Fork NackModule and RtpVideoStreamReceiver

Bug: webrtc:11595
Change-Id: I4d14c0bf9c32e09d1624099a256f2778afebd4df
Reviewed-on: https://webrtc-review.googlesource.com/c/src/+/175901
Commit-Queue: Tommi <tommi@webrtc.org>
Reviewed-by: Mirko Bonadei <mbonadei@webrtc.org>
Cr-Commit-Position: refs/heads/master@{#31337}
diff --git a/modules/video_coding/BUILD.gn b/modules/video_coding/BUILD.gn
index 028b0d5..b084577 100644
--- a/modules/video_coding/BUILD.gn
+++ b/modules/video_coding/BUILD.gn
@@ -74,6 +74,8 @@
     "histogram.h",
     "nack_module.cc",
     "nack_module.h",
+    "nack_module2.cc",
+    "nack_module2.h",
   ]
 
   deps = [
@@ -876,6 +878,7 @@
       "jitter_buffer_unittest.cc",
       "jitter_estimator_tests.cc",
       "loss_notification_controller_unittest.cc",
+      "nack_module2_unittest.cc",
       "nack_module_unittest.cc",
       "packet_buffer_unittest.cc",
       "receiver_unittest.cc",
diff --git a/modules/video_coding/nack_module2.cc b/modules/video_coding/nack_module2.cc
new file mode 100644
index 0000000..267eaeb
--- /dev/null
+++ b/modules/video_coding/nack_module2.cc
@@ -0,0 +1,349 @@
+/*
+ *  Copyright (c) 2016 The WebRTC project authors. All Rights Reserved.
+ *
+ *  Use of this source code is governed by a BSD-style license
+ *  that can be found in the LICENSE file in the root of the source
+ *  tree. An additional intellectual property rights grant can be found
+ *  in the file PATENTS.  All contributing project authors may
+ *  be found in the AUTHORS file in the root of the source tree.
+ */
+
+#include "modules/video_coding/nack_module2.h"
+
+#include <algorithm>
+#include <limits>
+
+#include "api/units/timestamp.h"
+#include "modules/utility/include/process_thread.h"
+#include "rtc_base/checks.h"
+#include "rtc_base/experiments/field_trial_parser.h"
+#include "rtc_base/logging.h"
+#include "system_wrappers/include/field_trial.h"
+
+namespace webrtc {
+
+namespace {
+const int kMaxPacketAge = 10000;
+const int kMaxNackPackets = 1000;
+const int kDefaultRttMs = 100;
+const int kMaxNackRetries = 10;
+const int kProcessFrequency = 50;
+const int kProcessIntervalMs = 1000 / kProcessFrequency;
+const int kMaxReorderedPackets = 128;
+const int kNumReorderingBuckets = 10;
+const int kDefaultSendNackDelayMs = 0;
+
+int64_t GetSendNackDelay() {
+  int64_t delay_ms = strtol(
+      webrtc::field_trial::FindFullName("WebRTC-SendNackDelayMs").c_str(),
+      nullptr, 10);
+  if (delay_ms > 0 && delay_ms <= 20) {
+    RTC_LOG(LS_INFO) << "SendNackDelay is set to " << delay_ms;
+    return delay_ms;
+  }
+  return kDefaultSendNackDelayMs;
+}
+}  // namespace
+
+NackModule2::NackInfo::NackInfo()
+    : seq_num(0), send_at_seq_num(0), sent_at_time(-1), retries(0) {}
+
+NackModule2::NackInfo::NackInfo(uint16_t seq_num,
+                                uint16_t send_at_seq_num,
+                                int64_t created_at_time)
+    : seq_num(seq_num),
+      send_at_seq_num(send_at_seq_num),
+      created_at_time(created_at_time),
+      sent_at_time(-1),
+      retries(0) {}
+
+NackModule2::BackoffSettings::BackoffSettings(TimeDelta min_retry,
+                                              TimeDelta max_rtt,
+                                              double base)
+    : min_retry_interval(min_retry), max_rtt(max_rtt), base(base) {}
+
+absl::optional<NackModule2::BackoffSettings>
+NackModule2::BackoffSettings::ParseFromFieldTrials() {
+  // Matches magic number in RTPSender::OnReceivedNack().
+  const TimeDelta kDefaultMinRetryInterval = TimeDelta::Millis(5);
+  // Upper bound on link-delay considered for exponential backoff.
+  // Selected so that cumulative delay with 1.25 base and 10 retries ends up
+  // below 3s, since above that there will be a FIR generated instead.
+  const TimeDelta kDefaultMaxRtt = TimeDelta::Millis(160);
+  // Default base for exponential backoff, adds 25% RTT delay for each retry.
