android 性能分析案例

时间:2022-06-24 12:29:27

本章以实际案例分析在android开发中,性能方面的优化和处理。设计到知识点有弱引用,memory monitor,Allocation Tracker和leakcanary插件。

1.测试demo

下载bug项目:https://github.com/lzyzsd/MemoryBugs,请注意配合使用MemoryMonitor, AllocationTracker以及HeapDump,LeakCanary等工具来查找潜在的内存问题,并尝试解决。

2.测试工具介绍

(1)memory monitor简介

AndroidStudio提供了Memory Monitor来实时显示应用运行时内存占用情况,下边蓝色部分是现在占用的内存,上面灰色的部分显示是已回收的内存。如果在图上看到尖峰,也就是快速分配内存又被回收,也就是发生了内存抖动,这里就是需要优化的地方。在模拟器或者真机中Debug项目,可实时监看Memory,CPU,NetWork等的资源占用情况。

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" 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(2)Allocation Tracker简介

单击Allocation tracker标签,就会打开一个新的窗口,单击“Start Tracing”按钮;然后,让应用运行你想分析的代码。运行完毕后,单击“Get Allocations”按钮,一个已分配对象的列表就会出现第一个表格中。

单击第一个表格中的任何一项,在表格二中就会出现导致该内存分配的栈跟踪信息。通过allocation tracker,不仅知道分配了哪类对象,还可以知道在哪个线程、哪个类、哪个文件的哪一行。查看方式如下:

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" alt="" />

  • Group by Method:用方法来分类我们的内存分配
  • Group by Allocator:用内存分配器来分类我们的内存分配

统计模式

轮胎图是以圆心为起点,最外层是其内存实际分配的对象,每一个同心圆可能被分割成多个部分,代表了其不同的子孙,每一个同心圆代表他的一个后代,每个分割的部分代表了某一带人有多人,双击某个同心圆中某个分割的部分,会变成以你点击的那一代为圆心再向外展开。如果想回到原始状态,双击圆心就可以了。

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" 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圆心是起点处,如果你把鼠标放到我图中标注的区域,会在右边显示当前指示的是什么线程(Thread1)以及具体信息(分配了8821次,分配了 564.18k的内存),但是红框标注的区域并不代表Thread1,而是第一个同心圆中占比最大的那个线程,所以现在把鼠标放到第一个同心圆上,可 以看出来,划过同心圆的轨迹时可以看到右边的树枝的变化情况。

3.案例分析

(1)内存波动

内存波动指不合理的设计,在一瞬间创建了多个对象,有及时释放时产生影响内存性能的现象。案例中的问题代码如下:

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Ue8k/ufrJU3nfpvsx6+7Tbrgl/AemUbeyM9qGx13fKlSzlenJwwVdZMvhViHrbHK0yfQb195v95mL0h879C382Nx38ECkfVponwf2Xyo0XppesXd4Pke2aELWOMlTIsKfqX6/hanh4M6WYvvxcWsCw/NX2tHEBKzYHXV9OeErK/Jc1KTpKov6ZdenBvc3d99eWIufvmw/uBWf3cHSCmFl7Wl1bEtEf7s6KSNCJPDcIr9LC/k148vIb4fqN/YmvXxmEIWYq62oESZu0MvVfu83TvCkDnzU4Wc5U/Ovg8ZEiVl6vXIA0fY1O8q852s3xPhr2K2PHkl9XsD/L/Yzv/6Z2PasKdj6KXDWOz1eqeuH8hZ3govO9C/e1K0loRRmL88MXPx8kriGwUjuOJl3NeuL9CbtteF2DtkaqTWp6X3phsX9uFfOt/dNOVYjl5WXt++5fbxTzrf3ToKiUVNnJ2s8RK1GyFGKxcRj9rxhNVOHHiN6esdg47JruYMj2P7lfr47/0O9Y9BOM/2jsqrTy2UjzSVfJiInL+4MW459xtdV1Y0F00H2Wyb96nucP6/Hrmu4oyTLhUdMc08yBj1qpWZoySnxm79S4dHfj6b2lmfA0KfpDs5VylOGUfPf2hWtL29EzelBDip2ze8ss3e2nyfDCbmJ/NOu3lXhM60/of4JhkqU3aPeTC2+6iuxQr1d+L7TCcqPV7ZzjfUx+X5R+ml5Xf803lrar0Sqpfv8f2K4VxTofTTd2dcOxg/nKAur86cbuZuMPtz4LltGO8o63Ylptqj6LalMe6x1bj9yf3vxgXE7Q/9hV/qStke4qs+l9MUX/P/7xQ+377sfNSv96ptI6V8PTGkeyNH7I868X+xlOWSz4zghlpHa2/8nBkO3oD8GFcn+PiTx6eLJ/2Ko2D+SdKXnAePzRAcvHCqLJz9LexDl8svTdWb3auxS+fsnU4WGkr1mmqWKamnBUs8xUPe2dWWcq62qSG5AVYsnyHVMUMK+qd7IPImb6/livpSU8MUddKmVG1D5l4LPkWtrsZiTiDP96E16sn2iVi8iO2k2dLHWN6vqZ2MPeiLE18/X3NO1aVKzzUbqB4fH5QlQ+2txZWdg5qFXVeBd77sA5AweGK8Kx57r1xAOidvn4vaHGV53l61ni74s5WT7Wzq80T/ab9cbhSaPW2j9sVWKtmwZRZOrnyJQqWeo/I6a8rFBpnkQKhFn+JwcVb+UHZQi2/GiveBkd9pU89Dv+aPLyvTs5Yjul6Vnabz2wlSwDd1avur7P0lHNMsdiaZLiwCijT5aRf4MaYUKNJ2vN0hhW1h/MyA0l9meMNcs8yVL71qT8hGBaWHlf5FCe0NXha5aut7OtZGlOrgmvK/h6c3k/NNZux5Qsx3Y+ig+4XlkQKef7XwAZH4g9cBh4fE6KgeENZZyNcdx66oHh8tcSJXcj37f5hOfu7DXL/W8P9g9bFbHYODzZ+VY9C/OtQ6mM/T7LILQppbvg86JyeSK4T6K//v4gm/5fyukVIHV16eDThvJDdS+sove+HX2vLi+m7p3ReyIr0Ypm/DNNwvL+/ZfasmX/ho96Nba/xndiIS62t662p4VYuBQZwZM6WQpx6ZkUJYP7MpX7NYckn9fTlBUzJct4aMgdXhPmm3puSJb+l/CZ77OMfbNg/Af5/jmxdFe5T9FQ/rmxtF3VZSN9f+Lrz5t4gnLpTPL6k/tvkjXxp99/1Bdo6b7SyOuNlJDl970qL78pD+7Rbc9M7VpNlvp+ml9X/9NLNKZr9/+EjayV77hUqPNRZKC0lMBSzV/YCb4yPfx2Sd1V5uEHht9e6YRfQindImlaj6k/sdcVGa9jHBiuVoX129P0vpiSpXKfZfi+S4VqvwIar1Bqzr/pvmR69CYzWUpDquMfE7vxqwnB6OnjF2dHey1/B5q78O/yQOn4O927TzE6JiY2GmZRGnwdXPvuHwWk+yCPDg92Drv/9d8/tqXB2v1bIU/kRBj/KzvRVjSdjA08728cP85Gn+VvDe0hSfmc7fMvZPtXsZUB4PKvH124aBhLfrG9Fc5/vX39Wf//efwrjXKTk4H1mmVyskxoN6uBvZKGTdxYejCjjKLw5LGxT+8tzShjY2ek8bxBWah/c5s03Md0U6AvWihK6k/C+g1jzJOa9l9aNNTm6X+aLT9whzEtoPsYEI5HDjqc8HoTXkL89YYN9W/l3HgaqY+G69msKN+CrmzPTO0mvI/xXwe+Lwn9VF6XsubeWO8U+3+m/SHrcalI56PIKOne8JdaVTt/d6USzA//no18v2N/JM1BMz4oW3lWZE58Aa3bKx1lrE/yeuL90TYUjAcydSN+z6tpeypvYvC+KO+4/Otnf/yj9n0XtU50JLh2VMOAe3OlJRkbjnMlYW+239b05eeWbrtMjn0JOSB58lIER2WBges0FSMTnjvEhrFsmL+Dd16kfKPl+couV6i3DFlZPC6haLTVE4uG+euOnnT+Te6nEBfb667+inIaJEsUkdO/AzmwvDTMmp0mv4E1y3FRam/j7o5DCVs7/ikl4d0nX55HTo9LJRT8je94GXXcXXNlyGSZhr+XPku808A1kiUAAIBzI0iWRUCyBAAAcI5k6RbJEgAAlAfJ0i2SJQAAKA+SpVskSwAAUB4kS7dIlgAAoDxIlm6RLAEAQHmQLN3KkSz/NT3NxMTE5HpyccQDAJKlW/mSpYueAECA4wwAR0iWbpEsARQQxxkAjpAs3SJZAiggjjMAHCFZukWyBFBAHGcAOEKydItkCaCAOM4AcIRk6RbJEkABcZwB4AjJ0i2SJYAC4jgDwBGSpVskSwAFxHEGgCMkS7dIlgAKiOMMAEdIlm5NTLIUYrHxbasixLg7gsk05A4map3jF2dHp50qu2g6xTzOAJgAJEu3JiNZCrHYODxpzHPOhkNivrV/mCdcClFvn3bbNfbPDAp4nAEwGUiWbo0gWQpxsb117fX29dfb15+vXszaXBqV5ol82vZbfLV1+Y6b+pAQi43D7lGukJG2iXt/++Tg5ScHL1fv5W9imH6mL9HN/uVvs7HFTP23NT8Ti++XqHX2m4vZO1BvU63MiGQJwBGSpVsjSJaP1q/5gVKIS88eX3lk+/wq5lv7e/XInHOeLMUfHtc6f5sVQoiFu09/uvuHvFdg8/YzTQ1YiA9WO//85ODlxx01WZr6b2t+VgnbwZT5ErJgdS9zdZxkmQPJEoAjJEu3XCdLR2lSphQs8xlBP9Ob/cs/a/UF/2dx728f/+WDUbYuRL19mjY8CfHBaixZmvpva75FOZJljrIlyTIHkiUAR0iWbp33ZGnrDss7q1dfuaininr7tHv84kyekodxaOp2Tx/fHFUoyZqB4snS1H9b8+28zrC32ZNl9rstxXxrn2SZEckSgCMkS7fcJUshLj173Lu90p/k6PZovfeQf806WNhfxn80zeXseAJQViXPfPX4yiOpV9I1+mvaTppb7Lob56tktdivaZN6jn7mKK3pkqW+/7bm93+1sx3yJMvM4ZuCZR4kSwCOkCzdGkvN8s7q1WcLIvg5GNbjL/xs/dqzBZEyOpiTgfp0KVwKz/PE9OXnavTMULN0FxeSE1X2taXtZ75XNK5kmZXy6ky15PsX/jywxpwnf+cdVF5mJEsAjpAs3Rp9shTiYnsrGun6tUk//AWhM9369VfDDcnSGCVJllkXNnXvXCTL3PO9fFfDKVtmR7IE4AjJ0q1xJEtjpMt3U2Z1T/NNgQVJlmO/z9L1pdvzcp+lzWRZ6xxFv4sgd+tIQLIE4AjJ0q3i1SwzJ8v4tw4Z2j0fNUvP6pjoXGXITGXO8zE23GKy5FuHRoNkCcARkqVbY7/PUixcUe6zzDFAO36yz54sL7a3rranhVi4lHpciKusIH2P4wernfzf4+jlv3uy3k53wVfbQ1P/bc3PwVay1H6Myd06EpAsAThCsnRrZGPDX6kxrj82fP1S8sLp2lpsHPbO3NpVKQPGtePH76xeDfqT2FbkArerEeKmv0mTfUx0vn4OvJsw+KZ0f1K+L9313+AZ2XZQV5X7DxoddnP88Z4yI1kCcIRk6dZk/N1wb4iz/vkixMX2uqu/LXSOjH47yJ9e8jx9vrV/2nX0OWQiFfM4A2ACkCzdmphkWQZ+rTfT2PmJxHYoA44zABwhWbpFsgRQQBxnADhCsnSLZAmggDjOAHCEZOkWyRJAAXGcAeBIWZLl9TG5detW1qf8a3raxfrfqnzDxMRU8Cnr4SK3TMcZAEhveXl53F0YBZIlyZKJ6RxMWQ8XuZEsAThCsnSLZMnExJR+ynq4yI1kCcARkqVbJEsmJqb0U9bDRW4kSwCOkCzdIlkyMTGln7IeLnIjWQJwhGTpFsmSiYkp/ZT1cJEbyRKAIyRLt0iWTExM6aesh4vcSJYAHCFZukWyZGJiSj9lPVzkRrIE4AjJ0i2SJRMTU/op6+EiN5IlAEdIlm6RLJmYmNJPWQ8XuZEsAThCsnSLZMnExJR+ynq4yI1kCcARkqVbJEsmJqb0U9bDRW4kSwCOkCzdIlkyMTGln7IeLnIjWQJwhGTpFsmSiYkp/ZT1cJEbyRKAIyRLt0iWTOdimpr7buP7n2bmdsbekwmbsm7YrIeL3EiWABwhWbpFsmQq/jQ1993GTy83/kSsdLN5//TT339KGy6zHi5yI1kCcIRk6dY5TZZTc//46rR7/OIsmI5Of1mhoDWqacTbf+brl199Gln51AdHnxy8/OTg5XsfDNWorfW8Vfnmnb8evRPbAqb1F63dqU9/+fvX36VpLuvhIjeSJQBHSJZundNk+VYv3IRpZubrl0ep6y5Mw08j2/5Tf/rp79//IzLnvf982Dl6Z25nam5v/j/+z/x7ORu1sp6puf33Ov/85ODlxx014ZnWX8x2V75PVRXOerjIjWQJwBGSpVsTkyyVX4dc28imcbVrvefutn+8YPnOX//5sLHXe+IHRx//dT9fo7bW81Yv56kJz7T+YrabsmyZ9XCRG8kSgCMkS7cmJlnOfP3yKFrZyjTNfP1yLNfTU7Ybv/o89hsARrP943dYaupw//Gfl7JvB1vr6a9NTXim9Re23ZR3W2Y9XORGsgTgCMnSrXOeLMOwpcSama9f9uZHT5ZTn/4SPMWvhKnrSYxrwcL+Yivfd5UmHLWbfeNsHDy+9urxu+tzGwePr73evv56+/qvtWawwFxt1p/56vOHc3M7yvIHqzvrH197vX391eN31w29Gs32j9cylSylLdrlyGS512N6umn9hW1XWzaemts4iO4DWQ8XuZEsAThCsnTrnCfLX1bmduJnxJmvXwbX9eS79OTC2DAXc/2Fv/q++9WnkdZdt5tx+wRhceetyjdTSw9/7f88V5sNUubU0sNfP954q/LN+sfXDlZ3ppYe/vp49sslP2vOfrmUHLKdb3+S5cjaTbkrZj1c5EayBOAIydKtCUiWb1W+Wfm+G0aZue82ftIMW07+5prsybKrjlZ2327G7ROpNgW/Ts01v/y8V8XslS0fv7s+tzNXmz1Y3fFrmb/WmlNLD3/9/OHcgPKt8+2vuxpOsnTSLlfDAZQEydKtyUiWU3/66e+GYtjA7JLm0TQLO203x32W5mSpXt/0p7na7K+1jS8/n/1y9eGvnz+cW3331ccbRdj+K99HQjz3WTpqd+rTX9LcKZv1cJEbyRKAIyRLtyYjWcr5w1Qbs12zjCdL5+1m3D4JNUvNZe652uyvj9799fOHc3PNLz+f/eHRrHxf5hi3f/xbhxgb7qJdvnUIQEmQLN2amGQ59ekvwWCRyH1+0h+vk6syyh+1C3LP1Kf/SFdB1MQg1+1m3D76ZPmWcp/lXPPLRw/n5namVt99vX39YLW3QPBzEba/Enqk72Xcf6/Tq8P17itNvIKvvgRL63mrl/DUb4jUrr9o7fYeisV305T1cJEbyRKAIyRLt85pslTGaPejSTf4NRybfBoNJf2xycr84CnJFwQHDuh21G7WaaYTEj8AAAuMSURBVKo/JPxVeAU8MtY7HBveH6YztfpuONwn1fCd0W3/qbnvNn6KjuPR/S2ZudpswmB2/QsZej3BN5b7k/K95Zn+Fs642p2a+8dXhjssGRsOYPKQLN06p8mSqWxTQvoJl+mPcx+2LUvrORftxlN79NFeSTuYk/VwkRvJEoAjJEu3SJZMEzD5A96zXkp2t57z0m6aXik3RWQ9XORGsgTgCMnSLZIlExNT+inr4SI3kiUAR0iWbpEsmZiY0k9ZDxe5kSwBOEKydItkycTElH7KerjIjWQJwJGyJEtvTG7dupX1Kf+anna6fgDIdJwBgPSWl5fH3YVRIFkCQIhkCcARkqVbJEsABUSyBOAIydItkiWAAiJZAnCEZOkWyRJAAZEsAThCsnSLZAmggEiWABwhWbpFsgRQQCRLAI6QLN0iWQIoIJIlAEdIlm6RLAEUEMkSgCMkS7dIlgAKiGQJwBGSpVskSwAFRLIE4AjJ0i2SJYACIlkCcIRk6RbJEkABkSwBOEKydCtfsmRiYmJyPbk44gEAydIt1zVFapbQEmKx8W2rIkT/15m1p3dnhQh+GG/3XCvb6x2ZYL9SdrD4AmPpHoAiIFm6RbLE6Amx2Dg8acyHZ/fZzer6gxvyD5OtbK83DVGrVxMDX6XZSl5A2a/EfGv/UBcuDfMBlATJ0q1znSyFWGwcdo9fnPnT0V7dXVuTxN9uR8OdXIWot0+7xy/Ojk47yef7uErzpF0LnyJmKuubM/IPk610r3fQ/ubvSwk70sAFfMp+5XmeqHX2m4uaFRrmAygDkqVb5zpZVvek+kStM2RUKg8rybK/qno7Y7IU86196TOAEDeWNis3hQh+GLJLBZfv9ebYzsWRZn8b+AIHLxDdrwLyUSLNfAATj2Tp1vlNlvEzzcCLZZnWVgS3Vzq7K5Vx98LzzNsnx3aLF5Yw0Lj2z5G1qzQUb3dgT0z7FWVLAAqSpVvnOVmq9+oNo9I8yXFV1ykx3dhtHjcXCtEl0/bJmjzsvmvFIcSNpe3qxrarmuu4kuXI/l8oLzDebvIWSNivuNsSgIJk6db5TZae54la5/jFmVx4UG7+U3+db+2fSvdlHvpjSHvL9GaqddCT+MJHp532Xtef2djrHr84S1OEW6kd//DFzz988fNBc2dFCCEqH20eHzQ7H00Lz/PkX/2f/YV/+OLnYBnNFgjuP6t1jl+cHZ32Tq7KC6/2e1uJbRN1PdLW8Dds8vbRlZr069EuPzEKkiwT3nd/AWV/Dp9Y6wRvsb8zJ7/v2naD971d6zd92rl/4c8J9+MGt0of7XXa0f+zSru9LSD9F065X2Uqtwtx6dnjK48mbv8EICNZunWuk6WvutcNEpXXP1cFUa/SPPFH9ghRb0cWG3D1zX9ucPYK7uIS/XNn9IcBZ/3bK52g+hhc4xai2mzurIR9SPrVpHdS7/VtsXHYDfss6u3TTntP00nD1cZwkISYb+0P2j4W16N7XTNrT6ubu+/L08bTu7cvvFOo+U6/MEiJWWlCnmd+37X7sxctEKb5f6FV9Zubb+2fnjTmRfJ/t7APwWehWif2UUe3X/UDcfr9yuKNHAAmA8nSrQlIll4sTYpaR0paQRkvkrpia4ifySIDz6N1UP0Pxu5NN3Y3G7eDs+DCzkGtqpmf+Kv5tUejgHSNL8i+6V5vUqTImCwT1jOZV8NdyxSDtO+7eX9OekfSt+vf5ujXRPebi8q1ZsP/rwyf9HLvV1wNB6AgWbo1GcnS8880YaLqnWaCiBkIrwZG56cfMZAnWfajpPKrab7216QXbjjjZirkjCZZev3i1sDXBVn2ZBm/zpundJcpWe43643Dk0attX/YqkT/6w2/v+Xer+IHgeT5ACYeydKt85sshag3zDdaiVqnd54zFGMqzZOjLDWVeEPpk6UyxHul1huXo8xP/tVkUM2ycMnS9O0wSGAjWZr2Z2s1y/1vD/YPWxWx2Dg82fn2JPk+SLs1S8+8X/GtQwAUJEu3znOy1F8Blx9VqyZylFTv0wrKnOEfAonclxb+1Th9srx/4d9NX9onVx/la9wrteMgO4qFnR+++FkeCe4HUDFdXZkOr+bH1+9f+uyPtoluE5vJUrN9cqzHN3kn9YKM4EleWLs/e9H/O7G/uqm+78b9sNYJRv/4VwYiX4avDbtSu9W97lHi/pZvvzLFTT7eAGVGsnTr/CZLz/P88afasa5e7DQTv89MuXbmnw6NV8/DcQnBQFd5PGxSsvTkgeHRGy7DAeC1hjxUPHg0WD4xWXYafudjY8PjYz60DyljipVftdsn93r6r2WiBk+4Tpapu2F8333K/hw+sT82XJnvad53Y7KMDgMavCvK7bZrkYFfSrv59ivlw2RkKxn+nzI2HCgDkqVb5zpZJihPTeKcDnFNOLsDuQX7lenTS/KnGiEuttcv32G3BCYaydKtCUuWYTGjHKnFVLwBkJUQF9tb154V428TAHCHZOnWhCVLAACABCRLt0iWAACgPEiWbpEsAQBAeZAs3SL5AQCA8iBZukWyBAAA5UGydItkCQAAyoNk6RbJEgAAlAfJ0i2SJQAAKA+SpVskSwAAUB4kS7dIlgAAoDxIlm6RLAEAQHmQLN0iWQIAgPIgWbpFsgQAAOVBsnSLZAkAAMqDZOkWyRIAAJQHydItkiUAACgPkqVbJEsAAFAeJEu33CVLIert0+7xi7N2TThqAgAAIBOSpVuua5ai1jk67VQF4RIAAIwfydIt58lS1NskSwAAUAwkS7dIlgAAoDxIlm6RLAEAQHmQLN0aSbI8acyTLAEAwPiRLN0awbcOUbYEAAAFQbJ0y33NcrFxSM0SAAAUAsnSLe6zBAAA5UGydItkCQAAyoNk6RbJEgAAlAfJ0i2SJQAAKA+SpVuj+OuOh60KyRIAABQAydItd8lSiHr7tHvEl1kCAIDCIFm6NYLvswQAACgIkqVbJEsAAFAeJEu3SJYAAKA8SJZukSwBAEB5kCwBAABgB8kSAAAAdpAsAQAAYAfJEgAAAHaQLAEAAGAHyRIAAAB2kCwBAABgB8kSAAAAdpAsAQAAYAfJEgAAAHaQLAEAAGAHyRIAAAB2kCwBAABgB8kSAAAAdpAsXRGi3j7tHr84a9fE6FsHAAAYPZKlW6LWOTrtVAXhEgAATL6yJMu1tbWxNCxEvU2yBAAA5VCWZOl53tra2ujzJckSAACUR4mSpW/E4ZJkCQAAyqN0ydIbbbgUot4+PWnMkywBAMDkI1k6R9kSAACUBMnSLSEWG4fULAEAQCmUJVmu9XljuBpOwRIAAJRCWZKl/AvJEgAAwAWSpVskSwAAUB4kS7dIlgAAoDxIlm6JWufosFUhWQIAgBIoS7JcixpBk0LU26fdI77MEgAAlEZZkuW4OwAAADD5SJYAAACwg2QJAAAAO0iWAAAAsINkCQAAADtIlgAAALCDZAkAAAA7SJYAAACwg2QJAAAAO0iWAAAAsINkCQAAADtIlgAAALCDZAkAAAA7SJYAAACwg2QJAAAAO0iWAAAAsINkCQAAADtIlgAAALCjvMlSiHr7tHv84qxdE6PvEAAAwOQpb7L0iVrn6LRTFYRLAACAYZU+WYp6m2QJAABgA8mSZAkAAGAHyZJkCQAAYAfJst4+PWnMkywBAACGVfZk6VG2BAAAsKTsyVKIxcYhNUsAAAALSJYULAEAAOwgWZIsAQAA7CBZkiwBAADsIFmSLAEAAOwofbKsdY4OWxWSJQAAwNDKmyyFqLdPu0d8mSUAAIAl5U2WAAAAsItkCQAAADtIlgAAALCDZAkAAAA7SJYAAACwg2QJAAAAO0iWAAAAsINkCQAAADtIlgAAALCDZAkAAAA7SJYAAACwg2QJAAAAO0iWAAAAsINkCQAAADtIlgAAALCDZAkAAAA7SJYAAACwg2QJAAAAO0iWAAAAsKMkyfL/AxvobUKU7gs+AAAAAElFTkSuQmCC" alt="" width="840" height="260" />

