List of usage examples for com.google.common.collect Maps newHashMapWithExpectedSize
public static <K, V> HashMap<K, V> newHashMapWithExpectedSize(int expectedSize)
From source file:org.apache.mahout.knn.tools.TrainNewsGroupsKMeansLogisticRegression.java
public static void main(String[] args) throws IOException, ParseException { Options options = new Options(); options.addOption("i", "input", true, "Path to the input folder containing the training set's" + " sequence files."); options.addOption("o", "output", true, "Base path to the output file. The name will be " + "appended with a suffix for each type of training."); options.addOption("a", "actual", false, "If set, runs the training with the actual cluster " + "assignments and outputs the model to the output path with a -actual suffix."); options.addOption("b", "ballkmeans", false, "If set, runs the training with the ball k-means " + "cluster assignments and outputs the model to the output path with a -ballkmeans suffix."); options.addOption("s", "streamingkmeans", false, "If set, runs the training with the " + "streaming k-means cluster assignments and outputs the model to the output path with a " + "-streamingkmeans suffix."); options.addOption("c", "centroids", true, "Path to the centroids seqfile"); CommandLine cmd = (new PosixParser()).parse(options, args); String inputPath = cmd.getOptionValue("input"); Preconditions.checkNotNull(inputPath); String outputBase = cmd.getOptionValue("output"); Preconditions.checkNotNull(outputBase); String centroidsPath = cmd.getOptionValue("centroids"); Preconditions.checkNotNull(centroidsPath); Configuration conf = new Configuration(); SequenceFileDirIterable<Text, VectorWritable> inputIterable = new SequenceFileDirIterable<Text, VectorWritable>( new Path(inputPath), PathType.LIST, conf); PrintStream clusterIdOut = new PrintStream(new FileOutputStream("cluster-ids.csv")); clusterIdOut.printf("clusterName, clusterId\n"); int clusterId = 0; Map<String, Integer> clusterNamesToIds = Maps.newHashMapWithExpectedSize(NUM_CLASSES); for (Pair<Text, VectorWritable> pair : inputIterable) { String clusterName = pair.getFirst().toString(); if (!clusterNamesToIds.containsKey(clusterName)) { clusterIdOut.printf("%s, %d\n", clusterName, clusterId); clusterNamesToIds.put(clusterName, clusterId++); }//from ww w . ja va 2 s . c o m } clusterIdOut.close(); if (cmd.hasOption("actual")) { System.out.printf("\nActual clusters models\n"); System.out.printf("----------------------\n"); long start = System.currentTimeMillis(); trainActual(inputIterable, outputBase, clusterNamesToIds); long end = System.currentTimeMillis(); System.out.printf("Trained models for actual clusters. Took %d ms\n", end - start); } if (cmd.hasOption("ballkmeans") || cmd.hasOption("streamingkmeans")) { SequenceFileValueIterable<CentroidWritable> centroidIterable = new SequenceFileValueIterable<CentroidWritable>( new Path(centroidsPath), conf); List<Centroid> centroids = Lists .newArrayList(CreateCentroids.getCentroidsFromCentroidWritableIterable(centroidIterable)); if (cmd.hasOption("ballkmeans")) { System.out.printf("\nBall k-means clusters models\n"); System.out.printf("----------------------------\n"); long start = System.currentTimeMillis(); trainComputed(inputIterable, outputBase, "ballkmeans", clusterNamesToIds, new Pair<Integer, Iterable<Centroid>>(NUM_FEATURES_BKM, centroids)); long end = System.currentTimeMillis(); System.out.printf("Trained models for ballkmeans clusters. Took %d ms\n", end - start); } if (cmd.hasOption("streamingkmeans")) { System.out.printf("\nStreaming k-means clusters models\n"); System.out.printf("---------------------------------\n"); long start = System.currentTimeMillis(); trainComputed(inputIterable, outputBase, "streamingkmeans", clusterNamesToIds, new Pair<Integer, Iterable<Centroid>>(centroids.size(), centroids)); long end = System.currentTimeMillis(); System.out.printf("Trained models for streamingkmeans clusters. Took %d ms\n", end - start); } } }
From source file:net.myrrix.online.eval.ParameterOptimizer.java
public static void main(String[] args) throws Exception { if (args.length < 4) { System.err.println(/*from ww w.j av a 2s . c om*/ "Usage: dataDirectory numSteps evaluationPercentage property=min:max [property2=min2:max2 ...]"); return; } final File dataDir = new File(args[0]); Preconditions.checkArgument(dataDir.exists() && dataDir.isDirectory(), "Not a directory: %s", dataDir); Preconditions.checkArgument(dataDir.listFiles().length > 0, "No files in: %s", dataDir); int numSteps = Integer.parseInt(args[1]); Preconditions.checkArgument(numSteps >= 2, "# steps must be at least 2: %s", numSteps); final double evaluationPercentage = Double.parseDouble(args[2]); Preconditions.checkArgument(evaluationPercentage > 0.0 && evaluationPercentage <= 1.0, "evaluationPercentage must be in (0,1]: %s", evaluationPercentage); Map<String, ParameterRange> parameterRanges = Maps.newHashMapWithExpectedSize(args.length); for (int i = 3; i < args.length; i++) { String[] propValue = EQUALS.split(args[i]); String systemProperty = propValue[0]; String[] minMax = COLON.split(propValue[1]); ParameterRange range; try { int min = Integer.parseInt(minMax[0]); int max = Integer.parseInt(minMax.length == 1 ? minMax[0] : minMax[1]); range = new ParameterRange(min, max); } catch (NumberFormatException ignored) { double min = Double.parseDouble(minMax[0]); double max = Double.parseDouble(minMax.length == 1 ? minMax[0] : minMax[1]); range = new ParameterRange(min, max); } parameterRanges.put(systemProperty, range); } Callable<Number> evaluator = new Callable<Number>() { @Override public Number call() throws IOException, TasteException, InterruptedException { MyrrixIRStatistics stats = (MyrrixIRStatistics) new PrecisionRecallEvaluator().evaluate(dataDir, 0.9, evaluationPercentage, null); return stats == null ? null : stats.getMeanAveragePrecision(); } }; ParameterOptimizer optimizer = new ParameterOptimizer(parameterRanges, numSteps, evaluator, false); Map<String, Number> optimalValues = optimizer.findGoodParameterValues(); System.out.println(optimalValues); }
