xref: /dports/www/chromium-legacy/chromium-88.0.4324.182/components/omnibox/browser/scored_history_match_unittest.cc

// Copyright (c) 2012 The Chromium Authors. All rights reserved.
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.

#include "components/omnibox/browser/scored_history_match.h"

#include <algorithm>
#include <memory>
#include <numeric>
#include <utility>

#include "base/auto_reset.h"
#include "base/bind.h"
#include "base/i18n/break_iterator.h"
#include "base/strings/string16.h"
#include "base/strings/utf_string_conversions.h"
#include "base/test/scoped_feature_list.h"
#include "build/build_config.h"
#include "components/omnibox/browser/omnibox_field_trial.h"
#include "components/omnibox/common/omnibox_features.h"
#include "components/search_engines/search_terms_data.h"
#include "testing/gmock/include/gmock/gmock.h"
#include "testing/gtest/include/gtest/gtest.h"

using base::ASCIIToUTF16;
using testing::ElementsAre;
using testing::Pair;

namespace {

// Returns a VisitInfoVector that includes |num_visits| spread over the
// last |frequency|*|num_visits| days (relative to |now|).  A frequency of
// one means one visit each day, two means every other day, etc.
VisitInfoVector CreateVisitInfoVector(int num_visits,
                                      int frequency,
                                      base::Time now) {
  VisitInfoVector visits;
  for (int i = 0; i < num_visits; ++i) {
    visits.push_back(
        std::make_pair(now - base::TimeDelta::FromDays(i * frequency),
                       ui::PAGE_TRANSITION_LINK));
  }
  return visits;
}

}  // namespace

class ScoredHistoryMatchTest : public testing::Test {
 protected:
  // Convenience function to create a history::URLRow with basic data for |url|,
  // |title|, |visit_count|, and |typed_count|. |days_since_last_visit| gives
  // the number of days ago to which to set the URL's last_visit.
  history::URLRow MakeURLRow(const char* url,
                             const char* title,
                             int visit_count,
                             int days_since_last_visit,
                             int typed_count);

  // Convenience function to set the word starts information from a
  // history::URLRow's URL and title.
  void PopulateWordStarts(const history::URLRow& url_row,
                          RowWordStarts* word_starts);

  // Convenience functions for easily creating vectors of search terms.
  String16Vector Make1Term(const char* term) const;
  String16Vector Make2Terms(const char* term_1, const char* term_2) const;

  // Convenience function for GetTopicalityScore() that builds the term match
  // and word break information automatically that are needed to call
  // GetTopicalityScore().
  float GetTopicalityScoreOfTermAgainstURLAndTitle(
      const std::vector<const std::string>&,
      const WordStarts term_word_starts,
      const GURL& url,
      const base::string16& title);
};

history::URLRow ScoredHistoryMatchTest::MakeURLRow(const char* url,
                                                   const char* title,
                                                   int visit_count,
                                                   int days_since_last_visit,
                                                   int typed_count) {
  history::URLRow row(GURL(url), 0);
  row.set_title(ASCIIToUTF16(title));
  row.set_visit_count(visit_count);
  row.set_typed_count(typed_count);
  row.set_last_visit(base::Time::NowFromSystemTime() -
                     base::TimeDelta::FromDays(days_since_last_visit));
  return row;
}

void ScoredHistoryMatchTest::PopulateWordStarts(const history::URLRow& url_row,
                                                RowWordStarts* word_starts) {
  String16SetFromString16(ASCIIToUTF16(url_row.url().spec()),
                          &word_starts->url_word_starts_);
  String16SetFromString16(url_row.title(), &word_starts->title_word_starts_);
}

String16Vector ScoredHistoryMatchTest::Make1Term(const char* term) const {
  String16Vector original_terms;
  original_terms.push_back(ASCIIToUTF16(term));
  return original_terms;
}

String16Vector ScoredHistoryMatchTest::Make2Terms(const char* term_1,
                                                  const char* term_2) const {
  String16Vector original_terms;
  original_terms.push_back(ASCIIToUTF16(term_1));
  original_terms.push_back(ASCIIToUTF16(term_2));
  return original_terms;
}

float ScoredHistoryMatchTest::GetTopicalityScoreOfTermAgainstURLAndTitle(
    const std::vector<const std::string>& terms,
    const WordStarts term_word_starts,
    const GURL& url,
    const base::string16& title) {
  String16Vector term_vector;
  std::transform(terms.begin(), terms.end(), std::back_inserter(term_vector),
                 [](auto term) { return base::UTF8ToUTF16(term); });
  std::string terms_joint =
      std::accumulate(std::next(terms.begin()), terms.end(), terms[0],
                      [](std::string accumulator, std::string term) {
                        return accumulator + " " + term;
                      });
  RowWordStarts row_word_starts;
  base::string16 url_string = base::UTF8ToUTF16(url.spec());
  String16SetFromString16(url_string, &row_word_starts.url_word_starts_);
  String16SetFromString16(title, &row_word_starts.title_word_starts_);
  auto row = history::URLRow(GURL(url));
  row.set_title(title);
  ScoredHistoryMatch scored_match(
      row, VisitInfoVector(), base::UTF8ToUTF16(terms_joint), term_vector,
      term_word_starts, row_word_starts, false, 1, base::Time::Max());
  scored_match.topicality_threshold_ = -1;
  return scored_match.GetTopicalityScore(term_vector.size(), url,
                                         base::OffsetAdjuster::Adjustments(),
                                         term_word_starts, row_word_starts);
}

