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1 // Copyright 2015 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 #ifndef NET_BASE_NETWORK_QUALITY_ESTIMATOR_H_
6 #define NET_BASE_NETWORK_QUALITY_ESTIMATOR_H_
8 #include <stdint.h>
10 #include <deque>
11 #include <map>
12 #include <string>
14 #include "base/gtest_prod_util.h"
15 #include "base/macros.h"
16 #include "base/memory/scoped_ptr.h"
17 #include "base/threading/thread_checker.h"
18 #include "base/time/time.h"
19 #include "net/base/external_estimate_provider.h"
20 #include "net/base/net_export.h"
21 #include "net/base/network_change_notifier.h"
22 #include "net/base/socket_performance_watcher.h"
23 #include "net/base/socket_performance_watcher_factory.h"
25 namespace net {
27 class URLRequest;
29 // NetworkQualityEstimator provides network quality estimates (quality of the
30 // full paths to all origins that have been connected to).
31 // The estimates are based on the observed organic traffic.
32 // A NetworkQualityEstimator instance is attached to URLRequestContexts and
33 // observes the traffic of URLRequests spawned from the URLRequestContexts.
34 // A single instance of NQE can be attached to multiple URLRequestContexts,
35 // thereby increasing the single NQE instance's accuracy by providing more
36 // observed traffic characteristics.
37 class NET_EXPORT_PRIVATE NetworkQualityEstimator
38 : public NetworkChangeNotifier::ConnectionTypeObserver,
39 public ExternalEstimateProvider::UpdatedEstimateDelegate,
40 public SocketPerformanceWatcherFactory {
41 public:
42 // Creates a new NetworkQualityEstimator.
43 // |variation_params| is the map containing all field trial parameters
44 // related to NetworkQualityEstimator field trial.
45 // |external_estimates_provider| may be NULL.
46 NetworkQualityEstimator(
47 scoped_ptr<ExternalEstimateProvider> external_estimates_provider,
48 const std::map<std::string, std::string>& variation_params);
50 ~NetworkQualityEstimator() override;
52 // Returns true if RTT is available and sets |rtt| to estimated RTT.
53 // Virtualized for testing. |rtt| should not be null.
54 virtual bool GetRTTEstimate(base::TimeDelta* rtt) const;
56 // Returns true if downlink throughput is available and sets |kbps| to
57 // estimated downlink throughput (in Kilobits per second).
58 // Virtualized for testing. |kbps| should not be null.
59 virtual bool GetDownlinkThroughputKbpsEstimate(int32_t* kbps) const;
61 // Notifies NetworkQualityEstimator that the response header of |request| has
62 // been received.
63 void NotifyHeadersReceived(const URLRequest& request);
65 // Notifies NetworkQualityEstimator that the response body of |request| has
66 // been received.
67 void NotifyRequestCompleted(const URLRequest& request);
69 // Returns true if median RTT is available and sets |rtt| to the median of
70 // RTT observations since |begin_timestamp|.
71 // Virtualized for testing. |rtt| should not be null.
72 virtual bool GetRecentMedianRTT(const base::TimeTicks& begin_timestamp,
73 base::TimeDelta* rtt) const;
75 // Returns true if median downstream throughput is available and sets |kbps|
76 // to the median of downstream Kbps observations since |begin_timestamp|.
77 // Virtualized for testing. |kbps| should not be null.
78 virtual bool GetRecentMedianDownlinkThroughputKbps(
79 const base::TimeTicks& begin_timestamp,
80 int32_t* kbps) const;
82 // SocketPerformanceWatcherFactory implementation:
83 scoped_ptr<SocketPerformanceWatcher> CreateTCPSocketPerformanceWatcher()
84 const override;
85 scoped_ptr<SocketPerformanceWatcher> CreateUDPSocketPerformanceWatcher()
86 const override;
88 protected:
89 // NetworkID is used to uniquely identify a network.
90 // For the purpose of network quality estimation and caching, a network is
91 // uniquely identified by a combination of |type| and
92 // |id|. This approach is unable to distinguish networks with
93 // same name (e.g., different Wi-Fi networks with same SSID).
94 // This is a protected member to expose it to tests.
95 struct NET_EXPORT_PRIVATE NetworkID {
96 NetworkID(NetworkChangeNotifier::ConnectionType type, const std::string& id)
97 : type(type), id(id) {}
98 NetworkID(const NetworkID& other) : type(other.type), id(other.id) {}
99 ~NetworkID() {}
101 NetworkID& operator=(const NetworkID& other) {
102 type = other.type;
103 id = other.id;
104 return *this;
107 // Overloaded because NetworkID is used as key in a map.
