@Before
public void setUp() throws Exception {
props = EasyMock.createStrictMock(Props.class);
mockFlow1 = EasyMock.createMock(ExecutableFlow.class);
mockFlow2 = EasyMock.createMock(ExecutableFlow.class);
EasyMock.expect(mockFlow1.getName()).andReturn("a").once();
EasyMock.expect(mockFlow2.getName()).andReturn("b").once();
EasyMock.expect(mockFlow1.getStatus()).andReturn(Status.READY).times(3);
EasyMock.expect(mockFlow2.getStatus()).andReturn(Status.READY).times(3);
EasyMock.expect(mockFlow1.getStartTime()).andReturn(null).once();
EasyMock.expect(mockFlow2.getStartTime()).andReturn(null).once();
EasyMock.expect(mockFlow1.getName()).andReturn("1").once();
EasyMock.expect(mockFlow2.getName()).andReturn("2").once();
EasyMock.replay(mockFlow1, mockFlow2, props);
flow = new GroupedExecutableFlow("blah", mockFlow1, mockFlow2);
Assert.assertEquals("1 + 2", flow.getName());
EasyMock.verify(mockFlow1, mockFlow2, props);
EasyMock.reset(mockFlow1, mockFlow2, props);
}
@Before
public void setUp() {
this.processManager = EasyMock.createMock(ProcessManager.class);
this.osInfo = org.easymock.classextension.EasyMock.createMock(OperatingSystem.class);
this.embeddedDBController =
new PostgresEmbeddedDatabaseController(serverHome, processManager, osInfo);
}
/** tests {@link MostSimilarItemPairsMapper} */
public void testMostSimilarItemsPairsMapper() throws Exception {
OpenIntLongHashMap indexItemIDMap = new OpenIntLongHashMap();
indexItemIDMap.put(12, 12L);
indexItemIDMap.put(34, 34L);
indexItemIDMap.put(56, 56L);
Mapper<IntWritable, VectorWritable, EntityEntityWritable, DoubleWritable>.Context context =
EasyMock.createMock(Mapper.Context.class);
context.write(new EntityEntityWritable(34L, 56L), new DoubleWritable(0.9));
EasyMock.replay(context);
Vector vector = new RandomAccessSparseVector(Integer.MAX_VALUE);
vector.set(12, 0.2);
vector.set(34, 1.0);
vector.set(56, 0.9);
MostSimilarItemPairsMapper mapper = new MostSimilarItemPairsMapper();
setField(mapper, "indexItemIDMap", indexItemIDMap);
setField(mapper, "maxSimilarItemsPerItem", 1);
mapper.map(new IntWritable(34), new VectorWritable(vector), context);
EasyMock.verify(context);
}
/**
* Tests that the filter just passes objects which aren't FileRegion's through to the next filter.
*
* @throws Exception when something goes wrong
*/
@Test
public void testWriteNonFileRegionMessage() throws Exception {
AbstractStreamWriteFilter<M> filter = createFilter();
Object message = new Object();
WriteRequest writeRequest = new DefaultWriteRequest(message, new DummyWriteFuture());
NextFilter nextFilter = EasyMock.createMock(NextFilter.class);
/*
* Record expectations
*/
nextFilter.filterWrite(session, writeRequest);
nextFilter.messageSent(session, writeRequest);
/*
* Replay.
*/
EasyMock.replay(nextFilter);
filter.filterWrite(nextFilter, session, writeRequest);
filter.messageSent(nextFilter, session, writeRequest);
/*
* Verify.
