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