/*
* Seldon -- open source prediction engine
* =======================================
*
* Copyright 2011-2015 Seldon Technologies Ltd and Rummble Ltd (http://www.seldon.io/)
*
* ********************************************************************************************
*
* Licensed 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.
*
* ********************************************************************************************
*/
package io.seldon.cc;
import static org.easymock.EasyMock.createMock;
import static org.easymock.EasyMock.expect;
import static org.easymock.EasyMock.replay;
import io.seldon.api.resource.ConsumerBean;
import io.seldon.api.resource.service.ItemService;
import io.seldon.clustering.recommender.MemoryUserClusterStore;
import io.seldon.mf.PerClientExternalLocationListener;
import io.seldon.resources.external.NewResourceNotifier;
import java.io.BufferedReader;
import java.io.ByteArrayInputStream;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import junit.framework.Assert;
import org.easymock.EasyMock;
import org.junit.Before;
import org.junit.Test;
public class UserClusterManagerTest {
private NewResourceNotifier mockNewResourceNotifier;
private ItemService mockItemService;
@Before
public void createMocks()
{
mockNewResourceNotifier = createMock(NewResourceNotifier.class);
mockItemService = createMock(ItemService.class);
}
@Test
public void testLoadClustersFromReader() throws IOException
{
String str = "{\"user\":50702,\"dim\":14,\"weight\":0.20000000298023224}\n"+
"{\"user\":50702,\"dim\":72,\"weight\":0.13333334028720856}\n"+
"{\"user\":50702,\"dim\":105,\"weight\":0.13333334028720856}\n"+
"{\"user\":92548,\"dim\":36,\"weight\":0.24137930572032928}";
InputStream is = new ByteArrayInputStream(str.getBytes());
// read it with BufferedReader
BufferedReader br = new BufferedReader(new InputStreamReader(is));
mockNewResourceNotifier.addListener((String) EasyMock.anyObject(), (PerClientExternalLocationListener) EasyMock.anyObject());
EasyMock.expectLastCall().once();
replay(mockNewResourceNotifier);
expect(mockItemService.getDimensionName((ConsumerBean) EasyMock.anyObject(), EasyMock.anyInt())).andReturn(null);
expect(mockItemService.getDimensionName((ConsumerBean) EasyMock.anyObject(), EasyMock.anyInt())).andReturn(null);
expect(mockItemService.getDimensionName((ConsumerBean) EasyMock.anyObject(), EasyMock.anyInt())).andReturn(null);
expect(mockItemService.getDimensionName((ConsumerBean) EasyMock.anyObject(), EasyMock.anyInt())).andReturn(null);
replay(mockItemService);
UserClusterManager ucm = new UserClusterManager(null, mockNewResourceNotifier,mockItemService);
MemoryUserClusterStore clusters = ucm.loadUserClusters("test", br);
Assert.assertEquals(2, clusters.getNumUsersWithClusters());
}
}