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1 // Copyright (c) 2012 The Chromium Authors. All rights reserved.
2 // Use of this source code is governed by a BSD-style license that can be
3 // found in the LICENSE file.
4 
5 #include "chrome/browser/autocomplete/shortcuts_provider.h"
6 
7 #include <algorithm>
8 #include <cmath>
9 #include <map>
10 #include <vector>
11 
12 #include "base/i18n/break_iterator.h"
13 #include "base/i18n/case_conversion.h"
14 #include "base/logging.h"
15 #include "base/metrics/histogram.h"
16 #include "base/prefs/pref_service.h"
17 #include "base/strings/string_number_conversions.h"
18 #include "base/strings/string_util.h"
19 #include "base/strings/utf_string_conversions.h"
20 #include "base/time/time.h"
21 #include "chrome/browser/autocomplete/history_provider.h"
22 #include "chrome/browser/autocomplete/shortcuts_backend_factory.h"
23 #include "chrome/browser/history/history_notifications.h"
24 #include "chrome/browser/history/history_service.h"
25 #include "chrome/browser/history/history_service_factory.h"
26 #include "chrome/browser/profiles/profile.h"
27 #include "chrome/browser/search_engines/template_url_service_factory.h"
28 #include "chrome/common/pref_names.h"
29 #include "chrome/common/url_constants.h"
30 #include "components/metrics/proto/omnibox_input_type.pb.h"
31 #include "components/omnibox/autocomplete_input.h"
32 #include "components/omnibox/autocomplete_match.h"
33 #include "components/omnibox/autocomplete_result.h"
34 #include "components/omnibox/omnibox_field_trial.h"
35 #include "components/omnibox/url_prefix.h"
36 #include "components/url_fixer/url_fixer.h"
37 #include "url/url_parse.h"
38 
39 namespace {
40 
41 class DestinationURLEqualsURL {
42  public:
DestinationURLEqualsURL(const GURL & url)43   explicit DestinationURLEqualsURL(const GURL& url) : url_(url) {}
operator ()(const AutocompleteMatch & match) const44   bool operator()(const AutocompleteMatch& match) const {
45     return match.destination_url == url_;
46   }
47  private:
48   const GURL url_;
49 };
50 
51 }  // namespace
52 
53 const int ShortcutsProvider::kShortcutsProviderDefaultMaxRelevance = 1199;
54 
ShortcutsProvider(Profile * profile)55 ShortcutsProvider::ShortcutsProvider(Profile* profile)
56     : AutocompleteProvider(AutocompleteProvider::TYPE_SHORTCUTS),
57       profile_(profile),
58       languages_(profile_->GetPrefs()->GetString(prefs::kAcceptLanguages)),
59       initialized_(false) {
60   scoped_refptr<ShortcutsBackend> backend =
61       ShortcutsBackendFactory::GetForProfile(profile_);
62   if (backend.get()) {
63     backend->AddObserver(this);
64     if (backend->initialized())
65       initialized_ = true;
66   }
67 }
68 
Start(const AutocompleteInput & input,bool minimal_changes)69 void ShortcutsProvider::Start(const AutocompleteInput& input,
70                               bool minimal_changes) {
71   matches_.clear();
72 
73   if ((input.type() == metrics::OmniboxInputType::INVALID) ||
74       (input.type() == metrics::OmniboxInputType::FORCED_QUERY))
75     return;
76 
77   if (input.text().empty())
78     return;
79 
80   if (!initialized_)
81     return;
82 
83   base::TimeTicks start_time = base::TimeTicks::Now();
84   GetMatches(input);
85   if (input.text().length() < 6) {
86     base::TimeTicks end_time = base::TimeTicks::Now();
87     std::string name = "ShortcutsProvider.QueryIndexTime." +
88         base::IntToString(input.text().size());
89     base::HistogramBase* counter = base::Histogram::FactoryGet(
90         name, 1, 1000, 50, base::Histogram::kUmaTargetedHistogramFlag);
91     counter->Add(static_cast<int>((end_time - start_time).InMilliseconds()));
92   }
93 }
94 
DeleteMatch(const AutocompleteMatch & match)95 void ShortcutsProvider::DeleteMatch(const AutocompleteMatch& match) {
96   // Copy the URL since deleting from |matches_| will invalidate |match|.