108 bool operator<(const NetworkID& other) const {
109 return type < other.type || (type == other.type && id < other.id);
112 // Connection type of the network.
113 NetworkChangeNotifier::ConnectionType type;
115 // Name of this network. This is set to:
116 // - Wi-Fi SSID if the device is connected to a Wi-Fi access point and the
117 // SSID name is available, or
118 // - MCC/MNC code of the cellular carrier if the device is connected to a
119 // cellular network, or
120 // - "Ethernet" in case the device is connected to ethernet.
121 // - An empty string in all other cases or if the network name is not
122 // exposed by platform APIs.
123 std::string id;
126 // Construct a NetworkQualityEstimator instance allowing for test
127 // configuration. Registers for network type change notifications so estimates
128 // can be kept network specific.
129 // |external_estimates_provider| may be NULL.
130 // |variation_params| is the map containing all field trial parameters for the
131 // network quality estimator field trial.
132 // |allow_local_host_requests_for_tests| should only be true when testing
133 // against local HTTP server and allows the requests to local host to be
134 // used for network quality estimation.
135 // |allow_smaller_responses_for_tests| should only be true when testing.
136 // Allows the responses smaller than |kMinTransferSizeInBytes| or shorter than
137 // |kMinRequestDurationMicroseconds| to be used for network quality
138 // estimation.
139 NetworkQualityEstimator(
140 scoped_ptr<ExternalEstimateProvider> external_estimates_provider,
141 const std::map<std::string, std::string>& variation_params,
142 bool allow_local_host_requests_for_tests,
143 bool allow_smaller_responses_for_tests);
145 // Returns true if the cached network quality estimate was successfully read.
146 bool ReadCachedNetworkQualityEstimate();
148 // NetworkChangeNotifier::ConnectionTypeObserver implementation:
149 void OnConnectionTypeChanged(
150 NetworkChangeNotifier::ConnectionType type) override;
152 private:
153 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest, StoreObservations);
154 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest, TestKbpsRTTUpdates);
155 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest, TestAddObservation);
156 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest, ObtainOperatingParams);
157 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest, HalfLifeParam);
158 FRIEND_TEST_ALL_PREFIXES(URLRequestTestHTTP, NetworkQualityEstimator);
159 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest,
160 PercentileSameTimestamps);
161 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest,
162 PercentileDifferentTimestamps);
163 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest, ComputedPercentiles);
164 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest, TestCaching);
165 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest,
166 TestLRUCacheMaximumSize);
167 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest, TestGetMedianRTTSince);
169 // NetworkQuality is used to cache the quality of a network connection.
170 class NET_EXPORT_PRIVATE NetworkQuality {
171 public:
172 NetworkQuality();
173 // |rtt| is the estimate of the round trip time.
174 // |downstream_throughput_kbps| is the estimate of the downstream
175 // throughput.
176 NetworkQuality(const base::TimeDelta& rtt,
177 int32_t downstream_throughput_kbps);
178 NetworkQuality(const NetworkQuality& other);
179 ~NetworkQuality();
181 NetworkQuality& operator=(const NetworkQuality& other);
183 // Returns the estimate of the round trip time.
184 const base::TimeDelta& rtt() const { return rtt_; }
186 // Returns the estimate of the downstream throughput in Kbps (Kilo bits per
187 // second).
188 int32_t downstream_throughput_kbps() const {
189 return downstream_throughput_kbps_;
192 private:
193 // Estimated round trip time.
194 base::TimeDelta rtt_;
196 // Estimated downstream throughput in Kbps.
197 int32_t downstream_throughput_kbps_;
200 // CachedNetworkQuality stores the quality of a previously seen network.
201 class NET_EXPORT_PRIVATE CachedNetworkQuality {
202 public:
203 explicit CachedNetworkQuality(const NetworkQuality& network_quality);
204 CachedNetworkQuality(const CachedNetworkQuality& other);
205 ~CachedNetworkQuality();
207 // Returns the network quality associated with this cached entry.
208 const NetworkQuality& network_quality() const { return network_quality_; }
210 // Returns true if this cache entry was updated before
211 // |cached_network_quality|.
212 bool OlderThan(const CachedNetworkQuality& cached_network_quality) const;
214 // Time when this cache entry was last updated.
215 const base::TimeTicks last_update_time_;
217 // Quality of this cached network.
