merge upstream/master

1 files changed, 199 insertions, 0 deletions

diff --git a/klm/lm/partial_test.cc b/klm/lm/partial_test.cc
new file mode 100644
index 00000000..8d309c85
--- /dev/null
+++ b/klm/lm/partial_test.cc
@@ -0,0 +1,199 @@
+#include "lm/partial.hh"
+
+#include "lm/left.hh"
+#include "lm/model.hh"
+#include "util/tokenize_piece.hh"
+
+#define BOOST_TEST_MODULE PartialTest
+#include <boost/test/unit_test.hpp>
+#include <boost/test/floating_point_comparison.hpp>
+
+namespace lm {
+namespace ngram {
+namespace {
+
+const char *TestLocation() {
+  if (boost::unit_test::framework::master_test_suite().argc < 2) {
+    return "test.arpa";
+  }
+  return boost::unit_test::framework::master_test_suite().argv[1];
+}
+
+Config SilentConfig() {
+  Config config;
+  config.arpa_complain = Config::NONE;
+  config.messages = NULL;
+  return config;
+}
+
+struct ModelFixture {
+  ModelFixture() : m(TestLocation(), SilentConfig()) {}
+
+  RestProbingModel m;
+};
+
+BOOST_FIXTURE_TEST_SUITE(suite, ModelFixture)
+
+BOOST_AUTO_TEST_CASE(SimpleBefore) {
+  Left left;
+  left.full = false;
+  left.length = 0;
+  Right right;
+  right.length = 0;
+
+  Right reveal;
+  reveal.length = 1;
+  WordIndex period = m.GetVocabulary().Index(".");
+  reveal.words[0] = period;
+  reveal.backoff[0] = -0.845098;
+
+  BOOST_CHECK_CLOSE(0.0, RevealBefore(m, reveal, 0, false, left, right), 0.001);
+  BOOST_CHECK_EQUAL(0, left.length);
+  BOOST_CHECK(!left.full);
+  BOOST_CHECK_EQUAL(1, right.length);
+  BOOST_CHECK_EQUAL(period, right.words[0]);
+  BOOST_CHECK_CLOSE(-0.845098, right.backoff[0], 0.001);
+
+  WordIndex more = m.GetVocabulary().Index("more");
+  reveal.words[1] = more;
+  reveal.backoff[1] =  -0.4771212;
+  reveal.length = 2;
+  BOOST_CHECK_CLOSE(0.0, RevealBefore(m, reveal, 1, false, left, right), 0.001);
+  BOOST_CHECK_EQUAL(0, left.length);
+  BOOST_CHECK(!left.full);
+  BOOST_CHECK_EQUAL(2, right.length);
+  BOOST_CHECK_EQUAL(period, right.words[0]);
+  BOOST_CHECK_EQUAL(more, right.words[1]);
+  BOOST_CHECK_CLOSE(-0.845098, right.backoff[0], 0.001);
+  BOOST_CHECK_CLOSE(-0.4771212, right.backoff[1], 0.001);
+}
+
+BOOST_AUTO_TEST_CASE(AlsoWouldConsider) {
+  WordIndex would = m.GetVocabulary().Index("would");
+  WordIndex consider = m.GetVocabulary().Index("consider");
+
+  ChartState current;
+  current.left.length = 1;
+  current.left.pointers[0] = would;
+  current.left.full = false;
+  current.right.length = 1;
+  current.right.words[0] = would;
+  current.right.backoff[0] = -0.30103;
+
+  Left after;
+  after.full = false;
+  after.length = 1;
+  after.pointers[0] = consider;
+
+  // adjustment for would consider
+  BOOST_CHECK_CLOSE(-1.687872 - -0.2922095 - 0.30103, RevealAfter(m, current.left, current.right, after, 0), 0.001);
+
+  BOOST_CHECK_EQUAL(2, current.left.length);
+  BOOST_CHECK_EQUAL(would, current.left.pointers[0]);
+  BOOST_CHECK_EQUAL(false, current.left.full);
+
+  WordIndex also = m.GetVocabulary().Index("also");
+  Right before;
+  before.length = 1;
+  before.words[0] = also;
+  before.backoff[0] = -0.30103;
+  // r(would) = -0.2922095 [i would], r(would -> consider) = -1.988902 [b(would) + p(consider)]
+  // p(also -> would) = -2, p(also would -> consider) = -3
+  BOOST_CHECK_CLOSE(-2 + 0.2922095 -3 + 1.988902, RevealBefore(m, before, 0, false, current.left, current.right), 0.001);
+  BOOST_CHECK_EQUAL(0, current.left.length);
+  BOOST_CHECK(current.left.full);
+  BOOST_CHECK_EQUAL(2, current.right.length);
+  BOOST_CHECK_EQUAL(would, current.right.words[0]);