97   GURL url(match.destination_url);
98   DCHECK(url.is_valid());
99 
100   // When a user deletes a match, he probably means for the URL to disappear out
101   // of history entirely. So nuke all shortcuts that map to this URL.
102   scoped_refptr<ShortcutsBackend> backend =
103       ShortcutsBackendFactory::GetForProfileIfExists(profile_);
104   if (backend.get())  // Can be NULL in Incognito.
105     backend->DeleteShortcutsWithURL(url);
106 
107   matches_.erase(std::remove_if(matches_.begin(), matches_.end(),
108                                 DestinationURLEqualsURL(url)),
109                  matches_.end());
110   // NOTE: |match| is now dead!
111 
112   // Delete the match from the history DB. This will eventually result in a
113   // second call to DeleteShortcutsWithURL(), which is harmless.
114   HistoryService* const history_service =
115       HistoryServiceFactory::GetForProfile(profile_, Profile::EXPLICIT_ACCESS);
116   DCHECK(history_service);
117   history_service->DeleteURL(url);
118 }
119 
~ShortcutsProvider()120 ShortcutsProvider::~ShortcutsProvider() {
121   scoped_refptr<ShortcutsBackend> backend =
122       ShortcutsBackendFactory::GetForProfileIfExists(profile_);
123   if (backend.get())
124     backend->RemoveObserver(this);
125 }
126 
OnShortcutsLoaded()127 void ShortcutsProvider::OnShortcutsLoaded() {
128   initialized_ = true;
129 }
130 
GetMatches(const AutocompleteInput & input)131 void ShortcutsProvider::GetMatches(const AutocompleteInput& input) {
132   scoped_refptr<ShortcutsBackend> backend =
133       ShortcutsBackendFactory::GetForProfileIfExists(profile_);
134   if (!backend.get())
135     return;
136   // Get the URLs from the shortcuts database with keys that partially or
137   // completely match the search term.
138   base::string16 term_string(base::i18n::ToLower(input.text()));
139   DCHECK(!term_string.empty());
140 
141   int max_relevance;
142   if (!OmniboxFieldTrial::ShortcutsScoringMaxRelevance(
143       input.current_page_classification(), &max_relevance))
144     max_relevance = kShortcutsProviderDefaultMaxRelevance;
145   TemplateURLService* template_url_service =
146       TemplateURLServiceFactory::GetForProfile(profile_);
147   const base::string16 fixed_up_input(FixupUserInput(input).second);
148   for (ShortcutsBackend::ShortcutMap::const_iterator it =
149            FindFirstMatch(term_string, backend.get());
150        it != backend->shortcuts_map().end() &&
151            StartsWith(it->first, term_string, true); ++it) {
152     // Don't return shortcuts with zero relevance.
153     int relevance = CalculateScore(term_string, it->second, max_relevance);
154     if (relevance) {
155       matches_.push_back(ShortcutToACMatch(it->second, relevance, input,
156                                            fixed_up_input));
157       matches_.back().ComputeStrippedDestinationURL(template_url_service);
158     }
159   }
160   // Remove duplicates.  Duplicates don't need to be preserved in the matches
161   // because they are only used for deletions, and shortcuts deletes matches
162   // based on the URL.
163   AutocompleteResult::DedupMatchesByDestination(
164       input.current_page_classification(), false, &matches_);
165   // Find best matches.
166   std::partial_sort(matches_.begin(),
167       matches_.begin() +
168           std::min(AutocompleteProvider::kMaxMatches, matches_.size()),
169       matches_.end(), &AutocompleteMatch::MoreRelevant);
170   if (matches_.size() > AutocompleteProvider::kMaxMatches) {
171     matches_.erase(matches_.begin() + AutocompleteProvider::kMaxMatches,
172                    matches_.end());
173   }
174   // Guarantee that all scores are decreasing (but do not assign any scores
175   // below 1).
