modules/pacing/task_queue_paced_sender_unittest.cc

/*
 *  Copyright (c) 2019 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/pacing/task_queue_paced_sender.h"

#include <algorithm>
#include <list>
#include <memory>
#include <string>
#include <utility>
#include <vector>

#include "api/transport/network_types.h"
#include "modules/pacing/packet_router.h"
#include "modules/utility/include/mock/mock_process_thread.h"
#include "test/field_trial.h"
#include "test/gmock.h"
#include "test/gtest.h"
#include "test/time_controller/simulated_time_controller.h"

using ::testing::_;
using ::testing::AtLeast;
using ::testing::Return;
using ::testing::SaveArg;

namespace webrtc {
namespace {
constexpr uint32_t kAudioSsrc = 12345;
constexpr uint32_t kVideoSsrc = 234565;
constexpr uint32_t kVideoRtxSsrc = 34567;
constexpr uint32_t kFlexFecSsrc = 45678;
constexpr size_t kDefaultPacketSize = 1234;

class MockPacketRouter : public PacketRouter {
 public:
  MOCK_METHOD(void,
              SendPacket,
              (std::unique_ptr<RtpPacketToSend> packet,
               const PacedPacketInfo& cluster_info),
              (override));
  MOCK_METHOD(std::vector<std::unique_ptr<RtpPacketToSend>>,
              FetchFec,
              (),
              (override));
  MOCK_METHOD(std::vector<std::unique_ptr<RtpPacketToSend>>,
              GeneratePadding,
              (DataSize target_size),
              (override));
};

class StatsUpdateObserver {
 public:
  StatsUpdateObserver() = default;
  virtual ~StatsUpdateObserver() = default;

  virtual void OnStatsUpdated() = 0;
};

class TaskQueuePacedSenderForTest : public TaskQueuePacedSender {
 public:
  TaskQueuePacedSenderForTest(Clock* clock,
                              PacketRouter* packet_router,
                              RtcEventLog* event_log,
                              const WebRtcKeyValueConfig* field_trials,
                              TaskQueueFactory* task_queue_factory,
                              TimeDelta hold_back_window)
      : TaskQueuePacedSender(clock,
                             packet_router,
                             event_log,
                             field_trials,
                             task_queue_factory,
                             hold_back_window) {}

  void OnStatsUpdated(const Stats& stats) override {
    ++num_stats_updates_;
    TaskQueuePacedSender::OnStatsUpdated(stats);
  }

  size_t num_stats_updates_ = 0;
};

std::vector<std::unique_ptr<RtpPacketToSend>> GeneratePadding(
    DataSize target_size) {
  // 224 bytes is the max padding size for plain padding packets generated by
  // RTPSender::GeneratePadding().
  const DataSize kMaxPaddingPacketSize = DataSize::Bytes(224);
  DataSize padding_generated = DataSize::Zero();
  std::vector<std::unique_ptr<RtpPacketToSend>> padding_packets;
  while (padding_generated < target_size) {
    DataSize packet_size =
        std::min(target_size - padding_generated, kMaxPaddingPacketSize);
    padding_generated += packet_size;
    auto padding_packet =
        std::make_unique<RtpPacketToSend>(/*extensions=*/nullptr);
    padding_packet->set_packet_type(RtpPacketMediaType::kPadding);
    padding_packet->SetPadding(packet_size.bytes());
    padding_packets.push_back(std::move(padding_packet));
  }
  return padding_packets;
}

