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[chromium-blink-merge.git] / chrome / browser / predictors / resource_prefetch_predictor.cc
blob68db96e451dc87701bf384d55a1ce8ad5ef62e43
1 // Copyright 2014 The Chromium Authors. All rights reserved.
2 // Use of this source code is governed by a BSD-style license that can be
3 // found in the LICENSE file.
5 #include "chrome/browser/predictors/resource_prefetch_predictor.h"
7 #include <map>
8 #include <set>
9 #include <utility>
11 #include "base/command_line.h"
12 #include "base/metrics/histogram.h"
13 #include "base/metrics/sparse_histogram.h"
14 #include "base/stl_util.h"
15 #include "base/strings/string_number_conversions.h"
16 #include "base/strings/stringprintf.h"
17 #include "base/time/time.h"
18 #include "chrome/browser/history/history_service.h"
19 #include "chrome/browser/history/history_service_factory.h"
20 #include "chrome/browser/predictors/predictor_database.h"
21 #include "chrome/browser/predictors/predictor_database_factory.h"
22 #include "chrome/browser/predictors/resource_prefetcher_manager.h"
23 #include "chrome/browser/profiles/profile.h"
24 #include "chrome/common/chrome_switches.h"
25 #include "chrome/common/url_constants.h"
26 #include "components/history/core/browser/history_database.h"
27 #include "components/history/core/browser/history_db_task.h"
28 #include "content/public/browser/browser_thread.h"
29 #include "content/public/browser/navigation_controller.h"
30 #include "content/public/browser/resource_request_info.h"
31 #include "content/public/browser/web_contents.h"
32 #include "net/base/mime_util.h"
33 #include "net/base/network_change_notifier.h"
34 #include "net/http/http_response_headers.h"
35 #include "net/url_request/url_request.h"
36 #include "net/url_request/url_request_context_getter.h"
38 using content::BrowserThread;
40 namespace {
42 // For reporting whether a subresource is handled or not, and for what reasons.
43 enum ResourceStatus {
44 RESOURCE_STATUS_HANDLED = 0,
45 RESOURCE_STATUS_NOT_HTTP_PAGE = 1,
46 RESOURCE_STATUS_NOT_HTTP_RESOURCE = 2,
47 RESOURCE_STATUS_UNSUPPORTED_MIME_TYPE = 4,
48 RESOURCE_STATUS_NOT_GET = 8,
49 RESOURCE_STATUS_URL_TOO_LONG = 16,
50 RESOURCE_STATUS_NOT_CACHEABLE = 32,
51 RESOURCE_STATUS_HEADERS_MISSING = 64,
52 RESOURCE_STATUS_MAX = 128,
55 // For reporting various interesting events that occur during the loading of a
56 // single main frame.
57 enum NavigationEvent {
58 NAVIGATION_EVENT_REQUEST_STARTED = 0,
59 NAVIGATION_EVENT_REQUEST_REDIRECTED = 1,
60 NAVIGATION_EVENT_REQUEST_REDIRECTED_EMPTY_URL = 2,
61 NAVIGATION_EVENT_REQUEST_EXPIRED = 3,
62 NAVIGATION_EVENT_RESPONSE_STARTED = 4,
63 NAVIGATION_EVENT_ONLOAD = 5,
64 NAVIGATION_EVENT_ONLOAD_EMPTY_URL = 6,
65 NAVIGATION_EVENT_ONLOAD_UNTRACKED_URL = 7,
66 NAVIGATION_EVENT_ONLOAD_TRACKED_URL = 8,
67 NAVIGATION_EVENT_SHOULD_TRACK_URL = 9,
68 NAVIGATION_EVENT_SHOULD_NOT_TRACK_URL = 10,
69 NAVIGATION_EVENT_URL_TABLE_FULL = 11,
70 NAVIGATION_EVENT_HAVE_PREDICTIONS_FOR_URL = 12,
71 NAVIGATION_EVENT_NO_PREDICTIONS_FOR_URL = 13,
72 NAVIGATION_EVENT_MAIN_FRAME_URL_TOO_LONG = 14,
73 NAVIGATION_EVENT_HOST_TOO_LONG = 15,
74 NAVIGATION_EVENT_COUNT = 16,
77 // For reporting events of interest that are not tied to any navigation.
78 enum ReportingEvent {
79 REPORTING_EVENT_ALL_HISTORY_CLEARED = 0,
80 REPORTING_EVENT_PARTIAL_HISTORY_CLEARED = 1,
81 REPORTING_EVENT_COUNT = 2
84 void RecordNavigationEvent(NavigationEvent event) {
85 UMA_HISTOGRAM_ENUMERATION("ResourcePrefetchPredictor.NavigationEvent",
86 event,
87 NAVIGATION_EVENT_COUNT);
90 // These are additional connection types for
91 // net::NetworkChangeNotifier::ConnectionType. They have negative values in case
92 // the original network connection types expand.
93 enum AdditionalConnectionType {
94 CONNECTION_ALL = -2,
95 CONNECTION_CELLULAR = -1
98 std::string GetNetTypeStr() {
99 switch (net::NetworkChangeNotifier::GetConnectionType()) {
100 case net::NetworkChangeNotifier::CONNECTION_ETHERNET:
101 return "Ethernet";
102 case net::NetworkChangeNotifier::CONNECTION_WIFI:
103 return "WiFi";
104 case net::NetworkChangeNotifier::CONNECTION_2G:
105 return "2G";
106 case net::NetworkChangeNotifier::CONNECTION_3G:
107 return "3G";
108 case net::NetworkChangeNotifier::CONNECTION_4G:
109 return "4G";
110 case net::NetworkChangeNotifier::CONNECTION_NONE:
111 return "None";
112 case net::NetworkChangeNotifier::CONNECTION_BLUETOOTH:
113 return "Bluetooth";
114 case net::NetworkChangeNotifier::CONNECTION_UNKNOWN:
115 default:
116 break;
118 return "Unknown";
121 void ReportPrefetchedNetworkType(int type) {
122 UMA_HISTOGRAM_SPARSE_SLOWLY(
123 "ResourcePrefetchPredictor.NetworkType.Prefetched",
124 type);
127 void ReportNotPrefetchedNetworkType(int type) {
128 UMA_HISTOGRAM_SPARSE_SLOWLY(
129 "ResourcePrefetchPredictor.NetworkType.NotPrefetched",
130 type);
133 } // namespace
135 namespace predictors {
137 ////////////////////////////////////////////////////////////////////////////////
138 // History lookup task.
140 // Used to fetch the visit count for a URL from the History database.
141 class GetUrlVisitCountTask : public history::HistoryDBTask {
142 public:
143 typedef ResourcePrefetchPredictor::URLRequestSummary URLRequestSummary;
144 typedef base::Callback<void(
145 size_t, // Visit count.
