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IOC_vs_XS_single.ipynb 778 KiB
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    "energies = np.asarray(energy_list)\n",
    "\n",
    "fSize_array_C = np.empty([len(energy_list),1024])\n",
    "fSize_array_xs_C = np.empty([len(energy_list),1024])\n",
    "epics.caput(\"100idPyCRL:CRL:EnergySelect\",0)\n",
    "for i in energies:\n",
    "    epics.caput(\"100idPyCRL:testMonoE.VAL\",float(i))\n",
    "    time.sleep(1)\n",
    "    fSize_array_C[i-6,:]=epics.caget(\"100idPyCRL:CRL:fSizes\")\n",
    "    fSize_array_xs_C[i-6,:], _, _=fSize_xs(i*1000.0, slit1_H = slitH, slit1_V = slitV, flag_HE = flag_HE, unsort = False)\n",
    "ratio_C = fSize_array_C/fSize_array_xs_C"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "id": "826a6e4a-c6dd-4901-8558-719ceaa8f2fb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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zb948rF692uGmWERERG3Nn/a0Ud++fWGz2ZCXl4frr7/eaRk3NzdER0e7vC1CCIdJl1VDymURERFOz20TERH92bTp8FJWVobjx4/b3586dQrp6enw8/ND9+7dMWXKFEydOhVvvPEG+vbti4KCAmzYsAFxcXEYM2ZMk+6vU6dOuHDhAubPn4/x48cjNDQUhYWFWLhwIbKzs3HXXXc1+jiPHz+OsrIyGAwGXLx40T7y0rNnT2i12kZvl4iIqFVq4dNWLnX5/P6Vr8t3HjWbzeKFF14QkZGRws3NTYSEhIgJEyaI/fv3u2R/Fy9eFBMmTBBhYWFCq9WK0NBQMX78eLFjx45atwtAnDp1qsb1Q4cOdbrf2uoQEREp1Z9mzgsRERG1DX/q+7wQERGR8jRLeFm4cCGioqLg7u6O+Ph4bNmypV71fvvtN2g0Gj6vh4iIiOxcftpoxYoVSEpKwsKFC3Hdddfhgw8+wEcffYTDhw+jU6dONdYzGo3o168funbtitzc3Hpf/ivLMnJycuDt7V3tGShERETUOgkhUFpairCwMIcHxTrj8vAycOBA9OvXz+FW3TExMbjtttuQnJxcY71JkyahW7duUKvVDbp3SXZ2NsLDw6+22URERNQCsrKy0LFjx1rLuPRSabPZjN27d1e7PXZiYiK2bdtWY70lS5bgxIkTWLZsGV555ZVa92EymRzukXI5i2VlZTl9TggRERG1PiUlJQgPD4e3t3edZV0aXgoKCmCz2ardgTY4OBgGg8FpnWPHjmHOnDnYsmULNJq6m5ecnIyXXnqp2nIfHx+GFyIiIoWpz5SPZpmwe2VDxBWPtL/MZrNh8uTJeOmll+r9QLe5c+fCaDTaX1UfbEZERERtj0tHXgICAqBWq6uNsuTl5Tl9HlBpaSl27dqFvXv3YubMmQAqJ+AKIaDRaPDTTz/hxhtvdKij0+mqPdaeiIiI2i6XjrxotVrEx8dj/fr1DsvXr1+PwYMHVyvv4+ODAwcOID093f6aPn06evTogfT0dAwcONCVzSUiIiIFcPmzjZ544gkkJSWhf//+SEhIwIcffojMzExMnz4dQOVpn7Nnz2Lp0qVQqVSIjY11qB8UFAR3d/dqy4mIiOjPyeXhZeLEiSgsLMTLL7+Mc+fOITY2FuvWrUNERAQA4Ny5c8jMzHR1M4iIiKiNaHPPNiopKYFer4fRaOTVRkRERArRkO9vPtuIiIiIFIXhhYiIiBSF4YWIiIgUheGFiIiIFIXhhYiIiBSF4aUJyW3rwi0iIqJWieGliawvMCJ66wGk5BtbuilERERtGsNLE0k6cAolVhn3HzzV0k0hIiJq0xheiIiISFEYXoiIiEhRGF6IiIhIURheiIiISFEYXoiIiEhRGF6IiIhIURheiIiISFEYXoiIiEhRGF6IiIhIURheiIiISFEYXoiIiEhRGF6IiIhIURheiIiISFEYXoiIiEhRGF6IiIhIURheiIiISFEYXoiIiEhRGF6IiIhIURheiIiISFEYXoiIiEhRGF6IiIhIURheiIiISFEYXoiIiEhRGF6IiIhIUZolvCxcuBBRUVFwd3dHfHw8tmzZUmPZlStX4qabbkJgYCB8fHyQkJCA//3vf83RTCIiIlIAl4eXFStWYNasWXj22Wexd+9eXH/99Rg9ejQyMzOdlv/1119x0003Yd26ddi9ezeGDx+OW265BXv37nV1U4mIiEgBJCGEcOUOBg4ciH79+uH999+3L4uJicFtt92G5OTkem3jmmuuwcSJE/HCCy/UWbakpAR6vR5GoxE+Pj6NbndDhWxMt//bMLxPs+2XiIioLWjI97dLR17MZjN2796NxMREh+WJiYnYtm1bvbYhyzJKS0vh5+fndL3JZEJJSYnDi4iIiNoul4aXgoIC2Gw2BAcHOywPDg6GwWCo1zbeeOMNXLhwAXfffbfT9cnJydDr9fZXeHj4VbebiIiIWq9mmbArSZLDeyFEtWXOfPnll5g3bx5WrFiBoKAgp2Xmzp0Lo9Fof2VlZTVJm4mIiKh10rhy4wEBAVCr1dVGWfLy8qqNxlxpxYoVePDBB/HNN99g5MiRNZbT6XTQ6XRN0l4iIiJq/Vw68qLVahEfH4/169c7LF+/fj0GDx5cY70vv/wS999/P7744guMHTvWlU0kIiIihXHpyAsAPPHEE0hKSkL//v2RkJCADz/8EJmZmZg+fTqAytM+Z8+exdKlSwFUBpepU6firbfewqBBg+yjNh4eHtDr9a5uLhEREbVyLg8vEydORGFhIV5++WWcO3cOsbGxWLduHSIiIgAA586dc7jnywcffACr1YpHHnkEjzzyiH35fffdh08//dTVzSUiIqJWzuX3eWluvM8LERGR8rSa+7wQERERNTWGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGlxZkMVUgP/M02titdoiIiFyK4aUFffn8U1j61Eyc3LOjpZtCRESkGAwvLSj/zCkAwKHNv7RwS5StrCwDWVmfQZYtLd0UIiJqBi5/thHVTYLU0k1QtO07xgAAtLpABAeNaeHWEBGRq3HkhRTNZMq1/9tiPt+CLSEioubC8EJN4mR6Pk4fKGh0/cZOWq6oyLH/W6PxbvT+iYhIORheWhEhBMznLkBYbA2u93lOAfaWlLuoZbWruGDBj4sO4If39sNmlRtc35JXDsPrO3H+v0cbXFcWVvu/Dx1+AlZrWYO3QUREysLw0opUHC5E3lt7kP/JwQbVW19YgqcysjF6d8O//JuCueKPANGY8FL07THYik0o35Vbd+EriCsm6ebmrm3wNoiISFk4YbcVKfut8hSI+VRJg+odKatwRXMaRcj1P/1jKzGjaPVxmM807Hgd9icaNkpFRETKx5GXVsR2QaGX+lbJK7Kt/uGl+LvjqDhceHW7