}  // namespace

namespace test {

  std::unique_ptr<RtpPacketToSend> BuildRtpPacket(RtpPacketMediaType type) {
    auto packet = std::make_unique<RtpPacketToSend>(nullptr);
    packet->set_packet_type(type);
    switch (type) {
      case RtpPacketMediaType::kAudio:
        packet->SetSsrc(kAudioSsrc);
        break;
      case RtpPacketMediaType::kVideo:
        packet->SetSsrc(kVideoSsrc);
        break;
      case RtpPacketMediaType::kRetransmission:
      case RtpPacketMediaType::kPadding:
        packet->SetSsrc(kVideoRtxSsrc);
        break;
      case RtpPacketMediaType::kForwardErrorCorrection:
        packet->SetSsrc(kFlexFecSsrc);
        break;
    }

    packet->SetPayloadSize(kDefaultPacketSize);
    return packet;
  }

  std::vector<std::unique_ptr<RtpPacketToSend>> GeneratePackets(
      RtpPacketMediaType type,
      size_t num_packets) {
    std::vector<std::unique_ptr<RtpPacketToSend>> packets;
    for (size_t i = 0; i < num_packets; ++i) {
      packets.push_back(BuildRtpPacket(type));
    }
    return packets;
  }

  TEST(TaskQueuePacedSenderTest, PacesPackets) {
    GlobalSimulatedTimeController time_controller(Timestamp::Millis(1234));
    MockPacketRouter packet_router;
    TaskQueuePacedSenderForTest pacer(
        time_controller.GetClock(), &packet_router,
        /*event_log=*/nullptr,
        /*field_trials=*/nullptr, time_controller.GetTaskQueueFactory(),
        PacingController::kMinSleepTime);

    // Insert a number of packets, covering one second.
    static constexpr size_t kPacketsToSend = 42;
    pacer.SetPacingRates(
        DataRate::BitsPerSec(kDefaultPacketSize * 8 * kPacketsToSend),
        DataRate::Zero());
    pacer.EnsureStarted();
    pacer.EnqueuePackets(
        GeneratePackets(RtpPacketMediaType::kVideo, kPacketsToSend));

    // Expect all of them to be sent.
    size_t packets_sent = 0;
    Timestamp end_time = Timestamp::PlusInfinity();
    EXPECT_CALL(packet_router, SendPacket)
        .WillRepeatedly([&](std::unique_ptr<RtpPacketToSend> packet,
                            const PacedPacketInfo& cluster_info) {
          ++packets_sent;
          if (packets_sent == kPacketsToSend) {
            end_time = time_controller.GetClock()->CurrentTime();
          }
        });

    const Timestamp start_time = time_controller.GetClock()->CurrentTime();

    // Packets should be sent over a period of close to 1s. Expect a little
    // lower than this since initial probing is a bit quicker.
    time_controller.AdvanceTime(TimeDelta::Seconds(1));
    EXPECT_EQ(packets_sent, kPacketsToSend);
    ASSERT_TRUE(end_time.IsFinite());
    EXPECT_NEAR((end_time - start_time).ms<double>(), 1000.0, 50.0);
  }

  TEST(TaskQueuePacedSenderTest, ReschedulesProcessOnRateChange) {
    GlobalSimulatedTimeController time_controller(Timestamp::Millis(1234));
    MockPacketRouter packet_router;
    TaskQueuePacedSenderForTest pacer(
        time_controller.GetClock(), &packet_router,
        /*event_log=*/nullptr,
        /*field_trials=*/nullptr, time_controller.GetTaskQueueFactory(),
        PacingController::kMinSleepTime);

    // Insert a number of packets to be sent 200ms apart.
    const size_t kPacketsPerSecond = 5;
    const DataRate kPacingRate =
        DataRate::BitsPerSec(kDefaultPacketSize * 8 * kPacketsPerSecond);
    pacer.SetPacingRates(kPacingRate, DataRate::Zero());
    pacer.EnsureStarted();

    // Send some initial packets to be rid of any probes.
    EXPECT_CALL(packet_router, SendPacket).Times(kPacketsPerSecond);
    pacer.EnqueuePackets(
        GeneratePackets(RtpPacketMediaType::kVideo, kPacketsPerSecond));
    time_controller.AdvanceTime(TimeDelta::Seconds(1));

    // Insert three packets, and record send time of each of them.
    // After the second packet is sent, double the send rate so we can
    // check the third packets is sent after half the wait time.
    Timestamp first_packet_time = Timestamp::MinusInfinity();
    Timestamp second_packet_time = Timestamp::MinusInfinity();
    Timestamp third_packet_time = Timestamp::MinusInfinity();

