|  | /* | 
|  | * Copyright (C) 2022 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 "UnwantedInteractionBlocker" | 
|  | #include "UnwantedInteractionBlocker.h" | 
|  |  | 
|  | #include <android-base/stringprintf.h> | 
|  | #include <input/PrintTools.h> | 
|  | #include <inttypes.h> | 
|  | #include <linux/input-event-codes.h> | 
|  | #include <linux/input.h> | 
|  | #include <server_configurable_flags/get_flags.h> | 
|  |  | 
|  | #include "ui/events/ozone/evdev/touch_filter/neural_stylus_palm_detection_filter.h" | 
|  | #include "ui/events/ozone/evdev/touch_filter/palm_model/onedevice_train_palm_detection_filter_model.h" | 
|  |  | 
|  | using android::base::StringPrintf; | 
|  |  | 
|  | /** | 
|  | * This type is declared here to ensure consistency between the instantiated type (used in the | 
|  | * constructor via std::make_unique) and the cast-to type (used in PalmRejector::dump() with | 
|  | * static_cast). Due to the lack of rtti support, dynamic_cast is not available, so this can't be | 
|  | * checked at runtime to avoid undefined behaviour. | 
|  | */ | 
|  | using PalmFilterImplementation = ::ui::NeuralStylusPalmDetectionFilter; | 
|  |  | 
|  | namespace android { | 
|  |  | 
|  | /** | 
|  | * Log detailed debug messages about each inbound motion event notification to the blocker. | 
|  | * Enable this via "adb shell setprop log.tag.UnwantedInteractionBlockerInboundMotion DEBUG" | 
|  | * (requires restart) | 
|  | */ | 
|  | const bool DEBUG_INBOUND_MOTION = | 
|  | __android_log_is_loggable(ANDROID_LOG_DEBUG, LOG_TAG "InboundMotion", ANDROID_LOG_INFO); | 
|  |  | 
|  | /** | 
|  | * Log detailed debug messages about each outbound motion event processed by the blocker. | 
|  | * Enable this via "adb shell setprop log.tag.UnwantedInteractionBlockerOutboundMotion DEBUG" | 
|  | * (requires restart) | 
|  | */ | 
|  | const bool DEBUG_OUTBOUND_MOTION = | 
|  | __android_log_is_loggable(ANDROID_LOG_DEBUG, LOG_TAG "OutboundMotion", ANDROID_LOG_INFO); | 
|  |  | 
|  | /** | 
|  | * Log the data sent to the model and received back from the model. | 
|  | * Enable this via "adb shell setprop log.tag.UnwantedInteractionBlockerModel DEBUG" | 
|  | * (requires restart) | 
|  | */ | 
|  | const bool DEBUG_MODEL = | 
|  | __android_log_is_loggable(ANDROID_LOG_DEBUG, LOG_TAG "Model", ANDROID_LOG_INFO); | 
|  |  | 
|  | // Category (=namespace) name for the input settings that are applied at boot time | 
|  | static const char* INPUT_NATIVE_BOOT = "input_native_boot"; | 
|  | /** | 
|  | * Feature flag name. This flag determines whether palm rejection is enabled. To enable, specify | 
|  | * 'true' (not case sensitive) or '1'. To disable, specify any other value. | 
|  | */ | 
|  | static const char* PALM_REJECTION_ENABLED = "palm_rejection_enabled"; | 
|  |  | 
|  | static std::string toLower(std::string s) { | 
|  | std::transform(s.begin(), s.end(), s.begin(), [](unsigned char c) { return std::tolower(c); }); | 
|  | return s; | 
|  | } | 
|  |  | 
|  | static bool isFromTouchscreen(int32_t source) { | 
|  | return isFromSource(source, AINPUT_SOURCE_TOUCHSCREEN); | 
|  | } | 
|  |  | 
|  | static ::base::TimeTicks toChromeTimestamp(nsecs_t eventTime) { | 
|  | return ::base::TimeTicks::UnixEpoch() + ::base::TimeDelta::FromNanosecondsD(eventTime); | 
|  | } | 
|  |  | 
|  | /** | 
|  | * Return true if palm rejection is enabled via the server configurable flags. Return false | 
|  | * otherwise. | 
|  | */ | 
|  | static bool isPalmRejectionEnabled() { | 
|  | std::string value = toLower( | 
|  | server_configurable_flags::GetServerConfigurableFlag(INPUT_NATIVE_BOOT, | 
|  | PALM_REJECTION_ENABLED, "0")); | 
|  | if (value == "1") { | 
|  | return true; | 
|  | } | 
|  | return false; | 
|  | } | 
|  |  | 
|  | static int getLinuxToolCode(int toolType) { | 
|  | switch (toolType) { | 
|  | case AMOTION_EVENT_TOOL_TYPE_STYLUS: | 
|  | return BTN_TOOL_PEN; | 
|  | case AMOTION_EVENT_TOOL_TYPE_ERASER: | 
|  | return BTN_TOOL_RUBBER; | 
|  | case AMOTION_EVENT_TOOL_TYPE_FINGER: | 