146 const NavigationID&,
147 const std::vector<URLRequestSummary>&)> VisitInfoCallback;
149 GetUrlVisitCountTask(
150 const NavigationID& navigation_id,
151 std::vector<URLRequestSummary>* requests,
152 VisitInfoCallback callback)
153 : visit_count_(0),
154 navigation_id_(navigation_id),
155 requests_(requests),
156 callback_(callback) {
157 DCHECK(requests_.get());
160 bool RunOnDBThread(history::HistoryBackend* backend,
161 history::HistoryDatabase* db) override {
162 history::URLRow url_row;
163 if (db->GetRowForURL(navigation_id_.main_frame_url, &url_row))
164 visit_count_ = url_row.visit_count();
165 return true;
168 void DoneRunOnMainThread() override {
169 callback_.Run(visit_count_, navigation_id_, *requests_);
172 private:
173 ~GetUrlVisitCountTask() override {}
175 int visit_count_;
176 NavigationID navigation_id_;
177 scoped_ptr<std::vector<URLRequestSummary> > requests_;
178 VisitInfoCallback callback_;
180 DISALLOW_COPY_AND_ASSIGN(GetUrlVisitCountTask);
183 ////////////////////////////////////////////////////////////////////////////////
184 // ResourcePrefetchPredictor static functions.
186 // static
187 bool ResourcePrefetchPredictor::ShouldRecordRequest(
188 net::URLRequest* request,
189 content::ResourceType resource_type) {
190 const content::ResourceRequestInfo* request_info =
191 content::ResourceRequestInfo::ForRequest(request);
192 if (!request_info)
193 return false;
195 if (!request_info->IsMainFrame())
196 return false;
198 return resource_type == content::RESOURCE_TYPE_MAIN_FRAME &&
199 IsHandledMainPage(request);
202 // static
203 bool ResourcePrefetchPredictor::ShouldRecordResponse(
204 net::URLRequest* response) {
205 const content::ResourceRequestInfo* request_info =
206 content::ResourceRequestInfo::ForRequest(response);
207 if (!request_info)
208 return false;
210 if (!request_info->IsMainFrame())
211 return false;
213 return request_info->GetResourceType() == content::RESOURCE_TYPE_MAIN_FRAME ?
214 IsHandledMainPage(response) : IsHandledSubresource(response);
217 // static
218 bool ResourcePrefetchPredictor::ShouldRecordRedirect(
219 net::URLRequest* response) {
220 const content::ResourceRequestInfo* request_info =
221 content::ResourceRequestInfo::ForRequest(response);
222 if (!request_info)
223 return false;
225 if (!request_info->IsMainFrame())
226 return false;
228 return request_info->GetResourceType() == content::RESOURCE_TYPE_MAIN_FRAME &&
229 IsHandledMainPage(response);
232 // static
233 bool ResourcePrefetchPredictor::IsHandledMainPage(net::URLRequest* request) {
234 return request->original_url().scheme() == url::kHttpScheme;
237 // static
238 bool ResourcePrefetchPredictor::IsHandledSubresource(
239 net::URLRequest* response) {
240 int resource_status = 0;
241 if (response->first_party_for_cookies().scheme() != url::kHttpScheme)
242 resource_status |= RESOURCE_STATUS_NOT_HTTP_PAGE;
244 if (response->original_url().scheme() != url::kHttpScheme)
245 resource_status |= RESOURCE_STATUS_NOT_HTTP_RESOURCE;
247 std::string mime_type;
248 response->GetMimeType(&mime_type);
249 if (!mime_type.empty() &&
250 !net::IsSupportedImageMimeType(mime_type.c_str()) &&
251 !net::IsSupportedJavascriptMimeType(mime_type.c_str()) &&
252 !net::MatchesMimeType("text/css", mime_type)) {
253 resource_status |= RESOURCE_STATUS_UNSUPPORTED_MIME_TYPE;
256 if (response->method() != "GET")
257 resource_status |= RESOURCE_STATUS_NOT_GET;
259 if (response->original_url().spec().length() >
260 ResourcePrefetchPredictorTables::kMaxStringLength) {
261 resource_status |= RESOURCE_STATUS_URL_TOO_LONG;
264 if (!response->response_info().headers.get())
265 resource_status |= RESOURCE_STATUS_HEADERS_MISSING;
267 if (!IsCacheable(response))
268 resource_status |= RESOURCE_STATUS_NOT_CACHEABLE;
270 UMA_HISTOGRAM_ENUMERATION("ResourcePrefetchPredictor.ResourceStatus",
271 resource_status,
272 RESOURCE_STATUS_MAX);
274 return resource_status == 0;
277 // static
278 bool ResourcePrefetchPredictor::IsCacheable(const net::URLRequest* response) {
279 if (response->was_cached())
280 return true;
282 // For non cached responses, we will ensure that the freshness lifetime is
283 // some sane value.
284 const net::HttpResponseInfo& response_info = response->response_info();
285 if (!response_info.headers.get())
286 return false;
287 base::Time response_time(response_info.response_time);
288 response_time += base::TimeDelta::FromSeconds(1);
289 base::TimeDelta freshness =
290 response_info.headers->GetFreshnessLifetimes(response_time).freshness;
291 return freshness > base::TimeDelta();
294 // static
295 content::ResourceType ResourcePrefetchPredictor::GetResourceTypeFromMimeType(
296 const std::string& mime_type,
297 content::ResourceType fallback) {
298 if (net::IsSupportedImageMimeType(mime_type.c_str()))
299 return content::RESOURCE_TYPE_IMAGE;
300 else if (net::IsSupportedJavascriptMimeType(mime_type.c_str()))
301 return content::RESOURCE_TYPE_SCRIPT;
302 else if (net::MatchesMimeType("text/css", mime_type))
303 return content::RESOURCE_TYPE_STYLESHEET;
304 else
305 return fallback;
308 ////////////////////////////////////////////////////////////////////////////////
309 // ResourcePrefetchPredictor structs.
311 ResourcePrefetchPredictor::URLRequestSummary::URLRequestSummary()
312 : resource_type(content::RESOURCE_TYPE_LAST_TYPE),
313 was_cached(false) {
316 ResourcePrefetchPredictor::URLRequestSummary::URLRequestSummary(
317 const URLRequestSummary& other)
318 : navigation_id(other.navigation_id),
319 resource_url(other.resource_url),
320 resource_type(other.resource_type),
321 mime_type(other.mime_type),
322 was_cached(other.was_cached),
323 redirect_url(other.redirect_url) {
326 ResourcePrefetchPredictor::URLRequestSummary::~URLRequestSummary() {
329 ResourcePrefetchPredictor::Result::Result(
330 PrefetchKeyType i_key_type,
331 ResourcePrefetcher::RequestVector* i_requests)
332 : key_type(i_key_type),
333 requests(i_requests) {
336 ResourcePrefetchPredictor::Result::~Result() {
339 ////////////////////////////////////////////////////////////////////////////////
340 // ResourcePrefetchPredictor.
342 ResourcePrefetchPredictor::ResourcePrefetchPredictor(
343 const ResourcePrefetchPredictorConfig& config,
344 Profile* profile)
345 : profile_(profile),
346 config_(config),
347 initialization_state_(NOT_INITIALIZED),
348 tables_(PredictorDatabaseFactory::GetForProfile(profile)
349 ->resource_prefetch_tables()),
350 results_map_deleter_(&results_map_),
351 history_service_observer_(this) {
352 DCHECK_CURRENTLY_ON(BrowserThread::UI);
354 // Some form of learning has to be enabled.