*/
EasyMock.verify(nextFilter);
}
@Test
public void testBasic() throws Exception {
ServiceHandler handler = new ServiceHandler();
Service service = new Service();
handler.registerWebService(service);
Request baseRequest = org.easymock.classextension.EasyMock.createMock(Request.class);
HttpServletRequest request = createMock(HttpServletRequest.class);
HttpServletResponse response = createMock(HttpServletResponse.class);
expect(baseRequest.isHandled()).andReturn(false);
expect(request.getMethod()).andReturn("GET");
expect(request.getPathInfo()).andReturn("/");
expect(request.getParameter("bar")).andReturn("bar2");
expect(request.getParameter("baz")).andReturn(null);
expect(request.getHeader("Content-Length")).andReturn("103");
expect(response.isCommitted()).andReturn(false).anyTimes();
baseRequest.setHandled(true);
org.easymock.classextension.EasyMock.replay(baseRequest);
replay(request, response);
handler.handle(null, baseRequest, request, response);
org.easymock.classextension.EasyMock.verify(baseRequest);
verify(request, response);
}
/** tests {@link ToVectorAndPrefReducer} */
@Test
public void testToVectorAndPrefReducer() throws Exception {
Reducer<VarIntWritable, VectorOrPrefWritable, VarIntWritable, VectorAndPrefsWritable>.Context
context = EasyMock.createMock(Reducer.Context.class);
context.write(
EasyMock.eq(new VarIntWritable(1)),
vectorAndPrefsWritableMatches(
Arrays.asList(123L, 456L),
Arrays.asList(1.0f, 2.0f),
MathHelper.elem(3, 0.5),
MathHelper.elem(7, 0.8)));
EasyMock.replay(context);
Vector similarityColumn = new RandomAccessSparseVector(Integer.MAX_VALUE, 100);
similarityColumn.set(3, 0.5);
similarityColumn.set(7, 0.8);
VectorOrPrefWritable itemPref1 = new VectorOrPrefWritable(123L, 1.0f);
VectorOrPrefWritable itemPref2 = new VectorOrPrefWritable(456L, 2.0f);
VectorOrPrefWritable similarities = new VectorOrPrefWritable(similarityColumn);
new ToVectorAndPrefReducer()
.reduce(new VarIntWritable(1), Arrays.asList(itemPref1, itemPref2, similarities), context);
EasyMock.verify(context);
}
public void getPeerStatusChangeHistory(
DiscoveryServiceComponent component, List<DS_PeerStatusChange> historyList) {
CommunityStatusProvider communityStatusProvider = getCommunityStatusProviders(component);
ObjectDeployment cspObjectDeployment = getCommunityStatusProvidersObjectDeployment(component);
CommunityStatusProviderClient cspClientMock =
EasyMock.createMock(CommunityStatusProviderClient.class);
// adding behavior
cspClientMock.hereIsPeerStatusChangeHistory(
DS_PeerStatusChangeHistoryMatcher.eqMatcher((historyList)), EasyMock.gt(0L));
EasyMock.replay(cspClientMock);
DeploymentID deploymentID =
new DeploymentID(new ContainerID("dsClient", "dsServer", "peer", "dsClientPK"), "peer");
AcceptanceTestUtil.publishTestObject(
component, deploymentID, cspClientMock, CommunityStatusProviderClient.class);
AcceptanceTestUtil.setExecutionContext(component, cspObjectDeployment, deploymentID);
communityStatusProvider.getPeerStatusChangeHistory(cspClientMock, 0L);
EasyMock.verify(cspClientMock);
}
@Test(expected = Exception.class)
public void testResolveDirectoryBeforeTimeout() throws LBInvocationException {
LexBIGService lbs = EasyMock.createMock(LexBIGService.class);
CodingSchemeRenderingList csrl = new CodingSchemeRenderingList();
CodingSchemeRendering csr = new TimeoutCodingSchemeRendering();
csrl.addCodingSchemeRendering(csr);
EasyMock.expect(lbs.getSupportedCodingSchemes()).andReturn(csrl).anyTimes();
EasyMock.replay(lbs);
lexEvsCodeSystemVersionQuery.setLexBigService(lbs);
codeSystemVersonDirectoryURIFactory.setLexBigService(lbs);
