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1 /*
2  * Copyright (C) 2011 The Android Open Source Project
3  *
4  * Licensed under the Apache License, Version 2.0 (the "License");
5  * you may not use this file except in compliance with the License.
6  * You may obtain a copy of the License at
7  *
8  *      http://www.apache.org/licenses/LICENSE-2.0
9  *
10  * Unless required by applicable law or agreed to in writing, software
11  * distributed under the License is distributed on an "AS IS" BASIS,
12  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13  * See the License for the specific language governing permissions and
14  * limitations under the License.
15  */
16 
17 package android.net;
18 
19 import static com.android.net.module.util.NetworkStatsUtils.multiplySafeByRational;
20 
21 import android.annotation.IntDef;
22 import android.annotation.NonNull;
23 import android.annotation.Nullable;
24 import android.annotation.SystemApi;
25 import android.compat.annotation.UnsupportedAppUsage;
26 import android.os.Build;
27 import android.os.Parcel;
28 import android.os.Parcelable;
29 import android.os.Process;
30 import android.os.SystemClock;
31 import android.text.TextUtils;
32 import android.util.SparseBooleanArray;
33 
34 import com.android.internal.annotations.VisibleForTesting;
35 import com.android.net.module.util.CollectionUtils;
36 
37 import libcore.util.EmptyArray;
38 
39 import java.io.CharArrayWriter;
40 import java.io.PrintWriter;
41 import java.lang.annotation.Retention;
42 import java.lang.annotation.RetentionPolicy;
43 import java.util.Arrays;
44 import java.util.HashSet;
45 import java.util.Iterator;
46 import java.util.List;
47 import java.util.Map;
48 import java.util.Objects;
49 import java.util.function.Predicate;
50 
51 /**
52  * Collection of active network statistics. Can contain summary details across
53  * all interfaces, or details with per-UID granularity. Internally stores data
54  * as a large table, closely matching {@code /proc/} data format. This structure
55  * optimizes for rapid in-memory comparison, but consider using
56  * {@link NetworkStatsHistory} when persisting.
57  *
58  * @hide
59  */
60 // @NotThreadSafe
61 @SystemApi
62 public final class NetworkStats implements Parcelable, Iterable<NetworkStats.Entry> {
63     private static final String TAG = "NetworkStats";
64 
65     /**
66      * {@link #iface} value when interface details unavailable.
67      * @hide
68      */
69     @Nullable public static final String IFACE_ALL = null;
70 
71     /**
72      * Virtual network interface for video telephony. This is for VT data usage counting
73      * purpose.
74      */
75     public static final String IFACE_VT = "vt_data0";
76 
77     /** {@link #uid} value when UID details unavailable. */
78     public static final int UID_ALL = -1;
79     /** Special UID value for data usage by tethering. */
80     public static final int UID_TETHERING = -5;
81 
82     /**
83      * {@link #tag} value matching any tag.
84      * @hide
85      */
86     // TODO: Rename TAG_ALL to TAG_ANY.
87     public static final int TAG_ALL = -1;
88     /** {@link #set} value for all sets combined, not including debug sets. */
89     public static final int SET_ALL = -1;
90     /** {@link #set} value where background data is accounted. */
91     public static final int SET_DEFAULT = 0;
92     /** {@link #set} value where foreground data is accounted. */
93     public static final int SET_FOREGROUND = 1;
94     /**
95      * All {@link #set} value greater than SET_DEBUG_START are debug {@link #set} values.
96      * @hide
97      */
98     public static final int SET_DEBUG_START = 1000;
99     /**
100      * Debug {@link #set} value when the VPN stats are moved in.
101      * @hide
102      */
103     public static final int SET_DBG_VPN_IN = 1001;
104     /**
105      * Debug {@link #set} value when the VPN stats are moved out of a vpn UID.
106      * @hide
107      */
108     public static final int SET_DBG_VPN_OUT = 1002;
109 
110     /** @hide */
111     @Retention(RetentionPolicy.SOURCE)
112     @IntDef(prefix = { "SET_" }, value = {
113             SET_ALL,
114             SET_DEFAULT,
115             SET_FOREGROUND,
116     })
117     public @interface State {
118     }
119 
120     /**
121      * Include all interfaces when filtering
122      * @hide
123      */
124     public @Nullable static final String[] INTERFACES_ALL = null;
125 
126     /** {@link #tag} value for total data across all tags. */
127     public static final int TAG_NONE = 0;
128 
129     /** {@link #metered} value to account for all metered states. */
130     public static final int METERED_ALL = -1;
131     /** {@link #metered} value where native, unmetered data is accounted. */
132     public static final int METERED_NO = 0;
133     /** {@link #metered} value where metered data is accounted. */
134     public static final int METERED_YES = 1;
135 
136     /** @hide */
137     @Retention(RetentionPolicy.SOURCE)
138     @IntDef(prefix = { "METERED_" }, value = {
139             METERED_ALL,
140             METERED_NO,
141             METERED_YES
142     })
143     public @interface Meteredness {
144     }
145 
146 
147     /** {@link #roaming} value to account for all roaming states. */
148     public static final int ROAMING_ALL = -1;
149     /** {@link #roaming} value where native, non-roaming data is accounted. */
150     public static final int ROAMING_NO = 0;
151     /** {@link #roaming} value where roaming data is accounted. */
152     public static final int ROAMING_YES = 1;
153 
154     /** @hide */
155     @Retention(RetentionPolicy.SOURCE)
156     @IntDef(prefix = { "ROAMING_" }, value = {
157             ROAMING_ALL,
158             ROAMING_NO,
159             ROAMING_YES
160     })
161     public @interface Roaming {
162     }
163 
164     /** {@link #onDefaultNetwork} value to account for all default network states. */
165     public static final int DEFAULT_NETWORK_ALL = -1;
166     /** {@link #onDefaultNetwork} value to account for usage while not the default network. */
167     public static final int DEFAULT_NETWORK_NO = 0;
168     /** {@link #onDefaultNetwork} value to account for usage while the default network. */
169     public static final int DEFAULT_NETWORK_YES = 1;
170 
171     /** @hide */
172     @Retention(RetentionPolicy.SOURCE)
173     @IntDef(prefix = { "DEFAULT_NETWORK_" }, value = {
174             DEFAULT_NETWORK_ALL,
175             DEFAULT_NETWORK_NO,
176             DEFAULT_NETWORK_YES
177     })
178     public @interface DefaultNetwork {
179     }
180 
181     /**
182      * Denotes a request for stats at the interface level.
183      * @hide
184      */
185     public static final int STATS_PER_IFACE = 0;
186     /**
187      * Denotes a request for stats at the interface and UID level.
188      * @hide
189      */
190     public static final int STATS_PER_UID = 1;
191 
192     /** @hide */
193     @Retention(RetentionPolicy.SOURCE)
194     @IntDef(prefix = { "STATS_PER_" }, value = {
195             STATS_PER_IFACE,
196             STATS_PER_UID
197     })
198     public @interface StatsType {
199     }
200 
201     private static final String CLATD_INTERFACE_PREFIX = "v4-";
202     // Delta between IPv4 header (20b) and IPv6 header (40b).
203     // Used for correct stats accounting on clatd interfaces.
204     private static final int IPV4V6_HEADER_DELTA = 20;
205 
206     // TODO: move fields to "mVariable" notation
207 
208     /**
209      * {@link SystemClock#elapsedRealtime()} timestamp in milliseconds when this data was
210      * generated.
211      * It's a timestamps delta when {@link #subtract()},
212      * {@code INetworkStatsSession#getSummaryForAllUid()} methods are used.
213      */
214     private long elapsedRealtime;
215     @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
216     private int size;
217     @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
218     private int capacity;
219     @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
220     private String[] iface;
221     @UnsupportedAppUsage
222     private int[] uid;
223     @UnsupportedAppUsage
224     private int[] set;
225     @UnsupportedAppUsage
226     private int[] tag;
227     @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
228     private int[] metered;
229     @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
230     private int[] roaming;
231     @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
232     private int[] defaultNetwork;
233     @UnsupportedAppUsage
234     private long[] rxBytes;
235     @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
236     private long[] rxPackets;
237     @UnsupportedAppUsage
238     private long[] txBytes;
239     @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
240     private long[] txPackets;
241     @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
242     private long[] operations;
243 
244     /**
245      * Basic element of network statistics. Contains the number of packets and number of bytes
246      * transferred on both directions in a given set of conditions. See
247      * {@link Entry#Entry(String, int, int, int, int, int, int, long, long, long, long, long)}.
248      *
249      * @hide
250      */
251     @SystemApi
252     public static class Entry {
253         /** @hide */
254         @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
255         public String iface;
256         /** @hide */
257         @UnsupportedAppUsage
258         public int uid;
259         /** @hide */
260         @UnsupportedAppUsage
261         public int set;
262         /** @hide */
263         @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
264         public int tag;
265         /**
266          * Note that this is only populated w/ the default value when read from /proc or written
267          * to disk. We merge in the correct value when reporting this value to clients of
268          * getSummary().
269          * @hide
270          */
271         public int metered;
272         /**
273          * Note that this is only populated w/ the default value when read from /proc or written
274          * to disk. We merge in the correct value when reporting this value to clients of
275          * getSummary().
276          * @hide
277          */
278         public int roaming;
279         /**
280          * Note that this is only populated w/ the default value when read from /proc or written
281          * to disk. We merge in the correct value when reporting this value to clients of
282          * getSummary().
