blob: 1dd358f2ef00ef79982fa51e22a0746772f40b54 [file] [log] [blame]
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* 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.
*/
from $user in dataset('Users')
with $similar_users :=
from $similar_user in dataset('Users')
with $similarity := jaccard_similarity($user.interests, $similar_user.interests)
where $user != $similar_user
and $similarity >= .75
order by $similarity desc
limit 10
select { "user_name" : $similar_user.name, "similarity" : $similarity }
select { "user_name" : $user.name, "similar_users" : $similar_users }