CodeSystemVersionDirectoryURI directoryUri =
lexEvsCodeSystemVersionQuery.getCodeSystemVersions();
QueryControl queryControl = new QueryControl();
queryControl.setTimeLimit(600l);
CodeSystemVersionDirectory directory =
lexEvsCodeSystemVersionQuery.resolve(directoryUri, queryControl, null);
assertNotNull(directory);
}
/** tests {@link PartialMultiplyMapper} */
@Test
public void testPartialMultiplyMapper() throws Exception {
Vector similarityColumn = new RandomAccessSparseVector(Integer.MAX_VALUE, 100);
similarityColumn.set(3, 0.5);
similarityColumn.set(7, 0.8);
Mapper<VarIntWritable, VectorAndPrefsWritable, VarLongWritable, PrefAndSimilarityColumnWritable>
.Context
context = EasyMock.createMock(Mapper.Context.class);
PrefAndSimilarityColumnWritable one = new PrefAndSimilarityColumnWritable();
PrefAndSimilarityColumnWritable two = new PrefAndSimilarityColumnWritable();
one.set(1.0f, similarityColumn);
two.set(3.0f, similarityColumn);
context.write(EasyMock.eq(new VarLongWritable(123L)), EasyMock.eq(one));
context.write(EasyMock.eq(new VarLongWritable(456L)), EasyMock.eq(two));
EasyMock.replay(context);
VectorAndPrefsWritable vectorAndPrefs =
new VectorAndPrefsWritable(
similarityColumn, Arrays.asList(123L, 456L), Arrays.asList(1.0f, 3.0f));
new PartialMultiplyMapper().map(new VarIntWritable(1), vectorAndPrefs, context);
EasyMock.verify(context);
}
@Test
public void testWriteEmptyFile() throws Exception {
AbstractStreamWriteFilter<M> filter = createFilter();
M message = createMessage(new byte[0]);
WriteRequest writeRequest = new DefaultWriteRequest(message, new DummyWriteFuture());
NextFilter nextFilter = EasyMock.createMock(NextFilter.class);
/*
* Record expectations
*/
nextFilter.messageSent(session, writeRequest);
/*
* Replay.
*/
EasyMock.replay(nextFilter);
filter.filterWrite(nextFilter, session, writeRequest);
/*
* Verify.
*/
EasyMock.verify(nextFilter);
assertTrue(writeRequest.getFuture().isWritten());
}
@Test
public void testWriteWhileWriteInProgress() throws Exception {
AbstractStreamWriteFilter<M> filter = createFilter();
M message = createMessage(new byte[5]);
Queue<WriteRequest> queue = new LinkedList<WriteRequest>();
/*
* Make up the situation.
*/
session.setAttribute(filter.CURRENT_STREAM, message);
session.setAttribute(filter.WRITE_REQUEST_QUEUE, queue);
NextFilter nextFilter = EasyMock.createMock(NextFilter.class);
/*
* Replay. (We recorded *nothing* because nothing should occur.)
*/
EasyMock.replay(nextFilter);
WriteRequest wr = new DefaultWriteRequest(new Object(), new DummyWriteFuture());
filter.filterWrite(nextFilter, session, wr);
assertEquals(1, queue.size());
assertSame(wr, queue.poll());
/*
* Verify.
*/
EasyMock.verify(nextFilter);
session.removeAttribute(filter.CURRENT_STREAM);
session.removeAttribute(filter.WRITE_REQUEST_QUEUE);
}
/**
* Tests when the contents of the file fits into one write buffer.
*
* @throws Exception when something goes wrong
*/
@Test
public void testWriteSingleBufferFile() throws Exception {
byte[] data = new byte[] {1, 2, 3, 4};
AbstractStreamWriteFilter<M> filter = createFilter();
M message = createMessage(data);
WriteRequest writeRequest = new DefaultWriteRequest(message, new DummyWriteFuture());
NextFilter nextFilter = EasyMock.createMock(NextFilter.class);
/*
* Record expectations
*/
nextFilter.filterWrite(
EasyMock.eq(session), eqWriteRequest(new DefaultWriteRequest(IoBuffer.wrap(data))));
nextFilter.messageSent(session, writeRequest);
/*
* Replay.
*/
EasyMock.replay(nextFilter);
filter.filterWrite(nextFilter, session, writeRequest);
filter.messageSent(nextFilter, session, writeRequest);
/*
* Verify.