355 DCHECK(config_.IsLearningEnabled());
356 if (config_.IsURLPrefetchingEnabled(profile_))
357 DCHECK(config_.IsURLLearningEnabled());
358 if (config_.IsHostPrefetchingEnabled(profile_))
359 DCHECK(config_.IsHostLearningEnabled());
362 ResourcePrefetchPredictor::~ResourcePrefetchPredictor() {
365 void ResourcePrefetchPredictor::RecordURLRequest(
366 const URLRequestSummary& request) {
367 DCHECK_CURRENTLY_ON(BrowserThread::UI);
368 if (initialization_state_ != INITIALIZED)
369 return;
371 CHECK_EQ(request.resource_type, content::RESOURCE_TYPE_MAIN_FRAME);
372 OnMainFrameRequest(request);
375 void ResourcePrefetchPredictor::RecordURLResponse(
376 const URLRequestSummary& response) {
377 DCHECK_CURRENTLY_ON(BrowserThread::UI);
378 if (initialization_state_ != INITIALIZED)
379 return;
381 if (response.resource_type == content::RESOURCE_TYPE_MAIN_FRAME)
382 OnMainFrameResponse(response);
383 else
384 OnSubresourceResponse(response);
387 void ResourcePrefetchPredictor::RecordURLRedirect(
388 const URLRequestSummary& response) {
389 DCHECK_CURRENTLY_ON(BrowserThread::UI);
390 if (initialization_state_ != INITIALIZED)
391 return;
393 CHECK_EQ(response.resource_type, content::RESOURCE_TYPE_MAIN_FRAME);
394 OnMainFrameRedirect(response);
397 void ResourcePrefetchPredictor::RecordMainFrameLoadComplete(
398 const NavigationID& navigation_id) {
399 switch (initialization_state_) {
400 case NOT_INITIALIZED:
401 StartInitialization();
402 break;
403 case INITIALIZING:
404 break;
405 case INITIALIZED: {
406 RecordNavigationEvent(NAVIGATION_EVENT_ONLOAD);
407 // WebContents can return an empty URL if the navigation entry
408 // corresponding to the navigation has not been created yet.
409 if (navigation_id.main_frame_url.is_empty())
410 RecordNavigationEvent(NAVIGATION_EVENT_ONLOAD_EMPTY_URL);
411 else
412 OnNavigationComplete(navigation_id);
413 break;
415 default:
416 NOTREACHED() << "Unexpected initialization_state_: "
417 << initialization_state_;
421 void ResourcePrefetchPredictor::FinishedPrefetchForNavigation(
422 const NavigationID& navigation_id,
423 PrefetchKeyType key_type,
424 ResourcePrefetcher::RequestVector* requests) {
425 DCHECK_CURRENTLY_ON(BrowserThread::UI);
427 Result* result = new Result(key_type, requests);
428 // Add the results to the results map.
429 if (!results_map_.insert(std::make_pair(navigation_id, result)).second) {
430 DLOG(FATAL) << "Returning results for existing navigation.";
431 delete result;
435 void ResourcePrefetchPredictor::Shutdown() {
436 if (prefetch_manager_.get()) {
437 prefetch_manager_->ShutdownOnUIThread();
438 prefetch_manager_ = NULL;
440 history_service_observer_.RemoveAll();
443 void ResourcePrefetchPredictor::OnMainFrameRequest(
444 const URLRequestSummary& request) {
445 DCHECK_CURRENTLY_ON(BrowserThread::UI);
446 DCHECK_EQ(INITIALIZED, initialization_state_);
448 RecordNavigationEvent(NAVIGATION_EVENT_REQUEST_STARTED);
450 StartPrefetching(request.navigation_id);
452 // Cleanup older navigations.
453 CleanupAbandonedNavigations(request.navigation_id);
455 // New empty navigation entry.
456 inflight_navigations_.insert(std::make_pair(
457 request.navigation_id,
458 make_linked_ptr(new std::vector<URLRequestSummary>())));
461 void ResourcePrefetchPredictor::OnMainFrameResponse(
462 const URLRequestSummary& response) {
463 DCHECK_CURRENTLY_ON(BrowserThread::UI);
464 if (initialization_state_ != INITIALIZED)
465 return;
467 RecordNavigationEvent(NAVIGATION_EVENT_RESPONSE_STARTED);
469 StopPrefetching(response.navigation_id);
472 void ResourcePrefetchPredictor::OnMainFrameRedirect(
473 const URLRequestSummary& response) {
474 DCHECK_CURRENTLY_ON(BrowserThread::UI);
476 RecordNavigationEvent(NAVIGATION_EVENT_REQUEST_REDIRECTED);
478 // TODO(shishir): There are significant gains to be had here if we can use the
479 // start URL in a redirect chain as the key to start prefetching. We can save
480 // of redirect times considerably assuming that the redirect chains do not
481 // change.
483 // Stop any inflight prefetching. Remove the older navigation.
484 StopPrefetching(response.navigation_id);
485 inflight_navigations_.erase(response.navigation_id);
487 // A redirect will not lead to another OnMainFrameRequest call, so record the
488 // redirect url as a new navigation.
490 // The redirect url may be empty if the url was invalid.
491 if (response.redirect_url.is_empty()) {
492 RecordNavigationEvent(NAVIGATION_EVENT_REQUEST_REDIRECTED_EMPTY_URL);
493 return;
496 NavigationID navigation_id(response.navigation_id);
497 navigation_id.main_frame_url = response.redirect_url;
498 inflight_navigations_.insert(std::make_pair(
499 navigation_id,
500 make_linked_ptr(new std::vector<URLRequestSummary>())));
503 void ResourcePrefetchPredictor::OnSubresourceResponse(
504 const URLRequestSummary& response) {
505 DCHECK_CURRENTLY_ON(BrowserThread::UI);
507 NavigationMap::const_iterator nav_it =
508 inflight_navigations_.find(response.navigation_id);
509 if (nav_it == inflight_navigations_.end()) {
510 return;
513 nav_it->second->push_back(response);
516 void ResourcePrefetchPredictor::OnNavigationComplete(
517 const NavigationID& navigation_id) {
518 DCHECK_CURRENTLY_ON(BrowserThread::UI);
520 NavigationMap::iterator nav_it =
521 inflight_navigations_.find(navigation_id);
522 if (nav_it == inflight_navigations_.end()) {
523 RecordNavigationEvent(NAVIGATION_EVENT_ONLOAD_UNTRACKED_URL);
524 return;
526 RecordNavigationEvent(NAVIGATION_EVENT_ONLOAD_TRACKED_URL);
528 // Report any stats.
