15821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// Copyright (c) 2012 The Chromium Authors. All rights reserved.
25821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// Use of this source code is governed by a BSD-style license that can be
35821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// found in the LICENSE file.
45821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
55821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "chrome/browser/autocomplete/shortcuts_provider.h"
65821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
75821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include <algorithm>
85821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include <cmath>
95821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include <map>
105821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include <vector>
115821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
125821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "base/i18n/break_iterator.h"
135821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "base/i18n/case_conversion.h"
145821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "base/logging.h"
155821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "base/metrics/histogram.h"
162a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)#include "base/prefs/pref_service.h"
172a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)#include "base/strings/string_number_conversions.h"
18868fa2fe829687343ffae624259930155e16dbd8Torne (Richard Coles)#include "base/strings/string_util.h"
19868fa2fe829687343ffae624259930155e16dbd8Torne (Richard Coles)#include "base/strings/utf_string_conversions.h"
20eb525c5499e34cc9c4b825d6d9e75bb07cc06aceBen Murdoch#include "base/time/time.h"
215d1f7b1de12d16ceb2c938c56701a3e8bfa558f7Torne (Richard Coles)#include "chrome/browser/autocomplete/history_provider.h"
2223730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)#include "chrome/browser/autocomplete/shortcuts_backend_factory.h"
235821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "chrome/browser/history/history_notifications.h"
242a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)#include "chrome/browser/history/history_service.h"
255821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "chrome/browser/history/history_service_factory.h"
265821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "chrome/browser/profiles/profile.h"
27116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch#include "chrome/browser/search_engines/template_url_service_factory.h"
285821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "chrome/common/pref_names.h"
295821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "chrome/common/url_constants.h"
30f8ee788a64d60abd8f2d742a5fdedde054ecd910Torne (Richard Coles)#include "components/metrics/proto/omnibox_input_type.pb.h"
315f1c94371a64b3196d4be9466099bb892df9b88eTorne (Richard Coles)#include "components/omnibox/autocomplete_input.h"
325f1c94371a64b3196d4be9466099bb892df9b88eTorne (Richard Coles)#include "components/omnibox/autocomplete_match.h"
336e8cce623b6e4fe0c9e4af605d675dd9d0338c38Torne (Richard Coles)#include "components/omnibox/autocomplete_result.h"
346e8cce623b6e4fe0c9e4af605d675dd9d0338c38Torne (Richard Coles)#include "components/omnibox/omnibox_field_trial.h"
355f1c94371a64b3196d4be9466099bb892df9b88eTorne (Richard Coles)#include "components/omnibox/url_prefix.h"
36f8ee788a64d60abd8f2d742a5fdedde054ecd910Torne (Richard Coles)#include "components/url_fixer/url_fixer.h"
37eb525c5499e34cc9c4b825d6d9e75bb07cc06aceBen Murdoch#include "url/url_parse.h"
385821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
395821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)namespace {
405821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
414e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)class DestinationURLEqualsURL {
425821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles) public:
434e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  explicit DestinationURLEqualsURL(const GURL& url) : url_(url) {}
444e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  bool operator()(const AutocompleteMatch& match) const {
454e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)    return match.destination_url == url_;
465821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
475821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles) private:
484e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  const GURL url_;
495821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)};
505821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
515821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}  // namespace
525821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
530529e5d033099cbfc42635f6f6183833b09dff6eBen Murdochconst int ShortcutsProvider::kShortcutsProviderDefaultMaxRelevance = 1199;
540529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch
55116680a4aac90f2aa7413d9095a592090648e557Ben MurdochShortcutsProvider::ShortcutsProvider(Profile* profile)
56116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch    : AutocompleteProvider(AutocompleteProvider::TYPE_SHORTCUTS),
57116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch      profile_(profile),
585821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      languages_(profile_->GetPrefs()->GetString(prefs::kAcceptLanguages)),
59ba5b9a6411cb1792fd21f0a078d7a25cd1ceec16Ben Murdoch      initialized_(false) {
6023730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  scoped_refptr<ShortcutsBackend> backend =
615821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      ShortcutsBackendFactory::GetForProfile(profile_);
62868fa2fe829687343ffae624259930155e16dbd8Torne (Richard Coles)  if (backend.get()) {
635821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    backend->AddObserver(this);
645821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    if (backend->initialized())
655821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      initialized_ = true;
665821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
675821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
685821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
695821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)void ShortcutsProvider::Start(const AutocompleteInput& input,
705821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)                              bool minimal_changes) {
