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// Copyright 2012 The Chromium Authors
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.
#include "components/omnibox/browser/shortcuts_provider.h"
#include <stddef.h>
#include <algorithm>
#include <cmath>
#include <map>
#include <numeric>
#include <utility>
#include <vector>
#include "base/check_op.h"
#include "base/containers/cxx20_erase.h"
#include "base/feature_list.h"
#include "base/i18n/case_conversion.h"
#include "base/memory/raw_ptr.h"
#include "base/metrics/histogram.h"
#include "base/numerics/safe_conversions.h"
#include "base/ranges/algorithm.h"
#include "base/strings/strcat.h"
#include "base/strings/string_util.h"
#include "base/strings/utf_string_conversions.h"
#include "base/time/time.h"
#include "base/trace_event/trace_event.h"
#include "components/history/core/browser/history_service.h"
#include "components/omnibox/browser/autocomplete_i18n.h"
#include "components/omnibox/browser/autocomplete_input.h"
#include "components/omnibox/browser/autocomplete_match.h"
#include "components/omnibox/browser/autocomplete_provider_client.h"
#include "components/omnibox/browser/history_url_provider.h"
#include "components/omnibox/browser/omnibox_field_trial.h"
#include "components/omnibox/browser/url_prefix.h"
#include "components/omnibox/common/omnibox_features.h"
#include "components/prefs/pref_service.h"
#include "components/search_engines/template_url_service.h"
#include "components/url_formatter/url_fixer.h"
#include "third_party/metrics_proto/omnibox_focus_type.pb.h"
#include "third_party/metrics_proto/omnibox_input_type.pb.h"
#include "third_party/omnibox_proto/groups.pb.h"
#if !BUILDFLAG(IS_IOS)
#include "components/history_clusters/core/config.h"
#endif // !BUILDFLAG(IS_IOS)
namespace {
class DestinationURLEqualsURL {
public:
explicit DestinationURLEqualsURL(const GURL& url) : url_(url) {}
bool operator()(const AutocompleteMatch& match) const {
return match.destination_url == url_;
}
private:
const GURL url_;
};
// ShortcutMatch holds sufficient information about a single match from the
// shortcut database to allow for destination deduping and relevance sorting.
// After those stages the top matches are converted to the more heavyweight
// AutocompleteMatch struct. Avoiding constructing the larger struct for
// every such match can save significant time when there are many shortcut
// matches to process.
struct ShortcutMatch {
ShortcutMatch(int relevance,
int aggregate_number_of_hits,
const GURL& stripped_destination_url,
const ShortcutsDatabase::Shortcut* shortcut)
: relevance(relevance),
aggregate_number_of_hits(aggregate_number_of_hits),
stripped_destination_url(stripped_destination_url),
shortcut(shortcut),
contents(shortcut->match_core.contents),
type(shortcut->match_core.type) {
DCHECK_GE(aggregate_number_of_hits, shortcut->number_of_hits);
}
int relevance;
// The sum of `number_of_hits` of all deduped shortcuts.
int aggregate_number_of_hits;
GURL stripped_destination_url;
raw_ptr<const ShortcutsDatabase::Shortcut> shortcut;
std::u16string contents;
AutocompleteMatch::Type type;
};
// Helpers for extracting aggregated factors from a vector of shortcuts.
const ShortcutsDatabase::Shortcut* ShortestShortcutText(
std::vector<const ShortcutsDatabase::Shortcut*> shortcuts) {
return *base::ranges::min_element(shortcuts, {}, [](const auto* shortcut) {
return shortcut->text.length();
});
}
const ShortcutsDatabase::Shortcut* MostRecentShortcut(
std::vector<const ShortcutsDatabase::Shortcut*> shortcuts) {
return *base::ranges::max_element(shortcuts, {}, [](const auto* shortcut) {
return shortcut->last_access_time;
});
}
int SumNumberOfHits(std::vector<const ShortcutsDatabase::Shortcut*> shortcuts) {
return std::accumulate(shortcuts.begin(), shortcuts.end(), 0,
[](int sum, const auto* shortcut) {
return sum + shortcut->number_of_hits;
});
}
const ShortcutsDatabase::Shortcut* ShortestShortcutContent(
std::vector<const ShortcutsDatabase::Shortcut*> shortcuts) {
return *base::ranges::min_element(shortcuts, {}, [](const auto* shortcut) {
return shortcut->match_core.contents.length();
});
}
// Helper for `CalculateAggregateScore()` to score shortcuts.
int CalculateScoreFromFactors(size_t typed_length,
size_t shortcut_text_length,
const base::Time& last_access_time,
int number_of_hits,
int max_relevance) {
DCHECK_GT(typed_length, 0u);
DCHECK_LE(typed_length, shortcut_text_length);
// The initial score is based on how much of the shortcut the user has typed.
