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// Copyright 2020 The Chromium Authors
// Use of this source code is governed by a BSD-style license that can be
// found in the LICENSE file.
#include "chrome/browser/permissions/prediction_based_permission_ui_selector.h"
#include <memory>
#include <string>
#include "base/command_line.h"
#include "base/run_loop.h"
#include "base/strings/strcat.h"
#include "base/test/bind.h"
#include "base/test/metrics/histogram_tester.h"
#include "base/test/scoped_command_line.h"
#include "base/test/scoped_feature_list.h"
#include "chrome/browser/permissions/permission_actions_history_factory.h"
#include "chrome/common/chrome_features.h"
#include "chrome/test/base/testing_profile.h"
#include "components/content_settings/core/common/pref_names.h"
#include "components/permissions/features.h"
#include "components/permissions/permission_request_data.h"
#include "components/permissions/permission_uma_util.h"
#include "components/permissions/permission_util.h"
#include "components/permissions/prediction_service/prediction_common.h"
#include "components/permissions/request_type.h"
#include "components/permissions/resolvers/content_setting_permission_resolver.h"
#include "components/permissions/test/mock_permission_request.h"
#include "components/prefs/pref_service.h"
#include "components/safe_browsing/core/common/safe_browsing_prefs.h"
#include "components/unified_consent/pref_names.h"
#include "content/public/test/browser_task_environment.h"
#include "testing/gtest/include/gtest/gtest.h"
namespace {
using Decision = PredictionBasedPermissionUiSelector::Decision;
using PredictionSource = PredictionBasedPermissionUiSelector::PredictionSource;
using base::test::FeatureRef;
#define BASIC_CPSS_FEATURES \
permissions::features::kPermissionPredictionsV2, \
permissions::features::kPermissionOnDeviceNotificationPredictions, \
permissions::features::kPermissionOnDeviceGeolocationPredictions, \
features::kQuietNotificationPrompts
constexpr char kOnDevPredServiceResponseNotificationsHistogram[] =
"Permissions.OnDevicePredictionService.Response.Notifications";
constexpr char kOnDevPredServiceResponseGeolocationHistogram[] =
"Permissions.OnDevicePredictionService.Response.Geolocation";
constexpr char kPredServiceResponseNotificationsHistogram[] =
"Permissions.PredictionService.Response.Notifications";
constexpr char kPredServiceResponseGeolocationHistogram[] =
"Permissions.PredictionService.Response.Geolocation";
constexpr char kAIv3ResponseNotificationsHistogram[] =
"Permissions.AIv3.Response.Notifications";
constexpr char kAIv3ResponseGeolocationHistogram[] =
"Permissions.AIv3.Response.Geolocation";
std::string PredictionSourceToString(PredictionSource prediction_source) {
switch (prediction_source) {
case PredictionSource::kServerSideCpssV3Model:
return "ServerSideCpssV3Model";
case PredictionSource::kOnDeviceAiv1AndServerSideModel:
return "OnDeviceAiv1AndServerSideModel";
case PredictionSource::kOnDeviceAiv3AndServerSideModel:
return "OnDeviceAiv3AndServerSideModel";
case PredictionSource::kOnDeviceCpssV1Model:
return "OnDeviceCpssV1Model";
case PredictionSource::kNoCpssModel:
[[fallthrough]];
default:
NOTREACHED();
}
}
} // namespace
class PredictionBasedPermissionUiSelectorTestBase : public testing::Test {
public:
PredictionBasedPermissionUiSelectorTestBase()
: testing_profile_(std::make_unique<TestingProfile>()) {}
void SetUp() override {
InitFeatureList();
// Enable msbb.
testing_profile_->GetPrefs()->SetBoolean(
unified_consent::prefs::kUrlKeyedAnonymizedDataCollectionEnabled, true);
// Enable cpss for both notification and geolocation.