+  const double kDefaultBase = 1.25;
+
+  FieldTrialParameter<bool> enabled("enabled", false);
+  FieldTrialParameter<TimeDelta> min_retry("min_retry",
+                                           kDefaultMinRetryInterval);
+  FieldTrialParameter<TimeDelta> max_rtt("max_rtt", kDefaultMaxRtt);
+  FieldTrialParameter<double> base("base", kDefaultBase);
+  ParseFieldTrial({&enabled, &min_retry, &max_rtt, &base},
+                  field_trial::FindFullName("WebRTC-ExponentialNackBackoff"));
+
+  if (enabled) {
+    return NackModule2::BackoffSettings(min_retry.Get(), max_rtt.Get(),
+                                        base.Get());
+  }
+  return absl::nullopt;
+}
+
+NackModule2::NackModule2(Clock* clock,
+                         NackSender* nack_sender,
+                         KeyFrameRequestSender* keyframe_request_sender)
+    : clock_(clock),
+      nack_sender_(nack_sender),
+      keyframe_request_sender_(keyframe_request_sender),
+      reordering_histogram_(kNumReorderingBuckets, kMaxReorderedPackets),
+      initialized_(false),
+      rtt_ms_(kDefaultRttMs),
+      newest_seq_num_(0),
+      next_process_time_ms_(-1),
+      send_nack_delay_ms_(GetSendNackDelay()),
+      backoff_settings_(BackoffSettings::ParseFromFieldTrials()) {
+  RTC_DCHECK(clock_);
+  RTC_DCHECK(nack_sender_);
+  RTC_DCHECK(keyframe_request_sender_);
+}
+
+int NackModule2::OnReceivedPacket(uint16_t seq_num, bool is_keyframe) {
+  return OnReceivedPacket(seq_num, is_keyframe, false);
+}
+
+int NackModule2::OnReceivedPacket(uint16_t seq_num,
+                                  bool is_keyframe,
+                                  bool is_recovered) {
+  rtc::CritScope lock(&crit_);
+  // TODO(philipel): When the packet includes information whether it is
+  //                 retransmitted or not, use that value instead. For
+  //                 now set it to true, which will cause the reordering
+  //                 statistics to never be updated.
+  bool is_retransmitted = true;
+
+  if (!initialized_) {
+    newest_seq_num_ = seq_num;
+    if (is_keyframe)
+      keyframe_list_.insert(seq_num);
+    initialized_ = true;
+    return 0;
+  }
+
+  // Since the |newest_seq_num_| is a packet we have actually received we know
+  // that packet has never been Nacked.
+  if (seq_num == newest_seq_num_)
+    return 0;
+
+  if (AheadOf(newest_seq_num_, seq_num)) {
+    // An out of order packet has been received.
+    auto nack_list_it = nack_list_.find(seq_num);
+    int nacks_sent_for_packet = 0;
+    if (nack_list_it != nack_list_.end()) {
+      nacks_sent_for_packet = nack_list_it->second.retries;
+      nack_list_.erase(nack_list_it);
+    }
+    if (!is_retransmitted)
+      UpdateReorderingStatistics(seq_num);
+    return nacks_sent_for_packet;
+  }
+
+  // Keep track of new keyframes.
+  if (is_keyframe)
+    keyframe_list_.insert(seq_num);
+
+  // And remove old ones so we don't accumulate keyframes.
+  auto it = keyframe_list_.lower_bound(seq_num - kMaxPacketAge);
+  if (it != keyframe_list_.begin())
+    keyframe_list_.erase(keyframe_list_.begin(), it);
+
+  if (is_recovered) {
+    recovered_list_.insert(seq_num);
+
+    // Remove old ones so we don't accumulate recovered packets.
+    auto it = recovered_list_.lower_bound(seq_num - kMaxPacketAge);
+    if (it != recovered_list_.begin())
+      recovered_list_.erase(recovered_list_.begin(), it);
+
+    // Do not send nack for packets recovered by FEC or RTX.
+    return 0;
+  }
+
+  AddPacketsToNack(newest_seq_num_ + 1, seq_num);
+  newest_seq_num_ = seq_num;
+
+  // Are there any nacks that are waiting for this seq_num.
+  std::vector<uint16_t> nack_batch = GetNackBatch(kSeqNumOnly);
+  if (!nack_batch.empty()) {
+    // This batch of NACKs is triggered externally; the initiator can
+    // batch them with other feedback messages.
+    nack_sender_->SendNack(nack_batch, /*buffering_allowed=*/true);
+  }
+
+  return 0;
+}
+
+void NackModule2::ClearUpTo(uint16_t seq_num) {
+  rtc::CritScope lock(&crit_);
+  nack_list_.erase(nack_list_.begin(), nack_list_.lower_bound(seq_num));
+  keyframe_list_.erase(keyframe_list_.begin(),
+                       keyframe_list_.lower_bound(seq_num));
+  recovered_list_.erase(recovered_list_.begin(),
+                        recovered_list_.lower_bound(seq_num));
+}
+
+void NackModule2::UpdateRtt(int64_t rtt_ms) {
+  rtc::CritScope lock(&crit_);
+  rtt_ms_ = rtt_ms;
+}
+
+void NackModule2::Clear() {
+  rtc::CritScope lock(&crit_);
+  nack_list_.clear();
+  keyframe_list_.clear();
+  recovered_list_.clear();
+}
+
+int64_t NackModule2::TimeUntilNextProcess() {
+  return std::max<int64_t>(next_process_time_ms_ - clock_->TimeInMilliseconds(),
+                           0);
+}
+
+void NackModule2::Process() {
+  if (nack_sender_) {
+    std::vector<uint16_t> nack_batch;
+    {
+      rtc::CritScope lock(&crit_);
+      nack_batch = GetNackBatch(kTimeOnly);
+    }
+
+    if (!nack_batch.empty()) {
+      // This batch of NACKs is triggered externally; there is no external
+      // initiator who can batch them with other feedback messages.