|  | return BTN_TOOL_FINGER; | 
|  | default: | 
|  | ALOGW("Got tool type %" PRId32 ", converting to BTN_TOOL_FINGER", toolType); | 
|  | return BTN_TOOL_FINGER; | 
|  | } | 
|  | } | 
|  |  | 
|  | static int32_t getActionUpForPointerId(const NotifyMotionArgs& args, int32_t pointerId) { | 
|  | for (size_t i = 0; i < args.pointerCount; i++) { | 
|  | if (pointerId == args.pointerProperties[i].id) { | 
|  | return AMOTION_EVENT_ACTION_POINTER_UP | | 
|  | (i << AMOTION_EVENT_ACTION_POINTER_INDEX_SHIFT); | 
|  | } | 
|  | } | 
|  | LOG_ALWAYS_FATAL("Can't find pointerId %" PRId32 " in %s", pointerId, args.dump().c_str()); | 
|  | } | 
|  |  | 
|  | /** | 
|  | * Find the action for individual pointer at the given pointer index. | 
|  | * This is always equal to MotionEvent::getActionMasked, except for | 
|  | * POINTER_UP or POINTER_DOWN events. For example, in a POINTER_UP event, the action for | 
|  | * the active pointer is ACTION_POINTER_UP, while the action for the other pointers is ACTION_MOVE. | 
|  | */ | 
|  | static int32_t resolveActionForPointer(uint8_t pointerIndex, int32_t action) { | 
|  | const int32_t actionMasked = MotionEvent::getActionMasked(action); | 
|  | if (actionMasked != AMOTION_EVENT_ACTION_POINTER_DOWN && | 
|  | actionMasked != AMOTION_EVENT_ACTION_POINTER_UP) { | 
|  | return actionMasked; | 
|  | } | 
|  | // This is a POINTER_DOWN or POINTER_UP event | 
|  | const uint8_t actionIndex = MotionEvent::getActionIndex(action); | 
|  | if (pointerIndex == actionIndex) { | 
|  | return actionMasked; | 
|  | } | 
|  | // When POINTER_DOWN or POINTER_UP happens, it's actually a MOVE for all of the other | 
|  | // pointers | 
|  | return AMOTION_EVENT_ACTION_MOVE; | 
|  | } | 
|  |  | 
|  | NotifyMotionArgs removePointerIds(const NotifyMotionArgs& args, | 
|  | const std::set<int32_t>& pointerIds) { | 
|  | const uint8_t actionIndex = MotionEvent::getActionIndex(args.action); | 
|  | const int32_t actionMasked = MotionEvent::getActionMasked(args.action); | 
|  | const bool isPointerUpOrDownAction = actionMasked == AMOTION_EVENT_ACTION_POINTER_DOWN || | 
|  | actionMasked == AMOTION_EVENT_ACTION_POINTER_UP; | 
|  |  | 
|  | NotifyMotionArgs newArgs{args}; | 
|  | newArgs.pointerCount = 0; | 
|  | int32_t newActionIndex = 0; | 
|  | for (uint32_t i = 0; i < args.pointerCount; i++) { | 
|  | const int32_t pointerId = args.pointerProperties[i].id; | 
|  | if (pointerIds.find(pointerId) != pointerIds.end()) { | 
|  | // skip this pointer | 
|  | if (isPointerUpOrDownAction && i == actionIndex) { | 
|  | // The active pointer is being removed, so the action is no longer valid. | 
|  | // Set the action to 'UNKNOWN' here. The caller is responsible for updating this | 
|  | // action later to a proper value. | 
|  | newArgs.action = ACTION_UNKNOWN; | 
|  | } | 
|  | continue; | 
|  | } | 
|  | newArgs.pointerProperties[newArgs.pointerCount].copyFrom(args.pointerProperties[i]); | 
|  | newArgs.pointerCoords[newArgs.pointerCount].copyFrom(args.pointerCoords[i]); | 
|  | if (i == actionIndex) { | 
|  | newActionIndex = newArgs.pointerCount; | 
|  | } | 
|  | newArgs.pointerCount++; | 
|  | } | 
|  | // Update POINTER_DOWN or POINTER_UP actions | 
|  | if (isPointerUpOrDownAction && newArgs.action != ACTION_UNKNOWN) { | 
|  | newArgs.action = | 
|  | actionMasked | (newActionIndex << AMOTION_EVENT_ACTION_POINTER_INDEX_SHIFT); | 
|  | // Convert POINTER_DOWN and POINTER_UP to DOWN and UP if there's only 1 pointer remaining | 
|  | if (newArgs.pointerCount == 1) { | 
|  | if (actionMasked == AMOTION_EVENT_ACTION_POINTER_DOWN) { | 
|  | newArgs.action = AMOTION_EVENT_ACTION_DOWN; | 
|  | } else if (actionMasked == AMOTION_EVENT_ACTION_POINTER_UP) { | 
|  | newArgs.action = AMOTION_EVENT_ACTION_UP; | 
|  | } | 
|  | } | 
|  | } | 
|  | return newArgs; | 
|  | } | 
|  |  | 
|  | /** | 
|  | * Remove stylus pointers from the provided NotifyMotionArgs. | 
|  | * | 
|  | * Return NotifyMotionArgs where the stylus pointers have been removed. | 
