/* * Copyright (C) 2017 The Android Open Source Project * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #define LOG_TAG "VelocityTracker_test" #include #include #include #include #include #include #include #include using std::literals::chrono_literals::operator""ms; using std::literals::chrono_literals::operator""ns; using std::literals::chrono_literals::operator""us; using android::base::StringPrintf; namespace android { constexpr ui::LogicalDisplayId DISPLAY_ID = ui::LogicalDisplayId::DEFAULT; // default display id constexpr int32_t DEFAULT_POINTER_ID = 0; // pointer ID used for manually defined tests // velocity must be in the range (1-tol)*EV <= velocity <= (1+tol)*EV // here EV = expected value, tol = VELOCITY_TOLERANCE constexpr float VELOCITY_TOLERANCE = 0.2; // quadratic velocity must be within 0.001% of the target value constexpr float QUADRATIC_VELOCITY_TOLERANCE = 0.00001; // --- VelocityTrackerTest --- class VelocityTrackerTest : public testing::Test { }; /* * Similar to EXPECT_NEAR, but ensures that the difference between the two float values * is at most a certain fraction of the target value. * If fraction is zero, require exact match. */ static void EXPECT_NEAR_BY_FRACTION(float actual, float target, float fraction) { float tolerance = fabsf(target * fraction); if (target == 0 && fraction != 0) { // If target is zero, this would force actual == target, which is too harsh. // Relax this requirement a little. The value is determined empirically from the // coefficients computed by the quadratic least squares algorithms. tolerance = 1E-6; } EXPECT_NEAR(actual, target, tolerance); } static void checkVelocity(std::optional Vactual, std::optional Vtarget) { if (Vactual != std::nullopt) { if (Vtarget == std::nullopt) { FAIL() << "Expected no velocity, but found " << *Vactual; } EXPECT_NEAR_BY_FRACTION(*Vactual, *Vtarget, VELOCITY_TOLERANCE); } else if (Vtarget != std::nullopt) { FAIL() << "Expected velocity, but found no velocity"; } } struct Position { float x; float y; bool isResampled = false; /** * If both values are NAN, then this is considered to be an empty entry (no pointer data). * If only one of the values is NAN, this is still a valid entry, * because we may only care about a single axis. */ bool isValid() const { return !(isnan(x) && isnan(y)); } }; struct PlanarMotionEventEntry { std::chrono::nanoseconds eventTime; std::vector positions; }; static BitSet32 getValidPointers(const std::vector& positions) { BitSet32 pointers; for (size_t i = 0; i < positions.size(); i++) { if (positions[i].isValid()) { pointers.markBit(i); } } return pointers; } static uint32_t getChangingPointerId(BitSet32 pointers, BitSet32 otherPointers) { BitSet32 difference(pointers.value ^ otherPointers.value); uint32_t pointerId = difference.clearFirstMarkedBit(); EXPECT_EQ(0U, difference.value) << "Only 1 pointer can enter or leave at a time"; return pointerId; } static int32_t resolveAction(const std::vector& lastPositions, const std::vector& currentPositions, const std::vector& nextPositions) { BitSet32 pointers = getValidPointers(currentPositions); const uint32_t pointerCount = pointers.count(); BitSet32 lastPointers = getValidPointers(lastPositions); const uint32_t lastPointerCount = lastPointers.count(); if (lastPointerCount < pointerCount) { // A new pointer is down uint32_t pointerId = getChangingPointerId(pointers, lastPointers); return AMOTION_EVENT_ACTION_POINTER_DOWN | (pointerId << AMOTION_EVENT_ACTION_POINTER_INDEX_SHIFT); } BitSet32 nextPointers = getValidPointers(nextPositions); const uint32_t nextPointerCount = nextPointers.count(); if (pointerCount > nextPointerCount) { // An existing pointer is leaving uint32_t pointerId = getChangingPointerId(pointers, nextPointers); return AMOTION_EVENT_ACTION_POINTER_UP | (pointerId << AMOTION_EVENT_ACTION_POINTER_INDEX_SHIFT); } return AMOTION_EVENT_ACTION_MOVE; } static std::vector createAxisScrollMotionEventStream( const std::vector>& motions) { std::vector events; for (const auto& [timeStamp, value] : motions) { EXPECT_TRUE(!isnan(value)) << "The entry at pointerId must be valid"; PointerCoords coords[1]; coords[0].setAxisValue(AMOTION_EVENT_AXIS_SCROLL, value); PointerProperties properties[1]; properties[0].id = DEFAULT_POINTER_ID; MotionEvent event; ui::Transform identityTransform; event.initialize(InputEvent::nextId(), /*deviceId=*/5, AINPUT_SOURCE_ROTARY_ENCODER, ui::LogicalDisplayId::INVALID, INVALID_HMAC, AMOTION_EVENT_ACTION_SCROLL, /*actionButton=*/0, /*flags=*/0, AMOTION_EVENT_EDGE_FLAG_NONE, AMETA_NONE, /*buttonState=*/0, MotionClassification::NONE, identityTransform, /*xPrecision=*/0, /*yPrecision=*/0, AMOTION_EVENT_INVALID_CURSOR_POSITION, AMOTION_EVENT_INVALID_CURSOR_POSITION, identityTransform, /*downTime=*/0, timeStamp.count(), /*pointerCount=*/1, properties, coords); events.emplace_back(event); } return events; } static std::vector createTouchMotionEventStream( const std::vector& motions) { if (motions.empty()) { ADD_FAILURE() << "Need at least 1 sample to create a MotionEvent. Received empty vector."; } std::vector events; for (size_t i = 0; i < motions.size(); i++) { const PlanarMotionEventEntry& entry = motions[i]; BitSet32 pointers = getValidPointers(entry.positions); const uint32_t pointerCount = pointers.count(); int32_t action; if (i == 0) { action = AMOTION_EVENT_ACTION_DOWN; EXPECT_EQ(1U, pointerCount) << "First event should only have 1 pointer"; } else if ((i == motions.size() - 1) && pointerCount == 1) { action = AMOTION_EVENT_ACTION_UP; } else { const PlanarMotionEventEntry& previousEntry = motions[i-1]; const PlanarMotionEventEntry& nextEntry = motions[i+1]; action = resolveAction(previousEntry.positions, entry.positions, nextEntry.positions); } PointerCoords coords[pointerCount]; PointerProperties properties[pointerCount]; uint32_t pointerIndex = 0; while(!pointers.isEmpty()) { uint32_t pointerId = pointers.clearFirstMarkedBit(); coords[pointerIndex].clear(); // We are treating column positions as pointerId const Position& position = entry.positions[pointerId]; EXPECT_TRUE(position.isValid()) << "The entry at " << pointerId << " must be valid"; coords[pointerIndex].setAxisValue(AMOTION_EVENT_AXIS_X, position.x); coords[pointerIndex].setAxisValue(AMOTION_EVENT_AXIS_Y, position.y); coords[pointerIndex].isResampled = position.isResampled; properties[pointerIndex].id = pointerId; properties[pointerIndex].toolType = ToolType::FINGER; pointerIndex++; } EXPECT_EQ(pointerIndex, pointerCount); MotionEvent