    EXPECT_CALL(packet_router, SendPacket)
        .Times(3)
        .WillRepeatedly([&](std::unique_ptr<RtpPacketToSend> packet,
                            const PacedPacketInfo& cluster_info) {
          if (first_packet_time.IsInfinite()) {
            first_packet_time = time_controller.GetClock()->CurrentTime();
          } else if (second_packet_time.IsInfinite()) {
            second_packet_time = time_controller.GetClock()->CurrentTime();
            pacer.SetPacingRates(2 * kPacingRate, DataRate::Zero());
          } else {
            third_packet_time = time_controller.GetClock()->CurrentTime();
          }
        });

    pacer.EnqueuePackets(GeneratePackets(RtpPacketMediaType::kVideo, 3));
    time_controller.AdvanceTime(TimeDelta::Millis(500));
    ASSERT_TRUE(third_packet_time.IsFinite());
    EXPECT_NEAR((second_packet_time - first_packet_time).ms<double>(), 200.0,
                1.0);
    EXPECT_NEAR((third_packet_time - second_packet_time).ms<double>(), 100.0,
                1.0);
  }

  TEST(TaskQueuePacedSenderTest, SendsAudioImmediately) {
    GlobalSimulatedTimeController time_controller(Timestamp::Millis(1234));
    MockPacketRouter packet_router;
    TaskQueuePacedSenderForTest pacer(
        time_controller.GetClock(), &packet_router,
        /*event_log=*/nullptr,
        /*field_trials=*/nullptr, time_controller.GetTaskQueueFactory(),
        PacingController::kMinSleepTime);

    const DataRate kPacingDataRate = DataRate::KilobitsPerSec(125);
    const DataSize kPacketSize = DataSize::Bytes(kDefaultPacketSize);
    const TimeDelta kPacketPacingTime = kPacketSize / kPacingDataRate;

    pacer.SetPacingRates(kPacingDataRate, DataRate::Zero());
    pacer.EnsureStarted();

    // Add some initial video packets, only one should be sent.
    EXPECT_CALL(packet_router, SendPacket);
    pacer.EnqueuePackets(GeneratePackets(RtpPacketMediaType::kVideo, 10));
    time_controller.AdvanceTime(TimeDelta::Zero());
    ::testing::Mock::VerifyAndClearExpectations(&packet_router);

    // Advance time, but still before next packet should be sent.
    time_controller.AdvanceTime(kPacketPacingTime / 2);

    // Insert an audio packet, it should be sent immediately.
    EXPECT_CALL(packet_router, SendPacket);
    pacer.EnqueuePackets(GeneratePackets(RtpPacketMediaType::kAudio, 1));
    time_controller.AdvanceTime(TimeDelta::Zero());
    ::testing::Mock::VerifyAndClearExpectations(&packet_router);
  }

  TEST(TaskQueuePacedSenderTest, SleepsDuringCoalscingWindow) {
    const TimeDelta kCoalescingWindow = TimeDelta::Millis(5);
    GlobalSimulatedTimeController time_controller(Timestamp::Millis(1234));
    MockPacketRouter packet_router;
    TaskQueuePacedSenderForTest pacer(
        time_controller.GetClock(), &packet_router,
        /*event_log=*/nullptr,
        /*field_trials=*/nullptr, time_controller.GetTaskQueueFactory(),
        kCoalescingWindow);

    // Set rates so one packet adds one ms of buffer level.
    const DataSize kPacketSize = DataSize::Bytes(kDefaultPacketSize);
    const TimeDelta kPacketPacingTime = TimeDelta::Millis(1);
    const DataRate kPacingDataRate = kPacketSize / kPacketPacingTime;

    pacer.SetPacingRates(kPacingDataRate, DataRate::Zero());
    pacer.EnsureStarted();

