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A Comprehensive Approach to Application Management

In this post, I explore the discipline of application management, which is an IT management process with tools focused on the availability, performance and manageability of applications. Applications that have files, databases and other resources distributed over multiple OS images can be a challenge to manage. When suddenly some part of the application isn’t working, what’s wrong?

Applications Management as Part of a Comprehensive Approach

The diagram in Figure 1 represents a model of a complete or close-ended approach to managing an application. It’s used here to explain some key aspects of application management terminology and its basic approach. 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0NDZGdMPX19aysrNAVyNvbe9u2bYgFUVVVFTMz8+PHj0kk0lsA6+zszM3NZWNjQ2iHiEgknjt3TktLa9u2bXv37t29e/eGDRsgwJ49e7Zp0yYISwiwu3fv9vb2ysrKHjx4EHmG58+fs7KyZmRk9PT06Orq+vn5weO4LpyhoaGnpyfyyBWAfb4+sSMzHo9/q+AQAZienh6yPFZSUsLGxgbnLAQCAYnAGhoa+Pn56SOw6OhoHh6e7u7u2tpaeoDV1NQoKyv/EWCwPQeRSBweHoalqMgqempqKgqFgt7Mbm5uWCwWmqiC9wOsv79fVFQUhn2xsbGioqJPnjyBd3V0dHBzcyNOl+B/bvTFxcUSEhKHDh3C4/GLi4vh4eF79uwZHh4OCAhgY2PLzMwkEok4HE5XV5efnx9eb56enr/99tvFixcnJydHRkbU1NQMDQ3Hx8dpNJq5ubmjoyMsasrKyvr99989PT3b29uHhoZevnzJxcXl7Ozc09MzNzeXm5u7evXq2NhYEol07ty5bwswHA537NgxGxsbGxubuLg4aDYP9ejRowMHDuzcuTM5OVlbW9vBwQEep9FoFRUVcGi4fPmyoqLi/v37AQDt7e3Z2dm9vb2FhYUcHBzs7Ozh4eGDg4NdXV3Z2dnQX5FKpRYUFLi4uNjY2Bw/fhx5OTwef+XKlQcPHly6dMna2trT0xOZWQMAWlpawsLCrKys7O3tT58+DeNXAICUlJSPj89nAuz+/fsODg5paWmf2VIAj8dDO+ORkREFBQWYDCCRSHDJ53Oe+W8kBGDZ2dlcXFze3t5lZWV9fX2lpaVMTEw3b94EABw5cgSDwSC+sRUVFSgUCu6u9fLyEhMTQ86KwsJCFArV1NREJpORFCLsptbV1QWfE+kuSyAQzp4929zcXFRUxMrKevjw4ZKSkr6+vlevXrGwsEDP3KdPn27evBm62SIAGxoaUlJSoo/A8vPz4aAHAYb453Z1dhkYGKxEYN8eYEQi8fr162FhYfQH6QGG/GbvA9j09LSdnR0bGxv8JHV1dZKSklpaWmQyuaam5sMAg8shhw4dQqPRcF3X19eXmZk5NzcXADAwMKCmpiYpKQn56ubmpqqqiqRTlwKw9vZ2UVFRMzOz1tbW1tZWJyenf//732+tgZmZmR05ckRBQQEJ1GZnZ1+9ejU7OyslJbV9+3a4iwIAcOPGjV9//RWZIcrJySFv5tChQ8iGeQsLi507d8JN8pmZmRs3bkQqSlJTUzds2IBUaVIoFHV1dR0dnenp6fPnz39DgL18+VJHR0dFRcXT09PMzIydnf3AgQNwHC8oKJCSktLX13dyclJVVd2wYcOePXvgf127dk1cXBzavqmoqKxbtw5OUa9duyYjI3Pnzp2amhouLi5OTs7o6Ojx8XG4bAln30lJSQICArq6unZ2dsLCwiYmJnAge/nypYKCgpCQkJ2d3e7du9FotKamJryrrq4Odr3x8vLasWMHGxvb4cOH4Tf2RQCWk5Ojo6PzATd6uLHm4sWLcII1MzMTHR2NGBg2NTWdOnVqZmamvr4+LS1tYmIiNDSUhYVFUlLyzJkzJBLp2LFjAgICDx8+dHV1tbW1TU1N/QeXOyIAi46OZmdnhxcXjUazt7f/17/+BS+i4ODgH3/8MTIikkajDQ0NmZubI87a3t7eP/3007mz5wAAvb29hoaG27Ztm5iYIBKJ9ABjZmbu6ekZGxtDo9Gurq5wdnv+/Hk0Gt3S0pKVlbVmzRoEbHv37v3Pf/6TkpICAGhoaFi/fj2cGbe2trKwsBQUFBCJxKNHjyJLdF1dXQYGBsLCwjMzM29FYJ8MsGH88IkTJ6ysrOhHob+plgIwAoEAva2X8oSfWEafkJDg6OhIf7C+vt7AwKCgoACZUwMACgoKVq9eDdeTZmdn7ezsREVF4V0NDQ3q6ur8/Pz6+vpCQkKampqQc5WVlcLCwidOnIAPq6qqEhERgQ6Sx44dY2Njg9UZaWlp//nPfxQVFWECx8LCgpOTU1dXV05OTk5OLi8vD6Z07O3txcTEkKxCcnKyoKBgUVERHo/ftGkTsgbW29vLwcGBGIVB/xVxcXFVVVV9ff1169Yh7UrB/xpa7t69W1dXFznRoUgkkqCgoL+/PzKc1dXVsbKy5uTkAAAOHjyor6+PZC38/f0RgG3fvt3Z2RkOrJmZmSwsLEjMAS9mBHvz8/O7du1SV1efnJz8tgArKioyNzdHQtUDBw7w8PAMDAyMjIyYmZlpa2v39PQQCISkpKS1a9fClYDe3l49PT0TE5M3b97Mzs7GxcX9+uuvvr6+4H8Ag8ul0E4Ufq60tDQZGZn79+93dHTw8PCYmZn19/cvLCxkZ2czMTEFBgZSKJTW1lY0Gq2mpvbixQsqlZqZmfn7779nZ2cDAHJzc+3s7J4+fQrfpJ2dnZycHNx68aUApqWlFRsb+77noVKpFy9e5OLigoUG1dXVP/30k76+PgCATCKHhYWpqqpOTU2dPHmSl5d3eno6JiZm06ZNcnJyly9fhq00/vOf/2zdutXd3V1PV4+bmxta+/wjhQCstaVVW1tbWlrawsLCwsLCyclp9erVsLPMsWPHODk5hYWF9fX15eTkpKWly8rK4GB38OBBDg4OUVFRAwMDGRkZBQWFqqoqGo02Ozu7bt26kydPUqnU7Ozs//u//4NZnPT0dGFhYUlJSQMDAywWCx8w8GZAXV1dTk7O2tp6+/btpqamW7ZsgWsig4ODAgICKBQqISHh5cuXv/zyy7Vr1wAAfX195ubmKBRKV1dXUlJSVlYWei53dHTIy8vDVl4AgNftr5WVlZElMbA0gJHJ5Pi4eCYmJiMjo/T09K/0zf9lWgrAqqqqIiIilmhS8YkAO3fu3B8BpqmpWVdXV1JSguyaevPmTVZWFpzjkMnkx48fw6k0VEtLy8mTJ/38/OLj4xES4PH4goICpNPx8PBwQUEBvPfly5d5eXlwXBsdHb169WpMTAxMvPT09Jw/f/7w4cNRUVHIaAUAgK+IlFd0dHTcvn17YGBgYWEhLy8PiXIIBEJ+fj7MO01PT09PT9fW1iYkJKSkpNy9e5eHhwcxxwT/i8Bg10okVdXT03P27Nmuri45OTlTU1MEKpmZmYyMjHD/h5eXFz3A/Pz86AG2e/duJAJjZWWFm+1pNNqlS5cYGRlh4gJ++crKyjY2NrOzs982hTg1NdXb2/v8+fNr165FRUXJy8tjMJjOzs6amhpZWVmk9GByclJDQwNWnxYUFEhLSyMGbiMjI7KysvAKz83NlZOTu3HjBgDAzs7OxMQEIiEtLU1OTq6qqiorK4uNjQ0+AABApVINDAzU1dVHRkY6Ozt5eHhgowcAQGdnJzc3N5yujo+P9/X11dXVZWVlRUVFSUlJiYqKwrPriwCspqYmODi4vLz8AxPGtva2LVu25OfnExeJZ8+eZWZm3rRp0/T09OTEpL6+fkhICJFIjImJQaFQAIDe3l4VFZWjR4/SaDQSiRQeHr5mzZqEhIT5+XkcDqepqSkvL/85b3g5i34f2PPnz2NiYoKCghITE7u7u2/dugWv66CgIA0NjfPnz0dERJw4cYLevsjb21tHRycpKSk8PPzkyZNI0oJEIl27dq2lpYVGo/X09GRkZMBLhkajlZaWhoaGHjt2rKioCOnH+Pz587Nnzx4+fDgxMbG5ubmsrAxefRQKpby8HAbQExMTWVlZiKNHb29vYmKin5/fyZMnkUt1Zmbm7t27yGA4Mz1TWlqKTPjAkgFmZ2eHxWL/GZH3UgB2/fp1a2vrr9hOhUQilZeXw7Aa0V/gxPHXqLa21sbGBgFtTEwMBwfHvXv3kAfANbCSkhJhYeEDBw5Ab7SDBw9qaGjgcLjg4GBWVlY4V+rt7dXQ0JCUlIQn+jsBBn8nc3NzY2Nj+DcEGMyOAgBev37NyclpY2MD771y5cqvv/6anJxMJpPPnj37DQGGw+FgTtjGxiYoKEhbWxuNRuNwuLKyMnFxccRpjEAgmJubwyrE7OxscXFxGGYBAKampnR0dGARBz3AbGxstm7dCgcUCDDYWkxUVBSpDgUAODk5KSkp9fX14XA4hFgAgM7OTn5+ftjfqL293cXFBYvF2tjY+Pn5YbFYGRmZLwiwubm5gYGBD+8ln52Z3bp1q6+vLx6P37lzp4uLCxcXV2Vl5YsXL7i5uZ88eUKlUmNiYnh4eAAAAwMDyDhOIpGCg4MFBATgm6QB2tGjRzEYzDJv4f3JWooTx+HDh7W1td9ZY+3l5WVoaPg16n2+kugBRiaTc3Nz7e3tTU1NIyIi4OU/MjJy4sSJzZs3wyXht3Yu/R21FIDl5eUhw92f6hOLOObn598aN/8xbvRDQ0MODg4iIiLbtm2DJRgxMTH0VwWsQsTj8ZcvX4Y9DmAD76ysLBKJNDAwYGtry8nJqaWlJS0tDddv4IizZ88eZWVlZNa2b98+GRkZyLPo6Og1a9bIysoODg5mZmauXr2afipw+fJlNBotJiamrq4O242PjY3RaLQTJ05s2LDha1+x7wQYgUDw8fHh5OTMyMiora1dWFg4ffo0CoXq7OxsaGhAo9FI56Hu7m5xcXEYr9+/f5+XlxfJD7e2tvLz88MKUnqA7dixY9u2bfQR2KNHj7KyspiZmWHSBgCwsLCgpaVlbm4+NzcHC20QgHV0dPDx8cGbu3btEhISunDhQl1dHYFA8PX1lZKSampqAl8IYEsRmUw+ffo0FottbGyUlpYuLCw0MzODsYWsrOzc3ByNRoNFTACA/v5+VVXV0NBQAACJRAoKCsJgMPB5qFTqiRMn0Gg0ssL6D9NSAAYXkhFjDnrt2bNHRUXl03wOv4kQM18ajXb+/HkeHh4TE5Pdu3eLCItsN9/++vVruM7Nw8ODQqGSkpL+AaPrUgBWXV198uRJpIX9h7XSTuUdGhoaun79+rFjx8LDw2/duvWW5z2yD4xCoZSUlBw7diw6Orq8vByZF/f29qalpR05cuTMmTP0GYO6urr79+8jmYqGhoaysjI4GOHxeJgRnZiY6Ovru379Or01J5VKvXfvXlRU1LFjx3JzcxEHttbW1vz8/K+dW3gnwBYWFiDmkXciJibGy8vb1NQ0NzdnZWWFRqNhGUVcXNyPP/4IizgmJiYMDAwkJSXhCl94ePgPP/wAV7khwGBwZmdnp6CgANEOt+7du3dvaGhIUFBQR0cHbiGHtS2wuqelpeWPAIPb0nV0dLBYLPwFW1paMBgMFxfXF4zAlqjnz59zcnKGhobCOUpMTIysrKyVlRVc/4MrnfQAg/VEbwGMQqFERkZiMJiPbcLwd9FSANbQ0FBaWvrOrMOzZ8/u3buHXF/LXxBgTk5ObW1t3NzcFhYWQ0NDJBIpNTWVmZn5kO8hAABcUTYxMfnWb/bLaCkAm52dxePxX7GI4536JwHsw1ox84UqLCzEYDBYLHbr1q0WFhYaGhr8/PywdOLp06c6OjqioqJYLFZVVZWRkdHa2hr+V2VlpZqampiYmKqqqpqa2tq1a93d3QEAGRkZaDQaLo+dOnVq9erVWCy2ubk5MzMTjUbDVfGcnBxhYWEREREsFsvDw+Ph4QF/hRcvXmzcuBGpXG1ra2NmZoZLYrCIUVVV1cDAYPv27UZGRhs3boTbovn4+Nzd3T8TBu3t7ZcvX66qqvrwNALueOPg4Ni5cyeFQnn8+PG///1vdnZ2mJqmUCgIwAYGBhQVFd3d3YlE4grA/tlCOjLfvHlz/fr10EsPADA1NWVoaKikpESj0aampmAtybd9q19Ky6KMnkwm19fX05djgBWA/XP1PoAtLi5WVlaeOnXq+PHjRUVF7e3t9+7dg/VdAIDW1tazZ89GRESUlZVVVFQgrYMAAE1NTXFxcZGRkRUVFffu3YNnM9zuA6MuPB6fmZl54cIF6ARdWloKE+JUKvXx48fR0dHHjx/PyclB6pSmpqZu376NvPTMzMydO3fgzfn5+YcPH8bExERFRRUVFXV2dhYUFMDfrqSk5Pnz50uc6L1P+fn50I3+w5EciUTy8/NjYGCAceHgHlaWfAAAIABJREFU4OBvv/3GysoKN26TyeTQ0FBGRkYajQZtAFevXm1jYzM3N+fn58fOzg6fhEKhhISEbN68+XtOIf6T1NnZqaqqamtre+XKFS4uLqSQDZoWycnJ0Wi0yclJc3Pzbdu2fdu3+qW0LAC2uLiYnJwMJ86IVgD2T9WKme8HlJubq6+vf+bMmT/tCYDD4fLz82H1AYlEKisrQ/yxaDRaa2trQUEBdATu6uq6dOnSlStXSCTSq1evkIk5jUZraWkpLi7+TOguW32HAFNRUXF2dr5z586aNWuQClv8EF5LSwtujh4fH//eANbd3V1RUbHEWdonAiwxMXHXrl30B1cA9k/VCsA+oOzsbHV19ZV+YF9E3yHAlJWVHR0du3HdwsLCurq6MNNw6tQpNjY2uL47Njb2vQGsqKjIw8MDsU/6sD4RYGfPnoU7exB9QYBVV1eHhYUt0Y34r9cKwFaECIfDlZaWdnZ2fo4X4oqg6AE2Ozs7PDz8ORsGenp6loNT8wcEAWZpaUmhUPLy8kRERISEhBQVFfn5+b29veEAODo6qqenp62t/a3f7JfRUgB248YNOzu7r1hGT6VSOzo66PcLgy8KsAsXLkATs89/qq+hFYCtaEVfQ/QA27t3b0JCwicD7NSpU0FBQUssxf5WggAzNzcHAFAolJqamrNnz8bExBQVFSHru0Qi8enTp/TFzH9rLYuNzO/UFwTYpUuXUCjUWy5Ny0crAFvRir6G6AEmKiqKbCX8BFlYWNjZ2S3zapcVM993qrOzs6SkZInbIb4wwLq7u+fn5y9cuGBqagrtD6D3JQDg5cuXx44de/jwoZOTk7q6+qFDhxBLaQAADofz8vLS0dEJCwvz8/NDo9HQI2oZagVgK6LX+Pj432jv0XIWFouFG+AiIyN/++03fn7+yMhI2DmopKQEjhs7d+5EHLQBAG1tbd7e3qqqqlu3bj179iz8IZKSkjg5OdnZ2Z2cnMbGxubn5yMiIrS0tHR1dQMDA5c4tf8LtAKwz9cnAoxKpb6V9K+vr9fW1q6vrz969CgajQ4KCoqIiNDU1BQQEIBNHUtKSlatWqWhoeHp6enp6cnDw2NjYwOT1B0dHdu2bZOTk/Pz83N0dGRkZBQXF/+7A6y9vd3Lywv6xgIAOjo64Hzw1atXhw4dou88ssy1ArAPqKqq6uDBg7m5uf8Mq7pvKyQCy83NZWFhwWKxubm5CwsLubm5UlJSJiYmwcHBenp6kpKS0OdwZmbGxMRET0/v+PHj/v7+nJyckZGRCwsL9+/fl5CQEBMTO3ny5MzMTHBwsJKSkr+//9GjR8XFxa2srODuhW+uFYB9vj7RC7GgoIC+RRYAoL6+XkdHp6qqKiQkhL4ZiqCgIDR9Lykp+de//uXr6zs5Obm4uEhvLX/69GleXt7q6moSidTV1WVkZPQPiMDq6uqwWCz8qZ48eYL0/igsLNywYQP9LHKZ67sFGA6H+9Mtw7AKMTY2dqUK8fOFAIxCoUhLSwcEBFAoFAKBoKSkZGJiAj2iBgcHJSQkXFxcpqamcDjcxo0bEWey5OTk69evw2Uza2trOzs7uAYGoUUmkwEApaWlcXFxX9s+dIlaAdjn60tWIaqrq8Omus3NzXl5eVFRUZaWloyMjLA9WEFBASMjI+xnCgC4c+fOli1bampq5ufn7e3tdXV1kae6ePGioKDgMi/iQPyc3qeFhYXu7m4YYubm5rKzs0NaQ4At20/3R32fADt9+rSfnx/S/fJ9un79ur6+fnx8/IcBRiaRYZ9fKyurDyzM9PT0+Pj4vH79enJiMj4+HtkY9J2Ifg1MVlYWroE1NjZu2bJFTU0tPDw8NDQ0KipKWFhYVFS0s7OTQCAYGxujUChzc/MzZ87AZjrw321sbBwcHKBNaFBQ0ObNmzU1NUNDQ6uqqpbPVGMFYO/U06dPz5w586cDLNSX3AempaXV2Nh47tw5GRmZrVu3+vn5+fj4CAkJIQBjY2NDahdv3rwJrbinpqa2bdtG39I0LS1NSEho2Q7xxsbGurq6Li4uMDUKACguLt67dy+SLTx16lR2dnZTU1NISAgOh3v16pWuru4vv/yipaX18OHDoqIiNja2lJSU/fv3q6iouLm5LXML/+8TYLa2tpaWln9qlFxUVGRjY5OTkwMn+O/To6pHHBwchoaGp0+f/kCysba2duPGjQ8ePHjT/0ZLS8vHx+cT3/3fUwjAqFSqjIwMBFh5efnmzZuNjIz8/f29vLy8vb29vLxCQ0NhlXlvb29UVJSuri4fH5+goOCZM2fglHHHjh329vawlm96ejo1NdXMzExERISLi8vV1XWJg+PX1grA3qnc3FwrK6uvWIVIJBKvXbsWHBxMfxA2tExPT+fg4PD29m5oaBgZGXnx4oWoqCh0LIUAQ+pB8/Pzubm5q6uryWTy/v37RUVFh4eHAQA0Gi0oKEhAQGDZphCNjY1NTU2FhYXd3d1hMt3BwYGBgQG2UBkfHxcUFExKSnr48CETE1NVVdXY2Ji7u/v69et9fHx6e3vv3r3LwsIiIiISEBDg7+8vICBgZmYGV6qXpz4AsDdv3gQGBurq6lpaWubn5yNz2+bmZg8PD2VlZV1d3cuXL8Pjk5OTly5dSk5OTkpKUlNTs7Kyamxs7OrqcnZ21tHROXXqFLJ1MT09/dSpU8nJyZqamiYmJnl5ecgzz8/PX7p0SU9PT1VVde/evUiDif7+/piYmLy8vIiICGVlZTMzMyTWBwDgcDh/f39lZWV9fX3k/QAAwsLCbt68GRsbq6mpaWBgkJGRAemSnJzMxcXFyspqbW0NG7a9TxMTE+3t7ePj49BE431KTU1lYWFBOum8T7W1tUxMTA8ePHjz5o22tjbso/j9iB5g0tLSQUFBAIBXr17BIWVwcBCPx4+OjhYXF9++fRtavlZUVExNTfX39z969Gj79u3c3NydnZ0AAGtra0dHx4mJCTKZXF5ePjAwMDY2VltbGxoaunbt2jt37nzjjwoAWAHYe5Sfn+/g4PDh6w7RJ7ZTGR8ff2sRqL6+3sjIKCUlhZGRETYzJJPJgYGBP/7448GDBwEABQUFrKys9ABDoVCw0+P169fZ2NiioqIWFxcfP37Mx8cnJCS0bAEGOzK7u7vr6uo2NTURiURFRcVff/01KCiIQCAUFxeLi4vX1tbCwQh+wOzsbF5eXrjudffuXSYmJrgWCDsWbty4kb4gc7npA/3AduzYISkpefToUW9vb1lZWdi3+sWLFxoaGlJSUoGBgbt27eLi4oIjER6Pt7CwWLdunaur6/Hjx2VkZAQFBS0sLLy9vb29vQUFBc+dOwef2cvL67ffftPR0QkPD9+3bx8Gg0E6YoeFhXFxcTk5OQUFBcnKyiorK8OL4eXLlzIyMigUys3NLTw8XF5eXkpKCrYb7erqMjQ0VFRUDAsLc3V1FRAQiI2NhYtbMjIyLCwsdnZ24eHhJiYmW7ZsKSsrAwBUVVXJysrCKgD6tgCfIDKZnJ6eLiEh8fPPP1tbWxcWFg4MDHh5eSHX8NDQkKenZ11dHQCgvr6ehYWlsrLyzZs3urq6cOb3/QgBGI1Gk5GRsbW1xePxJBLJxMRETEwMGh+3trYqKSmdO3eOQqHg8XglJSVkDQyWhkEPTFtbW01NzdbWVhqNZm9v7+LiAtfDrl279t///hf+yt9cXwlgY2NjkZGRGRkZAICcnJyQkJAldjf+o3A4HIwrAACnTp06e/bsZ+5MWArACgsL3d3dv6ITxzsFiziqq6u9vLyEhIQUFBTU1dVtbW3l5eX19PQAALdu3VqzZg3SrjQ3N5eVlRXawc3MzMTExHBzc4uKiqqpqYmKikpISCDNjpebYEPL/Px8cXHx4uLiuro6AwODbdu27dixo6enx8/Pz87ObmRk5MmTJywsLBBgOTk5fHx8cGdbUVERExMT0km2vLychYXlrV3hy0rvA1hSUhI3N3dJSQmZTJ6eng4NDQ0NDZ2fnz98+DA7O3tBQQGZTJ6cnNy7dy8LC0t1dfXMzIyurq6wsDBMDp8/f56BgcHe3n5iYmJubm7btm1bt26FtPDy8oK+t1QqdXp62tjYWE5O7s2bN42NjZs3b96zZ8/ExASFQiktLWVnZ/fy8iKTyW1tbTCW7e3tBQDcvn173bp1WVlZAICgoCAuLi7oPb24uBgQEIBGo+ElJCsri8FgYEvJwcHBzZs3HzlyBFYBODg4WFtbL/Eq+oCgAbGVldW6detiY2Pb2tpaWloYGRmR9a22tjYmJqbc3FywAjC6NTBPT89ff/3V0NCwv7+/vb3d0NCQnZ1dSkpKVlbW1NQUnkIUCiUiIkJeXl5GRkZcXFxYWDg1NRWG1xcuXNiwYQMPDw8Oh7t79y4WixUTE4NzJj8/v392EUdPT4+CggLsExsXF2dnZ/dprkbt7e3m5ub5+fnw5oEDB3x9fWH/3k/WUgA2MTHR1dW1xLLeLwkwdXX1169fj46OlpaWXrx4saCgoLOzs6Ojo6GhAQAwNjb2+PFj5NQZGRmpqalB6lnn5ubu37+flpZ27969V69ePX/+/DNnvl9PRkZGhoaGAwMDmpqaJ06cCA4O3rdvX1ZWlqys7L1799TU1E6fPk2lUh89eoQADEZgEMkQYEgVYlVVFRsbG8L1Zaj39QNzdXVVVVVFjszOzg4ODg4NDenp6enr6yMptdLSUg4ODugWqKGhAVszAwAKCgr4+fmTk5PhTU9PTwUFBXil7d27F4PBIEuD58+f5+fnr6qqunr1KgcHR0FBAfKixsbGWCwWj8d3dXVxc3MjMVxnZyc3NzeM2/T09BgZGT09PYOCgkJCQqysrBgYGGB/FllZ2d27dyOGQ/Ly8vv27YN7iRwdHXfs2PGnRRzDw8OFhYXNzc0fsJKiUqkJCQlcXFzwbG9vb2diYkIA1t7ezsLCsgIw8P8CbHBwsLCw8O7du3DE7O7uvnXrVnJycnFxMX3uh0Ag1NXVpaenX7ly5fHjx4hzx9TUVEVFRXZ2NlzFbG5uvnHjRnJycmlp6fJp2fyVANbb26uoqOjh4QEAmJiYGBwc/PAC7fv05MkTXl5euDICABgeHh4ZGflMy7RlUYVIpVL7+vreKrKAG5mRlhb/YMGOzFNTU8HBwbt27UKj0fHx8bOzs3JycjClBqFVWVn5FsDgN/YWwCorK9nY2JCAbBnqnQCbmJiwsLAwMDB468G9vb2wQwRypKqqSlxcHBaaq6urI7U/t27dUlBQgEESAMDT01NRURGu3Lq5uWloaCDrgjdu3JCWli4rK0tMTBQWFn7w4AHy5HZ2dlgsdmBgoKurC4VCITjs7Ozk4+ODAMNisby8vF5eXgEBAb6+vv7+/h4eHnAyISMj4+npiWRFlJSUDhw4AAG2xAisuLjYysoqOTn5A6ZHNBotMTGRi4sLzt4gsZCJbXt7OxsbG9zvvwKw79DMFwJsZHgEbpyVlpY2NzeHnV0BAG1tbfHx8ZcvX3ZxcYHn54sXL+BdBQUFR44cuZp+VUtLS1NTMykpCZ5gvb29ysrK+/btAwDcuHEjIiICpk+pVGp+fr6JiYm6urqvry+ybDE+Ph4bG6uhoSEjI2NkZASnVj09PY6Ojr/88gsajYYMS0xMTEpKghdLU1MTbCivoaERHx+PhGXHjh3Lyck5efKkqqqqhoZGcnLyWynHZQEwIpGYmZkZEBBAf/B7c6MfHR19+PChpKQkAwPD/fv3AQA7d+5ctWqVoaEhnCE+ePCAmZkZAiwvL4+VlfXmzZtUKrWoqIiRkZEeYKysrH87gBGJRHd3d3l5eWTgLi4uDg0N7erqsrCwUFJSQmzoMjIy2NnZ8/Ly5ubm3gKYnJwc7GAJADhw4ICSkhJcud23bx8KhUIu1ISEBCUlpcbGxtzcXEZGxqtXr8LjU1NTysrKtra2RCLx9evXKBQKWSrr6Ojg5eWFa7Fbt27FYDDPnj0bHx8fGxtrbGxMS0uDG8llZGQOHDiAXGOKior0AFtKBHbt2jUdHZ0Pu9H/MQJjYWFBIrDW1lZWVtYVgIHvFWA2NjbT09Nubm5iYmJxcXHnzp3T0NAQEhKCQ0dNTY2wsDA7O7ubm1t8fDwWizU0NIQFz/Hx8T///LOqqmp4eHhQUJCQkBDccdvf348AzMfHR0JCAlYPXbhwAYPBODk5JSQkaGlp7dixA14F7u7uoqKikZGRcKcHHx9feXn57OxsdHQ0MzPzjh07YKmUoaGhubk5gUBob2/X1taWkJAICwvbv38/DzdPgH8ALOxUVlZmZGS0s7OLiYmxtrbetGkTTHUgWgrApqamenp6vmIKcXFxMSEhwcnJif7g9wawoaGhxcVFMTExVlZWuMHr4sWLP/zwQ2hoKAzYKyoq1q5dC8MFHA4HH3n58uUbN26sX78e+QkrKirWr1//6NGjb/iJPqz3rYFdv36dg4MjMjJybm6ura1NR0fH2dl5YWHhwoULGzdujIyMJBAIra2tampq0tLSAwMDExMTampqO3fuhP9+8+ZNWVlZuNQMANi/f7+ioiIE2KFDh3744YeAgIDZ2dmGhgZJScmdO3cuLCwMDw9LS0srKSm9evWKQCDExMRs3Ljx/PnzAIDm5mYuLi5ILABAR0cHDw/PhQsXAACXLl1iYWE5duwYkUgkEom7d++2srKCl660tPT+/fsRgCkoKOzfvx8CbOfOnSoqKrW1tR/+cnJzc3V1dT8KYF1dXUxMTLB1NQAAVqvCGfcKwL5DgNna2k5MTISEhCDXQnHxXQEBgVOnTgEAnj17xsbGpqysDOdSeXl5KBQqLCwMABAfH8/AwBAeFk4ikRYXF/ft2wfTPCMjIwjADh06JCUlNTw83NfXh8Vid+3ahVhz7d+/v7a2lkAgHD58+MqVK/Clq6qqWFlZY2NjAQCPHz8WEhJC7jI0NLSwsKBQKAEBAZs2bcrLy6NSqbOzs16eXhs3bqyoqAAAKCsro9HoJ0+e0Gi00dFRbm5uHx8f+p4ASwHYvXv3/P39/3TuCLXSD+yjRe/E8erVq5cvX8LBa2Ji4tmzZ8j3Pj09/ezZMxjUw1aEt27dev36NSznRdzzpqena2trP3Np9KvqfQAjEAgnTpzg4ODAYDCSkpIODg5wsXNycjIwMJCdnR2NRvPz82tra8P6MVgz5uDgAP/9xo0b4uLiSDjl7u4OOQcA8Pb2ZmZmlpeXR6PRvLy8lpaWSElqWVmZgoICfFFubu7w8HA49Wtqatq0aRPsdwwAeP369ZYtWyDbZmdnQ0NDOTk50Wi0tLS0jIxMfn4+DBxFRUXd3d0RgElJSbm7u8PF1/T0dFZWVg4ODjg7eZ8aGhqio6NhGcj7HkOlUs+dO8fBwQEBNjg4yM3NbWtrOz093dfbt23btnXr1sGArL6+nomJCQJMR0fnuy2j/04EAWZhYUGlUsfHx2tra1NSUgIDA7W1tRGHkerqanFx8aNHj8J/GRkZ0dLSMjU1BQDExsZu3rwZgcGtW7f4+fkzMjJgZgICzNfXV0ZGZmJioqysTEZGBsnY02i0kZGR2dlZCoUyPj7e0NCQmpoaHBxsZGT0888/x8XFgf8Ff8gamJGRkZWVFYFA0NXV1dfXR1IsNTU1zMzMCQkJAAAVFRUHBwfEvwaLxbq4uNCXzCwFYHl5eTt27PiK+8DIZHJNTQ1cdkb0fQLse9AH9oHNzc09fvw4Nzf37t279CfczMxMVVVVdnb27du3cTgcPEgikZqbm5HSjImJiaamJmShq7u7+9WrV5ArMDlZXl5+8+bNgoKCt07l169f5+Xl5eTk1NTUIOyZm5traGhASn4XFhaeP3+O3JydnX369GlGRsadO3daWloQ2DQ1NXV3dyM3X7161d3dDfsdEwiEp0+f3r59+8O+eUQiEW6H+MBjqFTqmTNn2NjYIGtJJNKZM2dYWFgEBQUVFBQc7B0EBQVhBFZbW7tu3bqKior+/n51dXVvb+8PPO0/T98nwGxsbAizhMOHDwsLC2/fvj08PNzf319ISCgyMhIA8OjRI1VVVYgHAMD8/Lytra2+vj4AICYmRlhYuLu7G9718OFDRUXFixcv/hFgk5OTeXl50tLSN2/efOs9EAiEkJAQYWFhY2Pj4ODg8PDwzZs3nzx5EgBQXV1NH4FBgI2Njamrqzs6OiJFdq2trSgU6uzZswAAZWVlNzc3ZHauoaHh6upKXzWzxH1g9vb2X3EfGACASCS+1SxuBWD/VP31Thx79uxRUVFZJo6rX0R4PP758+cQjQCAubm5mpqazMzMioqKwYHBlpYWyDYCgVBfXz8zM0MkEtva2v504/M/TN8hwFRUVJycnCrKK9jY2CIjIzs6OmZmZh48eMDHxxcREQEAePLkiYCAwIEDB+C/DAwMGBsbu7i4AABiY2PXr18P0xsAgOvXr8vJyd29e3d8fPztCGx84sGDByIiIkiOvb+/Pzg4+MGDByUlJby8vEFBQe3t7ZOTkzU1NVu2bIFXOkwh0kdglpaWJBLJzMxMWloamYnmZOcwMzPDtS4lJSV6gKmrq38CwOrq6hITE5d4+S/HfmDLXCsA+9ravXu3vLz88ml7saK/Rt8hwJSVlZ2dncvLy5mYmGCsMzIysnPnzh9++AEudNXW1nJwcPDz8VdXV09PTwcEBIiJid2+fRsAcO7cOQYGBicnJzwe39raqqGhYWxsTCAQBgcHkTJ6uAY2ODg4NzdnZmYmJSX17NkzMpl87NgxBQWFurq60pJSTi5OmHufn593dXX94YcfYmJiAAB1dXV8fHxBQUEwVoFrYEQi8UralU2bNgUEBExPT7e0tKirq8vJycGaRgUFBVdXVwRgWCx2z549HwuwxcXF6enpJdbrrwDso7UCsK+t7u7u1tbWv0WDkhcvXkRFRRUXF/8t3u0y10cBzMvLKzU1Feacnz9/jiw279u3Lzc399N2Pv3FQoo4ZmZmPDw8BAUFRUVFVVRUdu/eraioCPeiPHnyRF5eXlhYWEpKip+fX1hYOCEhARIlPj5+7dq1KioqvLy8PDw8xsbG0Oeot7dXXl7e3d0dAHDw4EGkCrGurk5HR2fz5s3CwsKysrIpKSkkEmlmZuagz0Fubm4xMTHYdEZcXNzZ2Xl+fn5+ft7S0vL3338PCAigUqlbt241NTWdmpqaI8wdP36ci4uLn5+fj48Pi8U+ePAAfuFycnIuLi4IwOBn+ViAfZQ+cQ2sqqoKKYCG+hoAm5mZ6ezs/NiNh1VVVb6+vl+vCfcKwFaEKD8/fylu9Ctaij4KYM7OzufPn6dQKA8fPlRXV0fKfPj4+EJCQv5GALOwsAAAjI2NVVVV5eXlVVdXDw4O9vb2QlPHR48eqaiohIaG1tXV3bp16+XLl8jaTUxMDD8///3798vKyoqKipAWg0Qisb29Hd588+ZNW1sbstelv7+/uLj41q1bzc3NyBk7Pj5eVVV18+bNysrKsbExHA7X1dUF090DAwPl5eUvX76k0Wg4HA6Hw8EvlkAgNDQ0XL9+vaysDFnkBgC0t7f39fUhwdPr16/7+vqQzDlYJgBbXFy8ePGim5sb/cGvAbCLFy+amJgssZ4SUWZmprS0NLJR9ItrBWArQpSbm6unp7cCsC+ijwLY8PAwjLqys7M5ODiQMZGfnx/ZyrLMtRQnjqqqKgUFBcRihl4nTpwQFBSE3ml/Fy0FYG1tbbdu3VqiE9Onl9EjG3qglg6wD/t20ys4OBiDwXysH11mZqasrOwKwL6UVgD2AcF+YGfOnFkB2OcLi8VGREQsLCxAbzZ4MPdarrm5OfQRBQAEBgZevHiRRCIdPnw4MzOzsrJSU1Nz1apVsrKy9+/fp9FosE2Eh4eHpKSkurp6enr6B0xSvq2WDrC3ugdDnThxgp+fH+ni9LfQUgB2586dPXv2LNG/8RMBduHCBVgJgwgCrLu7e3FxMSUlRVdXV0pK6uDBg8h7nZqaOnHiBLRPtbW1RbbuVlRUuLu7X79+XVdXF4PBODo6Ip6BzMzMP//88/bt258/f/7q1avIyMiIiAgsFrtz587+/n4KhXLp0iUlJSUMBmNkZFRUVASfMCsrS05O7o8Fo19KHwuw1NTUkJCQP2KYSqW6urrm5ubSaDQKheLs7Az3BgIAnj59CvdSEAgEe3v7wsLCz7Qge0vwN0JKmz6sFYB9QENDQ7Bz0NKnZSt6n7BY7PHjx6lU6rZt22xsbOAWix3WOxgYGFJSUgAAQ0NDfHx8ly9fptFoYmJihw4d6u7uDgoKYmZmPn78OEzVoNHo33//3cvLKyUlZfv27ezs7FVVVd/2c71PSwEYgUDo6Oh4Z7ulkZGR1tbWv9fMaSkAu3Hjhp2d3VfcBwatu98if319vaamZnNzc2JiIg8Pj6+vb0ZGhqmpqaam5tzcHIFACAoK4uDg8PPzS0pKUldXl5aWhi4VeXl5P/30E+zLHhsbKyAgYG5uTiKRhoaGTExMODg4MjIyZmZmKisreXl5+fn5LSwszp49OzExce7cuU2bNrm5ucFMIx8fH5y1LTeA+fj4aGlp/bFrJZVK5eXlDQ8Pp1KpNBptx44d169fp1Kpt27dUlVVhROQ2dlZS0vL27dvf9nxcW5u7uDBg6Kiokt58F8PsJGRkX379qWlpcGbra2t9Hn2pQiHw9nb20OLrxX9XYSkEOPj45WUlJ4/fz4/P6+kpLR+/fqAgICZ6Zlbt27JyMjA1jPi4uKHDh0ikUj5+fl8fHxwEz0AQEBAQF1dHe6OamtrY2FhiYuLo1+GWT5a6Qf2Tn31fmDvVH19vb6+fkFBgZqamre3N7SWqKmp2b9/f3d3d11dHRsb2969e2GBSmVlJQ8Pj42NDQDg2rVrq1atgkkYCoUCTRMgHcPCwiQkJGDsUl5ezsbGtnv37tHR0fn5+RcvXmAwGFgVAwBoa2uTl5d0LlmhAAAgAElEQVTX1dVdXFyE+yH+MoBRqdT3hUeQOr6+vjo6OvRDMO1/4ufnP378OCxgGx4eJhAIcNMrFxdXT08PfHI8Hv+WIeYHrsb33QWDPOTm3Nycj4+PuLj4Uj7vXw+w4eFhV1fXy5cvAwA6OjqMjIzg30sXDoeztrZeJm2fvqCGh4ebm5u/9bv4WkIA1tTUhEajb9++/fjx461bt9rY2FhYWHR2dHp7ezs6OsL96RISEr6+vmQyGQIMMRcVFBT09/eH1xSVSpWQkEAKwZebVgD2TvX399fU1CzxJ/uSADMyMkpNTeXi4rp79y5yfHp6mkgk5uTkrF+/HhlQ5