529 base::TimeDelta plt = base::TimeTicks::Now() - navigation_id.creation_time;
530 ReportPageLoadTimeStats(plt);
531 if (prefetch_manager_.get()) {
532 ResultsMap::iterator results_it = results_map_.find(navigation_id);
533 bool have_prefetch_results = results_it != results_map_.end();
534 UMA_HISTOGRAM_BOOLEAN("ResourcePrefetchPredictor.HavePrefetchResults",
535 have_prefetch_results);
536 if (have_prefetch_results) {
537 ReportAccuracyStats(results_it->second->key_type,
538 *(nav_it->second),
539 results_it->second->requests.get());
540 ReportPageLoadTimePrefetchStats(
541 plt,
542 true,
543 base::Bind(&ReportPrefetchedNetworkType),
544 results_it->second->key_type);
545 } else {
546 ReportPageLoadTimePrefetchStats(
547 plt,
548 false,
549 base::Bind(&ReportNotPrefetchedNetworkType),
550 PREFETCH_KEY_TYPE_URL);
552 } else {
553 scoped_ptr<ResourcePrefetcher::RequestVector> requests(
554 new ResourcePrefetcher::RequestVector);
555 PrefetchKeyType key_type;
556 if (GetPrefetchData(navigation_id, requests.get(), &key_type)) {
557 RecordNavigationEvent(NAVIGATION_EVENT_HAVE_PREDICTIONS_FOR_URL);
558 ReportPredictedAccuracyStats(key_type,
559 *(nav_it->second),
560 *requests);
561 } else {
562 RecordNavigationEvent(NAVIGATION_EVENT_NO_PREDICTIONS_FOR_URL);
566 // Remove the navigation from the inflight navigations.
567 std::vector<URLRequestSummary>* requests = (nav_it->second).release();
568 inflight_navigations_.erase(nav_it);
570 // Kick off history lookup to determine if we should record the URL.
571 HistoryService* history_service = HistoryServiceFactory::GetForProfile(
572 profile_, ServiceAccessType::EXPLICIT_ACCESS);
573 DCHECK(history_service);
574 history_service->ScheduleDBTask(
575 scoped_ptr<history::HistoryDBTask>(
576 new GetUrlVisitCountTask(
577 navigation_id,
578 requests,
579 base::Bind(&ResourcePrefetchPredictor::OnVisitCountLookup,
580 AsWeakPtr()))),
581 &history_lookup_consumer_);
584 bool ResourcePrefetchPredictor::GetPrefetchData(
585 const NavigationID& navigation_id,
586 ResourcePrefetcher::RequestVector* prefetch_requests,
587 PrefetchKeyType* key_type) {
588 DCHECK(prefetch_requests);
589 DCHECK(key_type);
591 *key_type = PREFETCH_KEY_TYPE_URL;
592 const GURL& main_frame_url = navigation_id.main_frame_url;
594 bool use_url_data = config_.IsPrefetchingEnabled(profile_) ?
595 config_.IsURLPrefetchingEnabled(profile_) :
596 config_.IsURLLearningEnabled();
597 if (use_url_data) {
598 PrefetchDataMap::const_iterator iterator =
599 url_table_cache_->find(main_frame_url.spec());
600 if (iterator != url_table_cache_->end())
601 PopulatePrefetcherRequest(iterator->second, prefetch_requests);
603 if (!prefetch_requests->empty())
604 return true;
606 bool use_host_data = config_.IsPrefetchingEnabled(profile_) ?
607 config_.IsHostPrefetchingEnabled(profile_) :
608 config_.IsHostLearningEnabled();
609 if (use_host_data) {
610 PrefetchDataMap::const_iterator iterator =
611 host_table_cache_->find(main_frame_url.host());
612 if (iterator != host_table_cache_->end()) {
613 *key_type = PREFETCH_KEY_TYPE_HOST;
614 PopulatePrefetcherRequest(iterator->second, prefetch_requests);
618 return !prefetch_requests->empty();
621 void ResourcePrefetchPredictor::PopulatePrefetcherRequest(
622 const PrefetchData& data,
623 ResourcePrefetcher::RequestVector* requests) {
624 for (ResourceRows::const_iterator it = data.resources.begin();
625 it != data.resources.end(); ++it) {
626 float confidence = static_cast<float>(it->number_of_hits) /
627 (it->number_of_hits + it->number_of_misses);
628 if (confidence < config_.min_resource_confidence_to_trigger_prefetch ||
629 it->number_of_hits < config_.min_resource_hits_to_trigger_prefetch) {
630 continue;
633 ResourcePrefetcher::Request* req = new ResourcePrefetcher::Request(
634 it->resource_url);
635 requests->push_back(req);
639 void ResourcePrefetchPredictor::StartPrefetching(
640 const NavigationID& navigation_id) {
641 if (!prefetch_manager_.get()) // Prefetching not enabled.
642 return;
644 // Prefer URL based data first.
645 scoped_ptr<ResourcePrefetcher::RequestVector> requests(
646 new ResourcePrefetcher::RequestVector);
647 PrefetchKeyType key_type;
648 if (!GetPrefetchData(navigation_id, requests.get(), &key_type)) {
649 // No prefetching data at host or URL level.
650 return;
653 BrowserThread::PostTask(BrowserThread::IO, FROM_HERE,
654 base::Bind(&ResourcePrefetcherManager::MaybeAddPrefetch,
655 prefetch_manager_,
656 navigation_id,
657 key_type,
658 base::Passed(&requests)));
661 void ResourcePrefetchPredictor::StopPrefetching(
662 const NavigationID& navigation_id) {
663 if (!prefetch_manager_.get()) // Not enabled.
664 return;
666 BrowserThread::PostTask(
667 BrowserThread::IO, FROM_HERE,
668 base::Bind(&ResourcePrefetcherManager::MaybeRemovePrefetch,
669 prefetch_manager_,
670 navigation_id));
673 void ResourcePrefetchPredictor::StartInitialization() {
674 DCHECK_CURRENTLY_ON(BrowserThread::UI);
676 DCHECK_EQ(NOT_INITIALIZED, initialization_state_);
677 initialization_state_ = INITIALIZING;
679 // Create local caches using the database as loaded.
680 scoped_ptr<PrefetchDataMap> url_data_map(new PrefetchDataMap());
681 scoped_ptr<PrefetchDataMap> host_data_map(new PrefetchDataMap());
682 PrefetchDataMap* url_data_ptr = url_data_map.get();
683 PrefetchDataMap* host_data_ptr = host_data_map.get();
685 BrowserThread::PostTaskAndReply(
686 BrowserThread::DB, FROM_HERE,
687 base::Bind(&ResourcePrefetchPredictorTables::GetAllData,
688 tables_, url_data_ptr, host_data_ptr),
689 base::Bind(&ResourcePrefetchPredictor::CreateCaches, AsWeakPtr(),
690 base::Passed(&url_data_map), base::Passed(&host_data_map)));
693 void ResourcePrefetchPredictor::CreateCaches(
694 scoped_ptr<PrefetchDataMap> url_data_map,
695 scoped_ptr<PrefetchDataMap> host_data_map) {
696 DCHECK_CURRENTLY_ON(BrowserThread::UI);
698 DCHECK_EQ(INITIALIZING, initialization_state_);
699 DCHECK(!url_table_cache_);
700 DCHECK(!host_table_cache_);
701 DCHECK(inflight_navigations_.empty());
703 url_table_cache_.reset(url_data_map.release());
704 host_table_cache_.reset(host_data_map.release());
706 UMA_HISTOGRAM_COUNTS("ResourcePrefetchPredictor.UrlTableMainFrameUrlCount",
707 url_table_cache_->size());
708 UMA_HISTOGRAM_COUNTS("ResourcePrefetchPredictor.HostTableHostCount",
709 host_table_cache_->size());
711 ConnectToHistoryService();
714 void ResourcePrefetchPredictor::OnHistoryAndCacheLoaded() {
715 DCHECK_CURRENTLY_ON(BrowserThread::UI);
716 DCHECK_EQ(INITIALIZING, initialization_state_);
718 // Initialize the prefetch manager only if prefetching is enabled.
