例子11-1:横坐标时间的处理

from matplotlib.dates import datestr2num,DateFormatter

import matplotlib.dates as dates

fig,ax=plt.subplots()
formatter = DateFormatter('%H')
#设置时间间隔
ax.xaxis.set_major_locator(dates.HourLocator(byhour=range(24), interval=4))
ax.xaxis.set_major_formatter(formatter)
ax.plot_date(datestr2num(time_list),iops_list,'-',label='iops')

输出结果:

例子11-2:纵坐标处理

原图:

从图上看纵坐标区间过大,不利用查看。

改成200为步长:

import matplotlib.ticker as tk

ax.yaxis.set_major_locator(tk.MultipleLocator(200))

输出结果:

例子11-3:纵坐标处理——按照分钟进行间隔

如下是原始输出的图

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WVdr8bAHA0z58BefXVV7Vz585qqx9h+fn56tGjhy677DKNGzdOpaWlysvLU2ZmpsaMGRO5LzU1VePHj9d9992ntLQ0XXjhhfrXv/6l/Px8/frXv9Ypp5wSufdXv/qVHn/8cV111VWaPHmyMjIy9MQTT6iwsFCLFy+uffF0wgKA2Nq5U3r0UXPerrxcuvVW6a67flyFrknDhtKll5qv/fulZcukv/1NKiiQ/vQnqUULc15kyBDpvPOkRM//qAWAOvH8CsisWbPUpEkTXXvttTV+/2c/+5mWLl2q+vXr68orr9SwYcPUoUMHLVu2rNpZjXvuuUfTpk3T3LlzdfHFF+vxxx/X3Xffrccff7zKfUlJSXr77bd1/vnna+TIkbr88su1bds2LVy4UH369Kl98QwjBIDYKCmR7rvPbLV65BHpV7+S1q83YeRI4eOn6teX+vUzKyWbN0vvvy/l5koLFkgXXCA1b26e+403TMABAMgXCrFx1QnCXRVWrFhhumBJ0k03ScGg9M9/2lobAHjGjh3SH/8oPfaY2So1fLh0550mKERTKCStXCnNm2dWR/7zHyklRbrsMmnwYOkXvzDbugC4So2/r6HOPL8C4mpswQKA6Ni+XRo71qx4TJ8ujRghbdggTZ0a/fAhST6f1L27OdD+739La9eaoPPFF+Zge3q62aY1Z445fwIAcYSNqU7m90tbtphP6RLIigBQZ9u2mZDxxBPm79HbbzeHxdPTravB55M6dTJf991nDreHV0auv/7HbVyDB0sDB0oZGdbVBgA24LdaJ8vKMgccd+ywuxIAcJctW0zQOPlk6a9/Nf/3V19JDz1kbfioSbt2ZjVk+XLpm2+kP/xBKiuTbrvNHGDPyTFbxDZtsrdOAIgRAoiTMQsEAOrm22+lUaPMxPJZs8wv+l99ZVrr1mYIrNVOOkkaOVJassSEpr/8RUpOlsaMkVq1ks4+28wdWbfO7koBIGoIIE5GAAGA2tm0Sfrtb03weO456e67TfDIz5dSU+2urnYyM6Vf/1pauNDMGpk9W2rZUsrLk7KzpUNmSwGAmxFAnKx5c6lePYYRAsDhfP21OVDerp2Zw3HffdLGjeaX9qZN7a7u2DVtKg0dKs2fL23daq6tXWtvTQAQJRxCd7J69cx+YFZAAKCqr76SJk2Snn5aOuEE6f77zQpISordlUXfiSeanwVff213JQAQFQQQp2MYIQD8aP16c5D82WfN1qqJE80KSJMmdlcWW4GAWdkBAA8ggDgds0AAQCoqMsHjuefMYfLJk03XqHgZ5hcIsAICwDM4A+J0BBAA8WzPHunGG6VTTjGHs6dONQMEx4yJn/AhEUAAeAorIE7n93MIHUD8evZZ6YUXpD/+0XSISk62uyJ7tG5tAkgoZAYbAoCLsQLidFlZUnGxGVIFAPHmP/+ROnQwE8zjNXxIZgWkvFzavt3uSgDguBFAnC48C4RVEADxqLDQBJB4FwiYR7ZhAfAAAojTMYwQQDwLBqX27e2uwn4EEAAeQgBxOlZAAMSr8nLTepYVENP5KzmZAALAEwggTpeSYjq9sAICIN6sXy9VVhJAJHPwnE5YADyCAOJ0Ph+teAHEp2DQPLIFyyCAAPAIAogbEEAAxKPCQjPhvEULuytxBqahA/AIAogbMAsEQDwKH0Bn7oXBCggAjyCAuAErIADiES14qwoEpO++k0pL7a4EAI4LAcQNsrJMAAmF7K4EAKxDC96qWrc2j5s22VsHABwnAogb+P2mHWVJid2VAIA19u41W09ZAfkRs0AAeAQBxA0YRggg3hQVmUcCyI9OOsk8EkAAuBwBxA0YRggg3tCCt7oGDUxHMAIIAJcjgLhBixamCwwrIADiRWGhmf6dlmZ3Jc5CJywAHkAAcYP69aXMTAIIgPjBAfSaEUAAeAABxC1oxQsgngSDnP+oCQEEgAcQQNyCYYQA4gkzQGoWDiC0ZQfgYgQQtwjPAgEAryspkYqL2YJVk0BAKiuTtm+3uxIAOGYEELdgCxaAeFFYaB5ZAamOWSAAPIAA4hZ+v/Tdd1JFhd2VAEBshVvwZmfbW4cThaehE0AAuBgBxC3Cs0C2bLG3DgCItcJCs+20SRO7K3GeZs2k5GQCCABXI4C4BcMIAcQLWvAens9HJywArkcAcYusLPPIORAAXkcL3iMjgABwOQKIW6SmSg0bEkAAeFsoRAveoyGAAHA5Aohb+Hx0wgLgfVu3Snv3sgXrSAggAFyOAOImDCME4HW04D26QEDats3MAwEAFyKAuAnDCAF4XTAoJSRIbdvaXYlzhWeBfPONvXUAwDEigLgJW7AAeF0waGZdNGhgdyXOxTBCAC5HAHGTcAAJheyuBABigwPoR3fSSeaRAALApQggbuL3S/v2Sbt3210JAMQGM0COrmFDqUULAggA1yKAuEl4GCHbsAB40cGD0rp1rIDUBp2wALgYAcRNGEYIwMu++UYqL2cFpDYIIABcjADiJgQQAF5GC97aI4AAcDECiJs0aCClpxNAAHhTMCjVr/9jlyccXjiA0JQEgAsRQNyGYYQAvCoYlNq1kxIT7a7E+QIBM4hwxw67KwGAOiOAuA3DCAF4FS14ay+8SrRxo711AMAxIIC4DcMIAXgVLXhrj2GEAFyMAOI2BBAAXlRRIX31FSsgtZWebuaBEEAAuBABxG38fmnbNunAAbsrAYDo2bDBzAFhBaR2fD46YQFwLQKI22RlSZWVJoQAgFfQgrfuWrcmgABwJQKI2zANHYAXBYNSo0Y/zjvC0bECAsClCCBuQwAB4EXhA+g+n92VuAcBBIBLEUDcJj1dSkoigADwFlrw1l0gYLbjlpXZXQkA1AkBxG18PrNFgWGEALyEFrx1F27Fu2mTvXUAQB0RQNyIYYQAvGTfPvNLNCsgdcMsEAAuRQBxI2aBAPCSoiLzyApI3Zx0knlkGjoAl/F8AHn//fd1ySWXKC0tTUlJScrOzlZ+fn7k+zk5OUpISKj2dckll1R7rr1792r06NHy+/1KTk7WGWecoZdeeqnG1125cqUuuOACpaSkKDU1VUOGDNGGDRui86YIIAC8JBg0j6yA1E3DhlLz5qyAAHCdRLsLiKUXXnhBN9xwg6655hrNnj1bTZs2VVFRkbZs2VLlvnbt2un555+vcq1p06bVnm/w4MH65JNP9PDDD6tDhw56/vnnlZubq8rKSuXm5kbu+/LLL5WTk6Nu3brplVdeUWlpqfLy8tSnTx999tlnSk9PP7435vdzBgSAdxQWSqmpUrNmdlfiPnTCAuBCng0gmzdv1q233qrbbrtNM2bMiFzv3bt3tXuTk5PVs2fPIz7fggULtHjxYhUUFOiaa66RJJ133nnauHGj7rzzTl1zzTVKSDALSnl5eUpOTtYbb7yhJk2aSJK6d++u9u3ba+rUqZo8efLxvbmsLGn3bmnvXum/zw8ArkUL3mNHAAHgQp7dgvXUU09p3759Gjt27FHvDYVCVR5rMn/+fKWkpOiqq66qcn3YsGH69ttv9dFHH0mSDhw4oDfeeENDhgyJhA9JCgQCOv/88zV//vxjeTtVMQsEgJfQgvfYMQ0dgAt5NoAsW7ZMzZo10xdffKHTTz9d9evXV/PmzTV8+HDt2bOnyr1FRUVKTU2NnBEZP368yn7SV33NmjXq2LFjZJUjrEuXLpKktWvXSpLWrVunsrIyde3atVpNXbp0UVFRkSoqKo7vzRFAAHgJLXiPXXgF5AgfoAGA03h6C9YPP/yga6+9Vvn5+erZs6dWrFihcePGac2aNXrvvfckSX379tX111+vTp06qby8XAsXLtQjjzyi999/X0uWLJHvv1sCiouLlZ2dXe110tLSIt8/9DF8/af3hkIh7dy5U82bN6+x7tGjR1c7f5Kbm1vljImyssJvsg7/RgDAgXbtkrZvZwXkWAUCZhDhjh1SRobd1QCeUlBQoIKCgirXdu3aZVM13uLZAFJZWamysjJNmjRJt99+uyTp7LPPVmJiooYPH6533nlHffv2VV5eXpU/l5OTo9atW+u3v/2tXnvtNV1xxRWW1j1t2jR169btyDc1aiQ1bcpBdADuV1hoHgkgx+bQWSAEECCqqn0ALNPltHv37jZV5B2e3YLV7L/dVC6++OIq1/v37y9J+vTTTw/7Z6+77jpJipzrCD9feHXjUCUlJVVeL/wYvv7Te30+n1JTU2v9Pg6LVrwAvCDcgpctWMeGYYQAXMizAeT000+XVP1gefiffXXsttK1a1f9+9//VmVlZZXrq1evliR17txZkmnpm5ycrFWrVlV7jtWrV6t9+/ZKSkqq02vXiAACwAsKC6UWLaSUFLsrcaf0dDMPhAACwEU8G0CGDBkiSVq4cGGV6wsWLJAknXXWWYf9s88995wkqVevXpFrgwYN0t69ezV37twq9z7zzDPy+/2R50tMTNSAAQM0b9487d27N3Lf119/rSVLlmjw4MHH8a4OQQAB4AUcQD8+Pp9ZBWEaOgAX8ewZkAsuuECXXXaZxo8fr1AoFDmEPn78eA0YMEC9e/fWe++9p2nTpmngwIFq3bp15BD6jBkz1K9fPw0YMCDyfP3799eFF16o4cOHa/fu3WrXrp0KCgq0aNEiPf/881VWVPLz89WjRw9ddtllGjduXGQQYWZmpsaMGROdN+j3S4sXR+e5AMAuhYXSaafZXYW7MQsEgMt4NoBI0ssvv6z8/HxNnz5dW7Zskd/v1+jRozVhwgRJUsuWLbVv3z6NGzdO27dvV2Jiojp06KAHHnigxqAwb9483XvvvcrLy1NJSYk6duyoF198UVdffXWV+372s59p6dKlGjt2rK688kolJiaqX79+mjp1auSMyHHLypK2bJEqK6UEzy5kAfCyUMisgFx5pd2VuFsgIP13OzAAuIEvdKTpe7BMuKvCihUrjt4FS5Jee0264goTQlq0iH2BABBt27aZv7/mzZMGDbK7GvfKz5f+/Gdp61a7KwE8r86/r6FGfHTuVgwjBOB2tOCNjtatTZj7yQBdAHAqAohbhQMIs0AAuFUwaA5Rt2tndyXuFm7Fu2mTvXUAQC0RQNwqI0OqV48VEADuVVhofnlu2NDuStyNWSAAXIYA4lb16kktWxJAALgXLXij46STzCMBBIBLEEDcjFkgANyssJDzH9HQsKHUvDkBBIBrEEDcjAACwK0qK00AYQUkOpgFAsBFCCBu5vdzCB2AO23aZLo2sQISHUxDB+AiBBA3y8piBQSAO9GCN7pYAQHgIgQQN/P7pZ07pdJSuysBgLoJBqXERKlNG7sr8YZwAGG2MAAXIIC4GcMIAbhVYaHUtq0JITh+gYDZ0rZjh92VAMBREUDcjGGEANyKFrzR1bq1eWQbFgAXIIC4WVaWeWQFBIDbBIOc/4gmhhECcBECiJulpJgvAggAN9m/X9qwgQASTenpZh4IAQSACxBA3I5ZIADc5quvpAMH2IIVTT4fnbAAuAYBxO0IIADchha8sUEAAeASBBC3y8riEDoAdwkGzXahcCMNRAfDCAG4BAHE7VgBAeA2hYVm+1UCP4KiihUQAC7B3/5u5/ebFRCGTwFwC1rwxkYgIG3bZuaBAICDEUDczu+XKioYPgXAPWjBGxvhVrybNtlbBwAcBQHE7RhGCMBNSkulb74hgMQCs0AAuAQBxO0YRgjATdatM1tG2YIVfa1amUcCCACHI4C4XYsW5iAnAQSAG9CCN3YaNpSaNyeAAHA8AojbJSaaHzgEEABuEAxKJ5wgZWTYXYk30QkLgAsQQLwg3AkLAJyusNCsfvh8dlfiTQQQAC5AAPGCrCxWQAC4Ax2wYosAAsAFCCBewDBCAG7BDJDYCgcQZkMBcDACiBcQQAC4we7dZlAeKyCxEwiYVsfMhgLgYAQQL/D7zQ+b8nK7KwGAwwt3wGIFJHaYBQLABQggXhCeBbJli711AMCREEBijwACwAUIIF4QnobONiwAThYMmva7TZvaXYl3ZWSYeSAEEAAORgDxAgIIADegA1bs+Xx0wgLgeAQQLzjxRKlRIwIIAGcLzwDn7/PiAAAgAElEQVRBbBFAADgcAcQLfD6GEQJwtlCIFrxWIYAAcDgCiFcwjBCAkxUXS7t2sQJiBQIIAIcjgHgFs0AAOFkwaB5ZAYm9QEDaupXW7AAciwDiFQQQAE4WbsGbnW1vHfEg3Ir3m2/srQMADoMA4hXhABIK2V0JAFQXDEqtWpmGGYgtZoEAcDgCiFdkZUllZWaPNQA4DQfQrXPSSeaRAALAoQggXsEsEABORgte6yQnS5mZBBAAjkUA8QoCCACnCoVMAGEFxDqtWxNAADgWAcQrWrY0jwQQAE7z7bfSvn2sgFiJVrwAHIwA4hVJSWbJnWGEAJyGFrzWI4AAcDACiJcwjBCAEwWDUr160skn211J/AgHEDojAnAgAoiXMAsEgBMVFprwkZRkdyXxIxCQSkvNBHoAcBgCiJcQQAA4ES14rccsEAAORgDxEr+fMyAAnIcWvNYLB5CNG+2tAwBqQADxkqwsads2af9+uysBAOPAAWndOlZArJaRITVowAoIAEcigHiJ328OHG7danclAGB8/bX5UIQVEGv5fHTCAuBYBBAvYRghAKcJt+AlgFiPAALAoQggXkIAAeA0waDZCtSqld2VxB+moQNwKAKIl6SlmR/0HEQH4BSFhVJ2tpTAjxvLsQICwKH4ieAlPh/DCAE4Cy147RMImDOB5eV2VwIAVRBAvIZZIACchBa89gm34t20yd46AOAnCCBeQwAB4BTl5dJXX7ECYheGEQJwKAKI1zCMEIBTrFtnWoOzAmKPk04yjwQQAA5DAPEazoAAcIrCQvNIALFHcrKUmck0dACOQwDxGr9f2rtX2r3b7koAxLtgUGrSRGre3O5K4hedsAA4kOcDyPvvv69LLrlEaWlpSkpKUnZ2tvLz86vcs3jxYvXq1UuNGzdWRkaGhg0bpu3bt1d7rv379ys/P19t2rRRw4YN1bFjR82YMaPG112/fr0GDx6s1NRUpaSk6KKLLtKnn34ak/dYBbNAADhF+AC6z2d3JfGLAALAgTwdQF544QXl5OQoNTVVs2fP1pIlS3TfffepQYMGkXveffdd/eIXv1DLli312muv6dFHH9XixYvVr18/VVRUVHm+ESNGaPLkyRo5cqQWLVqkQYMGadSoUZo0aVKV+7Zv364+ffqoqKhITz/9tF5++WWVlZUpJydHwfBU4FghgABwClrw2o8AAsCBEu0uIFY2b96sW2+9VbfddluVVYrevXtXue/OO+/UKaecorlz5yrhv4OyTj75ZPXu3VuzZs3SbbfdJklau3atZs2apYceekhjxoyRJJ177rkqLi7WxIkTddtttyk1NVWSNGXKFBUXF2v58uVq9d/pvz//+c/Vrl075eXl6cUXX4zdG2/Z0jxyEB2A3QoLpXPPtbuK+Baehh4KsRIFwDE8uwLy1FNPad++fRo7duxh79m8ebM++eQTXX/99ZHwIUm9evVShw4dNH/+/Mi1V199VaFQSMOGDavyHMOGDVNpaanefPPNyLX58+erb9++kfAhSSkpKRo8eLBef/11VVZWRuMt1iw52UxEZwUEgJ327jUfhHAA3V6BgFRaKhUX210JAER4NoAsW7ZMzZo10xdffKHTTz9d9evXV/PmzTV8+HDt2bNHkrRmzRpJUteuXav9+S5dukS+H743MzNTmZmZ1e6TzAqJJJWWlmr9+vWHfc7w92OKWSAA7BbugMUWLHsxCwSAA3l6C9YPP/yga6+9Vvn5+erZs6dWrFihcePGac2aNXrvvfdU/N9PhNLS0qr9+bS0tMj3Jam4uLjG+xo3bqykpKTIvTt37lQoFDrsc4afKzs7u8a6R48eraZNm1a5lpubq9zc3Fq+cxFAANiPAOIMhwaQbt3srQVwmYKCAhUUFFS5tmvXLpuq8RbPBpDKykqVlZVp0qRJuv322yVJZ599thITEzV8+HC98847NldYs2nTpqnb8f6Q8Pul1aujUxAAHItgUGrWzGwJhX0yMqQGDVgBAY5BTR8Ar1y5Ut27d7epIu/w7BasZs2aSZIuvvjiKtf79+8vSfr000+Vnp4uSSopKan250tKSiLfDz9fcQ17aH/44QdVVFREXi81NVU+n++wz3lobTHDMEIAdgu34IW9fD6zCsIwQgAO4tkAcvrpp0uSQqFQlevhf/b5fOrcubMkadWqVdX+/OrVqyPfl8z5je3bt2vbtm3V7pMUuTc5OVnZ2dmHfc5GjRqpbdu2x/q2asfvl7ZulQ4ejO3rAMDh0ILXOWjFC8BhPBtAhgwZIklauHBhlesLFiyQJJ111lnKyspSz549NWfOnCqdqZYvX65gMKjBgwdHrg0cOFA+n0/PPvtsled75pln1KhRo8jKiiQNGjRI77zzjjZt2hS5tmfPHs2bN0+XX355lY5bMeH3m/Dxk7AEAJYJBlkBcQoCCACH8ewZkAsuuECXXXaZxo8fr1AoFDmEPn78eA0YMCAyD+Thhx/WhRdeqKuuukrDhw/Xd999p3HjxqlLly5VWu526tRJN998syZMmKB69erpzDPP1KJFi/Tkk0/qwQcfrHJw/I477tDs2bN16aWX6oEHHlBSUpImT56siooK3X///bF/8+FhhN9+a7ZjAYCVioulkhICiFMEAtJPPowDADt5NoBI0ssvv6z8/HxNnz5dW7Zskd/v1+jRozVhwoTIPeedd54WLFigvLw8XX755WrUqJEGDBigKVOmqH79+lWe74knnpDf79djjz2mrVu36uSTT9b06dP1m9/8psp96enpeu+993THHXfoxhtv1IEDB3TOOedo6dKl6mDFD+Rw6Ni8WTrzzNi/HgAcig5YzhIImG255eXmQDoA2MwX+ukhCdgi3FVhxYoVx98Fq7JSathQmjZNGjEiOgUCQG3Nni3dcIO0Z4/UpInd1eDtt6ULLpCKiqR27eyuBnC1qP6+Fsc8ewYkriUkSC1b0gkLgD2CQbMSS/hwBoYRAnAYAohXMYwQgF1owessJ51kHgkgAByCAOJVWVnmEDoAWI0WvM6SnCxlZhJAADgGAcSrWAEBYIdQiBa8TkQrXgAOQgDxKgIIADts3Sr98AMBxGmYhg7AQQggXuX3S99/b34RAACrBIPmkS1YzsIKCAAHIYB41aHDCAHAKoWFphNf27Z2V4JDhQMInfcBOAABxKsOHUYIAFYJBqXWrRl45zSBgFRaaqbUA4DNCCBeFV4BIYAAsBIteJ2JWSAAHIQA4lWNG0snnkgAAWAtOmA5U+vW5pEAAsABCCBeRicsAFY6eFAqKuIAuhNlZJhtcQQQAA5AAPEyhhECsNI330gVFayAOJHPRycsAI5BAPEyVkAAWIkWvM5GAAHgEAQQLyOAALBSYaFUv/6P5w3gLAQQAA5BAPEyv99swaqstLsSAPEgGJTatZPq1bO7EtSEaegAHIIA4mVZWdKBA9KOHXZXAiAe0AHL2QIBaetWqbzc7koAxDkCiJcxCwSAlZgB4mzhWSCbNtlbB4C4RwDxMgIIAKtUVEgbNnAA3ckYRgjAIQggXta8udmLTQABEGsbNpjzZqyAOFerVuaRAALAZgQQL6tXT2rRglkgAGKPFrzOl5wsZWYSQADYjgDidVlZrIAAiL3CQqlRI/N3DpyLVrwAHIAA4nXMAgFghXAHLJ/P7kpwJAQQAA5AAPE6AggAKwSDbL9yAwIIAAcggHgdAQSAFWjB6w7hABIK2V0JgDhGAPG6rCyppEQqK7O7EgBetW+fmS3BCojzBQLmf6/iYrsrARDHCCBeF54FQicsALFSVGQeWQFxPmaBAHAAAojXMYwQQKzRgtc9CCAAHIAA4nUEEACxFgxKqalSs2Z2V4KjyciQGjQggACwFQHE6044QWrShC1YAGInfACdFrzOl5BgJqITQADYiAASDxhGCCCWaMHrLq1bE0AA2IoAEg9oxQsglmjB6y7MAgFgMwJIPCCAAIiVXbuk7dtZAXETAggAmxFA4gEBBECsFBaaR1ZA3CMQkLZskcrL7a4EQJwigMSDrCxzCJ3JtwCijRa87hNuxcsHUwBsQgCJB36/+aSrpMTuSgB4TTAotWghpaTYXQlqKxxANm60tw4AcYsAEg+YBQIgVjiA7j6tWplHzoEAsAkBJB4QQADECi143Sc52QwkJIAAsAkBJB60aGEGhDGMEEA0hUKsgLgVnbAA2IgAEg/q15cyM1kBARBd330n7d7NCogbEUAA2IgAEi9oxQsg2sIdsFgBcR+moQOwEQEkXhBAAERbYaHZ3tmund2VoK7CKyC0ZwdgAwJIvPD7OQMCILqCQfOLbMOGdleCugoEpH37aM8OwBYEkHiRlcUKCIDo4gC6e4VngbANC4ANCCDxwu83B0YrKuyuBIBX0ILXvQggAGxEAIkX4VkgW7bYWwcAb6islIqKWAFxq4wMqUEDpqEDsAUBJF4wjBBANG3aJJWVEUDcKiHBTERnBQSADQgg8SIryzxyEB1ANIRb8LIFy72YBQLAJgSQeJGaajrVsAICIBoKC6XERKlNG7srwbEigACwCQEkXvh8zAIBED3BoNS2rQkhcCcCCACbEEDiCQEEQLTQgtf9Wrc2jUnKy+2uBECcIYDEk6wszoAAiA5a8LpfuBUvH0wBsBgBJJ6wAgIgGvbvlzZsYAXE7ZgFAsAmBJB4Eg4goZDdlQBws6++kg4cIIC4XatW5pEAAsBiBJB44vdL+/ZJ339vdyUA3IwWvN6QnGwGEjKMEIDFCCDxhGGEAKKhsND88hr+OwXuRScsADYggMQThhECiIZgUMrONtO04W4EEAA24KdHPAkHEFZAABwPWvB6BwEEgA08G0CWLl2qhISEGr8+/vjjyH05OTk13nPJJZdUe869e/dq9OjR8vv9Sk5O1hlnnKGXXnqpxtdfuXKlLrjgAqWkpCg1NVVDhgzRhg0bYvZ+a6VBAyk9nQAC4PgEgwQQrwgHEJqTALCQ50fYTpo0Seeff36Va6eeemqVf27Xrp2ef/75KteaNm1a7bkGDx6sTz75RA8//LA6dOig559/Xrm5uaqsrFRubm7kvi+//FI5OTnq1q2bXnnlFZWWliovL099+vTRZ599pvT09Ci+wzqiFS+A41Faan5h5QC6NwQCpjlJSYnUrJnd1QCIE54PIO3bt1fPnj2PeE9ycvJR71mwYIEWL16sgoICXXPNNZKk8847Txs3btSdd96pa665Rgn/3Q+dl5en5ORkvfHGG2rSpIkkqXv37mrfvr2mTp2qyZMnR+GdHSOGEQI4HuvWmUdWQLyhdWvz+PXXBBAAlvHsFqywUCik0FGWlsPfP9J98+fPV0pKiq666qoq14cNG6Zvv/1WH330kSTpwIEDeuONNzRkyJBI+JCkQCCg888/X/Pnzz/WtxIdrIAAOB604PUWhhECsIHnA8jw4cNVv359nXjiierfv78++OCDavcUFRUpNTVVSUlJys7O1vjx41VWVlblnjVr1qhjx46RVY6wLl26SJLWrl0rSVq3bp3KysrUtWvXaq/TpUsXFRUVqaKiIlpvr+4IIACOR2GhdOKJZn4E3C8jw5wPJIAAsJBnt2ClpqZq7NixOu+885SWlqaioiJNnTpVOTk5+vvf/66LLrpIktS3b19df/316tSpk8rLy7Vw4UI98sgjev/997VkyRL5fD5JUnFxsbKzs6u9TlpaWuT7hz6Gr//03lAopJ07d6p58+Y11j169Ohq509yc3OrnDE5Ln6/tG2bmWKc6Nn/+QHESjBoVj/++3cjXC4hwUxEJ4AA1RQUFKigoKDKtV27dtlUjbd49jfQ0047Taeddlrkn3v27KkrrrhCXbp00dixYyMBJC8vr8qfy8nJUevWrfXb3/5Wr732mq644gpL6542bZq6desWuxfw+6XKShNCGCIGoK5owes9gQDT0IEa1PQB8MqVK9W9e3ebKvIOz2/BOlTjxo11xRVX6PPPP1d5eflh77vuuuskKXKuQ5KaNWsWWd04VElJSeT7hz6Gr//0Xp/Pp9TU1GN/E8eLWSAAjgcteL2HWSAALBZXAeRQvjpuH+jatav+/e9/q7Kyssr11atXS5I6d+4sybT0TU5O1qpVq6o9x+rVq9W+fXslJSUdY9VREF71IIAAqKvdu83qKQfQvYUAAsBicRVA9u7dq/nz5+uMM844Ygh47rnnJEm9evWKXBs0aJD27t2ruXPnVrn3mWeekd/v11lnnSVJSkxM1IABAzRv3jzt3bs3ct/XX3+tJUuWaPDgwdF8S3WXni4lJRFAANRdYaF5ZAXEWwIBacsW6Qg7AwAgmjx7BuSmm25S27ZtdeaZZ+qEE07Q+vXrNXXqVG3ZskWzZs2SJL333nuaNm2aBg4cqNatW0cOoc+YMUP9+vXTgAEDIs/Xv39/XXjhhRo+fLh2796tdu3aqaCgQIsWLdLzzz9fZUUlPz9fPXr00GWXXaZx48ZFBhFmZmZqzJgxlv+7qMLnM9uwCCAA6ooWvN4UbsW7ebPUtq29tQCIC54NID/72c/00ksvacqUKSotLVWzZs3Up08fPf3005HDQy1bttS+ffs0btw4bd++XYmJierQoYMeeOCBGoPCvHnzdO+99yovL08lJSXq2LGjXnzxRV199dXVXnvp0qUaO3asrrzySiUmJqpfv36aOnVq5IyIrRhGCOBYFBZKmZmmDS+849BZIAQQABbwhY42pQ+WCHdVWLFiRWy7YEnS1VdLJSXS4sWxfR0A3jJ0qPTVV9L779tdCaKptFRq1Eh69lnphhvsrgZwNEt/X/OwuDoDgv9iGCGAY0EHLG9KTjYDCTmIDsAiBJB4RAABUFehEDNAvIxOWAAsRACJR1lZ0p495gsAamPHDmnXLg6gexUBBICFCCDxKDwLhIPoAGqLFrzexjR0ABYigMQjhhECqKtwC9527eytA7ERXgGhLw0ACxBA4hEBBEBdFRZKrVqZbknwnkBA2rfPdEgEgBgjgMSj5GQpNZUAAqD26IDlbYfOAgGAGCOAxCuGEQKoi2CQA+heRgABYCECSLyiFS+A2qqslIqKWAHxssxMKSmJAALAEgSQeEUAAVBb335rzgewAuJdCQm04gVgGQJIvCKAAKgtWvDGBwIIAIsQQOJVVpa0ZYvZWgEARxIMSvXqSSefbHcliCUCCACLEEDild8vHTwoffed3ZUAcLpg0ISP+vXtrgSxRAABYBECSLxiFgiA2iosZPtVPAgEzMp4RYXdlQDwOAJIvCKAAKgtWvDGh0DATELftMnuSgB4HAEkXmVkmD3dBBAAR3LggLR+PSsg8YBZIAAsQgCJV/XqSS1bMowQwJFt3Cjt388KSDxo1co8EkAAxBgBJJ7RihfA0dCCN340aiSlpxNAAMQcASSeEUAAHE0wKDVo8OOn4/A2OmEBsAABJJ4RQAAcTTAoZWebSdnwvtatCSAAYo6fKPEsK4szIACOjBa88YUVEAAWIIDEM79f2rlTKi21uxL81PbtdlcAGLTgjS/hABIK2V0JAA8jgMQzZoE40+zZUmamtHCh3ZUg3m3caL46drS7ElglEJB++MF8OAUAMUIAiWcEEOdZvVr6n/8xbZIfecTuahDv7r/fhOGrrrK7ElglPAtk40Z76wDgaQSQeJaVZR45B+IMe/aYX/Sys6VZs6SlS6WVK+2uCvHqiy+k556Txo+XGje2uxpYhWGEACxAAIlnKSnmixUQ+4VC0i23mDA4d670y19KJ58s/eEPdleGeJWXZ34ZvfVWuyuBlTIzpaQkAghwOBUVdlfgCQSQeEcrXmd4/HHp5ZfNykeHDlJiojR6tPTSS/wiAOt98on0t7+ZLVhJSXZXAyslJJiZL/y9A1S3a5c0cqTdVXgCASTeEUDs99FH0v/+rzRqlHTllT9e/9WvzArV9On21Yb4dM89UqdO0tChdlcCO9CKF6jum2+kn/9c+s9/7K7EEwgg8Y4AYq/iYnPuo3v36ofOmzQxB9KffFLavdue+hB/liyR/vEPaeJE0wwB8YcAAlT1+efS2WebDnHPPGN3NZ5AAIl3DCO0T2Wl+YR53z6z/aqmrS4jR5rvP/WU9fUh/oRCZvWjRw9p4EC7q4FdmIYO/Ogf/5D69JFatJA+/FBq08buijyBABLv/H4TQBg6Zb2HHpLeekt6/nmz57omfr+Umys9+qh04IC19SH+vP66tHy5+W/T57O7GtglEJC2bHHeYdvCQuaTwFrPPSddconZevXuuyaEICoIIPHO7zc/ZHbssLuS+PL229KECabT0MUXH/neMWPMp5Fz51pTG+LTwYPSvfdKfftKF1xgdzWwUyBgPpRy0vbczz+XTjtNOvNME0SAWAqFzDbUG2+UbrpJeu01sy0aUUMAiXcMI7Te5s2mzW7fvtJ99x39/tNOM78QTp3KShVip6BAWrPGrH4gvjltGGFxsdkS2KGD2arau7f0r3/ZXRW86sAB0378vvuk3/9e+utfTWdKRBUBJN4xjNBa+/dL114r1a8vvfBC7Q/5jhkjrVghLVsW2/oQnyoqzIrcFVdIZ51ldzWwW3hLqBPOgRw4YP7O3LtX+r//k95/3wxrzcmR3nzT7urgNXv3Spdfbg6aP/usGcTKdtSYIIDEuxYtTN93VkCscc89Zo/9Sy9JGRm1/3MXXyydeiqDCREbM2dKGzaYLQdAo0ZSerozAsjdd5vObC+/bA7HN2smLV4s9esnDRhg9ugD0bB1q3TeeSbkLlgg3XCD3RV5GgEk3iUmSs2bE0CsMH++2Ub1yCNmC0Fd+HxmVsjrr9ODHNG1b5/ZZjB0qNS5s93VwCmc0Iq3oMD8nTl1qnT++T9eb9RImjdPGjbM7NF/+GG2p+L4fPml1KuXCSHvvSddeKHdFXkeAQTMArHCunXmINvgwWbC+bG47joTFv/0p6iWhjg3Y4a0fbuZeg6E2R1APvtMuvlmE4xHjar+/cRE6f/9P7N1cNw48/dqZaX1dcL93n9fOuccqXFjs0PhtNPsriguEEBgzoEQQGKntNRMOM/MlGbNOvb9pA0amLkgzz5rfmEEjteuXdLkyebAZdu2dlcDJ7EzgBQXS4MGSR07mgPAh/s70+czwfkvfzFB+tprpbIyS0uFy73yimnycvrpJogcriU+oo4Agh9ngSA2Ro0yy7tz50onnnh8z3XbbeaH7hNPRKc2xLepU80vbOPH210JnCYcQKze2nTggHTNNeYw8Pz5UnLy0f/M//yP9Le/mS2qv/iF9P33sa8T7venP5n/1oYMkRYulJo2tbuiuEIAAVuwYunZZ6Unn5Qefzw6y7rNmpl9z48/blZWgGO1bZs0bZoJyC1b2l0NnKZ1a+mHH6wf/DdunLR0qflkOtwOuDYGDjSH0z//XDr3XD5Uw+EdPGi27P3v/0pjx0qzZ5sdBrAUAQQmgOzYIZWX212Jt6xeLQ0fbgLDr34Vvef93e/M/15z5kTvORF/HnrI7KO/6y67K4EThX/5t3Ib1gsvmE5/f/iDabNbV717m200O3eaA8Vffhn1EuFypaVm1eOxx8xOgkmTTCdQWI5/6/hxGCGfGEXP7t3m3Ef79mZvcjRlZ5t5DX/8I4cucWw2bjT75u+6S0pNtbsaOJHVAeSzz6RbbjGtT2+//difp1Mn6Z//lE44wQSSDz+MXo1wt+Jic95jwQKzvW/4cLsrimsEEDCMMNpCIenXv5a2bDHnPho1iv5rjBljPt1buDD6zw3vu/9+s9+5pu5CgGSaZiQlWTMNfccOs4WqUycTjI938NtJJ5mhraeeauaFvP56dOqEe61fbzpdFRaaLX6XX253RXGPAIIfV0A4BxIdM2aYoVlPP21WQGKhd28zsZrBhKirL74ww9vGjzdtJ4GaJCSYjkCxXgEJHzrft8/M9qjNofPaSE2VFi0yh9IHDpSeeio6zwv3+eQTsyWvstKsiPXsaXdFEAEEkunM1KgRASQali83qxOjR5vOGrHi85nXWbJEWrkydq8D78nLM79Y3nqr3ZXA6axoxTt2rPTuu+ZDm7ocOq+Nhg3N8952m1mV/v3vGVgYb/7+dzPdvG1bszWvXTu7K8J/EUBgfpmlE9bx27FDuvpq6cwzzWTeWBs0SGrThlUQ1N4nn5h2pfn5dH3B0cU6gLzwgjnL9sc/Htuh89qoV8+sSj/4oAnfI0aYLkjwvr/+1Wy1uugi6e23pYwMuyvCIQggMLKyOANyPCorzcTe0lLppZfM3ulYS0w0Ky0vvSR9803sXw/ud889Zrjb0KF2VwI3iGUA+fRTM+n8hhvMgNVY8vnMf/uzZpm26FdeSRtzLwuFpHvvNfNhfvOb2J3FxHEhgMBgBeT4PPig2W/8/PPWTlL91a+kJk2k6dOte02405Il0j/+IU2caD4VBo4mEDDNNCoqovu8O3aYFdxTT43OofPaGjZM+r//k956S7rwQqmkxJrXhXUqKkyofeghM2j10Uf5+86hCCAwCCDHbvFiacIE83XRRda+dkqK+ZTnr381rX+BmoRC5hPgHj3ML35AbQQC5r+daP5sOPTQeW0nnUfTpZeaMP7ll1KfPqwee8n330uXXGLO/bz4ojknaVW4RZ0RQGCEAwgH9Opm82bpl780vcXHj7enhttvNz/MZ8605/XhfK+/bhokPPQQP5BRe61bm8dobsO66y7TIveVV6xdLT7UWWdJH3xg/t7s1Utas8aeOhA9mzaZQLlihVnpveYauyvCURBAYPj9UlmZmSCL2tm/3/wll5Rktl7Ztczr90u5udK0aebTReBQBw+a/dDnn29mIgC1FQ4I0Qogc+ZIf/qTOXR+3nnRec5j9bOfma5IGRnmF9dly+ytB8du9Wrp7LPNCsgHH0jnnmt3RagFAggMhhHW3d13Sx99ZJZ77e6uMWaM+SVh7lx764DzvPii+YSX1Q/UVaNGUnp6dALIypWmFe6NN7vAvDEAACAASURBVEq//e3xP180tGxpWgB362a2z86bZ3dFqKu335Z+/nMzOHP5cjPMEq5AAIHBMMK6mT/ftL+dMsVMV7XbaaeZT7f/8Ae20eFHFRWm9egVV5hPCIG6CgSOfxr69u3m7FHnztYeOq+NE06QFiww9V15pfTEE3ZXhNqaM8cMmuzVywTJli3trgh1QACBEf5/XALI0a1bJ910kxk0OGqU3dX8aMwYM+fhvffsrgROMXOmtGGD6XwFHIvjbcUbPnReVmZWGBo2jF5t0dKggdlGO2qUads6fjwf5DhZKCRNmiRdf735ev1105AFrkIAgZGUZJYwCSBHVlpqPiXLzDS/3Dnpk7z+/c3yM4MJIZkDtr//vXTddeaTZ+BYHG8AufNO86GInYfOayMhwZxNmTLFtFW/5RbO1DlRKGQaGdxzj3T//dJTT0n169tdFY5Bot0FwEEYRnh0t99u2jcuXy6deKLd1VTl85lVkFtukf7zH3PIEvFrxgyz9SU/3+5K4GbhABIK1f0Dl9mzTXOMxx5zx8Fgn0+64w6zI+Cmm6Rt28yg18aN7a4Mkvlv8O67zXyP6dNjP8ASMcUKCH7ELJAje+YZ82nLE0+YMxdOdN11ZnXmT3+yuxLYadcuafJk6dZbpbZt7a4GbhYISD/8UPcOiStXmv/+brrJbGtyk+uuk/7+d3OuoF8/MzgR9gqFzNa4hx82P98IH67n2QCydOlSJSQk1Pj18ccfV7l38eLF6tWrlxo3bqyMjAwNGzZM27dvr/ac+/fvV35+vtq0aaOGDRuqY8eOmjFjRo2vv379eg0ePFipqalKSUnRRRddpE8//TQm7zVqCCCHt2qVNGKEmTw+bJjd1Rxegwamw8yzz5pPvxGfpk41e+7tmk0D7wgEzGNdtmGFD5136SL9+c/O2qpaWxddJC1das5Q9e4tffWV3RXFt/vv/3G6+ejRdleDKPBsAAmbNGmSli9fXuXr1FNPjXz/3Xff1S9+8Qu1bNlSr732mh599FEtXrxY/fr1U0VFRZXnGjFihCZPnqyRI0dq0aJFGjRokEaNGqVJkyZVuW/79u3q06ePioqK9PTTT+vll19WWVmZcnJyFAwGLXnfx4QAUrPdu825j/btzbYWpxs+3PzA//Of7a4Edti2zWx7uf12usLg+NV1GOH+/dLVVzv70Hltde9uZoUcPGg6LX32md0VxacHHjBfDz9sthnDG0IetWTJkpDP5wv97W9/O+J9PXr0CHXu3Dl08ODByLV//vOfIZ/PF/rzn/8cubZmzZpQQkJCaPLkyVX+/K233hpq1KhRqKSkJHLtzjvvDDVo0CD09ddfR67t3r07lJGREbrmmmtqrGPFihUhSaEVK1bU6X1G1ZNPhkI+XyhUUWFfDU5TWRkKXXVVKHTCCaFQMGh3NbU3fHgolJkZCpWW2l0JrHb77aHQiSeGQof8nQQcs4MHQ6GkpFDoscdqd/+oUaFQYmIotGxZbOuy0rZtodCZZ4ZCKSmh0Ntv211NfJk4MRSSQqGHHrK7kghH/L7mAZ5fAQmFQgodpp3e5s2b9cknn+j6669XQsKP/yp69eqlDh06aP78+ZFrr776qkKhkIb9ZPvNsGHDVFpaqjfffDNybf78+erbt69aHdLxIyUlRYMHD9brr7+uysrKaL296PL7zT7LrVvtrsQ5HnvMdG95+mmzAuIWv/ud2QYxZ47dlcBKGzeaOQt33SWlptpdDbwgIcF0r6rNCsjs2dKjj5oVuD59Yl+bVTIzpSVLzMynfv3Mv4+cHOnmm822oJdeMi3Q63pOBkc2ebLZRvr735vD5/AUzweQ4cOHq379+jrxxBPVv39/ffDBB5HvrVmzRpLUtWvXan+uS5cuke+H783MzFRmZma1+yRp7dq1kqTS0lKtX7/+sM8Z/r4jMYywqg8/NMu9v/udNHiw3dXUTfv20uWXm7aSTg28iL7775eaNjXbr4BoqU0r3hUrzKHzYcPMeTmvadLEzJuYPVu64QapRQtzNnDqVOnaa6UePaS0NPPVo4e5du+90qxZ5jD7pk38XVwXU6aY0HH//Zxl8yjPtuFNTU3V2LFjdd555yktLU1FRUWaOnWqcnJy9Pe//10XXXSRiouLJUlpaWnV/nxaWlrk+5JUXFxc432NGzdWUlJS5N6dO3cqFAod9jnDz5WdnV1j3aNHj1bTpk2rXMvNzVVubm4t3/lxCASkevVMe7szzjAHmuPVjh1mH/P/b++8w6Oq8jf+vckkoYQSCQk1RAgrIE2R0KQqRUSlGkSwgoAI6oquutJcFkQsICALSFOqFFEpERGQsvQmIEXApRN6ICGkzfv74/xmZAiBJMzMOZO8n+fJo8zczPvJmTv3zPfee86Jjlb3nfoi/furs5CxsSKtW+u2IZ5m3z6Rr79WZ5+Dg3XbkNxERISa2jszzp5Vg86rV1ezBPrioPOsEBAg0rVrxscvXVIL1N78s26d6wm9fPlE7r1XJCpKpEIF15/ISLUeF1Enzt55R2TAAJFBg7SqzJ49W2bPnu3y2OXLlzXZ5C5ybQFSo0YNqXHDVKnR0dHy1FNPSbVq1eQf//iHtGjRQqNd5owaNUoefPBBPeFFi6ovMC+9JHL8uBpAWLy4HhedpKeraRivX1eX1n11kaMGDVQB9cknLEDyAgMGqFtDXnlFtwnJbUREiPz8862fcww6T04WWbDAtwed55SQEJGHHlI/N5OUpGbSurk4WbpUPZ6aqrZz3Op2c2Hi+Clc2Lt/ky5GjVJ3Hrz/vhFrGN3qBPD27dulVq1amoxyD7m2ALkVBQsWlKeeekpGjx4tycnJUqxYMRERuXjxYoZtL168KKGhoc5/FytWTHbt2pVhu8TERElJSXG+VkhIiFiWlelrOl7LWLp0UesGtG2rvrz++GPeWkUZUF/kfv5Z5KefRMqU0W2UcxwLE8bEiOzYoa5qkdzJ1q3qy9/UqXn7yiXxDBERIqdPi6SkZDxL37+/yPr1IitX+vbx0lPkzy9SpYr6uZn0dHVr1s3Fydat6uTXlSt/bRsa+lcx0rSpOlHol8vuoh8zRt3y/I9/iAwdmnuvpBERyQNjQDLDsiyp+v9frH/77bcMz+/evdv5vIgav3Hu3DmJi4vLsJ2IOLfNnz+/REVFZfqaBQoUkPKmLwxWt67I5s3qjEv9+upMTV4gPl6kUyeR4cPV4LfmzXUb3T3t26tpND/9VLcJ8STvvy9SubJIt266TUhuJCJCnZy5eXzg11+rW3ZHj85dg869hb+/Oj43aybSo4fqd+bNU4s4Xr6sJhLZuFFk5kw1rqtSJbUeSY8eqn/KztospvPll+pv7N9f9cEsPnI9eaoASUhIkO+++04eeOABCQwMlNKlS0t0dLTMmDHDZWaqjRs3ysGDB6X9DQOP27ZtK5ZlyfTp011ec9q0aVKgQAFp1aqV87F27drJypUr5cSJE87Hrl69KgsXLpQnn3zSZcYtY4mIUGe1mjYVeeIJdVk0k9nEcgU7dqg531esULeevfOObiP3YLOpRZvmzlVn2kjuY9UqdcVu6FD1hYYQd3OrxQi3blW3+730klp7iLgXy1JXPerUUXcmDBggMm2a6pd//lnk4EG10OM33/h+3zxhgkifPqqv+vhjFh95Bb2zAHuO559/HkOGDMGSJUuwdu1aTJ8+HdWqVUNgYCB+uWEe79WrVyMgIADt27fHzz//jJkzZ6Js2bKoXr06Um5aD6NHjx7Ily8fPvnkE6xevRrvv/8+/Pz8MHz4cJftzp07h1KlSqF69epYtGgRli5dikaNGqFIkSI4cODALX2NnVc6LQ145x01D3ePHkBysm4j92K3A//5DxAUBDz4IHDokG4j93PliloX4u23dZsQd2O3A3XrqjUK7HbdNiS3kpCg+oCvv1b/josDypQBoqO51pAuLl0CunVT70v79sDZs7qNcsakSepv6NfPZ45hxn5f8zFybQEybNgw1KhRA8HBwfD390dYWBg6dOiArVu3Ztj2559/Rr169ZA/f34UK1YML7zwAs6dO5dhu9TUVAwePBjlypVDUFAQKlWqhLFjx94y//Dhw2jXrh2KFCmCggULonnz5tixY0emvsbv0FOnAgEBQJMmwPnzum3cw9WrQJcu6uDXu3fu7kjfeUctphgfr9uEuJPvv1f77/Lluk1Ibic0VC0Kl5ICNGoEhIcDJ07otiLz5wPFiqmFZ7//XrdN9pgyRS1+3KePzxQfgA98X/MRLMDXr93lDhyzKmzbtk3fLFh3Yu1aNdViSIganF6pkm6jnLN3r0jHjmq2r0mTRLwxzbFOTpxQ0z9+/LEa5Ed8H7tdpEYNNVPdL7/wtgXiWWrVUrM8BQWJjB+vbv17+GHdVkRELR7co4fI4sXqlrjPPzd/1qzp09WaMT17+tzUzT7xfc0H8IHBCMQYGjZUg9MDA9VA9cymZTSd6dPVQlE2m7qPObcXHyJqdprOndVg0bQ03TbEHcyeLbJnj1qJ2Yc6b+KjRESIzJ+vZir64gsWHyZRooTIDz+IfPWVyLffqhMTv/6q2ypzZsxQxUf37iLjxvH4lUdhAUKyR/nyaoXw+vVFHntMnbnwFa5dE3n5ZZEXXlBfxjdt8u2rONnlrbdEjh5V07US3yYlRWTgQJGnnlInAwjxNBERIhcvqmNor166bcjNWJZ6b377Ta0n0rSpmlHq+nXdZq7MmiXy/PPqSs1//pP7phImWYbvPMk+hQursy19+6qZK157zfyz6gcPqi9qs2eLTJmifgoU0G3lXWrWVNM9fvqp78+akteZPFktYjZ0qG4Tkldo3VqtKcQz1mZz773q9riRI9XVqlq11LS+JjB3rpoq/LnnRCZOZPGRx+G7T3KGzabuM/3Pf9QUeq1bq3nLTWTuXHUQTklRVz1efFG3kT7eektkyxaRdet0m5Cccu2ayL/+JfLss3lrkVCil5YtRebM4UKXvoC/vzrWb9umbpmuU0edrNB5onDePHXMevZZdasYi488D/cAcnf07KlWDN+6VV1hOHRIt9FfJCerqzOdO4u0aaO+eFerpttKL61aqRV5uTCh7zJ2rFqgbMgQ3SaEEJOpWlWddPvHP0QGDVLjdg4e9L7HwoVqrGVMjMjUqVyviIgICxDiDpo1Uwc5QJ1pWb1at5G6PaVBAzXD1fjx6r7TQoV0W+nHz0/k739Xt9Dp6IjI3XH5slotuUcPNR6LEEJuR2Cguvqxfr0aw1OzprqN7obFlz3KokWq8OjUSU0Aw+KD/D8sQIh7qFhRZONGkQceEGneXF1i1cX33yuPixfVgPlevXjP8o08+6yauvXzz3WbkOzyySdqUOmAAbpNCCG+RN26Ijt2qMHfr72mroafOOHZzB9/FHn6aTV9/zffqFu3Cfl/WIAQ9xESIrJsmTo726OHOtOenu69/NRUNetH27ZqBpDt20U4R3dG8uVTHdC0aSLnz+u2IVklLk5k1CiRfv1ESpbUbUMI8TUKFlS3cP70k8jvv6tbtGbO9MykJEuWiHToIPLkkyqDxQe5CRYgxL0EBKipeceMUWtOPPmkyJUrns89flykcWOV+fnn6p7TokU9n+ur9O6trgqNH6/bhGSVYcNUJ/7OO7pNCCG+TIsWIrt3izz+uEjXruoqhTtPRsXGirRvr15/9mz1vYCQm2ABQjzDa6+JLF2qZluqX1+NyfAUsbHqlqsTJ9Rq7W+8wVuu7kRoqJqLfexY8+aJJxk5elTNOPf22yL33KPbhhDi64SEqCsTc+eKrFypJmhZsuTuX3f5cnUXQqtW6rVZfJBMYAFCPEfLlmpcSFKSSHS0+6d+TUsT+eADtSBinTrq/lYuypZ13nxTzaY0c6ZuE3InhgxRV/Ref123CSEkN/H00yJ79qjbldu0EXnlFZGrV3P2WitWqMVRH31UrcgeGOheV5KrYAFCPEvlyiKbN4vcf7/II4+oWTDcwenTarD78OHq1pQffxQpVsw9r51X+Nvf1C1yn37qvRlRSPbZt099bj74QCQ4WLcNISS3UbKkyOLFanHAWbNEatRQdxNkh5UrVX/StKnIggVcL4bcERYgxPMUK6Yuy3brJvLCCyLvvnt3X3hXrVK3XO3frw56773HRY1yyltvqS+4sbG6TUhmDBggUrasOjNJCCGewLLU5DG7domUKqXGVL7zjlpP6078+qu6etKwoRp/yeKDZAF+ayPeITBQrcnx6aciH3+sZsdISMjea9jtaj7zRx9Vs3fs3KkOkiTnPPywSO3aXJjQVLZuVWcTBw9mp04I8TwVKqiC4qOP1KQuDz2k+trMWLtWpHVrte7WokVqlkVCsgALEOI9LOuvRfBWrFBffo8dy9rvnjunDnIDB6ozwj/9JBIe7lnfvIBlqasgK1fevpMh3mfdOlWoV6mirh4SQog38PdXVz+2bFF3F0RHq9udb55Wf/16NQazbl21/lb+/Hp8iU/CAoR4nzZtRP77X7Wqc3S0Gqh+O9avV7dcbdumbhUaPJirqbqTDh1EypXjVRBTSEtT+3jjxurWq6VLub8TQrxP9epqDGf//moMWqNGIocOqec2bFAzXdWurU4qFiig15X4HCxAiB6qVVMHtgoVRJo0UXOF3wygVn5u3Fjk3nvVGfoWLbyumuux2dTUxXPmeH5lXHJ7jh5Vn4d//Utd7Vu9WhWHhBCig6AgNdHLmjVqMdQaNdRdCC1bqhODixerBQ4JySYsQIg+wsJEfvlFTQPYpYv6wuUYnH7pkppL/O23/7pFqHRpvb65mZdfVp3IF1/oNsm7zJunOvfjx9U92IMGcfVgQogZNGigTgI+95wai1m9uro6y+KD5BAWIEQv+fKpKUaHDVNnfTt3VmdaHnxQDW778UeRESO4mJGnKVRIzbI0cWLO54AnOSMxUaR7d1WIt2ihOvmHH9ZtRQghrgQHi4wfr2bKWr6c04KTu4IFCNGPZampdBcsUCuxNm4sUry4yPbtarwI8Q79+qkvw5Mn6zbJO2zfrort2bNFvvpKrRwcEqLbihBCMqd6dY75IHcNCxBiDu3bq8Hpn36qZgCKjNRtlLcoU0YkJkZk1Cg1EJp4Drtd5LPP1OwxBQqoQuTll1UxTgghhORyWIAQs6hRQ03VGxio2yRv8tZbaiD0woW6TXIvcXEijz+u2rpvXzUL3H336bYihBBCvAYLEELIXzzwgEizZmr2MUC3Te4jNlbdvrB9u8iyZepqHxcYJIQQksdgAUIIceWtt9QCVOvW6TbJPSQnqyt7jz2mxnz89puaQ58QQgjJg7AAIYS40qqVSOXKalYyjgW5e/bvV2M9xo5V4z6WLBEJD9dtRQghhGiDBQghxBU/PzX18apVamKAa9d0G/kmgJrZqlYtkaQkkU2bRN58U7UvIYQQkodhT0gIycgTT6g1WH75RaR5c5GLF3Ub+RaXLql1PXr0UItsbtumxtcQQgghhAUIISQTWrVSV0EOHlQL4x0/rtvIN1i3TqRmTZEVK0S+/VZk0iSuFkwIIYTcAAsQQkjmREeLrF+vbiGqV09k717dRuaSliYyeLBaSDMiQq0W3KmTbitCCCHEOFiAEEJuz9/+phaIDA1VV0I4O1ZGjh4VadJEDdwfOFBdOYqI0G1FCCGEGAkLEELInSlZUuTXX9WtRc2biyxapNvIHL79Vi2gefy4aqNBg0RsNt1WhBBCiLGwACGEZI0iRdRCem3aiHToIDJxom4jvSQmirz8skhMjEiLFiI7d6orRIQQQgi5LSxACCFZJyhIZM4ckd69RXr2FPnww7y5Yvr27WpBwTlzRCZPFpk7VyQkRLcVIYQQ4hPwPgFCSPbw9xcZM0akVCmRf/5T5PRptciev79uM89jt4uMGiXy7rsiVauqQuS++3RbEUIIIT4FCxBCSPaxLJH33xcpUULklVdE4uJEZs0SyZdPt5nniIsTef55kZ9+Evn730WGDVNXhAghhBCSLViAEEJyzksviYSFqUX3WrQQ+eEHkaJFdVu5n9hYVXyIiCxbptZIIYQQQkiO4BgQQsjd0aaNWjF9716Rhg1FTp7UbeQ+kpNF3nxT5LHH1JiP335j8UEIIYTcJSxACCF3T716an2Q+HiR+vVF9u/XbXT3rFsnUreuyJdfinz+uciSJSLh4bqtCCGEEJ+HBQghxD1UrqwWLCxUSKRBA5GNG3Ub5Yz160UefVRdzQHU3/HGGyJ+PFwSQggh7oA9KiHEfZQpI7J2rUiVKiLNmqmrBr7Cf/+rFll8+GGRs2dFFixQs1w98IBuM0IIISRXwQKEEOJeQkJEli8XadlS5KmnRKZO1W10e/77XzWAvkEDkTNnRObPV4sKtm/Pqx6EEEKIB2DvSghxP/nzqy/y3burmbKGDzdvwcING1SR1KCBWstk3jyRXbvUKu8sPAghhBCPwWl4CSGewd9fZPx4kZIl1Zohp0+rRfx0f7nfsEFkyBC1nsf994t8+y2LDkIIIcSLsAAhhHgOyxIZNEgtWPjqq2oxv6+/1rOA38aNIoMHq8KjShWRuXNFOnZk4UEIIYR4Gfa8hBDP07OnuiXr++/Vmhrx8d7L3rRJZdarJ3L8uCo8du9Wiyey+CCEEEK8DntfQoh3aNdO5OefRXbsEGncWN2S5Uk2bxZp3Vqt5XH0qMicOWohQRYehBBCiFbYCxNCvEfDhmqa3vPn1YKFf/zh/ozNm0Uef1ykTh2R//1PZPZsdcUjJkaNSyGEEEKIVliAEEK8S9WqaurbfPlUEbJli3ted8sWkTZtVOFx5IjIrFmq8OjcmYUHIYQQYhAsQAgh3iciQmTdOpGKFUWaNlUDw3PK1q2q8IiOFjl8WBUee/aIPPMMCw9CCCHEQFiAEEL0UKyYyIoVqgBp00Zkxozs/f62bSJPPCFSu7bIoUMiM2ey8CCEEEJ8ABYghBB9FCgg8t13Is89J9Ktm8gnn9z5d7ZtE3nySZGHHhI5eFAVLnv3inTpwsKDEEII8QG4DgghRC82m8hXX6kFC99+W82ONXJkxpmqtm9XCwj+8IO6deubb3i1gxBCCPFBWIAQQvRjWSJDh6oFC/v1EzlzRmTqVJHAQDVt75Ahag0RR+HRubMqXAghhBDic7AHJ4SYw2uviYSHi3TtKnL2rEhwsMiiRSJRUWoF9WeeYeFBCCGE+DjsyQkhZtGpk0hoqEjbtiJhYSLTp6vxHSw8CCGEkFwBe3RCiHk0bSpy7JhIwYIsPAghhJBcBmfBIi7Mnj07T+fTwYx8EZHZS5dqLT6MaAM6aM+ngxn5JjjozqeDGfnEPeSpAuSrr74SPz8/KVSokMvjL7zwgvj5+WX4qVKlSobXSE1NlSFDhkhkZKTky5dPKleuLGPHjr1l3pEjR6R9+/YSEhIihQoVkhYtWsiOHTs88re5C90fbN35dDAj3wQH3fl0MCOfDmbkm+CgO58OZuQT95Bn7m04efKk9O/fX0qVKiVXrlzJ8Hz+/Pll1apVGR67mVdffVVmzJghQ4cOldq1a0tsbKy8/vrrcvXqVXnvvfec2507d04aNmwoxYoVk6lTp0pQUJAMHz5cmjRpIlu2bJG//e1v7v8jCSGEEEIIMZw8U4D06tVLmjZtKkWLFpX58+dneN7f31+io6Nv+xp79+6VKVOmyLBhw+Stt94SEZFGjRrJhQsXZOjQodKrVy8JCQkREZGRI0fKhQsXZOPGjVK2bFkREXn44YelQoUKMnDgQJkzZ46b/0JCCCGEEELMJ0/cgjVjxgxZu3atjBs3TgDcchvH45k9LyKyaNEiASAvvviiy+MvvviiJCUlSWxsrPOx7777Tpo1a+YsPkREChUqJO3bt5cff/xR7Hb73fxJhBBCCCGE+CS5/gpIXFycvPHGG/LRRx9JqVKlMt0uKSlJwsPD5fz581KqVClp27atfPjhh84rGiIie/bskbCwMAkLC3P53WrVqomIukLieK0jR45Ihw4dMuRUq1bN+XxUVJTz8evXr4uIyL59+3L+x7qBy5cvy/bt2/NsPh3MyDfBQXc+HczIp4MZ+SY46M6ngxn5ju9pSUlJ2hxyBcjldOjQAQ0bNnT++/nnn0dwcLDLNl988QXGjRuHtWvXYt26dRg6dCiCg4NRuXJlJCQkOLdr3rw5KleufMucoKAg9OrVCwBw8uRJWJaFESNGZNhu1qxZsCwLGzdudHl8xowZEBH+8Ic//OEPf/jDH/4Y/jNjxowcfzclQK6+AjJ//nxZvHix7Nq167bb9e3b1+XfDRo0kAceeEDatGkjX331lbz++uue1BQRkZYtW8qMGTMkMjLyloPfCSGEEEKIXq5fvy5//vmntGzZUreKT5NrC5CEhAR57bXXpF+/fhIeHi6XL18WEZGUlBQREYmPjxebzSYFCxa85e+3bt1aQkJCZNOmTc7HihUrdstiJjExUVJSUqRYsWIiIhISEiKWZcnFixczbOt4zLGtg9DQUHn22Wdz8JcSQgghhBBvUb9+fd0KPk+uHYR+/vx5OXv2rHzyySdyzz33OH/mzJkjiYmJEhISIt26dbvta+CmAenVqlWTc+fOSVxcnMvju3fvFhGRqlWrioiavjcqKkp+++23DK+5e/duKVCggJQvX/5u/jxCCCGEEEJ8klxbgJQsWVJWrVolq1evdv6sWrVKWrZsKfny5ZPVq1fL0KFDM/39H3/8US5fviz16tVzPta2bVuxLEumT5/usu20adOkQIEC0qpVK+dj7dq1k5UrV8qJEyecj129elUWLlwoTz75pPj55dqmJ4QQQgghJFMs3HyaP5fzwgsvyIIFC+Tq1asiInL06FHp0aOHdOrUSSpWrCgAZM2aNTJy5EgpX768bNq0yWVMxiuvvCLffPONDB06VB566CFZvny5fPTRR/Lvf/9b3n33Xed258+flxo1akhoaKh8+OGHVbjunQAAIABJREFUEhgYKB999JHs2rVLNm/ezIUICSGEEEJIniTXjgHJDMuyxLIs578LFy4sBQoUkH//+99y+vRpsSxLIiMjpW/fvvL+++9nGBD+5ZdfSunSpWXMmDFy5swZuffee+WLL76QPn36uGwXGhoqa9eulf79+8vzzz8vaWlpUr9+fVm9ejWLD0IIIYQQkmfJc1dACCGEEEIIIfrgQARCCCGEEEKI12ABQgghhBBCCPEaLEAIIYQQQgghXoMFCCGEEEIIIcRrsAAhhBBCCCGEeA0WIIQQQgghhBCvwQKEaOP48eO6FbTDNlCwHdgGIiKnTp0SERG73a7ZRB/cDxRsB7aBCNtAJPe2AQsQ4nWuXLkiHTt2lHLlysmRI0e8nn/16lUZP368LFy4UH7//XdJTU0VERFvLomjuw1E2A4ibAMRkYSEBPn6669l9erVcuLECefjutrgwoUL4ufn/a5J976gez8Q0d8GIvrbgW3ANnCgux1MaAOP9g8gxIsMGTIEAQEBaNCgAZYsWYK0tDSv5o8ZMwbBwcGoUKECihQpgsKFC+OVV17xqoPuNgDYDgDbAAA+//xzBAcHIzIyEvny5UOpUqXw73//26sON7bB0qVL8+TnQfd+AOhvA0B/O7AN2AYOdLeDCW3g6f6BBQjxChs2bEB4eDjKlCmDSZMm4eLFi7Db7V51WL9+PcqVK4fRo0fj6NGjOH36NF599VX4+/ujb9++SEhI8Gi+CW0AsB0AtgEAxMbGonTp0vjyyy9x8OBBHDhwAG3atIGfnx+GDRvm8fy1a9eiZMmSiIyMxH/+8588+XkwYT8A+HkA2AYA28ABjwne6R9YgBCPc+3aNQwYMACWZWHq1KlIT093Pnf16lWP5zs+vL169UJkZCSOHz/ufOzs2bMYOHAg/P39MXXqVKSkpHjEQXcbAGwHgG3gID09HZ06dcIDDzyAixcvOs+uHT58GM8//zyCgoKwatUqj+VfunQJXbt2hWVZ+Pnnn12eS0xM9FjujejeF0zYD3S3AaC/HdgGbAMHutvBhDYAvNc/sAAhXmHPnj2Ijo5GnTp1AABJSUl444038PDDD6NRo0Z45513sGvXLo9kOz7EHTt2RL169ZyPOQ4sZ86cQaNGjVC1alXs3bvXIw6A3jYA4DyI5OV2yKv7wo1n0Bxt0LBhQzzxxBPOxxzbbN++HVWqVEHTpk1x6dIljzgAwIoVKxAZGYnWrVsDUIVH//790aJFCzz++OMYOXIkjh8/7rb8m9H1ebixHXQfE/Lq5+FG2AbsGxyYsC/oaANd/QMLEOJ2rl27BkAd1Bw7bWpqKqZMmQI/Pz+0b98eYWFhqFq1Kl5++WW0atUKfn5+qFixIv7444+7zv/zzz9x9epVpKamOj1SU1PRt29fFC9e3Jlx4z2VP/30E2w2Gz777LO7zr+VA+DdNgCArVu34tixYzh//jwAdRBJSUnxajvc7AAAKSkpXmuHMWPGYPz48RneB2+2QWYO3mqDESNGoEuXLvjzzz+dj127dg2PP/44atSo4fyS72iDlJQUTJgwAZZlYcGCBQAyFg/uchg4cCAsy0KPHj0QFhaG+++/HzExMahduzYsy0Lz5s3dVoTs3LkTZ86ccR6fvP15uDkf8O5nAXA9Njvw9ueB/YP+/oF9g0J3/6C7bwD09g8sQIjbWLt2LerVq4c333zT5XHHznns2DF07NgRISEh+Pzzz3HhwgVcv34dADB58mSEhYWhXbt2Oc5fvnw56tatiwceeABRUVF4+eWXXSr0r776CgULFsQnn3ySwe3ixYt47LHHULVq1RznZ8Xh6NGjHm0Dh0PNmjVRoUIFFC1aNMPZmkmTJnmlHW7n4I12mDp1KizLwj333IM9e/YA+Ovv9Ma+kJmDA09/Hn766SdERUWhUKFC+PLLL52v7TjDNXToUAQGBmLu3LnO33G0wYEDB1CzZk00bNgwx/m3c3Dk7NixAw0aNEB4eDhGjx6N8+fPIykpCQDwr3/9C0WKFMHrr79+Vw4rV65E1apVERUVhfDwcLRq1Qp79+51tsOECRM8ui/cKf/PP//0+GfhTsdmb3we2D/o7x/YN/yF7v5BZ98AmNE/sAAhd01iYiJGjhyJkJAQWJaFKlWqYPv27QCQYeaG2NhYTJgwARcuXHB5PCkpCZ06dUJYWBgOHjyYrfxLly6he/fuyJ8/P3r27ImxY8fimWeeQUBAAJ566inndna7HREREYiOjnYe8Bx+qampGDFiBAIDA7Fz585st0FWHTzVBoC6R/W5555D/vz50atXLyxcuBCDBg1CmTJl0LhxY+d2nmyHGx169uzpdChdurSLA+C5dnDw3nvvoUqVKihZsiS6du3qcs+uJ9sgM4du3bpluG/YE21w7NgxtG3bFjabDX369MHhw4ednYrdbnf+/9WrV1GkSBF06NAhw1mu5ORkvPrqqyhRogQOHTqU7b/7Tg43njGbPHkyJk2ahMuXL7u8xvXr11G7dm08+OCDOHnyZLYdAGDx4sUoVaoUevbsidjYWAwYMABRUVGIjIzE/PnznT5ly5b1yL5wq/wKFSogMjLSefYQAJYtW+aRz8Kdjs2O98GTnwf2D/r7B/YNGdHdP+joGwAz+gcHLEDIXTNt2jSUKFECzz33HAYPHowiRYrgpZdecj5/4xeOG28/cDzn2Kn/9a9/oXDhwjh79myWsxMTE/H++++jcuXKmD9/PpKTk53P/fOf/4RlWS73S06bNg2WZeGdd95xufwPADNnzkT+/Pmz/aHOzMFutzsdfvvtN+f27m4DQB0YevfujVq1aiE2NtalHYYNG4bChQvjxIkTzsc80Q7ZdXCc6XbgjnZweABAv3798Mgjj2DkyJHw9/d3DnZ2PO+JNsjM4eOPP3ZxcOCJfSEiIgKWZWHWrFkA4DKQ8WaGDRsGPz8/fPnll87HHG0watQoFC1aFBcvXsxWfnYdrly54vLvG9ugT58+KFOmTI4HfD777LOoW7euS3Fz5MgRhIeHo1atWtiwYQMAdcbTE/vC7fIfeughbN68GUDGAabu+izc6tj84osvuuQ4/k5PfR7YP+jtH9g3ZHQB9PUPOvsGwIz+wQELEJJjHB/K2NhYdO3a1Xkp+cknn0SJEiWwaNEiABnPcgFqJ77xLOjp06dRv3591K9fP1uz4MTFxaFr1654++23nZcQHcybNw82mw3fffedy+MtWrRAWFiYy4cqJSUFb775JipXrpztD3VOHAD3tYHjNZYsWYKJEye63NsMqANdmzZtMvyeO9shpw6A+9rhRtLT0/H0009j4MCB2Lt3LypVqoTGjRvj8uXLLgdcd+8LWXW4+Z5Zd7SBo81nzZoFy7LwwQcfOJ+bN28eBg8ejNGjR2PFihUujtWqVUOFChWwcOFC5+NJSUno2rUroqOjMxQI7na4+XcdHD16FPfffz9atWqFlJSUbN9nfO7cOee90w4cX3xmzJiBQoUK4bnnnnM+17x5c7fuC1nJf/75511+x93HhOwemz1xTGD/oK9/YN9wa3T3D97uGxyvA+jtH26GBQhxO2vXrkV4eDgee+wx5wcksyo7LS0N586dw4cffoiIiAjMmzcv23n79+93/v+NZwmWL18OPz8/51lGx1nUffv2oVmzZggMDMSQIUMwb948jB49GqGhoRg+fHi287PjcCvc0QaZ8dNPPyEiIgINGjRAt27dMG/ePMTHxwMA9u7d6/Z2yKrDrfYLd7WDo+3btWuHPn36AADGjRsHy7IwceJEl2337NnjkTbIjsONX7zd1Qb16tVD+fLlMXbsWNSsWRNFihTB/fffD5vNBpvNhpEjRzrPsG3ZsgVRUVEoVqwYvvrqK/z8888YM2YMihcvjnHjxuUoP6sOji/kN+4H6enpOHfuHD744AOUL18esbGxOXaoUqUKOnbsCMD1liNAvTelSpXCDz/8AMAzn4es5C9btsz5vANPHRMyOzY79kFPHBuz6nAr2D94bl/Ii32D47UAff2D7r4BMKN/AFiAEDdyYwfap08fFC1aFGPGjAHgejCx2+1ISkrCxIkT8fnnn6N69eooXLgwpkyZ4pZ8R9awYcNQqFAhnDp1yvmc4wvAwYMH8dprryE0NBTlypVD6dKlna6ednB4eKINHK99/fp1PPvss7AsC+3bt0f37t1Rr149+Pv745NPPnFe4j5w4IBH2iErDo4vn9euXfNIO9SpU8c5U8n+/fvRsmVLVKxYEatXr0bHjh1x5swZAJ5rg6w4OM6guasNHB3W9u3bYVkWihUrhp49e2Lv3r04e/Ysdu/ejZiYGOTPnx/ff/+9c59cu3YtOnXqhIIFC6JMmTIIDw/H2LFjc/Q3Z9cBUPtLYmIixo8fjwkTJqB69eooWrQovv766xw5OG7reeONN1CwYEHnfdTp6enOv3nDhg0IDAzEm2++6Twz7a7jQnbzHV9+PfVZyMqx2VvHxts5ODzYP3imDdg3/IXu/sHbfQNgRv9wIyxASLa51SXzm587evQoKlasiAcffBBHjhzJsN3ly5fRuHFjVK1aFW+++WaG2y9ymu/AbrejU6dOqFu3rvPfN/7XQXx8PHbu3Jml13SXg4O7aYM7OcTFxWHMmDFYu3aty+wWTZo0QZUqVXD48GGX7T3RDndycEz75+59wfH7jRs3xoABA5yPz5kzBzabDQEBAahevXqGedzd2QZZddi3bx8A97aB48vNO++8g969e2cY3H3kyBFUrFgRMTExGV7r9OnT+O9//3vXbZBVh6efftr52MWLFxEVFYWoqCi8/vrrbvk8zJs3D/ny5UO/fv1ctnF8Fps1a4Z69epluM0hJ/vC3eQ72suTx4Q7HZu9cWxk/3BnBweeaoO80jdk5uDN/kF333ArBx39Q2awACGZcu7cuQwzQ9zI3r17MwyUAv7awUeOHIlChQrh3XffBaAq+VOnTiEhIQGAqvrj4uLcng+oQZ1ly5Z1Zju4du2a83Wy8iHylIPjNe/UBtl1uPG5W/3/1KlTERQUhP/973/Ox283CM0bDoA6y+TOfSEpKQllypRx3l4zceJE3HPPPQgODkb+/PmxevVql9dydxtkx8GR7e42SE5Odhkg6MhJT09H69atUbFiRedn8eaZqXQ4AGqtjFOnTt3WwdEBZ+a7d+9e52vGxcWhQ4cOsNlszg7dse4DAAwePBglSpRwjk/Iyr7gyXzgzvtBVh1ycmx2fBnMypccTzlktX/IaT7gvv7BUw5Z7R+yk++pvsGTDoBnPg/u7h88lZ/VviEnDp7oH7ILCxCSgZ07d+LRRx9F7dq1UbduXUyYMAHnzp0DoA7KKSkp+PDDD2FZFhYvXpzh9x07cmpqKho0aIAKFSrg22+/xZAhQ9CoUSNs2rTJY/mOD8m6detgWRbWrFkDQE2DOHr0aLRv3z5LC5t52uHYsWMedbgVycnJ6NSpEyIjI3HmzJksdS6edrjTF52c5Kenp+PatWuoW7cunnvuOURHR6NAgQJ49913MW/ePERERKBt27YZBoSa6nC378HNYw+uX7+O8uXLo23btlke3O1ph6x82du9eze6d+/uHDNxM6mpqS4Ojv3bMRVugwYNMgzafPzxx1GnTh0kJibe8fPg6XxPtMHN3OnYfLuxCN5yuFP/cDf57uofPO1wp/7hbt+Dm8lJ3+Bph6wUwTlxcOexWXd+Th1uxB39Q07xE0JuYNasWdKsWTMJDQ2Vtm3bSsGCBeWNN96QmJgYSU5OFn9/fwkICJASJUpIZGSkBAQEZHgNPz+1W9lsNnn55Zfl5MmTEhMTI8OGDZNHH31UoqOjPZovIrJixQopXLiw3HvvvbJs2TJp2bKlvP3221K1alUpU6aMx9vgTg5ly5b1qAMAl39fv35d5s+fL/v375c333xTwsPDne+TTgebzeb2fMffderUKZk1a5bce++9snr1ahk+fLi0bt1aOnfuLL/88oucOnXqtn+/CQ7ueA/8/f3FsiwREUlKSpLx48eLiEj37t0lICDA+ZxOB39//0zz09LSZPTo0VK3bl2ZPHmyLFiwQOLi4pyv7cBms0nJkiWdDo68li1byoABA2Tbtm3y3HPPyZo1ayQuLk4WL14shw8flqeffloKFCiQ6efBW/meaIObudOxuXbt2todMusf3JUvkvP+wVsOmfUP7si/277BWw636xvuxsEdx2bd+Xfr4MAd/cNd4bHShvgUjiq3devWePLJJ13mpR81ahQCAgLQr18/58CohIQEl7m8byYhIQHLly9Hq1atYFkWXn311Qxz3XsqPz09He3atcN9992HF154AZZloXPnznecLi63OQDA5s2bERsbi5iYGOeA19ttb4LD3eY7zpytWLECixcvznCP66lTpzLMM2+ag7vfgx07dmDFihXo3Lkz8uXLh3/+8593PMNogkNaWhomTJiA0NBQxMTE4MUXX0RQUBDmzZvncmbOccY2MTHRxeHG2wqmT5+O0qVLw8/PDw8++CCCgoLQvXv3255p1J3vDoebye6x2QQHd+bn9Nis28Hd70FO+obc4HC3x2bd+e5wuJmcHJvdAQsQ4uT48eOw2WyYPHkygL/ugY2Pj8cHH3yAwMBAzJ071+XybHJy8i131DVr1qBcuXKoUaNGllcLdVf+2bNnERYWBsuy0KBBA2zdutXrbWCCw/Lly9G2bVuULVsWjRo1cq4+7AsO7sq/1cE4q+h2cFf+okWL8PjjjyM8PBwNGjTQsh/k1CEtLQ3jxo1D69atcezYMVy5cgWVK1dGkyZNbrsCb2bHpYMHD2LhwoUYM2YM9uzZY3y+JxxycmzW7eDO/Jwem3U7uDM/p8fl3OaQk2Oz7nx3O9xN/3C3sADJw9w89eGxY8cQFhaG999/H4DrQMRTp06hWrVqaNy4scuKpQ7i4+Nd7mG+cOEC1q9f79V8x/anTp1C//79nQO88pqDYwDjxYsXsWrVqju+DyY4eOp9yA66HTz1Hpw5cwYLFy50GVjpKw4AXAap2+12TJ8+HZZlYdSoUc6rB5ndp3zzcSkr6M73tENWjs0mOLg7/26PzToc3J1/t31DbnG4m2OzjnxPOOTk2OxuWIDkMdLS0jB58mTn5e4bd+ozZ87goYceQsOGDXH+/Hnn9g6mTp0Ky7KwfPlyl+cmT56MsLCwLB1IPJm/bt067W1Ah6w76N4XTXDQ/R74goMDR6d99epVNG/eHH/729+wbdu2TF/TXe+DN/Lp4Pl8E/bFuz0ueiM/Lzjo3hdN+Dxm9X3wJByEnof47rvvpEyZMtK9e3eZOHGiiIhzgBEACQ8Pl8aNG8vOnTslNjZWRMRlYGSDBg2kfPnyMm3aNJfnzp07J+fOnZNDhw5pzT98+LD2NqBD1hx074smOOh+D3zB4UYcg1KDg4Plgw8+kD///FNmzZolly9fvuXrnj9//q7fB2/k08E7+Sbsi3dzXPRGfl5x0L0vmvB5zMr74HG0lT7EayQlJWHChAmoVKkSoqOjUa5cOdSqVct5r2BaWpqzsr548SIKFCiAFi1aOBeIclyqS01NRZMmTdC8eXMkJSU5f+fs2bPOhYNMzKeDOQ66801w0J3vSw6ZkZqaip49eyIkJAQrVqxwOt04za073gdP5tPBjHwTHHTn08GMfFMcvAULkDxASkoK6tatizp16uDIkSMYN24cChUqhL///e8u2zku5Y0YMQL+/v54++23M7xWtWrV0L59e5/Kp4M5DrrzTXDQne9rDplx8OBBhIeHo1OnTtiyZQs+/vhjPPHEEz6TTwcz8k1w0J1PBzPyTXHwFixAcjmOannbtm3Os5ZpaWl4+OGHERkZ6VwE6ebFaB577DEUKVIEn376KZKTk5GUlITFixfj3nvvxYIFC3wmnw7mOOjON8FBd74vOtyOIUOGwN/fH6VLl4a/vz9efPFFAJkPvjQlnw5m5JvgoDufDmbkm+LgTViA5DEc80t///33CAkJQUxMjPM5u93uPOO5f/9+vPTSS7AsCxUqVMBjjz2G/Pnz49lnn73jnPEm59PBHAfd+SY46M73FYebSUhIwLp16/DUU0/Bsix06NABR48e9dl8OpiRb4KD7nw6mJFvioMnYQGSh+ncuTNCQ0Mxc+ZMAK5TbDqYM2cOBg8ejJ49e+KXX37JVfl0MMdBd74JDrrzfcnhhx9+gGVZqFSpkpb3wZP5dDAj3wQH3fl0MCPfFAd3wwLEx7l06RLGjBmD/fv3Z/l3HJfvdu7ciTJlyqBx48a4ePGi87nszFuvO58O5jjozjfBQXd+XnG4du0axo0bZ2w+HczIN8FBdz4dzMg3xcEk/AcPHjxY90xcJGd8+OGH8vTTT8uhQ4ekZMmSct9990lgYOAdf8/Pz08ASIkSJeTcuXPy448/SsGCBaV+/foSGxsrf/zxh5QrV845vZup+XQwx0F3vgkOuvPzkkNAQIDUrl3byHw6mJFvgoPufDqYkW+Kg3F4t94hd4vdbsfVq1fx0ksvISoqClOmTMGBAwdw+fLlbL2O4/LdpUuXUL16dVSsWBFPPvkkLMtC3759nStpmpZPB3McdOeb4KA7nw5m5NPBjHwTHHTn08GMfFMcTIYFiA+yfv16lC5dGjNnzryrHe/69es4f/48WrduDcuyULFiRSxcuND4fDqY46A73wQH3fl0MCOfDmbkm+CgO58OZuSb4mAqLEB8kN69e6N69erOfycmJuKzzz7DpEmTsHr1aueMNHdasGbJkiW47777EBgYiE8//dRn8ulgjoPufBMcdOfTwYx8OpiRb4KD7nw6mJFvioOp3PmGXmIMdrtdRETi4+PFz89P7Ha7TJs2TV599VUJDw+XhIQEuXTpksTExMg333wjNptN7Ha7+Pn5ZXgtm80mu3fvliZNmsimTZukSJEixufTwRwH3fkmOOjOp4MZ+XQwI98EB935dDAj3xQH49FdAZFb8/vvv+PEiRMAMs733KVLF1SsWBFz5sxBnTp1MHbsWJw8eRIXLlxA37594e/vj7feegvAravq9PR0AHAudGNiPh3McdCdb4KD7nw6mJFPBzPyTXDQnU8HM/JNcfBFWIAYxunTp52LyIwbN86509ntdufO+d1338GyLDz44INo1KgR4uPjkZycDAA4deoUnn76aQQHB2f6gTA5nw7mOOjON8FBdz4dzMingxn5JjjozqeDGfmmOPgyLEAMYs2aNWjSpAnKlSuH4sWLo27dutizZ0+G7Q4dOoRHH30UlmWhU6dOzscdMyVMmDAB+fLlw6pVq3wqnw7mOOjON8FBdz4dzMingxn5JjjozqeDGfmmOPg6GW82I1pITU2VJUuWyIYNG2TQoEEyceJE2bx5s8ybN08SExNF5K97CsuWLStdunSRggULyt69e2X37t0iIgJARESCg4MlOTlZQkNDfSafDuY46M43wUF3Ph3MyKeDGfkmOOjOp4MZ+aY45Aq8W++QzLDb7di4cSO2bt3qfCwmJgYlSpTAmjVrXLYDgDNnzqBPnz6wLAuvvPIKAHX/4NmzZ9GmTRt07NgxW/cM6s6ngzkOuvNNcNCdTwcz8ulgRr4JDrrz6WBGvikOuQEWIAZit9tht9uxY8cOFC5cGC+99BLOnj0L4K8BSQCQnJyM5s2bw7IsVKpUCV27dkW1atVQqlQprFixwmfz6WCOg+58Exx059PBjHw6mJFvgoPufDqYkW+Kg6/iP3jw4MG6r8IQVyzLEsuyJDw8XK5duyYTJkyQ2rVrS6VKlcTPz08AiN1ul4CAAGndurXUrl1brly5IvHx8dKwYUNZsmSJlC9f3mfz6WCOg+58Exx059PBjHw6mJFvgoPufDqYkW+Kg8/i3Xon7+JYATO7MxwcP34cUVFRePTRR3H48OEMz99YYd9ulU3d+XQwx0F3vgkOuvPpYEY+HczIN8FBdz4dzMg3xSEvwCsgHmbjxo3Su3dvCQ4OlsqVK4tlWbfcDsAtnytcuLAEBwfL6NGjpVKlSlK5cmU5cuSI7Nu3T8qVKyfp6enOhWtstozrSurOp4M5DrrzTXDQnU8HM/LpYEa+CQ668+lgRr4pDnkK79Y7eYdLly6hU6dOsCwLMTExOHnyZKbbOqZjc+Cokh3V97Vr19C0aVNUqVIFAwcORNmyZRESEnLbClp3Ph3McdCdb4KD7nw6mJFPBzPyTXDQnU8HM/JNcciLsADxAMOHD0e+fPnw8MMPY8WKFUhKSgKQ8XLejZfjAGDAgAGIi4vL8Hrx8fEYPnw4LMtyzqJw7do1Y/PpYI6D7nwTHHTn08GMfDqYkW+Cg+58OpiRb4pDXoUFiJv57LPPYFkWunXrhsTExAw7rYMbd+6ZM2eiXLlyCAoKcpnCDQB27dqFZ555BkFBQXjkkUdw4MABo/PpYI6D7nwTHHTn08GMfDqYkW+Cg+58OpiRb4pDXoYFiJtw7KCpqakICwtDw4YNcezYMQDA3r17MWTIEIwYMQJz587F+fPnAahBSO+++y4sy8IHH3yAM2fOZHjdxYsXIzAwEPPnzzc6nw7mOOjON8FBdz4dzMingxn5JjjozqeDGfmmOBAWIHfFzdVycnIyAGDSpEmwLAsDBw7ESy+9BJvNhipVquCee+6BZVlo3Lixc57oTZs2Yf/+/T6ZTwdzHHTnm+CgO58OZuTTwYx8Exx059PBjHxTHIgrLEByyBdffIGmTZuiY8eOGDBgQIZquFq1arAsC02bNsXSpUtx7NgxnD9/Hp9++iny5cuH3r17IzEx0Wfz6WCOg+58Exx059PBjHw6mJFvgoPufDqYkW+KA8kIC5Bscvr0aTzyyCMoXbo0XnvtNbRp0waWZSE6Ohpr1651brdx40Y0aNAAO3bscPn9q1evon///ihUqNAtL+GZnk8Hcxx055vgoDufDmbk08GMfBMcdOfTwYx8UxyHFzO8AAANIElEQVRI5rAAySZz585FREQEVq1ahbS0NADAwoULUaFCBURFRTkv6wHA//73P+f/2+125yXAb775BpZlYdmyZT6XTwdzHHTnm+CgO58OZuTTwYx8Exx059PBjHxTHEjmsADJJp06dULVqlUBuM6MMGnSJAQFBaFv374ZnnPs+A7+8Y9/IDg4GHv27PG5fDqY46A73wQH3fl0MCOfDmbkm+CgO58OZuSb4kAyhwVINkhOTkbHjh1RvXp1xMfHA/hrUZpz586hV69esNls+P333wGoHfnGHdtut2Pjxo2oWbMm+vbtm2GeadPz6WCOg+58Exx059PBjHw6mJFvgoPufDqYkW+KA7k9LECyiGPn69u3L0JDQ7Fu3boM26xcuRLFixfHM8884/I7J06cwJo1azBixAiEhoaiUaNG+OOPP3wqnw7mOOjON8FBdz4dzMingxn5JjjozqeDGfmmOJA7wwIkizguy+3Zswc2mw2DBg1yzorgeO7q1avo0qULIiIinPcTHj58GK+++ioqVqyIsmXLYsyYMT6ZTwdzHHTnm+CgO58OZuTTwYx8Exx059PBjHxTHMidYQHy/zh2ysxWwnSQkpKCzp07o3Tp0ti4caPzccelvVGjRqFw4cIuK2D++uuvmDNnToZ7C03Kp4M5DrrzTXDQnU8HM/LpYEa+CQ668+lgRr4pDuTuyfMFyPLly1G6dGkMHjwYQOY79I0745YtW1C0aFE888wzOHLkiMvz06dPh2VZzsdNz6eDOQ66801w0J1PBzPy6WBGvgkOuvPpYEa+KQ7EfeTpAuTSpUuoV68eLMtC5cqVM+ycgLov0FEtA+qyHQB89tlnsCwLPXr0cN47eOHCBbRu3RodO3b0iXw6mOOgO98EB935dDAjnw5m5JvgoDufDmbkm+JA3EueLkAAoHbt2njooYcQERGBnj17ujx346wHFy5cQExMDNq1a+esunv37o3ChQujbNmy6NKlC+rUqYOwsDAsXbrUZ/LpYI6D7nwTHHTn08GMfDqYkW+Cg+58OpiRb4oDcR95ugCJi4vDAw88gGXLluGJJ55AaGgofv31VwCuVfWgQYNgs9lQt25drF27FikpKQCAa9euYePGjXjllVfQsWNH9OvXDwkJCT6TTwdzHHTnm+CgO58OZuTTwYx8Exx059PBjHxTHIh7ydMFSHJyMkqWLInNmzdj5cqVKFmyJFq3bu2yzbfffos6depg0qRJGXbWGyvuG1fU9JV8OpjjoDvfBAfd+XQwI58OZuSb4KA7nw5m5JviQNxLri5AHIvPZDZQad++fQgPD8fBgwcBAC+//DIKFy6MWbNmAQAuXrzo8jq+lk8Hcxx055vgoDufDmbk08GMfBMcdOfTwYx8UxyId8mVBUhqair69++P6tWr49ChQwBcL9EBaiePi4tDqVKlnJfxdu7ciSpVqqB69ero0KEDHn/8cRw7dszn8ulgjoPufBMcdOfTwYx8OpiRb4KD7nw6mJFvigPRQ64rQDZt2oTGjRvDsizky5cP77777m23LVKkCOLi4pyPNWvWDDabDSEhIVi1ahWSkpJ8Kp8O5jjozjfBQXc+HczIp4MZ+SY46M6ngxn5pjgQffhJLuLEiRPy/vvvS1xcnIwaNUpq1qwpc+fOlfXr14uISHp6usv2AKRkyZKSmpoqCxYskHvvvVd27twppUuXlsKFC0uJEiUkX758GX7P1Hw6mOOgO98EB935dDAjnw5m5JvgoDufDmbkm+JANOPdesfzxMTE4NtvvwUALFmyBCEhIejSpYvzebvd7hyM9P3338OyLNSsWRM2mw3du3fHqVOnMGXKFAQHB+Opp57yuXw6mOOgO98EB935dDAjnw5m5JvgoDufDmbkm+JA9JFrChDHVGs306lTJxQvXhxz5swB4Hpv4bFjx1CzZk20atUKv/76KxITEwGonb5du3YYMWKEz+TTwRwH3fkmOOjOp4MZ+XQwI98EB935dDAj3xQHoh+fLECmTJmCZs2aoUOHDvj73/+OkydPOp+z2+1IT0937uDbtm1D6dKl0bRpU1y6dAkAnCtlpqSk4PDhwzh79qzz9x07/O2madOdTwdzHHTnm+CgO58OZuTTwYx8Exx059PBjHxTHIiZ+FQBcunSJbRv3x6hoaHo06cP2rVrh4CAAFSrVg0//PADANeK2XHp7u2330bhwoXx8ccf+3Q+Hcxx0J1vgoPufDqYkU8HM/JNcNCdTwcz8k1xIGbjUwXIihUrUKZMGSxatMi5465atQpVq1ZFeHg4zp8/77K9Y5u4uDjcf//9qFatmnOatzNnzmTY3vR8OpjjoDvfBAfd+XQwI58OZuSb4KA7nw5m5JviQMzGf/DgwYN1D4TPKqNHj5Y9e/bIpEmTxM9PTeAVGRkpxYoVk++//14OHjwoHTt2FABiWZb4+flJWlqaFCpUSGw2m8ybN08SEhIkICBAXnvtNbl8+bJER0eLzWbziXw6mOOgO98EB935dDAjnw5m5JvgoDufDmbkm+JADMe79U7OcNwn2KtXL5QrVw6nTp0C8NdApitXruC9996DZVlYs2YNgIwL2SQmJqJOnTqwLAuWZaFWrVr4888/fSKfDuY46M43wUF3Ph3MyKeDGfkmOOjOp4MZ+aY4EN/AuALkwIED+Prrr7F06VIcO3bMeV8gAAwbNgz58+fHsmXLnI85nt+8eTMqVKiARx55xOX17HY7Dhw4gI8++giBgYGoXLmyy++blk8Hcxx055vgoDufDmbk08GMfBMcdOfTwYx8UxyI72JMAZKYmIhu3bqhUKFCiIqKgmVZiIqKwrhx45zbnDp1CsHBwejbty/i4+MB/FU5p6SkoE+fPihevDh27drl/J2EhAS88sorCAoKwtChQ43Np4M5DrrzTXDQnU8HM/LpYEa+CQ668+lgRr4pDsT3MaIA2bBhA2rXro1atWph2bJlOHDgALZu3Yrq1aujTJkyzoFIqamp6Nu3L4oWLYoVK1Y4f99xaW/27NkICgrCli1bAPxVba9ZswYJCQnG5tPBHAfd+SY46M6ngxn5dDAj3wQH3fl0MCPfFAeSO9BegMTHx6Nnz56Ijo7Ghg0bXJ6bMGECbDYbZs+e7Xxs3759KFOmDB577DH8/vvvAID09HQAwE8//QTLsrB161YAcLkcaGo+Hcxx0J1vgoPufDqYkU8HM/JNcNCdTwcz8k1xILkH7QUIAPTv3x+xsbHOfzsu0+3btw+WZWHx4sUu28+cOROWZeGZZ57BlStXAABXr15F165d8cgjjzgXrvGVfDqY46A73wQH3fl0MCOfDmbkm+CgO58OZuSb4kByB0YUINevX3f+/41V8IIFCxAUFIR169ZleP69995DaGgoihcvjpiYGDRq1AhFihRxqb59JZ8O5jjozjfBQXc+HczIp4MZ+SY46M6ngxn5pjiQ3IGf7mmARUSCgoKc/29ZltjtdhER2b9/vxQrVkyioqKczzueGzJkiKxYsUI6duwolmVJpUqV5ODBg9K5c2efy6eDOQ66801w0J1PBzPy6WBGvgkOuvPpYEa+KQ4kd2ABgG6Jm0lLSxObzSaPPPKIiIj88ssvYrfbnYvZiIikp6eLv7+/iIikpqZKQEBArsmngzkOuvNNcNCdTwcz8ulgRr4JDrrz6WBGvikOxDcx4grIzdhsNjl9+rT89ttv0rJlSxFRlXZSUpJs2bLF+W8H7t6ZdefTwRwH3fkmOOjOp4MZ+XQwI98EB935dDAj3xQH4psYWYCIiOzcuVOuX78uderUERGRrVu3Srt27aROnTryv//9z6W6zo35dDDHQXe+CQ668+lgRj4dzMg3wUF3Ph3MyDfFgfgexu0V6enpIiKyZs0aKVKkiBQqVEjeeOMNqV+/vtjtdjl48KBERkbm2nw6mOOgO98EB935dDAjnw5m5JvgoDufDmbkm+JAfBjdo+BvRVpaGh599FH4+/ujaNGiKFu2LJYtW5Zn8ulgjoPufBMcdOfTwYx8OpiRb4KD7nw6mJFvigPxTYwsQE6ePInIyEjcc889GDduXJ7Lp4M5DrrzTXDQnU8HM/LpYEa+CQ668+lgRr4pDsQ3MbIAAYAffvgBycnJeTafDuY46M43wUF3Ph3MyKeDGfkmOOjOp4MZ+aY4EN/DyGl4CSGEEEIIIbkT4wahE0IIIYQQQnIvLEAIIYQQQgghXoMFCCGEEEIIIcRrsAAhhBBCCCGEeA0WIIQQQgghhBCvwQKEEEIIIYQQ4jVYgBBCCCGEEEK8BgsQQgghhBBCiNdgAUIIIYQQQgjxGixACCGEEEIIIV6DBQghhBBCCCHEa7AAIYQQQgghhHgNFiCEEEIIIYQQr8EChBBCCCGEEOI1WIAQQgghhBBCvAYLEEIIIYQQQojXYAFCCCGEEEII8RosQAghhBBCCCFegwUIIYQQQgghxGuwACGEEEIIIYR4DRYghBBCCCGEEK/xf81nfRZTF2TWAAAAAElFTkSuQmCC" alt="" width="647" height="485" />

时间轴每5分钟一次,过于太密,想改成如下效果:

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" alt="" width="619" height="464" />

按照分钟级别进行汇总,代码修改的地方如下:

import matplotlib.dates as dates
ax.xaxis.set_major_locator(dates.MinuteLocator(byminute=range(60), interval=10)) >>> import matplotlib.dates as dates
>>> help(dates) #查看帮助文档
Here are all the date tickers: * :class:`MinuteLocator`: locate minutes * :class:`HourLocator`: locate hours * :class:`DayLocator`: locate specifed days of the month * :class:`WeekdayLocator`: Locate days of the week, eg MO, TU * :class:`MonthLocator`: locate months, eg 7 for july * :class:`YearLocator`: locate years that are multiples of base | ----------------------------------------------------------------------
| Data and other attributes inherited from DateLocator:
|
| hms0d = {'byhour': 0, 'byminute': 0, 'bysecond': 0}

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