
MYNUMBER A_VAL B_VAL C_VAL
---------- ---------- ---------- ----------
1 2 4
2 8 10 6
3 14 12
There are limitations though. You can only concatenate a string up to 4000 bytes.
You can't put a non constant string in the IN clause of the pivot clause.
You can use Pivot XML for that.
From documentation:
subquery A subquery is used only in conjunction with the XML keyword.
When you specify a subquery, all values found by the subquery are used
for pivoting
It should look like this:
select xmlserialize(content t.B_XML) from t_aa
pivot xml(
sum(A) for B in(any)
) t;
You can also have a subquery instead of the ANY keyword:
select xmlserialize(content t.B_XML) from t_aa
pivot xml(
sum(A) for B in (select cl from t_bb)
) t;
Here is a sqlfiddle demo
For later readers, here is another solution
https://technology.amis.nl/2006/05/24/dynamic-sql-pivoting-stealing-antons-thunder/
allowing a query like
select * from table( pivot( 'select deptno, job, count(*) c from scott.emp group by deptno,job' ) )
I am not exactly going to give answer for the question OP has asked, instead I will be just describing how dynamic pivot can be done.
Here we have to use dynamic sql, by initially retrieving the column values into a variable and passing the variable inside dynamic sql.
EXAMPLE
Consider we have a table like below.
If we need to show the values in the column YR as column names and the values in those columns from QTY, then we can use the below code.
declare
sqlqry clob;
cols clob;
begin
select listagg('''' || YR || ''' as "' || YR || '"', ',') within group (order by YR)
into cols
from (select distinct YR from EMPLOYEE);
sqlqry :=
'
select * from
(
select *
from EMPLOYEE
)
pivot
(
MIN(QTY) for YR in (' || cols || ')
)';
execute immediate sqlqry;
end;
/
RESULT
If required, you can also create a temp table and do a select query in that temp table to see the results. Its simple, just add the CREATE TABLE TABLENAME AS in the above code.
sqlqry :=
'
CREATE TABLE TABLENAME AS
select * from
USE DYNAMIC QUERY
Test code is below
-- DDL for Table TMP_TEST
--------------------------------------------------------
CREATE TABLE "TMP_TEST"
( "NAME" VARCHAR2(20),
"APP" VARCHAR2(20)
);
/
SET DEFINE OFF;
Insert into TMP_TEST (NAME,APP) values ('suhaib','2');
Insert into TMP_TEST (NAME,APP) values ('suhaib','1');
Insert into TMP_TEST (NAME,APP) values ('shahzad','3');
Insert into TMP_TEST (NAME,APP) values ('shahzad','2');
Insert into TMP_TEST (NAME,APP) values ('shahzad','5');
Insert into TMP_TEST (NAME,APP) values ('tariq','1');
Insert into TMP_TEST (NAME,APP) values ('tariq','2');
Insert into TMP_TEST (NAME,APP) values ('tariq','6');
Insert into TMP_TEST (NAME,APP) values ('tariq','4');
/
CREATE TABLE "TMP_TESTAPP"
( "APP" VARCHAR2(20)
);
SET DEFINE OFF;
Insert into TMP_TESTAPP (APP) values ('1');
Insert into TMP_TESTAPP (APP) values ('2');
Insert into TMP_TESTAPP (APP) values ('3');
Insert into TMP_TESTAPP (APP) values ('4');
Insert into TMP_TESTAPP (APP) values ('5');
Insert into TMP_TESTAPP (APP) values ('6');
/
create or replace PROCEDURE temp_test(
pcursor out sys_refcursor,
PRESULT OUT VARCHAR2
)
AS
V_VALUES VARCHAR2(4000);
V_QUERY VARCHAR2(4000);
BEGIN
PRESULT := 'Nothing';
-- concating activities name using comma, replace "'" with "''" because we will use it in dynamic query so "'" can effect query.