719 if (config_.IsPrefetchingEnabled(profile_)) {
720 prefetch_manager_ = new ResourcePrefetcherManager(
721 this, config_, profile_->GetRequestContext());
723 initialization_state_ = INITIALIZED;
726 void ResourcePrefetchPredictor::CleanupAbandonedNavigations(
727 const NavigationID& navigation_id) {
728 static const base::TimeDelta max_navigation_age =
729 base::TimeDelta::FromSeconds(config_.max_navigation_lifetime_seconds);
731 base::TimeTicks time_now = base::TimeTicks::Now();
732 for (NavigationMap::iterator it = inflight_navigations_.begin();
733 it != inflight_navigations_.end();) {
734 if (it->first.IsSameRenderer(navigation_id) ||
735 (time_now - it->first.creation_time > max_navigation_age)) {
736 inflight_navigations_.erase(it++);
737 RecordNavigationEvent(NAVIGATION_EVENT_REQUEST_EXPIRED);
738 } else {
739 ++it;
742 for (ResultsMap::iterator it = results_map_.begin();
743 it != results_map_.end();) {
744 if (it->first.IsSameRenderer(navigation_id) ||
745 (time_now - it->first.creation_time > max_navigation_age)) {
746 delete it->second;
747 results_map_.erase(it++);
748 } else {
749 ++it;
754 void ResourcePrefetchPredictor::DeleteAllUrls() {
755 inflight_navigations_.clear();
756 url_table_cache_->clear();
757 host_table_cache_->clear();
759 BrowserThread::PostTask(BrowserThread::DB, FROM_HERE,
760 base::Bind(&ResourcePrefetchPredictorTables::DeleteAllData, tables_));
763 void ResourcePrefetchPredictor::DeleteUrls(const history::URLRows& urls) {
764 // Check all the urls in the database and pick out the ones that are present
765 // in the cache.
766 std::vector<std::string> urls_to_delete, hosts_to_delete;
768 for (const auto& it : urls) {
769 const std::string& url_spec = it.url().spec();
770 if (url_table_cache_->find(url_spec) != url_table_cache_->end()) {
771 urls_to_delete.push_back(url_spec);
772 url_table_cache_->erase(url_spec);
775 const std::string& host = it.url().host();
776 if (host_table_cache_->find(host) != host_table_cache_->end()) {
777 hosts_to_delete.push_back(host);
778 host_table_cache_->erase(host);
782 if (!urls_to_delete.empty() || !hosts_to_delete.empty()) {
783 BrowserThread::PostTask(BrowserThread::DB, FROM_HERE,
784 base::Bind(&ResourcePrefetchPredictorTables::DeleteData,
785 tables_,
786 urls_to_delete,
787 hosts_to_delete));
791 void ResourcePrefetchPredictor::RemoveOldestEntryInPrefetchDataMap(
792 PrefetchKeyType key_type,
793 PrefetchDataMap* data_map) {
794 if (data_map->empty())
795 return;
797 base::Time oldest_time;
798 std::string key_to_delete;
799 for (PrefetchDataMap::iterator it = data_map->begin();
800 it != data_map->end(); ++it) {
801 if (key_to_delete.empty() || it->second.last_visit < oldest_time) {
802 key_to_delete = it->first;
803 oldest_time = it->second.last_visit;
807 data_map->erase(key_to_delete);
808 BrowserThread::PostTask(BrowserThread::DB, FROM_HERE,
809 base::Bind(&ResourcePrefetchPredictorTables::DeleteSingleDataPoint,
810 tables_,
811 key_to_delete,
812 key_type));
815 void ResourcePrefetchPredictor::OnVisitCountLookup(
816 size_t visit_count,
817 const NavigationID& navigation_id,
818 const std::vector<URLRequestSummary>& requests) {
819 DCHECK_CURRENTLY_ON(BrowserThread::UI);
821 UMA_HISTOGRAM_COUNTS("ResourcePrefetchPredictor.HistoryVisitCountForUrl",
822 visit_count);
824 // URL level data - merge only if we are already saving the data, or we it
825 // meets the cutoff requirement.
826 const std::string url_spec = navigation_id.main_frame_url.spec();
827 bool already_tracking = url_table_cache_->find(url_spec) !=
828 url_table_cache_->end();
829 bool should_track_url = already_tracking ||
830 (visit_count >= config_.min_url_visit_count);
832 if (should_track_url) {
833 RecordNavigationEvent(NAVIGATION_EVENT_SHOULD_TRACK_URL);
835 if (config_.IsURLLearningEnabled()) {
836 LearnNavigation(url_spec, PREFETCH_KEY_TYPE_URL, requests,
837 config_.max_urls_to_track, url_table_cache_.get());
839 } else {
840 RecordNavigationEvent(NAVIGATION_EVENT_SHOULD_NOT_TRACK_URL);
843 // Host level data - no cutoff, always learn the navigation if enabled.
844 if (config_.IsHostLearningEnabled()) {
845 LearnNavigation(navigation_id.main_frame_url.host(),
846 PREFETCH_KEY_TYPE_HOST,
847 requests,
848 config_.max_hosts_to_track,
849 host_table_cache_.get());
852 // Remove the navigation from the results map.
853 ResultsMap::iterator results_it = results_map_.find(navigation_id);
854 if (results_it != results_map_.end()) {
855 delete results_it->second;
856 results_map_.erase(results_it);
860 void ResourcePrefetchPredictor::LearnNavigation(
861 const std::string& key,
862 PrefetchKeyType key_type,
863 const std::vector<URLRequestSummary>& new_resources,
864 size_t max_data_map_size,
865 PrefetchDataMap* data_map) {
866 DCHECK_CURRENTLY_ON(BrowserThread::UI);
868 // If the primary key is too long reject it.
869 if (key.length() > ResourcePrefetchPredictorTables::kMaxStringLength) {
870 if (key_type == PREFETCH_KEY_TYPE_HOST)
871 RecordNavigationEvent(NAVIGATION_EVENT_HOST_TOO_LONG);
872 else
873 RecordNavigationEvent(NAVIGATION_EVENT_MAIN_FRAME_URL_TOO_LONG);
874 return;
877 PrefetchDataMap::iterator cache_entry = data_map->find(key);
878 if (cache_entry == data_map->end()) {
879 if (data_map->size() >= max_data_map_size) {
880 // The table is full, delete an entry.
