components/omnibox/browser/omnibox_field_trial.cc

// Copyright 2014 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/omnibox_field_trial.h"

#include <algorithm>
#include <cmath>
#include <functional>
#include <string>

#include "base/command_line.h"
#include "base/feature_list.h"
#include "base/metrics/field_trial.h"
#include "base/metrics/field_trial_params.h"
#include "base/strings/string_number_conversions.h"
#include "base/strings/string_split.h"
#include "base/strings/string_util.h"
#include "base/system/sys_info.h"
#include "base/time/time.h"
#include "base/trace_event/memory_usage_estimator.h"
#include "build/build_config.h"
#include "components/history/core/browser/url_database.h"
#include "components/omnibox/browser/url_index_private_data.h"
#include "components/omnibox/common/omnibox_features.h"
#include "components/optimization_guide/machine_learning_tflite_buildflags.h"
#include "components/search/search.h"
#include "components/variations/active_field_trials.h"
#include "components/variations/hashing.h"
#include "components/variations/variations_associated_data.h"
#include "third_party/metrics_proto/omnibox_event.pb.h"
#include "ui/base/ui_base_features.h"

using metrics::OmniboxEventProto;

namespace {

typedef std::map<std::string, std::string> VariationParams;
typedef HUPScoringParams::ScoreBuckets ScoreBuckets;

void InitializeBucketsFromString(const std::string& bucket_string,
                                 ScoreBuckets* score_buckets) {
  // Clear the buckets.
  score_buckets->buckets().clear();
  base::StringPairs kv_pairs;
  if (base::SplitStringIntoKeyValuePairs(bucket_string, ':', ',', &kv_pairs)) {
    for (base::StringPairs::const_iterator it = kv_pairs.begin();
         it != kv_pairs.end(); ++it) {
      ScoreBuckets::CountMaxRelevance bucket;
      base::StringToDouble(it->first, &bucket.first);
      base::StringToInt(it->second, &bucket.second);
      score_buckets->buckets().push_back(bucket);
    }
    std::sort(score_buckets->buckets().begin(), score_buckets->buckets().end(),
              std::greater<ScoreBuckets::CountMaxRelevance>());
  }
}

void InitializeScoreBuckets(const VariationParams& params,
                            const char* relevance_cap_param,
                            const char* half_life_param,
                            const char* score_buckets_param,
                            const char* use_decay_factor_param,
                            ScoreBuckets* score_buckets) {
  auto it = params.find(relevance_cap_param);
  if (it != params.end()) {
    int relevance_cap;
    if (base::StringToInt(it->second, &relevance_cap)) {
      score_buckets->set_relevance_cap(relevance_cap);
    }
  }

  it = params.find(use_decay_factor_param);
  if (it != params.end()) {
    int use_decay_factor;
    if (base::StringToInt(it->second, &use_decay_factor)) {
      score_buckets->set_use_decay_factor(use_decay_factor != 0);
    }
  }

  it = params.find(half_life_param);
  if (it != params.end()) {
    int half_life_days;
    if (base::StringToInt(it->second, &half_life_days)) {
      score_buckets->set_half_life_days(half_life_days);
    }
  }

  it = params.find(score_buckets_param);
  if (it != params.end()) {
    // The value of the score bucket is a comma-separated list of
    // {DecayedCount/DecayedFactor + ":" + MaxRelevance}.
    InitializeBucketsFromString(it->second, score_buckets);
  }
}

// Background and implementation details:
//
// Each experiment group in any field trial can come with an optional set of
// parameters (key-value pairs).  In the bundled omnibox experiment
// (kBundledExperimentFieldTrialName), each experiment group comes with a
// list of parameters in the form:
//   key=<Rule>:
//       <OmniboxEventProto::PageClassification (as an int)>:
//       <whether Instant Extended is enabled (as a 1 or 0)>
//     (note that there are no linebreaks in keys; this format is for
//      presentation only>
//   value=<arbitrary string>
// Both the OmniboxEventProto::PageClassification and the Instant Extended
// entries can be "*", which means this rule applies for all values of the
// matching portion of the context.
// One example parameter is
//   key=SearchHistory:6:1
//   value=PreventInlining
// This means in page classification context 6 (a search result page doing
// search term replacement) with Instant Extended enabled, the SearchHistory
// experiment should PreventInlining.
//
// When an exact match to the rule in the current context is missing, we
// give preference to a wildcard rule that matches the instant extended
// context over a wildcard rule that matches the page classification
// context.  Hopefully, though, users will write their field trial configs
// so as not to rely on this fall back order.
//
// In short, this function tries to find the value associated with key
// |rule|:|page_classification|:|instant_extended|, failing that it looks up
// |rule|:*:|instant_extended|, failing that it looks up
// |rule|:|page_classification|:*, failing that it looks up |rule|:*:*,
// and failing that it returns the empty string.
std::string GetValueForRuleInContextFromVariationParams(
    const std::map<std::string, std::string>& params,
    const std::string& rule,
    OmniboxEventProto::PageClassification page_classification) {
  if (params.empty()) {
    return std::string();
  }

  const std::string page_classification_str =
      base::NumberToString(static_cast<int>(page_classification));
  const std::string instant_extended =
      search::IsInstantExtendedAPIEnabled() ? "1" : "0";
  // Look up rule in this exact context.
  VariationParams::const_iterator it = params.find(
      rule + ":" + page_classification_str + ":" + instant_extended);
  if (it != params.end()) {
    return it->second;
  }
  // Fall back to the global page classification context.
  it = params.find(rule + ":*:" + instant_extended);
  if (it != params.end()) {
    return it->second;
  }
  // Fall back to the global instant extended context.
  it = params.find(rule + ":" + page_classification_str + ":*");
  if (it != params.end()) {
    return it->second;
  }
  // Look up rule in the global context.
  it = params.find(rule + ":*:*");
  return (it != params.end()) ? it->second : std::string();
}

OmniboxFieldTrial::MLConfig& GetMLConfigInternal() {
  static OmniboxFieldTrial::MLConfig s_config;
  return s_config;
}

}  // namespace

HUPScoringParams::ScoreBuckets::ScoreBuckets()
    : relevance_cap_(-1), half_life_days_(-1), use_decay_factor_(false) {}

HUPScoringParams::ScoreBuckets::ScoreBuckets(const ScoreBuckets& other) =
    default;