176   for (ACMatches::iterator it = matches_.begin(); it != matches_.end(); ++it) {
177     max_relevance = std::min(max_relevance, it->relevance);
178     it->relevance = max_relevance;
179     if (max_relevance > 1)
180       --max_relevance;
181   }
182 }
183 
ShortcutToACMatch(const history::ShortcutsDatabase::Shortcut & shortcut,int relevance,const AutocompleteInput & input,const base::string16 & fixed_up_input_text)184 AutocompleteMatch ShortcutsProvider::ShortcutToACMatch(
185     const history::ShortcutsDatabase::Shortcut& shortcut,
186     int relevance,
187     const AutocompleteInput& input,
188     const base::string16& fixed_up_input_text) {
189   DCHECK(!input.text().empty());
190   AutocompleteMatch match;
191   match.provider = this;
192   match.relevance = relevance;
193   match.deletable = true;
194   match.fill_into_edit = shortcut.match_core.fill_into_edit;
195   match.destination_url = shortcut.match_core.destination_url;
196   DCHECK(match.destination_url.is_valid());
197   match.contents = shortcut.match_core.contents;
198   match.contents_class = AutocompleteMatch::ClassificationsFromString(
199       shortcut.match_core.contents_class);
200   match.description = shortcut.match_core.description;
201   match.description_class = AutocompleteMatch::ClassificationsFromString(
202       shortcut.match_core.description_class);
203   match.transition = ui::PageTransitionFromInt(shortcut.match_core.transition);
204   match.type = static_cast<AutocompleteMatch::Type>(shortcut.match_core.type);
205   match.keyword = shortcut.match_core.keyword;
206   match.RecordAdditionalInfo("number of hits", shortcut.number_of_hits);
207   match.RecordAdditionalInfo("last access time", shortcut.last_access_time);
208   match.RecordAdditionalInfo("original input text",
209                              base::UTF16ToUTF8(shortcut.text));
210 
211   // Set |inline_autocompletion| and |allowed_to_be_default_match| if possible.
212   // If the match is a search query this is easy: simply check whether the
213   // user text is a prefix of the query.  If the match is a navigation, we
214   // assume the fill_into_edit looks something like a URL, so we use
215   // URLPrefix::GetInlineAutocompleteOffset() to try and strip off any prefixes
216   // that the user might not think would change the meaning, but would
217   // otherwise prevent inline autocompletion.  This allows, for example, the
218   // input of "foo.c" to autocomplete to "foo.com" for a fill_into_edit of
219   // "http://foo.com".
220   if (AutocompleteMatch::IsSearchType(match.type)) {
221     if (StartsWith(match.fill_into_edit, input.text(), false)) {
222       match.inline_autocompletion =
223           match.fill_into_edit.substr(input.text().length());
224       match.allowed_to_be_default_match =
225           !input.prevent_inline_autocomplete() ||
226           match.inline_autocompletion.empty();
227     }
228   } else {
229     const size_t inline_autocomplete_offset =
230         URLPrefix::GetInlineAutocompleteOffset(
231             input.text(), fixed_up_input_text, true, match.fill_into_edit);
232     if (inline_autocomplete_offset != base::string16::npos) {
233       match.inline_autocompletion =
234           match.fill_into_edit.substr(inline_autocomplete_offset);
235       match.allowed_to_be_default_match =
236           !HistoryProvider::PreventInlineAutocomplete(input) ||
237           match.inline_autocompletion.empty();
238     }
239   }
240   match.EnsureUWYTIsAllowedToBeDefault(
241       input.canonicalized_url(),
242       TemplateURLServiceFactory::GetForProfile(profile_));
243 
244   // Try to mark pieces of the contents and description as matches if they
245   // appear in |input.text()|.