    // Add 10 packets. The first should be sent immediately since the buffers
    // are clear.
    EXPECT_CALL(packet_router, SendPacket);
    pacer.EnqueuePackets(GeneratePackets(RtpPacketMediaType::kVideo, 10));
    time_controller.AdvanceTime(TimeDelta::Zero());
    ::testing::Mock::VerifyAndClearExpectations(&packet_router);

    // Advance time to 1ms before the coalescing window ends. No packets should
    // be sent.
    EXPECT_CALL(packet_router, SendPacket).Times(0);
    time_controller.AdvanceTime(kCoalescingWindow - TimeDelta::Millis(1));

    // Advance time to where coalescing window ends. All packets that should
    // have been sent up til now will be sent.
    EXPECT_CALL(packet_router, SendPacket).Times(5);
    time_controller.AdvanceTime(TimeDelta::Millis(1));
    ::testing::Mock::VerifyAndClearExpectations(&packet_router);
  }

  TEST(TaskQueuePacedSenderTest, ProbingOverridesCoalescingWindow) {
    const TimeDelta kCoalescingWindow = TimeDelta::Millis(5);
    GlobalSimulatedTimeController time_controller(Timestamp::Millis(1234));
    MockPacketRouter packet_router;
    TaskQueuePacedSenderForTest pacer(
        time_controller.GetClock(), &packet_router,
        /*event_log=*/nullptr,
        /*field_trials=*/nullptr, time_controller.GetTaskQueueFactory(),
        kCoalescingWindow);

    // Set rates so one packet adds one ms of buffer level.
    const DataSize kPacketSize = DataSize::Bytes(kDefaultPacketSize);
    const TimeDelta kPacketPacingTime = TimeDelta::Millis(1);
    const DataRate kPacingDataRate = kPacketSize / kPacketPacingTime;

    pacer.SetPacingRates(kPacingDataRate, DataRate::Zero());
    pacer.EnsureStarted();

    // Add 10 packets. The first should be sent immediately since the buffers
    // are clear. This will also trigger the probe to start.
    EXPECT_CALL(packet_router, SendPacket).Times(AtLeast(1));
    pacer.CreateProbeCluster(kPacingDataRate * 2, 17);
    pacer.EnqueuePackets(GeneratePackets(RtpPacketMediaType::kVideo, 10));
    time_controller.AdvanceTime(TimeDelta::Zero());
    ::testing::Mock::VerifyAndClearExpectations(&packet_router);

    // Advance time to 1ms before the coalescing window ends. Packets should be
    // flying.
    EXPECT_CALL(packet_router, SendPacket).Times(AtLeast(1));
    time_controller.AdvanceTime(kCoalescingWindow - TimeDelta::Millis(1));
  }

  TEST(TaskQueuePacedSenderTest, RespectedMinTimeBetweenStatsUpdates) {
    const TimeDelta kCoalescingWindow = TimeDelta::Millis(5);
    GlobalSimulatedTimeController time_controller(Timestamp::Millis(1234));
    MockPacketRouter packet_router;
    TaskQueuePacedSenderForTest pacer(
        time_controller.GetClock(), &packet_router,
        /*event_log=*/nullptr,
        /*field_trials=*/nullptr, time_controller.GetTaskQueueFactory(),
        kCoalescingWindow);
    const DataRate kPacingDataRate = DataRate::KilobitsPerSec(300);
    pacer.SetPacingRates(kPacingDataRate, DataRate::Zero());
    pacer.EnsureStarted();

    const TimeDelta kMinTimeBetweenStatsUpdates = TimeDelta::Millis(1);

    // Nothing inserted, no stats updates yet.
    EXPECT_EQ(pacer.num_stats_updates_, 0u);

    // Insert one packet, stats should be updated.
    pacer.EnqueuePackets(GeneratePackets(RtpPacketMediaType::kVideo, 1));
    time_controller.AdvanceTime(TimeDelta::Zero());
    EXPECT_EQ(pacer.num_stats_updates_, 1u);

