How can I fill a column with random numbers in SQL? I get the same value in every row
UPDATE CattleProds
SET SheepTherapy=(ROUND((RAND()* 10000),0))
WHERE SheepTherapy IS NULL
If I then do a SELECT I see that my random number is identical in every row.开发者_开发知识库 Any ideas how to generate unique random numbers?
Instead of rand()
, use newid()
, which is recalculated for each row in the result. The usual way is to use the modulo of the checksum. Note that checksum(newid())
can produce -2,147,483,648 and cause integer overflow on abs()
, so we need to use modulo on the checksum return value before converting it to absolute value.
UPDATE CattleProds
SET SheepTherapy = abs(checksum(NewId()) % 10000)
WHERE SheepTherapy IS NULL
This generates a random number between 0 and 9999.
If you are on SQL Server 2008 you can also use
CRYPT_GEN_RANDOM(2) % 10000
Which seems somewhat simpler (it is also evaluated once per row as newid
is - shown below)
DECLARE @foo TABLE (col1 FLOAT)
INSERT INTO @foo SELECT 1 UNION SELECT 2
UPDATE @foo
SET col1 = CRYPT_GEN_RANDOM(2) % 10000
SELECT * FROM @foo
Returns (2 random probably different numbers)
col1
----------------------
9693
8573
Mulling the unexplained downvote the only legitimate reason I can think of is that because the random number generated is between 0-65535 which is not evenly divisible by 10,000 some numbers will be slightly over represented. A way around this would be to wrap it in a scalar UDF that throws away any number over 60,000 and calls itself recursively to get a replacement number.
CREATE FUNCTION dbo.RandomNumber()
RETURNS INT
AS
BEGIN
DECLARE @Result INT
SET @Result = CRYPT_GEN_RANDOM(2)
RETURN CASE
WHEN @Result < 60000
OR @@NESTLEVEL = 32 THEN @Result % 10000
ELSE dbo.RandomNumber()
END
END
While I do love using CHECKSUM, I feel that a better way to go is using NEWID()
, just because you don't have to go through a complicated math to generate simple numbers .
ROUND( 1000 *RAND(convert(varbinary, newid())), 0)
You can replace the 1000
with whichever number you want to set as the limit, and you can always use a plus sign to create a range, let's say you want a random number between 100
and 200
, you can do something like :
100 + ROUND( 100 *RAND(convert(varbinary, newid())), 0)
Putting it together in your query :
UPDATE CattleProds
SET SheepTherapy= ROUND( 1000 *RAND(convert(varbinary, newid())), 0)
WHERE SheepTherapy IS NULL
I tested 2 set based randomization methods against RAND() by generating 100,000,000 rows with each. To level the field the output is a float between 0-1 to mimic RAND(). Most of the code is testing infrastructure so I summarize the algorithms here:
-- Try #1 used
(CAST(CRYPT_GEN_RANDOM(8) AS BIGINT)%500000000000000000+500000000000000000.0)/1000000000000000000 AS Val
-- Try #2 used
RAND(Checksum(NewId()))
-- and to have a baseline to compare output with I used
RAND() -- this required executing 100000000 separate insert statements
Using CRYPT_GEN_RANDOM was clearly the most random since there is only a .000000001% chance of seeing even 1 duplicate when plucking 10^8 numbers FROM a set of 10^18 numbers. IOW we should not have seen any duplicates and this had none! This set took 44 seconds to generate on my laptop.
Cnt Pct
----- ----
1 100.000000 --No duplicates
SQL Server Execution Times: CPU time = 134795 ms, elapsed time = 39274 ms.