TEST_F(ScoredHistoryMatchTest, Scoring) {
  // We use NowFromSystemTime() because MakeURLRow uses the same function
  // to calculate last visit time when building a row.
  base::Time now = base::Time::NowFromSystemTime();

  history::URLRow row_a(MakeURLRow("http://fedcba", "abcd bcd", 3, 30, 1));
  RowWordStarts word_starts_a;
  PopulateWordStarts(row_a, &word_starts_a);
  WordStarts one_word_no_offset(1, 0u);
  VisitInfoVector visits_a = CreateVisitInfoVector(3, 30, now);
  // Mark one visit as typed.
  visits_a[0].second = ui::PAGE_TRANSITION_TYPED;
  ScoredHistoryMatch scored_a(row_a, visits_a, ASCIIToUTF16("abc"),
                              Make1Term("abc"), one_word_no_offset,
                              word_starts_a, false, 1, now);

  // Test scores based on visit_count.
  history::URLRow row_b(MakeURLRow("http://abcdef", "abcd bcd", 10, 30, 1));
  RowWordStarts word_starts_b;
  PopulateWordStarts(row_b, &word_starts_b);
  VisitInfoVector visits_b = CreateVisitInfoVector(10, 30, now);
  visits_b[0].second = ui::PAGE_TRANSITION_TYPED;
  ScoredHistoryMatch scored_b(row_b, visits_b, ASCIIToUTF16("abc"),
                              Make1Term("abc"), one_word_no_offset,
                              word_starts_b, false, 1, now);
  EXPECT_GT(scored_b.raw_score, scored_a.raw_score);

  // Test scores based on last_visit.
  history::URLRow row_c(MakeURLRow("http://abcdef", "abcd bcd", 3, 10, 1));
  RowWordStarts word_starts_c;
  PopulateWordStarts(row_c, &word_starts_c);
  VisitInfoVector visits_c = CreateVisitInfoVector(3, 10, now);
  visits_c[0].second = ui::PAGE_TRANSITION_TYPED;
  ScoredHistoryMatch scored_c(row_c, visits_c, ASCIIToUTF16("abc"),
                              Make1Term("abc"), one_word_no_offset,
                              word_starts_c, false, 1, now);
  EXPECT_GT(scored_c.raw_score, scored_a.raw_score);

  // Test scores based on typed_count.
  history::URLRow row_d(MakeURLRow("http://abcdef", "abcd bcd", 3, 30, 3));
  RowWordStarts word_starts_d;
  PopulateWordStarts(row_d, &word_starts_d);
  VisitInfoVector visits_d = CreateVisitInfoVector(3, 30, now);
  visits_d[0].second = ui::PAGE_TRANSITION_TYPED;
  visits_d[1].second = ui::PAGE_TRANSITION_TYPED;
  visits_d[2].second = ui::PAGE_TRANSITION_TYPED;
  ScoredHistoryMatch scored_d(row_d, visits_d, ASCIIToUTF16("abc"),
                              Make1Term("abc"), one_word_no_offset,
                              word_starts_d, false, 1, now);
  EXPECT_GT(scored_d.raw_score, scored_a.raw_score);

  // Test scores based on a terms appearing multiple times.
  history::URLRow row_e(MakeURLRow(
      "http://csi.csi.csi/csi_csi",
      "CSI Guide to CSI Las Vegas, CSI New York, CSI Provo", 3, 30, 3));
  RowWordStarts word_starts_e;
  PopulateWordStarts(row_e, &word_starts_e);
  const VisitInfoVector visits_e = visits_d;
  ScoredHistoryMatch scored_e(row_e, visits_e, ASCIIToUTF16("csi"),
                              Make1Term("csi"), one_word_no_offset,
                              word_starts_e, false, 1, now);
  EXPECT_LT(scored_e.raw_score, 1400);

  // Test that a result with only a mid-term match (i.e., not at a word
  // boundary) scores 0.
  ScoredHistoryMatch scored_f(row_a, visits_a, ASCIIToUTF16("cd"),
                              Make1Term("cd"), one_word_no_offset,
                              word_starts_a, false, 1, now);
  EXPECT_EQ(scored_f.raw_score, 0);
}

TEST_F(ScoredHistoryMatchTest, ScoringBookmarks) {
  // We use NowFromSystemTime() because MakeURLRow uses the same function
  // to calculate last visit time when building a row.
  base::Time now = base::Time::NowFromSystemTime();

  std::string url_string("http://fedcba");
  const GURL url(url_string);
  history::URLRow row(MakeURLRow(url_string.c_str(), "abcd bcd", 8, 3, 1));
  RowWordStarts word_starts;
  PopulateWordStarts(row, &word_starts);
  WordStarts one_word_no_offset(1, 0u);
  VisitInfoVector visits = CreateVisitInfoVector(8, 3, now);
  ScoredHistoryMatch scored(row, visits, ASCIIToUTF16("abc"), Make1Term("abc"),
                            one_word_no_offset, word_starts, false, 1, now);
  // Now check that if URL is bookmarked then its score increases.
  base::AutoReset<float> reset(&ScoredHistoryMatch::bookmark_value_, 5);
  ScoredHistoryMatch scored_with_bookmark(row, visits, ASCIIToUTF16("abc"),
                                          Make1Term("abc"), one_word_no_offset,
                                          word_starts, true, 1, now);
  EXPECT_GT(scored_with_bookmark.raw_score, scored.raw_score);
}