    // Advance time half of the min stats update interval, and trigger a
    // refresh - stats should not be updated yet.
    time_controller.AdvanceTime(kMinTimeBetweenStatsUpdates / 2);
    pacer.EnqueuePackets({});
    time_controller.AdvanceTime(TimeDelta::Zero());
    EXPECT_EQ(pacer.num_stats_updates_, 1u);

    // Advance time the next half, now stats update is triggered.
    time_controller.AdvanceTime(kMinTimeBetweenStatsUpdates / 2);
    pacer.EnqueuePackets({});
    time_controller.AdvanceTime(TimeDelta::Zero());
    EXPECT_EQ(pacer.num_stats_updates_, 2u);
  }

  TEST(TaskQueuePacedSenderTest, ThrottlesStatsUpdates) {
    const TimeDelta kCoalescingWindow = TimeDelta::Millis(5);
    GlobalSimulatedTimeController time_controller(Timestamp::Millis(1234));
    MockPacketRouter packet_router;
    TaskQueuePacedSenderForTest pacer(
        time_controller.GetClock(), &packet_router,
        /*event_log=*/nullptr,
        /*field_trials=*/nullptr, time_controller.GetTaskQueueFactory(),
        kCoalescingWindow);

    // Set rates so one packet adds 10ms of buffer level.
    const DataSize kPacketSize = DataSize::Bytes(kDefaultPacketSize);
    const TimeDelta kPacketPacingTime = TimeDelta::Millis(10);
    const DataRate kPacingDataRate = kPacketSize / kPacketPacingTime;
    const TimeDelta kMinTimeBetweenStatsUpdates = TimeDelta::Millis(1);
    const TimeDelta kMaxTimeBetweenStatsUpdates = TimeDelta::Millis(33);

    // Nothing inserted, no stats updates yet.
    size_t num_expected_stats_updates = 0;
    EXPECT_EQ(pacer.num_stats_updates_, num_expected_stats_updates);
    pacer.SetPacingRates(kPacingDataRate, DataRate::Zero());
    pacer.EnsureStarted();
    time_controller.AdvanceTime(kMinTimeBetweenStatsUpdates);
    // Updating pacing rates refreshes stats.
    EXPECT_EQ(pacer.num_stats_updates_, ++num_expected_stats_updates);

    // Record time when we insert first packet, this triggers the scheduled
    // stats updating.
    Clock* const clock = time_controller.GetClock();
    const Timestamp start_time = clock->CurrentTime();

    while (clock->CurrentTime() - start_time <=
           kMaxTimeBetweenStatsUpdates - kPacketPacingTime) {
      // Enqueue packet, expect stats update.
      pacer.EnqueuePackets(GeneratePackets(RtpPacketMediaType::kVideo, 1));
      time_controller.AdvanceTime(TimeDelta::Zero());
      EXPECT_EQ(pacer.num_stats_updates_, ++num_expected_stats_updates);

      // Advance time to halfway through pacing time, expect another stats
      // update.
      time_controller.AdvanceTime(kPacketPacingTime / 2);
      pacer.EnqueuePackets({});
      time_controller.AdvanceTime(TimeDelta::Zero());
      EXPECT_EQ(pacer.num_stats_updates_, ++num_expected_stats_updates);

      // Advance time the rest of the way.
      time_controller.AdvanceTime(kPacketPacingTime / 2);
    }

    // At this point, the pace queue is drained so there is no more intersting
    // update to be made - but there is still as schduled task that should run
    // |kMaxTimeBetweenStatsUpdates| after the first update.
    time_controller.AdvanceTime(start_time + kMaxTimeBetweenStatsUpdates -
                                clock->CurrentTime());
    EXPECT_EQ(pacer.num_stats_updates_, ++num_expected_stats_updates);

    // Advance time a significant time - don't expect any more calls as stats
    // updating does not happen when queue is drained.
    time_controller.AdvanceTime(TimeDelta::Millis(400));
    EXPECT_EQ(pacer.num_stats_updates_, num_expected_stats_updates);
  }