+  BOOST_CHECK_EQUAL(also, current.right.words[1]);
+}
+
+BOOST_AUTO_TEST_CASE(EndSentence) {
+  WordIndex loin = m.GetVocabulary().Index("loin");
+  WordIndex period = m.GetVocabulary().Index(".");
+  WordIndex eos = m.GetVocabulary().EndSentence();
+
+  ChartState between;
+  between.left.length = 1;
+  between.left.pointers[0] = eos;
+  between.left.full = true;
+  between.right.length = 0;
+
+  Right before;
+  before.words[0] = period;
+  before.words[1] = loin;
+  before.backoff[0] = -0.845098;
+  before.backoff[1] = 0.0;
+  
+  before.length = 1;
+  BOOST_CHECK_CLOSE(-0.0410707, RevealBefore(m, before, 0, true, between.left, between.right), 0.001);
+  BOOST_CHECK_EQUAL(0, between.left.length);
+}
+
+float ScoreFragment(const RestProbingModel &model, unsigned int *begin, unsigned int *end, ChartState &out) {
+  RuleScore<RestProbingModel> scorer(model, out);
+  for (unsigned int *i = begin; i < end; ++i) {
+    scorer.Terminal(*i);
+  }
+  return scorer.Finish();
+}
+
+void CheckAdjustment(const RestProbingModel &model, float expect, const Right &before_in, bool before_full, ChartState between, const Left &after_in) {
+  Right before(before_in);
+  Left after(after_in);
+  after.full = false;
+  float got = 0.0;
+  for (unsigned int i = 1; i < 5; ++i) {
+    if (before_in.length >= i) {
+      before.length = i;
+      got += RevealBefore(model, before, i - 1, false, between.left, between.right);
+    }
+    if (after_in.length >= i) {
+      after.length = i;
+      got += RevealAfter(model, between.left, between.right, after, i - 1);
+    }
+  }
+  if (after_in.full) {
+    after.full = true;
+    got += RevealAfter(model, between.left, between.right, after, after.length);
+  }
+  if (before_full) {
+    got += RevealBefore(model, before, before.length, true, between.left, between.right);
+  }
+  // Sometimes they're zero and BOOST_CHECK_CLOSE fails for this. 
+  BOOST_CHECK(fabs(expect - got) < 0.001);
+}
+
+void FullDivide(const RestProbingModel &model, StringPiece str) {
+  std::vector<WordIndex> indices;
+  for (util::TokenIter<util::SingleCharacter, true> i(str, ' '); i; ++i) {
+    indices.push_back(model.GetVocabulary().Index(*i));
+  }
+  ChartState full_state;
+  float full = ScoreFragment(model, &indices.front(), &indices.back() + 1, full_state);
+
+  ChartState before_state;
+  before_state.left.full = false;
+  RuleScore<RestProbingModel> before_scorer(model, before_state);
+  float before_score = 0.0;
+  for (unsigned int before = 0; before < indices.size(); ++before) {
+    for (unsigned int after = before; after <= indices.size(); ++after) {
+      ChartState after_state, between_state;
+      float after_score = ScoreFragment(model, &indices.front() + after, &indices.front() + indices.size(), after_state);
+      float between_score = ScoreFragment(model, &indices.front() + before, &indices.front() + after, between_state);
+      CheckAdjustment(model, full - before_score - after_score - between_score, before_state.right, before_state.left.full, between_state, after_state.left);
+    }
+    before_scorer.Terminal(indices[before]);
+    before_score = before_scorer.Finish();
+  }
+}
+
+BOOST_AUTO_TEST_CASE(Strings) {
+  FullDivide(m, "also would consider");
+  FullDivide(m, "looking on a little more loin . </s>");
+  FullDivide(m, "in biarritz watching considering looking . on a little more loin also would consider higher to look good unknown the screening foo bar , unknown however unknown </s>");
+}
+
+BOOST_AUTO_TEST_SUITE_END()
+} // namespace
+} // namespace ngram
+} // namespace lm