Merge "Implementing detector of view flashes" into udc-qpr-dev

This commit is contained in:
Vadim Tryshev
2023-08-09 17:57:15 +00:00
committed by Android (Google) Code Review
4 changed files with 309 additions and 87 deletions
@@ -16,11 +16,8 @@
package com.android.launcher3.util.viewcapture_analysis;
import com.android.launcher3.util.viewcapture_analysis.ViewCaptureAnalyzer.AnalysisNode;
import com.android.launcher3.util.viewcapture_analysis.ViewCaptureAnalyzer.AnomalyDetector;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
/**
* Anomaly detector that triggers an error when alpha of a view changes too rapidly.
@@ -34,8 +31,7 @@ final class AlphaJumpDetector extends AnomalyDetector {
private static final String RECENTS_DRAG_LAYER =
CONTENT + "LauncherRootView:id/launcher|RecentsDragLayer:id/drag_layer|";
// Paths of nodes that are excluded from analysis.
private static final Iterable<String> PATHS_TO_IGNORE = List.of(
private static final IgnoreNode IGNORED_NODES_ROOT = buildIgnoreNodesTree(List.of(
CONTENT
+ "AddItemDragLayer:id/add_item_drag_layer|AddItemWidgetsBottomSheet:id"
+ "/add_item_bottom_sheet|LinearLayout:id/add_item_bottom_sheet_content"
@@ -135,38 +131,7 @@ final class AlphaJumpDetector extends AnomalyDetector {
+ "NexusOverviewActionsView:id/overview_actions_view"
+ "|LinearLayout:id/action_buttons|Button:id/action_split",
DRAG_LAYER + "IconView"
);
/**
* Element of the tree of ignored nodes.
* If the "children" map is empty, then this node should be ignored, i.e. alpha jumps analysis
* shouldn't run for it.
* I.e. ignored nodes correspond to the leaves in the ignored nodes tree.
*/
private static class IgnoreNode {
// Map from child node identities to ignore-nodes for these children.
public final Map<String, IgnoreNode> children = new HashMap<>();
}
private static final IgnoreNode IGNORED_NODES_ROOT = buildIgnoreNodesTree();
// Converts the list of full paths of nodes to ignore to a more efficient tree of ignore-nodes.
private static IgnoreNode buildIgnoreNodesTree() {
final IgnoreNode root = new IgnoreNode();
for (String pathToIgnore : PATHS_TO_IGNORE) {
// Scan the diag path of an ignored node and add its elements into the tree.
IgnoreNode currentIgnoreNode = root;
for (String part : pathToIgnore.split("\\|")) {
// Ensure that the child of the node is added to the tree.
IgnoreNode child = currentIgnoreNode.children.get(part);
if (child == null) {
currentIgnoreNode.children.put(part, child = new IgnoreNode());
}
currentIgnoreNode = child;
}
}
return root;
}
));
// Minimal increase or decrease of view's alpha between frames that triggers the error.
private static final float ALPHA_JUMP_THRESHOLD = 1f;
@@ -213,7 +178,7 @@ final class AlphaJumpDetector extends AnomalyDetector {
}
@Override
String detectAnomalies(AnalysisNode oldInfo, AnalysisNode newInfo, int frameN) {
String detectAnomalies(AnalysisNode oldInfo, AnalysisNode newInfo, int frameN, long timestamp) {
// If the view was previously seen, proceed with analysis only if it was present in the
// view hierarchy in the previous frame.
if (oldInfo != null && oldInfo.frameN != frameN) return null;
@@ -229,9 +194,8 @@ final class AlphaJumpDetector extends AnomalyDetector {
if (alphaDeltaAbs >= ALPHA_JUMP_THRESHOLD) {
nodeData.ignoreAlphaJumps = true; // No need to report alpha jump in children.
return String.format(
"Alpha jump detected in ViewCapture data: alpha change: %s (%s -> %s)"
+ ", threshold: %s, %s", // ----------- no need to include view?
alphaDeltaAbs, oldAlpha, newAlpha, ALPHA_JUMP_THRESHOLD, latestInfo);
"Alpha jump detected: alpha change: %s (%s -> %s), threshold: %s",
alphaDeltaAbs, oldAlpha, newAlpha, ALPHA_JUMP_THRESHOLD);
}
return null;
}
@@ -0,0 +1,84 @@
/*
* Copyright (C) 2023 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.
