{ "cells": [ { "cell_type": "markdown", "id": "d949986f-5251-40e6-926d-5224fc2ca158", "metadata": {}, "source": [ "# Using STPSF" ] }, { "cell_type": "markdown", "id": "e56fe6ba-26a4-4b81-b8b7-dcdf55fffba8", "metadata": {}, "source": [ "STPSF provides\n", "five classes corresponding to the JWST instruments and two for the Roman instruments, with consistent interfaces. It also provides a variety of\n", "supporting tools for measuring PSF properties and manipulating telescope state models.\n", "See [this page](api_reference.html) for the detailed API; for now let's dive into some example code.\n", "\n", "We begin by showing basic usage and describing the output data products, then discuss various ways to configure and customize PSF calculations. [Additional code examples](more_examples.html) are available elsewhere in this documentation.\n" ] }, { "cell_type": "markdown", "id": "7c0ff938-5d2b-4f34-8fb0-a9f8c02c5ede", "metadata": {}, "source": [ "## Basic Usage and Examples" ] }, { "cell_type": "markdown", "id": "cd775ea4-f09e-4f31-b7dd-d30cf2994946", "metadata": {}, "source": [ "Simple PSFs are easily obtained.\n", "\n", "Instantiate a model of `NIRCam`, set attributes to configure a particular observing mode, then call `calc_psf`:" ] }, { "cell_type": "code", "execution_count": 1, "id": "ff890ed8-25fa-4df9-bee7-7bfaf9adad0f", "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib, matplotlib.pyplot as plt\n", "import stpsf" ] }, { "cell_type": "code", "execution_count": 2, "id": "f71779a7-b8be-4e73-a967-227db136f322", "metadata": {}, "outputs": [], "source": [ "nrc = stpsf.NIRCam()\n", "nrc.filter = 'F200W'\n", "psf = nrc.calc_psf(oversample=4) # returns an astropy.io.fits.HDUlist containing PSF and header" ] }, { "cell_type": "code", "execution_count": 3, "id": "d5d028c3-96f5-4a9e-acd6-5980be43714c", "metadata": {}, "outputs": [ { "data": { "image/png": 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PPBFf/epXce211zq3mTRpEjZs2BDJXAGAp59+uu17ANh0002x8cYbOwujPfPMM23bESocfeKJJ7DPPvu0fTdu3DhsueWWbWRkt912K7r+iofHQIEnHP0c//znP9HS0pLz+V//+lcAgWais/jkk08i/5eVlWGXXXYB4HZf9wQOOuggPPPMM5EUyfr6elx//fUYP348dthhh5Ieb968eVi+fDmuv/76TrVz2mmnYdCgQbjkkksABKGN7373u3jggQdwzTXX5GyfTqdxxRVX4P333wcQeCbszP+aa65xVuvsbXjssccwa9Ys7Lfffrj11ltjvXdf/vKXUVFRgd/85jdtn2UyGSxYsACbbrppm+4CAL72ta/h3nvvxXvvvdf22aJFi/Cf//wHRxxxRKTdcePGYcKECVi0aBGee+65SDtA4OW455578Prrr/twiodHAfAajn6OSy+9FEuWLMFXv/rVNhLw/PPP4/e//z1GjhzprOXQUZx44olYvXo1Pv/5z2OzzTbDu+++i2uuuQaTJk3KSVXsKZx77rn44x//iAMPPBCnn346Ro4ciZtvvhlvv/02/vd//zdvKKoYTJs2DdOmTcOjjz7aqXY22mgjHH/88fjNb36Df//739h+++1xxRVX4M0338Tpp5+Ou+++G4cccghGjBiBZcuW4a677sJrr73WJsQ95JBDcMstt2DYsGHYYYcdsHjxYvzjH/9oS5suJY477ri2azp+/PhOtfXuu+/isMMOQyKRwNe//nXcddddke932WWXtud5s802w5lnnonLL78cLS0t2GOPPXDPPffgn//8J2699dZIOOjHP/4x7rrrLuy///4444wzUFdXh8svvxw777xzpHIose+++7al/6qHAwgIB8une8Lh4dE+POHo5/jxj3+M2267DY8++ihuvfVWbNiwAZtssglmzZqFCy64oGhxpOJb3/oWrr/+evzmN7/BmjVrMHbsWBx55JGYN29eyQ15sRgzZgyefPJJ/OhHP8I111yDxsZG7LLLLvjLX/6Cgw8+uEuOOW/ePOy///6dbmfOnDlYsGABLr30UixcuBCDBg3C3/72NyxcuBA333wzfvrTn2LDhg0YN24cPv/5z0eylK6++mokk0nceuutaGxsxD777IN//OMfmDlzZqf7ZVFXV4eamhoMHz680229/fbbbaLW2bNn53w/d+7cNsIBAJdccglGjBiB3/72t1i4cCG22WYb/OEPf8A3v/nNyH6bb745Hn30UcyZMwfnnnsuKisrcfDBB+OKK65wZq+QcGy66aY5YTclIJ5weHi0j0Smu5RfHh4e/RpjxozBMcccg8svv7ynu+Lh4dEL4QmHh4dHp/Gvf/0LU6dOxVtvvRWpAurh4eFBeMLh4eHh4eHh0eXoHQF2Dw8PDw8Pj34NTzg8PDw8PDw6gWuvvRbjx49HdXU1pkyZgmeeeSZ223/961/42te+hvHjxyORSOCqq67qvo72MDzh8PDw8PDwKBJ33HEH5syZg7lz5+L555/HrrvuipkzZ+Ljjz92br9hwwZstdVWuOSSSzB27Nhu7m3PotdqONLpdNty1YMGDcpZb8PDw8PDo3cjk8lgw4YNAIBRo0Z1SZq8HqNU6IjNmTJlCvbYYw/8+te/BhDYrs033xynnXYazj333Lz7jh8/HmeeeWZJ6iH1BfTaOhyrVq3CmDFjerobHh4eHh4lwIoVKzB69OiSt7thw4a2NW5KhQ8//BCDBw9u+7+qqspZp6W5uRlLlizBeeed1/ZZWVkZZsyYEalq7BHAh1Q8PDw8PDwE48aNw7Bhw9pe8+fPd263atUqpFKpnMnxmDFjsHz58u7oap9Cr/Vw+IWQPAYCWHS7969s4uHROXTHmL5ixYqIZ6IjqK+vbyMOLg+HR+fRawmH12x4DAT4p9xjoKA7xvTBNVUYXFMkOUi3tr0dOnRoQcRl1KhRSCaTWLFiReTzFStWDDhBaCHwIRUPjx5EGfyP0MOjZEi3du6VxeTJk7HDDjvg2muvzXu4yspKTJ48GYsWLQq7kE5j0aJFmDp1apedZl9Fr/VweHh4eHh4dAiGOHR43yyWLFlScGhmzpw5OPbYY7H77rtjzz33xFVXXYX6+vq21YePOeYYbLrppm06kObmZrz66qtt7z/44AMsXboUtbW12HrrrYvrex+BJxweHh4eHh5F4sgjj8TKlStx4YUXYvny5Zg0aRLuv//+Nj3IsmXLIunAH374IXbbbbe2/3/xi1/gF7/4BaZNm4ZHHnmku7vfrei1dTjq6+tLnurk4dGbkABQmX3f1JMd8fDoBtTV1RUt6MwHtRV1q97vlGi0dtRmAICJEyeirKwMs2fPxuzZs0vW14EO7+Hw8PDw8Ogf6IGQikfh8Ho1Dw8PDw8Pjy6H93B4ePQgygCkEYRXemVs08OjLyGd6oSHw1fD6Wp4D4eHRw/D/wg9PEqEbk6L9egYvIfDw8PDw8ND4DUcXQNPODw8ehDp7F8fTvHwKAFKJBr16Bp4wuHh0UPIwBMND4+SwhOOXg0fPvbw6EGkEXo5PDw8ege8hqNr4D0cHh49CO/h8PAoIXwdjl4NTzg8PPogfBqth4cDPqTSq+EJh4eHh4dH/0CmE3U4Mr4OR1fDazg8PHoQiW7ax8PDw6On4QmHh0eJUAwRKAOQLHVHPDwGKnzhr14NH1Lx8OghJFA8SfGZLR4eDnjRaK+G93B4eJQQHSEQZSj+B+h/uB4eHn0N3sPh4eHh4dE/4LNUejU84fDwKCHKABSqdU91YFuFT4n18IiBJxy9Gp5weHiUCMWEOXwinoeHx0CBDwV7eJQQHRWBFuPl8D9aD48Y+CyVXg3v4fDw6EPwNTg8PPIg3YnCX+mQ+vssla6Bnyx5ePQh+B+sh4dHX4X3cHh4lAhpdLyIVzECUO/l8PCIgReN9mp4wuHh0cPoCOnwZMPDIw884ejV8ITDw6PE6Kq0VU82PDzagSccvRo+JOzhUSIUQzKSKDwM05nKpB4eHh49DT9+eXj0EMoBVGRffgE3D48SwKfF9mp0aUhl/vz5uPvuu/Haa6+hpqYGe++9Ny699FJMnDixKw/r4dEnoN6NjoZL/OJtHh4O+MXbejW61MPx6KOPYvbs2Xjqqafw4IMPoqWlBV/60pdQX1/flYf18OgxZFBYaCWBkHAUGlZJZ1+pAo/h4eHh0ZvQpR6O+++/P/L/woULMXr0aCxZsgT77bdfVx7aw6NHUKjngXqMhPzfHgolMx4eAxaZThT+yviFBroa3ZqlsnbtWgDAyJEjnd83NTWhqakJALwXxKPfI4GQaPgMFA+PEiDdCqSLVET5LJUuR7eJRtPpNM4880zss88+2GmnnZzbzJ8/H8OGDcOwYcMwbty47uqah0ePoSNEw5MSDw+PvoxuIxyzZ8/GK6+8gttvvz12m/POOw9r167F2rVr8eGHH3ZX1zw8uh3Wu9GRH6IXjHp4xKBEWSoeXYNuCamceuqpuPfee/HYY49hs802i92uqqoKVVVVAIBk0icKevQ9FKqxoH7Dh1Q8PEoIH1Lp1ehSwpHJZHDaaafhT3/6Ex555BFMmDChKw/n4dGnYEWj7VUo9UVzPDw8+jK6lHDMnj0bt912G/785z9jyJAhWL58OQBg2LBhqKmp6cpDe3j0aijRiAuRcBtLQnymiodHDLyHo1ejSwnHddddBwCYPn165PObbroJxx13XFce2sOj18N6Nyzo0WCyntdueHi0g3Qn0mLTPi22q9HlIRUPD4945AujWBLif00eHu0g3Qqkiww+mtLmZWVlmD17NmbPnl2iznn41WI9PHohKCj1Xg0Pj+6HL23eNfCEw8OjB6Arvybkf+vU9UJRD48OoEQeDo+ugSccHh49iDgvhg+feHgUAU84ejX8BMrDo4fhf4QeHh4DAd7D4eHRA0gjKgqNK/zlNRweHh2A93D0anjC4eHRg2iv2JeHh0cH4AlHr4b35np49AD0h5evrLn/gXp4ePQXeA+Hh0cvQFzxLw8Pjw4g04nCXxlf+Kur4QmHh0cnEVeCvKuP6UMxHh4G6VYgXSR19yGVLocnHB4enUACAFduyCC3jkYhyKDj4tBkJ47n4eHh0RPwhMPDoxPQAl4dIQ1pRAmDJQ8J2c5Cq5B6T4eHh8B7OHo1POHw8CgROirwJJmgh8NFHFxter2Hh0cMPOHo1fCEw8OjE0gg6nFIorAwRwoBwSDZ6EhoJJk9Hvf3YRUPjyw84ejV8Fl3Hh6dQFJeFeh6Bp/IHoOvZP7NPTw8ugHXXnstxo8fj+rqakyZMgXPPPNM3u3vuusubLfddqiursbOO++Mv/71r5Hv7777bnzpS1/CRhtthEQigaVLl3Zh77sPnnB4eBQJejZINCqz7wtBoboLq+GoMC/vovTwEKRbO/cqAnfccQfmzJmDuXPn4vnnn8euu+6KmTNn4uOPP3Zu/+STT+Koo47CCSecgBdeeAGHH344Dj/8cLzyyitt29TX12PffffFpZdeWlSfeisSmUymV2rO6uvrUVtb29Pd8PCIRQJADQKiQU9DK4B1aJ9QlAMYmt03DaABwHrTdkX2u1b5rDJ7TIZuUgDqCjieh0dPo66urkuWfFdbUXfrkRhcXRwNr29sRe3RdwTtdKCvU6ZMwR577IFf//rXAIB0Oo3NN98cp512Gs4999yc7Y888kjU19fj3nvvbftsr732wqRJk7BgwYLItu+88w4mTJiAF154AZMmTSrqvHoTvIfDw6NIZBD8gJLyly+LJNxCz45ktthj6HE9PDy6H83NzViyZAlmzJjR9llZWRlmzJiBxYsXO/dZvHhxZHsAmDlzZuz2/QneI+vh0QmQMDC8QiKgzlnVWjQ59nXBNRMgweArA58W6+ERQbq1+BUPJaSybt06pFKhHLuqqgpVVVU5u6xatQqpVApjxoyJfD5mzBi89tprzsMsX77cuf3y5cuL7HjfgfdweHiUCMxYsd4MCkrV+6E/PGabuNqya67oy8PDw6BEGo5x48Zh2LBhba/58+f34En1H3gPh4dHiVCGQFNRJu/5uRKRBKI1OIDcSRnbSDs+87MED4+uxYcffhjRcLi8GwAwatQoJJNJrFixIvL5ihUrMHbsWOc+Y8eO7dD2/Ql+7PLw6CRIAkgqkogy+YRsw7BICkAzgJbsX6uPd3kx2Lb1fHh4eGRRIg/H0KFDI684wlFZWYnJkydj0aJFYRfSaSxatAhTp0517jN16tTI9gDw4IMPxm7fn+A9HB4eJQBJQAYhqYjbBtntmhAWAGt2bK9hFisW1fZ8eMXDI4sSaTgmT56MsrIyzJ49G7Nnz86725w5c3Dsscdi9913x5577omrrroK9fX1OP744wEAxxxzDDbddNO2sMwZZ5yBadOm4YorrsDBBx+M22+/Hc899xyuv/76tjZXr16NZcuW4cMPPwQAvP766wAC70hf9oR4wuHh0QkoKVB9RVzmiHoumNYa165WIFXvCUmL93J4eHQNlixZUnBa7JFHHomVK1fiwgsvxPLlyzFp0iTcf//9bcLQZcuWoaws/LXuvffeuO2223D++efjxz/+MbbZZhvcc8892Gmnndq2+b//+782wgIAs2bNAgDMnTsX8+bNK8EZ9gx8HQ4Pj06gBkAtgvoY5QiIQj0C70VddptBCESjCQSeDFcIxaIcYegllf1/WLYdOnebsm2tK6A9D4+eRrfU4bjhC52rw/HdINTRVX0d6PCTJA+PToAeCJseq2GOMkTDKYX86LhGCttVDYgNofTKGYOHR08gkypev5EJ/Y2TJ0/GDjvsgGuvvbYHT6b/wYdUPDw6ASUFrIlhSUcxGos0osREM1w0e6WjC795ePRrpFuBdJEUPB3+kjoSUvEoHN7D4eHRCbj0aUo2rFfD/uDykRH7nf+xenh49GX4MczDoxPIIFq4S70QLnKholEVglooQdEaHtpuGj6c4uERQYnSYn1IpWvgQyoeHp2EFvFSMmHLjpMsVCAsEMZt8oVFVAOiXg9msnh4eGThQyq9Gp5weHh0EnGGn1oLEgV6KtIIl7FX3UfcMGkLfdGz4fUbHh4efQmecHh4dBIkAIXOq0ge2hOVKmGx8KEUDw8HSuTh8OgaeA2Hh0cnwUwVJR7q9VDthdVxxIlJqdmgvoPtp8x7X3/Dw0PgNRy9Gt7D4eHRSbA4l86rVNCpglItfw5ESYhCwyicd2l7JBt+TubhUXp4DUfXoE8QDrtqpodHb4IlG0A0k0T/ahaL/k3CvYCbFaISJB2ecHh4CNKpToRUvJXpavQJwuFS/Ht49BZY0agNm9il6LlNvnVRysx713Z+ePTozSCh7lZSnG4F0kUqBTzh6HL0GQ2HLs3t4dGboFkjhJIE1XRkzPft1eJQLYe25zNUPHor+LxWIH4RQ4+BiT5BOOiy5oNcnn15AuLRG6DhDevpsKEVbq/fu55hu/KsektINjzh8Ogt0LG5AqHrvNufUS8a7dXoEyEVIHhwtdoiB2Afy/boDXCFTSybd9XriCMbrkql2k5H0nA9PLoK+Tx0PeKFK1FIxYtGuwZ9hnAA4cNLFq0zyBYEA3BzD/TLw8NFAFzZJ1pbQ8MkOmDrQm26n8JHmz16EpWIhrn57KcQjsU9Mgn0Go5ejT5FOIhWhAM2EDzwlQjDLj5d0KMzcKWktgdXOMXVLhA+uxUI02RTAKoQPtt8uYbAzswc1TPo4dFRlCMYa3XCpyG+FvjaMB7x6JOEAwg8GRoz5EDKWSMNgH/4PToCklcgOmvT713GmnUxdHZntRqQvxy4Weo8BaAaQAOimg0O6NyGhLqY55q/lTSC348nHR6FgL8JEmUNofC5bEYvKUSXSRXvqcj4X0RXo88SDiAcgLWmARAV2wEd+xH49NuBDQ1zpBGtgcHnzFV3AwjIBp85zvhcoRB6L9Ql7QqjuOpuaNsW+bwX1lB0e7qiR59EAmG2iWZNqWapVxWhS7cC6SJTCYqt3+FRMPpElko+tAJoRMCwddbGwbUCgauaWS2FwGe/DFzYWZz+T69EZcy+DdlXffalhBiIZrJoqqumEKonRPtBr0Rj9hgurVK+HzO9G3ECP4++B1vvpZQoB1CTfVUheObLEU7IWhE8gw0ANqCXkI0SwmepdA36tIeD4A8ACA2DrXGQRLR+QdwsVeskANHaCR4DA1ZrAYQklEbb5T7OICAEGkpR8tqK4HlKIhjIEwieVRIQu7osCQh1HnRb5xNGx3ku2G9bjMyjbyFu5eBStU3yq2MowfGTocO4MbRHUSIPh89S6Rr0C8Kh4AySug6uW1Fm/qcrkDF324ZN9+ox1bVHt4KG2HoLLHnlYGufCZsWq14LCuoqHdvZUucusmP7WCg4O9Vz6nWGwiMvbPE3TpxKcR+p0eCYqcfRY5Fk9+pMQB9S6RReeumlgrfdZZddOtx+vyMcQGgIbPyd70k4CBfpYJqjttERfYfPBuibUO+EQkkBkDv7c8ESA84Q7boqfM60TT2Okpp8M9q459MSbu/d6Fuw9YdINEpNNqxXQz3C9M61lOCYHr0XkyZNQiKRQCZGQMvvEokEUqmOT8H7JeEAogI7dSfb2gdpBBfBJXxS9za3tyWq88FWmewK8uFFrl0D+4zY76jnyCdIVtKqpKLMvId8pmEUV4G7uOPlIz9aldd76foOGMJzpZ+295tvb1xIItBm8Fm2Xg31/lIf1yfgPRydwttvv92l7fdbwkHwB2NdylbjoRVL+UPjbNSVBdNeiMVVcbIriId6YfzPpfNQ7wP/5ntuCoXOUK1gVAuBaW0ZFQSmEdWHWJCg2GeSs1cNDaq3w6P3QZ8vG0LJR3D1WY3zYiURCp/jdBoM/fFvnyKpnnB0CltuuWWXtt/ns1QKBbUdnB1orN5mBNC9aFk/ZB9Nu42Da0nyQlzxxcJn1pQWcfdLPRDFtgvkPhcuYkMU4kJ3GRlNt40jUR69C5pNxBTU9iY49p66npVKRMmGJTU66dLaGh4DF7fccgv22WcfjBs3Du+++y4A4KqrrsKf//znotobMOMOM1koeuJ7/UHRTV6FoAgTf5jWOwKEJEV/vK5jps32th5CKUBj1JVkpr/Cdb3sMvKuWSMJZ3suwjjjrgTDikXLzDaFPCuuFWuB+Gezq9IpPYoHs5folQJyC8pZWG+brULLTKhB8mKaq92nEWHadUPM8Xo90mkgnSry5dVNiuuuuw5z5szBQQcdhDVr1rRpNoYPH46rrrqqqDYHDOEgGDJpzv7ly7UibTWixMPOFvmiR4SzB5tVYA2B1nUoJfHgQOONSceg90DvlSUbLgJZgfxQwZ8LiTzvtdBSe/fTZRxIlOMIT580KP0QJBo1CAmshlCsZkPHKM3GU20ZxaCD5cWxTMkMPRkN8urxaqGdQbqTryx8HQ7gmmuuwQ033ICf/OQnSCbDUXL33XfHyy+/XFSb/V7D4QJdh6yJoMWV7KJwHOhTZj/+wFVcCHmv2wG5g7uGZFwDRrFQcSL77ZEfvBe8/nZwB8LB2XqpKpF//QiShgxCcTIQjm96LFsKXZ+P9mCJq816YfuFuOc9ug9ViC7N4NKSERpmoYjUasVsLQ0tSU5o+yQc/abUvSEOHd43C1+HIxCQ7rbbbjmfV1VVob6+vqg2B5yHQ2FjlqoAz6fxsD96tkWoKDCufoLOPG3aWynAY/mqqfmhoSjrzVACoM8K5PP2qo8ipn19FlyhEHvP8rnT1fvmOrYL3nncsyBZtRVm4zJRXEJSOL6vQEg2XJVldV0eDTH3C7LhUVJMmDABS5cuzfn8/vvvx/bbb19UmwPSw6GgtoOzV85ElWS4vBGaEWCLRSVkP/WKcNsy+avx+o6kvbV3TioQ1Cwcj1zoPVFvk6aoAuHgzBg4ELip+SzQJa3Qeho8Vga5hAbmuO2FUWqR+4xZkZ9tp1TPl0fnQIJqPZEsX6/eMoZslVBabyjHKvVoaAaKVgjlMfqVV0NRIg+HBzBnzhzMnj0bjY2NyGQyeOaZZ/DHP/4R8+fPx+9+97ui2hzwhINQ4sEfOC+OEg5X2qIlFUooFDYUY+t8WLV4Z89HoX31iMJeE71PqubXCqNA9Flgobk0gKY8beu9VUKh9z7fPUogIBs1cnwlG3zZ2a2SHF+8qefAEIp6HTT91BJGeioIWzguLrPOhoJJMPp99oknHCXDiSeeiJqaGpx//vnYsGEDvvnNb2LcuHG4+uqrMWvWrKLa9ITDgAOyajCS8pc/ZGuAXCm3hJ2tcjutwaApknbmWizotfHID1d5cr12dH+7MgDUQ5VB4PFQwtEe4kigEg96rGrkL2eyhPXE2XLm6krvt8amF4Nick11BUICYDVADNdZfQcQEhAlGNo2t1VywQUu/YTDoyM4+uijcfTRR2PDhg2oq6vD6NGjO9XegNZwxEEJhL6sG1NdmRo7dcVZbY68SzRIqJ6js/oL9tuT9/ywYS9XCXLe17gCbjZV1t47Ww/D1UYc+DxUIEpK+Z1u44r1k8CUQpjs0TGol0wJgUsXBMRrwPT5ov5DxxzbLjPwSGgGxH0vUZaKBzBv3jyks6nCgwYNaiMba9euxVFHHVVUm55w5IHrh6vkgwaAtTtq5KXpsWXIJREahnHVdyhlzQ6rGfBww2aMaH0T3me9dzTgSkjo3rb3W++lhk8s4gimxvJteraC3hjWj7GC1854N6zR9GgfrOljSYFmidhMFLu2iT5XNQhSXAchWrODXhOOU6ynsSH7d8B4tXQ219GXHyAjuPHGG7HvvvvirbfeavvskUcewc4774w333yzqDYHFOHo6ECpXo72ioZxQLDV/HQGospxGiRLBFxkQ0WopTxHewyPkGDw3pNQ6L1TshGXxaT3mCSjArnxe9fxATeZsN4LG4rjX/W48Vw6M6aWIxTK6nXo6ygVoXehEtGJh5JMnWTwfnHSwuusIRiOLSQvei9UdNqKIJxHorEBA4hoeJQcL730EjbbbDNMmjQJN9xwA8455xx86Utfwre//W08+eSTRbU5oDQcHRlsua0KPCGf6f/q/tSsECAUE9JA0IDpzMa6xlUzwv1Sjv3iwAG0PQOjmRg0pH6AimZ12EwAfRb0M/6vtTqoveA2zICKuyd8rtQAqgvehvC0j1aAakmkuto7As64+XzH6ZT6EjTs2RXPPAmBhkTsPbckR8Nh1iOq4TT1lGhhsGYEZKNFPh+Q8KLRkmHEiBG488478eMf/xjf+973UF5ejr/97W/4whe+UHSbA8rDUSzU8Ghao0vfYUmEDhg6W4lLfbS1OexsudAbpsctFAPBy1GoLqYQzYMV+VojQbg8ERb2+bH3WkMohbbH83B9XihcoaC+DDXqQOlD9+39TvV7qwOz19pFOtQrquOPZrkM6MiA13CUFNdccw2uvvpqHHXUUdhqq61w+umn48UXXyy6vf4whnQp1PBouqSWSOfsgu813KJkQ4tE1SAsNaweCes5KZf98hV4InTW3Z4WRGPJHXW3d6U7uiuhA3wclFwyjOYqga/Gi14HmzFgQx10g7Nd+wJyCQuhIkG7+JZu7zJCmkVVKBhKsqSmL4e7XTUtSnUuNvSp91G9mLxvOh5UInf9Jtdvl+uq6LjTgECzEbfeikfH4UubAwcccAAuuugi3Hzzzbj11lvxwgsvYL/99sNee+2Fyy67rKg2B1RIpTNQd7TW0LC1D+ysU2Pt1sVKQ9Aq7/kdzP7WfZ+G20VOl7wN0wChAWHqrw62HXXBajim0FBPb4EV71nw3Fi/QAu8tSC4z9YbwfZICqzGR71VdIFrjJ1GQ1Nb7T1WQ1QOd+aBza7hs1pMGIQEStsuhfi0p8Brp+HOzp6HJRUu74Qe0+4Xp6NS0qt/ddywxbt0bEig7/weS4oShVR8aXMglUrhpZdewrhx4wAANTU1uO6663DIIYfgxBNPxA9/+MMOt9mlHo7HHnsMhx56KMaNG4dEIoF77rmnKw/X5VBvBxCd6amL04ZgCB1kaDw0Lms9HRnHvglEPR3W2+Ea2FyZL+0tOtYR6MDZlxDnKdJrqFlKauDViFsDrwbEhkqAkARwtsoXv9N+qFFU4qnQ50Xd7XHPaqHQ56tUmS49Bft8kjx1Bi7S4JpccNu436L1aMSF5vQexC3qBnTxoN7b4UMqJcODDz7YRjYUBx98cO9cvK2+vh677rorvvOd7+CrX/1qVx6q28BBiqJOl6iU3+kMUwcju8IjZ6s2VY7HUs+GehM0x17RgtzBzw64FKGy3HE+nYLrOzVq2nZv93bwPum1cHl3eF95PhpK0ZBaCtFVWenl4Pdsy0Vu9B7blFwSHBITDcnw3vJ7zajR46nB0v60Bz6jKk5kP3pCjGg9NR1FFcJ7WShxas9DoL9j+1tTYad6HVSflUT0Outkg88aCa6GcdUbqv3XbKQBnQLvRaPdglGjRhW1X5cSjgMPPBAHHnhgVx6ix8AfvWYj2GwB/UyJB+AOr7QiJB9a7dS6Z21c2Bp4DlaqVbDxZQ5yDK24VjzVbV2DvXX30+hWIOoC7k2xZet+puG20OvH0JlCSYglkjQUjYimz0L+j+ubNYZ8z3oLury4Zry4wnDa10ILPyUQTckEogSru2C1C0qQOwKWEgdCWxT3POr95vaurBzV7FjiwXasl6FcvkuafexEIGP+ul7an7TZ1sOjWIwcORL/+c9/MGrUKIwYMQKJRLxicPXq1R1uv1dpOJqamtDUFBSGLnb52+4EDTsQnbVwgGK8Xmf/kO0seeDy5fRQcFapxlsHJx2UW5G7cJhNyQWiAyH7wL7SY+IKy5BYuYgHj5OBu9JqJULhZXuzxu4iJnpOJHkWcYO3zUaiAWGhLZJF9XLZZ4CkUklji2ynBEWPweMAoQGNc6HTCHVk7QwKGK3R7U6vlS5uxt8Q+1IokggFmECU1Lueb5I5JeXcXr0JSja0j1a3ZSceGg5Toa96XpQ40Jukni57H5QQeaKRhfdwdApXXnklhgwZAgC46qqrSt5+ryIc8+fPx0UXXdTT3WhDRwwgf/A66KSQm8YG8zkNho3V6kuhXhIgnL2RONh1PFRnYGP/1lOiHhsdwDQrwzXbh3ymhljTN/lbbkY8OuM27wjUy5HPYAPxA7kaFBtv1/9tOIvGhkaFn5Ok2JTptGmPbWUQfW5sFokazXzXXGF1CIpS3BP16MUdX2f9POeOHluJABEnslYdhZ002L6qJ0t1VK5rZkXj9txcmT/2ZT0a1tvS3USwT8ATjk7h2GOPdb4vFXoV4TjvvPMwZ84cAIGHwyVY6U5YQ9SeMVRCoRkJOojQWHBmHWeQVB+iAjH2wYZZ2HYFoqWMVQfiEqSpYeLgyNm2khUlD/TEuMI4eg5WIMfrYj0xhJKirhxI9ZowhFCoUSaUtFgjySwVnQlr+WkAqANQL31pRKgH4X563W3arQ3fWWOk+o9CkERYyVKfCdUNdAYaniGURKnhVg0E9ynEFvAc1MPGa2CJF+87vTl6/4DwWrJfSki07LgKawn1XLDtMvOeUG8Gw3B2VVf727e/7ULQnd5Dj/6DVCqFP/3pT/j3v/8NANhhhx3w5S9/GeXlxVGHXkU4qqqqUFVVBQBIJu18vPthwyF8HxdagHzPAUQHMBuT5UyMK5Hq4KsxXxIAjT+rd4R9q0Zo4FoQGHY72FZKuy5NhxIDzrpJmuzM3TVrZH0JGl62TW2HHoMaB71uGjbqKoEiz0kNeEdJh8sQq4HRBbaUcPAcKxHcH5KvFuQaPp1RV0i71lOg/Ug6PmsPDD1wzQ+27VoyvaPQ3429VnpOlnTz3PQZzOcZsWRDRZY2pMTtqhG91kBUeMu2gdy1TZQ02PeWaNvQqY4fDJmQcGqqa0q262j4xE4o2huz+g28h6Nk+Ne//oXDDjsMy5cvx8SJEwEAl156KTbeeGP85S9/wU477dThNnsV4eiNsLNhVZrrYOD6IWuYQemTkg/VEbBNGqcEooMx3eitiA5IrkGOYjkOZJphoGtskBQkzHGUGFB/YYVzaiBUn0HDnUIwqNtt2W45woJp9pp1NZoQFe6R/LW3tDyvtRo09Sxo6EmLOmkoReP/KsR0GSe9bjqT5jFVk2AXlysEXCdF+6Qu/PauRz6QVKixJLg2iBVgAtFn287wXf0nceBgxu1tnQr14uhvBYhmd/A9+6YZQkAuOeFn+huyGSyQfThxSCNcaK1JzlU1K9qfQu6rPif8jWtb/R6ecJQMJ554InbccUc899xzGDFiBADg008/xXHHHYeTTjqpqPVUupRw1NXV4b///W/b/2+//TaWLl2KkSNHYosttujKQ5ccJAca87ezlrjBgK7ZhGyvoNFRN716VlTgqIp7/tU+cVv1nLhcsvZ81NNBAsR+a0wZiJIw6x6229Bw6EBIwsO+WDFpd5AOvQZA9Lq1J2wtBFbDwuNYd7ud9UO2S5u/hKt/6h1z6Q/ioN4Te26lCKOo4JmwWga7GJzu49Ixafs2rZT7Wa8ISaUuemZ9qNZWKSnR7BUXLNmwExS2b8NUJEXqSST4fGhoM9/xrZaovQmRh0c+LF26NEI2gGB9lZ/97GfYY489imqzSwnHc889h/3337/tf+ozjj32WCxcuLArD90lSCEc0K2GAggHWJe+ISX7sS0rDONMqhXhbFPd/kA4QHN2aythqvqdAyA9GfR22IGLg6OeC9/TKJdl96eXhAOmLbXdIt+RaKhx0Xi9kjCeS3eiHuHqm+wfZ8Zxxla9P3Z2bEEPlcb7ef905VlC3fVKSCxJ1OeJzxTPASj8OtqS+a5QRLHgObsyk9SrYY25Gkm+1GsEuMMxQBii4P2jKJfnqJoNG2pQgpIw+1iBJ/fh4Km6G33GNYTG9tk/ejRc2VuuMcL1jLlIBuEahwYEvIejZNh2222xYsUK7LjjjpHPP/74Y2y99dZFtdmlhGP69OnIZPrXI6+eDHWZ2pCBjcHyfyUsOvtKSXtMh+PnWheBngc9VpM5npIHJRwMYXDwa5Z2gOjDoMSAUEEirwXbsKp9btNiPte/FdIOvTzdSToyCDQUNDCqnWF/rI6EgzgHeDsD1+sOREMtev/UMLEdJWY01lxynM+Ua0ykUWU77Gc+qNvfJWJsL5WW5+fahsY3Lg2amhat3cK2rPG33kQe20WSdC0j9kMJpfWkqFchJfuoN4QG3XoKlHTarBVCiQavJ9c8aTbH5TFIMpX46e/dEi89Fs9J/w44eMJRMsyfPx+nn3465s2bh7322gsA8NRTT+F//ud/cOmll2LdunVt2w4dOrSgNr2GoxPQmSYQJR38LGG2cREPyLZWEEpUynudDaoRc7lPOaDTa6IDkg2BaIjFHkMHV2uEKRLl8VSzogMnj1Nmtlfj1RNFwqz3SUNY1gsBRGfeLqiXyUJn6/xrxzkbPlGvVFybarQLgfad91xn4fmKfCmRtbDLp+fbX58DDdu5Mln0/G2tFw1TtMp+KtjlMZU88GVDmfRAWc+GQj2I9lyA6CTDel3yLZao14DXTwmGq082XOrhUQoccsghAIBvfOMbbQXA6EA49NBD2/5PJBJIpQp78jzh6CSsu1sHNlaCTMo2lngAISmxAwrDGJyllctfNTJacVJd7arP0IW4eCwVgyZkOzuTZhhA991grkNT9nOmVaqAjzM7GnFek4Rsy32BwOvQnaSDHgSd/eq1TSEqnqRHSQkcEJ4L3e1KOhLyPwkNS6DHGQr1ntiy5uo5IVT7kE9vwPNT1z1fXH3UBQ0xpOEWlLJ/LuLI/WuQu0pyq+xjw0yQvvK6EfQeaHYUSUYVooJdl6dC+21X41XS7fJU8TelmUPcntk1FIXyd2aXElAPTUb209+vejbUM+rSTA14xLkBC923SFx77bW4/PLLsXz5cuy666645pprsOeee8Zuf9ddd+GCCy7AO++8g2222QaXXnopDjrooLArmQzmzp2LG264AWvWrME+++yD6667Dttss03bNj/72c9w3333YenSpaisrMSaNWuKPwEHHn744ZK2B3jCUVJwANAYMxDVVNhQC5BLPtRY0E3MlMUWhC5idb8zbML3KipVI0cj6XLBUtFvRY5AdHbIc6lD9DfKEIWthaAGjedq4+/8Wy37dCZDoqOg50X1AOwXDRiJk+o8auGekScRXAd+ZlGGaFZJI6JGRcN1Wnkzjkioh0tDRK5rWIkwQwQINTdav8Vub7UWKce2JM6ulNxyAEMRkg69ziQLuoCd1VhAvtPz1UwUVwhFr1mcB1BJBPe15MTqj5SgKsGnR0M1GnY1aIV6law3y+U90W16Yl2bXo8eCKnccccdmDNnDhYsWIApU6bgqquuwsyZM/H6669j9OjROds/+eSTOOqoozB//nwccsghuO2223D44Yfj+eefb0s1veyyy/CrX/0KN998MyZMmIALLrgAM2fOxKuvvorq6mCUbG5uxhFHHIGpU6fixhtvLPKk4zFt2rSSt5nI9FKRRX19PWpra3u6G52CGp+k+c7GquP21fc0JCQf6i7O52bVNvkdB0Ut8KVufvvXFftmkSLr7QBy1+NQN7Gei9aooFufs7x8s+1SYwhCF7z2186MGxA9340AjEUwa69FVNDLvtcgnAlTMLg++z3vEY19LcJ6Kpwpt2Q/H4roei312fbqEV0oTjUDrMVC1GRfukZMA6KCYEIFl3wG0nC3mw+VCK4vrwPDbupVoXbH6ob0N0Iin5D9laSQSOnzlO83YL2EWjae22iIUT2L6mnQsCF/F7Ykum5rSYOdgMSJQXX7voi6urouWfJdbUXd14DBRU6j61uB2v8N3nekr1OmTMEee+yBX//61wCAdDqNzTffHKeddhrOPffcnO2PPPJI1NfX49577237bK+99sKkSZOwYMECZDIZjBs3Dj/4wQ9w9tlnAwDWrl2LMWPGYOHChZg1a1akvYULF+LMM88suYejK9Ce59WjE9BB1bre44iIhXoKdDbIQVoLIwFRb4qLiPD4dP/rLIrQQZGDoZ3Fcwaps1UF+6Xbs28cnDn7s+5qurZJSLoaWhHUvthv1bAo9DpZwxanAbDkkS+9Z2Vm+3ywhLXMvNgfGmRND7UeHYWGcdRQd0QrYEMoViSqBNP2ncdTg2wNNhB6J5TkWq+Gnby6CLVrUsBtXKXP1aPB0AlJuJ4Tj6ftun5b6j1JOLbty2Sjr2HdunWRF9f4smhubsaSJUswY8aMts/KysowY8YMLF682LnP4sWLI9sDwMyZM9u2f/vtt7F8+fLINsOGDcOUKVNi2+wr8CGVboBqPHSWxoExbgBPIJc0cAalhpsDrTUimtmQks+AMPzCWaCdkWl/aGSsy5/HTSGYscPs02y247