rnLaiIiI/hwYXloRuZHhRWrhK63lKqMtDQkvVqPpqvcthEIDHxERNRrDSysilzduFKGlny5QNbDYbA2Y89IE7ZarjbzwUQtERG0dw0tr0oD5Iq1J1Um6svXqjqGhl0wLmaeNiIj+bDhh98+mOBM4shaIvw/Qel315rZ+fQz7NmTZ3zfktJHTGwvbBKCp33kwIWQnp414t2IioraO4eXP5sNhQHkhcP4kMPZfV7UpIQuH4AIAstzwS6Wv3GZ94kdJyQHs2XsvbDbe14WI6M+G4aWNsQkBdW0zeMsvXd1zYsNV7cdqsWHFKzurLW/QyIuzovWsf+T3uQwuRER/Upzz0saYa5s3Y2jYze9qk/17EYpzq9/Rt0HhxQlRzwm/NV8ircx5Q0REVH8MLy1EXOXplZpYhUCFxYZHvtiD1XvPOq5cOr7pdlRDRpAbcrWRM/UOP85Hl4SwYXVuEaYdPI0LNt7AjoioLWJ4aSGy7PjFWnGiuEm2axECn207jR/2n8OsFemOK8uv7oZw9WFzEj5km4z8zFKH+8EAcJo/RL3Di/NysrBg+uEz+D6/GIuz8uu5LSIiUhKGlxYiVx0VkCQULD7QqO1YZYH00nKH9wVlf9z87amMLOeXHzfwzna/n/8dj/7yKI4VHbtU33k5Z6eNtv73OL5+dSd++uggTBdrv7S5Po8XKC8/BYul2Hn9KqeT8s28jJqIqC1ieGkhDuHFSbio7zOCXj6Rgx8LjPb35iu29XlOIXYaLzSukVU88L8HsCl7E6b/PB1CFjW2z1l4ObAxGwBwYk8+vnp5u335xRInzzSq47TTxYtnkZo2Emaz81EV3veFiKjtY3hpIXJd8zHqefrkw2zHL3GrkyA0fu9xFFmu7ku91FwKAIg6MhBLnt6K4ryLTsvVNeelrOiPUaGS/OpPka7rtJHRuKvW9TIfF0BE1OYxvLSQquHF2Wmdxk7otVw5InJp2/81FDVqe1fqmzMSF0st2Ln2lNP1V3u1Uf0n7DonZIYXIqK2jvd5aSGybIOuvQneHS9AdnKqQ1gFoGv4di1XBiEZgBrINTftl7rF5HzkSLbWHbpqewRAfU+X1cQs8wojIqK2jiMvLUTYZMRMPImO1+XCokuvXqCRX+LVwsul0zjvZuY5LC622pBxoaJR+6iNs6uNAKDCPQ9mbeXoj9lkhdVirmEDNYefhw+dxl0nQ3AR7vZlMiScRBcsxGP4GYkobyXPhxLCNZfCExFRM4WXhQsXIioqCu7u7oiPj8eWLVtqLb9582bEx8fD3d0dnTt3xqJFi5qjmU0mPS+9zjJVTxsVhUViS6DaYX1+4XoUF9c+v6OqdtYL6FyeBassYKoy+qEyn4fKVlytfKHZguE7fndYdqHYhAvFpmplbVYZ/bITMfj0BMi2QlhNByGEQEd1BbpqrVABCNJI8NfIyE/9BABw/vx57NmzB7t374ZVfRGl7X+H0e8ABAQmrrwHRmMhznq5oezSYZ/1kJDlKWHfpi1I2/irfXSmwGzF4K0H0H/9DqzKK8Yxkw7/xLM4hSi8i9mYhffxvLQAv0lDsUR6CHtLPOztrhbkmonVWoptqcNw8ODjLt1PvtmCj7LzcfFq761DRKQwLj9ttGLFCsyaNQsLFy7Eddddhw8++ACjR4/G4cOH0alTp2rlT506hTFjxmDatGlYtmwZfvvtN8yYMQOBgYG44447XN3cRlmXX+zw/qXUl7Dq1lW11rFaK0/jmOGGF/ynAv7A95vLEFohYPI6i4yTzwIA4vrvR87xk+jVuydUaseAc7G0BH5FeYhBNr7dPxvnVSr86vkGft+jgT80eE77MeadL4ZVpUNhh7ertUEG8MvXT6HgUF9ce1McNqysHBmZPLsvPMO97eXSVp/AgKyxlfssexMarQ86WA2I9x0NAAjxKoVeeGKb9y5sqSjD+jc/gWTMgkHvD0kI6IO18Lr0/SqrzCgsKcKiA5vx7ogYXFtSgKeOFWJiv+4QkgSgXWXBTfvgUfIj3NqPRInsBmi09vZkSD3xHJw/lyn1jBvgf6ncnrM4uX8fDhw8CtktDLFjw+EXFg7/4Oo/d1crqzQLnhpP+Ln7IW37KJhMBlRUnEVP+V9Qqdyc1ikrK4PZbIaXlxfWrl2Lbt26wd/fH/6+7ZFlMECWfNE9xB1S8TEgtHe1+lP3n8Le0nIcvVCBBT3C62yjsdyIA8d24lrvLlBFdMTR4qPo6dcTkiTBarUiPz8fIVIhDCYdgjp2hlqtRrmxGBXl5Sguq8D5M7mQgwMR6e+JoLAwh20XFBTAVAIEBnvDdvIYfj93Fpn792HMo4+huGQrDLnfIbrHKygynIGklrF/42JIAV64/saXUZ7yMzI3bIfm3pHw+X4jTL7t0OH2ROjCe6H4yO9Ymboder0v+sb1gYe3G0JDQxv3IbVCpVYbckwW9PByr7swAIulCBZLMTw9oxyXmypQbDiHwIgop/XO55yFh7f3pXIG+JmDYD5mRPsJXaHSqp3WKSs6j+JzOXD3tUEfEAE3t/Y4dmIV2nmGITRkAETmTlSUuMM9Ng4FmSXwxTFowvsBKid/E9usgGE/ENa3wbdpaA4GgwF+fn7QarV1F66BXF4Oc1Y23Ht0r7OsOTMTKi8vaPz97cvKyo7C3T0MGk07lBSdhyHzDLr37mtfbyszQ5hs0Pj/8QeaMc+AbIuM0KAgZFeYEe3lDq2z/r9CaekheHl1hSi3wGowQNe1K0qKj6I0vxQdusXDZrWiIPM0gqK6wJqfD1FRAa2T7+uWJInaJiA0gYEDB6Jfv354//337ctiYmJw2223ITk5uVr5p59+GmvWrMGRI0fsy6ZPn459+/YhNTW1zv2VlJRAr9fDaDTCx8enaQ4CgOFsJt5e85nTdbKkqrxnmkoGhAoqYcOVN0KRIQOSgEqoAEhQqWxo3+0Q8hGEz6RpAIDE06noWJ4PlU2GpLFB0snQ+hTCUuYJS3k7oMqXoGxT44Q+GEadF3oVHIXWZoFKCNjUKgirFt5yEXYG94Ks8UN8aQ4scgXaC09ooEap1YgCTTlsaqC9qQRGj3awQY0TXl3hLqvQs/gYVMJqvw2cJHwgAbBJEsxeefDyOQ/38iB4XuiAYtUFWH1PwENXjmyPYGQhAm75Guz3jcYFtz+eWt3eVIxOZecQm1MMrVsuVnYbjhK1HgAwTPyMTdLIRn82/xEzsBJ3YYs0HD3Mx5Gh7QoA6GTMw8icI4CsAoQaEgSgskAjF8Oiqf4LW0gSVEKGRrbBompIrhewSJXzlnRuMtpHZdjXFJ/sAatVY//cqyrVVS7S2ABrleZobMA3UWNgValx19kD8C85DSt0EJIFgAwBQEjAkh632Ovcn7EKWosECXB6bABgkS6P9gkICEgqFWTZBq2sRmXrbNBCQEAFE9ygkq0QwgaTuztMGgF3mxpqoYZFWAFJgptNgkq2waIRqNBIkATgY/KCxmqCxloIX5MRZ9sFwdtcjDJte9hUEiQhweymgknSQaWxQm0WaCeVAkKCUecNjVmGWpZR4a6B2ibDpq78RSwBkOXKf+ssEnSi5rlNkuT07gO1EJAlGYAElZAgS7LTz6taf6or/7fX2uRLZSVULnGsJ0mAJAOyk8193XkEyrSeuCFnL7oasy9VqHmfknR5lE2CJMkQsgoCEmC1QCVkyBoNJEl96agqT6uqrWYICFjc1LCpAHeTDUHulV9EF2wlMJoroNHIkG0aQG2GVgYkWcDTbES5mzssKg2Eyg0SZMiSDI0N0AkBlVmCRQXIbh5QW71QoVVDZzVCVqsBlRWQLJAvDe5rhAwr3KCCBKtkc9pP9k9DkiC10KjplTwkHdyEG8rFRVglDSAEJKnylHdlC2XIkoAkVABkCAn1+tmRROUDaGVJgoAMWbJBAzUEJAhIkCyWyj2o1YBKDQmAm5sPTDBDJ2twERWwCisk2QY3qwwBLSy6yr52s9mgs8iVvwvUEiABQkjwtJpwQesGK6xwkyVAqCDZ3KDSVMC7woQieMJLqrytRrnGHZXfU4D7pcH4CncNIAFqIcMmAQIqzH/4hSbt74Z8f7s0vJjNZnh6euKbb77BhAkT7Msff/xxpKenY/PmzdXq3HDDDejbty/eeust+7JVq1bh7rvvRnl5OdzcHP+KNZlMMJmqXH5bUoLw8PAmDy+7UrdgXIV33QWpyd0rPsE6jMd5KcDp+uXiDqzCHfivNLmZW0ZE9OfkJszY4FeBbn1uaLJtNiS8uPS0UUFBAWw2G4KDgx2WBwcHw2AwOK1jMBiclrdarSgoKKg2ZJycnIyXXnqpaRvuhE6nQ0TZ6RrXS5KApLJByGoIUb9hUUkSUKlsOIuOMEnuiJRP4LSqi319lHwSkiRDFioI+Y+hQJXaCglADsJQIXkiwnqpXRKgUtmQiU6wSX+EvM7iuNP956ADKiQPeIoLCME5nJQqRyx8RSH0cqnDX68WyQ15qiAEyXlwV12EuNQmSSXb/xosgi+KJH9EiePwk4uQj2BkqmsfagwUufBGqX3fADDUvBFdraewQTscYepM3IQUDMGv+FRMw7Xlu7DXszcyEIN8KRjPiedhs+gwSOzA79qeKLO1xwXJC/nqQERaT0NS2SBJlQdihhuypQgAgLsoR7DNcRKzWdLinLrydIiXXIYAuaDWttfk8udz5efmVNU/1qv8t1DljzKV9x+frROypEKWulOtZWrcJyr3c+VP6uUf3TPqSPuyCNsV27/UzqplLv+MyTYNTmsi4UwnWyZUQgZUMmySGlmXPosrBdryUKryRoVUOTzeXi6Cn+T4aAtZVkGIVnC9weXPra4yVVUpX6pqh/OqAMc+vnJQwukNsit/d1xmkzXV6pZK7XBBaodg2QCp6jarfO5mtQZ5CEYocuAGC2RZDQjJ4TP0kwvhI5faN2+R3JCj7uD0UKPEcQhZAyGA8yo/lKoqv4Aiq/yMto4xlfqp0mUu27h05d0tavp5qdqYKr8vMlXhEJIa/iIfehgrRygv/b9xuWq+OhDlkhd0ogKhtsrvXunS76l8BKFUcgwKamFFuC3bYRtX0sCGiOib6324Ta1ZLpWWrjjHKYSotqyu8s6WA8DcuXPxxBNP2N9fHnlpanH9BmB7LeuFEDhyzojoED1UKsd2vj8tBeUl7wIAZEngqa9+AAAcOnQI27YvQOfIrYAATmbGYHfJCKzrOQRDThxDaO4heAs3dM3Zjbj5r6B3YOW8B9lagTM7PseZk3lQq7xQfPY0sg/sQrseXhgU8iv8iqz4SRqLLjiGLnIG8jzckdNTC58SC1YU3I/dHt/CtyQS95y6Cz+G/45zHmux+D0rZA+gopuA5jzQ+6s9UHn9cdpHyAIn9+3B6tfeR7cLAt2OnwQAbO8cgvJINUylbvD0r0DYoDxoPGw4ujoC1nI3jIh4CG93zEJxe3fc1u5LfNB+Gk5I3aETFfhYTLGf/t6392aUlATZ93dH2e14WKNGRuKTAABvlOK+ks+wL30MYlGM/1R44IzmACKtfwcA9AQwDEC7TgdRlhkLoBSAP3J6LURpyA4AQD4CMQuVk79jbeew9ibHOVSnL5owKK3ydOUdHSOwoMcQ+7qzxRexdl8O7h0UAS+d4/82meeO48TWreiVcCO2frUUcTfejM79roUlrxwaXx0kNyencczlMGz+ERuWfAlNeEdknTqO2BsTkXv4IFBkxJCEW9H54ckoPR8NALCabTB7qlBiOIfijF2IjI+Dm8kD7TX5qPC8DtmGckToi3BeE4yg4JBq/6/IssD5nAvwDfHA4vc/xfmCAlzfMxoDht6I7eW7cdGcgeF+k5H5/PMoOXMcq595BV9WmJD8+SJ0vXcUDpy7CDd3d9w4eDRUS19Ayc50FCZ2xRfR12Csuhha6Th6XHwc+u49kHO4AON0ZThfZZA09KKMb7f44sJ90egW5YtTO9LwaIEFe9u7oa/IgpvKGx09AzBa749x3Xuj+NxhJB8GhKEUjx/UIK+PGSdVH8Ad3vCQ78GISVOq9ykA88VyXCgugm+o8y9XZ/KzDPhx0QmEdG6PxAevQen5Cmi0Krh7uVX2WagXDm/+GWcOpGPk/z0Cnaenva7FbMKP776DsG7d0f+W8cCB/wIevkDXEQAAm9WCvMwzyIERuRm50FSYMGLkSKi9vWGzWrH5q4+h9S7Cz3sPAQD+Ou0h5B2xwD9SizOG4+jfvz/c3f+YDyNkAUklQTbbcHbZdhi8v0OPxAfg6dkFhecLERQUiOLz53Hg0GEIYYH7jvXwL5fRZdoEICQWWccz4Z0t4eLPH+NC2m/w+vANrMtdi26hA5B3IRvj/aciS6/B+D3HoVepMC3QD3ca/JHvZcPLRw7igbhu6H9NF3TZUvmE+gXtT2LJBV8ct/ri+7j2iPEaCq3WH8b9aSiJjMHoPScRbSrDsqE3QxSaUKo1VfvjtCHKy8thNpvRvn17h+VmmxkrMlbgurDr0Ll950Zvv74uFBdByDKsFg94tdfBTafGySNZyMnLwqDrBkCjqfmr9WR65Y1FfTpK2PXlFwjI80d4r3j4jIyEu16HnNMG/LT5XXTs2AEjRjyE4uNb4aGPRXHFWbj7hAFGAfnXfSh4aw7aPfggfo/1gc3XDTEF56GJdEdo1K0QQuDioUJIElDoU45z53Lh3qMrenp6QD5fAXWgJwAbLpQcg1t5RxxV23Dm7NcoUZejR8gw9Arsh9xsG06dXocBA/+OVzOL4aVW4ZEOXjh/sRjqfCCkcweo1c5PUTcHxZ82upKr5rxcjff/+j+UG9+pfKOS8Lcvv7evO5v5BX4//jwA4NyuAOQcCEcPjzhcDArD75rKp0I//OCDCK4jkAkhUFGRg9Rt18Prgg1xIzbDUxMA7FkKZO8EDq0EALw+cBs+PvQhdIEbHOr/8lMh/mtpjy45AtlBEh5cebjGfRV9tQKGefMAAKU6N2zvEgazm/P/WSPaXYMBgWNwXiqDBmos8UnHb117If5MBgLLjLjmmg1w9yjFnt3jIMQf/yPcWjocgW4qlI3bjLPmJZX7LQrBwQM3AQD+r2IENP7usBY6Xu7t/5drULjkkP39uWsWo6TDbwCAEvjgYalyW4NxDCuH3+VQt9hiRfTWyl/KD4UH4qWu9f8CvFpWiwWaOn62leSCzQaDyQIfjRrf5RVjTIAeYe6NnwzZ1p04cQI2mw3du9c92bM1+Cg7H2cumvBS1w4wWm0ostjQ2bMRN6YiqqLVnDbSarWIj4/H+vXrHcLL+vXrceuttzqtk5CQgO+//95h2U8//YT+/fvXGVxat8pxvsBOjn8VqNyq/A8vS1CbKyB0ZmiqXMWubdeu7q1LEtzdQ+Gj7wfhY4OHZzggqYGEGUDRGeDkJqDfVLTT6GAuSMQt590xX/cB7goLQaTFgqBuF/B+VOXMdw9Z4MHa9lVlRr63yYKRh8/gvJc70px82Z8pOwQJEgYGVl6t1Le8HbwP7UBIYCBuuWcazp4dA5OpAkI4hqn2HdoBeeXooJqK0pwMlAXuxamT8Q5lrgwu2ig93Lu2h65re5iOF1e2FX+0VYs/5kap3KqfcvCpMtG1ua+HaEvBBQC81Gp08azsz//rGNjCrWn9unTpUnehVqTqZ+rrpoFvDX+8ELmKy3/innjiCSQlJaF///5ISEjAhx9+iMzMTEyfPh1A5Wmfs2fPYunSpQAqryx699138cQTT2DatGlITU3Fxx9/jC+//NLVTXUprfdEWCt2YPSMJxyWS9IfH0HX/oMx+OZ70K7IG79tSLMvr29okyQV4uO/ufTvKl+/vhHAUycAlQq6LZWneyzQwF0IfHf2XIO/qCUn7fG7UIHR+05gX3gQcvwcJzafLjuIM2WHEOXdC+PnzsLB3GOIjY2Fj48POnSoDDxhpz2w4vj/YL501Y4+zAvleeWAVYXQg3+FgIzN7htrbJPPzZFoNzgMklqFwP+Lq7xTrwSUH98MY1ZlGS2q3BjPyUGrWuElnEREVJ3Lw8vEiRNRWFiIl19+GefOnUNsbCzWrVuHiIjKyXrnzp1DZmamvXxUVBTWrVuH2bNn47333kNYWBjefvvtVnuPl/pSacKgbXcbfEM7Oiy/fFkjAIR274mITtdWnqusUqYhI041ziW6dO3/5fUWVO7X6ZRHTe3Dv1IN90LQRUSgd89o5ORUnyAsIHCydB8mdAnE4C7V/xL31flAJ9zs4UW6dO8JcemGe9IVLfWf2hOFSy+d2pIA76EdIVWZa3T531XrqapMPdO6+dV6jBoGGSKiVqtZxvpmzJiBGTNmOF336aefVls2dOhQ7Nmzx8WtaiFXfCdWHXmxBxmNYyFXnC6z1PbRq2qfhOVs5AUAuvwvBcY8A/Do/zWqTb1tEdiq+h1RtiBImkuz5S3O7x7r0dMfuq7tYc0rh35sZ4fgUh8eHs6vdHkoPBDfGoowjac6iIhaLZ6obGFVR16qBpmqVPW4Y2J9XZ6fXWt4qUNNIy8A4Kar351CnelhC0Og7IP2wgu4FF7ki9UfWnlZwIOxle1pzChJDXVe6toBL3YJ4ykkIqJWjOGlOVS5oEuqdvfN6iMvjfoyrqfuwZXzUS6fNmoMSVvzSFCjw4skQYIEf1HZPunS6JNcXvPTsF3VTwwuREStG8NLc6j1njZ/hAjVpSCj66yHylMD1PDg5atxfbcAvHZ7HOIlN+CHxm2j6mkjj/h4XNy9275M09hng1xxxb506Wog2+UHRWpawQ3JiIioVWB4aQaSmxtQw6NYHE8bXRp50ajgNSAU2Or8zrhX1RZJwqQBnYDsvLoL17SNKgEl8NFHYTqagXZDh1auU6mg0elgNVV/OnWD9nHpsmVzZuWdPbVhXkDjm1yNmqMrRESKxT9nm0PVOSu1Ttj949/RMZV3VvX2dtHzlNSNnwRcdeRF5d0OflOnQhvxxwTYae98fFVNq9xHlY7SqND+lqu/D0a3bs/h6agQ+LmpMTeq7TyZmIjoz4YjLy3M2cgLAHTo0AGPPPKI68KLqvHhRVVl5MXZlUee+vaYtXwVPnvyERSdy2ncTmx/nEbyHd8F2vDG9UPVPu0U/hfMBvB4RDDntRARKRhHXppbPUdeACAwMNDhuSZNSt34W7U7jLzUMMdFrXFDUFRXp+vqQ93+j+P2jG/8s1DCwx+AVhuATuF/3DOYwYWISNk48tLCahp5cblaThtdeUVUtfV1jLxcNmTSVGQeSMfF0pK623NFoHCP8UP7W7vAvbsvJHXjw4ZOF4gh16VCkpjTiYjaCv5GbwZSDf8Gah95camq4WXgw8Bf/3hIpqjjAfAOgaWWp4q2Dw7Bwx8uq1dztOGOz2+SVBLaJYRB4+9Rr/q1YXAhImpb+Fu9GdQWBVpu5KXK6Z4B04CwPg2oW/92SvW8wZ7XtZxAS0RE9cPTRi3M6eMBmkPVkZcrTtnUddpI1a4dPPv3h2wxQxMU1CTNkdQS1H7usJ2vqLswERH9qTG8NLcrg0I9Hg/gEldxtZEkSej0+VL7v4mIiJoTw0sLa7mRlyqnjXT6BldnaCEiopbC8NLMqk3YVbXQyItaA0z+BrCZAC9/h1V1TdglIiJqSZyw28IcR16a+ePongjE3OLy3fS+aQwAYOCEu12+LyIiavs48tIMpBrfAKqqp4paySW9dU3YbagbH3gIcSNuRlBE1FVtR5IkCMFRISKiP7vW8W3ZxtV+qXTry49NPZ9FpVIjOKpLnZdNa/xqv5vwvffeC51OhzvuuKMpm0dERArD8NLCmnWSbh2Sr0+Gt9Yb79z4Tovs3/fObnDv6Y/Av8Y5Xd+lSxc8/fTTiItzvp6IiP4cWt+f/W3claMarSm8jOs8DmOixkDVQqevNO3dETC1Z61lVPW86R0REbVd/CZoYa3ttFFLBRciIqL64jdVi+NHQERE1BCt68/+PyFJkuDvdwNM5ny084pu6eYQERG1egwvrUDv3p8A4F1riYiI6oPhpRVgaCEiIqo/TrggIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVxaXgpKipCUlIS9Ho99Ho9kpKSUFxcXGN5i8WCp59+GnFxcfDy8kJYWBimTp2KnJwcVzaTiIiIFMSl4WXy5MlIT09HSkoKUlJSkJ6ejqSkpBrLl5eXY8+ePXj++eexZ88erFy5EkePHsX48eNd2UwiIiJSEJc9HuDIkSNISUlBWloaBg4cCABYvHgxEhISkJGRgR49elSro9frsX79eodl77zzDgYMGIDMzEx06tTJVc0lIiIihXDZyEtqair0er09uADAoEGDoNfrsW3btnpvx2g0QpIktG/f3ul6k8mEkpIShxcRERG1XS4LLwaDAUFBQdWWBwUFwWAw1GsbFRUVmDNnDiZPngwfHx+nZZKTk+1zavR6PcLDw6+q3URERNS6NTi8zJs3D5Ik1fratWsXAOdPSxZC1OspyhaLBZMmTYIsy1i4cGGN5ebOnQuj0Wh/ZWVlNfSQiIiISEEaPOdl5syZmDRpUq1lIiMjsX//fuTm5lZbl5+fj+Dg4FrrWywW3H333Th16hQ2bNhQ46gLAOh0Ouh0uvo1noiIiBSvweElICAAAQEBdZZLSEiA0WjEjh07MGDAAADA9u3bYTQaMXjw4BrrXQ4ux44dw8aNG+Hv79/QJhIREVEb5rI5LzExMRg1ahSmTZuGtLQ0pKWlYdq0aRg3bpzDlUbR0dFYtWoVAMBqteLOO+/Erl27sHz5cthsNhgMBhgMBpjNZlc1lYiIiBTEpfd5Wb58OeLi4pCYmIjExET06tULn3/+uUOZjIwMGI1GAEB2djbWrFmD7Oxs9OnTB6GhofZXQ65QIiIiorbLZfd5AQA/Pz8sW7as1jJCCPu/IyMjHd4TERERXYnPNiIiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFcWl4KSoqQlJSEvR6PfR6PZKSklBcXFzv+g899BAkScKbb77psjYSERGRsrg0vEyePBnp6elISUlBSkoK0tPTkZSUVK+6q1evxvbt2xEWFubKJhIREZHCaFy14SNHjiAlJQVpaWkYOHAgAGDx4sVISEhARkYGevToUWPds2fPYubMmfjf//6HsWPHuqqJREREpEAuG3lJTU2FXq+3BxcAGDRoEPR6PbZt21ZjPVmWkZSUhKeeegrXXHNNnfsxmUwoKSlxeBEREVHb5bLwYjAYEBQUVG15UFAQDAZDjfVef/11aDQaPPbYY/XaT3Jysn1OjV6vR3h4eKPbTERERK1fg8PLvHnzIElSra9du3YBACRJqlZfCOF0OQDs3r0bb731Fj799NMay1xp7ty5MBqN9ldWVlZDD4mIiIgUpMFzXmbOnIlJkybVWiYyMhL79+9Hbm5utXX5+fkIDg52Wm/Lli3Iy8tDp06d7MtsNhv+9re/4c0338Tp06er1dHpdNDpdA07CCIiIlKsBoeXgIAABAQE1FkuISEBRqMRO3bswIABAwAA27dvh9FoxODBg53WSUpKwsiRIx2W3XzzzUhKSsJf/vKXhjaViIiI2iCXXW0UExODUaNGYdq0afjggw8AAH/9618xbtw4hyuNoqOjkZycjAkTJsDf3x/+/v4