+      nack_sender_->SendNack(nack_batch, /*buffering_allowed=*/false);
+    }
+  }
+
+  // Update the next_process_time_ms_ in intervals to achieve
+  // the targeted frequency over time. Also add multiple intervals
+  // in case of a skip in time as to not make uneccessary
+  // calls to Process in order to catch up.
+  int64_t now_ms = clock_->TimeInMilliseconds();
+  if (next_process_time_ms_ == -1) {
+    next_process_time_ms_ = now_ms + kProcessIntervalMs;
+  } else {
+    next_process_time_ms_ = next_process_time_ms_ + kProcessIntervalMs +
+                            (now_ms - next_process_time_ms_) /
+                                kProcessIntervalMs * kProcessIntervalMs;
+  }
+}
+
+bool NackModule2::RemovePacketsUntilKeyFrame() {
+  while (!keyframe_list_.empty()) {
+    auto it = nack_list_.lower_bound(*keyframe_list_.begin());
+
+    if (it != nack_list_.begin()) {
+      // We have found a keyframe that actually is newer than at least one
+      // packet in the nack list.
+      nack_list_.erase(nack_list_.begin(), it);
+      return true;
+    }
+
+    // If this keyframe is so old it does not remove any packets from the list,
+    // remove it from the list of keyframes and try the next keyframe.
+    keyframe_list_.erase(keyframe_list_.begin());
+  }
+  return false;
+}
+
+void NackModule2::AddPacketsToNack(uint16_t seq_num_start,
+                                   uint16_t seq_num_end) {
+  // Remove old packets.
+  auto it = nack_list_.lower_bound(seq_num_end - kMaxPacketAge);
+  nack_list_.erase(nack_list_.begin(), it);
+
+  // If the nack list is too large, remove packets from the nack list until
+  // the latest first packet of a keyframe. If the list is still too large,
+  // clear it and request a keyframe.
+  uint16_t num_new_nacks = ForwardDiff(seq_num_start, seq_num_end);
+  if (nack_list_.size() + num_new_nacks > kMaxNackPackets) {
+    while (RemovePacketsUntilKeyFrame() &&
+           nack_list_.size() + num_new_nacks > kMaxNackPackets) {
+    }
+
+    if (nack_list_.size() + num_new_nacks > kMaxNackPackets) {
+      nack_list_.clear();
+      RTC_LOG(LS_WARNING) << "NACK list full, clearing NACK"
+                             " list and requesting keyframe.";
+      keyframe_request_sender_->RequestKeyFrame();
+      return;
+    }
+  }
+
+  for (uint16_t seq_num = seq_num_start; seq_num != seq_num_end; ++seq_num) {
+    // Do not send nack for packets that are already recovered by FEC or RTX
+    if (recovered_list_.find(seq_num) != recovered_list_.end())
+      continue;
+    NackInfo nack_info(seq_num, seq_num + WaitNumberOfPackets(0.5),
+                       clock_->TimeInMilliseconds());
+    RTC_DCHECK(nack_list_.find(seq_num) == nack_list_.end());
+    nack_list_[seq_num] = nack_info;
+  }
+}
+
+std::vector<uint16_t> NackModule2::GetNackBatch(NackFilterOptions options) {
+  bool consider_seq_num = options != kTimeOnly;
+  bool consider_timestamp = options != kSeqNumOnly;
+  Timestamp now = clock_->CurrentTime();
+  std::vector<uint16_t> nack_batch;
+  auto it = nack_list_.begin();
+  while (it != nack_list_.end()) {
+    TimeDelta resend_delay = TimeDelta::Millis(rtt_ms_);
+    if (backoff_settings_) {
+      resend_delay =
+          std::max(resend_delay, backoff_settings_->min_retry_interval);
+      if (it->second.retries > 1) {
+        TimeDelta exponential_backoff =
+            std::min(TimeDelta::Millis(rtt_ms_), backoff_settings_->max_rtt) *
+            std::pow(backoff_settings_->base, it->second.retries - 1);
+        resend_delay = std::max(resend_delay, exponential_backoff);
+      }
+    }
+
+    bool delay_timed_out =
+        now.ms() - it->second.created_at_time >= send_nack_delay_ms_;
+    bool nack_on_rtt_passed =
+        now.ms() - it->second.sent_at_time >= resend_delay.ms();
+    bool nack_on_seq_num_passed =
+        it->second.sent_at_time == -1 &&
+        AheadOrAt(newest_seq_num_, it->second.send_at_seq_num);
+    if (delay_timed_out && ((consider_seq_num && nack_on_seq_num_passed) ||
+                            (consider_timestamp && nack_on_rtt_passed))) {
+      nack_batch.emplace_back(it->second.seq_num);
+      ++it->second.retries;
+      it->second.sent_at_time = now.ms();
+      if (it->second.retries >= kMaxNackRetries) {
+        RTC_LOG(LS_WARNING) << "Sequence number " << it->second.seq_num
+                            << " removed from NACK list due to max retries.";
+        it = nack_list_.erase(it);
+      } else {
+        ++it;
+      }
+      continue;
+    }
+    ++it;
+  }
+  return nack_batch;
+}
+
+void NackModule2::UpdateReorderingStatistics(uint16_t seq_num) {
+  RTC_DCHECK(AheadOf(newest_seq_num_, seq_num));
+  uint16_t diff = ReverseDiff(newest_seq_num_, seq_num);
+  reordering_histogram_.Add(diff);
+}
+
+int NackModule2::WaitNumberOfPackets(float probability) const {
+  if (reordering_histogram_.NumValues() == 0)
+    return 0;
+  return reordering_histogram_.InverseCdf(probability);
+}
+
+}  // namespace webrtc
diff --git a/modules/video_coding/nack_module2.h b/modules/video_coding/nack_module2.h
new file mode 100644
index 0000000..6518f32
--- /dev/null
+++ b/modules/video_coding/nack_module2.h
@@ -0,0 +1,129 @@
+/*
+ *  Copyright (c) 2016 The WebRTC project authors. All Rights Reserved.