TEST_F(ScoredHistoryMatchTest, ScoringTLD) {
  // We use NowFromSystemTime() because MakeURLRow uses the same function
  // to calculate last visit time when building a row.
  base::Time now = base::Time::NowFromSystemTime();

  // By default, a tld match should not contribute to the suggestion score.
  std::string url_string("http://fedcba.com/");
  const GURL url(url_string);
  history::URLRow row(MakeURLRow(url_string.c_str(), "", 8, 3, 1));
  RowWordStarts word_starts;
  PopulateWordStarts(row, &word_starts);
  WordStarts two_words_no_offsets(2, 0u);
  VisitInfoVector visits = CreateVisitInfoVector(8, 3, now);
  ScoredHistoryMatch scored(row, visits, ASCIIToUTF16("fed com"),
                            Make2Terms("fed", "com"), two_words_no_offsets,
                            word_starts, false, 1, now);
  EXPECT_GT(scored.raw_score, 0);

  // Now allow credit for the match in the TLD.
  base::AutoReset<bool> reset(&ScoredHistoryMatch::allow_tld_matches_, true);
  ScoredHistoryMatch scored_with_tld(
      row, visits, ASCIIToUTF16("fed com"), Make2Terms("fed", "com"),
      two_words_no_offsets, word_starts, false, 1, now);
  EXPECT_GT(scored_with_tld.raw_score, 0);

  EXPECT_GT(scored_with_tld.raw_score, scored.raw_score);
}

TEST_F(ScoredHistoryMatchTest, ScoringScheme) {
  // We use NowFromSystemTime() because MakeURLRow uses the same function
  // to calculate last visit time when building a row.
  base::Time now = base::Time::NowFromSystemTime();

  // By default, a scheme match should not contribute to the suggestion score
  std::string url_string("http://fedcba/");
  const GURL url(url_string);
  history::URLRow row(MakeURLRow(url_string.c_str(), "", 8, 3, 1));
  RowWordStarts word_starts;
  PopulateWordStarts(row, &word_starts);
  WordStarts two_words_no_offsets(2, 0u);
  VisitInfoVector visits = CreateVisitInfoVector(8, 3, now);
  ScoredHistoryMatch scored(row, visits, ASCIIToUTF16("fed http"),
                            Make2Terms("fed", "http"), two_words_no_offsets,
                            word_starts, false, 1, now);
  EXPECT_GT(scored.raw_score, 0);

  // Now allow credit for the match in the scheme.
  base::AutoReset<bool> reset(&ScoredHistoryMatch::allow_scheme_matches_, true);
  ScoredHistoryMatch scored_with_scheme(
      row, visits, ASCIIToUTF16("fed http"), Make2Terms("fed", "http"),
      two_words_no_offsets, word_starts, false, 1, now);
  EXPECT_GT(scored_with_scheme.raw_score, 0);

  EXPECT_GT(scored_with_scheme.raw_score, scored.raw_score);
}

TEST_F(ScoredHistoryMatchTest, MatchURLComponents) {
  // We use NowFromSystemTime() because MakeURLRow uses the same function
  // to calculate last visit time when building a row.
  base::Time now = base::Time::NowFromSystemTime();
  RowWordStarts word_starts;
  WordStarts one_word_no_offset(1, 0u);
  VisitInfoVector visits;

  {
    history::URLRow row(
        MakeURLRow("http://www.google.com", "abcdef", 3, 30, 1));
    PopulateWordStarts(row, &word_starts);
    ScoredHistoryMatch scored_a(row, visits, ASCIIToUTF16("g"), Make1Term("g"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_a.match_in_scheme);
    EXPECT_FALSE(scored_a.match_in_subdomain);
    ScoredHistoryMatch scored_b(row, visits, ASCIIToUTF16("w"), Make1Term("w"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_b.match_in_scheme);
    EXPECT_TRUE(scored_b.match_in_subdomain);
    ScoredHistoryMatch scored_c(row, visits, ASCIIToUTF16("h"), Make1Term("h"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_TRUE(scored_c.match_in_scheme);
    EXPECT_FALSE(scored_c.match_in_subdomain);
    ScoredHistoryMatch scored_d(row, visits, ASCIIToUTF16("o"), Make1Term("o"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_d.match_in_scheme);
    EXPECT_FALSE(scored_d.match_in_subdomain);
  }

  {
    history::URLRow row(MakeURLRow("http://teams.foo.com", "abcdef", 3, 30, 1));
    PopulateWordStarts(row, &word_starts);
    ScoredHistoryMatch scored_a(row, visits, ASCIIToUTF16("t"), Make1Term("t"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_a.match_in_scheme);
    EXPECT_TRUE(scored_a.match_in_subdomain);
    ScoredHistoryMatch scored_b(row, visits, ASCIIToUTF16("f"), Make1Term("f"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_b.match_in_scheme);
    EXPECT_FALSE(scored_b.match_in_subdomain);
    ScoredHistoryMatch scored_c(row, visits, ASCIIToUTF16("o"), Make1Term("o"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_c.match_in_scheme);
    EXPECT_FALSE(scored_c.match_in_subdomain);
  }

