window function help
Hi,
I'm trying to figure out how to count the number of rows within a fixed range of the current row value. My table looks like this:
SELECT chr_pos
FROM mutations_crosstab_9615_99
WHERE bta = 38
LIMIT 10
chr_pos
138
140
163
174
187
187
188
208
210
213
chr_pos is integer and represents the base pair position along a chromosome.
It looks to me like a window function would be appropriate but I cannot figure out the correct syntax. What I want to do is count the number of rows within +/- 20 of chr_pos (the current row). Given the above example, for chr_pos = 138 I want the count of rows between 118 and 158. For chr_pos 187 I want the count of rows between 167 and 207 etc for all rows. The result I'm looking for should look like the following:
chr_pos,num_variants
138,2
140,2
163,2
174,4
187,4
187,4
188,4
208,6
210,3
213,1
Is there a way to do this with a window function? Any help would be appreciated.
Thanks
Bob
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On 4/3/2014 10:27 AM, Schnabel, Robert D. wrote:
Hi,
I'm trying to figure out how to count the number of rows within a fixed range of the current row value. My table looks like this:
SELECT chr_pos
FROM mutations_crosstab_9615_99
WHERE bta = 38
LIMIT 10chr_pos
138
140
163
174
187
187
188
208
210
213chr_pos is integer and represents the base pair position along a chromosome.
It looks to me like a window function would be appropriate but I cannot figure out the correct syntax. What I want to do is count the number of rows within +/- 20 of chr_pos (the current row). Given the above example, for chr_pos = 138 I want the count of rows between 118 and 158. For chr_pos 187 I want the count of rows between 167 and 207 etc for all rows. The result I'm looking for should look like the following:
chr_pos,num_variants
138,2
140,2
163,2
174,4
187,4
187,4
188,4
208,6
210,3
213,1Is there a way to do this with a window function? Any help would be appreciated.
Thanks
Bob
Don't think a window function is needed, how about this:
select chr_pos, (
select count(*)
from mutant b
where b.chr_pos between a.chr_pos-20 and a.chr_pos+20
)
from mutant a;
Here's what I get. I dont remember if "between" is inclusive on both
sides or not, but you can change it to suit your needs.
This is the answer I got, which is different than yours, but I think its
right.
chr_pos | count
---------+-------
138 | 2
140 | 2
163 | 2
174 | 4
187 | 3
188 | 4
208 | 5
210 | 4
212 | 4
213 | 4
(10 rows)
-Andy
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Andy Colson wrote
On 4/3/2014 10:27 AM, Schnabel, Robert D. wrote:
I'm trying to figure out how to count the number of rows within a fixed
range of the current row value. My table looks like this:SELECT chr_pos
FROM mutations_crosstab_9615_99
WHERE bta = 38
LIMIT 10chr_pos
138
140
163
174
187
187
188
208
210
213This is the answer I got, which is different than yours, but I think its
right.chr_pos | count
---------+-------
138 | 2
140 | 2
163 | 2
174 | 4
187 | 3
188 | 4
208 | 5
210 | 4
212 | 4
213 | 4
(10 rows)
Same concept as mine - but I'm not sure where the "212" came from and you
did not duplicate the "187" that was present in the original.
The OP wanted to show the duplicate row - which yours does and mine does not
- but depending on how many duplicates there are having to run the same
effective query multiple times knowing you will always get the same result
seems inefficient. Better to query over a distinct set of values and then,
if needed, join that back onto the original dataset.
David J.
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-----Original Message-----
From: pgsql-general-owner@postgresql.org [mailto:pgsql-general-owner@postgresql.org] On Behalf Of David Johnston
Sent: Thursday, April 03, 2014 11:09 AM
To: pgsql-general@postgresql.org
Subject: Re: [GENERAL] window function help
Andy Colson wrote
On 4/3/2014 10:27 AM, Schnabel, Robert D. wrote:
I'm trying to figure out how to count the number of rows within a
fixed range of the current row value. My table looks like this:SELECT chr_pos
FROM mutations_crosstab_9615_99
WHERE bta = 38
LIMIT 10chr_pos
138
140
163
174
187
187
188
208
210
213This is the answer I got, which is different than yours, but I think
its right.chr_pos | count
---------+-------
138 | 2
140 | 2
163 | 2
174 | 4
187 | 3
188 | 4
208 | 5
210 | 4
212 | 4
213 | 4
(10 rows)
Same concept as mine - but I'm not sure where the "212" came from and you did not duplicate the "187" that was present in the original.