+ *
+ *  Use of this source code is governed by a BSD-style license
+ *  that can be found in the LICENSE file in the root of the source
+ *  tree. An additional intellectual property rights grant can be found
+ *  in the file PATENTS.  All contributing project authors may
+ *  be found in the AUTHORS file in the root of the source tree.
+ */
+
+#ifndef MODULES_VIDEO_CODING_NACK_MODULE2_H_
+#define MODULES_VIDEO_CODING_NACK_MODULE2_H_
+
+#include <stdint.h>
+
+#include <map>
+#include <set>
+#include <vector>
+
+#include "api/units/time_delta.h"
+#include "modules/include/module.h"
+#include "modules/include/module_common_types.h"
+#include "modules/video_coding/histogram.h"
+#include "rtc_base/critical_section.h"
+#include "rtc_base/numerics/sequence_number_util.h"
+#include "rtc_base/thread_annotations.h"
+#include "system_wrappers/include/clock.h"
+
+namespace webrtc {
+
+class NackModule2 final : public Module {
+ public:
+  NackModule2(Clock* clock,
+              NackSender* nack_sender,
+              KeyFrameRequestSender* keyframe_request_sender);
+
+  int OnReceivedPacket(uint16_t seq_num, bool is_keyframe);
+  int OnReceivedPacket(uint16_t seq_num, bool is_keyframe, bool is_recovered);
+
+  void ClearUpTo(uint16_t seq_num);
+  void UpdateRtt(int64_t rtt_ms);
+  void Clear();
+
+  // Module implementation
+  int64_t TimeUntilNextProcess() override;
+  void Process() override;
+
+ private:
+  // Which fields to consider when deciding which packet to nack in
+  // GetNackBatch.
+  enum NackFilterOptions { kSeqNumOnly, kTimeOnly, kSeqNumAndTime };
+
+  // This class holds the sequence number of the packet that is in the nack list
+  // as well as the meta data about when it should be nacked and how many times
+  // we have tried to nack this packet.
+  struct NackInfo {
+    NackInfo();
+    NackInfo(uint16_t seq_num,
+             uint16_t send_at_seq_num,
+             int64_t created_at_time);
+
+    uint16_t seq_num;
+    uint16_t send_at_seq_num;
+    int64_t created_at_time;
+    int64_t sent_at_time;
+    int retries;
+  };
+
+  struct BackoffSettings {
+    BackoffSettings(TimeDelta min_retry, TimeDelta max_rtt, double base);
+    static absl::optional<BackoffSettings> ParseFromFieldTrials();
+
+    // Min time between nacks.
+    const TimeDelta min_retry_interval;
+    // Upper bound on link-delay considered for exponential backoff.
+    const TimeDelta max_rtt;
+    // Base for the exponential backoff.
+    const double base;
+  };
+
+  void AddPacketsToNack(uint16_t seq_num_start, uint16_t seq_num_end)
+      RTC_EXCLUSIVE_LOCKS_REQUIRED(crit_);
+
+  // Removes packets from the nack list until the next keyframe. Returns true
+  // if packets were removed.
+  bool RemovePacketsUntilKeyFrame() RTC_EXCLUSIVE_LOCKS_REQUIRED(crit_);
+  std::vector<uint16_t> GetNackBatch(NackFilterOptions options)
+      RTC_EXCLUSIVE_LOCKS_REQUIRED(crit_);
+
+  // Update the reordering distribution.
+  void UpdateReorderingStatistics(uint16_t seq_num)
+      RTC_EXCLUSIVE_LOCKS_REQUIRED(crit_);
+
+  // Returns how many packets we have to wait in order to receive the packet
+  // with probability |probabilty| or higher.