  {
    history::URLRow row(MakeURLRow("http://en.m.foo.com", "abcdef", 3, 30, 1));
    PopulateWordStarts(row, &word_starts);
    ScoredHistoryMatch scored_a(row, visits, ASCIIToUTF16("e"), Make1Term("e"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_a.match_in_scheme);
    EXPECT_TRUE(scored_a.match_in_subdomain);
    ScoredHistoryMatch scored_b(row, visits, ASCIIToUTF16("m"), Make1Term("m"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_b.match_in_scheme);
    EXPECT_TRUE(scored_b.match_in_subdomain);
    ScoredHistoryMatch scored_c(row, visits, ASCIIToUTF16("f"), Make1Term("f"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_c.match_in_scheme);
    EXPECT_FALSE(scored_c.match_in_subdomain);
  }

  {
    history::URLRow row(
        MakeURLRow("https://www.testing.com/xxx?yyy#zzz", "abcdef", 3, 30, 1));
    PopulateWordStarts(row, &word_starts);
    ScoredHistoryMatch scored_a(row, visits, ASCIIToUTF16("t"), Make1Term("t"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_a.match_in_scheme);
    EXPECT_FALSE(scored_a.match_in_subdomain);
    ScoredHistoryMatch scored_b(row, visits, ASCIIToUTF16("h"), Make1Term("h"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_TRUE(scored_b.match_in_scheme);
    EXPECT_FALSE(scored_b.match_in_subdomain);
    ScoredHistoryMatch scored_c(row, visits, ASCIIToUTF16("w"), Make1Term("w"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_c.match_in_scheme);
    EXPECT_TRUE(scored_c.match_in_subdomain);
    ScoredHistoryMatch scored_d(row, visits, ASCIIToUTF16("x"), Make1Term("x"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_d.match_in_scheme);
    EXPECT_FALSE(scored_d.match_in_subdomain);
    ScoredHistoryMatch scored_e(row, visits, ASCIIToUTF16("y"), Make1Term("y"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_e.match_in_scheme);
    EXPECT_FALSE(scored_e.match_in_subdomain);
    ScoredHistoryMatch scored_f(row, visits, ASCIIToUTF16("z"), Make1Term("z"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_f.match_in_scheme);
    EXPECT_FALSE(scored_f.match_in_subdomain);
    ScoredHistoryMatch scored_g(row, visits, ASCIIToUTF16("https://www"),
                                Make1Term("https://www"), one_word_no_offset,
                                word_starts, false, 1, now);
    EXPECT_TRUE(scored_g.match_in_scheme);
    EXPECT_TRUE(scored_g.match_in_subdomain);
    ScoredHistoryMatch scored_h(row, visits, ASCIIToUTF16("testing.com/x"),
                                Make1Term("testing.com/x"), one_word_no_offset,
                                word_starts, false, 1, now);
    EXPECT_FALSE(scored_h.match_in_scheme);
    EXPECT_FALSE(scored_h.match_in_subdomain);
    ScoredHistoryMatch scored_i(row, visits,
                                ASCIIToUTF16("https://www.testing.com/x"),
                                Make1Term("https://www.testing.com/x"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_TRUE(scored_i.match_in_scheme);
    EXPECT_TRUE(scored_i.match_in_subdomain);
  }

  {
    history::URLRow row(
        MakeURLRow("http://www.xn--1lq90ic7f1rc.cn/xnblah", "abcd", 3, 30, 1));
    PopulateWordStarts(row, &word_starts);
    ScoredHistoryMatch scored_a(row, visits, ASCIIToUTF16("x"), Make1Term("x"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_a.match_in_scheme);
    EXPECT_FALSE(scored_a.match_in_subdomain);
    ScoredHistoryMatch scored_b(row, visits, ASCIIToUTF16("xn"),
                                Make1Term("xn"), one_word_no_offset,
                                word_starts, false, 1, now);
    EXPECT_FALSE(scored_b.match_in_scheme);
    EXPECT_FALSE(scored_b.match_in_subdomain);
    ScoredHistoryMatch scored_c(row, visits, ASCIIToUTF16("w"), Make1Term("w"),
                                one_word_no_offset, word_starts, false, 1, now);
    EXPECT_FALSE(scored_c.match_in_scheme);
    EXPECT_TRUE(scored_c.match_in_subdomain);
  }
}

TEST_F(ScoredHistoryMatchTest, GetTopicalityScoreTrailingSlash) {
  const float hostname = GetTopicalityScoreOfTermAgainstURLAndTitle(
      {"def"}, {0}, GURL("http://abc.def.com/"),
      ASCIIToUTF16("Non-Matching Title"));
  const float hostname_no_slash = GetTopicalityScoreOfTermAgainstURLAndTitle(
      {"def"}, {0}, GURL("http://abc.def.com"),
      ASCIIToUTF16("Non-Matching Title"));
  EXPECT_EQ(hostname_no_slash, hostname);
}