  TEST(TaskQueuePacedSenderTest, SchedulesProbeAtSetTime) {
    ScopedFieldTrials trials("WebRTC-Bwe-ProbingBehavior/min_probe_delta:1ms/");
    GlobalSimulatedTimeController time_controller(Timestamp::Millis(1234));
    MockPacketRouter packet_router;
    TaskQueuePacedSenderForTest pacer(
        time_controller.GetClock(), &packet_router,
        /*event_log=*/nullptr,
        /*field_trials=*/nullptr, time_controller.GetTaskQueueFactory(),
        PacingController::kMinSleepTime);

    // Set rates so one packet adds 4ms of buffer level.
    const DataSize kPacketSize = DataSize::Bytes(kDefaultPacketSize);
    const TimeDelta kPacketPacingTime = TimeDelta::Millis(4);
    const DataRate kPacingDataRate = kPacketSize / kPacketPacingTime;
    pacer.SetPacingRates(kPacingDataRate, /*padding_rate=*/DataRate::Zero());
    pacer.EnsureStarted();
    EXPECT_CALL(packet_router, FetchFec).WillRepeatedly([]() {
      return std::vector<std::unique_ptr<RtpPacketToSend>>();
    });
    EXPECT_CALL(packet_router, GeneratePadding(_))
        .WillRepeatedly(
            [](DataSize target_size) { return GeneratePadding(target_size); });

    // Enqueue two packets, only the first is sent immediately and the next
    // will be scheduled for sending in 4ms.
    pacer.EnqueuePackets(GeneratePackets(RtpPacketMediaType::kVideo, 2));
    const int kNotAProbe = PacedPacketInfo::kNotAProbe;
    EXPECT_CALL(
        packet_router,
        SendPacket(_, ::testing::Field(&PacedPacketInfo::probe_cluster_id,
                                       kNotAProbe)));
    // Advance to less than 3ms before next packet send time.
    time_controller.AdvanceTime(TimeDelta::Micros(1001));

    // Trigger a probe at 4x the current pacing rate and insert the number of
    // packets the probe needs.
    const DataRate kProbeRate = 2 * kPacingDataRate;
    const int kProbeClusterId = 1;
    pacer.CreateProbeCluster(kProbeRate, kProbeClusterId);

    // Expected size for each probe in a cluster is twice the expected bits
    // sent during min_probe_delta.
    // Expect one additional call since probe always starts with a small
    const TimeDelta kProbeTimeDelta = TimeDelta::Millis(2);
    const DataSize kProbeSize = kProbeRate * kProbeTimeDelta;
    const size_t kNumPacketsInProbe =
        (kProbeSize + kPacketSize - DataSize::Bytes(1)) / kPacketSize;
    EXPECT_CALL(
        packet_router,
        SendPacket(_, ::testing::Field(&PacedPacketInfo::probe_cluster_id,
                                       kProbeClusterId)))
        .Times(kNumPacketsInProbe + 1);

    pacer.EnqueuePackets(
        GeneratePackets(RtpPacketMediaType::kVideo, kNumPacketsInProbe));
    time_controller.AdvanceTime(TimeDelta::Zero());

    // The pacer should have scheduled the next probe to be sent in
    // kProbeTimeDelta. That there was existing scheduled call less than
    // PacingController::kMinSleepTime before this should not matter.

    EXPECT_CALL(
        packet_router,
        SendPacket(_, ::testing::Field(&PacedPacketInfo::probe_cluster_id,
                                       kProbeClusterId)))
        .Times(AtLeast(1));
    time_controller.AdvanceTime(TimeDelta::Millis(2));
  }

  TEST(TaskQueuePacedSenderTest, NoMinSleepTimeWhenProbing) {
    // Set min_probe_delta to be less than kMinSleepTime (1ms).
    const TimeDelta kMinProbeDelta = TimeDelta::Micros(100);
    ScopedFieldTrials trials(
        "WebRTC-Bwe-ProbingBehavior/min_probe_delta:100us/");
    GlobalSimulatedTimeController time_controller(Timestamp::Millis(1234));
    MockPacketRouter packet_router;
    TaskQueuePacedSenderForTest pacer(
        time_controller.GetClock(), &packet_router,
        /*event_log=*/nullptr,
        /*field_trials=*/nullptr, time_controller.GetTaskQueueFactory(),
        PacingController::kMinSleepTime);

