indexed_priority_queue.h revision 9fc9edf95a308f5884bf541cac81ce1f41aba0ba
10e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz/*
20e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * Copyright (C) 2017 The Android Open Source Project
30e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz *
40e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * Licensed under the Apache License, Version 2.0 (the "License");
50e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * you may not use this file except in compliance with the License.
60e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * You may obtain a copy of the License at
70e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz *
80e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz *      http://www.apache.org/licenses/LICENSE-2.0
90e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz *
100e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * Unless required by applicable law or agreed to in writing, software
110e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * distributed under the License is distributed on an "AS IS" BASIS,
120e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
130e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * See the License for the specific language governing permissions and
140e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * limitations under the License.
150e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz */
160e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
179fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato#pragma once
180e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
199fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato#include "Log.h"
200e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
210e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz#include <utils/RefBase.h>
22ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen#include <unordered_map>
230e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz#include <vector>
240e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
250e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatzusing namespace android;
260e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
27b487b5533eba8635232009c7f32a54a0380a532dBookatznamespace android {
28b487b5533eba8635232009c7f32a54a0380a532dBookatznamespace os {
290e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatznamespace statsd {
300e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
310e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz/** Defines a hash function for sp<AA>, returning the hash of the underlying pointer. */
320e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA>
330e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatzstruct SpHash {
340e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    size_t operator()(const sp<const AA>& k) const {
350e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        return std::hash<const AA*>()(k.get());
360e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    }
370e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz};
380e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
390e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz/**
400e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * Min priority queue for generic type AA.
410e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * Unlike a regular priority queue, this class is also capable of removing interior elements.
420e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz * @tparam Comparator must implement [bool operator()(sp<const AA> a, sp<const AA> b)], returning
430e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz *    whether a should be closer to the top of the queue than b.
440e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz */
450e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
460e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatzclass indexed_priority_queue {
47ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenpublic:
480e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    indexed_priority_queue();
490e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    /** Adds a into the priority queue. If already present or a==nullptr, does nothing. */
500e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    void push(sp<const AA> a);
510e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    /** Removes a from the priority queue. If not present or a==nullptr, does nothing. */
520e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    void remove(sp<const AA> a);
53ece5f705d59c6b73005edc7eeaa6953482f7c6f0Bookatz    /** Removes the top element, if there is one. */
54ece5f705d59c6b73005edc7eeaa6953482f7c6f0Bookatz    void pop();
550e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    /** Removes all elements. */
560e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    void clear();
570e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    /** Returns whether priority queue contains a (not just a copy of a, but a itself). */
580e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    bool contains(sp<const AA> a) const;
590e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    /** Returns min element. Returns nullptr iff empty(). */
600e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    sp<const AA> top() const;
610e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    /** Returns number of elements in priority queue. */
62ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    size_t size() const {
63ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen        return pq.size() - 1;
64ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    }  // pq is 1-indexed
650e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    /** Returns true iff priority queue is empty. */
66ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    bool empty() const {
67ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen        return size() < 1;
68ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    }
690e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
70ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenprivate:
710e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    /** Vector representing a min-heap (1-indexed, with nullptr at 0). */
720e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    std::vector<sp<const AA>> pq;
730e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    /** Mapping of each element in pq to its index in pq (i.e. the inverse of a=pq[i]). */
740e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    std::unordered_map<sp<const AA>, size_t, SpHash<AA>> indices;
750e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
760e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    void init();
770e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    void sift_up(size_t idx);
780e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    void sift_down(size_t idx);
790e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    /** Returns whether pq[idx1] is considered higher than pq[idx2], according to Comparator. */
800e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    bool higher(size_t idx1, size_t idx2) const;
810e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    void swap_indices(size_t i, size_t j);
820e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz};
830e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
840e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz// Implementation must be done in this file due to use of template.
850e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
860e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
87ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenindexed_priority_queue<AA, Comparator>::indexed_priority_queue() {
880e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    init();
890e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
900e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
910e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
92ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenvoid indexed_priority_queue<AA, Comparator>::push(sp<const AA> a) {
930e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    if (a == nullptr) return;
940e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    if (contains(a)) return;
950e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    pq.push_back(a);
96ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    size_t idx = size();  // index of last element since 1-indexed
970e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    indices.insert({a, idx});
98ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    sift_up(idx);  // get the pq back in order
990e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
1000e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
1010e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
102ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenvoid indexed_priority_queue<AA, Comparator>::remove(sp<const AA> a) {
1030e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    if (a == nullptr) return;
1040e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    if (!contains(a)) return;
1050e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    size_t idx = indices[a];
1060e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    if (idx >= pq.size()) {
1070e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        ALOGE("indexed_priority_queue: Invalid index in map of indices.");
1080e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        return;
1090e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    }
110ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    if (idx == size()) {  // if a is the last element, i.e. at index idx == size() == (pq.size()-1)
1110e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        pq.pop_back();
1120e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        indices.erase(a);
1130e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        return;
1140e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    }
1150e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    // move last element (guaranteed not to be at idx) to idx, then delete a
1160e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    sp<const AA> last_a = pq.back();
1170e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    pq[idx] = last_a;
1180e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    pq.pop_back();
1190e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    indices[last_a] = idx;
1200e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    indices.erase(a);
1210e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
1220e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    // get the heap back in order (since the element at idx is not in order)
1230e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    sift_up(idx);
1240e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    sift_down(idx);
1250e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
1260e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
127ece5f705d59c6b73005edc7eeaa6953482f7c6f0Bookatz// The same as, but slightly more efficient than, remove(top()).