TEST_F(ScoredHistoryMatchTest, FilterMatches) {
  // For ease in interpreting this test, imagine the URL
  //    http://test.com/default/foo.aspxhome/hello.html.
  //    012345678901234567890123456789012345678901234567
  //              1         2         3         4
  // We test how FilterTermMatchesByWordStarts() reacts to various
  // one-character inputs.
  WordStarts terms_to_word_starts_offsets;
  terms_to_word_starts_offsets.push_back(0);
  WordStarts word_starts;
  word_starts.push_back(0);
  word_starts.push_back(7);
  word_starts.push_back(12);
  word_starts.push_back(16);
  word_starts.push_back(24);
  word_starts.push_back(28);
  word_starts.push_back(37);
  word_starts.push_back(43);

  // Check that "h" matches "http", "hello", and "html" but not "aspxhome" when
  // asked to filter non-word-start matches after the hostname.  The "15" in
  // the filter call below is the position of the "/" ending the hostname.
  TermMatches term_matches;
  term_matches.push_back(TermMatch(0, 0, 1));
  term_matches.push_back(TermMatch(0, 32, 1));
  term_matches.push_back(TermMatch(0, 37, 1));
  term_matches.push_back(TermMatch(0, 43, 1));
  TermMatches filtered_term_matches =
      ScoredHistoryMatch::FilterTermMatchesByWordStarts(
          term_matches, terms_to_word_starts_offsets, word_starts, 15,
          std::string::npos);
  ASSERT_EQ(3u, filtered_term_matches.size());
  EXPECT_EQ(0u, filtered_term_matches[0].offset);
  EXPECT_EQ(37u, filtered_term_matches[1].offset);
  EXPECT_EQ(43u, filtered_term_matches[2].offset);
  // The "http" match should remain after removing the mid-word matches in the
  // scheme.  The "4" is the position of the ":" character ending the scheme.
  filtered_term_matches = ScoredHistoryMatch::FilterTermMatchesByWordStarts(
      filtered_term_matches, terms_to_word_starts_offsets, word_starts, 0, 5);
  ASSERT_EQ(3u, filtered_term_matches.size());
  EXPECT_EQ(0u, filtered_term_matches[0].offset);
  EXPECT_EQ(37u, filtered_term_matches[1].offset);
  EXPECT_EQ(43u, filtered_term_matches[2].offset);

  // Check that "t" matches "http" twice and "test" twice but not "default" or
  // "html" when asked to filter non-word-start matches after the hostname.
  term_matches.clear();
  term_matches.push_back(TermMatch(0, 1, 1));
  term_matches.push_back(TermMatch(0, 2, 1));
  term_matches.push_back(TermMatch(0, 7, 1));
  term_matches.push_back(TermMatch(0, 10, 1));
  term_matches.push_back(TermMatch(0, 22, 1));
  term_matches.push_back(TermMatch(0, 45, 1));
  filtered_term_matches = ScoredHistoryMatch::FilterTermMatchesByWordStarts(
      term_matches, terms_to_word_starts_offsets, word_starts, 15,
      std::string::npos);
  ASSERT_EQ(4u, filtered_term_matches.size());
  EXPECT_EQ(1u, filtered_term_matches[0].offset);
  EXPECT_EQ(2u, filtered_term_matches[1].offset);
  EXPECT_EQ(7u, filtered_term_matches[2].offset);
  EXPECT_EQ(10u, filtered_term_matches[3].offset);
  // The "http" matches should disappear after removing mid-word matches in the
  // scheme.
  filtered_term_matches = ScoredHistoryMatch::FilterTermMatchesByWordStarts(
      filtered_term_matches, terms_to_word_starts_offsets, word_starts, 0, 4);
  ASSERT_EQ(2u, filtered_term_matches.size());
  EXPECT_EQ(7u, filtered_term_matches[0].offset);
  EXPECT_EQ(10u, filtered_term_matches[1].offset);

  // Check that "e" matches "test" but not "default" or "hello" when asked to
  // filter non-word-start matches after the hostname.
  term_matches.clear();
  term_matches.push_back(TermMatch(0, 8, 1));
  term_matches.push_back(TermMatch(0, 17, 1));
  term_matches.push_back(TermMatch(0, 38, 1));
  filtered_term_matches = ScoredHistoryMatch::FilterTermMatchesByWordStarts(
      term_matches, terms_to_word_starts_offsets, word_starts, 15,
      std::string::npos);
  ASSERT_EQ(1u, filtered_term_matches.size());
  EXPECT_EQ(8u, filtered_term_matches[0].offset);

  // Check that "d" matches "default" when asked to filter non-word-start
  // matches after the hostname.
  term_matches.clear();
  term_matches.push_back(TermMatch(0, 16, 1));
  filtered_term_matches = ScoredHistoryMatch::FilterTermMatchesByWordStarts(
      term_matches, terms_to_word_starts_offsets, word_starts, 15,
      std::string::npos);
  ASSERT_EQ(1u, filtered_term_matches.size());
  EXPECT_EQ(16u, filtered_term_matches[0].offset);