testing_profile_->GetPrefs()->SetBoolean(prefs::kEnableNotificationCPSS,
true);
testing_profile_->GetPrefs()->SetBoolean(prefs::kEnableGeolocationCPSS,
true);
}
void InitFeatureList(const std::string holdback_chance_string = "0") {
if (feature_list_) {
feature_list_->Reset();
}
feature_list_ = std::make_unique<base::test::ScopedFeatureList>();
feature_list_->InitWithFeaturesAndParameters(
{{features::kQuietNotificationPrompts, {}},
{permissions::features::kPermissionPredictionsV2,
{{permissions::feature_params::kPermissionPredictionsV2HoldbackChance
.name,
holdback_chance_string}}}},
/*disabled_features=*/{});
}
void RecordHistoryActions(size_t action_count,
permissions::RequestType request_type) {
while (action_count--) {
PermissionActionsHistoryFactory::GetForProfile(profile())->RecordAction(
permissions::PermissionAction::DENIED, request_type,
permissions::PermissionPromptDisposition::ANCHORED_BUBBLE);
}
}
TestingProfile* profile() { return testing_profile_.get(); }
Decision SelectUiToUseAndGetDecision(
PredictionBasedPermissionUiSelector* selector,
permissions::RequestType request_type) {
std::optional<Decision> actual_decision;
base::RunLoop run_loop;
permissions::MockPermissionRequest request(
request_type, permissions::PermissionRequestGestureType::GESTURE);
selector->SelectUiToUse(
/*web_contents=*/nullptr, &request,
base::BindLambdaForTesting([&](const Decision& decision) {
actual_decision = decision;
run_loop.Quit();
}));
run_loop.Run();
return actual_decision.value();
}
std::unique_ptr<base::test::ScopedFeatureList> feature_list_;
private:
content::BrowserTaskEnvironment task_environment_;
std::unique_ptr<TestingProfile> testing_profile_;
};
class PredictionBasedPermissionUiSelectorTest
: public PredictionBasedPermissionUiSelectorTestBase {};
struct CmdLineDecisionTestCase {
const char* command_line_value;
const Decision expected_decision;
};
class PredictionBasedPermissionUiDecisionTest
: public PredictionBasedPermissionUiSelectorTestBase,
public testing::WithParamInterface<CmdLineDecisionTestCase> {};
INSTANTIATE_TEST_SUITE_P(
CmdLineValueToDecision,
PredictionBasedPermissionUiDecisionTest,
testing::ValuesIn<CmdLineDecisionTestCase>(
{{"very-unlikely",
Decision(PredictionBasedPermissionUiSelector::QuietUiReason::
kServicePredictedVeryUnlikelyGrant,
Decision::ShowNoWarning())},
{"unlikely", Decision::UseNormalUiAndShowNoWarning()},
{"neutral", Decision::UseNormalUiAndShowNoWarning()},
{"likely", Decision::UseNormalUiAndShowNoWarning()},
{"very-likely", Decision::UseNormalUiAndShowNoWarning()}}));
TEST_P(PredictionBasedPermissionUiDecisionTest,
CommandLineMocksDecisionCorrectly) {
RecordHistoryActions(/*action_count=*/4,
permissions::RequestType::kNotifications);
base::test::ScopedCommandLine scoped_command_line;
base::CommandLine::ForCurrentProcess()->AppendSwitchASCII(
"prediction-service-mock-likelihood", GetParam().command_line_value);
PredictionBasedPermissionUiSelector prediction_selector(profile());
Decision decision = SelectUiToUseAndGetDecision(
&prediction_selector, permissions::RequestType::kNotifications);
EXPECT_EQ(GetParam().expected_decision.quiet_ui_reason,
decision.quiet_ui_reason);
EXPECT_EQ(GetParam().expected_decision.warning_reason,
decision.warning_reason);
}
TEST_F(PredictionBasedPermissionUiSelectorTest, RequestsWithFewPromptsAreSent) {
base::test::ScopedCommandLine scoped_command_line;
base::CommandLine::ForCurrentProcess()->AppendSwitchASCII(
"prediction-service-mock-likelihood", "very-unlikely");
PredictionBasedPermissionUiSelector prediction_selector(profile());
// Requests that have 0-3 previous permission prompts will return "quiet".