*/
package com.android.launcher3.util.viewcapture_analysis;
import androidx.annotation.NonNull;
import androidx.annotation.Nullable;
import java.util.HashMap;
import java.util.Map;
/**
* Detector of one kind of anomaly.
*/
abstract class AnomalyDetector {
// Index of this detector in ViewCaptureAnalyzer.ANOMALY_DETECTORS
public int detectorOrdinal;
/**
* Element of the tree of ignored nodes.
* If the "children" map is empty, then this node should be ignored, i.e. the analysis shouldn't
* run for it.
* I.e. ignored nodes correspond to the leaves in the ignored nodes tree.
*/
protected static class IgnoreNode {
// Map from child node identities to ignore-nodes for these children.
public final Map<String, IgnoreNode> children = new HashMap<>();
}
// Converts the list of full paths of nodes to ignore to a more efficient tree of ignore-nodes.
protected static IgnoreNode buildIgnoreNodesTree(Iterable<String> pathsToIgnore) {
final IgnoreNode root = new IgnoreNode();
for (String pathToIgnore : pathsToIgnore) {
// Scan the diag path of an ignored node and add its elements into the tree.
IgnoreNode currentIgnoreNode = root;
for (String part : pathToIgnore.split("\\|")) {
// Ensure that the child of the node is added to the tree.
IgnoreNode child = currentIgnoreNode.children.get(part);
if (child == null) {
currentIgnoreNode.children.put(part, child = new IgnoreNode());
}
currentIgnoreNode = child;
}
}
return root;
}
/**
* Initializes fields of the node that are specific to the anomaly detected by this
* detector.
*/
abstract void initializeNode(@NonNull ViewCaptureAnalyzer.AnalysisNode info);
/**
* Detects anomalies by looking at the last occurrence of a view, and the current one.
* null value means that the view. 'oldInfo' and 'newInfo' cannot be both null.
* If an anomaly is detected, an exception will be thrown.
*
* @param oldInfo the view, as seen in the last frame that contained it in the view
* hierarchy before 'currentFrame'. 'null' means that the view is first seen
* in the 'currentFrame'.
* @param newInfo the view in the view hierarchy of the 'currentFrame'. 'null' means that
* the view is not present in the 'currentFrame', but was present in the previous
* frame.
* @param frameN number of the current frame.
* @return Anomaly diagnostic message if an anomaly has been detected; null otherwise.
*/
abstract String detectAnomalies(
@Nullable ViewCaptureAnalyzer.AnalysisNode oldInfo,
@Nullable ViewCaptureAnalyzer.AnalysisNode newInfo, int frameN,
long frameTimeNs);
}
@@ -0,0 +1,173 @@
/*
* Copyright (C) 2023 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.
*/
package com.android.launcher3.util.viewcapture_analysis;
import static org.junit.Assert.assertTrue;
import com.android.launcher3.util.viewcapture_analysis.ViewCaptureAnalyzer.AnalysisNode;
import java.util.List;
/**
* Anomaly detector that triggers an error when a view flashes, i.e. appears or disappears for a too
* short period of time.
*/
final class FlashDetector extends AnomalyDetector {
// Maximum time period of a view visibility or invisibility that is recognized as a flash.
private static final int FLASH_DURATION_MS = 300;
// Commonly used parts of the paths to ignore.