From source file:com.opengamma.financial.comparison.PositionSetComparator.java
private static Set<PositionInfo> createPositionInfoSet(final ComparisonContext context, final Iterable<Position> positions, final int sizeHint) { final Map<PositionInfo, PositionInfo> map = Maps.newHashMapWithExpectedSize(sizeHint); for (Position position : positions) { final PositionInfo info = new PositionInfo(context, position); final PositionInfo previous = map.get(info); if (previous != null) { previous.associateAdditionalUnderlying(position); } else {//from w w w. j a v a 2s. co m map.put(info, info); } } return new HashSet<PositionInfo>(map.keySet()); }
From source file:com.google.wave.splash.rpc.RpcParam.java
/** * Constructs a map from a list of parameters. */// w w w. ja va 2 s. c o m public static Map<String, Object> toMap(RpcParam... params) { Map<String, Object> map; if (params.length > 0) { map = Maps.newHashMapWithExpectedSize(params.length); for (RpcParam p : params) { map.put(p.getName(), p.getValue()); } } else { map = Collections.emptyMap(); } return map; }
From source file:org.apache.phoenix.end2end.OrderByWithSpillingIT.java
@BeforeClass public static void doSetup() throws Exception { Map<String, String> props = Maps.newHashMapWithExpectedSize(1); // do lot's of spooling! props.put(QueryServices.SERVER_SPOOL_THRESHOLD_BYTES_ATTRIB, Integer.toString(1)); props.put(QueryServices.CLIENT_SPOOL_THRESHOLD_BYTES_ATTRIB, Integer.toString(1)); setUpTestDriver(new ReadOnlyProps(props.entrySet().iterator())); }
From source file:org.javersion.path.PropertyTree.java
public static PropertyTree build(Collection<PropertyPath> paths) { Map<PropertyPath, PropertyTree> nodes = Maps.newHashMapWithExpectedSize(paths.size()); for (PropertyPath path : paths) { PropertyTree parentTree = getOrCreate(PropertyPath.ROOT, nodes); for (PropertyPath subpath : path) { PropertyTree childTree = getOrCreate(subpath, nodes); if (parentTree != null) { parentTree.children.put(subpath.getName(), childTree); }/* ww w. ja v a2 s . com*/ parentTree = childTree; } } return nodes.get(PropertyPath.ROOT); }
From source file:com.opengamma.engine.target.resolver.AbstractIdentifierResolver.java
public static Map<ExternalIdBundle, UniqueId> resolveExternalIdsMultiThread(final PoolExecutor executor, final IdentifierResolver resolver, final Collection<ExternalIdBundle> identifiers, final VersionCorrection versionCorrection) { final PoolExecutor.Service<Void> jobs = executor.createService(null); final Map<ExternalIdBundle, UniqueId> result = Maps.newHashMapWithExpectedSize(identifiers.size()); for (final ExternalIdBundle identifier : identifiers) { jobs.execute(new Runnable() { @Override/*ww w.j ava 2 s .c o m*/ public void run() { final UniqueId uid = resolver.resolveExternalId(identifier, versionCorrection); if (uid != null) { synchronized (result) { result.put(identifier, uid); } } } }); } try { jobs.join(); } catch (InterruptedException e) { throw new OpenGammaRuntimeException("Interrupted", e); } return result; }
From source file:org.apache.phoenix.end2end.SpooledOrderByIT.java
@BeforeClass @Shadower(classBeingShadowed = BaseClientManagedTimeIT.class) public static void doSetup() throws Exception { Map<String, String> props = Maps.newHashMapWithExpectedSize(1); props.put(QueryServices.SPOOL_THRESHOLD_BYTES_ATTRIB, Integer.toString(100)); // Must update config before starting server setUpTestDriver(new ReadOnlyProps(props.entrySet().iterator())); }
From source file:org.apache.phoenix.end2end.InMemoryOrderByIT.java
@BeforeClass @Shadower(classBeingShadowed = BaseHBaseManagedTimeIT.class) public static void doSetup() throws Exception { Map<String, String> props = Maps.newHashMapWithExpectedSize(1); props.put(QueryServices.SPOOL_THRESHOLD_BYTES_ATTRIB, Integer.toString(1024 * 1024)); // Must update config before starting server setUpTestDriver(new ReadOnlyProps(props.entrySet().iterator())); }
From source file:com.exoplatform.iversion.object.PropertyTree.java
public static PropertyTree build(Collection<PropertyPath> paths) { Map<PropertyPath, PropertyTree> nodes = Maps.newHashMapWithExpectedSize(paths.size()); for (PropertyPath path : paths) { PropertyTree parentTree = null;// w w w. jav a 2 s . c o m for (PropertyPath subpath : path) { PropertyTree childTree = nodes.get(subpath); if (childTree == null) { childTree = new PropertyTree(subpath); nodes.put(subpath, childTree); } if (parentTree != null) { parentTree.children.put(subpath.getName(), childTree); } parentTree = childTree; } } return nodes.get(PropertyPath.ROOT); }