|  | * If this results in removal of the active pointer, then return nullopt. | 
|  | */ | 
|  | static std::optional<NotifyMotionArgs> removeStylusPointerIds(const NotifyMotionArgs& args) { | 
|  | std::set<int32_t> stylusPointerIds; | 
|  | for (uint32_t i = 0; i < args.pointerCount; i++) { | 
|  | if (isStylusToolType(args.pointerProperties[i].toolType)) { | 
|  | stylusPointerIds.insert(args.pointerProperties[i].id); | 
|  | } | 
|  | } | 
|  | NotifyMotionArgs withoutStylusPointers = removePointerIds(args, stylusPointerIds); | 
|  | if (withoutStylusPointers.pointerCount == 0 || withoutStylusPointers.action == ACTION_UNKNOWN) { | 
|  | return std::nullopt; | 
|  | } | 
|  | return withoutStylusPointers; | 
|  | } | 
|  |  | 
|  | std::optional<AndroidPalmFilterDeviceInfo> createPalmFilterDeviceInfo( | 
|  | const InputDeviceInfo& deviceInfo) { | 
|  | if (!isFromTouchscreen(deviceInfo.getSources())) { | 
|  | return std::nullopt; | 
|  | } | 
|  | AndroidPalmFilterDeviceInfo out; | 
|  | const InputDeviceInfo::MotionRange* axisX = | 
|  | deviceInfo.getMotionRange(AMOTION_EVENT_AXIS_X, AINPUT_SOURCE_TOUCHSCREEN); | 
|  | if (axisX != nullptr) { | 
|  | out.max_x = axisX->max; | 
|  | out.x_res = axisX->resolution; | 
|  | } else { | 
|  | ALOGW("Palm rejection is disabled for %s because AXIS_X is not supported", | 
|  | deviceInfo.getDisplayName().c_str()); | 
|  | return std::nullopt; | 
|  | } | 
|  | const InputDeviceInfo::MotionRange* axisY = | 
|  | deviceInfo.getMotionRange(AMOTION_EVENT_AXIS_Y, AINPUT_SOURCE_TOUCHSCREEN); | 
|  | if (axisY != nullptr) { | 
|  | out.max_y = axisY->max; | 
|  | out.y_res = axisY->resolution; | 
|  | } else { | 
|  | ALOGW("Palm rejection is disabled for %s because AXIS_Y is not supported", | 
|  | deviceInfo.getDisplayName().c_str()); | 
|  | return std::nullopt; | 
|  | } | 
|  | const InputDeviceInfo::MotionRange* axisMajor = | 
|  | deviceInfo.getMotionRange(AMOTION_EVENT_AXIS_TOUCH_MAJOR, AINPUT_SOURCE_TOUCHSCREEN); | 
|  | if (axisMajor != nullptr) { | 
|  | out.major_radius_res = axisMajor->resolution; | 
|  | out.touch_major_res = axisMajor->resolution; | 
|  | } else { | 
|  | return std::nullopt; | 
|  | } | 
|  | const InputDeviceInfo::MotionRange* axisMinor = | 
|  | deviceInfo.getMotionRange(AMOTION_EVENT_AXIS_TOUCH_MINOR, AINPUT_SOURCE_TOUCHSCREEN); | 
|  | if (axisMinor != nullptr) { | 
|  | out.minor_radius_res = axisMinor->resolution; | 
|  | out.touch_minor_res = axisMinor->resolution; | 
|  | out.minor_radius_supported = true; | 
|  | } else { | 
|  | out.minor_radius_supported = false; | 
|  | } | 
|  |  | 
|  | return out; | 
|  | } | 
|  |  | 
|  | /** | 
|  | * Synthesize CANCEL events for any new pointers that should be canceled, while removing pointers | 
|  | * that have already been canceled. | 
|  | * The flow of the function is as follows: | 
|  | * 1. Remove all already canceled pointers | 
|  | * 2. Cancel all newly suppressed pointers | 
|  | * 3. Decide what to do with the current event : keep it, or drop it | 
|  | * The pointers can never be "unsuppressed": once a pointer is canceled, it will never become valid. | 
|  | */ | 
|  | std::vector<NotifyMotionArgs> cancelSuppressedPointers( | 
|  | const NotifyMotionArgs& args, const std::set<int32_t>& oldSuppressedPointerIds, | 
|  | const std::set<int32_t>& newSuppressedPointerIds) { | 
|  | LOG_ALWAYS_FATAL_IF(args.pointerCount == 0, "0 pointers in %s", args.dump().c_str()); | 
|  |  | 
|  | // First, let's remove the old suppressed pointers. They've already been canceled previously. | 
|  | NotifyMotionArgs oldArgs = removePointerIds(args, oldSuppressedPointerIds); | 
|  |  | 
|  | // Cancel any newly suppressed pointers. | 
|  | std::vector<NotifyMotionArgs> out; | 
|  | const int32_t activePointerId = | 
|  | args.pointerProperties[MotionEvent::getActionIndex(args.action)].id; | 
|  | const int32_t actionMasked = MotionEvent::getActionMasked(args.action); | 
|  | // We will iteratively remove pointers from 'removedArgs'. | 