128ece5f705d59c6b73005edc7eeaa6953482f7c6f0Bookatztemplate <class AA, class Comparator>
129ece5f705d59c6b73005edc7eeaa6953482f7c6f0Bookatzvoid indexed_priority_queue<AA, Comparator>::pop() {
1309fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    sp<const AA> a = top();
1319fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    if (a == nullptr) return;
1329fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    const size_t idx = 1;
1339fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    if (idx == size()) {  // if a is the last element
1349fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato        pq.pop_back();
1359fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato        indices.erase(a);
1369fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato        return;
1379fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    }
1389fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    // move last element (guaranteed not to be at idx) to idx, then delete a
1399fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    sp<const AA> last_a = pq.back();
1409fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    pq[idx] = last_a;
141ece5f705d59c6b73005edc7eeaa6953482f7c6f0Bookatz    pq.pop_back();
1429fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    indices[last_a] = idx;
143ece5f705d59c6b73005edc7eeaa6953482f7c6f0Bookatz    indices.erase(a);
1449fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato
1459fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    // get the heap back in order (since the element at idx is not in order)
1469fc9edf95a308f5884bf541cac81ce1f41aba0baJoe Onorato    sift_down(idx);
147ece5f705d59c6b73005edc7eeaa6953482f7c6f0Bookatz}
148ece5f705d59c6b73005edc7eeaa6953482f7c6f0Bookatz
1490e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
150ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenvoid indexed_priority_queue<AA, Comparator>::clear() {
1510e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    pq.clear();
1520e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    indices.clear();
1530e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    init();
1540e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
1550e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
1560e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
157ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chensp<const AA> indexed_priority_queue<AA, Comparator>::top() const {
1580e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    if (empty()) return nullptr;
1590e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    return pq[1];
1600e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
1610e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
1620e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
163ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenvoid indexed_priority_queue<AA, Comparator>::init() {
164ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    pq.push_back(nullptr);         // so that pq is 1-indexed.
165ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    indices.insert({nullptr, 0});  // just to be consistent with pq.
1660e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
1670e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
1680e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
169ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenvoid indexed_priority_queue<AA, Comparator>::sift_up(size_t idx) {
1700e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    while (idx > 1) {
171ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen        size_t parent = idx / 2;
172ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen        if (higher(idx, parent))
173ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen            swap_indices(idx, parent);
174ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen        else
175ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen            break;
1760e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        idx = parent;
1770e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    }
1780e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
1790e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
1800e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
181ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenvoid indexed_priority_queue<AA, Comparator>::sift_down(size_t idx) {
182ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    while (2 * idx <= size()) {
1830e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        size_t child = 2 * idx;
184ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen        if (child < size() && higher(child + 1, child)) child++;
185ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen        if (higher(child, idx))
186ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen            swap_indices(child, idx);
187ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen        else
188ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen            break;
1890e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        idx = child;
1900e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    }
1910e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
1920e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
1930e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
194ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenbool indexed_priority_queue<AA, Comparator>::higher(size_t idx1, size_t idx2) const {
1950e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    if (!(0u < idx1 && idx1 < pq.size() && 0u < idx2 && idx2 < pq.size())) {
1960e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        ALOGE("indexed_priority_queue: Attempting to access invalid index");
197ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen        return false;  // got to do something.
1980e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    }
1990e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    return Comparator()(pq[idx1], pq[idx2]);
2000e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
2010e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
2020e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
203ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenbool indexed_priority_queue<AA, Comparator>::contains(sp<const AA> a) const {
204ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen    if (a == nullptr) return false;  // publicly, we pretend that nullptr is not actually in pq.
2050e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    return indices.count(a) > 0;
2060e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
2070e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
2080e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatztemplate <class AA, class Comparator>
209ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chenvoid indexed_priority_queue<AA, Comparator>::swap_indices(size_t i, size_t j) {
2100e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    if (!(0u < i && i < pq.size() && 0u < j && j < pq.size())) {
2110e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        ALOGE("indexed_priority_queue: Attempting to swap invalid index");
2120e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz        return;
2130e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    }
2140e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    sp<const AA> val_i = pq[i];
2150e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    sp<const AA> val_j = pq[j];
2160e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    pq[i] = val_j;
2170e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    pq[j] = val_i;
2180e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    indices[val_i] = j;
2190e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz    indices[val_j] = i;
2200e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz}
2210e95909ef0b2aac44f305551ea2aa03209b1eec0Bookatz
222ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen}  // namespace statsd
223ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen}  // namespace os
224ef99c4fa23b42fe6e58db706b9f4780018b6bf3eYao Chen}  // namespace android
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