event; ui::Transform identityTransform; event.initialize(InputEvent::nextId(), /*deviceId=*/0, AINPUT_SOURCE_TOUCHSCREEN, DISPLAY_ID, INVALID_HMAC, action, /*actionButton=*/0, /*flags=*/0, AMOTION_EVENT_EDGE_FLAG_NONE, AMETA_NONE, /*buttonState=*/0, MotionClassification::NONE, identityTransform, /*xPrecision=*/0, /*yPrecision=*/0, AMOTION_EVENT_INVALID_CURSOR_POSITION, AMOTION_EVENT_INVALID_CURSOR_POSITION, identityTransform, /*downTime=*/0, entry.eventTime.count(), pointerCount, properties, coords); events.emplace_back(event); } return events; } static std::optional computeVelocity(const VelocityTracker::Strategy strategy, const std::vector& events, int32_t axis, uint32_t pointerId = DEFAULT_POINTER_ID) { VelocityTracker vt(strategy); for (const MotionEvent& event : events) { vt.addMovement(event); } return vt.getVelocity(axis, pointerId); } static std::optional computePlanarVelocity( const VelocityTracker::Strategy strategy, const std::vector& motions, int32_t axis, uint32_t pointerId) { std::vector events = createTouchMotionEventStream(motions); return computeVelocity(strategy, events, axis, pointerId); } static void computeAndCheckVelocity(const VelocityTracker::Strategy strategy, const std::vector& motions, int32_t axis, std::optional targetVelocity, uint32_t pointerId = DEFAULT_POINTER_ID) { checkVelocity(computePlanarVelocity(strategy, motions, axis, pointerId), targetVelocity); } static void computeAndCheckAxisScrollVelocity( const VelocityTracker::Strategy strategy, const std::vector>& motions, std::optional targetVelocity) { std::vector events = createAxisScrollMotionEventStream(motions); checkVelocity(computeVelocity(strategy, events, AMOTION_EVENT_AXIS_SCROLL), targetVelocity); // The strategy LSQ2 is not compatible with AXIS_SCROLL. In those situations, we should fall // back to a strategy that supports differential axes. checkVelocity(computeVelocity(VelocityTracker::Strategy::LSQ2, events, AMOTION_EVENT_AXIS_SCROLL), targetVelocity); } static void computeAndCheckQuadraticVelocity(const std::vector& motions, float velocity) { std::optional velocityX = computePlanarVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, DEFAULT_POINTER_ID); std::optional velocityY = computePlanarVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, DEFAULT_POINTER_ID); ASSERT_TRUE(velocityX); ASSERT_TRUE(velocityY); EXPECT_NEAR_BY_FRACTION(*velocityX, velocity, QUADRATIC_VELOCITY_TOLERANCE); EXPECT_NEAR_BY_FRACTION(*velocityY, velocity, QUADRATIC_VELOCITY_TOLERANCE); } /* *================== VelocityTracker tests that do not require test motion data ==================== */ TEST(SimpleVelocityTrackerTest, TestSupportedAxis) { // Note that we are testing up to the max possible axis value, plus 3 more values. We are going // beyond the max value to add a bit more protection. "3" is chosen arbitrarily to cover a few // more values beyond the max. for (int32_t axis = 0; axis <= AMOTION_EVENT_MAXIMUM_VALID_AXIS_VALUE + 3; axis++) { switch (axis) { case AMOTION_EVENT_AXIS_X: case AMOTION_EVENT_AXIS_Y: case AMOTION_EVENT_AXIS_SCROLL: EXPECT_TRUE(VelocityTracker::isAxisSupported(axis)) << axis << " is supported"; break; default: EXPECT_FALSE(VelocityTracker::isAxisSupported(axis)) << axis << " is NOT supported"; } } } /* * ================== VelocityTracker tests generated manually ===================================== */ TEST_F(VelocityTrackerTest, TestDefaultStrategiesForPlanarAxes) { std::vector motions = {{10ms, {{2, 4}}}, {20ms, {{4, 12}}}, {30ms, {{6, 20}}}, {40ms, {{10, 30}}}}; EXPECT_EQ(computePlanarVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, DEFAULT_POINTER_ID), computePlanarVelocity(VelocityTracker::Strategy::DEFAULT, motions, AMOTION_EVENT_AXIS_X, DEFAULT_POINTER_ID)); EXPECT_EQ(computePlanarVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, DEFAULT_POINTER_ID), computePlanarVelocity(VelocityTracker::Strategy::DEFAULT, motions, AMOTION_EVENT_AXIS_Y, DEFAULT_POINTER_ID)); } TEST_F(VelocityTrackerTest, TestComputedVelocity) { VelocityTracker::ComputedVelocity computedVelocity; computedVelocity.addVelocity(AMOTION_EVENT_AXIS_X, /*id=*/0, /*velocity=*/200); computedVelocity.addVelocity(AMOTION_EVENT_AXIS_X, /*id=*/26U, /*velocity=*/400); computedVelocity.addVelocity(AMOTION_EVENT_AXIS_X, /*id=*/27U, /*velocity=*/650); computedVelocity.addVelocity(AMOTION_EVENT_AXIS_X, MAX_POINTER_ID, /*velocity=*/750); computedVelocity.addVelocity(AMOTION_EVENT_AXIS_Y, /*id=*/0, /*velocity=*/1000); computedVelocity.addVelocity(AMOTION_EVENT_AXIS_Y, /*id=*/26U, /*velocity=*/2000); computedVelocity.addVelocity(AMOTION_EVENT_AXIS_Y, /*id=*/27U, /*velocity=*/3000); computedVelocity.addVelocity(AMOTION_EVENT_AXIS_Y, MAX_POINTER_ID, /*velocity=*/4000); // Check the axes/indices with velocity. EXPECT_EQ(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, /*id=*/0U)), 200); EXPECT_EQ(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, /*id=*/26U)), 400); EXPECT_EQ(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, /*id=*/27U)), 650); EXPECT_EQ(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, MAX_POINTER_ID)), 750); EXPECT_EQ(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_Y, /*id=*/0U)), 1000); EXPECT_EQ(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_Y, /*id=*/26U)), 2000); EXPECT_EQ(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_Y, /*id=*/27U)), 3000); EXPECT_EQ(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_Y, MAX_POINTER_ID)), 4000); for (uint32_t id = 0; id <= MAX_POINTER_ID; id++) { // Since no data was added for AXIS_SCROLL, expect empty value for the axis for any id. EXPECT_FALSE(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_SCROLL, id)) << "Empty scroll data expected at id=" << id; if (id == 0 || id == 26U || id == 27U || id == MAX_POINTER_ID) { // Already checked above; continue. continue; } // No data was added to X/Y for this id, expect empty value. EXPECT_FALSE(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, id)) << "Empty X data expected at id=" << id; EXPECT_FALSE(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_Y, id)) << "Empty Y data expected at id=" << id; } // Out-of-bounds ids should given empty values. EXPECT_FALSE(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, -1)); EXPECT_FALSE(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, MAX_POINTER_ID + 1)); } /** * For a single pointer, the resampled data is ignored. */ TEST_F(VelocityTrackerTest, SinglePointerResampledData) { std::vector motions = {{10ms, {{1, 2}}}, {20ms, {{2, 4}}}, {30ms, {{3, 6}}}, {35ms, {{30, 60, .isResampled = true}}}, {40ms, {{4, 8}}}}; computeAndCheckVelocity(VelocityTracker::Strategy::DEFAULT, motions, AMOTION_EVENT_AXIS_X, 100); computeAndCheckVelocity(VelocityTracker::Strategy::DEFAULT, motions, AMOTION_EVENT_AXIS_Y, 200); } /** * For multiple pointers, the resampled data is ignored on a per-pointer basis. If a certain pointer * does not have a resampled value, all of the points are used. */ TEST_F(VelocityTrackerTest, MultiPointerResampledData) { std::vector motions = { {0ms, {{0, 0}}}, {10ms, {{1, 0}, {1, 0}}}, {20ms, {{2, 0}, {2, 0}}}, {30ms, {{3, 0}, {3, 0}}}, {35ms, {{30, 0, .isResampled = true}, {30, 0}}}, {40ms, {{4, 0}, {4, 0}}}, {45ms, {{5, 0}}}, // ACTION_UP }; // Sample at t=35ms breaks trend. It's marked as resampled for the first pointer, so it should // be ignored, and the resulting velocity should be linear. For the second pointer, it's not // resampled, so it should cause the velocity to be non-linear. computeAndCheckVelocity(VelocityTracker::Strategy::DEFAULT, motions, AMOTION_EVENT_AXIS_X, 100, /*pointerId=*/0); computeAndCheckVelocity(VelocityTracker::Strategy::DEFAULT, motions, AMOTION_EVENT_AXIS_X, 3455, /*pointerId=*/1); } TEST_F(VelocityTrackerTest, TestGetComputedVelocity) { std::vector motions = { {235089067457000ns, {{528.00, 0}}}, {235089084684000ns, {{527.00, 0}}}, {235089093349000ns, {{527.00, 0}}}, {235089095677625ns, {{527.00, 0}}}, {235089101859000ns, {{527.00, 0}}}, {235089110378000ns, {{528.00, 0}}}, {235089112497111ns, {{528.25, 0}}}, {235089118760000ns, {{531.00, 0}}}, {235089126686000ns, {{535.00, 0}}}, {235089129316820ns, {{536.33, 0}}}, {235089135199000ns, {{540.00, 0}}}, {235089144297000ns, {{546.00, 0}}}, {235089146136443ns, {{547.21, 0}}}, {235089152923000ns, {{553.00, 0}}}, {235089160784000ns, {{559.00, 0}}}, {235089162955851ns, {{560.66, 0}}}, {235089162955851ns, {{560.66, 0}}}, // ACTION_UP }; VelocityTracker vt(VelocityTracker::Strategy::IMPULSE); std::vector events = createTouchMotionEventStream(motions); for (const MotionEvent& event : events) { vt.addMovement(event); } float maxFloat = std::numeric_limits::max(); VelocityTracker::ComputedVelocity computedVelocity; computedVelocity = vt.getComputedVelocity(/*units=*/1000, maxFloat); checkVelocity(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, DEFAULT_POINTER_ID)), 764.345703); // Expect X velocity to be scaled with respective to provided units. computedVelocity = vt.getComputedVelocity(/*units=*/1000000, maxFloat); checkVelocity(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, DEFAULT_POINTER_ID)), 764345.703); // Expect X velocity to be clamped by provided max velocity. computedVelocity = vt.getComputedVelocity(/*units=*/1000000, 1000); checkVelocity(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, DEFAULT_POINTER_ID)), 1000); // All 0 data for Y; expect 0 velocity. EXPECT_EQ(*(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_Y, DEFAULT_POINTER_ID)), 0); // No data for scroll-axis; expect empty velocity. EXPECT_FALSE(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_SCROLL, DEFAULT_POINTER_ID)); } TEST_F(VelocityTrackerTest, TestApiInteractionsWithNoMotionEvents) { VelocityTracker vt(VelocityTracker::Strategy::DEFAULT); EXPECT_FALSE(vt.getVelocity(AMOTION_EVENT_AXIS_X, DEFAULT_POINTER_ID)); VelocityTracker::ComputedVelocity computedVelocity = vt.getComputedVelocity(1000, 1000); for (uint32_t id = 0; id <= MAX_POINTER_ID; id++) { EXPECT_FALSE(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_X, id)); EXPECT_FALSE(computedVelocity.getVelocity(AMOTION_EVENT_AXIS_Y, id)); } EXPECT_EQ(-1, vt.getActivePointerId()); // Make sure that the clearing functions execute without an issue. vt.clearPointer(7U); vt.clear(); } TEST_F(VelocityTrackerTest, ThreePointsPositiveVelocityTest) { // Same coordinate is reported 2 times in a row // It is difficult to determine the correct answer here, but at least the direction // of the reported velocity should be positive. std::vector motions = { {0ms, {{273, 0}}}, {12585us, {{293, 0}}}, {14730us, {{293, 0}}}, {14730us, {{293, 0}}}, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, 1600); } TEST_F(VelocityTrackerTest, ThreePointsZeroVelocityTest) { // Same coordinate is reported 3 times in a row std::vector motions = { {0ms, {{293, 0}}}, {6132us, {{293, 0}}}, {11283us, {{293, 0}}}, {11283us, {{293, 0}}}, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, 0); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, 0); } TEST_F(VelocityTrackerTest, ThreePointsLinearVelocityTest) { // Fixed velocity at 5 points per 10 milliseconds std::vector motions = { {0ms, {{0, 0}}}, {10ms, {{5, 0}}}, {20ms, {{10, 0}}}, {20ms, {{10, 0}}}, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, 500); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, 500); } /** * When the stream is terminated with ACTION_CANCEL, the resulting velocity should be 0. */ TEST_F(VelocityTrackerTest, ActionCancelResultsInZeroVelocity) { std::vector motions = { {0ms, {{0, 0}}}, // DOWN {10ms, {{5, 10}}}, // MOVE {20ms, {{10, 20}}}, // MOVE {20ms, {{10, 20}}}, // ACTION_UP }; std::vector events = createTouchMotionEventStream(motions); // By default, `createTouchMotionEventStream` produces an event stream that terminates with // ACTION_UP. We need to manually change it to ACTION_CANCEL. MotionEvent& lastEvent = events.back(); lastEvent.setAction(AMOTION_EVENT_ACTION_CANCEL); lastEvent.setFlags(lastEvent.getFlags() | AMOTION_EVENT_FLAG_CANCELED); const int32_t pointerId = lastEvent.getPointerId(0); checkVelocity(computeVelocity(VelocityTracker::Strategy::IMPULSE, events, AMOTION_EVENT_AXIS_X, pointerId), /*targetVelocity*/ std::nullopt); checkVelocity(computeVelocity(VelocityTracker::Strategy::IMPULSE, events, AMOTION_EVENT_AXIS_Y, pointerId), /*targetVelocity*/ std::nullopt); checkVelocity(computeVelocity(VelocityTracker::Strategy::LSQ2, events, AMOTION_EVENT_AXIS_X, pointerId), /*targetVelocity*/ std::nullopt); checkVelocity(computeVelocity(VelocityTracker::Strategy::LSQ2, events, AMOTION_EVENT_AXIS_Y, pointerId), /*targetVelocity*/ std::nullopt); } /** * When the stream is terminated with ACTION_CANCEL, the resulting velocity should be 0. */ TEST_F(VelocityTrackerTest, ActionPointerCancelResultsInZeroVelocityForThatPointer) { std::vector motions = { {0ms, {{0, 5}, {NAN, NAN}}}, // DOWN {0ms, {{0, 5}, {10, 15}}}, // POINTER_DOWN {10ms, {{5, 10}, {15, 20}}}, // MOVE {20ms, {{10, 