715821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  matches_.clear();
725821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
73f8ee788a64d60abd8f2d742a5fdedde054ecd910Torne (Richard Coles)  if ((input.type() == metrics::OmniboxInputType::INVALID) ||
74f8ee788a64d60abd8f2d742a5fdedde054ecd910Torne (Richard Coles)      (input.type() == metrics::OmniboxInputType::FORCED_QUERY))
755821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    return;
765821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
775821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  if (input.text().empty())
785821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    return;
795821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
805821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  if (!initialized_)
815821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    return;
825821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
835821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  base::TimeTicks start_time = base::TimeTicks::Now();
845821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  GetMatches(input);
855821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  if (input.text().length() < 6) {
865821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    base::TimeTicks end_time = base::TimeTicks::Now();
875821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    std::string name = "ShortcutsProvider.QueryIndexTime." +
885821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        base::IntToString(input.text().size());
892a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)    base::HistogramBase* counter = base::Histogram::FactoryGet(
905821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        name, 1, 1000, 50, base::Histogram::kUmaTargetedHistogramFlag);
915821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    counter->Add(static_cast<int>((end_time - start_time).InMilliseconds()));
925821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
935821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
945821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
955821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)void ShortcutsProvider::DeleteMatch(const AutocompleteMatch& match) {
96a1401311d1ab56c4ed0a474bd38c108f75cb0cd9Torne (Richard Coles)  // Copy the URL since deleting from |matches_| will invalidate |match|.
975821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  GURL url(match.destination_url);
9823730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  DCHECK(url.is_valid());
995821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
1005821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // When a user deletes a match, he probably means for the URL to disappear out
1015821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // of history entirely. So nuke all shortcuts that map to this URL.
10223730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  scoped_refptr<ShortcutsBackend> backend =
1034e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)      ShortcutsBackendFactory::GetForProfileIfExists(profile_);
1041320f92c476a1ad9d19dba2a48c72b75566198e9Primiano Tucci  if (backend.get())  // Can be NULL in Incognito.
10523730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)    backend->DeleteShortcutsWithURL(url);
106a1401311d1ab56c4ed0a474bd38c108f75cb0cd9Torne (Richard Coles)
1074e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  matches_.erase(std::remove_if(matches_.begin(), matches_.end(),
1084e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)                                DestinationURLEqualsURL(url)),
1094e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)                 matches_.end());
1104e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  // NOTE: |match| is now dead!
1115821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
1125821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Delete the match from the history DB. This will eventually result in a
11323730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  // second call to DeleteShortcutsWithURL(), which is harmless.
1145821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  HistoryService* const history_service =
1155821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      HistoryServiceFactory::GetForProfile(profile_, Profile::EXPLICIT_ACCESS);
11623730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  DCHECK(history_service);
1175821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  history_service->DeleteURL(url);
1185821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
1195821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
1205821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)ShortcutsProvider::~ShortcutsProvider() {
12123730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  scoped_refptr<ShortcutsBackend> backend =
1225821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      ShortcutsBackendFactory::GetForProfileIfExists(profile_);
123868fa2fe829687343ffae624259930155e16dbd8Torne (Richard Coles)  if (backend.get())
1245821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    backend->RemoveObserver(this);
1255821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
1265821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
1275821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)void ShortcutsProvider::OnShortcutsLoaded() {
1285821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  initialized_ = true;
1295821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
1305821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
1315821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)void ShortcutsProvider::GetMatches(const AutocompleteInput& input) {
13223730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  scoped_refptr<ShortcutsBackend> backend =
1335821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      ShortcutsBackendFactory::GetForProfileIfExists(profile_);
134868fa2fe829687343ffae624259930155e16dbd8Torne (Richard Coles)  if (!backend.get())
1355821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    return;
1365821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Get the URLs from the shortcuts database with keys that partially or
1375821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // completely match the search term.