执行代码引起内存波动的分析图如下:

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" alt="" width="1062" height="339" />

改良方案

不应该在for语句里面频繁的New对象。可先在外面创建好一个对象,在for里面直接调用对象。具体代码修改,请参考最后上传性能改良后的代码。改良后内存监控如同所示:

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alt="" width="1074" height="297" />

(2)线程致使内存泄露

Android中使用Handler造成内存泄露的例子代码如下:

 Handler mHandler = new Handler() {
@Override
public void handleMessage(Message msg) {
mImageView.setImageBitmap(mBitmap);
}
}

泄露原因分析

上面是一段简单的Handler的使用。当使用内部类(包括匿名类)来创建 Handler的时候,Handler对象会隐式地持有一个外部类对象(通常是一个Activity)的引用(不然就不可能通过Handler来操作 Activity中的View)。而Handler通常会伴随着一个耗时的后台线程(例如从网络拉取图片)一起出现,这个后台线程在任务执行完毕(例如 图片下载完毕)之后,通过消息机制通知Handler,然后Handler把图片更新到界面。然而,如果用户在网络请求过程中关闭了Activity,正常情况下,Activity不再被使用,它就有可能在GC检查时被回收掉,但由于这时线程尚未执行完,而该线程持有Handler的引用,这个Handler又持有Activity的引用,就导致该Activity无法被回收(即内存泄露),直到网络请求结束(例如图片下载完毕)。另外,如果你执行了Handler的postDelayed()方法,该方法会将你的Handler装入一个Message,并把这条 Message推到MessageQueue中,那么在你设定的delay到达之前,会有一条MessageQueue -> Message -> Handler -> Activity的链,导致你的Activity被持有引用而无法被回收。

内存泄露的危害
    
内存泄露会出现虚拟机占用内存过高的危害,导致OOM(内存溢出),程序出错。对于Android应用来说,用户打开一个Activity,使用完之后关闭它,内存泄露;又打开,又关闭,又泄露;几次之后,程序占用内存超过系统限制,致使程序崩溃。使用Handler导致内存泄露的解决方法如下:

  • 通过程序逻辑来进行保护

1.在关闭Activity的时候停掉你的后台线程。线程停掉了,就相当于切断了Handler和外部连接的线,Activity自然会在合适的时候被回收。
    
2.如果Handler是被delay的Message持有了引用,使用相应的Handler的removeCallbacks()方法,把消息对象从消息队列移除就行了。

  • 将Handler声明为静态类

静态类不持有外部类的对象,所以Activity可以随意被回收。代码如下:

 static class MyHandler extends Handler {
@Override
public void handleMessage(Message msg) {
mImageView.setImageBitmap(mBitmap);
}
}

声明静态类后,由于Handler不再持有外部类对象的引用,导致程序不允许该Handler去操作Activity中的对象了。解决方法是在Handler中增加一个对Activity的弱引用(WeakReference)。参考代码如下:

 static class MyHandler extends Handler {
WeakReference<Activity > mActivityReference;
MyHandler(Activity activity) {
mActivityReference= new WeakReference<Activity>(activity);
} @Override
public void handleMessage(Message msg) {
final Activity activity = mActivityReference.get();
if (activity != null) {
mImageView.setImageBitmap(mBitmap);
}
} }

WeakReference简介
    
WeakReference 弱引用,与强引用(即我们常说的引用)相对,它的特点是,GC在回收时会忽略掉弱引用,即就算有弱引用指向某对象,但只要该对象没有被强引用指向(实际上多数时候还要求没有软引用,但此处软引用的概念可以忽略),该对象就会在被GC检查到时回收掉。对于上面的代码,用户在关闭Activity之后,就算后台线程还没结束,但由于仅有一条来自Handler的弱引用指向Activity,所以GC仍然会在检查的时候把Activity回收掉。这样,内存泄露的问题就不避免了。

案例中存在hander内存泄露的代码截图如下:

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" 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" 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通过上一章介绍的leakcanary插件,可检查到内存泄露相关的代码,leakcanary检查运行截图如下:

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*0Y+j+/i7BIdGT1n9pyQ4BCxUN6LzI2Ze/To0QULFri7uRMSws3VzcvDSyKW+Hj7+Hj7SMQSAickYgkhIXx9fT3cPSQSiY+3j6ODo5OT04ygGSdOnCgsKHR2cvbx8fHz9aOjDUcHxxlBM6i5JKjDzI9m3rp5Kyw0zMnRKWZOTHRUtLOTMxz7Sgkpl8N1dHAMDQkNDQl1c3WDZiEkBI/L83D3iIqMioqM8vP1g8EWKoN1CnDAuQOhQBg8MzhmTkxYaBiEaLCyeFyeg70DHMe7u7lDI1OAA/IU8AUuzi5hoWEO9g4wi5en15zZc2ZFz3J3c6dCPSD4CAsNmxszNzAg0E5qRwEOdUgkFolhnx0SHGJvZ+/m6ubs5AwtIxQI/Xz9ysvK/f38nRyd3FzdnBydgmcGFxcVU56A0JDQ1IWpm6s2x8yJgW4SQkKUlpT6+fo52DtAbpTlS4pLIiMi+Tw+vMO2ZS+YvyArM4vKSK8miCdEQpGTo1NZaZmToxNEgfARTMbn8WdFz6pYWZGYkJidlb26cnVOdk7qwtTsrOyYOTFCgRAX44UFhVlZ2RKJxMvba+XKlZGRkRChCgQCsVjs6eFZXlbu7ubu6ODo5urm6OAI52jmxsxds3pNSXGJFmeGpnM94NCTnvT0dyM1Dwe9hyCUnBwwViMkOGTB/AUxc2KOHz9eVVXFZtM8HOqzKhICx3EvL6/amtrysvITTSdSUlI4HI6d1E4oFM6KnlVzqCY3N/fGjRuRkZEcNsfezn7hwoUHqg8crD54pO7I/n37o6Oi4RC8qqqqsLDQysoqMSHxQPWB3JzcgwcOnmg6cfXK1TWr11DedVyMb9iwYfu27SKBaO2atYcOHnJydIJebjiXUXO45tzZc82nmi9fuly5qpLP42dmZF67eu3UqVOXLl3atXOXnZ3dsmXLdu3cZWtru27dugMHDgiFQolEIhKJHOwdjh09lp2djYvxutq6mJiYzIzMq1eunj59+sL5C4cOHkpMSDx86HDsvFg+j29vZ89hc+Ji406dPOXr4ws9HxBwhASHXL1ytXJVZfX+6qbGpistV/bs3gM7S+i0r95fffDAwdqa2kMHD6UuTBUJRXweP2FBwpG6I8ePHW9qbGo+1ZyZkamCOYQC4ZzZc442HIUeDkJCrKpYdeb0mabGpgvnL2zauMnL0wvenxszd/eu3YcOHqo5XFNbU5uUmASzV6ys+HjLx3Dex8/Xr/5I/coVKx3sHXhcXnxc/MkTJ080nTh/7nxdbR30MYhFYi9Prw3rN7RcbmlqbDrRdGJp+dJTJ08tyl2k0cMhEorcXN0KlhTY29l7enhCZxWhmNDx8/WrWFmRlpqWsCAhKTEpYUFCVmZWaUkpNaUCI4FKikvmzZ0nFonFIrGPt09RYZGLs4uHuwedGwQcYaFhtja2Ar5AKBBOnzY9LjYuOyubDjhUEBsuxl2cXUqKS3y8fWYEzYCvEwWVvL28V65YGRIcYjXdysHeobSk1MXZBbrKhAIhFFqxsmLu3Hk2NjZ8vqCsrDw+fj6Hw503b150dDSHw5kVPStvUZ6zk7O7m7tQIIQutBlBMxamLExdmFpYUKikj7q7EWJ6/ZSKnvSkp78n9QAOiVjxXXhc+bMNEvkdiYSQiCUCvoDL4VpbWR86eGjL5i22trbyfkV9vlnRiHt6eh47emxhysLiouJ9+/bBmA9bW9v169YfOHAgNDT09u3bUZFR06dNj50Xe/369Yz0DF9vX08Pzy2btzSfaraT2kkkkt27dy9fvnz6tOnJScnXrl77eMvHYWFh7u7uqQtTz509FzsvViAQwA7jypUrSxYvsba2Dg0JvX79elJiEofNgbjn2LFj27ZtCwoI8vTwTE5ObrncUlpS6uzsnJWZdezYsdzc3JDgEKFAuH7d+prDNTbWNlmZWc2nmv39/GHfEBkR2XyqOTQ01N7e/tTJU6kLU11dXRfMX3DixImVK1YGzwx2dHA8eeLk2jVrbW1s4dzQhvUbtn68lXLjU4Cj5XJLXW3d3Ji5Hu4e0VHRp06eKiossrWxjYqMarncAt34Xp5eK1esPHnipLOTs4uzy7GjxypXVbq7ufv6+BYVFl26eCkiPIK+qAQCjob6hqDAIA6bs2b1msbjjSHBIR7uHmGhYTA7j8vz9/NvudyybOkyH28fTw/P4qLia1ev+fv5c9icVRWrtn68lc/j+/n6nTl9pmpTlYO9A4fNmRU96/Kly9lZ2Z4enl6eXuvXrT9+7LiHuwePy9u0cdO5s+dCQ0I9PTxDgkP27tn76fVPs7Oy5XNtaoAjMCCwclVl3qK8woLCosKimR/NhChBwBf4+/kvW7rM28sbBhpLCWlQYBD0cMCemM/jT50yNSU5ZX78fBjpOSt61urK1fl5+UWFRcVFxX6+ftBRhIvx0pLSxfmLExMSU5JTUpJTEhYklJaUpqWmqcQRy3eZwwmJAnBAPkWFRWmpadDxAzX3cPeImRMD4Yuzk3NZaZmHuwdcrERRRHhEWdnS8PDwxMTEwoJCRwdHoUC4ePGS7OxsKyvrhSmplasqF+UuKi4qLlhSAGN7hQKhjbWNm6tbUWGREtqgexxVplf0gENPetLT35C0ezjokEPeNEskOEGFWdQcrtlctZltw7aT2vVkFytaRsX0Co7jMGg0OSl5VvSslsstfn5+fD7fzc2ttrY2JTklJCTkzu07kZGRVlZW6WnplZWVVtOtrK2sp02dtjh/8eVLl52cnXAc37lj59KlS62mWyUmJH722WeBgYE21jZCoVAkFNXV1pWVlXG5XJFQlJWVdaTuiJur27Rp04RCYe3h2tWrV+M4zuVykxKSbnx6IyAgwMbaRiQS2drYrlyxcv369dZW1l6eXvX19UFBQWxbNo/LW7tmbfX+aqFAaG9vf/zY8RXLV8DAhc1Vm3fu2MnhcNzd3I8dO5aRkWFtZS0SihobG1OSU6ZNnSYUCHNzco/UHfH28uZyuL4+vpcuXpofP5/qfelTKvPj50+fNh0X49ZW1p9s/WTP7j3Tpk5LT0vfu2evjbXNtKnTbKxt5sbMPXb02IygGV6eXidPnFy2dBmMXLG1sY2OioZTJyqA42jD0QD/AEcHxxNNJxamLLSxtoEi5sbMvXjhop+vX0hwyNaPt4qEomlTp02fNn32rNk3b9wMCQ6xtbGtXFW5ccPGoMCgpsamNavXwGkCoUC4ds3abZ9s4/P4cN0sLsaPNhxdnL/Yz9fvdPPp5KRkWxtbkVBka2Mb4B9w+7PbWZlZ2jwc0VHRWZlZri6uDvYOiQmJpSWl9nb20MMR4B9QsbIiJDjE28vb38/f28s7Oiq6pLiEmlKBbqr0tPT4uHixSMzn8efGzM3KzHJzdbOT2qWlpi1buozycJSWlKYuTA0PC4+MiIyKjAqeGZy3KC8jPUN94RK1p61YhDs7uZSWlDo7u7i6uEJYACd94LqkGUEzAvwDoA2XLV0WER7h5+sXGBAYGRHp6+Mr4AtCgkNWraosKipcunRZUWER9K5JpXZ2dnY8Hm/B/AUL5i9wdnJ2dHBcnL94yeIlFDzy8/WDHg7Nsyoa5lb0gENPetLT34xoHg7FOE/+gXg62iBoj8Tyvq3mcM3mzZvZtmw7O7ue3TjEGtzUHp4eRxuOZmdl83n8/fv2l5WVTZ8+PTk5+UrLFQd7B+jhiAiP4HF5AoHA3d09MSGxYEnBls1bTp44ebr5tLOzs0Qi2bVz17Jly6ysrJITkq9fv+7t5S0SiCD0OXLkSHl5OY/DEwqEtbW1DQ0NcbFxycnJCQkJmzdtvnTp0kcffWRjbVOwpKDmcI2Li4tYLIZeFmrmfkbQjIaGhoiICBhKuXbt2urqapFIxOfzq6qq9u3dJxQKCYI4euxo/uJ8Npvt5ubWeKwxPT2dy+E6Ozk3NTVlZmbCxbE+3j5XWq4kJSZNmzotYUFCXW0dXOMArUEHHLNnzYbhGmxb9rZPtu3auUsoEEKG8+Pn5+flb1i/ofF4Y1NjU/DMYA6bs7R8acvlluZTzSuWr4iPi3d1ceVyuPQttiDgOHb0mK+Pb0R4xMkTJ6v3V+/etXvvnr07d+w8UH3gwVcP5sbMtbaydnRwjI+Lz8/LX79ufUN9w9UrV0OCQzhszsoVKw8fOnyi6cS1q9fi4+K5HC4hIdxc3fbv219/pH7H9h17du/Zs3vP9m3bP7/zedWmqvnx869fu+7l6QWnvcQisbOTM4zh0OjhICQEFSQrFAgd7B2gZ0goEMLVImtWr8lblJedlZ2bk5uTnVNUWFRWWkbNa8AAl/S09Pnx86FfhAouFglFDvYOZaVlPt4+sFpLS0qhBwgiDBjDoWFKRdLz5ovFuLOzc2lpmYuLK5/Pd3FxLSkpjY6eJeAL7e3sM9Iz8vPy8xbl5ebkLs5fvKpi1ZLFS+BqmqLCIhhLVLGyIiwsjMfjicXixYsXZ2Zm8Xg8gpASBIHjErYtB06+8Hn8GUEzVixf4WDvAMNEoNdK83yKPoZDT3rS0/8KogEOXMuUCuXhgI/EBCEhBAJBzaGaLVVbYAyHiisY/lExHJ4eng31Dbk5uVOmTFmxYsXxY8d5PN769eu3bN7CYXMiIiJuf3Y7MiLS1sY2Iizi5ImT+/ftX7FsRUZ6xrq1686dPefi7CLBJbt27lq2dJnVdKukpKRPr3/q4+0j5AshaKg/Ur906VJrK+vIiMgTJ04cqD5w6OChQ4cOHTx4sHp/dcvlltTUVDabXVpSumf3HgcHB1yME4R8hSqPyxOJRIEBgfX19eHh4WKRmM/lr12z9sD+A0KBUCQShcwMOXP6TGhI6OxZs48fO+7i4iISiVxdXBuPNWakZ0DE0NjYmJmZCVfZiEXijRs2rlu7TigQ7t2zd1XFKji9Qi3shIDj5o2bcFmsvZ0925a9fdv2Pbv32NrYhoWG1dbU1tbUrlyxcnH+4rxFeQ31DcEzg/k8PpfDjZkTU7Ck4OMtH1+7eq2uti48LBwu8VABHD7ePtFR0SeaTqxYvqJgSUFRYVFRYVF+Xn5Odo6Hu4e7m3vN4RoYn7Eod1FpSenVK1dDQ0K5HG55Wfmtm7dyc3I3rN9w6uQpH28fLofr7uZ+6OChbZ9sy8/LLy4qLiwoLCwozM/LD54ZnJGecf3adRdnF2rewcXZBcZwaAQcYpEYhutCcAYBx4ygGXC7i7DQsIIlBUKBEPqZbG1s4YwPHR9wOdy01LT4uHi4gCgqMgoGrIiEImcn56XlS+HmKFQMB9uWDZ9aTbeKj4tXBxy4HBYTuITAcbGLi0tZWZmrqwuO42Kx2M3NTSzGcTEhwSUCgRBuEwKDjWAMB5fDhTt8CAVCXx/f0pJSCUGIxWI+nz93bkxeXp5AIIBBo1KpXcycGDdXN5FQxOPyQoJDKlZW2NvZQ8Dh4+1TWFDYo5hYOW4Dp82tiPWAQ0960tPfkpRWqWj5+prCw6FIA/u2w4cOb67azGazpYSU2mNAJBBJcAk9wA