HUPScoringParams::ScoreBuckets::~ScoreBuckets() {}

size_t HUPScoringParams::ScoreBuckets::EstimateMemoryUsage() const {
  return base::trace_event::EstimateMemoryUsage(buckets_);
}

double HUPScoringParams::ScoreBuckets::HalfLifeTimeDecay(
    const base::TimeDelta& elapsed_time) const {
  double time_ms;
  if ((half_life_days_ <= 0) ||
      ((time_ms = elapsed_time.InMillisecondsF()) <= 0)) {
    return 1.0;
  }

  const double half_life_intervals =
      time_ms / base::Days(half_life_days_).InMillisecondsF();
  return pow(2.0, -half_life_intervals);
}

size_t HUPScoringParams::EstimateMemoryUsage() const {
  size_t res = 0;

  res += base::trace_event::EstimateMemoryUsage(typed_count_buckets);
  res += base::trace_event::EstimateMemoryUsage(visited_count_buckets);

  return res;
}

int OmniboxFieldTrial::GetDisabledProviderTypes() {
  const std::string& types_string = base::GetFieldTrialParamValue(
      kBundledExperimentFieldTrialName, kDisableProvidersRule);
  int types = 0;
  if (types_string.empty() || !base::StringToInt(types_string, &types)) {
    return 0;
  }
  return types;
}

void OmniboxFieldTrial::GetActiveSuggestFieldTrialHashes(
    std::vector<uint32_t>* field_trial_hashes) {
  field_trial_hashes->clear();
  if (base::FieldTrialList::TrialExists(kBundledExperimentFieldTrialName)) {
    field_trial_hashes->push_back(
        variations::HashName(kBundledExperimentFieldTrialName));
  }
}

void OmniboxFieldTrial::GetDemotionsByType(
    OmniboxEventProto::PageClassification current_page_classification,
    DemotionMultipliers* demotions_by_type) {
  demotions_by_type->clear();

  // Explicitly check whether the feature is enabled before calling
  // |GetValueForRuleInContextByFeature| because it is possible for
  // |GetValueForRuleInContextByFeature| to return an empty string even if the
  // feature is enabled, and we don't want to fallback to
  // |GetValueForRuleInContext| in this case.
  std::string demotion_rule =
      base::FeatureList::IsEnabled(omnibox::kOmniboxDemoteByType)
          ? OmniboxFieldTrial::internal::GetValueForRuleInContextByFeature(
                omnibox::kOmniboxDemoteByType, kDemoteByTypeRule,
                current_page_classification)
          : OmniboxFieldTrial::internal::GetValueForRuleInContext(
                kDemoteByTypeRule, current_page_classification);
  // If there is no demotion rule for this context, then use the default
  // value for that context.
  if (demotion_rule.empty()) {
    // This rule demotes URLs as strongly as possible without violating user
    // expectations.  In particular, for URL-seeking inputs, if the user would
    // likely expect a URL first (i.e., it would be inline autocompleted), then
    // that URL will still score strongly enough to be first.  This is done
    // using a demotion multipler of 0.61.  If a URL would get a score high
    // enough to be inline autocompleted (1400+), even after demotion it will
    // score above 850 ( 1400 * 0.61 > 850).  850 is the maximum score for
    // queries when the input has been detected as URL-seeking.
#if BUILDFLAG(IS_ANDROID)
    if (current_page_classification ==
        OmniboxEventProto::SEARCH_RESULT_PAGE_NO_SEARCH_TERM_REPLACEMENT) {
      demotion_rule = "1:61,2:61,3:61,4:61,16:61,24:61";
    }
#endif
    if (current_page_classification ==
            OmniboxEventProto::INSTANT_NTP_WITH_FAKEBOX_AS_STARTING_FOCUS ||
        current_page_classification == OmniboxEventProto::NTP_REALBOX) {
      demotion_rule = "1:10,2:10,3:10,4:10,5:10,16:10,17:10,24:10";
    }
  }

  // The value of the DemoteByType rule is a comma-separated list of
  // {ResultType + ":" + Number} where ResultType is an AutocompleteMatchType::
  // Type enum represented as an integer and Number is an integer number
  // between 0 and 100 inclusive.   Relevance scores of matches of that result
  // type are multiplied by Number / 100.  100 means no change.
  base::StringPairs kv_pairs;
  if (base::SplitStringIntoKeyValuePairs(demotion_rule, ':', ',', &kv_pairs)) {
    for (base::StringPairs::const_iterator it = kv_pairs.begin();
         it != kv_pairs.end(); ++it) {
      // This is a best-effort conversion; we trust the hand-crafted parameters
      // downloaded from the server to be perfect.  There's no need to handle
      // errors smartly.
      int k, v;
      base::StringToInt(it->first, &k);
      base::StringToInt(it->second, &v);
      (*demotions_by_type)[static_cast<AutocompleteMatchType::Type>(k)] =
          static_cast<float>(v) / 100.0f;
    }
  }
}

size_t OmniboxFieldTrial::GetProviderMaxMatches(
    AutocompleteProvider::Type provider) {
  size_t default_max_matches_per_provider = 3;

  std::string param_value = base::GetFieldTrialParamValueByFeature(
      omnibox::kUIExperimentMaxAutocompleteMatches,
      OmniboxFieldTrial::kUIMaxAutocompleteMatchesByProviderParam);

  // If the experiment param specifies a max results for |provider|, return the
  // specified limit.
  // E.g., if param_value = '3:2' and provider = 3, return 2.
  // Otherwise, if the experiment param specifies a default value for
  // unspecified providers, return the default value.
  // E.g., if param_value = '3:3,*:4' and provider = 1, return 4,
  // Otherwise, return |default_max_matches_per_provider|.
  base::StringPairs kv_pairs;
  if (base::SplitStringIntoKeyValuePairs(param_value, ':', ',', &kv_pairs)) {
    for (const auto& kv_pair : kv_pairs) {
      int k;
      base::StringToInt(kv_pair.first, &k);
      size_t v;
      base::StringToSizeT(kv_pair.second, &v);

      if (kv_pair.first == "*") {
        default_max_matches_per_provider = v;
      } else if (k == provider) {
        return v;
      }
    }
  }

  return default_max_matches_per_provider;
}

bool OmniboxFieldTrial::IsMaxURLMatchesFeatureEnabled() {
  return base::FeatureList::IsEnabled(omnibox::kOmniboxMaxURLMatches);
}

size_t OmniboxFieldTrial::GetMaxURLMatches() {
#if BUILDFLAG(IS_ANDROID) || BUILDFLAG(IS_IOS)
  constexpr size_t kDefaultMaxURLMatches = 5;
#else
  constexpr size_t kDefaultMaxURLMatches = 7;
#endif
  return base::GetFieldTrialParamByFeatureAsInt(
      omnibox::kOmniboxMaxURLMatches,
      OmniboxFieldTrial::kOmniboxMaxURLMatchesParam, kDefaultMaxURLMatches);
}

void OmniboxFieldTrial::GetDefaultHUPScoringParams(
    HUPScoringParams* scoring_params) {
  ScoreBuckets* type_score_buckets = &scoring_params->typed_count_buckets;
  type_score_buckets->set_half_life_days(30);
  type_score_buckets->set_use_decay_factor(false);
  // Default typed count buckets based on decayed typed count. The
  // values here are based on the results of field trials to determine what
  // maximized overall result quality.
  const std::string& typed_count_score_buckets_str =
      "1.0:1413,0.97:1390,0.93:1360,0.85:1340,0.72:1320,0.50:1250,0.0:1203";
  InitializeBucketsFromString(typed_count_score_buckets_str,
                              type_score_buckets);