// Due to appending 3 chars when updating shortcuts, and expanding the last
// word when updating or creating shortcuts, the shortcut text can be longer
// than the user's previous inputs (see
// `ShortcutsBackend::AddOrUpdateShortcut()`). As an approximation, ignore 3
// or 10 chars in the shortcut text. Shortcuts are often deduped with higher
// scoring history suggestions anyway.
const size_t adjustment =
OmniboxFieldTrial::IsShortcutExpandingEnabled() ? 10 : 3;
const size_t adjusted_text_length =
std::max(shortcut_text_length, typed_length + adjustment) - adjustment;
// Using the square root of the typed fraction boosts the base score rapidly
// as characters are typed, compared with simply using the typed fraction
// directly. This makes sense since the first characters typed are much more
// important for determining how likely it is a user wants a particular
// shortcut than are the remaining continued characters.
const double typed_fraction =
sqrt(static_cast<double>(typed_length) / adjusted_text_length);
// Decay score by half each week. Clamp to 0 in case time jumps backwards
// (e.g. due to DST).
const double halftime_numerator =
std::max((base::Time::Now() - last_access_time) / base::Days(7), 0.);
// Reduce the decay factor for more used shortcuts. Once used, decay at full
// speed; otherwise, decay `n` times slower, where n increases by 0.2 for each
// additional hit, up to a maximum of 5.
const double halftime_denominator = std::min(.8 + number_of_hits * .2, 5.);
const double halftime_decay =
pow(.5, halftime_numerator / halftime_denominator);
return base::ClampRound(typed_fraction * halftime_decay * max_relevance);
}
} // namespace
const int ShortcutsProvider::kShortcutsProviderDefaultMaxRelevance = 1199;
ShortcutsProvider::ShortcutsProvider(AutocompleteProviderClient* client)
: AutocompleteProvider(AutocompleteProvider::TYPE_SHORTCUTS),
client_(client),
initialized_(false) {
scoped_refptr<ShortcutsBackend> backend = client_->GetShortcutsBackend();
if (backend) {
backend->AddObserver(this);
if (backend->initialized())
initialized_ = true;
}
}
void ShortcutsProvider::Start(const AutocompleteInput& input,
bool minimal_changes) {
TRACE_EVENT0("omnibox", "ShortcutsProvider::Start");
matches_.clear();
if (input.focus_type() == metrics::OmniboxFocusType::INTERACTION_DEFAULT &&
input.type() != metrics::OmniboxInputType::EMPTY &&
!input.text().empty() && initialized_) {
GetMatches(input);
}
}
void ShortcutsProvider::DeleteMatch(const AutocompleteMatch& match) {
// Copy the URL since deleting from |matches_| will invalidate |match|.
GURL url(match.destination_url);
DCHECK(url.is_valid());
// When a user deletes a match, they probably mean for the URL to disappear
// out of history entirely. So nuke all shortcuts that map to this URL.
scoped_refptr<ShortcutsBackend> backend =
client_->GetShortcutsBackendIfExists();
if (backend) // Can be NULL in Incognito.
backend->DeleteShortcutsWithURL(url);
base::EraseIf(matches_, DestinationURLEqualsURL(url));
// NOTE: |match| is now dead!