283          * @hide
284          */
285         public int defaultNetwork;
286         /** @hide */
287         @UnsupportedAppUsage
288         public long rxBytes;
289         /** @hide */
290         @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
291         public long rxPackets;
292         /** @hide */
293         @UnsupportedAppUsage
294         public long txBytes;
295         /** @hide */
296         @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
297         public long txPackets;
298         /** @hide */
299         @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
300         public long operations;
301 
302         /** @hide */
303         @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
Entry()304         public Entry() {
305             this(IFACE_ALL, UID_ALL, SET_DEFAULT, TAG_NONE, METERED_NO, ROAMING_NO,
306                     DEFAULT_NETWORK_NO, 0L, 0L, 0L, 0L, 0L);
307         }
308 
309         /**
310          * Construct a {@link Entry} object by giving statistics of packet and byte transferred on
311          * both direction, and associated with a set of given conditions.
312          *
313          * @param iface interface name of this {@link Entry}. Or null if not specified.
314          * @param uid uid of this {@link Entry}. {@link #UID_TETHERING} if this {@link Entry} is
315          *            for tethering. Or {@link #UID_ALL} if this {@link NetworkStats} is only
316          *            counting iface stats.
317          * @param set usage state of this {@link Entry}.
318          * @param tag tag of this {@link Entry}.
319          * @param metered metered state of this {@link Entry}.
320          * @param roaming roaming state of this {@link Entry}.
321          * @param defaultNetwork default network status of this {@link Entry}.
322          * @param rxBytes Number of bytes received for this {@link Entry}. Statistics should
323          *                represent the contents of IP packets, including IP headers.
324          * @param rxPackets Number of packets received for this {@link Entry}. Statistics should
325          *                  represent the contents of IP packets, including IP headers.
326          * @param txBytes Number of bytes transmitted for this {@link Entry}. Statistics should
327          *                represent the contents of IP packets, including IP headers.
328          * @param txPackets Number of bytes transmitted for this {@link Entry}. Statistics should
329          *                  represent the contents of IP packets, including IP headers.
330          * @param operations count of network operations performed for this {@link Entry}. This can
331          *                   be used to derive bytes-per-operation.
332          */
Entry(@ullable String iface, int uid, @State int set, int tag, @Meteredness int metered, @Roaming int roaming, @DefaultNetwork int defaultNetwork, long rxBytes, long rxPackets, long txBytes, long txPackets, long operations)333         public Entry(@Nullable String iface, int uid, @State int set, int tag,
334                 @Meteredness int metered, @Roaming int roaming, @DefaultNetwork int defaultNetwork,
335                 long rxBytes, long rxPackets, long txBytes, long txPackets, long operations) {
336             this.iface = iface;
337             this.uid = uid;
338             this.set = set;
339             this.tag = tag;
340             this.metered = metered;
341             this.roaming = roaming;
342             this.defaultNetwork = defaultNetwork;
343             this.rxBytes = rxBytes;
344             this.rxPackets = rxPackets;
345             this.txBytes = txBytes;
346             this.txPackets = txPackets;
347             this.operations = operations;
348         }
349 
350         /** @hide */
isNegative()351         public boolean isNegative() {
352             return rxBytes < 0 || rxPackets < 0 || txBytes < 0 || txPackets < 0 || operations < 0;
353         }
354 
355         /** @hide */
isEmpty()356         public boolean isEmpty() {
357             return rxBytes == 0 && rxPackets == 0 && txBytes == 0 && txPackets == 0
358                     && operations == 0;
359         }
360 
361         /** @hide */
add(Entry another)362         public void add(Entry another) {
363             this.rxBytes += another.rxBytes;
364             this.rxPackets += another.rxPackets;
365             this.txBytes += another.txBytes;
366             this.txPackets += another.txPackets;
367             this.operations += another.operations;
368         }
369 
370         /**
371          * @return interface name of this entry.
372          * @hide
373          */
getIface()374         @Nullable public String getIface() {
375             return iface;
376         }
377 
378         /**
379          * @return the uid of this entry.
380          */
getUid()381         public int getUid() {
382             return uid;
383         }
384 
385         /**
386          * @return the set state of this entry.
387          */
getSet()388         @State public int getSet() {
389             return set;
390         }
391 
392         /**
393          * @return the tag value of this entry.
394          */
getTag()395         public int getTag() {
396             return tag;
397         }
398 
399         /**
400          * @return the metered state.
401          */
402         @Meteredness
getMetered()403         public int getMetered() {
404             return metered;
405         }
406 
407         /**
408          * @return the roaming state.
409          */
410         @Roaming
getRoaming()411         public int getRoaming() {
412             return roaming;
413         }
414 
415         /**
416          * @return the default network state.
417          */
418         @DefaultNetwork
getDefaultNetwork()419         public int getDefaultNetwork() {
420             return defaultNetwork;
421         }
422 
423         /**
424          * @return the number of received bytes.
425          */
getRxBytes()426         public long getRxBytes() {
427             return rxBytes;
428         }
429 
430         /**
431          * @return the number of received packets.
432          */
getRxPackets()433         public long getRxPackets() {
434             return rxPackets;
435         }
436 
437         /**
438          * @return the number of transmitted bytes.
439          */
getTxBytes()440         public long getTxBytes() {
441             return txBytes;
442         }
443 
444         /**
445          * @return the number of transmitted packets.
446          */
getTxPackets()447         public long getTxPackets() {
448             return txPackets;
449         }
450 
451         /**
452          * @return the count of network operations performed for this entry.
453          */
getOperations()454         public long getOperations() {
455             return operations;
456         }
457 
458         @Override
toString()459         public String toString() {
460             final StringBuilder builder = new StringBuilder();
461             builder.append("iface=").append(iface);
462             builder.append(" uid=").append(uid);
463             builder.append(" set=").append(setToString(set));
464             builder.append(" tag=").append(tagToString(tag));
465             builder.append(" metered=").append(meteredToString(metered));
466             builder.append(" roaming=").append(roamingToString(roaming));
467             builder.append(" defaultNetwork=").append(defaultNetworkToString(defaultNetwork));
468             builder.append(" rxBytes=").append(rxBytes);
469             builder.append(" rxPackets=").append(rxPackets);
470             builder.append(" txBytes=").append(txBytes);
471             builder.append(" txPackets=").append(txPackets);
472             builder.append(" operations=").append(operations);
473             return builder.toString();
474         }
475 
476         /** @hide */
477         @Override
equals(@ullable Object o)478         public boolean equals(@Nullable Object o) {
479             if (o instanceof Entry) {
480                 final Entry e = (Entry) o;
481                 return uid == e.uid && set == e.set && tag == e.tag && metered == e.metered
482                         && roaming == e.roaming && defaultNetwork == e.defaultNetwork
483                         && rxBytes == e.rxBytes && rxPackets == e.rxPackets
484                         && txBytes == e.txBytes && txPackets == e.txPackets
485                         && operations == e.operations && TextUtils.equals(iface, e.iface);
486             }
487             return false;
488         }
489 
490         /** @hide */
491         @Override
hashCode()492         public int hashCode() {
493             return Objects.hash(uid, set, tag, metered, roaming, defaultNetwork, iface);
494         }
495     }
496 
NetworkStats(long elapsedRealtime, int initialSize)497     public NetworkStats(long elapsedRealtime, int initialSize) {
498         this.elapsedRealtime = elapsedRealtime;
499         this.size = 0;
500         if (initialSize > 0) {
501             this.capacity = initialSize;
502             this.iface = new String[initialSize];
503             this.uid = new int[initialSize];
504             this.set = new int[initialSize];
505             this.tag = new int[initialSize];
506             this.metered = new int[initialSize];
507             this.roaming = new int[initialSize];
508             this.defaultNetwork = new int[initialSize];
509             this.rxBytes = new long[initialSize];
510             this.rxPackets = new long[initialSize];
511             this.txBytes = new long[initialSize];
512             this.txPackets = new long[initialSize];
513             this.operations = new long[initialSize];
514         } else {
515             // Special case for use by NetworkStatsFactory to start out *really* empty.
516             clear();
517         }
518     }
519 
520     /** @hide */
521     @UnsupportedAppUsage(maxTargetSdk = Build.VERSION_CODES.R, trackingBug = 170729553)
NetworkStats(Parcel parcel)522     public NetworkStats(Parcel parcel) {
523         elapsedRealtime = parcel.readLong();
524         size = parcel.readInt();
525         capacity = parcel.readInt();
526         iface = parcel.createStringArray();
527         uid = parcel.createIntArray();
528         set = parcel.createIntArray();
529         tag = parcel.createIntArray();
530         metered = parcel.createIntArray();
531         roaming = parcel.createIntArray();
532         defaultNetwork = parcel.createIntArray();
533         rxBytes = parcel.createLongArray();
534         rxPackets = parcel.createLongArray();
535         txBytes = parcel.createLongArray();
536         txPackets = parcel.createLongArray();
537         operations = parcel.createLongArray();
538     }
539 
540     @Override
writeToParcel(@onNull Parcel dest, int flags)541     public void writeToParcel(@NonNull Parcel dest, int flags) {
542         dest.writeLong(elapsedRealtime);
543         dest.writeInt(size);
544         dest.writeInt(capacity);
545         dest.writeStringArray(iface);
546         dest.writeIntArray(uid);
547         dest.writeIntArray(set);
548         dest.writeIntArray(tag);
549         dest.writeIntArray(metered);
550         dest.writeIntArray(roaming);
551         dest.writeIntArray(defaultNetwork);
552         dest.writeLongArray(rxBytes);
553         dest.writeLongArray(rxPackets);
554         dest.writeLongArray(txBytes);
555         dest.writeLongArray(txPackets);
556         dest.writeLongArray(operations);
557     }
558 
559     /**
560      * @hide
561      */
562     @Override
clone()563     public NetworkStats clone() {
564         final NetworkStats clone = new NetworkStats(elapsedRealtime, size);
565         NetworkStats.Entry entry = null;
566         for (int i = 0; i < size; i++) {
567             entry = getValues(i, entry);
568             clone.insertEntry(entry);
569         }
570         return clone;
571     }
572 
573     /**
574      * Clear all data stored in this object.