  ScoreBuckets* visit_score_buckets = &scoring_params->visited_count_buckets;
  visit_score_buckets->set_half_life_days(30);
  visit_score_buckets->set_use_decay_factor(false);
  // Buckets based on visit count.  Like the typed count buckets above, the
  // values here were chosen based on field trials.  Note that when a URL hasn't
  // been visited in the last 30 days, we clamp its score to 100, which
  // basically demotes it below any other results in the dropdown.
  const std::string& visit_count_score_buckets_str = "4.0:790,0.5:590,0.0:100";
  InitializeBucketsFromString(visit_count_score_buckets_str,
                              visit_score_buckets);
}

void OmniboxFieldTrial::GetExperimentalHUPScoringParams(
    HUPScoringParams* scoring_params) {
  VariationParams params;
  if (!base::GetFieldTrialParams(kBundledExperimentFieldTrialName, &params)) {
    return;
  }

  InitializeScoreBuckets(params, kHUPNewScoringTypedCountRelevanceCapParam,
                         kHUPNewScoringTypedCountHalfLifeTimeParam,
                         kHUPNewScoringTypedCountScoreBucketsParam,
                         kHUPNewScoringTypedCountUseDecayFactorParam,
                         &scoring_params->typed_count_buckets);
  InitializeScoreBuckets(params, kHUPNewScoringVisitedCountRelevanceCapParam,
                         kHUPNewScoringVisitedCountHalfLifeTimeParam,
                         kHUPNewScoringVisitedCountScoreBucketsParam,
                         kHUPNewScoringVisitedCountUseDecayFactorParam,
                         &scoring_params->visited_count_buckets);
}

float OmniboxFieldTrial::HQPBookmarkValue() {
  std::string bookmark_value_str = base::GetFieldTrialParamValue(
      kBundledExperimentFieldTrialName, kHQPBookmarkValueRule);
  if (bookmark_value_str.empty()) {
    return 10;
  }
  // This is a best-effort conversion; we trust the hand-crafted parameters
  // downloaded from the server to be perfect.  There's no need for handle
  // errors smartly.
  double bookmark_value;
  base::StringToDouble(bookmark_value_str, &bookmark_value);
  return bookmark_value;
}

bool OmniboxFieldTrial::HQPAllowMatchInTLDValue() {
  return base::GetFieldTrialParamValue(kBundledExperimentFieldTrialName,
                                       kHQPAllowMatchInTLDRule) == "true";
}

bool OmniboxFieldTrial::HQPAllowMatchInSchemeValue() {
  return base::GetFieldTrialParamValue(kBundledExperimentFieldTrialName,
                                       kHQPAllowMatchInSchemeRule) == "true";
}

void OmniboxFieldTrial::GetSuggestPollingStrategy(bool* from_last_keystroke,
                                                  int* polling_delay_ms) {
  *from_last_keystroke =
      base::GetFieldTrialParamValue(
          kBundledExperimentFieldTrialName,
          kMeasureSuggestPollingDelayFromLastKeystrokeRule) == "true";

  const std::string& polling_delay_string = base::GetFieldTrialParamValue(
      kBundledExperimentFieldTrialName, kSuggestPollingDelayMsRule);
  if (polling_delay_string.empty() ||
      !base::StringToInt(polling_delay_string, polling_delay_ms) ||
      (*polling_delay_ms <= 0)) {
    *polling_delay_ms = kDefaultMinimumTimeBetweenSuggestQueriesMs;
  }
}

std::string OmniboxFieldTrial::HQPExperimentalScoringBuckets() {
  return base::GetFieldTrialParamValue(kBundledExperimentFieldTrialName,
                                       kHQPExperimentalScoringBucketsParam);
}

float OmniboxFieldTrial::HQPExperimentalTopicalityThreshold() {
  std::string topicality_threshold_str = base::GetFieldTrialParamValue(
      kBundledExperimentFieldTrialName,
      kHQPExperimentalScoringTopicalityThresholdParam);

  double topicality_threshold;
  if (topicality_threshold_str.empty() ||
      !base::StringToDouble(topicality_threshold_str, &topicality_threshold)) {
    return 0.5f;
  }

  return static_cast<float>(topicality_threshold);
}

int OmniboxFieldTrial::MaxNumHQPUrlsIndexedAtStartup() {
#if BUILDFLAG(IS_ANDROID) || BUILDFLAG(IS_IOS)
  // Limits on Android and iOS are chosen based on experiment results. See
  // crbug.com/715852#c18 and crbug.com/1141539#c31.
  constexpr int kDefaultOnLowEndDevices = 100;
  constexpr int kDefaultOnNonLowEndDevices = 400;
#else
  // Use 20,000 entries as a safety cap for users with spammed history,
  // such as users who were stuck in a redirect loop with autogenerated URLs.
  // This limit will only affect 0.01% of Windows users. crbug.com/750845.
  constexpr int kDefaultOnLowEndDevices = 20000;
  constexpr int kDefaultOnNonLowEndDevices = 20000;
#endif

  if (base::SysInfo::IsLowEndDeviceOrPartialLowEndModeEnabled()) {
    return kDefaultOnLowEndDevices;
  } else {
    return kDefaultOnNonLowEndDevices;
  }
}

size_t OmniboxFieldTrial::HQPMaxVisitsToScore() {
  std::string max_visits_str = base::GetFieldTrialParamValue(
      kBundledExperimentFieldTrialName, kHQPMaxVisitsToScoreRule);
  constexpr size_t kDefaultMaxVisitsToScore = 10;
  static_assert(
      URLIndexPrivateData::kMaxVisitsToStoreInCache >= kDefaultMaxVisitsToScore,
      "HQP should store at least as many visits as it expects to score");
  if (max_visits_str.empty()) {
    return kDefaultMaxVisitsToScore;
  }
  // This is a best-effort conversion; we trust the hand-crafted parameters
  // downloaded from the server to be perfect.  There's no need for handle
  // errors smartly.
  size_t max_visits_value;
  base::StringToSizeT(max_visits_str, &max_visits_value);
  return max_visits_value;
}

float OmniboxFieldTrial::HQPTypedValue() {
  std::string typed_value_str = base::GetFieldTrialParamValue(
      kBundledExperimentFieldTrialName, kHQPTypedValueRule);
  if (typed_value_str.empty()) {
    return 1.5;
  }
  // This is a best-effort conversion; we trust the hand-crafted parameters
  // downloaded from the server to be perfect.  There's no need for handle
  // errors smartly.
  double typed_value;
  base::StringToDouble(typed_value_str, &typed_value);
  return typed_value;
}