for (size_t request_id = 0; request_id < 4; ++request_id) {
Decision notification_decision = SelectUiToUseAndGetDecision(
&prediction_selector, permissions::RequestType::kNotifications);
Decision geolocation_decision = SelectUiToUseAndGetDecision(
&prediction_selector, permissions::RequestType::kGeolocation);
EXPECT_EQ(PredictionBasedPermissionUiSelector::QuietUiReason::
kServicePredictedVeryUnlikelyGrant,
notification_decision.quiet_ui_reason);
EXPECT_EQ(PredictionBasedPermissionUiSelector::QuietUiReason::
kServicePredictedVeryUnlikelyGrant,
geolocation_decision.quiet_ui_reason);
RecordHistoryActions(/*action_count=*/1,
permissions::RequestType::kNotifications);
RecordHistoryActions(/*action_count=*/1,
permissions::RequestType::kGeolocation);
}
// Since there are 4 previous prompts, the prediction service request will be
// made and will return a "kServicePredictedVeryUnlikelyGrant" quiet reason.
Decision notification_decision = SelectUiToUseAndGetDecision(
&prediction_selector, permissions::RequestType::kNotifications);
Decision geolocation_decision = SelectUiToUseAndGetDecision(
&prediction_selector, permissions::RequestType::kGeolocation);
EXPECT_EQ(PredictionBasedPermissionUiSelector::QuietUiReason::
kServicePredictedVeryUnlikelyGrant,
notification_decision.quiet_ui_reason);
EXPECT_EQ(PredictionBasedPermissionUiSelector::QuietUiReason::
kServicePredictedVeryUnlikelyGrant,
geolocation_decision.quiet_ui_reason);
}
TEST_F(PredictionBasedPermissionUiSelectorTest,
OnlyPromptsForCurrentTypeAreCounted) {
base::test::ScopedCommandLine scoped_command_line;
base::CommandLine::ForCurrentProcess()->AppendSwitchASCII(
"prediction-service-mock-likelihood", "very-unlikely");
PredictionBasedPermissionUiSelector prediction_selector(profile());
// In CPSSv3 we do not check the action history.
RecordHistoryActions(/*action_count=*/3,
permissions::RequestType::kNotifications);
RecordHistoryActions(/*action_count=*/3,
permissions::RequestType::kGeolocation);
Decision notification_decision = SelectUiToUseAndGetDecision(
&prediction_selector, permissions::RequestType::kNotifications);
Decision geolocation_decision = SelectUiToUseAndGetDecision(
&prediction_selector, permissions::RequestType::kGeolocation);
EXPECT_EQ(PredictionBasedPermissionUiSelector::QuietUiReason::
kServicePredictedVeryUnlikelyGrant,
notification_decision.quiet_ui_reason);
EXPECT_EQ(PredictionBasedPermissionUiSelector::QuietUiReason::
kServicePredictedVeryUnlikelyGrant,
geolocation_decision.quiet_ui_reason);
}
// `kPermissionsAIv1` is not enabled for Android.
// This test verifies that `GetPredictionRequestProto` does not crash if
// `kPermissionsAIv1` is enabled.