246   const base::string16 term_string = base::i18n::ToLower(input.text());
247   WordMap terms_map(CreateWordMapForString(term_string));
248   if (!terms_map.empty()) {
249     match.contents_class = ClassifyAllMatchesInString(term_string, terms_map,
250         match.contents, match.contents_class);
251     match.description_class = ClassifyAllMatchesInString(term_string, terms_map,
252         match.description, match.description_class);
253   }
254   return match;
255 }
256 
257 // static
CreateWordMapForString(const base::string16 & text)258 ShortcutsProvider::WordMap ShortcutsProvider::CreateWordMapForString(
259     const base::string16& text) {
260   // First, convert |text| to a vector of the unique words in it.
261   WordMap word_map;
262   base::i18n::BreakIterator word_iter(text,
263                                       base::i18n::BreakIterator::BREAK_WORD);
264   if (!word_iter.Init())
265     return word_map;
266   std::vector<base::string16> words;
267   while (word_iter.Advance()) {
268     if (word_iter.IsWord())
269       words.push_back(word_iter.GetString());
270   }
271   if (words.empty())
272     return word_map;
273   std::sort(words.begin(), words.end());
274   words.erase(std::unique(words.begin(), words.end()), words.end());
275 
276   // Now create a map from (first character) to (words beginning with that
277   // character).  We insert in reverse lexicographical order and rely on the
278   // multimap preserving insertion order for values with the same key.  (This
279   // is mandated in C++11, and part of that decision was based on a survey of
280   // existing implementations that found that it was already true everywhere.)
281   std::reverse(words.begin(), words.end());
282   for (std::vector<base::string16>::const_iterator i(words.begin());
283        i != words.end(); ++i)
284     word_map.insert(std::make_pair((*i)[0], *i));
285   return word_map;
286 }
287 
288 // static
ClassifyAllMatchesInString(const base::string16 & find_text,const WordMap & find_words,const base::string16 & text,const ACMatchClassifications & original_class)289 ACMatchClassifications ShortcutsProvider::ClassifyAllMatchesInString(
290     const base::string16& find_text,
291     const WordMap& find_words,
292     const base::string16& text,
293     const ACMatchClassifications& original_class) {
294   DCHECK(!find_text.empty());
295   DCHECK(!find_words.empty());
296 
297   // The code below assumes |text| is nonempty and therefore the resulting
298   // classification vector should always be nonempty as well.  Returning early
299   // if |text| is empty assures we'll return the (correct) empty vector rather
300   // than a vector with a single (0, NONE) match.
301   if (text.empty())
302     return original_class;
303 
304   // First check whether |text| begins with |find_text| and mark that whole
305   // section as a match if so.
306   base::string16 text_lowercase(base::i18n::ToLower(text));
307   ACMatchClassifications match_class;
308   size_t last_position = 0;
309   if (StartsWith(text_lowercase, find_text, true)) {
310     match_class.push_back(
311         ACMatchClassification(0, ACMatchClassification::MATCH));
312     last_position = find_text.length();
313     // If |text_lowercase| is actually equal to |find_text|, we don't need to
314     // (and in fact shouldn't) put a trailing NONE classification after the end
315     // of the string.
316     if (last_position < text_lowercase.length()) {
317       match_class.push_back(
318           ACMatchClassification(last_position, ACMatchClassification::NONE));
319     }
320   } else {
321     // |match_class| should start at position 0.  If the first matching word is
322     // found at position 0, this will be popped from the vector further down.
323     match_class.push_back(
324         ACMatchClassification(0, ACMatchClassification::NONE));
325   }
326 
327   // Now, starting with |last_position|, check each character in
328   // |text_lowercase| to see if we have words starting with that character in
329   // |find_words|.  If so, check each of them to see if they match the portion
330   // of |text_lowercase| beginning with |last_position|.  Accept the first
331   // matching word found (which should be the longest possible match at this
332   // location, given the construction of |find_words|) and add a MATCH region to
333   // |match_class|, moving |last_position| to be after the matching word.  If we
334   // found no matching words, move to the next character and repeat.