138a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)  base::string16 term_string(base::i18n::ToLower(input.text()));
1395821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  DCHECK(!term_string.empty());
1405821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
141ba5b9a6411cb1792fd21f0a078d7a25cd1ceec16Ben Murdoch  int max_relevance;
142ba5b9a6411cb1792fd21f0a078d7a25cd1ceec16Ben Murdoch  if (!OmniboxFieldTrial::ShortcutsScoringMaxRelevance(
143ba5b9a6411cb1792fd21f0a078d7a25cd1ceec16Ben Murdoch      input.current_page_classification(), &max_relevance))
1440529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch    max_relevance = kShortcutsProviderDefaultMaxRelevance;
145116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch  TemplateURLService* template_url_service =
146116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch      TemplateURLServiceFactory::GetForProfile(profile_);
147116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch  const base::string16 fixed_up_input(FixupUserInput(input).second);
14823730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  for (ShortcutsBackend::ShortcutMap::const_iterator it =
1495821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)           FindFirstMatch(term_string, backend.get());
1505821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)       it != backend->shortcuts_map().end() &&
1515821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)           StartsWith(it->first, term_string, true); ++it) {
1525821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    // Don't return shortcuts with zero relevance.
153ba5b9a6411cb1792fd21f0a078d7a25cd1ceec16Ben Murdoch    int relevance = CalculateScore(term_string, it->second, max_relevance);
154a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    if (relevance) {
15546d4c2bc3267f3f028f39e7e311b0f89aba2e4fdTorne (Richard Coles)      matches_.push_back(ShortcutToACMatch(it->second, relevance, input,
156116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch                                           fixed_up_input));
157116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch      matches_.back().ComputeStrippedDestinationURL(template_url_service);
158a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    }
1595821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
1600529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch  // Remove duplicates.  Duplicates don't need to be preserved in the matches
1610529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch  // because they are only used for deletions, and shortcuts deletes matches
1620529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch  // based on the URL.
163c5cede9ae108bb15f6b7a8aea21c7e1fefa2834cBen Murdoch  AutocompleteResult::DedupMatchesByDestination(
164c5cede9ae108bb15f6b7a8aea21c7e1fefa2834cBen Murdoch      input.current_page_classification(), false, &matches_);
1655d1f7b1de12d16ceb2c938c56701a3e8bfa558f7Torne (Richard Coles)  // Find best matches.
1665821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  std::partial_sort(matches_.begin(),
1675821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      matches_.begin() +
1685821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)          std::min(AutocompleteProvider::kMaxMatches, matches_.size()),
1695821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      matches_.end(), &AutocompleteMatch::MoreRelevant);
1705821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  if (matches_.size() > AutocompleteProvider::kMaxMatches) {
1715821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    matches_.erase(matches_.begin() + AutocompleteProvider::kMaxMatches,
1725821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)                   matches_.end());
1735821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
174a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch  // Guarantee that all scores are decreasing (but do not assign any scores
175a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch  // below 1).
176a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)  for (ACMatches::iterator it = matches_.begin(); it != matches_.end(); ++it) {
177a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    max_relevance = std::min(max_relevance, it->relevance);
178a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    it->relevance = max_relevance;
179a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    if (max_relevance > 1)
180a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)      --max_relevance;
181eb525c5499e34cc9c4b825d6d9e75bb07cc06aceBen Murdoch  }
1825821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
1835821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
1845821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)AutocompleteMatch ShortcutsProvider::ShortcutToACMatch(
18523730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)    const history::ShortcutsDatabase::Shortcut& shortcut,
1865821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    int relevance,
187a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch    const AutocompleteInput& input,
188116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch    const base::string16& fixed_up_input_text) {
189a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch  DCHECK(!input.text().empty());
19023730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  AutocompleteMatch match;
1914e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  match.provider = this;
1924e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  match.relevance = relevance;
1934e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  match.deletable = true;
19423730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  match.fill_into_edit = shortcut.match_core.fill_into_edit;
19523730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  match.destination_url = shortcut.match_core.destination_url;
1965821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  DCHECK(match.destination_url.is_valid());
19723730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  match.contents = shortcut.match_core.contents;
19823730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  match.contents_class = AutocompleteMatch::ClassificationsFromString(
19923730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)      shortcut.match_core.contents_class);
20023730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  match.description = shortcut.match_core.description;
20123730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  match.description_class = AutocompleteMatch::ClassificationsFromString(
20223730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)      shortcut.match_core.description_class);
2031320f92c476a1ad9d19dba2a48c72b75566198e9Primiano Tucci  match.transition = ui::PageTransitionFromInt(shortcut.match_core.transition);
20423730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  match.type = static_cast<AutocompleteMatch::Type>(shortcut.match_core.type);
20523730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  match.keyword = shortcut.match_core.keyword;
206eb525c5499e34cc9c4b825d6d9e75bb07cc06aceBen Murdoch  match.RecordAdditionalInfo("number of hits", shortcut.number_of_hits);
207eb525c5499e34cc9c4b825d6d9e75bb07cc06aceBen Murdoch  match.RecordAdditionalInfo("last access time", shortcut.last_access_time);
2085d1f7b1de12d16ceb2c938c56701a3e8bfa558f7Torne (Richard Coles)  match.RecordAdditionalInfo("original input text",
2095d1f7b1de12d16ceb2c938c56701a3e8bfa558f7Torne (Richard Coles)                             base::UTF16ToUTF8(shortcut.text));
2105821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
211a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)  // Set |inline_autocompletion| and |allowed_to_be_default_match| if possible.