*/
EasyMock.verify(nextFilter);
assertTrue(writeRequest.getFuture().isWritten());
}
/**
* tests {@link UserVectorSplitterMapper} in the special case that some userIDs shall be excluded
*/
@Test
public void testUserVectorSplitterMapperUserExclusion() throws Exception {
Mapper<VarLongWritable, VectorWritable, VarIntWritable, VectorOrPrefWritable>.Context context =
EasyMock.createMock(Mapper.Context.class);
context.write(
EasyMock.eq(new VarIntWritable(34)), prefOfVectorOrPrefWritableMatches(123L, 0.5f));
context.write(
EasyMock.eq(new VarIntWritable(56)), prefOfVectorOrPrefWritableMatches(123L, 0.7f));
EasyMock.replay(context);
FastIDSet usersToRecommendFor = new FastIDSet();
usersToRecommendFor.add(123L);
UserVectorSplitterMapper mapper = new UserVectorSplitterMapper();
setField(mapper, "maxPrefsPerUserConsidered", 10);
setField(mapper, "usersToRecommendFor", usersToRecommendFor);
RandomAccessSparseVector vector = new RandomAccessSparseVector(Integer.MAX_VALUE, 100);
vector.set(34, 0.5);
vector.set(56, 0.7);
mapper.map(new VarLongWritable(123L), new VectorWritable(vector), context);
mapper.map(new VarLongWritable(456L), new VectorWritable(vector), context);
EasyMock.verify(context);
}
@Test
public void rollbackShouldRollback() {
GeonamesAdm3Importer geonamesAdm3Importer = new GeonamesAdm3Importer();
IAdmDao admDao = EasyMock.createMock(IAdmDao.class);
EasyMock.expect(admDao.deleteAllByLevel(3)).andReturn(4);
EasyMock.replay(admDao);
geonamesAdm3Importer.setAdmDao(admDao);
List<NameValueDTO<Integer>> deleted = geonamesAdm3Importer.rollback();
assertEquals(1, deleted.size());
assertEquals(4, deleted.get(0).getValue().intValue());
}
/** tests {@link ItemIDIndexMapper} */
@Test
public void testItemIDIndexMapper() throws Exception {
Mapper<LongWritable, Text, VarIntWritable, VarLongWritable>.Context context =
EasyMock.createMock(Mapper.Context.class);
context.write(new VarIntWritable(TasteHadoopUtils.idToIndex(789L)), new VarLongWritable(789L));
EasyMock.replay(context);
new ItemIDIndexMapper().map(new LongWritable(123L), new Text("456,789,5.0"), context);
EasyMock.verify(context);
}
/** tests {@link CountUsersMapper} */
public void testCountUsersMapper() throws Exception {
Mapper<LongWritable, Text, CountUsersKeyWritable, VarLongWritable>.Context context =
EasyMock.createMock(Mapper.Context.class);
context.write(keyForUserID(12L), EasyMock.eq(new VarLongWritable(12L)));
context.write(keyForUserID(35L), EasyMock.eq(new VarLongWritable(35L)));
EasyMock.replay(context);
CountUsersMapper mapper = new CountUsersMapper();
mapper.map(null, new Text("12,100,1.3"), context);
mapper.map(null, new Text("35,100,3.0"), context);
EasyMock.verify(context);
}
/** tests {@link ToItemPrefsMapper} */
@Test
public void testToItemPrefsMapper() throws Exception {
Mapper<LongWritable, Text, VarLongWritable, VarLongWritable>.Context context =
EasyMock.createMock(Mapper.Context.class);
context.write(new VarLongWritable(12L), new EntityPrefWritable(34L, 1.0f));
context.write(new VarLongWritable(56L), new EntityPrefWritable(78L, 2.0f));
EasyMock.replay(context);
ToItemPrefsMapper mapper = new ToItemPrefsMapper();
mapper.map(new LongWritable(123L), new Text("12,34,1"), context);
mapper.map(new LongWritable(456L), new Text("56,78,2"), context);
EasyMock.verify(context);
}
/** tests {@link CountUsersReducer} */
public void testCountUsersReducer() throws Exception {
Reducer<CountUsersKeyWritable, VarLongWritable, VarIntWritable, NullWritable>.Context context =
EasyMock.createMock(Reducer.Context.class);
context.write(new VarIntWritable(3), NullWritable.get());
EasyMock.replay(context);
List<VarLongWritable> userIDs =
Arrays.asList(
new VarLongWritable(1L), new VarLongWritable(1L),
new VarLongWritable(3L), new VarLongWritable(5L),
new VarLongWritable(5L), new VarLongWritable(5L));
new CountUsersReducer().reduce(null, userIDs, context);
EasyMock.verify(context);
}
/** tests {@link ToItemPrefsMapper} using boolean data */
@Test
public void testToItemPrefsMapperBooleanData() throws Exception {
Mapper<LongWritable, Text, VarLongWritable, VarLongWritable>.Context context =