218 const NetworkQuality network_quality_;
220 private:
221 DISALLOW_ASSIGN(CachedNetworkQuality);
224 // Records the round trip time or throughput observation, along with the time
225 // the observation was made.
226 struct NET_EXPORT_PRIVATE Observation {
227 Observation(int32_t value, base::TimeTicks timestamp);
228 ~Observation();
230 // Value of the observation.
231 const int32_t value;
233 // Time when the observation was taken.
234 const base::TimeTicks timestamp;
237 // Holds an observation and its weight.
238 struct NET_EXPORT_PRIVATE WeightedObservation {
239 WeightedObservation(int32_t value, double weight)
240 : value(value), weight(weight) {}
241 WeightedObservation(const WeightedObservation& other)
242 : WeightedObservation(other.value, other.weight) {}
244 WeightedObservation& operator=(const WeightedObservation& other) {
245 value = other.value;
246 weight = other.weight;
247 return *this;
250 // Required for sorting the samples in the ascending order of values.
251 bool operator<(const WeightedObservation& other) const {
252 return (value < other.value);
255 // Value of the sample.
256 int32_t value;
258 // Weight of the sample. This is computed based on how much time has passed
259 // since the sample was taken.
260 double weight;
263 // Stores observations sorted by time.
264 class NET_EXPORT_PRIVATE ObservationBuffer {
265 public:
266 explicit ObservationBuffer(double weight_multiplier_per_second);
267 ~ObservationBuffer();
269 // Adds |observation| to the buffer. The oldest observation in the buffer
270 // will be evicted to make room if the buffer is already full.
271 void AddObservation(const Observation& observation);
273 // Returns the number of observations in this buffer.
274 size_t Size() const;
276 // Clears the observations stored in this buffer.
277 void Clear();
279 // Returns true iff the |percentile| value of the observations in this
280 // buffer is available. Sets |result| to the computed |percentile|
281 // value among all observations since |begin_timestamp|. If the value is
282 // unavailable, false is returned and |result| is not modified. Percentile
283 // value is unavailable if all the values in observation buffer are older
284 // than |begin_timestamp|.
285 // |result| must not be null.
286 bool GetPercentile(const base::TimeTicks& begin_timestamp,
287 int32_t* result,
288 int percentile) const;
290 private:
291 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest, StoreObservations);
292 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest,
293 ObtainOperatingParams);
294 FRIEND_TEST_ALL_PREFIXES(NetworkQualityEstimatorTest, HalfLifeParam);
296 // Computes the weighted observations and stores them in
297 // |weighted_observations| sorted by ascending |WeightedObservation.value|.
298 // Only the observations with timestamp later than |begin_timestamp| are
299 // considered. Also, sets |total_weight| to the total weight of all
300 // observations. Should be called only when there is at least one
301 // observation in the buffer.
302 void ComputeWeightedObservations(
303 const base::TimeTicks& begin_timestamp,
304 std::vector<WeightedObservation>& weighted_observations,
305 double* total_weight) const;
307 // Holds observations sorted by time, with the oldest observation at the
308 // front of the queue.
309 std::deque<Observation> observations_;
311 // The factor by which the weight of an observation reduces every second.
312 // For example, if an observation is 6 seconds old, its weight would be:
313 // weight_multiplier_per_second_ ^ 6
314 // Calculated from |kHalfLifeSeconds| by solving the following equation:
315 // weight_multiplier_per_second_ ^ kHalfLifeSeconds = 0.5
316 const double weight_multiplier_per_second_;
318 DISALLOW_COPY_AND_ASSIGN(ObservationBuffer);
321 // This does not use a unordered_map or hash_map for code simplicity (key just
322 // implements operator<, rather than hash and equality) and because the map is
323 // tiny.
324 typedef std::map<NetworkID, CachedNetworkQuality> CachedNetworkQualities;
326 // Throughput is set to |kInvalidThroughput| if a valid value is
327 // unavailable. Readers should discard throughput value if it is set to
328 // |kInvalidThroughput|.
329 static const int32_t kInvalidThroughput;
331 // Tiny transfer sizes may give inaccurate throughput results.
332 // Minimum size of the transfer over which the throughput is computed.
333 static const int kMinTransferSizeInBytes = 10000;
335 // Minimum duration (in microseconds) of the transfer over which the
336 // throughput is computed.
337 static const int kMinRequestDurationMicroseconds = 1000;
339 // Minimum valid value of the variation parameter that holds RTT (in
340 // milliseconds) values.
341 static const int kMinimumRTTVariationParameterMsec = 1;
343 // Minimum valid value of the variation parameter that holds throughput (in
344 // kbps) values.
