List of usage examples for com.google.common.collect Ordering usingToString
@GwtCompatible(serializable = true) public static Ordering<Object> usingToString()
From source file:com.tdunning.ch16.train.TrainNewsGroups.java
public static void main(String[] args) throws IOException { File base = new File(args[0]); int leakType = 0; if (args.length > 1) { leakType = Integer.parseInt(args[1]); }//from ww w .ja va 2 s. c om Dictionary newsGroups = new Dictionary(); encoder.setProbes(2); AdaptiveLogisticRegression learningAlgorithm = new AdaptiveLogisticRegression(20, FEATURES, new L1()); learningAlgorithm.setInterval(800); learningAlgorithm.setAveragingWindow(500); List<File> files = Lists.newArrayList(); File[] directories = base.listFiles(); Arrays.sort(directories, Ordering.usingToString()); for (File newsgroup : directories) { if (newsgroup.isDirectory()) { newsGroups.intern(newsgroup.getName()); files.addAll(Arrays.asList(newsgroup.listFiles())); } } Collections.shuffle(files); System.out.printf("%d training files\n", files.size()); System.out.printf("%s\n", Arrays.asList(directories)); double averageLL = 0; double averageCorrect = 0; int k = 0; double step = 0; int[] bumps = { 1, 2, 5 }; for (File file : files) { String ng = file.getParentFile().getName(); int actual = newsGroups.intern(ng); Vector v = encodeFeatureVector(file); learningAlgorithm.train(actual, v); k++; int bump = bumps[(int) Math.floor(step) % bumps.length]; int scale = (int) Math.pow(10, Math.floor(step / bumps.length)); State<AdaptiveLogisticRegression.Wrapper, CrossFoldLearner> best = learningAlgorithm.getBest(); double maxBeta; double nonZeros; double positive; double norm; double lambda = 0; double mu = 0; if (best != null) { CrossFoldLearner state = best.getPayload().getLearner(); averageCorrect = state.percentCorrect(); averageLL = state.logLikelihood(); OnlineLogisticRegression model = state.getModels().get(0); // finish off pending regularization model.close(); Matrix beta = model.getBeta(); maxBeta = beta.aggregate(Functions.MAX, Functions.ABS); nonZeros = beta.aggregate(Functions.PLUS, new DoubleFunction() { @Override public double apply(double v) { return Math.abs(v) > 1.0e-6 ? 1 : 0; } }); positive = beta.aggregate(Functions.PLUS, new DoubleFunction() { @Override public double apply(double v) { return v > 0 ? 1 : 0; } }); norm = beta.aggregate(Functions.PLUS, Functions.ABS); lambda = learningAlgorithm.getBest().getMappedParams()[0]; mu = learningAlgorithm.getBest().getMappedParams()[1]; } else { maxBeta = 0; nonZeros = 0; positive = 0; norm = 0; } if (k % (bump * scale) == 0) { if (learningAlgorithm.getBest() != null) { ModelSerializer.writeBinary("/tmp/news-group-" + k + ".model", learningAlgorithm.getBest().getPayload().getLearner().getModels().get(0)); } step += 0.25; System.out.printf("%.2f\t%.2f\t%.2f\t%.2f\t%.8g\t%.8g\t", maxBeta, nonZeros, positive, norm, lambda, mu); System.out.printf("%d\t%.3f\t%.2f\t%s\n", k, averageLL, averageCorrect * 100, LEAK_LABELS[leakType % 3]); } } learningAlgorithm.close(); dissect(newsGroups, learningAlgorithm, files); System.out.println("exiting main"); ModelSerializer.writeBinary("/tmp/news-group.model", learningAlgorithm.getBest().getPayload().getLearner().getModels().get(0)); }
From source file:google.registry.model.SchemaVersion.java
