window function help

Started by Schnabel, Robert D.about 12 years ago6 messagesgeneral
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#1Schnabel, Robert D.
schnabelr@missouri.edu

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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#2Andy Colson
andy@squeakycode.net
In reply to: Schnabel, Robert D. (#1)
Re: window function help

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 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

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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#3David G. Johnston
david.g.johnston@gmail.com
In reply to: Andy Colson (#2)
Re: 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 10

chr_pos
138
140
163
174
187
187
188
208
210
213

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)

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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#4Schnabel, Robert D.
schnabelr@missouri.edu
In reply to: David G. Johnston (#3)
Re: window function help

-----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 10

chr_pos
138
140
163
174
187
187
188
208
210
213

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)

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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#5Andy Colson
andy@squeakycode.net
In reply to: David G. Johnston (#3)
Re: window function help

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 10

chr_pos
138
140
163
174
187
187
188
208
210
213

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)

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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#6David G. Johnston
david.g.johnston@gmail.com
In reply to: Andy Colson (#5)
Re: window function help

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 10

chr_pos
138
140
163
174
187
187
188
208
210
213

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)

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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