private static final String CONTENT = "DecorView|LinearLayout|FrameLayout:id/content|";
private static final String DRAG_LAYER =
CONTENT + "LauncherRootView:id/launcher|DragLayer:id/drag_layer|";
private static final String RECENTS_DRAG_LAYER =
CONTENT + "LauncherRootView:id/launcher|RecentsDragLayer:id/drag_layer|";
private static final IgnoreNode IGNORED_NODES_ROOT = buildIgnoreNodesTree(List.of(
CONTENT + "LauncherRootView:id/launcher|FloatingIconView",
DRAG_LAYER
+ "SearchContainerView:id/apps_view|AllAppsRecyclerView:id/apps_list_view"
+ "|BubbleTextView:id/icon",
DRAG_LAYER + "LauncherDragView|ImageView",
DRAG_LAYER + "LauncherRecentsView:id/overview_panel|TaskView|TextView",
DRAG_LAYER
+ "LauncherAllAppsContainerView:id/apps_view|AllAppsRecyclerView:id"
+ "/apps_list_view|BubbleTextView:id/icon",
DRAG_LAYER + "LauncherDragView|View",
CONTENT
+ "AddItemDragLayer:id/add_item_drag_layer|AddItemWidgetsBottomSheet:id"
+ "/add_item_bottom_sheet|LinearLayout:id/add_item_bottom_sheet_content"
+ "|ScrollView:id/widget_preview_scroll_view|WidgetCell:id/widget_cell"
+ "|WidgetCellPreview:id/widget_preview_container|WidgetImageView:id"
+ "/widget_preview",
CONTENT
+ "AddItemDragLayer:id/add_item_drag_layer|AddItemWidgetsBottomSheet:id"
+ "/add_item_bottom_sheet|LinearLayout:id/add_item_bottom_sheet_content"
+ "|ScrollView:id/widget_preview_scroll_view|WidgetCell:id/widget_cell"
+ "|WidgetCellPreview:id/widget_preview_container|ImageView:id/widget_badge",
RECENTS_DRAG_LAYER + "FallbackRecentsView:id/overview_panel|TaskView|IconView:id/icon",
DRAG_LAYER
+ "SearchContainerView:id/apps_view|UniversalSearchInputView:id"
+ "/search_container_all_apps|View:id/ripple"
));
// Per-AnalysisNode data that's specific to this detector.
private static class NodeData {
public boolean ignoreFlashes;
// If ignoreNode is null, then this AnalysisNode node will be ignored if its parent is
// ignored.
// Otherwise, this AnalysisNode will be ignored if ignoreNode is a leaf i.e. has no
// children.
public IgnoreNode ignoreNode;
}
private NodeData getNodeData(AnalysisNode info) {
return (NodeData) info.detectorsData[detectorOrdinal];
}
@Override
void initializeNode(AnalysisNode info) {
final NodeData nodeData = new NodeData();
info.detectorsData[detectorOrdinal] = nodeData;
// If the parent view ignores flashes, its descendants will too.
final boolean parentIgnoresFlashes = info.parent != null && getNodeData(
info.parent).ignoreFlashes;
if (parentIgnoresFlashes) {
nodeData.ignoreFlashes = true;
return;
}
// Parent view doesn't ignore flashes.
// Initialize this AnalysisNode's ignore-node with the corresponding child of the
// ignore-node of the parent, if present.
final IgnoreNode parentIgnoreNode = info.parent != null
? getNodeData(info.parent).ignoreNode
: IGNORED_NODES_ROOT;
nodeData.ignoreNode = parentIgnoreNode != null
? parentIgnoreNode.children.get(info.nodeIdentity) : null;
// AnalysisNode will be ignored if the corresponding ignore-node is a leaf.
nodeData.ignoreFlashes =
nodeData.ignoreNode != null && nodeData.ignoreNode.children.isEmpty();
}
@Override
String detectAnomalies(AnalysisNode oldInfo, AnalysisNode newInfo, int frameN,
long frameTimeNs) {
// Should we check when a view was visible for a short period, then its alpha became 0?
// Then 'lastVisible' time should be the last one still visible?
// Check only transitions of alpha between 0 and 1?
// If this is the first time ever when we see the view, there have been no flashes yet.
if (oldInfo == null) return null;
// A flash requires a view to go from the full visibility to no-visibility and then back,
// or vice versa.
// If the last time the view was seen before the current frame, it didn't have full
// visibility; no flash can possibly be detected at the current frame.
if (oldInfo.alpha < 1) return null;
final AnalysisNode latestInfo = newInfo != null ? newInfo : oldInfo;
final NodeData nodeData = getNodeData(latestInfo);
if (nodeData.ignoreFlashes) return null;
// Once the view becomes invisible, see for how long it was visible prior to that. If it
// was visible only for a short interval of time, it's a flash.
if (
// View is invisible in the current frame
newInfo == null
// When the view became visible last time, it was a transition from
// no-visibility to full visibility.
