Merge "DO NOT MERGE Put parameterized weights on top two sharing shortcuts of each app as per shortcuts native ranking in PeopleService Sharesheet model. By default weights are 0 which ensures ranking same as what it is now." into rvc-qpr-dev

core/java/com/android/internal/config/sysui/SystemUiDeviceConfigFlags.java

@@ -389,6 +389,20 @@ public final class SystemUiDeviceConfigFlags {
      */
     public static final String CHOOSER_TARGET_RANKING_ENABLED = "chooser_target_ranking_enabled";
 
+    /**
+     * (float) Weight bonus applied on top sharing shortcuts as per native ranking provided by apps.
+     * Its range need to be 0 ~ 1.
+     */
+    public static final String TOP_NATIVE_RANKED_SHARING_SHORTCUTS_BOOSTER =
+            "top_native_ranked_sharing_shortcut_booster";
+
+    /**
+     * (float) Weight bonus applied on 2nd top sharing shortcuts as per native ranking provided by
+     * apps. Its range need to be 0 ~ 1.
+     */
+    public static final String NON_TOP_NATIVE_RANKED_SHARING_SHORTCUTS_BOOSTER =
+            "non_top_native_ranked_sharing_shortcut_booster";
+
     /**
      * (boolean) Whether to enable user-drag resizing for PIP.
      */

services/people/java/com/android/server/people/prediction/ShareTargetPredictor.java

@@ -86,8 +86,8 @@ class ShareTargetPredictor extends AppTargetPredictor {
             return;
         }
         List<ShareTarget> shareTargets = getDirectShareTargets();
-        SharesheetModelScorer.computeScore(shareTargets, getShareEventType(mIntentFilter),
+        SharesheetModelScorer.computeScoreForDirectShare(shareTargets,
-                System.currentTimeMillis());
+                getShareEventType(mIntentFilter), System.currentTimeMillis());
         Collections.sort(shareTargets,
                 Comparator.comparing(ShareTarget::getScore, reverseOrder())
                         .thenComparing(t -> t.getAppTarget().getRank()));

services/people/java/com/android/server/people/prediction/SharesheetModelScorer.java

@@ -20,6 +20,7 @@ import android.annotation.NonNull;
 import android.annotation.Nullable;
 import android.annotation.UserIdInt;
 import android.app.usage.UsageEvents;
+import android.provider.DeviceConfig;
 import android.util.ArrayMap;
 import android.util.Pair;
 import android.util.Range;
@@ -27,12 +28,14 @@ import android.util.Slog;
 
 import com.android.internal.annotations.VisibleForTesting;
 import com.android.internal.app.ChooserActivity;
+import com.android.internal.config.sysui.SystemUiDeviceConfigFlags;
 import com.android.server.people.data.AppUsageStatsData;
 import com.android.server.people.data.DataManager;
 import com.android.server.people.data.Event;
 
 import java.time.Duration;
 import java.util.ArrayList;
+import java.util.Collections;
 import java.util.Comparator;
 import java.util.List;
 import java.util.Map;
@@ -46,6 +49,7 @@ class SharesheetModelScorer {
     private static final String TAG = "SharesheetModelScorer";
     private static final boolean DEBUG = false;
     private static final Integer RECENCY_SCORE_COUNT = 6;
+    private static final Integer NATIVE_RANK_COUNT = 2;
     private static final float RECENCY_INITIAL_BASE_SCORE = 0.4F;
     private static final float RECENCY_SCORE_INITIAL_DECAY = 0.05F;
     private static final float RECENCY_SCORE_SUBSEQUENT_DECAY = 0.02F;
@@ -174,6 +178,77 @@ class SharesheetModelScorer {
         postProcess(shareTargets, targetsLimit, dataManager, callingUserId);
     }
 