acfVMLYftETQpnlNSblMoVpxqZBIDBAAYhdMlbAaV161chDFWQNOnqvrymDIGpAJjGrRrhNeU1oFZG3eh8PmwdCM1+4v9xKEdo9AcjGsqhF8YaR5Ih621QjUF7KAcwDCHRUW+Xks5m5Bp99YiphwOICnmT2XPj868ESu+famjsvdC/3Dcj26qmg9ddFzqkp1B1K0oc7e/KEm3rQUzLtj5s0kGUKKRil9WYO3cu5s2bl7PLqlWrkEqlMGbMmMjnY8aMwWuvveY8zPLly53bL1++vO17fha3TV+FJxzdCA46XGeDhMAFNS46GOo+HLyYSZJGbogCcAvxlPBwf6uzsHFnNY4J+YwCPRcpaEJUr0CjkJbtuWpqGlFjqMSgEkEooxQzvKR5qSCXRlZDE7zGmey5ViNKOFoQ1k9RD4jLnU8yRc+N9V7oLLcV8VkSbN8lgNSMjwQCg0z9BI2z6j14TVLZbQZLH6ygUdNO8yGZPSbDKBoKIWnhXxp19R6kzAuIimUJK/QEwuqrvDf0TLl0Q3yvHgUN/dnfkGo0mhElNWzHekt0X6vnUG0I74n3ZBSPTDp4Fbsv8eGHH0ZCKlxyY6Agk8ngvffew+jRo9s0I6WAJxw9BE3hKwQkEJqRolkJKvqkN0UFpCmzX4XZhoMdB09V/fO7uPAPM0zswnEEM1RUmJfJ7qNrw3AgVnEeDTgNxQZ0vFaHDW+oAeI1oDeFfQSis1w1KiQo9Gw0I0wXtjVKNBuBRl3Pi9dXs1r0WqnhVG+JzXawM3u+KhB6cOJKqqvIlJ4QQo1koc9sAoFmowrRWT77R6NKUqk6Ech5qlG25ErvpfVO6PmT7GiRM/XS8V6nzX6cFPD+qAdQF1hTkbUrhKlLzMdptjRk5IlG78DQoUML0nCMGjUKyWQSK1asiHy+YsUKjB071rnP2LFj827PvytWrMAmm2wS2WbSpEkdOY2ikclksPXWW+Nf//pXJDOms/Aajl4Ml/ATyJ2hqzfDFfO1GTGEejpUo1CB3PbzQQ2ki8FqSKJMtlWdBLdzaSFUL1KFMPujUFjtAs/JxtXtMUlESARsX3Q2TmPcIq/2jEfCvFzeDvaR7fNYNitF+whEiYgKIl2aHd4TFSG7yo0XagyrkZv2SlKpz6Q+ey69i/ZRM0H0Pth7mZGXnr89d37ueg7YXyUJvLdNiHoglKSqRsXlpVESlTHbeK9GaZBOd+5FTJ48GTvssAOuvfbavMerrKzE5MmTsWjRIulDGosWLcLUqVOd+0ydOjWyPQA8+OCDbdtPmDABY8eOjWyzbt06PP3007FtlhplZWXYZptt8Mknn5S0Xe/h6CLoIFaM9sAOPjoTZttWwKiDLt3xnB0mzDZqQO1xVVPA0Ec+jQkHcJ6nK7SiGhY14qxIyQFZU3P5sm5vnnd7abNxq6BaES8QNeCA2zDrDLQWoceFfWdoiNefXhwrklRjpZVHuY2Gz/iXq/+SPCgxcxEDfkbRJjUU9ngMV3FbW69FPWCFGMQhCAkHDS+9NLxOvDZKNPT5Scv/NiTP/rJ9G4pRQmJJLYmH9Xi5hLD8TLUZGm7UsIlmrdiMFS1dbj2SHqVHqUIqS5YsKThLZc6cOTj22GOx++67Y88998RVV12F+vp6HH/88QCAY445Bptuuinmz58PADjjjDMwbdo0XHHFFTj44INx++2347nnnsP1118PAEgkEjjzzDNx8cUXY5tttmlLix03bhwOP/zwtuMuW7YMq1evxrJly5BKpbB06VIAwNZbb12SDM9LLrkE55xzDq677rqiVoZ1wROOLoQK/9TL0JHBRuO9alg0+0Dfu77X/eIyIBLmfxIW6gDsDEzd0vb84lJldV81FhqeYEzcCvoIrTWSRLymIIEwRbIG0TLqWrvB5ZLX87PZDtaYA7mkxJIWGlmtMkkvCcMmrdl2tNw8j1+JaDVXQsdVngONHY9NsqFZIq3ynp4a7a+GMKxxjgPFtyR36nFzaYKsfsIKYhl+st6KQdnj0GOjpEHbprZIS6gnHH+V5KhI1z4PSqCtgBeIkkktDc9wikf/xZFHHomVK1fiwgsvxPLlyzFp0iTcf//9baLPZcuWoawsfGL23ntv3HbbbTj//PPx4x//GNtssw3uueeeiFH/4Q9/iPr6epx00klYs2YN9t13X9x///0RPcWFF16Im2++ue3/3XbbDUBQsGv69OmdPq9jjjkGGzZswK677orKykrU1NREvl+9enWH2/R1OLoQHMCsF8HOpoH2vSC6xoPNcnEN3GogXK5qDsQVMdto3JoGWmseWO0DEM7o1gNYa9qj0atFqIGwXgcOzmo4rPHSsIKKGK2uI4mwtgZ1CTQwukIn9Sf0AFTL/3peLOTEe8c4/lrZbwhy1zTR1F72mVoJijOBgKCtQ1BTo0z6wywIagr4HFBLwOuloswGhGvEDAIwHCERIInkddP6G9bwM4RQj7Duh+s5TSK8v6w0q2EyDfMBUaGktkFoITDW+6C3ojZ7TlYfohogkgkNIylpsgSK+2q4hH3VcJCGBWG+V8Khpcxdmo1CYcNjfR3dUYdj9YGdq8Mx8m/B+4kTJ6KsrAyzZ8/G7NmzS9TTvgUlMy4ce+yxHW7Tezi6EFYIqQOhwno/XLoNuqGtu11FdJZsuHQBtn+cWat7mNABmkWrdDCmAVNjpySoEaGnI2Neadme58NjKOmwmhMbg2dIJoFoiMVuZ7MTaHhp3ElIdNZrZ8KWDFVm/7fHtf2mS31DdluSICV8zBCJu1+qOWCbjQgNrIYVKMwtQ2CcNVSizwT30aJh+pftsty9q09WjErwGVHCwTZd9T+UBKRkn0z2GLUI03rpuSDiUl9di9NZzYbrvOjl4LW1REMJlCUbSopdv2MX4iYKPvTScfRESKW/ohhC0R484egGWE2FdSfr7E6FdkB0hpRAbjxdB0ZrUIF4A+byrnBwtfoOzqgZ/7dhDCuy5MyyFUH583rZludDl70K7dgHtt+K6Pm53O4q2GOIRQV6cS58Eg4gmrGjRkUJDg2aenlUD6FGyIaYeCx6DPQZ0Joj+e6b6j7oxWBb9BhxuzKE6b307vB7DUfZUBANtxISGxqBfDcEYZotvTGWLGgYhWEdkh8Nl9gQBj8bgoBsDEaox9HrpL+DpLw05Kf3wUKfRevJgLy356Zrv6QdbcWRDSuUtbDXzsOjJ/Hmm2/ipptuwptvvomrr74ao0ePxt/+9jdsscUWOcvWF4J8E2CPEoODiLr0rcvVit3o3rdZFkpMdJalGRI60CbNC7K/xp5VHKceAoYAahGW39bz0v5XIZyVDgcwEmHBKSA6cFsdAjNKGNrQokt6Hqr/4HWiYRqMUKtgXeSc+WrGS1w1TZ6X3g8NB1Vkz5M6CYZreA9scSeFvSdKdlyzfpZK34CAxDWYc7GktUr6VY7odbRts33r2WGbDBFo+0MQXOcahCnR2n+r2ahAVFNhszr44nWpQVA0bGT2L++tXQqe+/HZ0VeFfOciG/rsKxG20JAfq/wyFKWkwJIJFT3z2eH1IglUb49qfTzZKA6lylLxAB599FHsvPPOePrpp3H33Xejrq4OAPDiiy9i7ty5RbXpCUcPIYXcwc7O7nQm7EpXdc36VXGvoQsgmvlhb7yK5/jX5VpX45U02+rvldtUI1y/g273fLNASypsvQyFuue5rZIyS6TYvhIpFxFwQQ2XuuVVD8PZdL64vXXp2890lqygMVLvkj4Ttj1LMG2feSz7rNjng9/zmCQzJIOWqGnfrXDT9cyWmc94nUkG1ThbD5Ser+uc9Zmxx7GeDdc1t9dIyYD1mlji5OqLEhF7LjaDyaM4dHdabH/Gueeei4svvhgPPvggKivD6jyf//zn8dRTTxXVpg+p9CDUTa6u+Qr5XzUSdrYWJzxNyTZsW8Me7YHHJqxxpgHhLE/FkK5Blh4CCiB1oNesD9Vd6PnxL40ez0fj3koi2CYXNWuUPus11baB6PUlebBeItVc8LgkOE2I3g/XjJ/taBhIwzdKLMpMO1pVll4kGi51wWuRK+vVUmKppcVtSILbMeOI13QkchdJ0/OjV0c9DnpPeWwN3fA62vuj18nuq+eRlH0sidTQWcbsr14YfQaUdGvWSaO0YcmDFcBaMq3ExD7/PpOldMhkOqHhkBvmNRzAyy+/jNtuuy3n89GjR2PVqlVFtekJRy+A1Xhw8LeGVGdyQHRw1LZ0gG1G1NjooF5o3whLDKjTaEJ0OW72Vw0eDTxLoOtAq2RIZ4c0HFqqmsZR4+aqS6iQ95B9GhEWDOO1pH5CQxg0dGpwWbJcXf7aByUjOkPlOag7nqExO+NXkqCG0JIwIAzlqFBTj+vyIpAoWYKqdU+UGKYRXWadZGMIoqSEs301msls/1x9pAFXwqYeKvaDA5MVkpIE8DsSG17/JNzXxIo7XaEU/cvzYYiMz6x6tFTrogRY++gSz1qdhvdqePRGDB8+HB999BEmTJgQ+fyFF17ApptuWlSbnnD0IqgwjbUo1JhxcAVyBzsFDakd3Dirta5wwhopHSRpYDiwUhtAjwyNLUubs96EGlKC26qWBQjrQ+iMV4kBr4UaCxovrpmh14rXYgMCwqEVR623Rw2fHoOLmzGEoPumEWobeB2sZ4geJnsc63lQo8tz0YJVPJamx2pasQ3HWeJDA6nGUDUqmmmiVTUbEegnqKlQHY7qVEiS6flQDQ6vD2RfJZUaCnOFCS1BAMJrrffT9Uzr70C9cbY9kv60bKtFu+jJ0jAepK9xGTrWk2LFtHGhN4/ikEkDmUJnU459PULMmjULP/rRj3DXXXchkUggnU7jiSeewNlnn41jjjmmqDa9hqMb4Irb54ONGzebl2tdBhs/1oHRai1U1KgDryumbQdMlxBVXeyuVUHZTw0n2Fm+1ZvwGHo+WjuEs2Gd9Wo6ohVUctYatxQ6jZXVPdALoO0qMVFtgeo7dBvtL2H3sSEP1T+oYNhm1NiwRJzGwWoHVLNhV6jlNSWZUvGpZvjo8wiEREPFuHqeeu7qBdMiaFbcSuOvz7qSM+tJ0wHNhlDsc6Jklb8HejOUCGt4iPfAaqosUWLfXd4U+9v1KB28hqN0+PnPf47tttsOm2++Oerq6rDDDjtgv/32w957743zzz+/qDa9h6ObYGdtHRlsaPSAYMatRaqsoE7THwG38XfpDJSkWMOrg7Z1f+ugqwaRng5d5EoNTBrhSqKN0jeuvApEDY8SA5IHJQQ0FtyP1yWBwLXPGhgZRPUHLqOthqsc4bXXdmk4GrPfcYasM18aQlYJTSJaM8JqQsoQehZY4EqNGa8nEJ3N25k92wKiok0gnMXT2PK+8VprFkZLth9DEQ33MGNmnezP/qq3QUN+6oXhsegx0EwhbsvnQQk2r5kWarNhFBe54PPFc6LWRrO57G+DzwGPw+ee3xFWE6LeEesFYv88ej+8hiNYJ+aGG27ABRdcgFdeeQV1dXXYbbfdOrWYmycc3QAORlY4Vuzgw0JTDQjT7FQ0xwHduuw5ANNtbgdY1VIoqaDRVFc/QwgZRI2sEgMO9s3ZvnIAp8G18XoaO56LJUNKDjS8wXNZi0AoSiPONioRGklduZZtq2hXZ9kJhNVAaeSYAmrd5DZmr3oQ9rsSoQBTr5P2g20yhVILXFEvo2SLYJ81ZKKeAxV3NiI0viStPHYLwhBUEmEKNK8771Fd9vvhCFOSbXquzuS1fol6gPS+atiPpMASLF5/mx7O47kq0VLc3CjXz3rElASqR8PlpVFCA2mHJIPPvCcX3Q8fUik9tthiC2y++eYAgESiyIubhScc3QjNIskH1y11DV4ZBMaBxpweBp39KfkAogJLO+BqdoSGBJKyve5nxXqQftCAVCEsUqUaD+0bPQY0MEpmaHzVm0JPBLfTDJk1CI1UtTkGRa51CA0s2yP54V+SFb0WvL4kXNQE8Nz0+hJKaGoQEj7C3uskwjRiNfRpRJeN5wyd+9BLoAJkDTdwFs6sEz4zPGcgvD8kRUxl5jmRjDRnPx+WfTGUot4w9UyouFZDO4TqJzRUw300rVbvDffVY6rAswlRwsF2lexbPY0eh9dGJwhKMNVbRDLjBaA9i3QaSBdpE30djlzceOONuPLKK/HGG28AALbZZhuceeaZOPHEE4tqzxOOXgqXuCbOK8IBW2faJAAqWrR6AX6mmS12xm7FiIz7a+oof9/WxW/7qrFy3V7bV+NjvTXaf80WAQKDZ8MB6gJPyvbqcbHhkyppU49nvSzsK89BZ7z8ny/tg03zJGjYSKpoVHkO9C7x2Ho8qyFIyb76HNGDQWOu4SMbCgCi7WUQegfSCDw/XNNES427dD9sy95vG27Rxft4TVS3QxIVJyq1+gvX/5b8KIFVMbXeJ81cyUhbfE753Hmy4dGfcOGFF+KXv/wlTjvtNEydOhUAsHjxYpx11llYtmwZ/ud//qfDbXrC0cuhs0HOYDnwWdAoNCGc9XLmaUWaaoCBcLbOcAsHaitmZHhF9RZ2CXDIfvo9FwDjzBOIakE0LMFz4QDPcyCs8FBJQQOAT6WfDBnQwwCEM331APAYVovA41nClpC2SWSsOFLDUpUIvQaWJJTJNmyX5IPhONXp8H6lES3CxfOoMJ9ZslGLqJ6GoYAGRMmKhgq4DkwtgBHZ68RwHrfls8Own4YkgFwyot6DVvlMiYZ6YQgNZ2lIg14O/Z/hDb3HSjB4/V3HYEo2z0uzhZScefQOlCqkMnny5AG/eNt1112HG264AUcddVTbZ4cddhh22WUXnHbaaZ5w9BeoxwGIGj4aZ02xcyGFwKBuQJR8aBhEB3LNKrCLebEvNKzqzqc2gcSGGQrabx4vJW3obJPnxuXN1b3O86AR5kwcZl9N16S4sQ6h0dDUy3JEtSJc6IzXgp4YIDckkZLPGTJin9cjDFfRADPsY/+qF0OvFY+n+gELHU+5bdJ8Rs+DklQlGzxeWr6rl3PiOTMEhuxxhiBcGZdkQ7UhdQgNMReo43NmNR08hnrueD/iVp0lEdVMGh5PQzhKFkhqNNPE6j/UM6P7s20Nx/giXb0XpQqpeNEo0NLSgt133z3n88mTJ6O1tbhfgWs88+hl0AwTIDe7opD9GxAYFBUMWk+JDSHooMxBWEMFWoGRL7uWSCpP22xXZ+66xgkNMw0LtSA6i1UXedK0wZksjRy9CEo++KJuQsmchhZUMKjXiwZVPR00jgobjtHrYe+lhjro4ue1Yh8YzrFFqNKyHw291Swo8VTPhGo/eC5qtFU0a9N81bPRLPu4vBN6Hto3DXPYcJd6QbTYnL5IYvW54Dm7yvLrfQCioRI+1w0Ifzt20UKP3ge/lkrp8O1vfxvXXXddzufXX389jj766KLa9B6OPgINN+hAydl8e4p4DbcAYRYEV/u0s2nOjPX4mkqpfaKhYbilEWHZbRaAUk0HwwRWW6Izfs68mV3CY3AGDtkXsh+1BLXZv00IsleaEBpZkgMaxMEIvRwqQARyhZpaupvH5mJxdQhSRdkf9Vpksn1z6VdICtSTQONOKEGj94UL4tG7RBJmhbw07GUI7zcJVROC61uXfU+vRBrBfUwjzFTR50WNtBLaDdI3FfmqODnuWVUPj4o1XZ4Gprqqp0z1LUrI9Dttn9eG14GkWUOK+ZBvIu0zVDz6A2688UY88MAD2GuvvQAATz/9NJYtW4ZjjjkGc+bMadvul7/8ZUHtecLRx2DDLS5xZiEg+aCOgUZL4fJu8HPd1opWOXiXIzBQzQgHfi28xX1pHNQoAIExZYiE2SU6k1adiPaHs2+GYRoRhDt4npq5wpmvzvi1TgMzMngdmG7JsAOFpkAQZtBy7dYTVYEwC0jd9kBu6jD7qUJcXluSJxIlXica5ARCUgKEJIREJJ1tg2RuLUKioMdMINRrqHCTHie2rbUt+ByRuABRrw/JmoYIdRutZQK4S+eTFFjPiIV6a6yGhG3TW1aXfeX7LdmMLyBXJOvRw+iEhiPHLTnA8corr+Czn/0sgGCZegAYNWoURo0ahVdeeaVtu46kynrC0cfRHtmwaX0WnMlRJ0Gjq+XINYNA3fUkEa50Rw2r0ECqcVHBoPXesE2t6NiabYOaglZ5r1kFSiTo1q8G8AlCwsKwAKHeCM7KObtvlGNwW7r1dV+Sq8EIZvoaluG5kgBZwqGZDi6NgXoT6KEajHBdk4S0ZSt/klAxxbYcoZEl2ajLbl+LaKikFtECZJBzZ8l3DYuo90M9LCRq+pxwX54XiQs1RNzGlhgn0dBrY7NWXHbDajNIuqg5iQPPx0WybfaKR8/Dp8WWDg8//HDJ2/SEY4AgH+kgOKADobhRjRl/j9ZY6yxSM1XYDmemcbqTlGyrs2A1UHbWqy52nhs9FTTwBGflNnPCXgs9Fut7aIquCh/ZZ830YbhGNSbM5OEM3hIz3hP1Hlk9hq3/UI3owmgZ2Z73qlz2t5U8SXBsVoqSBPaFYS7VdKhwkmO76iNc5wfZXu2Bej7Yd26jngO2US7tKJQApMw2Sl702WGozgWSJiWaep29V6N/w2epdA084ejnUG+Ceg90dumCzuItNGWWs2eGFbQKpPZBj6kGTDNhmAVAwkFvAAkOjSK3pZtdiQrbp6ZBjT8FjSmEs3nup32h0SxHmMZLV38FQuLCWS/PhSW+gcBjVI/Q26HZKJqiTMJCo0+SosSGIQuGPUYi8G5UItSb6LmzCBUQFObiWiiQttYiCDO1ZNuiN0SfE5Ife400RKO6CN3XdV0tEdHz48vqMdTrZgmE1u8Acr0hdlueexzJsGJSJTE+BbZvoFRpsT5LpWvgCUc/h3VjEzSUfADsTLIQ2Nm+hjLU4wH5DHATH52Fph3fkXjQQFMsqcWYVEfCjBYamcEIDVOTtKEeHNVLkIxoiIjHaZa2bAqqXtcWhMZfUzM1fMOZM49Xn92mBaG3pgkBOWhAQA6GIRTlsj/a72T2e4Z4uGYNDfI6hBVZhyEU9QK5mTGahqrnS7Jp666oV9rloVbvgHqpdI0ZW1fF5RXjM8L7rZklzJJRoSqQq32ylWu1f7aQnkffgC9t3rvhCUc/hbqE49Jn9Tt6DnRBq0Khs0yGOOzMVD0erlCJ6ho4yDcgGsahQQVCbwD7qsWeLHlidgWPoeW9+b2m0LI/SiDqkKsPUNEnEJIJXnvVU/CcM/LicTTbhyRHr1cLgNXZz0k2qpGb/qlFtoZmt+FaMAwP1WXbSmS34fcEj21n9tSfKGHSe0eQKCrBBKKhDk0/5bYaionzNCh54Gf0xNGbRaJgCYfqMNQzxb6rt6Wjz7+Hh0dh8ISjHyLOoNuMFktGdIZf6OJTNqVWPQ1sk3oCIPd4alytkdE4OcmCy8jZcIh6VVhgSq8FwyMMlViSwhAHXymEmSDqASiTfdUDwGOr8Fa/c3kBSLY03MJjpBAQBYZRKhAlKvbaap0Rzc7gWiitCNdqUe+Gnenbuhxa/dTlreI58rmx68ZoSMb1HCopUK+c7pM2bVkiwj6RJGk7Kg52hXe07L5H30Q6U7z4M+1ZZgT19fUlDyt5wtEPobFnINdIAlEDAUQHX5fL27qWtWaCGggaKi2Lru1rhkGZ7OuK/+uLhCCJ6PnA8TlDFKr3sJkTQxGGKdZnvx+E6OJsnG3TO8LZr03Dtdko7EstAgO/znF8ahbUs5RGtPQ5224AsALAlghJh15PFa0mEYZR2E8SjfrsudYgLG2u6cDaNx5XQ0V6XKvL4LH5OQ23hjP0+bNeHMh3hIpUGXLR7CY+qxp6U/Kkz6UV6/IcrIcMsr/9rej5pM3/Hr0DmXTx98SHVKIYM2YMvvGNb+A73/kO9t1335K06QlHP4WGOSy5sEYigagB5/42Pt4i37kIjJIG651Q6IxTdRJqJICo6DAuLMR2NBSix9AZq2othiAwzE0AViIwyNRYUJtAI8WaGGkEGgEgugaMHkOvJYurrUa43HsNQmNOrYamVvJ6NyL0oKzJ9pUFuFQ3ocJdGnVmpTDs1ISA9LDUu6a62jCJimsb5XxUP6MeFX5OUsJ7Zj1SVheisOEPJQJKxhgaUWOvZENFuHpcfe7t8XkMfb5cRMPuV4jw2sOjL+MPf/gDFi5ciM9//vMYP348vvOd7+CYY47BuHHjim4z3zju0cfBwVQHdOt+BkLDqqmNnOnTaA5COHPmLNwlugNyswn0OAqdobomFyRFPI7dXzMZ+DeB3Bmtfsb2WM58EMIsDc6kXamvGqZQklYh18RWZ9U00WYEBp+pmHypBoHeGApNWVa7Drk1MlRIyywh7R+vVatpMynb8JxY6lxTY126O0s2yh372UqekO35UqIbF3JpT1PhCsnwepSbl/XG6bHjtB02EyZu1uwnxb0LvrR56XD44YfjnnvuwQcffICTTz4Zt912G7bccksccsghuPvuu4taTyWRyWR6pVewvr4etbW17W/oASA3ps7P+L8dUNWNHhceUajorxVRMqMkRoV/Otu2hEEH+grkDvyuMJD+b0mOnSHzMwofmfVBgqDLqTcg8AAwdFSNwMBXIRBpsnQ5EGae0LBpSXTVrtBrsR7AhwhWr12BkMCNADAcYbimAYGnpT57vJHZc2wCsBwBKRqPsBgXdRwawmI2iXqauHLuqmyfhmZfvAa65gw9OFxzZx3Cgmv2vlTK/jTQ6tWiMLdRPtOBxuXFsIv2KSFV0qhtKFzk1W6v5DtlXi6NSL7B0Xs2Ooa6urouSTVVW/HSNsCgIqfRG9LALm8E7ydOnOjrcDhwzTXX4JxzzkFzczNGjRqFk08+Geeeey4GDRpU0P4+pNJPoIOyjV0DucJJl15CBaAu8sF9OZOPi2OzPRsq0eNqv7UMNz0t7IudcdOwaZ/0PF0zYRa4YthCjSUQenJaES7SxdAJObxdAZf91BLeLKFej2iVVSAgMcMRZlN8nH0/DKF3JZnd55Psd1xLpSbbb2bK8LpoYTZeFy3MRcKzDqEXhgRKU1uTsi/vBzNm1MOkmg8tEQ9ECZdNUVYioJkllriqAdfwCKFksz2PgyU3QJQQchvbP9VouDxvvXJ25tGGUmk4fB2OECtWrMDNN9+MhQsX4t1338XXv/51nHDCCXj//fdx6aWX4qmnnsIDDzxQUFuecPQj0Gho/FxDCVbsyH1035TZ3qr8gSixAXI9IhqOUHd3XOjFxu3VS6KaCiUe+r16SWz8nXoCGtIWBIRADSm9MBSEsty1Zi3YjBrNZKE3J4GwZHgLAq/CeoQlu4ch9EasRuABqEVI7Hg+1CmwTZIDey95fM0KSSOsP8IwTiUCj4ouK69hKiUIJE2N2XZrEZYsJ0nTc+ZzQ4KjoSEVeqYRepA2INST2OwX9okvPheEDcFYYqEkxRIIzUZRoagSC6sv0mN5eAwk3H333bjpppvw97//HTvssANOOeUUfOtb38Lw4cPbttl7772x/fbbF9ymJxz9EEwFBXLFe/zMwrqSCY1nuzQTup22n2lnHyUHKdlH00Q1QhgnHrXiwDjXO70YrE6qa8NA9qXxI3GLCxlxvY80ogSJq6ry80+z37EUuXqJVC/Da0UiZ8vF1yAMhZAgWe+CGn0V+VLjQa0G91fQADfJvtYLwjCOJRvUvqgWxWqGUvJ9PcJVdXm91bOlQk8VoNr77/JmuMIi6kGxXpd8KGQbj94Fn6VSOhx//PGYNWsWnnjiCeyxxx7ObcaNG4ef/OQnBbfpCUc/hM46WQuBNR6s0NOGS3RGagd49VbomhaaluoSG7rEm0pCNPtB4/bMmGDdDBpZbqd6jBTC2bf1RmifmQGii7+xDRKMKkS1GDSqGpaiFwFyXBroJAKC0YxAv5FG4CkYKcetR+DxGC794mqxXAmW13IwgI0Reil0CXl6VFYjKFeeQTSLZUS2X9R9aKYOiQrPpQ5h2IY6FtbrsB4yamOo0aAIltdNCQi1Iaz+WifnVYmwkJmtP8L77ILV6dgMF5jPVYQaFw506X88+hbS6eKFvF40GsVHH33UrjajpqYGc+fOLbhNTzj6OVToyaXWaXxdAk0NlRAa5lDvgXojNKNDvREuQqIzec5sbXs0ppo5wjZ5PIYBKhB1j5M8qNeCAk81lDSS1itC40rwOOruZ22LJoTCT9UdlCHwSIzNtjUs+2KYYznCLBkSmAQCUsKS5DTa1F4MR+hFAcIVbesBvJ/ddghCcuHSwui9I6GrQ7hWS0X22Azv6PoqDL/wnpBE8F4oYSSxa0SU5CF7HvS2WNEwEA1naBhEEZd9pZ9Z75SLnFhC4uHhEWDIkCH46KOPMHr06Mjnn3zyCUaPHo1UquO/GE84BhB0QbYEogut0Si5wiVW8KnGnAM329XZpdV+qKucBkw/o3gyI9tnEGZfWINBQ0eDxhl2pem76iOA0EtAgShn4klpW6+BeooYTmCfubibCj/5fhACwsGU4kHZfpIAlSHUbDRkjzsOAWkYlG2X67CwBgeJg14LXp/R2f0GOfrJbdVwtyIqcmXYRQmb7qthG2az8H4rSSSR4fVFtk2u/6Jkg1ACoGEPzWDhcez2qkOyugwVo1oSYtOfPfo+fEildIhLYG1qakJlZaXzu/bgCccABQdn1SEAoZFX4kHPgpIIIFdYx3b1PQ1IQra1GTI689bvVJehn2fke3WBA+HicRXyvfWu8H8a3wZE9SKuc6KgFIjqLFxrt7DfDI2w0Jau50KdB8+ZhGYowlAGM1E0s0aFnmn5q8fQJeX1HpGg8Ry1rDuJQBVyPSFKAkjQdGl3TYlVQqKLymnbJFx8lvQ8tB0g9C7ZEIiuw0KoNkOvj0vXocf16D/wIZXO41e/+hUAIJFI4He/+12kPEUqlcJjjz2G7bbbrqi2PeEYwNDZnw7g1suhIRCFeg9sCRjNDtBwCI+p3gQeQ4mBGlY1GmyrGeHDyzAJQxyV2fdDES7hXo3QiNJwa8lynTHTyPH82V8gmjXDqqGsgcFaHwzRDMnuV4uwwBYrjI5FUEGU4YdPEYRTxiDUNGi7/IwhKj0usvsOQzRVltdfvURNCDNymAZMTxfLnfOeUIDKRfQ0vXiDXA/eJ2pT2LcEQs8MdSeq31HPCb0Y3NcSAVcIxBUy0XoereZ7F3H18PCI4sorrwQQeDgWLFiAZDIc+SsrKzF+/HgsWLCgqLY94RjAUE0C4ZoJWu0Fjb4+POqhSJt9tT2thUByoNUqtUgYPS+VZn8gSkQS8mpA6O7fgMDQNSMgH2lE1wMhsaEXgefvCj2Q7LCyp4ZpuEIuPQw8Bmf0JD56fqMBLMv2M5N9vz1CDUcVQo3JBtmP504iwHohzILRdGCSikx2OxIIerFU9KqZJzYssh6h7kWNt5Y7530lGeMqtCQalbJtWo5DstiEqACV91XPWT0Xek8s4bBkxAqVgZAkefQv+JBK5/H2228DAPbff3/cfffdGDFiRMna9oRjAIMGXV+aqgp5b7NP4lJcXceA+Z5t60qr9HiQyKj3gsegdoGeEmav2FRKHkMrcDZKmwzTpOV/JRww/3MdlCSihIleGRIDa+xolPlSUqUeDBp3ahtITggSGhsa4TGVNKpXSFNUqQfRRfXSiF4zkgCGTeoRCErXIyR6WhOFx6X3it+pyFSFyXocWyRMs1oYirHPjNVduDQZLm+GFTx7u9J/UaqQyuTJkwd8pdGHH3645G16wjGAwYFfjUlchooadBrolPmORpyhGRoiQjNMaASZOcNZMYWL1phpWi0QEgEKL7k2iq43oiEaego449eQDvfRPqtxZyYH01ZHINRJsAJpJts+M2GQPRY9D5zhU9TKdNNV2b6NRZgmatdEIbngzJ+hDfadJIb91XDLBoSZMVwxdmj2+IlsH+hpoMFn4bOGbJsM5cTV/yBpYPos75OSNl2ATc+nRd43S1skB5pmqzNXPnd6L22YzoZNVNTqwyke+TBQK43OmTMHP/3pTzF48GDMmTMn77a//OUvO9y+JxwebVDy4YIWuGpG7hooGptPyT5x39MQ0hVfh3CBOC1+pWJJLWzFlEwaQl3aXVNBSZQSCDNayqV9W2QK8hlJRT0CckBjuhFCfcZQuUZphIbaCi+B6DUejqB2RgOATWRbFUnyXKz3hOdKo8+QCfUt9dl21yAkSymEWSzUryTkmpKcUBdC/YXqUnideEz1pOh1UwKjIQ/2T707ugoxkKshSjs+tzoQtq/PHhD18niS0f+RyRQfGumdq4p1L1544QW0tLS0vY9DIuGquNQ+POHwKBjq0lbEZZMAUbc6yQO/p4eEuhAaOuoMOHOnJkLJShKhzoGERWf7WmfEVaJdM11UkEojaGuF0CC/nz3GEISFxwbJdpqqyxCFZnRwBdgmBORqvVxbhi+aERb+4hioi7XRq8J7QaLANFS204BgwbgKBNqQKgTkiMW/IO2QuLBeCa8vF2djH5sQ6i64ki3JQ5n0EwjDOLwmmjmioSneI/We2OFMiQX/t7oODbeoRsRj4CCTBtLF2UJPOBANo/iQikevRHu1DEg06GGI0xBYwWOZ7KOeCApJgdAIs2Im61yQbFBL4dKY6MzY6h7YNglTdXb71Qi8Es0IC3CpN0UzNJrlf/aThIOkioSKIZk6hDN+JQVAlDwBoe6BRKch28ZahF6NDMI6ILqMvd4DIGrgea8qzOdKpkg21iNMgeV1IlEi4WAIxRIG67FQr1LCbKuhLiUVKfOyQlKPgYVMGsh4wtElWLduHR566CFst912Pi3Wo7RQ499ZcEYMBAZIRZ7q9dDsFJtFoMXBqNtgBoqShbrstg0IMyQGITS0el7Ws8G1RBIIwzokOtQnjEKQUTIsu99w6Z8thcO+6XEoyMwg8DqMRJiuujq73yAEOhHqLDQjRguLqfh2DYDXAXyU/Wx4dvtNEHg1BiG6+BqhnijVyfD6M0xDslSHgGB8mu0vQ2JAdF0YDZ1k5Hv2Xz1iGvbSrCbto3oteA1VNKrQPti2XPApsh4eufjGN76B/fbbD6eeeioaGhqw++6745133kEmk8Htt9+Or33tax1u0xMODyesQI+f2fg6P+9IiiEJgs6i1QhqrQkVQ+paKnzvEroyzLA+2xaLb9XItiQXDHkwlFGGgFTYNjWdtRrAGwg8CSy4BdlHDfVwhPU4WrPnuy77/UbZ75A9PsnCIIQhG57LBoSiUh6DdS8+BvAqgLcRrLkyGiHZIgngdeM5AtHsDivwpdeIoRMudf+pXLcKBMSLz4JmzjCUQqhnxWatALmlyxWaiUKvmIbZLFlRoqHZLK4MFx926V9IdyKkkvYPQgSPPfZY28Jsf/rTn5DJZLBmzRrcfPPNuPjiiz3h8Oga6Ay1TP6qUdZBXUtRt9cuww9sV2G9LKwLwe84W6Z2QNf90HAJi1ExvZWfq0Fk8bJ1si/XNNFQTo286gG8h4B0kDgkEQo26V2pzfaJ+opyAJ9B4H2gDr4eATn5EIFxJrngjP6T7PlXZdtsQeDVWAfgzWyf90RYxMuGQhjS4H2zoRlNT6Vnpg5h6XYgFNAONvsrOeF1UhJDYqkkAcglEgT7yHts01vtOkAu8qtaEV2Lh6SrIwTZo+/Ah1RKh7Vr12LkyJEAgPvvvx9f+9rXMGjQIBx88ME455xzimrTEw6PgmFrb+jvmuJLfm7rOwC5RcWsF8VVN0GPQWOhMX3OmpmOSj0E92XlTGpHKDhNIqpl4NL1DMuwmK9uwzBMEuG6IE0IyAUFpFqXw87kafCqEFYGrckyjsr6YJ91iBpH7tcgnyPbz3UIvCwphAXD1FgD0Vk929Il4fkZEBb30lTaVoRpy7oGjOop9Px477SYmqbJWh2HJRokJ7aeh9V66Od6fJdORP9vT2/k4eERYPPNN8fixYsxcuRI3H///bj99tsBAJ9++imqq6vb2dsNTzg8IgbeJdzTwR7mc9sO5DvdzuXmZlxe62borNVqPWxNDyBqYNIIjKU1ULodDaeGWJhu25r9fC2i64zQI0AXPMNBJDf1CGf/TO+ld4ApswmEupJhADatBEZuAlTVBLOy5iagYgVQ1hgc/1OEOoqVAN5CEIIZmj3HhuznzYh6UIAwC4WeBtWgMNRitRYsIEbxbRKhJ4P7qr6C4lESQO5PcW0VommxrJtiQzgkfgy5MEtGF5BzCX4VVsORdnzOthim6g5hqUusXKiuxKM4+JBK6XDmmWfi6KOPRm1tLbbccktMnz4dQBBq2XnnnYtq0xOOEsCq7HWG2d5gCeSf9cV5B/Q77YPrL2LeW+Ou52C9C/Z4tl/6mev3rrUYbKgkro+axUGjadNedR9Nt6SXQVNUgdAbwnRW1YCkERj0MQiXbNfUV87SmQ3CmTKPwdADjWgzAmElvQrDEGgsarNko3Y4UJ61/BVNWXfwCmBYc3BM6iUGA9Cfd6P0jwRoTfb9UIRkil6kCkTXc7GpyRUICQNJCUNQmrHDfejJ0BRY62nQe0BRLr00NtzCfpEAsvCZCljZrqbDajiG7/nifeA5kQRZXUe+vx2Fy0NHaNv2+CmzDd97dBw+pFI6nHLKKdhzzz3x3nvv4Ytf/CLKyoInfKuttsLFF19cVJuecBQJO6io8VO3th2EdP9C0d4syQ6OrlRDkgpr0OPCGC5DYo+v722KKY28xtA52FqPhu2HPQednXKGzhmxFh9jP3gcTUulQVUCQY+EelGoKylHWAm1CuHCaDTWNPZcxAzZc2W4hF4UikorANSUAYOHAuWVQFkCaGkCUlmxS6oFSGS/r24FBm0AxjaHAkyWGW9CQERY6IxVUKuzxyKZ4r2gMSZxY40NXisg9DJpmCqFaJiJ98Y+F/ZZULLB65XKtjkIUfBeM2tFiaQNpbGf+hwp9DnNN6jZ347+huJIjG6nbcB8F/eb1v6qd4/f6XHy/bbjCEkx5MjbVo9CsPvuu2P33XePfHbwwQcX3V6/JhyuASDO6LsMa74Zvt3GehXiNAlArnF1Hd/1nas/dgCyRsGGF1z6CI2Fx3kbLFwDoWolNNOEn3Mb9ai4+meJBv/X2asSJpeRYlYLCYQWmVL3fRJRLwfPrQLRNT1IeFiQqwYhweACahn5rgZBausQANXlQHkVUFEBJLO/uOYmoEVSM1ItwewsnQ6IR/UgoLImICTNDUB5OugHM0ZYp6QFIcFQ8mRFuyqi1M/UK6BeJXoweN/4nRJYQmfqPCW9l1Y06gqNubxy2j7/8liWOMfB9pPnHfeZXhNLDOy++Qy99jmN0Mti+5qR7+y+2h89nssD0x7psdvl01P1ZfiQSumQSqWwcOFCLFq0CB9//DHS6ehT99BDD3W4zT5DOOI8BPkMeVw4I87Qt0dACoXr+HEaCNd7Sxpc+yriQisJhMYjrh3bnsuzYc8nbpal3gWGGegeV72GEgrtGw1ahdlG+6Y1H3SRN/aT/9NNn0ZoNNmGFuqynh/2m5oOekdIVLjeC/vSgEBz0Zh9DcluMwTARmXAsFEBeQACgrFhHdCwPgi1sF0gLIc+BsCgSmDYxkBltqRoawtQvQZIrg+rjNKDokaehpKr5fJcWQmUYR8+E5D9VHBZhtCoa5gwbq0d1eMA4TVXYkQtCL1Mce3o/4T2jfc3EfN/3P6u93Z7S+BVpJuPeLiOpdeUnjMSi3yDbkfIRqH2MY5gaZgz3/99CZ5wlA5nnHEGFi5ciIMPPhg77bRT0eXMFX2CcKjLGyjMcBcSviiEbBTqhXA9q/n0Da4+WyNbCKly9dFqM+JCJHFkI1/7/N8OhDr7jXNJW88PocZEUza1JDkNgA78nK3TcKvnxHo8XJ4nztx1qXPqM6hfYGYLB2FqDFh8K4HAiKez+2hV1OrBQE1tEELJpIGGOmDZ+oAA7DAK2HSbIEslUQY01AMfvQU8/xGQbAa2rwcGDQk0Hq0tgaejfn1wrpXSF/UicU0UlhlPIiAlaYQEag3C9FqSMr2+vBZphBoM9YbpfXcVNeM14F+C95WeDk2rVbiMrBp+S66B6P2E2S6DaN/jnj2+1215XficqBeEHjeFkgr7vhjYcKUrDIQ8n+nnth17nS2RcX0ft61H/8Ttt9+OO++8EwcddFDJ2uzMRL5gXHvttRg/fjyqq6sxZcoUPPPMMx3avz0vBo2IGlcOkuq6T5qXzqqtCz/O7c/ty01b5ebFmbo9pp3ZW+1HPrKhcP3Q85EN23Yc2dDvXNsp7OCm15Dxe13JtRpheW198XPdni9+zzAF99FZOg0qhYkNCMtt22Xj1UAqkeDsnymhFdnjcp0UHWjts8Bz5rZt3pwyoKwMKMsysQ11QdubANhsIrDxeKB2C2DwFsCoLYBNtwYmlGW9FBvQtggV93dda32u9cfMe8BzGIxwYTxbx4LXUMmGFWbaa2c9QXYVVnsv9Tenz7797SghqZT/mbmiL+vh6uhgVmh4xP4+9Tfseuk4Yn//xbz02tjrFTceWeLt8iq210dXm65X5+e9pUMm3blXseiojbvrrruw3Xbbobq6GjvvvDP++te/Rs8jk8GFF16ITTbZBDU1NZgxYwbeeOONyDarV6/G0UcfjaFDh2L48OE44YQTUFdX1/Z9Y2MjjjvuOOy8884oLy/H4Ycf3qFzqqysxNZbb92hfdpDlxOOO+64A3PmzMHcuXPx/PPPY9ddd8XMmTPx8ccfF9yG/fG4flgu0lEo8cj3Q7L763GsUbWGUo2py8hyW5ac1kGUbdvzVCjpsAOhbpuWF/dTA2w9EjZmrtuooVGjrbMeHp9GQ68JBZv6IhlRIahmLnC7IQh0EXwNRWhIuchYAwJR5XIEFTg/QRDyqEcY9uCaKzZbgoW6RiMgBZsiWDZ+BEKxqM62iWS2n2MRpK4yw4Oi0NYmoKkB+LgR2G4ksNNUYNTOALYrA7YdCUwcA2xXhpG7ADvtA0zaBFjeHOg8WluAdCp46Qqrel8tiSpD4NkYjkDAOgJB9dTRALYAsHX23EYjXKq+Utpk2INE0ZaF5z1Ww8R7OzR7vI2z12MMwoqqvLfWk8Z2LNngi8+GPiOq21HSpCRJQwP6jPMZ1mtmyZU+y5Yg8bfI36odV/i5HQssYdLfuyUQOmEpN23q/pWOtlyTKuvhs9/ZsU+PbcclJT+9jXz0BOHoqI178skncdRRR+GEE07ACy+8gMMPPxyHH344XnnllbZtLrvsMvzqV7/CggUL8PTTT2Pw4MGYOXMmGhsb27Y5+uij8a9//QsPPvgg7r33Xjz22GM46aST2r5PpVKoqanB6aefjhkzZnT4vH7wgx/g6quvRqaE6TuJTClbc2DKlCnYY4898Otf/xoAkE6nsfnmm+O0007DueeeG7tffX09amuD8ktaktp6OlyfJcx7+x3ks3whE4XO+l2G3dWvfO2091mZea/u1bgwhfap0LCSfu/ysBDqUo3zbOixtY24mZWrbSAcvGhgdFDXvlpj04qwMuanCNdFUYOl5zkU0bAC+6rGVRdSK0dYJp37MASTRGDgK7KfJQBsDmD0poGXo2E98Poa4At7AmPGA9gewMY7AIM3Dg7Q8Cmw8hXgP2msegdY9AQwcRQwaGiw/9pVwHtrgvLirG1RjzBskUBIosrMOdmwglbebEUYQlqLME3Whlm4bxzU+8P+sA0eU4XDQPibdhmqOA2GEgMlFkCYGeVy+bsItbatvzE9Vj7voss+uX4/Lh2G3T8uHGSRL4zimjjEHbO97/Jtmy8Eky+EVFdXh8GDB8d8WzzUVvwNQE2RrKchAxyYfd+RvnbUxh155JGor6/Hvffe2/bZXnvthUmTJmHBggXIZDIYN24cfvCDH+Dss88GEFT9HDNmDBYuXIhZs2bh3//+N3bYYQc8++yzbVkk999/Pw466CC8//77GDduXOSYxx13HNasWYN77rmn4Ovxla98BQ8//DBGjhyJHXfcERUV0eUk77777oLbIrpUw9Hc3IwlS5bgvPPOa/usrKwMM2bMwOLFi3O2b2pqQlNTUM2gvr4+5/s4cGBwDR42vusKUbgGiXwkwGVcXcY9joS4SInLiGsbSfncZiDoj1/PXVMH4/qqbajR0O3tAGS/t226Ys00QCrys/fGelbs8XRGa0NGPN8kwqwRPkFJ5K6Qat316gHTtUe4T77ZI2ee9BRQz9CEbPZJMhCMViLQdASxjZEB2agaFl64QRsDNStQMzjok4rCU6kwXMRzoBCUIlYSMy1vzuuoHjKWTM8gTHtNy/68VjQeLkNuPWi8d/q8KuEoR0g4LPFoz5i1Zz/Y13KEBlefXSVCtjKqIo506HnxvUsPEvf74jmxfbt/2rzn965+WmPuIgXaH+v9cZ2jfm/bdB0jn96jv2DdunVIpcKnpaqqClVVVTnbddTGAcDixYsxZ86cyGczZ85sIwNvv/02li9fHvFKDBs2DFOmTMHixYsxa9YsLF68GMOHD4+krM6YMQNlZWV4+umn8ZWvfKWo81YMHz68JO0oupRwrFq1CqlUCmPGjIl8PmbMGLz22ms528+fPx8XXXRRzuc6aFhyAfkc8p2LaEC+yzeItUc2OoP2yEYc8bDf60xNDUu+/Xjeacf3+WAHyHwkK26gtANqvoGP5KQj0MGcJIDFd/m/9tu6kq1HidBzt+G8hGNfPY+2+1MGJMsd55s21DHVAohrN1keeDcS2QPQU8BzJRFQVz7rnPAax5XxZhtl5qUGXrcBQu+Jy8tFWIKgIUklAjarxXosbOjK5b2MA/vIvuh5WGMaB/u967wKMbKu69QR4+zqbxwpijueC/l+g9pmvutV6GfdiQxQdAEv3c16CObOnYt58+bl7NNRGwcAy5cvd26/fPnytu/5Wb5tRo8eHfm+vLwcI0eObNums7jppptK0o6iV2WpnHfeeW3Mr76+vu2maxYCkEsY7CykPQ+HnT3pwKTQY+iAxYHZDsZxRlIHS5cBiHPxch97rq7ZjD1P7Zv2N4lc2HCRC3FeIe2XHj8f7LUjrAHUbbUfNHys+cHP1b3O+Dln/pYYkJDwB2AzIWggSQl47dQrwm2pq+BKrKxwmgRQURWmt5atBdZ+ElQYLWtYHYRRyrI9aPgUaFgNrAPWrQ72HTwUqBocEJBkMjhHXSQtg2gxNB7Xpa9Rg6nZPkBIWCqz++cj61pXJYOo/oFt5bvmSgotydBnV88hztPlel7be/5IwuL2tSQIcIdl8xlblxelvd+H9WLEeRPi2rBehvaOp+2257Xo6PueRD4yXMi+xIcffhgJqbi8GwMBra2teOSRR/Dmm2/im9/8JoYMGYIPP/wQQ4cObQtjdQRdSjhGjRqFZDKJFStWRD5fsWIFxo4dm7O9uq2SydA0cuBxxe6VMAC5ZCNlvtP/lXAAuQMLzOf6XXuzcPvjy+c1cX0WR65c4DZ6XWw7/Mw1EFn3OP+2N5i79nP1DYjeI5dbXsHtaFxdHittXz0P/IzrgCQQFbixfYYeeCymcTYgNL5AqGlQwVylfM/zakWggWhAUPmTbZRXBKShvAoY/RHw9stAIgFsNhJA2WtAwydBQxtWAh8BH74FvP0KMGZIoN+oqArEp+WVoVhyFUKiwRfDIbo8PA23EmoVluozXJ5txy6OpyRVfzdaQj4l/3M7EjMbBuP3JHTWq+IKpdCItCJ6LkD8M6Rwhfj0f35mjbDCelHjjmH3dR0rzjC7iAX7pAbddSzX77q97SypcX2HPN/3ZwwdOrQgDUdHbRwAjB07Nu/2/LtixQpssskmkW0mTZrUto0Vpba2tmL16tWxx+0o3n33XRxwwAFYtmwZmpqa8MUvfhFDhgzBpZdeiqamJixYsKDDbXYp4aisrMTkyZOxaNGitpScdDqNRYsW4dRTT+1wezqD1UHMDqjWnawzO9cA1Z5nIm77uO9dLk9r+C150kGdn1mXtu2rNRr5yAbgzrBQ5Bu8C90vH7HS8+Lndvaq16URUVJg778aNc0A0gyiOBW9XvM0wroa1F6Uy3ZaLlzb0dBMCwKhKg3pCJ5TWUA6kklgzBbAy+8Aa5YCFZXAmIY0MDg78NQDK98Clj4f9GHn8UEdj0RZkKlSlgzPi94T1ZXQq8DrSQEpCQFfXM+EwlfO28oQeoSo6aC3w54rvRQM7/A4DQiFrKz0yvuj6bFadA2IGnIeR8+LfSKx4TlZ71d7RtASH0V7WgQ7ydG/9tgurwRiPtPP7fcuQmBJgG7fHvmI2zfOk9IXUSoPx+TJk1FWVobZs2dj9uzZsfsUY+OmTp2KRYsW4cwzz2z77MEHH8TUqVMBABMmTMDYsWOxaNGiNoKxbt06PP300/j+97/f1saaNWuwZMkSTJ48GUBQ+TOdTmPKlCnFXQCDM844A7vvvjtefPFFbLTRRm2ff+UrX8F3v/vdotrs8pDKnDlzcOyxx2L33XfHnnvuiauuugr19fU4/vjjO9UujU8+7wWQO7h0xPUfhziDbo9hYY2dVedz5kfoLJP7WfIC+cxur33VWZIrJFPIedh247ww+cJdWvnUwjWoKynQGS5TZq1hsi59JTmu9pX80OjSuAGh4dTBWK8hXykEGSTsW9v36SAkkigDKqqDNNXlAD74b+C9qB0etFu/DvjgjaCNsQjKmgNoS9dLp+KfaXoh9H6xAilDLAy3rMtup0RADagSWOvp0GuoxIDPXrlsW48w5KPeGPbTFv6ys3nC3jct/EYSZcM7yNMGn418XgqXd09DefzfhfaMv4tU2P4W4nlwfdfe8QeCh4K/zWL3JZYsWVJwlkp7Nu6YY47Bpptuivnz5wMIDPm0adNwxRVX4OCDD8btt9+O5557Dtdffz0AIJFI4Mwzz8TFF1+MbbbZBhMmTMAFF1yAcePGtZGa7bffHgcccAC++93vYsGCBWhpacGpp56KWbNmRfQnr776Kpqbm7F69WqsX78eS5cuBYA2IpMP//znP/Hkk0+isrIy8vn48ePxwQcfFHRtLLqccBx55JFYuXIlLrzwQixfvhyTJk3C/fffnyOIKRZ07+ZDey7QroQ1yko2VHhIQ2ldxi5D3hF3MkGjqHF9l54kbpajfcqX329DH3F6ATi25Xv2tRFhZgaN1BgEs/O4okTsBwmKEjElO+y/9ZiwbWaAqC6iWf4SrOvB5eIbEdS4GJL9bMO6IBxSXhF4KTbeBKj+FHh9NfD6P4NUWiAgAi0Ath4MDB0ZhF1amgLC0lAXVCJlHRFeU/YjKX3UOikaWtFKqUritLy6naXzXPlMauYJwXtIzws9RUDg8dmQ3WcwggXwqhAunFeG6DOjUANtj6fb85wtwbJhHiBax8I+L0D02XD9/rQf7REW+38x4Yo4gtGfCUNfRHs2btmyZW0rrQLA3nvvjdtuuw3nn38+fvzjH2ObbbbBPffcg5122qltmx/+8Ieor6/HSSedhDVr1mDffffF/fffj+rq6rZtbr31Vpx66qn4whe+gLKyMnzta1/Dr371q0jfDjroILz77rtt/++2224AUFBtjXQ6HcnUId5//30MGTKkwKsTRZfX4SgWmlvdH6EGO27wy4d8+ok4N64OzoX0Tw0z+2n/t9tqH5Tk6Ow8H+EgEeK+ZQjTTYchLCClxcKsy962m0F0Nq4uez0fJUnUdKzP/j8CgdEciYCU0LA2IVgXZR2At7Lvt0TgpdgeAfkYPiwQjlbWBN6KVGuWRKwPNSoVAAYNDleTragIyEZrC1C3Bvh4PfAOAv3GSoQFuSh+rUBIvrmWii6kRvAc9R7y3Lk/DXYdwqJpJG02TEXQ4Ddm/9YjIBsMsTBVmV4kLW+uhFv7BOQ+U0os9D2fF+0/yWJ74PNAjY4rcwlo/3fWUX1EHOnvr+iOOhx/Rpid1lE0Avhy9v3EiRMLCqn0Zxx55JEYNmwYrr/+egwZMgQvvfQSNt54Y3z5y1/GFltsUVQWS6/KUhlIsJ6Z9uLLMNu6Pi9lDFbd6dbVbOPnccYhjnC4NB/aBg2R1rdg0a0ahG56zrY5cNMI8XM1REnZR8Wf/N/qYRRcIwQIwyXl2b+NCAzzBoQGcE227dUIZvOJtcGKsTW1QaproiwgIOUVQX0NIpkMQifNDcEr1RoQjnXrA+KzPnusBkTDHC0IK6GSBNEzYWfs1JgQ6oHS+6XegvUICRgJHkkOSRyvN18kJ4Oz7VUi1F7o9WSfVNvBfZXk2v7qS0OFQPjM0oPV3u9BQzP6TMSF/nitgPZJhvdKdC9KpeHoSEilv+KKK67AzJkzscMOO6CxsRHf/OY38cYbb2DUqFH44x//WFSbnnD0EvTG2Y6SijhdCLcjaHwKHWCpeeBMXctWa1lr9WJoPF9DUDrjpoiRhKBF2h+KwEvB8IkaTrbRKm2sQhAeqEFAJqoRGm6GLtLZ70dmt12X/WwtgjLfVa3AiDXZsEJZmPJKT2tLtvz5+tVBew0IZ+j1CMjLR9m/q7PnQG0JDbzVVrDkuA11qd7B3kOSDRpgICxmthbA2wiLj/EaqseCBEHL81ttRhrhOjcaOluPkPTAnIveW/bXpWHQ8yqEbCgoqo2DJccWpST8Hh49jc022wwvvvgi7rjjDrz44ouoq6vDCSecgKOPPho1NTXtN+CAD6l49Ci4VoquJ6PeHl23ge9dniCdjZII0BuwCoHxHI6QFAxDaLS1CqnqP1gifRmCMEZVdt+h2XYSCEM9VdnPEwi8HU0IjPEm2b/0DPF8xwAYMjjwdGTSwWJta5uD47AkO/u0IduPlQgzQRoRkJ8GBORmXfZceMyR2T4NlutHoqHGnmmzChpqJR70nNRn912XPf4a2a8qey0o6CWRA6JkBNIX9aYwvEQPDT9jXz36NrojpPK/6FxI5WvZ9z6kAjz22GPYe++9UV4e9Uu0trbiySefxH777dfhNr2Hw6PbQZc1002rEXWjc3ZKQ0PjSwPmCn+oDkFj+UDgYRiGUHuhNSto9FRIyRk4tQjlCBY6q0BIjogKBPqOWgRGngW4aDBrs8dm6GM1ggXlmgFsXA9U1wfHq0PgwViHUCvCyqFN2f5tLOe8IdvOOgAfIGxjHUKPEOcguhYR9RQN2XbpVShDSE54HWz9G4YbGHpgP5uz/SF5aUHU+2K1Mja8UynHUq2RepCUlDC84+Fh0RNZKv0V+++/Pz766KOciqZr167F/vvv7xSUtgdPODzyIk5bUmwIyIZQSDL44nFobJihwlobdntu6woVcMG2YdkXi4EpqdHsDULDCuUIPBdAGNZRbQCzLrjqLcMLDMfoebPPLBJWjdCwrkXgwbBFyngu1E3QeFfJ8dlP6kjKEGokNP2V14rt8n/uY7djFgxJh6bP6vaqmVARqup9NCMoLiTB/TQbhloeki++p15HNRxeJ+FRKsLhEWSyJBK5qrZPPvmkaDLmCYcHgGh6LhCfKQBEswUKIR4MPbgKQNGgAKGRIvi+Wb6nN4LGjLNdCicZ3iDJqETgZeAS9jw/xutJDNQYKjmw4kG6/FuybY9AEKoZjDCDhh6Wiux2TA3NIAwXLM/+rc5uvxyBPmJHhEQLCFNTaxAlTM3Z943ZYw5BSDiYpsuU3SGyL0MbNeZ/fqYVVHlsFXuq+JdguEsJAAmjpimnZTurKVHthhIH9o8iXSVpruwPfS7ppSrGG2KFo/YZsILQjupFPDx6K7761a8CCOqBHHfccZGy7qlUCi+99BL23nvvotr2hGOAwQ6grjoEui3MZ2lEyYnNRKHRoKGgUJPueNVhaBhDB2tNu6TRdmUnMCwABMZyLIBR2WMORa42ROtw0OjRwG6Q46gA0taeoFu/GqFo0npeiKrsubEIFgWsNOArERKY/yLQQ2yC0NAzvKHXkddMF6erzbZHgaYShTUAViD0wgxB6GEqz37G66KlyG1oiv1sQFjfhOCxeUwtnMb7zOPbe6EGW1eR1QwoW4smukh2CM1M0ufSlTbbHlEmYdFjauq6/a3oM6yZPyl4z0t3olRZKgMZw4YNAxB4OIYMGRIRiFZWVmKvvfbqvZVGPTqHuPoc1iVe6IBWZv6yDcLO9Hksq5ewhb+sm1zrXehy6XHiQZ3hQrblgmIkGHUIZ+4EC4JthMDjQDJAj4YSB54v3fxAQFaY6tq26BpC74udTfN78n6tQcFz4bmpLoVg5skGBISgMbvNdoim/fKasZ/Ncg5alIzH5D3guigZhF6LDxEIT0dkrxN1Hfb50nbU28XPqUXhcejRaUZAKBoQal8o2kX2/1HZ/g5GlJyRAPKaqVfCpl6rHoSf67PJe0ii4/JEKDnmtctXs0PJhx6HHhD9HfC7fOmyKfOZR+lQqpBKoaXN+yNYX2P8+PE4++yzS6pl8YSjFyLfTAoIvQwZdPwHpm5rlzYjLr6u31kj7gq/sN8V8tK6Ctp/3c+GVSDfawiAqEIYMtEqkva66bHU/U6DljTv4/bnNmr4SX7UcHIf9pvtJhGKIOsQhlgGISxspmXb2Y6duZFwcH+2CYQeGhKOIdlrtB5RUak9P56XJZtp872SSRIOJZf0ePBeUU9iQyB6HJKDBKLGGYim6Kp3zSUe1nPR89HnSrUiquHRdVraA4me1g/hc6l90t+FpnBzX/WGePQeeNEoMHfu3JK36QlHD8EV2gDcugkd9Es1QKlL2TWIW++F/WsJh86GYdqx4QydTaccnytU0Mm6HE0IjFgCIdHgXzWUnOkqydJzt+5uLSim4R4N47CwlWa3pBAQhsEIhbAEQx+qvVCisDZ7DHpnNkIodgWiOhV10zchrC+yFoH3gmGYoQhrjOiaJXUA3kdQsXQkAjIyVPpnw0fWkGvmkJIz6ylKIyA5TQi8OLxm+uwoyuRzeppIsGxqrC7cxj7me07t7wiIkkYdAFMIxbi6/kwc+IxxG0vAXZMFkh0SQm7vha+lgQ+plA4rVqzA2WefjUWLFuHjjz/OKYfus1R6MVzEIlf/m2sEu3L2o8I4nakBUaPgIhvWJW4HeUsiqJlQoqMDrCU9QG4oAwhIxSCELm7qDjQNk9tzxs829S/7RHEjv7M/CB6fL4YLWCtjg2xHwsE2uB6LGmeKJtMIK4fSS0CPQaVsB/lL8qCkU6t7rkZ4TdkWSdTQ7P8ZBITjLQRiV4pqtUgXy5NTi2E9DQwhKYmgN0u9Xyw8ph4aJXsZ+V/vu3qbNMRCEsD1dUhGFPoMthfyy6dh4v42/JLv96j3xKK9370nGaWBz1IpHY477jgsW7YMF1xwATbZZBNnxkpH4QlHN0AHMnUbK3pidqMhDg11uLws3N5FJqyuhO/1HF0zZztLVe0Ev9cZJBCSBS1Trn3moE+hI0mOVhTVGDs1Cdp3q7nQMAIN/gZEQyXaPg27uuhV1EmvSYPso1oMwmZv8Fw5M+d6LvSIVGfb3IDo2iXaxxoEoZt6hNdbhbU6Q9T6F+yH9TSouJeaFTWuGhbKONqxIRbIvvxcxbPaFrNgrCZCDX97z3N74UvdV0lIRycC3TGB8CgdBrKGg3j88cfxz3/+s6CVZQuFJxzdgPYU8T0BJRlliBIINdTclnC5q/X8rOFwDfI6I6aBpnFSDQbFepzN6uyFIQAr3CNohPgdPSM8HhBmwGgmBo2t1S1Uyvc81iAEQsiRCNd5oVeBoSIafjWCTQi0FJ8iELsmERKFZoSGVXUaWnq9DOG6JiRAvCcNCEIsqxHqN5gtU5b9bBRCosBQED0rVjybREBOrNiSpMauf1Ip++m9VrLAtkk6WhH/G6GhJxliLRJNwyXZ4PVqQW5/O4q40AzJnuo//My496BUIRWv4QA233zzglaV7Qg84Rig4ECsngcgKmqzs0N6ZviX32kqIhz72JALjRT1DlXynZIgnd0z9MF26K5XjQKJhbr1yxCKMCmW5EPPLBMSD52F67nYEt0UidYiCEtoRgwQGjtW8mxCYNhJoFgltArh8vSfICAgGyG8N9SqrEdoaK0+hKEYei/YBx6XglTdj2XYSZ6sDqcGYQiMJIKeJuoaqhFdgI1Eipk03JfXzl5DIHzOWNKcUH0NYUW77Ld6UFLZvmraqxWqalgoH3rjJMGjffiQSulw1VVX4dxzz8Vvf/tbjB8/viRtesIxgKEG3Yo9Xe5mwqbhMrauHgEaMLrq1ZvhKgKWLzqo8X9LNqwBrkTUwCmxUS+IEgsaOBtSYps8HmfadNXTm8FtINeBYs7lCAz+UITGtQ4BwaBgk8f5GIH3gQvNNSIkJ8PN+VkDrcLFGoQlzFdnj0edRhWixcnoQQFCLxPvB0vOJ2V7eoMqEaYBI/uZrlKrS9XzXtMbpSSR19xmcLiKd9m0VhdUe+TyPiiZUfLhyYWHRxRHHnkkNmzYgM985jMYNGgQKiqiFXBWr17d4TY94RjA0GwTfQFusmFnigQNEb0eSdmWxl9XfHWlyGo4J2P+quFoLwNABYtKMtTIcfaqrncNlcQJZtVj0mq203ZplBsRhE5ITmikWQWUSxOy7bUIwhc0wI3Z/9dmrx81C9YrZWftev4bEGpFgPA+8H+SDhr6MvOy+h5CyZrVv5CQqeeCRERDd7oPkHtcqwniufL4Lk2QDYlZIqvhOh6L4RjXQnYefQs+S6V0uOqqq0repiccAxDWIGuKqxXYabaArY9A0DugegrOxLnWiBo6Gn8X0VA3eBpRo2U1HpreyGPS88G//E6PQYLE0ubUTdh6IaoBKZfPyxDqHWhglaiwMNlqBGES9jmNkIQwrVdDN+sReESGZa8ZtR7vIswmqZHtNZRlhbUMr6TkeOwfvRgsQLYeYXhkEML0YnojeC+S0ibvny6wR2LH/pQj1MakZL80olVTeT4V0i6JTLm8NDtGSa4NvZA4KAGG/E3I/5oJpIvI2ewXj74BH1IpHY499tiSt+kJxwBCAoEhUte5DZfYmLeLaOjMFwiNB9sl+WA4owq52gpCZ6yaeqheCOpGSGK0v2yvRl5KELgthYk0hiQFJAsa9qEx1/Y1i6Yie14kJDbroh6heJOhmFYEoY312RfDUAxnMIV3VfbzWoSE4x2EtTV4HCUCFdnv1LjTePN6anqu3iMgLBG/LrvNIOQaajXSNOSq67EhNfZL+0D9hysVuQLRAV/JAZ81kgkN79CzYwmqPlfWG6YkNyl/VRhqSZxH30CpPBwDNUtl3bp1GDp0aNv7fOB2HYEnHAME1FMwI8R6MIAoqbCkQ2exVmRoxZpljr82g4R/1Rhy9qqucHoTNBwD6QM/oyjUlgN3aTVo6HmuKlwFosaZsJk6lfI/22ahqzUIy7APQaiF4EJuLPm9Qa4PM1HoeeH2GQCjEay7UoOAWGyEMLOEmSdJhAXC1CtErw8/b0BYQA0IPSZcME4Ji+o5XFlMcR4PGmrVRiiBaUKYUkutCLOA9BlSqMeJ+2qmCp9T7RO9FK5sE25rn29Nl/YYuBioWSojRoxoW5J++PDhztobXEXWF/7ycMIK9YAooXB9pnF1GgK2VWa+t7NHG56hwedsl8fSzAfNVmCb7LMKTtUYaXErW/Jcz4VkRhch03CM/gjSyJ0lxRkfJUWWdDQgJER6jVRvwZVeaaj1WLzmVQgIhha9akJIGJT8qUEtQ9QA89gUdmo4TQWvTQg9POqZss8E+6heDKvpUG+VElxLBhS83/q8WTc5r3cZogSB/eEzVoFov62nI43c4yuJ1pCLR9+A13B0Dg899BBGjhwJAHj44YdL3r4nHP0UKnLUNFN1E6fM9rqtizS4RHpso9x8x31akOsdoHGifoLLwzOOzowK1rXQaqJ6TjTo1qNBMpOS97q4Gg2gZshwsNGMD5IehaZr6qxdvSgJBMa6ClEtBVNH+dqAECRDGlpgSqqKS1X4qnCRIk1PLc+e/6fyPa8ttTeVCLwvLGpGzQhTculZ4LHodeA15Hckd5lsW0pYeT/ojUkgXIXWerL0mXQRWDUQ1vvGY9lnT8WvSlhIqvgc8nljqMhrOvoOvBajeEybNs35vlTwhKMfIo4oKKweQ0Mi1v3s2o9udELd6HZ7zmhJemhc1aNBHQYLaFnvhdWdaOYEDQc9Jq73TK+kEaIGQ7Ng2M9mOW6VfK9GjuevXhUShiHIde/TyHKVWLahGg4aPfadxpchB14HK6wEctc4IWiAGTJag2Dl2JbstR6CcBCgt4IrvjYgTN0l+bFrzegxtKAaz61ezl31NxStphCGmZLSDp9HejtUk2OzUQgll/b54jHjnu2E2Y7HpJCU9T2UkHp4eHQMnnD0A7hSCAt1BatLXoVzOpCr1kL30Rmk9ZawH0B0VqylyssREgwKTGlYNUxgQwU6S6WBVpKhYQsSHhWfstCX9fwwzNGM6EJxtlaIXl/tD68HSQqvC0lMXfbFCp0w7WjYiwQECNdnoTeHBIuzboopqT1RoS/vAUM7gxHoQd5F4MEYi4B0WPFkCsCKbH+HIfQ4afjKepzoTeE1qEWYHVMn10RLwmuYpw4hUbNp1OrJKkMuYdbrYNdZsWES671zoUxeSkD0Wvs02t4Hn6XSu+EJRz9AsT8UG//XttQzojUraBCAqEtaZ9cuz4gKRdUwcw0QGhc1YoSN12s/XRkL6hq33g6eM/cjUVAdCSuaUgDZgugMW8WQKphUaOiIBsquH2IJnMt4Wk8G2+ax1Tuj94yfqQCWhrwagaeDFVA13Zj9YWZNPcLMHB4zKfsoOVSo14MeAvUMaLVRnitBEqL3SVOvFerp4n3kfWOqL0mQhmJc3inVeliwn1bP5D0evQtew9G74QnHAIUaDU1vpHGzM2aFzsoh+2kGAQ2Y1lvQDIgkQo0A1wRRI8Qfvy7Apd8DoYFhZocaLZuBoOEU9oUzYDXMNi2XRIM1N9TwWl2Lhgx4DZsRGD4W/GKGhtaQsGJePS8aazXuqhfh9vbe6Tol6n0qR+DRaECQnvsuwsqmNWY7lnFfh5AwaPiFKc+WsLBPDNXxelGsq8SP5897TGKr2VQpBMTHaohIGnQQY+l4PWcSAq1Cq8dWrxDb1eNYgbV63vjeazw8PNqHJxwDDJwRapaChkXUUOWDxsdVW0BDxDCArjGiA3oZolkQ6sFg2zQCqjNR7QgNK8tqa+puElFDrDN91t7QFGA7w1Vxo4Yb1BBaIsZrpiSnEWEYpT7bTjkCzwK1KjxmGtHF3lS3Um5evF56jpqF0yLtWNJYBWAEgnu0AsD7CEItwxESBC3cpfdDnx+SgzhiqbVMlHjYImX67BA2vNQkf1WPw2unxCEO3E+PAeQ+Cy3ynoib/WofvEu+51GqkMpArcPR1fCEYwBBCYa+CP5YC9V/WP0B61lomEQX7QJyZ7RWM8JZOo0WUSbfcXDXmbwlD6phaDFt8b31UGi83maEaEhGz0c1FYSuOULvBg0lr5MuJmePodlEJCHM/OC10IFVwycur4aGd1RXw36szX5OTY0VZlqPFp8brSTKNglec/VolCF6/wglwCq25bNBz5EdrHTBvUKfWV5n218NmSgBsd4P2xaQG/Ly6DmUKqQyUOtw7Lbbbs7aGy48//zzHW7fE44BAJdHQ40pB1VNZywEzCYYjHBFUhIOje3HxcSBqB5CQwXst82ESZvtrBCR33E27DJG9OSwPZ2h2xLsLNWdkrY1bVYzNsoQEo0WhCLROoRZJ0OzbVIgS7SYvwwlNCMIffA6UJCqREWrlnIfG4bSbTWVmdVLmxGUYqdIlhoOTV9VzxX1FboejR7HhqeAXA8IP+e5KbGwIl16t7ioHT0eG9DxcIbqPBjO03sIREXAVqdkQyyebHj0Fxx++OFd2r4nHP0YrjRSq7tQvUJ7LmmiEmEZcb63q8LGEQ3CHtflbbAFvTKyH2fWGkvXfQlNwyWZakCYrplAWO6daa1ANKNBZ7zsu0I9NSmEa7Sszx6H4SNeLxfxs6XHWdiLWRers/9z6XiSlQxCA8zsDCC65ozNpFFCVwNgJKJhqUaE94QLzSH7vhZRokSPhCUc9LRo2MflKbC6CQtLAFzpqrzeTa4G8oDEA9KmEg/NxtJzVGFyR7wrHl0Pn6XSOcydO7dL2/eEo58h6XgBUTe5znStO1gNVJn5jMafM116A0g2uI0V29lYuKbZqpeCngWtvUBRK/uuhkezWazh0vU5KNikEJalxUkAuLicnV3brBF6HVQvoAuFAVGvQAPCMIUNLcF8lkDoqdDrmERgSNcjrG9BkSKNHZexJzHgPdK6EvqeZILHpvGm0abWgYva8bzoTWANE8h3SgwtObOEI222syRIQxtKXDXzhfdAM2FIuhrk+C7C6iIImq4d5xHU9Fr1xOnz7NGz8FkqvRuecPQDqHFUQ2y9DHZWZkMXLpKhg62GHZRkqPBPj6WggVBhKv+ql0K1JXbWaz0gem7qhVCNgYYfmJrKkAPDP0wNVU+ACyQdajw1+4Kf092fRu7Cdbz+JBX0ZJQhJEbcJinHJDljGAMISSONLGf41QjJmRIkXhtNweV157NgiZ16U1SXodcEpn2FzQJRbY1CCaMlqPY54POiabJKIjSV2Ia8lEDqM6jIINTbuIiPkreM2a9QL6FH18B7OEqHVCqFK6+8EnfeeSeWLVuG5uZo8HL16tUxe8bDE44+CEswdCC1hljjz5oeCkRDFvQkKCFRzwYXAdOKkzYsYI8JRGfXqktgumgZwpCGXbGV7auQkgOKi+DEERAa5bUIycEIBKEE1SWwHXs+No7Pc9R2tcgUryGvGwlHBlEXPjNV6LFIIfAisPS5FVdq9gfJUxOiHhzeLxVTkrzovbIEk8SM15XhJZIyhlx4PkMQ6h9UV0OUyct6OeJElkpsdWDSa67b0kvD68RntAahh8bW/nBpZ9Q7okOq9XrEEXklkOyvF5J69HVcdNFF+N3vfocf/OAHOP/88/GTn/wE77zzDu655x5ceOGFRbXpCUcfAGdyLuPu0ixoOiEQHex1ZkjjoYMpB2C69unR0BAK+6LQsIIOyho2UPGgEhnXWilKGEiSqHNQUsXZKxfq4gyc4s1WBOGI1dm/QLAY2kgEAk6SJ52JqyfDXj/9jEaYRIbGjgbH6kCsgFJXqSXxqkaUVOh1U71LOntMFb6qaJT6FCUBKoTUz9gf3gPNLOH9YZ94z5jSSwLBa52S9jSFF9IX3U69cnwOWHmW14xkzHpX+L16HHhduR89P3pO+pxVISSCgxANVdlj25CJJfl2EpB27OPRtfAhldLh1ltvxQ033ICDDz4Y8+bNw1FHHYXPfOYz2GWXXfDUU0/h9NNP73CbnnD0YqjB0gFN3dga/9YBPa4t9WhYvQKh6Yta4Mkube/Sfuigr7Fw9o9Eh8exZatpJNWw0/iqSBTyXsV9PA4XR2tCUMp7DcKsjJEIZug0mrqvy72uxs72i8vMpxAYLA1P8JroNYvLbOC2lQg9HJoam0aoqaiS86deg/1j3Q/O5vV6qUhXNQn23quHg9tyX32OSE74TOo6JmXZ66HHUg1EyrRNI61eLvYngTAMZj0HSgQ1vKeeNdUs6bNUIduwgBkJiHrVqJOxNWrsM2O1HjZc5dH18CGV0mH58uXYeeedAQC1tbVYu3YtAOCQQw7BBRdcUFSbdsLs0QvgSg0kLNmIyzbhi8ZYvQl8ucqIax+spsLVD0Jd6JYo2f2tCFUJTwa5A77WelCdhWo9LBEiGahHUCkTiGbWaLEyQoWAkO/S8p2SPPaN4ack8sOGHtRz4hrs9HM1fuyjGlbeXxbkovhTZ21sQ8MxVrhroSTV9Tzae+4iN3zZ+6T9Sjve27a1H/qZkrl8JDiNMGVZr6Uej2Jj/kZ01V+G30iQLVSn4gozeXj0JWy22Wb46KOPAACf+cxn8MADDwAAnn32WVRVVeXbNRbew9GLYEWfCuvJyCdQo2FQN7WGDnQWZjMHbD+syl+3Yz9pwJUoKZFQ46MlxtXlzu0YBnIN2Jq6qBoSvSaaibISQRglhTD9kyW8OaPl/rogF6+XCi9tGICGS7Ubes+UgKiWRLUmLvEr5Dy0Teo8kgjXWFGDyr8kHKxqyvMkSMQYchmMMFSmWhuFeid4T3QBPqsj0rVP9LnV61JuPtdQkLan4RaGBGH2U22Q/Y3ofSDRsuEiEg0bqtMwGxfzY/iIOiT7bJDsevQMfEildPjKV76CRYsWYcqUKTjttNPwrW99CzfeeCOWLVuGs846q6g2PeHoYajRsCp4IJxZW2NvhZn8qyRBxZ12QGUbcTMxJT7qbVDDZtemcAlXVaxK17TG+dWFnzIvzoo1O0bPx56HxuzXIgij8DjDERhXNTKEGjtmJ+j5sP96jXS1UF4D9UIQJFlAmL6qS7xb0sH9uWCcXlP1tLg8TLxOLdlz5/XQEAXPdV22jQYEq8Ha60J9BBASB3oJSIj0GlpSasN8+pkaeEKzbzR8o2SWJEGPB4SGn6JPkgqtDsvrzecECL09fJ40tZv9VH2IkmauLcP29Lg+hNJzKFVIxZc2By655JK290ceeSS22GILLF68GNtssw0OPfTQotr0hKMHkY9sqNs93yBmZ7rWC6AeB4UaBpfxYtsWehytxqnt21CAXUxMjYAaUhUgutzqrvCMngdJADMOCA2jWE+EajTYBjUd2icrKFVXvK5GyjYJ9UKxf/mg4SSKQS0ZpDHltaN4U71a5YiWWNf7w/NnbQ2m5saFhOLCPbwG3E/JE49htS96Xy14rajXUKG0PpPq1UkjFLXq9bfH1X11W0skKxB9BtQbZUNKSsoI9bi0Z/jsc+zRezBQS5vnw9SpUzF16tROteEJRw/A5Uq3mQj5QiaEGn5LAlQjAUTdw5yJa/u2TxzwbVy7DGFcm/+ruz2FKJHRsts8nhp99WywYBb7ZLNYdBbNgZ7HaUao16hD6N1IIBAvViNKwHhsq41QY6yhEP0fCEMwDA3x+jLUUibn4iIgKUTJhXqweO0h25TJe4ZU+H0roqm9vF+tCDw9NkxQhUA8S0/QpwjXUCH50OvjGiRUt0IBJuSvbqfeDjXSVkNDTwpXfKW3hqRCM0BUu8JrR5LNLBVWYOWxlARoGIb3imEeFZMqydDwjBIXPps8rq60bD1eCv4W2DY/8x6S4uFDKqXFG2+8gYcffhgff/wx0unoFSomNdYTjh6C3jqN/xYCGjgb0rCaC+uytmELHXx1ANc4uxp99WjYMIoSJoYmOKBrPQQr8qNHgvtAzmsQoi51HkdnqBzYGxAQjbUIjBVhvRvWUGs4RY2Hej40RVX3TUub3J5GLpntv3pzuPw7rzXbT0h7zAricSwZ4XVyDY7VCImjajnqEBJGEsVE9n0q2996RAmkPX9LDlSrQKNvtReQ/ZToQvpPQsNwCZ8jXbBOCZUSD4L3gAsGlku7FQiJLNsFouEyG6ric6HiYuvd0DAN5D1DbBoas/VAFLz/et20b97z0TH4LJXS4YYbbsD3v/99jBo1CmPHjo0s6pZIJDzh6Cso9sFWoZsNmWiWCKFs3xWasUSDbXKGrR4NV80OGlqdybHKJrUaWk3Upeuwa4DQG0HjYj0SqmdRwR7TUzcgDKfEZVfwGqiuhGJO9aIAUQOvYSKbzcLvWxGunzJEtlOCqDoBvT/8nPrvZsc2/NweX7MxIG1oWie3VU1HrRyjEVF9TCvCBfBUgKzXhvdRS9JbwkuDqnU7bOhINR289ywTvz77l6vbcn8rHlavHL0p7I8KbW1tDfXMafqt6nlUcK3PshWyurRVvBbq7VHo71LDUTa05+HRnbj44ovxs5/9DD/60Y9K1qYnHH0I6jJWw2/DM5Zk8DMdtOyMSkWi1mXtyjwBwkFS00O1fLj1pLAfapxZlpuZAEnzUm2E3ZceEp1J2kHdErCEtEODqboS9SaoQdTP1cMSJ/BNme10WxtSogfABUs2rIcHiBbrovHmZ1UIrwvFjmyL5IOhAG6jHij1illCCznfOD2C3d4+p0pYtX19BklMlURo2IntWoJjSRjvt5IE7bu9rjx/kgUScNd10HNTrYj1XrRHHuLIB59Nj/zwIZXS4dNPP8URRxxR0jY94egjcIk01dMARA2xnRnZDJKkacPqP+jZUJGoGiINzSjB0MW/2Cc1MloBlGSDnhutZqpEg8fkfiouVaGoZsDwXFXsyZd6YzSUw5mwHlONVBrRAY19tKSDUPKhfYojiHrfXIOfaiHUc0JNDf9XEgmEHiSeZwrR0BlJiWptaDC1BD3P2YbqNLuHHgdXKEyvgc7e2YZL20TipFlEjQg0J+UI62OQgKg3i8+thn803MQ2LWHl9lrmXD08SoxdWixLDDTcQu9JIamzXs/RcejEoJh9PUIcccQReOCBB3DyySeXrE1POPoAXARBZ8iEDuB8r1kDShzK5cVB2Ho4dKZohZpKMlw1CeyPXsuTM6ZOI1WLwOixJgTPRUkL/6eI0BoJ/uW10j4oQVIPCdtSjwOPw8HHrqrL/dU4Wq9GHJSouL6zXhH1YtnrT3KlmhM49kuZV332L/UOGu7Q+hkqgtXF6fg8qHeBxIxhDxVflpvtgGjmDa9di7zXa6SZN3y+NiAUeTYhrBjLUJyGMnivyqU9EqMKOTdeL4bP1HvHvxSgavE8m03D5yPOu6W/xUKJh0fh8BqO0mHrrbfGBRdcgKeeego777wzKiqiknBf2rwfQo0HkJvNoCETIPqjsbNdEgwOkhx4LaHhvmyXxoD/07joWh5qDO2MXQkByQmyx65FsKYJDUZS2nF5FjR0Y7MBVBdg2yBBAaLG2woCVWOgXhUbGrJG0+o62HbC/OUx9LyUtKiRst4EnbkD4QJvWtpcCRG3VVLCeweEz4Oekw2D0YvTikBLQS0K92cfaZCbEBIOEgCef1y2BxDVUWhhMq0Pwpc+R9QA0UNWLdvb3weJlYYK2VcVFfP50uPpveWxeV2t1siG5RQkJUruWxzbeXj0NK6//nrU1tbi0UcfxaOPPhr5LpFIeMLR36AGRw0TB9K4uK6GTyzh0Flt0nxv49JsWz0DNNwMnbi8GTDba9aKurbVBa/ucBW4qvHjsTkjVm+K6g1U76BeiZR8rt4fvqzWxNUPSxz02gDhrFkNrAsaNrGkynU99R6lERJF9Q7Q45GW7dQroeeZL3RjQSLCcAYQFXnymmQQ3md9tijw5La6PZ9rJUWZ7HE0FFJp9tdz533XexOns9D+8lqxLXpl9LzUY2aJh3qkGGbhsa3nkbCEUvUeHp2H93CUDm+//XbJ2/SEo5dDBW12tmZnz1ZsmXR8ry7xuOwWHs96KjSNVHUalhjpTJvVLjUEUIMw44Clt9XLwP1VjArzv5IN60VRqM7DurjjvA5qSEiWNAWU5wzZF4jqFyB/adSsSJKzaMj/Vn+TRqhVYL8p4CTxo36FC48BubNtq49QYSLkvd4Dni8XgUshSLG12gb+TSC41/QM8RyoM9HBRo/FZ5PGvhJBejPvaQOCjB8tz89zyCDUAvG51PRYtq195PGVECmUuBF6T5RwA9G0af2t6fUB3OTOapw8OodCSXTcvh5uZDLBr0RTY4tB3CTAo5fAzrKtRkLDI6yzwEXKKMKsQq7gVGdXQDRkoeuEcNXV9QiKavFVj9AQ2xf3bZSXzlTZP/bLegyUWGg/tIS0zurjyAYQEgbuT6NuBbDatl5rGjwek7N11dOoa70aQWov03utwdF22S89NxXGqn5Brxnv8WCEK9Rqm1r7hEaZRtXqf+z3kP/5GUnHYDlWffa6cH+S2ET22KsRFF+rQzT81upoH3KuPN9BiJKjNdkXjwnZntuwDguf0TqEZITPoSuTiboOva9a7I7Xn9e7FkE5+CEIr79eO32elAjF/Va8jsOjt+L3v/89dt55Z9TU1KCmpga77LILbrnllqLb8x6OPgD1NGjow4ZF9H9+3x6jtKxeZ/qqj7DlyTW0o7PBjHmpZ4ZGSeuH2Bm1Hlc9GDZcov116ScUrnCD3V/1HbqPihmtkFb7rdDwhW6rs2nr4eB11fAM91FvBf+q+FHbtqGguDCNalas3sBuyz5qfQx9Dtge7y/PjdoK7qszf9dx7DlXIhRqAlHthA5cqrNoQhiu4zFIavX6xIUlbTiEn6kmhtejGuFz04T4Z9D1eVw41KNz8B6O0uGXv/wlLrjgApx66qnYZ599AACPP/44Tj75ZKxataqoBdw84eilsIZYs0y0GFFcpgkQNaxquPXzMsf3DJ/QkOvsVI0wj6Xxa8h+aoworFNvC2fEnOGph0O9HOrNUZKSMn/jUCfvVShJIqFaFJ0xq9dAZ73lZjs7W1aCpToAniMHRa0YqiEV7puP1HAbFQHzfrSafVyCVHXlK9GwpAUIrxfFmBpS0OtSgWDGTyFmEwJPBw3zYNlenxd7XTIIa4M0me14L5myraBngYXIqrLHVgGoTSm33h4rgiaZseEYW/a/AlFhdHvwZKNr4DUcpcM111yD6667Dsccc0zbZ4cddhh23HFHzJs3ryjC4UMqvQyqvdDYNl3pqsTX0uY03hoX10GUHgpdWtu+rGufnykBULGmzqAJ1VSoZ0D7qd4N9aZQi6AucLu6LGfZHPCtwY+DLQfOWLyGURQaVmHIIOl4sS0acLrhuXqskg+9r+oh4HXU62mFpPZaW20OiYcKIK3oFsi9X/q5HpPEUj1bPC6fvRTCcAln+tUIwg9DEIZfNNRRhzAcY8ODNnyoGTEKhkpY/hyIej3oXdmQPVaTbMtnaoP0nS/V+yjB1nuiniNefxLpQfLSGiQe/RePPfYYDj30UIwbNw6JRAL33HNPSdp95JFH8NnPfhZVVVXYeuutsXDhwsj38+bNQyKRiLy22267khyb+Oijj7D33nvnfL733nvjo48+KqpNTzh6CdQFr1klOlMj0bBFwFwCUiDqRo7TQtj4MsmGDtKqf7DxczvTV68APRT0vqhRBEJPSj5tBs/Dilv1nAqZmajnh2TDGlPCnoeer0toCoTpqdRwcAZO3Yc18mrE9P84PQyJm0uL4/JoqeG2IRMez2aq2DAW74/qTFSUSkJBw83rWIHAmzFE+klPUqNsz+urHiyb3WPDJwTL2LMeRyVCjQWhgmV9tvie5LYB0WdcdT5sW8vS83el15b3hnqPWoT1Zaw3x6PrYEO6HX11FPX19dh1111x7bXXdr7zWbz99ts4+OCDsf/++2Pp0qU488wzceKJJ+Lvf/97ZLsdd9wRH330Udvr8ccfL1kfgKAOx5133pnz+R133IFtttmmqDZ9SKUXQI1GvswTdQWre9e2o0ZZQzNq3HTQhNlGZ7mqZVDjygGWx1QFP1+QvmrfVCdBI2tn9NzXBZ1pFgo1zkrC+N56KwrxnNi+aqaFko0U3IbKEgEaeBv6Ssv+Kq5Uo+/qm7btyrhgv136D4UaVu5jj9OCaIaOentIlnhsPk96Lnp9+Jl6EVxQQsrteUxXBomeWxwJyxfC5H2wISvC9tUV8vHoWnS3huPAAw/EgQceGPt9U1MTfvKTn+CPf/wj1qxZg5122gmXXnoppk+fHrvPggULMGHCBFxxxRUAgO233x6PP/44rrzySsycObNtu/LycowdO7aIXheGiy66CEceeSQee+yxNg3HE088gUWLFjmJSCHwhKOH4KqIqDM9u+S8FSzqy5IUG1ax7wH3D9O6023tDPZBF5ADorNxda9rCKRS9k+bFwdiJUWqe9D9SAR06fF8SCJcfE69MTq7VqPH865H1JCrh0Q9AtpfzdSgNoWEikads2j1WnBbZgTRcOoxKxElbko4NCTjyphgX/V622dJQ2F6XnqerdIPfR6t1oLPXyWi95fPJvUrKuSlJ4CkJYXQo9Cc3U+fRUVSttVnlHqPBvne/u7iBJ1AGAK0mVTliGY82Wul901JIZ87PaZ6zgoluh59B6eeeipeffVV3H777Rg3bhz+9Kc/4YADDsDLL78c6yVYvHgxZsyYEfls5syZOPPMMyOfvfHGGxg3bhyqq6sxdepUzJ8/H1tssUXJ+v61r30NTz/9NK688sq2UNH222+PZ555BrvttltRbXrC0Y3QQVFFaBxo1JjQQHKAtERCB1fNSnHBhiOsUFT7oG5nNYpaTVFLVnN/1X0AoThURaI8LnUFrsHVZcRt/7TMdByUtGl/SQB4fjwGDVkKuWSD7VlvEY2zJQd2Jq1eE4YV6hCEANh2CwKNw+rsZ7UI1whJSjv6DOg6IWrYrTYmI//bUJWGxXTWr+SXpELFwkqASJi4CJ/NlIJcK/WoaJosENb7qJDv2QdeA4ZwXJ4K3nMeL4GAwKVkP+prrDfCpbdQYukqdKYeMnufdT/2n9dOa8vocwPZjvfKCxk7hlKJRtetW4dUKhydqqqqUFVVlbtTHixbtgw33XQTli1bhnHjxgEAzj77bNx///246aab8POf/9y53/LlyzFmzJjIZ2PGjMG6devQ0NCAmpoaTJkyBQsXLsTEiRPx0Ucf4aKLLsLnPvc5vPLKKxgyZEiH+pkPkydPxh/+8IeStecJRzdAjXXcIGcNiS71reETF9mwg6UOgi4XvW7HQU0Fc2qU6KFwlanmMVQPAYR1ImiYOMDrMXVA1f5bd78aFLvgVj64xJ2alaLLtathoZhRYe+dkiUKStULpSETNf6QY69CuPQ7jddqBLUmqAfhPVMthj4D5dKu9USpHkNLwFvCodlCvBZ21q4GU/sSXVkh6rWwmUsKS0Ia5Tv73GdkH/VGUUxM8qhl1tkG92O/eO+VnLg0MLymJLYcJFXDAURX3tVwJIue2f4n5a8NUynsc0t4D0j7KFVIhQSBmDt3LubNm9eh9l5++WWkUilsu+22kc+bmpqw0UYbAQBqa2vbPv/Wt76FBQsWFNS2hnF22WUXTJkyBVtuuSXuvPNOnHDCCR3qp2LdunUYOnRo2/t84HYdgSccXQgOGjqoK1weCR1sdFZthXTq2VDoD04HQdd2ajTVe8DtbdlxVwhIsy3g2N56cuxskLAhH4XVF7Q3oMRlB2ifLdFREmShoSu2o31RbYU9V+s94Pk3ZL8jMaOgV/dV4mVnbUr87PkpSDpVT8LZP6+BnpvdV0Mudvbt2o/X1pJrCw0P8dmztTW4HUWnem31umoIj/uqp4T90r6rN5Hnqeer2iX9XM+NpALynRJ4bTMlx9NroPeM56htAtFrzPeedLhRKg/Hhx9+iMGDB7f931HvBgDU1dUhmUxiyZIlSCajozWJxtKlS9s+owEfO3YsVqxYEdl+xYoVGDp0KGpqauDC8OHDse222+K///1vh/upGDFiBD766COMHj0aw4cPd1YWzWQySCQSEQ9QofCEowugWSRA/OCrA4uSCBtCsbNajZ8D0VmuunTjZlEaVrC1NdhfeiY0rMMBUr0N1FNw30qzLwdiDUPoYxonCrSuaetViENce2oI2G/Oittr2+pn9Ceo4kJ7n+ldSiFqLHmstQhXOmVGhfaXpEPDJ1aAa0W7es/1PnOVWBuuUlGnNabsBz+jR0VJpvVy0MuSlu+1jwoek5oO6iPoTQPC62sJInUemrqdRtSjlkC0pLqG0ngP9NyUsNBT1STvmRHjWpNIz48CWvV28Jqo2SGBS8hf61lSkqJkg/3xC791Dfbff3+UlZVh9uzZmD17dlFt7LbbbkilUvj444/xuc99zrnN1ltvnfPZ1KlT8de//jXy2YMPPoipU6fGHquurg5vvvkmvv3tbxfVV+Khhx7CyJEjAQAPP/xwp9pywROOEsLqLhQ2pBEn9LReAQ2hcGDTQZ5GxIYqbMxf+6FaAhWxUXORRHT5cruvptjyf1ffXZ4WJRuWMGXMtnGftQcO7JyB2rCD9sFqV1yw11C1CzwP6wGhMWB/4oyCrXBK0Djy+aCx17Y0hKDPFp8JDXnZMBHPm2ufqC5DZ/m8diroVAFkK6LPZkK+g+xr77V68EgoGFppRu5S8+wXn3WtHqqF2/i9aniS8j/b1Bos7I8SZfW+8DqRoFCXVCH7qn7EeoWsh8k+n+rBck0SXARTtUkk0l7zUbqQypIlSyIejjjU1dVFvApvv/02li5dipEjR2LbbbfF0UcfjWOOOQZXXHEFdtttN6xcuRKLFi3CLrvsgoMPPtjZ5sknn4xf//rX+OEPf4jvfOc7eOihh3DnnXfivvvua9vm7LPPxqGHHoott9wSH374IebOnYtkMomjjjqqyLMPMG3atLb3EyZMwOabb57j5chkMnjvvfeKat8Tjk5CwybWMwFEDaW6oXVQS5h9dYDWwdwSGf64bGxdB52M/KUh4ACqOgbW+qCLXx8MnU3prFJnV9YLoi5lvQ6u68Nzae99IaQj4/hLImFLcbP9QjwnatAz8r/OcF1hJhtSiXP52vNqQbhgm/ZTrymPzdm+kgw9n3yhDSDUKViXP/urmg19DtVbo8+/PmtAaBwTyDW6eky2pfU1dD0avUbqDaTxpnCV1z2DaJE4fXFyQNJM8kS9Fauqqi5HvR2ViN5fvcb6O9DJgpJz/j7UA2afc36n58hrpuEWeob43PFaDESUKqRSKJ577jnsv//+bf/PmTMHAHDsscdi4cKFuOmmm3DxxRfjBz/4AT744AOMGjUKe+21Fw455JDYNidMmID77rsPZ511Fq6++mpsttlm+N3vfhdJiX3//fdx1FFH4ZNPPsHGG2+MfffdF0899RQ23njjIs4ivh8MryhWr16NCRMmFBVSSWS4DFwvQ319fURQ0xuhRMOSDUs0gCih0H2sZkOJhZINGy5QbwNn1fqD00GM23KA1YG5HOFibxxo47I6GELRIlAqwNMZIpD7I1btic56rVcDyCUrHZnJ2RmuGmHrbconxEsgyCZREWxCtk8iyCihdwgIC0nVI7imQ+Sc6xAY1GXZdkZm920B8IkcdxCAodJ/Cnd1wTsbDuP5McTA69WAYPG9fODMXcMZNMQMtZCUpOX89D5Uyn68PprZpMTBhhHpqeDzzPPmysKqd7DPg1Zs1WNqRV410tyWxe34nsSJtTz0fPWZ47VgVg2PY0WoSmZJBDQtOi2fazhUvSE8nmtS4yL0GjrsbaSjrq6uIK9BR6G24my4q9MWgmYAv8i+nzhxYqdDKn0dZWVlWLFiRQ6Jeffdd7HDDjugvr6+w216D0cRsEQDiA5mNnygoQ3d3oZK6B635MM1iHGwyhfHVSPEEIpWhCTRoLHUzIK0Y1+SFDuQuYy3GnBLsnQfSwTiwAG4o4OoDevosV0eIQsbVuJ5sV1X9VTVXqjHIIPoeVrCBbOt9XxZTwW/53kwBGDB/ePOU8/R6k2U5NHLwX24fghBoqD3UUuE0/DzOEr8+JtiP5vNfjbTCcglLhouVO8B+62/WQ1N0HPEVY15XIYXNUSi14PhJCUW9jm3+5fJNVPPm33+9T3b1rVrdOyAnA+Po8/GQAq1dHdIpT+CXppEIoELLrgAgwaF9XtTqRSefvppTJo0qai2PeHoAHSGYWfxNqRhDW6F2VcHDs1iyWeY7YzOzvbtgKwCSZZuJliCmYMqj6/953FINlzG3hpbV6lwV5Ez17VSA+S6toUsikWocbaueEibhbbDQVzDAlY8yu2UWNj/7XEtCbHQa5JvMHVdU6tncF0/V/hAvWI6O2fWhxUzKuKuKY2qhuuUiEPOkwXDmJZqC465iJdqm9jvRnmvYlQlHDwW2yap5nNMEq6TANV2qGaF3if1jijxsGFTEhQtu54xfy30+bHkQ0kH5PPe6vHoCnR3SKU/4oUXXgAQaDVefvllVFaGPqPKykrsuuuuOPvss4tqu8sIx89+9jPcd999WLp0KSorK7FmzZquOlS3wBIBIDcMoAO+zmKtNkPbSjje66AB5LpmWb/Blli2Ro+uW2us6TmxMz41fnbfOLJhxYAug2gNRNw143dl5v8U4g1tPrjEnjxuIYOL3b89cqDbWaJhQwKufeyxrQ4lA3ffbZjBEh7XuRA2vKdtWu+QliN39bM90FDacABRLt9bjQgzPyyUoKoA0/ZZ9UN6nkpWSDA0RKVZJq7z5jH4mZKEspj9eG7sl17rjGzfHiHm70L1HQq9ztqmN6we+cDslOOPPx5XX311UfU24tBlhKO5uRlHHHEEpk6dihtvvLGrDtPl0GJX+oO25MIaEyUSdtZDY29FeHZAtF4NLXzF73XwbJHtXV4NSD+qEY2ra/yYJKO9IluqWYkbyGzoyYac7ABtDZjGtDsCtuMSqMZ5N6xRVvc/3efcjiRNK1DqNWRlS+ovaFQ0MyKOBNhjcyZMLxTbA3KNtopG9RnlbNgVDrNkmiEGSwapD+E5QbYrFGok2aYKNvV3Q2Opi9nZ50nvsfW6aEjQinr1evKYFKjyXtOrx5f2D3Jc9ewlEM2y4e+tXLbXc7OiUi3jnkD7FXU5sdBsIesJsh6P/hxmKVVIZfLkyQNew3HVVVehtTV3qrl69WqUl5f3rsJfF110EQDkLKvbV6ADHxAdWK1GQ6E/eLseig2hcBDSwUhjxepp0MqK6j2xbnRu6xpMVKeh8XIgNJIqDM3ngm2PaPBa6HnzmlmRn26flM95/sUgY/6yvbj+2lm3GhX1atiwF68DvyfhYCaPEkolcgmEIS3uZ0GDpPeX7eTzLLi8JZzF2+vZgih54P4647ZIIVyfhO13xHjRSCp4XZIIw3wkVxpe0PofLlLJ/qgWSX8bPL6tkaMkUgkPQyw8ZyA6eSD4bCUQJUdapdeGVawYPI3ob4CeTleY0gUbbrEeWSDqPcznceurKMQDmW9fYiBrOIhZs2bh0EMPxSmnnBL5/M4778T//d//5dQKKQS9SsPR1NSEpqaA0xejgC0FbBaFGmTXD1Tj2TZeywHMLiWvAjb1EgChQWbMm0uDc6C1YjL1aORbqp1kQxX7OpDrrJx9yIe4GDNhB27tc5wWw4rmOjsQ2oEn3zmVmfdqFPJ5IvQ4Otsk6SChTCJqaGsRLl9OVCGc0brEtJzFqn7EXiM+izRkKbOdJQeaMRGnBYhDV2gCaNhrpA9M+SToUbAzeSvcdbWtIRYgfmFEILgfSvoJai5cWSk8Dq8nnwfVStkiY3pe2leeE+95R2ptKPlwaV/Uw9LfSIdHafD000/jl7/8Zc7n06dPx09+8pOi2mxvTOlWzJ8/H8OGDcOwYcNyatl3F6wbUt3T9sduZ7sc6O1ndjDTeDPBeLDm0bPWhZINjdHrbDof2XAZf3XJpxyvnoDqDkpBNrSNYtvTe6fEQ/vJ962I3iPXtQXCkIQSUQ1TuPprdRn2f6vlsdoMDR1YaP+soW6PbHUFVNsDxA9SqvFw/U5dpCOD3PN1bc9rqBWD22tH9TVsT9cZIlHR37N6zpTg8pnT+8hiY+pZKwQcV7SvxXoBejsynXx5hGhqanKGVFpaWtDQ0ODYo310iHCce+65SCQSeV+vvfZaUR0BgPPOOw9r167F2rVr8eGHHxbdTjFQl6qNxbtmFarNcL2sCxVwazQ44KkbfgPCwlyNCActDhiapsoiSfnIhl3NFAg9I83yYhil1D88K3rNh1L98HXgL8Qbkw9qrO09pTeDL9Yo0QXDXGSDbnarIajJvjSFFAgJjep5+LLaIdUI6Szc5WIHosZQn/VCPTxdAeqP9Lq5wOurWgslHfZZ4rbN5qW/LyU7/J27VtJgW7YWiL44cdiQfdUhqF9Sj2ilX3v/bOg1bozpyL3RPvVXDUepCMfkyZOxww474Nprr+2+zvcy7Lnnnrj++utzPl+wYAEmT55cVJsdCqn84Ac/wHHHHZd3m6222qqojgDRJYDtYjddCZfQLA5Wn2FFWq5BmkZFFeV0d6tB0kHTlkK22xbiBVCyQdgMkULCMcVARY/8G6d76Srk0yEUCu6rM04VGwLRe8JiUi2Ofa2Hgc+DGpsqhOma3FYNWgJhVgTh8kwoqdXnMe5XRSNshZfsc0+kVGoqLa93KZ5RDTOxfdVP8Dv1BGjKbVyZeIVOXlTfkURwnfm7JHlQHYd6djSrBQjvoxVDd/R3Vcw+fQGlEo16DQdw8cUXY8aMGXjxxRfxhS98AQCwaNEiPPvss3jggQeKarNDhGPjjTcuaenU3oJCDRNDJnGpra60OwslDToY2RlSXMjDDnZxg7B6bPS4hPXgdAXU/d+bB7d898uVuUIdDqHaDX0BUWNJ0Lip8FA9SxRLar+UcKSQS1w6YojjnhkSXd1GCUhPkA7VQ3Q0I6aQthsREjxXvRgrFtb71V7bQJR48HMKQXlcFaFaHYoKefWe0OPV239bHn0X++yzDxYvXozLL78cd955J2pqarDLLrvgxhtvxDbbbFNUm10mGl22bBlWr16NZcuWIZVKtS3Du/XWW/e6kuWFDtbqmk7IS2e/3M7VpmXeVvRpY8lWg2DbzOdOtaI/17G7Wq+hg2x3o5gwgGtmZK+j1XTogB+nqXAdQzU/QFQISnDBNs2E0VARjx+nV2D/C70WfB4KIc7dia50/aunTzPFALfXSMW1hTzXKsxUobYKermdFZHreaunQ+87xxxPOgJ0JiTbH0NMncWkSZNw6623lqy9LiMcF154IW6++ea2/3fbbTcAQVGR6dOnd9Vhuww2tVVDKxrfJ6wRcIn+NGzCAcMqx+nhoOFJOtq1sAZG1fPaZlf+wHqL8r2QsBOQS/KsZkO9FGqQNbzlEha7+sH4PDOH+F0lwtCWajuU3LgIjQ1V2QwIzUri/3EGSgmHbp9BPJHuDnS1QbXl1/MFdDUE43rOrWfR9WwpGdeMF9UIaTsu/Re/V6H5QEepQioeUTQ2NqK5OZpfWEwdji6bxCxcuBCZTCbn1ZfIBgVcLiGoVY/bqp0WVhjKBb4oDFWhoWtBKgoA7aqc+frO46p4jUWWutpw9AWyQdgMAyB/RhHb1murGQhszxoddc/r/dTCcNof9sN1L/mex1QhoIYgrEeuvR+8EihX9kt/Rgbhb4RiXPsiNPsM5nM7Zqieyd4/PjsN8rLjgo4DPKbW+ODCi72qxkEfhxeNAhs2bMCpp56K0aNHY/DgwRgxYkTkVQz8M5oHOtuwaa02VTJf6h6QK/zUjACbZWD3tTMdl0hQQTKi7Q40l2tnCE++8ITdzmpsbNjD9klFf/lCHa4+2GcI8l49Ywn5vxhY/cBAm/kx5BEXjuJ3caEsDcOpKDUOrnash4XPjnqvNKRC4sptB9rvnShVSMWLRoFzzjkHDz/8MK677jp8+9vfxrXXXosPPvgAv/3tb3HJJZcU1aYnHA646mhYN2eZfKYDvHWvQz6zpcfjCIfrOBz4Cklpay/k4hEi7vrQcOsApveYsN4NSwY1QwGIGiJ7bPVa6TGt8LfF8Zl6VWy2g+oH2iM6qjHo6TBKT0JFv4CbvLk8HPxdu/ReLtE3wWusQlA75rBOSwWi4wW9rOyvFaIPJPiQSunwl7/8Bb///e8xffp0HH/88fjc5z6HrbfeGltuuSVuvfVWHH300R1u0xMOA7sirBIOVanb2L8O8laQmTGftVcxUDMYrGGJK1uuGIgGopSwYlsVerrIhCWOev01u4TIR3L0mOoR4ef0cFnBoSUKSlhdxCYfXALWgQjeO1e6O70Y1FLo/WiWz9VDyvftibX1+uu2cWu68DmxayPpatFe3+HRUaxevbqtzMXQoUOxevVqAMC+++6L73//+0W12d/DsgWDeg3r3dACSrYegI3DNiKMAesPXfUb7WkoVKehgw7ju55MdA9s3N3luYgLeyhYnEvL1QPxmop8YluXMNWG7FwFrbSv1mMWB3usfJkw/Rm8Dq3y16XJsVDNFAkD02ApFs4327OeNd7begTFw+oQFBJzFUijJqgGwODsy1W4rD8i08mXR4itttoKb7/9NgBgu+22w5133gkg8HwMHz68qDa9hwO5A79moVjhoDU6hM5w1WjorDef9sJmRWi7A9E12pOIM8bW8Foj7Bq0bDw9jqhoRkm+lFp9lpKOzzSrSdskNPulkKqvPK7+P1ChnodCSBsQXGPrIVEvRD5PZ1q2tSnY9FxZT2hS/qpeSBfB689jiQ+plA7HH388XnzxRUybNg3nnnsuDj30UPz6179GS0uLc42VQpDIZDK9chypr6/vlnodllhoBVEb2lAyYdX8cYNzIfFUKs45+9RjFLpSpEfpwCqfql+gp0tTWdMIs47owXIZcQ3TcYY7AsAQhIy/CcCnANZk/69FuIBZE4D12e/SCLMTtAYDnxU+Ozymbsdtvau987AhlvaEmhxP7LPVguD+xu2rBMUeR/ugJdA1XZ/76D2nV6S7UVdX1yVCTLUVxyNalK8jaAFwU/b9xIkTB/zy9BbvvvsulixZgq233hq77LJLUW0MaA+HK+/dhlVU5GezBFyEA47PW+CexfBYGq5h2/kGIY+uhQorbR0EIKrZYCitPUGghlLiUIao+M96KPg8NSGaoUASYZ/BCoSeED03rTPhCUdxUMOvXoW436x6FnQdFE40GP5yeci4SrCSD52UILsNV9WlqFRDsxWIak7KkbuOS39AZ0Ijut9Az1JpaWnBAQccgAULFrRVFd1yyy2x5ZZbdqrdAUk41P2oswH1bhDqsbCpjzZE4vJqxKFKjqt6gVYEWg2PnoGLEKjgz2o76OHoCFzplipSJuLCIkD7M1QN96hrHo5je3QONisl30SBRp7L1fNVhZAEuMYNDeeQeFiyQJ0Q22NtDn22dHJFQspFG/sDfEilNKioqMBLL71U8nYHrGhUleOajWKzCWyGicvDobF9zVyIg848dPbKmapHzyOfkMze647Akg2XdojHADo/CPpBtHugz0R7hI4TCw2zKgloT0NExA3e9JCSSFjRMwkLVxVuT8Dal+BFo6XDt771Ldx4440lbbO/PGcFQ8kFPRpWeGVDIhpKyafbaM89qboQzjTYtg+hFAZrkEsNmxKrx9TPNHuhI3BlobgMB58LLUOu7wuBzTIh/MDaNejIdaWHSnUXrCBag9B7ZtvU+68ZcxYpBFksXJnWrkqbdPz1uh4PRWtrK/6//+//wz/+8Q9Mnjw5J8RUjHB0wBAOLQlsU1+tTkNJhhINbgPZrlADoMJQGjCK/Drqkh/o6A6Dqc8BDb0O7rbWSnuIK7jlynqyf9mPjoZCNMPJEjU/o+sd0DVcXONSPtF4IfePnpRGhCEWXRPKjomaWt0Xnw8fUikdXnnlFXz2s58FAPznP/+JfJdIFBeYHRCEw1YKtfF4QkmE1Wvwe6IjYitLbLi/D6F0HD0xCLrSYPPVy/j/27v32KauOw7gXydNTEJ4hiTglkdCGsp7LjQsUNYgUAOikegfWbWBCKVlTRsoFBBiD5VW2kAIMtCg49XNTOo22qmFtoOVhTSAqFIVsmWErTBSYJHCCOkDmF1IwL77Ixzn+OY68eNe3+vk+5GuSOx7r0+Mff3z7/zOOWpab035A189vFYrywKENpRVTbzO1LUh0VyYSV8iMBSvB7kIVawYHO3rXkHn4EU9dFZco8RjxeMXIb2KRnuzS5cuITs7G9XV1bqfu8fXcMgT4SQjsDBUHnUgho3JiyapF1GT+15DeXGKycTE4wrypEB8kVuLXJejDja1AtJIaAW0XV0oRdGnmMwpnO8W6vojdS0SWYNcgCxnpZLQnplIDn5o2I/hRvsEYvLicAo6vpCJYdepaC8+ZZFx7/Lwww+jpaXF//szzzyD5uZmXc7dYwMO8WEvf+CrCzVFAKGenfEeOqYfl4sDw7lAi4uFKALzoSOouQ3Wa1iVCCjk/3+ZT7WPmkhPq88pNnnGSrnbTg5k1UGI/EFgR3vQoX6MrojZTkWb1SsRk3V40X59kEeriEyHXh/+Ymi1mLFUPJ54vctflMRqtGIYr9X5otyE3rxarHpqriNHjsDj8ehy7h7ZpSIXZaoLQoHOQ1vF+Hc9UpeAdgaFxVjxQ/1BLBdeKqrfZeL/Xa7zADrqN8TFXB7pJM86qSBwLgY5OJYL/OQsSyjk2S7lv4esS143RZ6DIxn6zTwsAmDxOHIth3i9KdJjy1/QrErdPRnusUJvn4fDKD0u4FAXXamDDTmwUBeFGnERDmWYLFmbXLQZybc8uV5InrUWqn/VXTldvR7V51Fn7tTkOT1YuxE/RBZN/P/K06PreU0RQYTWsFutWjd+eeq5bDZbp6LQSItE1XpMwCHehOrJu9RTkqtnC9U7EAg2tJbig9YwQ/HNTg4CtD60xYeCuitGjAxQr3Oh9W1M/TpVj44SjwN0DKsWU6bL02WrPxDkrAZfj/FDFHvKRZ3qmWf1IoIOkUmRJw1LUG2ii85qgQeLRqOnKAqWLFkCu719yb87d+6grKysU8bnvffeC/vcPSLgEBd0+U0pqCfqMrpgLpyhsmQtcsCg1oaOCzGgHSyI4mRR8Ceq/OUaDPWcHvIcLiJ4kDNwIohQLzAoLvRyhiNJOqf6g0Ae4kvxR3R/yOunyAv96Xk9E3UkWksv2KTbxevMSus9MeCIXmlpacDvixYt0u3ccR9wyH2P6uGEXQ1xJQqXqPcRQYn6tSSmk5YvxHIfuPxmEx8g8rnF+cQHivx6FQXQcgblTpBjgwUVDIbjn/x/KAevwSYAi8Y9BNZ4iKBWvbK1mDQs2JpRFF9cLpdh547rgENr8i5Au9uEF1rqTigFZ+J1pN5PPUW+gq7nzRBBifjQ0CoEVPenq/vwg50/HkYTUPTk7JaRRKAtF5MK8qKXgPkFpZz4y9riNuAQ1dsiuyGPDBD9i/xGR+Hq7htasDkz5GnrxX1JCL4Ql/o8Yii2uOjJq4ICgTPl+hBYqyRn8Kj3iUVWQZ3tUC8KB3R86TMz6GCXirXFZcAhv+CBwOBCDjaIjNBVwaj6NvXt8vBXdQ2HmJtDDH2Vu1TU2Q6R5VAPdZVnjuR7gPQWrL4D6KjvAMwbycIMh7XFVcChtcgawNkTKba0XmNyUV1XM4eqZyxVL3cv9lFPRS4P31aPGBDHy0Wh4S70RhQOke0Qi8PJwa/I8iUiMGtHFDcBhzrY0JpPg8gswdbmEYL1s0czyiDYvCAciUKxIobtyl0scmZPjGaJZXvYpWJdcXFtUkfQXnSsA2ClIVnUO6kvsl0FEVrdKyJ4ltPB6kXi1COs5Img5PPJ9xPFish23EFgAXSsv9FyanNri4sMh3ryLgYYZCXBRkqJ16vWh796tItcg6Gu25CDDrnbJFiGQ56rgd/aKJZExgMIrLOLN5za3BhxEXDIMy8SWY16Mi+g85BF9bTiIogQtRrqGgyhq+nOu5pzgxkOMts9hLfIoB7YpWJtcRFwaK3KSWQV8tBAoHMXSLAgQoyoAgIDajmj55PuU9eEiJEqkM6hXvCNQTqZKdavP45Ssba4CDiIrEy9SKDcBaImZ+vkUVXiNnk1WK39tIbH2qRj4jWFTUQ9HwMOoijJBc1AYIZDTFGuLv5UF4eKrIec5RDBhijCk7MeYh8R7Mhz0chzcRD1JuxSsTYGHEQxJAcbckGpXDwarHA0WMpXHVjwwkm9FbtUrI0ZWKIoqUeFqOs35IJR0U0iZhUFOn8rkzMagldjP/HY6joOXjiJyIqY4SCKknoIalf1G+rFBEPNRmjN1SGvZSEmWJLXFSLqbdilYm0MOIii0FX9BtB5yGyoF0T1EFl5enP13B7qyb/k6c85Fwf1JuxSsTYGHEQxEGwCsHCOB7q/KMrrsPACSr0NMxzWxhoOoijIM4yKLpNwZ8PVCgzkIa+C1rL2su66dIiIzMQMB1EU5DeQ1iRdWgu6qYMBrQm65K4ascy31vTmgHaXDr9JUG8UTbDNDIfxGHAQRUie1VOmXmhN6GqEiVZGREwCpj6vVvcK59wg6phtN9JjyVj8IkQUARsCVzGWJ+6SR6Gou0Xkos8+AOz3N3XkL09dLgcl8qZAu4tFPRspERnj5MmTKC4uhsPhgM1mw6FDh3Q57/Hjx/Hoo4/CbrcjNzcX+/fv77RPU1MTFi1ahPT0dKSkpGDixIk4c+aMLo9vFF6PiCIgT2UuPuDVAQFU98vdKUloDzT63N9SVOdX0LmO4x461l/RWlJbJs9GStRbqIPwcLdweTweTJ48Wddl7C9fvoz58+dj1qxZqKurw6pVq/D888/j6NGj/n2++eYbzJgxA0lJSfjLX/6Cf/3rX6ioqMCgQYN0a4cR2KVCpAN5plA52BDBgZiqXPQxi+yIeAMmaZxP3YUiT3OuHu6qDjzkWg4OjaXeItajVObNm4d58+YFvb+1tRU//elP8cc//hE3btzAhAkTsHnzZhQWFgY9Zvfu3cjOzkZFRQUAYOzYsTh16hS2bduGoqIiAMDmzZsxfPhwuFwu/3HZ2dkR/AWxxQwHkc7U2Q150yoYFULJRoQzz4DWgm9E1L1bt24FbK2trRGdZ/ny5aipqcGBAwdw9uxZlJSUYO7cubh48WLQY2pqajBnzpyA24qKilBTU+P//YMPPsDUqVNRUlKCzMxMOJ1O7Nu3L6I2xhIDDqIIyNOZy9TfsETGQ3SFiAyFPJJE603oRWDXiXy7/BjyFOpauDw99Sa+KDfB4XBgwIAB/m3Tpk1ht6WxsREulwt/+tOfMHPmTIwePRpr167F448/HpCZULt27RqysrICbsvKysKtW7dw+/ZtAMClS5ewa9cuPPzwwzh69ChefPFFvPzyy/jd734XdjtjiV0qRFGQuy7EkFi1u+gY+hosAFAHLsGWpJcLU+VjWKtBpN8olatXr6Jv377+3+12e9jnq6+vh9frRV5eXsDtra2tSE9PBwCkpaX5b1+0aBF2794dWlt9PkydOhUbN24EADidTpw7dw67d+9GaWlp2G2NFQYcRBGS591QEDzguIeOGg5BXRCqzlB0NZ/AXXResI3dJkT66d+/f0DAEQm3243ExETU1tYiMTEx4D4RaNTV1QU8JgAMHToUzc3NAfs3Nzejf//+SElpLy8fNmwYxo0bF7DP2LFj8e6770bVZqMx4CCKgFZtRrAMhsiA6BUUyBmOaIrkiHoavYpGp0yZgoSEBJSXl6O8vDyi8zmdTni9Xly/fh0zZ87U3Cc3N7fTbQUFBThy5EjAbZWVlSgoKPD/PmPGDFy4cCFgn3//+98YOXJkRG2NFQYcRBFSzyrqBdCmsZ9WtiLUwk+tUSb3ANxB5/k5iHo7vQKO2trakDIcbrcbDQ0N/t8vX76Muro6DB48GHl5eVi4cCEWL16MiooKOJ1OtLS0oKqqCpMmTcL8+fM1z1lWVoadO3di3bp1WLp0KT7++GO88847OHz4sH+fV155BdOnT8fGjRvx/e9/H5999hn27t2LvXv3RvjXx4hiUW63O9oh1dy4GbbZACURUJIBxX7/38Qwjk8BlExAeej+lqFxvP3+ZuumDcHu58bNSpvb7Tb8syIfUAoi3PIjaGt1dbXm31paWqooiqK0tbUpr776qjJq1CglKSlJGTZsmPL0008rZ8+e7fa83/nOd5Tk5GQlJydHcblcnfb58MMPlQkTJih2u1155JFHlL1794b71MWcTVEUBRbk8XgCCmqIrESMUpFXZr0XfPdOUgD0A5B8//dWAF8jMFMhytTa0H4VC9YOS76BiVTcbnfUdRFa5M+KfATWN4XDC+Cz+z+PGTMm6i4V6oxdKkRREF0jkXzoJ6BjdAugPcS2u4p7BhtEHfQapRJqlwqFhwEHUQQUBA6HDfeDX74oijoNrbk0GFAQhU70aUR6LBmLAQdRhBTEpliTF0Ii6gk40yiRCUIJIrhcNlF4oq1sFaZMmYJx48bpuigbMcNBZJpQ1kVh0EEUOtZwWBszHEQWoJXxYFcKEfUkzHAQmay7wIJDX4lCo1eGg4zBDAeRSbqrqOeCbEThYQ2HtTHDQWQBwb5diVVmiSh2WMNhDAYcRCZiGpdIP5yHw9oYcBCZRJ6lVIF28KG+jfUcRMEFex+FeiwZiwEHkc7CCQq62k99n5iNNJKZTYl6A2Y4rI1Fo0Q6SkTHVOVdkYOGYPNx+KT9bPfPLTYiMg6LRo3BDAeRSeSAQuubmRLkZ35LINIWTU0UJ/4ynmHXritXruC5555DdnY2UlJSMHr0aGzYsAFtbW1GPSSR6URmo7v0rKL6l4iip9ewWDKGYRmO8+fPw+fzYc+ePcjNzcW5c+ewbNkyeDwebN261aiHJTJdKPNn+NA+3DURHYvAhTr8lfNzEFE8simKErPAbsuWLdi1axcuXbrU7b4ejwdpaWkxaBWRfpLRHkzc62a/RAAp6Ij42wB8280xD6CjPqQ1ijYSmcHtdhvSTSF/VjyMyNP2PgAX7/9sVFt7u5jWcNy8eRODBw8Oen9raytaW9svpR6PJ1bNIoo5uVA0khEtHB5L1BlHqVhbzOrPGhoasGPHDrzwwgtB99m0aRMGDBiAAQMGwOFwxKppRLoK58LFWg4i6+EoFWOE3aWyfv16bN68uct9Pv/8czzyyCP+35uamvDEE0+gsLAQb775ZtDj1BkOBh0UT2wAkhB6PYbcpXIPwO0Qzi+Gxd4L8TGIrCIWXSo5iK5LRXT2s0vFGGEHHC0tLfjqq6+63CcnJwfJyckAgKtXr6KwsBDf/e53sX//fiQkhPZyYA0HxRsRDNxFaBkLO9oDFKC9hiOU8VsP3H8ML7qvEyGyklgEHNmILuC4fP9nBhzGCLuGIyMjAxkZGSHt29TUhFmzZmHKlClwuVwhBxtE8ciG8EaQyAHD3TCOSwC7YIgo/hhWNNrU1ITCwkKMHDkSW7duRUtLi/++oUOHGvWwRHHDi9Dn7SCi7uk18RcZw7CAo7KyEg0NDWhoaMBDDz0UcF8MR+ISxUwk+btI6zA4FwdRZxylYm2G9XEsWbIEiqJobkQ9WbijVCIZ1UJEnfmi3MhYLKogIiKScFisMbh4G5FOfDA+gue3MKLguHibtTHgINJRLAICBh1E2ljDYW3sUiGKI7woElG8YoaDKM4o4CgVIi3McFgbAw4iHYV70XoAHcvTh4sLuBEF4jwc1sYuFSIdhXPRSkT71ObhRv0+MNAgovjDDAeRScTaK2JRtlCzHAw2iLQpiDxTwfeV8RhwEOkokosW04xE+ogmaGDAYTwGHEQ6idUFywcWjRJR/GHAQWQSeTplFqwRRY8ZDmtjNpfIRAoiW08lmuF/RD2VXmupcGpzYzDDQaSTcLMUDBiI9BVNd6P8fuTU5sZghoNIJ5EGEJF0p7ALhojiDTMcRHGI2RGizljDYW0MOIhMxjQjkT4YcFgbr3VEJrEF+ZmIqCdihoPIJAlgoEGkJ72KRskYDDiIiKhHYJeKtbFLhYiIiAzHDAeRSTi0lUhf7FKxNgYcRCbjhY5IH+xSsTZ2qRCZiBc5IuotmOEgIqIegV0q1saAg8gk4gLnAy92RHpgl4q1sUuFyEQsHCXSj16rxYbq5MmTKC4uhsPhgM1mw6FDh6L+GwDg+PHjePTRR2G325Gbm4v9+/cH3D9q1CjYbLZOW3l5uS6PbxQGHERERBHweDyYPHmyrsvYX758GfPnz8esWbNQV1eHVatW4fnnn8fRo0f9+5w+fRr//e9//VtlZSUAoKSkRLd2GEKxKLfbraA9y8WNW4/cEgHFDijJFmgLN25Gb2632/DPChugJES42aJsKwDl4MGDAbfduXNHWbNmjeJwOJTU1FQlPz9fqa6u7vI869atU8aPHx9w2zPPPKMUFRUFPWblypXK6NGjFZ/PF3a7Y8myGQ5FUcxuApGhvGD9BvUesbimK4i8O8WI1i1fvhw1NTU4cOAAzp49i5KSEsydOxcXL14MekxNTQ3mzJkTcFtRURFqamo0929ra8Nbb72FpUuXwmaz9mIJli0a/fbbb81uApHh7prdAKIY+fbbb5GWlmZ2M0Jy69YteL1e/+92ux12uz2sczQ2NsLlcqGxsREOhwMAsHbtWnz00UdwuVzYuHGj5nHXrl1DVlZWwG1ZWVm4desWbt++jZSUlID7Dh06hBs3bmDJkiVhtc8Mls1wEBERmcHhcGDAgAH+bdOmTWGfo76+Hl6vF3l5eUhLS/NvJ06cwBdffAEAAbeXlZVF1Nbf/OY3mDdvnj+osTLLZjiGDBmC5uZmAEBqaqplUkW3bt2Cw+HA1atX0b9/f7ObY1l8nkLD5yk0fJ5CY7XnSVEUf7Z6yJAhhjxGamoq3G63budrbW1FYmJiwGdOuNkNAHC73UhMTERtbS0SExMD7hOZnrq6Ov9t4v9r6NCh/s8+obm5Gf379++U3fjPf/6DY8eO4b333gu7fWawbMCRkJCAzMxMs5vRiUiz9e3bF3379jW5NdbF5yk0fJ5Cw+cpNFZ8nozuRrHZbLr+rXqdy+l0wuv14vr165g5c6bmPrm5uZ1uKygowJEjRwJuq6ysREFBQad9XS4XMjMzMX/+fF3abDTLBhxERERW5na70dDQ4P/98uXLqKurw+DBg5GXl4eFCxdi8eLFqKiogNPpREtLC6qqqjBp0qSgQUJZWRl27tyJdevWYenSpfj444/xzjvv4PDhwwH7+Xw+uFwulJaW4oEH4uOjnDUcREREEThz5gycTiecTicAYPXq1XA6nXj11VcBtGcgFi9ejDVr1mDMmDFYsGABTp8+jREjRgQ9Z3Z2Ng4fPozKykpMnjwZFRUVePPNN1FUVBSw37Fjx9DY2IilS5ca9wfqLD7CIgux2+3YsGFDRH16vQmfp9DweQoNn6fQ8HmKrcLCwi6H+yYlJeH111/H66+/HvZ5//73v3e5z5NPPhl300fYlHhrMREREcUddqkQERGR4RhwEBERkeEYcBAREZHhGHAQERGR4RhwROjKlSt47rnnkJ2djZSUFIwePRobNmxAW1ub2U2znF/84heYPn06UlNTMXDgQLObYylvvPEGRo0ahT59+mDatGn47LPPzG6SpZw8eRLFxcVwOByw2Ww4dOiQ2U2ypE2bNuGxxx5Dv379kJmZiQULFuDChQtmN4soAAOOCJ0/fx4+nw979uzBP//5T2zbtg27d+/GT37yE7ObZjltbW0oKSnBiy++aHZTLOXtt9/G6tWrsWHDBvztb3/D5MmTUVRUhOvXr5vdNMvweDyYPHky3njjDbObYmknTpxAeXk5Pv30U1RWVuLu3bt48skn4fF4zG4akR+Hxepoy5Yt2LVrFy5dumR2Uyxp//79WLVqFW7cuGF2Uyxh2rRpeOyxx7Bz504A7TMHDh8+HCtWrMD69etNbp312Gw2HDx4EAsWLDC7KZbX0tKCzMxMnDhxAt/73vfMbg4RAGY4dHXz5k0MHjzY7GZQHGhra0NtbS3mzJnjvy0hIQFz5sxBTU2NiS2jnuDmzZsAwOsRWQoDDp00NDRgx44deOGFF8xuCsWBL7/8El6vF1lZWQG3Z2Vl4dq1aya1inoCn8+HVatWYcaMGZgwYYLZzSHyY8Chsn79ethsti638+fPBxzT1NSEuXPnoqSkBMuWLTOp5bEVyfNERMYrLy/HuXPncODAAbObQhSAa6morFmzBkuWLOlyn5ycHP/PV69exaxZszB9+nTs3bvX4NZZR7jPEwUaMmQIEhMT0dzcHHB7c3Mzhg4dalKrKN4tX74cf/7zn3Hy5Ek89NBDZjeHKAADDpWMjAxkZGSEtG9TUxNmzZqFKVOmwOVyISGh9ySMwnmeqLPk5GRMmTIFVVVV/iJIn8+HqqoqLF++3NzGUdxRFAUrVqzAwYMHcfz4cWRnZ5vdJKJOGHBEqKmpCYWFhRg5ciS2bt2KlpYW/338hhqosbERX3/9NRobG+H1elFXVwcAyM3NRVpamrmNM9Hq1atRWlqKqVOnIj8/H9u3b4fH48Gzzz5rdtMsw+12o6Ghwf/75cuXUVdXh8GDB3e5xHdvU15ejj/84Q94//330a9fP38d0IABA5CSkmJy64juUygiLpdLAaC5UaDS0lLN56m6utrspplux44dyogRI5Tk5GQlPz9f+fTTT81ukqVUV1drvnZKS0vNbpqlBLsWuVwus5tG5Md5OIiIiMhwvafogIiIiEzDgIOIiIgMx4CDiIiIDMeAg4iIiAzHgIOIiIgMx4CDiIiIDMeAg4iIiAzHgIOIiIgMx4CDiIiIDMeAg8hAd+/eNbsJRESWwICDKAwfffQRHn/8cQwcOBDp6el46qmn8MUXXwAArly5ApvNhrfffhtPPPEE+vTpg9///vcAgN/+9rcYP3487HY7hg0b5l8RVlEUvPbaaxgxYgTsdjscDgdefvll/+O1trZi7dq1ePDBB9G3b19MmzYNx48fD2jTJ598gsLCQqSmpmLQoEEoKirCN998E5snhIgoRAw4iMLg8XiwevVqnDlzBlVVVUhISMDTTz8Nn8/n32f9+vVYuXIlPv/8cxQVFWHXrl0oLy/Hj370I9TX1+ODDz5Abm4uAODdd9/Ftm3bsGfPHly8eBGHDh3CxIkT/edavnw5ampqcODAAZw9exYlJSWYO3cuLl68CACoq6vD7NmzMW7cONTU1ODUqVMoLi6G1+uN7RNDRNQNLt5GFIUvv/wSGRkZqK+vR1paGrKzs7F9+3asXLnSv8+DDz6IZ599Fj//+c87Hf/LX/4Se/bswblz55CUlBRwX2NjI3JyctDY2AiHw+G/fc6cOcjPz8fGjRvxwx/+EI2NjTh16pRxfyQRkQ6Y4SAKw8WLF/GDH/wAOTk56N+/P0aNGgWgPTgQpk6d6v/5+vXruHr1KmbPnq15vpKSEty+fRs5OTlYtmwZDh48iHv37gEA6uvr4fV6kZeXh7S0NP924sQJfzeOyHAQEVndA2Y3gCieFBcXY+TIkdi3bx8cDgd8Ph8mTJiAtrY2/z59+/b1/5ySktLl+YYPH44LFy7g2LFjqKysxEsvvYQtW7bgxIkTcLvdSExMRG1tLRITEwOOS0tLC+n8RERWwQwHUYi++uorXLhwAT/72c8we/ZsjB07ttvizH79+mHUqFGoqqoKuk9KSgqKi4vxq1/9CsePH0dNTQ3q6+vhdDrh9Xpx/fp15ObmBmxDhw4FAEyaNKnLcxMRWQUzHEQhGjRoENLT07F3714MGzYMjY2NWL9+fbfHvfbaaygrK0NmZibmzZuH//3vf/jkk0+wYsUK7N+/H16vF9OmTUNqaireeustpKSkYOTIkUhPT8fChQuxePFiVFRUwOl0oqWlBVVVVZg0aRLmz5+PH//4x5g4cSJeeukllJWVITk5GdXV1SgpKcGQIUNi8KwQEYWGGQ6iECUkJODAgQOora3FhAkT8Morr2DLli3dHldaWort27fj17/+NcaPH4+nnnrKP8pk4MCB2LdvH2bMmIFJkybh2LFj+PDDD5Geng4AcLlcWLx4MdasWYMxY8ZgwYIFOH36NEaMGAEAyMvLw1//+lf84x//QH5+PgoKCvD+++/jgQf4XYKIrIWjVIiIiMhwzHAQERGR4RhwEBERkeEYcBAREZHhGHAQERGR4RhwEBERkeEYcBAREZHhGHAQERGR4RhwEBERkeEYcBAREZHhGHAQERGR4RhwEBERkeEYcBAREZHh/g9qKMEYHkWxnwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stpsf.display_psf(psf) # use this convenient function to make a nice log plot with labeled axes" ] }, { "cell_type": "markdown", "id": "71046235-deb3-4bc5-979b-b3a6186d8c14", "metadata": {}, "source": [ "The returned PSF object is a FITS HDUList object, so you can examine, save, and generally manipulate them like any other HDUList. " ] }, { "cell_type": "code", "execution_count": 4, "id": "0f73ae31-4c45-40e0-9d14-a32f6e82b1ff", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: VerifyWarning: Card is too long, comment will be truncated. [astropy.io.fits.card]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(psf[0].data, norm=matplotlib.colors.LogNorm(1e-6, 1)) # display it on screen yourself\n", "psf.writeto('myPSF.fits', overwrite=True) # Save to disk " ] }, { "cell_type": "markdown", "id": "04e3ca64-7f17-4c5b-9ed6-ff58f749a9e3", "metadata": {}, "source": [ "For interactive use, you can have the PSF displayed as it is computed, showing the optical planes within the calculation:" ] }, { "cell_type": "code", "execution_count": 5, "id": "0778ced9-30f1-4bb4-bb4b-319490ff04de", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[, , , ]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(6,8))\n", "nrc.calc_psf(display=True) # will make plots with matplotlib showing the steps of the calculation" ] }, { "cell_type": "markdown", "id": "d495c66c-8cde-4b13-8d76-e9fd46f8bb59", "metadata": {}, "source": [ "More complicated instrumental configurations are available by setting the instrument's attributes. For instance,\n", "one can create an instance of MIRI and configure it for coronagraphic observations, thus:" ] }, { "cell_type": "code", "execution_count": 6, "id": "f3e35d33-e6d2-4aca-8cf3-63b7d0bea2f0", "metadata": {}, "outputs": [], "source": [ "miri = stpsf.MIRI()\n", "miri.filter = 'F1065C'\n", "miri.image_mask = 'FQPM1065'\n", "miri.pupil_mask = 'MASKFQPM'\n", "coron_psf = miri.calc_psf()" ] }, { "cell_type": "markdown", "id": "d63377ec-8c7c-4fe4-8d30-b8bb97df9133", "metadata": {}, "source": [ "The Roman instruments work the same way: " ] }, { "cell_type": "code", "execution_count": 7, "id": "6762d832-6145-471b-ac32-c3667c4d4cbc", "metadata": {}, "outputs": [ { "data": { "image/png": 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W6ko+kve85BhKPhMl56Lkc+q6icf/6/bPd3+mW0pubq5Bz0RtqNVqfeJQXQ8H1Z3VJhx3j585wviXlORUkCQckg/nJoIYyZeThGRbki9vyUikpB3Jca7PhEPyxSTZliRGqYRDqecOyM4Pa3vtJV+Wki94pZJxpRIOpd7zkn2WHEOlznulzh8A9TIPz83FCW4uZiYH2jvfAJ6enqLExdfXF/b29vqrFVfKzc295yaESnBIhYiIbIO2vG6328LCwtCpUyesWrXK6OYcHR0RFhaGtLS0O7ug1SItLQ0REREWe5qNldX2cBAREdXKHxKHWj/2toyMDPHQTEJCAuLi4tCzZ0/07t0bSUlJUKvVmDRpEgAgNjYWLVq00M8DKSsrw8mTJ/U/X7x4EZmZmXB3d69yQUJbw4SDiIjITGPGjMGVK1cwb9485OTkoEePHtixY4d+PkhWVpbBcuDs7GyEhobq///222/j7bffxsCBA7F379763v16xYSDiIhsg0I9HGFhYbCzs0N8fLzoCsnTpk3DtGnTqv3dH5OItm3bwkrLX1kcEw4iIrINDTCkQnKcNEpEREQW1yh6OIphfMmqZHW3lyBGqYNxTRAjWUYn6XST7LPk+EjW20v+bpDssyTLlSygk9QWlBznIkGMZOmfZFmsdGGgUktVJcfaRxAjOYfq868Xyfkq2WdJLYqbghjJEm3JtiTnkOTvbm9BjORclNQmMlbHRvI6KUqrqUMPh2TBMdUFeziIiMg21POyWKqdRtHDQUREVF84h8MymHAQEZFtUGjSKFkGEw4iIrINTDisGudwEBER3YVzOCyDPRxERGQbWIfDqjHhICIi28AhFatm0SGVRYsWoVevXvDw8ICfnx9GjhyJ06dPW3KTRER0r9JpzF8Sq2MdDkuzaA/Hvn37EB8fj169eqG8vBwvv/wyBg8ejJMnT9aqu6oUxgs4SQo3SYruSAoFSQoySWKuCGIkBYckhYIkWWUTQYykiI9kfyQk+yw5zpKzTBIjKSAmKcQlLfwl+eiTnNNNBTEeghjJ+SE5RhKSdsoEMUoVa5PwFMRIjqHkM0hS8E5ynkk+N40V9SKqLYsmHDt27DD4/7p16+Dn54eMjAwMGDDAkpsmIqJ7TQNdvI1k6nUOR0FBAQDAx6f6YsqlpaUoLS0FAKjV6nrbLyIisgGcNGrV6m1ZrFarxYwZM9C3b1906dKl2phFixbBy8sLXl5eCAwMrK9dIyIiIgurt4QjPj4eJ06cQGpqao0xc+bMQUFBAQoKCpCdnV1fu0ZERLZAoWupkGXUy5DKtGnT8Pnnn2P//v1o2bJljXFOTk5wcqqYemdvr9R0LiIiuidwWaxVs2jCodPpMH36dGzduhV79+5FUFCQJTdHREREVsqiQyrx8fH46KOPsHHjRnh4eCAnJwc5OTm4eVOy4JOIiKgWeHl6q2bRHo7Vq1cDAKKiogzuT0lJwcSJEy25aSIiutdoNXUYUrlT/YarVCzD4kMqSiiB8UJIpYI2JIWCJIWbJMWWJAV+JAoEMZIuKmmxKVOUqsMnKcgk2WdJgSjJCS55TZUqNCV9LZQ6X70FMUqdr5JzUTIzS3KeSdqRxEiOs+QcchbESM4PL0GM5DhLigpI+pklr4WxT3llvgHIVvBaKkREZBs4adSqMeEgIiLbwITDqjHhICIi28CEw6rVW+EvIiIiuncx4SAiItvAZbFWjUMqRERkG3jxNqvGHg4iIiKyOPZwEBGRbdDVofCXTqlKQ1STRpFwmCr8dUPQhlKFeSTtSApJ+Sq0LUnhohJBjOStJnkb3xLESIpfSU5MSTuSLjzJcZa0I9ln6UehZHuSDl+lCtUpdSnFuhaSqiR5zSTnh2RbkmMo+eyQFGpT6j0vKeolKQ4mKapoVbTlgNbMs5WrVCyOQypERERkcY2ih4OIiMgk9nBYNSYcRERkG5hwWDUOqRAREZHFsYeDiIhsA3s4rBoTDiIisg3aOiyL1XJZrKVxSIWIiGwDS5tbNfZwEBER3YWlzS2jUSQcOhgv0FMkaEPyRCUFflwFMZICP5JtSQoXSQr8SJ67pJiQUjGSjkvJ8ZF0z0kKO3kJYiQFzSTPXVLYCQAKBTE+ghjJ+apUUTOtIEZShE5yHCUkr72HIEbymkne80oVT5Oci5LPhesKbctY0TPJa6AobTmgNbPjnnM4LK5RJBxEREQmMeGwapzDQURERBbHHg4iIrIN7OGwakw4iIjINjDhsGocUiEiIiKLYw8HERHZBl0dCn/pWPjL0phwEBGRbdCWA1pJQYEaHksWxSEVIiIisrhG0cPhCKCJkd9LitPcEMRcFsQY249KShUKUqrOnbHCPJUknYl5ghhJwSFJMSBnwZl5S/AHiaSIlOT4KFW0Sdppq9Q5JPmLQqlCbEoVeZK8ZpIiY76CGKUK8Cn1HpM8d0mhw1xBjISkcJyx90a9/0XLHg6r1igSDiIiIpOYcFg1JhxERGQbmHBYNc7hICIiqoNVq1ahbdu2cHZ2Rnh4OL777juj8f/5z3/wwAMPwNnZGV27dsUXX3xh8PstW7Zg8ODBaNasGVQqFTIzMy249/WHCQcREdkGhS5PXxubNm1CQkICEhMTcfToUXTv3h0xMTG4fLn6WYHffvstxo0bh6effho//PADRo4ciZEjR+LEiRP6GLVajX79+mHJkiVm7ZO1Uul0unq/oJ+EWq2Gu7s7AGAS6j5pVDLpr6kgpoUgJkAQI5nwJ3lh1IIYyWQ1pSaNSibPtRLENFdo0qhkgl2pIEZyfCRXQpVOGpXsUzNBjGSSs2Rc1V0QIzlfJZMZLwli7uVJo1cEMb8IYiSfm5Lzx9hn6y0AK2//XFRUZJFLvt/9XVG0YQzcJDPOq2unpBzu4zdVtFOLfQ0PD0evXr2wcmXFM9VqtWjVqhWmT5+O2bNnV4kfM2YM1Go1Pv/8c/19ffr0QY8ePZCcnGwQe/78eQQFBeGHH35Ajx49zHpe1oQ9HERERGYoKytDRkYGoqOj9ffZ2dkhOjoa6enp1T4mPT3dIB4AYmJiaoy3JZw0SkREtkFbLuv+qumxtxUWFkKjudMn5eTkBCenqv3SV69ehUajgb+/v8H9/v7+OHXqVLWbycnJqTY+JyfHzB1vPNjDQUREtkGhORyBgYHw8vLS3xYtWtSAT8p2NIoeDk8YHyOVFJuSjJ9Kxs0lY9CSYjmS8WXJ+Klk7FhCqcxT8lpIxo4l7AU77Sn4a+e6YFuSN4pknpDk+ACy11VSHEzCUxBjLzgAZYI5NUoVGZO8x7wEMUoVRpO8XkoV9booiJH8kS85f+o6B0ipgnn1LTs722AOR3W9GwDg6+sLe3t75OYafjPk5uYiIKD62XwBAQG1ircl7OEgIiLboFAPh6enp8GtpoTD0dERYWFhSEtLu7MLWi3S0tIQERFR7WMiIiIM4gFg165dNcbbkkbRw0FERGSSQnM4wsLCYGdnh/j4eMTHxxt9WEJCAuLi4tCzZ0/07t0bSUlJUKvVmDRpEgAgNjYWLVq00A/LvPDCCxg4cCCWLl2KYcOGITU1FUeOHMGaNWv0bebl5SErKwvZ2dkAgNOnTwOo6B1pzD0hTDiIiIjukpGRIV4WO2bMGFy5cgXz5s1DTk4OevTogR07dugnhmZlZcHO7s5gQmRkJDZu3IhXX30VL7/8MkJCQrBt2zZ06dJFH/Pf//5Xn7AAwNixYwEAiYmJmD9/vgLPsGE0ijocL6B+5nBIxislp2CQIEapORzFghgJydhaoSBG8lo0F8QEClJhreAvGZ1CczgkJGWDpHM4JLUfJHMvJCRzHZSaw5Et2JbkQovWNodDUldHqRobZwUxks8FyedLXedwlAF4+/bP9VKHY+1DdavD8UzFUIel9vVexzkcRERkG3Qa8+dv6O6klmFhYejUqRNWrVrVgE/G9nBIhYiIbIO2HNCa2WmvvZNw1GZIheTYw0FEREQWx4SDiIhsg0LLYjmkYhmNYkjFAcZ3VDJ5TjKhTzKpS9KOpDCPpFCQ5OJckslzSs0K9hHESCZFimIEB9pD0OOpEVQZsxe88JJjKClyJJkMCsgm60nakrzBmwgqQDURzIrMLzAdIylsJTnvPQQxkucuWUEpveCeKYLDgyxBjORclExiVerCfuauQrUIDqlYNfZwEBERkcU1ih4OIiIikxTq4SDLYA8HERHZBs7hsGrs4SAiIroL53BYBhMOIiKyDVpNHYZUrGr6q01iwkFERLZBWw5ozZwpwITD4jiHg4iIiCyOCQcREdkGThq1ao1iSEUH48VuBHWLRFd5LRXESIqDSUgKILkIYtwFMZICUZJRT0mxMknBIcnVWSXHx0lQQcxNUBXOXfCiXjMdoth5CCh3peAAwZ8UroKTqCjfdIzkKq+SIn1NBTGSDy6lrhAt6WiXXEk5TxAj+XyRFJiTFASUvFclhQ6NnYf1Pkih0JAKJ41aRqNIOIiIiEziHA6rxiEVIiIisjj2cBARkW3QaczvqdApddUpqgkTDiIisg3ackArvUTiHx/LhMPSOKRCRER0F65SsQz2cBARkW1QqIeDq1QsgwkHERHZBg6p1MmxY8fEsd26dat1+0w4iIiICD169IBKpYKuhgm0lb9TqVTQaCSVbgw1ioSjDMYLU0kmokgK/HgJYiTFwSTFcgoEMZJCW5LnJSkCJJnXLdkfyd8Ikv0R1PRCuWCnnQS9om6C980NQVUryXkoee7StiTH2lnw/B0EFaDUgpNact77CmJcBSeaSnCAiktMx9wyHSIqaCYp6iUpZuchiJEUmFOqcJzgEBo9hpJzQlHs4aiTc+fOWbT9RpFwEBERmcSEo07atGlj0fa5SoWIiIiq+PDDD9G3b18EBgbiwoULAICkpCR8+umnZrXHhIOIiGyDVgtoNWbeWNr8bqtXr0ZCQgIefvhh5Ofn6+dseHt7Iykpyaw2mXAQEZFt0NbxdhvrcAArVqzA2rVr8corr8De/s4lA3v27Injx4+b1SbncBARkW34Q+JQ68fexjocFRNIQ0NDq9zv5OQEtVptVpvs4SAiIiIDQUFByMzMrHL/jh070LFjR7PaZA8HERHZBoV6OAhISEhAfHw8SkpKoNPp8N133+Hjjz/GokWL8P7775vVJhMOIiKyDUw4FDN58mS4uLjg1VdfRXFxMf76178iMDAQ77zzDsaOHWtWmxZNOPbv34+33noLGRkZuHTpErZu3YqRI0fWuh0djBc5Uqp4j6Sol6dCMZLCVpI6bpLCPPamQyBZuV4miHEXFG3yEVQDuiJ48zsKzl47waChd3PTMZIJ7GWCF9VBUj0NgE6wPQ9BdScPH9MxpYLhWMnYq7sgxlPw/B1dTMfcFLyhJZ8LkhhJ8SrJd1VTQYzk9JC85yWfL5LnLnlexs4NMytikJUYP348xo8fj+LiYhQVFcHPz69O7Vl0DodarUb37t3v6Zm+RERUTxRapULA/Pnzob39l5arq6s+2SgoKMC4cePMatOiPRxDhw7F0KFDLbkJIiKiCjqYnziw0KiBDz74AF999RU++ugjtGvXDgCwd+9exMbGIiAgwKw2rWqVSmlpKQoLC/U3IiIiqn/Hjh1Dy5Yt0aNHD6xduxZ///vfMXjwYDz55JP49ttvzWrTqiaNLlq0CAsWLGjo3SAiosaIk0YV07RpU2zevBkvv/wy/va3v8HBwQFffvklHnroIbPbtKoejjlz5qCgoAAFBQXIzs5u6N0hIqLGhHM4FLVixQq88847GDduHNq1a4fnn38eP/74o9ntWVXC4eTkBE9PT/2NiIiovrG0OTBkyBAsWLAA69evx4YNG/DDDz9gwIAB6NOnD958802z2rSqIRUiIiKzsbS5YjQaDY4dO4bAwEAAgIuLC1avXo3hw4dj8uTJeOmll2rdpkUTjqKiIpw9e1b//3PnziEzMxM+Pj5o3bq1JTdNRET3Gs7hUMyuXbuqvX/YsGHWefG2I0eOYNCgQfr/JyQkAADi4uKwbt06cTtKDK9JVjxJCn8VC2IkxW4EtY1EBYck++wliJHss2T8zV5QjMpNMlqWZzqkRHCASgRFrXzuMx3jKSiglXfJdIyzq+kYALhZZDrGy9d0jIugGldxgekYSbEpwSGCl6DImqSAWrngA0Hynpec95ICWYLTXrHiepLPBUk7ShX+MtaOZF8VxYSjXvj6Cj58qmHRhCMqKgo6HRc3ExERWTsfHx/873//g6+vL5o2bQqVquY0OS9P8FfhH3AOBxER2Qb2cNTJ8uXL4eHhAQBISkpSvH0mHEREZBuYcNRJXFxctT8rhQkHERERVaHRaLB161b8/PPPAIBOnTrh0UcfhYODeakDEw4iIrIN7OFQzE8//YRHHnkEOTk56NChAwBgyZIlaN68OT777DN06dKl1m1aVeEvIiIis7HSqGImT56Mzp074/fff8fRo0dx9OhR/Pbbb+jWrRueffZZs9pkDwcREREZyMzMxJEjR9C0aVP9fU2bNsXrr7+OXr16mdUmeziIiMg2sIdDMe3bt0dubm6V+y9fvozg4GCz2mwUPRz+ABzr2IakyI2kMI9zHfejkkYQIykOJiEpAiSoDyXKTosEhbYcnUzH+AsK0aoLTcfcECwV921hOsbe3nSMg+B52QvfcY6CF99OcsIKXM83HdNcUOXZV1BA7abg/MgXvGaS7wbBSyYqnCdpR/L5JHjqov2RfJZJCE5XSGr0GTs+kuejKM7hUMyiRYvw/PPPY/78+ejTpw8A4NChQ/jnP/+JJUuWoLDwzgew9NpnjSLhICIiovozfPhwAMATTzyhLwBWWchzxIgR+v+rVCpoNJI/oZlwEBGRrdDB/J6KOhTFXrVqFd566y3k5OSge/fuWLFiBXr37l1j/H/+8x/MnTsX58+fR0hICJYsWYKHH374zq7odEhMTMTatWuRn5+Pvn37YvXq1QgJCdHHvP7669i+fTsyMzPh6OiI/Px8859ANfbs2aNoewATDiIishUNMKSyadMmJCQkIDk5GeHh4UhKSkJMTAxOnz4NPz+/KvHffvstxo0bh0WLFmH48OHYuHEjRo4ciaNHj+qXmr755pt49913sX79egQFBWHu3LmIiYnByZMn4excMbBfVlaG0aNHIyIiAh988IGZT7pmAwcOVLxNlc5KL3aiVqvh7l4xs2A+rGcOh2RehWTMVxIj2ZbkolHeghil5nBI3rM+gqt8SS7wptQcjqCupmNu3jAdc/2K6RgX4RWvywSD355NTcc4CbZ39ifTMe71OIfjiuAieJLzTNLJK7kYo2TuheQiZfU5h0Myb0vyeSeZ52FqDsfLt38uKiqyyCXf7/6uKHoccDPzz2h1OeD+ScXPtdnX8PBw9OrVCytXrgQAaLVatGrVCtOnT8fs2bOrxI8ZMwZqtRqff/65/r4+ffqgR48eSE5Ohk6nQ2BgIGbOnIlZs2YBAAoKCuDv749169Zh7NixBu2tW7cOM2bMULyHwxK4SoWIiOguhYWFBrfS0upTwbKyMmRkZCA6Olp/n52dHaKjo5Genl7tY9LT0w3iASAmJkYff+7cOeTk5BjEeHl5ITw8vMY2GwsmHEREZBsUWhYbGBgILy8v/W3RokXVbu7q1avQaDTw9/c3uN/f3x85OTnVPiYnJ8dofOW/tWmzseAcDiIisgk6bcXN3MdWys7ONhhScXKSDC7ZDp1Oh99++w1+fn76OSNKYA8HERHRXTw9PQ1uNSUcvr6+sLe3r1IgKzc3FwEBAdU+JiAgwGh85b+1aVNpOp0OwcHB+O233xRtt1H0cLSA8clLStVrUWpSpGQCmWTSqGRSl2Rak2TyXIkgxkMQ4yA4iMWCyZ4ugo1JJpaWCGYFOghm3gYECfbH23TM5SzTMQAQ0NZ0jLOr6ZgCwURWV8EfME2bm45RCV77G9dNx0gmTkreq5IJoRKS91iBIEbynpdM3pb8rS2ZTC5R189WyeeKkrTaipu5j60UFhYGOzs7xMfHIz4+vsbHODo6IiwsDGlpaRg5cuTtdrRIS0vDtGnTqn1MREQE0tLSMGPGDP19u3btQkREBAAgKCgIAQEBSEtLQ48ePQBUzCk5fPgwnnvuOfOeXC3Z2dkhJCQE165dM1iKW1eNIuEgIiIyRakhlYyMDPEqlYSEBMTFxaFnz57o3bs3kpKSoFarMWnSJABAbGwsWrRooZ8H8sILL2DgwIFYunQphg0bhtTUVBw5cgRr1qwBAKhUKsyYMQMLFy5ESEiIfllsYGCgPqkBgKysLOTl5SErKwsajQaZmZkAgODgYP2qnbpYvHgx/v73v2P16tVmXRm2Okw4iIiIzDRmzBhcuXIF8+bNQ05ODnr06IEdO3boJ31mZWXBzu5On1xkZCQ2btyIV199FS+//DJCQkKwbds2gy/1l156CWq1Gs8++yzy8/PRr18/7Nixw2A+xbx587B+/Xr9/0NDQwFUFOyKioqq8/OKjY1FcXExunfvDkdHR7i4GBZqyMsT1Bz4g0ZRh2MtOKRSE0kOrtR6e8mQiqRb3U4Q00xwfRPJtUSuCSZ1t+1kOsbNy3SMZLhAOqTSvJXpGKWGVC7/bjqmmWDo2EFQLCdX8PwLBP3w9TmkIiEZUpEML0ieV2MbUnnm9s/1UYcjb2jd6nD4fFnxc4cOHURDKrbs7mSmOnFxcbVukz0cRERkExpiSMVWmZNQmMJVKkRERFTFL7/8gldffRXjxo3D5cuXAQBffvklfvpJUJ64Gkw4iIjIJlSuUjH3Rnfs27cPXbt2xeHDh7FlyxYUFRUBAH788UckJiaa1SYTDiIisglKJRxhYWHo1KkTVq1a1XBPpoHNnj0bCxcuxK5du+DoeGeC1p/+9CccOnTIrDY5h4OIiGyCTleHORx3LZ/gHA7g+PHj2LhxY5X7/fz8cPXqVbPabBQJhyNkM7ONUWrWtoRSPXPWcsXHSpL9cbGyPjNJAS3JyhoJb1/TMfcJCogBQIng0qKSK8pKrhYrWaVTlG86RrI/asFSDUmhOklxMKU+3G4KYiRXdpas8pKoz7eY5Mq0VvaWJ4V4e3vj0qVLCAoy/ND64Ycf0KKFYBlhNXiuEBGRTahcpWLuje4YO3Ys/vGPfyAnJwcqlQparRYHDx7ErFmzEBsba1abTDiIiMgmcA6Hct544w088MADaNWqFYqKitCpUycMGDAAkZGRePXVV81qs1EMqRAREdUXzuGouE7M2rVrMXfuXJw4cQJFRUUIDQ2t07VVmHAQEZFN0GkBnWRiWw2Ppapat26NVq0qSh+rVGYe3Ns4pEJERDaBdTiU9cEHH6BLly5wdnaGs7MzunTpgvfff9/s9tjDQURERAbmzZuHZcuWYfr06YiIiAAApKen48UXX0RWVhb++c9/1rpNJhxERGQTlBpSCQsLu+cv3rZ69WqsXbsW48aN09/3yCOPoFu3bpg+fToTDiIiundptYDWzITj7iEVThoFbt26hZ49e1a5PywsDOXlkmuiV2UTCYekqJfkHJQcQsEVuEX7I9mWpJiQZBKOznSIaH8kBZkcBQ01cTYdUy6oMuYi+DxwFGzrlqCK1NVC0zGtO5qOsfc0HQMALoIT9tol0zGScWk3wT7lCy5zL+Ei+MTRCs4hyXC75LyXvFfdBTGS94bkPabUZ4ckRvKZKPl8MVYcTFI4TElKJRwEPPnkk1i9ejWWLVtmcP+aNWswfvx4s9q0iYSDiIiIlPXBBx/gq6++Qp8+fQAAhw8fRlZWFmJjY5GQkKCP+2NSUhMmHEREZBvqMIdDsWtS2IgTJ07gwQcfBFBxmXoA8PX1ha+vL06cOKGPq81SWSYcRERkEzikopw9e/Yo3ibrcBAREd2Fpc0tgz0cRERkE5RaFstVKpbBhIOIiGwCS5tbNw6pEBERkcWxh4OIiGyCVmf+5E+tpHDLPUStVis+rNQoEo5yGC9kIzlPJE/USRAjKfxlL4iR7LOkHQkPL9MxdoJuyFuCKj6OgoNoJ+hX0wi2VSYo2NWumzLt2AtOoCaSE0iopNh0jIOgSpS3n+kYZ1fTMb+dNh0j4e4tiBG0IzkXJee0hFpQ9E2iXKEue6WKjJUIYgT194zuj2RflaTTyj5ba3os3eHv748nnngCTz31FPr166dImxxSISIiIgMfffQR8vLy8Kc//Qnt27fH4sWLkZ2dXac2mXAQEZFN4OXplTNy5Ehs27YNFy9exJQpU7Bx40a0adMGw4cPx5YtW8y6ngoTDiIisglKJRysw3FH8+bNkZCQgGPHjmHZsmX4+uuvMWrUKAQGBmLevHkoLhaM/97WKOZwEBERmaLUHA7W4bgjNzcX69evx7p163DhwgWMGjUKTz/9NH7//XcsWbIEhw4dwldffSVqiwkHERERGdiyZQtSUlKwc+dOdOrUCVOnTsWECRPg7e2tj4mMjETHjoLLZN/GhIOIiGwCV6koZ9KkSRg7diwOHjyIXr16VRsTGBiIV155RdwmEw4iIrIJWq35F33lpFFDly5dgqur8TXzLi4uSExMFLfJSaNERERkwMPDA5cvX65y/7Vr12Bvb16VqEbRw6GG8UI2knpLzoIYySGUFMJxEcQ4CVI9B0GVMW3tVyZVy8XDdEwzT9MxkqJeZTdNx7h5m46RFL6yE8z7unnNdEzToT6mg0KGCjZ23XQMAFeN6bJMrqd2m4zRnDK9Lbv7TMe06mA6pviG6ZgbgqcvKR4nUZRvOqZUcC5KzmkJyYdtmeCvbMEuiz6nBLXTIKiJZ3R/JI9XEodUlKPTVX8kS0tL4egoKYFZVaNIOIiIiEzhkErdvfvuuwAAlUqF999/H+7ud2r/ajQa7N+/Hw888IBZbTPhICIiIgDA8uXLAVT0cCQnJxsMnzg6OqJt27ZITk42q20mHEREZBM4pFJ3586dAwAMGjQIW7ZsQdOmTRVrm5NGiYjIJrDSqHL27NmjaLIBsIeDiIjIwL1aaTQhIQGvvfYa3NzckJCQYDR22bJltW6fCQcREdkEnc78oZEaFmXcU3744QfcunVL/3NNVCqVWe0z4SAiIpug0wJa874LmXCgYhilup+VwjkcRERkE3Taut2oZoWFhdi2bRtOnRIU96lBo+jhyAdgrMyIpNCW/AK6xkmSZy9BjIvg5HYyXftJNCNbVWA6RlKMSyMoMqYRVBNSCdJcv9aCbWlMxxT8bjqmaVvTMej1nOkYO8Hb6cHJgo0BOJRkOsa1ucmQm99vMhlz64TpTdkLnpq3r+mY67mmYyQFu+wEb0R1oWBb9fglIynGJSnqVSSIkXwuCN4+on02Vu9N8niyTk888QQGDBiAadOm4ebNm+jZsyfOnz8PnU6H1NRUPP7447Vukz0cRERkE5RapULA/v370b9/fwDA1q1bodPpkJ+fj3fffRcLFy40q00mHEREZBM4pKKcgoIC+PhUXNJhx44dePzxx+Hq6ophw4bhzJkzZrXJhIOIiIgMtGrVCunp6VCr1dixYwcGDx4MALh+/TqcnSVXJ6uqUczhICIiMkVbh1UqWq5SMTBjxgyMHz8e7u7uaNOmDaKiogBUDLV07drVrDaZcBARkU3QaQEdl8UqYurUqejduzd+++03/PnPf4bd7csmt2vXzuw5HEw4iIiIqIqePXuiZ8+eBvcNGzbM7PaYcBARkU3gkIpyNBoN1q1bh7S0NFy+fBnaPyzj2b17d63bZMJBREQ2gQmHcl544QWsW7cOw4YNQ5cuXcwuZ343JhxERERkIDU1FZs3b8bDDz+sWJv1knCsWrUKb731FnJyctC9e3esWLECvXv3Fj9eA+NV8UqFbZgiSXAlS7Ul7UgqChqrrlpJsjhJEiOp/nlTUOKwXFBptKm/6ZhSwQG6cd10TLsupmMg2B9RFdEuY03HeLYUbAxAzymmY/bONxniLqjYmidYUn9NUCHUxd10jESxoDKu4DQTvecFm1Ks+qfk/Swh+bxTiqDYsdHaCvVdd6GhJo3W9jvuP//5D+bOnYvz588jJCQES5YsMfhi1+l0SExMxNq1a5Gfn4++ffti9erVCAkJ0cfk5eVh+vTp+Oyzz2BnZ4fHH38c77zzDtzdK96IJSUlmDJlCjIyMvDzzz9j+PDh2LZtm/g5OTo6Ijg4uPYHwwiLnw+bNm1CQkICEhMTcfToUXTv3h0xMTG4fPmypTdNRET3kIYo/FXb77hvv/0W48aNw9NPP40ffvgBI0eOxMiRI3HixJ1rDLz55pt49913kZycjMOHD8PNzQ0xMTEoKbmTAo4fPx4//fQTdu3ahc8//xz79+/Hs88+q/+9RqOBi4sLnn/+eURHR9f6ec2cORPvvPMOdAou31HplGytGuHh4ejVqxdWrlwJANBqtWjVqhWmT5+O2bNn1/g4tVqtz9QSYfyvgyaC/ZB05SjVw+EmiHESxNRnD4ePIMhBcKCV6uHwDTQdo1gPRztBzNBE0zGSHg7fBwQbA5B31nSMoIcD2zeY3pSghyP/iukYSQ/H1YumY/IumY5RqocjTxDDHg7jjB3nMgALbv9cVFQENzfJp2Pt3P1d8SUAFzN7OG7qgKG3f67Nvtb2O27MmDFQq9X4/PPP9ff16dMHPXr0QHJyMnQ6HQIDAzFz5kzMmjULQEXVT39/f6xbtw5jx47Fzz//jE6dOuH777/XryLZsWMHHn74Yfz+++8IDDT8AJ04cSLy8/Nr1cPx2GOPYc+ePfDx8UHnzp3RpInhF8CWLVvEbVWyaA9HWVkZMjIyDLIrOzs7REdHIz09vUp8aWkpCgsL9TciIqL6dvf3UGFhIUpLq0/zavsdBwDp6elVehxiYmL08efOnUNOTo5BjJeXF8LDw/Ux6enp8Pb2NliyGh0dDTs7Oxw+fNi8J/0H3t7eeOyxxzBw4ED4+vrCy8vL4GYOi87huHr1KjQaDfz9Df+k9ff3r/YSt4sWLcKCBQuq3E9ERGSKDubPxbj7YX/sIUhMTMT8+fOrPKa233EAkJOTU218Tk6O/veV9xmL8fPzM/i9g4MDfHx89DF1lZKSokg7d7OqVSpz5sxBQkICgIpusj++6ERERDXRQjbsXdNjK2VnZxsMqTg5SQbBbU95eTn27t2LX375BX/961/h4eGB7OxseHp66oexasOiCYevry/s7e2Rm2s4xT03NxcBAQFV4p2cnPQvrL29vSV3jYiIqFqenp6iORy1/Y4DgICAAKPxlf/m5ubivvvuM4jp0aOHPuaPk1LLy8uRl5dX43Zr68KFCxgyZAiysrJQWlqKP//5z/Dw8MCSJUtQWlqK5OTkWrdp0Tkcjo6OCAsLQ1pamv4+rVaLtLQ0REREWHLTRER0j9HW8VYpLCwMnTp1wqpVq4xuz5zvuIiICIN4ANi1a5c+PigoCAEBAQYxhYWFOHz4sD4mIiIC+fn5yMjI0Mfs3r0bWq0W4eHhRvdZ6oUXXkDPnj1x/fp1uLi46O9/7LHHquy/lMWHVBISEhAXF4eePXuid+/eSEpKglqtxqRJkyy9aSIiuofoIFttWNNjK2VkZIhXqZj6jouNjUWLFi2waNEiABVf5AMHDsTSpUsxbNgwpKam4siRI1izZg0AQKVSYcaMGVi4cCFCQkIQFBSEuXPnIjAwECNHjgQAdOzYEUOGDMEzzzyD5ORk3Lp1C9OmTcPYsWMNpiKcPHkSZWVlyMvLw40bN5CZmQkA+p4SY7755ht8++23cHQ0XF/Vtm1bXLwoWG5WDYsnHGPGjMGVK1cwb9485OTkoEePHtixY0eVCTHG2N++1USy3MzFdIioHUmMZGRLMiKo1KCSo6Afy0mwLNbDx3SMs+A92kTw5B0EB7rZfaZjNIK1kfaCJZ8iJ/+f6ZhOo2RtnUg1HeMoONiCNZ2S18xXsCRaMlnPt4XpGMl5VpRvOqZA8Lo2KTMdI1leK1mmK9iUaAmupFiZZJ8lMZIucGPP3dz5FI2Jqe+4rKws/ZVWASAyMhIbN27Eq6++ipdffhkhISHYtm0bunS5s4b/pZdeglqtxrPPPov8/Hz069cPO3bsgLPznQ/qDRs2YNq0aXjooYf0hb/effddg317+OGHceHCBf3/Q0NDAUBUW0Or1UJTzQfo77//Dg8PD+HRMWTxOhzmuntt9T9h/IteUmeCCYdxbp6mY+oz4ZC0Yyd4Xu7epmPsBTGIFdThkFQjVTLhKBIUrNi4xmRIsaCeSbng21LySVJ8w3SMpMqsUglHKRMOoyQ1P4zFlAF47fbP9VGH41PIvg+qUwLg0ds/d+jQAXZ2doiPj0d8fLwCe9n4jBkzBl5eXlizZg08PDxw7NgxNG/eHI8++ihat25t1ioWq1qlQkREZC6lVqnUZkjFVi1duhQxMTHo1KkTSkpK8Ne//hVnzpyBr68vPv74Y7PaZMJBREREBlq2bIkff/wRmzZtwo8//oiioiI8/fTTGD9+vMEk0tpgwkFERDZBqR6OsLCwe35IZf/+/YiMjMT48eMxfvx4/f3l5eXYv38/BgwYUOs2mXAQEZFNaIhVKrZq0KBBuHTpUpWKpgUFBRg0aFC1E0pNYcJBREQ2QamEgypWsqhUVa+Ed+3aNbOTMSYcREREBAD4y1/+AqCiHsjEiRMNyrprNBocO3YMkZGRZrXNhIOIiGyCUnM47mWVV4LV6XTw8PAwmCDq6OiIPn364JlnnjGr7UaRcDjDeN0KybprV+F2TJEcMEmNDUEdJTgKNiYp/SAp6qUS1LTQCd6RJWrTMXmC8hHNBAWiXAQFT+wFB/r6r6Zjmh5933RQzymmY87vNR0DAOUlpmN+/MhkSEmh6WZcBTX4CrJMx9wQ1PO4lm06RvS6Cs57STuSufZlgmIUZYICGmWC94+kzo/ks0NS80PwVhUNMxirQWLRa2dUQ6khlXt50mhlfY22bdti1qxZis5laRQJBxERUX3hpFEgMVFQ7LCW6jsBJSIisgilLt5GFVenffLJJxEYGAgHBwfY29sb3MzBHg4iIrIJXKWinIkTJyIrKwtz587FfffdV+2KldpiwkFERHSXe3kOR6UDBw7gm2++EV1ZVooJBxER2QReS0U5rVq1El1VtjY4h4OIiGyCro43uiMpKQmzZ8/G+fPnFWuTPRxERERkYMyYMSguLsb9998PV1dXNGliuCA7Ly+v1m0y4SAiIpvAwl/KSUpKUrzNRpFwuMN4MS1JIRzJIh7JHFxJO5JL2khitOWmY24JYhwENaQkz6tAkNA6CioXaQT77CioyFQqqFzk5Ws6pmlz0zHIv2g6Zvtc0zEektJOAC4KSjcJjqPGWFWm20quCnbnrOkYB8EbsShfmRjJOSQpVCchaaaJ5JNU0JDkfSgpUChpR6kvWGPbEtRMUxRXqSgnLi5O8TYbRcJBRERkCi9PXzeFhYXw9PTU/2xMZVxtMOEgIiK6y726SqVp06b6S9J7e3tXW3uj8iqyvDw9ERHdsziHo252794NHx8fAMCePXsUb58JBxER2QzOxTDfwIEDq/1ZKazDQURERBbHHg4iIrIJXKVi3ZhwEBGRTeAcDuvGIRUiIiKyuEbRw+EG48VuJKWUJJmVZJGPUsXBJAVxBLWNFMsYJcewiaDiUBNjFdpuc3EXbEzATnD2SgpE3bwh2NhB0yEuHqZjNOWCgl4AbhaZjrkhKMTm4WM6xlOw+s9VsOS+7KbpGHdv0zGSwl8SShXgk7wP1ZJCZIJ2JEW9JO1InpdkW5LPBWNntKDmoKKUGlK5V+twWFqjSDiIiIhM4dVi6yY0NLTa2hvVOXr0aK3bZ8JBREREGDlypEXbZ8JBREQ2gatU6iYxMdGi7TPhICIim8BVKtaNCQcREdkE9nAoR6PRYPny5di8eTOysrJQVmY4PTgvTzBr/Q+4LJaIiIgMLFiwAMuWLcOYMWNQUFCAhIQE/OUvf4GdnR3mz59vVptMOIiIyCZo63ijOzZs2IC1a9di5syZcHBwwLhx4/D+++9j3rx5OHTokFltMuEgIiKboKvjje7IyclB165dAQDu7u4oKCgAAAwfPhzbt283q02bmMMhKcyj1BOVFOwqFsRIioNJSArzSIjKUQmq+EgKf5WqTcfcumU6xqGJ6RgJO0HarRFUUpIUGXMWLu0vF5xokiJakn0qEbwekqJekkJkkoJmtwT7LCufZprkLy6lvogk1Q0Eh1nUjlIFxCSfrcY+y2QVHcgatWzZEpcuXULr1q1x//3346uvvsKDDz6I77//Hk5Ogg/6arCHg4iIbAKHVJTz2GOPIS0tDQAwffp0zJ07FyEhIYiNjcVTTz1lVps20cNBRETE0ubKWbx4sf7nMWPGoHXr1khPT0dISAhGjBhhVptMOIiIiO5yr5Y2NyYiIgIRERF1aoMJBxER2QQW/lLWmTNnsGfPHly+fBlareERmjdvXq3bY8JBREQ2gYW/lLN27Vo899xz8PX1RUBAgMFF3VQqFRMOIiIiqruFCxfi9ddfxz/+8Q/F2mTCQURENoFDKsq5fv06Ro8erWibXBZLREQ2QQfzl8RySMXQ6NGj8dVXXynaZqPo4VDDeAEayYkiKbQlqO0kKjgkqFkFyfxnSdEcSeEvSVYpOT7NBTGSQlOSs87Tx3SMi4fpGEkxKgk3L9MxxYWmY85myrbn4286RvL8C6+YjpEU43IQnGiugmNUIqiKJ6gvJyrAJ3jqovePpIiWZJ8lny8Skn1W6nNB8le/sc9fyceBkjiHQznBwcGYO3cuDh06hK5du6JJE8NKi88//3yt22wUCQcRERHVnzVr1sDd3R379u3Dvn37DH6nUqmYcBAR0b2LPRzKOXfunOJtMuEgIiKbwEmjlqHTVaRjdy+NNQcnjRIREVEV//d//4euXbvCxcUFLi4u6NatGz788EOz22MPBxER2QT2cChn2bJlmDt3LqZNm4a+ffsCAA4cOIApU6bg6tWrePHFF2vdJhMOIiKyCZzDoZwVK1Zg9erViI2N1d/3yCOPoHPnzpg/f75ZCQeHVIiIiMywf/9+jBgxAoGBgVCpVNi2bZsi7e7duxcPPvggnJycEBwcjHXr1hn8fv78+VCpVAa3Bx54QJFtV7p06RIiIyOr3B8ZGYlLly6Z1SYTDiIisgm6Ot5qS61Wo3v37li1alXdd/62c+fOYdiwYRg0aBAyMzMxY8YMTJ48GTt37jSI69y5My5duqS/HThwQLF9ACrqcGzevLnK/Zs2bUJISIhZbTaKIZWLkBWyMUZSKEgyhicp2OUqiLkpiJHMB5YU1nESxEj2WXJ8StWCbQkKRLl6mo6RFBnLOW86RlLU6nqu6ZhyQcW3P9TOqVG+oGpVwTXTMWWCE61UEOPVzHSM5LnZC2I0gup6ks8DQe045AtiBHXRRMX+JO9VwdtHVEBM8l6VFPuTFD0z9lpIPneVVN9zOIYOHYqhQ4fW+PvS0lK88sor+Pjjj5Gfn48uXbpgyZIliIqKqvExycnJCAoKwtKlSwEAHTt2xIEDB7B8+XLExMTo4xwcHBAQEGDGXsssWLAAY8aMwf79+/VzOA4ePIi0tLRqExEJ9nAQERFZwLRp05Ceno7U1FQcO3YMo0ePxpAhQ3DmzJkaH5Oeno7o6GiD+2JiYpCenm5w35kzZxAYGIh27dph/PjxyMrKUnTfH3/8cRw+fBi+vr7Ytm0btm3bBl9fX3z33Xd47LHHzGqzUfRwEBERmaLUpNHCwkJoNHf6kpycnODkJOkrviMrKwspKSnIyspCYGAgAGDWrFnYsWMHUlJS8MYbb1T7uJycHPj7G17bwN/fH4WFhbh58yZcXFwQHh6OdevWoUOHDrh06RIWLFiA/v3748SJE/DwEFzzQCgsLAwfffSRYu0x4SAiIpug1JBKZYJQKTExEfPnz69Ve8ePH4dGo0H79u0N7i8tLUWzZhVjlO7u7vr7J0yYgOTkZFHbdw/jdOvWDeHh4WjTpg02b96Mp59+ulb7ebfCwkJ4enrqfzamMq42mHAQEZFNUKqHIzs7G25ud2bs1bZ3AwCKiopgb2+PjIwM2NsbzpipTDQyMzP191V+gQcEBCA313DSWG5uLjw9PeHi4lLttry9vdG+fXucPXu21vt5t6ZNm+LSpUvw8/ODt7d3tZVFdTodVCqVQQ+QFBMOIiKiuwwaNAh2dnaIj49HfHy8WW2EhoZCo9Hg8uXL6N+/f7UxwcHBVe6LiIjAF198YXDfrl27EBERUeO2ioqK8Msvv+DJJ580a18r7d69Gz4+FdOt9+zZU6e2qsOEg4iIbIJSQyoZGRkGPRw1KSoqMuhVOHfuHDIzM+Hj44P27dtj/PjxiI2NxdKlSxEaGoorV64gLS0N3bp1w7Bhw6ptc8qUKVi5ciVeeuklPPXUU9i9ezc2b96M7du362NmzZqFESNGoE2bNsjOzkZiYiLs7e0xbtw4M599hYEDB+p/DgoKQqtWrar0cuh0Ovz2229mtc+Eg4iIbEJ9Vxo9cuQIBg0apP9/QkICACAuLg7r1q1DSkoKFi5ciJkzZ+LixYvw9fVFnz59MHz48BrbDAoKwvbt2/Hiiy/inXfeQcuWLfH+++8bLIn9/fffMW7cOFy7dg3NmzdHv379cOjQITRv3tyMZ1HzflQOr9wtLy8PQUFBZg2pqHSVl4GzMmq1Wj/O9Qpsrw6H5PlI6nBIyjpIRh8FpTHgbjpEtD+SOhzNWwoaEriRZzpGUofDXlC0QFKHQ9IOAEjeyyrBovb6rMNhL/jz5aqgQOFVQTEKyXp+Sa2bfEGMBOtwVK8UwMzbPxcVFYl6DWrr7u+KWSb2x5gyAG/f/rlDhw51HlJp7Ozs7JCbm1sliblw4QI6deoEtVpythpqFD0cBTD+RSb5kpN8QEneyEplZ5JtSV4cQY0kSBZJCb8HTbcj2GlHQQakEXyClwmySMkXrovgM/CWYH+K8k3HSJ47AGgF3xju3qZjXARZotr4ZHQAwudW/Xw2A5LiYJLzVfJRp1QyLklcJF9ySr3HJM9d8geWJAEqEcQY+wySfD4pqb6HVGxRZS+NSqXC3Llz4ep6509ojUaDw4cPo0ePHma13SgSDiIiIlN48ba6++GHHwBUzNU4fvw4HB3vpNOOjo7o3r07Zs2aZVbbTDiIiIgIwJ3VKZMmTcI777xjVr2NmrC0ORER2QRtHW+VwsLC0KlTJ0UvytbYJCUloby86sBbXl6eyaJgNWHCQURENkEH85ONu4dUMjIycPLkyXt2wigAjB07FqmpqVXu37x5M8aOHWtWm0w4iIiIyMDhw4cNlvxWioqKwuHDh81qk3M4iIjIJnDSqHJKS0urHVK5desWbt6UrN2qij0cRERkE3R1vFXiHA6gd+/eWLNmTZX7k5OTERYWZlab7OEgIiKbwDocylm4cCGio6Px448/4qGHHgIApKWl4fvvv8dXX31lVpuNIuFwgPEiPpIqf5LuMkmFUEnxHslBlRT+khTmkRQuUqobS3IMJQWrdIIYSYVQjeAAiQqRCQpW3RRUWyoRxEiqkQKAVqHnJikOZic4qW8WmY6RFEezE5yMki8MSRVeCcn7WfI+VKo4mOT9LDmFJJ8vNwQxda1YqtTrRPWvb9++SE9Px1tvvYXNmzfDxcUF3bp1wwcffICQkBCz2rRYwvH6669j+/btyMzMhKOjI/Lz8y21KSIiIs7hUFiPHj2wYcMGxdqz2ByOsrIyjB49Gs8995ylNkFERKSnVB0OMlRSUoLCwkKDmzkslnAsWLAAL774Irp27WqpTRARESmOk0aB4uJiTJs2DX5+fnBzc0PTpk0NbuawqjkcpaWlKC2tuOyQOVeiIyKie5dSQyqcNAr8/e9/x549e7B69Wo8+eSTWLVqFS5evIj33nsPixcvNqtNq1oWu2jRInh5ecHLywuBgYENvTtERNSIcEhFOZ999hn+9a9/4fHHH4eDgwP69++PV199FW+88YbZ8zpqlXDMnj0bKpXK6O3UqVNm7QgAzJkzBwUFBSgoKEB2drbZ7RAREZH58vLy0K5dOwCAp6cn8vIqlg7269cP+/fvN6vNWg2pzJw5ExMnTjQaU7mD5nBycoKTU8XCMHt7yYI1IiKiClylopx27drh3LlzaN26NR544AFs3rwZvXv3xmeffQZvb2+z2qxVwtG8eXM0b97crA0RERFZklKFv6ji8vQ//vgjBg4ciNmzZ2PEiBFYuXIlbt26hWXLlpnVpsUmjWZlZSEvLw9ZWVnQaDTIzMwEAAQHB8Pd3b1WbWlhvJCNpFiOJEZQ/0mkVKF2JH08kmJCkuclOREk+yMpRlWUbzrmhqDakrFicJW8vEzHqAUrvAqumI4pF3xilZeYjgEAB8FgZ/5l0zFNBCe+pBjXdcHrUc1lF6poJtiWo+Ck1pWZjpEUv3IWxEg+OySLBCXFwZTq11VquqNk6r6xQmSSomnWKCwsDHZ2doiPj79nrxj74osv6n+Ojo7GqVOnkJGRgeDgYHTr1s2sNi2WcMybNw/r16/X/z80NBQAsGfPHkRFRVlqs0REdI/iKhVl3Lp1C0OGDEFycrK+qmibNm3Qpk2bOrVrsVUq69atg06nq3JjskFERJbAVSrKaNKkCY4dO6Z4u1a1LJaIiMhcSl0tloAJEybggw8+ULRNqyr8RURERA2vvLwc//73v/H1118jLCysyhCTORNHmXAQEZFN4CoV5Zw4cQIPPvggAOB///ufwe9UKvOuA8yEg4iIbALrcNTdr7/+iqCgIOzZs0fxtjmHg4iIiAAAISEhuHLlTh2AMWPGIDc3V5G2mXAQEZFNUGqVyr18tVidzrCv54svvlDsYqqNYkjFAcaLPEkK80ieqFIFuyRjgUoV7JKsFJcUyFKqO1EnePI3BdWAjBUT0m9LEHNL8KIWF5iOkeyzZFSzWBADAB6C4yiofSUqaiYhKZAlqI2GIsHz8hTESI615K8pV0GM5P0s+ey4JoiRnB+S5y4pICb5TJS87sbeh/U9L0JXh22yDoflsYeDiIiIAEB/IdY/3qeERtHDQUREZAonjdadTqfDxIkT9RdSLSkpwZQpU6r0+GzZsqXWbTPhICIim8CEo+7i4uIM/j9hwgTF2mbCQURERACAlJQUi7XNhIOIiGwCC39ZNyYcRERkEzikYt2YcBARkU1gD4d147JYIiIisrhG0cPhAOM7qhG0ISkkJajtJMrQJPsjKerlI4iRFC6SvMiS5y4hKZAlKZLrLojxElRPKxdUxyopMR0jOX8kxZaKBDGA7DyTxOQLipo5CRpyFRxrR8GxzjEdApXgHJIUpJIUvJP8VSspLNhcECP5XPhNECN53ZUqDibZlrF2JNtQEodUrBt7OIiIyCawtLl1axQ9HERERPWFpc0tgwkHERHZBA6pWDcmHEREZBO4SsW6cQ4HERERWRx7OIiIyCZwSMW6MeEgIiKbwCEV68YhFSIiIrK4RtHDUYq6d3dJsldJkRqlinr5C2Ikxa8kx6VUoXYkxa9uCmIk+yMppCShE7zwxYJ2JPssqI0lJqhFJiruJKjFBXvJm0NQjEtShO66IOaqIEby3pAU/pJQqjhYM0GM5P2TJ4iRvJ+VKvbX0Nu4G4dUrFujSDiIiIhM4ZCKdWPCQURENoE9HNaNcziIiIjI4tjDQURENkEH84dG2MNheUw4iIjIJmghm0xd02PJsjikQkREZIb9+/djxIgRCAwMhEqlwrZt2xRpd+/evXjwwQfh5OSE4OBgrFu3rkrMxYsXMWHCBDRr1gwuLi7o2rUrjhw5osj2LYUJBxER2QRdHW+1pVar0b17d0UvY3/u3DkMGzYMgwYNQmZmJmbMmIHJkydj586d+pjr16+jb9++aNKkCb788kucPHkSS5cuRdOmTRXbD0vgkAoREdmE+l6lMnToUAwdOrTG35eWluKVV17Bxx9/jPz8fHTp0gVLlixBVFRUjY9JTk5GUFAQli5dCgDo2LEjDhw4gOXLlyMmJgYAsGTJErRq1QopKSn6xwUFBZnxDOpXo0g4ymD8ZJAU7JJ05UgKW0mKCfkIYiTFwSRjkZJCZJIYyXOXFL8qFMRIcnDJa1ouqGqllrQjiJE8d0mRLek4cZEgRvLmlZxnkmPkJthxyfkqKY6WK4iRHGsPQYxSxdokr4XknPYSxCj1PpTsz72qsLAQGs2dT04nJyc4OUnKuxmaNm0aTp48idTUVAQGBmLr1q0YMmQIjh8/jpCQkGofk56ejujoaIP7YmJiMGPGDP3///vf/yImJgajR4/Gvn370KJFC0ydOhXPPPNMrfexPnFIhYiIbIK2jrdKgYGB8PLy0t8WLVpU633JyspCSkoK/vOf/6B///64//77MWvWLPTr18+gZ+KPcnJy4O9vWIva398fhYWFuHmzohbtr7/+itWrVyMkJAQ7d+7Ec889h+effx7r16+v9X7Wp0bRw0FERGSKUqtUsrOz4ebmpv+/Ob0bx48fh0ajQfv27Q3uLy0tRbNmFYXu3d3vFOmfMGECkpOTZfuq1aJnz5544403AAChoaE4ceIEkpOTERcXV+t9rS9MOIiIiO7i6elpkHCYo6ioCPb29sjIyIC9veEAVmWikZmZabBNAAgICEBuruHAYm5uLjw9PeHiUjFIet9996FTp04GMR07dsQnn3xSp322NCYcRERkE5SaNBoWFgY7OzvEx8cjPj7erPZCQ0Oh0Whw+fJl9O/fv9qY4ODgKvdFRETgiy++MLhv165diIiI0P+/b9++OH36tEHM//73P7Rp08asfa0vTDiIiMgmKJVwZGRkiHo4ioqKcPbsWf3/z507h8zMTPj4+KB9+/YYP348YmNjsXTpUoSGhuLKlStIS0tDt27dMGzYsGrbnDJlClauXImXXnoJTz31FHbv3o3Nmzdj+/bt+pgXX3wRkZGReOONN/DEE0/gu+++w5o1a7BmzRozn3394KRRIiKyCUpNGpU6cuQIQkNDERoaCgBISEhAaGgo5s2bBwBISUlBbGwsZs6ciQ4dOmDkyJH4/vvv0bp16xrbDAoKwvbt27Fr1y50794dS5cuxfvvv69fEgsAvXr1wtatW/Hxxx+jS5cueO2115CUlITx48eb8Szqj0qn01llCXm1Wq0f53oOxpejKrUsVnLCSZbFBgpiAgQxroIYyZJXyQtsbcti/QQxktdCsuRTssSyWBCj1DJmQLZUV6llsZKloZLRbMn5cVkQc0UQIzmHrG1ZrOQcyhfESI6htSyLLQOw7PbPRUVFdZ4XUZ27vyt6w/znpQHw3e2fO3ToUOchFaqKQypERGQTlFqlIh1SodppFAmHqe4uyV+Dkr/ynQUxzQUx3oIYSRYu2WfJX5WS3gvJX943BDESkpNOqX2W9FpJejiU2h9JjwMgK/wl+etcck5LzkXJeSY5XyW9UpLeSMnxkXzxSI6PpB3J6yp57pJeGcn5KunZk/SCSJ6XsfOnvi+IVt+VRql2OIeDiIiILI4JBxER2QSlLt4WFhaGTp06KXpRNmokQypERESmcA6HdWMPBxEREVkceziIiMgmKNXDQZbBHg4iIrIJnMNh3djDQUREdBfO4bAMJhxERGQTWIfDujWKhEMD42M/koJLkiJJngrFSIoJSUiK90gKIEneSJJiQpIYL0GMpNCU5DWVFHyTkDwvSdEzJd9MkucmKcYlORclJfQl+yMZO3cSxEj2R3LeS2Ikz0vy2SF5j0nakcS4C2Ikf5tLSq1LzjFj572kYJ6SdDB/LgYTDstrFAkHERGRKezhsG6cNEpERHQXThq1DPZwEBGRTajL0lYW/rI8JhxERGQTOKRi3TikQkRERBbHHg4iIrIJSg2pkGUw4SAiIpvAIRXrxiEVIiKiu3CVimU0ih4OLYx3d0mKCUmK5UiKVkmKEkkKIN0UxEgKf0naUaqIlIcgRqkTSrLPShX+khzDEkGMiyBG+leUpPCZpHCT5LlJzmnJfku6pCXtNFGoHaXeP5K1CpLXXvKaStqRxPgKYiTv+QJBjLH3oVLvUSmuUrFujSLhICIiMoVDKtaNQypERERkcezhICIim8BVKtaNCQcREdkEDqlYNyYcRERkE9jDYd04h4OIiOguXBZrGezhICIim8BlsdaNCQcREdkEzuGwbo0i4bC/fauJo6ANSXEjpfJZSUGmIkGMpNhUmSBGUuBHUqBHUvhLMkYn2WfJayopsCYptiTZH0k7kmN4SxAjjZNsT1L8ylsQIynGpdSxlryukhjJMZScrzcEMZK/rCX7IzmGkkKHks+ypoIYyflj7POF8yLobo0i4SAiIjKFPRzWzWKTRs+fP4+nn34aQUFBcHFxwf3334/ExESUlUn+xiEiIqodbR1vZFkW6+E4deoUtFot3nvvPQQHB+PEiRN45plnoFar8fbbb1tqs0RERGSFLJZwDBkyBEOGDNH/v127djh9+jRWr17NhIOIiBSng/k9FRxSsbx6ncNRUFAAHx+fGn9fWlqK0tKKKUhqtWS6EhERUYW6JA1MOCyv3gp/nT17FitWrMDf/va3GmMWLVoELy8veHl5ITAwsL52jYiIiCys1gnH7NmzoVKpjN5OnTpl8JiLFy9iyJAhGD16NJ555pka254zZw4KCgpQUFCA7Ozs2j8bIiK6Z+nqeCPLqvWQysyZMzFx4kSjMe3atdP/nJ2djUGDBiEyMhJr1qwx+jgnJyc4OVWsMre3N1Z5g4iIyJAWshot1bk74QgLC4OdnR3i4+MRHx+vwJ4RYEbC0bx5czRv3lwUe/HiRQwaNAhhYWFISUmBnZ1lRnAkRYkkRaskKY5SRb0KBTE3BTGSfXZRqB2lihtJTjrJmSLZH0nRswKF2pHsj6SwEyB77SXnmWR7kgJQ7oIYcz/o/0iyz5LzVXKeSfZZcpwlMd6CGEnRAMn72VkQI/lMlJwbOYKY+qJUwsHS5pZhsUmjFy9eRFRUFNq0aYO3334bV65c0f8uICDAUpslIiIiK2SxhGPXrl04e/Yszp49i5YtWxr8TqfjaBkRESmLq1Ssm8VWqUycOBE6na7aGxERkdI4adS61duyWCIiIrp38eJtRERkE5SaNEqWwYSDiIhsAudwWDcOqRAREZHFsYeDiIhsAodUrFujSDjsYLwrRlIIR3ISSootKVWQSVL4S6kiQJIiSUrFSN60khhJ8SfJayEp6iVpR6miZ5IidYDs+Uu2JznWVwUxktfeURAjeV7lghhJ16zk/aPUcS4RxEhICqxJjo/kdZe8ppL98TLyO8lroCQOqVg3DqkQERGRxTWKHg4iIiJTOKRi3ZhwEBGRTeCQinXjkAoREdkEbR1vtbV//36MGDECgYGBUKlU2LZtW52fAwDs3bsXDz74IJycnBAcHIx169YZ/L5t27ZQqVRVbtZ+ZVsmHERERGZQq9Xo3r07Vq1apVib586dw7BhwzBo0CBkZmZixowZmDx5Mnbu3KmP+f7773Hp0iX9bdeuXQCA0aNHK7YflsAhFSIisgn1PaQydOhQDB06tMbfl5aW4pVXXsHHH3+M/Px8dOnSBUuWLEFUVFSNj0lOTkZQUBCWLl0KAOjYsSMOHDiA5cuXIyYmBgDQvHlzg8csXrwY999/PwYOHGjGs6g/Vptw3H2RN1PL0iRLr0oFMUottZPESJbaSWIkL6BSS14lx1CyP5JJXZLuTcn+SGIkr5dkfyTPS/qGU+ocUuo4SpZ9WttrptSyWKVeC6X2WUKy/Fqp97yxfb77uNTHhTut7SJs06ZNw8mTJ5GamorAwEBs3boVQ4YMwfHjxxESElLtY9LT0xEdHW1wX0xMDGbMmFFtfFlZGT766CMkJCRApTJ3ymz9sNqEo7i4WP/zvxtwP4iIqO6Ki4vh7i6p7NHwCgsLodHcSUednJzg5ORUqzaysrKQkpKCrKwsBAYGAgBmzZqFHTt2ICUlBW+88Ua1j8vJyYG/v7/Bff7+/igsLMTNmzfh4mJYfWnbtm3Iz8/HxIkTa7V/DYFzOIiIiO4SGBgILy8v/W3RokW1buP48ePQaDRo37493N3d9bd9+/bhl19+AQCD+6dMmWLWvn7wwQcYOnSoPqmxZlbbw+Hr64vc3FwAgKurq2JdRYWFhQgMDER2djY8PT0VafNexOOoDB5HZfA4KkPp46jT6fS91b6+vnVurzqurq4oKpLUd5YpLS2Fvb29wXdObXs3AKCoqAj29vbIyMiAvb3hAFZlT09mZqb+vsrjHRAQoP/uq5SbmwtPT88qvRsXLlzA119/jS1bttR6/xqC1SYcdnZ28PPzU7zdym4yNzc3uLm5Kd7+vYLHURk8jsrgcVSGJY6jpYdRVCqVoq+5Um2FhoZCo9Hg8uXL6N+/f7UxwcHBVe6LiIjAF198YXDfrl27EBERUSU2JSUFfn5+GDZsmCL7bGlWm3AQERFZs6KiIpw9e1b//3PnziEzMxM+Pj5o3749xo8fj9jYWCxduhShoaG4cuUK0tLS0K1btxqThClTpmDlypV46aWX8NRTT2H37t3YvHkztm/fbhCn1WqRkpKCuLg4ODg0jq9yzuEgIiIyw5EjRxAaGorQ0FAAQEJCAkJDQzFv3jwAFT0QsbGxmDlzJjp06ICRI0fi+++/R+vWrWtsMygoCNu3b8euXbvQvXt3LF26FO+//75+SWylr7/+GllZWXjqqacs9wQV1jjSIgU5OTkhMTHRrDE5uoPHURk8jsrgcVQGj2PtREVFGV3u26RJEyxYsAALFiyodbs//PCD0ZjBgwfXy1JjJal0jW2PiYiIqNHhkAoRERFZHBMOIiIisjgmHERERGRxTDiIiIjI4u7ZhOP8+fN4+umnERQUBBcXF9x///1ITExEWZlSl0+6d7z++uuIjIyEq6srvL29G3p3GpVVq1ahbdu2cHZ2Rnh4OL777ruG3qVGZf/+/RgxYgQCAwOhUqmwbdu2ht6lRmnRokXo1asXPDw84Ofnh5EjR+L06dMNvVtkY+7ZhOPUqVPQarV477338NNPP2H58uVITk7Gyy+/3NC71uiUlZVh9OjReO655xp6VxqVTZs2ISEhAYmJiTh69Ci6d++OmJgYXL58uaF3rdFQq9Xo3r07Vq1a1dC70qjt27cP8fHxOHToEHbt2oVbt25h8ODBUKvVDb1rZEO4LPYub731FlavXo1ff/21oXelUVq3bh1mzJiB/Pz8ht6VRiE8PBy9evXCypUrAVRUDmzVqhWmT5+O2bNnN/DeNT4qlQpbt27FyJEjG3pXGr0rV67Az88P+/btw4ABAxp6d8hG3LM9HNUpKCiAj49PQ+8G3QPKysqQkZGB6Oho/X12dnaIjo5Genp6A+4ZUcVnIQB+HpKimHDcdvbsWaxYsQJ/+9vfGnpX6B5w9epVaDQa+Pv7G9zv7++PnJycBtorooqethkzZqBv377o0qVLQ+8O2RCbSzhmz54NlUpl9Hbq1CmDx1y8eBFDhgzB6NGj8cwzzzTQnlsXc44jETV+8fHxOHHiBFJTUxt6V8jG2Ny1VGbOnImJEycajWnXrp3+5+zsbAwaNAiRkZFYs2aNhfeu8ajtcaTa8fX1hb29PXJzcw3uz83NRUBAQAPtFd3rpk2bhs8//xz79+9Hy5YtG3p3yMbYXMLRvHlzNG/eXBR78eJFDBo0CGFhYUhJSYGdnc11+JitNseRas/R0RFhYWFIS0vTT3LUarVIS0vDtGnTGnbn6J6j0+kwffp0bN26FXv37kVQUFBD7xLZIJtLOKQuXryIqKgotGnTBm+//TauXLmi/x3/wqydrKws5OXlISsrCxqNBpmZmQCA4OBguLu7N+zOWbGEhATExcWhZ8+e6N27N5KSkqBWqzFp0qSG3rVGo6ioCGfPntX//9y5c8jMzISPj4/RS4CTofj4eGzcuBGffvopPDw89POIvLy84OLi0sB7RzZDd49KSUnRAaj2RrUTFxdX7XHcs2dPQ++a1VuxYoWudevWOkdHR13v3r11hw4dauhdalT27NlT7bkXFxfX0LvWqNT0WZiSktLQu0Y2hHU4iIiIyOI4aYGIiIgsjgkHERERWRwTDiIiIrI4JhxERERkcUw4iIiIyOKYcBAREZHFMeEgIiIii2PCQURERBbHhIOIiIgsjgkHkQXdunWroXeBiMgqMOEgqoUdO3agX79+8Pb2RrNmzTB8+HD88ssvAIDz589DpVJh06ZNGDhwIJydnbFhwwYAwL///W907twZTk5OuO+++/RXhNXpdJg/fz5at24NJycnBAYG4vnnn9dvr7S0FLNmzUKLFi3g5uaG8PBw7N2712CfDh48iKioKLi6uqJp06aIiYnB9evX6+eAEBEJMeEgqgW1Wo2EhAQcOXIEaWlpsLOzw2OPPQatVquPmT17Nl544QX8/PPPiImJwerVqxEfH49nn30Wx48fx3//+18EBwcDAD755BMsX74c7733Hs6cOYNt27aha9eu+ramTZuG9PR0pKam4tixYxg9ejSGDBmCM2fOAAAyMzPx0EMPoVOnTkhPT8eBAwcwYsQIaDSa+j0wREQm8OJtRHVw9epVNG/eHMePH4e7uzuCgoKQlJSEF154QR/TokULTJo0CQsXLqzy+GXLluG9997DiRMn0KRJE4PfZWVloV27dsjKykJgYKD+/ujoaPTu3RtvvPEG/vrXvyIrKwsHDhyw3JMkIlIAeziIauHMmTMYN24c2rVrB09PT7Rt2xZARXJQqWfPnvqfL1++jOzsbDz00EPVtjd69GjcvHkT7dq1wzPPPIOtW7eivLwcAHD8+HFoNBq0b98e7u7u+tu+ffv0wziVPRxERNbOoaF3gKgxGTFiBNq0aYO1a9ciMDAQWq0WXbp0QVlZmT7Gzc1N/7OLi4vR9lq1aoXTp0/j66+/xq5duzB16lS89dZb2LdvH4qKimBvb4+MjAzY29sbPM7d3V3UPhGRtWAPB5HQtWvXcPr0abz66qt46KGH0LFjR5OTMz08PNC2bVukpaXVGOPi4oIRI0bg3Xffxd69e5Geno7jx48jNDQUGo0Gly9fRnBwsMEtICAAANCtWzejbRMRWQv2cBAJNW3aFM2aNcOaNWtw3333ISsrC7Nnzzb5uPnz52PKlCnw8/PD0KFDcePGDRw8eBDTp0/HunXroNFoEB4eDldXV3z00UdwcXFBmzZt0KxZM4wfPx6xsbFYunQpQkNDceXKFaSlpaFbt24YNmwY5syZg65du2Lq1KmYMmUKHB0dsWfPHowePRq+vr71cFSIiGTYw0EkZGdnh9TUVGRkZKBLly548cUX8dZbb5l8XFxcHJKSkvCvf/0LnTt3xvDhw/WrTLy9vbF27Vr07dsX3bp1w9dff43PPvsMzZo1AwCkpKQgNjYWM2fORIcOHTBy5Eh8//33aN26NQCgffv2+Oqrr/Djjz+id+/eiIiIwKeffgoHB/4tQUTWhatUiIiIyOLYw0FEREQWx4SDiIiILI4JBxEREVkcEw4iIiKyOCYcREREZHFMOIiIiMjimHAQERGRxTHhICIiIotjwkFEREQWx4SDiIiILI4JBxEREVkcEw4iIiKyuP8PHAdb0EzCosAAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wfi = stpsf.WFI()\n", "wfi.filter = 'F158'\n", "\n", "wfipsf = wfi.calc_psf(fov_pixels=41)\n", "stpsf.display_psf(wfipsf, ext='DET_SAMP')" ] }, { "cell_type": "markdown", "id": "4c1b3cec-371b-49b8-9192-6e303387a8a1", "metadata": {}, "source": [ "## Configuring Instrument Models\n", "\n", "Instruments have properties corresponding to their configurable options, typically the bandpass filter, detector, and optional image plane and pupil plane masks." ] }, { "cell_type": "code", "execution_count": 8, "id": "ffd4bdbe-b832-4414-a6ff-dcc34ff9381d", "metadata": {}, "outputs": [], "source": [ "nrc.filter = 'F277W'" ] }, { "cell_type": "code", "execution_count": 9, "id": "bbe22b49-bb00-4b2f-92f3-cd8bbcc53a44", "metadata": {}, "outputs": [], "source": [ "wfi.detector = 'WFI10'" ] }, { "cell_type": "markdown", "id": "fa6efb9b-b979-430d-a689-1072246070b7", "metadata": {}, "source": [ "The available options vary per instrument, reflecting the diversity and complexity of their scientific capabilities. See the [JWST](jwst.html) and [Roman](roman.html) Instrument Model Details pages for further information. " ] }, { "cell_type": "markdown", "id": "c0ae1e59-845e-416d-ba08-be86d72fdddb", "metadata": {}, "source": [ "## Understanding output data products: File structure and FITS extensions" ] }, { "cell_type": "markdown", "id": "fb7f3997-aa54-4a10-80b7-c7636d1ad35e", "metadata": {}, "source": [ "PSF outputs are returned as FITS HDULists with multiple extensions. In most cases, there will be four extensions,\n", "for instance like this:" ] }, { "cell_type": "code", "execution_count": 10, "id": "07e68975-eeee-4c24-8064-413cc0c22616", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: (No file associated with this HDUList)\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 OVERSAMP 1 PrimaryHDU 140 (236, 236) float64 \n", " 1 DET_SAMP 1 ImageHDU 142 (59, 59) float64 \n", " 2 OVERDIST 1 ImageHDU 194 (236, 236) float64 \n", " 3 DET_DIST 1 ImageHDU 195 (59, 59) float64 \n" ] } ], "source": [ "psf = nrc.calc_psf(fov_pixels=59)\n", "psf.info()" ] }, { "cell_type": "markdown", "id": "c6e66be8-053a-4701-8096-831ac5639e74", "metadata": {}, "source": [ "The first two extensions give the basic optical model outputs for the expected PSF in ideal coordinates with a perfect detector. The first extension is oversampled, and the second extension is binned down to the detector sampling pixel scale. \n", "\n", "Extensions 2 and 3 then add models for additional \"real world\" effects such as geometric distortion of the instruments, and detector charge transfer and interpixel capacitance. These are subtle effects so the difference can be difficult to see by eye, but this does make for slightly improved PSF model fidelity.