575      * @hide
576      */
clear()577     public void clear() {
578         this.capacity = 0;
579         this.iface = EmptyArray.STRING;
580         this.uid = EmptyArray.INT;
581         this.set = EmptyArray.INT;
582         this.tag = EmptyArray.INT;
583         this.metered = EmptyArray.INT;
584         this.roaming = EmptyArray.INT;
585         this.defaultNetwork = EmptyArray.INT;
586         this.rxBytes = EmptyArray.LONG;
587         this.rxPackets = EmptyArray.LONG;
588         this.txBytes = EmptyArray.LONG;
589         this.txPackets = EmptyArray.LONG;
590         this.operations = EmptyArray.LONG;
591     }
592 
593     /** @hide */
594     @VisibleForTesting
insertEntry( String iface, long rxBytes, long rxPackets, long txBytes, long txPackets)595     public NetworkStats insertEntry(
596             String iface, long rxBytes, long rxPackets, long txBytes, long txPackets) {
597         return insertEntry(
598                 iface, UID_ALL, SET_DEFAULT, TAG_NONE, METERED_NO, ROAMING_NO, DEFAULT_NETWORK_NO,
599                 rxBytes, rxPackets, txBytes, txPackets, 0L);
600     }
601 
602     /** @hide */
603     @VisibleForTesting
insertEntry(String iface, int uid, int set, int tag, long rxBytes, long rxPackets, long txBytes, long txPackets, long operations)604     public NetworkStats insertEntry(String iface, int uid, int set, int tag, long rxBytes,
605             long rxPackets, long txBytes, long txPackets, long operations) {
606         return insertEntry(new Entry(
607                 iface, uid, set, tag,  METERED_NO, ROAMING_NO, DEFAULT_NETWORK_NO,
608                 rxBytes, rxPackets, txBytes, txPackets, operations));
609     }
610 
611     /** @hide */
612     @VisibleForTesting
insertEntry(String iface, int uid, int set, int tag, int metered, int roaming, int defaultNetwork, long rxBytes, long rxPackets, long txBytes, long txPackets, long operations)613     public NetworkStats insertEntry(String iface, int uid, int set, int tag, int metered,
614             int roaming, int defaultNetwork, long rxBytes, long rxPackets, long txBytes,
615             long txPackets, long operations) {
616         return insertEntry(new Entry(
617                 iface, uid, set, tag, metered, roaming, defaultNetwork, rxBytes, rxPackets,
618                 txBytes, txPackets, operations));
619     }
620 
621     /**
622      * Add new stats entry, copying from given {@link Entry}. The {@link Entry}
623      * object can be recycled across multiple calls.
624      * @hide
625      */
insertEntry(Entry entry)626     public NetworkStats insertEntry(Entry entry) {
627         if (size >= capacity) {
628             final int newLength = Math.max(size, 10) * 3 / 2;
629             iface = Arrays.copyOf(iface, newLength);
630             uid = Arrays.copyOf(uid, newLength);
631             set = Arrays.copyOf(set, newLength);
632             tag = Arrays.copyOf(tag, newLength);
633             metered = Arrays.copyOf(metered, newLength);
634             roaming = Arrays.copyOf(roaming, newLength);
635             defaultNetwork = Arrays.copyOf(defaultNetwork, newLength);
636             rxBytes = Arrays.copyOf(rxBytes, newLength);
637             rxPackets = Arrays.copyOf(rxPackets, newLength);
638             txBytes = Arrays.copyOf(txBytes, newLength);
639             txPackets = Arrays.copyOf(txPackets, newLength);
640             operations = Arrays.copyOf(operations, newLength);
641             capacity = newLength;
642         }
643 
644         setValues(size, entry);
645         size++;
646 
647         return this;
648     }
649 
setValues(int i, Entry entry)650     private void setValues(int i, Entry entry) {
651         iface[i] = entry.iface;
652         uid[i] = entry.uid;
653         set[i] = entry.set;
654         tag[i] = entry.tag;
655         metered[i] = entry.metered;
656         roaming[i] = entry.roaming;
657         defaultNetwork[i] = entry.defaultNetwork;
658         rxBytes[i] = entry.rxBytes;
659         rxPackets[i] = entry.rxPackets;
660         txBytes[i] = entry.txBytes;
661         txPackets[i] = entry.txPackets;
662         operations[i] = entry.operations;
663     }
664 
665     /**
666      * Iterate over Entry objects.
667      *
668      * Return an iterator of this object that will iterate through all contained Entry objects.
669      *
670      * This iterator does not support concurrent modification and makes no guarantee of fail-fast
671      * behavior. If any method that can mutate the contents of this object is called while
672      * iteration is in progress, either inside the loop or in another thread, then behavior is
673      * undefined.
674      * The remove() method is not implemented and will throw UnsupportedOperationException.
675      * @hide
676      */
677     @SystemApi
iterator()678     @NonNull public Iterator<Entry> iterator() {
679         return new Iterator<Entry>() {
680             int mIndex = 0;
681 
682             @Override
683             public boolean hasNext() {
684                 return mIndex < size;
685             }
686 
687             @Override
688             public Entry next() {
689                 return getValues(mIndex++, null);
690             }
691         };
692     }
693 
694     /**
695      * Return specific stats entry.
696      * @hide
697      */
698     @UnsupportedAppUsage
getValues(int i, @Nullable Entry recycle)699     public Entry getValues(int i, @Nullable Entry recycle) {
700         final Entry entry = recycle != null ? recycle : new Entry();
701         entry.iface = iface[i];
702         entry.uid = uid[i];
703         entry.set = set[i];
704         entry.tag = tag[i];
705         entry.metered = metered[i];
706         entry.roaming = roaming[i];
707         entry.defaultNetwork = defaultNetwork[i];
708         entry.rxBytes = rxBytes[i];
709         entry.rxPackets = rxPackets[i];
710         entry.txBytes = txBytes[i];
711         entry.txPackets = txPackets[i];
712         entry.operations = operations[i];
713         return entry;
714     }
715 
716     /**
717      * If @{code dest} is not equal to @{code src}, copy entry from index @{code src} to index
718      * @{code dest}.
719      */
maybeCopyEntry(int dest, int src)720     private void maybeCopyEntry(int dest, int src) {
721         if (dest == src) return;
722         iface[dest] = iface[src];
723         uid[dest] = uid[src];
724         set[dest] = set[src];
725         tag[dest] = tag[src];
726         metered[dest] = metered[src];
727         roaming[dest] = roaming[src];
728         defaultNetwork[dest] = defaultNetwork[src];
729         rxBytes[dest] = rxBytes[src];
730         rxPackets[dest] = rxPackets[src];
731         txBytes[dest] = txBytes[src];
732         txPackets[dest] = txPackets[src];
733         operations[dest] = operations[src];
734     }
735 
736     /** @hide */
getElapsedRealtime()737     public long getElapsedRealtime() {
738         return elapsedRealtime;
739     }
740 
741     /** @hide */
setElapsedRealtime(long time)742     public void setElapsedRealtime(long time) {
743         elapsedRealtime = time;
744     }
745 
746     /**
747      * Return age of this {@link NetworkStats} object with respect to
748      * {@link SystemClock#elapsedRealtime()}.
749      * @hide
750      */
getElapsedRealtimeAge()751     public long getElapsedRealtimeAge() {
752         return SystemClock.elapsedRealtime() - elapsedRealtime;
753     }
754 
755     /** @hide */
756     @UnsupportedAppUsage
size()757     public int size() {
758         return size;
759     }
760 
761     /** @hide */
762     @VisibleForTesting
internalSize()763     public int internalSize() {
764         return capacity;
765     }
766 
767     /** @hide */
768     @Deprecated
combineValues(String iface, int uid, int tag, long rxBytes, long rxPackets, long txBytes, long txPackets, long operations)769     public NetworkStats combineValues(String iface, int uid, int tag, long rxBytes, long rxPackets,
770             long txBytes, long txPackets, long operations) {
771         return combineValues(
772                 iface, uid, SET_DEFAULT, tag, rxBytes, rxPackets, txBytes,
773                 txPackets, operations);
774     }
775 
776     /** @hide */
combineValues(String iface, int uid, int set, int tag, long rxBytes, long rxPackets, long txBytes, long txPackets, long operations)777     public NetworkStats combineValues(String iface, int uid, int set, int tag,
778             long rxBytes, long rxPackets, long txBytes, long txPackets, long operations) {
779         return combineValues(new Entry(
780                 iface, uid, set, tag, METERED_NO, ROAMING_NO, DEFAULT_NETWORK_NO,
781                 rxBytes, rxPackets, txBytes, txPackets, operations));
782     }
783 
784     /**
785      * Combine given values with an existing row, or create a new row if
786      * {@link #findIndex(String, int, int, int, int, int, int)} is unable to find match. Can
787      * also be used to subtract values from existing rows. This method mutates the referencing
788      * {@link NetworkStats} object.
