icetindil | 9d0004a | 2014-04-28 14:16:49 -0700 | [diff] [blame] | 1 | /* |
Ian Maxon | 857dc13 | 2015-09-25 17:13:19 -0700 | [diff] [blame] | 2 | * 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 | /* |
icetindil | 9d0004a | 2014-04-28 14:16:49 -0700 | [diff] [blame] | 20 | * Description : Fuzzy joins two datasets, DBLP and CSX, based on the edit-distance-contains 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. |
| 22 | * Success : Yes |
| 23 | */ |
| 24 | |
| 25 | drop dataverse test if exists; |
| 26 | create dataverse test; |
| 27 | use dataverse test; |
| 28 | |
| 29 | create type DBLPType as closed { |
| 30 | id: int32, |
| 31 | dblpid: string, |
| 32 | title: string, |
| 33 | authors: string, |
| 34 | misc: string |
| 35 | } |
| 36 | |
| 37 | create type CSXType as closed { |
| 38 | id: int32, |
| 39 | csxid: string, |
| 40 | title: string, |
| 41 | authors: string, |
| 42 | misc: string |
| 43 | } |
| 44 | |
| 45 | create dataset DBLP(DBLPType) primary key id; |
| 46 | |
| 47 | create dataset CSX(CSXType) primary key id; |
| 48 | |
| 49 | create index ngram_index on DBLP(authors) type ngram(3); |
| 50 | |
| 51 | write output to nc1:"rttest/inverted-index-join_ngram-edit-distance-contains.adm"; |
| 52 | |
| 53 | for $a in dataset('DBLP') |
| 54 | for $b in dataset('CSX') |
| 55 | where edit-distance-contains($a.authors, $b.authors, 3)[0] and $a.id < $b.id |
Ian Maxon | 857dc13 | 2015-09-25 17:13:19 -0700 | [diff] [blame] | 56 | return {"arec": $a, "brec": $b } |