{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# SAP HANA SQL Command Network Protocol (HDB)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The following subsections show a graphical representation of the main protocol packets and how to generate them.\n", "\n", "First we need to perform some setup to import the packet classes:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from pysap.SAPHDB import *\n", "from pprint import pprint\n", "from IPython.display import display" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol Initialization Request Packet" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p = SAPHDBInitializationRequest()\n", "p.canvas_dump()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol Initialization Reply Packet" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p = SAPHDBInitializationReply()\n", "p.canvas_dump()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol packet" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p = SAPHDB()\n", "p.canvas_dump()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol Segment packet" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Invalid\n" ] }, { "data": { "image/png": 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\n", 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WugT1aPUJ1O4Syo+gzN/wwZ07trGx7z1+DACfffJJJvVSto+fcdxnn3ySTqVu3r9PGzc47qrF4nA6AeAgmXxw8+bU3btvTk0VTnGD44aGh+XSpaKl6Ph42PNYTN6usqOaS0NN9ZrNhh/95MmTD+7c+d7jxxh9Xjjnong6P/88Fvvu7dtGkymTSu1sbZU/viH4ycrK1L17isYz17Z2wDunfIC1+rur1vjJyoptfLxwtuV/Mm0JnuN+Ggo9j8VCi4vG5eV/8/gxAAzZbN+9devBzZtXLZaDZNI+OVnma5q6e/eDO3di0WhGkuTuk6XaVY6gvrv2ERo+gRpdQmstQtEji96f9ZzAuebQnGtYfoRLJycnly5dWtrYAICdWMw/Nzf/6aelTjD/zjvfvX374/n5P/8v/4U2/vmdO0PDw3RD4jlOcUCpIwtbio5PD/vJysoP/+Iv8A+3yo4UZS4t9OjRfjI56/PJW+g+WjjnQuAl//DTT8snumk4Zh0O/KLlOHNtFUDRovyCqMSf37nz3Vu3yhMU9XdXTacKALMOx/c++kgx2zN/MnWD4mLRv2H9s8+qeArMM31mvshfPX9++ZqqRHqljtQ4gvruKkdIHhzI80zL80X+Kha7bFP6mxVtLDmBRo9Q6kh5O+aLlOeZlueLTD7/peXaq4ruRRtL4cwRMF+kPM+0PF9kMvbcYjtP7sbCCRQbQd6I+SLleabl+SKTv4xZXj1jtTFfpDzPtDxf5LPYL6/blCugaDTDtiLPtDxf5LNfPr/+qvIS5I2YL1KeZ1qeL/LZ89j1a0UuQd6O+SKVeaaNJtNBMrkTiw0Vu41QgLU7naHFxc9CoVIPE9eGhyt75Dpz/O/MzPx4eblQUVAzsTKX9tknn3zvZTL45tTUn/7RH03dvauSB/z4yZPv3L5d6uCdWCwjSfIHa5wGtuM+FItGjWYznduZB6Ql6XksBgDXbDZ63sJetB1Ow+RKodTa0vnjiXZisXQqhfNBA9hViwUngHE7itelrr1QzMcBz1xw+d0lHwoDh+TnUkyVTkwxH/k1AgBdt1JHKlDmvpKvG20BAPyOjCYTzrn8F104TtFvuejF1giKpMtFYDSmzzym/JEaR1DfvaIRUvKkyzZbuvCIoo2l0PARSh1ZdoSvv3xOX/ca4auDfcUBRRtLoYIRjiFzDJkXR9qMX4Hqb7zoBIqNUH7Ykwx8dZr3uRdsX6m91t/AAAeG0/EdNgBQDlG0UQ553mgHGGFfOduijRSdX7/I/wgADqOt6LUWbX+JN/QODn5nZubBzZtvTE4OjYwoMsV+FgrZXS4AsE9ObkWjpXjDj5eXJ95+u9REd7a35Vb2g2RyaHhY5fjfuX37T99667u3bhWmtj1zYqUuLRaNZlIpxR/93sHBqxbL81hMpVb/fHt76u7doh+FHj3a2d4eGh6Ora//4dQUzi20uIhXza+tXbVYjCZTr8XCr63ZJyfxefHMA1AbBwD/3BzVOeS9rg0Po4LydH4eHdZ+/ORJmUsotbZP5+fxO/r4wYPvffQRHw5vr68DwEEyOXX37k9Dod7Bwe/euoW2nnfu30cb2Ad37vzw009LXbvD6fzx8vJ3b92SnwVke3YZyO8u+VCfhUKKcymm2mM2F50Pfke4tulUKhaNTt27V+rIQpS6rxTr1js4iLKW0Wx+4T84MtI7OHjmF11knGLfcuHFnrmSFeDxzEwthj0TUUF4d2UFAN6/cWOqNhkpVGLcbN5o0AQeJRIr//iPAPAX3/72oMHQkDkgXK57LlclGt7q6jzPf9LVZZqbU6UXlgJrZn9g/0EFHWlBLDfrHmVGtczhBxvFb4MP3/qcJL8ambw87bOW6W42j9vtSukXAGi9q2vX3u/tLWeNHbznQtlAAVrv6nf/T2+nubvMCPYfFL+Ezz/8/Cvy1eWRy9bpkpeg9G/AdG+xaPSzUOgnT55gVBV+xK+tfe+jj+D0cXw/kaB7DL+2trO9DQBo1/zO7dtlplsKZcZH9JjNb779duFj8Zkdz7y0QhTGv1aAWDQaW1+///HHAJCWpAc3bw6PjeHcaHKSP/2jP0L1e2hk5KehEO1b/gAcEwDSqdRnn3xC92B5LwDYicW219fff/q0x2xOS9LP1tZKTbXo2u7EYgfJ5Avr9cjIZ6EQlcHxxcj4+EY4DADb6+vDY2Nb0ajd6eQ5bnhs7HksVurat6JRFPY3OA5OSUMZx5QydxcOFYtGfxoKKc6lmGqp72InFuPX1nCJzvzWiqLwvsKpytftO7dv82treNXz77xjd7novVfmiy61/opvGWTmiWoZZZoKy5EIvojG443lDY2ClM9/cqp/rBFyq6+vsfOpAIQkeP4TADg6Sm1ucqOj5/MfrAoiey9uJEESNPKGouBD+yT5FQBsrf2KJHLM4LnpHSEcfVGeNxRFXsoefPKiyuXBJ3zfrYnzjrDP739FvgKAX239KkdyBqb4JRSpa2UbH8dMsU/n53/85MmLBxqOA4DPTvcto8nEr63R7Yo+Hp0JheEc94Mzx6egj8W0RWXHUpd2zWYDgEKqsb2+XmqQQqAvZGF7LBpFVQBO3VPp3JCX4EnxOdtoMsn7nnkAKtUZScp8+WXRXgDAh8P2yUncEc98Bi2ytuHwQTJZJuWZ3en0z82lJWkrGv3u7dv+uTkA2NnaGhkfL3Ptfyh7fA8tLj7f3v7hX/xFmYmVubtwqDLnoih1jHyJyh9ZZoaK+6rXYim/bnKU+aJLrb/iW64bxJh4JB3V+aSx3V1p65/shlcB4L/91dbn/bGebzbyabsh+ORg35JK/XcAU0dHRJDevJZpyDS6zF0DtoHK+kYiy/39w7ncrw2G39rcDNefNwiSIGZEi9Fi7DTyB7zT4uzuLPc4XgE2Qgcjk5f3/iFzcgKba2Ti1vnoXS6XIIQzmcaOj9Op1HoulzAYzvcb33sS6TB3d/yW4Zv9l0l4swLeQDaJiTXlfpWDEyCbpG+i+CWUq4fpcDpDp/mgtqJR++SkXEn+LBRSv7OeCZXj08fi83ZUgF4abgz4JIePrbM+H89xVy0W9QEFbzidPw2FzozAKczAVRnSkuSfm0PT+5n5z9OqfU0K1xZUMMI3Jie319e319dv3r8/PDYWi0ZR/lF4MJS69ms22x9OTX384EF5n+dzQc0602OMr7xSPnLyXN8a3le9FkvhuhlNpj+/c8doMl2z2cr7msihnpHXAdwiJ6wL9T/v7wAA/BoA+gH+Y/Q/1H8CzYDfkb1eadAc2DF25nGFtqqJiVsMM7i09M7s7Mc8Hzq7Q7XBGJi535sLJ8JWs/VfDPyLo+OjqvOG6QWWGTSs3HnmXmCF9Uqc/L797U/39p4AAMvO5/Op89qjGNfo4D3Xszsr1x/PSNFKfqpDN4YMjOHZyjPWzaaEkpfwEm9QOFuhjxUApCXpZxwnd2K/ZrP9ZGUFc9FXMDkFzjU+PhYbzeah4WH1HUtdGpxGm9hdLtv4+I+Xl9EhoJS/QlFM3b374ObNp/PzVGzHCdjGx/1zc+gyiSGw5xq2FH7GcUaTCc+FIn8p2F2uD+7cQYO3mpQM8rUFgDenpj54913q8qlQZdKS1GM2j4yP/zQUGh4bAzRbcBx6/Km8dryKrWhU4fFwLpx5rrQklTrGPjn54OZN6tiBX5z6b63ofVV03Yxm8zvvv1/oTFMG5de/FPB7UXmKCvBb3ylnuNXRrvj1T+JaujPMIADs7m4DgN3egDhqxsDQ1wM9FaomZ5xi0CDG0gDQbe4cdTJnHq8AVRd6ekYMhkqcWHpkapB5nD13fwADY8hn8wDQ2d3JjJa8BGU8xcfz85kHD65aLPiYRaPS33j5YbrHbJ54++0NjqsKbzjX+PhY/JOVlXN1LHVpADBks71z//4Hd+4Mj40ZTabIJ598Z2ZGLh78ZGUFT4coDGXsMZvff/r04/n5+2+9heMbzeYX2vXduzSiferu3apoy8NjY6HFRZSvM5JERfVCDNlsb7799p++9dY1m436n5aBfG0BAH0ecf4ZSbK7XLi/hhYXqcPgG07nxw8eYHTv8NiYf27u7bt3AeBc1/7O/ft/+tZbtrEx9XuqHKXOpZhqqWOm7t794N13adaBqXv31M+86H3VYzYr1u3Nt98+SCbRHcFoMr3hdKrxXiy6/mUOll9sBcuoEuapEUAvkGh0aGREIbOVai9EjUZQ370ZRmihZdTIGxAsW/KPVXvgSDpmLFrtaB0dprMPqhkyu2dbwV7K34DYTyQOkklFMFh7oPyl4RP5QTIZWlx8/+nTyvb4ohpJqdBWLVA/5n4iYTSbtTyDKi7qXJdTi2tXfy41LYiiGpX6FS56X9Exf7y8nPnyS7Q47CcSocXFoZER9fqKSmFPPuFa5G9YubMirAsDSzd4jvvxkycvAmosFnl2jaLthajRCOq7N8MIrbWM4uyqFjsFABCSWF19MDNTNYtkBVh5tnJj6IZce6guhKgUj0que5U/HyYSj8zmcbO58gfyz9/68PVP36u4uyRIZJMM3Rgqc0wR/4bewcH6u1zVB+Uvjf5p3k8k5LED50LRv++12DjVj6n921Rc1Lkup57ss/BcaloQhV/cuVa46CLLx9xPJuUWhB7TOR4pVKp6dVvq0OIiBoXaxsfvv/XWm1NTePml2us2gvruzTBCeyyjehCS7O8/W/WsKbLH2dqRBgAQt7W6rGYy2wxTJMBSPTpNXRrn0NHVccYpNJ6gLdE8nmg62gOYYQLjTQDgD6emzpvHvnmASb3oRmKfnNxeX8eI1qLtdRshk0qp7N4MI7THMp4LhCTPPqjGOMrXNiAo+2XeOq7Vu6inp/IHgLyU7SibtuFMZMSzqY/OG3ToqAferLHbQd1QGGCCASml2us2QmHOlTKRMg0foT2W8Vw4PExYrY2sq57N11ZsAACSzGkcIZVa19I9E9s1WDRdYz6bN1vPoD4veEN96h/q0KGjPqCZUXToaBI0XG/YzezWmjccpY5ZbXqDyaTVdbRDm53i+Oj4zGM6AeAP//k/3wgGtZypdvh5PN4/MNDVXc1A2z1RvMww1R2zbvh1KpXP57u6ulp0/jrqhj+oTUVTrEtC3+4nkw6Xq0x73UZQ370ZRmiPZTwXjo5SLNtQveE429Wh1fZfHhr1hnQ6pnECUjTe+YqmraFMmkiKTgD4K3XVBRuCS5cuPfl3/85ZVWOw0+mcm5ur7pj1gcfjAQCGYfx+v8/nw7cIr9cbDAb9fn8rXpeOFgKmSsN8G5jfAlPKlmqv5wgquzfDCO2xjOeCKGrdFLVOIC1eMVyp6Sm6TJpM/8fHktGo1XXUOKw1O4Uq3tBU8Hq9AOCr0p1auzHrD47jAMDv9wOAy+Vyu92UNxBCOI5j2UoSfejQcV5gqrRYNJqRJEzdUb69biOo794MI7THMqrHwEDjA/traqcgiVy3+YxIhPLI5bSacnJJonEENX6Rl05OTuTvBUEQBAEA7HY7wzAAwPM8IYS+RfA8j8fwPM8wDMuyPM/jW0IIPvJyHMcwjF1Wh0YxVGEXnueXlpYAYHp6Gg+7dOlSOBymn5bvXnRuhBDFmKg34Ect9HROCBEEga6nfGU8Ho/D4QgEAi2qo+hoCWD+BvpWTItF8+6Vald/pMYR1HdvhhFaaBm15G8QhOjGRmh6upEPby2RvKGnZ4RhKv8bjkmmK+4OAM9Wnl2fuV7+mJf0Bo7jvF4vbjyBQMDv93s8HtyrPB4PfaL1er2CIDAMw3Gc2+12OBwsy3q9XtzSgsEgy7JIJoLBoNvtxgf9wqHkXex2ezAYDAQC+FQtCILP55NzDjXdi85tY2OjcMyFhQXsQjs2EG632+VyeTwenudRGgEAu92uEEjkJEwQhMuXL+NbjuMEQfD7/YFAoM4z13Gh0D/cL3/LQnF9q1S7+iNpu/irX+WPj6+9+uq5RlA/AfUjfH309S/+7hedhs5rv3utunNQs4zbmfT/1NXd9c/+WcUjVDCHwkbFDXAuEJJkmCoUGdaCWidvyKbO9ig8ExqTRWrUG9JiWtVxJzJ8//vf//73v0/fbmxsTE5O4utAIIAfHR4efutb38LGN954Y2NjA19PTk4uLS2dnJzE43EACIfD2AtHKDqUokvROeBQKruXmptizKLnbRSWlpa+9a1v4fTC4bD8QnANi+KP//iP8RJOTk7eeOMNPHJycjIcDv/i8PDJZ5/9bTwu/1eXS9Gho8r4Vx988IvDw0bP4uTk5OQvf/iXf2b/sz+z/1lyK1n/s/+rv/u7+p+0uvjLv/xhPP63jZ3DB3/3QU3H/88f/mLjP/6TlhH+4R/+9dHRL7SMsPW//u9aun8Z//IX//nsCbykN0xPTzudTo7jUMkPBAKCIKjXvVGNwP+xFzVtlBpK3qUMNHYvP9UGAm0obrdb3oj6AQDI5RY5PB4P6hMA4Pf7cZE5jiOE8Dzf/eqrX2az0fhvkslv7+4uRyIAEBNF28AL4XG4/8Wjw8jAgKm7GwBs/f1mPUZDR9PgUTg8OTIyyNQ2cE4NSILwn/D4ejO8WXEt6coQlaSxWhYqqw8EYf3GjfsNnICYFvuNleslakCSOe1Jn85bO1sO7UmfckRVPMhLvMFutwuCwHFcIBBwu912u51aGSgYhkEXAZTNS+1thSgc6lxQ073iuTUKCwsLs7Oz8XiRgjEMw8i9GSjQlUEeSYHjAMDPfvYz7Hjv5U8LERNF6egIALZFcUsUASB1dLQciSQJMXV1mbu7kVUgpdD5hI76Q8pm17a2np51J9cHG6EN+9v25Fbyt3/nt+tfSTwqSTajsc4nrS6yWamrq5G1mgBASAm1Tt6wu53RmLwhk9EUcqI96VPuMGe4cnZdrpd4gyAILMu63W6n08myLAb1oQsh/RRO4wDRRVHlbGZnZ4sOVQaEECpXqO9efm7yMZsEKKUAwPT0NLagrBKPxwOBgOIqvF6vgjR4PB769tKlSz6fT40+RFWH8WLLmCAkSUiSkC1R1PmEjobgSSQyOTLSJDeY654LAFburLz9b9/OStk6n307k5nq7a3zSasLQVhveCVMkiOjzGjtxs9KeY2VMNPpmMakT8eprMakT6AiCBMK/SIXFhZYlhUEYW5ujmXZubk5u93OsiwhZHp62uv1ole/1WoFgMuXL6MMcOZmXHSookdarVav18tx3OzsLN0RVXYvNbeiYzYDUEHBa7Hb7ei/iRu/IAgKh02O4x4+fAgAs7Oz2ELjKaqLQYYpKg6X5xODV65YGKYoEdGh41xIELK2tfXpe5XX9KsdurXpwOeFlM8nc7lBg9bSzI2FKG4NDIw0dg6CJNwYulHD8ddT/cOaZKFMJmYwaHIdTW+JhkFNCSoyuxlm9OxHa2UcJgDwPI8BEbQFPR7wtc/nOzw8xA1PEAR8Ai5FAgohH6oUMMCygu5l5lZmTB0aERNFJBPIKlJHRxaG0ZmEjooxv7pqGxiYarIf7IdvffiehvLElYEjJCpJ94fKFTVufiwtvTMz87i7u2FeGtl8NigEZ65rClAsj/CjxJVBg32qcmVIewXtZ3dWLHedPRr8bz7/8PPX33v9zMOK5H0q3F8VW7UgCHLB/1zKv5rn4zIb/JndS81NJw21g21gwDYw4Bz9jQZImURMFFGW0JmEDpWICkKSkPs3avhoWBnqb6GAtnBuAICjo1QDSQMACCmh1k6Ru9sZhwbSAACp1Hpf320tI+SSRAtpyGfzaowUUEG+SK/X6/f7aQjA7OysIhyggWjmuV0oFDIJtHFE4/FCJmHr76f+Fjp0LEcityYmGj0LJbJSts5hFAAg5fPrrS82CEK04c4N50rkVRlIMscMajIn5fOpzs7K2VUuQTQ6RWZ2M8Z+VSS1kjzTcl+8ZkMzz+0iA30m5EoDZRLReHx7d9fU1WUbGBhkmOGBAV2QuLDgNjehhLtuY7Eb22W0/VGuAJ8cHEw2mR93BYjHow3PML2b2XX0Omo3vhhLa3SKlKSo2ayJXWW2RaOGxFwAIMUlNcEU0IT1KXRcECiYhJTNxnZ3t0WR29xcDIdTR0fD/f0Whhm3Wi0l/DR1tB8WOe6jmRoaoSuGuC0yg/W+CUP7+x9dPyPjb/Njd3fb4Zhq7BxIjtQ0CHM3ltHsFLmtJXMDAKS3xJ4RTZpKjuTUOEWCzht0NAnM3d3jLCt/0IyJYmx3F9UIzFg13N8/MjBgYRjdrtGWmF9dHWPZ5uSIJEFGnTWM4itEVJKGjcZWj6TIZiVCkgyjaUfUCEESWHNtFazDhNaMT7lcQktZCgDIbO/2TmnSVDK7mZ6BHjVHtipvCAaDS0tLhUUc2h5YeIxl2YYnu6w10EmCvk0QglmqQjyvu0e0H+ZXVwHgbrNWZSNJ0m+rrWOdAhwhrZ62AQC2triRkcnGzkHMiHXI+DRxu0/LCJK0PjSkKZ9mJiYaNEhi6p0ioUV5A1bAommgLg78fv/S0pLT6QwGgz6f70J5faJdg/paol2DukfoNKKlgaShCWMoKEiS1DNzQyKXawOPSADY3OSczruNnYOYFif6autpS5K5bnPlm2k+L3V2asqnmY6JRm1+u+qdIqEJeQOmWyivImxsbLAs2+oFo9UkzVSAVvvEBJoXijcooLBr6DSiRSFls/Orq+bu7mYmDWJMrLNTZGh/vw3EBkIS2azUDE6RNQ2mEKKS9oxPGjNFZmK7dXOKhELegDI4ANjtdnya53ke0zbLH+55nsdjeJ7HktmYWAkPxh2d4zh56efCoQq74Gvsq5gAVeYxQwOc5oAqnHBLgBASDAbV58uCl9cEl0JPZkWh04hWhJTN3llZGWPZey5Xo+dSDiRJtJSQPi+kfH6NkKe2Bm+32rGxEWq4R6Qg1TxzQzwqDYyocgsoBUmKanSKzCUOzeNWTSOodoqEwjzTXq8Xt/BAIOD3+z0eD1ZX8ng8HMfhdkWfejmOc7vdDoeDZVmv14t7WDAYxHSTLMsGg0Faj6pwKHkXu92O1gfMtSwIgs/ns9vtXq8Xd0eaJZrjOHoMTkY+YS0LV0/gyuBrt9uN9S15nqdMotB1A7kaBabcrs9sWw46jWh+IGmYcjiaLS9kIcQtcUCbp/q58GRvb5JhzJ1NJwafF1tbax7P08bOYZNsjl6prUPr1hrxPNVE8nK5JMNoos6Z7d2+25psMeqdIkHBG7DeAd2ueJ7H8pgA4HA4lpaWfD4fPijTR/zp6Wn6yGu1Wj0ez+ystPooAAAgAElEQVTsrNVqxaGwV6mhFF1AZp7AF0gRcL9EocLpdHo8Hiwg6fP5kDS0omtkPB6nhbAxsTcAEELW1tZOTk7wYl0ul9wWc3h4qBjk+dHRnWfP5C0Wg8HU0aE4bFxWhHe89QvyVgCdRjQbEoTMBQItQRoAYHd7d9RVp2CKWDq9Rsinr5+d67fJsbnJsexYY9NEZvPZWpelEGPp/mGjFucGAEil1q1WTbtYLkk6Nfjf5EhOvVMkKHjD9PS00+lE/X9ubg5LNap3I8DND//HXtRwUGooeZdCyOs2YYFshbavmHCr2Ck4jnM4HABACFlaWlK4KXAcR2mZvP3KFWXBkmtdXX9yGt4t5fOxTEZxwHYm82U+H5Uk+nZ5bw8ApOPjZC5H89eaOjosBgMAvNLZOWw0AoDFYGj1ALAyOJNGYMYIPQNVjRATxblg8NbEREuQBgAgSVK3ZJGLyeT7re8OCQCbm+GGGym2yNYIU9t6WpthojECU3sZzHRMa8anjHgOp0hQ8Aa73Y6qQCAQcLvddrudWhkoGIbBLRx9F9Tb1wuHOi8KZXnFhFHPaH6Ew2FcioWFhdnZWZRPFGAYBs06tMVut4fDYfoWPUvoW3NnZ6GWoEZdSORyyVwOX0clKSpJqeNjbIllMsgtKLEY6ekxdXSYOzpsPZrseU2FUjQitLHxYHVVT2RZRUjZ7JNIZG1ra8HtbhVpJytl6+YUGdrfN3V0tIEomM1Ku7vbLFt5iaaqIC7Fax1Jod1IQUhYSy0rAMjEdjVmmE6LafVOkaDgDejh73a7nU4ny7J+v1/+HE/9/xmG8fv9qKWrPA36/xcOVQaEEJfL5Xa7sRfP8zzPK5iHYsLqL7uxcDgctLAnKjEAMD09jZ9iezweDwQC8hXGAAq85EKf04oxKJMWiv7BokpGMpfbSqcBYDuTgVNWQSkF9m2DP3llaMRiOAwAtoEBU1fXuNVq6+83d9e1qnLrgjKGyZGRpx5PC61b3TJMS/n88t5eGySIBACe/6ThaRtIjpCvSE0jKapipCBkzWbT5AWSiYmMtqRkKstnUyj9IhcWFliWFQRhbm6OZdm5uTm73Y4ueNPT016vlxAiCAK6I1y+fBlVhDMNBEWHKnqk1Wr1er3UCxK9I3FKPp9PQQ4UE1Z/2Y2F2+2We2bgUqDvJ5zyBkEQgsGgoqPP50P2gPkb6jPbokoGBRpBtjOZqCQlc7nlvb1kLmfq7DR3dKDJY9xsbml9ojCRZVQQtkUxGo8vRyI0kaXuHlEKrcsYEHXLMI3ukO1hH+T50MzMR42dwybZHGVq65VSFSOF0TispZwVAEjrwtB9TT4cGfEcTpEAcOnk5ETRhG56cipAH44BwOfzHR4e4qYlCILX63U4HOrjCeVDlUJheGH5gMPCCTc/fD6fx+OpYM4Yd9r8Qado/kAHi+1TucJiMKDnJto72kCcAFkiyyQhtECXLkjAy4zh9sREiy7F6vzqqHOUHa+tnBlLp+cEoQ3cIQGA50OiGLtxQ1P2Q+348PMPZ67P1DRT5Idvfe55atOiNyQSjwyGwd7eyh1BCLcpRTXxhhzJ7azuXJ85h9BV5IILd2jFTo8ZFOi+da4NTI2XZeEEygvyrZjDwOPxLCwsVKAZtEqGaTR/KJgBmjzQ3kHFCUomWlSZUCSyhNKChIVhLgiTaHWNQQ4xJjrv1jbFnJTP3/nii8evvVbTs9QH2awUiSw3XGwQ02K/sb+mpGGTI+yYueFGCikqmLWRWrJJzOz5HuHOfc1er9fv99MQgNnZ2YuctbBiMAzjau5cN7VAUZMHJRNRSdrOZKTjYwBAM8egwWAxGGxGY2vFsivsGlSQiIkiZRIWhkFNwtzV1TbWjQQh64IQE8V1QZiy21udMQAASRAAqGmGaSQNdy2WlmPMRRGJPBkZmWxsISsA4A94q1lTHqQzIUQlti2MFGSTsNPnYx5F7BQ6dDQcsXRaOj6mwR0KWaLVw0TR1zJJSOLwcHt3V8pmAcDc3T3c3/9Kd/fwwEALyRJyroCZMEYGBuTqS0sj/Ch8ZfCKfaqGiub8zo6po+PeYIM32qqAkMTKyrsez9PGpm0AgA8///C919+r7Sne+vy9TzXZlZrESCEEBNvs+UJCWukxTsfFAT57ycUJlCXQAXM7k8FojhZlEuhrqWiMiaJ0dIRpJKgsYerqsjAMAIwMDJi6uzGxRCOmrJzquiBsieK6IKAVxjk62swFJirG1tqW56mnduM/SiQAoD1IAwBEIssTE7caThr4fb7WhbPRSKFxkCYxUpwrkgKh8wYdrQG0cbQrkwAAtFYo+ERUEAAAzRwAsL27CwBIKQAAjR0oUQBA1VUKpDIAgNIIvtje3UVR4fbEhO80eLgtIcbE/uH+2hkpQvv766lUe7g1AIAgRJvBHRIAInuRmeszNT0FH9qfuKWpcDYhnNk81opGCqgRbwgGg0tLS4UVFnRoB8ZTtIp3ZE1xJpNA68aw0Yh5MFvOTwJOaUTRfFMJQpKEAABKFKmjo+VIBADWBWGsxL2BPKPUuZCUAEBMFC0MgxRkuP9FHjr062wnb4wzsRnetGqrFVQGsXR6MZn89Nvfbrl7shQikWWXq8ElswEgnAiPMCM19YgUohIAaHRukKSoxnRPhNs0j2naBXIkBwDnyjCNqP4ti+WpWijrcwvB7/cvLS1hvm2fz6d7pCpQiklEJYkjhIZvUI/Llg4EHTy1WajJYklJRiG2RRHlinGrVU+IKUftjBQcIYuJxOPXXmsb0rC5yXV1mRqeIDKbz26RLY+thqYlAIgs72kUGwBAktaHhjRpM40yUkAteMPGxgbLsuqrWhQCs0HoWkUhaCVSzL+p84YzUcgkErncdiazlU5HJWkxmQQAyze/iRyi5Uwb6jFY2jFC5wpFscltsmNsLYwUof390MHBR9evt83Nls1KHLfY8NhLAIjsRUaYke7OGvoUV0VsQCOFxpk0ykgBhbwBMyzxPE8Ike/92FIojyvaMbUDnOZ3woxMmGKSjkYIwRKXNHkRnhTTLRNC6Ah4ACrz8uMvJuiCwGklsPLpsHQUBSaWcMpuJMx0WdS00dKChA4tEKJCLXI9ze/sxDKZdlIaAIDjFpsh9pLkSOuIDY03UuSz+fxRvgIjBRTyBq/Xi1tRMBi02+2Y6tjr9eIWRdM/04MV7Vj5GgCQKKBygNUlGIbBqgpOpxM5BFZbYBjG6/VOT08vLCzMzc3F43E6ApbtxpTMABAIBPx+f8XL1ITged7j8RBC5ubmPB4Pz/M082ahdwiSLQokZPWba/uiaHIqNG0sJpOpfH7YaLQYDCM9PWjgaNQ8ddQTwrpwQ9vDnAJSPo/61sc2TWWQmg2RyDIhyZmZx42eCET2IhN9E80vNuRyiaYwUmwRZqTC5/AinNdqtXo8ntnZWSxCgVQANy2sZYVFpIq2ezwerO5I9zxMDIUHBINB3B1fzJsQv9+PO2U4HEZRgYLWbqB1HNoPHMchE3I4HEgg1tbWTk5OcLlcLpdc8jk8PFR0/+Uvn6+s3KFvsQZdV5dpYKDIH6b+/mH6urv7lYGBF2+7usxFj7+wKDRtxNLpWCazlU6H9vcxakMXJNobfIhntT3MKYDJncZMprYJuUQIQpTnQx6PpmDCqoDkiCAJN4ZqGwxcFbFhb2+5r++WxkG0GymkuNQ3UeG1FOENqIFTe0Q4HKa7F6oFwWDQ6/WWaleMhro6wzBut5sWjEbrBiGE7oWzs7NF5zc9Pe10OtHq0X6+lrhcPM9fvnyZNnIcR+0y8oOvXLmi6P7qq9eczj858yyiGDs6kuhbQpKHh4l4PIpvd3e38cVp6dvfWN2QalCScWEZhq2nR57LTxck2h7xaHzidtXqL6MX5K2+vqne3mqN2QzIZqXV1Qdu90LDEzYAwOrOaq1JQ/OIDVUxUmR2z1fLSo5z29hKaeMqNXNCiNvtZlnWarWqIQHo98BxXCAQcLvdaMJoM3i93kJBBR075NTBbreHw2H6Fk0/asavbLMXhBfEIh6PIslAhpHNSkdHKYaxAADDWLq6TAAwMDDS3W26IMSivCDRBsGfFxxZKbu7vTtgq0K4qZTPz+/spI6P28kLkmJl5c7ExK1m+MkLkgAAtc711Dxiw36I77uliddqMVKAGt7gcrncbjc+6/M8z/M8bnKl2pXzIwT/DwaDfr8/GAwyDIPiPPWTKAXUJFiWdbvdaByp5BKbG0ga5PwAVZx4PB4IBBTt6BGCRiKGYWrqFElDqkrFVhGSICQJAIQkRXELTomFKMbwT4lCrmh4jFbtUFSQ2M5kFMGfIz09lm9+sz3KELQxtritkckR7eOE9veX9/amentv9WndbJoQq6vzLDtmt1eeI7mKCCfDLktty/00j9ggRQUA0OjcoMVIAWp4A7oX2O12lmXRVxH371LtCgQCgaWlJXQAdDqdWHobt0ZFyAaF1Wr1er3oawkACwsLeIq5ubmKr7M54fP5Hj58+PDhw8uXL1PBBtdEEAR