\n", "\n", "**In general, the last (\"DET_DIST\") FITS extension of the output PSF is the output data product that most\n", "represents the PSF as actually observed on a real detector. Thus for many use cases that is the best output data product\n", "to use for comparing to science data in observed `cal.fits` files.** \n", "\n", "\n", "The display and analyses functions in stpsf generally take an input parameter ``ext=`` to select between the FITS extensions. Either the extension number or name can be provided." ] }, { "cell_type": "code", "execution_count": 11, "id": "555184b4-2a46-4303-ae6e-6729da791b7d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Extension 0 has oversampling factor = 4 \tPixelscale = 0.0157 arcsec/pix \tFWHM = 0.0883 arcsec\n", "Extension 1 has oversampling factor = 1 \tPixelscale = 0.0629 arcsec/pix \tFWHM = 0.0976 arcsec\n", "Extension 2 has oversampling factor = 4 \tPixelscale = 0.0157 arcsec/pix \tFWHM = 0.0972 arcsec\n", "Extension 3 has oversampling factor = 1 \tPixelscale = 0.0629 arcsec/pix \tFWHM = 0.1061 arcsec\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(figsize=(12,3), ncols=4)\n", "for ext in range(len(psf)):\n", " stpsf.display_psf(psf, ext=ext, ax=axes[ext], title=f'Ext {ext}: {psf[ext].header[\"EXTNAME\"]}',\n", " imagecrop=2, colorbar=False)\n", "\n", " print(f\"Extension {ext} has oversampling factor = \", psf[ext].header['OVERSAMP'], \n", " f\"\\tPixelscale = {psf[ext].header['PIXELSCL']:.4f} arcsec/pix\",\n", " f\"\\tFWHM = {stpsf.measure_fwhm(psf, ext=ext):.4f} arcsec\")" ] }, { "cell_type": "markdown", "id": "7e817f8e-b162-4716-8202-b5f0358f4754", "metadata": {}, "source": [ "In the above plots, the difference between oversampled and detector sampled is easily seen. \n", "\n", "The difference from the distortion effects is a bit more subtle. Note how the PSFS at right are a little softer or more blurred compared to the PSFs at left, and see the small differences in the computed FWHMs printed above. This part of the simulation models the detector charge transfer physics and inter-pixel capacitance which result in crosstalk between adjacent pixels.\n", "Also included as part of the distortion is a model for optical geometric distortions (including for instance slight differences between X and Y pixel scales, small rotations and skews of the detector pixel axes, the very-slightly-different position angles for each NIRCam detector, etc.). " ] }, { "cell_type": "markdown", "id": "5a199356-9668-4f9e-a683-0910589d802e", "metadata": {}, "source": [ "## Customizing PSF Calculations: Wavelength Sampling and Source Spectra" ] }, { "cell_type": "markdown", "id": "948671db-7f39-4bf1-ad34-a548b9c314ad", "metadata": {}, "source": [ "### Input Source Spectra for Polychromatic PSFs" ] }, { "cell_type": "markdown", "id": "25493428-cdec-4fed-bd9f-7048253e5490", "metadata": {}, "source": [ "PSF calculations aim at realistic weighted broadband PSFs taking into account both the source spectrum and the instrumental spectral response.\n", "\n", "The default source spectrum is, if [synphot](https://synphot.readthedocs.io/en/latest/) is installed, a 5700 K blackbody (roughly G2V star spectrum). Without [synphot](https://synphot.readthedocs.io/en/latest/), the default is a simple flat spectrum such that the same number of photons are detected at each wavelength.\n", "\n", "You may choose a different illuminating source spectrum by specifying a ``source`` parameter in the call to ``calc_psf()``. The following are valid sources:\n", "\n", "1. A [synphot.SourceSpectrum](https://synphot.readthedocs.io/en/latest/api/synphot.spectrum.SourceSpectrum.html) object. This is the best option, providing maximum ease and accuracy, assuming you have `synphot` installed. In this case, the `SourceSpectrum` object is combined with a `synphot.SpectralElement` for the selected instrument and filter to derive the effective stimulus in detected photoelectrons versus wavelength. This is then binned to the number of wavelengths set by the ``nlambda`` parameter, and iterated over for a polychromatic calculation.\n", "\n", " As a convenience, stpsf includes a function to retrieve an appropriate `synphot.SourceSpectrum` object for a given stellar spectral type from the PHOENIX or Castelli & Kurucz model libraries. These require data" ] }, { "cell_type": "code", "execution_count": 12, "id": "f59e9c6f-5894-48d9-8d83-f7d6acb5e7bb", "metadata": {}, "outputs": [], "source": [ "src = stpsf.specFromSpectralType('G0V', catalog='phoenix')\n", "\n", "miri = stpsf.MIRI()\n", "miri.filter = 'F560W'\n", "psf = miri.calc_psf(source=src)" ] }, { "cell_type": "markdown", "id": "d7be054b-7467-4fdb-a481-56635eb00a0c", "metadata": {}, "source": [ "2. A dictionary with keys ``\"wavelengths\"`` and ``\"weights\"`` giving the wavelengths in meters and the relative weights for each. The values should be numpy arrays or lists. In this case, the wavelengths and weights are used exactly as provided, without applying the instrumental filter profile." ] }, { "cell_type": "code", "execution_count": 13, "id": "ed525458-e2b3-42a9-8e49-1108b1f950d4", "metadata": {}, "outputs": [], "source": [ "src = {'wavelengths': [2.0e-6, 2.1e-6, 2.2e-6], 'weights': [0.3, 0.5, 0.2]}\n", "\n", "nrc = stpsf.NIRCam()\n", "nrc.filter='F200W'\n", "psf = nrc.calc_psf(source=src)" ] }, { "cell_type": "markdown", "id": "081f077c-5b85-44d4-9271-4b1c4ac09176", "metadata": {}, "source": [ "(Deprecated, but still allowed for back compatibility: the source can also be specified as a tuple or list containing the numpy arrays ``(wavelength, weights)`` instead.)\n" ] }, { "cell_type": "markdown", "id": "56d2362a-53b1-4fd2-8a56-6678d868c6e3", "metadata": {}, "source": [ "### Wavelength sampling for Polychromatic PSFs\n", "\n", "For polychromatic PSF calculations, by default the number of wavelengths `nlambda` is determined based on the filter bandwidth, using lookup tables of default values included in the reference data. (typically about 3, 9, or 20 wavelengths for narrow, medium, and wide filters, respectively). The `nlambda` parameter allows adjusting this, with a tradeoff between fidelity and computation speed. See [this page](sampling.html) for further details on how the default values were determined. \n", "\n", "Note that using more wavelengths can be particularly useful for increasing fidelity at larger distances from the PSF core." ] }, { "cell_type": "code", "execution_count": 14, "id": "cbf1e481-be7d-4d2f-aea4-bdb36cd25839", "metadata": {}, "outputs": [], "source": [ "psf2 = nrc.calc_psf(source=src, nlambda=50) # This will be higher fidelity, but will take longer to compute" ] }, { "cell_type": "markdown", "id": "12fa0c18-6fd7-4130-b45e-0d8ab2d55496", "metadata": {}, "source": [ "### Making Monochromatic PSFs\n", "\n", "To calculate a monochromatic PSF, just use the `monochromatic` parameter. Wavelengths are always specified in meters." ] }, { "cell_type": "code", "execution_count": 15, "id": "6f0d8dca-d1f5-4114-8d48-0bfc546ead5a", "metadata": {}, "outputs": [], "source": [ "psf_mono = miri.calc_psf(monochromatic=9.876e-6)" ] }, { "cell_type": "markdown", "id": "ec310ee9-8ce1-4846-87df-8269489f81b6", "metadata": {}, "source": [ "## Customizing PSF Calculations: Array Size, Detector Locations, and Source Positions\n", "\n", "### Array sizes and sampling\n", "\n", "The size of a given PSF calculation output can be specified either in arcseconds or in pixels. Pixels here refers to actual detector pixels, not oversampled simulated ones. " ] }, { "cell_type": "code", "execution_count": 16, "id": "7a535cbe-ac0c-4ac3-93b5-9ae868a73a9a", "metadata": {}, "outputs": [], "source": [ "psf1 = nrc.calc_psf(fov_arcsec=3)\n", "\n", "psf2 = nrc.calc_psf(fov_pixels = 512)" ] }, { "cell_type": "markdown", "id": "896af79d-194b-48a2-8a3f-dcbc725a43cb", "metadata": {}, "source": [ "The default oversampling factor is 4. This can be set by specifying the `oversample` parameter: " ] }, { "cell_type": "code", "execution_count": 17, "id": "674fa9be-4a9e-49a1-9604-772dc9cda1c3", "metadata": {}, "outputs": [], "source": [ "psf3 = nrc.calc_psf(fov_pixels = 512, oversample=2)" ] }, { "cell_type": "markdown", "id": "623014d3-7665-45d5-ba4b-409bb202505b", "metadata": {}, "source": [ "In the latter example, for the oversampled extensions (extnames OVERSAMP and OVERDIST) you will get an array which is 1024 pixels on a side: 512 physical detector pixels, times an oversampling of 2.\n", "The detector-sampled extensions (extnames DET_SAMP and DET_DIST) will be 512 detector pixels in size." ] }, { "cell_type": "markdown", "id": "b821d507-5692-418e-9ce2-3b2d1a1b2d43", "metadata": {}, "source": [ "**By default, the PSF will be centered at the exact center of the output array**. This means that if the PSF is computed on an array with an odd number of pixels, the\n", "PSF will be centered exactly on the central pixel. If the PSF is computed on an array with even size, it will be centered on the \"crosshairs\" at the intersection of the central four pixels. If you want to ensure one or the other of these cases, the simplest way is to directly specify the desired number of pixels as either odd or even. \n", "\n", "\n", "Alternatively, for fields of view given in arcseconds, you can optionally specify the desired parity. A number of non-instrument-specific calculation options can be adjusted through the `options` dictionary attribute on an instrument instance, for example as follows. Setting the parity options will ensure that a field of view specified in arcseconds is properly rounded to either odd or even when converted from arcsec to pixels." ] }, { "cell_type": "code", "execution_count": 18, "id": "6baa67ff-eb28-4db9-aab3-9400a5b1fd34", "metadata": {}, "outputs": [], "source": [ "nrc.options['parity'] = 'even'\n", "psf1 = nrc.calc_psf(fov_arcsec=1) # this will have an even number of pixels\n", "\n", "nrc.options['parity'] = 'odd'\n", "psf2 = nrc.calc_psf(fov_arcsec=1) # this will have an odd number of pixels" ] }, { "cell_type": "code", "execution_count": 19, "id": "4207c347-0e04-4a93-921f-ba5819782437", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(figsize=(10,4), ncols=2)\n", "\n", "stpsf.display_psf(psf1, ext=3, ax=axes[0], title=f'Even pixel count\\nCentered between pixels',\n", " colorbar=False, vmax=0.1, vmin=1e-4)\n", "stpsf.display_psf(psf2, ext=3, ax=axes[1], title=f'Odd pixel count\\nCentered on one pixel',\n", " colorbar=False, vmax=0.1, vmin=1e-4)\n" ] }, { "cell_type": "markdown", "id": "c9666bcd-a239-45ca-b445-ce4b403ecb66", "metadata": {}, "source": [ "Please note that these parity options apply to the number of *detector pixels* in your simulation. If you request oversampling, then the number of pixels in the output file for an oversampled array will be ``fov_pixels`` times ``oversampling``. Hence, if you request an odd parity with an even oversampling of, say, 4, then you would get an array with a total number of data pixels that is even, but that correctly represents the PSF located at the center of an odd number of detector pixels.\n" ] }, { "cell_type": "markdown", "id": "cdba8eab-4e41-4e14-9aac-19643abc00b5", "metadata": {}, "source": [ "### Detector Positions\n", "\n", "You can think of the simulation output as a model for a PSF on a particular subarray within the pixels in a given detector or image. To account for the small but nonzero variations in PSFs across the field of view, you can specify a position within the detector. By default, the PSF calculation is configured for the center of the selected detector, which will often give a reasonable match to PSFs across the detector. This may be sufficient for many use cases, depending on the particular science needs.\n", "\n", "*Setting the detector position affects the simulated instrument wavefront error, but does NOT affect the position of the point source within the output file*.\n", "\n", "To specify a particular detector region of interest, set the `detector_position` attribute:" ] }, { "cell_type": "code", "execution_count": 20, "id": "eed148bb-cabd-4c91-8a97-09ac55909187", "metadata": {}, "outputs": [], "source": [ "nrc.detector_position = (1400, 200) # in X, Y order for pixel coordinates here. " ] }, { "cell_type": "markdown", "id": "267594de-0968-4564-adf5-4bcff447c815", "metadata": {}, "source": [ "Another way of specifying positions is by named detector apertures, for example named subarrays, as recorded in the [SIAF](https://pysiaf.readthedocs.io/en/latest/). The function `set_position_from_aperture_name` will configure the instrument model to represent that subarray. Note that when a subarray aperture is configured, the `detector_position` parameter then will refer to pixel coordinates *in that subarray*. " ] }, { "cell_type": "code", "execution_count": 21, "id": "8e1e57c3-c1bc-439e-9af2-7afa54eeec54", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "NRCA2 NRCA2_SUB320\n", "(160, 160) This represents the center pixel of that 320x320 subarray!\n" ] } ], "source": [ "nrc.set_position_from_aperture_name('NRCA2_SUB320')\n", "\n", "print(nrc.detector, nrc.aperturename)\n", "print(nrc.detector_position, \"This represents the center pixel of that 320x320 subarray!\")" ] }, { "cell_type": "markdown", "id": "e06a07ec-44a2-4ab2-b090-441cfe97c47a", "metadata": {}, "source": [ "### Input Source Positions and Offsets\n", "\n", "The PSF may be shifted off-center by adjusting the offset of the simulated point source. This can be done either in polar or Cartesian coordinates:" ] }, { "cell_type": "code", "execution_count": 22, "id": "86e4dfdb-7366-4a57-a693-4072f4633122", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nrc.options['source_offset_r'] = 0.3 # offset in arcseconds\n", "nrc.options['source_offset_theta'] = 45. # degrees counterclockwise from instrumental +Y in the science frame\n", "\n", "psf = nrc.calc_psf(fov_arcsec=2)\n", "stpsf.display_psf(psf, ext=3, title=f'Offset PSF for {nrc.filter}', colorbar=False, vmax=0.1, vmin=1e-4)\n" ] }, { "cell_type": "markdown", "id": "4dda107e-b30e-4061-a91b-04e57a4fa164", "metadata": {}, "source": [ "Similarly, in Cartesian coordinates:\n" ] }, { "cell_type": "code", "execution_count": 23, "id": "9185581e-3bf6-42aa-a0e6-87e8680af0e4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "miri.options['source_offset_x'] = 4 # offset is in arcsec\n", "miri.options['source_offset_y'] = -3 # offset is in arcsec\n", "\n", "psf = miri.calc_psf(fov_arcsec=10)\n", "stpsf.display_psf(psf, ext=3, title=f'Offset PSF for {miri.filter}', colorbar=False, vmax=0.1, vmin=1e-4)\n" ] }, { "cell_type": "markdown", "id": "cedb3cc7-400f-4bac-b03f-58699187d8f1", "metadata": {}, "source": [ "*Setting the source offset affects the position of the point source in the output pixel grid, but does NOT affect the simulated instrument wavefront error*.\n", "\n", "\n", "The option ``source_offset`` defines “the location of the point source within the simulated subarray”. It doesn’t affect the WFE, but it does affect the position offset of the source relative to any focal plane elements such as a coronagraph mask or spectrograph slit. \n", "\n", "#### A note on source positions for coronagraphic modes\n", "For coronagraphic modes, the coronagraph occulter is by default assumed to be at the center of the output array. Therefore, the above options let you offset the source away from the coronagraph.