881 RemoveOldestEntryInPrefetchDataMap(key_type, data_map);
884 cache_entry = data_map->insert(std::make_pair(
885 key, PrefetchData(key_type, key))).first;
886 cache_entry->second.last_visit = base::Time::Now();
887 size_t new_resources_size = new_resources.size();
888 std::set<GURL> resources_seen;
889 for (size_t i = 0; i < new_resources_size; ++i) {
890 if (resources_seen.find(new_resources[i].resource_url) !=
891 resources_seen.end()) {
892 continue;
894 ResourceRow row_to_add;
895 row_to_add.resource_url = new_resources[i].resource_url;
896 row_to_add.resource_type = new_resources[i].resource_type;
897 row_to_add.number_of_hits = 1;
898 row_to_add.average_position = i + 1;
899 cache_entry->second.resources.push_back(row_to_add);
900 resources_seen.insert(new_resources[i].resource_url);
902 } else {
903 ResourceRows& old_resources = cache_entry->second.resources;
904 cache_entry->second.last_visit = base::Time::Now();
906 // Build indices over the data.
907 std::map<GURL, int> new_index, old_index;
908 int new_resources_size = static_cast<int>(new_resources.size());
909 for (int i = 0; i < new_resources_size; ++i) {
910 const URLRequestSummary& summary = new_resources[i];
911 // Take the first occurence of every url.
912 if (new_index.find(summary.resource_url) == new_index.end())
913 new_index[summary.resource_url] = i;
915 int old_resources_size = static_cast<int>(old_resources.size());
916 for (int i = 0; i < old_resources_size; ++i) {
917 const ResourceRow& row = old_resources[i];
918 DCHECK(old_index.find(row.resource_url) == old_index.end());
919 old_index[row.resource_url] = i;
922 // Go through the old urls and update their hit/miss counts.
923 for (int i = 0; i < old_resources_size; ++i) {
924 ResourceRow& old_row = old_resources[i];
925 if (new_index.find(old_row.resource_url) == new_index.end()) {
926 ++old_row.number_of_misses;
927 ++old_row.consecutive_misses;
928 } else {
929 const URLRequestSummary& new_row =
930 new_resources[new_index[old_row.resource_url]];
932 // Update the resource type since it could have changed.
933 if (new_row.resource_type != content::RESOURCE_TYPE_LAST_TYPE)
934 old_row.resource_type = new_row.resource_type;
936 int position = new_index[old_row.resource_url] + 1;
937 int total = old_row.number_of_hits + old_row.number_of_misses;
938 old_row.average_position =
939 ((old_row.average_position * total) + position) / (total + 1);
940 ++old_row.number_of_hits;
941 old_row.consecutive_misses = 0;
945 // Add the new ones that we have not seen before.
946 for (int i = 0; i < new_resources_size; ++i) {
947 const URLRequestSummary& summary = new_resources[i];
948 if (old_index.find(summary.resource_url) != old_index.end())
949 continue;
951 // Only need to add new stuff.
952 ResourceRow row_to_add;
953 row_to_add.resource_url = summary.resource_url;
954 row_to_add.resource_type = summary.resource_type;
955 row_to_add.number_of_hits = 1;
956 row_to_add.average_position = i + 1;
957 old_resources.push_back(row_to_add);
959 // To ensure we dont add the same url twice.
960 old_index[summary.resource_url] = 0;
964 // Trim and sort the resources after the update.
965 ResourceRows& resources = cache_entry->second.resources;
966 for (ResourceRows::iterator it = resources.begin();
967 it != resources.end();) {
968 it->UpdateScore();
969 if (it->consecutive_misses >= config_.max_consecutive_misses)
970 it = resources.erase(it);
971 else
972 ++it;
974 std::sort(resources.begin(), resources.end(),
975 ResourcePrefetchPredictorTables::ResourceRowSorter());
976 if (resources.size() > config_.max_resources_per_entry)
977 resources.resize(config_.max_resources_per_entry);
979 // If the row has no resources, remove it from the cache and delete the
980 // entry in the database. Else update the database.
981 if (resources.empty()) {
982 data_map->erase(key);
983 BrowserThread::PostTask(
984 BrowserThread::DB, FROM_HERE,
985 base::Bind(&ResourcePrefetchPredictorTables::DeleteSingleDataPoint,
986 tables_,
987 key,
988 key_type));
989 } else {
990 bool is_host = key_type == PREFETCH_KEY_TYPE_HOST;
991 PrefetchData empty_data(
992 !is_host ? PREFETCH_KEY_TYPE_HOST : PREFETCH_KEY_TYPE_URL,
993 std::string());
994 const PrefetchData& host_data = is_host ? cache_entry->second : empty_data;
995 const PrefetchData& url_data = is_host ? empty_data : cache_entry->second;
996 BrowserThread::PostTask(
997 BrowserThread::DB, FROM_HERE,
998 base::Bind(&ResourcePrefetchPredictorTables::UpdateData,
999 tables_,
1000 url_data,
1001 host_data));
1005 ////////////////////////////////////////////////////////////////////////////////
1006 // Page load time and accuracy measurement.
1008 // This is essentially UMA_HISTOGRAM_MEDIUM_TIMES, but it avoids using the
1009 // STATIC_HISTOGRAM_POINTER_BLOCK in UMA_HISTOGRAM definitions.
1010 #define RPP_HISTOGRAM_MEDIUM_TIMES(name, page_load_time) \
1011 do { \
1012 base::HistogramBase* histogram = base::Histogram::FactoryTimeGet( \
1013 name, \
1014 base::TimeDelta::FromMilliseconds(10), \
1015 base::TimeDelta::FromMinutes(3), \
1016 50, \
1017 base::HistogramBase::kUmaTargetedHistogramFlag); \
1018 histogram->AddTime(page_load_time); \
1019 } while (0)
1021 void ResourcePrefetchPredictor::ReportPageLoadTimeStats(
1022 base::TimeDelta plt) const {
1023 net::NetworkChangeNotifier::ConnectionType connection_type =
1024 net::NetworkChangeNotifier::GetConnectionType();
1026 RPP_HISTOGRAM_MEDIUM_TIMES("ResourcePrefetchPredictor.PLT", plt);
1027 RPP_HISTOGRAM_MEDIUM_TIMES(
1028 "ResourcePrefetchPredictor.PLT_" + GetNetTypeStr(), plt);
1029 if (net::NetworkChangeNotifier::IsConnectionCellular(connection_type))
1030 RPP_HISTOGRAM_MEDIUM_TIMES("ResourcePrefetchPredictor.PLT_Cellular", plt);
1033 void ResourcePrefetchPredictor::ReportPageLoadTimePrefetchStats(
1034 base::TimeDelta plt,
1035 bool prefetched,
1036 base::Callback<void(int)> report_network_type_callback,
1037 PrefetchKeyType key_type) const {
1038 net::NetworkChangeNotifier::ConnectionType connection_type =
1039 net::NetworkChangeNotifier::GetConnectionType();
1040 bool on_cellular =
1041 net::NetworkChangeNotifier::IsConnectionCellular(connection_type);
1043 report_network_type_callback.Run(CONNECTION_ALL);
1044 report_network_type_callback.Run(connection_type);
1045 if (on_cellular)
1046 report_network_type_callback.Run(CONNECTION_CELLULAR);
1048 std::string prefetched_str;
1049 if (prefetched)
1050 prefetched_str = "Prefetched";
1051 else
1052 prefetched_str = "NotPrefetched";
1054 RPP_HISTOGRAM_MEDIUM_TIMES(
1055 "ResourcePrefetchPredictor.PLT." + prefetched_str, plt);
1056 RPP_HISTOGRAM_MEDIUM_TIMES(
1057 "ResourcePrefetchPredictor.PLT." + prefetched_str + "_" + GetNetTypeStr(),
1058 plt);
1059 if (on_cellular) {
1060 RPP_HISTOGRAM_MEDIUM_TIMES(
1061 "ResourcePrefetchPredictor.PLT." + prefetched_str + "_Cellular", plt);
1064 if (!prefetched)
1065 return;
1067 std::string type =
1068 key_type == PREFETCH_KEY_TYPE_HOST ? "Host" : "Url";
1069 RPP_HISTOGRAM_MEDIUM_TIMES(
1070 "ResourcePrefetchPredictor.PLT.Prefetched." + type, plt);
1071 RPP_HISTOGRAM_MEDIUM_TIMES(
1072 "ResourcePrefetchPredictor.PLT.Prefetched." + type + "_"
1073 + GetNetTypeStr(),
1074 plt);
1075 if (on_cellular) {
1076 RPP_HISTOGRAM_MEDIUM_TIMES(
1077 "ResourcePrefetchPredictor.PLT.Prefetched." + type + "_Cellular",
1078 plt);
1082 void ResourcePrefetchPredictor::ReportAccuracyStats(
1083 PrefetchKeyType key_type,
1084 const std::vector<URLRequestSummary>& actual,
1085 ResourcePrefetcher::RequestVector* prefetched) const {
1086 // Annotate the results.
