斌斌有你 发表于 2025-2-11 15:28:14

GreatSQL和 GreatDB 压测

本帖最后由 斌斌有你 于 2025-2-11 15:34 编辑

背景● 硬件CPU:32C内存 :128G硬盘:1.4TSSD● 压测方法使用同一配置文件,针对 insert、delete、select、update 等常规操作进行压测。每次压测20分钟,每次压测空闲 10 分钟,保证 buffer pool 数据均刷盘。分别压测并发数 2 4 8 16 32 64 128 256 512。● 数据库版本1.Percona-Server-5.7.34-372.Percona-Server-8.0.32-243.GreatSQL-8.0.32-244.GreatDB-1.0.0.6038032-GA-2
压测图


1. TPS
bulk_insert

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
mysql 5.7 的拐点早早出现,在 8.0 这一情况得到很好的优化。让人意外的是 GreatSQL 的表现更好于 GreatDB。


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

和上图一样,mysql 5.7 的拐点早早出现,在线程达到 512 时,mysql 8.0 和 mysql 5.7 区别不大。GreatDB这一方面做足了优化


oltp_insert
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
GreatSQL 8.0 表现更好

oltp_read_write
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
线程数少的时候,表现基本一致。但是 5.7 的拐点和下降趋势在线程数达到 64 之后变现明显

oltp_update_index
data:image/png;base64,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
GreatSQL 变现更优,让人意外的是 GreatDB 和 mysql8.0 在前面表现居然不如 mysql 5.7

oltp_update_non_index
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
GreatDB 表现更好,mysql 5.7 线程数少的时候也不错,但是拐点出现过早。

oltp_write_only
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
可以看到GreatSQL表现稳定,后来居上。GreatDB也很不错。