\n", "\n", "Alternatively, instead of offsetting the source, we could offset the coronagraph mask in the opposite direction. This can be done with the ``coron_shift_x`` and ``coron_shift_y`` options. These options will offset a coronagraphic mask in order to produce PSFs centered in the output image, rather than offsetting the PSF. Both options, ``coron_shift`` and ``source_offset`` give consistent results, in different coordinate frames. Using the same ``source_offset`` values above, we can offset a coronagraphic mask:\n", "\n", "```\n", ">>> instrument.options['coron_shift_x'] = -4 # offset is in arcsec\n", ">>> instrument.options['coron_shift_y'] = +3 # offset is in arcsec\n", "# note, these have opposite sign convention vs source_offset,\n", "# due to representing a shift of the telescope instead of the star \n", "```\n", "\n", "If these options are set, the offset is applied relative to the central coordinates as defined by the output array size and parity (described just above). Let's create output using both methods and compare:" ] }, { "cell_type": "code", "execution_count": 24, "id": "dc0e0855-9b30-4583-928a-660553d60a7c", "metadata": {}, "outputs": [], "source": [ "# configure for coronagraphic calculation, and make a PSF centered on the coronagraph\n", "miri = stpsf.MIRI()\n", "miri.filter='F1065C'\n", "miri.image_mask='FQPM1065'\n", "psf_no_offset = miri.calc_psf(fov_arcsec=10)\n", "\n", "# Offset the source away from the mask\n", "miri.options['source_offset_x'] = .6 # offset is in arcsec\n", "miri.options['source_offset_y'] = -.3 # offset is in arcsec\n", "psf_source_offset = miri.calc_psf(fov_arcsec=10)\n", "\n", "# Offset the coronagraph mask from the source instead\n", "del miri.options['source_offset_x'] \n", "del miri.options['source_offset_y'] \n", "miri.options['coron_shift_x'] = -.6 # offset is in arcsec\n", "miri.options['coron_shift_y'] = +.3 # offset is in arcsec\n", "psf_mask_offset = miri.calc_psf(fov_arcsec=10)" ] }, { "cell_type": "code", "execution_count": 25, "id": "8c948c81-ad97-4e02-bfe9-675184c773aa", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(figsize=(10,4), ncols=3)\n", "\n", "stpsf.display_psf(psf_no_offset, ext=3, ax=axes[0], title=f'Centered on Coronagraph', colorbar=False)\n", "stpsf.display_psf(psf_source_offset, ext=3, ax=axes[1], title=f'Source Offset', colorbar=False)\n", "stpsf.display_psf(psf_mask_offset, ext=3, ax=axes[2], title=f'Coron. Mask Shifted', colorbar=False)\n" ] }, { "cell_type": "markdown", "id": "5389a347-395d-4fb7-b655-9f58714cadcf", "metadata": {}, "source": [ "## Customizing PSF Calculations: PSF Normalizations and Flux Calibrations" ] }, { "cell_type": "markdown", "id": "884dda2e-0bcc-461f-86ff-20106a0c4076", "metadata": {}, "source": [ "By default, PSFs are normalized to total intensity = 1.0 at the entrance pupil (i.e. at the JWST OTE primary). For typical imaging PSFs this is similar to being normalized as `sum(PSF)==1`. Such a PSF calculated for an infinite aperture would thus have integrated intensity = 1.0. A PSF calculated on any smaller finite subarray will have some finite encircled energy less than one. \n", "\n", "For instance, at 2 microns a 10 arcsecond size FOV will enclose about 99% of the energy of the PSF:," ] }, { "cell_type": "code", "execution_count": 26, "id": "0402334d-3219-4805-beaf-83d46fab823a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PSF sum within 10.0 arcsec box for F200W: 0.992\n" ] } ], "source": [ "psf = nrc.calc_psf(fov_arcsec=10)\n", "\n", "print(f\"PSF sum within {psf[0].header['FOV']:.1f} arcsec box for \"\n", " f\"{psf[0].header['FILTER']}: {psf[0].data.sum():.3f}\")" ] }, { "cell_type": "markdown", "id": "b9a05cbb-06e3-472e-8b6d-38c27cee9db6", "metadata": {}, "source": [ "Note that if there are any additional obscurations in the optical system (such as coronagraph masks, spectrograph slits, etc), then the fraction of light that reaches the final focal plane will typically be significantly less than 1, even if calculated on an arbitrarily large aperture. For instance the NIRISS NRM mask has a throughput of about 15%, so a PSF calculated in this mode with the default normalization will have integrated total intensity approximately 0.15 over a large FOV:" ] }, { "cell_type": "code", "execution_count": 27, "id": "0b2bd7a2-376b-4146-8ebf-bd947afaf716", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PSF sum within 10.0 arcsec box for F430M + MASK_NRM : 0.153\n" ] } ], "source": [ "nis = stpsf.NIRISS()\n", "nis.pupil_mask = 'MASK_NRM'\n", "nis.filter = 'F430M'\n", "\n", "psf = nis.calc_psf(fov_arcsec=10)\n", "\n", "print(f\"PSF sum within {psf[0].header['FOV']:.1f} arcsec box for \"\n", " f\"{psf[0].header['FILTER']} + {psf[0].header['PUPIL']} : {psf[0].data.sum():.3f}\")" ] }, { "cell_type": "markdown", "id": "ff5528a6-d73a-493f-9fd6-abf77efa2b3e", "metadata": {}, "source": [ "### A note on normalizations for certain NIRISS long-wave filters\n", "\n", "The NIRISS filters F277W and longer must be used, even in regular imaging mode, with a [NIRISS pupil wheel mask called `CLEARP`](https://jwst-docs.stsci.edu/jwst-near-infrared-imager-and-slitless-spectrograph/niriss-instrumentation/niriss-filters#gsc.tab=0), which leads to a ~18% loss in throughput for those filters. STPSF models this effect automatically, which leads to PSF sums around 0.8 for these filters by default. This is a case for which you might typically wish to select a different normalization option. " ] }, { "cell_type": "code", "execution_count": 28, "id": "1b00a67a-fd74-4116-a8be-11e2a2cca368", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PSF sum within 10.0 arcsec box for F430M + CLEARP : 0.828\n" ] } ], "source": [ "nis = stpsf.NIRISS()\n", "nis.filter = 'F430M'\n", "\n", "psf = nis.calc_psf(fov_arcsec=10)\n", "\n", "print(f\"PSF sum within {psf[0].header['FOV']:.1f} arcsec box for \"\n", " f\"{psf[0].header['FILTER']} + {psf[0].header['PUPIL']} : {psf[0].data.sum():.3f}\")" ] }, { "cell_type": "markdown", "id": "37d6fd1b-026f-4796-a03d-efaa8c28aa71", "metadata": {}, "source": [ "### Selecting other normalization options" ] }, { "cell_type": "markdown", "id": "d7b00adc-0f57-4510-80be-0cae2f1725da", "metadata": {}, "source": [ "If a different normalization is desired, there are a few options that can be set in calls to calc_psf. For example, setting `normalize='last'` performs the normalization at the end of the calculation. This forces the output (i.e. the PSF on whatever finite subarray) to have a sum of precisely 1.0.:" ] }, { "cell_type": "code", "execution_count": 29, "id": "cf20b28e-7b69-44ca-b608-eca124adcb29", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PSF sum within 10.0 arcsec box for F430M + CLEARP : 1.000\n" ] } ], "source": [ "psf = nis.calc_psf(fov_arcsec=10, normalize='last')\n", "\n", "print(f\"PSF sum within {psf[0].header['FOV']:.1f} arcsec box for \"\n", " f\"{psf[0].header['FILTER']} + {psf[0].header['PUPIL']} : {psf[0].data.sum():.3f}\")" ] }, { "cell_type": "markdown", "id": "d5d79db0-58aa-4293-b5f7-b572bd3c9072", "metadata": {}, "source": [ "If you want the sum of the PSF to be 1.0 in an infinite aperture (even for cases with optical masks), that can be achieved by setting `normalize='exit_pupil'` to apply the normalization at the exit pupil of the optical system. This normalization takes out the effect of any pupil obscurations such as coronagraph masks, spectrograph slits or pupil masks, the NIRISS NRM mask, and so forth. However it still leaves in the effect of any finite FOV. In other words, PSFs calculated in this mode will have integrated total intensity = 1.0 over an infinitely large FOV, even after the effects of any obscurations.\n", "\n", "This normalization makes the encircled energy curve for our example NIRISS PSF become more consistent with that of the NIRCam example above: " ] }, { "cell_type": "code", "execution_count": 30, "id": "195737cf-74f9-4458-8254-5b1433d2486f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PSF sum within 10.0 arcsec box for F430M + CLEARP : 0.979\n" ] } ], "source": [ "psf = nis.calc_psf(fov_arcsec=10, normalize='exit_pupil')\n", "\n", "print(f\"PSF sum within {psf[0].header['FOV']:.1f} arcsec box for \"\n", " f\"{psf[0].header['FILTER']} + {psf[0].header['PUPIL']} : {psf[0].data.sum():.3f}\")" ] }, { "cell_type": "markdown", "id": "99ffed5e-8298-4bf2-b9fb-21875ccdd589", "metadata": {}, "source": [ "The exit pupil option is particularly useful for tasks deriving aperture corrections for coronagraphic or masked modes. " ] }, { "cell_type": "markdown", "id": "cb7e9c7e-b079-4254-82fb-454227f873a9", "metadata": {}, "source": [ "### An aside on throughputs and normalization: \n", "\n", "Note that by design STPSF does not track or model the absolute throughput of any instrument. Consult the JWST Exposure Time Calculator and associated reference material if you are interested in absolute throughputs. Instead STPSF simply allows normalization of output PSFs’ total intensity to 1 at either the entrance pupil, exit pupil, or final focal plane. When used to generate monochromatic PSFs for use in the JWST ETC, the entrance pupil normalization option is selected. Therefore STPSF first applies the normalization to unit flux at the primary mirror, propagates it through the optical system ignoring any reflective or transmissive losses from mirrors or filters (since the ETC throughput curves take care of those), and calculates only the diffractive losses from slits and stops. Any loss of light from optical stops (Lyot stops, spectrograph slits or coronagraph masks, the NIRISS NRM mask, etc.) will thus be included in the STPSF calculation. Everything else (such as reflective or transmissive losses, detector quantum efficiencies, etc., plus scaling for the specified target spectrum and brightness) is the ETC’s job. This division of labor has been coordinated with the ETC team and ensures each factor that affects throughput is handled by one or the other system but is not double counted in both.\n", "\n", "To support realistic calculation of broadband PSFs however, STPSF does include normalized copies of the relative spectral response functions for every filter in each instrument. These are included in the STPSF data distribution, and are derived behind the scenes from the same reference database as is used for the ETC. These relative spectral response functions are used to make a proper weighted sum of the individual monochromatic PSFs in a broadband calculation: weighted *relative to the broadband total flux of one another*, but still with no implied absolute normalization." ] }, { "cell_type": "markdown", "id": "19c59e82-58c0-4363-87f4-989c7506b6c5", "metadata": {}, "source": [ "## Customizing PSF Calculations: output formats and logging\n", "\n", "The following options are less commonly used." ] }, { "cell_type": "markdown", "id": "40cbc5e6-3f5c-4e66-94d3-3567a9ae6553", "metadata": {}, "source": [ "### Controlling output log text" ] }, { "cell_type": "markdown", "id": "9706bb3b-6e35-4b71-b495-e8b1228c09f9", "metadata": {}, "source": [ "STPSF can output a log of calculation steps while it runs, which can be displayed to the screen and optionally saved to a file. This is useful for verifying or debugging calculations. To turn on log display, just run\n" ] }, { "cell_type": "code", "execution_count": 31, "id": "4cc25d91-b1ab-4cb5-8e98-b71e509a1559", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "STPSF log messages of level INFO and above will be shown.\n", "STPSF log outputs will be directed to the screen.\n" ] } ], "source": [ "stpsf.setup_logging('info')" ] }, { "cell_type": "markdown", "id": "d37a26e4-4814-484d-a7ad-3dce0a78d6fc", "metadata": {}, "source": [ "This results in verbose output describing calculation steps, which can be useful for diagnostics or debugging. " ] }, { "cell_type": "code", "execution_count": 32, "id": "fe0fceb3-2a15-4dc1-b19c-9aaece9a8930", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ poppy] No source spectrum supplied, therefore defaulting to 5700 K blackbody\n", "[ poppy] Computing wavelength weights using synthetic photometry for F200W...\n", "[ poppy] PSF calc using fov_arcsec = 5.000000, oversample = 4, number of wavelengths = 1\n", "[stpsf] Creating optical system model:\n", "[ poppy] Initialized OpticalSystem: JWST+NIRCam\n", "[ poppy] JWST Entrance Pupil: Loaded amplitude transmission from /Users/mperrin/software/stpsf-data/jwst_pupil_RevW_npix1024.fits.gz\n", "[ poppy] JWST Entrance Pupil: Loaded OPD from /Users/mperrin/software/stpsf-data/JWST_OTE_OPD_cycle1_example_2022-07-30.fits\n", "[stpsf] Loading field dependent model parameters from /Users/mperrin/software/stpsf-data/NIRCam/OPD/field_dep_table_nircam.fits\n", "[stpsf] Calculating field-dependent OTE OPD at v2 = 1.553 arcmin, v3 = -8.110 arcmin\n", "[ poppy] Added pupil plane: JWST Entrance Pupil\n", "[ poppy] Added coordinate inversion plane: OTE exit pupil\n", "[ poppy] Added pupil plane: NIRCamSWA internal WFE at V2V3=(1.55,-8.11)', near ISIM42\n", "[ poppy] Added detector with pixelscale=0.0309595 and oversampling=4: NIRCam detector\n", "[ poppy] Calculating PSF with 1 wavelengths\n", "[ poppy] Propagating wavelength = 1.99195e-06 m\n", "[stpsf] Applying OPD focus adjustment based on NIRCam focus vs wavelength model\n", "[stpsf] Modified focus from 2.12 to 1.991947094188377 um: -16.702 nm wfe\n", "[stpsf] Resulting OPD has 24.886 nm rms\n", "[ poppy] Calculation completed in 0.076 s\n", "[ poppy] PSF Calculation completed.\n", "[stpsf] Calculating jitter using gaussian\n", "[ poppy] Calculating jitter using gaussian\n", "[ poppy] Jitter: Convolving with Gaussian with sigma=0.001 arcsec\n", "[ poppy] resulting image peak drops to 1.000 of its previous value\n", "[stpsf] Detector charge diffusion: Convolving with Gaussian with sigma=0.006 arcsec\n", "[ poppy] Adding extension with image downsampled to detector pixel scale.\n", "[ poppy] Downsampling to detector pixel scale, by 4\n", "[ poppy] Downsampling to detector pixel scale, by 4\n", "[stpsf] Detector IPC: NIRCam NRCA2 (added)\n", "[stpsf] Detector IPC: NIRCam NRCA2 (added)\n" ] } ], "source": [ "psf = nrc.calc_psf(nlambda=1)" ] }, { "cell_type": "markdown", "id": "6096b13a-b5f1-46c9-afd2-089d1a967456", "metadata": {}, "source": [ "The `setup_logging` function allows selection of the level of log detail following the standard Python logging system (`DEBUG, INFO, WARN, ERROR`). To disable all printout of log messages except for errors, set" ] }, { "cell_type": "code", "execution_count": 33, "id": "6dd4c654-cdc9-429b-9112-e1f7b6332c48", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "STPSF log messages of level ERROR and above will be shown.\n", "STPSF log outputs will be directed to the screen.\n" ] } ], "source": [ "stpsf.setup_logging(level='ERROR')" ] }, { "cell_type": "markdown", "id": "f70c1d1f-4fa9-4b60-ae17-4e7d13184381", "metadata": {}, "source": [ "Setting logging to None disables log outputs again. " ] }, { "cell_type": "code", "execution_count": 34, "id": "528a00d2-1f49-405f-9782-5dbae0c12c31", "metadata": {}, "outputs": [], "source": [ "stpsf.setup_logging(None)" ] }, { "cell_type": "markdown", "id": "b849cdb8-ec16-4b02-a73f-ae3a332e0dcd", "metadata": {}, "source": [ "### Controlling which extensions are computed during PSF calculations\n", "\n", "As explained above, STPSF by default calculates PSFs on a finer grid than the detector's native pixel scale, then also bins down to detector sampling, then adds models for non-ideal detector effects and distortions, and the output product is a multi-extension FITS file containing all those outputs as image extensions. It is sometimes useful to toggle off some of these outputs to reduce calculation costs or data storage volumes. \n", "\n", "#### Output options for sampling\n", "You can select whether the output data should include this oversampled image, a copy that has instead been rebinned down to match the detector scale, or optionally both. This is done using the ``options['output_mode']`` parameter." ] }, { "cell_type": "code", "execution_count": 35, "id": "71ad502b-720b-4eac-8d62-a0b73ce447d3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: (No file associated with this HDUList)\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 DET_SAMP 1 PrimaryHDU 142 (163, 163) float64 \n", " 1 DET_DIST 1 ImageHDU 196 (163, 163) float64 \n" ] } ], "source": [ "nrc.options['output_mode'] = 'detector sampled'\n", "psf = nrc.calc_psf() # the 'psf' output will contain only the detector-sampled PSF, formatted as a FITS HDUlist\n", "psf.info()" ] }, { "cell_type": "code", "execution_count": 36, "id": "f3ccf252-add0-48c8-af6b-4dfa53a59978", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: (No file associated with this HDUList)\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 OVERSAMP 1 PrimaryHDU 141 (652, 652) float64 \n", " 1 OVERDIST 1 ImageHDU 195 (652, 652) float64 \n" ] } ], "source": [ "nrc.options['output_mode'] = 'oversampled'\n", "psf = nrc.calc_psf() # the 'psf' output will contain only the oversampled PSF, formatted as a FITS HDUlist\n", "psf.info()" ] }, { "cell_type": "code", "execution_count": 37, "id": "31755a69-a5a3-48cb-9102-bb5920697ed1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: (No file associated with this HDUList)\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 OVERSAMP 1 PrimaryHDU 141 (652, 652) float64 \n", " 1 DET_SAMP 1 ImageHDU 143 (163, 163) float64 \n", " 2 OVERDIST 1 ImageHDU 195 (652, 652) float64 \n", " 3 DET_DIST 1 ImageHDU 196 (163, 163) float64 \n" ] } ], "source": [ "nrc.options['output_mode'] = 'both'\n", "psf = nrc.calc_psf() # This is the default behavior containing all outputs\n", "psf.info()" ] }, { "cell_type": "markdown", "id": "afd7a4fb-2a61-4761-bbfb-722a13940e07", "metadata": {}, "source": [ "#### Disabling distortion models\n", "\n", "If the distorted products are not needed, the computation of the OVERDIST and DET_DIST extensions can be toggled off by setting `add_distortion=False`. Note, this will reduce model output fidelity, so scientific judgement should be applied about the tradeoff. " ] }, { "cell_type": "code", "execution_count": 38, "id": "c53fb4da-163c-4c6d-bac9-27fd3b813287", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: (No file associated with this HDUList)\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 OVERSAMP 1 PrimaryHDU 141 (388, 388) float64 \n", " 1 DET_SAMP 1 ImageHDU 143 (97, 97) float64 \n" ] } ], "source": [ "psf = nrc.calc_psf(fov_arcsec=3, add_distortion=False)\n", "psf.info()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 5 }