blob: f6dd893d5087c6df6b4b07dafb9bb755a579bde0 [file] [log] [blame]
/*
* Description : Fuzzy joins two datasets, DBLP and CSX, based on ~= using edit distance of their 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 type CSXType as closed {
id: int32,
csxid: string,
title: string,
authors: string,
misc: string
}
create dataset DBLP(DBLPType) partitioned by key id;
create dataset CSX(CSXType) partitioned by key id;
create index ngram_index on CSX(authors) type ngram(3);
write output to nc1:"rttest/inverted-index-join_ngram-fuzzyeq-edit-distance_01.adm";
set simfunction 'edit-distance';
set simthreshold '3';
for $a in dataset('DBLP')
for $b in dataset('CSX')
where $a.authors ~= $b.authors and $a.id < $b.id
return {"arec": $a, "brec": $b }