// Delete the match from the history DB. This will eventually result in a
// second call to DeleteShortcutsWithURL(), which is harmless.
history::HistoryService* const history_service = client_->GetHistoryService();
DCHECK(history_service);
history_service->DeleteURLs({url});
}
ShortcutsProvider::~ShortcutsProvider() {
scoped_refptr<ShortcutsBackend> backend =
client_->GetShortcutsBackendIfExists();
if (backend)
backend->RemoveObserver(this);
}
void ShortcutsProvider::OnShortcutsLoaded() {
initialized_ = true;
}
void ShortcutsProvider::GetMatches(const AutocompleteInput& input) {
scoped_refptr<ShortcutsBackend> backend =
client_->GetShortcutsBackendIfExists();
if (!backend)
return;
// Get the URLs from the shortcuts database with keys that partially or
// completely match the search term.
std::u16string term_string(base::i18n::ToLower(input.text()));
DCHECK(!term_string.empty());
int max_relevance = kShortcutsProviderDefaultMaxRelevance;
TemplateURLService* template_url_service = client_->GetTemplateURLService();
const std::u16string fixed_up_input(FixupUserInput(input).second);
// Get the shortcuts from the database with keys that partially or completely
// match the search term.
std::vector<ShortcutMatch> shortcut_matches;
// Track history cluster shortcuts separately, so they don't consume
// `provider_max_matches_`.
std::vector<ShortcutMatch> history_cluster_shortcut_matches;
// Group the matching shortcuts by stripped `destination_url`, score them
// together, and create a single `ShortcutMatch`.
std::map<GURL, std::vector<const ShortcutsDatabase::Shortcut*>>
shortcuts_by_url;
for (auto it = FindFirstMatch(term_string, backend.get());
it != backend->shortcuts_map().end() &&
base::StartsWith(it->first, term_string, base::CompareCase::SENSITIVE);
++it) {
const ShortcutsDatabase::Shortcut& shortcut = it->second;
// Allow `HISTORY_CLUSTER` suggestions only if the appropriate feature is
// enabled.
#if !BUILDFLAG(IS_IOS)
if (!history_clusters::GetConfig()
.omnibox_history_cluster_provider_shortcuts &&
shortcut.match_core.type == AutocompleteMatch::Type::HISTORY_CLUSTER) {
continue;
}
#endif // !BUILDFLAG(IS_IOS)
const GURL stripped_destination_url(AutocompleteMatch::GURLToStrippedGURL(
shortcut.match_core.destination_url, input, template_url_service,
shortcut.match_core.keyword));
shortcuts_by_url[stripped_destination_url].push_back(&shortcut);
}
for (const auto& [url, shortcuts] : shortcuts_by_url) {
auto [relevance, number_of_hits] =
CalculateAggregateScore(term_string, shortcuts, max_relevance);
// Don't return shortcuts with zero relevance.
if (relevance) {
// Pick the shortcut with the shortest content. Picking the shortest
// shortcut text would probably also work, but could result in more
// text changes as the user types their input for shortcut texts that
// are prefixes of each other.
const ShortcutsDatabase::Shortcut* shortcut =
ShortestShortcutContent(shortcuts);
ShortcutMatch shortcut_match = {relevance, number_of_hits, url, shortcut};
if (shortcut->match_core.type ==
AutocompleteMatch::Type::HISTORY_CLUSTER) {
history_cluster_shortcut_matches.push_back(shortcut_match);
} else {
shortcut_matches.push_back(shortcut_match);
}
}
}
static const bool boost_enabled =
base::FeatureList::IsEnabled(omnibox::kShortcutBoost);
if (!shortcut_matches.empty() && boost_enabled) {
// Promote the shortcut with most hits to compete for the default slot.
// Won't necessarily be the highest scoring shortcut, as scoring also
// depends on visit times and input length. Therefore, has to be done before
// the partial sort before to ensure the match isn't erased. The match may
// be not-allowed-to-be-default, in which case, it'll be competing for top
// slot in the URL grouped suggestions.
base::ranges::max_element(shortcut_matches, {},
[](const auto& shortcut_match) {
return shortcut_match.aggregate_number_of_hits;
})
->relevance = HistoryURLProvider::kScoreForBestInlineableResult + 1;
}
// Find best matches.
std::partial_sort(
shortcut_matches.begin(),
shortcut_matches.begin() +
std::min(provider_max_matches_, shortcut_matches.size()),
shortcut_matches.end(),
[](const ShortcutMatch& elem1, const ShortcutMatch& elem2) {
// Ensure a stable sort by sorting equal-relevance matches
// alphabetically.