335   while (last_position < text_lowercase.length()) {
336     std::pair<WordMap::const_iterator, WordMap::const_iterator> range(
337         find_words.equal_range(text_lowercase[last_position]));
338     size_t next_character = last_position + 1;
339     for (WordMap::const_iterator i(range.first); i != range.second; ++i) {
340       const base::string16& word = i->second;
341       size_t word_end = last_position + word.length();
342       if ((word_end <= text_lowercase.length()) &&
343           !text_lowercase.compare(last_position, word.length(), word)) {
344         // Collapse adjacent ranges into one.
345         if (match_class.back().offset == last_position)
346           match_class.pop_back();
347 
348         AutocompleteMatch::AddLastClassificationIfNecessary(&match_class,
349             last_position, ACMatchClassification::MATCH);
350         if (word_end < text_lowercase.length()) {
351           match_class.push_back(
352               ACMatchClassification(word_end, ACMatchClassification::NONE));
353         }
354         last_position = word_end;
355         break;
356       }
357     }
358     last_position = std::max(last_position, next_character);
359   }
360 
361   return AutocompleteMatch::MergeClassifications(original_class, match_class);
362 }
363 
364 ShortcutsBackend::ShortcutMap::const_iterator
FindFirstMatch(const base::string16 & keyword,ShortcutsBackend * backend)365     ShortcutsProvider::FindFirstMatch(const base::string16& keyword,
366                                       ShortcutsBackend* backend) {
367   DCHECK(backend);
368   ShortcutsBackend::ShortcutMap::const_iterator it =
369       backend->shortcuts_map().lower_bound(keyword);
370   // Lower bound not necessarily matches the keyword, check for item pointed by
371   // the lower bound iterator to at least start with keyword.
372   return ((it == backend->shortcuts_map().end()) ||
373     StartsWith(it->first, keyword, true)) ? it :
374     backend->shortcuts_map().end();
375 }
376 
CalculateScore(const base::string16 & terms,const history::ShortcutsDatabase::Shortcut & shortcut,int max_relevance)377 int ShortcutsProvider::CalculateScore(
378     const base::string16& terms,
379     const history::ShortcutsDatabase::Shortcut& shortcut,
380     int max_relevance) {
381   DCHECK(!terms.empty());
382   DCHECK_LE(terms.length(), shortcut.text.length());
383 
384   // The initial score is based on how much of the shortcut the user has typed.
385   // Using the square root of the typed fraction boosts the base score rapidly
386   // as characters are typed, compared with simply using the typed fraction
387   // directly. This makes sense since the first characters typed are much more
388   // important for determining how likely it is a user wants a particular
389   // shortcut than are the remaining continued characters.
390   double base_score = max_relevance *
391       sqrt(static_cast<double>(terms.length()) / shortcut.text.length());
392 
393   // Then we decay this by half each week.
394   const double kLn2 = 0.6931471805599453;
395   base::TimeDelta time_passed = base::Time::Now() - shortcut.last_access_time;
396   // Clamp to 0 in case time jumps backwards (e.g. due to DST).
397   double decay_exponent = std::max(0.0, kLn2 * static_cast<double>(
398       time_passed.InMicroseconds()) / base::Time::kMicrosecondsPerWeek);
399 
400   // We modulate the decay factor based on how many times the shortcut has been
401   // used. Newly created shortcuts decay at full speed; otherwise, decaying by
402   // half takes |n| times as much time, where n increases by
403   // (1.0 / each 5 additional hits), up to a maximum of 5x as long.
404   const double kMaxDecaySpeedDivisor = 5.0;
405   const double kNumUsesPerDecaySpeedDivisorIncrement = 5.0;
406   double decay_divisor = std::min(kMaxDecaySpeedDivisor,
407       (shortcut.number_of_hits + kNumUsesPerDecaySpeedDivisorIncrement - 1) /
408       kNumUsesPerDecaySpeedDivisorIncrement);
409 
410   return static_cast<int>((base_score / exp(decay_exponent / decay_divisor)) +
411       0.5);
412 }
413