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alexander.behm954083a2012-11-15 04:01:23 +00001/*
Ian Maxon857dc132015-09-25 17:13:19 -07002 * Licensed to the Apache Software Foundation (ASF) under one
3 * or more contributor license agreements. See the NOTICE file
4 * distributed with this work for additional information
5 * regarding copyright ownership. The ASF licenses this file
6 * to you under the Apache License, Version 2.0 (the
7 * "License"); you may not use this file except in compliance
8 * with the License. You may obtain a copy of the License at
9 *
10 * http://www.apache.org/licenses/LICENSE-2.0
11 *
12 * Unless required by applicable law or agreed to in writing,
13 * software distributed under the License is distributed on an
14 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
15 * KIND, either express or implied. See the License for the
16 * specific language governing permissions and limitations
17 * under the License.
18 */
19/*
alexander.behm954083a2012-11-15 04:01:23 +000020 * Description : Fuzzy joins two datasets, DBLP and CSX, based on the edit-distance function of their authors.
21 * DBLP has a 3-gram index on authors, and we expect the join to be transformed into an indexed nested-loop join.
Taewoo Kimd185e8ea2016-02-02 21:17:00 -080022 * We expect the top-level equi join introduced because of surrogate optimization to be removed, since it is not necessary.
alexander.behm954083a2012-11-15 04:01:23 +000023 * Success : Yes
24 */
25
26drop dataverse test if exists;
27create dataverse test;
28use dataverse test;
29
30create type DBLPType as closed {
Taewoo Kimd185e8ea2016-02-02 21:17:00 -080031 id: int32,
alexander.behm954083a2012-11-15 04:01:23 +000032 dblpid: string,
33 title: string,
34 authors: string,
35 misc: string
36}
37
38create type CSXType as closed {
Taewoo Kimd185e8ea2016-02-02 21:17:00 -080039 id: int32,
alexander.behm954083a2012-11-15 04:01:23 +000040 csxid: string,
41 title: string,
42 authors: string,
43 misc: string
44}
45
ramangrover29669d8f62013-02-11 06:03:32 +000046create dataset DBLP(DBLPType) primary key id;
alexander.behm954083a2012-11-15 04:01:23 +000047
ramangrover29669d8f62013-02-11 06:03:32 +000048create dataset CSX(CSXType) primary key id;
alexander.behm954083a2012-11-15 04:01:23 +000049
50create index ngram_index on DBLP(authors) type ngram(3);
51
Ian Maxonf7b64532015-12-09 17:28:18 -080052write output to asterix_nc1:"rttest/inverted-index-join-noeqjoin_ngram-edit-distance.adm";
alexander.behm954083a2012-11-15 04:01:23 +000053
alexander.behm954083a2012-11-15 04:01:23 +000054for $b in dataset('CSX')
Taewoo Kimd185e8ea2016-02-02 21:17:00 -080055for $a in dataset('DBLP')
alexander.behm954083a2012-11-15 04:01:23 +000056where edit-distance($a.authors, $b.authors) < 3 and $a.id < $b.id
Ian Maxon857dc132015-09-25 17:13:19 -070057return {"aauthors": $a.authors, "bauthors": $b.authors}