EasyMock.createMock(Mapper.Context.class);
context.write(new VarLongWritable(12L), new VarLongWritable(34L));
context.write(new VarLongWritable(56L), new VarLongWritable(78L));
EasyMock.replay(context);
ToItemPrefsMapper mapper = new ToItemPrefsMapper();
setField(mapper, "booleanData", true);
mapper.map(new LongWritable(123L), new Text("12,34"), context);
mapper.map(new LongWritable(456L), new Text("56,78"), context);
EasyMock.verify(context);
}
/** tests {@link MostSimilarItemPairsReducer} */
public void testMostSimilarItemPairsReducer() throws Exception {
Reducer<EntityEntityWritable, DoubleWritable, EntityEntityWritable, DoubleWritable>.Context
context = EasyMock.createMock(Reducer.Context.class);
context.write(new EntityEntityWritable(123L, 456L), new DoubleWritable(0.5));
EasyMock.replay(context);
new MostSimilarItemPairsReducer()
.reduce(
new EntityEntityWritable(123L, 456L),
Arrays.asList(new DoubleWritable(0.5), new DoubleWritable(0.5)),
context);
EasyMock.verify(context);
}
/** tests {@link ItemIDIndexReducer} */
@Test
public void testItemIDIndexReducer() throws Exception {
Reducer<VarIntWritable, VarLongWritable, VarIntWritable, VarLongWritable>.Context context =
EasyMock.createMock(Reducer.Context.class);
context.write(new VarIntWritable(123), new VarLongWritable(45L));
EasyMock.replay(context);
new ItemIDIndexReducer()
.reduce(
new VarIntWritable(123),
Arrays.asList(
new VarLongWritable(67L), new VarLongWritable(89L), new VarLongWritable(45L)),
context);
EasyMock.verify(context);
}
/** tests {@link org.apache.mahout.cf.taste.hadoop.item.ItemFilterMapper} */
@Test
public void testItemFilterMapper() throws Exception {
Mapper<LongWritable, Text, VarLongWritable, VarLongWritable>.Context context =
EasyMock.createMock(Mapper.Context.class);
context.write(new VarLongWritable(34L), new VarLongWritable(12L));
context.write(new VarLongWritable(78L), new VarLongWritable(56L));
EasyMock.replay(context);
ItemFilterMapper mapper = new ItemFilterMapper();
mapper.map(null, new Text("12,34"), context);
mapper.map(null, new Text("56,78"), context);
EasyMock.verify(context);
}
/** tests {@link AggregateAndRecommendReducer} */
@Test
public void testAggregateAndRecommendReducer() throws Exception {
Reducer<
VarLongWritable,
PrefAndSimilarityColumnWritable,
VarLongWritable,
RecommendedItemsWritable>
.Context
context = EasyMock.createMock(Reducer.Context.class);
context.write(
EasyMock.eq(new VarLongWritable(123L)),
recommendationsMatch(
new GenericRecommendedItem(1L, 2.8f), new GenericRecommendedItem(2L, 2.0f)));
EasyMock.replay(context);
RandomAccessSparseVector similarityColumnOne =
new RandomAccessSparseVector(Integer.MAX_VALUE, 100);
similarityColumnOne.set(1, 0.1);
similarityColumnOne.set(2, 0.5);
RandomAccessSparseVector similarityColumnTwo =
new RandomAccessSparseVector(Integer.MAX_VALUE, 100);
similarityColumnTwo.set(1, 0.9);
similarityColumnTwo.set(2, 0.5);
List<PrefAndSimilarityColumnWritable> values =
Arrays.asList(
new PrefAndSimilarityColumnWritable(1.0f, similarityColumnOne),
new PrefAndSimilarityColumnWritable(3.0f, similarityColumnTwo));
OpenIntLongHashMap indexItemIDMap = new OpenIntLongHashMap();
indexItemIDMap.put(1, 1L);
indexItemIDMap.put(2, 2L);
AggregateAndRecommendReducer reducer = new AggregateAndRecommendReducer();
setField(reducer, "indexItemIDMap", indexItemIDMap);
setField(reducer, "recommendationsPerUser", 3);
reducer.reduce(new VarLongWritable(123L), values, context);
EasyMock.verify(context);
}
@Test
public void testWritesWriteRequestQueueWhenFinished() throws Exception {
AbstractStreamWriteFilter<M> filter = createFilter();
M message = createMessage(new byte[0]);
WriteRequest wrs[] =
new WriteRequest[] {
new DefaultWriteRequest(new Object(), new DummyWriteFuture()),
new DefaultWriteRequest(new Object(), new DummyWriteFuture()),
new DefaultWriteRequest(new Object(), new DummyWriteFuture())
};
Queue<WriteRequest> queue = new LinkedList<WriteRequest>();
queue.add(wrs[0]);
queue.add(wrs[1]);
queue.add(wrs[2]);
/*
* Make up the situation.