/** * Returns a set of classes corresponding to all types persisted within the model classes, sorted * by the string representation.//from w w w. j ava2s. c o m */ private static SortedSet<Class<?>> getAllPersistedTypes() { SortedSet<Class<?>> persistedTypes = new TreeSet<>(Ordering.usingToString()); Queue<Class<?>> queue = new ArrayDeque<>(); // Do a breadth-first search for persisted types, starting with @Entity types and expanding each // ImmutableObject by querying it for all its persisted field types. persistedTypes.addAll(EntityClasses.ALL_CLASSES); queue.addAll(persistedTypes); while (!queue.isEmpty()) { Class<?> clazz = queue.remove(); if (ImmutableObject.class.isAssignableFrom(clazz)) { for (Class<?> persistedFieldType : ModelUtils.getPersistedFieldTypes(clazz)) { if (persistedTypes.add(persistedFieldType)) { // If we haven't seen this type before, add it to the queue to query its field types. queue.add(persistedFieldType); } } } } return persistedTypes; }
From source file:io.crate.testing.SQLPrinter.java
public static String print(Object o) { if (o instanceof QuerySpec) { return print((QuerySpec) o); } else if (o instanceof OrderBy) { return print((OrderBy) o); } else if (o instanceof Symbol) { return print((Symbol) o); } else if (o instanceof HashSet) { return print(Ordering.usingToString().sortedCopy((HashSet) o)); } else if (o instanceof Collection) { return print((Collection<Symbol>) o); } else if (o == null) { return "null"; }/*ww w . j a v a2s . co m*/ return o.toString(); }
From source file:uk.ac.open.kmi.iserve.discovery.api.ranking.impl.ReverseRanker.java
@Override public SortedMap<URI, Double> rank(Map<URI, Double> map) { Ordering<URI> byScoreOrdering = Ordering.natural().onResultOf(Functions.forMap(map)) .compound(Ordering.usingToString()); return ImmutableSortedMap.copyOf(map, byScoreOrdering); }
From source file:uk.ac.open.kmi.iserve.discovery.api.ranking.impl.StandardRanker.java
@Override public SortedMap<URI, Double> rank(Map<URI, Double> map) { Ordering<URI> byScoreOrdering = Ordering.natural().reverse().onResultOf(Functions.forMap(map)) .compound(Ordering.usingToString()); return ImmutableSortedMap.copyOf(map, byScoreOrdering); }
From source file:org.polarsys.reqcycle.traceability.types.impl.TraceTypesManager.java
@Override public Iterable<TType> getAllTTypes() { return Ordering.usingToString().immutableSortedCopy(map.values()); }
From source file:org.gradle.internal.component.AmbiguousVariantSelectionException.java
public static void formatAttributes(TreeFormatter formatter, AttributeContainer attributes) { formatter.startChildren();/*ww w . j av a 2 s. co m*/ for (Attribute<?> attribute : Ordering.usingToString().sortedCopy(attributes.keySet())) { formatter.node(attribute.getName() + " '" + attributes.getAttribute(attribute) + "'"); } formatter.endChildren(); }
From source file:org.sosy_lab.solver.Model.java
public static void appendModel(Appendable output, Map<AssignableTerm, Object> data) throws IOException { Map<AssignableTerm, Object> sorted = ImmutableSortedMap.copyOf(data, Ordering.usingToString()); joiner.appendTo(output, sorted);//from www. java 2 s . c o m }
From source file:co.cask.common.cli.completers.StringsCompleter.java
@Override protected Collection<String> getCandidates(String buffer) { List<String> mutableCandidates = Lists.newArrayList(); for (String candidate : getStrings()) { if (candidate.startsWith(buffer)) { mutableCandidates.add(candidate); }// w w w .ja va 2 s . c o m } Collections.sort(mutableCandidates, Ordering.usingToString()); return Collections.unmodifiableList(mutableCandidates); }
From source file:org.polarsys.reqcycle.traceability.types.impl.TraceTypesManager.java
@Override public Iterable<RegisteredAttribute> getAllAttributes() { return Ordering.usingToString().immutableSortedCopy(mapAtt.values()); }