SELECT DISTINCT
LISTAGG('''' || REPLACE(APP,'''','''''') || '''',',')
WITHIN GROUP (ORDER BY APP) AS temp_in_statement
INTO V_VALUES
FROM (SELECT DISTINCT APP
FROM TMP_TESTAPP);
-- designing dynamic query
V_QUERY := 'select *
from ( select NAME,APP
from TMP_TEST )
pivot (count(*) for APP in
(' ||V_VALUES|| '))
order by NAME' ;
OPEN PCURSOR
FOR V_QUERY;
PRESULT := 'Success';
Exception
WHEN OTHERS THEN
PRESULT := SQLcode || ' - ' || SQLERRM;
END temp_test;
I used the above method (Anton PL/SQL custom function pivot()) and it done the job! As I am not a professional Oracle developer, these are simple steps I've done:
1) Download the zip package to find pivotFun.sql in there.
2) Run once the pivotFun.sql to create a new function
3) Use the function in normal SQL.
Just be careful with dynamic columns names. In my environment I found that column name is limited with 30 characters and cannot contain a single quote in it. So, my query is now something like this:
SELECT
*
FROM
table(
pivot('
SELECT DISTINCT
P.proj_id,
REPLACE(substr(T.UDF_TYPE_LABEL, 1, 30), '''''''','','') as Attribute,
CASE
WHEN V.udf_text is null and V.udf_date is null and V.udf_number is NOT null THEN to_char(V.udf_number)
WHEN V.udf_text is null and V.udf_date is NOT null and V.udf_number is null THEN to_char(V.udf_date)
WHEN V.udf_text is NOT null and V.udf_date is null and V.udf_number is null THEN V.udf_text
ELSE NULL END
AS VALUE
FROM
project P
LEFT JOIN UDFVALUE V ON P.proj_id = V.proj_id
LEFT JOIN UDFTYPE T ON V.UDF_TYPE_ID = T.UDF_TYPE_ID
WHERE
P.delete_session_id IS NULL AND
T.TABLE_NAME = ''PROJECT''
')
)
Works well with up to 1m records.
Looks like it became possible without extra development effort since Oracle 19c with introduction of SQL_MACRO (and possibly Polymorphic Table Functions, which I haven't use yet).
create table t as
select
trunc(level/5) as id
, chr(65+mod(level, 5)) as code
, level as val
from dual
connect by level < 10
create function f_pivot
return varchar2 SQL_MACRO(TABLE)
is
l_codes varchar2(1000);
begin
select listagg(
distinct '''' || code
|| ''' as ' || code, ',')
into l_codes
from t;
return
'select *
from t
pivot (
max(val) for code in (
' || l_codes || '))';
end;
/
select *
from f_pivot()
ID | B | C | D | E | A
-: | -: | -: | -: | -: | ---:
0 | 1 | 2 | 3 | 4 | null
1 | 6 | 7 | 8 | 9 | 5
The only issue (in case of SQL_MACRO approach) is that result set doen't change its structure during one session:
insert into t
values(1, 'Q', 100);
commit;
select *
from f_pivot()
ID | B | C | D | E | A
-: | -: | -: | -: | -: | ---:
0 | 1 | 2 | 3 | 4 | null
1 | 6 | 7 | 8 | 9 | 5
But in separate session it works fine:
select dbms_xmlgen.getxml('select * from f_pivot()') as v
from dual
V
<?xml version="1.0"?><ROWSET> <ROW> <ID>0</ID> <B>1</B> <C>2</C> <D>3</D> <E>4</E> </ROW> <ROW> <ID>1</ID> <B>6</B> <C>7</C> <D>8</D> <E>9</E> <A>5</A> <Q>100</Q> </ROW></ROWSET>
Using with function feature dynamic pivot may be used in-place without predefined function:
with function f_pivot1
return varchar2 SQL_MACRO(TABLE)
is
l_codes varchar2(1000);
begin
select listagg(distinct '''' || code || ''' as ' || code, ',')
into l_codes
from t;
return
'select *
from t
pivot (
max(val) for code in (
' || l_codes || '))';
end;
select *
from f_pivot1()
ID | B | C | D | E | A | Q
-: | -: | -: | -: | -: | ---: | ---:
0 | 1 | 2 | 3 | 4 | null | null
1 | 6 | 7 | 8 | 9 | 5 | 100
db<>fiddle here
You cannot put a dynamic statement in the PIVOT's IN statement without using PIVOT XML, but you can use small Technic to use dynamic statement in PIVOT. In PL/SQL, within a string value, two apostrophe is equal to one apostrophes.
declare
sqlqry clob;
search_ids varchar(256) := '''2016'',''2017'',''2018'',''2019''';
begin
search_ids := concat( search_ids,'''2020''' ); -- you can append new search id dynamically as you wanted
sqlqry :=
'
select * from
(
select *
from EMPLOYEE
)
pivot
(
MIN(QTY) for YR in (' || search_ids || ')
)';
execute immediate sqlqry;
end;
There’s no straightforward method for dynamic pivoting in Oracle’s SQL, unless it returns XML type results.