OmniboxFieldTrial::NumMatchesScores OmniboxFieldTrial::HQPNumMatchesScores() {
  std::string str = base::GetFieldTrialParamValue(
      kBundledExperimentFieldTrialName, kHQPNumMatchesScoresRule);
  static constexpr char kDefaultNumMatchesScores[] = "1:3,2:2.5,3:2,4:1.5";
  if (str.empty()) {
    str = kDefaultNumMatchesScores;
  }
  // The parameter is a comma-separated list of (number, value) pairs such as
  // listed above.
  // This is a best-effort conversion; we trust the hand-crafted parameters
  // downloaded from the server to be perfect.  There's no need to handle
  // errors smartly.
  base::StringPairs kv_pairs;
  if (!base::SplitStringIntoKeyValuePairs(str, ':', ',', &kv_pairs)) {
    return NumMatchesScores{};
  }
  NumMatchesScores num_matches_scores(kv_pairs.size());
  for (size_t i = 0; i < kv_pairs.size(); ++i) {
    base::StringToSizeT(kv_pairs[i].first, &num_matches_scores[i].first);
    // The input must be sorted by number of matches.
    DCHECK((i == 0) ||
           (num_matches_scores[i].first > num_matches_scores[i - 1].first));
    base::StringToDouble(kv_pairs[i].second, &num_matches_scores[i].second);
  }
  return num_matches_scores;
}

size_t OmniboxFieldTrial::HQPNumTitleWordsToAllow() {
  // The value of the rule is a string that encodes an integer (actually
  // size_t) containing the number of words.
  size_t num_title_words;
  if (!base::StringToSizeT(
          base::GetFieldTrialParamValue(kBundledExperimentFieldTrialName,
                                        kHQPNumTitleWordsRule),
          &num_title_words)) {
    return 20;
  }
  return num_title_words;
}

bool OmniboxFieldTrial::HQPAlsoDoHUPLikeScoring() {
  return base::GetFieldTrialParamValue(kBundledExperimentFieldTrialName,
                                       kHQPAlsoDoHUPLikeScoringRule) == "true";
}

bool OmniboxFieldTrial::HUPSearchDatabase() {
  const std::string& value = base::GetFieldTrialParamValue(
      kBundledExperimentFieldTrialName, kHUPSearchDatabaseRule);
  return value.empty() || (value == "true");
}

int OmniboxFieldTrial::KeywordScoreForSufficientlyCompleteMatch() {
  std::string value_str = base::GetFieldTrialParamValue(
      kBundledExperimentFieldTrialName,
      kKeywordScoreForSufficientlyCompleteMatchRule);
  if (value_str.empty()) {
    return -1;
  }
  // This is a best-effort conversion; we trust the hand-crafted parameters
  // downloaded from the server to be perfect.  There's no need for handle
  // errors smartly.
  int value;
  base::StringToInt(value_str, &value);
  return value;
}

bool OmniboxFieldTrial::IsFuzzyUrlSuggestionsEnabled() {
  return base::FeatureList::IsEnabled(omnibox::kOmniboxFuzzyUrlSuggestions);
}

const base::FeatureParam<bool>
    OmniboxFieldTrial::kFuzzyUrlSuggestionsCounterfactual(
        &omnibox::kOmniboxFuzzyUrlSuggestions,
        "FuzzyUrlSuggestionsCounterfactual",
        false);

const base::FeatureParam<bool>
    OmniboxFieldTrial::kFuzzyUrlSuggestionsLowEndBypass(
        &omnibox::kOmniboxFuzzyUrlSuggestions,
        "FuzzyUrlSuggestionsLowEndBypass",
        false);

const base::FeatureParam<bool> OmniboxFieldTrial::kFuzzyUrlSuggestionsTranspose(
    &omnibox::kOmniboxFuzzyUrlSuggestions,
    "FuzzyUrlSuggestionsTranspose",
    true);

const base::FeatureParam<int>
    OmniboxFieldTrial::kFuzzyUrlSuggestionsMinInputLength(
        &omnibox::kOmniboxFuzzyUrlSuggestions,
        "FuzzyUrlSuggestionsMinInputLength",
        3);

// Note about this default, which produces good results for most inputs:
// Using 10% reasonably took a 1334 relevance match down to 1200,
// but was harmful to HQP suggestions: as soon as a '.' was
// appended, a bunch of ~800 navsuggest results overtook a better
// HQP result that was bumped down to ~770. Using 5% lets this
// result compete in the navsuggest range.
const base::FeatureParam<int> OmniboxFieldTrial::kFuzzyUrlSuggestionsPenaltyLow(
    &omnibox::kOmniboxFuzzyUrlSuggestions,
    "FuzzyUrlSuggestionsPenaltyLow",
    5);

// Keeping the default for high penalty equal to preserve current behavior, but
// this is the parameter most likely to need tuning for very short inputs.
const base::FeatureParam<int>
    OmniboxFieldTrial::kFuzzyUrlSuggestionsPenaltyHigh(
        &omnibox::kOmniboxFuzzyUrlSuggestions,
        "FuzzyUrlSuggestionsPenaltyHigh",
        5);

// The default value of zero means "no taper", and only the lowest penalty
// will be applied.
const base::FeatureParam<int>
    OmniboxFieldTrial::kFuzzyUrlSuggestionsPenaltyTaperLength(
        &omnibox::kOmniboxFuzzyUrlSuggestions,
        "FuzzyUrlSuggestionsPenaltyTaperLength",
        0);

bool OmniboxFieldTrial::IsOnDeviceHeadSuggestEnabledForIncognito() {
  return base::FeatureList::IsEnabled(omnibox::kOnDeviceHeadProviderIncognito);
}

bool OmniboxFieldTrial::IsOnDeviceHeadSuggestEnabledForNonIncognito() {
  return base::FeatureList::IsEnabled(
      omnibox::kOnDeviceHeadProviderNonIncognito);
}

bool OmniboxFieldTrial::IsOnDeviceHeadSuggestEnabledForAnyMode() {
  return IsOnDeviceHeadSuggestEnabledForIncognito() ||
         IsOnDeviceHeadSuggestEnabledForNonIncognito();
}

bool OmniboxFieldTrial::IsOnDeviceTailSuggestEnabled() {
  // Tail model will only be enabled when head provider is also enabled.
  return base::FeatureList::IsEnabled(omnibox::kOnDeviceTailModel) &&
         IsOnDeviceHeadSuggestEnabledForAnyMode();
}

bool OmniboxFieldTrial::ShouldEncodeLeadingSpaceForOnDeviceTailSuggest() {
  return base::GetFieldTrialParamByFeatureAsBool(omnibox::kOnDeviceTailModel,
                                                 "ShouldEncodeLeadingSpace",
                                                 /*default_value=*/false);
}