345 static const int kMinimumThroughputVariationParameterKbps = 1;
347 // Maximum size of the cache that holds network quality estimates.
348 // Smaller size may reduce the cache hit rate due to frequent evictions.
349 // Larger size may affect performance.
350 static const size_t kMaximumNetworkQualityCacheSize = 10;
352 // Maximum number of observations that can be held in the ObservationBuffer.
353 static const size_t kMaximumObservationsBufferSize = 300;
355 // Returns the RTT value to be used when the valid RTT is unavailable. Readers
356 // should discard RTT if it is set to the value returned by |InvalidRTT()|.
357 static const base::TimeDelta InvalidRTT();
359 // ExternalEstimateProvider::UpdatedEstimateObserver implementation:
360 void OnUpdatedEstimateAvailable() override;
362 // Obtains operating parameters from the field trial parameters.
363 void ObtainOperatingParams(
364 const std::map<std::string, std::string>& variation_params);
366 // Adds the default median RTT and downstream throughput estimate for the
367 // current connection type to the observation buffer.
368 void AddDefaultEstimates();
370 // Returns an estimate of network quality at the specified |percentile|.
371 // Only the observations later than |begin_timestamp| are taken into account.
372 // |percentile| must be between 0 and 100 (both inclusive) with higher
373 // percentiles indicating less performant networks. For example, if
374 // |percentile| is 90, then the network is expected to be faster than the
375 // returned estimate with 0.9 probability. Similarly, network is expected to
376 // be slower than the returned estimate with 0.1 probability.
377 base::TimeDelta GetRTTEstimateInternal(const base::TimeTicks& begin_timestamp,
378 int percentile) const;
379 int32_t GetDownlinkThroughputKbpsEstimateInternal(
380 const base::TimeTicks& begin_timestamp,
381 int percentile) const;
383 // Returns the current network ID checking by calling the platform APIs.
384 // Virtualized for testing.
385 virtual NetworkID GetCurrentNetworkID() const;
387 // Writes the estimated quality of the current network to the cache.
388 void CacheNetworkQualityEstimate();
390 // Records the UMA related to RTT.
391 void RecordRTTUMA(int32_t estimated_value_msec,
392 int32_t actual_value_msec) const;
394 // Returns true only if |request| can be used for network quality estimation.
395 // Only the requests that go over network are considered to provide useful
396 // observations.
397 bool RequestProvidesUsefulObservations(const URLRequest& request) const;
399 // Determines if the requests to local host can be used in estimating the
400 // network quality. Set to true only for tests.
401 const bool allow_localhost_requests_;
403 // Determines if the responses smaller than |kMinTransferSizeInBytes|
404 // or shorter than |kMinTransferSizeInBytes| can be used in estimating the
405 // network quality. Set to true only for tests.
406 const bool allow_small_responses_;
408 // Time when last connection change was observed.
409 base::TimeTicks last_connection_change_;
411 // ID of the current network.
412 NetworkID current_network_id_;
414 // Peak network quality (fastest round-trip-time (RTT) and highest
415 // downstream throughput) measured since last connectivity change. RTT is
416 // measured from time the request is sent until the first byte received.
417 // The accuracy is decreased by ignoring these factors:
418 // 1) Multiple URLRequests can occur concurrently.
419 // 2) Includes server processing time.
420 NetworkQuality peak_network_quality_;
422 // Cache that stores quality of previously seen networks.
423 CachedNetworkQualities cached_network_qualities_;
425 // Buffer that holds Kbps observations sorted by timestamp.
426 ObservationBuffer downstream_throughput_kbps_observations_;
428 // Buffer that holds RTT (in milliseconds) observations sorted by timestamp.
429 ObservationBuffer rtt_msec_observations_;
431 // Default network quality observations obtained from the network quality
432 // estimator field trial parameters. The observations are indexed by
433 // ConnectionType.
434 NetworkQuality
435 default_observations_[NetworkChangeNotifier::CONNECTION_LAST + 1];
437 // Estimated network quality. Updated on mainframe requests.
438 NetworkQuality estimated_median_network_quality_;
440 // ExternalEstimateProvider that provides network quality using operating
441 // system APIs. May be NULL.
442 const scoped_ptr<ExternalEstimateProvider> external_estimates_provider_;
444 base::ThreadChecker thread_checker_;
446 DISALLOW_COPY_AND_ASSIGN(NetworkQualityEstimator);
449 } // namespace net
451 #endif // NET_BASE_NETWORK_QUALITY_ESTIMATOR_H_