1087 std::map<GURL, bool> actual_resources;
1088 for (std::vector<URLRequestSummary>::const_iterator it = actual.begin();
1089 it != actual.end(); ++it) {
1090 actual_resources[it->resource_url] = it->was_cached;
1093 int prefetch_cancelled = 0, prefetch_failed = 0, prefetch_not_started = 0;
1094 // 'a_' -> actual, 'p_' -> predicted.
1095 int p_cache_a_cache = 0, p_cache_a_network = 0, p_cache_a_notused = 0,
1096 p_network_a_cache = 0, p_network_a_network = 0, p_network_a_notused = 0;
1098 for (ResourcePrefetcher::RequestVector::iterator it = prefetched->begin();
1099 it != prefetched->end(); ++it) {
1100 ResourcePrefetcher::Request* req = *it;
1102 // Set the usage states if the resource was actually used.
1103 std::map<GURL, bool>::iterator actual_it = actual_resources.find(
1104 req->resource_url);
1105 if (actual_it != actual_resources.end()) {
1106 if (actual_it->second) {
1107 req->usage_status =
1108 ResourcePrefetcher::Request::USAGE_STATUS_FROM_CACHE;
1109 } else {
1110 req->usage_status =
1111 ResourcePrefetcher::Request::USAGE_STATUS_FROM_NETWORK;
1115 switch (req->prefetch_status) {
1116 // TODO(shishir): Add histogram for each cancellation reason.
1117 case ResourcePrefetcher::Request::PREFETCH_STATUS_REDIRECTED:
1118 case ResourcePrefetcher::Request::PREFETCH_STATUS_AUTH_REQUIRED:
1119 case ResourcePrefetcher::Request::PREFETCH_STATUS_CERT_REQUIRED:
1120 case ResourcePrefetcher::Request::PREFETCH_STATUS_CERT_ERROR:
1121 case ResourcePrefetcher::Request::PREFETCH_STATUS_CANCELLED:
1122 ++prefetch_cancelled;
1123 break;
1125 case ResourcePrefetcher::Request::PREFETCH_STATUS_FAILED:
1126 ++prefetch_failed;
1127 break;
1129 case ResourcePrefetcher::Request::PREFETCH_STATUS_FROM_CACHE:
1130 if (req->usage_status ==
1131 ResourcePrefetcher::Request::USAGE_STATUS_FROM_CACHE)
1132 ++p_cache_a_cache;
1133 else if (req->usage_status ==
1134 ResourcePrefetcher::Request::USAGE_STATUS_FROM_NETWORK)
1135 ++p_cache_a_network;
1136 else
1137 ++p_cache_a_notused;
1138 break;
1140 case ResourcePrefetcher::Request::PREFETCH_STATUS_FROM_NETWORK:
1141 if (req->usage_status ==
1142 ResourcePrefetcher::Request::USAGE_STATUS_FROM_CACHE)
1143 ++p_network_a_cache;
1144 else if (req->usage_status ==
1145 ResourcePrefetcher::Request::USAGE_STATUS_FROM_NETWORK)
1146 ++p_network_a_network;
1147 else
1148 ++p_network_a_notused;
1149 break;
1151 case ResourcePrefetcher::Request::PREFETCH_STATUS_NOT_STARTED:
1152 ++prefetch_not_started;
1153 break;
1155 case ResourcePrefetcher::Request::PREFETCH_STATUS_STARTED:
1156 DLOG(FATAL) << "Invalid prefetch status";
1157 break;
1161 int total_prefetched = p_cache_a_cache + p_cache_a_network + p_cache_a_notused
1162 + p_network_a_cache + p_network_a_network + p_network_a_notused;
1164 std::string histogram_type = key_type == PREFETCH_KEY_TYPE_HOST ? "Host." :
1165 "Url.";
1167 // Macros to avoid using the STATIC_HISTOGRAM_POINTER_BLOCK in UMA_HISTOGRAM
1168 // definitions.
1169 #define RPP_HISTOGRAM_PERCENTAGE(suffix, value) \
1171 std::string name = "ResourcePrefetchPredictor." + histogram_type + suffix; \
1172 std::string g_name = "ResourcePrefetchPredictor." + std::string(suffix); \
1173 base::HistogramBase* histogram = base::LinearHistogram::FactoryGet( \
1174 name, 1, 101, 102, base::Histogram::kUmaTargetedHistogramFlag); \
1175 histogram->Add(value); \
1176 UMA_HISTOGRAM_PERCENTAGE(g_name, value); \
1179 RPP_HISTOGRAM_PERCENTAGE("PrefetchCancelled",
1180 prefetch_cancelled * 100.0 / total_prefetched);
1181 RPP_HISTOGRAM_PERCENTAGE("PrefetchFailed",
1182 prefetch_failed * 100.0 / total_prefetched);
1183 RPP_HISTOGRAM_PERCENTAGE("PrefetchFromCacheUsedFromCache",
1184 p_cache_a_cache * 100.0 / total_prefetched);
1185 RPP_HISTOGRAM_PERCENTAGE("PrefetchFromCacheUsedFromNetwork",
1186 p_cache_a_network * 100.0 / total_prefetched);
1187 RPP_HISTOGRAM_PERCENTAGE("PrefetchFromCacheNotUsed",
1188 p_cache_a_notused * 100.0 / total_prefetched);
1189 RPP_HISTOGRAM_PERCENTAGE("PrefetchFromNetworkUsedFromCache",
1190 p_network_a_cache * 100.0 / total_prefetched);
1191 RPP_HISTOGRAM_PERCENTAGE("PrefetchFromNetworkUsedFromNetwork",
1192 p_network_a_network * 100.0 / total_prefetched);
1193 RPP_HISTOGRAM_PERCENTAGE("PrefetchFromNetworkNotUsed",
1194 p_network_a_notused * 100.0 / total_prefetched);
1196 RPP_HISTOGRAM_PERCENTAGE(
1197 "PrefetchNotStarted",
1198 prefetch_not_started * 100.0 / (prefetch_not_started + total_prefetched));
1200 #undef RPP_HISTOGRAM_PERCENTAGE
1203 void ResourcePrefetchPredictor::ReportPredictedAccuracyStats(
1204 PrefetchKeyType key_type,
1205 const std::vector<URLRequestSummary>& actual,
1206 const ResourcePrefetcher::RequestVector& predicted) const {
1207 std::map<GURL, bool> actual_resources;
1208 int from_network = 0;
1209 for (std::vector<URLRequestSummary>::const_iterator it = actual.begin();
1210 it != actual.end(); ++it) {
1211 actual_resources[it->resource_url] = it->was_cached;
1212 if (!it->was_cached)
1213 ++from_network;
1216 // Measure the accuracy at 25, 50 predicted resources.