+  int WaitNumberOfPackets(float probability) const
+      RTC_EXCLUSIVE_LOCKS_REQUIRED(crit_);
+
+  rtc::CriticalSection crit_;
+  Clock* const clock_;
+  NackSender* const nack_sender_;
+  KeyFrameRequestSender* const keyframe_request_sender_;
+
+  // TODO(philipel): Some of the variables below are consistently used on a
+  // known thread (e.g. see |initialized_|). Those probably do not need
+  // synchronized access.
+  std::map<uint16_t, NackInfo, DescendingSeqNumComp<uint16_t>> nack_list_
+      RTC_GUARDED_BY(crit_);
+  std::set<uint16_t, DescendingSeqNumComp<uint16_t>> keyframe_list_
+      RTC_GUARDED_BY(crit_);
+  std::set<uint16_t, DescendingSeqNumComp<uint16_t>> recovered_list_
+      RTC_GUARDED_BY(crit_);
+  video_coding::Histogram reordering_histogram_ RTC_GUARDED_BY(crit_);
+  bool initialized_ RTC_GUARDED_BY(crit_);
+  int64_t rtt_ms_ RTC_GUARDED_BY(crit_);
+  uint16_t newest_seq_num_ RTC_GUARDED_BY(crit_);
+
+  // Only touched on the process thread.
+  int64_t next_process_time_ms_;
+
+  // Adds a delay before send nack on packet received.
+  const int64_t send_nack_delay_ms_;
+
+  const absl::optional<BackoffSettings> backoff_settings_;
+};
+
+}  // namespace webrtc
+
+#endif  // MODULES_VIDEO_CODING_NACK_MODULE2_H_
diff --git a/modules/video_coding/nack_module2_unittest.cc b/modules/video_coding/nack_module2_unittest.cc
new file mode 100644
index 0000000..ebc28ec
--- /dev/null
+++ b/modules/video_coding/nack_module2_unittest.cc
@@ -0,0 +1,371 @@
+/*
+ *  Copyright (c) 2016 The WebRTC project authors. All Rights Reserved.
+ *
+ *  Use of this source code is governed by a BSD-style license
+ *  that can be found in the LICENSE file in the root of the source
+ *  tree. An additional intellectual property rights grant can be found
+ *  in the file PATENTS.  All contributing project authors may
+ *  be found in the AUTHORS file in the root of the source tree.
+ */
+
+#include "modules/video_coding/nack_module2.h"
+
+#include <algorithm>
+#include <cstdint>
+#include <cstring>
+#include <memory>
+
+#include "system_wrappers/include/clock.h"
+#include "test/field_trial.h"
+#include "test/gtest.h"
+
+namespace webrtc {
+class TestNackModule2 : public ::testing::TestWithParam<bool>,
+                        public NackSender,
+                        public KeyFrameRequestSender {
+ protected:
+  TestNackModule2()
+      : clock_(new SimulatedClock(0)),
+        field_trial_(GetParam()
+                         ? "WebRTC-ExponentialNackBackoff/enabled:true/"
+                         : "WebRTC-ExponentialNackBackoff/enabled:false/"),
+        nack_module_(clock_.get(), this, this),
+        keyframes_requested_(0) {}
+
+  void SetUp() override { nack_module_.UpdateRtt(kDefaultRttMs); }
+
+  void SendNack(const std::vector<uint16_t>& sequence_numbers,
+                bool buffering_allowed) override {
+    sent_nacks_.insert(sent_nacks_.end(), sequence_numbers.begin(),
+                       sequence_numbers.end());
+  }
+
+  void RequestKeyFrame() override { ++keyframes_requested_; }
+
+  static constexpr int64_t kDefaultRttMs = 20;
+  std::unique_ptr<SimulatedClock> clock_;
+  test::ScopedFieldTrials field_trial_;
+  NackModule2 nack_module_;
+  std::vector<uint16_t> sent_nacks_;
+  int keyframes_requested_;
+};
+
+TEST_P(TestNackModule2, NackOnePacket) {
+  nack_module_.OnReceivedPacket(1, false, false);
+  nack_module_.OnReceivedPacket(3, false, false);
+  EXPECT_EQ(1u, sent_nacks_.size());
+  EXPECT_EQ(2, sent_nacks_[0]);
+}
+
+TEST_P(TestNackModule2, WrappingSeqNum) {
+  nack_module_.OnReceivedPacket(0xfffe, false, false);
+  nack_module_.OnReceivedPacket(1, false, false);
+  EXPECT_EQ(2u, sent_nacks_.size());
+  EXPECT_EQ(0xffff, sent_nacks_[0]);