789      *
790      * @param entry the {@link Entry} to combine.
791      * @return a reference to this mutated {@link NetworkStats} object.
792      * @hide
793      */
combineValues(@onNull Entry entry)794     public @NonNull NetworkStats combineValues(@NonNull Entry entry) {
795         final int i = findIndex(entry.iface, entry.uid, entry.set, entry.tag, entry.metered,
796                 entry.roaming, entry.defaultNetwork);
797         if (i == -1) {
798             // only create new entry when positive contribution
799             insertEntry(entry);
800         } else {
801             rxBytes[i] += entry.rxBytes;
802             rxPackets[i] += entry.rxPackets;
803             txBytes[i] += entry.txBytes;
804             txPackets[i] += entry.txPackets;
805             operations[i] += entry.operations;
806         }
807         return this;
808     }
809 
810     /**
811      * Add given values with an existing row, or create a new row if
812      * {@link #findIndex(String, int, int, int, int, int, int)} is unable to find match. Can
813      * also be used to subtract values from existing rows.
814      *
815      * @param entry the {@link Entry} to add.
816      * @return a new constructed {@link NetworkStats} object that contains the result.
817      */
addEntry(@onNull Entry entry)818     public @NonNull NetworkStats addEntry(@NonNull Entry entry) {
819         return this.clone().combineValues(entry);
820     }
821 
822     /**
823      * Add the given {@link NetworkStats} objects.
824      *
825      * @return the sum of two objects.
826      */
add(@onNull NetworkStats another)827     public @NonNull NetworkStats add(@NonNull NetworkStats another) {
828         final NetworkStats ret = this.clone();
829         ret.combineAllValues(another);
830         return ret;
831     }
832 
833     /**
834      * Combine all values from another {@link NetworkStats} into this object.
835      * @hide
836      */
combineAllValues(@onNull NetworkStats another)837     public void combineAllValues(@NonNull NetworkStats another) {
838         NetworkStats.Entry entry = null;
839         for (int i = 0; i < another.size; i++) {
840             entry = another.getValues(i, entry);
841             combineValues(entry);
842         }
843     }
844 
845     /**
846      * Find first stats index that matches the requested parameters.
847      * @hide
848      */
findIndex(String iface, int uid, int set, int tag, int metered, int roaming, int defaultNetwork)849     public int findIndex(String iface, int uid, int set, int tag, int metered, int roaming,
850             int defaultNetwork) {
851         for (int i = 0; i < size; i++) {
852             if (uid == this.uid[i] && set == this.set[i] && tag == this.tag[i]
853                     && metered == this.metered[i] && roaming == this.roaming[i]
854                     && defaultNetwork == this.defaultNetwork[i]
855                     && Objects.equals(iface, this.iface[i])) {
856                 return i;
857             }
858         }
859         return -1;
860     }
861 
862     /**
863      * Find first stats index that matches the requested parameters, starting
864      * search around the hinted index as an optimization.
865      * @hide
866      */
867     @VisibleForTesting
findIndexHinted(String iface, int uid, int set, int tag, int metered, int roaming, int defaultNetwork, int hintIndex)868     public int findIndexHinted(String iface, int uid, int set, int tag, int metered, int roaming,
869             int defaultNetwork, int hintIndex) {
870         for (int offset = 0; offset < size; offset++) {
871             final int halfOffset = offset / 2;
872 
873             // search outwards from hint index, alternating forward and backward
874             final int i;
875             if (offset % 2 == 0) {
876                 i = (hintIndex + halfOffset) % size;
877             } else {
878                 i = (size + hintIndex - halfOffset - 1) % size;
879             }
880 
881             if (uid == this.uid[i] && set == this.set[i] && tag == this.tag[i]
882                     && metered == this.metered[i] && roaming == this.roaming[i]
883                     && defaultNetwork == this.defaultNetwork[i]
884                     && Objects.equals(iface, this.iface[i])) {
885                 return i;
886             }
887         }
888         return -1;
889     }
890 
891     /**
892      * Splice in {@link #operations} from the given {@link NetworkStats} based
893      * on matching {@link #uid} and {@link #tag} rows. Ignores {@link #iface},
894      * since operation counts are at data layer.
895      * @hide
896      */
spliceOperationsFrom(NetworkStats stats)897     public void spliceOperationsFrom(NetworkStats stats) {
898         for (int i = 0; i < size; i++) {
899             final int j = stats.findIndex(iface[i], uid[i], set[i], tag[i], metered[i], roaming[i],
900                     defaultNetwork[i]);
901             if (j == -1) {
902                 operations[i] = 0;
903             } else {
904                 operations[i] = stats.operations[j];
905             }
906         }
907     }
908 
909     /**
910      * Return list of unique interfaces known by this data structure.
911      * @hide
912      */
getUniqueIfaces()913     public String[] getUniqueIfaces() {
914         final HashSet<String> ifaces = new HashSet<String>();
915         for (String iface : this.iface) {
916             if (iface != IFACE_ALL) {
917                 ifaces.add(iface);
918             }
919         }
920         return ifaces.toArray(new String[ifaces.size()]);
921     }
922 
923     /**
924      * Return list of unique UIDs known by this data structure.
925      * @hide
926      */
927     @UnsupportedAppUsage
getUniqueUids()928     public int[] getUniqueUids() {
929         final SparseBooleanArray uids = new SparseBooleanArray();
930         for (int uid : this.uid) {
931             uids.put(uid, true);
932         }
933 
934         final int size = uids.size();
935         final int[] result = new int[size];
936         for (int i = 0; i < size; i++) {
937             result[i] = uids.keyAt(i);
938         }
939         return result;
940     }
941 
942     /**
943      * Return total bytes represented by this snapshot object, usually used when
944      * checking if a {@link #subtract(NetworkStats)} delta passes a threshold.
945      * @hide
946      */
947     @UnsupportedAppUsage
getTotalBytes()948     public long getTotalBytes() {
949         final Entry entry = getTotal(null);
950         return entry.rxBytes + entry.txBytes;
951     }
952 
953     /**
954      * Return total of all fields represented by this snapshot object.
955      * @hide
956      */
957     @UnsupportedAppUsage
getTotal(Entry recycle)958     public Entry getTotal(Entry recycle) {
959         return getTotal(recycle, null, UID_ALL, false);
960     }
961 
962     /**
963      * Return total of all fields represented by this snapshot object matching
964      * the requested {@link #uid}.
965      * @hide
966      */
967     @UnsupportedAppUsage
getTotal(Entry recycle, int limitUid)968     public Entry getTotal(Entry recycle, int limitUid) {
969         return getTotal(recycle, null, limitUid, false);
970     }
971 
972     /**
973      * Return total of all fields represented by this snapshot object matching
974      * the requested {@link #iface}.
975      * @hide
976      */
getTotal(Entry recycle, HashSet<String> limitIface)977     public Entry getTotal(Entry recycle, HashSet<String> limitIface) {
978         return getTotal(recycle, limitIface, UID_ALL, false);
979     }
980 
981     /** @hide */
982     @UnsupportedAppUsage
getTotalIncludingTags(Entry recycle)983     public Entry getTotalIncludingTags(Entry recycle) {
984         return getTotal(recycle, null, UID_ALL, true);
985     }
986 
987     /**
988      * Return total of all fields represented by this snapshot object matching
989      * the requested {@link #iface} and {@link #uid}.
990      *
991      * @param limitIface Set of {@link #iface} to include in total; or {@code
992      *            null} to include all ifaces.
993      */
getTotal( Entry recycle, HashSet<String> limitIface, int limitUid, boolean includeTags)994     private Entry getTotal(
995             Entry recycle, HashSet<String> limitIface, int limitUid, boolean includeTags) {
996         final Entry entry = recycle != null ? recycle : new Entry();
997 
998         entry.iface = IFACE_ALL;
999         entry.uid = limitUid;
1000         entry.set = SET_ALL;
1001         entry.tag = TAG_NONE;
1002         entry.metered = METERED_ALL;
1003         entry.roaming = ROAMING_ALL;
1004         entry.defaultNetwork = DEFAULT_NETWORK_ALL;
1005         entry.rxBytes = 0;
1006         entry.rxPackets = 0;
1007         entry.txBytes = 0;
1008         entry.txPackets = 0;
1009         entry.operations = 0;
1010 
1011         for (int i = 0; i < size; i++) {
1012             final boolean matchesUid = (limitUid == UID_ALL) || (limitUid == uid[i]);
1013             final boolean matchesIface = (limitIface == null) || (limitIface.contains(iface[i]));
1014 
1015             if (matchesUid && matchesIface) {
1016                 // skip specific tags, since already counted in TAG_NONE
1017                 if (tag[i] != TAG_NONE && !includeTags) continue;
1018 
1019                 entry.rxBytes += rxBytes[i];
1020                 entry.rxPackets += rxPackets[i];
1021                 entry.txBytes += txBytes[i];
1022                 entry.txPackets += txPackets[i];
1023                 entry.operations += operations[i];
1024             }
1025         }
1026         return entry;
1027     }
1028 
1029     /**
1030      * Fast path for battery stats.
