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.
5 #include "chrome/browser/autocomplete/shortcuts_provider.h"
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"
41 class DestinationURLEqualsURL
{
43 explicit DestinationURLEqualsURL(const GURL
& url
) : url_(url
) {}
44 bool operator()(const AutocompleteMatch
& match
) const {
45 return match
.destination_url
== url_
;
53 const int ShortcutsProvider::kShortcutsProviderDefaultMaxRelevance
= 1199;
55 ShortcutsProvider::ShortcutsProvider(Profile
* profile
)
56 : AutocompleteProvider(AutocompleteProvider::TYPE_SHORTCUTS
),
58 languages_(profile_
->GetPrefs()->GetString(prefs::kAcceptLanguages
)),
60 scoped_refptr
<ShortcutsBackend
> backend
=
61 ShortcutsBackendFactory::GetForProfile(profile_
);
63 backend
->AddObserver(this);
64 if (backend
->initialized())
69 void ShortcutsProvider::Start(const AutocompleteInput
& input
,
70 bool minimal_changes
) {
73 if ((input
.type() == metrics::OmniboxInputType::INVALID
) ||
74 (input
.type() == metrics::OmniboxInputType::FORCED_QUERY
))
77 if (input
.text().empty())
83 base::TimeTicks start_time
= base::TimeTicks::Now();
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()));
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());
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
) // Can be NULL in Incognito.
105 backend
->DeleteShortcutsWithURL(url
);
107 matches_
.erase(std::remove_if(matches_
.begin(), matches_
.end(),
108 DestinationURLEqualsURL(url
)),
110 // NOTE: |match| is now dead!
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
);
120 ShortcutsProvider::~ShortcutsProvider() {
121 scoped_refptr
<ShortcutsBackend
> backend
=
122 ShortcutsBackendFactory::GetForProfileIfExists(profile_
);
124 backend
->RemoveObserver(this);
127 void ShortcutsProvider::OnShortcutsLoaded() {
131 void ShortcutsProvider::GetMatches(const AutocompleteInput
& input
) {
132 scoped_refptr
<ShortcutsBackend
> backend
=
133 ShortcutsBackendFactory::GetForProfileIfExists(profile_
);
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());
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
);
155 matches_
.push_back(ShortcutToACMatch(it
->second
, relevance
, input
,
157 matches_
.back().ComputeStrippedDestinationURL(template_url_service
);
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
163 AutocompleteResult::DedupMatchesByDestination(
164 input
.current_page_classification(), false, &matches_
);
165 // Find best matches.
166 std::partial_sort(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
,
174 // Guarantee that all scores are decreasing (but do not assign any scores
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)
184 AutocompleteMatch
ShortcutsProvider::ShortcutToACMatch(
185 const history::ShortcutsDatabase::Shortcut
& shortcut
,
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
);
204 static_cast<content::PageTransition
>(shortcut
.match_core
.transition
);
205 match
.type
= static_cast<AutocompleteMatch::Type
>(shortcut
.match_core
.type
);
206 match
.keyword
= shortcut
.match_core
.keyword
;
207 match
.RecordAdditionalInfo("number of hits", shortcut
.number_of_hits
);
208 match
.RecordAdditionalInfo("last access time", shortcut
.last_access_time
);
209 match
.RecordAdditionalInfo("original input text",
210 base::UTF16ToUTF8(shortcut
.text
));
212 // Set |inline_autocompletion| and |allowed_to_be_default_match| if possible.