|  | NotifyMotionArgs removedArgs{oldArgs}; | 
|  | for (uint32_t i = 0; i < oldArgs.pointerCount; i++) { | 
|  | const int32_t pointerId = oldArgs.pointerProperties[i].id; | 
|  | if (newSuppressedPointerIds.find(pointerId) == newSuppressedPointerIds.end()) { | 
|  | // This is a pointer that should not be canceled. Move on. | 
|  | continue; | 
|  | } | 
|  | if (pointerId == activePointerId && actionMasked == AMOTION_EVENT_ACTION_POINTER_DOWN) { | 
|  | // Remove this pointer, but don't cancel it. We'll just not send the POINTER_DOWN event | 
|  | removedArgs = removePointerIds(removedArgs, {pointerId}); | 
|  | continue; | 
|  | } | 
|  |  | 
|  | if (removedArgs.pointerCount == 1) { | 
|  | // We are about to remove the last pointer, which means there will be no more gesture | 
|  | // remaining. This is identical to canceling all pointers, so just send a single CANCEL | 
|  | // event, without any of the preceding POINTER_UP with FLAG_CANCELED events. | 
|  | oldArgs.flags |= AMOTION_EVENT_FLAG_CANCELED; | 
|  | oldArgs.action = AMOTION_EVENT_ACTION_CANCEL; | 
|  | return {oldArgs}; | 
|  | } | 
|  | // Cancel the current pointer | 
|  | out.push_back(removedArgs); | 
|  | out.back().flags |= AMOTION_EVENT_FLAG_CANCELED; | 
|  | out.back().action = getActionUpForPointerId(out.back(), pointerId); | 
|  |  | 
|  | // Remove the newly canceled pointer from the args | 
|  | removedArgs = removePointerIds(removedArgs, {pointerId}); | 
|  | } | 
|  |  | 
|  | // Now 'removedArgs' contains only pointers that are valid. | 
|  | if (removedArgs.pointerCount <= 0 || removedArgs.action == ACTION_UNKNOWN) { | 
|  | return out; | 
|  | } | 
|  | out.push_back(removedArgs); | 
|  | return out; | 
|  | } | 
|  |  | 
|  | UnwantedInteractionBlocker::UnwantedInteractionBlocker(InputListenerInterface& listener) | 
|  | : UnwantedInteractionBlocker(listener, isPalmRejectionEnabled()){}; | 
|  |  | 
|  | UnwantedInteractionBlocker::UnwantedInteractionBlocker(InputListenerInterface& listener, | 
|  | bool enablePalmRejection) | 
|  | : mQueuedListener(listener), mEnablePalmRejection(enablePalmRejection) {} | 
|  |  | 
|  | void UnwantedInteractionBlocker::notifyConfigurationChanged( | 
|  | const NotifyConfigurationChangedArgs* args) { | 
|  | mQueuedListener.notifyConfigurationChanged(args); | 
|  | mQueuedListener.flush(); | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::notifyKey(const NotifyKeyArgs* args) { | 
|  | mQueuedListener.notifyKey(args); | 
|  | mQueuedListener.flush(); | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::notifyMotion(const NotifyMotionArgs* args) { | 
|  | ALOGD_IF(DEBUG_INBOUND_MOTION, "%s: %s", __func__, args->dump().c_str()); | 
|  | { // acquire lock | 
|  | std::scoped_lock lock(mLock); | 
|  | const std::vector<NotifyMotionArgs> processedArgs = | 
|  | mPreferStylusOverTouchBlocker.processMotion(*args); | 
|  | for (const NotifyMotionArgs& loopArgs : processedArgs) { | 
|  | notifyMotionLocked(&loopArgs); | 
|  | } | 
|  | } // release lock | 
|  |  | 
|  | // Call out to the next stage without holding the lock | 
|  | mQueuedListener.flush(); | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::enqueueOutboundMotionLocked(const NotifyMotionArgs& args) { | 
|  | ALOGD_IF(DEBUG_OUTBOUND_MOTION, "%s: %s", __func__, args.dump().c_str()); | 
|  | mQueuedListener.notifyMotion(&args); | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::notifyMotionLocked(const NotifyMotionArgs* args) { | 
|  | auto it = mPalmRejectors.find(args->deviceId); | 
|  | const bool sendToPalmRejector = it != mPalmRejectors.end() && isFromTouchscreen(args->source); | 
|  | if (!sendToPalmRejector) { | 
|  | enqueueOutboundMotionLocked(*args); | 
|  | return; | 
|  | } | 
|  |  | 
|  | std::vector<NotifyMotionArgs> processedArgs = it->second.processMotion(*args); | 
|  | for (const NotifyMotionArgs& loopArgs : processedArgs) { | 
|  | enqueueOutboundMotionLocked(loopArgs); | 
|  | } | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::notifySwitch(const NotifySwitchArgs* args) { | 