1031      * @hide
1032      */
getTotalPackets()1033     public long getTotalPackets() {
1034         long total = 0;
1035         for (int i = size - 1; i >= 0; i--) {
1036             total += rxPackets[i] + txPackets[i];
1037         }
1038         return total;
1039     }
1040 
1041     /**
1042      * Subtract the given {@link NetworkStats}, effectively leaving the delta
1043      * between two snapshots in time. Assumes that statistics rows collect over
1044      * time, and that none of them have disappeared. This method does not mutate
1045      * the referencing object.
1046      *
1047      * @return the delta between two objects.
1048      */
subtract(@onNull NetworkStats right)1049     public @NonNull NetworkStats subtract(@NonNull NetworkStats right) {
1050         return subtract(this, right, null, null);
1051     }
1052 
1053     /**
1054      * Subtract the two given {@link NetworkStats} objects, returning the delta
1055      * between two snapshots in time. Assumes that statistics rows collect over
1056      * time, and that none of them have disappeared.
1057      * <p>
1058      * If counters have rolled backwards, they are clamped to {@code 0} and
1059      * reported to the given {@link NonMonotonicObserver}.
1060      * @hide
1061      */
subtract(NetworkStats left, NetworkStats right, NonMonotonicObserver<C> observer, C cookie)1062     public static <C> NetworkStats subtract(NetworkStats left, NetworkStats right,
1063             NonMonotonicObserver<C> observer, C cookie) {
1064         return subtract(left, right, observer, cookie, null);
1065     }
1066 
1067     /**
1068      * Subtract the two given {@link NetworkStats} objects, returning the delta
1069      * between two snapshots in time. Assumes that statistics rows collect over
1070      * time, and that none of them have disappeared.
1071      * <p>
1072      * If counters have rolled backwards, they are clamped to {@code 0} and
1073      * reported to the given {@link NonMonotonicObserver}.
1074      * <p>
1075      * If <var>recycle</var> is supplied, this NetworkStats object will be
1076      * reused (and returned) as the result if it is large enough to contain
1077      * the data.
1078      * @hide
1079      */
subtract(NetworkStats left, NetworkStats right, NonMonotonicObserver<C> observer, C cookie, NetworkStats recycle)1080     public static <C> NetworkStats subtract(NetworkStats left, NetworkStats right,
1081             NonMonotonicObserver<C> observer, C cookie, NetworkStats recycle) {
1082         long deltaRealtime = left.elapsedRealtime - right.elapsedRealtime;
1083         if (deltaRealtime < 0) {
1084             if (observer != null) {
1085                 observer.foundNonMonotonic(left, -1, right, -1, cookie);
1086             }
1087             deltaRealtime = 0;
1088         }
1089 
1090         // result will have our rows, and elapsed time between snapshots
1091         final Entry entry = new Entry();
1092         final NetworkStats result;
1093         if (recycle != null && recycle.capacity >= left.size) {
1094             result = recycle;
1095             result.size = 0;
1096             result.elapsedRealtime = deltaRealtime;
1097         } else {
1098             result = new NetworkStats(deltaRealtime, left.size);
1099         }
1100         for (int i = 0; i < left.size; i++) {
1101             entry.iface = left.iface[i];
1102             entry.uid = left.uid[i];
1103             entry.set = left.set[i];
1104             entry.tag = left.tag[i];
1105             entry.metered = left.metered[i];
1106             entry.roaming = left.roaming[i];
1107             entry.defaultNetwork = left.defaultNetwork[i];
1108             entry.rxBytes = left.rxBytes[i];
1109             entry.rxPackets = left.rxPackets[i];
1110             entry.txBytes = left.txBytes[i];
1111             entry.txPackets = left.txPackets[i];
1112             entry.operations = left.operations[i];
1113 
1114             // find remote row that matches, and subtract
1115             final int j = right.findIndexHinted(entry.iface, entry.uid, entry.set, entry.tag,
1116                     entry.metered, entry.roaming, entry.defaultNetwork, i);
1117             if (j != -1) {
1118                 // Found matching row, subtract remote value.
1119                 entry.rxBytes -= right.rxBytes[j];
1120                 entry.rxPackets -= right.rxPackets[j];
1121                 entry.txBytes -= right.txBytes[j];
1122                 entry.txPackets -= right.txPackets[j];
1123                 entry.operations -= right.operations[j];
1124             }
1125 
1126             if (entry.isNegative()) {
1127                 if (observer != null) {
1128                     observer.foundNonMonotonic(left, i, right, j, cookie);
1129                 }
1130                 entry.rxBytes = Math.max(entry.rxBytes, 0);
1131                 entry.rxPackets = Math.max(entry.rxPackets, 0);
1132                 entry.txBytes = Math.max(entry.txBytes, 0);
1133                 entry.txPackets = Math.max(entry.txPackets, 0);
1134                 entry.operations = Math.max(entry.operations, 0);
1135             }
1136 
1137             result.insertEntry(entry);
1138         }
1139 
1140         return result;
1141     }
1142 
1143     /**
1144      * Calculate and apply adjustments to captured statistics for 464xlat traffic.
1145      *
1146      * <p>This mutates stacked traffic stats, to account for IPv4/IPv6 header size difference.
1147      *
1148      * <p>UID stats, which are only accounted on the stacked interface, need to be increased
1149      * by 20 bytes/packet to account for translation overhead.
1150      *
1151      * <p>The potential additional overhead of 8 bytes/packet for ip fragments is ignored.
1152      *
1153      * <p>Interface stats need to sum traffic on both stacked and base interface because:
1154      *   - eBPF offloaded packets appear only on the stacked interface
1155      *   - Non-offloaded ingress packets appear only on the stacked interface
1156      *     (due to iptables raw PREROUTING drop rules)
1157      *   - Non-offloaded egress packets appear only on the stacked interface
1158      *     (due to ignoring traffic from clat daemon by uid match)
1159      * (and of course the 20 bytes/packet overhead needs to be applied to stacked interface stats)
1160      *
1161      * <p>This method will behave fine if {@code stackedIfaces} is an non-synchronized but add-only
1162      * {@code ConcurrentHashMap}
1163      * @param baseTraffic Traffic on the base interfaces. Will be mutated.
1164      * @param stackedTraffic Stats with traffic stacked on top of our ifaces. Will also be mutated.
1165      * @param stackedIfaces Mapping ipv6if -> ipv4if interface where traffic is counted on both.
1166      * @hide
1167      */
apply464xlatAdjustments(NetworkStats baseTraffic, NetworkStats stackedTraffic, Map<String, String> stackedIfaces)1168     public static void apply464xlatAdjustments(NetworkStats baseTraffic,
1169             NetworkStats stackedTraffic, Map<String, String> stackedIfaces) {
1170         // For recycling
1171         Entry entry = null;
1172         for (int i = 0; i < stackedTraffic.size; i++) {
1173             entry = stackedTraffic.getValues(i, entry);
1174             if (entry == null) continue;
1175             if (entry.iface == null) continue;
1176             if (!entry.iface.startsWith(CLATD_INTERFACE_PREFIX)) continue;
1177 
1178             // For 464xlat traffic, per uid stats only counts the bytes of the native IPv4 packet
1179             // sent on the stacked interface with prefix "v4-" and drops the IPv6 header size after
1180             // unwrapping. To account correctly for on-the-wire traffic, add the 20 additional bytes
1181             // difference for all packets (http://b/12249687, http:/b/33681750).
1182             //
1183             // Note: this doesn't account for LRO/GRO/GSO/TSO (ie. >mtu) traffic correctly, nor
1184             // does it correctly account for the 8 extra bytes in the IPv6 fragmentation header.
1185             //
1186             // While the ebpf code path does try to simulate proper post segmentation packet
1187             // counts, we have nothing of the sort of xt_qtaguid stats.
1188             entry.rxBytes += entry.rxPackets * IPV4V6_HEADER_DELTA;
1189             entry.txBytes += entry.txPackets * IPV4V6_HEADER_DELTA;
1190             stackedTraffic.setValues(i, entry);
1191         }
1192     }
1193 
1194     /**
1195      * Calculate and apply adjustments to captured statistics for 464xlat traffic counted twice.
1196      *
1197      * <p>This mutates the object this method is called on. Equivalent to calling
1198      * {@link #apply464xlatAdjustments(NetworkStats, NetworkStats, Map)} with {@code this} as
1199      * base and stacked traffic.
1200      * @param stackedIfaces Mapping ipv6if -> ipv4if interface where traffic is counted on both.
1201      * @hide
1202      */
apply464xlatAdjustments(Map<String, String> stackedIfaces)1203     public void apply464xlatAdjustments(Map<String, String> stackedIfaces) {
1204         apply464xlatAdjustments(this, this, stackedIfaces);
1205     }
1206 
1207     /**
1208      * Return total statistics grouped by {@link #iface}; doesn't mutate the
1209      * original structure.
1210      * @hide
1211      */
groupedByIface()1212     public NetworkStats groupedByIface() {
1213         final NetworkStats stats = new NetworkStats(elapsedRealtime, 10);
1214 
1215         final Entry entry = new Entry();
1216         entry.uid = UID_ALL;
1217         entry.set = SET_ALL;
1218         entry.tag = TAG_NONE;
1219         entry.metered = METERED_ALL;
1220         entry.roaming = ROAMING_ALL;
1221         entry.defaultNetwork = DEFAULT_NETWORK_ALL;
1222         entry.operations = 0L;
1223 
1224         for (int i = 0; i < size; i++) {
1225             // skip specific tags, since already counted in TAG_NONE
1226             if (tag[i] != TAG_NONE) continue;
1227 
1228             entry.iface = iface[i];
1229             entry.rxBytes = rxBytes[i];
1230             entry.rxPackets = rxPackets[i];
1231             entry.txBytes = txBytes[i];
1232             entry.txPackets = txPackets[i];
1233             stats.combineValues(entry);
1234         }
1235 
1236         return stats;
1237     }
1238 
1239     /**
1240      * Return total statistics grouped by {@link #uid}; doesn't mutate the
1241      * original structure.
