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/*
* Description : Fuzzy self joins a dataset, DBLP, based on the edit-distance function of its authors.
* DBLP has a 3-gram index on authors, and we expect the join to be transformed into an indexed nested-loop join.
* Success : Yes
*/
drop dataverse test if exists;
create dataverse test;
use dataverse test;
create type DBLPType as closed {
id: int32,
dblpid: string,
title: string,
authors: string,
misc: string
}
create dataset DBLP(DBLPType) partitioned by key id;
load dataset DBLP
using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
(("path"="nc1://data/dblp-small/dblp-small-id.txt"),("format"="delimited-text"),("delimiter"=":")) pre-sorted;
create index ngram_index on DBLP(authors) type ngram(3);
write output to nc1:"rttest/inverted-index-join_ngram-edit-distance_03.adm";
for $a in dataset('DBLP')
for $b in dataset('DBLP')
where edit-distance($a.authors, $b.authors) < 3 and $a.id < $b.id
return {"arec": $a, "brec": $b }