213 // If the match is a search query this is easy: simply check whether the
214 // user text is a prefix of the query. If the match is a navigation, we
215 // assume the fill_into_edit looks something like a URL, so we use
216 // URLPrefix::GetInlineAutocompleteOffset() to try and strip off any prefixes
217 // that the user might not think would change the meaning, but would
218 // otherwise prevent inline autocompletion. This allows, for example, the
219 // input of "foo.c" to autocomplete to "foo.com" for a fill_into_edit of
221 if (AutocompleteMatch::IsSearchType(match
.type
)) {
222 if (StartsWith(match
.fill_into_edit
, input
.text(), false)) {
223 match
.inline_autocompletion
=
224 match
.fill_into_edit
.substr(input
.text().length());
225 match
.allowed_to_be_default_match
=
226 !input
.prevent_inline_autocomplete() ||
227 match
.inline_autocompletion
.empty();
230 const size_t inline_autocomplete_offset
=
231 URLPrefix::GetInlineAutocompleteOffset(
232 input
.text(), fixed_up_input_text
, true, match
.fill_into_edit
);
233 if (inline_autocomplete_offset
!= base::string16::npos
) {
234 match
.inline_autocompletion
=
235 match
.fill_into_edit
.substr(inline_autocomplete_offset
);
236 match
.allowed_to_be_default_match
=
237 !HistoryProvider::PreventInlineAutocomplete(input
) ||
238 match
.inline_autocompletion
.empty();
241 match
.EnsureUWYTIsAllowedToBeDefault(
242 input
.canonicalized_url(),
243 TemplateURLServiceFactory::GetForProfile(profile_
));
245 // Try to mark pieces of the contents and description as matches if they
246 // appear in |input.text()|.
247 const base::string16 term_string
= base::i18n::ToLower(input
.text());
248 WordMap
terms_map(CreateWordMapForString(term_string
));
249 if (!terms_map
.empty()) {
250 match
.contents_class
= ClassifyAllMatchesInString(term_string
, terms_map
,
251 match
.contents
, match
.contents_class
);
252 match
.description_class
= ClassifyAllMatchesInString(term_string
, terms_map
,
253 match
.description
, match
.description_class
);
259 ShortcutsProvider::WordMap
ShortcutsProvider::CreateWordMapForString(
260 const base::string16
& text
) {
261 // First, convert |text| to a vector of the unique words in it.
263 base::i18n::BreakIterator
word_iter(text
,
264 base::i18n::BreakIterator::BREAK_WORD
);
265 if (!word_iter
.Init())
267 std::vector
<base::string16
> words
;
268 while (word_iter
.Advance()) {
269 if (word_iter
.IsWord())
270 words
.push_back(word_iter
.GetString());
274 std::sort(words
.begin(), words
.end());
275 words
.erase(std::unique(words
.begin(), words
.end()), words
.end());
277 // Now create a map from (first character) to (words beginning with that
278 // character). We insert in reverse lexicographical order and rely on the
279 // multimap preserving insertion order for values with the same key. (This
280 // is mandated in C++11, and part of that decision was based on a survey of
281 // existing implementations that found that it was already true everywhere.)
282 std::reverse(words
.begin(), words
.end());
283 for (std::vector
<base::string16
>::const_iterator
i(words
.begin());
284 i
!= words
.end(); ++i
)
285 word_map
.insert(std::make_pair((*i
)[0], *i
));
290 ACMatchClassifications
ShortcutsProvider::ClassifyAllMatchesInString(
291 const base::string16
& find_text
,
292 const WordMap
& find_words
,
293 const base::string16
& text
,
294 const ACMatchClassifications
& original_class
) {
295 DCHECK(!find_text
.empty());
296 DCHECK(!find_words
.empty());
298 // The code below assumes |text| is nonempty and therefore the resulting
299 // classification vector should always be nonempty as well. Returning early
300 // if |text| is empty assures we'll return the (correct) empty vector rather
301 // than a vector with a single (0, NONE) match.
303 return original_class
;
305 // First check whether |text| begins with |find_text| and mark that whole
306 // section as a match if so.
307 base::string16
text_lowercase(base::i18n::ToLower(text
));
308 ACMatchClassifications match_class
;
309 size_t last_position
= 0;
310 if (StartsWith(text_lowercase
, find_text
, true)) {
311 match_class
.push_back(
312 ACMatchClassification(0, ACMatchClassification::MATCH
));
313 last_position
= find_text
.length();
314 // If |text_lowercase| is actually equal to |find_text|, we don't need to
315 // (and in fact shouldn't) put a trailing NONE classification after the end
317 if (last_position
< text_lowercase
.length()) {
318 match_class
.push_back(
319 ACMatchClassification(last_position
, ACMatchClassification::NONE
));
322 // |match_class| should start at position 0. If the first matching word is
323 // found at position 0, this will be popped from the vector further down.