|  | mQueuedListener.notifySwitch(args); | 
|  | mQueuedListener.flush(); | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::notifySensor(const NotifySensorArgs* args) { | 
|  | mQueuedListener.notifySensor(args); | 
|  | mQueuedListener.flush(); | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::notifyVibratorState(const NotifyVibratorStateArgs* args) { | 
|  | mQueuedListener.notifyVibratorState(args); | 
|  | mQueuedListener.flush(); | 
|  | } | 
|  | void UnwantedInteractionBlocker::notifyDeviceReset(const NotifyDeviceResetArgs* args) { | 
|  | { // acquire lock | 
|  | std::scoped_lock lock(mLock); | 
|  | auto it = mPalmRejectors.find(args->deviceId); | 
|  | if (it != mPalmRejectors.end()) { | 
|  | AndroidPalmFilterDeviceInfo info = it->second.getPalmFilterDeviceInfo(); | 
|  | // Re-create the object instead of resetting it | 
|  | mPalmRejectors.erase(it); | 
|  | mPalmRejectors.emplace(args->deviceId, info); | 
|  | } | 
|  | mQueuedListener.notifyDeviceReset(args); | 
|  | mPreferStylusOverTouchBlocker.notifyDeviceReset(*args); | 
|  | } // release lock | 
|  | // Send events to the next stage without holding the lock | 
|  | mQueuedListener.flush(); | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::notifyPointerCaptureChanged( | 
|  | const NotifyPointerCaptureChangedArgs* args) { | 
|  | mQueuedListener.notifyPointerCaptureChanged(args); | 
|  | mQueuedListener.flush(); | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::notifyInputDevicesChanged( | 
|  | const std::vector<InputDeviceInfo>& inputDevices) { | 
|  | std::scoped_lock lock(mLock); | 
|  | if (!mEnablePalmRejection) { | 
|  | // Palm rejection is disabled. Don't create any palm rejector objects. | 
|  | return; | 
|  | } | 
|  |  | 
|  | // Let's see which of the existing devices didn't change, so that we can keep them | 
|  | // and prevent event stream disruption | 
|  | std::set<int32_t /*deviceId*/> devicesToKeep; | 
|  | for (const InputDeviceInfo& device : inputDevices) { | 
|  | std::optional<AndroidPalmFilterDeviceInfo> info = createPalmFilterDeviceInfo(device); | 
|  | if (!info) { | 
|  | continue; | 
|  | } | 
|  |  | 
|  | auto [it, emplaced] = mPalmRejectors.try_emplace(device.getId(), *info); | 
|  | if (!emplaced && *info != it->second.getPalmFilterDeviceInfo()) { | 
|  | // Re-create the PalmRejector because the device info has changed. | 
|  | mPalmRejectors.erase(it); | 
|  | mPalmRejectors.emplace(device.getId(), *info); | 
|  | } | 
|  | devicesToKeep.insert(device.getId()); | 
|  | } | 
|  | // Delete all devices that we don't need to keep | 
|  | std::erase_if(mPalmRejectors, [&devicesToKeep](const auto& item) { | 
|  | auto const& [deviceId, _] = item; | 
|  | return devicesToKeep.find(deviceId) == devicesToKeep.end(); | 
|  | }); | 
|  | mPreferStylusOverTouchBlocker.notifyInputDevicesChanged(inputDevices); | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::dump(std::string& dump) { | 
|  | std::scoped_lock lock(mLock); | 
|  | dump += "UnwantedInteractionBlocker:\n"; | 
|  | dump += "  mPreferStylusOverTouchBlocker:\n"; | 
|  | dump += addLinePrefix(mPreferStylusOverTouchBlocker.dump(), "    "); | 
|  | dump += StringPrintf("  mEnablePalmRejection: %s\n", | 
|  | std::to_string(mEnablePalmRejection).c_str()); | 
|  | dump += StringPrintf("  isPalmRejectionEnabled (flag value): %s\n", | 
|  | std::to_string(isPalmRejectionEnabled()).c_str()); | 
|  | dump += mPalmRejectors.empty() ? "  mPalmRejectors: None\n" : "  mPalmRejectors:\n"; | 
|  | for (const auto& [deviceId, palmRejector] : mPalmRejectors) { | 
|  | dump += StringPrintf("    deviceId = %" PRId32 ":\n", deviceId); | 
|  | dump += addLinePrefix(palmRejector.dump(), "      "); | 
|  | } | 
|  | } | 
|  |  | 
|  | void UnwantedInteractionBlocker::monitor() { | 
|  | std::scoped_lock lock(mLock); | 
|  | } | 
|  |  | 
|  | UnwantedInteractionBlocker::~UnwantedInteractionBlocker() {} | 
|  |  | 
|  | void SlotState::update(const NotifyMotionArgs& args) { | 