    // Set rates so one packet adds 4ms of buffer level.
    const DataSize kPacketSize = DataSize::Bytes(kDefaultPacketSize);
    const TimeDelta kPacketPacingTime = TimeDelta::Millis(4);
    const DataRate kPacingDataRate = kPacketSize / kPacketPacingTime;
    pacer.SetPacingRates(kPacingDataRate, /*padding_rate=*/DataRate::Zero());
    pacer.EnsureStarted();
    EXPECT_CALL(packet_router, FetchFec).WillRepeatedly([]() {
      return std::vector<std::unique_ptr<RtpPacketToSend>>();
    });
    EXPECT_CALL(packet_router, GeneratePadding)
        .WillRepeatedly(
            [](DataSize target_size) { return GeneratePadding(target_size); });

    // Set a high probe rate.
    const int kProbeClusterId = 1;
    DataRate kProbingRate = kPacingDataRate * 10;
    pacer.CreateProbeCluster(kProbingRate, kProbeClusterId);

    // Advance time less than PacingController::kMinSleepTime, probing packets
    // for the first millisecond should be sent immediately. Min delta between
    // probes is 2x 100us, meaning 4 times per ms we will get least one call to
    // SendPacket().
    DataSize data_sent = DataSize::Zero();
    EXPECT_CALL(
        packet_router,
        SendPacket(_, ::testing::Field(&PacedPacketInfo::probe_cluster_id,
                                       kProbeClusterId)))
        .Times(AtLeast(4))
        .WillRepeatedly([&](std::unique_ptr<RtpPacketToSend> packet,
                            const PacedPacketInfo&) {
          data_sent +=
              DataSize::Bytes(packet->payload_size() + packet->padding_size());
        });

    // Add one packet to kickstart probing, the rest will be padding packets.
    pacer.EnqueuePackets(GeneratePackets(RtpPacketMediaType::kVideo, 1));
    time_controller.AdvanceTime(kMinProbeDelta);

    // Verify the amount of probing data sent.
    // Probe always starts with a small (1 byte) padding packet that's not
    // counted into the probe rate here.
    EXPECT_EQ(data_sent,
              kProbingRate * TimeDelta::Millis(1) + DataSize::Bytes(1));
  }

  TEST(TaskQueuePacedSenderTest, NoStatsUpdatesBeforeStart) {
    const TimeDelta kCoalescingWindow = TimeDelta::Millis(5);
    GlobalSimulatedTimeController time_controller(Timestamp::Millis(1234));
    MockPacketRouter packet_router;
    TaskQueuePacedSenderForTest pacer(
        time_controller.GetClock(), &packet_router,
        /*event_log=*/nullptr,
        /*field_trials=*/nullptr, time_controller.GetTaskQueueFactory(),
        kCoalescingWindow);
    const DataRate kPacingDataRate = DataRate::KilobitsPerSec(300);
    pacer.SetPacingRates(kPacingDataRate, DataRate::Zero());

    const TimeDelta kMinTimeBetweenStatsUpdates = TimeDelta::Millis(1);

    // Nothing inserted, no stats updates yet.
    EXPECT_EQ(pacer.num_stats_updates_, 0u);

    // Insert one packet, stats should not be updated.
    pacer.EnqueuePackets(GeneratePackets(RtpPacketMediaType::kVideo, 1));
    time_controller.AdvanceTime(TimeDelta::Zero());
    EXPECT_EQ(pacer.num_stats_updates_, 0u);

    // Advance time of the min stats update interval, and trigger a
    // refresh - stats should not be updated still.
    time_controller.AdvanceTime(kMinTimeBetweenStatsUpdates);
    EXPECT_EQ(pacer.num_stats_updates_, 0u);
  }
}  // namespace test
}  // namespace webrtc