324 match_class
.push_back(
325 ACMatchClassification(0, ACMatchClassification::NONE
));
328 // Now, starting with |last_position|, check each character in
329 // |text_lowercase| to see if we have words starting with that character in
330 // |find_words|. If so, check each of them to see if they match the portion
331 // of |text_lowercase| beginning with |last_position|. Accept the first
332 // matching word found (which should be the longest possible match at this
333 // location, given the construction of |find_words|) and add a MATCH region to
334 // |match_class|, moving |last_position| to be after the matching word. If we
335 // found no matching words, move to the next character and repeat.
336 while (last_position
< text_lowercase
.length()) {
337 std::pair
<WordMap::const_iterator
, WordMap::const_iterator
> range(
338 find_words
.equal_range(text_lowercase
[last_position
]));
339 size_t next_character
= last_position
+ 1;
340 for (WordMap::const_iterator
i(range
.first
); i
!= range
.second
; ++i
) {
341 const base::string16
& word
= i
->second
;
342 size_t word_end
= last_position
+ word
.length();
343 if ((word_end
<= text_lowercase
.length()) &&
344 !text_lowercase
.compare(last_position
, word
.length(), word
)) {
345 // Collapse adjacent ranges into one.
346 if (match_class
.back().offset
== last_position
)
347 match_class
.pop_back();
349 AutocompleteMatch::AddLastClassificationIfNecessary(&match_class
,
350 last_position
, ACMatchClassification::MATCH
);
351 if (word_end
< text_lowercase
.length()) {
352 match_class
.push_back(
353 ACMatchClassification(word_end
, ACMatchClassification::NONE
));
355 last_position
= word_end
;
359 last_position
= std::max(last_position
, next_character
);
362 return AutocompleteMatch::MergeClassifications(original_class
, match_class
);
365 ShortcutsBackend::ShortcutMap::const_iterator
366 ShortcutsProvider::FindFirstMatch(const base::string16
& keyword
,
367 ShortcutsBackend
* backend
) {
369 ShortcutsBackend::ShortcutMap::const_iterator it
=
370 backend
->shortcuts_map().lower_bound(keyword
);
371 // Lower bound not necessarily matches the keyword, check for item pointed by
372 // the lower bound iterator to at least start with keyword.
373 return ((it
== backend
->shortcuts_map().end()) ||
374 StartsWith(it
->first
, keyword
, true)) ? it
:
375 backend
->shortcuts_map().end();
378 int ShortcutsProvider::CalculateScore(
379 const base::string16
& terms
,
380 const history::ShortcutsDatabase::Shortcut
& shortcut
,
382 DCHECK(!terms
.empty());
383 DCHECK_LE(terms
.length(), shortcut
.text
.length());
385 // The initial score is based on how much of the shortcut the user has typed.
386 // Using the square root of the typed fraction boosts the base score rapidly
387 // as characters are typed, compared with simply using the typed fraction
388 // directly. This makes sense since the first characters typed are much more
389 // important for determining how likely it is a user wants a particular
390 // shortcut than are the remaining continued characters.
391 double base_score
= max_relevance
*
392 sqrt(static_cast<double>(terms
.length()) / shortcut
.text
.length());
394 // Then we decay this by half each week.
395 const double kLn2
= 0.6931471805599453;
396 base::TimeDelta time_passed
= base::Time::Now() - shortcut
.last_access_time
;
397 // Clamp to 0 in case time jumps backwards (e.g. due to DST).
398 double decay_exponent
= std::max(0.0, kLn2
* static_cast<double>(
399 time_passed
.InMicroseconds()) / base::Time::kMicrosecondsPerWeek
);
401 // We modulate the decay factor based on how many times the shortcut has been
402 // used. Newly created shortcuts decay at full speed; otherwise, decaying by
403 // half takes |n| times as much time, where n increases by
404 // (1.0 / each 5 additional hits), up to a maximum of 5x as long.
405 const double kMaxDecaySpeedDivisor
= 5.0;
406 const double kNumUsesPerDecaySpeedDivisorIncrement
= 5.0;
407 double decay_divisor
= std::min(kMaxDecaySpeedDivisor
,
408 (shortcut
.number_of_hits
+ kNumUsesPerDecaySpeedDivisorIncrement
- 1) /
409 kNumUsesPerDecaySpeedDivisorIncrement
);
411 return static_cast<int>((base_score
/ exp(decay_exponent
/ decay_divisor
)) +