  // Check that "a" matches "aspxhome" but not "default" when asked to filter
  // non-word-start matches after the hostname.
  term_matches.clear();
  term_matches.push_back(TermMatch(0, 19, 1));
  term_matches.push_back(TermMatch(0, 28, 1));
  filtered_term_matches = ScoredHistoryMatch::FilterTermMatchesByWordStarts(
      term_matches, terms_to_word_starts_offsets, word_starts, 15,
      std::string::npos);
  ASSERT_EQ(1u, filtered_term_matches.size());
  EXPECT_EQ(28u, filtered_term_matches[0].offset);

  // Check that ".a" matches "aspxhome", i.e., that we recognize that is
  // is a valid match at a word break.  To recognize this,
  // |terms_to_word_starts_offsets| must record that the "word" in this term
  // starts at the second character.
  term_matches.clear();
  term_matches.push_back(TermMatch(0, 27, 1));
  filtered_term_matches = ScoredHistoryMatch::FilterTermMatchesByWordStarts(
      term_matches, /*terms_to_word_starts_offsets*/ {1}, word_starts, 15,
      std::string::npos);
  ASSERT_EQ(1u, filtered_term_matches.size());
  EXPECT_EQ(27u, filtered_term_matches[0].offset);

  // Check "de" + "fa" + "lt" matches "defa" when |allow_midword_continuations|
  // is true.
  term_matches.clear();
  term_matches.push_back(TermMatch(0, 16, 2));
  term_matches.push_back(TermMatch(1, 18, 2));
  term_matches.push_back(TermMatch(2, 21, 2));
  filtered_term_matches = ScoredHistoryMatch::FilterTermMatchesByWordStarts(
      term_matches, {0, 0, 0}, word_starts, 15, std::string::npos, true);
  ASSERT_EQ(2u, filtered_term_matches.size());
  EXPECT_EQ(16u, filtered_term_matches[0].offset);
  EXPECT_EQ(18u, filtered_term_matches[1].offset);

  // Check "de" + "fa" + "lt" matches "de" when |allow_midword_continuations| is
  // false.
  term_matches.clear();
  term_matches.push_back(TermMatch(0, 16, 2));
  term_matches.push_back(TermMatch(1, 18, 2));
  term_matches.push_back(TermMatch(2, 21, 2));
  filtered_term_matches = ScoredHistoryMatch::FilterTermMatchesByWordStarts(
      term_matches, {0, 0, 0}, word_starts, 15, std::string::npos, false);
  ASSERT_EQ(1u, filtered_term_matches.size());
  EXPECT_EQ(16u, filtered_term_matches[0].offset);
}

TEST_F(ScoredHistoryMatchTest, GetFrequency) {
  // Build a fake ScoredHistoryMatch, which we'll then reuse multiple times.
  history::URLRow row(GURL("http://foo"));
  RowWordStarts row_word_starts;
  PopulateWordStarts(row, &row_word_starts);
  base::Time now(base::Time::Max());
  VisitInfoVector visits;
  ScoredHistoryMatch match(row, visits, ASCIIToUTF16("foo"), Make1Term("foo"),
                           WordStarts{0}, row_word_starts, false, 1, now);

  // Record the score for one untyped visit.
  visits = {{now, ui::PAGE_TRANSITION_LINK}};
  const float one_untyped_score = match.GetFrequency(now, false, visits);

  // The score for one typed visit should be larger.
  visits = VisitInfoVector{{now, ui::PAGE_TRANSITION_TYPED}};
  const float one_typed_score = match.GetFrequency(now, false, visits);
  EXPECT_GT(one_typed_score, one_untyped_score);

  // It shouldn't matter if the typed visit has a transition qualifier.
  visits = {
      {now, ui::PageTransitionFromInt(ui::PAGE_TRANSITION_TYPED |
                                      ui::PAGE_TRANSITION_SERVER_REDIRECT)}};
  EXPECT_EQ(one_typed_score, match.GetFrequency(now, false, visits));

  // A score for one untyped visit to a bookmarked page should be larger than
  // the one untyped visit to a non-bookmarked page.
  visits = {{now, ui::PAGE_TRANSITION_LINK}};
  EXPECT_GE(match.GetFrequency(now, true, visits), one_untyped_score);

  // Now consider pages visited twice, with one visit being typed and one
  // untyped.

  // A two-visit score should have a higher score than the single typed visit
  // score.
  visits = {{now, ui::PAGE_TRANSITION_TYPED},
            {now - base::TimeDelta::FromDays(1), ui::PAGE_TRANSITION_LINK}};
  const float two_visits_score = match.GetFrequency(now, false, visits);
  EXPECT_GT(two_visits_score, one_typed_score);

  // Add an third untyped visit.
  visits.push_back(
      {now - base::TimeDelta::FromDays(2), ui::PAGE_TRANSITION_LINK});

  // The score should be higher than the two-visit score.
  const float three_visits_score = match.GetFrequency(now, false, visits);
  EXPECT_GT(three_visits_score, two_visits_score);

  // If we're only supposed to consider the most recent two visits, then the
  // score should be the same as in the two-visit case.
  {
    base::AutoReset<size_t> tmp1(&ScoredHistoryMatch::max_visits_to_score_, 2);
    EXPECT_EQ(two_visits_score, match.GetFrequency(now, false, visits));

    // Check again with the third visit being typed.
    visits[2].second = ui::PAGE_TRANSITION_TYPED;
    EXPECT_EQ(two_visits_score, match.GetFrequency(now, false, visits));
  }
}

