Telemetry Test for WebRTC Rendering.

tools/telemetry/telemetry/web_perf/metrics/webrtc_rendering_stats_unittest.py

+import unittest
+
+import mock
+
+import numpy
+
+from telemetry.web_perf.metrics import webrtc_rendering_stats as stats_helper
+
+
+class FakeEvent(object):
+  """Fake event class to mock rendering events."""
+
+  def __init__(self, **kwargs):
+    """Initializer for the fake WebMediaPlayerMS::UpdateCurrentFrame events.
+
+    The WebMediaPlayerMsRenderingStats only cares about actual render begin,
+    actual render end, ideal render instant and serial fields of the events.
+    So we only define these four fields here in this fake event class.
+    This method is written so as to take whatever valid parameters from the
+    event definition. It can also be used to craft incomplete events.
+
+    Args:
+      kwargs::= dict('actual_begin', 'actual_end', 'ideal_instant', 'serial').
+    """
+    self.args = {}
+    name_map = {
+        'Actual Render Begin': 'actual_begin',
+        'Actual Render End': 'actual_end',
+        'Ideal Render Instant': 'ideal_instant',
+        'Serial': 'serial'}
+    for internal_name, external_name in name_map.iteritems():
+      if external_name in kwargs:
+        self.args[internal_name] = kwargs[external_name]
+
+
+class WebMediaPlayerMsRenderingStatsTest(unittest.TestCase):
+
+  def setUp(self):
+    # A local stream id always has an even number.
+    # A remote stream id always has an odd number.
+    self.local_stream = 136390988
+    self.remote_stream = 118626165
+
+  def testInitialization(self):
+    event_local_stream = FakeEvent(actual_begin=1655987203306,
+        actual_end=1655987219972, ideal_instant=1655987154324,
+        serial=self.local_stream)
+
+    event_remote_stream = FakeEvent(actual_begin=1655987203306,
+        actual_end=1655987219972, ideal_instant=1655987167999,
+        serial=self.remote_stream)
+
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats(
+        [event_local_stream, event_remote_stream])
+
+    self.assertEqual(2, len(stats_parser.stream_to_events))
+
+    self.assertEqual(event_local_stream.args,
+        stats_parser.stream_to_events[self.local_stream][0].args)
+
+    self.assertEqual(event_remote_stream.args,
+        stats_parser.stream_to_events[self.remote_stream][0].args)
+
+  def testInvalidEvents(self):
+    event_missing_serial = FakeEvent(actual_begin=1655987244074,
+        actual_end=1655987260740, ideal_instant=1655987204839)
+
+    event_missing_actual_begin = FakeEvent(actual_end=1655987260740,
+        ideal_instant=1655987217999, serial=self.local_stream)
+
+    event_missing_actual_end = FakeEvent(actual_end=1655987260740,
+        ideal_instant=1655987217999, serial=self.remote_stream)
+
+    event_missing_ideal_instant = FakeEvent(actual_begin=1655987260740,
+        actual_end=1655987277406, serial=self.remote_stream)
+
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats(
+        [event_missing_serial, event_missing_actual_begin,
+         event_missing_actual_end, event_missing_ideal_instant])
+
+    self.assertEqual(0, len(stats_parser.stream_to_events))
+
+  def _GetFakeEvents(self):
+    fake_events = [
+        FakeEvent(actual_begin=1663780195583, actual_end=1663780212249,
+            ideal_instant=1663780179998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780212249, actual_end=1663780228915,
+            ideal_instant=1663780179998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780228915, actual_end=1663780245581,
+            ideal_instant=1663780197998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780245581, actual_end=1663780262247,
+            ideal_instant=1663780215998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780262247, actual_end=1663780278913,
+            ideal_instant=1663780215998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780278913, actual_end=1663780295579,
+            ideal_instant=1663780254998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780295579, actual_end=1663780312245,
+            ideal_instant=1663780254998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780312245, actual_end=1663780328911,
+           ideal_instant=1663780254998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780328911, actual_end=1663780345577,
+           ideal_instant=1663780310998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780345577, actual_end=1663780362243,
+            ideal_instant=1663780310998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780362243, actual_end=1663780378909,
+            ideal_instant=1663780310998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780378909, actual_end=1663780395575,
+            ideal_instant=1663780361998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780395575, actual_end=1663780412241,
+            ideal_instant=1663780361998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780412241, actual_end=1663780428907,
+            ideal_instant=1663780361998, serial=self.remote_stream),
+        FakeEvent(actual_begin=1663780428907, actual_end=1663780445573,
+            ideal_instant=1663780412998, serial=self.remote_stream)]
+
+    return fake_events
+
+  def testGetCadence(self):
+    fake_events = self._GetFakeEvents()
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats(fake_events)
+    # The events defined in _GetFakeEvents above show that the first source
+    # framee of ideal_instant=1663780179998 is rendered twice, then
+    # the second source frame of ideal_instant=1663780197998 is rendered once
+    # the third source frame of  ideal_instant=1663780215998 is rendered twice
+    # and so on. The expected cadence will therefore be [2 1 2 etc..]