*/
session.setAttribute(filter.CURRENT_STREAM, message);
session.setAttribute(filter.CURRENT_WRITE_REQUEST, new DefaultWriteRequest(message));
session.setAttribute(filter.WRITE_REQUEST_QUEUE, queue);
/*
* Record expectations
*/
NextFilter nextFilter = EasyMock.createMock(NextFilter.class);
nextFilter.filterWrite(session, wrs[0]);
nextFilter.filterWrite(session, wrs[1]);
nextFilter.filterWrite(session, wrs[2]);
nextFilter.messageSent(EasyMock.eq(session), eqWriteRequest(new DefaultWriteRequest(message)));
/*
* Replay.
*/
EasyMock.replay(nextFilter);
filter.messageSent(nextFilter, session, new DefaultWriteRequest(new Object()));
assertEquals(0, queue.size());
/*
* Verify.
*/
EasyMock.verify(nextFilter);
}
/**
* Tests when the contents of the file doesn't fit into one write buffer.
*
* @throws Exception when something goes wrong
*/
@Test
public void testWriteSeveralBuffersStream() throws Exception {
AbstractStreamWriteFilter<M> filter = createFilter();
filter.setWriteBufferSize(4);
byte[] data = new byte[] {1, 2, 3, 4, 5, 6, 7, 8, 9, 10};
byte[] chunk1 = new byte[] {1, 2, 3, 4};
byte[] chunk2 = new byte[] {5, 6, 7, 8};
byte[] chunk3 = new byte[] {9, 10};
M message = createMessage(data);
WriteRequest writeRequest = new DefaultWriteRequest(message, new DummyWriteFuture());
WriteRequest chunk1Request = new DefaultWriteRequest(IoBuffer.wrap(chunk1));
WriteRequest chunk2Request = new DefaultWriteRequest(IoBuffer.wrap(chunk2));
WriteRequest chunk3Request = new DefaultWriteRequest(IoBuffer.wrap(chunk3));
NextFilter nextFilter = EasyMock.createMock(NextFilter.class);
/*
* Record expectations
*/
nextFilter.filterWrite(EasyMock.eq(session), eqWriteRequest(chunk1Request));
nextFilter.filterWrite(EasyMock.eq(session), eqWriteRequest(chunk2Request));
nextFilter.filterWrite(EasyMock.eq(session), eqWriteRequest(chunk3Request));
nextFilter.messageSent(EasyMock.eq(session), eqWriteRequest(writeRequest));
/*
* Replay.
*/
EasyMock.replay(nextFilter);
filter.filterWrite(nextFilter, session, writeRequest);
filter.messageSent(nextFilter, session, chunk1Request);
filter.messageSent(nextFilter, session, chunk2Request);
filter.messageSent(nextFilter, session, chunk3Request);
/*
* Verify.