O23Fzc0NISEitVycRERHRn4dL7/OyfPlyxMXFITExEYmJiejVqxc+//xzhzIZGRkwGo2ubAYRERG1IS4beQEAPz8/LFu2rNYyQoha1zub50JERER/Xny2ERERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpikvDS1FREZKSkqDX66HX65GUlITi4uI66x05cgTjx4+HXq+Ht7c3Bg0ahMzMTFc2lYiIiBTCpeFl8uTJSE9PR0pKClJSUpCeno6kpKRa65w4cQJDhgxBdHQ0Nm3ahH379uH555+Hu7u7K5tKRERECqFx1YaPHDmClJQUpKWlYeDAgQCAxYsXIyEhARkZGejRo4fTes8++yzGjBmDBQsW2Jd17tzZVc0kIiIihXHZyEtqair0er09uADAoEGDoNfrsW3bNqd1ZFnGDz/8gO7du+Pmm29GUFAQBg4ciNWrV9e4H5PJhJKSEocXERERtV0uCy8GgwFBQUHVlgcFBcFgMDitk5eXh7KyMrz22msYNWoUfvrpJ0yYMAG33347Nm/e7LROcnKyfU6NXq9HeHh4kx4HERERtS4NDi/z5s2DJEm1vnbt2gUAkCSpWn0hhNPlQOXICwDceuutmD17Nvr06YM5c+Zg3LhxWLRokdM6c+fOhdFotL+ysrIaekhERESkIA2e8zJz5kxMmjSp1jKRkZHYv38/cnNzq63Lz89HcHCw03oBAQHQaDTo2bOnw/KYmBhs3brVaR2dTgedTlfP1hMREZHSNTi8BAQEICAgoM5yCQkJMBqN2LFjBwYMGAAA2L59O4xGIwYPHuy0jlarxbXXXouMjAyH5UePHkVERERDm0pERERtkMvmvMTExGDUqFGYNm0a0tLSkJaWhmnTpmHcuHEOVxpFR0dj1apV9vdPPfUUVqxYgcWLF+P48eN499138f3332PGjBmuaioREREpiEvv87J8+XLExcUhMTERiYmJ6NWrFz7//HOHMhkZGTAajfb3EyZMwKJFi7BgwQLExcXho48+wrfffoshQ4a4sqlERESkEJIQQrR0I5pSSUkJ9Ho9jEYjfHx8Wro5AIBFj26CzVI5GfmRRTe2cGuIiIhan4Z8f/PZRkRERKQoDC9ERESkKAwvREREpCgML0RERKQoDC9ERESkKAwvREREpCgML0RERKQoDC9ERESkKAwvREREpCgML0RERKQoDC9ERESkKAwvREREpCgML0RERKQoDC9ERESkKAwvREREpCgML0RERKQoDC9ERESkKAwvREREpCgML0RERKQoDC9ERESkKAwvREREpCgML0RERKQoDC9ERESkKAwvREREpCgML0RERKQoDC9ERESkKAwvREREpCgML0RERKQoDC9ERESkKAwvREREpCgML0RERKQoDC9ERESkKC4NL0VFRUhKSoJer4der0dSUhKKi4trrVNWVoaZM2eiY8eO8PDwQExMDN5//31XNpOIiIgUxKXhZfLkyUhPT0dKSgpSUlKQnp6OpKSkWuvMnj0bKSkpWLZsGY4cOYLZs2fj0UcfxXfffefKphIREZFCuCy8HDlyBCkpKfjoo4+QkJCAhIQELF68GGvXrkVGRkaN9VJTU3Hfffdh2LBhiIyMxF//+lf07t0bu3btclVTiYiISEFcFl5SU1Oh1+sxcOBA+7JBgwZBr9dj27ZtNdYbMmQI1qxZg7Nnz0IIgY0bN+Lo0aO4+eabnZY3mUwoKSlxeBEREVHb5bLwYjAYEBQUVG15UFAQDAZDjfXefvtt9OzZEx07doRWq8WoUaOwcOFCDBkyxGn55ORk+5wavV6P8PDwJjsGIiIian0aHF7mzZsHSZJqfV0+xSNJUrX6Qginyy97++23kZaWhjVr1mD37t144403MGPGDPz8889Oy8+dOxdGo9H+ysrKaughERERkYJoGlph5syZmDRpUq1lIiMjsX//fuTm5lZbl5+fj+DgYKf1Ll68iGeeeQarVq3C2LFjAQC9evVCeno6/vWvf2HkyJHV6uh0Ouh0uoYeBhERESlUg8NLQEAAAgIC6iyXkJAAo9GIHTt2YMCAAQCA7du3w2g0YvDgwU7rWCwWWCwWqFSOA0JqtRqyLDe0qURERNQGuWzOS0xMDEaNGoVp06YhLS0NaWlpmDZtGsaNG4cePXrYy0VHR2PVqlUAAB8fHwwdOhRPPfUUNm3ahFOnTuHTTz/F0qVLMWHCBFc1lYiIiBSkwSMvDbF8+XI89thjSExMBACMHz8e7777rkOZjIwMGI1G+/uvvvoKc+fOxZQpU3D+/HlERERg/vz5mD59uiubSkRERArh0vDi5+eHZcuW1VpGCOHwPiQkBEuWLHFls4iIiEjB+GwjIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUl4aX+fPnY/DgwfD09ET79u3rVUcIgXnz5iEsLAweHh4YNmwYDh065MpmEhERkYK4NLyYzWbcddddePjhh+tdZ8GCBfj3v/+Nd999Fzt37kRISAhuuukmlJaWurClREREpBQuDS8vvfQSZs+ejbi4uHqVF0LgzTffxLPPPovbb78dsbGx+Oyzz1BeXo4vvvjClU0lIiIihWhVc15OnToFg8GAxMRE+zKdToehQ4di27ZtTuuYTCaUlJQ4vIiIiKjtalXhxWAwAACCg4MdlgcHB9vXXSk5ORl6vd7+Cg8Pd3k7iYiIqOU0OLzMmzcPkiTV+tq1a9dVNUqSJIf3Qohqyy6bO3cujEaj/ZWVlXVV+yYiIqLWTdPQCjNnzsSkSZNqLRMZGdmoxoSEhACoHIEJDQ21L8/Ly6s2GnOZTqeDTqdr1P6IiIhIeRocXgICAhAQEOCKtiAqKgohISFYv349+vbtC6DyiqXNmzfj9ddfd8k+iYiISFlcOuclMzMT6enpyMzMhM1mQ3p6OtLT01FWVmYvEx0djVWrVgGoPF00a9YsvPrqq1i1ahUOHjyI+++/H56enpg8ebIrm0pEREQK0eCRl4Z44YUX8Nlnn9nfXx5N2bhxI4YNGwYAyMjIgNFotJf5+9//josXL2LGjBkoKirCwIED8dNPP8Hb29uVTSUiIiKFkIQQoqUb0ZRKSkqg1+thNBrh4+PT0s0BACx6dBNsFhkA8MiiG1u4NURERK1PQ76/W9Wl0kRERER1YXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFYXghIiIiRWF4ISIiIkVheCEiIiJFcWl4mT9/PgYPHgxPT0+0b9++zvIWiwVPP/004uLi4OXlhbCwMEydOhU5OTmubCYREREpiEvDi9lsxl133YWHH364XuXLy8uxZ88ePP/889izZw9WrlyJo0ePYvz48a5sJhERESmIxpUbf+mllwAAn376ab3K6/V6rF+/3mHZO++8gwEDBiAzMxOdOnVq6iYSERGRwrg0vDQFo9EISZJqPO1kMplgMpns70tKSpqpZURERNQSWvWE3YqKCsyZMweTJ0+Gj4+P0zLJycnQ6/X2V3h4eDO3koiIiJpTg8PLvHnzIElSra9du3ZddcMsFgsmTZoEWZaxcOHCGsvNnTsXRqPR/srKyrrqfRMREVHr1eDTRjNnzsSkSZNqLRMZGdnY9gCoDC533303Tp06hQ0bNtQ46gIAOp0OOp3uqvZHREREytHg8BIQEICAgABXtAXAH8Hl2LFj2LhxI/z9/V22LyIiIlIel855yczMRHp6OjIzM2Gz2ZCeno709HSUlZXZy0RHR2PVqlUAAKvVijvvvBO7du3C8uXLYbPZYDAYYDAYYDabXdlUIiIiUgiXXm30wgsv4LPPPrO/79u3LwBg