212a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)  // If the match is a search query this is easy: simply check whether the
213a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)  // user text is a prefix of the query.  If the match is a navigation, we
214a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)  // assume the fill_into_edit looks something like a URL, so we use
2150529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch  // URLPrefix::GetInlineAutocompleteOffset() to try and strip off any prefixes
2160529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch  // that the user might not think would change the meaning, but would
2170529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch  // otherwise prevent inline autocompletion.  This allows, for example, the
2180529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch  // input of "foo.c" to autocomplete to "foo.com" for a fill_into_edit of
2190529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch  // "http://foo.com".
220a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)  if (AutocompleteMatch::IsSearchType(match.type)) {
221a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch    if (StartsWith(match.fill_into_edit, input.text(), false)) {
222a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)      match.inline_autocompletion =
223a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch          match.fill_into_edit.substr(input.text().length());
224a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)      match.allowed_to_be_default_match =
225a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch          !input.prevent_inline_autocomplete() ||
226a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch          match.inline_autocompletion.empty();
227a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    }
228a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)  } else {
2290529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch    const size_t inline_autocomplete_offset =
2300529e5d033099cbfc42635f6f6183833b09dff6eBen Murdoch        URLPrefix::GetInlineAutocompleteOffset(
23146d4c2bc3267f3f028f39e7e311b0f89aba2e4fdTorne (Richard Coles)            input.text(), fixed_up_input_text, true, match.fill_into_edit);
232a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch    if (inline_autocomplete_offset != base::string16::npos) {
233a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch      match.inline_autocompletion =
234a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch          match.fill_into_edit.substr(inline_autocomplete_offset);
235a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)      match.allowed_to_be_default_match =
236a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch          !HistoryProvider::PreventInlineAutocomplete(input) ||
237a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch          match.inline_autocompletion.empty();
238a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    }
239a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)  }
240116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch  match.EnsureUWYTIsAllowedToBeDefault(
241116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch      input.canonicalized_url(),
242116680a4aac90f2aa7413d9095a592090648e557Ben Murdoch      TemplateURLServiceFactory::GetForProfile(profile_));
243a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)
2445821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Try to mark pieces of the contents and description as matches if they
245a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch  // appear in |input.text()|.
246a02191e04bc25c4935f804f2c080ae28663d096dBen Murdoch  const base::string16 term_string = base::i18n::ToLower(input.text());
2475821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  WordMap terms_map(CreateWordMapForString(term_string));
2485821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  if (!terms_map.empty()) {
2495821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    match.contents_class = ClassifyAllMatchesInString(term_string, terms_map,
2505821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        match.contents, match.contents_class);
2515821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    match.description_class = ClassifyAllMatchesInString(term_string, terms_map,
2525821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        match.description, match.description_class);
2535821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
2545821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  return match;
2555821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
2565821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2575821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// static
2585821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)ShortcutsProvider::WordMap ShortcutsProvider::CreateWordMapForString(
259a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    const base::string16& text) {
2605821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // First, convert |text| to a vector of the unique words in it.