TEST_F(ScoredHistoryMatchTest, GetDocumentSpecificityScore) {
  // Build a fake ScoredHistoryMatch, which we'll then reuse multiple times.
  history::URLRow row(GURL("http://foo"));
  RowWordStarts row_word_starts;
  PopulateWordStarts(row, &row_word_starts);
  base::Time now(base::Time::Max());
  VisitInfoVector visits;
  ScoredHistoryMatch match(row, visits, ASCIIToUTF16("foo"), Make1Term("foo"),
                           WordStarts{0}, row_word_starts, false, 1, now);

  EXPECT_EQ(3.0, match.GetDocumentSpecificityScore(1));
  EXPECT_EQ(1.0, match.GetDocumentSpecificityScore(5));
  EXPECT_EQ(1.0, match.GetDocumentSpecificityScore(50));

  OmniboxFieldTrial::NumMatchesScores matches_to_specificity;
  base::AutoReset<OmniboxFieldTrial::NumMatchesScores*> tmp(
      &ScoredHistoryMatch::matches_to_specificity_override_,
      &matches_to_specificity);

  matches_to_specificity = {{1, 3.0}};
  EXPECT_EQ(3.0, match.GetDocumentSpecificityScore(1));
  EXPECT_EQ(1.0, match.GetDocumentSpecificityScore(5));

  matches_to_specificity = {{1, 3.0}, {3, 1.5}};
  EXPECT_EQ(3.0, match.GetDocumentSpecificityScore(1));
  EXPECT_EQ(1.5, match.GetDocumentSpecificityScore(2));
  EXPECT_EQ(1.5, match.GetDocumentSpecificityScore(3));
  EXPECT_EQ(1.0, match.GetDocumentSpecificityScore(4));
}

// This function only tests scoring of single terms that match exactly
// once somewhere in the URL or title.
TEST_F(ScoredHistoryMatchTest, GetTopicalityScore) {
  GURL url("http://abc.def.com/path1/path2?arg1=val1&arg2=val2#hash_fragment");
  base::string16 title = ASCIIToUTF16("here is a - title");
  auto Score = [&](const std::vector<const std::string>& term_vector,
                   const WordStarts term_word_starts) {
    return GetTopicalityScoreOfTermAgainstURLAndTitle(
        term_vector, term_word_starts, url, title);
  };
  const float hostname_score = Score({"abc"}, {0});
  const float hostname_mid_word_score = Score({"bc"}, {0});
  const float hostname_score_preceeding_punctuation = Score({"://abc"}, {3});
  const float domain_name_score = Score({"def"}, {0});
  const float domain_name_mid_word_score = Score({"ef"}, {0});
  const float domain_name_score_preceeding_dot = Score({".def"}, {1});
  const float tld_score = Score({"com"}, {0});
  const float tld_mid_word_score = Score({"om"}, {0});
  const float tld_score_preceeding_dot = Score({".com"}, {1});
  const float path_score = Score({"path1"}, {0});
  const float path_mid_word_score = Score({"ath1"}, {0});
  const float path_score_preceeding_slash = Score({"/path1"}, {1});
  const float arg_score = Score({"arg1"}, {0});
  const float arg_mid_word_score = Score({"rg1"}, {0});
  const float arg_score_preceeding_question_mark = Score({"?arg1"}, {1});
  const float protocol_score = Score({"htt"}, {0});
  const float protocol_mid_word_score = Score({"tt"}, {0});
  const float title_score = Score({"her"}, {0});
  const float title_mid_word_score = Score({"er"}, {0});
  const float wordless_match_at_title_mid_word_score = Score({"-"}, {1});
  // Verify hostname and domain name > path > arg.
  EXPECT_GT(hostname_score, path_score);
  EXPECT_GT(domain_name_score, path_score);
  EXPECT_GT(path_score, arg_score);
  // Verify leading punctuation doesn't confuse scoring.
  EXPECT_EQ(hostname_score, hostname_score_preceeding_punctuation);
  EXPECT_EQ(domain_name_score, domain_name_score_preceeding_dot);
  EXPECT_EQ(tld_score, tld_score_preceeding_dot);
  EXPECT_EQ(path_score, path_score_preceeding_slash);
  EXPECT_EQ(arg_score, arg_score_preceeding_question_mark);
  // Verify that domain name > path and domain name > arg for non-word
  // boundaries.
  EXPECT_GT(hostname_mid_word_score, path_mid_word_score);
  EXPECT_GT(domain_name_mid_word_score, path_mid_word_score);
  EXPECT_GT(domain_name_mid_word_score, arg_mid_word_score);
  EXPECT_GT(hostname_mid_word_score, arg_mid_word_score);
  // Also verify that the matches at non-word-boundaries all score
  // worse than the matches at word boundaries.  These three sets suffice.
  EXPECT_GT(arg_score, hostname_mid_word_score);
  EXPECT_GT(arg_score, domain_name_mid_word_score);
  EXPECT_GT(title_score, title_mid_word_score);
  // Verify mid word scores are scored 0 unless 1) in the host or domain 2) or
  // the match contains no words.
  EXPECT_GT(hostname_mid_word_score, 0);
  EXPECT_GT(domain_name_mid_word_score, 0);
  EXPECT_EQ(tld_mid_word_score, 0);
  EXPECT_EQ(path_mid_word_score, 0);
  EXPECT_EQ(arg_mid_word_score, 0);
  EXPECT_EQ(protocol_mid_word_score, 0);
  EXPECT_EQ(title_mid_word_score, 0);
  EXPECT_GT(wordless_match_at_title_mid_word_score, 0);
  // Check that title matches fit somewhere reasonable compared to the
  // various types of URL matches.
  EXPECT_GT(title_score, arg_score);
  EXPECT_GT(arg_score, title_mid_word_score);
  // Finally, verify that protocol matches and top level domain name
  // matches (.com, .net, etc.) score worse than some of the mid-word
  // matches that actually count.
  EXPECT_GT(hostname_mid_word_score, protocol_score);
  EXPECT_GT(hostname_mid_word_score, protocol_mid_word_score);
  EXPECT_GT(hostname_mid_word_score, tld_score);
  EXPECT_GT(hostname_mid_word_score, tld_mid_word_score);
}