std::string OmniboxFieldTrial::OnDeviceHeadModelLocaleConstraint(
    bool is_incognito) {
  const base::Feature* feature =
      is_incognito ? &omnibox::kOnDeviceHeadProviderIncognito
                   : &omnibox::kOnDeviceHeadProviderNonIncognito;
  std::string constraint = base::GetFieldTrialParamValueByFeature(
      *feature, kOnDeviceHeadModelLocaleConstraint);
#if !BUILDFLAG(IS_ANDROID) && !BUILDFLAG(IS_IOS)
  if (constraint.empty()) {
    constraint = "500000";
  }
#endif  // !BUILDFLAG(IS_ANDROID) && !BUILDFLAG(IS_IOS)
  return constraint;
}

bool OmniboxFieldTrial::ShouldDisableCGIParamMatching() {
  return base::FeatureList::IsEnabled(omnibox::kDisableCGIParamMatching);
}

bool OmniboxFieldTrial::IsSiteSearchStarterPackEnabled() {
  return base::FeatureList::IsEnabled(omnibox::kSiteSearchStarterPack);
}

// Omnibox UI simplification - Uniform Suggestion Row Heights
const base::FeatureParam<bool> OmniboxFieldTrial::kSquareSuggestIconAnswers(
    &omnibox::kSquareSuggestIcons,
    "OmniboxSquareSuggestIconAnswers",
    false);
const base::FeatureParam<bool> OmniboxFieldTrial::kSquareSuggestIconIcons(
    &omnibox::kSquareSuggestIcons,
    "OmniboxSquareSuggestIconIcons",
    false);
const base::FeatureParam<bool> OmniboxFieldTrial::kSquareSuggestIconEntities(
    &omnibox::kSquareSuggestIcons,
    "OmniboxSquareSuggestIconEntities",
    false);
const base::FeatureParam<double>
    OmniboxFieldTrial::kSquareSuggestIconEntitiesScale(
        &omnibox::kSquareSuggestIcons,
        "OmniboxSquareSuggestIconEntitiesScale",
        0.8722);

bool OmniboxFieldTrial::IsUniformRowHeightEnabled() {
  return base::FeatureList::IsEnabled(omnibox::kUniformRowHeight);
}

const base::FeatureParam<int> OmniboxFieldTrial::kRichSuggestionVerticalMargin(
    &omnibox::kUniformRowHeight,
    "OmniboxRichSuggestionVerticalMargin",
    4);

bool OmniboxFieldTrial::IsChromeRefreshIconsEnabled() {
  return features::GetChromeRefresh2023Level() ==
             features::ChromeRefresh2023Level::kLevel2 ||
         base::FeatureList::IsEnabled(omnibox::kOmniboxCR23SteadyStateIcons);
}

bool OmniboxFieldTrial::IsGM3TextStyleEnabled() {
  return features::GetChromeRefresh2023Level() ==
             features::ChromeRefresh2023Level::kLevel2 ||
         base::FeatureList::IsEnabled(omnibox::kOmniboxSteadyStateTextStyle);
}

// In order to control the value of this "font size" param via Finch, the
// `kOmniboxSteadyStateTextStyle` feature flag must be enabled.
//
// Enabling `ChromeRefresh2023` Level 2 while leaving the
// `kOmniboxSteadyStateTextStyle` flag disabled, will result in the param being
// locked to its default value and ignoring any overrides provided via Finch.
//
// If neither `ChromeRefresh2023` Level 2 nor `kOmniboxSteadyStateTextStyle` are
// enabled, then this "font size" param will have zero effect on Chrome UI.
const base::FeatureParam<int> OmniboxFieldTrial::kFontSizeTouchUI(
    &omnibox::kOmniboxSteadyStateTextStyle,
    "OmniboxFontSizeTouchUI",
    15);

// In order to control the value of this "font size" param via Finch, the
// `kOmniboxSteadyStateTextStyle` feature flag must be enabled.
//
// Enabling `ChromeRefresh2023` Level 2 while leaving the
// `kOmniboxSteadyStateTextStyle` flag disabled, will result in the param being
// locked to its default value and ignoring any overrides provided via Finch.
//
// If neither `ChromeRefresh2023` Level 2 nor `kOmniboxSteadyStateTextStyle` are
// enabled, then this "font size" param will have zero effect on Chrome UI.
const base::FeatureParam<int> OmniboxFieldTrial::kFontSizeNonTouchUI(
    &omnibox::kOmniboxSteadyStateTextStyle,
    "OmniboxFontSizeNonTouchUI",
    12);

const char OmniboxFieldTrial::kBundledExperimentFieldTrialName[] =
    "OmniboxBundledExperimentV1";
const char OmniboxFieldTrial::kDisableProvidersRule[] = "DisableProviders";
const char OmniboxFieldTrial::kDemoteByTypeRule[] = "DemoteByType";
const char OmniboxFieldTrial::kHQPBookmarkValueRule[] = "HQPBookmarkValue";
const char OmniboxFieldTrial::kHQPTypedValueRule[] = "HQPTypedValue";
const char OmniboxFieldTrial::kHQPAllowMatchInTLDRule[] = "HQPAllowMatchInTLD";
const char OmniboxFieldTrial::kHQPAllowMatchInSchemeRule[] =
    "HQPAllowMatchInScheme";
const char
    OmniboxFieldTrial::kMeasureSuggestPollingDelayFromLastKeystrokeRule[] =
        "MeasureSuggestPollingDelayFromLastKeystroke";
const char OmniboxFieldTrial::kSuggestPollingDelayMsRule[] =
    "SuggestPollingDelayMs";
const char OmniboxFieldTrial::kHQPMaxVisitsToScoreRule[] =
    "HQPMaxVisitsToScoreRule";
const char OmniboxFieldTrial::kHQPNumMatchesScoresRule[] =
    "HQPNumMatchesScores";
const char OmniboxFieldTrial::kHQPNumTitleWordsRule[] = "HQPNumTitleWords";
const char OmniboxFieldTrial::kHQPAlsoDoHUPLikeScoringRule[] =
    "HQPAlsoDoHUPLikeScoring";
const char OmniboxFieldTrial::kHUPSearchDatabaseRule[] = "HUPSearchDatabase";
const char OmniboxFieldTrial::kKeywordRequiresRegistryRule[] =
    "KeywordRequiresRegistry";
const char OmniboxFieldTrial::kKeywordScoreForSufficientlyCompleteMatchRule[] =
    "KeywordScoreForSufficientlyCompleteMatch";