ubm7O3tJSUlAQDZ2dlsbGzPnj2Dd2VkZPDw8EAPuvDwcAkJCZgZKCsrExUVPXPmDHzYzZs3USgUYh0EAPD19eXn58fhcNAl9msDDLbw8PDwkJCQwGAw2trat2/fRpaOCwoKzMzMxMTEXFxcrKysjIyM4JRwbm4uMjJSXl5eWVk5ISGBg4PjxIkTFAoFphNv3rx59+5dKSmpVatWqamp1dbWzs3N7d69u7i4GD5tenq6pqYm9GfKyMiA4MTj8XZ2djdu3LC1tcVgMDo6OvQGmi0tLbt27ZKWlhYQEDA2NoY7SBYWFg4dOiQhIbGUz/unAHsL4TCg/OPDKBTK+/gKvwH6m6Ojo3AOVFtbi0ajY2Nj6Z+TSqV+ANU0Go1EIg0PDyOWNshd7/yvD0xB/lRUKnV4eHhycvIvSCH29PTY2tpCf6x/pBCAUSgUdXX18PDwQ4cOeXp65ufnS0tL3759G4vFnj17Fv5YEGAkEunGjRv0EZigoCD0vYTPIy0tHRgYuAKwZaJlUYUIACCRSH904jAyMkpKSmJjY6NveAGVmppKT6mFhYW9e/dKSUkBALKysjg4OJD2lVevXuXn54cAgxEYnHCVlpbKy8sjM/Hs7Gx+fn5klzgA4OjRo2g0uqur6+bNm18bYEZGRk1NTUZGRlpaWpmZmRkZGZqamgICAtBAvaKiQlxc3MLCIiUlxdnZGe7VgBHb4cOHRUREQkJC4uPjVVVVf/rpp1OnTtFoNDKZzMHBERMT09XVtW/fPhYWlosXL87MzExNTbGxsSUmJlIolMzMTC4uLnt7+7S0NCcnJ25ubtg9ZGBg4OeffxYUFAwKCrp8+bK2tjbSTKu/v19FRcXAwCA7Ozs1NVVNTU1MTKyvr29xcdHX1/czAVZSUuLi4pKRkaGmpobBYI4fP97V1RUVFSUhIaGnp4csSQIAent7Dx48KCwsjMFgXFxckEY8ly5d8vPzS05OVlRUFBQU3LdvH4xTR0ZGPD09c3JyJicnnZycfv75502bNiUkJMD+lhEREZKSkhgMxtzcHOmj1tnZ6e/vHxoaamJiYmZmdvfuXQ8PD3geZmVlRUdHnzx50sDAAIPB2NnZIY0kSCRSfHy8srKylKRUWFjYwYMHL1++/FGN6EpKSnbu3JmWlvanlQIQq/QEfSfzkINUKpVEItGTtampSUpKKioqiv4gPHneCWB4F3LzfdQnk8nLpGaPvgoxODjY0dER9nhbWFhQVFQ0NjaWlpZGfnF6gCHtzsH/CzAymSwlJXXkyJEVgC0TLQuAEYnE7OzsI0eO0B+EAIPx06VLl+DBrq4ub2/vhw8f3r9///fff0eKQbu7u1VUVExMTAAAmZmZHBwcyPl35coVBGChoaHi4uLvBFhFRQU7OzvidkogEMzMzLBYLJFIzMvL+wsA9ujRo4iIiJqaGgAAjUbLzc1ds2YNDD1tbW2NjY3hKDk6OqqmpqakpPTmzZuBgQFubu74+PiFhQUymVxWVsbMzBwVFQUHGhQKFRsbSyaTk5KSBAQE4DaOyclJdnb25OTkqakpGRkZLS0tuLY5ODiop6cnJCREJBIHBwd/++03V1dXWFX88OHDdevWwSAMh8MdOXIEni5UKjUvL2/Dhg0VFRVEIvHzAZaVlfXjjz/q6uqmpaX5+PigUChxcfFdu3alp6dv27ZNW1sbbp8cGBiws7Pj5eWNiYk5f/68pKSkpqYmLCo7evToqlWrTExMkpOTIyIiNm3aBN3/3rx5IyoqGhgYSCaTU1JStmzZ4uDg0NvbS6FQPD09OTg4jhw5kpycrK2tLSQkBCnV2NgoJSXFwsLi7OwcFxd3+/ZtFAoFnYKjoqKYmZmxWOy5c+cSEhK4ubkRT+6wsDAMBuPv738h8YKent7//d//HThw4KP2Hebk5GhpaZ0+ffrDa+mtra12dnaCgoLi4uJubm6Q02VlZZaWlkhueWx0zN/f/9KlS4uLi+np6crKynx8fBoaGhcuXKDRaDDO/u9//8vBwXH48GH4L+Xl5YaGhoKCgsrKyomJiZBDHR0dYWFh586d27Vrl5CQkKWlZXV19f3791VVVaWlpU+ePInYsDY1Ne3YsUNAQEBISGj//v3f3IWAHmCVlZWioqIMDAzw93Vzc/vXv/5lstUEWRoRFRX18fEhkUjFRcWsrKypqakLCwswLR8SEoIATFxc/PDhw8sfYENDQ3Bt79M0Pj7e2tq6TDpNf0BLBNjS8xmf3k7F0dGR/mB9fb2uru7jx4+dnJykpKQePHgwOTkZHBwsLCw8ODgI20NISko+fvwYj8cHBARwcHDAbhcZGRmbN29GMgBpaWk8PDxPnz4FAJw8eZKVlbWoqIhKpUI3ZQSNBALBzs6Og4OjsLBwdHQ0Li5u8+bNwcHBAICsrKy/YB9Yb2/v1NRUSUlJdHS0h4eHrKzsTz/9VFpaCgAQExM7cuQIMikODAzU09Pr7e29d+/epk2bEFTTaDTYhgcCjJub+9SpU2Qy+eLFiwICAjBim5yc3LJly6VLlzo7O1lZWWGHBaiEhARGRkYcDtff38/MzIyUPPT09GzZsgXa0pDJ5KGhoYKCgpiYGHd3d0lJSSYmpuLi4i8CsPT09FWrViUmJlKpVDgj4eHhgRdhbm6upKQkNKhNT0/fsGEDZDOVSr127RojIyP8pYKCgtatWwfbpJFIJBsbGwUFhfHxcTweLyEhAYfphoYGcXFxaBV6//59FhYWf39/mBusra3l5eXds2cPkUhsaWnh5eV1dnYeHR1dXFxsaGjYsmULDNBPnDixcePG7OxsIpFIpVI9PDzk5eXb2tpGR0fRaPT+/funpqbgCcbExITMA5aopZTRT09Pm5qaGhgYXL9+PS0tTU5ODpostLa1cnFxxcfFw4c9ffIUhUIVFxdXVlZyc3OHhYWVlpb6+/vz8vLeunWLRCKlp6fz8fHZ2dnBL7m8vJyXl9fR0TE7O9vb2xuxf21qahIXF0ehUKGhoYmJifLy8szMzGZmZomJiUFBQVJSUpDr/f39NjY26urqd+/eTU1NFRcXd3Jy+ra1lPQAI5FISkpKfHx8cDn8ypUrv/32W0x0DHJZSUlJ+fn5EYlEPB6vrKzMxMSUmJi4uLgoIiISGhqKAExGRmaZr4Ht2LGDRCJ5e3s7Ozt/8lNFRUWZmpouf/vQpQDswYMHx44de2fh5R/1Jcvo1dXVcThce3u7iYkJKyurgICAtrY2HEmpVGpdXZ2uri4bGxs3N7eIiMipU6dgbUJmZiYKhaJPIaLRaJhshFcyCoUqKCiorq5WUlKC1bRQr1+/tra2ZmVlRaFQKBQqJCQE2dioqKj4ViO1LygYgT179sze3h6mpOLj46Ojozdu3FhYWAgAEBYWPnToEJJTCgoKgsArKChgZWWFbAYAkMlkMTExJAKDACORSG9FYFu2bElOTn716hUrKyv9x79y5QorK2tPT09/fz8LC0tOTg483tnZycnJCQepnp4eQ0NDMTExJyenCxcuxMbGMjMzFxUVfRGApaamsrKyQseT6enp7du36+npwbvKy8vl5eVhhjMoKIibmxsxSoDDDZx1BgYGioiIIHba/v7+cnJy/f39IyMjkpKSgYGB4P8FWFxcHDc3N7IiCAAwMzNTUVEZGhp6/fo1FxcXfBgA4OXLl7B+FQAQGRkpLS2NzBtOnjypqKjY3Nz86NEjNjY2+JMBAGg0mpycnJub20dFYGVlZbt377558+YHsnCjo6MCAgJ79uyZm5ujUCg1NTXwRQmzBEdHR01NTZhdDAsLk5WVnZubS09PX79+PYw8RkdH8/PzYTTf2tqqqKgIncLHx8ZtbGyEhYXxeDyVSp2cnPT09ESj0aOjoy0tLRgMxsTEZHZ2lkqlnjx5koGBISoqikwm9/X16enpOTg6AACaXjYpKCjAaSiVSn38+HFhYeG3zSW+tZF5YGCgv78fvqW5uTkcDkffdaivr29sbAwSd3Bw8NmzZwMDAzQara+vb3x8HB6n0Wj9/f3IzeUmxEpqenrazMzMyMiIRCLR55AXFxcXFxffevMUCmVhYYH+OIVC8fDwkJaWhicDAIBGoy0uLi4sLCy38ssltlOxtbX9imX0sHQVmiUjgvvAoP3J6OhobW1tZWUlcv5BDQ8PP336tKKiAm4XgwdnZ2d7e3uR4X5mZgYu0sAXwuFwDQ0N4+Pji4uLb968eatvFmzB9eDBg7a2NqRUb3Z29s2bN4gf1xeXkZGRmZmZt7c3Go3Ozc0dGxtbXFy8du3a2rVr79y5Ax+gqamJOLtoa2srKioODAx0dHRs3rw5Li4Onnl1dXWQCn8EGD8/P30Edvny5eHhYS4urp07d8JvZmFhwdXVVVBQcHFxcWBggIWFBWmQCAGWmZlJoVDi4uKYmJiqqqrGx8eJRGJ+fv7GjRu/FMBSUlK4uLhgMnBycnL79u0wJwwAuHfvnoKCAgyXfX19hYSEkETZ+Pi4jo6OpaUlACAgIEBKSgrxXPfz81NQUHgLYPX19QjATpw4gcFgYOs8KBhDDA0Ntbe3c3NzIwH6ixcvEIBFRESoqqr+EWAlJSVbtmyh3ySkra29d+/ejwLYwsLC2NjYW9Uif/wCw8PDWVlZYfux/Px8eBrTaLTbt29v3rz51atXg4ODampqx44dAwB0dnYqKCiws7Nra2tHRUU1NjbCUQkCDDYb7OrqkpWV5eHh2bdvn6ur6/79+9XU1Dg5OOvr6ltaWhQUFJA0IyySgi2/p6amLC0tjY2NAQCLi4sRERHr16+HWc2CgoJvnoD6Ds181dXVdXV1z507t3bt2v/+97979+6FKyYvX76E82MREZGgoCCkMVDj80YLCws+Pj4MBrN37144s8nJyVm7du0vv/xiaWn54sWLsbExPz8/NBotICBgampaXl6+fPi9LNqp0Gi0+fn5t07378rM19TUNCQkREBAIC8vj0KhvH79Wltbm4GBAeYt09LSUChUeHj4wMDA1atX161bJyMj8+bNGyqVam5uLicnV1pa+vr1a2dn5x9//DE6Ohop4jh58iSZTL569SoTExNsujg5OcnGxpaUlLS4uOjj48PJyXnp0iU8Hp+SksLNze3p6QkA6O/v37hxI2JNCTGZnp5Oo9GuXLmycePG8vJyCoXS2NioqKi4du3avLw8IpHo4+MjIiKylM+7FIBNTEyYm5tv3boV3gUBBiOw+Ph4pGEjAKC6upqXl9fPzw8A4Ofn96cAq6urExMTgwDLysra8P+x950BTaRttOy3u9/ut6trR4oQaiD03qQISJEi0lFAqgg2EAsgNuwFFCuKihVRmoIi1QIWeq9SpYeWQAKE1Lk/nrtzc3VlsYCN84vMTCZhZvKe933KOfPno2V43d3dKioqnp6edDq9pqaGPfk6DoGFhoZqampWVlY2NDQICAhcunQJtvf19UlLS39oCHGCIJPJGRkZmzdv1tDQ4OHhcXBwgE9pb29fvHjxgQMHUlNThYWFobyFyWS+efMmIiLC3t5eVEQUh8NBGIOdwOrq6hQUFLS1tU+ePHns2LHjx48fOXLkzJkzHR0dFRUVIGkBHw21PxDhIBAI9vb26G0ik8ngzKumpsbFxbV27dr+/v7P/r9PHD8ggS1ZssTW1ra0tFRbW1tNTa2kpIROp5eXl+vq6hoZGcXExJw9e1ZGRsbV1ZXFYnV0dKx0WGlgYPD48ePo6GhFRUV3d3cEQTo7O83MzHA4XEpKytDQEFSK3blz5/Hjx+bm5vr6+jU1NV/6f/2/mAiBpaWl+fv7o5w9PqbV6D8YEEIsLS319/cXERGRlJTU1tYOCwuTkpI6cuQInU4fGxs7evSopKSkkJCQqqqqqampjY0NSJa1tLQ4ODjw8/MLCQlB/hzKgul0Og6HCw8PZ7FYDQ0N8vLyPDw8cXFxAwMDWCwWBtne3t5169bx8fEJCQnhcDhfX18YblpbWzEYTGxsLHy9pqYmLBYLYzcej3dycsLhcFJSUnp6egEBAdra2qGhoWNjY8HBwWpqahP5f99HYFeuXOHn54fCSwKBYGVlZW5uDrsgYQnmQ8XFxSoqKgYGBuXl5Y2NjfBfQxhw27Zt8vLyqJjb9u3bVVVV29raent75eTkduzYgSBIdXW1rKzsmjVriEQi2NEqKCg8ffq0tbU1MDCQh4cHgqXl5eWCgoIoG5WVlS1atAh2HTx4UFNTE02yghxMaWkpk8n09PSUkpI6ffp0amqqk5PTr7/+6ufn96EE9q/T24GBgZs3bzY2No6NjfX29oaFhc2bNy8nJwdBkLGxsf3798vLy2/dutXS0hICPgUFBXfv3qXRaSQSqaS4REtLa+nSpQiC1NXVoSHEjo4OfX39xYsXDw8PgznfixcvIiMjKRQKDH8ogUVHRwsKCgJ/sxNYR0dHQkJCZWUlfKu9e/diMBg0oPpF8AMSGIQQR0ZGnJycbG1tYfuRI0cWLVqUlpZGpVJHR0fPnDmDEcBkZWY1NDQsXrzY3d0dCkdzc3PT0tJgdb5t2zZtbW0IGtvb26urq0MIrqqq6tGjRx8qJzt5mAiBUSgUAoEwweDnNIF9MKCIo6uri0QiVVRU5OXl1dfXUygUPB5PIBBgOKNQKM3Nza9evWpsbBwYGOjv70dDqQQCobS0tLi4uLe3t7u7G40mdXZ2on93d3eXlpYODAwwmczOzk60sJtEItXW1mZnZzc2NqIb6XR6R0cHGkGl0+mdnZ1oBJVIJEK+p6WlZXh4uLe3F5qWiETiBNXG3kdgUC8KiwYCgbBq1Sr0F/jkyRNdXV3I2DEYjIyMDE1NTaBtDQ2NuLg4iBjv3LkTllzwrp07d+rq6nZ0dPT19WloaOzduxdBEBqN5ufnN2fOnI0bNw4NDVVUVJiZmfHy8goKCkpKSl6+fBny8xUVFZKSkteuXYNTVVRUYLFYCKseO3bM0NAQTbKePHlST08PXvb19fn7+0tISMjKyu7YsQOLxW7btu2Dyujb29tjYmKKi4vH+b0RiUQrKysXF5empiYikRgcHMzHx9fQ0AB7S0tLZ86cKSoqipbhZGZmiomJ3bp1a2RkJD8/X11d3dXVFfk7tOjk5PTmzRsGg3Hx4sV58+aFhob29vbm5eUZGxt7eXnBCbW0tFAmuHnzJlokRSAQbGxsYJ7R3t7u4OBgbW0NDXP+/v6SkpKT5+EwEfzgBAaJ4cHBQS8vr9mzZ69Zs8bb23v9+vXm5uaLFi06ffo0nU4/evTo/PnzZWVlvby8kpKS0HA3EBi8jImJERISEhYWtrW1vXz5cnt7+7cVQvwgfAyBMRiMhoYGtBgB8KMR2LSYL1jnoZIH/f39aOEQhUIBYRF4yWKxenp6CgsLCwoKuru70bF+cHAQj8ezv+zp6YGmZjwej/44SSRSTU1NS0sLTDYHBgaKiory8/NbW1vRaQFoj6GfSKPRwMQP3t7b24v6dZFIpJ6eHhqNNjIyUlxc3Nzc3NnZ2dHRMTAwICUlFRIS8kHar8nJydbW1lD/9r5joMTR1NRUTExMWFhYUVERbUJHEIRAIBgYGAgLC6MxEyjfVVNTExERERAUWLVqFXT1kcnk3bt3z5kzB5JYJBJp//79AgICQkJCkpKS7u7usMwqLy83MjI6fvw4nA06JmGhTCQSnZ2dYaBkMBgZ6RlLliyRlJQUFhZWUlK6efPml3U1+2EJbHh42NHREe5Lf3+/k6OTkJDQqVOnTpw4ERYWFhoaevz4cUjWDg8PP3782N/fH4pLPT09IQyzdetWHR0d8PWmUCjFxcUHDhwwMjLi4uLS19eHrqTPCCgbfgsMBuNfmfKrILB/lIKdJrDvFd+rmC+FQjEwMFizZk17ezuJRDpy5AgGg4FGiIkjNjZ22bJlp06dGr8PjMVi9fX1VVdX5+bmgg41uqu/v9/BwWHdunXsP34KhfLmzZuCgoKqqir22miQdkVXb2NjY42NjXl5eXV1dWjkk0ajoTomCIKMjIx0d3ej8wyIB8AuJpPZ29sLUYTOzs4v3s78wxLYyMgIGsCg0Whbt24VEhLKz88HYigrK4uIiGhqauru7r57925FRQWNRiMQCCEhIXx8fKAYsGXLFk1NTZA9io+Pf/r0KZ1OHxoaun37Ng8Pz1sFd5+OiIgIa2trOzZYWVkdPXr0X2vfJ0JgfX197B5m4+MjCSwiIuKtroVpAvte8b0SGLSfm5iYiIuLCwkJycrK3rp160OXIImJicuXLz9//vxHiIIzGIza2tpz585JSEhASuwHx+clMCg3/8c1ARDDFw+sAYE5OTlRqVQ3Nzc5Obna2loGg5GZmSkkJOTm5lZfX9/c3Ozo6GhkZDQ4ONjd3e3g4GBpaQnphk2bNklLS0PH0Z49ezAYzKNHj8bGxnbs2KGurv7q1auRkZGzZ89isVj29ptPB4PBMDEx+c9//vPHH3/MmDHjz79hZ2eHFmS9DxMhsJSUlI0bN07QReurNrT8OjFNYN8NYEVSUVFRVlYGZaIfeoaqqqqIiAi00v2DMDAwsGzZMmjA/9r6db4IPi+B5eTkmJmZvesCQaPR9u3bt2fPng9Kdk4G2B2ZY2JiZs+era+vX1lZSafT79y5Iycnh8FgcDicpaVlSkoKi8WCWLSenh4UiKmoqMTExMC6OSMjQ0xMTFxcPD09vampyd3dXVpaWlhYWFRU9OjRo+O3eXzE15aWllZTU8vOzm5ra2v4G11dXf+6iP8q+sAYDEZJSQl7PykyTWDfL75jAvt0QLfpx2kB0+n02traqqqqzzu+fLv4vAR2//59Tk7Od8X7qVSqk5PTqlWrvrhuBbuUFI1Ga21tbWhogNAZk8ns7u4uLy+vrKxkl4pmsVgDAwM1NTXFxcWQMIbtULpVX18PoWMymdzQ0FBaWvrmzZvPbhiWmprKxcW1YcOGj4g5T4TAkpKSPDw8JtdO5V1h0GkC+14xTWDTmBqgBMZkMikUCo1GI5PJ/f397KIEVCoVCnAIBMLo6CiM7DQabXBwsLe3l13oICkpiYuLq6ysbGhoqK+vDy3TpVKpzs7Ojo6OKIFBw2VfXx/7B9HpdNAsJRKJoAOAIMjo6Gh/fz9Uq3/6//uNivmePXv2559/PnfuHNygkZGRiTPZRAisvLz85s2bE+xmmS6j/2D8OAQGo8M0gY0DSLR82eK97wYogdXW1rq5ue3evdvGxkZMTMzc3Pzly5fwNJ49c3bnzp2rVq2SkJAIDw+nUqlDQ0O7d++Wk5MTFBTU0dGJj4+H8TQ5OZmHhycoKMjQ0FBYWNja2hpaPqhU6urVq52cnKDMtbe3NyAgQE5OTkRExMzMLDs7G0EQFov14MEDJyen8PDwJUuWYLHYjRs3vn792s/PT0pKytDQEG27/BR8owS2adOmn3/+edeuXQEBAaqqqkuWLAkICKitrZ3IeydCYAwGY+IZyo8kMDqd/laVyDSBfU8gEon5+flQ2D15BMZisUZGRr5OodUJoqCgIDAwMD4+/oOK76fxj0AJrLi4WFxcfOHChSdOnMjMzLSzs1NVVYXWvR07dsyZM8fExGT37t2vXr0CgwIsFrtnz55Hjx55eXlxcXElJSWxWKyUlJQFCxZgsdiIiIiYmBhdXV0tLS08Hs9isYDAyGQyjUZzd3dXUlK6ePFiRkbG6tWrcThcVVUVi8WKioqaOXOmsbFxcnJyWFjYnDlzcDjc9u3bHzx4AG95S9buI/AtEhiTyTQ1NeXg4Jg9e7aoqKiqqqqgoOD//vc/MTGxZ8+efRtl9DQaLTMzE3QWUEwT2PeExMREBQUFcIWePALr6+vz9PQ8duzY5z3tVCIhIeFf1ein8RbeN8yxE5igoKCXlxcskgoLC/n5+cHUdNeuXdzc3NnZ2WCWVlFRISgoGBgYCNE/MpksLy9vbm7e39+fnp7Oycl5+PBhuDWFhYW8vLyxsbFUKtXV1dXZ2ZlEIpWUlHBzcx86dGhgYIBMJtfW1kIzO4VCuXLlyoIFC8Agqa+vT1FRUVRUFDoQXrx4wc3N/emFo98igfX29hobG8+aNevAgQNdXV1DQ0N4PN7Pz++nn34yNDSEEWMcTITAQJloEldgY2NjkZGR3t7e7Bt/TAKjUCi9vb29vb1ohB0wPDyMx+PxeDx7pROFQqFSqSMjI729vf39/RB3IpFIeDx+aGgIvWE0Gg30gfr7+/F4/FuqxHQ6fWBgoKura2BgAA09M5lMMpnMYDCIRGJXV9e7Qizwod3d3ej3Ab3q0dFRKpUKu9iTBKdPn160aFFhYSHExyaJwHp7ezU1NTds2PB5TzuViI2NNTY2/tc+sGkAXr9+XVpa+r6ilbcIjN2uVkNDw9PTc2RkZM+ePZqamug4k5iYuHDhQvbuPT8/PwUFhZaWloyMDD4+PlRvgUqlSkpK7t+/n0Qiubu7r169mkgk3r17d9asWWZmZh4eHu7u7s7OzmJiYitXriSTyVeuXOHj44NSgsHBQRsbG0dHR0h9vX79mpub+9P9Lr5FAgORgYaGBvZxiUwm6+np/fTTT29V9r2LiRBYZWVlTEzMJObApvvATE1NgZ82b94sLS2trKy8Zs2ampoaIKGysjInJycREe99jn0AACAASURBVBFRUVErK6v8/HzYHhYWFhwc7O/vr6KigsPh9u3bV1hY6OHhgcVizc3Nnz59CodlZWXZ2Njs27dPR0dHQkJi9erV6FUdHR09efKkoqIiPz+/iopKeHg4jAWdnZ0GBgYXLlywsLAQFBRUVlaOiopC88wNDQ2enp4SEhIiIiIODg6gKjQ2NhYVFeXs7BweHq6oqIjBYBwdHeGD8vLyMBjML7/8oq+v/+jRIxaL9T4CY7FYBAKhs7MT5mKoh8Xo6CiFQhkdHe3q6sLj8W8FCalUak9PDx6Pb25u1tbW3rhx42TerslFcnKyvb39pUuXpglsIrC1tfXz83tfzwBKYEVFRSIiIvHx8eguAwODtWvXjoyM7N6929jYGG3lvnPnDhcXF7sF/NatWzU0NFpbW8FtAPXxIRKJWCz24MGD/4/ACMRr167NnTt3165dly5dOn/+fERExOnTpxMSEmCOjsFgoNBjYGDA3t7ey8sLJp01NTXc3NzJycmfeDW+RQJ7HzZv3szBwXH+/PnxD5tgFaKnp+ckViGOjY1dv37d39+ffeMPRWDm5uavX79evXq1mpra9evXnz59qq+v7+PjMzAwQCQSNTU11dTUbt++HRsbq6+vLysrC7W8/v7+f/311+rVq9PS0iCULy4ufuTIkfT09OXLl9vZ2YESTHx8/KxZs2RkZG7fvp2cnKynp2dmZga7wLdz+/btT5482b59Oz8/P8TfOjs7//vf/4qJiZ05cyY9PX3lypUCAgKQVgXvZl1d3YSEhNTUVHNzc1VVVTweT6VSDxw48Pvvv9vb2z948ODKlSvCwsLgDjU6OhocHMzDw5OYmEgkEt+3AgNjbj09PTExMX5+fmNj4/T0dARBCATC3r17161bFxISIiYmJiAgsHXrVlROtKura+/evTIyMlJSUt7e3rKysm89SN8WCARCfX39+B1FkOobGxsjkUhdXV19fX0wgg8MDKACmCgYDEZfX19HRweIbaJnoFAow8PDY2Nj3d3dHR0db30iyHq1tbWBnyf7LiKR2NnZOTAwAGdgLxgbHByEyQf7koj9g7q7u+FsJBKps7Ozv7+fnXuYTCaBQOjo6Oju7mZPAQ4PD6PTl66uLnSqPjg4qKmpuXLlyu7u7n+sW2NfgQkJCQUEBMBp8Xi8hIREWFgYi8UKDg5mJ7CCggI+Pr59+/bBkWNjYyoqKvb29kQiMS0tbeHChahPXnJy8sKFC2NjY8fGxiCEODQ0lJOTw8nJeerUKXg7gUA4d+7ckydPaDTaxYsX2QnMzs5uzZo13y6BsVisoaGhtwJFH4GxsbG+vj4CgfBWHWZAQAAHBwfqFPE+fBV9YOi8m33jD0VgVlZWkZGR8vLy9+7dg2VHdnZ2eHh4T0/PxYsX58yZg6p6P3/+nIeH58iRIwwGAygHBOvweDwfH5+BgQGM7FeuXBESEgLTrLi4uLlz554+fRoekfj4eE5OzsePHxOJRElJSVtbWxjXwNtJVFSUQqF0dnbOnj07KCgIfmCFhYULFiwAb5fExMR58+ZFRUURCAQikfj48eNFixadOHGCRqPt2rVLQEAArBaGh4fXrl2LOoTdvHlTREQE3N3elwPLyMjA4XABAQEVFRXJyckqKir6+vrDw8MguPe///3P19f36dOnBw8e5OLiArNgOp0eFBQkKioaGRn58OFDCwuLX375BVTnv2MMk4d37dq1a9eutWvXSklJKcgrnD179ln2M3Nzc1FRUWdnZ1RomEQiRUREaGlpiYqKCgoKWlpags7C2NjY5cuXV65cGRYWBuvvlStXghcUk8msqqry8PCQk5MTEBCQkZEJCQkBzgAZZQMDA1ERUXNzcz8/P09PT5DFYzAYT58+NTMzExYWxmKxfn5+qCdAVFSUg4NDaGgorMt37dr16tWrjRs3iomJaWpq3r9/H61cj4uL09XVFRISkpCQ2LdvH6pQtWvXrvXr18M0hZ+f38XFBYaFkJCQ33//fe7cuWvXrkX94diBElhJSQkWixUWFr59+3Z+fr6rq6uqqipEDrZu3co+zjCZTGdnZykpqcjIyPLy8j179vDy8t64cQPKCGfPnm1gYJCfn//s2TMDAwMdHR0o4li5cqW9vT2ZTB4dHTU3N1dWVo6JiWlsbDx27JiYmNiLFy8QBDl//jwXFxdMHPv7+y0tLV1dXeH3VV1dDU7in/hgTCWB1dXV6evrowqZH42srCxxcXE9PT32DnEmk2lpafnTTz9BynAcTITAHj58uH79+glKjU+X0X8wwNDSz88PLELe2rt+/XpVVVV0hoggiJKSkru7O4lECgwMXLJkCaitsFgsMTGx3bt3w5T23r173Nzc8K67d+/y8vKioY+enh5BQcHTp0/DvI99kX7p0iUuLq6mpqa2traFCxeiOYPGxkYBAYGYmBgajXbs2DFQeXFxcXF1dbWxsREVFd26dSudTt+5c6e0tDS8hU6n79mzR05ODoaniRBYYWHh5cuXOzs7R0ZG+vr6goKCsFhsQ0MDmUy2tLTU0tICYbTOzk4dHR1nZ2cEQQoKCjQ1Nfft2wfc/OrVKwEBgW96BTYRDA8P29jYzJ07d/v27ZmZmWvWrPnjjz9UVdUuXbp8//59HR2dTZs2wZH379/HYDDh4eFVVVW3bt2Sk5MD5Xgqlbp///7ffvvN3t7+4cOH165dExERcXFxQRAEj8evXr1aW1v7+fPnFRUVmzf78/Hxx8TEIAjy4sULWVlZJyen9PT00NBQTk5OLBYLpQc5OTkKCgoODg45OTl3796Vl5d3dHSExdapU6d++ukne3v7p0+f7t+/n4+PT0REJHhHcHZ2tq2trYmJCbgHxMTESEhIrFu3Li8v79KlS8LCwgEBAbCu8vHx+fXXX11dXTMzM69cucLNzR0YGMhkMltbW5WUlCwsLMrKyv6xaJN9BSYqKmpqaqqjoyMgIKCtrZ2TkwNP5oEDB1auXMnOf21tbV5eXhgMRkBAQEVF5cqVKxCyzsjI0NHRWbt2rZKSEgaDMTQ0LCoqQhCETqdv2LBh/fr1MBF8/fr1qlWr+Pn5hYWF9fX1IyIigKWuX7+uqKgIVSREInHNmjVbtmyBXfX19TIyMhBv+BRMJYHduHGDg4MDfPg+Ba2traqqqhwcHJGRkcPDw9CxB66Henp6n6WIo6enp6qqahK1EP8RPxSB2drarl27FnRfYCOs0Gk0mre3t4aGBvv0RFlZef369cPDw4GBgaampkBgDAZDTEzs0KFD8JtPTEzk4eEBAouNjcVgMOiVJJPJOBzu3LlzlZWVXFxcqOUVgiBXrlzh5eXt7Oxsa2vj4uJCe1Pq6+sFBQXv3LlDpVL37ds3f/788PDwK1euREZGXrp06dy5c1lZWVQqdceOHainJY1G2717t7y8PAwTN27cEBERgf/ifQRGpVLLyspOnz69ZcsWBwcHXl5eWVnZmpoaMpkMlwgOI5FIVlZW8CtNSEhQVVVNSEiAXQQCQV9f/5vOgYFvTk9PzzidrWQy2dbWVl5eHtYoRUVFf/zxh7e3N6gBwGWHsqsXL15ERUWRyeTh4eHW1lYPDw8cDocgCI1G27lzJxoWHhkZ8fHxgeVyf39/dHR0Tk7O6Ojo4OBgSkqKtLT04cOHWSzWzp07xcTEYKE2PDy8adMmPj6+V69esVisoKAgDAbz+PFjAoHQ398fGhrKz88PS4rQ0FA0hNDQ0KCioqKtrd3R3oEgyPXr11VVVTMyMsB0SklJqbi4mEAg9PX1bdy4UUJCAnyfPT09RUVFgS1YLJaVlZWJiQnMZoyNjdeuXfu+sYmdwPj5+WNjY0kkUktLC7tHNlhkvXW1qVRqV1dXQ0MD6meEIAidTh8dHQXLcnb7Ibhr7DKJEMOor68fGhpCzwzt0mhal0KhoLFZJpP5VjD24zCVBHbo0CEODg5HR8eBgYFPPFVUVBQPD8+MGTNWrlx5/vx5X19fTk5OMDD7NsroWSwWmUx+60L8UARmbW0dGhoqIyPz8OFD2Pjo0SM7O7vq6uoLFy7Mnj0brcZ5+fIlNzf3uXPnWCzWtm3b3iKwgwcP/iOBzZ8/PyoqCs7w6tUrXl7e7OxsyEI7ODjAT3FoaMjR0RHGvvb2di4uLjTcDwQG0/Do6Oh58+bdvXsXnq2WlpawsLDi4uJ/JTABAQG4m/9IYEwmMykpSUxMTFdXd9euXc+ePQsODsZisSiBOTg4wJFDQ0PW1tYg+JaYmCglJQX+wgiC9PT0fAdFHDY2NuPbqZBIpJUrV9ra2sIxra2tXFxc4P7FYrHCwsJERUVhF4VCycvLCw0N9fX1tbKymjdvnoSEBIIgNBptx44dUlJScEI6nb53715ZWVkwsOju7o6Njd29e7enp6eamtq8efOOHj06PDxsZ2dnYmKCfo1bt26Jiorm5eWRyWRnJ+e5c+e6uLg4Ozu7uroaGhpisVhojDl27BgWi4UAQE9Pj76+PlqulZiYqKGhkZycPNA/oKury8/P7+bm5uTk5Obmpq2tLSkpCT8Hd3d3PT09VIx1zZo1xsbGkJM3MjLy8vL6VwKDGDjq4v29YsoIjMlkbtiwgYODQ0ZGBiYZn3i2xMRENTW1hQsXcnFx8fLyGhsb5+bmTuS9XwWBQQHbW+POD0Vgy5cvr6mpsbCw0NHRefjwYX5+vqmp6Zo1a3p7e/F4vKqqqq6u7qNHjzIzMy0sLGRlZSHJsWnTJgMDA0g2MBgMDAYTEhICBAZ5L7h6CQkJs2bN0tLSevDgwYMHDwwNDVesWDE4OMhisQ4cOCAkJHTo0KGSkpLDhw+LiooeOHAAQZA3b97Mnj379u3b8A2hzBeGyLa2Ni0tLW1t7eTk5MrKyk2bNsnLyzc2NlKp1G3btomLi8NbaDRaUFCQhIQEzECTkpJmzZp14sSJrq4uBoPxLoENDQ05OzsrKSkBm9JotM2bNwsLC49PYBUVFTIyMt7e3kCTGRkZ8+fP37p165Tct0lBXFzcv9qpDA0NrVq1ytXVFWolWlpauLm5wWyTwWCEhoZisVjoarp58yYGgzE1NT148GBycvK6deskJCRYLBYQmIyMDJyQRqPt3btXTk4OQZCO9g57e3tRUVFvb++bN2/euHFDTU3t8OHDJBLJ1tbW0tIS/RoJCQlgWTk0NGRrYysuLn79+vWoqKgrV65cunQpIiIChpUjR45IS0tD9Li7u1tPTw9tmElISNDQ0Hjw4EFfb5+GhoaWltatW7euXLkCi/uLFy/CA+zm5mZkZITam3l6epqYmKAENpEVWEVFhbKyMhiFfMeYMgKrra1dunQpBwfHL7/8wh7C+RRQKBRwhezo6Jh4Ce5ECGxsbIx9KTw+Pr6M3tPTk33jD0VgpqamPT09dXV1VlZWGAxGQkLC1dUVqiEQBMnNzTU1NcVgMIKCgsbGxmgZ/b59+1xcXKD4hcFg6OjonDlzBggsNTVVSUmppaUFQZD4+PgFCxa4urqCOo6DgwNsRxCERCLt2bMHi8UKCAgoKCgcPHgQHp22tjYFBYUHDx7AYc3NzRoaGugEtqSkxMLCQkBAAIvFrlixIiEhgcViUanUo0ePGhoawjF0Oj00NNTY2Biem6ampmXLlomIiERERPxjGT2DwdizZ4+oqOiTJ0+am5uvXr26aNEiUVHR3Nzc4eFhY2NjKysrOHJwcNDc3BxGUiaTCUUcUVFRL1++XL16NQcHxzdNYPHx8SYmJmfPnv1QAoP1MUpgCIL09/cvW7Zs2bJl8Ej09fXZ2tricDgwD3yXwOTl5REEefTo0dy5c9H0Z3p6Oh8f3/79+yFOKC0t3draCiGv4OBgDAYDIcQt/luEhYWhQgRBkJcvX4aFhUEA4F0CW7t2LRwGBAZ1HFZWVqqqqujv/eHDh2fPngWWGofADAwMPDw8/pXAmEzmBynsfaOYMgKLjY1dsGABBwcHBwfHzp07v6CPzEQILCMjY/v27ejzMz4+ksAuXryIPtaAH43AoJGZSqW2trbi8fi31PCoVOqbN2+6urrYW6DodDq7xheVSmXvRB4bG4Ndd+/e5eLigoh8V1fXWyMjk8kkEokQ00cnKdCVjJY4Az+xVzyPjY3h8fjW1lb2s72lB/bWSwqF0tfXR6VS35cDq6+vX7VqlaSkpLi4uJOT06FDh6ysrJKTk6lUqoeHB9qeTCaT165du379enjZ29u7c+dOLBYrKCjo5uZmYmKyf//+CV75rxDPnj3btm1bWlraOKMttMGuWrUKCKy5uXn27NlAOQwG48iRI/z8/EwGc2R4ZN26dQoKCkVFRU1NTefPn589ezY/P//g4CCNRtu2bRvwHIIgNBotODgY0mP5+flYLDYwMLCxsfHFixcODg6//PKLr68vgiAFBQWKioomJiZRUVG7d+/m5uYWExMDY98nT57gcDgbG5sXL168fPnS2NjY0tISSsYPHDggKioKZNbV1bV48WJorkAQJDY2VlFREdaON27cEBIS8vLyKikpyczMVFZW3rBhAzztjo6OS5YsQUOIq1ev1tfXh98L5AKTk5P/sZ77xzS0nAICO3jwIMffcHBw+IIqQhMhsHv37rm4uExiHxiNRktNTT19+jT7xh+TwCYDt2/fnjVrFrrq+uIYR0qKTqfj8fi2tjZgX7AVh+3sA/pbL5lMZk9PT2dnJ41Ge2vXNwcoxBg/3EEmkzdt2rR161YY39vb25WVlaGLiMFgREZG6urqwgSovLzcysoKi8XKysp6enqeO3du8eLFFRUVdDr92LFjxsbGcEI6nR4eHr5s2TIEQUZGRiIiItTV1UVERDQ1NUNCQnx8fLy8vOC75ebmWllZSUlJwRxCSkoqLy8PTvLgwYPFixcLCQlJSUl5eHigq7GIiAgjIyMoJ+vt7V25ciXa55CammplZQWJLgaDERUVJS8vLyQkJC8v7+fn9/r1azhs69atq1evRqvqAwICXF1doSr69u3bEhIS2traUBP/FqYJbDIwOjrq7e2NEpioqGhWVtakfuI4+Cr6wBAEAXc19i3TBPa58PDhQ2Vl5X/1Np0yTKvRfzoYDAb7+hgyXvASIoTokVQqtbu7u6enBzaiRzIYDHamZ3/JYrFIJFJrayssykFKDnQCU1NTYdlHo9GOHDmCw+HYC9ApFApIpbw1vUCV6FgsFp1OR785emb04OHh4Y6Ojv7+fvaN//hV0ROSSKTBwcHxG5l/EEwNgRUXFy9evJiDDWfPnp3UTxwHEyGwJ0+e7N69G8pW/xXTZfQfjMkmMCaTSaVSv7jfOYppAhsHoJv1ddqp3Lp1S1BQ8MKFC7W1tbdu3VJSUnrLRf1rwzSBTQauX78+Y8YMdgKDtrxJ/dD3YSIE9u7qaBx8TkPLpUuXQpPj9w1LS8vvXo2eHdMENg6ampoiIyNfvnz5FQZC+/r6jh49qqmpKSwsLC4uHhAQ8Ok9QJOKH5PAVq1aNamfEhISwvH/w9zcHBVemWK0tbUZGhp+4TJ6BoNRWVn55MkT9o1FRUXy8vL379+v/H5RUVFRUVGho6OD6hH8CJgmsHGQkJBgZmY2fhXil8XIyAjIKn49a/r34QckMC0traVLl8LAMhlDVm5urrGx8VsE9ueff4aHh0/Gx/0r7t27p6ioCE3unwWfzU6lvr5eUVERi8UqfddQVVUFQV60yOq7xzSBjYOJ9IFNY4L40QispaXFzMxs/vz5KioqkzReKSoq4nA4KPr966+/uLi4xMXFoUpIWVl5kj50HGCxWGVlZXalvXfR2dlZUFAwQZ/bz2anAq0bJBJp6PsFiUSi0+mrVq06fvz4VxgymiRME9g4SEpKsra2vnTp0rQj86cDJTDQwh8aGmppaSkpKYGSSBKJVFlZWVNTw64shSBIX19fVVVVYWFhTU0NdAIgf687yWRyY2NjcXFxU1PTW2Wxzc3NJSUlpaWlb968Yd9FIpFev35dVlbW3t5OJBJ7enrQlevIyEhdXV1RUVF9ff37LM0+CHg8PjAwMCQkBJwKJmnUAuPp6upqNze3ixcvIggyPDz8pQZqEon0rhLYW7h//767u/vk2qlcu3Zt8+bNH/He7wCurq4nTpx4n6fRp4PFYuHxeJDAgC3s3WMTPAOBQGhpafksUaNpAhsHr1+/jo6Orqur+/oDdF8/UAKrrKy0srLatGmTvb29oKCgkpJSSkrKkSNHFBUVJSUl/fz8UHeekpISZ2dnWVlZISEhYWFhLy8vqNd/+vSpsbHxzp07jY2NMRiMjIxMTEwM/KAoFMrFixd1dHRwOBycPCYmBobUgYGBbdu2warF3Nzc09PT29sblgJgEiQrKysoKCgnLwdiXZ/4/+Lx+J07d06NI3lbW9vatWtRFbevGYmJiatXr57EMnoGg1FdXf3pjtrfKFxcXMLCwiaPwEB2YcOGDUNDQywWq6qqKi0t7YMiVAwG4/Lly3p6ep+lOm5qCIxMJnd0dIyOjjIYjNbW1gkW0f4j0Jp1AoHQ1tY2wVjENL442A0txcXFRURE7t27l5ubq6ys/PPPP7u4uDx//vzGjRu8vLzQi8ZisRwcHIyMjLKzs7u6ukCG9Nq1aywWKzU1lZOTU01NLT4+vqioyMLCQlxcHAqvCgsLsVjs4cOH29vbCwsLzc3NcTgckUhksVh79+4VFhYGVS1fX9///Oc/JiYm8DgdOHAAg8HcuHGjpaUlNDRUQkLirUbYjwAejw8ODganoclGS0uLl5fXtWvXpuCzPhHJyclr166dajuVHwdAYJM342YwGImJidHR0RCVsrOz8/Pz+6CyVxaLlZOTc/z48c/CslNDYImJiRYWFtnZ2SQSydLSMjQ09OPO09HRkZKSAkNVZGTkypUrK/92DPhSYDKZYO04kZs4eROjdwHzGwaD0dHRMcEJ76SCXY0eg8Ggz5u/v/+MGTPAdpnJZMrKyu7duxda4O/fv19cXDwwMNDe3l5UVCQgILB3714ajZaWlsYuBxwbG8vJyQm+snV1dXFxcb29vb29vU1NTcHBwQsWLOjp6RkaGsLhcJs2bYLL0tPTIyYmZmpqiiBIb2+vmJiYjY1NY2Nja2trVWWVpaWlnJwcqPbBzcXj8eP7mr6LaQL7R9TU1CQkJEzwYk4T2AfDxcXlxIkT0MI5ODgIipbgPDI4OFhSUlJeXg4+eCgGBgbKy8tzc3Nra2vRZMnw8HB7ezuJRKqrq8vNza2vr4dYPIvFAlFgOp1eW1urpaVlZ2dXUlICwx+JRKqqqnr16lVVVRXq2Euj0VpaWohEYllZWV1dHZVKHRwchEpZELUaHh6ura3Nzc2tq6tjX5FQKJTa2tr8/Pzm5mYikdja2vouMU8Ngd28eVNVVTUlJYVOp587d+6jzZYOHDhgamoKUn7Z2dmRkZGT2vBAoVDweDysld93zDB5ePPmzagSx/tAJBKTk5P/0enxs2NoaOjx48dgbkkkEr28vFBPsi+It+xUQC4SQZCQkBAdHR3UIU9JSWnbtm1wMbu6ui5duuTv7+/i4mJgYPC///1v//79VCo1NTV14cKFqN5HZmYmDw8PVG/TaLS8vLz9+/f7+PjY2toKCwvPmTOnu7u7sbGRi4sL/dDh4WEPDw9LS0sWi9Xc3Dxz5kxlZWV7e3sHBwd7e3s1NTVNTc3u7u6rV6/a2NhYWlo6Ozt/qHz+NIF9Oj7STgWMdz/7t/km4OLicurUqaKiIisrqw0bNtja2goKCiooKCQlJR04cEBRUVFCQmLjxo1omL6pqWnNmjXgsSsjIxMeHg7R88ePHxsYGAQFBRkbGwsICEhJSUVHR4Mu0fbt29etW9ff379nz565c+cuWLDAzs5udHR0aGgoICBAXFxcQEBAUlIyKCgIBHtaW1tlZWV9fX2FhIQMDQ3hV62pqYkgSGNjo5yc3P79+/X09OBdp0+fhmn+4ODg0aNHlZSUREREzMzMPDw8jIyM3i1GGIfAqFRqbW3tq1evcnNzm5qa4L0MBgOPx3d3d3d2dubl5ZWXl6OTKTqd3t3djcfj29vbc3NzKyoqUE28W7duqaurP3jwgMlktrW1oUJELBaro6OjoKCgpKSEPa5IJBLLy8tfvnxZWFjY1dUF/IHH4z09PVVVVePi4shkMolEYpfKRt9SUVGBJuFHR0fb2toGBwfr6+tfvnxZVVX1QdHaly9frl+//vbt2+NEa8fGxmJjY+Pj48eP6BYUFPDx8f2jxtJnx9OnTzU1NcGYbWRk5NatW6gXzxcEO4Hx8fGhfLB3796lS5fC+glBECUlpe3bt1OpVBKJZGZmJiUlBbegurpaXFx8586dKIGhfrMZGRm8vLxwbR88eCAsLGxkZHT48OGsrKwTJ07w8vJ2dHQ0NjZyc3PHx8fDW+g0+rp16ywtLZlMZkNDw6xZs9zc3BISEmJjY+Pi4m7cuHH37t3+/v5bt265u7uvXr3ax8cHNVeaIKaYwNzc3C5fvjwFnzWV+EgtxIcPH546deqzf5tvAi4uLqdPn87NzYX61OTk5MLCQmVl5Z9++snd3T0vLy86OpqHhweeZiqV6uDgICEhcenSpcrKyn379s2cOTMqKorBYKSlpS1cuHDx4sVJSUllZWWWlpaioqJQe+Ph4WFtbT04ONjZ2bl06VInJ6eGhgYwTebl5T1x4kRtbW1YWNiiRYu2b9+OIEh7e/uvv/4qISFx8eLFhIQEKpUaGhoqJCSEIEhDQwMHB4e8vHxiYmJZWZm7uzsfH19jYyODwbhy5crChQtPnTpVXV0dEhLy66+/KigovDt8v4/ABgcHT5w4oaKiIikpycfHp6ysDH4uAwMDW7duNTExAT9GaWnp3bt3w3QHj8evX7/e3NzcxcVFTExMRkbm0KFDQ0NDyN8ElpaWRiKRTExMDh8+jCAIk8lMS0tbsWIFDodTVlb28PCASXRzc/PGjRvl5eXFk4BZ1AAAIABJREFUxcX5+PjMzMxge2xsrIiIyIwZM5SVlaurq2/cuGFtbQ2jWEdHh6+vr5iYmKCgoISExL59+6CrNz8/f9myZZs3b7awsBASEhIRETl37tzE02bx8fGmpqZnzpwZh/aYTCbQNoIgdDq9qakJFsQvXryorKyE2czIyEhkZOSCBQuuX7+O1l+1t7fn5+e/fPnyLaNbFovV2NiYm5tbVVXV29vb3t4OUwSwf+zt7c3Pz4c1KIIgbW1teXl54NcM9XtkMvnChQs4HO7AgQPQztjZ2YmmHKhUal1d3cuXLwsKCtBJGI1G6+zs7O3t7ezshEnDZPREj0Ng+vr67AQG7s/Pnz+fO3cuiAsjCJKfn8/NzR0cHPw+AgNXIxcXFyUlJbgUVCp13bp18+bN6+joGB4eVlZWhjIQOp1eXl4uIyMDjtj9/f1SUlIWFhZws0ZHRyMjIy9cuPCJeYSpJLDe3t6jR4+CAudXDiqVyq5UPj4+Xo0eBEN/QACB5eXlCQoKhoWFwcYtW7b89ddfIPXNYrFkZGRCQkKYTGZJSQkPD8+xY8fQ+7FkyRJdXV08Hp+ZmcnJyYk+UnFxcQsWLABF1DVr1tjY2JBIJCaTaWFhsXHjRiaTSSAQhISEPDw8INJIpVK9vLz4+fnJZHJra+ucOXP27dsHpwJvFBEREQRB6urqZs2ahSacc3NzFy5cmJWV1dPTY2pqiurD9vT0LFu2TE5O7t2x+30ElpKSIikpeeLEiYGBgdLSUgMDA1VV1aGhocHBQScnp19++SUwMLChoQH85kFyHo/HW1pa/ve//w0JCWlqajp9+rSgoOCJEycQBImOjlZXV09PTycSiYqKikFBQQiClJeXa2lpmZubFxUVFRUVLV68eNu2bVQqNSQkREVFJSkpaWhoKDU1lZeX19fXFzT31q9fr6mpmZaWhiDI8ePHtbS0ioqKmEymj4+PiIjIqVOnampqTp48OXPmzCNHjtBotFevXgkICMjJyd29e7e2ttbV1ZWXl7eiomKCD8Pdu3cNDAxOnjw5DoGRyeQNGzb4+vpCfamsrOzu3buNjIxERESwWOzBgwdpNFpzc7O8vPzPP/+spqZ269YtJpP56tUrc3NzMTExYWFhQ0ND+I8QBKHRaElJSVpaWlgsVkdbx8nJydTUNCMjA0GQ9PR0BQUFHx+fBQsWrF27lkajZWVmmZqaysnJiYiIiIiIbNu2jUQi1dTULF269PfffxcSErp8+TKdTnd1dYW2zpGRkfPnz4OPj7CwsJOTE2QQu7q6vL297e3t169fLyYmxsPD4+Pj89ljsyiBFRQUzJkzB3UYDwoKUldXR3OZOBzO19eXSqV2dHTIy8u7u7vn5OSkp6fb29v/9ttv69evJ5PJKSkpf/75Z2lpKbzl0aNHs2bNgv7Z8PBwMTGxq1evvnz58uLFixISEv/5z39gcXbz5k2cOM7FxSU8PNzCwmL27NkWFhagBnn69GkBAYGtW7dmZWUdP34ch8N9urHWVBIY8oESTV8QxcXFly5dmmCE7yMJ7Ny5c6jJwo8GdAUmICCABl4gTI9OEhUVFWGSmJiYyMnJmZ2djb49ICBAXl6+ubk5Kytr4cKFMCtE/g7Tw5zRy8sLCIxOpy9fvnzjxo00Gq2xsZGTk5M9CHD9+nUuLq6GhoaWlhYuLi7UFIqdwGpqahYuXJiUlAS7SkpKMBhMWlpafX29qqrq3r17YTuDwdi3b5+srOy7DS7vI7Dq6uqUlBQIFdbU1GzatAkM7MlksrW1taqqKgxwo6Ojzs7OmpqaJBJpYGDA2NhYV1cXzH7IZPKKFSuMjIxoNNrdu3dRAlNWVgYF9EOHDi1evBjt28/JyYG4zYsXL54/f97X19fa2lpRUaGmpmZrawtRR6icBm+2Y8eO6ejoQE+PiIhIQEAAGiC1srKSl5dvamoqLi7m4eFB/a+zsrI4OTnfUpkZB+np6WvXro2JiRmnD4xEIq1atcrZ2RkI7Pfff8fhcHfu3Kmurvb39+fk5ITRMyYmhouLKzExEawC1dTUrK2ti4uLoYNHUlIS2j8LCgokJCTc3NyKi4vj4uKwWOzChQthuf/o0SMODg4jI6Pr16/n5OR0tHdYW1vb2tq2tbX19fXt2rWLn5//7t07CILcvHlTVlY2PDx8bGyMQCCYm5uD4+jNmzcXLVq0fv36ioqKBw8eiIuLGxsbk0ik3t5ec3Pzv/766+jRo/X19eHh4fPmzQsPD5/gVZogUAKrra01NTVF70JkZKSPjw+kmREEcXZ2Pn36NFzwmJgYIyMjOTk5dXX18+fPBwQEBAcHEwiEvLw8Q0NDVJo1Ly9v2bJltbW1CIL09vZu375dXl5eQUHBycnp3r17pqamkHNlMBh37txZsWKFnp5ecHCwra2to6MjTOnGKGPh4eFKSkri4uL6+vqnTp369E7QKSawbwX37t1zdXWdxD4wKpUaFxcXEhLyEe/9DsBOYPfu3YONe/bsYQ/TKygoBAYGQpUUJydnZmYm+vYNGzYsXry4vb09KyuLi4sLnexnZGS8j8BgedHU1DR//vxz586hp4qIiFi0aBEejwePREhpIP9EYGh0vqSkREBAID09vaGhQVVVlf0mHj58WEZGZuIERqFQMjMzAwMD16xZY2dnx8/PLysrC47MlpaWqCMzgiAwY4U+UwMDA/a1+86dO+Xl5Ts7O+Pj498lMC8vLwMDg3dFT/r6+m7duuXn5+fm5rZixYqZM2c6OTlBvCs4ONjIyAgS/kBgFRUVL1++5OHhiYuLY/9nJSQkSktLS0tLeXh4YAWDIEhhYeGiRYvQ5c6/gkQitbe3j9/FTCKRnJycXFxcWCxWZ2fn/PnzDx06BLvAOxuCYM+fP+fj44PCihs3bsyZM+fKlSv19fUNDQ3Jyck8PDz79+9nMpnHjh0TEhJCI4Th4eHo/U1KSpo5cyYaUuvt7U1PT6+srOzp6amvr798+TIOh4OYQXp6upqaGky/+vv7LSwsnJ2dmUwmlCeg4cSIiIgFCxZASZienp6dnR1kT9vb21VUVPz8/CZ4lSaIj1biIBAIH7q2oFAobzVyUSiU27dvw/VHEKS7u1tbW3vLli3smUsWi/UZY6fTBPaPSEhIcHR0nMQ+MCjieKvQbupBJpPLy8snaNz5GfE+AmMP06MEVldXh8FgNm3aBBWDfX194uLirq6uJBIpPT19IgRmZmbm5eUFQidSUlImJiZQy4DH483NzdXU1JhM5ps3b7i4uP5f/vnfCCwlJWVgYMDV1VVLS6ujo4NOp1dWVurr68vLy08whEin069du7Zo0SJra+uTJ09WVVUdPnxYVFS0pqaGRCJZW1uzE9jJkyfl5ORaWloIBIKhoSE7ge3Zs0dNTa2vry8uLu5dAvP09GS3RhwaGoIcz8aNGwUFBT08PKKiolpbW5ctW2ZpaYkSmLGxMcy1UQLLzc3l4eFBV6gIguzatUtBQaG6urqkpISbm/vx48ewvaCg4IMIbCJgJ7COjg5ubm70mzQ3NwsJCUF7aXZ2Nh8fX1FREY1G279v/4wZM2xsbKDsbfny5UpKSiEhIcPDw15eXtra2ujJnzx5IiQkBGbc9+/f5+XlffnyJexiMBi1tbWhoaHr1q1zdnZWVlbm5OSEgG1qaqqqqipU3AGBubm5kUgkLS2t1atXoyfPysqSkpI6c+bM6Oiojo6Oj48PbO/r69PT0/vs2vZfVkpqZGTE1dV18eLFt27dSk9P37x5s4SExNOnTyfvEz+OwCgUSmNjY0VFxbsjcFdXV1lZGVoANTXo6elpbm7+jN2WmZmZAQEBk+jI/DWATqcfOXJk3rx558+fn+KPBgJ78eLFvHnz0DB9YGCgmpoaGqbHYrG+vr6QF9m6dauYmNj27dvv3r3r5uaGw+FSUlIQBElKSnorTD9z5kyIJjk7O5uYmAwODjKZTHd3dxwOFxERAaljUVHRdevWJSQkbNy4EYfDXbhwAUGQhoaGP//8E60AptPpBw8e5OLiQhCkqqrqjz/+uH//PuwqLCycN28erEVevHghLi6+YsWKY8eOOTg4zJ49W0lJaYJViENDQytXrlRRUYGXo6Ojbm5uwsLCsAKztbWVkJCAZRCRSHRwcDAzM2MwGL29vcuWLVNUVIRoWH9/v6mp6cqVKxEEiYmJeZfAQkNDpaWlYXRGECQkJMTNzS0tLU1GRgaqVxAEefPmjZSUlKWlJfD6jh07dHV14UYAgZWWlvb09EhJSTk6OsJvm0gkKikpmZub9/X1FRQUTDGB8fDwoHeqqalJSEjo5s2bCII8e/aMj4+vtLSUTqeH7A3h5OS8du3agwcP7t+/n5SUdOPGjdzcXDKZ7OPjo6WlhZ48JydHVFQULtG9e/f4+flRqe/y8nJNTU1ZWdldu3ZlZmYmJCSoqKiA7kNqaqqamho8vSiBkclkHR0duB2A1NRUSUnJq1evDg8P6+jooLbaQGDoy8+FL66F2NTUtGXLFlVVVSkpKTMzs8kuefg4AqurrTMxMVmwYMFbIdz+/n4PD4+ZM2dOcanh8ePHbWxsIGj/WUAkEtGS5n/FN0lgo6OjV65cWbBgwc8//wwj+FQCyugrKyutra3R5Nbly5c3bdqE2ii7ubmdP38egg8kEmnfvn2Kiorwq0hNTYVjXrx4YW5ujsaCCgoKli9fDi+PHj0aHBwMpWVZWVlLlizR0NCAwff8+fMaGhoSEhIGBgbok9re3m5ubo7OFhkMxu3bt8FnCARD0Vn569evra2tnz17Bl6FL1++dHBwWLJkSVBQkLe3t4KCwgT7wFgsVlhYmLCw8OXLlzMyMo4cOcLPzy8sLPzs2TNIev3666/e3t537tzx8vJSUFCAsRKKOH777TdfX987d+64uroqKSnB4Hv16lUZGZmUlBQCgYDD4fz9/eHbmpubq6urX79+/caNG4qKiseOHRsZGbGzs9PR0bl3715GRsaGDRtmzJhhaGgIOZIzZ84ICQmB2tCxY8eUlJTy8/MRBDl06BBw/927d318fERFRWEZlJOTM2PGDLTtLDc3d9asWROvhyYQCCUlJc3NzeOEsCZIYDk5OQsXLnzx4gWCIHFxcfPnz7969SocVl1dHRgYWFxczGKxLl68yM/Pn5OTQ6FQent7g4ODOTk54QsDgaEpw5s3b86ZMweNjl69enXevHnHjx9HECQ1NVVBQeH69esIWwgRQZA1a9ZgsVg4A51O37p1q4CAQGFh4eDg4I9AYAAWiwWVsZONjyOwyorKJUuWcHBw2Nrasq97Hmc9FhAQ+Pnnnz97bnJ87NmzR09PDy34nGJ8DIExmUw8Ho+OvFMJBoPR0tKya9euuXPn/vzzz3/88QfIU04lPk6Jg8VioT1PH4G3xsdP/4GNjIw8ePAA1oIIggwODtrb2xsYGLx75PtyYB0dHVu2bFFTU1NQUNiwYUNUVNS6devS09NHRkbs7e3l5eU3b94sIyOjq6uLJp+6u7tNTU01NDQ2bNggIyOjr6+Prq7S09O9vb3z8/PJZPKaNWvQ21paWuro6CgtLa2trR0aGgpxwlevXjk6OiopKSkrK4eGhoaFhfn5+cEcsKGhwcPDQ0FBITs7OykpacOGDXV1dQiCjI2NhYeHw+TayMgoISEB0jnl5eUWFhboqqWmpsbS0hI4byJITEw0NTWFaoj3HTM