+    expected_cadence = [2, 1, 2, 3, 3, 3, 1]
+    self.assertEqual(expected_cadence, stats_parser._GetCadence(fake_events))
+
+  def testGetSourceToOutputDistribution(self):
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats([])
+    cadence = [2, 1, 2, 3, 3, 3, 1]
+    expected_frame_distribution = {1: 2, 2: 2, 3: 3}
+    self.assertEqual(expected_frame_distribution,
+        stats_parser._GetSourceToOutputDistribution(cadence))
+
+  def testGetFpsFromCadence(self):
+    frame_distribution = {1: 2, 2: 2, 3: 3}
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats([])
+    expected_frame_rate = 28.0
+    self.assertEqual(expected_frame_rate,
+        stats_parser._GetFpsFromCadence(frame_distribution))
+
+  def testGetFrozenFramesReports(self):
+    frame_distribution = {1: 2, 2: 2, 3: 569, 6: 1}
+    expected_frozen_reports = [{'frozen_frames': 5, 'occurrences': 1}]
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats([])
+    self.assertEqual(expected_frozen_reports,
+        stats_parser._GetFrozenFramesReports(frame_distribution))
+
+  def testIsRemoteStream(self):
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats([])
+    self.assertTrue(stats_parser._IsRemoteStream(self.remote_stream))
+
+  def testGetDrifTimeStats(self):
+    fake_events = self._GetFakeEvents()
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats([])
+    cadence = stats_parser._GetCadence(fake_events)
+    expected_drift_time = [15585, 30917, 29583, 23915, 17913, 16911, 15909]
+    expected_rendering_length_error = 29.613733905579398
+
+    self.assertEqual((expected_drift_time, expected_rendering_length_error),
+        stats_parser._GetDrifTimeStats(fake_events, cadence))
+
+  def testGetSmoothnessStats(self):
+    norm_drift_time = [5948.2857142857138, 9383.7142857142862,
+        8049.7142857142862, 2381.7142857142862, 3620.2857142857138,
+        4622.2857142857138, 5624.2857142857138]
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats([])
+    expected_percent_badly_oos = 0.0
+    expected_percent_out_of_sync = 0.0
+    expected_smoothness_score = 100.0
+    expected_smoothness_stats = (expected_percent_badly_oos,
+        expected_percent_out_of_sync, expected_smoothness_score)
+
+    self.assertEqual(expected_smoothness_stats,
+        stats_parser._GetSmoothnessStats(norm_drift_time))
+
+  def testNegativeSmoothnessScoreChangedToZero(self):
+    norm_drift_time = [15948.285714285714, 9383.714285714286,
+        28049.714285714286, 72381.71428571429, 3620.2857142857138,
+        4622.285714285714, 35624.28571428572]
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats([])
+    expected_percent_badly_oos = 28.571428571428573
+    expected_percent_out_of_sync = 42.857142857142854
+    expected_smoothness_score = 0.0
+    expected_smoothness_stats = (expected_percent_badly_oos,
+        expected_percent_out_of_sync, expected_smoothness_score)
+
+    self.assertEqual(expected_smoothness_stats,
+        stats_parser._GetSmoothnessStats(norm_drift_time))
+
+  def testGetFreezingScore(self):
+    frame_distribution = {1: 2, 2: 2, 3: 569, 6: 1}
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats([])
+    expected_freezing_score = 99.94182664339732
+    self.assertEqual(expected_freezing_score,
+        stats_parser._GetFreezingScore(frame_distribution))
+
+  def testNegativeFrezingScoreChangedToZero(self):
+    frame_distribution = {1: 2, 2: 2, 3: 2, 8:100}
+    stats_parser = stats_helper.WebMediaPlayerMsRenderingStats([])
+    self.assertEqual(0.0, stats_parser._GetFreezingScore(frame_distribution))
+
+  def testGetTimeStats(self):
+    fake_events = self._GetFakeEvents()
+    expected_cadence = [2, 1, 2, 3, 3, 3, 1]
+    expected_frame_dist = {1: 2, 2: 2, 3: 569, 6: 1}
+    expected_frame_rate = 28.0
+    expected_drift_time = [15585, 30917, 29583, 23915, 17913, 16911, 15909]
+    expected_rendering_length_error = 29.613733905579398
+    expected_percent_badly_oos = 0.0
+    expected_percent_out_of_sync = 0.0
+    expected_smoothness_score = 100.0
+    expected_freezing_score = 99.94182664339732
+
+    stats_cls = stats_helper.WebMediaPlayerMsRenderingStats
+    stats_cls._GetCadence = mock.Mock()
+    stats_cls._GetCadence.return_value = expected_cadence
+    stats_cls._GetSourceToOutputDistribution = mock.Mock()
+    stats_cls._GetSourceToOutputDistribution.return_value = expected_frame_dist
+    stats_cls._GetFpsFromCadence = mock.Mock()
+    stats_cls._GetFpsFromCadence.return_value = expected_frame_rate
+    stats_cls._GetDrifTimeStats = mock.Mock()
+    stats_cls._GetDrifTimeStats.return_value = (expected_drift_time,
+        expected_rendering_length_error)
+    stats_cls._GetSmoothnessStats = mock.Mock()
+    stats_cls._GetSmoothnessStats.return_value = (expected_percent_badly_oos,
+        expected_percent_out_of_sync, expected_smoothness_score)
+    stats_cls._GetFreezingScore = mock.Mock()
+    stats_cls._GetFreezingScore.return_value = expected_freezing_score
+
+    stats_parser = stats_cls(fake_events)
+
+    expected_stats = {
+        'drift_time': expected_drift_time,
+        'mean_drift_time': numpy.mean(expected_drift_time),
+        'std_dev_drift_time': numpy.std(expected_drift_time),
+        'percent_badly_out_of_sync': expected_percent_badly_oos,
+        'percent_out_of_sync': expected_percent_out_of_sync,
+        'smoothness_score': expected_smoothness_score,
+        'freezing_score': expected_freezing_score,
+        'rendering_length_error': expected_rendering_length_error,
+        'fps': expected_frame_rate,
+        'frame_distribution': expected_frame_dist}
+
+    self.assertEqual(expected_stats, stats_parser.GetTimeStats())