15}, {20, 25}}}, // MOVE {30ms, {{10, 15}, {20, 25}}}, // POINTER_UP {30ms, {{10, 15}, {NAN, NAN}}}, // UP }; std::vector events = createTouchMotionEventStream(motions); // Cancel the lifting pointer of the ACTION_POINTER_UP event MotionEvent& pointerUpEvent = events.rbegin()[1]; pointerUpEvent.setFlags(pointerUpEvent.getFlags() | AMOTION_EVENT_FLAG_CANCELED); const int32_t pointerId = pointerUpEvent.getPointerId(pointerUpEvent.getActionIndex()); // Double check the stream ASSERT_EQ(1, pointerId); ASSERT_EQ(AMOTION_EVENT_ACTION_POINTER_UP, pointerUpEvent.getActionMasked()); ASSERT_EQ(AMOTION_EVENT_ACTION_UP, events.back().getActionMasked()); // Ensure the velocity of the lifting pointer is zero checkVelocity(computeVelocity(VelocityTracker::Strategy::IMPULSE, events, AMOTION_EVENT_AXIS_X, pointerId), /*targetVelocity*/ std::nullopt); checkVelocity(computeVelocity(VelocityTracker::Strategy::IMPULSE, events, AMOTION_EVENT_AXIS_Y, pointerId), /*targetVelocity*/ std::nullopt); checkVelocity(computeVelocity(VelocityTracker::Strategy::LSQ2, events, AMOTION_EVENT_AXIS_X, pointerId), /*targetVelocity*/ std::nullopt); checkVelocity(computeVelocity(VelocityTracker::Strategy::LSQ2, events, AMOTION_EVENT_AXIS_Y, pointerId), /*targetVelocity*/ std::nullopt); // The remaining pointer should have the correct velocity. const int32_t remainingPointerId = events.back().getPointerId(0); ASSERT_EQ(0, remainingPointerId); checkVelocity(computeVelocity(VelocityTracker::Strategy::IMPULSE, events, AMOTION_EVENT_AXIS_X, remainingPointerId), /*targetVelocity*/ 500); checkVelocity(computeVelocity(VelocityTracker::Strategy::IMPULSE, events, AMOTION_EVENT_AXIS_Y, remainingPointerId), /*targetVelocity*/ 500); checkVelocity(computeVelocity(VelocityTracker::Strategy::LSQ2, events, AMOTION_EVENT_AXIS_X, remainingPointerId), /*targetVelocity*/ 500); checkVelocity(computeVelocity(VelocityTracker::Strategy::LSQ2, events, AMOTION_EVENT_AXIS_Y, remainingPointerId), /*targetVelocity*/ 500); } /** * ================== VelocityTracker tests generated by recording real events ===================== * * To add a test, record the input coordinates and event times to all calls * to void VelocityTracker::addMovement(const MotionEvent* event). * Also record all calls to VelocityTracker::clear(). * Finally, record the output of VelocityTracker::getVelocity(...) * This will give you the necessary data to create a new test. * * Another good way to generate this data is to use 'dumpsys input' just after the event has * occurred. */ // --------------- Recorded by hand on swordfish --------------------------------------------------- TEST_F(VelocityTrackerTest, SwordfishFlingDown) { // Recording of a fling on Swordfish that could cause a fling in the wrong direction std::vector motions = { { 0ms, {{271, 96}} }, { 16071042ns, {{269.786346, 106.922775}} }, { 35648403ns, {{267.983063, 156.660034}} }, { 52313925ns, {{262.638397, 220.339081}} }, { 68976522ns, {{266.138824, 331.581116}} }, { 85639375ns, {{274.79245, 428.113159}} }, { 96948871ns, {{274.79245, 428.113159}} }, { 96948871ns, {{274.79245, 428.113159}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, 623.577637); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, 5970.7309); } // --------------- Recorded by hand on sailfish, generated by a script ----------------------------- // For some of these tests, the X-direction velocity checking has been removed, because the lsq2 // and the impulse VelocityTrackerStrategies did not agree within 20%. // Since the flings were recorded in the Y-direction, the intentional user action should only // be relevant for the Y axis. // There have been also cases where lsq2 and impulse disagreed more than 20% in the Y-direction. // Those recordings have been discarded because we didn't feel one strategy's interpretation was // more correct than another's but didn't want to increase the tolerance for the entire test suite. // // There are 18 tests total below: 9 in the positive Y direction and 9 in the opposite. // The recordings were loosely binned into 3 categories - slow, faster, and fast, which roughly // characterizes the velocity of the finger motion. // These can be treated approximately as: // slow - less than 1 page gets scrolled // faster - more than 1 page gets scrolled, but less than 3 // fast - entire list is scrolled (fling is done as hard as possible) TEST_F(VelocityTrackerTest, SailfishFlingUpSlow1) { // Sailfish - fling up - slow - 1 std::vector motions = { { 235089067457000ns, {{528.00, 983.00}} }, { 235089084684000ns, {{527.00, 981.00}} }, { 235089093349000ns, {{527.00, 977.00}} }, { 235089095677625ns, {{527.00, 975.93}} }, { 235089101859000ns, {{527.00, 970.00}} }, { 235089110378000ns, {{528.00, 960.00}} }, { 235089112497111ns, {{528.25, 957.51}} }, { 235089118760000ns, {{531.00, 946.00}} }, { 235089126686000ns, {{535.00, 931.00}} }, { 235089129316820ns, {{536.33, 926.02}} }, { 235089135199000ns, {{540.00, 914.00}} }, { 235089144297000ns, {{546.00, 896.00}} }, { 235089146136443ns, {{547.21, 892.36}} }, { 235089152923000ns, {{553.00, 877.00}} }, { 235089160784000ns, {{559.00, 851.00}} }, { 235089162955851ns, {{560.66, 843.82}} }, { 235089162955851ns, {{560.66, 843.82}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, 764.345703); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, 951.698181); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, -3604.819336); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, -3044.966064); } TEST_F(VelocityTrackerTest, SailfishFlingUpSlow2) { // Sailfish - fling up - slow - 2 std::vector motions = { { 235110560704000ns, {{522.00, 1107.00}} }, { 235110575764000ns, {{522.00, 1107.00}} }, { 235110584385000ns, {{522.00, 1107.00}} }, { 235110588421179ns, {{521.52, 1106.52}} }, { 235110592830000ns, {{521.00, 1106.00}} }, { 235110601385000ns, {{520.00, 1104.00}} }, { 235110605088160ns, {{519.14, 1102.27}} }, { 235110609952000ns, {{518.00, 1100.00}} }, { 235110618353000ns, {{517.00, 1093.00}} }, { 235110621755146ns, {{516.60, 1090.17}} }, { 235110627010000ns, {{517.00, 1081.00}} }, { 235110634785000ns, {{518.00, 1063.00}} }, { 235110638422450ns, {{518.87, 1052.58}} }, { 235110643161000ns, {{520.00, 1039.00}} }, { 235110651767000ns, {{524.00, 1011.00}} }, { 235110655089581ns, {{525.54, 1000.19}} }, { 235110660368000ns, {{530.00, 980.00}} }, { 235110660368000ns, {{530.00, 980.