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Commit 943c8074 authored by Song Hu's avatar Song Hu Committed by Automerger Merge Worker
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DO NOT MERGE Put parameterized weights on top two sharing shortcuts of each... 

DO NOT MERGE Put parameterized weights on top two sharing shortcuts of each app as per shortcuts native ranking in PeopleService Sharesheet model. am: eedf47cb

Original change: https://googleplex-android-review.googlesource.com/c/platform/frameworks/base/+/12684673

Change-Id: I29e0c19f954fc6ce8538a2300279a42120569106
parents 2f44bc9d eedf47cb

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

+14 −0
Original line number Diff line number Diff line
@@ -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

+2 −2
Original line number Diff line number Diff line
@@ -86,8 +86,8 @@ class ShareTargetPredictor extends AppTargetPredictor { 
            return;

        }

        List<ShareTarget> shareTargets = getDirectShareTargets();

        SharesheetModelScorer.computeScore(shareTargets, getShareEventType(mIntentFilter),

                System.currentTimeMillis());

        SharesheetModelScorer.computeScoreForDirectShare(shareTargets,

                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

+75 −0
Original line number Diff line number Diff line
@@ -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

+147 −0
Original line number Diff line number Diff line
@@ -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;