&& oldInfo.timeBecameVisibleNs != -1) {
final long wasVisibleTimeMs = (frameTimeNs - oldInfo.timeBecameVisibleNs) / 1000000;
if (wasVisibleTimeMs <= FLASH_DURATION_MS) {
nodeData.ignoreFlashes = true; // No need to report flashes in children.
return
String.format(
"View was visible for a too short period of time %dms, which is a"
+ " flash",
wasVisibleTimeMs
);
}
}
// Once a view becomes visible, see for how long it was invisible prior to that. If it
// was invisible only for a short interval of time, it's a flash.
if (
// The view is fully visible now
newInfo != null && newInfo.alpha >= 1
// The view wasn't visible in the previous frame
&& frameN != oldInfo.frameN + 1) {
// We can assert the below condition because at this point, we know that
// oldInfo.alpha >= 1, i.e. it disappeared abruptly.
assertTrue("oldInfo.timeBecameInvisibleNs must not be -1",
oldInfo.timeBecameInvisibleNs != -1);
final long wasInvisibleTimeMs = (frameTimeNs - oldInfo.timeBecameInvisibleNs) / 1000000;
if (wasInvisibleTimeMs <= FLASH_DURATION_MS) {
nodeData.ignoreFlashes = true; // No need to report flashes in children.
return
String.format(
"View was invisible for a too short period of time %dms, which "
+ "is a flash",
wasInvisibleTimeMs);
}
}
return null;
}
}
@@ -17,9 +17,6 @@ package com.android.launcher3.util.viewcapture_analysis;
import static android.view.View.VISIBLE;
import androidx.annotation.NonNull;
import androidx.annotation.Nullable;
import com.android.app.viewcapture.data.ExportedData;
import com.android.app.viewcapture.data.FrameData;
import com.android.app.viewcapture.data.ViewNode;
@@ -36,40 +33,10 @@ import java.util.Map;
public class ViewCaptureAnalyzer {
private static final String SCRIM_VIEW_CLASS = "com.android.launcher3.views.ScrimView";
/**
* Detector of one kind of anomaly.
*/
abstract static class AnomalyDetector {
// Index of this detector in ViewCaptureAnalyzer.ANOMALY_DETECTORS
public int detectorOrdinal;
/**
* Initializes fields of the node that are specific to the anomaly detected by this
* detector.
*/
abstract void initializeNode(@NonNull AnalysisNode info);
/**
* Detects anomalies by looking at the last occurrence of a view, and the current one.
* null value means that the view. 'oldInfo' and 'newInfo' cannot be both null.
* If an anomaly is detected, an exception will be thrown.
*
* @param oldInfo the view, as seen in the last frame that contained it in the view
* hierarchy before 'currentFrame'. 'null' means that the view is first seen
* in the 'currentFrame'.
* @param newInfo the view in the view hierarchy of the 'currentFrame'. 'null' means that
* the view is not present in the 'currentFrame', but was present in earlier
* frames.
* @param frameN number of the current frame.
* @return Anomaly diagnostic message if an anomaly has been detected; null otherwise.
*/
abstract String detectAnomalies(
@Nullable AnalysisNode oldInfo, @Nullable AnalysisNode newInfo, int frameN);
}
// All detectors. They will be invoked in the order listed here.
private static final AnomalyDetector[] ANOMALY_DETECTORS = {
new AlphaJumpDetector()
new AlphaJumpDetector(),
new FlashDetector()
};
static {
@@ -89,9 +56,21 @@ public class ViewCaptureAnalyzer {
// Visible scale and alpha, build recursively from the ancestor list.
public float scaleX;
public float scaleY;
public float alpha;
public float alpha; // Always > 0
public int frameN;
// Timestamp of the frame when this view became abruptly visible, i.e. its alpha became 1
// the next frame after it was 0 or the view wasn't visible.
// If the view is currently invisible or the last appearance wasn't abrupt, the value is -1.
public long timeBecameVisibleNs;
// Timestamp of the frame when this view became abruptly invisible last time, i.e. its
// alpha became 0, or view disappeared, after being 1 in the previous frame.