48aNGDZsGAAgIyMDRqMRAJCdnY01a9YAAPr06eOwrap1iIiI6M/LpeHl008/rfMeL0II+78jIyMd3hMRERFdqVVfKk1ERER0JYaXZtB/dAQAoPuA4BZuCRERkfK1+jvstgXxoyIRERcA/zCvlm4KERGR4jG8NANJJSEw3Lulm0FERNQm8LQRERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKQrDCxERESkKwwsREREpCsMLERERKUqbe6q0EAIAUFJS0sItISIiovq6/L19+Xu8Nm0uvJSWlgIAwsPDW7glRERE1FClpaXQ6/W1lpFEfSKOgsiyjJycHHh7e0OSpCbddklJCcLDw5GVlQUfH58m3Taxf12N/eta7F/XYx+7Vkv3rxACpaWlCAsLg0pV+6yWNjfyolKp0LFjR5fuw8fHh//juBD717XYv67F/nU99rFrtWT/1jXichkn7BIREZGiMLwQERGRojC8NIBOp8OLL74InU7X0k1pk9i/rsX+dS32r+uxj11LSf3b5ibsEhERUdvGkRciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGl3pauHAhoqKi4O7ujvj4eGzZsqWlm6QIycnJuPbaa+Ht7Y2goCDcdtttyMjIcCgjhMC8efMQFhYGDw8PDBs2DIcOHXIoYzKZ8OijjyIgIABeXl4YP348srOzm/NQFCE5ORmSJGHWrFn2Zezfq3P27Fnce++98Pf3h6enJ/r06YPdu3fb17N/G89qteK5555DVFQUPDw80LlzZ7z88suQZdlehv3bML/++ituueUWhIWFQZIkrF692mF9U/VnUVERkpKSoNfrodfrkZSUhOLiYhcfneOBUB2++uor4ebmJhYvXiwOHz4sHn/8ceHl5SXOnDnT0k1r9W6++WaxZMkScfDgQZGeni7Gjh0rOnXqJMrKyuxlXnvtNeHt7S2+/fZbceDAATFx4kQRGhoqSkpK7GWmT58uOnToINavXy/27Nkjhg8fLnr37i2sVmtLHFartGPHDhEZGSl69eolHn/8cfty9m/jnT9/XkRERIj7779fbN++XZw6dUr8/PPP4vjx4/Yy7N/Ge+WVV4S/v79Yu3atOHXqlPjmm29Eu3btxJtvvmkvw/5tmHXr1olnn31WfPvttwKAWLVqlcP6purPUaNGidjYWLFt2zaxbds2ERsbK8aNG9dchykYXuphwIABYvr06Q7LoqOjxZw5c1qoRcqVl5cnAIjNmzcLIYSQZVmEhISI1157zV6moqJC6PV6sWjRIiGEEMXFxcLNzU189dVX9jJnz54VKpVKpKSkNO8BtFKlpaWiW7duYv369WLo0KH28ML+vTpPP/20GDJkSI3r2b9XZ+zYseKBBx5wWHb77beLe++9VwjB/r1aV4aXpurPw4cPCwAiLS3NXiY1NVUAEL///ruLj6oSTxvVwWw2Y/fu3UhMTHRYnpiYiG3btrVQq5TLaDQCAPz8/AAAp06dgsFgcOhfnU6HoUOH2vt39+7dsFgsDmXCwsIQGxvLz+CSRx55BGPHjsXIkSMdlrN/r86aNWvQv39/3HXXXQgKCkLfvn2xePFi+3r279UZMmQIfvnlFxw9ehQAsG/fPmzduhVjxowBwP5tak3Vn6mpqdDr9Rg4cKC9zKBBg6DX65utz9vcU6WbWkFBAWw2G4KDgx2WBwcHw2AwtFCrlEkIgSeeeAJDhgxBbGwsANj70Fn/njlzxl5Gq9XC19e3Whl+BsBXX32FPXv2YOfOndXWsX+vzsmTJ/H+++/jiSeewDPPPIMdO3bgscceg06nw9SpU9m/V+npp5+G0WhEdHQ01Go1bDYb5s+fj3vuuQcAf36bWlP1p8FgQFBQULXtBwUFNVufM7zUkyRJDu+FENWWUe1mzpyJ/fv3Y+vWrdXWNaZ/+RkAWVlZePzxx/HTTz/B3d29xnLs38aRZRn9+/fHq6++CgDo27cvDh06hPfffx9Tp061l2P/Ns6KFSuwbNkyfPHFF7jmmmuQnp6OWbNmISwsDPfdd5+9HPu3aTVFfzor35x9ztNGdQgICIBara6WJvPy8qqlV6rZo48+ijVr1mDjxo3o2LGjfXlISAgA1Nq/ISEhMJvNKCoqqrHMn9Xu3buRl5eH+Ph4aDQaaDQabN68GW+//TY0Go29f9i/jRMaGoqePXs6LIuJiUFmZiYA/vxeraeeegpz5szBpEmTEBcXh6SkJMyePRvJyckA2L9Nran6MyQkBLm5udW2n5+f32x9zvBSB61Wi/j4eKxfv95h+fr16zF48OAWapVyCCEwc+ZMrFy5Ehs2bEBUVJTD+qioKISEhDj0r9lsxubNm+39Gx8fDzc3N4cy586dw8GDB//0n8GIESNw4MABpKen21/9+/fHlClTkJ6ejs6dO7N/r8J1111X7dL+o0ePIiIiAgB/fq9WeXk5VCrHryG1Wm2/VJr927Saqj8TEhJgNBqxY8cOe5nt27fDaDQ2X583y7Rghbt8qfTHH38sDh8+LGbNmiW8vLzE6dOnW7pprd7DDz8s9Hq92LRpkzh37pz9VV5ebi/z2muvCb1eL1auXCkOHDgg7rnnHqeX7nXs2FH8/PPPYs+ePeLGG2/8014KWZeqVxsJwf69Gjt27BAajUbMnz9fHDt2TCxfvlx4enqKZcuW2cuwfxvvvvvuEx06dLBfKr1y5UoREBAg/v73v9vLsH8bprS0VOzdu1fs3btXABD//ve/xd69e+239miq/hw1apTo1auXSE1NFampqSIuLo6XSrdG7733noiIiBBarVb069fPfqkv1Q6A09eSJUvsZWRZFi+++KIICQkROp1O3HDDDeLAgQMO27l48aKYOXOm8PPzEx4eHmLcuHEiMzOzmY9GGa4ML+zfq/P999+L2NhYodPpRHR0tPjwww8d1rN/G6+kpEQ8/vjjolOnTsLd3V107txZPPvss8JkMtnLsH8bZuPGjU5/5953331CiKbrz8LCQjFlyhTh7e0tvL29xZQpU0RRUVEzHaUQkhBCNM8YDxEREdHV45wXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlIUhhciIiJSFIYXIiIiUhSGFyIiIlKU/wc6FhKRWXtlsQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(np.linspace(0,1023,1024), ratio_C.T)\n",
    "plt.title('Ratio of focal sizes')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "id": "890b2c31-48a0-4136-a47c-a2f369292b2a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.00073821 0.00065674 0.00187481 0.0004958  0.00041242 0.00033356\n",
      " 0.00025658 0.00020621 0.00018088]\n",
      "[0.00073821 0.00065674 0.00187481 0.0004958  0.00041242 0.00033356\n",
      " 0.00025658 0.00020621 0.00018088]\n"
     ]
    }
   ],
   "source": [
    "# 6 keV -- low bit configurations\n",
    "print(fSize_array_C[0,0:9])\n",