2615821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  WordMap word_map;
2625821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  base::i18n::BreakIterator word_iter(text,
2635821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)                                      base::i18n::BreakIterator::BREAK_WORD);
2645821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  if (!word_iter.Init())
2655821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    return word_map;
2665d1f7b1de12d16ceb2c938c56701a3e8bfa558f7Torne (Richard Coles)  std::vector<base::string16> words;
2675821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  while (word_iter.Advance()) {
2685821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    if (word_iter.IsWord())
2695821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      words.push_back(word_iter.GetString());
2705821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
2715821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  if (words.empty())
2725821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    return word_map;
2735821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  std::sort(words.begin(), words.end());
2745821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  words.erase(std::unique(words.begin(), words.end()), words.end());
2755821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2765821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Now create a map from (first character) to (words beginning with that
2775821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // character).  We insert in reverse lexicographical order and rely on the
2785821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // multimap preserving insertion order for values with the same key.  (This
2795821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // is mandated in C++11, and part of that decision was based on a survey of
2805821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // existing implementations that found that it was already true everywhere.)
2815821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  std::reverse(words.begin(), words.end());
2825d1f7b1de12d16ceb2c938c56701a3e8bfa558f7Torne (Richard Coles)  for (std::vector<base::string16>::const_iterator i(words.begin());
2835d1f7b1de12d16ceb2c938c56701a3e8bfa558f7Torne (Richard Coles)       i != words.end(); ++i)
2845821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    word_map.insert(std::make_pair((*i)[0], *i));
2855821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  return word_map;
2865821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
2875821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2885821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// static
2895821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)ACMatchClassifications ShortcutsProvider::ClassifyAllMatchesInString(
290a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    const base::string16& find_text,
2915821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    const WordMap& find_words,
292a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    const base::string16& text,
2935821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    const ACMatchClassifications& original_class) {
2945821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  DCHECK(!find_text.empty());
2955821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  DCHECK(!find_words.empty());
2965821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2975821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // The code below assumes |text| is nonempty and therefore the resulting
2985821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // classification vector should always be nonempty as well.  Returning early
2995821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // if |text| is empty assures we'll return the (correct) empty vector rather
3005821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // than a vector with a single (0, NONE) match.
3015821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  if (text.empty())
3025821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    return original_class;
3035821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3045821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // First check whether |text| begins with |find_text| and mark that whole
3055821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // section as a match if so.
306a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)  base::string16 text_lowercase(base::i18n::ToLower(text));
3075821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  ACMatchClassifications match_class;
3085821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  size_t last_position = 0;
3095821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  if (StartsWith(text_lowercase, find_text, true)) {
3105821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    match_class.push_back(
3115821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        ACMatchClassification(0, ACMatchClassification::MATCH));
3125821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    last_position = find_text.length();
3135821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    // If |text_lowercase| is actually equal to |find_text|, we don't need to
3145821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    // (and in fact shouldn't) put a trailing NONE classification after the end
3155821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    // of the string.
3165821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    if (last_position < text_lowercase.length()) {
3175821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      match_class.push_back(
3185821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)          ACMatchClassification(last_position, ACMatchClassification::NONE));
3195821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    }
3205821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  } else {
3215821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    // |match_class| should start at position 0.  If the first matching word is
3225821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    // found at position 0, this will be popped from the vector further down.
3235821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    match_class.push_back(
3245821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        ACMatchClassification(0, ACMatchClassification::NONE));
3255821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
3265821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3275821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Now, starting with |last_position|, check each character in
3285821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // |text_lowercase| to see if we have words starting with that character in
3295821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // |find_words|.  If so, check each of them to see if they match the portion
3305821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // of |text_lowercase| beginning with |last_position|.  Accept the first
3315821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // matching word found (which should be the longest possible match at this
3325821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // location, given the construction of |find_words|) and add a MATCH region to
3335821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // |match_class|, moving |last_position| to be after the matching word.  If we
3345821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // found no matching words, move to the next character and repeat.
3355821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  while (last_position < text_lowercase.length()) {
3365821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    std::pair<WordMap::const_iterator, WordMap::const_iterator> range(
3375821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        find_words.equal_range(text_lowercase[last_position]));
3385821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    size_t next_character = last_position + 1;
3395821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    for (WordMap::const_iterator i(range.first); i != range.second; ++i) {
340a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)      const base::string16& word = i->second;
3415821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      size_t word_end = last_position + word.length();
3425821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      if ((word_end <= text_lowercase.length()) &&
3435821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)          !text_lowercase.compare(last_position, word.length(), word)) {
3445821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        // Collapse adjacent ranges into one.