*/
EasyMock.verify(nextFilter);
assertTrue(writeRequest.getFuture().isWritten());
}
/** tests {@link org.apache.mahout.cf.taste.hadoop.item.ItemFilterAsVectorAndPrefsReducer} */
@Test
public void testItemFilterAsVectorAndPrefsReducer() throws Exception {
Reducer<VarLongWritable, VarLongWritable, VarIntWritable, VectorAndPrefsWritable>.Context
context = EasyMock.createMock(Reducer.Context.class);
int itemIDIndex = TasteHadoopUtils.idToIndex(123L);
context.write(
EasyMock.eq(new VarIntWritable(itemIDIndex)),
vectorAndPrefsForFilteringMatches(123L, 456L, 789L));
EasyMock.replay(context);
new ItemFilterAsVectorAndPrefsReducer()
.reduce(
new VarLongWritable(123L),
Arrays.asList(new VarLongWritable(456L), new VarLongWritable(789L)),
context);
EasyMock.verify(context);
}
/** tests {@link ToUserVectorReducer} */
@Test
public void testToUserVectorReducer() throws Exception {
Reducer<VarLongWritable, VarLongWritable, VarLongWritable, VectorWritable>.Context context =
EasyMock.createMock(Reducer.Context.class);
context.write(
EasyMock.eq(new VarLongWritable(12L)),
MathHelper.vectorMatches(
MathHelper.elem(TasteHadoopUtils.idToIndex(34L), 1.0),
MathHelper.elem(TasteHadoopUtils.idToIndex(56L), 2.0)));
EasyMock.replay(context);
Collection<VarLongWritable> varLongWritables = new LinkedList<VarLongWritable>();
varLongWritables.add(new EntityPrefWritable(34L, 1.0f));
varLongWritables.add(new EntityPrefWritable(56L, 2.0f));
new ToUserVectorReducer().reduce(new VarLongWritable(12L), varLongWritables, context);
EasyMock.verify(context);
}
/** tests {@link SimilarityMatrixRowWrapperMapper} */
@Test
public void testSimilarityMatrixRowWrapperMapper() throws Exception {
Mapper<IntWritable, VectorWritable, VarIntWritable, VectorOrPrefWritable>.Context context =
EasyMock.createMock(Mapper.Context.class);
context.write(
EasyMock.eq(new VarIntWritable(12)),
vectorOfVectorOrPrefWritableMatches(MathHelper.elem(34, 0.5), MathHelper.elem(56, 0.7)));
EasyMock.replay(context);
RandomAccessSparseVector vector = new RandomAccessSparseVector(Integer.MAX_VALUE, 100);
vector.set(12, 1.0);
vector.set(34, 0.5);
vector.set(56, 0.7);
new SimilarityMatrixRowWrapperMapper()
.map(new IntWritable(12), new VectorWritable(vector), context);
EasyMock.verify(context);
}
/** tests {@link ToUserVectorReducer} using boolean data */
@Test
public void testToUserVectorReducerWithBooleanData() throws Exception {
Reducer<VarLongWritable, VarLongWritable, VarLongWritable, VectorWritable>.Context context =
EasyMock.createMock(Reducer.Context.class);
context.write(
EasyMock.eq(new VarLongWritable(12L)),
MathHelper.vectorMatches(
MathHelper.elem(TasteHadoopUtils.idToIndex(34L), 1.0),
MathHelper.elem(TasteHadoopUtils.idToIndex(56L), 1.0)));
EasyMock.replay(context);
new ToUserVectorReducer()
.reduce(
new VarLongWritable(12L),
Arrays.asList(new VarLongWritable(34L), new VarLongWritable(56L)),
context);
EasyMock.verify(context);
}
/**
* tests {@link ToVectorAndPrefReducer} in the error case that two similarity column vectors a
* supplied for the same item (which should never happen)
*/
@Test
public void testToVectorAndPrefReducerExceptionOn2Vectors() throws Exception {
Reducer<VarIntWritable, VectorOrPrefWritable, VarIntWritable, VectorAndPrefsWritable>.Context
context = EasyMock.createMock(Reducer.Context.class);
EasyMock.replay(context);
Vector similarityColumn1 = new RandomAccessSparseVector(Integer.MAX_VALUE, 100);
Vector similarityColumn2 = new RandomAccessSparseVector(Integer.MAX_VALUE, 100);
VectorOrPrefWritable similarities1 = new VectorOrPrefWritable(similarityColumn1);
VectorOrPrefWritable similarities2 = new VectorOrPrefWritable(similarityColumn2);
try {
new ToVectorAndPrefReducer()
.reduce(new VarIntWritable(1), Arrays.asList(similarities1, similarities2), context);
fail();
} catch (IllegalStateException e) {
// good
}
EasyMock.verify(context);
}