+    /**
+     * Computes ranking score for direct sharing. Update
+     * {@link ShareTargetPredictor.ShareTargetScore}.
+     */
+    static void computeScoreForDirectShare(List<ShareTargetPredictor.ShareTarget> shareTargets,
+            int shareEventType, long now) {
+        computeScore(shareTargets, shareEventType, now);
+        promoteTopNativeRankedShortcuts(shareTargets);
+    }
+
+    /**
+     * Promotes top (NATIVE_RANK_COUNT) shortcuts for each package and class, as per shortcut native
+     * ranking provided by apps.
+     */
+    private static void promoteTopNativeRankedShortcuts(
+            List<ShareTargetPredictor.ShareTarget> shareTargets) {
+        float topShortcutBonus = DeviceConfig.getFloat(
+                DeviceConfig.NAMESPACE_SYSTEMUI,
+                SystemUiDeviceConfigFlags.TOP_NATIVE_RANKED_SHARING_SHORTCUTS_BOOSTER,
+                0f);
+        float secondTopShortcutBonus = DeviceConfig.getFloat(
+                DeviceConfig.NAMESPACE_SYSTEMUI,
+                SystemUiDeviceConfigFlags.NON_TOP_NATIVE_RANKED_SHARING_SHORTCUTS_BOOSTER,
+                0f);
+        // Populates a map which key is a packageName and className pair, value is a max heap
+        // containing top (NATIVE_RANK_COUNT) shortcuts as per shortcut native ranking provided
+        // by apps.
+        Map<Pair<String, String>, PriorityQueue<ShareTargetPredictor.ShareTarget>>
+                topNativeRankedShareTargetMap = new ArrayMap<>();
+        for (ShareTargetPredictor.ShareTarget shareTarget : shareTargets) {
+            Pair<String, String> key = new Pair<>(shareTarget.getAppTarget().getPackageName(),
+                    shareTarget.getAppTarget().getClassName());
+            if (!topNativeRankedShareTargetMap.containsKey(key)) {
+                topNativeRankedShareTargetMap.put(key,
+                        new PriorityQueue<>(NATIVE_RANK_COUNT,
+                                Collections.reverseOrder(Comparator.comparingInt(
+                                        p -> p.getAppTarget().getRank()))));
+            }
+            PriorityQueue<ShareTargetPredictor.ShareTarget> rankMaxHeap =
+                    topNativeRankedShareTargetMap.get(key);
+            if (rankMaxHeap.isEmpty() || shareTarget.getAppTarget().getRank()
+                    < rankMaxHeap.peek().getAppTarget().getRank()) {
+                if (rankMaxHeap.size() == NATIVE_RANK_COUNT) {
+                    rankMaxHeap.poll();
+                }
+                rankMaxHeap.offer(shareTarget);
+            }
+        }
+        for (PriorityQueue<ShareTargetPredictor.ShareTarget> maxHeap :
+                topNativeRankedShareTargetMap.values()) {
+            while (!maxHeap.isEmpty()) {
+                ShareTargetPredictor.ShareTarget target = maxHeap.poll();
+                float bonus = maxHeap.isEmpty() ? topShortcutBonus : secondTopShortcutBonus;
+                target.setScore(probOR(target.getScore(), bonus));
+
+                if (DEBUG) {
+                    Slog.d(TAG, String.format(
+                            "SharesheetModel: promote top shortcut as per native ranking,"
+                                    + "packageName: %s, className: %s, shortcutId: %s, bonus:%.2f,"
+                                    + "total:%.2f",
+                            target.getAppTarget().getPackageName(),
+                            target.getAppTarget().getClassName(),
+                            target.getAppTarget().getShortcutInfo() != null
+                                    ? target.getAppTarget().getShortcutInfo().getId() : null,
+                            bonus,
+                            target.getScore()));
+                }
+            }
+        }
+    }
+
     private static void postProcess(List<ShareTargetPredictor.ShareTarget> shareTargets,
             int targetsLimit, @NonNull DataManager dataManager, @UserIdInt int callingUserId) {
         // Populates a map which key is package name and value is list of shareTargets descended

services/tests/servicestests/src/com/android/server/people/prediction/SharesheetModelScorerTest.java