+  EXPECT_EQ(0, sent_nacks_[1]);
+}
+
+TEST_P(TestNackModule2, WrappingSeqNumClearToKeyframe) {
+  nack_module_.OnReceivedPacket(0xfffe, false, false);
+  nack_module_.OnReceivedPacket(1, false, false);
+  EXPECT_EQ(2u, sent_nacks_.size());
+  EXPECT_EQ(0xffff, sent_nacks_[0]);
+  EXPECT_EQ(0, sent_nacks_[1]);
+
+  sent_nacks_.clear();
+  nack_module_.OnReceivedPacket(2, true, false);
+  EXPECT_EQ(0u, sent_nacks_.size());
+
+  nack_module_.OnReceivedPacket(501, true, false);
+  EXPECT_EQ(498u, sent_nacks_.size());
+  for (int seq_num = 3; seq_num < 501; ++seq_num)
+    EXPECT_EQ(seq_num, sent_nacks_[seq_num - 3]);
+
+  sent_nacks_.clear();
+  nack_module_.OnReceivedPacket(1001, false, false);
+  EXPECT_EQ(499u, sent_nacks_.size());
+  for (int seq_num = 502; seq_num < 1001; ++seq_num)
+    EXPECT_EQ(seq_num, sent_nacks_[seq_num - 502]);
+
+  sent_nacks_.clear();
+  clock_->AdvanceTimeMilliseconds(100);
+  nack_module_.Process();
+  EXPECT_EQ(999u, sent_nacks_.size());
+  EXPECT_EQ(0xffff, sent_nacks_[0]);
+  EXPECT_EQ(0, sent_nacks_[1]);
+  for (int seq_num = 3; seq_num < 501; ++seq_num)
+    EXPECT_EQ(seq_num, sent_nacks_[seq_num - 1]);
+  for (int seq_num = 502; seq_num < 1001; ++seq_num)
+    EXPECT_EQ(seq_num, sent_nacks_[seq_num - 2]);
+
+  // Adding packet 1004 will cause the nack list to reach it's max limit.
+  // It will then clear all nacks up to the next keyframe (seq num 2),
+  // thus removing 0xffff and 0 from the nack list.
+  sent_nacks_.clear();
+  nack_module_.OnReceivedPacket(1004, false, false);
+  EXPECT_EQ(2u, sent_nacks_.size());
+  EXPECT_EQ(1002, sent_nacks_[0]);
+  EXPECT_EQ(1003, sent_nacks_[1]);
+
+  sent_nacks_.clear();
+  clock_->AdvanceTimeMilliseconds(100);
+  nack_module_.Process();
+  EXPECT_EQ(999u, sent_nacks_.size());
+  for (int seq_num = 3; seq_num < 501; ++seq_num)
+    EXPECT_EQ(seq_num, sent_nacks_[seq_num - 3]);
+  for (int seq_num = 502; seq_num < 1001; ++seq_num)
+    EXPECT_EQ(seq_num, sent_nacks_[seq_num - 4]);
+
+  // Adding packet 1007 will cause the nack module to overflow again, thus
+  // clearing everything up to 501 which is the next keyframe.
+  nack_module_.OnReceivedPacket(1007, false, false);
+  sent_nacks_.clear();
+  clock_->AdvanceTimeMilliseconds(100);
+  nack_module_.Process();
+  EXPECT_EQ(503u, sent_nacks_.size());
+  for (int seq_num = 502; seq_num < 1001; ++seq_num)
+    EXPECT_EQ(seq_num, sent_nacks_[seq_num - 502]);
+  EXPECT_EQ(1005, sent_nacks_[501]);
+  EXPECT_EQ(1006, sent_nacks_[502]);
+}
+
+TEST_P(TestNackModule2, DontBurstOnTimeSkip) {
+  nack_module_.Process();
+  clock_->AdvanceTimeMilliseconds(20);
+  EXPECT_EQ(0, nack_module_.TimeUntilNextProcess());
+  nack_module_.Process();
+
+  clock_->AdvanceTimeMilliseconds(100);
+  EXPECT_EQ(0, nack_module_.TimeUntilNextProcess());
+  nack_module_.Process();
+  EXPECT_EQ(20, nack_module_.TimeUntilNextProcess());
+
+  clock_->AdvanceTimeMilliseconds(19);
+  EXPECT_EQ(1, nack_module_.TimeUntilNextProcess());
+  clock_->AdvanceTimeMilliseconds(2);
+  nack_module_.Process();
+  EXPECT_EQ(19, nack_module_.TimeUntilNextProcess());
+
+  clock_->AdvanceTimeMilliseconds(19);
+  EXPECT_EQ(0, nack_module_.TimeUntilNextProcess());
+  nack_module_.Process();
+
+  clock_->AdvanceTimeMilliseconds(21);
+  EXPECT_EQ(0, nack_module_.TimeUntilNextProcess());
+  nack_module_.Process();
+  EXPECT_EQ(19, nack_module_.TimeUntilNextProcess());
+}
+
+TEST_P(TestNackModule2, ResendNack) {
+  nack_module_.OnReceivedPacket(1, false, false);
+  nack_module_.OnReceivedPacket(3, false, false);
+  size_t expected_nacks_sent = 1;
+  EXPECT_EQ(expected_nacks_sent, sent_nacks_.size());
+  EXPECT_EQ(2, sent_nacks_[0]);
+
+  if (GetParam()) {
+    // Retry has to wait at least 5ms by default.