const char OmniboxFieldTrial::kHUPNewScoringTypedCountRelevanceCapParam[] =
    "TypedCountRelevanceCap";
const char OmniboxFieldTrial::kHUPNewScoringTypedCountHalfLifeTimeParam[] =
    "TypedCountHalfLifeTime";
const char OmniboxFieldTrial::kHUPNewScoringTypedCountScoreBucketsParam[] =
    "TypedCountScoreBuckets";
const char OmniboxFieldTrial::kHUPNewScoringTypedCountUseDecayFactorParam[] =
    "TypedCountUseDecayFactor";
const char OmniboxFieldTrial::kHUPNewScoringVisitedCountRelevanceCapParam[] =
    "VisitedCountRelevanceCap";
const char OmniboxFieldTrial::kHUPNewScoringVisitedCountHalfLifeTimeParam[] =
    "VisitedCountHalfLifeTime";
const char OmniboxFieldTrial::kHUPNewScoringVisitedCountScoreBucketsParam[] =
    "VisitedCountScoreBuckets";
const char OmniboxFieldTrial::kHUPNewScoringVisitedCountUseDecayFactorParam[] =
    "VisitedCountUseDecayFactor";

const char OmniboxFieldTrial::kHQPExperimentalScoringBucketsParam[] =
    "HQPExperimentalScoringBuckets";
const char
    OmniboxFieldTrial::kHQPExperimentalScoringTopicalityThresholdParam[] =
        "HQPExperimentalScoringTopicalityThreshold";

const char
    OmniboxFieldTrial::kMaxNumHQPUrlsIndexedAtStartupOnLowEndDevicesParam[] =
        "MaxNumHQPUrlsIndexedAtStartupOnLowEndDevices";
const char
    OmniboxFieldTrial::kMaxNumHQPUrlsIndexedAtStartupOnNonLowEndDevicesParam[] =
        "MaxNumHQPUrlsIndexedAtStartupOnNonLowEndDevices";

const char OmniboxFieldTrial::kMaxZeroSuggestMatchesParam[] =
    "MaxZeroSuggestMatches";
const char OmniboxFieldTrial::kOmniboxMaxURLMatchesParam[] =
    "OmniboxMaxURLMatches";
const char OmniboxFieldTrial::kUIMaxAutocompleteMatchesByProviderParam[] =
    "UIMaxAutocompleteMatchesByProvider";
const char OmniboxFieldTrial::kUIMaxAutocompleteMatchesParam[] =
    "UIMaxAutocompleteMatches";
const char OmniboxFieldTrial::kDynamicMaxAutocompleteUrlCutoffParam[] =
    "OmniboxDynamicMaxAutocompleteUrlCutoff";
const char OmniboxFieldTrial::kDynamicMaxAutocompleteIncreasedLimitParam[] =
    "OmniboxDynamicMaxAutocompleteIncreasedLimit";

const char OmniboxFieldTrial::kOnDeviceHeadModelLocaleConstraint[] =
    "ForceModelLocaleConstraint";

int OmniboxFieldTrial::kDefaultMinimumTimeBetweenSuggestQueriesMs = 100;

namespace OmniboxFieldTrial {

// Autocomplete stability.

const base::FeatureParam<bool>
    kAutocompleteStabilityPreserveDefaultExcludeKeywordInputs(
        &omnibox::kPreserveDefault,
        "AutocompleteStabilityPreserveDefaultExcludeKeywordInputs",
        true);
const base::FeatureParam<bool>
    kAutocompleteStabilityPreserveDefaultAfterTransfer(
        &omnibox::kPreserveDefault,
        "AutocompleteStabilityPreserveDefaultAfterTransfer",
        true);
const base::FeatureParam<int>
    kAutocompleteStabilityPreserveDefaultForSyncUpdatesMinInputLength(
        &omnibox::kPreserveDefault,
        "AutocompleteStabilityPreserveDefaultForSyncUpdatesMinInputLength",
        3);
const base::FeatureParam<bool>
    kAutocompleteStabilityPreserveDefaultForAsyncUpdates(
        &omnibox::kPreserveDefault,
        "AutocompleteStabilityPreserveDefaultForAsyncUpdates",
        true);
const base::FeatureParam<bool>
    kAutocompleteStabilityPreventDefaultPreviousMatches(
        &omnibox::kPreserveDefault,
        "AutocompleteStabilityPreventDefaultPreviousMatches",
        true);
const base::FeatureParam<bool>
    kAutocompleteStabilityUpdateResultDebounceFromLastRun(
        &omnibox::kUpdateResultDebounce,
        "AutocompleteStabilityUpdateResultDebounceFromLastRun",
        false);
const base::FeatureParam<int> kAutocompleteStabilityUpdateResultDebounceDelay(
    &omnibox::kUpdateResultDebounce,
    "AutocompleteStabilityUpdateResultDebounceDelay",
    0);

// Local history zero-prefix (aka zero-suggest) and prefix suggestions:

// The maximum number of entries stored by the in-memory zero-suggest cache at
// at any given time (LRU eviction policy is used to enforce this limit).
const base::FeatureParam<int> kZeroSuggestCacheMaxSize(
    &omnibox::kZeroSuggestInMemoryCaching,
    "ZeroSuggestCacheMaxSize",
    5);

// The relevance score for remote zero-suggest ranges from 550-1400. A default
// value of 500 places local history zero-suggest below the remote zero-suggest.
const base::FeatureParam<int> kLocalHistoryZeroSuggestRelevanceScore(
    &omnibox::kAdjustLocalHistoryZeroSuggestRelevanceScore,
    "LocalHistoryZeroSuggestRelevanceScore",
    500);

bool IsZeroSuggestPrefetchingEnabled() {
  return base::FeatureList::IsEnabled(omnibox::kZeroSuggestPrefetching) ||
         base::FeatureList::IsEnabled(omnibox::kZeroSuggestPrefetchingOnSRP) ||
         base::FeatureList::IsEnabled(omnibox::kZeroSuggestPrefetchingOnWeb);
}

bool IsZeroSuggestPrefetchingEnabledInContext(
    metrics::OmniboxEventProto::PageClassification page_classification) {
  switch (page_classification) {
    case metrics::OmniboxEventProto::NTP_ZPS_PREFETCH:
      return base::FeatureList::IsEnabled(omnibox::kZeroSuggestPrefetching);
    case metrics::OmniboxEventProto::SRP_ZPS_PREFETCH:
      return base::FeatureList::IsEnabled(
          omnibox::kZeroSuggestPrefetchingOnSRP);
    case metrics::OmniboxEventProto::OTHER_ZPS_PREFETCH:
      return base::FeatureList::IsEnabled(
          omnibox::kZeroSuggestPrefetchingOnWeb);
    default:
      return false;
  }
}

// Short bookmarks.