@@ -20,6 +20,7 @@ import static org.junit.Assert.assertEquals;
 import static org.mockito.ArgumentMatchers.anyInt;
 import static org.mockito.ArgumentMatchers.anyLong;
 import static org.mockito.ArgumentMatchers.anySet;
+import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.never;
 import static org.mockito.Mockito.times;
 import static org.mockito.Mockito.verify;
@@ -28,9 +29,13 @@ import static org.mockito.Mockito.when;
 import android.app.prediction.AppTarget;
 import android.app.prediction.AppTargetId;
 import android.app.usage.UsageEvents;
+import android.content.Context;
+import android.content.pm.ShortcutInfo;
 import android.os.UserHandle;
+import android.provider.DeviceConfig;
 import android.util.Range;
 
+import com.android.internal.config.sysui.SystemUiDeviceConfigFlags;
 import com.android.server.people.data.AppUsageStatsData;
 import com.android.server.people.data.DataManager;
 import com.android.server.people.data.Event;
@@ -121,6 +126,13 @@ public final class SharesheetModelScorerTest {
     private ShareTargetPredictor.ShareTarget mShareTarget5;
     private ShareTargetPredictor.ShareTarget mShareTarget6;
 
+    private ShareTargetPredictor.ShareTarget mShareShortcutTarget1;
+    private ShareTargetPredictor.ShareTarget mShareShortcutTarget2;
+    private ShareTargetPredictor.ShareTarget mShareShortcutTarget3;
+    private ShareTargetPredictor.ShareTarget mShareShortcutTarget4;
+    private ShareTargetPredictor.ShareTarget mShareShortcutTarget5;
+    private ShareTargetPredictor.ShareTarget mShareShortcutTarget6;
+
     @Before
     public void setUp() {
         MockitoAnnotations.initMocks(this);
@@ -154,6 +166,46 @@ public final class SharesheetModelScorerTest {
                         new AppTargetId("cls2#pkg3"), PACKAGE_3, UserHandle.of(USER_ID))
                         .setClassName(CLASS_2).build(),
                 null, null);
+
+        mShareShortcutTarget1 = new ShareTargetPredictor.ShareTarget(
+                new AppTarget.Builder(
+                        new AppTargetId("cls1#pkg1#1"), buildShortcutInfo(PACKAGE_1, 0, "1"))
+                        .setClassName(CLASS_1).setRank(2).build(),
+                mEventHistory1, null);
+        mShareShortcutTarget2 = new ShareTargetPredictor.ShareTarget(
+                new AppTarget.Builder(
+                        new AppTargetId("cls1#pkg1#2"), buildShortcutInfo(PACKAGE_1, 0, "2"))
+                        .setClassName(CLASS_1).setRank(1).build(),
+                mEventHistory2, null);
+        mShareShortcutTarget3 = new ShareTargetPredictor.ShareTarget(
+                new AppTarget.Builder(
+                        new AppTargetId("cls1#pkg1#3"), buildShortcutInfo(PACKAGE_1, 0, "3"))
+                        .setClassName(CLASS_1).setRank(0).build(),
+                mEventHistory3, null);
+        mShareShortcutTarget4 = new ShareTargetPredictor.ShareTarget(
+                new AppTarget.Builder(
+                        new AppTargetId("cls1#pkg2#1"), buildShortcutInfo(PACKAGE_2, 0, "1"))
+                        .setClassName(CLASS_1).setRank(2).build(),
+                mEventHistory4, null);
+        mShareShortcutTarget5 = new ShareTargetPredictor.ShareTarget(
+                new AppTarget.Builder(
+                        new AppTargetId("cls1#pkg2#2"), buildShortcutInfo(PACKAGE_2, 0, "2"))
+                        .setClassName(CLASS_1).setRank(1).build(),
+                mEventHistory5, null);
+        mShareShortcutTarget6 = new ShareTargetPredictor.ShareTarget(
+                new AppTarget.Builder(
+                        new AppTargetId("cls1#pkg2#3"), buildShortcutInfo(PACKAGE_2, 0, "3"))
+                        .setClassName(CLASS_1).setRank(3).build(),
+                null, null);
+
+        DeviceConfig.setProperty(DeviceConfig.NAMESPACE_SYSTEMUI,
+                SystemUiDeviceConfigFlags.TOP_NATIVE_RANKED_SHARING_SHORTCUTS_BOOSTER,
+                Float.toString(0f),
+                true /* makeDefault*/);
+        DeviceConfig.setProperty(DeviceConfig.NAMESPACE_SYSTEMUI,
+                SystemUiDeviceConfigFlags.NON_TOP_NATIVE_RANKED_SHARING_SHORTCUTS_BOOSTER,
+                Float.toString(0f),
+                true /* makeDefault*/);
     }
 