0NGRlZWVnZ8disdra2mbOnIlK0jU0NCxYsAAmIpWVlfPnz3dxcSkoKMDj8StWrJCXlz9x4kR8fLytra2GhgYU03d0dKxYsUJRUXHnzp1+fn7CwsIYDAbuY2xs7Jw5c9Av//z5cxkZGR8fn9TU1OvXr5uamv72229btmxBECQvL09BQWHZsmWFhYVDQ0MGBgbLly9HECQrK0tWVtbExOTmzZuHDh2SlJSEer/u7m4lJSV3d3c4c29vr6qqKvryc+ErIbApw8cRWHlZuZmZGQ8Pz9KlS9E6FxaLdfTo0QULFkhLS6Ol0YODg7m5uY8ePcrIyHj9+jVaddLa2tra2trZ2fn48eOMjIzGxkYYXkZHR2tqatDY3djYWHV1NdpKMTw8XFJSkpqamp6eXlFRgT7w0KU38cLdz4uPrEK8cOGCp6fnZ/82/4q6ujpdXV0ODo4VK1YYGBj88ssvX4rAplLyZzIwMjJy4MABERGRS5cuPXr0aNu2bVJSUrAUeAvjK3HQ6fS36j76+/uXL1/u6OiI/C1WhKK7uxvNnXyQTiOFQnn3go+MjIxzF963JPqUacS7gD6w06dPj0NgIyMj+/fvP3ToEIvF6uvrs7S0zMrKgl2dnZ0ODg4QsSSRSNu3b1dVVYUeuDdv3nh7e8vLyysqKnp7e7969Qr9v1pbW7dt26arq7t58+ajR48KCQnBCXNycmxsbICwkb87lI2NjWVkZJYvXx4ZGblr1y4o2yGRSKGhoSoqKqDJtGPHDrQeNSMjY9myZTIyMurq6seOHYNES19f38aNG0+ePAnHDA4O+vn5oS8/F6YJbCIoLys3NDRcvny5vb19cHAwbOzo6PDy8jIyMjIyMoLfaVtb25YtW+Tl5WVlZTEYjJqaGhpXCAwMNDQ03Lhxo4KCAh8f35IlS6D/p66ubvHixREREXAY1HlBt0B/f/++kH3q6uqysrJiYmKSkpI3btyAZ/6zExiRSHzz5s0Ex4ePJ7Av0geWlZWlra0dGBhIJBKPHj3KwcExTWAfjYGBgZCQED09PRkZGUNDQwgovYsPlZLq6+vT19eHGf1b6OrqUlVVZS8T+NYRGxtrZGR07ty5SfIDYzKZ7GEiFotVXl5+8eJFdOOZM2cwGAxKWv+IcTj7fYGEsbGxqe8ZmiawiaCsrExniU5QUNDu3bsNDAzg5iYkJKxaterYsWPa2trwO42IiFBUVIyNjaVSqaWlpQoKChYWFpCV2LJly08//QTBiezsbGFhYTc3Nzqd/vr1awkJCSjzQRCkrq4Oi8WeOXMGQZCk+0mqqqrQsN/W1mZkZKypqQlNq5+dwFJSUjZt2jRBw8VvjMDweHxbWxv8vXfv3mkC+ywY3xjiQwlsaGgoODgY7apmx8DAgL+/Pxri+A6Ql5d3+PDh7OzsKXseHj9+LCAgsHnz5qSkJEjyfQ0yhp8FU0lgVCr1izvgfDSBaWppHj16NDU1VUVFBeqPduzY4erq+uLFCzU1NajTKSsre/78OR6Pr6+vz8/PNzMz09bWhij0xo0bxcXF0bILDw8PPT29gYGBxsZGKSkpdGFdV1cnLi5+9uxZBEFqa2tzcnJaW1sbGxuLiorc3NwUFBQgV/rZCWzS+8DodPqzZ8/eN2GfMkwT2NRg2g/sqwKFQomLi7O1tZWXl1dTU9u/f/+HiqB/tZgaAhsdHY2OjkbVsb8gPp7ANDVD9oZARnnfvn0EAmGV46rz585XV1crKyvD75RAINy6dWvdunUuLi52dnacnJwGBgZQZbZ+/XotLS200WrDhg1Lly7F4/FNTU1SUlJoDQg7gQ0PDycnJ/v7+7u6utrb24uIiEhLS0Pm+LMTWFxc3MqVKyexD+wrwTSBTQ2mCezrxPfnAT01BNbf38/Dw4M2lnxBfAqBQfbL39/fxsbm2rVrVlZWr1+/LioqgrImBoOxa9euRYsWrVmz5urVq52dnT4+Purq6iiB6ejooEuc9evXg1xAU1MTu89ZZWWlkJAQKCecO3dOSEjIysrqwoULVVVVu3fvVlVVhXKhz05gr169Onny5AQbxqcJ7IMxTWDTQMFgMIhE4ujo6BePR30HQAlseHi4qqqqs7MzPz8/ISEBBsru7u6UlJS0tLT29nb2q93Z2ZmZmRkXF5ednY1m+wgEQkVFRU9Pz/Pnz+Pi4l68eAGlRlQqNSYmZv78+UFBQVVVVV/2V/wpBBYYGIggSHx8vK6urpKSkoeHB4Igr169UlZWDg8Pp1AoixcvtrW1RT9IS0tLQ0NjHALr7u7u6+uTlpb29fWF7RcvXvzzzz+hiMPc3FxbWxsUkEdGRqytrYWFhScphPhB+EgCo9PpX3wCOE1gU4NpAhsHNTU1YWFhjx8//nRlvGmgBFZWVrZ06VIHBwc7OzscDicmJhYZGRkYGKiuri4pKenk5ITGl16/fu3i4iIlJSUtLS0lJbV7927oMMnIyFBTU/Py8jI2NsbhcCIiImfOnAEHFgsLi19//VVGRubUqVOTVHozQXwcgRUXF4N3EoIgb9680dPX4+DguHLlCoIgz549ExcXP3DgAIIgUFd84cKF2NjYLVu2cHJyKioqglAWZLBQLWY3Nzd1dXWoLVi7di0Ggzl06NDFCxdXrFjBwcEBShGHDx+WlZU9ePDgnTt39u7dKyMjM2vWLKh9BQ0HVJBhivGRObDCwkJUH/ZLYZrApgbvI7Du7m7Qhvi40zIYjM8oP/O5QKVSPyg1AlWI4/eBTWOCQAmsqKgIi8VKSUk9e/asvr5eS0uLg4PDx8enpqYmNTWVm5sbOgupVKqdnZ2amlp6ejqJRLp9+zY3N3dUVBSdTk9NTZ0/f76ent6TJ09aWlqcnZ35+fnB4rWkpISXl/fixYuoH+yXwscRGMiFoPLTERER7u7uIG1TXV29adMmEA1oqG/w9fXV1NRUV1c/ePDg1atXt2/fXlBQgCDIuXPntm/fjsbozp07t2PHDmj/qq6u9vLyUlZW1tHWuXnzpp+fH3RqdnZ2Hjp0SEdHR0VFxdfXNz4+3tvbOycnB0GQ6OjooKAgVMNhivGRVYjnz5//7G2MH4ppApsavI/AYmNj1dXVP05Cpr29PTo6Gm0f/hoA8iXZ2dkf1KAWFxe3bNmyaQL7LGD3A8NgMFDAjSBIYGDg/Pnz0QZteXn5nTt3MpnM2traRYsWeXp65uXlFRYWlpaWKisrGxgY9PT0gFcRKrCSlJTEyckJAmPt7e0YDIZd2flLYQrEfJlM5kcEt983uE1N2UtTU9Pjx48n2K/5kQQWEREBUdcviGkCmxq8j8Dq6uqio6M/Tjn0zp07Kioqk6qU+hEQFRVFM9gTxMOHDx0cHK5fv/5BtDeNfwQ7gfHz87N7Fenp6YG0JvK3IzOdTk9PS+fi4tLW1l61apWtra2NjY2urq6jo2NPT09GRsbChQvRuBZ4FUHOprW1FYPBfA0O1NNq9P+I+Pj4VatWTWIVIpVKjY6OhiziF0RAQAAHB8eHjjifjmkCA/T19ZWVlY2NjQ0ODtbW1ra2tj5//jw6OvrRo0fsStJ4PD4pKenatWtJSUkQZ+/u7t62bZuwsHBwcDB4Q1dXV9fU1Dx//jwpKam/v7+xsbGsrAylhNra2rKyMjqdTqFQKioqWlpaCgsLo6Ojs7KyGAwGgUBISkpKSEior69nvyk9PT1paWk3btx4+PAhGi0ZGhoqKSkBW+EbN26kpqZCXprFYqWmpvLw8Li6uubl5U18OfXmzZvk5OTm5uZPuMDT+L94y5EZtXqAMoF3HZmfPH7CyckZFBSUk5OTmZn57NmzhISEBw8ejI6OPnr06F1HZljxv3nzBoPBoNYNXxDTBPaPSExMXL169SQSGHhToZqhXwpgPYdGCaYM0wQGuHXrlqSkZEtLS1FR0fLly+3s7MzMzOTl5TEYjK+vL3BGR0fH5s2bpaSkVFVVJSQkQOiotLRUS0vrzz//lJGRSU1NJRAIzs7O6urqGhoaSkpKJSUlQUFBZmZm6NrOx8fH3NycSCS2tbWtWLFi2bJlzs7OcnJykG3ev3+/trY2CCWjpVCtra0+Pj7S0tLy8vI4HM7b27u9vR1BkIL/0955BjSZ7Gs8e882dY+77rouimJBkCJgAemCiigJJAQVkKYIgiCKWFZXRCm6igUEKdYVUFoSQgfpVQJKDyAiXZp0CBD63A9zz3s57qoYqTq/bwx5J5N5y/POzH+e/7Nn8IWdTCaLiYktXbrU2toaZr42MzP77rvv+Pj4Ll68CFUNMcW8JWB0Oh2W29rajs1VBEdgg4OD9fX1goKC+vr68GLr7e09deqUv7//4ODgewTs9evXS5Ys8fLymoZf+N8gAftHIiMjDx8+PIlOHF84SMAgDx8+XLFiRWVlZW5u7qpVq0RERODY6/z58zw8PDC75v3795csWQJTLCYnJ5NIJLj/HfrcwGmc2tra7du3c3Fxubu7Z2ZmwowhW7duhelRAACGhoZKSkrt7e21tbWSkpI8PDzh4eENDQ3a2to4HG7v3r1MJvPZs2e8vLyOjo4wb7qZmZmoqCidTu/v74+Pj1+xYoWNjQ2bzc7Ozl61apW4uHh0dPSbN2/OnDmzYMECaNVfV1fHx8dnb2+P1Gu6wAQsKytrbGbO06dPb9q0CXs74efnt7CwgKPkGzduCAgI6OjoeHp6WlhYrFmzBr7RhoSEfPvttzA5EQAgMjJy3rx5cBWts7NTUFBQTk7u8ePH0xtKjQTsH6moqIiPj5/ENbAvHCRgEC8vr1WrVlVWVmZnZ4uIiNjY2MDyp0+fSkpKwv38dDqdl5fX3Nw8KiqqtLS0vr4e2lY9evQIZv8CANTU1EhLS+/fvx+r+eDBg0pKSpiAGRkZKSsrQwETERE5deoULL9169aCBQuwiSY8Hq+vr9/f39/U1AQHZImJienp6c+ePduxY4eoqGhZWRmTyVy6dCmWpgQmA4NxVn19fcLCwrDZbW1tTCYzNzc3Ly+vurr6Pee6q6vrxYsXjY2N027r8BmACVhFRYWpqSkWtUGhUOzs7OAYGgDw+++/P3r0CGrP8PDw/fv38Xi8jIzM/v37w8PD4cnKzs42MjKCzkkAgIKCAhMTE5hwZ2Rk5N69e3g83traemKdnT8WJGCfDocZmdva2rBtBF8aSMAgmIA9e/ZMVlYWc6BhMBibN2+GhocsFsvV1VVMTIyXl3fz5s12dnbwmeLt7S0lJQVTo9XU1EhJSVn8SecMAAAgAElEQVRZWWE1m5iYvEvAhIWFoVk7AOD27duysrLJycnwTyKRqK2t3dfXB4OwN27cqKenp6mpqaWltWPHDg0NjVevXhUWFi5duhRLVFhQULB8+XI4VdXT0yMkJASN4KKioohEory8vKKi4sWLF9+TvCY5OfnAgQPe3t7Tvi3yMwCZ+SI+Fk4EbHBwMDg4GHuOfGkgAYOMFTA5OTksmiYjI0NeXh4KWHt7e2tra3V19cOHDw8cOPDLL78cOnRodHQUjsBgrkU4AsMyLIP/CBi2BmZgYLB9+3ZMwK5fvw7LPTw8xgqYmpqajo4Om80uKipauXKlkZERg8FITk5OT08PDw+n0+ldXV05OTnc3NxYErL8/Pzly5fDMRyLxcJ8dHJycq5cuWJjY3PhwgUajfZWvpixUKlUPB7//nQqiHGCBGxWwGaz4etaZ2dnXFzchI9kent7m5ubx/mA5TyMflrygc0E9u3bh6XM+UK4c+fOxwoYTMoQHh5uZmaGJfsgEAhycnIjIyO+vr7r1q2DygEFDJsYBABYWVmtWbMGhk2XlpaKiIgQCAQYxCEsLAxzCoN3CFhPTw+LxVJQUNi2bRsMDhwZGbG2toaZIN4jYGw2m5+f38HB4aMmAwMCArZt23bjxo0ZuCl71qGoqDjhOcZmMgMDAw4ODrNrJNDS0nLjxg0YwcdkMjdt2jThrpIMBuPmzZswEd0H4VDA3Nzc9u3bx8GxnwGamppqamo+Pj6BgYEBnzuBgYFeXl67du3i4uKCaRow7ty5s2DBglevXmVkZIiIiGD/TU1NFRUVhX42WVlZ27ZtU1VVvXXr1okTJ0RFRaH8JCQkCAsLKygoMBiMpqYmISGhsfnpQ0JCVq5cqaqq6uLiYmpq+uOPPxKJxJaWlurqam5ubixRi5OT09q1a+Pi4uCfioqKqqqqHR0dAAB/f38REZEdO3Zcv37dysqKn58f5urMyMiYO3cuDDABAGRnZ8+fPx/GkoyOjioqKgoKCjo7O4/foyElJeX06dPh4eFoH9ins337djwef+vWLbcvA3t7+61bt/5j4qEZS2Zm5urVq2EG8I6OjuDg4An34AgKChrrFvZ+OJxCjIqKcnFx4eDYz4CbN28qKSnt2rVLV1d37+eOrq7unj17lJSU5OTk3prrSEtLO3HiRHNzc0VFhYODA5wPBAC8evXq4sWLcH0LAMBgMMzNzbdt26asrOzh4QGXzTs7O93d3UkkkpeXF5vNtre39/f3x2oeHBz08fFRUVHZunWrm5vb7du379+/393d3dbWdubMGXjzAADi4+MdHBxevHgB/3RycsLqBwCEhoZqaWlt2bJl3759QUFBcIqvvLz86NGj2P7WmpoaKysrbENIaGiopqamlZXV2H1s76evr6+pqQkZIU4IJBJp7dq1JBJJXV2d9AWgqqpqYGAA83F/LPn5+Xfu3HFzc0tMTISj/56enoSEhMzMTPiB7u7uJ0+eYJd6VVWVt7f3rVu3goOD3xrclJeX+/j43L17NykpCc6WV1RUpKenY7snqyqr0tPTOzo62tvbr1y5wsXFZWZmxmQyOzs7GQwGdrN0dnZGRUW5uro+ePBgrLdvSkpKVVVVenq6h4fHw4cP3598FUzBRmYAQH9//2eThehjGRwc7Onp6erq6uzs7Prc6ezs7O3tra6uPnPmzOx6VUTMOtTV1aEpLeI9DA8Ph4WFKSgoSEhIiIuLr1u3ztnZuaenp7293dzcXExMDG53c7vlJigoCN8Lc3JyyGSyqKiolJSUkJDQ8ePHMXnIyMhQV1dft27djh07pKWlXVxc2Gy2p6fn1q1b09PT4Wdue97esmVLVlZWXV2djo7OnDlz4A7O7OxsAQEBOIHR3t7+xx9/CAgIiIuLi4iIKCgoxMTEwBc7WVlZFRWV3bt3y8vLr1q1SllZ+f0alpKScvHixXFa/KAwesSHaW9vt7GxsbOzm+6GID5n1NXVMf9DxLsoKCiQlJTU0NBobW3t6+uztbUVERGBBr7FxcXi4uL6+vqRkZHr168/duzY4OBgW2uburr6pk2bYPoYKpWKOdZ3dHSQSCQFBYWMjAwWi2Vra0sikSorK+/evSsrKwu9egEAbm5uMjIyaWlpAIDo6Og1a9bACfnc3FweHh4/Pz8AgKurKxcXl62tbUtLS05Ojpyc3MaNG6HFsISExE8//eTl5dXW1hYbG/vjjz/evHnzPTEa3d3d9fX145zVQAKG+DAtLS3nzp1DAvZ3Xr9+HRMTw2Qyv5yo1MkDCdh4ePDgwdy5c62trePj4+Pi4h7+9ZCLiwvbRhkWFiYlJbV48eK9e/dC57a42DgeHh49Pb2kpKTY2Nj4+Pj169crKir29vYmJydv2LDB19cXHtve3p6QkNDY2Hj79m15eXmoWAAAd3d3OTk5+GdKSoqwsDCMe8rNzV2xYkVAQAAAYNu2bVu2bMGmEylUyvz58+EGlU2bNhkYGGChvOLi4lZWVhO1A49DK6mysjJsshXx2YME7F3QaDRlZWUUhTghIAEbD87Ozv/617+IRKKOjo62tra2trasrCwcUQEAenp6yGQyDofDIqX9/f2XL18uIyNjYGCgqampp6enpKR0zPJYZ0enn5+fjIwMtlyNcfPmzXcJWFJSkpCQEAyDggIGpxAlJCQOHz6MyRKTyVy+fPn9+/cBAJKSkidOnMAETFZW9vjx4xO1AsWJgLHZ7JmQTgUxZSABexc0Go1AIKB9YBMCErDxcPPmzR9++MHT0zMnJ4fBYDAYDJhyGv43NDRURkaGl5dXXV0depdQqdQlS5acOnWKyWQyGIycnJywsLCYmJjR0VE/Pz8xMbGIiAh4bF9fH0yf5unpKSsrCy3WAADXrl3buHEj/IqkpCRhYWGYDHKsgElJSe3evRsL302IT+Di4oIDNQkJiZMnT45fwBoaGnJzc8f5RshhGP2dO3dMTEw4OBYxG0EC9i4CAwO3K213d3dHAvbpIAEbD0+ePFm8ePHx48fhn5mZmSYmJlFRUQCAyspKGRkZQ0NDuAYGHSPLy8vXrVunqqoKTT7fvHlz5MiRu3fvAgBKS0vFxcVNTEzgyMnf319WVjY5KZlOp69evfrx48cAgPb2djU1tRUrVsApt6SkpNW8//evvLy8FStWwDgRCwsLzOOmp6fH0NBw1apVMBZRXFz8owQsIiLCzMyssbFxPL3B4QjsS97I/AWCBOxdMJnMhw8f5uTkoDWwTwcJ2Hjo6Og4b3N+5cqV+/fvt7Oz27x5Mx6PLykpaWho2LNnDz8/f35+PgDA5abLr7/+6u7uDgDw8vJavXo1Ho8/f/68urq6tLQ0Frvv6urKx8enra197tw5eXn5EydOdHR0VFVVKSgoiIqKWltbw8jGNWvWpKSkAADKX5WvE1u3YcOGiIiI1NTUn3/+Gfr6M5lMPB6/bt26kydP6uvrCwoKOjk5wQHZ6tWrzczMsNlFYWFhU1PT92y1DA4O3r9/f0NDw3h6gxMBGxoays7OxgzlEJ89HAhYf38/HJTU19dHRkaWlZVNWusQnwlIwMZJZ2enm5ubhoYGiUSysbGBiWYqKyqtra1hOCIAoKW55dKlS7dv3wYAjIyMUKnUvXv3qqqqHjt2DJsbBAD09/d7e3traGiQyWRHR0fMFyolJcXIyEhNTe3MmTN0Ot3Lywu7hf39/XV1dR88eFBaWmpnZ4dto8zLyzt+/DiBQNDX1/fy8sK29js6OtLpdOzPGzduYPsy/xEKhaKpqTlOhyoUhYj4MB8rYAkJCdevX29ubgYApKSkqKmpYZFOCMS7QAKGAAAUFBQ8evSo690O2mNBAob4MB8rYHZ2duvWrYMvWW/evElPT6+pqZnMBk4bw8PDjY2N47eeQrwHJGCIj4VDARscHERxw5PHq1evgoKC3Nzc7t279+TJk2k3PXmXgDU3N3t5edna2tra2gYFBUHvmby8vM2bN3Nzc7u4uNTW1nZ0dKSkpGCZmYqKipycnM6fP3///n0sw1NlZWVGRkZeXp63t/eFCxcePnw4znys005eXp6dnV1kZCRyk/p0pkzAhoaG0tLS/vrrL3d399DQ0HGaPiBmIByugaWkpPj4+Ex4axAAABqNtnXr1n/9618//PDDt99+++9///vQoUPTu4b0jwJWUVFhYGAgISFBJpOlpaVXrlzp4OAwPDyckpKycuXK+fPnm5mZlZeXp6amysrKQoug1NRURUVFMTGxbdu2CQkJaWtrQydDGo0mJyenrKxMJpOVlJR4eHhOnDiBWbHNZAICApSUlJydnVEU4qczNQLW2NhoY2PDw8Pz66+/fvfdd99++62BgQFao52lIDf6mQWDwVi2bNn8+fNNTEx8fHxcXV2JRCIOh1NXV4c+69PCPwpYeHj4li1bYPxub2+vkZGRoKAg9Fg7c+aMuLg4NAKIjY2VkpLy9vbu6OjYuXOnsLDws2fPWCyWv7//0qVLzczMRkZGwsPDf/75ZyKRyGQyWSyWpaUlPz9/YmLitPzYj4JCoezcufPmzZtIwD6dKRCw0dFRCwsLHA5HJBIfPHhw7969Xbt2wfsL5gpHTDtFRUUUCmWc0/IcCpiHh4eRkREHxyLew/DwsKamJg6HO3v2LFbY0tKydu3ar776CssbMvX8o4A1NTWVlpaWl5cnJSU9fvxYTU1NSEiooKAAAGBrayslJQWHULGxsTIyMhQKJSMjY9myZWOTipmYmIiKijY1NUVGRgoICECDNQAAnU4XFxfH4qlmMtHR0fr6+v7+/iidyqczBQKWlZX1008/ycrKwggjAEB7W/vGjRvnzZuHGbcjphcKhaKlpTWJUYgDAwOBgYEXLlzg4FjEexgaGjI2NpaWloZxsRi///77vHnzXF1dPyrX4gTyjwL25s2by5cvE4nEvXv3mpubS0hIiIiIQAE7f/68pKQkfEZAAaPRaBEREUJCQtA5DfLnn38KCAiUlpZGRkZKSUlRqVRYHhISIiUlNfaTM5bGxsa0tLSGhobR0dHpbsusZ7IFbHh42MTEZN68eW+9CyYmJt69e7eiomLyvhoxfuh0uoGBwSSmUxkZGamrq8PyMCEmitHR0dLS0pycnLeEytTU9Ntvv338+PHMEbC+vj57e3tubu4///wzKiqqo6PD1dWVl5cXCpiNjY20tDRMOwQFjEqlJiYmLlu2zM3NDavkyJEjmzZtam9vDwsLk5aWptFosDw4OFhSUnJWCBhiAplsARsYGBAREeHj42Oz2f39/Xl5eYmJiR9MT4WYYqKjoy0tLccZxoXC6Gc6ubm53Nzcy5Ytm8Y3xL8LWE9Pj46OzsaNG+Gf9fX1ioqKfHx80AXg/PnzgoKCMFUrFDBfX983b95s2rRJVlYW7rHPyMjg4+ODK6l0Oh0JGGKyBYzFYq1cuRKPx8fFxRkaGvLx8S1cuFBaWtrJyQnaLH0GMJnMCxcu2NnZFRUVTXdbOKS+vv7Zs2eT6IWImDKqqqq2bduGw+Fu3rw5XcMv8I4pRH9/fz4+Pj09PSsrKyMjow0bNvDy8kIR8vHxmTt3LoFAgC+5QkJC0NKGSqUKCQkpKCjAzysrK0ODtcePHwsICGCbnQMCAvj5+b29vaf8h340ra2t6enp5eXl03h2PhsmW8Cqqqq4ubn5+Pg2bNggLy9/9OhRCwsLfn5+HA5nbW39GZiBvX79WktLa9GiRQcOHMjKypru5kwFHE4h1tfXo6H3ZFNcXKympobD4Q4dOjRR6XM44x8FjMVi+fn5WVhYHDhw4O7duwwG4+HDh9BXprGx0cnJ6fjx4zk5OfX19Q8ePMjNzQUAjI6OxsbGHj58eN++fRcuXGAymbCq4uLiBw8elJSUwD9fvHhx//79WfEKGR8fD211BgYGprsts57JFrCCgoJff/0Vh8Ph8Xjs8ZWWlsbHx7dgwYLPID9UWlqaqKgo7MMv5I2KwyAOCoWCgjgmladPn27evBmHw1lYWMDFpGkEmfm+CwqFoqKi4uLigsLoP50pGIEtXLjwf/7nf97SKjs7uzlz5ly6dGm27EYfHBwMCws7ceLE0aNHHz16BDfYFBQU7N27l5ubW11dPSwsbPYKWGdnZ01NzSRmZEZh9JNNbGysiIgIDoezsbGZdhsOgATs3QQEBGzbtg0ltJwQJlvAenp6uLm5v//+eyxxMCQ4OPjHH3+EyUcm79snir6+Pg8PDwEBgW3btqmqqgoJCp08ebK5uZnJZKqoqCxatEhGRiYgIGD2zoimpqZeunRpnPYoaCPzjCM0NHT16tXz5893cXGZIa+ESMDeRVZW1uXLl5OTk2fv82LmMNkCNjg4KC4u/v3332OT1RBfX98FCxb8+eefs+IkQqcbHR2dhoaGrq4uO1u7hQsXenh4AABoNJq0tPRs90ii0Wi6urqTGEY/ODiYkpIyK9bYZx2FhYWCgoJLliwJCQmZ7rb8P0jA3kV/f39bW9vsna6ZUUy2gI2MjDg4OHzzzTdjjQIAANra2t98801qaurkffUE4uTktGjRorS0NPhnXV2dhITE7t27AQCRkZGysrKzwgHgPdBoNB0dnUkUsNHR0cHBQSzDJmKi6O/v37t3Lw6Hk5GR+euvv6DVzb179+7cuQPjIGbOPjAEYsKZAieO2tpaQUHBuXPnOjs7FxcXv3jx4tKlS998842GhsY483dMOzY2NmvXrq2srIR/dnd379mzh0AgAADCw8NlZGRgiuTZS2Zmpqur6zgX/lEY/QwiKysL925sbGymy68ICRhiCpgaM9+oyChpaemvv/5aWFhYRERk3rx5BAJhFpn5Xr16lYuLKyMjA/5ZW1MrKyu7f/9+AEBYWNhnIGB9fX2tra3jnM5FAjaDKC8vd3d3d3JyunbtmuMYrl69ev369adPn6IR2EyjtLTUx8cnLS0NeSF+OlOWTqWwsPDmzZvm5uaWlpZ//fVXeXn5FHzpRBEXF8fNzX3w4EEYN3T16tXFixfDNbDQ0NDPQMA+Ck4EbHh4ODs7Ozw8fMJbg5iZIAF7FzQabfv27devX0dRiJ8OSmg5Hrq7um/cuMHLy6ukpEQkEgUFBa2srOCKETQK8PLymu42Th0cRiF6enqiMPovByRg74JGoxEIhFu3bs2KCOwZDhKwcdLT00OlUk+ePGllZeXj49PS0gLLKyoqKBTKy5cvp7d5n0hlZWVCQsI4rRs4FLA7d+6YmJhwcCxiNoIE7F3AfWAeHh7IiePTQQKGAACEh4ebmpo2NjaO58OcCBibzUYjsC8KJGDvorKy8smTJ2VlZSiS/tNBAoYAAAQHB+/bt28Sw+iHh4dfvnyJhcEgPntaWlpsbGwuX7483Q1BfM7s2rULCRiCQqFoampOYkJLxJdGa2vr0aNHNTQ0CgoKshH/TW5ubk5OznS3YtZTWFi4fv16Jyen6b7YEdNMeXl5bGxsT0/PeD6MBAzxYbq7u69cuSInJ3fkyBEzxBjMzc2NjY1NTU2nuyGzniNHjkhISGBZuRGI8cChEwebzR6nQiI+A4aHh2tqatLS0hISEhIRY3B0dNy+ffvvv/8eExMz3W2Z3SQkJKSnp4/TwhWBgHDohRgVFeXq6jrhrUEgZhfh4eFqamp37tyZ7oYgEF8iyI0egeAcKpWqoqJy8+ZNtA8MMRtpbm52cXGBRsb+/v737t3jOH9TfX19d3c3AKC6utre3v4ty//x8+zZMw8Pj0n0QoQbmY2NjTk4FoH4nIiLizM2NqbT6TMk8Q0C8VG8ePFi7dq1V65cAQCcOnXK2Ni4ra2Ng3pKSkr09fUZDAYAID8/X15ePikpibMmUSgULS2tSYxCHBwcDA4ORkHVCER7e3txcfG0p8xGIDijtLRUREQEClhdXV1NTQ1nSdESEhJWrFiRkpICAOjr63v58iUcjXHApO8DGx0dbW1tff36NQfHIhAIBOJTaG5udnZ23r17N4FAsLS0hOMeAMCTJ0/c3d2Dg4O1tLR0dXXpdDqc2W5vb/f29vbz83N3dyeRSJaWlkwmEx5SWloqJibm6OgIAKDT6Y8fP4ZTiG/evPH08NyzZ8/BgwcjIiIwq09mIfOs9VkikUgmk+3t7WtqamAl+vr6P/zww9atW+Pj46urq52dnTGD/8jISGNjY1VV1WPHjhUVFWG/4tq1aykpKS4uLmQyef/+/dHR0dANICYm5uTJk29lzX4XKIwegUAgZg11dXUHDx4UFxe3sbE5c+a0iIjo1q3biouLAQCXL1/+8ccflZSUjlkdMzExWbduHXSpr62tVVVV/fXXX3V0dM6cObN9+/adO3dmZ2eD/xYwXV1dZWXltra2zs5Os0Nm69evt7S0tLS0XLdu3aNHjwAA2dnZW7duxePxdnZ25ubmy5YtO3LkSFtba1NTk5WV1c8//6yrq1tSUvL06dMlS5ZEREQAAHx8fMTExJSVlS0tLeXl5aWkpJ4/fw5/iJCQED8/v66u7okTJzZv3iwsLAz/1draWlZWNk5vNiRgCATn1NfXh4WFFRQUICspxNRQVFR0+PDhx48fwz+9vLxXr+bz8fEBADg6OuJwOFtb2/7+/q6uLh0dHTExsYqKipaWli1btqxatQquSz19+nTNmjVWVlYAgLKyMkzA9PT0du7c2dvb6+/vv37Dek9Pz/7+/u7ubktLS3t7+97e3uioaFNT06ysLPjVZmZmEhISBQUFAICoqCgBAYEnT54AABgMBjc3d3R0dGdnp7i4uKqqaklJydDQEJPJ5ObmNjAw6OzsBAAICgqKiYllZWUNDw8zmcyFCxc6OTl97Foyh1ZSlZWVUMARiC+Z6OhoLS2tu3fvIjNfxNTQ19fX2NhYUFBAoVAcHR3xePySJUvu378PAHBwcODh4cnPz4ef9PPz4+Pjo9PpXV1dcnJyY8Pu9PT0FBQU2traqqqqMAEzMDDA4/GDg4MWFhZ4PB6bxIMfGxwcZLFYr1+/ZjAYDx8+tLW1Xb9+/dq1a3NycgAAMTExgoKCcXFxAAAGg7Fs2bKYmJjs7OzffvvN19cX+95Dhw6tXbv21atXAIC1a9eeOHECW3Jbt26dtbX1x6Yl4kTABgYGfH19z5w5w8GxCARnDA8Ph4WFWVhYGBgYXLhwIT09fSYMeigUioqKiouLy4wKo3/16pWtre3l/+bKlSsXL150cXHBHnCI2UhLc4utra2UlJSmpqaNjY2hoaGgoOC9e/cAALa2tps2bcLCH+Li4qSlpb29vbu6uuTl5c+ePYtV8vvvv8vKytbU1NTU1LwlYAMDA3p6emQy+e/hiEVFRfv27ZOXlzcwMLC3t8fj8RISEnAkEx0dLSAgEBMTA/4jYLGxsXFxcVxcXImJiVgNFy9eXL9+/YsXLwAAa9euvXDhAnzzGx0dlZCQOHfuHJvN7ujoePny5SROIfb393t4eCA3esSUwWKxbGxsFi9ePGfOnNWrV//000+8vLy3bt0aZ9KgyYNCoSgrKzs7O88oAQsLC8P9ja+++ur777/n5uZ++PDhdDcQwTne3t7Lli1zcHDIzs5ub28PDQ0VFBSEW+kdHByWLl2KLTJRqVQZGZmYmJiOjg55efn9+/djecONjIzU1NT6+voqKir+PgIzMzPbtm1bbW0t/HBCQoK7u3tzc/MRiyMiIiLe3t5FRUV9fX3nzp3bsGHDs2fPwH8ELD4+HowZgRUUFCxZssTT0xNrvKam5pYtW2AA4FgBGxkZERcXP3/+PJvNTklJOXv2bHNz83h6g3MBO3DgAAfHIhAc4OnpOWfOHAUFhejo6Nzc3JiYGDExsYULF0ZFRU1vwwoKCtzd3bOzs2fCcBCjrq7u8Rh8fX1pNJq5uTkOh5OTk6uurp7uBiI4x83NjYuLCwast7e36+npff3113fv3gUAXLt2DYfDnTx5sr+/v6amZseOHWpqap2dnU1NTUpKSlxcXPB+CQ4OFhAQgKL18uVLUVHRsQLW19cXHBwsKChob28/NDTU2dm5detWExOTnp4ebW1taWlpmD+zsLBQVFR06dKlcAoxLjZu+fLlMBl0Zmbm0qVLo6Oj2Wz2li1bpKWlMzMzAQDR0dG//PLL2bNnoWgJCwuPFbCNGzdCAQsNDdXV1Z3EMPqhoaHnz5+HhIRwcCwC8bG0trYqKiricDg/Pz+s8NatWzgc7tixY9M7CBscHOzu7p5R6vWPdHV1EQiEVatWJScnT3dbEJ9EcXHxrl27REVFFRQUCASCnp7e6tWrYUSGo6PjggULpKSkNm7cKCoqqqysDKM2Xr9+rayszM3NvWPHDklJSV5e3uPHj8MlruLiYl5eXnt7ewDA7t27N2/e3NLS0tvbe+nSpVWrVklISCgqKuLx+PT0dABAaGionJzcpk2bFBQUyGSytrY2FxdXWFgYAKC+rl5GRua3337z8PCIjY395ZdfQkNDAQCpqamKioorVqyQlJQUEhI6ePBgZWUl/CHLly8/ffo0JmACAgK///57X19faGionp7eJAoYAGBoaAitWiOmhr6+voSEBH9//6amJqwwNDR03rx5JiYmfX1909i2WUF/f7+dnd0333zj4OAw3W1BfCojIyPl5eW+vr4uLi6hoaHl5eXZ2dlwXdPe3l5ERIROpz948OD+/fuYmVNtba2srKyxsXFSUpK7u3tQUBAcRQEAWCxWSkpKeXk5ACAvLy8rKwtOhnd1dcXGxt66devRo0elpaXwFa2/vz8nJ+fu3bseHh6JiYk1NTUpKSmY0uTl5Xl5eWVlZb158yYhIQGLASkqKvL29nZ1dQ0JCRm7uys5Ofnly5ew5tHR0dTUVPhF+fn5Dx48gJGKHwSF0SNmHywWy8jICIfDeXp6jo6OTndzZjrwjXjLli3I6/3z5sKFCxs2bPj76lFtba2kpOTYII6ZDIzdH+esBhIwxGwiIyPDxMRERkZmyZIl1tbW06Ow8KEAABIkSURBVO7hlJeXd+3atcjISGx5fKbR1Ni0Z8+eOXPmwEA1xGfMH3/8wc/PX1FR8VZ5dXW1iIjI0aNHp6VVkwqHa2ApKSlw6xwCMZU4ODj8+9//hmF1V65c4cy3bQKh0WjKyspOTk4fu39lykhMTJwzZ46srOy0iz1isnn16lV6evrfJ9XZbHZGRgYMXv/M4DAK8fbt2wcPHpzw1iAQ7wfeomlpaQYGBosWLTpx4sTYhbGph0ajEQiEW7duzagweoze3t5z587hcLgLFy5Md1sQiHFRUlJCo9HG6QXMuYCZmJhwcCwCMSE0NTVJSUl9//33MJ54uggMDFRWVr59+/bMjGkqLi5es2YNPz8/2ryMmAk8ePBg9+7dmJXwPxIWFnbw4MHGxsbxVMi5gKF8YIgpY3R0dGho6K14jdOnT+NwuOnNhvzmzZv8/PzGxsaZGUvy6NEjHA5nZGQ07XOtCASDweDn58fhcGO9Of4OnU6f3HQqIyMjjY2N0M8KgZhs8vPzNTQ0LC0t38qwcOzYMRwOB13gEH+HxWJZWlrOnTsX7nJFIKaRrq4uVVVVuHr9/lmToKCgSd8HhkBMGTU1NRs2bPj6668jIyOxwpKSko0bNy5YsOD9b3NfMrW1tXg8noeHB21e/sx48+bNp4wfqqurYR6vqeT8+fMLFy5ctmzZ119//f4Lsr6+Pjs7e5xRUUjAEDOd0dHRO3fuzJs3j5eX9+LFi6mpqQEBAZs3b8bhcOfOnevp6ZnGtvX395eWljY1Nc3AKcTCwkJ+fv7169cj76jPiebm5qNHj54/f56zw6urq/X09KZ44j08PPy33347c+aMlpbWV199NYEvnRxmZO7p6UFRuYgpg8Vi3b59e/HixV9//fWSJUsWLFiwaNGiS5cudXR0TG/D4uPjDx48+OjRoxkYxJGcnIzD4RQVFT82xxJiJlNbW6ukpHTo0CHODmcymevXr4fmh1MD3EYtLy9fW1t7+PDhD66BfRQcplOhUqnQPguBmBoGBweLi4upVKqrq2tgYGB+fv5MiFyHUYgzzY0e0tnZ+fTp09LS0uluCGLCaGtrs7W1nT9//qJFixwcHFgsFgAgPDycQCBs3LhRU1MT04bR0dGgoKDt27evX79eTU0tKCgIANDQ0GBhYTFv3rzly5e7u7uPjIw0NTXZ2NiIi4tLSkpaWFhg7lMTiKmp6S+//AIzrRgbG39QwEZHR8dvLsphFKK7u7uhoSEHxyIQnxNwH5irq+sMFDDE58fAwEBQUJCQkJC8vDzMZezn57dmzRpjY2M3NzcNDQ1xcfHw8HAAQHh4uJSUlLm5eUBAgKGhobCwcFhYGJvNvn//Pg8Pj7q6enFx8cjIyPHjx6WkpNzc3P766y9xcfE9e/ZgWVQmhAcPHsyfP//ixYtQkw4cOPBBAUtOTra3t8fcGt8PhwJ2584dtA8MgUhKSrKwsIiMjERx6oipobq6WkVF5fDhwwCAyspKBQUFPB4PrW9ra2uVlZU1NDQAAM7OzjCrJACgvr7e29sbZp4sKCiQlJS8evUqAKC7u3vz5s0kEgkaoSUnJwcEBIxTOcZDQUGBsLCwqqoq5jYALUzfH8RBo9F0dHQmMQpxYGAgIiLC2dmZg2MRiM+J3t7ehoaGac+rifhyqK6uxuPxFhYWAICkpCReXl5JSUlra+sTJ05YW1uvXbtWQkKivr6+sLBQTk6Ol5d39+7dnp6emEFiYWGhlJTUtWvXAABDQ0NXrlxZsmSJhISEpaVlZGRkV1fXRLWTzWZramrOnTv39u3bpaWl+fn5hYWFJBIJh8PdvXu3uLj4XXdNcHDw/v37GxoaxvMtKIgDgUAgZg1VVVXYCCwyMpKXl5dAIFy5cuX8+fN2dnZ//PGHh4cHfPqXlJRcvnxZRUVl5cqVwsLCwcHBAIDCwkJsBAYAYLFY4eHhhw4d2rRp0+LFiw0NDbF8XZ9IRUUFHx8fDofj4eFZtWrV8uXLly9f/sMPP+BwuEWLFq1YsSIrK+sfD4yPjz9nfW4SMzIjEAgEYlr4PwGzOAwAYDAYfHx8xsbGPT093d3dXV1dUVFRNBqNzWY/f/48ISGBxWI1Njamp6evX79+z549Q0NDJSUlmzZtun79OgCgs7MzIiLixYsXPT09FRUVVy5fWbRo0US5tDc3N1+7ds3S0tLCwsLc3Pzw4cMWFhYCAgI4HI5IJFpYWLxrK1tPT0/zm+ZxzskjAUMgOKe6utrLyyszMxOtgSGmhvq6ejweD9e9enp6TE1NeXh4IiIiAABJSUmbN2++cuUKAMDPz09WVtbf3x8A8OrVKzExMUNDw9HR0bKXZeLi4iYmJr29vUNDQwcOHCCTyTBww+2W24oVK6hU6oS0c2RkpKenp6urq/s/sFgsfX19HA4XERHBYrEm5JbhRMCGh4dLSkqm10QVgZgJhIeHa2ho3L59G0UhIqYGuHD13Xff7dmzp66urqamRldXd/HixYKCgiIiIubm5i9fvgQANDQ0nDlzRkhISEhIaMWKFRoaGgUFBQCAgYGBI0eO/PDDD+bm5p2dnUlJSQQCQUREREhIaPXq1Y6OjjA0f5KAUYgTqB0cRiF6eXkdP358ohqBQMxSKBSKioqKi4sLEjDElNHZ2ZmZmfns2TPot9TS0pKWlhYREfH8+fOxoQmdnZ35+fmRkZHx8fFjYyJaWlqePn1aUFAADbJfv36dnJwcFRWVnZ092b42hoaGOBwuISHhPZ9pbGzMy8sb5w3FoYB5enoeOHCAg2MRiM8JOp1OIBDc3d2RgCEQH6Suro7JZL5fJqOioqysrN5y7n4XHLrR+/r6qqurz0D/NwRiKikrK3v48GFJSQm6FxCIT2d0dNTNzc3MzGxyoxDr6+thUCYC8SUzMjLCZrOReiEQEwKbzcbj8Y8fP570KETkEIr4whnr2IY0DIH4dAYGBvz8/MY5/AKfHkbPYrGgrerQ0NDY+3lkZGToP2D39ujo6PDwMCwcK7Aw3y7kHysZHh7+YCVjv3FsJWM/PLaS93/je5qNlX/wG8fz28dTyT921LsqGfskRb3NQW+Pp9n9/f1xcXFWVlYwUwmbzb5582ZYWFhPT8+EfN0HK+H4VpqQXnrXFfLBb3xPJeNvNnjHhT3hvf3pt9J4ehvdj0NDQ4ODg7AS2DYwbj5VwCoqKnbu3CktLa2hoeHu7g4L2Ww2XCQjEokmJiYMBgOWv379+uTJk2QyGY/H29jY9PX1wXIGg4HH48lk8u7du319fWEhzKBBIBDU1NQsLS0LCwtheXFx8ZEjR9TV1VVUVJydnaGLFwAgJCRk586dZDJ5165d0dHRsLCjo8PR0RGPx6upqZ0+fbq8vByWZ2ZmmpqakkgkPB7v7e2Nddn9+/cJBAJsyfPnz2Fhc3Pz2bNnCQSCurq6ra0tFs8TFxd34MABEolEJBJDQ0OxE3P16lUSiUQmk7W1tauqqmBhXV3d4cOH1dTUNDQ0rl69ilm2hISE6OnpkUgk6CQNz+LQ0JC1tTWZTFZXV9+/fz80OgMAlJWV6evrww+7ubnBZg8MDDx69GjPnj1EInHfvn3Pnj2DH25tbbW0tNTQ0FBVVbW0tMSal5OTA2vW0tLy9vbGevvOnTvq6upqampmZmZMJhOWV1ZWmpmZkclkFRUVBwcH7LzHx8fDU6ajo4NNJre1td24cUNVVVVVVfXUqVNYb+fm5hobG5PJ5B07dty+fRurBFq5k8lkPT09zB6toaHBzs6OQCCoqqra2trW1dXB8sTExP3798PzPnariqur644dO8hksoGBAXaRVFVVnTx5UlVVlUQiXbt2rbW1FZYHBwfr6+vDKzM+Ph6rxMbGhkAgaGhoGBkZvX79GhaWlpaamprCU+bp6Yk53zx8+FBBQUFJScnZ2RnGHA8PD3t5eREIBCkpqdOnT8MLe2RkJD4+XkdHh0Qi6ezVCQsLgye3t6f38uXLu3btIhKJBw8exC6nuro6TU1NMpkMrxBYODQ4FBIcQiaTSSSS4X7DhPj/C99qftNsY2NDJpMJBMKpU6ewtDLQrYdMJpPJZCwRM5vN9vHxUVVVJRKJZmZmmZmZ2Mk9deoUvAv+/PNPLH46Pj6eSCTCi4RGo8HC3t7eW7du4fF4IpFoaWmJXSEFBQWWlpZEIhGPx3t6emI3tb+/P2wJkUjEwqa7urrs7e3xeDyJRDp9+jR2d2RkZJiamhKJRDU1NV9fXywixt3dHf4WdXV1zCi9tbXVysoK3qe2traYd19cXNy+fftIJNLu3bsjIiLgBT8yMvLnn39qaGioq6vv3bsXM+Wrq6s7cOAAkUjcvXv3tWvXYDjf8PBwSEiItrY2iUTS09VLSkqCj2BWN8va2lpDQ0NNTe3QoUNYR5WWlu7Zs0ddXV1TU9PDwwPr7cePH8MfftD4INbbdXV1x48fh6fs7NmzWP4dBoMBf4uWltbjx4+xjvL09FRTU4NPP6y3X5S8OGxxGN4FTk5O2E0dEREBbyUtLa2oqChY2NbWdu3qNfgI/ePMH5ibVCYj08TEhEQiqaioeHt7Y/Lz119/wUeolpYW1uzGxsZz584RCAQikWhnZzf26WdoaEgikdTU1EJCQrBKHB0d1dTUyGSyrq4utlW5urr6yJEjqqqqZDL52rVr2AMtODhYT0+PSCRu3779yZMn4zehx/hUARsYGCgrK4uNjQ0ODoZmkQCAoaGhoqIiKpVKoVAiIyMxW8bu7u74+HgqlRoQEJCSkoL1fl1dXUBAAJVKpdFoRUVFWM05OTkBAQGBgYGxsbFYUEpLS0tMTAyFQvH394d+zLC8rKzM398fVoI9OtlsNoPBgJUkJiZiMaZ1dXWRkZEUCiUgIKCgoADruPz8fKwl2Knq7e1NTEwMCAigUCipqanY5VtZWRkeHk6hUCgUSllZGVYJg8GgUChUKjU4OBg7Vd3d3dHR0YGBgVQqlcFgYJfvy5cvQ0JCKBQKnU7HEg+OjIwkJydTqVQqlRoeHo7dz21tbaGhofDD2dnZ8BuHh4eZTGZQUBCFQgkLC8N6u6+vLy4uDvZ2bGws9jbU2NgIa6bT6XBrCOzt3NxcKpUaGBgYHR2NDeE7Ojqio6OpVKq/v396ejp23quqqmBHBQcHw30n8BszMzMDAwMDAgISEhKw3m5sbIyIiKBSqX5+frm5uVglJSUlfn5+VCo1NDQUSxHLYrFgysqAgICxvV1dXR0WFgZb8uLFC6ySZ8+ewUrCwsKwi6SjoyMuLg6eMgaDgT1VX758GRoaCq9M7OkJAEhJSYE/JyIioru7Gxa2trZGRkYGBgbSaLScnBzsVamkpCQxMfHVq1djzdx6e3urq6sTExPT0tKwT1ZVVQUHB1MolODg4LKyMngKBgcHnz59SqPRKBRKREQEFpHV3d0dFBQErz3snW94ePjly5ewwWFhYVibe3t6U1JS4MlNSEjA0tc2NzdT/wPW1cPDw4WFhbA3oqOjsXeCjo6OhIQEeBekp6dj12R1dTW8gKlUKtbVg4ODz58/h5XExsZiV8ibN29iY2NhJWN7qaioCFZCoVCwkzswMJCWlgYrSUxMxO6O169fw/sxMDCwqKgIu6mzs7Oxn4O9hcALG56v1NRU7ORWVFSEhYVRKBQajTb2foS9DS94rLdZLFZERAT8MIPBgO+Co6OjZWVldDqdQqGEhIRg9+PAwEBycjKNRgsMDIyKisI6qq2tDZ4yOp2ek5MDC4eGhphMJvzhERERY59+2P2IvaqCMU8/Op3+1tMvMDAQPv2w3m5tbX3y5Am8CzIzM7GbuqysDN4FdDode/r19fWNffphbzn19fWwt/39/QsKCrBKCgoK4COUTqdjF0lPTw80+f370w/2dmBgYFlZGfgPDAYDPuVCQkLa2tpgYWdn55MnT7CnH/ZAKy0tDQkJoVKpkZGR4582HMuEOXGMjo6OHXHDnC4jIyNvrQ38YzlW+K7yCa8Etvb9lUxxs8fZgR/88PgrmbLeHs9vH8+HZ0gl4+f/e2l0XJfZB7t0Qk7uDLxCJup+nIKb+h9P2bt6dWR0qh8js+6U/b1tHwWykkIgEAjErAQJGAKBQCBmJUjAEAgEAjErQQKGQCAQiFkJEjAEAoFAzEqQgCEQCARiVoIEDIFAIBCzEiRgCAQCgZiVIAFDIBAIxKwECRgCgUAgZiVIwBAIBAIxK/lfMqLobms1IHsAAAAASUVORK5CYIIA" alt="" width="429" height="299" /> Figure 1: Applications management as part of a comprehensive approach Software Monitoring The model shown in Figure 1 includes the dimensions of software monitoring and web application sampling—two different methods that work together to help monitor and manage an application. Software monitoring (left side of the figure) has three parts that build upon one another:
  1. Basic monitoring and control
  2. Additional component monitoring
  3. Application instrumentation
Parts 1 and 2 are used today but the third involving application instrumentation is often neglected. Let me explain. The focus of basic monitoring and control is to detect problems on the server hosting the application component. The basic monitoring can be active, probing system resources periodically to see that they are available and responding. And, basic monitoring can also be passive by simply waiting for specific error messages to appear that indicate that there’s a problem and taking a recovery action. Although basic monitoring seems straightforward, some IT departments don’t deploy basic server monitors. This is because they don’t have the skills or resources to support monitoring and the software and hardware infrastructure required. More complete monitoring is focused on additional component monitoring mainly on middleware used by the application (e.g.,  databases, message queue managers, etc.). Comprehensive monitoring includes the addition of application instrumentation like monitors looking at specific application resources or using performance tools like Application Response Measurement. This is just one half of the overall approach to manage an application.

Web Application Sampling

The model also includes web application sampling (right side of Figure 1) that has four parts that build upon one another:
4. Manual execution of application tests 5. Automated execution of application tests
6. Integration with problem management 7. Full systems management integration with other perspectives like change and performance
Manual execution of application tests involves having people (human application monitors) who periodically use the application being monitored to make sure that functions are running properly. This might include ordering products that are later returned by using a different function of the application. Why would a company use people to do this and not use software? In some countries, labor is cheaper than software so people are used. Some believe that people are more flexible than software as they can change their processing on a moment’s notice—just give them a different checklist. Some contracts with end users may specify the use of human monitors, as confidence in the ability of software to detect problems may not be high in the user community. Automated execution of application tests is used instead of having humans do the work. This approach can sometime leverage test artifacts previously used for a different purpose. For example, test scripts designed for stress tests can be run in a kind of slow motion (e.g., every 15 minutes) to detect failures in application functionality. Integration with problem management means automatically generating problem records that require human intervention when application sampling fails. This is a kind of “management by exception” approach. Finally, full systems management integration occurs when the application sampling is united with other perspectives like performance, workload, configuration, operations, network, storage and security managements. The degree of integration required is dictated by the IT organization and how the degree they find necessary to manage applications.

Does This Model Work?  

Models like this one are an effort to keep an application running using sampling as the main tactic. The results are only as good as the sample. If the basic monitors selected or automated monitoring scripts used aren’t carefully selected, then the results could be unpredictable. This model is focused on the running application, but what else can be done to make the application manageable at other phases of its development? That is an interesting question that isn’t addressed by this model but can be handled with some planning and basic activities. For example, during application design, key application resources or interfaces should be identified so monitors (application instrumentation) can be created as the application is developed so the management solution can be tested along with the application itself. How do you know that the monitors actually work unless you test them alongside the application? Next week, I’ll keep going with the management theme with a focus on cloud management. What is different with cloud as compared to system, network and application management?