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, -4096.583008); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, -3455.094238); } TEST_F(VelocityTrackerTest, SailfishFlingUpSlow3) { // Sailfish - fling up - slow - 3 std::vector motions = { { 792536237000ns, {{580.00, 1317.00}} }, { 792541538987ns, {{580.63, 1311.94}} }, { 792544613000ns, {{581.00, 1309.00}} }, { 792552301000ns, {{583.00, 1295.00}} }, { 792558362309ns, {{585.13, 1282.92}} }, { 792560828000ns, {{586.00, 1278.00}} }, { 792569446000ns, {{589.00, 1256.00}} }, { 792575185095ns, {{591.54, 1241.41}} }, { 792578491000ns, {{593.00, 1233.00}} }, { 792587044000ns, {{597.00, 1211.00}} }, { 792592008172ns, {{600.28, 1195.92}} }, { 792594616000ns, {{602.00, 1188.00}} }, { 792603129000ns, {{607.00, 1167.00}} }, { 792608831290ns, {{609.48, 1155.83}} }, { 792612321000ns, {{611.00, 1149.00}} }, { 792620768000ns, {{615.00, 1131.00}} }, { 792625653873ns, {{617.32, 1121.73}} }, { 792629200000ns, {{619.00, 1115.00}} }, { 792629200000ns, {{619.00, 1115.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, 574.33429); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, 617.40564); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, -2361.982666); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, -2500.055664); } TEST_F(VelocityTrackerTest, SailfishFlingUpFaster1) { // Sailfish - fling up - faster - 1 std::vector motions = { { 235160420675000ns, {{610.00, 1042.00}} }, { 235160428220000ns, {{609.00, 1026.00}} }, { 235160436544000ns, {{609.00, 1024.00}} }, { 235160441852394ns, {{609.64, 1020.82}} }, { 235160444878000ns, {{610.00, 1019.00}} }, { 235160452673000ns, {{613.00, 1006.00}} }, { 235160458519743ns, {{617.18, 992.06}} }, { 235160461061000ns, {{619.00, 986.00}} }, { 235160469798000ns, {{627.00, 960.00}} }, { 235160475186713ns, {{632.22, 943.02}} }, { 235160478051000ns, {{635.00, 934.00}} }, { 235160486489000ns, {{644.00, 906.00}} }, { 235160491853697ns, {{649.56, 890.56}} }, { 235160495177000ns, {{653.00, 881.00}} }, { 235160504148000ns, {{662.00, 858.00}} }, { 235160509231495ns, {{666.81, 845.37}} }, { 235160512603000ns, {{670.00, 837.00}} }, { 235160520366000ns, {{679.00, 814.00}} }, { 235160520366000ns, {{679.00, 814.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, 1274.141724); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, 1438.53186); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, -3001.4348); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, -3695.859619); } TEST_F(VelocityTrackerTest, SailfishFlingUpFaster2) { // Sailfish - fling up - faster - 2 std::vector motions = { { 847153808000ns, {{576.00, 1264.00}} }, { 847171174000ns, {{576.00, 1262.00}} }, { 847179640000ns, {{576.00, 1257.00}} }, { 847185187540ns, {{577.41, 1249.22}} }, { 847187487000ns, {{578.00, 1246.00}} }, { 847195710000ns, {{581.00, 1227.00}} }, { 847202027059ns, {{583.93, 1209.40}} }, { 847204324000ns, {{585.00, 1203.00}} }, { 847212672000ns, {{590.00, 1176.00}} }, { 847218861395ns, {{594.36, 1157.11}} }, { 847221190000ns, {{596.00, 1150.00}} }, { 847230484000ns, {{602.00, 1124.00}} }, { 847235701400ns, {{607.56, 1103.83}} }, { 847237986000ns, {{610.00, 1095.00}} }, { 847237986000ns, {{610.00, 1095.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, -4280.07959); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, -4241.004395); } TEST_F(VelocityTrackerTest, SailfishFlingUpFaster3) { // Sailfish - fling up - faster - 3 std::vector motions = { { 235200532789000ns, {{507.00, 1084.00}} }, { 235200549221000ns, {{507.00, 1083.00}} }, { 235200557841000ns, {{507.00, 1081.00}} }, { 235200558051189ns, {{507.00, 1080.95}} }, { 235200566314000ns, {{507.00, 1078.00}} }, { 235200574876586ns, {{508.97, 1070.12}} }, { 235200575006000ns, {{509.00, 1070.00}} }, { 235200582900000ns, {{514.00, 1054.00}} }, { 235200591276000ns, {{525.00, 1023.00}} }, { 235200591701829ns, {{525.56, 1021.42}} }, { 235200600064000ns, {{542.00, 976.00}} }, { 235200608519000ns, {{563.00, 911.00}} }, { 235200608527086ns, {{563.02, 910.94}} }, { 235200616933000ns, {{590.00, 844.00}} }, { 235200616933000ns, {{590.00, 844.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, -8715.686523); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, -7639.026367); } TEST_F(VelocityTrackerTest, SailfishFlingUpFast1) { // Sailfish - fling up - fast - 1 std::vector motions = { { 920922149000ns, {{561.00, 1412.00}} }, { 920930185000ns, {{559.00, 1377.00}} }, { 920930262463ns, {{558.98, 1376.66}} }, { 920938547000ns, {{559.00, 1371.00}} }, { 920947096857ns, {{562.91, 1342.68}} }, { 920947302000ns, {{563.00, 1342.00}} }, { 920955502000ns, {{577.00, 1272.00}} }, { 920963931021ns, {{596.87, 1190.54}} }, { 920963987000ns, {{597.00, 1190.00}} }, { 920972530000ns, {{631.00, 1093.00}} }, { 920980765511ns, {{671.31, 994.68}} }, { 920980906000ns, {{672.00, 993.00}} }, { 920989261000ns, {{715.00, 903.00}} }, { 920989261000ns, {{715.00, 903.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, 5670.329102); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, 5991.866699); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, -13021.101562); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, -15093.995117); } TEST_F(VelocityTrackerTest, SailfishFlingUpFast2) { // Sailfish - fling up - fast - 2 std::vector motions = { { 235247153233000ns, {{518.00, 1168.00}} }, { 235247170452000ns, {{517.00, 1167.00}} }, { 235247178908000ns, {{515.00, 1159.00}} }, { 235247179556213ns, {{514.85, 1158.39}} }, { 235247186821000ns, {{515.00, 1125.00}} }, { 235247195265000ns, {{521.00, 1051.00}} }, { 235247196389476ns, {{521.80, 1041.15}} }, { 235247203649000ns, {{538.00, 932.00}} }, { 235247212253000ns, {{571.00, 794.00}} }, { 235247213222491ns, {{574.72, 778.45}} }, { 235247220736000ns, {{620.00, 641.00}} }, { 235247220736000ns, {{620.00, 641.