The OP wanted to show the duplicate row - which yours does and mine does not
- but depending on how many duplicates there are having to run the same effective query multiple times knowing you will always get the same result seems inefficient. Better to query over a distinct set of values and then, if needed, join that back onto the original dataset.
David J.
Thanks. I had considered this strategy initially but didn't actually try it because I figured it would be too slow and I knew from previous experience with window functions that they are much faster than queries of this nature. My largest chromosome has about 6M position and this ran in 69 seconds which is acceptable since I'll only be doing this infrequently. I should be able to handle it form here. Thanks again for pointing me in the right direction.
Bob
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On 4/3/2014 11:09 AM, David Johnston wrote:
Andy Colson wrote
On 4/3/2014 10:27 AM, Schnabel, Robert D. wrote:
I'm trying to figure out how to count the number of rows within a fixed
range of the current row value. My table looks like this:SELECT chr_pos
FROM mutations_crosstab_9615_99
WHERE bta = 38
LIMIT 10chr_pos
138
140
163
174
187
187
188
208
210
213This is the answer I got, which is different than yours, but I think its
right.chr_pos | count
---------+-------
138 | 2
140 | 2
163 | 2
174 | 4
187 | 3
188 | 4
208 | 5
210 | 4
212 | 4
213 | 4
(10 rows)Same concept as mine - but I'm not sure where the "212" came from and you
did not duplicate the "187" that was present in the original.The OP wanted to show the duplicate row - which yours does and mine does not
- but depending on how many duplicates there are having to run the same
effective query multiple times knowing you will always get the same result
seems inefficient. Better to query over a distinct set of values and then,
if needed, join that back onto the original dataset.David J.
Same concept as mine - but I'm not sure where the "212" came from and you
did not duplicate the "187" that was present in the original.
Ah, data entry error. I didn't even notice. Oops.
The OP wanted to show the duplicate row - which yours does and mine
does not
Did you post a sql statement? I didn't seem to get it.
- but depending on how many duplicates there are having to run the same
Agreed. If there are a lot of dups, we could probably speed this up.
-Andy
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Andy Colson wrote
On 4/3/2014 11:09 AM, David Johnston wrote:
Andy Colson wrote
On 4/3/2014 10:27 AM, Schnabel, Robert D. wrote:
I'm trying to figure out how to count the number of rows within a fixed
range of the current row value. My table looks like this:SELECT chr_pos
FROM mutations_crosstab_9615_99
WHERE bta = 38
LIMIT 10chr_pos
138
140
163
174
187
187
188
208
210
213This is the answer I got, which is different than yours, but I think its
right.chr_pos | count
---------+-------
138 | 2
140 | 2
163 | 2
174 | 4
187 | 3
188 | 4
208 | 5
210 | 4
212 | 4
213 | 4
(10 rows)Same concept as mine - but I'm not sure where the "212" came from and you
did not duplicate the "187" that was present in the original.The OP wanted to show the duplicate row - which yours does and mine does
not
- but depending on how many duplicates there are having to run the same
effective query multiple times knowing you will always get the same
result
seems inefficient. Better to query over a distinct set of values and
then,
if needed, join that back onto the original dataset.David J.
Same concept as mine - but I'm not sure where the "212" came from and
you
did not duplicate the "187" that was present in the original.
Ah, data entry error. I didn't even notice. Oops.
The OP wanted to show the duplicate row - which yours does and mine
does not
Did you post a sql statement? I didn't seem to get it.
- but depending on how many duplicates there are having to run the same
Agreed. If there are a lot of dups, we could probably speed this up.
-Andy
My original seems to be held up for some reason...
Let me try again:
WITH val (value) AS (
VALUES (138),(140),(163),(174),(187),(187),(188),(208),(210),(213)
)
SELECT value, (SELECT count(*) FROM val AS valcheck WHERE valcheck.value
BETWEEN src.value - 20 AND src.value + 20)
FROM (
SELECT DISTINCT value FROM val
) src
ORDER BY 1;
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