1217 ReportPredictedAccuracyStatsHelper(key_type, predicted, actual_resources,
1218 from_network, 25);
1219 ReportPredictedAccuracyStatsHelper(key_type, predicted, actual_resources,
1220 from_network, 50);
1223 void ResourcePrefetchPredictor::ReportPredictedAccuracyStatsHelper(
1224 PrefetchKeyType key_type,
1225 const ResourcePrefetcher::RequestVector& predicted,
1226 const std::map<GURL, bool>& actual,
1227 size_t total_resources_fetched_from_network,
1228 size_t max_assumed_prefetched) const {
1229 int prefetch_cached = 0, prefetch_network = 0, prefetch_missed = 0;
1230 int num_assumed_prefetched = std::min(predicted.size(),
1231 max_assumed_prefetched);
1232 if (num_assumed_prefetched == 0)
1233 return;
1235 for (int i = 0; i < num_assumed_prefetched; ++i) {
1236 const ResourcePrefetcher::Request& row = *(predicted[i]);
1237 std::map<GURL, bool>::const_iterator it = actual.find(row.resource_url);
1238 if (it == actual.end()) {
1239 ++prefetch_missed;
1240 } else if (it->second) {
1241 ++prefetch_cached;
1242 } else {
1243 ++prefetch_network;
1247 std::string prefix = key_type == PREFETCH_KEY_TYPE_HOST ?
1248 "ResourcePrefetchPredictor.Host.Predicted" :
1249 "ResourcePrefetchPredictor.Url.Predicted";
1250 std::string suffix = "_" + base::IntToString(max_assumed_prefetched);
1252 // Macros to avoid using the STATIC_HISTOGRAM_POINTER_BLOCK in UMA_HISTOGRAM
1253 // definitions.
1254 #define RPP_PREDICTED_HISTOGRAM_COUNTS(name, value) \
1256 std::string full_name = prefix + name + suffix; \
1257 base::HistogramBase* histogram = base::Histogram::FactoryGet( \
1258 full_name, 1, 1000000, 50, \
1259 base::Histogram::kUmaTargetedHistogramFlag); \
1260 histogram->Add(value); \
1263 #define RPP_PREDICTED_HISTOGRAM_PERCENTAGE(name, value) \
1265 std::string full_name = prefix + name + suffix; \
1266 base::HistogramBase* histogram = base::LinearHistogram::FactoryGet( \
1267 full_name, 1, 101, 102, base::Histogram::kUmaTargetedHistogramFlag); \
1268 histogram->Add(value); \
1271 RPP_PREDICTED_HISTOGRAM_COUNTS("PrefetchCount", num_assumed_prefetched);
1272 RPP_PREDICTED_HISTOGRAM_COUNTS("PrefetchMisses_Count", prefetch_missed);
1273 RPP_PREDICTED_HISTOGRAM_COUNTS("PrefetchFromCache_Count", prefetch_cached);
1274 RPP_PREDICTED_HISTOGRAM_COUNTS("PrefetchFromNetwork_Count", prefetch_network);
1276 RPP_PREDICTED_HISTOGRAM_PERCENTAGE(
1277 "PrefetchMisses_PercentOfTotalPrefetched",
1278 prefetch_missed * 100.0 / num_assumed_prefetched);
1279 RPP_PREDICTED_HISTOGRAM_PERCENTAGE(
1280 "PrefetchFromCache_PercentOfTotalPrefetched",
1281 prefetch_cached * 100.0 / num_assumed_prefetched);
1282 RPP_PREDICTED_HISTOGRAM_PERCENTAGE(
1283 "PrefetchFromNetwork_PercentOfTotalPrefetched",
1284 prefetch_network * 100.0 / num_assumed_prefetched);
1286 // Measure the ratio of total number of resources prefetched from network vs
1287 // the total number of resources fetched by the page from the network.
1288 if (total_resources_fetched_from_network > 0) {
1289 RPP_PREDICTED_HISTOGRAM_PERCENTAGE(
1290 "PrefetchFromNetworkPercentOfTotalFromNetwork",
1291 prefetch_network * 100.0 / total_resources_fetched_from_network);
1294 #undef RPP_HISTOGRAM_MEDIUM_TIMES
1295 #undef RPP_PREDICTED_HISTOGRAM_PERCENTAGE
1296 #undef RPP_PREDICTED_HISTOGRAM_COUNTS
1299 void ResourcePrefetchPredictor::OnURLsDeleted(
1300 HistoryService* history_service,
1301 bool all_history,
1302 bool expired,
1303 const history::URLRows& deleted_rows,
1304 const std::set<GURL>& favicon_urls) {
1305 DCHECK_CURRENTLY_ON(BrowserThread::UI);
1306 if (INITIALIZED != initialization_state_)
1307 return;
1309 if (all_history) {
1310 DeleteAllUrls();
1311 UMA_HISTOGRAM_ENUMERATION("ResourcePrefetchPredictor.ReportingEvent",
1312 REPORTING_EVENT_ALL_HISTORY_CLEARED,
1313 REPORTING_EVENT_COUNT);
1314 } else {
1315 DeleteUrls(deleted_rows);
1316 UMA_HISTOGRAM_ENUMERATION("ResourcePrefetchPredictor.ReportingEvent",
1317 REPORTING_EVENT_PARTIAL_HISTORY_CLEARED,
1318 REPORTING_EVENT_COUNT);
1322 void ResourcePrefetchPredictor::OnHistoryServiceLoaded(
1323 HistoryService* history_service) {
1324 OnHistoryAndCacheLoaded();
1325 history_service_observer_.Remove(history_service);
1328 void ResourcePrefetchPredictor::ConnectToHistoryService() {
1329 // Register for HistoryServiceLoading if it is not ready.
1330 HistoryService* history_service = HistoryServiceFactory::GetForProfile(
1331 profile_, ServiceAccessType::EXPLICIT_ACCESS);
1332 if (!history_service)
1333 return;
1334 if (history_service->BackendLoaded()) {
1335 // HistoryService is already loaded. Continue with Initialization.
1336 OnHistoryAndCacheLoaded();
1337 return;
1339 DCHECK(!history_service_observer_.IsObserving(history_service));
1340 history_service_observer_.Add(history_service);
1341 return;
1344 } // namespace predictors