1242      * @hide
1243      */
groupedByUid()1244     public NetworkStats groupedByUid() {
1245         final NetworkStats stats = new NetworkStats(elapsedRealtime, 10);
1246 
1247         final Entry entry = new Entry();
1248         entry.iface = IFACE_ALL;
1249         entry.set = SET_ALL;
1250         entry.tag = TAG_NONE;
1251         entry.metered = METERED_ALL;
1252         entry.roaming = ROAMING_ALL;
1253         entry.defaultNetwork = DEFAULT_NETWORK_ALL;
1254 
1255         for (int i = 0; i < size; i++) {
1256             // skip specific tags, since already counted in TAG_NONE
1257             if (tag[i] != TAG_NONE) continue;
1258 
1259             entry.uid = uid[i];
1260             entry.rxBytes = rxBytes[i];
1261             entry.rxPackets = rxPackets[i];
1262             entry.txBytes = txBytes[i];
1263             entry.txPackets = txPackets[i];
1264             entry.operations = operations[i];
1265             stats.combineValues(entry);
1266         }
1267 
1268         return stats;
1269     }
1270 
1271     /**
1272      * Remove all rows that match one of specified UIDs.
1273      * This mutates the original structure in place.
1274      * @hide
1275      */
removeUids(int[] uids)1276     public void removeUids(int[] uids) {
1277         filter(e -> !CollectionUtils.contains(uids, e.uid));
1278     }
1279 
1280     /**
1281      * Remove all rows that match one of specified UIDs.
1282      * @return the result object.
1283      * @hide
1284      */
1285     @NonNull
removeEmptyEntries()1286     public NetworkStats removeEmptyEntries() {
1287         final NetworkStats ret = this.clone();
1288         ret.filter(e -> e.rxBytes != 0 || e.rxPackets != 0 || e.txBytes != 0 || e.txPackets != 0
1289                 || e.operations != 0);
1290         return ret;
1291     }
1292 
1293     /**
1294      * Removes the interface name from all entries.
1295      * This mutates the original structure in place.
1296      * @hide
1297      */
clearInterfaces()1298     public void clearInterfaces() {
1299         for (int i = 0; i < size; i++) {
1300             iface[i] = null;
1301         }
1302     }
1303 
1304     /**
1305      * Only keep entries that match all specified filters.
1306      *
1307      * <p>This mutates the original structure in place. After this method is called,
1308      * size is the number of matching entries, and capacity is the previous capacity.
1309      * @param limitUid UID to filter for, or {@link #UID_ALL}.
1310      * @param limitIfaces Interfaces to filter for, or {@link #INTERFACES_ALL}.
1311      * @param limitTag Tag to filter for, or {@link #TAG_ALL}.
1312      * @hide
1313      */
filter(int limitUid, String[] limitIfaces, int limitTag)1314     public void filter(int limitUid, String[] limitIfaces, int limitTag) {
1315         if (limitUid == UID_ALL && limitTag == TAG_ALL && limitIfaces == INTERFACES_ALL) {
1316             return;
1317         }
1318         filter(e -> (limitUid == UID_ALL || limitUid == e.uid)
1319                 && (limitTag == TAG_ALL || limitTag == e.tag)
1320                 && (limitIfaces == INTERFACES_ALL
1321                     || CollectionUtils.contains(limitIfaces, e.iface)));
1322     }
1323 
1324     /**
1325      * Only keep entries with {@link #set} value less than {@link #SET_DEBUG_START}.
1326      *
1327      * <p>This mutates the original structure in place.
1328      * @hide
1329      */
filterDebugEntries()1330     public void filterDebugEntries() {
1331         filter(e -> e.set < SET_DEBUG_START);
1332     }
1333 
filter(Predicate<Entry> predicate)1334     private void filter(Predicate<Entry> predicate) {
1335         Entry entry = new Entry();
1336         int nextOutputEntry = 0;
1337         for (int i = 0; i < size; i++) {
1338             entry = getValues(i, entry);
1339             if (predicate.test(entry)) {
1340                 if (nextOutputEntry != i) {
1341                     setValues(nextOutputEntry, entry);
1342                 }
1343                 nextOutputEntry++;
1344             }
1345         }
1346         size = nextOutputEntry;
1347     }
1348 
1349     /** @hide */
dump(String prefix, PrintWriter pw)1350     public void dump(String prefix, PrintWriter pw) {
1351         pw.print(prefix);
1352         pw.print("NetworkStats: elapsedRealtime="); pw.println(elapsedRealtime);
1353         for (int i = 0; i < size; i++) {
1354             pw.print(prefix);
1355             pw.print("  ["); pw.print(i); pw.print("]");
1356             pw.print(" iface="); pw.print(iface[i]);
1357             pw.print(" uid="); pw.print(uid[i]);
1358             pw.print(" set="); pw.print(setToString(set[i]));
1359             pw.print(" tag="); pw.print(tagToString(tag[i]));
1360             pw.print(" metered="); pw.print(meteredToString(metered[i]));
1361             pw.print(" roaming="); pw.print(roamingToString(roaming[i]));
1362             pw.print(" defaultNetwork="); pw.print(defaultNetworkToString(defaultNetwork[i]));
1363             pw.print(" rxBytes="); pw.print(rxBytes[i]);
1364             pw.print(" rxPackets="); pw.print(rxPackets[i]);
1365             pw.print(" txBytes="); pw.print(txBytes[i]);
1366             pw.print(" txPackets="); pw.print(txPackets[i]);
1367             pw.print(" operations="); pw.println(operations[i]);
1368         }
1369     }
1370 
1371     /**
1372      * Return text description of {@link #set} value.
1373      * @hide
1374      */
setToString(int set)1375     public static String setToString(int set) {
1376         switch (set) {
1377             case SET_ALL:
1378                 return "ALL";
1379             case SET_DEFAULT:
1380                 return "DEFAULT";
1381             case SET_FOREGROUND:
1382                 return "FOREGROUND";
1383             case SET_DBG_VPN_IN:
1384                 return "DBG_VPN_IN";
1385             case SET_DBG_VPN_OUT:
1386                 return "DBG_VPN_OUT";
1387             default:
1388                 return "UNKNOWN";
1389         }
1390     }
1391 
1392     /**
1393      * Return text description of {@link #set} value.
1394      * @hide
1395      */
setToCheckinString(int set)1396     public static String setToCheckinString(int set) {
1397         switch (set) {
1398             case SET_ALL:
1399                 return "all";
1400             case SET_DEFAULT:
1401                 return "def";
1402             case SET_FOREGROUND:
1403                 return "fg";
1404             case SET_DBG_VPN_IN:
1405                 return "vpnin";
1406             case SET_DBG_VPN_OUT:
1407                 return "vpnout";
1408             default:
1409                 return "unk";
1410         }
1411     }
1412 
1413     /**
1414      * @return true if the querySet matches the dataSet.
1415      * @hide
1416      */
setMatches(int querySet, int dataSet)1417     public static boolean setMatches(int querySet, int dataSet) {
1418         if (querySet == dataSet) {
1419             return true;
1420         }
1421         // SET_ALL matches all non-debugging sets.
1422         return querySet == SET_ALL && dataSet < SET_DEBUG_START;
1423     }
1424 
1425     /**
1426      * Return text description of {@link #tag} value.
1427      * @hide
1428      */
tagToString(int tag)1429     public static String tagToString(int tag) {
1430         return "0x" + Integer.toHexString(tag);
1431     }
1432 
1433     /**
1434      * Return text description of {@link #metered} value.
1435      * @hide
1436      */
meteredToString(int metered)1437     public static String meteredToString(int metered) {
1438         switch (metered) {
1439             case METERED_ALL:
1440                 return "ALL";
1441             case METERED_NO:
1442                 return "NO";
1443             case METERED_YES:
1444                 return "YES";
1445             default:
1446                 return "UNKNOWN";
1447         }
1448     }
1449 
1450     /**
1451      * Return text description of {@link #roaming} value.
1452      * @hide
1453      */
roamingToString(int roaming)1454     public static String roamingToString(int roaming) {
1455         switch (roaming) {
1456             case ROAMING_ALL:
1457                 return "ALL";
1458             case ROAMING_NO:
1459                 return "NO";
1460             case ROAMING_YES:
1461                 return "YES";
1462             default:
1463                 return "UNKNOWN";
1464         }
1465     }
1466 
1467     /**
1468      * Return text description of {@link #defaultNetwork} value.