+    nack_module_.UpdateRtt(1);
+    clock_->AdvanceTimeMilliseconds(4);
+    nack_module_.Process();  // Too early.
+    EXPECT_EQ(expected_nacks_sent, sent_nacks_.size());
+
+    clock_->AdvanceTimeMilliseconds(1);
+    nack_module_.Process();  // Now allowed.
+    EXPECT_EQ(++expected_nacks_sent, sent_nacks_.size());
+  } else {
+    nack_module_.UpdateRtt(1);
+    clock_->AdvanceTimeMilliseconds(1);
+    nack_module_.Process();  // Fast retransmit allowed.
+    EXPECT_EQ(++expected_nacks_sent, sent_nacks_.size());
+  }
+
+  // N:th try has to wait b^(N-1) * rtt by default.
+  const double b = GetParam() ? 1.25 : 1.0;
+  for (int i = 2; i < 10; ++i) {
+    // Change RTT, above the 40ms max for exponential backoff.
+    TimeDelta rtt = TimeDelta::Millis(160);  // + (i * 10 - 40)
+    nack_module_.UpdateRtt(rtt.ms());
+
+    // RTT gets capped at 160ms in backoff calculations.
+    TimeDelta expected_backoff_delay =
+        std::pow(b, i - 1) * std::min(rtt, TimeDelta::Millis(160));
+
+    // Move to one millisecond before next allowed NACK.
+    clock_->AdvanceTimeMilliseconds(expected_backoff_delay.ms() - 1);
+    nack_module_.Process();
+    EXPECT_EQ(expected_nacks_sent, sent_nacks_.size());
+
+    // Move to one millisecond after next allowed NACK.
+    // After rather than on to avoid rounding errors.
+    clock_->AdvanceTimeMilliseconds(2);
+    nack_module_.Process();  // Now allowed.
+    EXPECT_EQ(++expected_nacks_sent, sent_nacks_.size());
+  }
+
+  // Giving up after 10 tries.
+  clock_->AdvanceTimeMilliseconds(3000);
+  nack_module_.Process();
+  EXPECT_EQ(expected_nacks_sent, sent_nacks_.size());
+}
+
+TEST_P(TestNackModule2, ResendPacketMaxRetries) {
+  nack_module_.OnReceivedPacket(1, false, false);
+  nack_module_.OnReceivedPacket(3, false, false);
+  EXPECT_EQ(1u, sent_nacks_.size());
+  EXPECT_EQ(2, sent_nacks_[0]);
+
+  int backoff_factor = 1;
+  for (size_t retries = 1; retries < 10; ++retries) {
+    // Exponential backoff, so that we don't reject NACK because of time.
+    clock_->AdvanceTimeMilliseconds(backoff_factor * kDefaultRttMs);
+    backoff_factor *= 2;
+    nack_module_.Process();
+    EXPECT_EQ(retries + 1, sent_nacks_.size());
+  }
+
+  clock_->AdvanceTimeMilliseconds(backoff_factor * kDefaultRttMs);
+  nack_module_.Process();
+  EXPECT_EQ(10u, sent_nacks_.size());
+}
+
+TEST_P(TestNackModule2, TooLargeNackList) {
+  nack_module_.OnReceivedPacket(0, false, false);
+  nack_module_.OnReceivedPacket(1001, false, false);
+  EXPECT_EQ(1000u, sent_nacks_.size());
+  EXPECT_EQ(0, keyframes_requested_);
+  nack_module_.OnReceivedPacket(1003, false, false);
+  EXPECT_EQ(1000u, sent_nacks_.size());
+  EXPECT_EQ(1, keyframes_requested_);
+  nack_module_.OnReceivedPacket(1004, false, false);
+  EXPECT_EQ(1000u, sent_nacks_.size());
+  EXPECT_EQ(1, keyframes_requested_);
+}
+
+TEST_P(TestNackModule2, TooLargeNackListWithKeyFrame) {
+  nack_module_.OnReceivedPacket(0, false, false);
+  nack_module_.OnReceivedPacket(1, true, false);
+  nack_module_.OnReceivedPacket(1001, false, false);
+  EXPECT_EQ(999u, sent_nacks_.size());
+  EXPECT_EQ(0, keyframes_requested_);
+  nack_module_.OnReceivedPacket(1003, false, false);
+  EXPECT_EQ(1000u, sent_nacks_.size());
+  EXPECT_EQ(0, keyframes_requested_);
+  nack_module_.OnReceivedPacket(1005, false, false);
+  EXPECT_EQ(1000u, sent_nacks_.size());
+  EXPECT_EQ(1, keyframes_requested_);
+}
+
+TEST_P(TestNackModule2, ClearUpTo) {
+  nack_module_.OnReceivedPacket(0, false, false);
+  nack_module_.OnReceivedPacket(100, false, false);
+  EXPECT_EQ(99u, sent_nacks_.size());
+
+  sent_nacks_.clear();
+  clock_->AdvanceTimeMilliseconds(100);
+  nack_module_.ClearUpTo(50);
+  nack_module_.Process();
+  EXPECT_EQ(50u, sent_nacks_.size());