return elem1.relevance == elem2.relevance
? elem1.contents < elem2.contents
: elem1.relevance > elem2.relevance;
});
if (shortcut_matches.size() > provider_max_matches_) {
shortcut_matches.erase(shortcut_matches.begin() + provider_max_matches_,
shortcut_matches.end());
}
// Create and initialize autocomplete matches from shortcut matches.
matches_.reserve(shortcut_matches.size() +
history_cluster_shortcut_matches.size());
base::ranges::transform(
shortcut_matches, std::back_inserter(matches_),
[&](const auto& shortcut_match) {
// Guarantee that all relevance scores are decreasing (but do not assign
// any scores below 1). Only do this for non-history cluster shortcuts.
max_relevance = std::min(max_relevance, shortcut_match.relevance);
int relevance = max_relevance;
if (max_relevance > 1)
--max_relevance;
return ShortcutToACMatch(*shortcut_match.shortcut, relevance, input,
fixed_up_input, term_string);
});
base::ranges::transform(
history_cluster_shortcut_matches, std::back_inserter(matches_),
[&](const auto& shortcut_match) {
auto match = ShortcutToACMatch(*shortcut_match.shortcut,
shortcut_match.relevance, input,
fixed_up_input, term_string);
// Guard this as `history_clusters::GetConfig()` doesn't exist on iOS.
// Though this code will never run on iOS regardless.
#if !BUILDFLAG(IS_IOS)
if (!history_clusters::GetConfig()
.omnibox_history_cluster_provider_free_ranking) {
match.suggestion_group_id = omnibox::GROUP_HISTORY_CLUSTER;
// Insert a corresponding omnibox::GroupConfig with default values in
// the suggestion groups map; otherwise the group ID will get dropped.
suggestion_groups_map_[omnibox::GROUP_HISTORY_CLUSTER];
}
#endif // !BUILDFLAG(IS_IOS)
return match;
});
}
AutocompleteMatch ShortcutsProvider::ShortcutToACMatch(
const ShortcutsDatabase::Shortcut& shortcut,
int relevance,
const AutocompleteInput& input,
const std::u16string& fixed_up_input_text,
const std::u16string term_string) {
DCHECK(!input.text().empty());
AutocompleteMatch match;
match.provider = this;
match.relevance = relevance;
// https://crbug.com/1154982#c36 - When deleting history is disabled by
// policy, also disable deleting Shortcuts matches, because it's confusing
// when the X appears on the de-duplicated History and Shortcuts matches.
match.deletable = client_->AllowDeletingBrowserHistory();
match.fill_into_edit = shortcut.match_core.fill_into_edit;
match.destination_url = shortcut.match_core.destination_url;
DCHECK(match.destination_url.is_valid());
match.document_type = shortcut.match_core.document_type;
match.contents = shortcut.match_core.contents;
match.contents_class = AutocompleteMatch::ClassificationsFromString(
shortcut.match_core.contents_class);
match.description = shortcut.match_core.description;
match.description_class = AutocompleteMatch::ClassificationsFromString(
shortcut.match_core.description_class);
match.transition = shortcut.match_core.transition;
match.type = shortcut.match_core.type;
match.keyword = shortcut.match_core.keyword;
match.RecordAdditionalInfo("number of hits", shortcut.number_of_hits);
match.RecordAdditionalInfo("last access time", shortcut.last_access_time);
match.RecordAdditionalInfo("original input text", shortcut.text);
// Set |inline_autocompletion| and |allowed_to_be_default_match| if possible.
// If the input is in keyword mode, navigation matches cannot be the default
// match, and search query matches can only be the default match if their
// keywords matches the input's keyword, as otherwise, default,
// different-keyword matches may result in leaving keyword mode. Additionally,
// if the match is a search query, check whether the user text is a prefix of
// the query. If the match is a navigation, we assume the fill_into_edit looks
// something like a URL, so we use URLPrefix::GetInlineAutocompleteOffset() to
// try and strip off any prefixes that the user might not think would change
// the meaning, but would otherwise prevent inline autocompletion. This
// allows, for example, the input of "foo.c" to autocomplete to "foo.com" for
// a fill_into_edit of "http://foo.com".
