I manage a message based system in which a sequence of unique integer ids will be entirely represented at the end of the day, though they will not necessarily arrive in order.
I am looking for help in finding missing ids in this series using SQL. If my column values are something like the below, how can I find which ids I am missing in this sequence, in this case 6?
The sequence will begin and end at an arbitrary point each day, so min and max would differ upon each run. Coming from a Perl background I through some regex in there.
ids
1
2
3
5
4
7
9
8
10
Help would be much appreciated.
Edit: We run oracle
Edit2: Thanks all. I'll be running through your solutions next week in the office.
Edit3: I settled for the time being on something like the below, with ORIG_ID being the original id column and MY_TABLE being the source table. In looking closer at my data, there are a variety of cases beyond just number data in a string. In some cases there is a prefix or suffix of non-numeric characters. In others, there are dashes or spaces intermixed into the numeric id. Beyond this, ids periodically appear multiple times, so I included distinct.
I would appreciate any further input, specifically in regard to the best route of stripping out non-numeric characters.
SELECT
CASE
WHEN NUMERIC_ID + 1 = NEXT_ID - 1
THEN TO_CHAR( NUMERIC_ID + 1 )
ELSE TO_CHAR( NUMERIC_ID + 1 ) || '-' || TO_CHAR( NEXT_ID - 1 )
END
MISSING_SEQUENCES
FROM
(
SELECT
NUMERIC_ID,
LEAD (NUMERIC_ID, 1, NULL)
OVER
(
ORDER BY
NUMERIC_ID
ASC
)
AS NEXT_ID
FROM
(
SELECT
DISTINCT TO_NUMBER( REGEXP_REPLACE(ORIG_ID,'[^[:digit:]]','') )
AS NUMERIC_ID
FROM MY_TABLE
)
) WHERE NEXT_ID != NUMERIC_ID + 1
I've been there.
FOR ORACLE:
I found this extremely useful query on the net a while ago and noted down, however I don't remember the site now, you may search for "GAP ANALYSIS" on Google.
SELECT CASE
WHEN ids + 1 = lead_no - 1 THEN TO_CHAR (ids +1)
ELSE TO_CHAR (ids + 1) || '-' || TO_CHAR (lead_no - 1)
END
Missing_track_no
FROM (SELECT ids,
LEAD (ids, 1, NULL)
OVER (ORDER BY ids ASC)
lead_no
FROM YOURTABLE
)
WHERE lead_no != ids + 1
Here, the result is:
MISSING _TRACK_NO
-----------------
6
If there were multiple gaps,say 2,6,7,9 then it would be:
MISSING _TRACK_NO
-----------------
2
6-7
9
This is sometimes called an exclusion join. That is, try to do a join and return only rows where there is no match.
SELECT t1.value-1
FROM ThisTable AS t1
LEFT OUTER JOIN ThisTable AS t2
ON t1.id = t2.value+1
WHERE t2.value IS NULL
Note this will always report at least one row, which will be the MIN value.
Also, if there are gaps of two or more numbers, it will only report one missing value.
You didn't state your DBMS, so I'm assuming PostgreSQL:
select aid as missing_id
from generate_series( (select min(id) from message), (select max(id) from message)) as aid
left join message m on m.id = aid
where m.id is null;
This will report any missing value in a sequence between the minimum and maximum id in your table (including gaps that are bigger than one)
psql (9.1.1)
Type "help" for help.
postgres=> select * from message;
id
----
1
2
3
4
5
7
8
9
11
14
(10 rows)
postgres=> select aid as missing_id
postgres-> from generate_series( (select min(id) from message), (select max(id) from message)) as aid
postgres-> left join message m on m.id = aid
postgres-> where m.id is null;
missing_id
------------
6
10
12
13
(4 rows)
postgres=>
I applied it in mysql, it worked ..
mysql> select * from sequence;
+--------+
| number |
+--------+
| 1 |
| 2 |
| 4 |
| 6 |
| 7 |
| 8 |
+--------+
6 rows in set (0.00 sec)
mysql> SELECT t1.number - 1 FROM sequence AS t1 LEFT OUTER JOIN sequence AS t2 O
N t1.number = t2.number +1 WHERE t2.number IS NULL;
+---------------+
| t1.number - 1 |
+---------------+
| 0 |
| 3 |
| 5 |
+---------------+
3 rows in set (0.00 sec)
SET search_path='tmp';
DROP table tmp.table_name CASCADE;
CREATE table tmp.table_name ( num INTEGER NOT NULL PRIMARY KEY);
-- make some data
INSERT INTO tmp.table_name(num) SELECT generate_series(1,20);
-- create some gaps
DELETE FROM tmp.table_name WHERE random() < 0.3 ;
SELECT * FROM table_name;
-- EXPLAIN ANALYZE
WITH zbot AS (
SELECT 1+tn.num AS num
FROM table_name tn
WHERE NOT EXISTS (
SELECT * FROM table_name nx
WHERE nx.num = tn.num+1
)
)
, ztop AS (
SELECT -1+tn.num AS num
FROM table_name tn
WHERE NOT EXISTS (
SELECT * FROM table_name nx
WHERE nx.num = tn.num-1
)
)
SELECT zbot.num AS bot
,ztop.num AS top
FROM zbot, ztop
WHERE zbot.num <= ztop.num
AND NOT EXISTS ( SELECT *
FROM table_name nx
WHERE nx.num >= zbot.num
AND nx.num <= ztop.num
)
ORDER BY bot,top
;
Result:
CREATE TABLE
INSERT 0 20
DELETE 9
num
-----
1
2
6
7
10
11
13
14
15
18
19
(11 rows)
bot | top
-----+-----
3 | 5
8 | 9
12 | 12
16 | 17
(4 rows)
Note: a recursive CTE is also possible (and probably shorter).
UPDATE: here comes the recursive CTE ...:
WITH RECURSIVE tree AS (
SELECT 1+num AS num
FROM table_name t0
UNION
SELECT 1+num FROM tree tt
WHERE EXISTS ( SELECT *
FROM table_name xt
WHERE xt.num > tt.num
)
)
SELECT * FROM tree
WHERE NOT EXISTS (
SELECT *
FROM table_name nx
WHERE nx.num = tree.num
)
ORDER BY num
;
Results: (same data)
num
-----
3
4
5
8
9
12
16
17
20
(9 rows)
select student_key, next_student_key
from (
select student_key, lead(student_key) over (order by student_key) next_fed_cls_prgrm_key
from student_table
)
where student_key <> next_student_key-1;
来源：https://stackoverflow.com/questions/8364247/sql-find-missing-int-values-in-mostly-ordered-sequential-series