For the non-XML results PL/SQL might be used through creating functions of SYS_REFCURSOR return type
With Conditional Aggregation
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT LISTAGG( 'SUM( CASE WHEN job_title = '''||job_title||''' THEN 1 ELSE 0 END ) AS "'||job_title||'"' , ',' )
WITHIN GROUP ( ORDER BY job_title )
INTO v_cols
FROM ( SELECT DISTINCT job_title
FROM jobs j );
v_sql :=
'SELECT "HIRE YEAR",'|| v_cols ||
' FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
GROUP BY "HIRE YEAR"
ORDER BY "HIRE YEAR"';
OPEN v_recordset FOR v_sql;
DBMS_OUTPUT.PUT_LINE(v_sql);
RETURN v_recordset;
END;
/
With PIVOT Clause
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT LISTAGG( ''''||job_title||''' AS "'||job_title||'"' , ',' )
WITHIN GROUP ( ORDER BY job_title )
INTO v_cols
FROM ( SELECT DISTINCT job_title
FROM jobs j );
v_sql :=
'SELECT *
FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
PIVOT
(
COUNT(*) FOR job_title IN ( '|| v_cols ||' )
)
ORDER BY "HIRE YEAR"';
OPEN v_recordset FOR v_sql;
DBMS_OUTPUT.PUT_LINE(v_sql);
RETURN v_recordset;
END;
/
But there's a drawback with LISTAGG() that's coded ORA-01489: result of string concatenation is too long raises whenever the concatenated string within the first argument exceeds the length of 4000 characters. In this case, the query returning the value of v_cols variable might be replaced with the XMLELEMENT() function nested within XMLAGG() such as
CREATE OR REPLACE FUNCTION Get_Jobs_ByYear RETURN SYS_REFCURSOR IS
v_recordset SYS_REFCURSOR;
v_sql VARCHAR2(32767);
v_cols VARCHAR2(32767);
BEGIN
SELECT RTRIM(DBMS_XMLGEN.CONVERT(
XMLAGG(
XMLELEMENT(e, 'SUM( CASE WHEN job_title = '''||job_title||
''' THEN 1 ELSE 0 END ) AS "'||job_title||'",')
).EXTRACT('//text()').GETCLOBVAL() ,1),',') AS "v_cols"
FROM ( SELECT DISTINCT job_title
FROM jobs j);
v_sql :=
'SELECT "HIRE YEAR",'|| v_cols ||
' FROM
(
SELECT TO_NUMBER(TO_CHAR(hire_date,''YYYY'')) AS "HIRE YEAR", job_title
FROM employees e
JOIN jobs j
ON j.job_id = e.job_id
)
GROUP BY "HIRE YEAR"
ORDER BY "HIRE YEAR"';
DBMS_OUTPUT.put_line(LENGTH(v_sql));
OPEN v_recordset FOR v_sql;
RETURN v_recordset;
END;
/
unless the upper limit 32767 for VARCHAR2 type is exceeded. This last method might also be applied for the database with version prior to Oracle 11g Release 2 as they don't contain LISTAGG() function.
Btw, yet LISTAGG() function can be used during the checkout of the v_cols even for very long concatenated string generated without getting ORA-01489 error while the trailing part of the string is truncated through use of ON OVERFLOW TRUNCATE clause if the version for the database is 12.2+ such as
LISTAGG( <concatenated string>,',' ON OVERFLOW TRUNCATE 'THE REST IS TRUNCATED' WITHOUT COUNT )
The function can be invoked as
VAR rc REFCURSOR
EXEC :rc := Get_Jobs_ByYear;
PRINT rc
from SQL Developer's command line
or
BEGIN
:result := Get_Jobs_ByYear;
END;
from Test window of PL/SQL Developer in order to get the result
set.