3455821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        if (match_class.back().offset == last_position)
3465821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)          match_class.pop_back();
3475821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3485821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        AutocompleteMatch::AddLastClassificationIfNecessary(&match_class,
3495821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)            last_position, ACMatchClassification::MATCH);
3505821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        if (word_end < text_lowercase.length()) {
3515821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)          match_class.push_back(
3525821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)              ACMatchClassification(word_end, ACMatchClassification::NONE));
3535821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        }
3545821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        last_position = word_end;
3555821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        break;
3565821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      }
3575821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    }
3585821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    last_position = std::max(last_position, next_character);
3595821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
3605821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3615821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  return AutocompleteMatch::MergeClassifications(original_class, match_class);
3625821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
3635821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
36423730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)ShortcutsBackend::ShortcutMap::const_iterator
365a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    ShortcutsProvider::FindFirstMatch(const base::string16& keyword,
36623730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)                                      ShortcutsBackend* backend) {
3675821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  DCHECK(backend);
36823730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)  ShortcutsBackend::ShortcutMap::const_iterator it =
3695821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      backend->shortcuts_map().lower_bound(keyword);
3705821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Lower bound not necessarily matches the keyword, check for item pointed by
3715821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // the lower bound iterator to at least start with keyword.
3725821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  return ((it == backend->shortcuts_map().end()) ||
3735821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    StartsWith(it->first, keyword, true)) ? it :
3745821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    backend->shortcuts_map().end();
3755821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
3765821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3775821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)int ShortcutsProvider::CalculateScore(
378a3f6a49ab37290eeeb8db0f41ec0f1cb74a68be7Torne (Richard Coles)    const base::string16& terms,
37923730a6e56a168d1879203e4b3819bb36e3d8f1fTorne (Richard Coles)    const history::ShortcutsDatabase::Shortcut& shortcut,
380ba5b9a6411cb1792fd21f0a078d7a25cd1ceec16Ben Murdoch    int max_relevance) {
3815821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  DCHECK(!terms.empty());
3825821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  DCHECK_LE(terms.length(), shortcut.text.length());
3835821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3845821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // The initial score is based on how much of the shortcut the user has typed.
3855821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Using the square root of the typed fraction boosts the base score rapidly
3865821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // as characters are typed, compared with simply using the typed fraction
3875821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // directly. This makes sense since the first characters typed are much more
3885821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // important for determining how likely it is a user wants a particular
3895821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // shortcut than are the remaining continued characters.
390ba5b9a6411cb1792fd21f0a078d7a25cd1ceec16Ben Murdoch  double base_score = max_relevance *
3915821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      sqrt(static_cast<double>(terms.length()) / shortcut.text.length());
3925821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3935821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Then we decay this by half each week.
3945821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  const double kLn2 = 0.6931471805599453;
3955821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  base::TimeDelta time_passed = base::Time::Now() - shortcut.last_access_time;
3965821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Clamp to 0 in case time jumps backwards (e.g. due to DST).
3975821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  double decay_exponent = std::max(0.0, kLn2 * static_cast<double>(
3985821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      time_passed.InMicroseconds()) / base::Time::kMicrosecondsPerWeek);
3995821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
4005821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // We modulate the decay factor based on how many times the shortcut has been
4015821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // used. Newly created shortcuts decay at full speed; otherwise, decaying by
4025821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // half takes |n| times as much time, where n increases by
4035821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // (1.0 / each 5 additional hits), up to a maximum of 5x as long.
4045821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  const double kMaxDecaySpeedDivisor = 5.0;
4055821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  const double kNumUsesPerDecaySpeedDivisorIncrement = 5.0;
4065821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  double decay_divisor = std::min(kMaxDecaySpeedDivisor,
4075821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      (shortcut.number_of_hits + kNumUsesPerDecaySpeedDivisorIncrement - 1) /
4085821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      kNumUsesPerDecaySpeedDivisorIncrement);
4095821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
4105821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  return static_cast<int>((base_score / exp(decay_exponent / decay_divisor)) +
4115821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      0.5);
4125821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
413