TEST_F(ScoredHistoryMatchTest, GetTopicalityScore_MidwordMatching) {
  GURL url("http://abc.def.com/path1/path2?arg1=val1&arg2=val2#hash_fragment");
  base::string16 title = ASCIIToUTF16("here is a - title");
  auto Score = [&](const std::vector<const std::string>& term_vector,
                   const WordStarts term_word_starts) {
    return GetTopicalityScoreOfTermAgainstURLAndTitle(
        term_vector, term_word_starts, url, title);
  };

  // Check that midword matches are allowed and scored.
  const float wordstart = Score({"frag"}, {0u});
  const float midword = Score({"ment"}, {0u});
  const float wordstart_midword_continuation =
      Score({"frag", "ment"}, {0u, 0u});
  const float wordstart_midword_disjoint = Score({"frag", "ent"}, {0u, 0u});

  EXPECT_GT(wordstart, 0);
  // Midword matches should not contribute to the score if they are disjoint.
  EXPECT_EQ(midword, 0);
  EXPECT_GT(wordstart_midword_continuation, 0);
  EXPECT_GT(wordstart_midword_disjoint, 0);
  // Midword matches should not contribute to the score if they are disjoint.
  EXPECT_GT(wordstart_midword_continuation, wordstart_midword_disjoint);
}

// Test the function GetFinalRelevancyScore().
TEST_F(ScoredHistoryMatchTest, GetFinalRelevancyScore) {
  // relevance_buckets = "0.0:100,1.0:200,4.0:500,8.0:900,10.0:1000";
  ScoredHistoryMatch::ScoreMaxRelevances relevance_buckets = {
      {0.0, 100}, {1.0, 200}, {4.0, 500}, {8.0, 900}, {10.0, 1000}};
  base::AutoReset<ScoredHistoryMatch::ScoreMaxRelevances*> tmp(
      &ScoredHistoryMatch::relevance_buckets_override_, &relevance_buckets);

  // Check when topicality score is zero.
  float topicality_score = 0.0;
  float frequency_score = 10.0;
  float specificity_score = 1.0;
  // intermediate_score = 0.0 * 10.0 * 1.0 = 0.0.
  EXPECT_EQ(0, ScoredHistoryMatch::GetFinalRelevancyScore(
                   topicality_score, frequency_score, specificity_score));

  // Check when intermediate score falls at the border range.
  topicality_score = 0.4f;
  frequency_score = 10.0f;
  // intermediate_score = 0.4 * 10.0 * 1.0 = 4.0.
  EXPECT_EQ(500, ScoredHistoryMatch::GetFinalRelevancyScore(
                     topicality_score, frequency_score, specificity_score));

  // Checking the score that falls into one of the buckets.
  topicality_score = 0.5f;
  frequency_score = 10.0f;
  // intermediate_score = 0.5 * 10.0 * 1.0 = 5.0.
  EXPECT_EQ(600,  // 500 + (((900 - 500)/(8 -4)) * 1) = 600.
            ScoredHistoryMatch::GetFinalRelevancyScore(
                topicality_score, frequency_score, specificity_score));

  // Never give the score greater than maximum specified.
  topicality_score = 0.5f;
  frequency_score = 22.0f;
  // intermediate_score = 0.5 * 22.0 * 1.0 = 11.0
  EXPECT_EQ(1000, ScoredHistoryMatch::GetFinalRelevancyScore(
                      topicality_score, frequency_score, specificity_score));
}

// Test the function GetHQPBucketsFromString().
TEST_F(ScoredHistoryMatchTest, GetHQPBucketsFromString) {
  std::string buckets_str = "0.0:400,1.5:600,12.0:1300,20.0:1399";
  std::vector<ScoredHistoryMatch::ScoreMaxRelevance> hqp_buckets =
      ScoredHistoryMatch::GetHQPBucketsFromString(buckets_str);
  EXPECT_THAT(hqp_buckets, ElementsAre(Pair(0.0, 400), Pair(1.5, 600),
                                       Pair(12.0, 1300), Pair(20.0, 1399)));
  // Test using an invalid string.
  buckets_str = "0.0,400,1.5,600";
  hqp_buckets = ScoredHistoryMatch::GetHQPBucketsFromString(buckets_str);
  EXPECT_TRUE(hqp_buckets.empty());
}