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From: Edward J. Sabol <edwardjsabol@gmail.com>
To: pgsql-admin <pgsql-admin@lists.postgresql.org>
Cc: Teju Jakkidi vlogs <teja.jakkidi05@gmail.com>
Subject: Re: Query taking long with levenshtein function
Date: Wed, 1 Mar 2023 01:57:11 -0500
Message-ID: <2669E894-DC6E-4D33-ABAB-6E7C6D861F1E@gmail.com> (raw)
In-Reply-To: <3F924798-147F-4EC7-8F36-8559BCE456A2@gmail.com>
References: <3F924798-147F-4EC7-8F36-8559BCE456A2@gmail.com>


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<html><head><meta http-equiv=3D"content-type" content=3D"text/html; charset=3D=
utf-8"></head><body dir=3D"auto"><div dir=3D"ltr"></div><div dir=3D"ltr">On =
Feb 28, 2023, at 7:22 PM, Edward J. Sabol &lt;edwardjsabol@gmail.com&gt; wro=
te:</div><blockquote type=3D"cite"><div dir=3D"ltr"><meta http-equiv=3D"cont=
ent-type" content=3D"text/html; charset=3Dutf-8"><div dir=3D"ltr"></div><div=
 dir=3D"ltr">On Feb 28, 2023, at 6:31 PM, Tom Lane &lt;tgl@sss.pgh.pa.us&gt;=
 wrote:</div><blockquote type=3D"cite"><div dir=3D"ltr">=EF=BB=BF<span>Teju J=
akkidi vlogs &lt;teja.jakkidi05@gmail.com&gt; writes:</span><br><blockquote t=
ype=3D"cite"><span>We have a query as below which uses the levenshtein funct=
ion to compare</span><br></blockquote><blockquote type=3D"cite"><span>string=
s.</span><br></blockquote><span></span><br><blockquote type=3D"cite"><span>S=
ELECT "name", levenshtein("name",'some string') as p FROM table1</span><br><=
/blockquote><blockquote type=3D"cite"><span>where levenshtein("name",'some s=
tring') &nbsp;&nbsp;&lt;=3D 2 order by p desc;</span><br></blockquote><span>=
</span><br><blockquote type=3D"cite"><span>We have a GIST index built on top=
 of this table as below:</span><br></blockquote><blockquote type=3D"cite"><s=
pan>CREATE INDEX gist_idx ON table1 USING GIST("name");</span><br></blockquo=
te><span></span><br><span>AFAIK, that index is completely useless for this q=
uery. &nbsp;I don't</span><br><span>really see a good way to index it either=
 --- "levenshtein distance</span><br><span>less than X" seems like a not ver=
y tractable requirement. &nbsp;Can</span><br><span>you formulate your matchi=
ng rules some other way?</span><br></div></blockquote><br><div>Can you use t=
rigram similarity instead? That has index support...</div></div></blockquote=
><br><div>Also, check out this URL which shows how to use soundex(), which y=
ou can create a functional index on, with levenshtein():&nbsp;</div><div><br=
></div><div><div style=3D"display: block;" class=3D""><div style=3D"-webkit-=
user-select: all; -webkit-user-drag: element; display: inline-block;" class=3D=
"apple-rich-link" draggable=3D"true" role=3D"link" data-url=3D"https://www.c=
runchydata.com/blog/fuzzy-name-matching-in-postgresql"><a style=3D"border-ra=
dius:10px;font-family:-apple-system, Helvetica, Arial, sans-serif;display:bl=
ock;-webkit-user-select:none;width:300px;user-select:none;-webkit-user-modif=
y:read-only;user-modify:read-only;overflow:hidden;text-decoration:none;" cla=
ss=3D"lp-rich-link" rel=3D"nofollow" href=3D"https://www.crunchydata.com/blo=
g/fuzzy-name-matching-in-postgresql" dir=3D"ltr" role=3D"button" draggable=3D=
"false" width=3D"300"><table style=3D"table-layout:fixed;border-collapse:col=
lapse;width:300px;background-color:#E9E9EB;font-family:-apple-system, Helvet=
ica, Arial, sans-serif;" class=3D"lp-rich-link-emailBaseTable" cellpadding=3D=
"0" cellspacing=3D"0" border=3D"0" width=3D"300"><tbody><tr><td vertical-ali=
gn=3D"center" align=3D"center"><img style=3D"width:300px;filter:brightness(0=
.97);height:156px;" width=3D"300" height=3D"156" draggable=3D"false" class=3D=
"lp-rich-link-mediaImage" alt=3D"2019.02.17.jpg" src=3D"cid:B1989150-7C6D-42=
65-BFE4-B7920FC32C0A"></td></tr><tr><td vertical-align=3D"center"><table bgc=
olor=3D"#E9E9EB" cellpadding=3D"0" cellspacing=3D"0" width=3D"300" style=3D"=
font-family:-apple-system, Helvetica, Arial, sans-serif;table-layout:fixed;b=
ackground-color:rgba(233, 233, 235, 1);" class=3D"lp-rich-link-captionBar"><=
tbody><tr><td style=3D"padding:8px 0px 8px 0px;" class=3D"lp-rich-link-capti=
onBar-textStackItem"><div style=3D"max-width:100%;margin:0px 16px 0px 16px;o=
verflow:hidden;" class=3D"lp-rich-link-captionBar-textStack"><div style=3D"w=
ord-wrap:break-word;font-weight:500;font-size:12px;overflow:hidden;text-over=
flow:ellipsis;text-align:left;" class=3D"lp-rich-link-captionBar-textStack-t=
opCaption-leading"><a rel=3D"nofollow" href=3D"https://www.crunchydata.com/b=
log/fuzzy-name-matching-in-postgresql" style=3D"text-decoration: none" dragg=
able=3D"false"><font color=3D"#000000" style=3D"color: rgba(0, 0, 0, 1);">Fu=
zzy Name Matching in Postgres</font></a></div><div style=3D"word-wrap:break-=
word;font-weight:400;font-size:11px;overflow:hidden;text-overflow:ellipsis;t=
ext-align:left;" class=3D"lp-rich-link-captionBar-textStack-bottomCaption-le=
ading"><a rel=3D"nofollow" href=3D"https://www.crunchydata.com/blog/fuzzy-na=
me-matching-in-postgresql" style=3D"text-decoration: none" draggable=3D"fals=
e"><font color=3D"#A2A2A9" style=3D"color: rgba(60, 60, 67, 0.6);">crunchyda=
ta.com</font></a></div></div></td></tr></tbody></table></td></tr></tbody></t=
able></a></div></div><br></div><div>At least in that blog's example, soundex=
() combined with levenshtein() achieved the same query result as using only l=
evenshtein() in one hundredth of the time.</div><div><br></div><div>Hope thi=
s helps,</div><div>Ed</div><div><br></div></body></html>=

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