1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170
|
// Copyright 2022 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/feed/core/v2/user_actions_collector.h"
#include <algorithm>
#include <cmath>
#include <string>
#include "base/base64.h"
#include "base/json/values_util.h"
#include "base/logging.h"
#include "base/metrics/histogram_functions.h"
#include "base/metrics/histogram_macros.h"
#include "base/time/default_clock.h"
#include "base/time/time.h"
#include "components/feed/core/common/pref_names.h"
#include "components/feed/core/proto/v2/user_actions_store.pb.h"
#include "components/feed/core/v2/config.h"
#include "components/feed/core/v2/prefs.h"
#include "components/feed/core/v2/public/common_enums.h"
#include "components/feed/core/v2/public/feed_api.h"
#include "components/feed/feed_feature_list.h"
#include "components/prefs/pref_service.h"
#include "url/gurl.h"
#include "url/origin.h"
namespace feed {
namespace {
int64_t TimeToPrefValue(const base::Time& time) {
return time.ToDeltaSinceWindowsEpoch().InSeconds();
}
base::Time PrefValueToTime(int64_t value) {
return base::Time::FromDeltaSinceWindowsEpoch(base::Seconds(value));
}
} // namespace
// TODO: Hook up to browser clearing data delegate so we clear the pref when
// user clears data from Chrome settings.
UserActionsCollector::UserActionsCollector(PrefService* profile_prefs)
: profile_prefs_(profile_prefs) {
if (!base::FeatureList::IsEnabled(kPersonalizeFeedUnsignedUsers))
return;
InitStoreFromPrefs();
}
UserActionsCollector::~UserActionsCollector() = default;
void UserActionsCollector::UpdateUserProfileOnLinkClick(
const GURL& url,
const std::vector<int64_t>& entity_mids) {
if (!base::FeatureList::IsEnabled(kPersonalizeFeedUnsignedUsers))
return;
if (!url.is_valid() || !url.SchemeIsHTTPOrHTTPS() || entity_mids.empty())
return;
visit_metadata_string_list_pref_.Append(EntryToString(url, entity_mids));
profile_prefs_->SetList(prefs::kFeedOnDeviceUserActionsCollector,
visit_metadata_string_list_pref_.Clone());
profile_prefs_->SchedulePendingLossyWrites();
UMA_HISTOGRAM_COUNTS(
"ContentSuggestions.Feed.UnsignedUserPersonalization.LinkClicked", 1);
}
void UserActionsCollector::InitStoreFromPrefs() {
const base::Value::List& list_value_from_disk =
profile_prefs_->GetList(prefs::kFeedOnDeviceUserActionsCollector);
size_t count_values_during_store_initialization = 0;
const size_t entries_in_pref = list_value_from_disk.size();
// If the store size exceeds its capacity, then skip some of the earlier
// entries to reduce store size to its capacity.
int entries_to_skip =
entries_in_pref > GetFeedConfig().max_url_entries_in_cache
? entries_in_pref - GetFeedConfig().max_url_entries_in_cache
: 0;
DCHECK_GE(entries_to_skip, 0);
DCHECK_LE(static_cast<size_t>(entries_to_skip), entries_in_pref);
bool rewrite_prefs = entries_to_skip > 0;
// Skip first |entries_to_skip| number of entries to reduce the size of
// store.
for (auto iter = list_value_from_disk.begin() + entries_to_skip;
iter != list_value_from_disk.end(); ++iter) {
if (!iter->is_string()) {
rewrite_prefs = true;
continue;
}
const std::string& visit_metadata_serialized = iter->GetString();
if (!ShouldIncludeVisitMetadataEntry(visit_metadata_serialized)) {
rewrite_prefs = true;
continue;
}
++count_values_during_store_initialization;
visit_metadata_string_list_pref_.Append(visit_metadata_serialized);
}
UMA_HISTOGRAM_COUNTS(
"ContentSuggestions.Feed.UnsignedUserPersonalization."
"CountValuesDuringStoreInitialization",
count_values_during_store_initialization);
if (rewrite_prefs) {
profile_prefs_->SetList(prefs::kFeedOnDeviceUserActionsCollector,
visit_metadata_string_list_pref_.Clone());
profile_prefs_->SchedulePendingLossyWrites();
}
}
std::string UserActionsCollector::EntryToString(
const GURL& url,
const std::vector<int64_t>& entity_mids) const {
feedunsignedpersonalizationstore::VisitMetadata visit_metadata_proto;
url::Origin origin = url::Origin::Create(url);
visit_metadata_proto.set_timestamp_seconds_since_epoch(
TimeToPrefValue(base::Time::Now()));
visit_metadata_proto.set_origin(origin.Serialize());
DCHECK(!entity_mids.empty());
for (size_t i = 0; i < entity_mids.size() &&
i < GetFeedConfig().max_mid_entities_per_url_entry;
++i) {
visit_metadata_proto.add_entity_mids(entity_mids[i]);
}
std::string serialized_entry;
visit_metadata_proto.SerializeToString(&serialized_entry);
DCHECK(!serialized_entry.empty());
return base::Base64Encode(serialized_entry);
}
bool UserActionsCollector::ShouldIncludeVisitMetadataEntry(
const std::string& visit_metadata_serialized) const {
if (visit_metadata_serialized.empty())
return false;
std::string base64_decoded;
if (!base::Base64Decode(visit_metadata_serialized, &base64_decoded)) {
return false;
}
feedunsignedpersonalizationstore::VisitMetadata entry_proto;
if (!entry_proto.ParseFromString(base64_decoded)) {
return false;
}
// TODO(tbansal): Consider throwing out entries from the future.
base::Time timestamp =
PrefValueToTime(entry_proto.timestamp_seconds_since_epoch());
if (base::Time::Now() - timestamp >= base::Days(28)) {
return false;
}
return true;
}
} // namespace feed
|