bool IsShortBookmarkSuggestionsEnabled() {
  return base::FeatureList::IsEnabled(omnibox::kShortBookmarkSuggestions);
}

bool IsShortBookmarkSuggestionsByTotalInputLengthEnabled() {
  return base::FeatureList::IsEnabled(
             omnibox::kShortBookmarkSuggestionsByTotalInputLength) ||
         (IsRichAutocompletionEnabled() &&
          (kRichAutocompletionAutocompleteTitles.Get() ||
           kRichAutocompletionAutocompleteNonPrefixAll.Get()));
}

size_t ShortBookmarkSuggestionsByTotalInputLengthThreshold() {
  // The rich autocompletion feature requires this feature to be enabled. If
  // short bookmarks is enabled transitively; i.e. rich autocompletion is
  // enabled, but short bookmarks isn't explicitly enabled, then use the rich
  // autocompletion min char limit.
  if (!base::FeatureList::IsEnabled(
          omnibox::kShortBookmarkSuggestionsByTotalInputLength) &&
      IsRichAutocompletionEnabled()) {
    if (kRichAutocompletionAutocompleteTitles.Get() &&
        kRichAutocompletionAutocompleteNonPrefixAll.Get()) {
      return std::min(kRichAutocompletionAutocompleteTitlesMinChar.Get(),
                      kRichAutocompletionAutocompleteNonPrefixMinChar.Get());
    } else if (kRichAutocompletionAutocompleteTitles.Get()) {
      return kRichAutocompletionAutocompleteTitlesMinChar.Get();
    } else if (kRichAutocompletionAutocompleteNonPrefixAll.Get()) {
      return kRichAutocompletionAutocompleteNonPrefixMinChar.Get();
    }
  }

  return kShortBookmarkSuggestionsByTotalInputLengthThreshold.Get();
}

const base::FeatureParam<bool>
    kShortBookmarkSuggestionsByTotalInputLengthCounterfactual(
        &omnibox::kShortBookmarkSuggestionsByTotalInputLength,
        "ShortBookmarkSuggestionsByTotalInputLengthCounterfactual",
        false);

const base::FeatureParam<int>
    kShortBookmarkSuggestionsByTotalInputLengthThreshold(
        &omnibox::kShortBookmarkSuggestionsByTotalInputLength,
        "ShortBookmarkSuggestionsByTotalInputLengthThreshold",
        3);

// Shortcut boost
const base::FeatureParam<int> kShortcutBoostSearchScore(
    &omnibox::kShortcutBoost,
    "ShortcutBoostSearchScore",
    0);
const base::FeatureParam<int> kShortcutBoostUrlScore(&omnibox::kShortcutBoost,
                                                     "ShortcutBoostUrlScore",
                                                     0);

const base::FeatureParam<bool> kShortcutBoostCounterfactual(
    &omnibox::kShortcutBoost,
    "ShortcutBoostCounterfactual",
    false);

// Rich autocompletion.

bool IsRichAutocompletionEnabled() {
  return base::FeatureList::IsEnabled(omnibox::kRichAutocompletion);
}

bool RichAutocompletionShowAdditionalText() {
  return IsRichAutocompletionEnabled() &&
         kRichAutocompletionShowAdditionalText.Get();
}

const base::FeatureParam<bool> kRichAutocompletionAutocompleteTitles(
    &omnibox::kRichAutocompletion,
    "RichAutocompletionAutocompleteTitles",
    false);

const base::FeatureParam<bool>
    kRichAutocompletionAutocompleteTitlesShortcutProvider(
        &omnibox::kRichAutocompletion,
        "RichAutocompletionAutocompleteTitlesShortcutProvider",
        true);

const base::FeatureParam<int> kRichAutocompletionAutocompleteTitlesMinChar(
    &omnibox::kRichAutocompletion,
    "RichAutocompletionAutocompleteTitlesMinChar",
    3);

const base::FeatureParam<bool> kRichAutocompletionAutocompleteNonPrefixAll(
    &omnibox::kRichAutocompletion,
    "RichAutocompletionAutocompleteNonPrefixAll",
    false);

const base::FeatureParam<bool>
    kRichAutocompletionAutocompleteNonPrefixShortcutProvider(
        &omnibox::kRichAutocompletion,
        "RichAutocompletionAutocompleteNonPrefixShortcutProvider",
        false);

const base::FeatureParam<int> kRichAutocompletionAutocompleteNonPrefixMinChar(
    &omnibox::kRichAutocompletion,
    "RichAutocompletionAutocompleteNonPrefixMinChar",
    0);

const base::FeatureParam<bool> kRichAutocompletionShowAdditionalText(
    &omnibox::kRichAutocompletion,
    "RichAutocompletionAutocompleteShowAdditionalText",
    true);

const base::FeatureParam<bool> kRichAutocompletionAdditionalTextWithParenthesis(
    &omnibox::kRichAutocompletion,
    "RichAutocompletionAdditionalTextWithParenthesis",
    false);

const base::FeatureParam<bool> kRichAutocompletionAutocompleteShortcutText(
    &omnibox::kRichAutocompletion,
    "RichAutocompletionAutocompleteShortcutText",
    true);

const base::FeatureParam<int>
    kRichAutocompletionAutocompleteShortcutTextMinChar(
        &omnibox::kRichAutocompletion,
        "RichAutocompletionAutocompleteShortcutTextMinChar",
        3);

const base::FeatureParam<bool> kRichAutocompletionCounterfactual(
    &omnibox::kRichAutocompletion,
    "RichAutocompletionCounterfactual",
    false);

const base::FeatureParam<bool>
    kRichAutocompletionAutocompletePreferUrlsOverPrefixes(
        &omnibox::kRichAutocompletion,
        "RichAutocompletionAutocompletePreferUrlsOverPrefixes",
        false);

const base::FeatureParam<int> kSiteSearchStarterPackRelevanceScore(
    &omnibox::kSiteSearchStarterPack,
    "SiteSearchStarterPackRelevanceScore",
    1350);

// Rather than have a special default value of -1 to signify no limit, simply
// set it to a large value that'll never be reached in practice.
// TODO(manukh): Launched (set to 1) 3/2/23 m113. Clean up feature code 5/2 when
//   m113 reaches stable.
const base::FeatureParam<int> kDocumentProviderMaxLowQualitySuggestions(
    &omnibox::kDocumentProvider,
    "DocumentProviderMaxLowQualitySuggestions",
    1);

const base::FeatureParam<bool> kDomainSuggestionsCounterfactual(
    &omnibox::kDomainSuggestions,
    "DomainSuggestionsCounterfactual",
    false);

const base::FeatureParam<int> kDomainSuggestionsTypedUrlsThreshold(
    &omnibox::kDomainSuggestions,
    "DomainSuggestionsTypedUrlsThreshold",
    7);

const base::FeatureParam<int> kDomainSuggestionsTypedUrlsOffset(
    &omnibox::kDomainSuggestions,
    "DomainSuggestionsTypedUrlsOffset",
    1);

const base::FeatureParam<int> kDomainSuggestionsTypedVisitThreshold(
    &omnibox::kDomainSuggestions,
    "DomainSuggestionsTypedVisitThreshold",
    4);