// If the view is currently visible or the last disappearance wasn't abrupt, the value is
// -1.
public long timeBecameInvisibleNs;
public ViewNode viewCaptureNode;
// Class name + resource id
@@ -143,7 +122,9 @@ public class ViewCaptureAnalyzer {
Map<Integer, AnalysisNode> lastSeenNodes, int scrimClassIndex,
Map<String, String> anomalies) {
// Analyze the node tree starting from the root.
long frameTimeNs = frame.getTimestamp();
analyzeView(
frameTimeNs,
frame.getNode(),
/* parent = */ null,
frameN,
@@ -154,7 +135,7 @@ public class ViewCaptureAnalyzer {
scrimClassIndex,
anomalies);
// Analyze transitions when a view visible in the last frame become invisible in the
// Analyze transitions when a view visible in the previous frame became invisible in the
// current one.
for (AnalysisNode info : lastSeenNodes.values()) {
if (info.frameN == frameN - 1) {
@@ -166,14 +147,18 @@ public class ViewCaptureAnalyzer {
frameN,
/* oldInfo = */ info,
/* newInfo = */ null,
anomalies)
anomalies,
frameTimeNs)
);
}
info.timeBecameInvisibleNs = info.alpha == 1 ? frameTimeNs : -1;
info.timeBecameVisibleNs = -1;
}
}
}
private static void analyzeView(ViewNode viewCaptureNode, AnalysisNode parent, int frameN,
private static void analyzeView(long frameTimeNs, ViewNode viewCaptureNode, AnalysisNode parent,
int frameN,
float leftShift, float topShift, ExportedData viewCaptureData,
Map<Integer, AnalysisNode> lastSeenNodes, int scrimClassIndex,
Map<String, String> anomalies) {
@@ -211,17 +196,31 @@ public class ViewCaptureAnalyzer {
newAnalysisNode.scaleY = scaleY;
newAnalysisNode.alpha = alpha;
newAnalysisNode.frameN = frameN;
newAnalysisNode.timeBecameInvisibleNs = -1;
newAnalysisNode.viewCaptureNode = viewCaptureNode;
Arrays.stream(ANOMALY_DETECTORS).forEach(
detector -> detector.initializeNode(newAnalysisNode));
// Detect anomalies for the view
final AnalysisNode oldAnalysisNode = lastSeenNodes.get(hashcode); // may be null
if (oldAnalysisNode != null && oldAnalysisNode.frameN + 1 == frameN) {
// If this view was present in the previous frame, keep the time when it became visible.
newAnalysisNode.timeBecameVisibleNs = oldAnalysisNode.timeBecameVisibleNs;
} else {
// If the view is becoming visible after being invisible, initialize the time when it
// became visible with a new value.
// If the view became visible abruptly, i.e. alpha jumped from 0 to 1 between the
// previous and the current frames, then initialize with the time of the current
// frame. Otherwise, use -1.
newAnalysisNode.timeBecameVisibleNs = newAnalysisNode.alpha >= 1 ? frameTimeNs : -1;
}
// Detect anomalies for the view.
if (frameN != 0 && !viewCaptureNode.getWillNotDraw()) {
Arrays.stream(ANOMALY_DETECTORS).forEach(
detector ->
detectAnomaly(detector, frameN, oldAnalysisNode, newAnalysisNode,
anomalies)
anomalies, frameTimeNs)
);
}
lastSeenNodes.put(hashcode, newAnalysisNode);
@@ -236,20 +235,22 @@ public class ViewCaptureAnalyzer {
// transparent.
if (child.getClassnameIndex() == scrimClassIndex) break;
analyzeView(child, newAnalysisNode, frameN, leftShiftForChildren, topShiftForChildren,
analyzeView(frameTimeNs, child, newAnalysisNode, frameN, leftShiftForChildren,
topShiftForChildren,
viewCaptureData, lastSeenNodes, scrimClassIndex, anomalies);
}
}
private static void detectAnomaly(AnomalyDetector detector, int frameN,
AnalysisNode oldAnalysisNode, AnalysisNode newAnalysisNode,
Map<String, String> anomalies) {
Map<String, String> anomalies, long frameTimeNs) {
final String maybeAnomaly =
detector.detectAnomalies(oldAnalysisNode, newAnalysisNode, frameN);
detector.detectAnomalies(oldAnalysisNode, newAnalysisNode, frameN, frameTimeNs);
if (maybeAnomaly != null) {
final String viewDiagPath = diagPathFromRoot(newAnalysisNode);
AnalysisNode latestInfo = newAnalysisNode != null ? newAnalysisNode : oldAnalysisNode;
final String viewDiagPath = diagPathFromRoot(latestInfo);
if (!anomalies.containsKey(viewDiagPath)) {
anomalies.put(viewDiagPath, maybeAnomaly);
anomalies.put(viewDiagPath, String.format("%s, %s", maybeAnomaly, latestInfo));
}
}
}