Re: Longest Common Subsequence in Postgres - Algorithm Challenge

From: Michael Paquier <michael(dot)paquier(at)gmail(dot)com>
To: Robert James <srobertjames(at)gmail(dot)com>
Cc: depesz(at)depesz(dot)com, Postgres General <pgsql-general(at)postgresql(dot)org>
Subject: Re: Longest Common Subsequence in Postgres - Algorithm Challenge
Date: 2013-07-08 22:46:29
Message-ID: CAB7nPqTh29mKnpxjP+CPD3vNV1T_vnLi=_Jkc6W4x-F5SMvEEw@mail.gmail.com
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On Tue, Jul 9, 2013 at 5:04 AM, Robert James <srobertjames(at)gmail(dot)com> wrote:
> On 7/8/13, hubert depesz lubaczewski <depesz(at)depesz(dot)com> wrote:
>> On Mon, Jul 08, 2013 at 09:09:26AM -0400, Robert James wrote:
>>> I have two relations, where each relation has two fields, one
>>> indicating a name and one indicating a position. That is, each
>>> relation defines a sequence.
>>>
>>> I need to determine their longest common subsequence. Yes, I can do
>>> this by fetching all the data into Java (or any other language) and
>>> computing it using the standard LCS dynamic programming language. But
>>> I'd like to stay within Postgres. Is there any way to do this?
>>
>> I'm not entirely sure I understand. Can you show us some sample data and
>> expected output?
>
> Sure. Borrowing a good example from
> http://wordaligned.org/articles/longest-common-subsequence :
>
> Table A (val varchar primary key, pos integer):
> 1, "C"
> 2, "H"
> 3, "I"
> 4, "M"
> 5, "P"
> 6, "A"
> 7, "N"
> 8, "Z"
> 9, "E"
> 10, "E"
>
> Table B (val varchar primary key, pos integer):
> 1, "H"
> 2, "U"
> 3, "M"
> 4, "A"
> 5, "N"
>
> SELECT LongestCommonSubsequence(A,B):
> 1, "H"
> 2, "M"
> 3, "A"
> 4, "N"
>
> (Common chars are in upper case:
> cHiMpANzee
> HuMAN
> )
>
> The std dynamic programming algorithm is described at
> http://en.wikipedia.org/wiki/Longest_common_subsequence_problem
Your best bet on that would be to implement using either a procedural
language (plpython, plperl that are in core, or even another one), or
a C function and install it on server side with an extension. I'll do
the latter if I were you. Roughly such a function would take in
arguments the OIDs of the functions to compare (or their relation
name), and return a set of rows describing the longest sequence found.
--
Michael

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