blob: 6f959477f21e509c4612b85f0eadc353360028de [file] [log] [blame]
/*
* Licensed to the Apache Software Foundation (ASF) under one
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* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
/*
* Description : Fuzzy joins two datasets, DBLP and CSX, based on ~= using Jaccard of their titles' 3-gram tokens.
* DBLP has a 3-gram index on title, 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 test;
set `import-private-functions` `true`;
create type test.DBLPTypetmp as
{
id : int32,
dblpid : string,
authors : string,
misc : string
}
create type test.CSXTypetmp as
closed {
id : int32,
csxid : string,
title : string,
authors : string,
misc : string
}
create type test.DBLPType as
closed {
nested : DBLPTypetmp
}
create type test.CSXType as
closed {
nested : CSXTypetmp
}
create dataset DBLP(DBLPType) primary key nested.id;
create dataset CSX(CSXType) primary key nested.id;
create index ngram_index on DBLP (nested.title:string) type ngram (3) enforced;
write output to asterix_nc1:"rttest/inverted-index-join_ngram-fuzzyeq-jaccard_01.adm"
set `simfunction` `jaccard`;
set `simthreshold` `0.5f`;
select element {'arec':a,'brec':b}
from DBLP as a,
CSX as b
where ((test.`gram-tokens`(a.nested.title,3,false) ~= test.`gram-tokens`(b.nested.title,3,false)) and (a.nested.id < b.nested.id))
;