#if !BUILDFLAG(IS_ANDROID)
TEST_F(PredictionBasedPermissionUiSelectorTest, GetPredictionTypeToUseCpssV1) {
// Disable msbb.
profile()->GetPrefs()->SetBoolean(
unified_consent::prefs::kUrlKeyedAnonymizedDataCollectionEnabled, false);
feature_list_->Reset();
feature_list_->InitWithFeatures(
/*enabled_features=*/{BASIC_CPSS_FEATURES,
permissions::features::kPermissionsAIv1},
/*disabled_features=*/{});
PredictionBasedPermissionUiSelector prediction_selector(profile());
EXPECT_EQ(PredictionSource::kOnDeviceCpssV1Model,
prediction_selector.GetPredictionTypeToUse(
permissions::RequestType::kNotifications));
auto decided = [](ContentSetting, bool, bool,
const permissions::PermissionRequestData&) {};
permissions::PermissionRequest permission_request(
std::make_unique<permissions::PermissionRequestData>(
std::make_unique<permissions::ContentSettingPermissionResolver>(
ContentSettingsType::GEOLOCATION),
/*user_gesture=*/true, GURL("http://example.com/")),
base::BindRepeating(decided));
permissions::PredictionRequestFeatures features =
prediction_selector.BuildPredictionRequestFeatures(&permission_request);
auto proto_request = GetPredictionRequestProto(features);
}
#endif
struct PredictionSourceTestCase {
std::string test_name;
const std::vector<FeatureRef> enabled_features;
const std::vector<FeatureRef> disabled_features;
PredictionSource expected_prediction_source;
};
class PredictionBasedPermissionUiExpectedPredictionSourceTest
: public PredictionBasedPermissionUiSelectorTestBase,
public testing::WithParamInterface<PredictionSourceTestCase> {};
INSTANTIATE_TEST_SUITE_P(
PredictionSourceTest,
PredictionBasedPermissionUiExpectedPredictionSourceTest,
testing::ValuesIn<PredictionSourceTestCase>({
#if BUILDFLAG(IS_ANDROID)
{/*test_name=*/"UseCpssV1OnAndroid",
/*enabled_features=*/{BASIC_CPSS_FEATURES},
/*disabled_features=*/
{permissions::features::kPermissionDedicatedCpssSettingAndroid},
/*expected_prediction_source=*/PredictionSource::kOnDeviceCpssV1Model},
{/*test_name=*/"UseServerSideOnAndroid",
/*enabled_features=*/
{BASIC_CPSS_FEATURES,
permissions::features::kPermissionDedicatedCpssSettingAndroid},
/*disabled_features=*/{},
/*expected_prediction_source=*/
PredictionSource::kServerSideCpssV3Model},
#else
{/*test_name=*/"UseServerSideOnDesktop",
/*enabled_features=*/{BASIC_CPSS_FEATURES},
/*disabled_features=*/{},
/*expected_prediction_source=*/
PredictionSource::kServerSideCpssV3Model},
{/*test_name=*/"UsePermissionsAiv1OnDesktop",
/*enabled_features=*/
{BASIC_CPSS_FEATURES, permissions::features::kPermissionsAIv1},
/*disabled_features=*/{},
/*expected_prediction_source=*/
PredictionSource::kOnDeviceAiv1AndServerSideModel},
{/*test_name=*/"UsePermissionsAiv3OnDesktop",
/*enabled_features=*/
{BASIC_CPSS_FEATURES, permissions::features::kPermissionsAIv3,
permissions::features::kPermissionsAIv3Geolocation},
/*disabled_features=*/{},
/*expected_prediction_source=*/
PredictionSource::kOnDeviceAiv3AndServerSideModel},
{/*test_name=*/"UsePermissionsAiv3OverAiv1OnDesktop",
/*enabled_features=*/
{BASIC_CPSS_FEATURES, permissions::features::kPermissionsAIv1,
permissions::features::kPermissionsAIv3,
permissions::features::kPermissionsAIv3Geolocation},
/*disabled_features=*/{},
/*expected_prediction_source=*/
PredictionSource::kOnDeviceAiv3AndServerSideModel},
#endif
}),
/*name_generator=*/