|  | for (size_t i = 0; i < args.pointerCount; i++) { | 
|  | const int32_t pointerId = args.pointerProperties[i].id; | 
|  | const int32_t resolvedAction = resolveActionForPointer(i, args.action); | 
|  | processPointerId(pointerId, resolvedAction); | 
|  | } | 
|  | } | 
|  |  | 
|  | size_t SlotState::findUnusedSlot() const { | 
|  | size_t unusedSlot = 0; | 
|  | // Since the collection is ordered, we can rely on the in-order traversal | 
|  | for (const auto& [slot, trackingId] : mPointerIdsBySlot) { | 
|  | if (unusedSlot != slot) { | 
|  | break; | 
|  | } | 
|  | unusedSlot++; | 
|  | } | 
|  | return unusedSlot; | 
|  | } | 
|  |  | 
|  | void SlotState::processPointerId(int pointerId, int32_t actionMasked) { | 
|  | switch (MotionEvent::getActionMasked(actionMasked)) { | 
|  | case AMOTION_EVENT_ACTION_DOWN: | 
|  | case AMOTION_EVENT_ACTION_POINTER_DOWN: | 
|  | case AMOTION_EVENT_ACTION_HOVER_ENTER: { | 
|  | // New pointer going down | 
|  | size_t newSlot = findUnusedSlot(); | 
|  | mPointerIdsBySlot[newSlot] = pointerId; | 
|  | mSlotsByPointerId[pointerId] = newSlot; | 
|  | return; | 
|  | } | 
|  | case AMOTION_EVENT_ACTION_MOVE: | 
|  | case AMOTION_EVENT_ACTION_HOVER_MOVE: { | 
|  | return; | 
|  | } | 
|  | case AMOTION_EVENT_ACTION_CANCEL: | 
|  | case AMOTION_EVENT_ACTION_POINTER_UP: | 
|  | case AMOTION_EVENT_ACTION_UP: | 
|  | case AMOTION_EVENT_ACTION_HOVER_EXIT: { | 
|  | auto it = mSlotsByPointerId.find(pointerId); | 
|  | LOG_ALWAYS_FATAL_IF(it == mSlotsByPointerId.end()); | 
|  | size_t slot = it->second; | 
|  | // Erase this pointer from both collections | 
|  | mPointerIdsBySlot.erase(slot); | 
|  | mSlotsByPointerId.erase(pointerId); | 
|  | return; | 
|  | } | 
|  | } | 
|  | LOG_ALWAYS_FATAL("Unhandled action : %s", MotionEvent::actionToString(actionMasked).c_str()); | 
|  | return; | 
|  | } | 
|  |  | 
|  | std::optional<size_t> SlotState::getSlotForPointerId(int32_t pointerId) const { | 
|  | auto it = mSlotsByPointerId.find(pointerId); | 
|  | if (it == mSlotsByPointerId.end()) { | 
|  | return std::nullopt; | 
|  | } | 
|  | return it->second; | 
|  | } | 
|  |  | 
|  | std::string SlotState::dump() const { | 
|  | std::string out = "mSlotsByPointerId:\n"; | 
|  | out += addLinePrefix(dumpMap(mSlotsByPointerId), "  ") + "\n"; | 
|  | out += "mPointerIdsBySlot:\n"; | 
|  | out += addLinePrefix(dumpMap(mPointerIdsBySlot), "  ") + "\n"; | 
|  | return out; | 
|  | } | 
|  |  | 
|  | class AndroidPalmRejectionModel : public ::ui::OneDeviceTrainNeuralStylusPalmDetectionFilterModel { | 
|  | public: | 
|  | AndroidPalmRejectionModel() | 
|  | : ::ui::OneDeviceTrainNeuralStylusPalmDetectionFilterModel(/*default version*/ "", | 
|  | std::vector<float>()) { | 
|  | config_.resample_period = ::ui::kResamplePeriod; | 
|  | } | 
|  | }; | 
|  |  | 
|  | PalmRejector::PalmRejector(const AndroidPalmFilterDeviceInfo& info, | 
|  | std::unique_ptr<::ui::PalmDetectionFilter> filter) | 
|  | : mSharedPalmState(std::make_unique<::ui::SharedPalmDetectionFilterState>()), | 
|  | mDeviceInfo(info), | 
|  | mPalmDetectionFilter(std::move(filter)) { | 
|  | if (mPalmDetectionFilter != nullptr) { | 
|  | // This path is used for testing. Non-testing invocations should let this constructor | 
|  | // create a real PalmDetectionFilter | 
|  | return; | 
|  | } | 
|  | std::unique_ptr<::ui::NeuralStylusPalmDetectionFilterModel> model = | 
|  | std::make_unique<AndroidPalmRejectionModel>(); | 
|  | mPalmDetectionFilter = std::make_unique<PalmFilterImplementation>(mDeviceInfo, std::move(model), | 
|  | mSharedPalmState.get()); | 
|  | } | 
|  |  | 
|  | std::vector<::ui::InProgressTouchEvdev> getTouches(const NotifyMotionArgs& args, | 
|  | const AndroidPalmFilterDeviceInfo& deviceInfo, | 
|  | const SlotState& oldSlotState, | 
|  | const SlotState& newSlotState) { | 
|  | std::vector<::ui::InProgressTouchEvdev> touches; | 
|  |  | 
|  | for (size_t i = 0; i < args.pointerCount; i++) { | 
|  | const int32_t pointerId = args.pointerProperties[i].id; | 
|  | touches.emplace_back(::ui::InProgressTouchEvdev()); | 