const bool is_search_type = AutocompleteMatch::IsSearchType(match.type);
DCHECK(is_search_type != match.keyword.empty());
const bool keyword_matches =
base::StartsWith(base::UTF16ToUTF8(input.text()),
base::StrCat({base::UTF16ToUTF8(match.keyword), " "}),
base::CompareCase::INSENSITIVE_ASCII);
if (is_search_type) {
const TemplateURL* template_url =
client_->GetTemplateURLService()->GetDefaultSearchProvider();
match.from_keyword =
// Either the default search provider is disabled,
!template_url ||
// or the match is not from the default search provider,
match.keyword != template_url->keyword() ||
// or keyword mode was invoked explicitly and the keyword in the input
// is also of the default search provider.
(input.prefer_keyword() && keyword_matches);
}
const bool match_has_explicit_keyword =
!match
.GetSubstitutingExplicitlyInvokedKeyword(
client_->GetTemplateURLService())
.empty();
// If the input is in keyword mode, don't inline a match without or with a
// different keyword. Otherwise, if the input is not in keyword mode, don't
// inline a match with a keyword.
if (input.prefer_keyword()
? is_search_type && keyword_matches && match_has_explicit_keyword
: !match_has_explicit_keyword) {
if (is_search_type) {
if (match.fill_into_edit.size() >= input.text().size() &&
std::equal(match.fill_into_edit.begin(),
match.fill_into_edit.begin() + input.text().size(),
input.text().begin(),
SimpleCaseInsensitiveCompareUCS2())) {
match.inline_autocompletion =
match.fill_into_edit.substr(input.text().length());
match.allowed_to_be_default_match =
!input.prevent_inline_autocomplete() ||
match.inline_autocompletion.empty();
}
} else {
// Try rich autocompletion first. For document suggestions,
// `match.contents` is the title, while `description` is something like
// 'Google Docs' and shouldn't be autocompleted. For all other nav
// suggestions, `contents` is the URL and `description` is the title.
bool autocompleted =
match.type == AutocompleteMatch::Type::DOCUMENT_SUGGESTION
? match.TryRichAutocompletion(u"", match.contents, input,
shortcut.text)
: match.TryRichAutocompletion(match.contents, match.description,
input, shortcut.text);
if (!autocompleted) {
const size_t inline_autocomplete_offset =
URLPrefix::GetInlineAutocompleteOffset(
input.text(), fixed_up_input_text, true, match.fill_into_edit);
if (inline_autocomplete_offset != std::u16string::npos) {
match.inline_autocompletion =
match.fill_into_edit.substr(inline_autocomplete_offset);
match.SetAllowedToBeDefault(input);
}
}
}
}
// Try to mark pieces of the contents and description as matches if they
// appear in |input.text()|.
if (!term_string.empty()) {
match.contents_class = ClassifyAllMatchesInString(
term_string, match.contents, is_search_type, match.contents_class);
match.description_class = ClassifyAllMatchesInString(
term_string, match.description,
/*text_is_search_query=*/false, match.description_class);
}
return match;
}
ShortcutsBackend::ShortcutMap::const_iterator ShortcutsProvider::FindFirstMatch(
const std::u16string& keyword,
ShortcutsBackend* backend) {
DCHECK(backend);
auto it = backend->shortcuts_map().lower_bound(keyword);
// Lower bound not necessarily matches the keyword, check for item pointed by
// the lower bound iterator to at least start with keyword.
return ((it == backend->shortcuts_map().end()) ||
base::StartsWith(it->first, keyword, base::CompareCase::SENSITIVE))
? it
: backend->shortcuts_map().end();
}
std::pair<int, int> ShortcutsProvider::CalculateAggregateScore(
const std::u16string& terms,
const std::vector<const ShortcutsDatabase::Shortcut*>& shortcuts,
int max_relevance) {
DCHECK_GT(shortcuts.size(), 0u);
const size_t shortest_text_length =
ShortestShortcutText(shortcuts)->text.length();
const base::Time& last_access_time =
MostRecentShortcut(shortcuts)->last_access_time;
const int number_of_hits = SumNumberOfHits(shortcuts);
const int relevance = CalculateScoreFromFactors(
terms.length(), shortest_text_length, last_access_time, number_of_hits,
max_relevance);
return {relevance, number_of_hits};
}