Thread: Find similar records (compare tsvectors)

Find similar records (compare tsvectors)

From
Patrick Dung
Date:
Hello,

I had a database with articles or attachment stored in bytea format.
I also had a trigger: it insert/update the tsv column when a record is added/updated.
The tsv column had a GIN index.
With this setting, I can do very fast keyword search on the tsv.

Suppose I had a specific record (id=100000).
How to list similar records based on ranking?
In that case, I had to compare a tsvector with another tsvector.

I had this SQL which make the original tsv as a text and then to tsquery, Then I can compare a tsv and a tsquery.
SELECT ts_rank(i.tsv, replace(strip(original.tsv)::text, ' ', '|')::tsquery) as similarity, i.company, i.industry, i.post_timestamp, i.id FROM items i, (SELECT tsv, id FROM items WHERE id=100000) AS original WHERE i.id != original.id ORDER BY similarity;

items table:
id bigint
company varchar
industry varchar
description varchar
post_timestamp timestamp
attachment bytea
tsv tsvector

The problem is that this is very slow.
Any comment?

Thank and regards,
Patrick

Re: Find similar records (compare tsvectors)

From
Patrick Dung
Date:
Resend.

How to quickly compare the similarity of two tsvector?


On Monday, March 2, 2015 11:01 PM, Patrick Dung <patrick_dkt@yahoo.com.hk> wrote:


Hello,

I had a database with articles or attachment stored in bytea format.
I also had a trigger: it insert/update the tsv column when a record is added/updated.
The tsv column had a GIN index.
With this setting, I can do very fast keyword search on the tsv.

Suppose I had a specific record (id=100000).
How to list similar records based on ranking?
In that case, I had to compare a tsvector with another tsvector.

I had this SQL which make the original tsv as a text and then to tsquery, Then I can compare a tsv and a tsquery.
SELECT ts_rank(i.tsv, replace(strip(original.tsv)::text, ' ', '|')::tsquery) as similarity, i.company, i.industry, i.post_timestamp, i.id FROM items i, (SELECT tsv, id FROM items WHERE id=100000) AS original WHERE i.id != original.id ORDER BY similarity;

items table:
id bigint
company varchar
industry varchar
description varchar
post_timestamp timestamp
attachment bytea
tsv tsvector

The problem is that this is very slow.
Any comment?

Thank and regards,
Patrick


Re: Find similar records (compare tsvectors)

From
Oleg Bartunov
Date:
On Fri, Mar 6, 2015 at 5:05 PM, Patrick Dung <patrick_dkt@yahoo.com.hk> wrote:
> Resend.
>
> How to quickly compare the similarity of two tsvector?
>

check http://www.sai.msu.su/~megera/postgres/talks/pgcon-2012.pdf


>
> On Monday, March 2, 2015 11:01 PM, Patrick Dung <patrick_dkt@yahoo.com.hk>
> wrote:
>
>
> Hello,
>
> I had a database with articles or attachment stored in bytea format.
> I also had a trigger: it insert/update the tsv column when a record is
> added/updated.
> The tsv column had a GIN index.
> With this setting, I can do very fast keyword search on the tsv.
>
> Suppose I had a specific record (id=100000).
> How to list similar records based on ranking?
> In that case, I had to compare a tsvector with another tsvector.
>
> I had this SQL which make the original tsv as a text and then to tsquery,
> Then I can compare a tsv and a tsquery.
> SELECT ts_rank(i.tsv, replace(strip(original.tsv)::text, ' ', '|')::tsquery)
> as similarity, i.company, i.industry, i.post_timestamp, i.id FROM items i,
> (SELECT tsv, id FROM items WHERE id=100000) AS original WHERE i.id !=
> original.id ORDER BY similarity;
>
> items table:
> id bigint
> company varchar
> industry varchar
> description varchar
> post_timestamp timestamp
> attachment bytea
> tsv tsvector
>
> The problem is that this is very slow.
> Any comment?
>
> Thank and regards,
> Patrick
>
>


Re: Find similar records (compare tsvectors)

From
Patrick Dung
Date:
Thanks.
smlar is fast and quite good.
I need find tuning on the search result.


On Saturday, March 7, 2015 12:07 AM, Oleg Bartunov <obartunov@gmail.com> wrote:


On Fri, Mar 6, 2015 at 5:05 PM, Patrick Dung <patrick_dkt@yahoo.com.hk> wrote:
> Resend.
>
> How to quickly compare the similarity of two tsvector?
>

check http://www.sai.msu.su/~megera/postgres/talks/pgcon-2012.pdf



>
> On Monday, March 2, 2015 11:01 PM, Patrick Dung <patrick_dkt@yahoo.com.hk>
> wrote:
>
>
> Hello,
>
> I had a database with articles or attachment stored in bytea format.
> I also had a trigger: it insert/update the tsv column when a record is
> added/updated.
> The tsv column had a GIN index.
> With this setting, I can do very fast keyword search on the tsv.
>
> Suppose I had a specific record (id=100000).
> How to list similar records based on ranking?
> In that case, I had to compare a tsvector with another tsvector.
>
> I had this SQL which make the original tsv as a text and then to tsquery,
> Then I can compare a tsv and a tsquery.
> SELECT ts_rank(i.tsv, replace(strip(original.tsv)::text, ' ', '|')::tsquery)
> as similarity, i.company, i.industry, i.post_timestamp, i.id FROM items i,
> (SELECT tsv, id FROM items WHERE id=100000) AS original WHERE i.id !=
> original.id ORDER BY similarity;
>
> items table:
> id bigint
> company varchar
> industry varchar
> description varchar
> post_timestamp timestamp
> attachment bytea
> tsv tsvector
>
> The problem is that this is very slow.
> Any comment?
>
> Thank and regards,
> Patrick

>
>


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