     @Test
@@ -433,6 +485,101 @@ public final class SharesheetModelScorerTest {
         assertEquals(0f, mShareTarget6.getScore(), DELTA);
     }
 
+    @Test
+    public void testComputeScoreForDirectShare() {
+        // Frequency and recency
+        when(mEventHistory1.getEventIndex(anySet())).thenReturn(mEventIndex1);
+        when(mEventHistory2.getEventIndex(anySet())).thenReturn(mEventIndex2);
+        when(mEventHistory3.getEventIndex(anySet())).thenReturn(mEventIndex3);
+        when(mEventHistory4.getEventIndex(anySet())).thenReturn(mEventIndex4);
+        when(mEventHistory5.getEventIndex(anySet())).thenReturn(mEventIndex5);
+
+        when(mEventIndex1.getActiveTimeSlots()).thenReturn(
+                List.of(WITHIN_ONE_DAY, TWO_DAYS_AGO, FIVE_DAYS_AGO));
+        when(mEventIndex2.getActiveTimeSlots()).thenReturn(List.of(TWO_DAYS_AGO, TWELVE_DAYS_AGO));
+        when(mEventIndex3.getActiveTimeSlots()).thenReturn(List.of(FIVE_DAYS_AGO, TWENTY_DAYS_AGO));
+        when(mEventIndex4.getActiveTimeSlots()).thenReturn(
+                List.of(EIGHT_DAYS_AGO, TWELVE_DAYS_AGO, FOUR_WEEKS_AGO));
+        when(mEventIndex5.getActiveTimeSlots()).thenReturn(List.of());
+
+        when(mEventIndex1.getMostRecentActiveTimeSlot()).thenReturn(WITHIN_ONE_DAY);
+        when(mEventIndex2.getMostRecentActiveTimeSlot()).thenReturn(TWO_DAYS_AGO);
+        when(mEventIndex3.getMostRecentActiveTimeSlot()).thenReturn(FIVE_DAYS_AGO);
+        when(mEventIndex4.getMostRecentActiveTimeSlot()).thenReturn(EIGHT_DAYS_AGO);
+        when(mEventIndex5.getMostRecentActiveTimeSlot()).thenReturn(null);
+
+        // Frequency of the same mime type
+        when(mEventHistory1.getEventIndex(Event.TYPE_SHARE_TEXT)).thenReturn(mEventIndex6);
+        when(mEventHistory2.getEventIndex(Event.TYPE_SHARE_TEXT)).thenReturn(mEventIndex7);
+        when(mEventHistory3.getEventIndex(Event.TYPE_SHARE_TEXT)).thenReturn(mEventIndex8);
+        when(mEventHistory4.getEventIndex(Event.TYPE_SHARE_TEXT)).thenReturn(mEventIndex9);
+        when(mEventHistory5.getEventIndex(Event.TYPE_SHARE_TEXT)).thenReturn(mEventIndex10);
+
+        when(mEventIndex6.getActiveTimeSlots()).thenReturn(List.of(TWO_DAYS_AGO));
+        when(mEventIndex7.getActiveTimeSlots()).thenReturn(List.of(TWO_DAYS_AGO, TWELVE_DAYS_AGO));
+        when(mEventIndex8.getActiveTimeSlots()).thenReturn(List.of());
+        when(mEventIndex9.getActiveTimeSlots()).thenReturn(List.of(EIGHT_DAYS_AGO));
+        when(mEventIndex10.getActiveTimeSlots()).thenReturn(List.of());
+
+        SharesheetModelScorer.computeScore(
+                List.of(mShareShortcutTarget1, mShareShortcutTarget2, mShareShortcutTarget3,
+                        mShareShortcutTarget4, mShareShortcutTarget5, mShareShortcutTarget6),
+                Event.TYPE_SHARE_TEXT,
+                NOW);
+
+        // Verification
+        assertEquals(0.514f, mShareShortcutTarget1.getScore(), DELTA);
+        assertEquals(0.475125f, mShareShortcutTarget2.getScore(), DELTA);
+        assertEquals(0.33f, mShareShortcutTarget3.getScore(), DELTA);