2. QPS

oltp_point_select
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Cc5557DibbsGHDoUOHDFjr1q2bOHHiRRdddMstt+BPgKNHj44dOxauuuOOO7p27Tpu3Lhdu3Z9+umnBOvTp8/tt99eXFw8fvx4oi9cuHD27NkjRoy48cYb16xZA9V5xs3nVlHdhYAQEAJCICEEYpNZYWFhrVq14Kfq1avbpF966aVu3bp17979lFNOue222y655JKNGzfu3bsXMat58+YDBgwg8MqVKxHLGjZs2Lt37xYtWgwdOnTr1q3bt29fsmQJEc8555w2bdr069dv6dKlnnFtXnIIASEgBISAEIiOQGw1I2SGaEUqc+fOtWl98sknqA1/8pOfQGCw1w033FBWVlZUVATtmTCNGzfGB+1i06ZNjU+jRo1w7Ky4YDIbrLy83DOuCaBfISAEhIAQEAIxEYhNZp5JwGGLFy++5ppr4Ko/VlyXXnpplSpVbGCI7YuKy3riw1P8Dh8+bD2rVg0VAE2m9eHWxLVJuRxbtmxBY+nyjPOWjEwxbHgKY8pgfeRIGoFweJNOKq0R9+/fX6NGjbRmkT+JB6XRg1JOJvc1a9ZkQSfpUS6TfS+8nOE+iZbHiD2JxiJ8bDWjZ6IA3aVLF3SPrVu3Hjx4MEtoLgaiSpAE18GDB00K0AYOSAtPnhpP8xRPSM5mZOLaWzmEgBAQAkJACERHIEnJDC0i0weTtFlLw4KRuQ9KxHr16mHQwdoYq2Xw1rJly0wwJCoceHJt3rzZeOLADNIzrgkQ/nvSSSeFe8pHCAgBISAE8hmBJCUzDPRRM3722WdIVLNmzWrZsmWrVq0Q16ZNm4awNWfOHKSrtm3btm/fnmWzRYsWHThwYMaMGSUlJfXr12fBDKMPbPFhPswaO3ToQPTwuPncKqq7EBACQkAIJIRAApIZliA26V69en3wwQd33nknPkhaN910E0+vvfbaCRMmQF14ontE3uK6/PLL+fiMC7oiGI+Iu2LFijFjxuBmyW3QoEGecXmqSwgIASEgBIRAPAgU8h3YyJEj4wkaHoZlMEQu9IT2EQpG5K26des67SwIhsEI6kcbDAeL8Eh1MeM6o8gtBISAEBACQiAcgUmTJiUgmYXHDxl4VJgj2kfIWCgS7a1xEMbFZPiHm5N5xnUlpVshIASEgBAQAuEIJLlmFp6QfISAEBACQkAIZAsBkVm2kFe+QkAICAEhkDIERGYpg1IJCQEhIASEQLYQEJllC3nlKwSEgBAQAilDQGSWMiiVkBAQAkJACGQLAZFZtpBXvkJACAgBIZAyBERmKYNSCQkBISAEhEC2EBCZZQt55SsEhIAQEAIpQ0BkljIolZAQEAK+RqDslQL+dOUoApXaASRHMVG1hIAQyCEEDIftnH8Ck7W+O1TD+r1Cf7pyAgGRWU40oyohBISACwE47KPQbuYncBjUZYQz88j84lmvZyikuC2EQlAvkVlQW07lFgJCwAMBw2GGsexjWApRjF9z8dQEMOKavRW3WcQC6BCZBbDRVGQhIARcCEBIUJGhKPPIUJeTw2wUlwRmyUzcZiEKoENkFsBGU5GFgBAAAUNd4Rxm18PiREncFidQ/g4mMvN3+6h0QkAIuBBIFYe5krW34jYLRaAcIrNANZcKKwTyFgE4zKxpGTIzOEA8norEFKIkbkshmOlMSmSWTnSVthAQApVEIFscFqnY4rZIyGTbX2SW7RZQ/kJACIQjYDjMJYQRLN1yWHhJovuI26Ljk8GnIrMMgq2shIAQiI5AUDgsUi0icZtVkBp6NrcE1vdtkZBM3F9kljhmiiEEhEAKEbDju0sOS9QoMYVFSlVSlttKR4eSpIK2suG34rYQRslfIrPksVNMISAEkkfADuu5x2GRQImf2wjZcV6kZOTviYDIzBMWeQoBIZAeBKAuq3OzOTB2+20xzJYtfY4o3AZK8wtDfEYYXfEhIDKLDyeFEgJCoDIIiMNioufkthUXhRSS/IrPYuJ2PIDI7DgS+i8EhEDKETAcxq+9jKiRh3KYRSAeBxy2YXRIhIXPwKp0dDyR8jyMyCzPO4CqLwTSgIA4rPKgGgKDz4xWVnwWC1KRWSyE9FwICIF4EDDiFyOvSw7LAaPEeKqfjjDis0RQTYDM7r///r59+3bu3NmZ/rx5815++eV7770Xz02bNk2ePJnfBg0aDBkypF27dnguX7586tSpu3fvLi0tHT58eJMmTfCcPn36ggULjhw50rFjx2HDhlWrVs0zrjMjuYWAEPApAp5ymBSJKWkt8VncMBbFDAnlPPfcczDZhg0bDh065Az/6aefPv300+Xl5XgePXp07NixcNUdd9zRtWvXcePG7dq1iwATJ07s06fP7bffXlxcPH78eEIuXLhw9uzZI0aMuPHGG9esWQPVecZ1ZiS3EBACPkUAJjPWCpSP9TAWe3oeldlCKhsLPjPSLVLvhtGpTDm30opNZoWFhbVq1YKfqlev7qw7JPfYY4/17t3beG7cuHHv3r2IWc2bNx8wYACBV65ciVjWsGFDwrRo0WLo0KFbt27dvn37kiVLunfvfs4557Rp06Zfv35Lly71jOvMS24hIAR8igBMxsVoKw5LXwuJz+LANi4yQ7TigtKcCc6cObNVq1YdOnQwnmVlZUVFRTZM48aN8eFq2rSpCdCoUSMcOysuo2zklmAIdgQLj2ti6VcICAH/ImCYDIHMaMP8W9DglwyEkXq5kM8M7MGvU2prUDW55JClWC277777cJgUENSqVKliU4Ocvqi4rCc+PMXv8OHD1rNq1VABPOPapFyO9evX2+iuR/HcUgBX9HCfeNJRGE8EggJmUMrpCbJPPJtt+W718kXl1c7fUvfPVY6PAz4pm2cxgtLolJPyu4apihqdVv2kJ4EdE5sD//7qpyc96VnNTHqGQxruk1B5atasaUWdhCISOEkyQ8HYrVu3zZs3f/zxxwcPHvzwww+B3rSBKQGraxAVF0+NDxyGg2B42rU389Qzronl+oX2mjVr5vKM/5bsMDZxhg/3cT6VOyEEKtmPE8qrMoH37dtnVQiVSSef4xb/59fF5YtA4HCHuc0cs1jfYhKUzrlnz546deoAI6s2tWvXDsOz/75We2us/Ub1XQtOWd96f9sXj5R8LSxMRj3Ch9DKQG1oIrkKJElmII4dBxflhmAeeuih2267DQdKxHr16mHQwdoYq2Xw1rJly0zJtmzZggNPLljQeOKgwbB+DI/rWR+nNtIzQHTP8CEs3Cd6CnqaAwio0SvbiBtGF2y6L5RIx3klJSWVTU3xHQjYzmkdjofHnZ3mG6ObGu9elnVbm2jlPF7ezPyPvWbmWY5Hjl8333wzvZm7li1bYq84bdo0iHrOnDnIXm3btm3fvj1G+YsWLTpw4MCMGTMIWb9+fUw/MPrAFh/mw6yRVTfPuJ75ylMICIEsIwCTmc94tdNSFlsC8I2JI+tntIiuhNSMmDVGQYyn11577YQJE6Augg0ePBh5i+vyyy/n4zMuqO6mm27iUa9evVasWDFmzBjcmIcMGjTIM26UvPRICAiB7CBgmUyfkWWnARy5lo4O3TCxMHMLc+t4nm/OQr4DGzlyZKqqjYIReatu3brG3MMkixoU/S/qR2cu+/fvR0XpVAp7xnVGkVsICIFsIuBksrwfOrPZEM681SgVaEyaNKmqE5bKu5GxUCS60mHlzMVkBKhRo4YrmGdcVxjdCgEhkB0ENGhmB/dYuZpZheSzgoIk18xiAaznQkAI5BACZsMqKoR20YyeOVS5wFeFFjHrZ1Aac458vURm+dryqrcQiBMBs2EVgcVkcSKW+WDiM0lmme91ylEIBAwBu2GVZDI/txytk99bhEgy83P3VNmEQLYR0IZV2W6BBPI3Gz0TwQrTCUQOfFCRWeCbUBUQAulCACZjWLRDZLqyUbqpQ4DGYsdnfmm4+YWh37y5RGZ509SqqBBICAFMCcxQaJRXCcVV4OwiYL9nN9OR7BYmU7mLzDKFtPIRAgFCACYzn+KKyQLUas6i0nDGxBE+ozXz4BKZ5UEjq4pCICEEnEyGwkpXQBEozS+TfZFZQPupii0E0oOAZTLm9WKy9GCcuVTzic9EZpnrV8pJCPgdASeTMQ7qygEE8obPRGY50FtVBSGQCgTEZKlA0Y9p5Aeficz82PdUJiGQaQQwXDQWHwlu8/Hp8SvTBVZ+CSEAnxlbntzd8qpqQoAosBAQAjmIAExmPo6OxWQwF9XfWnHhMLcWEI4q5LK3cvgLAVZA4TMaGj7bOf8Yt/mriJUqjcisUvApshDIBQQiMFl06rIVb9asGW4Cr6q44DPOKTSeNowcvkDA8BlkZqYvufXdhcjMF31MhRACWUOggsm2Hjj7aM3rtq5ahdBFSVwily2boSi4igtPF2MZMuOXR0ZEk6BmofOLAz7jj0aHz9giBD7jNicukVlONKMqIQQSQcCKXOccuYlBDSabu+3OgpdecqURnbpcgbmFuriclAY1Qnt4hgeWTzYRgMM2VHwXD6vlCp+JzLLZo5S3EEg3Apa3wkWuc+o+W1DyCgWAyRLlrSjFrmC0Y5RG7lzQm/GMEkuPMo1A6ehQjqgc4bNYa6WZLltS+YnMkoJNkYSALxGAOShXhX1GDG1h0/Lfn1PyTKgSHecN7dkr5Ejp5aQ0EjbimigtpRhXOjHLZ1Aal7mtdKrZSkBkli3kla8QqBQC8fMW2VQscjlWuTagYjrGZGldMrGURhms+lGUVqmGT23kHOIzkVlqu4ZSEwJpQaBS1OUqUYjJKmbimdqwCvayRXBSGhTrMiGxweTIHAK5wmcis8z1GeUkBBJF4KUKowzDZOFxDRN06NDBPIqLGJxMZkax8HTT42MojV/LZ+RjPdOTp1KND4Gc4DORWXyNrVBCIOMIMOhbGkuNgUb2mMwJHgTG5aQ0GT068cmOGz4zJvtI7cH8pFpklp2eo1yFQHQEzFhPmN69e8clckVPjqd8V2S1i4xc2b6clAZnc1Fl45ntouVr/pAZZvrmEzRjsh8oJLQ3Y6CaS4XNGwQY2akrg3vKmIzhictnRthUcOjQofyahqXWjz/+uKm78dFvRhGAz3oeDYloTH0Mq2U0+0plJsmsUvApshBIBwJmNIfG7Chf2Vx8yWS2UlSTy9SaX3MZTxtGjswhYOUzKC04n1QnQGb3339/3759O3fuDKZffPHFM888s3jx4iNHjuDD3Kpq1aqbNm2aPHkyvw0aNBgyZEi7du0IuXz58qlTp+7evbu0tHT48OFNmjTBc/r06QsWLCBux44dhw0bVq1aNc+4mWs85SQEfIOAGcopjrXsqGzRDJMx3faBdjFKXWAv+/Q4o4UUjzJ6tLBkzgGHbaiweqXz+EyajwRClf79+5933nmRHuMP5cycOfPZZ5/dsGED3NOyZUs8n3vuuddee+266647//zzZ82aBVdBXaNHj27duvXVV19dWFg4ZcqUnj17lpWVjR07liwGDhy4du3aefPmXXzxxQsXLoTMRo4c2aNHjxdffHH79u301/C41atXj1IqPRICuYqAsWDkpTjttNNSUEejLILJGJ6CcCGPWpHUfP29fv16Co4b/yDUIFfKSJ/hwhiEPy5zG3L58XrjjTdir5nBTLVq1eratauTXVavXo2UdkbF1aVLl3Xr1m3cuHHv3r2IWc2bNx8wYACBV65ciVjWsGFDVrBbtGiB9EZ3hLqWLFnSvXt33tU2bdr069dv6dKlnnH9CJjKJATSjAASCTnY0byyuTG5RlPEFRAmc9aXIcIupxlBDZo3+DiDyZ1GBBDlEcu4MB2iL/n7qhqzeJBZnz59CDZ37lwbeNSoUegVuUVuW7FixbnnnosQVlRUBO2ZMI0bN8YHiQ0VgfFp1KgRjp0VF93UBisvL/eMawLoVwjkDwLGoo/6pkbByOhjzBcDyGS20RkruAyZVdg8yujRYpMRR+noUDZ0JNOXzG1Gck40k9iSmWeKNWrUgMz27NnzwAMPIJBdfvnlsFqVKlVsYIiNdTUu64kPT/E5fPiw9bSMaH0IY+LapOQQAnmCAAoPasrYnQJ9mpPJ/K0giqdxwcRKaYSH22T0GA9uqQkDgWVKPjt06FDSZa6adMz33nvvkUceQd5iuatevXqwEURlU6NMEBXXwYMHjScchoNgeNoSm6eecW1SLgf5unx0KwRyAAFsoJA8qAgq+kp28kZ7Hmm0+2GS2l5y4/atzQu25sgrAzIsagAUVePXiGusa3DlQAfwdxWGNirZEepUH43ZvmPH9jo3pKm0EApXcoknSWYYgzz44INXXHEFxh3oIckbC0aEM5SIENvRo0dZG2O1DN5atmyZKdmWLVtw4Mm1efNm44mjdu3annFNgPDfM888M9xTPkIg0AhAY+ZNQQSpbA9HJqtgMmbTjUpHJzkw+BhNg49ZPOMXVuMCNy4flzoHija+oOxbfHwGpTWqsipNq7BWzkkCryTVjE899dQFF1yADQii1YEDB5C6sHIsLi6eNm0aPnPmzKFMbdu2bd++PctmixYtIsyMGTNKSkrq169Pn8Pog/4H882ePZvlAc+4SVRGUYRAQBGwCsbKjsgwmVnbCIg5ddLtFeIuh+7RKh4NySWdrCJGQ8DaxJpPqqMFTfIZJJJkzIKCBCQzI4GRE4IXkhkWjNglmowhrZtuuunaa6+dMGEC1IXn4MGDkbe4WE7j4zMuSkkYHvXq1QubkTFjQvt2Yx4yaNAgUg6Pa1LWrxDIeQQYf42CkdG5UpVliMkPJnOiVEFqJ+z0aJ5WFkxnHnJbBOAztggx33vML/TVJ9WFEydO5JMvW9RKOuA55K26desacw+TGnIbRiKoH52J79+/nzU2dIzW0zOufSqHEMhVBLBloGpmUE6+jnaynOsyWRSImBZw2QCVhdQmJEc4AobPfNPZJk2alIBkFl6dcB9kLBSJLn9WzlxMRgDsIV3BPOO6wuhWCOQYAmbwTcGwy+DC5ZvBJSvNZGCsYLQQpRlHCrDNSmV8ninfezB/8pOhbIrJzOf4q3hCwFcI2GGXAbdSBTNMxshSOrpS6eREZEtp1MYgzK8oLfVt6ycmo3Yis9Q3sVIUAnEiwCBLyBQwmZkjB/nj6DgRiz+YE1VRWvy4BTekyCy4baeSBxsBy2TOYTfhKm0I8IZVCVc28QgGW34tn+HglivxxBTD1wgkaZrv6zqpcELA9wiYsZViVmpUhcmM+aJkslgtDs52DxHA1wYisQAL3nORWfDaTCXOAQQYT6lFypjMZ6sXvm0gALeY2/mEb0urgiWEgMgsIbgUWAikAAHLZHZgTThRK5NhvigmSwQ+MJeIlghggQkrMgtMU6mguYGAFQhSw2Slo3MDlgzXQpSWYcAzkF3VDOShLISAELAIWLHM+iTmcMpkYrLEsHOHNvMJzllkB5bKtos7bd1nGgGRWaYRV375jIAdMZMUy/Jyw6q0dhjTEEZcNr/4GM+05qvEU46A1Iwph1QJCgFvBMxYybMkx0ptWOWNawp8aREtpKUAx6wmIcksq/Ar83xCwIplSVZaG1YlCVy80cwkQ1rHePHyWTiRmc8aRMXJUQQskyUplvlsw6pD64+dU3h4wxv80WhVS8+redEPg956pnWMDG1+8TGeQa9azpdfZJbzTawKZh8BMyxSjiSHRZgsSxtWhZMWtbCeTmTxLJ83sfjULjnAahX8pU1DnM0bALfILACNpCIGHQErliVTkQ2Z2LDK8pOVtKxPpDLDWzyCuvgzwhlkRqycYTUz85DWMVIH8Ju/yMxvLaLy5BoChsmaNWuWjFgGk6V0wypDUYZ7zG900jKMRZMY0jJtYz1tUxkf1IzwGZ45w2qmyYxgbX6N0GYrLod/EEjx4Zz+qZhKIgT8gIAZASlJ79694bPEiuRkskS2+bD8ZMUs8rWenmWw/BSdtDzjenpaVrNPyYLEg7uuZpuSGonSbLP6xJH6wzl9UjEVQwj4BAFGQErC2Jcwkzk/KYvAZJafEiUtSIVSmV9LY6lFzJBWLslqRkqT1jG1/SSFqUkySyGYSkoInICAmctDY4hlJzyI52Z+YShUxcnRhrTi1w0Sz1BUqsSseMobM0zOyGoS0WK2deYDSDLLPObKMV8QsDskdejQIeE6o2AsKDj8eZ3ydZsOre8cKboVqnxFWpFKmzOymtExGkozv9I6Rmr0TPrLACSTaCuvPEJg9erV1DYZBePxpbLyz4cYmSyctKxPEAHNDVajZZs2bYrW0Qpq3CasTA5i+/m1zCIzv7aMyhVkBBjgkMyoAUNeYvU4vlRWvv5kmAzSKhkxKbEUghM66KwGdRn2snwmES2Lva9K//79zzsvtBqsSwgIgZQgAI0tXryYpJIRy5acSkSYrHzdSThqDxxdpUHzlJTKz4nA2fwZbsPB6uCRsk38ssxm3Hj6tvzwmZmyIKUZQY2iGpLzbZlzr2BvvPGGJLPca1bVKMsIWAVjwmIZCsZjS2UhJmNw9/Mgng6Ugyur0dbSOqajS8SfpsgsfqwUUgjERiB5BSNMVvF99K7lZ5ANw7oZ2WNnmYshgshqIZ1jxaeE0jpmpUtKzZgV2JVpbiKQvIKRpbK1IwAFBSNGjHnOZM7OgWzKn+E2HP7XQMJn0jo6WzAzbtSMIrPMQK1c8gKB9evXs2rCWGaGswTq7FgqY8iuPXBMAnHzI2iwWA1KQ+tYp06dinW0raaJuM2PtspCLRNbM7v//vv79u3bufOxr16mT5++YMGCI0eOdOzYcdiwYdWqVdu0adPkyZP5bdCgwZAhQ9q1a0edli9fPnXq1N27d5eWlg4fPrxJkyZ4xhk3C5AoSyGQLAJO5VJiaZy4VFaj18jEoudZ6KBoIEM6R2kdM9g5Y0tm0NXMmTOfffbZDRs2wFstW7akeAsXLoSQRo4c2aNHjxdffHH79u1MRUePHt26deurr766sLBwypQpPXv2LCsrGzt2LAaTAwcOXLt27bx58y6++OI441avXj2DOCgrIVBZBF566SWS4EUwQ1i8yR1fKit7vT1RGKmrdxoQb9z8DhcIWY3OYMR0I6Ix46HREush+d3KcdYeyawoZlCYqVatWl27dnWyy5IlS7p3704jtWnTpl+/fkuXLt24cePevXsR0Zo3bz5gwAACr1y5ErGsYcOG7OXTokULTiWnOaG9OOPGLJgCCAH/IGAGKd4IrgRK5fiqjFhaKksAOkdQg1vDe5ZbAPlED7P+HXd13v2XkWYbLUfwLDjpFQyApm8YCd58hpiFouRulrGtGSGzPn36gMDcuXMtDjt37rQvbePGjcvLyxHCioqKoD0TBk980C6iODY+jRo1wkHEOOPavOQQAj5HIHkFY8X50earMjsQ+7yyfi4eGFI8fu0+kLCaITbEODb9MgGyVQUnmVEGbo1PtsqTY/nGJjPPCh8+fLhKlSrmUdWqoUTQRlofbiG2Lyou64kP/vjFGdck7voll/3797s84789ePAga3vO8OE+zqdyJ4QAjWubO6GIGQ68b98+O+tKSdZGLGvbti0px59g8X9+XXz8q7KiUzodveCqhKLHn1FaQ/q00S+4ilrXuOCqw6/+GQe/Bz77yLBa1R4/4C+tmERJHFUW17sVl5kD0W24bJQ9e/YYOxEUXbVr17b+vnWED6GV6RKwQ926dZOrbJJkBoEdOnTIZEllcDCKUQdbCJ4Shss8xZ9SmmB4xhPXJuV0wIjoKg0vOv3lFgIJIZBC2vjoo4/ImtVitBHbtm2Lsxh1d/yu1s5xBDZflZV3HLwr7rhxZqFgIQTaVixAth1Q/c2nGJ6K33gCYju4bun+r3z7SPNEFMIpRZOugrXBxx9/TOeB17Zs2VJSUkIXMpkwXzd8gMYrpdmmPrFw3gr3SSjXmjVrJhTeGThJMmMlbPPmzSYhHMwgsGBEbEKFWK9evaNHj7I2Rhh4a9myZSYYDYYDT6544jpL6XRjFem8lVsIZBEBJtcMSRSAJeQEisFS2foQk6Fg5BfdV8OulyUQXUGTQOCUnxKpvG5dNJBFm1bV2rQK2LOrdTzllFOQQuhCrMhw1a9fX1rHJBrWRoltAGKDOh2AjtEHVviw1+zZsznkAivH4uLiadOmIYrNmTMH2QvZuX379iybLVq06MCBAzNmzGD2YRosnrjO7OQWAv5EwCgYEx6DtFSWpeYMzRsq7ETIH1bDPATdY5bKEsqWnuM0DHn88cdNj8pikYKbdWzTfFs3LI/hJ2Oaz5zi/fffx14f3oKfrrnmmho1amCyCGPNmjVrzZo1gwcPhsmYdyCu8Z3ZP//5zx07dlx//fWYgcQZ1+YrhxDwJwKMOyi9GY+4EijhhtEFO+ezzcfed1pnXThIoNg5FBRjEGpjNhM5+NZM3MYnW1V0me/TqdB16QvrhJoD0/xKnTRtdLvOVUoUjMhqcJhzWYvVMhYzUT86CxdnXGcUuYWAfxCAybgoDzPrBEoFk1VswLjjpU4MoDl8vEsCmGQvKMKZsXv0yazCdiogSXiSlD0Y/ZAzJ00nIJmFl5glMZdxIHb8iGj8OgNDbHg6fXDHGdcVS7dCwCcIJPOJNEtljg0Y8+R4F5+0l2cxrIhmjpshjK9ENMqjz6s9Gy7cU3szhmMiHyEQGwFm0MkoGB0bMCIKaKeP2ECnPwTsRVuQD3zGH47s8hkFMARGB+Oytzh0RUEgrh1AosTXIyGQhwhYXVDCS2WMmJ/X4dRNnyi18rDtIlXZtghaR/YNMbrHSIEz4G91jLazZSDToGeRpDVj0Kut8guBpBFgfCFuwkx2/KwyO24mXQBFTAcCtIvT0NEPfMZGgNSU/mZ02umodS6lWak1s1wCQnURAvEgwMiC8sdOnOOJUuBYKius30vHu8QFWpYC+WoVDYNGtgPkA382cqTjmTNlsgSM37OVmtHvLaTy+QoBBhQuimR3HI2reI6vynS8S1yIZTWQr0Q01s+Qz8wqGvKZtieO0jWkZowCjh4JgRMQMEyGWJaAjRm2+I6lsqwbF5xQH91ERsBqg/2wigafGbU2fGY6YeSC5+8TkVn+tr1qnhACZhCBxhJYLTv+VRkbMNrBMaFMFTiLCPhKRLOabfqh6YpZRMafWWvNzJ/tolL5CwE7glx44YXxbs3gWCor/sqtjIz+qpJKEx8C/llFM/qACot9mey7G0/fmbkR0b0Q8ETAfiJ92mmneQbw8Dz+Vdnho/1k9OGBT3C84DPOQju6c/ORsk3Z/RZNfBap18gAJBIy8hcCXyJgtDoJKxiPL5XJ6ONLKAPrgs/Ye8yI16yiZXGHYvSNMtn37EdaM/OERZ5C4BgCxiqaG46GiBeUE5fKZPQRL26+DweZQWk0KHvtw2fZ+haNeZXhMzqnTBxtr9GamYVCDiHggcCSJUvYJpvpcLwKRi2VeaCYO15VGjSv3qk/9THbX/FbVP9kPDNcQxZu6ZOsn8Fn69ev1ydoWjPLcA9UdgFDAAXjunXrKHSfPn3iLfrxpbKC1nfL6CNe0IIWzkjbMBmraFk8RMZMsKA0+AwIzYpa0LBMTXm1ZpYaHJVKTiJgFYxMgeOt4IlflcUbS+ECiAAzFef2V2gds1IJOqfpn9bgNivF8EOmWjPzQyuoDH5EYPXq1RTLDhaxi+hYKtNBZbHhyokQUJqRv1lFy9YOxbaL5jmficxy4pVSJVKNAOMCkhmpmmlv7ORZKqvYSrh8/cmMbjL6iI1YroRwiWhZsQoRn9GbRGa58kqpHokgsOLDnfxFiQGZ8TReJiPo8Q0YtVQWBdUcfmRFtGxtf0VfzXOTfVkz5vD7pap5I/B/szeOffKDfy0NbaMApXU8vZ4rHEyW2Nb4KBh3zuessiPN7jNKJ1eCus0HBBDHTesbQ0eqnGEB3eyyjzEI9rd04Hjtb3OibWTNmBPNqEokggDsBZOZGCs/3MUfbief2YWHeC0Yjy+Vlb3evu4P/pBIWRQ2BxGwho5QmlE5ZpLSnCb79OT8MdkXmeXgu6QqRUfgql+/QYCrLm314PUhG0XDZ1P+9TFuQ2l256q4DJ0dX5XV/K/HM/+9UfTK6mlWEMi6iJaHJvsis6x0dWWaNQRG/X71pzsOQFo//e4ZFALH9/qegsNSWpXyjwsP7bTL6bEL6viqrHqnAbHDK0TeIJBdEc1MxVA2cgF5XDOzIDeNyCzIraeyJ4gAS2Wsk0FgY687YWMqfPhr1qA6THZyjZAF46YvzsQndvJaKouNUV6HyK6Illd8JjLL6zctryoPkxld4t9+0SW84ic1rAF7fbZhKY/e2lx/9lsHcHjahnwZ9/hS2YHq42X08SUscoUhkEURLX/4TGQW1u/kkYsIWCYbe30HeMuzitaC8UjNU4zWMdw25MuIzqWygU986S+XEPBCwIhoZvsrfgliGM4rbIr9nHyGyjFXTRxFZinuN0rOhwhYJsPoo2/XZp4ldFowIqK5FtKI4tY6Hl8qq9rzORl9eEIqz3AEnDsUZ9LQET7DrDG3TfZFZuH9TT45hYCTyQxFeVYv3IIxGqU5lspk9OGJpzwjIYBAlpVzPnPeZD95Mjt69OgzzzwzadKkWbNm/ec//2nfvn3VqlU3bdr08MMPP/XUU4sWLTrppJOaNGlCiy5fvnz8+PHTp09/5513zjjjjNq1a+PJLXH/+c9/bt68mbhVqlTxjBupQ8hfCMSDgP2kDJksCpNZBWP4fh9GIOvYpp41d/xK8f822/UbctdSWTxNoDDhCGTxEBl0jGga+aQ693bZT57MXn311RdeeOH666+/8MILcYAOnDR69OjWrVtfffXVhYWFU6ZM6dmzZ1lZ2dixY/v37z9w4MC1a9fOmzfv4osvXrhwIWQ2cuTIHj16vPjii9u3b2cQCY9bvXr18H4gHyEQPwL2k7LoTAaZkWakT6ThM0Np8FnHxm9e1fquUAFa313caVT8JVFIIeBCwIpo7FCcyUNk7CdoOWayD5kluTfjvn37GjRo0LZtW4QthLD9+/dv3LgRShs2bFjz5s0HDBgAFa1cuRKxrGHDhuwY1qJFi6FDhwIf1MVph927d4fA2rRp069fv6VLl3rGdbW9boVAQgjwSRnhrbYwUlzDZOEymSs8dDjnwe5jv3oj/mwlfMnDl6DAdIXRrRBICAH4jNMVjCksS2gcIgOxJZRCcoHp7abD26Xi5NLxW6wkyeyCCy7YvXv3o48++vvf//6TTz5B3kIIKyoqqlWrlqlh48aN8eFi4dH4NGrUCMfOistoILklWHl5OcHC45pY+hUCSSAA06z4ILTpouuTMldSlsnMu+166r5lqYzzhT+v83bLKTgw9L/k1tdEaW6UdJ8gApCZ4TOYDD4zhiEJppFw8Ao6C+2Ak0t8VjVhGCoiQD+HDx9G8YoE9sUXX3z++edHjhxh6cumBjnhz2U98eEpPkS0nqy04ekZ1yblcmzZsqW4uNjlGectWZscbfhwH/tIjkQRoB1NKycaMbXh/7FwG3+kefu3T0YTEJ44ioQaNWp88MEHH374IU/RJXgGc0asufW3tbb+Fp+dxfec2ukrT3YqMLlAafxd+bXG/DnD54/bJ40eE3Bfl/PcKwv4W/x/hUum7Ni+tcYLDx06b0jSo1xMKEwAuj0KNl4B+AzH6aefHmdEZ7BDhw65yhnu4wwfj9uIPfGEdIVJksyw3SgtLb311ltZHvv73//++OOPo0WEqGzqVAna4Dp48KDxhDZwQGN48tR4mqd4hse1SckhBOJHwDLZXcNC+1RFuQyToeuOEsY8Kt77mmGyfU1/VtDhe8bTsNc7G/e989E+w5345y2lxcRQAWIjcOH3jhKofA+UVm3JlKMXXFVw4bHOFjtuUiEgMJaBWOjhXUAg6dq1a1LJ+CVSkmSGavG8886DyahHx44dFyxYwBIacx+UiPXq1cPWkakuMMFby5Yd0wIjUREYTy6MGA0AOLBv9IwbCSGW6CI9kn+eI4DSz/AK5otf69wqChpGwcj3NyjMowQ79mj1N0OO1nfXKh19TI1e8eCH/xXSnJMpwpnJt2bNmlGMTSoi6UcIREbgiv/hWXmjpigbobSatWqle3MZxCDsHvg0haNoZ8+ejX2D+cg6chH9+yTJNTPEstdff536I2/NnTsXgmnZsiXy5rRp0xC25syZg+yFeQgmjiytYal/4MCBGTNmlJSU1K9fH3UtcwFs8WE+4OvQoYNnXP9ippL5EgFDKhQtuiE+Aew6AX0vdlU2jCYMS2UFpSFH+GVsQ8iUR1pIC8dHPokiYFfRoLTMLKFZDoPVzDwv0TL7IXySh3NC5m+++eZzzz3Hd2bwFjb6CGSYLMJY+KxZs2bw4MEwWd26dRHXpk6dilpyx44dBGMicMopp7z//vvPPvssnAe3XXPNNSxghMf1AzoqQ1AQiPOTMqpjmYxJVeytfWCyj8YQ64uzXou+04c1m7RfpBHL2PQHBUOV0z8IGMN9TPYzdiha0E32Mc0vnDhxIp98JdeKLKTDZMhbNjoKRuQtOMxpCID0htU+bGeD4SAu62TmG2rj7xnXGUVuIRAJAQwLeRS/TGatuSIlGPJnA8YVF4Ucre+OJJaFnp54QasYUiKiGe+YRToxtu6EwAkIWOHMimsnPE71jXOqxzuS6uTTmB67cCQpmZlCsSTm+rSZVTTELLOWZgsOseFpb23catWqOT094zoDyC0EPBFwnVLmGQbPhF/Uig0YE2IycjEb8OMw+xSb3xgb8EcqsfzzHgFENDBAPsvM9sTOXYnJN0DrZ8nvAJL3fUwA+AUBlso8TylzlS9RJjv8Sv+iwvcK6vcqaDvZlVQ8ty6to6E0aR3jgU5hXAg4+QxKK6p/cnSNtyt6orcB5TORWaINrfD+QsAafXieUmbLmiiTFWwYXbTzD6HoZ/2loEapTSdRh4vSjO5RlJYojAoPn6FmhMkys/cVfGZ22WfPJq7YS8s+aCGRmQ8aQUVIFgHLZFFOKSPtRJns0Jtjq2z9RahQLJWd9P2Qo3KXKK1y+Cn2MQScJ8jgZSS2NKHDLvvwGR9TY7LOG4QbnzTllZJkRWYpgVGJZAEBy2RYWEQ6pYxiJcxk65cVrh1RVPNgoktlMSEwAplzA36iSEqLiZsCOBFwqRwNvTkDpNANeyGTIZlhvsdmTz7nM5FZCpteSWUOASeTRflIOVEmowIHZ3SpfvKOpJfKokMAdRn2ctqGFBSGbEaiR9RTIWARgM84EQ2r/SNlm8xXaGkV0azJvs9PjRGZ2R4iR2AQiPOTsiSYDKOP6g2Wh4Co3FJZdCjhM0PAUBp/WK8QXiJadND01IkABiBmZ5DMWDkGwiREZObsIXIHA4GETimL63uyinqzVFZ88NGQM0VLZdHRdFGabEOiw6Wn4Qg4VY48Tat85n8+E5mF9xD5+BqBeD4pS0ImQ11T5dNfpGOpLDqaorTo+OhpdAScfEYfRv2YPqt9n/OZyCx6V9FTfyHAUlnMT8qSYDLMnY+s+FH6lspigmh0jNY2ZOW6XVt27JfiMSZuCgAC8Jmx2mcJLd0nVvvZZF9kptchMAhYo48on5QlwWTUH6OPmqdWHOOQzqWy6EBDXYa9WEX7dMcBYyEiPosOmp5aBDJmtW9M9jEGwcQRQ0f2I/SJyb7IzHYGOXyNgGWyKJ+UJcdkLJVVr/VsqPIZWSqLjjLs5bQN0UJadLj01ImAU+WIYUj6rPZhL5aiYTI+QcNt1I/OkmTFLTLLCuzKNDEELJNF+aSM92rx4sWkG7/FB4GztVQWvf7hlGZYDTNO2fFHhy7Pn8JnGbPax2SfL8/8szmIyCzPO38Aqu9kskiflMFknMNEZRJlMo53yeJSWXT0nZRGSGvHD7GZRTVtXhwdwPx8mkmrfZ8oGE1DQ2ZJnjSdnx1Ftc4wAozXRiiJcpBKckyG0QdMdmypDAWjXy/421A4pE4ZoTHOlzF/3FpwcEN+mJD4tR4qV0YRMF+hoXjgj4zNbUZLkI3MRGbZQF15xofAqMdWEzAdTLZ/+tCSzhVGHzAZW+P7/nJKpXA8fEaRDZk5f6G0c0+ryyNneN9XTgVMPQJOPoPSSkZMMotqqc/JNylW6nBO39RCBclBBPikjCGb0XnsdR08q5e0TLb7LyPrdn6/aoM9Kd+A0bOc6fZ0Cm2uvJgH4COhzQVLXt3S20N6iAr5LIdFNA7nlGSWVx07MJVlgE47kyGQlY4ODCKRC+oUwozQZrSRxJDQFhm2fHmCTGb0jTmvchSZ5UufDlA9rdFHGmUymKzjvABhEmdRWTazK2dWG6mVtjjRy9VgTpUjVvvQW07WVGSWk80a4Ep9yWTXp027mKNM5mp1J7HxSEKbC5+8uoXPsNrf/8okVI477urMbe6pHEVmedWl/V5Zy2Qs9lgJw1noFKyTkVwuymROlDzdTm6zQpvRQ8o80hOxHPPEAIS/HFY5isxyrMcGuDpOJnOuA9kqVYbJap62JWTxwZWXTGYxNA5LbAZnkMdfK20ulHLy1qlypIK5JJ+JzHKyxwavUsgKRkqIZIhfSSY79kkZTBYEQ/wMt59z6iChLcPgZz47J5/lktW+TPMz35eUowcCl9z6Gr4xmYyN4Hr37u0R38vLaFSQycRkXvDE5ecS2pxxzDdtsvt3YhIsdy5Z7cs0P1h9L2dLyydl1I1h0Ski2NpamUxMZjHJmMPZIp5Cm5GnDbGZRvRc7MxYgZVR/AjkmNW+JLP4m14h04JA9I+jxWRpAT0ViUYR2khe9JYKjDORhlFgkBPmITV6jQzoRiGSzDLRV5RHFAQYEM3OTJE+KVu9OiS0SSaLgmG2HnkKbdaKxGUhSSFFb9lqqej5soRmrfYx3Oc2oFYhyRuAvPXWW88///y2bds6dep05ZVXckrbpk2bJk+ezG+DBg2GDBnSrl07QFy+fPnUqVN3795dWlo6fPjwJk2a4Dl9+vQFCxYcOXKkY8eOw4YNq1atmmfc6G2gp0FHACYzSipOKfOsC3vhI5lViskCsvWiZ/UD5GnNI22ZrU4yEr2J2yxWWXfkhtV+lf79+5933nmJorlu3brx48d/85vfvPTSS+fPnw+ldejQYfTo0a1bt7766qsLCwunTJnSs2fPWIBrEAAANudJREFUsrKysWPHksXAgQPXrl07b968iy++eOHChZDZyJEje/To8eKLL27fvp2TO8LjVq9ePdFSKXyAELBMhtFH367NwkueGiYrHR2esnwygMBJDWtAV/xd2rUpMpwR4wznMT5wmrY5UJujbf61dCtzGv6gvS079sOCOrYtAw0UnoVRMLJFCH88DZa+MfkjYBhounXr1r17d6Sr2267bc+ePRs3buQgbcSsWrVqDRgwYO7cuStXrkQga9iwoTE/Gzp06J133gl1LVmyhIgQGHj169fv2WefhdXC4+IZDrd8cgMBJ5M5tVW2dmIyC0XOOFwNHVN0o+KS3jLc+kbliJWjWUgL1l77SaoZP/nkE9SGP/nJTyCh5s2b33DDDQhhRUVFMJlBv3HjxvhAZpxGanwaNWqEY2fFZZiMW4KVl5d7xjWx9Jt7CDCKGe1iJEN8MVnuNXp4jaSZDMfEDz4IZA3vWW7IDFYL0BJakmQGh3FK/TXXXANX/bHiQt9YpUoV2xgQ2xcVl/XEh6f4HT582HpWrRoqAOKd9eHWxLVJuRzr1693BnY9jXlLAVzRw31iJqIAkRCIB8xRj31M9P7nl/Q6uwCB3pUUFh9MbkpKSs4444zwp67A5rb6m08Vv/GE/Z6srN7Nu4p+QNKegY1nPOWMEl2PnAikCswGxQV0Ca5eZ3MkW+hUtumLykxG736y//1Nh8KNStq2rNG2VQ3CnNWy+pnNq5nAkX5TVc5I6afKn3KSlGuYSlXi8abT5hvFZWW8WbDarl27DnT6jmfEcEjDfTwjRvKsWbOmsauIFCCKf5JkVlxc3KVLl65du5L04MGDH330