    "print(fSize_array_xs_C[0,0:9])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "id": "7f9fd270-d544-4fcb-9c49-846ab6944cf8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.0250141  0.02501354 0.02501339 0.02501283 0.0250121  0.02501142\n",
      " 0.02501061 0.02500997 0.02500929]\n",
      "[0.0250141  0.02501354 0.02501339 0.02501283 0.0250121  0.02501142\n",
      " 0.02501061 0.02500997 0.02500929]\n"
     ]
    }
   ],
   "source": [
    "# 6 keV -- high bit configurations\n",
    "print(fSize_array_C[0,1014:1023])\n",
    "print(fSize_array_xs_C[0,1014:1023])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "id": "84bcc253-cb1d-4f71-87e3-01298365c525",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.00049295 0.00048974 0.00048654 0.00048334 0.00048015 0.00047698\n",
      " 0.00047381 0.0004717  0.00047066]\n",
      "[0.00049295 0.00048974 0.00048654 0.00048334 0.00048015 0.00047698\n",
      " 0.00047381 0.0004717  0.00047066]\n"
     ]
    }
   ],
   "source": [
    "# 25 keV\n",
    "print(fSize_array_C[19,0:9])\n",
    "print(fSize_array_xs_C[19,0:9])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "id": "aa77e5f0-4230-41d2-ae63-b2273e6af6a5",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.00115101 0.00115235 0.00115302 0.00115436 0.00115636 0.00115837\n",
      " 0.00116038 0.00116238 0.00116438]\n",
      "[0.00115101 0.00115235 0.00115302 0.00115436 0.00115636 0.00115837\n",
      " 0.00116038 0.00116238 0.00116438]\n"
     ]
    }
   ],
   "source": [
    "# 25 keV -- high bit configurations\n",
    "print(fSize_array_C[19,1014:1023])\n",
    "print(fSize_array_xs_C[19,1014:1023])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7aaa8618-1503-4223-ab1d-3a8f7d3ebea4",
   "metadata": {},
   "source": [
    "# Focal power comparison\n",
    "Focal power ~ 1/focal distance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "id": "5d485d76-3e73-4049-82d3-9a871eeb7789",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_36155/282330399.py:21: RuntimeWarning: invalid value encountered in divide\n",
      "  invF_ratio_B = invF_array_B/invF_array_xs_B\n"
     ]
    }
   ],
   "source": [
    "slitH = 0.0005\n",
    "slitV = 0.0003\n",
    "flag_HE = True\n",
    "\n",
    "epics.caput(\"100idPyCRL:testSSH1.VAL\", slitH)\n",
    "epics.caput(\"100idPyCRL:testSSV1.VAL\", slitV)\n",
    "epics.caput(\"100idPyCRL:CRL:thickerr_flag\", flag_HE)\n",
    "\n",
    "energy_list = [i for i in range(6,26)]\n",
    "energies = np.asarray(energy_list)\n",
    "\n",
    "invF_array_B = np.empty([len(energy_list),1024])\n",
    "invF_array_xs_B = np.empty([len(energy_list),1024])\n",
    "epics.caput(\"100idPyCRL:CRL:EnergySelect\",0)\n",
    "\n",
    "for i in energies:\n",
    "    epics.caput(\"100idPyCRL:testMonoE.VAL\",float(i))\n",
    "    time.sleep(1)\n",
    "    invF_array_B[int(i-6),:]=epics.caget(\"100idPyCRL:CRL:1:invF\")\n",
    "    _, invF_array_xs_B[i-6,:], _=fSize_xs(i*1000.0, slit1_H = slitH, slit1_V = slitV, flag_HE = flag_HE, unsort = False)\n",
    "invF_ratio_B = invF_array_B/invF_array_xs_B"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "id": "d30ab7b7-62b4-4713-8203-504c61aa659b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(np.linspace(0,1023,1024), invF_array_B.T)\n",
    "plt.title('IOC focal power')\n",
    "plt.yscale('log')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "id": "a88273f3-32bb-4353-ba88-6ad649953e46",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(np.linspace(0,1023,1024), invF_array_xs_B.T)\n",
    "plt.title('XS focal power')\n",
    "plt.yscale('log')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "id": "00fe85cb-a557-40c5-8713-e7f0c451165c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(np.linspace(0,1023,1024), invF_ratio_B.T)\n",
    "plt.title('Ratio of focal power')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 143,