+  EXPECT_EQ(50, sent_nacks_[0]);
+}
+
+TEST_P(TestNackModule2, ClearUpToWrap) {
+  nack_module_.OnReceivedPacket(0xfff0, false, false);
+  nack_module_.OnReceivedPacket(0xf, false, false);
+  EXPECT_EQ(30u, sent_nacks_.size());
+
+  sent_nacks_.clear();
+  clock_->AdvanceTimeMilliseconds(100);
+  nack_module_.ClearUpTo(0);
+  nack_module_.Process();
+  EXPECT_EQ(15u, sent_nacks_.size());
+  EXPECT_EQ(0, sent_nacks_[0]);
+}
+
+TEST_P(TestNackModule2, PacketNackCount) {
+  EXPECT_EQ(0, nack_module_.OnReceivedPacket(0, false, false));
+  EXPECT_EQ(0, nack_module_.OnReceivedPacket(2, false, false));
+  EXPECT_EQ(1, nack_module_.OnReceivedPacket(1, false, false));
+
+  sent_nacks_.clear();
+  nack_module_.UpdateRtt(100);
+  EXPECT_EQ(0, nack_module_.OnReceivedPacket(5, false, false));
+  clock_->AdvanceTimeMilliseconds(100);
+  nack_module_.Process();
+  clock_->AdvanceTimeMilliseconds(125);
+  nack_module_.Process();
+  EXPECT_EQ(3, nack_module_.OnReceivedPacket(3, false, false));
+  EXPECT_EQ(3, nack_module_.OnReceivedPacket(4, false, false));
+  EXPECT_EQ(0, nack_module_.OnReceivedPacket(4, false, false));
+}
+
+TEST_P(TestNackModule2, NackListFullAndNoOverlapWithKeyframes) {
+  const int kMaxNackPackets = 1000;
+  const unsigned int kFirstGap = kMaxNackPackets - 20;
+  const unsigned int kSecondGap = 200;
+  uint16_t seq_num = 0;
+  nack_module_.OnReceivedPacket(seq_num++, true, false);
+  seq_num += kFirstGap;
+  nack_module_.OnReceivedPacket(seq_num++, true, false);
+  EXPECT_EQ(kFirstGap, sent_nacks_.size());
+  sent_nacks_.clear();
+  seq_num += kSecondGap;
+  nack_module_.OnReceivedPacket(seq_num, true, false);
+  EXPECT_EQ(kSecondGap, sent_nacks_.size());
+}
+
+TEST_P(TestNackModule2, HandleFecRecoveredPacket) {
+  nack_module_.OnReceivedPacket(1, false, false);
+  nack_module_.OnReceivedPacket(4, false, true);
+  EXPECT_EQ(0u, sent_nacks_.size());
+  nack_module_.OnReceivedPacket(5, false, false);
+  EXPECT_EQ(2u, sent_nacks_.size());
+}
+
+TEST_P(TestNackModule2, SendNackWithoutDelay) {
+  nack_module_.OnReceivedPacket(0, false, false);
+  nack_module_.OnReceivedPacket(100, false, false);
+  EXPECT_EQ(99u, sent_nacks_.size());
+}
+
+INSTANTIATE_TEST_SUITE_P(WithAndWithoutBackoff,
+                         TestNackModule2,
+                         ::testing::Values(true, false));
+
+class TestNackModule2WithFieldTrial : public ::testing::Test,
+                                      public NackSender,
+                                      public KeyFrameRequestSender {
+ protected:
+  TestNackModule2WithFieldTrial()
+      : nack_delay_field_trial_("WebRTC-SendNackDelayMs/10/"),
+        clock_(new SimulatedClock(0)),
+        nack_module_(clock_.get(), this, this),
+        keyframes_requested_(0) {}
+
+  void SendNack(const std::vector<uint16_t>& sequence_numbers,
+                bool buffering_allowed) override {
+    sent_nacks_.insert(sent_nacks_.end(), sequence_numbers.begin(),
+                       sequence_numbers.end());
+  }
+
+  void RequestKeyFrame() override { ++keyframes_requested_; }
+
+  test::ScopedFieldTrials nack_delay_field_trial_;
+  std::unique_ptr<SimulatedClock> clock_;
+  NackModule2 nack_module_;
+  std::vector<uint16_t> sent_nacks_;
+  int keyframes_requested_;
+};
+
+TEST_F(TestNackModule2WithFieldTrial, SendNackWithDelay) {
+  nack_module_.OnReceivedPacket(0, false, false);
+  nack_module_.OnReceivedPacket(100, false, false);
+  EXPECT_EQ(0u, sent_nacks_.size());
+  clock_->AdvanceTimeMilliseconds(10);
+  nack_module_.OnReceivedPacket(106, false, false);
+  EXPECT_EQ(99u, sent_nacks_.size());
+  clock_->AdvanceTimeMilliseconds(10);
+  nack_module_.OnReceivedPacket(109, false, false);
+  EXPECT_EQ(104u, sent_nacks_.size());
+}
+}  // namespace webrtc