const base::FeatureParam<int> kDomainSuggestionsTypedVisitOffset(
    &omnibox::kDomainSuggestions,
    "DomainSuggestionsTypedVisitOffset",
    1);

const base::FeatureParam<int> kDomainSuggestionsTypedVisitCapPerVisit(
    &omnibox::kDomainSuggestions,
    "DomainSuggestionsTypedVisitCapPerVisit",
    2);

const base::FeatureParam<int> kDomainSuggestionsMinInputLength(
    &omnibox::kDomainSuggestions,
    "DomainSuggestionsMinInputLength",
    4);

const base::FeatureParam<int> kDomainSuggestionsMaxMatchesPerDomain(
    &omnibox::kDomainSuggestions,
    "DomainSuggestionsMaxMatchesPerDomain",
    2);

const base::FeatureParam<double> kDomainSuggestionsScoreFactor(
    &omnibox::kDomainSuggestions,
    "DomainSuggestionsScoreFactor",
    1);

const base::FeatureParam<bool> kDomainSuggestionsAlternativeScoring(
    &omnibox::kDomainSuggestions,
    "DomainSuggestionsAlternativeScoring",
    false);

// ---------------------------------------------------------
// ML Relevance Scoring ->

// If true, enables scoring signal annotators for logging Omnibox scoring
// signals to OmniboxEventProto.
const base::FeatureParam<bool> kEnableScoringSignalsAnnotators(
    &omnibox::kLogUrlScoringSignals,
    "enable_scoring_signals_annotators",
    false);

// If true, runs the ML scoring model but does not assign new relevance scores
// to the URL suggestions and does not rerank them.
const base::FeatureParam<bool> kMlUrlScoringCounterfactual(
    &omnibox::kMlUrlScoring,
    "MlUrlScoringCounterfactual",
    false);

// If true, increases the number of candidates the URL autocomplete providers
// pass to the controller beyond `provider_max_matches`.
const base::FeatureParam<bool> kMlUrlScoringIncreaseNumCandidates(
    &omnibox::kMlUrlScoring,
    "MlUrlScoringIncreaseNumCandidates",
    false);

MLConfig::MLConfig() {
  log_url_scoring_signals =
      base::FeatureList::IsEnabled(omnibox::kLogUrlScoringSignals);
  enable_scoring_signals_annotators = kEnableScoringSignalsAnnotators.Get();
  ml_url_scoring = base::FeatureList::IsEnabled(omnibox::kMlUrlScoring);
  ml_url_scoring_counterfactual = kMlUrlScoringCounterfactual.Get();
  ml_url_scoring_increase_num_candidates =
      kMlUrlScoringIncreaseNumCandidates.Get();
  url_scoring_model = base::FeatureList::IsEnabled(omnibox::kUrlScoringModel);
}

ScopedMLConfigForTesting::ScopedMLConfigForTesting()
    : original_config_(std::make_unique<MLConfig>(GetMLConfig())) {}

ScopedMLConfigForTesting::~ScopedMLConfigForTesting() {
  GetMLConfigInternal() = *original_config_;
}

MLConfig& ScopedMLConfigForTesting::GetMLConfig() {
  return GetMLConfigInternal();
}

const MLConfig& GetMLConfig() {
  return GetMLConfigInternal();
}

bool IsLogUrlScoringSignalsEnabled() {
  return GetMLConfig().log_url_scoring_signals;
}
bool AreScoringSignalsAnnotatorsEnabled() {
  return GetMLConfig().enable_scoring_signals_annotators;
}
bool IsMlUrlScoringEnabled() {
#if BUILDFLAG(BUILD_WITH_TFLITE_LIB)
  return IsUrlScoringModelEnabled() && GetMLConfig().ml_url_scoring;
#else
  return false;
#endif  // BUILDFLAG(BUILD_WITH_TFLITE_LIB)
}
bool IsMlUrlScoringCounterfactual() {
  return IsMlUrlScoringEnabled() && GetMLConfig().ml_url_scoring_counterfactual;
}
bool IsMlUrlScoringIncreaseNumCandidatesEnabled() {
  return IsMlUrlScoringEnabled() &&
         GetMLConfig().ml_url_scoring_increase_num_candidates;
}
bool IsUrlScoringModelEnabled() {
  return GetMLConfig().url_scoring_model;
}

// <- ML Relevance Scoring
// ---------------------------------------------------------
// Two-column realbox ->

const base::FeatureParam<int> kRealboxMaxPreviousSearchRelatedSuggestions(
    &omnibox::kRealboxSecondaryZeroSuggest,
    "RealboxMaxPreviousSearchRelatedSuggestions",
    3);

const base::FeatureParam<bool> kRealboxSecondaryZeroSuggestCounterfactual(
    &omnibox::kRealboxSecondaryZeroSuggest,
    "RealboxSecondaryZeroSuggestCounterfactual",
    false);

// <- Two-column realbox
// ---------------------------------------------------------
// Inspire Me ->

const base::FeatureParam<int> kInspireMeAdditionalRelatedQueries(
    &omnibox::kInspireMe,
    "AdditionalRelatedQueries",
    0);

const base::FeatureParam<int> kInspireMeAdditionalTrendingQueries(
    &omnibox::kInspireMe,
    "AdditionalTrendingQueries",
    0);

// <- Inspire Me
// ---------------------------------------------------------
// Actions In Suggest ->
// When set to true, permits Entity suggestion with associated Actions to be
// promoted over the Escape Hatch.
const base::FeatureParam<bool> kActionsInSuggestPromoteEntitySuggestion(
    &omnibox::kActionsInSuggest,
    "PromoteEntitySuggestion",
    false);
// <- Actions In Suggest
// ---------------------------------------------------------
// Android UI Revamp ->
const base::FeatureParam<bool> kOmniboxModernizeVisualUpdateMergeClipboardOnNTP(
    &omnibox::kOmniboxModernizeVisualUpdate,
    "modernize_visual_update_merge_clipboard_on_ntp",
    false);
// <- Android UI Revamp
// ---------------------------------------------------------

}  // namespace OmniboxFieldTrial

std::string OmniboxFieldTrial::internal::GetValueForRuleInContext(
    const std::string& rule,
    OmniboxEventProto::PageClassification page_classification) {
  VariationParams params;
  if (!base::GetFieldTrialParams(kBundledExperimentFieldTrialName, &params)) {
    return std::string();
  }

  return GetValueForRuleInContextFromVariationParams(params, rule,
                                                     page_classification);
}

std::string OmniboxFieldTrial::internal::GetValueForRuleInContextByFeature(
    const base::Feature& feature,
    const std::string& rule,
    metrics::OmniboxEventProto::PageClassification page_classification) {
  VariationParams params;
  if (!base::GetFieldTrialParamsByFeature(feature, &params)) {
    return std::string();
  }

  return GetValueForRuleInContextFromVariationParams(params, rule,
                                                     page_classification);
}