   "id": "16759d3a-e959-4021-8a61-563f2a492525",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0\n"
     ]
    }
   ],
   "source": [
    "print(np.min(invF_array_B))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a0027a46-9495-4eb4-9049-0f10a77a928a",
   "metadata": {},
   "source": [
    "# fSize/config Comparison\n",
    "Cycles through range of possible focal sizes and seeing if IOC and XS code return same configurations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "id": "32a35428-9230-405f-ad05-b6d600b0a1d5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(0.0001293804917359234, 7)\n",
      "(0.000110149863630257, 16)\n",
      "(0.00011188016318729878, 19)\n",
      "(0.00010687772751052147, 24)\n",
      "(0.00010510903297130104, 28)\n",
      "(0.00010435362811798497, 37)\n",
      "(0.00010119608155625566, 48)\n",
      "(0.00010270963425340375, 53)\n",
      "(0.0001010732591378158, 60)\n",
      "(0.00010433783675563468, 70)\n",
      "(0.00010145984800063355, 78)\n",
      "(0.00010583373179662407, 90)\n",
      "(0.00010014066109554334, 104)\n",
      "(0.00010095800653694845, 116)\n",
      "(0.00010185166736762306, 125)\n",
      "(0.00010066813445428784, 139)\n",
      "(0.00010315795126844761, 153)\n",
      "(0.00010201166434898816, 167)\n",
      "(0.00010021263480771216, 183)\n",
      "(0.00010049263833110728, 200)\n"
     ]
    }
   ],
   "source": [
    "slitH = 0.0005\n",
    "slitV = 0.0003\n",
    "flag_HE = True\n",
    "\n",
    "epics.caput(\"100idPyCRL:testSSH1.VAL\", slitH)\n",
    "epics.caput(\"100idPyCRL:testSSV1.VAL\", slitV)\n",
    "epics.caput(\"100idPyCRL:CRL:thickerr_flag\", flag_HE)\n",
    "\n",
    "energy_list = [i for i in range(6,26)]\n",
    "energies = np.asarray(energy_list)\n",
    "\n",
    "fSize = 1e-4\n",
    "\n",
    "for i in energies:\n",
    "    print(find_config_xs(fSize, i*1000.0, slit1_H = slitH, slit1_V = slitV, flag_HE = flag_HE, unsort = False))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 149,
   "id": "16a0d051-f215-49bb-aa09-87b03395b1ef",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0001293804917359234 7\n",
      "0.000110149863630257 16\n",
      "0.00011188016318729878 19\n",
      "0.00010687772751052147 24\n",
      "0.00010510903297130104 28\n",
      "0.00010435362811798497 37\n",
      "0.00010119608155625566 48\n",
      "0.00010270963425340375 53\n",
      "0.00010107325913781591 60\n",
      "0.00010433783675563468 70\n",
      "0.00010145984800063355 78\n",
      "0.00010583373179662407 90\n",
      "0.00010014066109554334 104\n",
      "0.00010095800653694845 116\n",
      "0.00010185166736762316 125\n",
      "0.00010066813445428784 139\n",
      "0.00010315795126844761 153\n",
      "0.0001020116643489882 167\n",
      "0.00010021263480771216 183\n",
      "0.00010049263833110728 200\n"
     ]
    }
   ],
   "source": [
    "slitH = 0.0005\n",
    "slitV = 0.0003\n",
    "flag_HE = True\n",
    "\n",
    "epics.caput(\"100idPyCRL:testSSH1.VAL\", slitH)\n",
    "epics.caput(\"100idPyCRL:testSSV1.VAL\", slitV)\n",
    "epics.caput(\"100idPyCRL:CRL:thickerr_flag\", flag_HE)\n",
    "\n",
    "energy_list = [i for i in range(6,26)]\n",
    "energies = np.asarray(energy_list)\n",
    "\n",
    "fSize = 1e-4\n",
    "\n",
    "for i in energies:\n",
    "    epics.caput(\"100idPyCRL:testMonoE.VAL\",float(i))\n",
    "    time.sleep(0.5)\n",
    "    epics.caput(\"100idPyCRL:CRL:focalSize.VAL\",float(fSize))\n",
    "    time.sleep(0.5)\n",
    "    fSize_actual = epics.caget(\"100idPyCRL:CRL:fSize_actual\")\n",
    "    configIndex = epics.caget(\"100idPyCRL:CRL:1:lenses\")\n",
    "    print(fSize_actual, configIndex)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "18bbeac5-2e1d-4f8d-b3b7-5839a2359e17",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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