URcDHTp0CKLiOnjwoMkeDsNBC+HJU+NpnuJp2s94mrjG7fqF9jAHcHnGf0t2GJs4w1cSemdScscD5p1//gCgvnvRSUMuPjkcsVdffRUmQ16PX8l8+NU/H3Yw2aHmd1Rr8YvG4Uk7fPbt22dVCA5vOZNBIJ5GTybdijjX9D+hJVev37Nq/W6evL1hr3FAcvw50z/n1JL2pbXxwdHh1Dr2UVrLaXOpvIMlmzp1QsXOfi/te+Ph2rV5v5gpVv/s3ao9flB0SqfwCjJcQwdO/8pAbWjCmVr87iTJjOEGCjXZGEsNLBhhGpSI9erVO3r0KGtjrJbBW8uWLTPBtmzZggNPrs2bKw75LSjAgRmkZ1zPOkCZlRmGKhPXszzyTAgBPiljDGIh5Op+bcIjol3EkihR28XQy9Zgz7E9PlrfXVw6+oQXKzybggJ1Ay9UAuB3fvta57c/tmxhihu+8EYHMzz35LzQgHPiqluJ/ytpO6d1ZLPMl95w6IwLzV77Bx+/0ecqxyTJrHPnzs8880zfvn1hplmzZrVs2bJVq1bw87Rp0zD0eOWVV6Drtm3boo3EvmPRokWEnzFjBrqj+vXrs2BG3Msuuwwamz17NmaQRA+Pm80mVN5pQCD6J2VJr5PBZCWd3w+VFyv80tFpKLiS9C8C4QtvdDNTXPNJQLhmEnojwLmnhdSYXOaWdMytfl0IBMhqP8kdQJC9WCkzUhd8dtNNN5188skrVqyYMGEC8hlwoHvs06cPDjgMtsMBXRHszDPPRJAcN27ce++9hydLbqNGjUKY84xLAF25gYA1X+STsvCBQ0yWG63sw1qEi25RChnOc+F9NUr03H7k3CjEh8d7sgNIkmRmmg1aOnDgAAKWbUVIDk1j3bp1jbmHDYaIBmPZYDj279+PajVmXGcUuQOKgGUyT/NFMVlAmzWgxYbeKLnZdwYHApzzNlKlrLqSAHkrzLE/CPaNBiK/qRwrS2aRGl7+QsAiEA+TERjttI0S3WFmiNIuRkdJT5NAIJznLOdFSi1cmCNkbstzVkTzFZ9pb8ZIXVT+qUGA0SHKJ2VGJiOnRE91EZOlpnmUyokIGBLypCKrriSGU5gzbGc5z/R2k2o4z3mmfGIRAnAHh1FKQ2ls6uifjUKSNAAJAOQqog8QGPVYaJvgKNpFnsJkcX5uYaeExyw+OGZTFh8+aOV8KAI85ElF4cIcaDgZLhLPBdoCxfCZ2fhKZJYP/T/f62hOKfNkslWrVrGDMAAlwWR1je0iTMax0bqEQFYRMAwXJ89ZYsNh3U5hjqrYxTnX7l9ZraVH5obPPB5kz0uSWfawz+mc7Sll4e8kTMZF7ZNjsqoN9hSIyXK68+RG5aLznCUzp9KSilueg+SYCOIT/gblBj4pr4XILOWQKsECjD7Muxp+SlkSTGYPd0cmE5Ope+UAAvBcTGEOMjNCm1gtzhYXmcUJlILFi4A1Xww/pUxMFi+ICpeXCDiFOQQyXiVgEKvF2RdEZnECpWBxIWCZDA2Ja+6ZAiajCFoni6sdFCgXEDAKRrFanG0pMosTKAWLjYCTyVyK/kox2cUtqha+GcpeTBa7ERQiBxFwsprZpksayPBmFpmFYyKfZBBIB5Nh9csOwlULnw8VCCbD7kOXEMhjBOwckddNrObqCCIzFyC6TQaBNDFZyUXNCz76Q6hAYrJkmkVxchYBsVp404rMwjGRT2IIpJPJxoSKIiZLrEEUOo8QiM5qfLXmWrrOYWhEZjncuJmompgsEygrDyEQCwHDambbLbuiZhwha6w8YDWRWaw+oueRERCTRcZGT4RAFhBADuMPYstDVhOZZaHD5UaW8TAZB7HGs++iPVoCi4+KdbIK7SKHbcriIzf6imqRcQRisprVT2a8aOnKUGSWLmRzO904mQwyi4lDRCYrHR0zrgIIASEQHQHLaryzhHRqIM0+kDnDaiKz6D1BTz0QEJN5gCIvIeBvBAxp8WtZzewDCb3lBquJzPzdAf1XOjGZ/9pEJRICCSCQq6wmMkugEyhoFCZznrRZqXUyaRfVz4RARhCIwmpB3LBfZJaRXpMTmaSDyUInr5+6ueCj4xYfYrKc6CqqRLAQCGc1u7QWIFYTmQWr12WttJGYjDM2kckoFtJYhw4dEpLJxGRZa05lLAS8EAg0q4nMvJpUficiEA+TcdLmiZG876ztYojJOp1VsOJHoXBY4Usm8wZMvkIgCwgEkdWq9O/f/7zzzssCWsoyIAhEYjI2wl+8eDGVwP7+wgsvjKc2YUx2USiWmCwe7BRGCGQDgdDWIaeHvsIm88LCwk93HFj54S7+jB6SR9kolEeeb7zxhiQzD1zkZRGIwmSQGcFgMi4bPopDTBYFHD0SAj5HwPAZhWRMcG7Yb/2zXn6RWdabwL8FSCGTlc+byB9VPa5dlEzm33ZXyYRAFAQse7FjFl9kRwmZ4UdFGc5P2QUFATFZUFpK5RQCWUHAV0wGApWVzObNm/fyyy/fe++9pLVp06bJkyfz26BBgyFDhrRr1w7P5cuXT506dffu3aWlpcOHD2/SpAme06dPX7BgwZEjRzp27Dhs2LBq1ap5xiWkrqwgEInJEv2YjMKfIJNd9MOC+YWhGrHpoiw+stK0ylQI5CgClZLMMMt++umny8vLAefo0aNjx46Fq+64446uXbuOGzdu165dBJg4cWKfPn1uv/324uLi8ePHE3LhwoWzZ88eMWLEjTfeuGbNGqjOM26OAh6AankymTHB55cKYLgYjwk+Id1MtqJCuwiTcUSZLiEgBIRA6hBInsyQqx577DFrkL1x48a9e/ciZjVv3nzAgAHVq1dfuXIlYlnDhg0J06JFi6FDh27dunX79u1Llizp3r07VgNt2rTp16/f0qVLPeOmro5KKQEEojMZHEY7Js9kZa+EZDIxWQINoqBCQAjEhUDyZDZz5sxWrVrxnazJp6ysrKioqFatWua2cePG+HA1bdrU+DRq1AjHzorLKBu5JRiCHcHC45pY+s0kAlGYjGLAYXbuErNUHjKZmCwmagogBIRAsggkSWbIUqyWMUm3+SKoValSxd5CTl9UXNYTH57id/jwYetZtWpo0c4zrk1Kjswg4Mlk2N+bDT6QpMVkmWkI5SIE8haBQ4cOJV33JA1AUDB269Zt8+bNH3/88cGDBz/88EP4CaKy5aBMEBUXT40nHIaDYHjaEpunnnFtUi7He++95/LRbeURmPXGvheW7SWdW/rXP6P5fgMyVjlceKI6Rm8cJ/K1Vv6DP2LtO/fKbS0uarXogpoH/11e7fyPa04sUNtVvqmUghDIXQRQ4BkdXhJVTJLM9uzZgx0HFwSGXPXQQw/ddtttOFAi1qtXD4MO1sZYLYO3li1bZoq1ZcsWHHhywYLGE0ft2rWxfgyPG6kyZ555ZqRH8k8OAWSyF5Z9Rtyx13ew5rbIZIbJQh9Fx/dZNCmEtIsVTMb3ZA2xXcTi4+C/8a/ZbYmaLbnWUSwhkD8IWDkniSonqWZ85Ph18803l5SUcNeyZUvsFadNm4awNWfOHMrUtm3b9u3bY5S/aNGiAwcOzJgxg5D169dnZMTog4ES5sOskVU3z7hJVEZRkkDAahddTJbcBh+QGWUIfRkNk20YXcA6GZcsPkIo6BICQiAGApBIjBCRHycpmYUnyLZd11577YQJE6Aung4ePBh5i+vyyy/n4zMuSnnTTTfxqFevXitWrBgzZgxuzEMGDRrkGTc8C/mkHAFPJqvMx2TFp3ap0WskvyEmMwe7wGRYMOoSAkJACKQTgUK+Axs5cmSqskDBiLxVt25dY+5hkmW1DKt91I/OXPbv34+KEh2j9fSMa5/KkXIEwpmMz8hWr17NL4aL8Z/nsv+VSey7SPGOCWS4xGQpby0lKASEQGQEJk2alDLJzOSCjIUi0ZUjK2cuJiNAjRo1XME847rC6DZVCHgymT2ZLE7DRWt//6VARvnEZKlqJKUjBIRA3AikmMzizlcBs4lA5ZkMUcxDIKNOWHzYdTJpF7PZyMpbCOQXAiKz/GpvahvOZNh6JGTuYQUyUisZMSm0QsYFh5ndqnBzRJmYLASKLiEgBDKEgMgsQ0D7JJvKM9nuv4w0K2RwGEwWqhc0hq2HEcjgMDGZTxpbxRAC+YSAyCyPWruSTGZP1wSyLwWyDcetFvHVmdF51JtUVSHgLwREZv5qj/SVJpzJEjLBjy2Q6WOy9DWeUhYCQiAWAiKzWAjlxPPKMJlTIPMwvgcffUmWE51ElRACgUZAZBbo5our8C4mS+hjMmvr8aXxvWuFTAJZXI2gQEJACKQXAZFZevHNeurhTBbnx2Texvcbjq+QydAj602rAggBIeBAQGTmACPnnC4msyb4MU8miyGQydAj57qKKiQEgo6AyCzoLRix/JGYrGIT/HMiRZNAFgkZ+QsBIeBnBERmfm6d5MuWHJNJIEseccUUAkIgqwiIzLIKf3oyT4LJvAUyuzeVVsjS01JKVQgIgVQhIDJLFZJ+ScfFZPF8TOYtkDn3piod7ZfqqRxCQAgIAS8ERGZeqATWL1Em8xDIzBaL2psqsH1ABRcC+YmAyCx32t3JZCfV2f/SS8uin0xmBTIgOLY91Ybjlvd46VPo3OkaqokQyH0ERGY50sZhTPYSFYtigu/ensolkOlT6BzpF6qGEMgXBERmudDSo36/esUHO6nJ2Os7FO3b+NKSVbgjmeCjWoTJTLXdApkMPXKhO6gOQiAfERCZBb7VXUwW/WSyaAKZPoUOfF9QBYRA/iIgMgt228fPZE6B7Nh+wRuOr5BJIAt2L1DphYAQKBCZBbgTxM9k1tbj2H7BDfaEToU2JosSyALcBVR0ISAEjiEgMgtqV3Ay2bYNIcNFatK7d2+MPpxV8jC+h8Y2vhIKI4HMiZTcQkAIBBkBkVkgWy9OJvMQyOYXHquwBLJAtrwKLQSEgDcCIjNvXPzsa5nsp4OavL3kBYoaboLvFsg6nVXw0U8lkPm5WVU2ISAEKoOAyKwy6GUhrpPJ0C5SgnAmcwtkhc8XrPjRsbJKIMtCoylLISAE0o6AyCztEKcwA8tk3/9agWEy18dk3gKZ9qZKYRsoKSEgBHyJgMjMl80SVqgVH+6c8q+PzZfRMFnhvo8I4mKyaAKZ9qYKg1QeQkAI5BICSZLZF1988cwzzyxevPjIkSOdO3ceOnRo1apVN23aNHnyZH4bNGgwZMiQdu3agdTy5cunTp26e/fu0tLS4cOHN2nSBM/p06cvWLCAuB07dhw2bFi1atU84+YS0EnXxUljHU+v1+nkneFMFkMg095USaOviEJACAQEgaLkyjlz5kyY7Lrrrvvxj3+8cuXKadOmHT16dOzYsXDVHXfc0bVr13Hjxu3atQt78YkTJ/bp0+f2228vLi4eP3482S1cuHD27NkjRoy48cYb16xZA9V5xk2uYDkTCw5DqXjJra+NeuzYVlUw2fAeR8OZDIHM7OvBN2RsT1Xz1M3HviHD8h4aE5PlTJ9QRYSAEIiMQJKS2erVq/v27XvGGWeQcpcuXdatW7dx48a9e/ciZtWqVWvAgAFz586F5BDIGjZsyMdPBEN6u/POO7dv375kyZLu3bujIsOzX79+zz77bI8ePcLj4hm52Ln8xCmKUU847KpLW7ELPpivWnXCx2ROgSzEZAOHhkwW9Sl0LvcO1U0ICAFvBJIks1GjRqFXJElUhStWrDj33HPLysqKiopgMpNP48aN8YHMmjZtanwaNWqEY2fFZZiMW4KVl5d7xjWx8ucXDmNJbOW6XWZhjIo7aGzZ2xXfRGO42KFDB/NZNEx2wn7BIZPFi0Jw6VPo/Ok0qqkQEALHEUiSzGrUqEEKe/bsefTRRxGqLr/8coSzKlWqHE+2AGJjXY3LeuLDU3wOHz5sPS0jWh/CmLg2KacD7ty/f7/TJyH3wYMHWZ9zRnGW0OmfSffq9XuenLdl1frdJtNzTi357kUndTi1zrvvvvvph0ve3rbN+EP83bp1w71v376Dj994ZOObuItO6VSj/7erbLq1YNcCbg81v+NQi1+Ewu/bF/rN7OUHMOOpMQDaWVc84RUmCgJBafSglJNBtU6dOgAelF566NAhlpCcPaQyUMMOdevWdaYWvztJMiOD995775FHHkHeGj16dL169WAj6mAzpoYQFRf8YTwpJQ6C4clT42meesa1STkd8NzWrVsNLzr9A+p+9+P90xeXvb/pGBptW9b4Zrd6TWvt+2jdkg9WHOO2+vXrt27duqSkhDpu27ataNOqWrN+aep76LwhdZv+o8a7f+b2QM1uuxr8T3n1CwgUUDQyWWxGikxmp7yEQPwIMF83fOD/XhrOW+E+8VeckDVr1kwovDNwkmS2YcOGBx988Iorrujfv39hYWiHJCwYEZtQIkJsGHSwNsZqGby1bFnow16uLVu28Isn1+bNmyv8CnDUrl3bM64JEP6LVWS4Z7B8wlfFzj2t7vf6noK9DAtjq9eFFsa4nEpF43OC8f1Xzize9dMCM1VofXf10tEhO1FdQkAICIG8RCBJMnvqqacuuOACbECsaNWyZUuETcwaMfR45ZVXkL3atm2LBhL7jkWLFmG+P2PGDMQL5AwWzDDrv+yyy6AxzBpZBPKMm5PNEU5jxrgDcfPxxx+3VXbRGMtjPNr/yiTjqNm5bc1T3y8o+0MovFbILGpyCAEhkMcIJENmCF5IZiySYZdooGvfvv1NN9107bXXTpgwAerCc/DgwchbXCyn8fEZF1RHGB716tULm5ExY8bgxjxk0KBByHbhcU3KufEbzmGIYth3VNgoHjPuoKbROYwAmCxieV+18ImCsgpg9Cl0bvQP1UIICIFKI1DId2AjR46sdDrHEoDn0DSygudc1mK1DBEN9aMzF6MXRjiznp5x7dOAOsJpDFGsY5t6RqNozm2hauE0ZuUwU/HQOWToFYteOGZ5b74hCygoKrYQEAJCIKUITJo0KRnJLEoZkLFQJLoCsHLmYjICGHtIZ0jPuM4AAXK7OIySO+3sH1/y5aoYsikXZEYY53djprLHOOzULgUfjZFeMUAdQEUVAkIgwwikmMwyXHofZueiMcNhx0Uxb41ixRdjvzTrYaZGX8phBRVrYyuOV1R73h9HQv+FgBAQAk4ERGZONJJ3uziMhJw09tJLx06Cxt9qFD04rMGeGr1GVugS/1Cwy1EYWXk4wJBTCAgBIRCOgMgsHJPEfFw05uSw1auXuTSKWHKGdImzfrmjwkDR5FTcYE/IrANdYtmbBVjbmwsCq9czZKzIny4hIASEgBCIioDILCo8kR+6OIyAThoLF8Ua7vt4/ysP75h67Ks7CIwoIQ6rcITyMXsqSggLYaFLCAgBIZAYAiKzxPAitIvGLIfxCOtEF421rXOg7jtPHZr/U7OfBxwGexXX3/0lhxHNyF6sh0kIS7g1FEEICAEhEEJAZBZvP4DDPDcCNsYdXhw2vWBjyECRvaqOKRKtEGbyNEIYbnFYvI2gcEJACAgBbwREZt64OH3jF8XQJZ6+7fVmB5qFTBMrqKtuZ4cikUQlhDmRlVsICAEhkCIERGbRgIxCY6tWrWIPKvvVs6ExfkNCWIOXazYocCsS0SJySQiLhreeCQEhIASSREBk5gFcFA5zrYodE8WqryGVmm0lhHmAKS8hIASEQAYQEJmdAHJ0GmNHe6codvYX/2rR7N8FjSWEnYChboSAEBACmUdAZBbCPJzDzEbAxrhj1aqNKBVN2zSrvgZpDA5rWiGNfdlgxppDWsQvEZFLCAgBIZA5BERmBaN+vxozRQN5JDt7OOyckmcIcwKHQV36rjlzfVU5CQEhIAQiIiAyKzBM5qIxo1GEw/o0fuYEAgNJI4QZR0Rg9UAICAEhIAQyh4DIrGDOg90N3sa4g504YK9zqr3Tu0XIrOPYZfSH+q75OB76LwSEgBDwFQIis1BzQGNb35/abN9jvVkJa+xoIAlhDjDkFAJCQAj4FgGRGeYfFzUreyV0nlj1imaSEObb3qqCCQEhIAQiICAyO3GHX2AyZBYBL3kLASEgBISADxEQmRUU9DzK7lOch+nD5lGRhIAQEAJCIB4EiuIJlPNhxGQ538SqoBAQArmNgMgst9tXtRMCQkAI5AUCIrO8aGZVUggIASGQ2wiIzHK7fVU7ISAEhEBeICAyy4tmViWFgBAQArmNgMgst9tXtRMCQkAI5AUCIrO8aGZVUggIASGQ2wiIzHK7fVU7ISAEhEBeIOCXj6Y3bdo0efJkfhs0aDBkyJB27drlBfyqpBAQAkJACKQCAV9IZkePHh07dmyTJk3uuOOOrl27jhs3bteuXamondIQAkJACAiBvEDAF2S2cePGvXv3Dhs2rHnz5gMGDKhevfrKlSvzAn5VUggIASEgBFKBgC/IrKysrKioqFatWqZGjRs3xicVtVMaQkAICAEhkBcI+GLN7MiRI1WqVLF4Q2xffPGFvXU5ENqKi4tdnnHekqwzI2IdOnSI1CgAmcaZSBaD+bycwFtYWOh/JMvLy5H+/V9O09NQwoNqFntd9KzD36no4bP1NCidc9++fUzrDx48WK1atWxhFX++4eUM94k/NRPy7LPPTjSKCe+LERyCoavZCkAwVatmjmWRAg8cOGBz961j69atjGu+LZ4pGHT72Wef+byQFG///v07d+70fzl37NjB6+D/cnK8rf8LCZLbtm3zfzkDNCLxvvsHz8xxRpQ6Y8EIKAwu9erVY7zevn17w4YNI4U/99xzIz1Kzn/t2rV169Y9+eSTk4uesVjAcsYZZyBSZCzHJDJi7XPVqlVJz62SyDG5KB9//DFTyDZt2iQXPWOx3njjjVNOOYUXJGM5JpER7ywzLf83Om/QRx995P9yvv/++whnLVq0SKItMhkF0m3btm3NmjUzmWmUvHwhmbVs2RJd37Rp0xhf5syZwwQKjKIUWo+EgBAQAkJACDgR8IVkxpLAtddeO2HChEWLFlG4wYMHZ3IqCoM6EZG7kgj4SvMQpS6B0C0fPnw4ShX888j/CnD/YBWzJPRMaw0XM3AWA/jtTS+cOHHiyJEjs4iIzZr3AU0jGr/Mr8xXftHS1iKtDv8vtiNVJ22ek1boXIkzXvhcYWsLDJ9lcgnZ5pt7jqB0TpAPSv/0T+ecNGmSLyQz89ogn9WvXz8rr1AgDIdAxmWKmRWsomcaCCajCkFhMooqJove5eJ/GpTOGaD+6avO6Ys1s/i7o0IKASEgBISAEAhHQGQWjol8hIAQEAJCIGAIiMwC1mAqrhAQAkJACIQj4KM1s/DCpduH7Yz/7//+77333qtRo8Y3vvGNiy66KN05ViZ91oTvvvvuK6+8skuXLpVJJ31xlyxZwvcVe/bsadWq1fe///1mzZqlL6/kUl6zZs0TTzxxzz33mOhbtmzhdv369aeffvrAgQMpdnLJpjDWvHnz/vnPf7INBN8UgiFfXmL188wzzyxevBjjsc6dOw8dOtQPCxVvvfXW888/zzfInTp1ok/Wrl3bgvDYY49RbLZatT5ZcUyfPp2tXjiCg9w9MeSbSE7qoEvw+l988cWXX355hsv5+uuvz5w5c/fu3Xzv+L3vfa9Ro0YcG/L73//eFuP666/n+1de/L///e+rV6/m69vLLrss868/7wu2M6ZUjJNf/epXjduJMD7h1bEVyYwjryWz8ePHsxPEz372M97GJ5988u23384M6Mnl8re//e3zzz+3vSq5RNIXi89m//znP19xxRW33XYbtjyMaOnLK4mUmbIwItDi8ISJzhhx3333QWCjRo0qKSnBGiqJZFMbhUI+/fTT0NVPfvITeIKZFukz3sFk11133Y9//GP2cmO6kNpMk0ht3bp1WEEz+bvllls2bNjw3HPP2UT4umbFihW8VtYn847XXnuN4jEngMxM7p4YTpkyhc+o6a7f+c53ZsyYAVtksqjs1fDXv/6VKdTPf/5zpimPPPIIuTOvwpYbYjOX2TuCR7z4N910U48ePf70pz9BfpksJ1n/5z//OV6i75nDucIR9qxOJstJXvkrmTFZYxuIO++8k0+2uZhm0pPat2+f4QaIMzsGiM2bN/t5UwAzfp1//vkYCtLjX3311TirlplgGIIiKSLZ8NaZHNlcg695mMcwlPCumt3CsrsLIpJiz549v/KVr1BCft955x0cDLJ9+/ZFUMPNrBwiMeXP4u9LL73UrVu37t27Ax1kgCxuCsPAN3Xq1AsvvBD/LBYP42RkHRrUlsETQyP+MptB+oFCLPPZWGl1IBGeddZZvC/kcskllzz66KM4OD+EDUow6uYl4iMlfNjPjCnOgw8+SF8tLS3lzcqw6TVF4sXhYvLHFvDmBQlH2LM6aQUwPPH8JTNGN7qIUY8wQWNzOT9omcJbCB8GCyZxjBp+kB48S4gn6J166qnIOowjTM+zrmVylZNScS1btsyS2SeffMLLiQqFiSfd4Jprrsn6lmZf//rXKTazlqVLl86dO/cHP/gBtwiORq8IQzCnSfl2bi6g4rkFOgZWxEc0dRzbdMMNNxCL70TZ94AdD9CVZffUC85EpDwUw35y7okhKruHH36YSS2zWPjjnHPOiafuqQqDDsNS/vLly5s2bUrK7LbFhaoZNw2NmpFasF8UynC6Lozbv3//DKtDITN2W/3pT39KkXhfcIBVOMKe1UkVVnGmk9dqxjp16jDR4M389a9/zcvph2HCs9nQLfTu3ZvJkedTn3gyz+Uy29/xluLwScEiFYMpApvgdejQgZVIpsPoRZl7RgqcSX86pDnPD6ogX1Z0IDNK+8ADD+CT4bHMs+IUA80ny1Gcpgth/PGPfyQY4hqjLRKbZ5TsenpiiCKXjkofoK9CaRneeJqP3hC/KMBTTz3F5A/dMhABIKwAxd588830AbR5tDsiI6rFu+66a9CgQahDMyyas67RsWPH3/3ud/feey8vCKX1bErP6niGTJ9n/kpmBlPmvyhGLrjggquuuiq7KqZIbcyMjPeNddcPP/wQtmDajjInk9t9RSqYyx+tHfPx3/72t+hDsA5gHRsCZrrgCuafWxgCgexb3/oWRULNyJoEamcsQbJeQqa9XFjTsAbJMgnlRNHEwgkGAqNHj8a2IuslZORC4UkhKQmiGCoy+ID36Oqrr6aXQhIMwYgUCG1ZL6otQDiG//jHPzgKGPKAjxmpZ8+eTTew4TPg4EX+3//9X35vvfXWM888kxxZvzf5ok5kbo0WweicR4wYwSvPKsP8+fNRmZ522mkZKJ7JwrwguHlZ+vXrx3JMpKzDqxMpZJr885rMmEtiJ4Ysz9QjTfhWPlkj4mC5QFLMktiImQkdb2DlU05tCjBBkyZNYDKSRdzhF82tn8mM0oKkAcHsDWG1UqlFJv7UMFtgyPjv//5vopi9tiEGFiPRh9PiqJh8Mt9C3WT3SjcYItaAobFYMTZKWFShh4y/7mkNiZWKC0NQRc5A80y+TBdYLM+wxEMBYFCORLj99tsRHCkG8i7DEdYoBlKkNDokUPPIdlQcGe6lmCyed955ZgnGFMmzpcKr4xksrZ75q2akTzA1QyBj1KBbc1kVdloRTzRxFv+ZlZsLQxUmjz5kMiqFnhb9GOvArJ3AuPhkfQkqOtTMeVldNwq9F198kReVKkSPku6nTL1R3yHcgCHGeBSJpRQUO2gO6AbsIEovzfBY5lll7GgoJ0spaOdmzZpFt0RWON5JH7n00kuxa/APk1GFcAzhD+YNSGMIkTAx1WHF17OyafJkJo0ZxY9+9CMmKDQrjctEEH0jog+tzzouPZNlPNgOAsNeFM8PPviAKaOxJ0xTqcKTpTdiBkwJ4VrgimQiF16d8KTS7ZO/khkjL+yFYQWXQfnb3/42mrF0I56r6fP1CUyG2oQKMgpjvGCkNF/V1ynZwLW0ODY1SBJIFZzbYCbIWSwwNIA2DFUtZWAIwxafAiNVIDSgdTQFYzRBI5rFQpJ1r169GFixBMaN+XjWyxMdDWjAE0OIhIVSVHxEh4y/+c1vRk8ntU95WdDLsTZmkqUHMhugSH/4wx/+9a9/4fm1r32NBUg6AGFQ5BqrEOweM3w8FtP9hx56yDQxfP/d737XEwfP6niGTJ+nj3bNT18llXLGEEBuYKrLuo6TNjKWexIZMdKxum7MoJOIno4ozIK5fFUkz2rS1pQT+cbzaVA82TmBeQOXTwpMh/Q8PIReCtRME7NSTnJHjvQPSuEgMCvNX8ksHA75VB4Blh+ydfRBcoWHdP1GGxVDq1/G1iio0tZcUQIE4pHfWp8O6fkG8V1/FvHMbu5xVjw7PB9n4RRMCAgBISAEhEA8CIjM4kFJYYSAEBACQsDXCIjMfN08KpwQEAJCQAjEg4DILB6UFEYICAEhIAR8jYDIzNfNo8IJASEgBIRAPAiIzOJBSWGEgBAQAkLA1wiIzHzdPCqcEBACQkAIxIOAyCwelBRGCAgBISAEfI2AyMzXzaPCCQEhIASEQDwIiMziQUlhhIAQEAJCwNcIiMyy2TzsC8f5ZGxw5yoE+7OxJTmnl7n88/yWYyY4JYtt4sJxAEm2bQ33zzEf6s7BOqndOJ/UtmzZAnr0OhdcbIpPduZIF9ejXLplw3EQoAvlUqXysC6B31rND23GoZS33XYbRxFyZrEtD4dqsgE2W1+b46msv3EQhb2oeYXMLduQc24vbgYUjnvgRBJzHg079rKRtjmLjzPp8eT0NVdS5pZRnvMw7SOCOU9goWAmQROAndcj7X5tU0irg/NBOFFi3LhxdqN6hhJOZGcL9vvvvz88awoPmJwuz0aruNm9+5ZbbjFxV6xY8Ze//IXTeInF1uNshP/1r38d98KFCzku0pwDF54gOHN21KuvvkpqnILI1uCuTVQ5xmnBggU85ay7YcOGsctqeCKZ9Hn33XfZShXQTKYc78CpmMnt5rx06VK22jObr3OoBzUlTWqKJxu0m5OrmDdwfvSqVatMdgBOj2IbQ85X+8UvfnHPPfdEOvec3f2nTZvGZtOk8/3vf98VjBakUaBkTtsZPnw4R8plEsPwvODpyZMn86qaRxwexutmEAgPHN2HKrPbvTnKklf1zTffNOFBlcOGBg4cyDbBBj2bDp25Z8+erjeRJqZIbEJP97744otdB4szweXQuHfeeYen9AEOBrKpySEyS0EfMFNa6ARxyr6fDKZRkmb85XhDRnPGX95wBg6OmuUQPA5e4mglzv7g1CIGaA4G+3//7//98pe/5MgocjEZeSa7fv163g1LnLCCMxgn/jFa4cMg9ac//ck1xDhDZtL973//2xAPmXKSU5SsweHtt9/+1a9+Bbwc6QQmTz/9NEe7ceYTp3hAYJzITPVBkoEAeeKiiy6KghUZQWOvvPLKDTfcUKVKFc7XYEAHIlsA2o5RnuGbU2w4MJPxFz6zTzPv4Ewppj7/9V//Rb0YxRjpKDOjJOePJ1EYOhgTL8gMJJ999tkbb7yRw1SRzEgTMJlMAB2/bCLMHIiQDMF/+9vfOOTaPIqS49atWzkdm04IVz3xxBOkNmbMGBseIQ8waSyy5ihB5hmcTmmfZsXBC8gW9Zxlw/sFT/D20bV+97vfJTF3gaHpM4bMAJA6cjw0XZEJKyDTdblMnxw1ahTdmPeRZuXFZ7Z09tln2+pPmTKF83iZHBORp5xnZo66NQF4ylFnHFtDGMA86aST/HywsK1UZhwis5ThzMmKDIKmNzO9Yiptjo1njsary3vLaEtm9GnGIAYI3h8jW3D8PJpGxibeK04tGjlypOm+TOUYv+jxHNrLCxC9oBs3buSVYL9tJIzwjcDtgX6ct9u9e3fGxOipZeApcCH6WDLDjQ/8jYjGxB/BC3woBnVH/kAVxviCnIoPE2dIyCgVGWSpjj2FjkMsOW8TnmPCG70KjFycQ2+kE0YEON4ZHvGCZDkaEU+Oimcwyi6ZQQyMWZa6aGjEGhTUFI+yMSviwDMzAjJth9HpSxxLjVaAAAj6SAyIINQX3BD6mddzMfG68MILCWCmXzyl4yG0MeAiqTCSPvDAA6YjIa8wu/qf//mfl19+uUuXLkSJdBkYOZmTTkiXY8bgDEnBmGOZxho6dCgUQpkbNWrkDJNJ99q1a99//30rZfK6IaBTfZChYLzLrVu3Brrf/OY3zHtwQD9UjZ5Ah0QfAK9AYNQUnQqUA1wUnvcUkHHQXc3m91SQdKCfN954w5z/CarmkVEGmFmmrTg984wzzqCTo1lhxDAqB/v0rbfeoplIkAuBj3mJyMyCIzKzUFTWwdgxc+ZMQ2Z0MrqjGXzPOussqIs3hzGIWRXTYcZQ9IowHBobpDEGTYZO3hCGGArh6p2c6jtjxoyYhfuo4jIn+KE3Q6oI10Eh3HCm4nXXXRcztQwEYCRF0Qf3MMAh1OIYMGAAlMarjjwEnUBmjCwMiBybyejMI0YKBlPgQk3KYMG0F/oHH2dpecMRs0jN6RnuhvY4yhlZhPGCY1pdXEWyhsmIyFDuGlDCU0u3D92mT58+zlyYAJlbiorYSmeD6jgRmDkN4yY1guaZHBDmhRdeoHaISsisuC+77DJSo1IcBAqLM4IjctFhmD/R8cwh5nQlHjmnROgP6Mb4RyczisF4fd9997Vp0wZR24UqqnUOzjbFNhxG4bNIZpzYSb9yaimo5tVXX00JAXD16tXMI5kTwFucpo0/T9H00l3BEEUiJ2cyKeSNQ56jyoRkFgUdWt2MqSm/derUAXA6uSGz1157jakDakkmDQCCSsaGxEHiDz/8MH0bXQucZ/shj5jywnwkZcKTESV0xs1zt8jM3QFWfLhz1GOr3b4FBXMe7B7u6fSh2zE60714kxl56ehmyYGhmcEXeoPM6L4MCowgnBjLmz9//nxCop2A9hiD6N8k6Dojinl3uIWIM1/jZlBmJGKEgq5QnvDCoHlzBTMiC+Vx+VfydsddJ9CJSa1kxKTiU6PN4gEBKCgnowCzYNCzuh3kKjAZNGgQdSE1HlE7ZtBIBowsROGW+enpp5/OU1d1zK1BMkq9GFiR9hgvmB0zcCDn0Rw2PI9QP5pbV3PYMEk7OGAehZsrOnXkcnmaWwrDEMawa25/+MMfGgcgmFVSesjPf/5z5i5opSB+BjsuxCDmAfQHlLFMlZAhGFL5ZUbPcAxXmYVY9AQMxwgNkB8X4YGdYC5UyZH2ijlFQKrgIhigUWbkG1NU8wvOFlUKjyc+zgCVcpe9UrDCS9/Q023VYnOh0S2q0DwirHnEfBQWofygCtmgXAVAw0PgwwuLcAlKRvAlJK8ncBnlh2smavOim9m3mKEAXiR9OiENAdq0iA3JxJdHiIwwPW8Ev0Z/QwCjpbQYAnIqAbQlCKxDZJaypqOTMW+lrzNqoKVBI2HXzxmdsV9gPRwyQ/6gU7K6wIzMqLmYIXJiOhNnlvQpDZ3bvmPcMvAZpUT0gv7sZz8zAXipmGgjCLrIDOUJpWKwi55OJp8yHLAchR4PfqJgYGJyR2iDd1GjARciCAMf4yN8jz6HizGIFUfmyMhVhOflN+OyiWsSYQxCRolSF8QyhBUmEHAAAs3jjz8OaDY8w4Q14Tt48KD1z4qDwjD20Xwm99tvv53Bjva1gy8dCYiM3pVuZgtJN0MCeO+99xAdqA6JoA2zT3HQ0wjDHIiLoZYBnTlEp06dmPKzLOcMiZt+6OR711NzCykyQP/2t79lcEchBtcy7vM6mKdUxIIJQ+Npx2XP1NLtSTVff/11kwsvC3NN3IhcxocpgpEjQZ43FE2j8QdqmInys5IN08Dxxj/6Lx2YGYYJQ68z4iBosKaIAtNpA4LChiGCFiEL1iZoEaYjNmsctmfSZNkFMHqVM/9UZObGvGObejGFMHec4/eMzmPHjuVN5sXg97h3SLbAjeqMkZfBgk581113oTRDOY4/oypaR8QO9EK8KkyozeoI6jK0YUgtZtJnUwt3sESHUIgJg9HCk4gZLJwhWQ7hxTMLUU7/yrv/fzv3cttGDIQBOE4FQcrRKR3o4gpcgAvQMRW4GB9dQ2rKl/zwgNmVFpax0jryCIhMkVw+fg7nvfn+89f7BuESlC9AruDOjNcSZtYJQHBZs2iNwZ+envhj9/u9MgatgGNiJaCjPdAb1OuPAfmmCozgH10bP5IB44mlTRtk7EZTTkRKpcIbGdY4wkK5InwLfSZNsfURiXpb9i13xnc+2WwUIKIukVpWETKALY1KpQAMZzV9//WhP39JL8G2w+GgjHJk3GGd9kvH4jDnVGTG4ZjCcggbQ5dcNz4+L3OhkxBZT+K+RGAJMwdHO8lT9CqF0SKZj3ZezbcfX04bYUeHogTYHbGN2KhKPgx6Aj6dyx5SL2kwYWZ2J2lNP5CxKXEG0XIeSBg5On5V6s9T7RCrJgWGl3OBc9ULOlpSepL9xndA1aq/M3VAzkWlwoZO2lrVxyl8/ThLuYGVoEL8lFiaWEVIkLXBjSPAg0YxDhwnaUt2LeUBC+bHUM9jToZh4qQRJ5h4BkGVOJyepCAFvD5kQEDDPoQonp+fKdoiInL8iE8aHLsHD0oft2J+ndK01TdbIRFB0ghE4zLYsi8vL2qyZtuRuRBeDATuWc9ijrw9KimzuAAY2WrYZYVq4FNYKWATNQWRQCvHauFsIt4eTYJPERKmcwSCHOQl/j6mk9UI1yzc3987VvSDmdoUP1WCo+Ma0BUeRwhBEhqy8timMQjsDgtm/kbF0QHXRh62iZMaCtn4JF+Dmct/Cx/Oaq3QBgUTgZkSpcGkYClg0Wctw1O0BOLBaMBUj1mDER2aEWsmKhCqgyBZSd+3uBxq8NULDE1qIvNRaMCCQSRYVXeqpqNy8QxDXh8uAbQHVRhCiZcviSE6h4ANopufjgBEVApXm98FqtFCNBV6zlEYm7O95iJBaU5IDly66YAtjBeZniGAp9V1hrMTrGe70JbZyjSw2+2QvgswGZduy8bynXopT24RpdgdcH8QOiekJh4GNeyVXCqqq5uD4nnttcqQ5MfPCL7lg8Xzw8LwfgwXk6ul3iyi064fNk1Tzi2ix1XWQI2wecG+iJ+J7LcqTj+cIrv2k9GATbB6AxdlWXKdeso10w1cYZ0YARWYLRL8cYERLjpBvZfDimXtsY8NYrTHx0cFBwdPLJsNJDiXtHJMnMjUuuHHqryZ53yRkGVQeh4eHihDkyVJUpDvDhAo0RIct63J6ZcNpCcfOFEtloaDyxElHZEfTHh0/fQInxUvLvGjs+lE4OQ1ZAp6A95KOsbqkhNbU2OvOQs1iB+HBayyAS1Sf2lN6FDaKq+At6a4033oIsG8xtmkIBmKisDKz+y8JpyBsddrPfRLQl2uvBpbALIOKM07eWqSEcpTLUZAPOvGi6ieNRbacwRgGUmo0MsxVZJqZnSRvdKQQYhATgj6RF1kWaAeTysiL/Uiz372by8rUCX6c2kEMEd+CSJqnIiGRZNN6GKs143PDV9WKauKMji2nip7ijJIBpzq8B/VQ0aKB2fUuGbaLhZMuo+VKUfbVRbhECKa4DzvnxoIs+cWWi3jVOsm9VbLU708tTWT4tVHGVUEEI/PkUEwiC1Gaj2VAkuODuTbTwYBV8Gkw9Gf44zzDlpjvsybtqqBAPMRdS0sgDWZ+5g+uWvBmW2awsLj5zah54X1OMeF1nPnuo3+BNmdf7jGZxfpF96/94R4V6iltLwLT3ULwwu2M5L4oKKB3sKWeg+NQCNwSQRkhLWb8ZIAv44taMGvxdvwWtF/lxDg6uF4LJfsUtduawQagUbgLwItzK5BCB/hf9y4xj5XmkPCxeY5FyttpYdpBBqBKyHwTwrZlebsaRqBRqARaAQagVURaGG2Kpw9WCPQCDQCjcAWCLQw2wL1nrMRaAQagUZgVQRamK0KZw/WCDQCjUAjsAUCd/6HN6+SbDF1z9kINAKNQCPQCKyAgJf9fwNfNdPSPbqBFgAAAABJRU5ErkJggg==
可以明显的看到 8.0 对于查询的优化效果。GreatDB的优势显而易见