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, -20286.958984); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, -20494.587891); } TEST_F(VelocityTrackerTest, SailfishFlingUpFast3) { // Sailfish - fling up - fast - 3 std::vector motions = { { 235302568736000ns, {{529.00, 1167.00}} }, { 235302576644000ns, {{523.00, 1140.00}} }, { 235302579395063ns, {{520.91, 1130.61}} }, { 235302585140000ns, {{522.00, 1130.00}} }, { 235302593615000ns, {{527.00, 1065.00}} }, { 235302596207444ns, {{528.53, 1045.12}} }, { 235302602102000ns, {{559.00, 872.00}} }, { 235302610545000ns, {{652.00, 605.00}} }, { 235302613019881ns, {{679.26, 526.73}} }, { 235302613019881ns, {{679.26, 526.73}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, -39295.941406); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, -36461.421875); } TEST_F(VelocityTrackerTest, SailfishFlingDownSlow1) { // Sailfish - fling down - slow - 1 std::vector motions = { { 235655749552755ns, {{582.00, 432.49}} }, { 235655750638000ns, {{582.00, 433.00}} }, { 235655758865000ns, {{582.00, 440.00}} }, { 235655766221523ns, {{581.16, 448.43}} }, { 235655767594000ns, {{581.00, 450.00}} }, { 235655776044000ns, {{580.00, 462.00}} }, { 235655782890696ns, {{579.18, 474.35}} }, { 235655784360000ns, {{579.00, 477.00}} }, { 235655792795000ns, {{578.00, 496.00}} }, { 235655799559531ns, {{576.27, 515.04}} }, { 235655800612000ns, {{576.00, 518.00}} }, { 235655809535000ns, {{574.00, 542.00}} }, { 235655816988015ns, {{572.17, 564.86}} }, { 235655817685000ns, {{572.00, 567.00}} }, { 235655825981000ns, {{569.00, 595.00}} }, { 235655833808653ns, {{566.26, 620.60}} }, { 235655834541000ns, {{566.00, 623.00}} }, { 235655842893000ns, {{563.00, 649.00}} }, { 235655842893000ns, {{563.00, 649.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, -419.749695); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, -398.303894); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, 3309.016357); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, 3969.099854); } TEST_F(VelocityTrackerTest, SailfishFlingDownSlow2) { // Sailfish - fling down - slow - 2 std::vector motions = { { 235671152083370ns, {{485.24, 558.28}} }, { 235671154126000ns, {{485.00, 559.00}} }, { 235671162497000ns, {{484.00, 566.00}} }, { 235671168750511ns, {{483.27, 573.29}} }, { 235671171071000ns, {{483.00, 576.00}} }, { 235671179390000ns, {{482.00, 588.00}} }, { 235671185417210ns, {{481.31, 598.98}} }, { 235671188173000ns, {{481.00, 604.00}} }, { 235671196371000ns, {{480.00, 624.00}} }, { 235671202084196ns, {{479.27, 639.98}} }, { 235671204235000ns, {{479.00, 646.00}} }, { 235671212554000ns, {{478.00, 673.00}} }, { 235671219471011ns, {{476.39, 697.12}} }, { 235671221159000ns, {{476.00, 703.00}} }, { 235671229592000ns, {{474.00, 734.00}} }, { 235671236281462ns, {{472.43, 758.38}} }, { 235671238098000ns, {{472.00, 765.00}} }, { 235671246532000ns, {{470.00, 799.00}} }, { 235671246532000ns, {{470.00, 799.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, -262.80426); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, -243.665344); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, 4215.682129); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, 4587.986816); } TEST_F(VelocityTrackerTest, SailfishFlingDownSlow3) { // Sailfish - fling down - slow - 3 std::vector motions = { { 170983201000ns, {{557.00, 533.00}} }, { 171000668000ns, {{556.00, 534.00}} }, { 171007359750ns, {{554.73, 535.27}} }, { 171011197000ns, {{554.00, 536.00}} }, { 171017660000ns, {{552.00, 540.00}} }, { 171024201831ns, {{549.97, 544.73}} }, { 171027333000ns, {{549.00, 547.00}} }, { 171034603000ns, {{545.00, 557.00}} }, { 171041043371ns, {{541.98, 567.55}} }, { 171043147000ns, {{541.00, 571.00}} }, { 171051052000ns, {{536.00, 586.00}} }, { 171051052000ns, {{536.00, 586.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, -723.413513); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, -651.038452); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, 2091.502441); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, 1934.517456); } TEST_F(VelocityTrackerTest, SailfishFlingDownFaster1) { // Sailfish - fling down - faster - 1 std::vector motions = { { 235695280333000ns, {{558.00, 451.00}} }, { 235695283971237ns, {{558.43, 454.45}} }, { 235695289038000ns, {{559.00, 462.00}} }, { 235695297388000ns, {{561.00, 478.00}} }, { 235695300638465ns, {{561.83, 486.25}} }, { 235695305265000ns, {{563.00, 498.00}} }, { 235695313591000ns, {{564.00, 521.00}} }, { 235695317305492ns, {{564.43, 532.68}} }, { 235695322181000ns, {{565.00, 548.00}} }, { 235695330709000ns, {{565.00, 577.00}} }, { 235695333972227ns, {{565.00, 588.10}} }, { 235695339250000ns, {{565.00, 609.00}} }, { 235695347839000ns, {{565.00, 642.00}} }, { 235695351313257ns, {{565.00, 656.18}} }, { 235695356412000ns, {{565.00, 677.00}} }, { 235695364899000ns, {{563.00, 710.00}} }, { 235695368118682ns, {{562.24, 722.52}} }, { 235695373403000ns, {{564.00, 744.00}} }, { 235695373403000ns, {{564.00, 744.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, 4254.639648); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, 4698.415039); } TEST_F(VelocityTrackerTest, SailfishFlingDownFaster2) { // Sailfish - fling down - faster - 2 std::vector motions = { { 235709624766000ns, {{535.00, 579.00}} }, { 235709642256000ns, {{534.00, 580.00}} }, { 235709643350278ns, {{533.94, 580.06}} }, { 235709650760000ns, {{532.00, 584.00}} }, { 235709658615000ns, {{530.00, 593.00}} }, { 235709660170495ns, {{529.60, 594.78}} }, { 235709667095000ns, {{527.00, 606.00}} }, { 235709675616000ns, {{524.00, 628.00}} }, { 235709676983261ns, {{523.52, 631.53}} }, { 235709684289000ns, {{521.00, 652.00}} }, { 235709692763000ns, {{518.00, 682.00}} }, { 235709693804993ns, {{517.63, 685.69}} }, { 235709701438000ns, {{515.00, 709.00}} }, { 235709709830000ns, {{512.00, 739.00}} }, { 235709710626776ns, {{511.72, 741.85}} }, { 235709710626776ns, {{511.72, 741.85}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, -430.440247); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, -447.600311); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, 3953.859375); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, 4316.155273); } TEST_F(VelocityTrackerTest, SailfishFlingDownFaster3) { // Sailfish - fling down - faster - 3 std::vector motions = { { 235727628927000ns, {{540.00, 440.00}} }, { 235727636810000ns, {{537.00, 454.00}} }, { 235727646176000ns, {{536.00, 454.00}} }, { 235727653586628ns, {{535.12, 456.65}} }, { 235727654557000ns, {{535.00, 457.00}} }, { 235727663024000ns, {{534.00, 465.00}} }, { 235727670410103ns, {{533.04, 479.45}} }, { 235727670691000ns, {{533.00, 480.00}} }, { 235727679255000ns, {{531.00, 501.00}} }, { 235727687233704ns, {{529.09, 526.73}} }, { 235727687628000ns, {{529.00, 528.00}} }, { 235727696113000ns, {{526.00, 558.00}} }, { 235727704057546ns, {{523.18, 588.98}} }, { 235727704576000ns, {{523.00, 591.00}} }, { 235727713099000ns, {{520.00, 626.00}} }, { 235727720880776ns, {{516.33, 655.36}} }, { 235727721580000ns, {{516.00, 658.00}} }, { 235727721580000ns, {{516.00, 658.