Demo for generated queries
You can dynamically pivot data in a single SQL statement with the open source program Method4.Pivot.
After installing the package, call the function and pass in a SQL statement as a string. The last column of your SQL statement defines the values, and the second-to-last column defines the column names. The default aggregation function is MAX, which works well for common entity-attribute-value queries like this one:
select * from table(method4.pivot(
q'[
select 'A' name, 1 value from dual union all
select 'B' name, 2 value from dual union all
select 'C' name, 3 value from dual
]'
));
A B C
- - -
1 2 3
The program also supports different aggregation functions through the parameter P_AGGREGATE_FUNCTION, and allows for a custom column name order if you add a column named PIVOT_COLUMN_ID.
The package uses an Oracle Data Cartridge approach similar to Anton's pivot, but Method4.Pivot has several important advantages:
Regular open source program with a repo, installation instructions, license, unit tests, documentation, and comments - not just a Zip file on a blog.
Handles unusual column names.
Handles unusual data types, like floats.
Handles up to 1000 columns.
Provides meaningful error messages for common mistakes.
Handles NULL column names.
Handles 128-character column names.
Prevents misleading implicit conversion.
Hard-parses statements each time to catch underlying table changes.
But most users are still better off creating a dynamic pivot at the application layer or with the pivot XML option.
In MYTABLE there are courses and their predecessor courses.
What I am trying to is to find the courses to be taken after the specified course. I am getting missing SELECT keyword error. Why I am getting this error although I have SELECT statement in FOR statement ? Where am I doing wrong ?
DECLARE
coursename varchar2(200) := 'COURSE_101';
str varchar2(200);
BEGIN
WITH DATA AS
(select (select course_name
from MYTABLE
WHERE predecessors like ('''%' || coursename||'%''')
) str
from dual
)
FOR cursor1 IN (SELECT str FROM DATA)
LOOP
DBMS_OUTPUT.PUT_LINE(cursor1);
END LOOP;
end;
Unless I'm wrong, WITH factoring clause can't be used that way; you'll have to use it as an inline view, such as this:
declare
coursename varchar2(200) := 'COURSE_101';
str varchar2(200);
begin
for cursor1 in (select str
from (select (select course_name
from mytable
where predecessors like '''%' || coursename||'%'''
) str
from dual
)
)
loop
dbms_output.put_line(cursor1.str);
end loop;
end;
/
Apart from the fact that it doesn't work (wrong LIKE condition), you OVERcomplicated it. This is how it, actually, does something:
SQL> create table mytable(course_name varchar2(20),
2 predecessors varchar2(20));
Table created.
SQL> insert into mytable values ('COURSE_101', 'COURSE_101');
1 row created.
SQL>
SQL> declare
2 coursename varchar2(20) := 'COURSE_101';
3 begin
4 for cursor1 in (select course_name str
5 from mytable
6 where predecessors like '%' || coursename || '%'
7 )
8 loop
9 dbms_output.put_line(cursor1.str);
10 end loop;
11 end;
12 /
COURSE_101
PL/SQL procedure successfully completed.
SQL>
Also, is that WHERE clause correct? PREDECESSORS LIKE COURSENAME? I'm not saying that it is wrong, just looks somewhat strange.
To extend #Littlefoot's answer a bit: you can use a common table expression (WITH clause) in your cursor, but the WITH must be part of the cursor SELECT statement, not separate from it:
DECLARE
coursename varchar2(200) := 'COURSE_101';
BEGIN
FOR aRow IN (WITH DATA AS (select course_name AS str
from MYTABLE
WHERE predecessors like '''%' || coursename||'%''')
SELECT str FROM DATA)
LOOP
DBMS_OUTPUT.PUT_LINE(aRow.str);
END LOOP;
END;
Also note that the iteration variable in a cursor FOR-loop represents a row returned by the cursor's SELECT statement, so if you want to display whatever was returned by the cursor you must use dotted-variable notation (e.g. aRow.str) to extract fields from the row.
Best of luck.
CREATE TABLE product
(
PRODUCT_ID int Primary key,
NAME VARCHAR (20) not null,
Batchno int not null,
Rate int not null,
Tax int not null,
Expiredate date not null
);
INSERT INTO PRODUCT VALUSES(1 , 'vasocare', 32 , 15 , 2 , 01-JAN-2021);