1469      * @hide
1470      */
defaultNetworkToString(int defaultNetwork)1471     public static String defaultNetworkToString(int defaultNetwork) {
1472         switch (defaultNetwork) {
1473             case DEFAULT_NETWORK_ALL:
1474                 return "ALL";
1475             case DEFAULT_NETWORK_NO:
1476                 return "NO";
1477             case DEFAULT_NETWORK_YES:
1478                 return "YES";
1479             default:
1480                 return "UNKNOWN";
1481         }
1482     }
1483 
1484     /** @hide */
1485     @Override
toString()1486     public String toString() {
1487         final CharArrayWriter writer = new CharArrayWriter();
1488         dump("", new PrintWriter(writer));
1489         return writer.toString();
1490     }
1491 
1492     @Override
describeContents()1493     public int describeContents() {
1494         return 0;
1495     }
1496 
1497     public static final @NonNull Creator<NetworkStats> CREATOR = new Creator<NetworkStats>() {
1498         @Override
1499         public NetworkStats createFromParcel(Parcel in) {
1500             return new NetworkStats(in);
1501         }
1502 
1503         @Override
1504         public NetworkStats[] newArray(int size) {
1505             return new NetworkStats[size];
1506         }
1507     };
1508 
1509     /** @hide */
1510     public interface NonMonotonicObserver<C> {
foundNonMonotonic( NetworkStats left, int leftIndex, NetworkStats right, int rightIndex, C cookie)1511         public void foundNonMonotonic(
1512                 NetworkStats left, int leftIndex, NetworkStats right, int rightIndex, C cookie);
foundNonMonotonic( NetworkStats stats, int statsIndex, C cookie)1513         public void foundNonMonotonic(
1514                 NetworkStats stats, int statsIndex, C cookie);
1515     }
1516 
1517     /**
1518      * VPN accounting. Move some VPN's underlying traffic to other UIDs that use tun0 iface.
1519      *
1520      * <p>This method should only be called on delta NetworkStats. Do not call this method on a
1521      * snapshot {@link NetworkStats} object because the tunUid and/or the underlyingIface may change
1522      * over time.
1523      *
1524      * <p>This method performs adjustments for one active VPN package and one VPN iface at a time.
1525      *
1526      * @param tunUid uid of the VPN application
1527      * @param tunIface iface of the vpn tunnel
1528      * @param underlyingIfaces underlying network ifaces used by the VPN application
1529      * @hide
1530      */
migrateTun(int tunUid, @NonNull String tunIface, @NonNull List<String> underlyingIfaces)1531     public void migrateTun(int tunUid, @NonNull String tunIface,
1532             @NonNull List<String> underlyingIfaces) {
1533         // Combined usage by all apps using VPN.
1534         final Entry tunIfaceTotal = new Entry();
1535         // Usage by VPN, grouped by its {@code underlyingIfaces}.
1536         final Entry[] perInterfaceTotal = new Entry[underlyingIfaces.size()];
1537         // Usage by VPN, summed across all its {@code underlyingIfaces}.
1538         final Entry underlyingIfacesTotal = new Entry();
1539 
1540         for (int i = 0; i < perInterfaceTotal.length; i++) {
1541             perInterfaceTotal[i] = new Entry();
1542         }
1543 
1544         tunAdjustmentInit(tunUid, tunIface, underlyingIfaces, tunIfaceTotal, perInterfaceTotal,
1545                 underlyingIfacesTotal);
1546 
1547         // If tunIface < underlyingIfacesTotal, it leaves the overhead traffic in the VPN app.
1548         // If tunIface > underlyingIfacesTotal, the VPN app doesn't get credit for data compression.
1549         // Negative stats should be avoided.
1550         final Entry[] moved =
1551                 addTrafficToApplications(tunUid, tunIface, underlyingIfaces, tunIfaceTotal,
1552                         perInterfaceTotal, underlyingIfacesTotal);
1553         deductTrafficFromVpnApp(tunUid, underlyingIfaces, moved);
1554     }
1555 
1556     /**
1557      * Initializes the data used by the migrateTun() method.
1558      *
1559      * <p>This is the first pass iteration which does the following work:
1560      *
1561      * <ul>
1562      *   <li>Adds up all the traffic through the tunUid's underlyingIfaces (both foreground and
1563      *       background).
1564      *   <li>Adds up all the traffic through tun0 excluding traffic from the vpn app itself.
1565      * </ul>
1566      *
1567      * @param tunUid uid of the VPN application
1568      * @param tunIface iface of the vpn tunnel
1569      * @param underlyingIfaces underlying network ifaces used by the VPN application
1570      * @param tunIfaceTotal output parameter; combined data usage by all apps using VPN
1571      * @param perInterfaceTotal output parameter; data usage by VPN app, grouped by its {@code
1572      *     underlyingIfaces}
1573      * @param underlyingIfacesTotal output parameter; data usage by VPN, summed across all of its
1574      *     {@code underlyingIfaces}
1575      */
tunAdjustmentInit(int tunUid, @NonNull String tunIface, @NonNull List<String> underlyingIfaces, @NonNull Entry tunIfaceTotal, @NonNull Entry[] perInterfaceTotal, @NonNull Entry underlyingIfacesTotal)1576     private void tunAdjustmentInit(int tunUid, @NonNull String tunIface,
1577             @NonNull List<String> underlyingIfaces, @NonNull Entry tunIfaceTotal,
1578             @NonNull Entry[] perInterfaceTotal, @NonNull Entry underlyingIfacesTotal) {
1579         final Entry recycle = new Entry();
1580         for (int i = 0; i < size; i++) {
1581             getValues(i, recycle);
1582             if (recycle.uid == UID_ALL) {
1583                 throw new IllegalStateException(
1584                         "Cannot adjust VPN accounting on an iface aggregated NetworkStats.");
1585             }
1586             if (recycle.set == SET_DBG_VPN_IN || recycle.set == SET_DBG_VPN_OUT) {
1587                 throw new IllegalStateException(
1588                         "Cannot adjust VPN accounting on a NetworkStats containing SET_DBG_VPN_*");
1589             }
1590             if (recycle.tag != TAG_NONE) {
1591                 // TODO(b/123666283): Take all tags for tunUid into account.
1592                 continue;
1593             }
1594 
1595             if (tunUid == Process.SYSTEM_UID) {
1596                 // Kernel-based VPN or VCN, traffic sent by apps on the VPN/VCN network
1597                 //
1598                 // Since the data is not UID-accounted on underlying networks, just use VPN/VCN
1599                 // network usage as ground truth. Encrypted traffic on the underlying networks will
1600                 // never be processed here because encrypted traffic on the underlying interfaces
1601                 // is not present in UID stats, and this method is only called on UID stats.
1602                 if (tunIface.equals(recycle.iface)) {
1603                     tunIfaceTotal.add(recycle);
1604                     underlyingIfacesTotal.add(recycle);
1605 
1606                     // In steady state, there should always be one network, but edge cases may
1607                     // result in the network being null (network lost), and thus no underlying
1608                     // ifaces is possible.
1609                     if (perInterfaceTotal.length > 0) {
1610                         // While platform VPNs and VCNs have exactly one underlying network, that
1611                         // network may have multiple interfaces (eg for 464xlat). This layer does
1612                         // not have the required information to identify which of the interfaces
1613                         // were used. Select "any" of the interfaces. Since overhead is already
1614                         // lost, this number is an approximation anyways.
1615                         perInterfaceTotal[0].add(recycle);
1616                     }
1617                 }
1618             } else if (recycle.uid == tunUid) {
1619                 // VpnService VPN, traffic sent by the VPN app over underlying networks
1620                 for (int j = 0; j < underlyingIfaces.size(); j++) {
1621                     if (Objects.equals(underlyingIfaces.get(j), recycle.iface)) {
1622                         perInterfaceTotal[j].add(recycle);
1623                         underlyingIfacesTotal.add(recycle);
1624                         break;
1625                     }
1626                 }
1627             } else if (tunIface.equals(recycle.iface)) {
1628                 // VpnService VPN; traffic sent by apps on the VPN network
1629                 tunIfaceTotal.add(recycle);
1630             }
1631         }
1632     }
1633 
1634     /**
1635      * Distributes traffic across apps that are using given {@code tunIface}, and returns the total
1636      * traffic that should be moved off of {@code tunUid} grouped by {@code underlyingIfaces}.
1637      *
1638      * @param tunUid uid of the VPN application
1639      * @param tunIface iface of the vpn tunnel
1640      * @param underlyingIfaces underlying network ifaces used by the VPN application
1641      * @param tunIfaceTotal combined data usage across all apps using {@code tunIface}
1642      * @param perInterfaceTotal data usage by VPN app, grouped by its {@code underlyingIfaces}
1643      * @param underlyingIfacesTotal data usage by VPN, summed across all of its {@code
1644      *     underlyingIfaces}
1645      */
addTrafficToApplications(int tunUid, @NonNull String tunIface, @NonNull List<String> underlyingIfaces, @NonNull Entry tunIfaceTotal, @NonNull Entry[] perInterfaceTotal, @NonNull Entry underlyingIfacesTotal)1646     private Entry[] addTrafficToApplications(int tunUid, @NonNull String tunIface,
1647             @NonNull List<String> underlyingIfaces, @NonNull Entry tunIfaceTotal,
1648             @NonNull Entry[] perInterfaceTotal, @NonNull Entry underlyingIfacesTotal) {
1649         // Traffic that should be moved off of each underlying interface for tunUid (see
1650         // deductTrafficFromVpnApp below).
1651         final Entry[] moved = new Entry[underlyingIfaces.size()];
1652         for (int i = 0; i < underlyingIfaces.size(); i++) {
1653             moved[i] = new Entry();
1654         }
1655 
1656         final Entry tmpEntry = new Entry();
1657         final int origSize = size;
1658         for (int i = 0; i < origSize; i++) {
1659             if (!Objects.equals(iface[i], tunIface)) {
1660                 // Consider only entries that go onto the VPN interface.