|  | touches.back().major = args.pointerCoords[i].getAxisValue(AMOTION_EVENT_AXIS_TOUCH_MAJOR); | 
|  | touches.back().minor = args.pointerCoords[i].getAxisValue(AMOTION_EVENT_AXIS_TOUCH_MINOR); | 
|  | // The field 'tool_type' is not used for palm rejection | 
|  |  | 
|  | // Whether there is new information for the touch. | 
|  | touches.back().altered = true; | 
|  |  | 
|  | // Whether the touch was cancelled. Touch events should be ignored till a | 
|  | // new touch is initiated. | 
|  | touches.back().was_cancelled = false; | 
|  |  | 
|  | // Whether the touch is going to be canceled. | 
|  | touches.back().cancelled = false; | 
|  |  | 
|  | // Whether the touch is delayed at first appearance. Will not be reported yet. | 
|  | touches.back().delayed = false; | 
|  |  | 
|  | // Whether the touch was delayed before. | 
|  | touches.back().was_delayed = false; | 
|  |  | 
|  | // Whether the touch is held until end or no longer held. | 
|  | touches.back().held = false; | 
|  |  | 
|  | // Whether this touch was held before being sent. | 
|  | touches.back().was_held = false; | 
|  |  | 
|  | const int32_t resolvedAction = resolveActionForPointer(i, args.action); | 
|  | const bool isDown = resolvedAction == AMOTION_EVENT_ACTION_POINTER_DOWN || | 
|  | resolvedAction == AMOTION_EVENT_ACTION_DOWN; | 
|  | touches.back().was_touching = !isDown; | 
|  |  | 
|  | const bool isUpOrCancel = resolvedAction == AMOTION_EVENT_ACTION_CANCEL || | 
|  | resolvedAction == AMOTION_EVENT_ACTION_UP || | 
|  | resolvedAction == AMOTION_EVENT_ACTION_POINTER_UP; | 
|  |  | 
|  | touches.back().x = args.pointerCoords[i].getAxisValue(AMOTION_EVENT_AXIS_X); | 
|  | touches.back().y = args.pointerCoords[i].getAxisValue(AMOTION_EVENT_AXIS_Y); | 
|  |  | 
|  | std::optional<size_t> slot = newSlotState.getSlotForPointerId(pointerId); | 
|  | if (!slot) { | 
|  | slot = oldSlotState.getSlotForPointerId(pointerId); | 
|  | } | 
|  | LOG_ALWAYS_FATAL_IF(!slot, "Could not find slot for pointer %d", pointerId); | 
|  | touches.back().slot = *slot; | 
|  | touches.back().tracking_id = (!isUpOrCancel) ? pointerId : -1; | 
|  | touches.back().touching = !isUpOrCancel; | 
|  |  | 
|  | // The fields 'radius_x' and 'radius_x' are not used for palm rejection | 
|  | touches.back().pressure = args.pointerCoords[i].getAxisValue(AMOTION_EVENT_AXIS_PRESSURE); | 
|  | touches.back().tool_code = getLinuxToolCode(args.pointerProperties[i].toolType); | 
|  | // The field 'orientation' is not used for palm rejection | 
|  | // The fields 'tilt_x' and 'tilt_y' are not used for palm rejection | 
|  | // The field 'reported_tool_type' is not used for palm rejection | 
|  | touches.back().stylus_button = false; | 
|  | } | 
|  | return touches; | 
|  | } | 
|  |  | 
|  | std::set<int32_t> PalmRejector::detectPalmPointers(const NotifyMotionArgs& args) { | 
|  | std::bitset<::ui::kNumTouchEvdevSlots> slotsToHold; | 
|  | std::bitset<::ui::kNumTouchEvdevSlots> slotsToSuppress; | 
|  |  | 
|  | // Store the slot state before we call getTouches and update it. This way, we can find | 
|  | // the slots that have been removed due to the incoming event. | 
|  | SlotState oldSlotState = mSlotState; | 
|  | mSlotState.update(args); | 
|  |  | 
|  | std::vector<::ui::InProgressTouchEvdev> touches = | 
|  | getTouches(args, mDeviceInfo, oldSlotState, mSlotState); | 
|  | ::base::TimeTicks chromeTimestamp = toChromeTimestamp(args.eventTime); | 
|  |  | 
|  | if (DEBUG_MODEL) { | 
|  | std::stringstream touchesStream; | 
|  | for (const ::ui::InProgressTouchEvdev& touch : touches) { | 
|  | touchesStream << touch.tracking_id << " : " << touch << "\n"; | 
|  | } | 
|  | ALOGD("Filter: touches = %s", touchesStream.str().c_str()); | 
|  | } | 
|  |  | 
|  | mPalmDetectionFilter->Filter(touches, chromeTimestamp, &slotsToHold, &slotsToSuppress); | 
|  |  | 
|  | ALOGD_IF(DEBUG_MODEL, "Response: slotsToHold = %s, slotsToSuppress = %s", | 
|  | slotsToHold.to_string().c_str(), slotsToSuppress.to_string().c_str()); | 