3HcU9Pz4b6hpysHA6bExgYWHO4Jisz69y5c7GxsVOnTo2Ojr59+3ZYaJhQIDxSd6RqUxVskceMHpORnnH58mUnJydcjO/csXNp+VIrK6ukpKTr1677+vgKeULYwR+pO7J8+fJJkyatW7fuzJkzrq6uDvYOjo6Ojo6OTo5OWzZvOX78uFAozEjPOHPmjJubG5/Hl0qltra2RYVF69ev53K5QUFBcFksXCkKp1REQhGO43ZSu1MnT2VnZS9ftnz3rt1wjauLi8vx48ehh8PRwfH48eNpaWk2NjZUoOj5c+dDgkPqauuiIqPgqhy6hyN4ZvDNGzfnzJ7D5XAd7B2gh2PP7j3Tp02vWFnReLzR2cmZbcue9OGkkOAQOKXi4e6RsCBBwBdYTbfCxXiAf8D5c+fXr1sPnRwU4Jg9a/bRhqP+fv5urm6NxxsjIyI/nPgh25Y9dcpUXIynJKc4OTpt3LCx5nANDAUd/8H44JnBt27eCp4ZzLZlV6ys2L1rNwQZZ06f2bhhIwxeqdpUVbGyYvKkydZW1jbWNlMmT4mZEzPzo5lRkVFnz5yNjIiEq535PL6ri+v1a9ezs7K1TanExcZVrqr8aMZHri6uOdk5BUsKoAdCLBIvzl+cnJQs4Avgbvdikdjfz58OOKSElMPmZGZkLpi/AE6pJCUmVaysCAwIdHVxzc3JXbJ4CcWtpLhkUe6i+fHzExYkJCYkxs6LLS4qzszIlCjv2aXi4XByci4uLnF2dhGLcYmEEIlxxecMCUKxDQncuKWstMzL0wuuH6b8TGWlZVmZmc7OLoGBQStWrIyLi+dwuImJSfPmxXI43EW5i2AuTw9POOMD0Y9IKPL18dW1SoX+q/dw6ElPevp7krKHQ9uUCtUoKxCJUCA8ePBgVVUVHMjiOG5nZzc3Zm5SUpJUKsVxnGoZ4ZTKkSNHMjMzBQKBUCDcsX3HhfMXqqurvb28YZjkrVu3QkNCCYK4cOFCSUkJh82Bm2bu2rnr4oWL0D2wY/uO8rJyq+lWSQlJV69c9fH2gU51sUhcV1sHG+vDhw6vXbMW7i0Bm3JrK+uc7JxPr3/q7eUdPDP4xqc3MtIzoAPfw92j+VTzhvUb2LbswMDAY0ePwb1Q+Tz+mtVr9u/bDxd8CgXCvNy86v3Vhw4emhszVygQwo2/jh49mpaWxuVwnRydmk81L1myRCqV2tvb42Lc2cl575691furd2zfAVei0ns46OH49PqnEHBAD8cnWz/ZtXOXrY3t+nXrD1QfgDENDvYOO7bvOHXylL+ff/DM4DOnz2RlZtlJ7eBSz8bjjevWrqOvPoWA40jdkcCAQC6HC5e6ODo4wpiG8rLyE00nXJxdDlQfgAEZYpHYydGpYmXFZ7c+CwoMgoCjalMVDJVITkq+fu16XGzclMlTFqYsvH7temREJFyZEhEecfbM2aTEJB6XV72/uram1t7OHuKq4qLimzduZmZkalwWC6HArOhZJcUlRYVF6Wnpjg6OsLKio6IrVlbA3VchjvTz9cvPyy8vK6cmpOAcSsKChDmz58B1v2KReN7ceTBidGHKQhgzAd+6stKyzIzM6KjoObPnxMyJiQiPgLMhBG2XrR5IrZj+c3F2WbF8hbubh7IjREKH4CKhyNXFdVXFKl8fX3oMjVgkdnN1y87KLioqLiwomhszFybOz8tPT8uAvqiU5JSS4pLiouK42DhqsMdLcwAAIABJREFUOTdc7JOdla0SXKIZc+hjOPSkJz39PUlL0Ch9maumIHkBX3D82PEd23fY2tja29mLRWIXZ5famtrr167DsSm9Ffby9Go+1Zy3KA860uNi4/7x5T9KS0rhksLoqOivH3wdHRXNtmUXLCm4eePmju071qxeU3O4Zveu3S2XW5YvW46L8QPVB1ZVrJo2dVrqwtR7d+/5+frBHk4kFJ3+f+y991sUSRcGuv/K/eE+z733uffb+O1+dFf3JGBAREEx4irmNStiAlGBGWCGNGMEXXfVdUAwKyggsK46iGHNcc26JkAEiZO67w81XVPT3TMMSYL17nncDhVO1TR13j51qrqictPGTcuWLrt75y70z6MXYvjuWH66fN/efd9/9/3qVautF6x7ft+TnZVdXVW9b+8+OImuVCj3/L7nyuUr+/buYwCzfdv2Y0ePQa7w3x/+GzM+pu5iXfnp8mBNMHTXhwSHVFdVr1m9Br7H79u7r9Zae/TI0dERo6kg6rtvv0tKTLpYe3Fl/ErRylU4jzNp4qR7d+/NmT3nu2+/UyqU33z9zf4/9pcUl/zn//vP8mXLL9Vdsuy3ZBmzYFjuub/OwdUi6fr0K5evHDp4KDsr+9jRYyeOn5gxfQY+pfLjf3+cPWt2RXnF+HHjf/j+h8jRkYcPHS4/XZ5lzNq3d19lRWXcjLhvv/l24YKF1gvWkuISo8FYfKB43959NdU1u3/dTQVRZpN57569UGHo2Lhw/kJ0VDQVRGVmZF44f2HH9h1bNm+prKg0Goz/++l/cJ3IieMnKsorsoxZlv2WP/b9UWutTV6f7CuGA5YM5xFgUCq09HNmz8G9QTCGdFXCKrguGuWFJAOxAcjMUCwOvn/atNhp+CqS//7w3zBt2LjocVIPB/LtQbK4bOmykOAQ/Bl2+/awR1qtUq9buy5iVIRoB3foEIKtg5QIthceIyXRXaQtTCZepSLLNoiHgwgRIsNTJFMqaGwV6IVnRMaGXSqIWvDLgplxM9EbPMuwc2bPWbJ4idu+CtSEpmiVUrVo4aLx48ZDO8EybPyKePi5Dbg545rVa8LDwv/7w39VStWSxUvgPoyzZ82GkXqrV62GBgmGLIwdM3ZVwiq1So0i/BctXDRxwsSY8TGrV62Gk+L43qM//fjTnNlzli1dBof7WTNnJa9P3rRxU8LKBI1ag4IPoqOily1dNm/uPECD6T9Pnz9vPrKFClYxf978uBlxyDwoWMWSxUvGRY+DLYKfblm8aLFapYbxiSvjV1adqYLbeYleW+FeFKtXrYbmCjpRZs+aPXfOXJh43tx5yeuTUzalLFq4KOh/QSuWr4CqBv0vaNHCRTCQYt3addCNgbMZuFfEooWLQoJDYGNh38IAjuioaLiHGKoiNSV1yeIlsHUbN2xkGTZ2auysmbOQvyRqbFT8ingY1AlosHDBQriWdd7ceTD4EbocoqOiYeBkwsqEYE3wksVL0GJXKduQvQh3EUXfo6GFzc59fUvFf2lIf5EnA/aJTBZvTWDT4DQKTctNMnpv+o7zBlk9/Ugvsgi0gxAOIkSIDDPx9nDgngxa7hS7DjfMRoMmTdHff/f9t998Kx1D4Us/vuf3N19/g06D/hf09X++hsscYMpvvv7m6/98DTfVhhtmw8Lh2/xPP/70zdffUNgHUb/79jsYuPfN19+IVzxSNFza8O0338IrP3z/w9f/+fqbr78RFQJjFeEnbWGEpqhpaMdPeAVGIyIO8e033377zbeQ6/zw/Q+7du7aumWr6FNhqMCg/wXBdaToCly7geqCPfDdt9/B1sE5JngMNYcdyEi+Ag/3yUZ7fsCKYGl4erwKqDDsOhjCgvoNrnR17wxL0d99+93X//kabseOdy/8Rb7+z9fwE7jffvOt6BM2oh5A1/EEoq+9IKMumpeR5vVyV2AXZQsMxMz7+nKstBXScqS14Ar40kFWyW6kPwhHmuWCj+tu6V0JaSKxiGXQRz0/bSdChMjAidzXYnGq4eMUOiqQAaOFbRLQhz9EgylK7OtUVAj6pBkqE68OT480gRuESEdtmACtE0HliwqB2dFuGSg9rjBuNvAmwPTwVK/THzl85PSp01Fjo/y85cvWLqshOhDdkrINUcl4o6QdjleBuk70bTa8Xb66DmWX/aUClABpxEBLgJUOim5i8UE40iw9MKV+UvYn4ZDQjkEf9dK6az4RIkQGQr6K+r9/CaJ/kv9C7GcXWQvaj8O6r/L7q3AqiFq2dJnZZJ48aTLaZru/NJTe6rbwQF6je2Fl/Zc2aDb4ixKK+R/4r5twWKxEiBAhMvTlq7H/13wK/A9+n4xIn4QGgAY/fP/Df/6//3ixjUFXjMiIEzoIBDE/jvp/p036P1YP+iBChAgRIoHIV1H/zxDycAxrQbMYClbR0zkFIkR6JtDD8Z+fp/yfxMNBhAiR4SFfJSUmw327B38MJUKESGDCMMz333+/aNGSzeatgz6IECFChEgg8lXyxg0//vgjwzDi/cwJCAiGKliW/e6775YsXbptx/ZBH0SIECFCJBD5an0y8XAQITLMBHo4Fi9ZsnXbtkEfRIgQIUIkEPkqecOGn376iXg4CAiGEViW/f7775csXbptO/FwECFCZHgIIRwEBMMP3RMOfPn7YI8yRIgQIaLrB8Lh/pgs7fnmG/7lNwICggFAN4RDdtedwR5reiG/nrpZd+/1r6du+Epw8/H7d01tmQcu9roKS/Xdd01t+6vuBJ5FX1j78v2nF+9b9IW1g95FIrl49993TW25hy8PuiafWU5ffvKuqW3bib8HXRMifqRvhEPKMAjnICAYePgjHH52+vM1EHS7RaCvLP4LFF3p+fB06NwDnuMPnXsATwtKr994/H4Xxj9evm/hOd7QB8Jx6NxDnuMPClUE0kX6wtoum6Ojy6Ev8t2HgzSg33veyHO86ciVwVJgsOTcrVc8xxeUXR90TYj4kX71cIiuEBAQDAx8Eg6/vCEtkEEhcHvpn3D0rkxv+fXUzeuP3iEPR2HNXZ7ji8/eRwle1rfwPG8orutBsd6aeAhHIZbAL+XCCEetTLGEcAyGnIeEo5QQDnmRftLI62sDfRHZB97HX4FPwkEL//oTAYCm6aAgQFFecysEBAQDA1nC0f1nSno9fPR0oBFV2iNHi+8aB4ZwPOA5/uD5Bz6rllzXF9Z22R0dNoe+qNarjT3twAGQL5ZwnCOEw7d0OzL0iXNI/659/6X3zcNBUfBfmqIARYk4B00DjJOIAOA9VFI3ESDSwoTLMtWI0stqAbyvSgunvRQJiH5hgrIIjfPVRP+9JNLOkxJX0Lt0ScO9erGbrhZrIymBYIigdx4OfAjIKqm7/bS+tcPudHKtHfY7zxqyD17ylGCxmo9effTvx7ZOu8Pham7tunjvdQacuSi06gqt1dee33nWkH6gtuzS4w8tnXanq7G5Y1/lbV2h1VJz911Tu8Phau20X374Nv1ArXgwwhTOO3zln1cf2jrtdrvr7Ye2HaXX/rz58s6zhvSiWp3F+nvFrfsvGn8vv2Usqbv3ohFOoLyq/3T/ReOBP+/pBMKRVXLpwu1/m1u7HA7Xx9auskuPUXTFqUtP7r9odDdNkLp7r+8+b8woqtUhwnHuwd4zt183tHbZnW0ddq8ssoTD5kQejttP6++/aLz/svH+i0b3wcvG+y8aM4ou3npaf/e5uy1Icg5dvv+i8c8bL7Ycu+rO4i23n9bDlNkHL914/L7hY0dLu63+Y8fFu/8air0mj349ffPfhk+dNmeXzfn8bbP5yBVIOMw+CMeF269uPa1PL6qt+vtZ06cuu8P1vql9V9kNfWHtoXMP6j+2Oxyuljbb+duv8PAUfWFtWd3jDy2ddoertd1262m9scTD8K4/en/5wZuMAxfr7r1uabPZ7M5X7z+ZjlzRF9ZWXH3W9KnT4XA1feoqrXuMa5JRVHv+1quPrV0Oh6u90/70TfPW457wi4Ky6/dfNOafvGY6cuXpm+a2Dvtft17ef9G4/eQ1UYtuPnl/51lDemEtJBw7y24cPvfgfVO73eH61G679s87PL7n3K2X91804lf0FuvNJ/W3ntbrhV85vRB2Tics4eyNFzkHL91/0VhYcxcmyDxwsfbuv++b2lvabY3NnTcev8/xfrqGoAws4bB4Dy9+3yu693D42/Scpiga0DQFgoJomgYU5RYgcBF/oAEAkJtg13zwBCCxfP7sYGAm8vMbUg9t6Z1J96TEGAPOhQBNy7XLUxmNZQFCFkIwhh/6SDjyDl/psjl5jn/T2HbrWf2HTx08z9sdrtzDl2GyfVW3XS6O4/kX71tuPa3/8KmT5/iWdpuh5CJM8PBlo8Phuv+isdPmuPu88dHrJp7nnU7uwp1XLhf36N+m208bOrocPM9ff/JerCGyK6XXHQ6O4/hnb5tvPa1v+tTpdHFvPrQ5HC6BDTyEMRw5hy65nBzH8TzHcxzPufiKq091AuF43dDaZXPef9H48OUHp5PjOf7IhYewimv/vJW+8b9vane5OGh4YBU3nrznOP7fhk+3nzY0t3XxPG9zODcfuyrbh/iUit5i7bI5OZdbK3jA87zLxWUUXbzy4K3IJaOzWM/8/Yzn+KKaezvLrruzCMJzPM/xH1o6dRZr3uHLdruLc/FP33y8/bT+46cunuM/tdsyBPpy9MI/nIt3ubjHrz/eftrQ3NrlcHLP37X48XC8qv/UZXM+f9fS1mG/86zh6ZtmnuPtdtfVh2+dTu7hyw93njXY7E6e48/deqkT2MaT1x95jq//2H7zSf2r+k88x3d2ORAha223N7V0fvzU1fSp89aT+tcNrTzHf2qzPXnzscvmvPu88f6LDy4Xh/dD5oGLTS2dPMd/bO269bT+2dtmjuNdLr5IMOr7q+7wHF989p7d4eI5nnPxhTX3eI5/8PID3pztJ/7mOf720wadMKVy91kD5+KfvW2++7yxvdMBewzRo+dvm3mON2L+ML3F2tnl6LI5IeFIL6yFHdjc2nX7acOT1x85F3fzST3P8acuP9FZrBkHLrZ12HmOf/n+060n9e+a2nmOt9udQ5xzIMIhM5nSL4RDOvL4SOaTcFDCv0HCF6NojH+4vyFF0UGApiiapiiKCqLxKRUZv4HItPXMwwGA2Db68wj4vuddv7el9W14pfRLysOAnIfDSxu3n8I3I+heaa8WwuIhyQjEw9FtV4t7wkcJXyZQTwyFLpEnHN2yjUJrmsWqt1jffWiHhlzvNirWv26+5Dn+3vNGXaE188BFm93lcnG7T99EVufC7Vc8zz9+3QTLefCyEZpGg+D2OHf7Jc/xThe3+dhVmCvrYJ3LxXV0SoIrhTJb220uF+cO0Si06gtrrz1+x/O8h3Ccf8Dz/KHzD3SF1vSi2qKaezzHH/zrQXpRLZzOgISjsbkj84CbCW098TfH8U2fOmGZ1x695XnedPQKroCbcBRf1BW6q+B5vujPu0ixszde8hzf2Nyplxs99YW1XV2eKZX0otr0wlr07/XH73meP3bhoc5i3XLsKjROuIVrabPZHa70olq9xZpeWIvEWFzX2mG3212mw5d1FuvlB28gL0GV1t17zXN8ydn7Oos1q6TO6eQcDpf5yFWUAPIb/4SD5/jXDa2Itdx8/J7neJvdmXPIvbDFdOQK5+KbPnXCZ6PiylOe48/8/Qz5APZX3YE0SCcQDp7jbz6ph04RfWHt+6Z2nuM/fupEwbz7ztzmOf6fV03w9O6zBp7jLz94ky74UQpKr7ucnN3hyiqp0wmEo63D/qax1Xz0SkZRrb6wtqPLYRceDCi1d/9FgaLQw+FycWhWJb2o9vbTep7jHwo0BRIOfAJOX4gIR63OYj1R+4jneOgygQl2nLwGKSwkHMet//AcX33tOfo14ZXau//21WAPpPgiFv1JOCzdsw1dgDEcQM6UAgAowSJRNA0oivJy2dMUBQCgKIqiKJqmKYqivQ9omvIQE7dnxGOWvS0fKkOAO4Fw4L4I/wdoQFEUzC8cULBeVIg7s1CcUITXXaw3pPSLkvAwCkuAssBDCri18Sjt1TBBLc8ttyo07e5VWpwFwO4TJltoiqKht8nTRqz5qFChaM8pLSna3Q+EcAxh9Jpw6CzWzUev8Bz/rqkdHxrSi2obWzpeN7bqi2qPnH/I8/yVh2/wkSK9sLat0865+OxDlxDh2Ft5CyXYXX6T5/h7Lxs9noCi2i670/36iIc4WKw6i3XXqRs8x9993uDR3GLNPHDR4eTEhAMuISkUYjj+uo8KgYRjl0BZIGux2Z1ullMoeDiOXsEVcBOOkou6QveUyr+Nn/De0BfWNrV08By/7fjfPqZUBMKBWlRo1VmsZXWPeZ6/9MDTdQ3NHS4Xh96qzUeucBx/9eFbaZkv3rVwLh6RPEgFTl16jCy9saSusPrutuN/6yzWskuPeY4/e+MFXkhG0UW73dUt4dh+wjMxceDPe9D240+C08m1tttgZ3Z2Odo7HaIFwE/fNLsZm8Xa2m53uTh8kgXStWPWh+hKVkkdz/Gv6lt0FquxuM7l4jq7HBneM03QRQFnXiDhsNtd+PTHnzde8BwPp9Jgj3V2OT612/SWWp1AOK54d2xG0cUum4NzcZDHdEs4Wtq6nE5OFBJ0+2kDIhynLz/hOf7ao3eoQ9KLagur7/4m/GpDUz4H4eijhwN/p4egfL/WS0wsADRFUbQ3JfC8WEMLD2gAoz88VpCiYE6MA3hMp8c40zQQbKZwV+AoFEXRFMCMOCoC0MDDQgSDC+eFBDMLPKduL41Mb+DND/Lh8/BkgdwLU4ZGCtHIsAuqeyaiYLcAN1lACnvYCV6ioDVsPS10nLvXvekY7Dkh9gb1h6iThR8Ma8kXD/Q0DAUOJkM4AmEbhVZdodvGVAlvadJR4+HLDzzP7xDNlxda/370luf4XadvuNNwPB4bUVB2nef52nv/enwYRdZOu8dfjRtmnfDqbIEbYAiDlL7Q2tphczgxwsF5Ew6eL/5LHDQKzYlAOKxddmenze1W8UypYHPM75vaXRyXWQKnVB7wHH+y7pFHvUKrrtBa+fdT5FwRib4IBY169dtv5bc4jn9R34IHbZT8dZ/n+DIhguHP6y94jhdtF6EX/BmnLnkCHXaV3YBTSO+b2iuvPtt+4lo6ZvWfvPnIc3y+JKbh8b9N3RIOwwGPQd135g7P8eVXnnqUKbRCwqEvtGYeuMi5eBjVgcvTNx95jv/jzG2dxdrabnc6OZyRVFx5xnP8vjO30ZWMolpEOLYe/5vn+PsvGkW6wevP3jbrBMJx/dE7PEHuocuci3/+rhmebj9xjef4yqvP4CkkHL9X3BIVC4NaIEvzSzis+sJap5Nr67Ajhgfl8LkHiHDkHLoMHR4fP3X9dfPlrlM30vt1L5YBWksy4FMq/RjDISUWwE0+aMwf4YZnSsVtLynMTNKC4cVOAQ2tn+AW8cxAAMzDD7CLOJGhpEYYVwq7RyO6gr+7024XgmB44TfmoT3x8nDITqlI/RwoAcAIh8d9gHwKqE0Arwuduo8xPiDHNtzdKZRNe6WWtFToV5QX6eLd4fgB8XDgGMqEo/v1KZicuvyE5/hi4U1RPGpYrPUf2zl86YeQsfzqE57ji/68hzwceGRlQel1nudr7772SThQaRarzmK9dP81z/G/nrqp81b+Y1uXT8JRLU843KGUgofDm3C88xAOQQEp4dh35rZoiLRU33U7z2U9HHan17LYQmvekcs2u6u13Q5nalBLMw9cdDhc9R/boW6t7baPn7pEJu2o9R+e468/eq/3rmjXqRtvGttQbIfN7vrr5kvIZhpbOjhOZnnOtUfvuiUcuNtAjnB4PBy5hy/DqmXl6IWHOnnC8ZTn+H2V8oRjT8UtnuPP33ol0i2j6CLn4ptbu3QC4ThR+0iqP+dyB2FcffiWc3meQEg4Nh+9Kspy7tZLnuP3Vt7WdefhMJbU8Rzf2NwhKuHX0zcR4dBZrJuPXn36thnSDp7j7Q7XtUfverZOqjta4Et6TQuGwSoVEcnAmYdo7gCGEADhXwDcoQViH4TH+KPLIj4iMAjBxYC7AHCeAidHgOAMAYItRfMLwO27QDSDommKFhXkVTHOC4TLAXg4cJ7R/ZQKEDwqAKtNTgcvdWTIAB7KAb0bQUh5rwIp2tMRsGWCZwVPTok61/MjIPSfqSToD/SFcBy98BBZC/EYYbHqLNZnb5t5ns9Du1UKt6x3/uU5fnf5TV2h9SFOOAoFwsH58nDI7FcBYyePWf/Bq9YX1rZ32B0uV8YBSDgeij0cclMq7uEeJxxdwpQKNMDeUyr1H/EplYc8xx++8FA0PsLp/BO1j3SScVO6D0dm8cWWNpvD4fLEmWIthTrkHbmcd/gyx/EnL3rZ0V9P3eBc3NvGNl/vyobiuoKy63X3XsNwTjgJ9eJ9C8/xuYfEO4re97ssVvBwBEo4Mg9c5Fzcy/qWzAMXpQIVDoxwXESEA0Z6Xn/8XqRbzqHLML5EJxCOQ3+Jd2P7veIW/FHSC2s7uhwv3rWgW5Bw7JJsSnvj8Xue4/NPXtdZrM/fSQlHbafN/YjqC2tdTs5md4rmj05efIQTDneLDlzcfvLa2Zsv2jrt0Aull7OvPZLhTTgCuRj4KhVK5sATsgENqmhdCi195/a2agAAGHfg867gJAFe9tZtgmmKooKC8KkWdzJA0xSghakZbMIGK11WLdHlAAiHdJpJ5OFAHEgw+ahOdMtHH4l0AXASiQLQfeSefgK0wLpoafCL92/gmSuSozCSTkYUgyZsAwJ1xFDokd7twwGHld2nb/IwPhQbHfRF1rYOu83uTC+srbz6lOf5yr+f4WOHvtBa/7GD53jz0SvdE45Cd5l+CAdU49nbZnxs2nLsKufiMcIhmVJBhKPQqiv07eHocsDAkav/vOV5HsWx6ixWfaH1U7vNQzjOP+B5/sGrD6Lx8eGrDzzH7z59s1vCoS+qffq2mUOTCBLCYT56lXPxNTdeWO/8y7l4PNwh59ClLpuzvdOOX4R5j9c++vPGC7zrskrq7A6X08llFNVWX3uOIh5wxWAIZ78QDn2hNb2w1mZ3tnfaRTb48PmHlx+8yTl4Se9nSsWHhyPn0CV3UKp3x5bWPeY5/tzNlzrfhCO9qLazy1H/sR3Op+CzNpBw1Fx/IcrS0NyBmBlclZOFdXV6Ua3d4RIIh/vBEC05edPYighH8dn7Z2++wDswo6i2tcMmS/56IQO3PdcAbvzVEwloSoUCIAjaOUBTboZBwz033NEGwP2y7c5E0zSgvcIPvM2oh1TQ3i/5sHAUFemXE4hnawQHB6Qbwku8Z/ZEZkoFLVF1pwGe0+6mVHyJZEqFwukGTQlthjcF0iYwNkTaPLdo70IwjwWNbuA9Q3mdCR0u9nAAIbcnmtZHN4OhYWEJvNDLZbGCRemyOV1OzgzXbhRadYXuIR6uMMw5eInj+C67M+fwJZQRrhCp/9gODfnDV4087w4ghQnchOMu5uEotLqDRousukKrofji4QsPDl94AKdL9IW1n9psHMejHQ4MxXXvm9p4Dlul4r21OZzmOHze45uRbm2uL7R22QTCgfwotf+gBPur7/Acjy2LfQBP8X0gNh+76uK4Trt7HYrhwMXD5x8cPu/RHN/a/OK9f3mOP4P4mUWmw5s+dbZ12D+12x7924TZqosfP3U5ndy24zJfAHnf1M5x/K9YNGJ6UW2nzelwuNILa6GzpL3Tge/MAduCE46Sv+4fPv9gs7BI598eEQ6LVWexwqUxeJ9nFNV2dDm6bE7fHg5/hENnscKls4ew7eSzSuo6Oh2coLkvwqGzWM/ffsVz/D+vmmx2rxUrkHDY7E48rgh6RBo+tsPTm4/reY7/rdwT5wFjb9GsHyQ9T980w3krvcV6vPYf2KWQcFx/9F7kHdQXWhubO3iOzyoZ0itjh4gEGsMhFx2JLCI+jeC+JlhyKdXAD3BzD4vD3rNpLy4iph6C8aSFxS2UO3DEk0BwhrgtrDDx4y4euA2tMGeBjHGvplR8Ew4auH0KlJuIebw6yNWA0SZpvwGAX8M9OrQ7VhT49Nq4A15QX1NwOkecylcnC/oRwjHU0JdVKjohktFud9Vcf76/6k7dvdcuJ2e3u3IPuQfNqmvP4EBc9fdzS/Xd64/fcy7e6eS2CK6Ch6IYDpxwoLHYYkX+ap3FuvnoVTh2o1zbT1xzOFw8xze3djW2dNjtLpvd+ar+kyeG49xD3DLtLLsBjUpDc8fx2n90iHB4O8k9Hg6LdfPRq1DzmusvCmvu/v3PW6eTe9fUJtqH48X7FofDdeHOv5bqO2dvvITbP6AFEeYjV3DNPYSjsPa38lvwVkNzh0hKMHt58Nx9mGx3uYdA3HnWADu5obm9obmjobkdHrz/2J554OLeytuQCT14+aH47P3jtf/A5aa1d1/D7LV3/uU5vr3TUXHlaWHN3RtP3rtc/IeWTkQ44FJSnuMPnXNHvfTMw2Gx6izWzAMXWzvsHMffedZw4M97pXWPm9tsHAzlsVh1gRIOz5SKDm0xwvG3n9YX1tytuPoU6ok2//BDOLJKLsFdPeruv8avQ8Lx5kNbp81Zde15Yc3duvtvXC7O5eTyhYWyeytvwQ4vv/L0wJ/37jxrcDq4j5860SOqL6yF8bCdNmdDc8endhvUChGOzUevwv1gXrxrOXrh4aFzD569bYYcZdBt+bCQwKdUaEgygODPwI0sDSjv60IhmEff+1zwTguTHdJJDzw5AChKA9C0xzsgYxndNh17aQcCIfHycLgtrWfKA08KVfPdG4ETDqiwwMxoSnAFYVcEtRFpwAkYwCdLUHSFJ1pUYBKY9p5+8JTsWYmM4l/cgTbupsp3MsFQRUAeDl9XLFadxVpUc6+908G5OGjV6j+2i96zD59/0GlzogTvm7wS3HlWL3qb3HGWy+XmAAAgAElEQVTyus3uPIcFA8I9Jz6126DtNx+5YrM5u2zO7INecwqXH7xtbu3q7HLcfd6Qe/jyu6Y2h8MFXzFLzt632Z0l2MZZdfdef2jptNmdpy8/0VmsT958tNmdmd4ejk/ttpY2T2DmyYuPHA4Xx/Gci2vrsP9x5s71R+86uxwwV8lf9212Z8lf98/ffgUjATkX19HpQH4XncVq8tYc+maaW7v0hdb9VXdsdqesHLV63CoZRReh6x4P1Hj6plk2Y6fNiXTr6HL/RpyLtztcZ2++RKZdX2g9ffkJ3ByMc/GdXY6Sv+7felJvsztNRy7DBM2tXTa7s+TsPaFGcXftqbhtsztPXXqCdWBtR5fjQ4sndjL74KUnb5pdTveT0NJm24uRiQ8tnR3e62ZPXXpiszv3VHh5OGw2J9q6Q2exbj565U1jq0vo8C6b83jtIxQzu+/MbdHvjsubxjae85om01msf954YbM7d526cetJvdOjapcoquOvmy/R3aZPnTvLbjx724weUdj8I+cfwq3k6j+2Hzr3AC6fQU6y3advtrR1uYQfxeHg/v7nnWiJLxFfEvjGX1QQABSgaBBEAYoG0CtPCTMp3sEMuLVDkAn/FEcvUJQQNQr9E5QnPXqx90wTwKWbFEoPAA0oIVTCfZsS1oWimQO3xYYXgKRgNO1B0f56w6eIgkZpzMMhmHpk/t11ARSGAQ8AcO9LAjsRb78wGYIaSbvXCHuHf0rcIDRWGP47+IoVxTILjSAYSujm8/SBSXphraG4zlhcl3ngItzMwF+CPsfESQVG6gnH7isdnY5Omzhwr4+SUVRrLK4zFNf5X8QYYLJeCIyUFG2b0aPfyFBcly5n1TKKag0Do7NIMg9cFJ6E/qkILrvtaYenF9Z22ZwfWsQhIFJVDcXyqmb4vit9IHUWa/mVp+5oHiwZrMJYXEeoRo8k8I+3IQ8HLfVwSDahEAoRvXaj8EbPTSCfXphnQYEg4ngCWQ8HHjYCvN0W4ikVNL8hTKngWSXKSXqjG/Fk8Y4KFa6hkAp8wsSjmtA8PDnWlbS4VLyhYg8H6lkciFm4exkIFwnDGB7oF8IxuJJRVNvZ5fy3oRW3HDDA4to/7wao0kERvcV6+1mDy8XlHCLT/H2V4rP3eclu8f0ld5832OxOM7YvbUZRbUubzenk8HkoIr2Wvny8DX/tp7Er3sbKE/uIX5O3g0Bs60R2j5a76CO5JCsNaLx02iuNTK39Z3NpmSOZK7IV0riOWFcGzAk8bMynaj7IFcHQxQggHDqL9fHrj3D+e3/Vne0nr9Vcf+50h5L0Q8D/EJHn75pfvW/hJdtYEemp3Hve8OTNR6eTa27tknX29F3g1206uxzlV55uP3GtsPoujJs5e/PloDd/ZEi/eDikr/eissQzLNhVnwkB5uGQISQezwVeJhCn9WSS9XBguf3xnn7wcHg3XNoVWEJ38yTJPWqJS/XKL264/E+Alyn5cUStJxhyGBmEI72o9tL9N+4AC47nXPzrhtYtx8R7Nw1r+fips73TcetpPfG991EevvoAY4rzfCz67RfZW3n7Q0sn3GyNEyJM+3eC70uWvn2enoCAYDAwMggHlIyi2uyDl3IOXTL2x3aNRIj0UfSF1qySupxDl7IPDnhkzJcmfSEcsq/9BAQEA46RRDiIECHyhQjxcBAQDD8QwkGECJFhJ4RwEBAMP3gRjkD2+yJChAiRwRZCOAgIhh8I4SBChMiwE0I4CAiGHwjhIEKEyLATQjgICIYfCOEgQoTIsBNCOAgIhh8I4SBChMiwk6/WJyf/9NNPgz1+EhAQ9AAMw3z//feLlyzZum3boA8iRIgQIRKIfJW8YcOPP/5IPBwEBMMILMt+9913xMNBhAiRYSRfJa1fTzwcBATDC8jDsWXr1kEfRIgQIUIkEPlq9erVhHAQEAwvMAzzww8//PLLL9nZ2YM+iBAhQoRIIPJVRkbGf//7XzKlQkAwjMCy7LfffpuQkLBv375BH0SIECFCJBD5Sq/X//jjj4M9fhL0L/DP3PStIMnXZ+W/puv3LpYMeH/ilw48L8A+o+s5DUzn7toC/HxntycQdfsAflqIYZjvvvtu5cqVe/bs6f9xwXJBZ7kw6GMTESJERph8lZ6eToJGRwDkjOiAVNHrjDQdqCWWJwrYgbssCTMQZfFfh/hgWAEGjSYkJOzdu7efBwXINgjnIEKESH8LIRwjEgPt4aAx9uBORgt30W250kAfPRy0t4eDFu7g/KFHHg5BW/8ejgBdF5/PwzFQhANnG4RzECFCpF+FEI4RAgkhAABQAFB9LJaiKPgvRVE0TcMDdN1H7T4nXCiKBoCmKCheRcEr8FSeKMDrNE1TlLssHx4OX6ribQE0TaECh+GUSuCEI60nQggHESJEBk4I4RghkI1L6D8PB0XTNE1TUKQeDuDX2IrJECyMpmgfhENEFHAaAZmEmy5A/kJTyMNBUfCYQgxJWg4qgRZKDGQCxnfjBgcDRjjIlEpAItN1RIgQ6U4I4RiR6HeLiFtcGbsb4JSKOxckQwJNkJ3pQNfxKsR3aWFyxTPNIpotAdJyPFe+jCmVHplDL87hM9mFNIsv8V2y71syggr0voiVhlUqzetHT+ktUY3SAn33qi/O0UM60m2NfjrcLb5y+WuC6BcJsOEB/o496UwiX44QwjFCMMAeDiD4Ajymvfe6QYoQsHIy1ME7gEOSXpxRpIao0MAbMnSAEw6VJsSPKDUhSu/TsLExsQtWr9lySDociKxj6h/nfkk2RU74WR2ixcoMVqp91OV1PVjp65bac0upDpaKfFuw61hpXrV4Fx7ILeHAU7gkl+9elYqvBH5Lw5SR6Q2fXRqAqj5/Ke9KxT+Kp7skakgL7MEvSOSLF0I4hiW8XuT7EnUQcIXCv/IeDlEK8T1RUUPMwzHcp1T8pxQRO88pw4ydNCNt/znpqzk8Xpa5W6FUyRbpN65X/kx04tNHJHvH+0H3Ls07hEcEudIZhvEipeJiAvozon1LD+BPWx8d4edU2nwZSLL6/TsB4kTd9w5MSgzKZ8Bw7GRCOIYFhJd5j/dC7PPHL+KppQMObmQ9o5BkuPFKIKQTqgFya0HEA5tYQ0EpGvs/PqgJWUSaymgiuiinvkxGgGiKV2fgJUh6RtIaUb0BNDwgVXuKfiAcAAAAQkdHp1rOp0kIx6LU7cDnmCBuso/W9x/hkNySPxSn86GgV67+Jxw9ZyGBcAvZi77YWQAZMZrhs5dEhMNXXwZQPQEBBCEcwxGeod23mXOn9F8KOvL865VAvjRaXGw3Q4zHVtMBJKclB31APw1+Qou77yJfKvRrq/pAOKS3Jv+SICIcG38/w7CsnyL9ttqvvZcaK7+p8Iq8M8kd4sXJ3JI+8djByCEcclflOkk4wi5Kckl/CKlnJPBfkICAEI5hAdHLtNeSDeGYQh4IT2q5F3B6yHg4BP08bcRVxomKqALRRTn1ZTK6r4g7Ay9B0jOS1ojqDaDhQ8jDQUuu0wAwrGLTvrM44YiZsaCbMv3CRxbv/L5L7qZKcWmSvpb8QuLS/WvvrxFYSf1OOMR1Bs7JJApLi5LpIwklk+su6T0ZwiHORCgGgU8QwjEs4B5m0QpS2k01QFAQOqaBsARUSE1TgKYpmgpC215QNEojgEJrScXDkmeJaRBFUTSNVq7CO+5Dd6lCBQKAeD0qXAxL0TRNuc8oqCXeRpqmAU0JW25QuI2X3V3D174gQOgvt2ZBQZ5kNN5jeNeJCYd75S3UGCrj3koECGtyAaJ8sg0XWg+ZDSUcDA7hoOWOoSzWFegKrbrCC5BzqEO0vdHJ7+u3HAeTLcOnGaNpWq1gQlSi0rxtplcRfuzy0PFw+CI4vfdwAO9ulGUyMjXKEQ5Jx3l1brdVExCIQAjHcIIXS8AMsNs6inaUoIX/aM97PcBGBHRKy49B+H2PNwC7ARPh6eR33BJVhBEeuWopCqYAAewt5rsU2RaIBmKkv+dUWoIokcwF7x8FSAiH8C+NnfYVfSEcUpmZoBcIxwVdodXffIqcEZfAndI7n9dZqIpJmqlWsd06S+h1M1Qzolj446XNU5/RhzKM9GfEDj03fXg4vG4NKuFAT6Xsve4v+lHV8yv4eK7xv4xuf0FarpskfwD+SyMgIIRjmMBjq/CRQnQgSU2jf9GYJxov/A7O3pdFFkPOjvpRCdUs2BHBZnt2JReyoFFKGKqw0a5nQ5e8hceMmbdFoKWtoD0cw0tPkR3x23APP5O92zv00cMhwoxlGzDCcaGXOvXEwzEujD1v1IaqxcOOqHNYBvxl0Ornud0ak0eziycrGalXw/tJ7p5wSNMMmofDV41yF6WvBP6L9f2oydyRXpISDrr7biL8gsAPCOEYThBZLOkY6/XX/tk9HHKFyFTkVq6Hb/yy2vpWXrYF3rTMo7/nVFqCKJGsh8OnAp4G9ri9/tHnoFEvgzhjWTJiG7rCC4EoKWPNfBAOlgFaNaNVM8Eq9yATqgY/j1WcN2rHhbPhGvdFtYIZq2XjotixWlbBAgCAggURIew5gzZ7oWZUMMMAWqNkwoM9/g0lC0aHgJhRbIiKkXkb90s4RFpKnovumj8IhMMfI5DJTmPPvdztwIqnRei2bkI4CPyAEI5hBqmh9RzABN6WLSCzOmC6+UjmV6XPo2u/IsCG9yN6Sjgkxq9bwhFAE+QcOV7nND0pgq3UhZzNDD2bEfpXZujOFRoA6J3xmr8ytReM2nMG7cmUUADA3Bjl2UztOYP2bEboeYO2PE2rUTETRrF/GbQXjNrzBu1fBm2oCqTNU5/Rh8Di46IV1enac4bQswbteYM2f3kwy4j0EBtLD12UoZ0+WhVwrw4w4ZBlDj7YvSitHO/onnBIcklKlVFavmQCAgGEcAwDYC9mYpMmMnUAeG3hiSXu5zdsgsHFwBOOgOH7VZphQKUutCQpRMkyLANmjVNcMGpnj1OyDD0+nD1v1IZpGJYBLMPUpIfuitcoGQAAGKtlLxi1y6cqGQYoWeYvgzZjvlrBAkDTunnqSl0IwwCthjmbqd28VKNSMAygZ0Wz543aVT+7Z1668XB4/zXRwMPNfXsEuu/VXhEOn+xActFHdmlh3dTlu0T/LReNQdLEvh8DAgIEQjhGDgbdw0Hw2RA44QgE/RPDIQHDgCq9tjwtdIyWZRnAMGB8OKvVMACA8aPYC0IMB8OAKZEK9zEAESHMBaN2zXQVQDEc89WwQN089Rm9lmHAhtnqvwxatYJBFW2YpV48WdlfmhMQEAwECOEYBgjQwwEZBUUDCh4BQAvfcqex9ZyD0ACC/sZAEg5r3wtEiB2jqNBpzxu0Z/ShO1YEx45RwJEGejhQ0KhaySTFqf5YE1Ku0/6ZofUiHJkewiGsUgG7VwaXp4WSQYuAYHiBEI5hAEQv0CfX/Uyp0J51H+7PtfveIoJguGLACIe1fwkHEIJGl05W7l8bcsGozZivBt6EI1jF1GRoDySGTBuj0CgZlcKnhwMRjl3xwRXehINhfG/FTkBAMDRACMfIAS059fJ/fK54RoLPgIEhHNb+JRwKljm4PmRGlAKeMgAUJYaUpYYCAMaHe6ZUFkxUXjBqR4W4h6BwTfeEY9XPqvNG7ahgdxaWZar02vwVmv7SnICAYCBACMcwQI+CRnEPByBBGyMUw4JwMAw4uiH0VGroz2MV4cHMwonKPzO0W5ZoAACjgtkLRu3CicroMHbyaMUFozZrgWZ0CDszWnF8Y+h5ozbzF7VKARgAzui1e1eHxIxiWcZDOFQKplKnPbEpdNpYxYQI9teVwecM2shQMogREAxpEMIxkkE8HCMVw4JwAAA0SiZ/RfAZfeh5o7Y8LTRjvpoV9tiwrA0+m6EtSwllGJAyW3VGH3reoD22MWRejDJ/efB5gzY6jAUAJM9SndFrzxu0oWomba66UueeSQlVM78mBJ/N1J43aA+uD5kY4edrcwQEBEMChHCMWIjjSb3+78U/hFN8jWD/1IufAkm9PrIDXFkQYLbA9PGCd4G+yZnsimLPLUzhz8fqhgvhgGAYoGDFYwwDAy/k0sBjPLv7OhAHarAMo2DJ4EVAMDxACMeXgZ6YQFnG0PfKpQv/sX9FW4ZgGWlxhs8DTycAAGhUtUdnTHtalPMzqDe8CAcBAQEBIIRjBKMvHg5EMgJ2SOAHUr5CD66HA6u8zx4Orwb783D0O2/DMRCEQ08IBwEBwUCCEI4RC7QONsj9JVnPJ+yD8M+1SwhHHy2l6MPxtPAxe1q8Olfew4GUpGlA0xT67j0N3J+b73U/UBQFP+nq+SY91jZPdwUFwbbDRcg0oAAN68V1pgTegfUqUnr4TKkwDDNlypRdv+0pqzhzuuLMqYozJ0+fiY+PDw0N7S9VCQgICCAI4RixkLyy+3wXl2b0srhCYh+1uP/FDhDPgHt+UBRFA5qWEB33Xam26JSiKJiR7sMmIm7GQ7spgZsGSYryTTho1HMAoE/cChuiABojdjROi4a+h2P8+PElJSWVcigvL9fr9ayf79QTEBAQ9BCEcHwx8AQeSO54ezhAT4yllHDgAZWoEGxqRBSr4a9kL86EfC89hoh6yRMuCT/z0WrxlIossRsGUyrz58+vqKjASUZFRYXoyp49exQKRT+qTUBA8CWDEI4Ri754OPBbPbWUIgridTUwbb0q7a+Q1R4W49FH5OFwH6AjSbkDPp0CQJ8Jx6RJkxC3KCsrS0xMDA0NVavVGo1m6tSpe/bsQZzj119/JYMDwZcAhmFkH3VGQCAl9L26APP2LuOggxCOYQG56MUBra//PByioJDAPRw9UiPg1vgsqlceDmlGT74h6+FgWba0tBTyiaKiIo1GvEEnwzBLly5FnGPFihX9pPXgYPz48WazWa1WAwA0Go1Wq4XXR48ebTabR40aFXhRwcHBZrM5Jiam25QTJkwwmUwqlap3OvcaKSkpGzZs+MyV9i8SExPT0tI+s0nasWMHz/MfPnyQ1mu1Wnmev3//vn+VEhMTnU5ncHBwINUVFxfzPH/27NkA1QsPD58wYQI8Hj16NMdxK1euDDDvkAIhHMMA+Nv+QFgvgmGHvhCOhIQEyCSOHTvmxyKuWbMGuUCUymH8IdaIiIj4+Hg4N7R06VKj0QivE8IxNJGUlJSWlvaZK4WEg+f5GTNm4Nc1Go3NZuN5/sGDB/5LmDt37unTpyGv9Q+FQtHZ2dnY2OhwOAJJDwAoKChoa2uDZlqr1ZaXl8+cOTOQjEMNhHAMC4icAYRtfOnoNeFgGObQoUOQSfgfsxiGOXr0KEwZHR3dN32BUqmUDQdhGEalUonGH3jKMIxarUa3WJbFT32BZVkY64q7rFGBkHDAU0Q4WJbVaDR4yVJ3NzxFhAPq5ieodsKECWazGRIORgIg5xVH16WJca1kM6I+9EU4UC61Wo1+CFEP41AoFH5+FNRw/yWI+gdvu6+GAIFwMAyjVCp9PRt+TlEW6S0/Dw/ycJw5cwa/npSUZLfbX79+jRMO2OqoqCicLsg+b+Hh4VKyvnLlSp7nZ8+ezXGcwWCQdoJGo8F7lWGYnTt3tre3sywrfUgCb+NQACEcwwDCcg+adi+OoImH4wtHrwmHUqk8ffp0ZWXl6dOnuw0I3bRpEyQcGzdu7LWqU6dOzcrKMpvNZrM5IyMjIiICXlcoFKtXr87NzTWbzbm5uQkJCdA+hYSEmM3mWbNm5eTkmM1mk8m0cuXKX375JS8vD6ZcvHix7HgVHh6enp5uMplMJlNqampSUlJKSgrAplSQGmazee7cuZBwrFixApacl5e3evVqWPL69ethXojo6GiTyaRQKCDhWLx4cXZ2NtQtNTVV1ouOCMfPP/9s9kZOTk50dLTZbI6MjETp4+Pjc3JyRo0aZZZAo9EoFIo1a9bk5OSYTKbs7Ozly5ejHoiLi4PK5Obmrlq1KjU1VUo4GIbJyspauHChwWCAZaampk6YMAFmzMvL27BhAyIHY8eOzczMhK3btGkTtKksy+bm5s6ePRv2oclk2rBhQ2xsLPyN8vLy1q5di1SaPHmy0WhEvzhq5qZNm1avXg0VXr9+vdlsnjZtGlJy5syZJpNJrVYnJSXp9fqUlBRYQnZ2NvI6zJgxA/4Q8FSpVCKHE8uyK1asgI8TzGI2m+Hq7ilTphgMBpPJlJubq9frw8PDpb/Xjh07OI4zmUw2mw35pRiGefHixeXLl58/f44IR2xs7Lt37ziO43ne6XRev34dUgo0pRIREcFx3Nq1az98+MDzvMvlunv3Lu7run379qtXrxiGefz4MTxAt9auXdvU1MTzPMdx9fX1c+fOBQA0NDTwAo4ePQqnVBISElJTUzmOQ/42lmWbmpquXr0qbV3gYBgmfExM+NiY8LEx4WNiPMcSYZjeLGEjhGMYANEL6efpCb5M9JpwqFQqGC5aWlra7V/9zz//DAnH1q1be6fnuHHjzGbz/PnzNRpNWFhYampqbm6uUqlkGGbjxo3Q9CqVyvHjx+fm5q5fv55hGEg4cnNzo6KiVCrV4sWLoQmJjIxUq9WLFi0ym81SG69UKnNzcxMTE0NCQjQazfLly81mc0pKCsMwkHCoVCp43Wg0ajQapVIJCQesSKlUxsbGIusFCQfqHxHhMJlMU6dOVSqVWq02NTU1KytL6upAUyoKhUIjICoqymQyzZgxg2XZnJyctWvXwsSQEEAihRJrtdqsrKxVq1YxDLNq1arc3NxRo0apVCqo588//wwAmDJlitlsnj17tkql0mq1SUlJZrPZF+Ewm80zZsxQqVQTJ06EtnzSpEkqlWrSpEnI9oeHh5tMpjlz5qjV6vDwcJ1Ol56ezjAMy7J5eXkmk2ny5MmIRZlMpvHjx6tUqunTp5vN5qioKABATEyM2WxetGiRRqMJDQ1dt26dyWSCcTMpKSkZGRk5OTnz5s2LjIzU6/V6vR51sk6nS05OBgDAViQlJYWGhiqVyri4OLPZPGXKFOCXcMTHx+fl5Y0bN06pVI4bN85kMkHCERISAlukUqlgi5CLCwckHNHR0S6XKykpCV6MjIx0uVxz586FhINhGIVC8fHjx0ePHsXExAQHBycnJ/M8v2bNGqg2TjhaW1tXrVoVGhq6fPlyl8u1ZcsWWOaoUaM4jsvJyYFN5nl+/Pjx8NacOXM4jisuLo6MjJwwYcK9e/dsNltYWFhERMSePXva29sjIyNDQ0NHjx7N8/zKlStDQkLsdvvu3bth9jFjxnAcN2/evAD+Ln1CqdLgmw77EaW6Nx9nJoRjGIFMqRC40RfCATlEIIRj+vTpMDEaLnsEhmHS09NxoxISEpKcnDxq1KiwsDCz2Yzi4AAA0OxptVpIONB0DzydPHkyfjpmzBhRXfPmzcvLy0Pua2jRRYQDCDEcD*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" alt="" />

4.性能改良后源代码

本项目源代码在360云盘上,开发环境为 Android Studio 2.0 。

https://yunpan.cn/cPSA8uyeL2CwY  访问密码 dc98。文件名称:android性能改良代码。