oltp_read_only
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
表现基本一致


oltp_read_write
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
前面表现基本一致, 5.7 早早的出现拐点

select_random_points
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
mysql 5.7 居然是表现最好的,而且 GreatDB 在这对比中落于下风


select_random_ranges
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
GreatSQL表现抢眼

结论
注意本次小结仅针对本次压测,不为其他场景负责。
通过多图发现,大多数场景下,GreatDB和GreatSQL都有优越的表现,甚至社区版比商业版在个别指标上更好。可以看出万里企业,对于 mysql 的投入很大。作为 mysql 原生态开发而来的GreatDB和GreatSQL,我认为完全可以平替,乃至胜任目前 mysql 的工作














yejr 发表于 2025-2-11 16:09:00

感谢分享

GreatSQL社区 发表于 2025-2-11 16:49:29

感谢分享:handshake

earl86 发表于 2025-2-13 17:36:13

机器配置 限制了 软件性能的正常发挥:P

yejr 发表于 2025-2-14 09:03:19

earl86 发表于 2025-2-13 17:36
机器配置 限制了 软件性能的正常发挥

压测过程中,很重要一个工作就是排查分析性能瓶颈,不断提升突破

earl86 发表于 2025-2-14 09:15:21

yejr 发表于 2025-2-14 09:03
压测过程中,很重要一个工作就是排查分析性能瓶颈,不断提升突破

point_select 有点低 不正常

caihe.li 发表于 2025-2-14 09:21:21

请问这个 insert、delete、select、update 等常规操作进行压测,是使用压测工具还是您自行编写的脚本进行压测的。想学习下,可以的话,想了解下具体的压测方法:'(:'(。

reddey 发表于 2025-2-14 09:33:13

感谢分享

earl86 发表于 2025-2-14 09:35:18

caihe.li 发表于 2025-2-14 09:21
请问这个 insert、delete、select、update 等常规操作进行压测,是使用压测工具还是您自行编写的脚本进行压 ...

#清理数据
/usr/bin/sysbench /usr/share/sysbench/oltp_read_write.lua --db-driver=mysql --mysql-host=${IPADDR} --mysql-port=3306 --mysql-user=sysbench --mysql-password=sysbench --mysql-db=sbtest --tables=30 --table-size=1000000 --report-interval=1 --threads=512 cleanup >sysbench-mysql-cleanup-${TESTDATE}.out

#准备数据
/usr/bin/sysbench /usr/share/sysbench/oltp_read_write.lua --db-driver=mysql --mysql-host=${IPADDR} --mysql-port=3306 --mysql-user=sysbench --mysql-password=sysbench --mysql-db=sbtest --tables=30 --table-size=1000000 --report-interval=1 --threads=512 prepare >sysbench-mysql-prepare-${TESTDATE}.out"                                                                                                                                               

主键只读        sysbench /usr/share/sysbench/oltp_point_select.lua --db-driver=mysql --mysql-host=${IPADDR} --mysql-port=3306 --mysql-user=sysbench --mysql-password=sysbench --mysql-db=sbtest --tables=30 --table-size=1000000 --time=3600 --report-interval=1 --threads=512 run >sysbench-mysql-oltp_point_select-${TESTDATE}.out                                                                                                                                               
只读        sysbench /usr/share/sysbench/oltp_read_only.lua --db-driver=mysql --mysql-host=${IPADDR} --mysql-port=3306 --mysql-user=sysbench --mysql-password=sysbench --mysql-db=sbtest --tables=30 --table-size=1000000 --time=3600 --report-interval=1 --threads=512 run >sysbench-mysql-oltp_read_only-${TESTDATE}.out                                                                                                                                               
只写        sysbench /usr/share/sysbench/oltp_write_only.lua --db-driver=mysql --mysql-host=${IPADDR} --mysql-port=3306 --mysql-user=sysbench --mysql-password=sysbench --mysql-db=sbtest --tables=30 --table-size=1000000 --time=3600 --report-interval=1 --threads=512 run >sysbench-mysql-oltp_write_only-${TESTDATE}.out                                                                                                                                               
无索引更新        sysbench /usr/share/sysbench/oltp_update_non_index.lua --db-driver=mysql --mysql-host=${IPADDR} --mysql-port=3306 --mysql-user=sysbench --mysql-password=sysbench --mysql-db=sbtest --tables=30 --table-size=1000000 --time=3600 --report-interval=1 --threads=512 run >sysbench-mysql-oltp_update_non_index-${TESTDATE}.out                                                                                                                                               
多表读写        sysbench /usr/share/sysbench/oltp_read_write.lua --db-driver=mysql --mysql-host=${IPADDR} --mysql-port=3306 --mysql-user=sysbench --mysql-password=sysbench --mysql-db=sbtest --tables=30 --table-size=1000000 --time=3600 --report-interval=1 --threads=512 run >sysbench-mysql-oltp_read_write-${TESTDATE}.out                                                                                                                                               

caihe.li 发表于 2025-2-14 09:48:16

earl86 发表于 2025-2-14 09:35


谢谢
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