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, 4484.617676); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, 4927.92627); } TEST_F(VelocityTrackerTest, SailfishFlingDownFast1) { // Sailfish - fling down - fast - 1 std::vector motions = { { 235762352849000ns, {{467.00, 286.00}} }, { 235762360250000ns, {{443.00, 344.00}} }, { 235762362787412ns, {{434.77, 363.89}} }, { 235762368807000ns, {{438.00, 359.00}} }, { 235762377220000ns, {{425.00, 423.00}} }, { 235762379608561ns, {{421.31, 441.17}} }, { 235762385698000ns, {{412.00, 528.00}} }, { 235762394133000ns, {{406.00, 648.00}} }, { 235762396429369ns, {{404.37, 680.67}} }, { 235762396429369ns, {{404.37, 680.67}} }, //ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, 14227.0224); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, 16064.685547); } TEST_F(VelocityTrackerTest, SailfishFlingDownFast2) { // Sailfish - fling down - fast - 2 std::vector motions = { { 235772487188000ns, {{576.00, 204.00}} }, { 235772495159000ns, {{553.00, 236.00}} }, { 235772503568000ns, {{551.00, 240.00}} }, { 235772508192247ns, {{545.55, 254.17}} }, { 235772512051000ns, {{541.00, 266.00}} }, { 235772520794000ns, {{520.00, 337.00}} }, { 235772525015263ns, {{508.92, 394.43}} }, { 235772529174000ns, {{498.00, 451.00}} }, { 235772537635000ns, {{484.00, 589.00}} }, { 235772537635000ns, {{484.00, 589.00}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, 18660.048828); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, 16918.439453); } TEST_F(VelocityTrackerTest, SailfishFlingDownFast3) { // Sailfish - fling down - fast - 3 std::vector motions = { { 507650295000ns, {{628.00, 233.00}} }, { 507658234000ns, {{605.00, 269.00}} }, { 507666784000ns, {{601.00, 274.00}} }, { 507669660483ns, {{599.65, 275.68}} }, { 507675427000ns, {{582.00, 308.00}} }, { 507683740000ns, {{541.00, 404.00}} }, { 507686506238ns, {{527.36, 435.95}} }, { 507692220000ns, {{487.00, 581.00}} }, { 507700707000ns, {{454.00, 792.00}} }, { 507703352649ns, {{443.71, 857.77}} }, { 507703352649ns, {{443.71, 857.77}} }, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, -4111.8173); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, -6388.48877); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, 29765.908203); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, 28354.796875); } /** * ================== Multiple pointers ============================================================ * * Three fingers quickly tap the screen. Since this is a tap, the velocities should be empty. * If the events with POINTER_UP or POINTER_DOWN are not handled correctly (these should not be * part of the fitted data), this can cause large velocity values to be reported instead. */ TEST_F(VelocityTrackerTest, LeastSquaresVelocityTrackerStrategy_ThreeFingerTap) { std::vector motions = { { 0us, {{1063, 1128}, {NAN, NAN}, {NAN, NAN}} }, { 10800us, {{1063, 1128}, {682, 1318}, {NAN, NAN}} }, // POINTER_DOWN { 10800us, {{1063, 1128}, {682, 1318}, {397, 1747}} }, // POINTER_DOWN { 267300us, {{1063, 1128}, {682, 1318}, {397, 1747}} }, // POINTER_UP { 267300us, {{1063, 1128}, {NAN, NAN}, {397, 1747}} }, // POINTER_UP { 272700us, {{1063, 1128}, {NAN, NAN}, {NAN, NAN}} }, }; computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, std::nullopt); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_Y, std::nullopt); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, std::nullopt); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_Y, std::nullopt); } /** * ================= Pointer liftoff =============================================================== */ /** * The last movement of a pointer is always ACTION_POINTER_UP or ACTION_UP. If there's a short delay * between the last ACTION_MOVE and the next ACTION_POINTER_UP or ACTION_UP, velocity should not be * affected by the liftoff. */ TEST_F(VelocityTrackerTest, ShortDelayBeforeActionUp) { std::vector motions = { {0ms, {{10, 0}}}, {10ms, {{20, 0}}}, {20ms, {{30, 0}}}, {30ms, {{30, 0}}}, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, 1000); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, 1000); } /** * The last movement of a single pointer is ACTION_UP. If there's a long delay between the last * ACTION_MOVE and the final ACTION_UP, velocity should be reported as empty because the pointer * should be assumed to have stopped. */ TEST_F(VelocityTrackerTest, LongDelayBeforeActionUp) { std::vector motions = { {0ms, {{10, 0}}}, {10ms, {{20, 0}}}, {20ms, {{30, 0}}}, {3000ms, {{30, 0}}}, // ACTION_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, std::nullopt); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, std::nullopt); } /** * The last movement of a pointer is always ACTION_POINTER_UP or ACTION_UP. If there's a long delay * before ACTION_POINTER_UP event, the movement should be assumed to have stopped. * The final velocity should be reported as empty for all pointers. */ TEST_F(VelocityTrackerTest, LongDelayBeforeActionPointerUp) { std::vector motions = { {0ms, {{10, 0}}}, {10ms, {{20, 0}, {100, 0}}}, {20ms, {{30, 0}, {200, 0}}}, {30ms, {{30, 0}, {300, 0}}}, {40ms, {{30, 0}, {400, 0}}}, {3000ms, {{30, 0}}}, // ACTION_POINTER_UP }; computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, std::nullopt, /*pointerId*/ 0); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, std::nullopt, /*pointerId*/ 0); computeAndCheckVelocity(VelocityTracker::Strategy::IMPULSE, motions, AMOTION_EVENT_AXIS_X, std::nullopt, /*pointerId*/ 1); computeAndCheckVelocity(VelocityTracker::Strategy::LSQ2, motions, AMOTION_EVENT_AXIS_X, std::nullopt, /*pointerId*/ 1); } /** * ================== Tests for least squares fitting ============================================== * * Special care must be taken when constructing tests for LeastSquaresVelocityTrackerStrategy * getVelocity function. In particular: * - inside the function, time gets converted from nanoseconds to seconds * before being used in the fit. * - any values that are older than 100 ms are being discarded. * - the newest time gets subtracted from all of the other times before being used in the fit. * So these tests have to be designed with those limitations in mind. * * General approach for the tests below: * We only used timestamps in milliseconds, 0 ms, 1 ms, and 2 ms, to be sure that * we are well within the HORIZON range. * When specifying the expected values of the coefficients, we treat the x values as if * they were in ms. Then, to adjust for the time units, the coefficients get progressively * multiplied by powers of 1E3. * For example: * data: t(ms), x * 1 ms, 1 * 2 ms, 4 * 3 ms, 9 * The coefficients are (0, 0, 1). * In the test, we would convert