|  |  | 
|  | // Now that we know which slots should be suppressed, let's convert those to pointer id's. | 
|  | std::set<int32_t> newSuppressedIds; | 
|  | for (size_t i = 0; i < args.pointerCount; i++) { | 
|  | const int32_t pointerId = args.pointerProperties[i].id; | 
|  | std::optional<size_t> slot = oldSlotState.getSlotForPointerId(pointerId); | 
|  | if (!slot) { | 
|  | slot = mSlotState.getSlotForPointerId(pointerId); | 
|  | LOG_ALWAYS_FATAL_IF(!slot, "Could not find slot for pointer id %" PRId32, pointerId); | 
|  | } | 
|  | if (slotsToSuppress.test(*slot)) { | 
|  | newSuppressedIds.insert(pointerId); | 
|  | } | 
|  | } | 
|  | return newSuppressedIds; | 
|  | } | 
|  |  | 
|  | std::vector<NotifyMotionArgs> PalmRejector::processMotion(const NotifyMotionArgs& args) { | 
|  | if (mPalmDetectionFilter == nullptr) { | 
|  | return {args}; | 
|  | } | 
|  | const bool skipThisEvent = args.action == AMOTION_EVENT_ACTION_HOVER_ENTER || | 
|  | args.action == AMOTION_EVENT_ACTION_HOVER_MOVE || | 
|  | args.action == AMOTION_EVENT_ACTION_HOVER_EXIT || | 
|  | args.action == AMOTION_EVENT_ACTION_BUTTON_PRESS || | 
|  | args.action == AMOTION_EVENT_ACTION_BUTTON_RELEASE || | 
|  | args.action == AMOTION_EVENT_ACTION_SCROLL; | 
|  | if (skipThisEvent) { | 
|  | // Lets not process hover events, button events, or scroll for now. | 
|  | return {args}; | 
|  | } | 
|  | if (args.action == AMOTION_EVENT_ACTION_DOWN) { | 
|  | mSuppressedPointerIds.clear(); | 
|  | } | 
|  |  | 
|  | std::set<int32_t> oldSuppressedIds; | 
|  | std::swap(oldSuppressedIds, mSuppressedPointerIds); | 
|  |  | 
|  | std::optional<NotifyMotionArgs> touchOnlyArgs = removeStylusPointerIds(args); | 
|  | if (touchOnlyArgs) { | 
|  | mSuppressedPointerIds = detectPalmPointers(*touchOnlyArgs); | 
|  | } else { | 
|  | // This is a stylus-only event. | 
|  | // We can skip this event and just keep the suppressed pointer ids the same as before. | 
|  | mSuppressedPointerIds = oldSuppressedIds; | 
|  | } | 
|  |  | 
|  | std::vector<NotifyMotionArgs> argsWithoutUnwantedPointers = | 
|  | cancelSuppressedPointers(args, oldSuppressedIds, mSuppressedPointerIds); | 
|  | for (const NotifyMotionArgs& checkArgs : argsWithoutUnwantedPointers) { | 
|  | LOG_ALWAYS_FATAL_IF(checkArgs.action == ACTION_UNKNOWN, "%s", checkArgs.dump().c_str()); | 
|  | } | 
|  |  | 
|  | // Only log if new pointers are getting rejected. That means mSuppressedPointerIds is not a | 
|  | // subset of oldSuppressedIds. | 
|  | if (!std::includes(oldSuppressedIds.begin(), oldSuppressedIds.end(), | 
|  | mSuppressedPointerIds.begin(), mSuppressedPointerIds.end())) { | 
|  | ALOGI("Palm detected, removing pointer ids %s after %" PRId64 "ms from %s", | 
|  | dumpSet(mSuppressedPointerIds).c_str(), ns2ms(args.eventTime - args.downTime), | 
|  | args.dump().c_str()); | 
|  | } | 
|  |  | 
|  | return argsWithoutUnwantedPointers; | 
|  | } | 
|  |  | 
|  | const AndroidPalmFilterDeviceInfo& PalmRejector::getPalmFilterDeviceInfo() const { | 
|  | return mDeviceInfo; | 
|  | } | 
|  |  | 
|  | std::string PalmRejector::dump() const { | 
|  | std::string out; | 
|  | out += "mDeviceInfo:\n"; | 
|  | std::stringstream deviceInfo; | 
|  | deviceInfo << mDeviceInfo << ", touch_major_res=" << mDeviceInfo.touch_major_res | 
|  | << ", touch_minor_res=" << mDeviceInfo.touch_minor_res << "\n"; | 
|  | out += addLinePrefix(deviceInfo.str(), "  "); | 
|  | out += "mSlotState:\n"; | 
|  | out += addLinePrefix(mSlotState.dump(), "  "); | 
|  | out += "mSuppressedPointerIds: "; | 
|  | out += dumpSet(mSuppressedPointerIds) + "\n"; | 
|  | std::stringstream state; | 
|  | state << *mSharedPalmState; | 
|  | out += "mSharedPalmState: " + state.str() + "\n"; | 
|  | std::stringstream filter; | 
|  | filter << static_cast<const PalmFilterImplementation&>(*mPalmDetectionFilter); | 
|  | out += "mPalmDetectionFilter:\n"; | 
|  | out += addLinePrefix(filter.str(), "  ") + "\n"; | 
|  | return out; | 
|  | } | 
|  |  | 
|  | } // namespace android |