IF OBJECT_ID('tempdb..#T0') IS NOT NULL DROP TABLE #T0;
GO
WITH L0 AS (SELECT c FROM (VALUES (1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1)) AS D(c)) -- 2^4
,L1 AS (SELECT 1 AS c FROM L0 AS A CROSS JOIN L0 AS B) -- 2^8
,L2 AS (SELECT 1 AS c FROM L1 AS A CROSS JOIN L1 AS B) -- 2^16
,L3 AS (SELECT 1 AS c FROM L2 AS A CROSS JOIN L2 AS B) -- 2^32
SELECT TOP 100000000 (CAST(CRYPT_GEN_RANDOM(8) AS BIGINT)%500000000000000000+500000000000000000.0)/1000000000000000000 AS Val
INTO #T0
FROM L3;
WITH x AS (
SELECT Val,COUNT(*) Cnt
FROM #T0
GROUP BY Val
)
SELECT x.Cnt,COUNT(*)/(SELECT COUNT(*)/100 FROM #T0) Pct
FROM X
GROUP BY x.Cnt;
At almost 15 orders of magnitude less random this method was not quite twice as fast, taking only 23 seconds to generate 100M numbers.
Cnt Pct
---- ----
1 95.450254 -- only 95% unique is absolutely horrible
2 02.222167 -- If this line were the only problem I'd say DON'T USE THIS!
3 00.034582
4 00.000409 -- 409 numbers appeared 4 times
5 00.000006 -- 6 numbers actually appeared 5 times
SQL Server Execution Times: CPU time = 77156 ms, elapsed time = 24613 ms.
IF OBJECT_ID('tempdb..#T1') IS NOT NULL DROP TABLE #T1;
GO
WITH L0 AS (SELECT c FROM (VALUES (1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1),(1)) AS D(c)) -- 2^4
,L1 AS (SELECT 1 AS c FROM L0 AS A CROSS JOIN L0 AS B) -- 2^8
,L2 AS (SELECT 1 AS c FROM L1 AS A CROSS JOIN L1 AS B) -- 2^16
,L3 AS (SELECT 1 AS c FROM L2 AS A CROSS JOIN L2 AS B) -- 2^32
SELECT TOP 100000000 RAND(Checksum(NewId())) AS Val
INTO #T1
FROM L3;
WITH x AS (
SELECT Val,COUNT(*) Cnt
FROM #T1
GROUP BY Val
)
SELECT x.Cnt,COUNT(*)*1.0/(SELECT COUNT(*)/100 FROM #T1) Pct
FROM X
GROUP BY x.Cnt;
RAND() alone is useless for set-based generation so generating the baseline for comparing randomness took over 6 hours and had to be restarted several times to finally get the right number of output rows. It also seems that the randomness leaves a lot to be desired although it's better than using checksum(newid()) to reseed each row.
Cnt Pct
---- ----
1 99.768020
2 00.115840
3 00.000100 -- at least there were comparitively few values returned 3 times
Because of the restarts, execution time could not be captured.
IF OBJECT_ID('tempdb..#T2') IS NOT NULL DROP TABLE #T2;
GO
CREATE TABLE #T2 (Val FLOAT);
GO
SET NOCOUNT ON;
GO
INSERT INTO #T2(Val) VALUES(RAND());
GO 100000000
WITH x AS (
SELECT Val,COUNT(*) Cnt
FROM #T2
GROUP BY Val
)
SELECT x.Cnt,COUNT(*)*1.0/(SELECT COUNT(*)/100 FROM #T2) Pct
FROM X
GROUP BY x.Cnt;
require_once('db/connect.php');
//rand(1000000 , 9999999);
$products_query = "SELECT id FROM products";
$products_result = mysqli_query($conn, $products_query);
$products_row = mysqli_fetch_array($products_result);
$ids_array = [];
do
{
array_push($ids_array, $products_row['id']);
}
while($products_row = mysqli_fetch_array($products_result));
/*
echo '<pre>';
print_r($ids_array);
echo '</pre>';
*/
$row_counter = count($ids_array);
for ($i=0; $i < $row_counter; $i++)
{
$current_row = $ids_array[$i];
$rand = rand(1000000 , 9999999);
mysqli_query($conn , "UPDATE products SET code='$rand' WHERE id='$current_row'");
}
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