[](const testing::TestParamInfo<
PredictionBasedPermissionUiExpectedPredictionSourceTest::ParamType>&
info) { return info.param.test_name; });
TEST_P(PredictionBasedPermissionUiExpectedPredictionSourceTest,
GetPredictionTypeToUse) {
PredictionBasedPermissionUiSelector prediction_selector(profile());
feature_list_->Reset();
feature_list_->InitWithFeatures(GetParam().enabled_features,
GetParam().disabled_features);
EXPECT_EQ(GetParam().expected_prediction_source,
prediction_selector.GetPredictionTypeToUse(
permissions::RequestType::kNotifications));
EXPECT_EQ(GetParam().expected_prediction_source,
prediction_selector.GetPredictionTypeToUse(
permissions::RequestType::kGeolocation));
}
struct HoldbackChanceTestCase {
int holdback_chance;
PredictionSource prediction_source;
permissions::RequestType request_type;
std::vector<std::string_view> updated_histograms;
};
class PredictionBasedPermissionUiExpectedHoldbackChanceTest
: public PredictionBasedPermissionUiSelectorTestBase,
public testing::WithParamInterface<HoldbackChanceTestCase> {
public:
void SetUp() override {
PredictionBasedPermissionUiSelectorTestBase::SetUp();
feature_list_->Reset();
feature_list_->InitWithFeaturesAndParameters(
{
{permissions::features::kPermissionPredictionsV2,
{{permissions::feature_params::
kPermissionPredictionsV2HoldbackChance.name,
GetParam().holdback_chance == 1 ? "1" : "0"}}},
},
{});
}
// Checks for the selected histogram that is has a bucket count of 1 and
// also ensures that no other histogram was changed.
void CheckHistogramsAreEmptyExcept(
const std::vector<std::string_view>& updated_histograms) {
// Static list of all histogram names to check
static const std::vector<std::string> kAllHistogramNames = {
kOnDevPredServiceResponseNotificationsHistogram,
kOnDevPredServiceResponseGeolocationHistogram,
kPredServiceResponseNotificationsHistogram,
kPredServiceResponseGeolocationHistogram,
};
for (const auto& histogram_name : kAllHistogramNames) {
// If the histogram is not in the allowed set, ensure its count is 0
if (!base::Contains(updated_histograms, histogram_name)) {
histogram_tester_.ExpectTotalCount(histogram_name, 0);
}
}
for (const auto& histogram_name : updated_histograms) {
histogram_tester_.ExpectBucketCount(
histogram_name,
/*sample=*/GetParam().holdback_chance == 1,
/*expected_count=*/1);
histogram_tester_.ExpectTotalCount(histogram_name, /*count=*/1);
}
}
private:
base::HistogramTester histogram_tester_;
};
INSTANTIATE_TEST_SUITE_P(
HoldbackChanceTest,
PredictionBasedPermissionUiExpectedHoldbackChanceTest,
testing::ValuesIn<HoldbackChanceTestCase>({
// ----------------------- on-device CPSSV1
{
/*holdback_chance=*/0,
/*prediction_source=*/PredictionSource::kOnDeviceCpssV1Model,
/*request_type=*/permissions::RequestType::kNotifications,
/*updated_histograms=*/
{kOnDevPredServiceResponseNotificationsHistogram},
},
{
/*holdback_chance=*/1,
/*prediction_source=*/PredictionSource::kOnDeviceCpssV1Model,
/*request_type=*/permissions::RequestType::kNotifications,
/*updated_histograms=*/
{kOnDevPredServiceResponseNotificationsHistogram},
},
{
/*holdback_chance=*/0,
/*prediction_source=*/PredictionSource::kOnDeviceCpssV1Model,
/*request_type=*/permissions::RequestType::kGeolocation,
/*updated_histograms=*/
{kOnDevPredServiceResponseGeolocationHistogram},
},
{
/*holdback_chance=*/1,
/*prediction_source=*/PredictionSource::kOnDeviceCpssV1Model,
/*request_type=*/permissions::RequestType::kGeolocation,
/*updated_histograms=*/
{kOnDevPredServiceResponseGeolocationHistogram},
},
// ----------------------- server-side CPSSv3
{
/*holdback_chance=*/0,
/*prediction_source=*/PredictionSource::kServerSideCpssV3Model,
/*request_type=*/permissions::RequestType::kNotifications,
/*updated_histograms=*/
{kPredServiceResponseNotificationsHistogram},
},
{
/*holdback_chance=*/1,
/*prediction_source=*/PredictionSource::kServerSideCpssV3Model,
/*request_type=*/permissions::RequestType::kNotifications,
/*updated_histograms=*/
{kPredServiceResponseNotificationsHistogram},
},
{
/*holdback_chance=*/0,
/*prediction_source=*/PredictionSource::kServerSideCpssV3Model,
/*request_type=*/permissions::RequestType::kGeolocation,
/*updated_histograms=*/
{kPredServiceResponseGeolocationHistogram},
},
{
/*holdback_chance=*/1,
/*prediction_source=*/PredictionSource::kServerSideCpssV3Model,
/*request_type=*/permissions::RequestType::kGeolocation,
/*updated_histograms=*/
{kPredServiceResponseGeolocationHistogram},
},
// ----------------------- on-device AIv1 + server-side CPSSv3
// We don't separately analyse holdback UMA statistics for AIv1.
{
/*holdback_chance=*/0,
/*prediction_source=*/
PredictionSource::kOnDeviceAiv1AndServerSideModel,
/*request_type=*/permissions::RequestType::kGeolocation,
/*updated_histograms=*/{kPredServiceResponseGeolocationHistogram},
},
{
/*holdback_chance=*/1,
/*prediction_source=*/
PredictionSource::kOnDeviceAiv1AndServerSideModel,
/*request_type=*/permissions::RequestType::kNotifications,
/*updated_histograms=*/{kPredServiceResponseNotificationsHistogram},
},
// ----------------------- on-device AIv3 + server-side CPSSv3
{
/*holdback_chance=*/0,
/*prediction_source=*/
PredictionSource::kOnDeviceAiv3AndServerSideModel,
/*request_type=*/permissions::RequestType::kNotifications,
/*updated_histograms=*/{kAIv3ResponseNotificationsHistogram},
},
{
/*holdback_chance=*/1,
/*prediction_source=*/
PredictionSource::kOnDeviceAiv3AndServerSideModel,
/*request_type=*/permissions::RequestType::kGeolocation,
/*updated_histograms=*/{kAIv3ResponseGeolocationHistogram},
},
}),
/*name_generator=*/
[](const testing::TestParamInfo<
PredictionBasedPermissionUiExpectedHoldbackChanceTest::ParamType>&
info) {
return base::StrCat(
{(info.param.holdback_chance == 1) ? "FullHoldbackChance"
: "NoHoldbackChance",
"For", PredictionSourceToString(info.param.prediction_source),
"Execution", "And",
(info.param.request_type == permissions::RequestType::kNotifications)
? "Notifications"
: "Geolocation",
"Permission"});
});
TEST_P(PredictionBasedPermissionUiExpectedHoldbackChanceTest,
HoldbackHistogramTest) {
PredictionBasedPermissionUiSelector prediction_selector(profile());
prediction_selector.cpss_v1_model_holdback_probability_ =
GetParam().holdback_chance;
// 1 means 100% holdback chance and as we only test with 0 or 1 here this is
// basically the expected result.
bool expected_holdback = GetParam().holdback_chance == 1;
EXPECT_EQ(expected_holdback,
prediction_selector.ShouldHoldBack(
{.prediction_source = GetParam().prediction_source,
.request_type = GetParam().request_type}));
CheckHistogramsAreEmptyExcept(GetParam().updated_histograms);
}
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