1661                 continue;
1662             }
1663 
1664             if (uid[i] == tunUid && tunUid != Process.SYSTEM_UID) {
1665                 // Exclude VPN app from the redistribution, as it can choose to create packet
1666                 // streams by writing to itself.
1667                 //
1668                 // However, for platform VPNs, do not exclude the system's usage of the VPN network,
1669                 // since it is never local-only, and never double counted
1670                 continue;
1671             }
1672             tmpEntry.uid = uid[i];
1673             tmpEntry.tag = tag[i];
1674             tmpEntry.metered = metered[i];
1675             tmpEntry.roaming = roaming[i];
1676             tmpEntry.defaultNetwork = defaultNetwork[i];
1677 
1678             // In a first pass, compute this entry's total share of data across all
1679             // underlyingIfaces. This is computed on the basis of the share of this entry's usage
1680             // over tunIface.
1681             // TODO: Consider refactoring first pass into a separate helper method.
1682             long totalRxBytes = 0;
1683             if (tunIfaceTotal.rxBytes > 0) {
1684                 // Note - The multiplication below should not overflow since NetworkStatsService
1685                 // processes this every time device has transmitted/received amount equivalent to
1686                 // global threshold alert (~ 2MB) across all interfaces.
1687                 final long rxBytesAcrossUnderlyingIfaces =
1688                         multiplySafeByRational(underlyingIfacesTotal.rxBytes,
1689                                 rxBytes[i], tunIfaceTotal.rxBytes);
1690                 // app must not be blamed for more than it consumed on tunIface
1691                 totalRxBytes = Math.min(rxBytes[i], rxBytesAcrossUnderlyingIfaces);
1692             }
1693             long totalRxPackets = 0;
1694             if (tunIfaceTotal.rxPackets > 0) {
1695                 final long rxPacketsAcrossUnderlyingIfaces =
1696                         multiplySafeByRational(underlyingIfacesTotal.rxPackets,
1697                                 rxPackets[i], tunIfaceTotal.rxPackets);
1698                 totalRxPackets = Math.min(rxPackets[i], rxPacketsAcrossUnderlyingIfaces);
1699             }
1700             long totalTxBytes = 0;
1701             if (tunIfaceTotal.txBytes > 0) {
1702                 final long txBytesAcrossUnderlyingIfaces =
1703                         multiplySafeByRational(underlyingIfacesTotal.txBytes,
1704                                 txBytes[i], tunIfaceTotal.txBytes);
1705                 totalTxBytes = Math.min(txBytes[i], txBytesAcrossUnderlyingIfaces);
1706             }
1707             long totalTxPackets = 0;
1708             if (tunIfaceTotal.txPackets > 0) {
1709                 final long txPacketsAcrossUnderlyingIfaces =
1710                         multiplySafeByRational(underlyingIfacesTotal.txPackets,
1711                                 txPackets[i], tunIfaceTotal.txPackets);
1712                 totalTxPackets = Math.min(txPackets[i], txPacketsAcrossUnderlyingIfaces);
1713             }
1714             long totalOperations = 0;
1715             if (tunIfaceTotal.operations > 0) {
1716                 final long operationsAcrossUnderlyingIfaces =
1717                         multiplySafeByRational(underlyingIfacesTotal.operations,
1718                                 operations[i], tunIfaceTotal.operations);
1719                 totalOperations = Math.min(operations[i], operationsAcrossUnderlyingIfaces);
1720             }
1721             // In a second pass, distribute these values across interfaces in the proportion that
1722             // each interface represents of the total traffic of the underlying interfaces.
1723             for (int j = 0; j < underlyingIfaces.size(); j++) {
1724                 tmpEntry.iface = underlyingIfaces.get(j);
1725                 tmpEntry.rxBytes = 0;
1726                 // Reset 'set' to correct value since it gets updated when adding debug info below.
1727                 tmpEntry.set = set[i];
1728                 if (underlyingIfacesTotal.rxBytes > 0) {
1729                     tmpEntry.rxBytes =
1730                             multiplySafeByRational(totalRxBytes,
1731                                     perInterfaceTotal[j].rxBytes,
1732                                     underlyingIfacesTotal.rxBytes);
1733                 }
1734                 tmpEntry.rxPackets = 0;
1735                 if (underlyingIfacesTotal.rxPackets > 0) {
1736                     tmpEntry.rxPackets =
1737                             multiplySafeByRational(totalRxPackets,
1738                                     perInterfaceTotal[j].rxPackets,
1739                                     underlyingIfacesTotal.rxPackets);
1740                 }
1741                 tmpEntry.txBytes = 0;
1742                 if (underlyingIfacesTotal.txBytes > 0) {
1743                     tmpEntry.txBytes =
1744                             multiplySafeByRational(totalTxBytes,
1745                                     perInterfaceTotal[j].txBytes,
1746                                     underlyingIfacesTotal.txBytes);
1747                 }
1748                 tmpEntry.txPackets = 0;
1749                 if (underlyingIfacesTotal.txPackets > 0) {
1750                     tmpEntry.txPackets =
1751                             multiplySafeByRational(totalTxPackets,
1752                                     perInterfaceTotal[j].txPackets,
1753                                     underlyingIfacesTotal.txPackets);
1754                 }
1755                 tmpEntry.operations = 0;
1756                 if (underlyingIfacesTotal.operations > 0) {
1757                     tmpEntry.operations =
1758                             multiplySafeByRational(totalOperations,
1759                                     perInterfaceTotal[j].operations,
1760                                     underlyingIfacesTotal.operations);
1761                 }
1762                 // tmpEntry now contains the migrated data of the i-th entry for the j-th underlying
1763                 // interface. Add that data usage to this object.
1764                 combineValues(tmpEntry);
1765                 if (tag[i] == TAG_NONE) {
1766                     // Add the migrated data to moved so it is deducted from the VPN app later.
1767                     moved[j].add(tmpEntry);
1768                     // Add debug info
1769                     tmpEntry.set = SET_DBG_VPN_IN;
1770                     combineValues(tmpEntry);
1771                 }
1772             }
1773         }
1774         return moved;
1775     }
1776 
deductTrafficFromVpnApp( int tunUid, @NonNull List<String> underlyingIfaces, @NonNull Entry[] moved)1777     private void deductTrafficFromVpnApp(
1778             int tunUid,
1779             @NonNull List<String> underlyingIfaces,
1780             @NonNull Entry[] moved) {
1781         if (tunUid == Process.SYSTEM_UID) {
1782             // No traffic recorded on a per-UID basis for in-kernel VPN/VCNs over underlying
1783             // networks; thus no traffic to deduct.
1784             return;
1785         }
1786 
1787         for (int i = 0; i < underlyingIfaces.size(); i++) {
1788             moved[i].uid = tunUid;
1789             // Add debug info
1790             moved[i].set = SET_DBG_VPN_OUT;
1791             moved[i].tag = TAG_NONE;
1792             moved[i].iface = underlyingIfaces.get(i);
1793             moved[i].metered = METERED_ALL;
1794             moved[i].roaming = ROAMING_ALL;
1795             moved[i].defaultNetwork = DEFAULT_NETWORK_ALL;
1796             combineValues(moved[i]);
1797 
1798             // Caveat: if the vpn software uses tag, the total tagged traffic may be greater than
1799             // the TAG_NONE traffic.
1800             //
1801             // Relies on the fact that the underlying traffic only has state ROAMING_NO and
1802             // METERED_NO, which should be the case as it comes directly from the /proc file.
1803             // We only blend in the roaming data after applying these adjustments, by checking the
1804             // NetworkIdentity of the underlying iface.
1805             final int idxVpnBackground = findIndex(underlyingIfaces.get(i), tunUid, SET_DEFAULT,
1806                             TAG_NONE, METERED_NO, ROAMING_NO, DEFAULT_NETWORK_NO);
1807             if (idxVpnBackground != -1) {
1808                 // Note - tunSubtract also updates moved[i]; whatever traffic that's left is removed
1809                 // from foreground usage.
1810                 tunSubtract(idxVpnBackground, this, moved[i]);
1811             }
1812 
1813             final int idxVpnForeground = findIndex(underlyingIfaces.get(i), tunUid, SET_FOREGROUND,
1814                             TAG_NONE, METERED_NO, ROAMING_NO, DEFAULT_NETWORK_NO);
1815             if (idxVpnForeground != -1) {
1816                 tunSubtract(idxVpnForeground, this, moved[i]);
1817             }
1818         }
1819     }
1820 
tunSubtract(int i, @NonNull NetworkStats left, @NonNull Entry right)1821     private static void tunSubtract(int i, @NonNull NetworkStats left, @NonNull Entry right) {
1822         long rxBytes = Math.min(left.rxBytes[i], right.rxBytes);
1823         left.rxBytes[i] -= rxBytes;
1824         right.rxBytes -= rxBytes;
1825 
1826         long rxPackets = Math.min(left.rxPackets[i], right.rxPackets);
1827         left.rxPackets[i] -= rxPackets;
1828         right.rxPackets -= rxPackets;
1829 
1830         long txBytes = Math.min(left.txBytes[i], right.txBytes);
1831         left.txBytes[i] -= txBytes;
1832         right.txBytes -= txBytes;
1833 
1834         long txPackets = Math.min(left.txPackets[i], right.txPackets);
1835         left.txPackets[i] -= txPackets;
1836         right.txPackets -= txPackets;
1837     }
1838 }
1839