+        assertEquals(0.4411f, mShareShortcutTarget4.getScore(), DELTA);
+        assertEquals(0f, mShareShortcutTarget5.getScore(), DELTA);
+        assertEquals(0f, mShareShortcutTarget6.getScore(), DELTA);
+    }
+
+    @Test
+    public void testComputeScoreForDirectShare_promoteTopNativeRankedShortcuts() {
+        DeviceConfig.setProperty(DeviceConfig.NAMESPACE_SYSTEMUI,
+                SystemUiDeviceConfigFlags.TOP_NATIVE_RANKED_SHARING_SHORTCUTS_BOOSTER,
+                Float.toString(0.4f),
+                true /* makeDefault*/);
+        DeviceConfig.setProperty(DeviceConfig.NAMESPACE_SYSTEMUI,
+                SystemUiDeviceConfigFlags.NON_TOP_NATIVE_RANKED_SHARING_SHORTCUTS_BOOSTER,
+                Float.toString(0.3f),
+                true /* makeDefault*/);
+
+        when(mEventHistory1.getEventIndex(anySet())).thenReturn(mEventIndex1);
+        when(mEventHistory2.getEventIndex(anySet())).thenReturn(mEventIndex2);
+        when(mEventHistory3.getEventIndex(anySet())).thenReturn(mEventIndex3);
+        when(mEventHistory4.getEventIndex(anySet())).thenReturn(mEventIndex4);
+        when(mEventHistory5.getEventIndex(anySet())).thenReturn(mEventIndex5);
+        when(mEventHistory1.getEventIndex(Event.TYPE_SHARE_TEXT)).thenReturn(mEventIndex6);
+        when(mEventHistory2.getEventIndex(Event.TYPE_SHARE_TEXT)).thenReturn(mEventIndex7);
+        when(mEventHistory3.getEventIndex(Event.TYPE_SHARE_TEXT)).thenReturn(mEventIndex8);
+        when(mEventHistory4.getEventIndex(Event.TYPE_SHARE_TEXT)).thenReturn(mEventIndex9);
+        when(mEventHistory5.getEventIndex(Event.TYPE_SHARE_TEXT)).thenReturn(mEventIndex10);
+
+        SharesheetModelScorer.computeScoreForDirectShare(
+                List.of(mShareShortcutTarget1, mShareShortcutTarget2, mShareShortcutTarget3,
+                        mShareShortcutTarget4, mShareShortcutTarget5, mShareShortcutTarget6),
+                Event.TYPE_SHARE_TEXT, 20);
+
+        assertEquals(0f, mShareShortcutTarget1.getScore(), DELTA);
+        assertEquals(0.3f, mShareShortcutTarget2.getScore(), DELTA);
+        assertEquals(0.4f, mShareShortcutTarget3.getScore(), DELTA);
+        assertEquals(0.3f, mShareShortcutTarget4.getScore(), DELTA);
+        assertEquals(0.4f, mShareShortcutTarget5.getScore(), DELTA);
+        assertEquals(0f, mShareShortcutTarget6.getScore(), DELTA);
+    }
+
+    private static ShortcutInfo buildShortcutInfo(String packageName, int userId, String id) {
+        Context mockContext = mock(Context.class);
+        when(mockContext.getPackageName()).thenReturn(packageName);
+        when(mockContext.getUserId()).thenReturn(userId);
+        when(mockContext.getUser()).thenReturn(UserHandle.of(userId));
+        ShortcutInfo.Builder builder = new ShortcutInfo.Builder(mockContext, id).setShortLabel(id);
+        return builder.build();
+    }
+
     private static UsageEvents.Event createUsageEvent(String packageName) {
         UsageEvents.Event e = new UsageEvents.Event();
         e.mPackage = packageName;