these coefficients to (0*(1E3)^0, 0*(1E3)^1, 1*(1E3)^2). */ TEST_F(VelocityTrackerTest, LeastSquaresVelocityTrackerStrategy_Constant) { std::vector motions = { { 0ms, {{1, 1}} }, // 0 s { 1ms, {{1, 1}} }, // 0.001 s { 2ms, {{1, 1}} }, // 0.002 s { 2ms, {{1, 1}} }, // ACTION_UP }; // The data used for the fit will be as follows: // time(s), position // -0.002, 1 // -0.001, 1 // -0.ms, 1 computeAndCheckQuadraticVelocity(motions, 0); } /* * Straight line y = x :: the constant and quadratic coefficients are zero. */ TEST_F(VelocityTrackerTest, LeastSquaresVelocityTrackerStrategy_Linear) { std::vector motions = { { 0ms, {{-2, -2}} }, { 1ms, {{-1, -1}} }, { 2ms, {{-0, -0}} }, { 2ms, {{-0, -0}} }, // ACTION_UP }; // The data used for the fit will be as follows: // time(s), position // -0.002, -2 // -0.001, -1 // -0.000, 0 computeAndCheckQuadraticVelocity(motions, 1E3); } /* * Parabola */ TEST_F(VelocityTrackerTest, LeastSquaresVelocityTrackerStrategy_Parabolic) { std::vector motions = { { 0ms, {{1, 1}} }, { 1ms, {{4, 4}} }, { 2ms, {{8, 8}} }, { 2ms, {{8, 8}} }, // ACTION_UP }; // The data used for the fit will be as follows: // time(s), position // -0.002, 1 // -0.001, 4 // -0.000, 8 computeAndCheckQuadraticVelocity(motions, 4.5E3); } /* * Parabola */ TEST_F(VelocityTrackerTest, LeastSquaresVelocityTrackerStrategy_Parabolic2) { std::vector motions = { { 0ms, {{1, 1}} }, { 1ms, {{4, 4}} }, { 2ms, {{9, 9}} }, { 2ms, {{9, 9}} }, // ACTION_UP }; // The data used for the fit will be as follows: // time(s), position // -0.002, 1 // -0.001, 4 // -0.000, 9 computeAndCheckQuadraticVelocity(motions, 6E3); } /* * Parabola :: y = x^2 :: the constant and linear coefficients are zero. */ TEST_F(VelocityTrackerTest, LeastSquaresVelocityTrackerStrategy_Parabolic3) { std::vector motions = { { 0ms, {{4, 4}} }, { 1ms, {{1, 1}} }, { 2ms, {{0, 0}} }, { 2ms, {{0, 0}} }, // ACTION_UP }; // The data used for the fit will be as follows: // time(s), position // -0.002, 4 // -0.001, 1 // -0.000, 0 computeAndCheckQuadraticVelocity(motions, 0E3); } // Recorded by hand on sailfish, but only the diffs are taken to test cumulative axis velocity. TEST_F(VelocityTrackerTest, AxisScrollVelocity) { std::vector> motions = { {235089067457000ns, 0.00}, {235089084684000ns, -1.00}, {235089093349000ns, 0.00}, {235089095677625ns, 0.00}, {235089101859000ns, 0.00}, {235089110378000ns, 0.00}, {235089112497111ns, 0.25}, {235089118760000ns, 1.75}, {235089126686000ns, 4.00}, {235089129316820ns, 1.33}, {235089135199000ns, 3.67}, {235089144297000ns, 6.00}, {235089146136443ns, 1.21}, {235089152923000ns, 5.79}, {235089160784000ns, 6.00}, {235089162955851ns, 1.66}, }; computeAndCheckAxisScrollVelocity(VelocityTracker::Strategy::IMPULSE, motions, {764.345703}); } // --------------- Recorded by hand on a Wear OS device using a rotating side button --------------- TEST_F(VelocityTrackerTest, AxisScrollVelocity_ScrollDown) { std::vector> motions = { {224598065152ns, -0.050100}, {224621871104ns, -0.133600}, {224645464064ns, -0.551100}, {224669171712ns, -0.801600}, {224687063040ns, -1.035400}, {224706691072ns, -0.484300}, {224738213888ns, -0.334000}, {224754401280ns, -0.083500}, }; computeAndCheckAxisScrollVelocity(VelocityTracker::Strategy::IMPULSE, motions, {-27.86}); } TEST_F(VelocityTrackerTest, AxisScrollVelocity_ScrollUp) { std::vector> motions = { {269606010880ns, 0.050100}, {269626064896ns, 0.217100}, {269641973760ns, 0.267200}, {269658079232ns, 0.267200}, {269674217472ns, 0.267200}, {269690683392ns, 0.367400}, {269706133504ns, 0.551100}, {269722173440ns, 0.501000}, }; computeAndCheckAxisScrollVelocity(VelocityTracker::Strategy::IMPULSE, motions, {31.92}); } TEST_F(VelocityTrackerTest, AxisScrollVelocity_ScrollDown_ThenUp_ThenDown) { std::vector> motions = { {2580534001664ns, -0.033400}, {2580549992448ns, -0.133600}, {2580566769664ns, -0.250500}, {2580581974016ns, -0.183700}, {2580597964800ns, -0.267200}, {2580613955584ns, -0.551100}, {2580635189248ns, -0.601200}, {2580661927936ns, -0.450900}, {2580683161600ns, -0.417500}, {2580705705984ns, -0.150300}, {2580722745344ns, -0.016700}, {2580786446336ns, 0.050100}, {2580801912832ns, 0.150300}, {2580822360064ns, 0.300600}, {2580838088704ns, 0.300600}, {2580854341632ns, 0.400800}, {2580869808128ns, 0.517700}, {2580886061056ns, 0.501000}, {2580905984000ns, 0.350700}, {2580921974784ns, 0.350700}, {2580937965568ns, 0.066800}, {2580974665728ns, 0.016700}, {2581034434560ns, -0.066800}, {2581049901056ns, -0.116900}, {2581070610432ns, -0.317300}, {2581086076928ns, -0.200400}, {2581101805568ns, -0.233800}, {2581118058496ns, -0.417500}, {2581134049280ns, -0.417500}, {2581150040064ns, -0.367400}, {2581166030848ns, -0.267200}, {2581181759488ns, -0.150300}, {2581199847424ns, -0.066800}, }; computeAndCheckAxisScrollVelocity(VelocityTracker::Strategy::IMPULSE, motions, {-9.73}); } // ------------------------------- Hand generated test cases --------------------------------------- TEST_F(VelocityTrackerTest, TestDefaultStrategyForAxisScroll) { std::vector> motions = { {10ms, 20}, {20ms, 25}, {30ms, 50}, {40ms, 100}, }; std::vector events = createAxisScrollMotionEventStream(motions); EXPECT_EQ(computeVelocity(VelocityTracker::Strategy::IMPULSE, events, AMOTION_EVENT_AXIS_SCROLL), computeVelocity(VelocityTracker::Strategy::DEFAULT, events, AMOTION_EVENT_AXIS_SCROLL)); } TEST_F(VelocityTrackerTest, AxisScrollVelocity_SimilarDifferentialValues) { std::vector> motions = {{1ns, 2.12}, {3ns, 2.12}, {7ns, 2.12}, {8ns, 2.12}, {15ns, 2.12}, {18ns, 2.12}}; computeAndCheckAxisScrollVelocity(VelocityTracker::Strategy::IMPULSE, motions, {1690236059.86}); } TEST_F(VelocityTrackerTest, AxisScrollVelocity_OnlyTwoValues) { std::vector> motions = {{1ms, 5}, {2ms, 10}}; computeAndCheckAxisScrollVelocity(VelocityTracker::Strategy::IMPULSE, motions, {10000}); } TEST_F(VelocityTrackerTest, AxisScrollVelocity_ConstantVelocity) { std::vector> motions = {{1ms, 20}, {2ms, 20}, {3ms, 20}, {4ms, 20}, {5ms, 20}, {6ms, 20}}; computeAndCheckAxisScrollVelocity(VelocityTracker::Strategy::IMPULSE, motions, {20000}); } TEST_F(VelocityTrackerTest, AxisScrollVelocity_NoMotion) { std::vector> motions = {{1ns, 0}, {2ns, 0}, {3ns, 0}, {4ns, 0}, {5ns, 0}, {6ns, 0}}; computeAndCheckAxisScrollVelocity(VelocityTracker::Strategy::IMPULSE, motions, {0}); } TEST_F(VelocityTrackerTest, AxisScrollVelocity_NoData) { std::vector> motions = {}; computeAndCheckAxisScrollVelocity(VelocityTracker::Strategy::IMPULSE, motions, std::nullopt); } } // namespace android