0SlUcj+wB8zfUe7ovg2EGy3hQI6vIZlOiuBWPRwlJov9UV5epu9uMQsWVK4MMY2EYS8M9sauLooJE8quv5IIEzWupCxLNho3QxvSCpjyYiVzuwc6OqaOjLWUGAOD5UJP4QgJAOBEeMA5cHLFhbzmiUWzQaKSAc9W1KhX1VyYaEJ0S7HY7ygZquhQ9AOM528y5oTJgVGpLh6Rms9LubgwpBQDs7m5T20d78wk5MOzzy3xeHvzZBtmoWh0kQQJzgdmPi7tbnQkpn3+yt7dGyN3BQWfL/kLLQxRjweBcMxSvAoBNshnZi8zaKvy+1J6FI3xof+bxdS2D5HKJZ8/eff31TzUNkiA7D1avP9aURTsRTgDAoKvyv661rYeJvEFLDigdFwdn8gn0omhLe0cil8McEqnj41gmk8rnddNGQxBZjgDAxPmf5yhjmGSY23197aohbW5yHLfodi80g1sDyZGVZysz12dqmlWaJHIr7z6b+eg6M6hJOtrZmTcabVqqXwLAzvyqeZxlnJXXm81n8zF/zOaxdXZXfovW9uZu6cdiHXVGd7cZOcHo6EtEE/kEelGgvQNdKNqJTGA2qqKmjfDh4XYmY+rsxLyWOpOoKTbDm+c1UiRyueW9vXVJmmSYpzZbuzIGAOD5UCSy3CSkAQACQsA56KwpaQCA1Qc7zruDGklDVTwbcgmiPfxyL7LHjDBaSAPUWm/QoaNGkIsTR0cpQpJIJrq6TAxjQUtHf7+tGaTUagHzWmKe7GQupzOJqkOMidwiN6NaBI6l06GDg3VJar8Yy0LwfGhjIzQz87hJflPhRBgAXIO1dYeMLO+JW+lpn9byZtUSG4y2gd4pTe7wn3/4uUaxAXTeoKPNIAhROZkgJEnNHFbreJtFipZiErqfRGVYubNin7KPniUCJ3K5NULChJg7OqZ6e9vVj0GOSGR5czPcPKShPm4NaKHwPLV1mzXtstXybHj27srrn76nZZB9fj8jZoZuDGkZBGptp9Cho84otHRQM0c8HpX7TPT3D2OMaOvKEoXMgFo3YpnM8t4ezW6JB7dx4S7t2OQ2AaAMaaB0AQBcDLPAshdkMVdX5zF6okl+JiRHuAQ3c12Tb6AaBOYE591BjaQBABKJxWYIowCAvcje9RlN3p0IXW9oPWBRD91xRAswTJTms5LbOAYGRhjG0jayBE0mQWM3TJ2d5o4OmplKJxMAkJWy/pv+mY9mmEHlz0pBFyYZ5kIt1+rqPADcuKHJMF9dLMWWJvomRpnKfQPVIPwoAQCue1pDugjh9vdD169rilltKrEBdN7QWvD7/RsbG8FgMBgM6lEqVYcgRDEJNxo4AKC729zfP4zeEq3ueilHLJ2Wjo+jkgQA25mMdHwMAEgmAGDcbDZ3dFwoh4nwozAAuO69MJYncrl1SYplMrFMBi4kXYAXaaTnu7vNTUUaVndWuzq6au3WIMbSwTmhWhaK69c/Mhg08Y9qeTZcn7leWQFMBZqON2DJhoYnNaoDMPPjubpgSTCHwyEvDqKjdsDSHvF4VO56SQ0cbZZhAmNBqTIBAGjmAADKJ6CYcaTVgTkbRn1vxzv++1Y6vZ5KoXHnImflwnhLu31qYkKrwF5FrO6sAkCt61AAwNI7Mdddi8bskADw7Nmd3t4phtH0t7rZxAYo9G/AtEIgC6HEGlSKiErcwOx2O1ZJYFkWMzXhwbilFeZCVgxV2AVfY188rPAY+VAsy7Zo8mlMvF1YBqw8appYWkch0FohVxrQwCGK2+gtIY8ItVrHW5pJFMaCIlCc2M5k0A0TM2dTYwceg71axeSBtht0KU3mcpf+t//6T+N9B/nsYIfhdl+fz6rVeb6lgTLD0VFqZuajprqZ60YaVud32DGTdtKwt7fc0WHSSBqgSp4NZJNYnBaNg1C8pDdwHCdPAu33+z0eD2YnDAaDHMfhJu31etHEznGc2+12OBxYPwJ3tWAwiLkdWZYNBoNutxvFg8Kh5F2w3ev1YnJllmUxiXXhMTgB5BOYi/rMOhdNCL/f73Q6CSFYPntubg4rjFMmYbfbS4kuly5dQr0hm8/uZnYLD+jq6BroqUJVHh1qQP0uDw8Tu7vbGMHRlq4SCuCmCwBo7wAAVCkoq4BToQJeVinqo1ggOcDXOMNkLodptWxGI+b5Hunpyf0/iV8G/2/1sZftDUGIrq4+aDaZAepIGsKPEiSZ0x54iRYKm+1pZ6emuz0dE4W5oEaxQRKkanlEIl7SG3A3otsVz/NYixIAHA7H0tKSz+fDB2WqSUxPT9OHYKvV6vF4ZmdnrVYrDoW9Sg2l6AIy84R8y1Qcw3Ecx3EoeKB60Yolr+LxuMfj8fl8WOLL4XAggVhbWzs5OcHrcrlc5Y0RR8dHcSmuaCG54oVJhZQAAKzppYXqN/bT11cMV+QZVPqN/d2d3ee/sgsHmq5KDnSVEMUtng9lsxIAYDhoe2SpQgyeqguleADu1qnj4610Ws4tlvf2AAA1jDGTSdGLUg31QEJAXwOAxWAAAFNHh+VU/yhlZPnwgxX3gvu8Z2w/ZLNSJPJEENabJ60TRd1IAx/aF9ZTM49f0z6UIMwNDt7VSBoA4Pn86tD7Wi98L7KnpYpVIV7iDdPT006nk+M4zA8dCAQEQVBvR8fNm1a9AgBq2ig1lLyLmmHhlNzga4ZhnE5nBYJ/Y8FxnMPhgFNnDp7nL1++LP+U0rLy4zAGpmL/IJIjcoYhZsTD3OFh7hDfymUMPAwpBWNgujq6AKC7s3vA+ELSqHVFmVZEITMQxd+kvAyHF2ksaPs5XVLQTVpNhgOqXhRF6vhYyuctZY0gFVhJwo/CI5MjVSmZ3dLAkhMjI5Ozsx83ei5K1JM0bIQOZh6/Vo3Ay0cm05h2C0XiUdg0xmotfSlIAGBmqynyvbRAdrsdVYFAIOB2u+12O7UyUGAEoNPpRN8F9Rb3wqGqAlpGsoUQDoflS4GltBXHMAyDZp0azYExMHJ1Qc3eT6lG9jgrpkWUOnYzu5G9CACIGZExMN0d3SCTMaxma+G5LiYGBmwDAzZ5YgnKJEQxhsVC5UyidbNKVIbBuvtGkATZWtvyPG09K2cVQUgiElkWhPUbN95vQvJaN9IgxtLhxeR7n35bO2lIp2OErNlsT7WOExPJ2pZN8/1ZdbEBFLwBPfzRWYFlWbTBz83NoWxA/f8ZhvH7/ailqzzN7Oxs0aHKgBBSNEWBy+Vyu904FM/zPM+3XPCFw+FAUQdOSYN8JbE9Ho8HAoGmcoSUb/9lgqfFtHh0fAQAYuY33ALfokRBRYuBnoHuju4L641RyCRoVglkEorwjYvGJGqN8GJ44tZEt/mCGuMoY5iYuNVUkZYU9SQNwTmhKkoDADx/Pj809H61LBSd2u5Pskmg2mIDKHgDx3ELCwssywqCMDc3x7IsVsFmWZYQMj097fV6CSGCIKCrweXLl1FFODMHUdGhih5ptVq9Xm8Zh0f0wMChBEHw+Xwt59zgdrvR/9Tn8z18+PDhw4eXL1+mwgnyBkEQ0AlUDnQIxRdyT5SmAiUBRTUM6sspZkQxLcIpqyA50tXZ1d3RjawC7SAXjVIwzCDDDJYK31AU9Gr18I3GQogKR6kju7aA+BZF8zOGbD67urPa3dldN9LgXmAHbFVIWIIWCrNZq3JTFQtFPptPcIkqukNSFMnfwPM8BkTQFvpwDAA+n+/w8BB3LEEQvF6vw+FQ714gH6oUMFbizKFUHtac8Pl8Ho9Hz/moAGUVRYUKNH+g/+aFtX1g+IYobmezX2L4BsZutH34RnXx4VsfuhfcF82zQc4Y7HZNNZZqB0ESAkJgom9iok9r8OGZyEp5/83YjfeHtEddAsD+fujgIGSzafURkaJCcjH82uMZjWJDPBDvGeipupECitanKNyMFTu9IAhyI8K5Nj81XpYq2UDrkgYA8Hg8CwsLzSkYNBDdnd2oUhRqFehdQXIE/TfllKKro4sxMBdEosDwDYUpmoZvbG6GCUm2TQGOGuECukMSktjYCG1trTWtxoAIJ8JCSph5baYOv+KslF+588XErb6qkAZJiu7tLWt3a8hL2Z0Hq+yCWyNpkATp+Oi4FqQBKssX6ff7A4EAvp6dnXW79SimSqBGetGhBoIkQDGJ4kLxCQWoq4Q802W71gU9F7AUheep5yJ4NmSz0tYWt7nJZbPS6Kir2bIyyEFyZHVnlTEwTouzDhHgYiy9Ov/cMXXVPlWFAujpdEwQ5lh2oadH688q8SgMAIP3NCXSzmfzMX+MdbM9AzXJFt90eaZ16KgWCvkEyRE0cHR1dKG94+KkqVDkp8KsEliAoy3TZpdCwBuwjlvb3rNBEKKbm5wgrI+MTI6OupqcJm6STS7BTfRN2Hvr8b0IUWn1wU61zBNVJA1oobB9rLU+eCKcAIBBV61+zjpv0HGxgC4UGEoKALuZXeqSiRziQokTtAAHACiSXbZlOCgf4je5zTbODkntEf39w6OjLnm0TtMCbRPT7HR9PJYwT8ON+9eq4giZz0t///dvvfbaY+2kIS9lYzf97IK7R5sFTRKkZDhpm60hU2x23oCxoIqICa/XOzs7qyaMomhqhNaF3++Px3+TIFLlIuhQAwwfFTMiJRZH+SMqTmDI6AXJcEUTS8htHG1AJvgQvxHamHk8034WClGMCcK6IETRHmG3v90SXxDJkYAQYE1sretbUqzO75Bkzr3AViXkMp+XvvjiztWrU729VXAybQkLBaLZeQNmfVD4AdBQzDO7X7rU7Bd4LiCFmp6eBgBCyMLCQouW52gVIIdAZ0zM4S33nLhQlg5BiGazKUomUJkAgP7+YQBofp8JMSau3Fl579P32oY0EJIQhHVkDP39wwMDIyw71sxfgRzZfDayF9kiW85BZ5lkMNU8o5QPzgmMxXDjfnVqQlaXNOyH+IPQRvNbKBBNt60q6mgX5Q3q0X68QV7vChNp1OcCL059czUQJAEtHRecTKCZgwaFYgt1wERxohncJsSYGJwLtkHgZTYrCcK6KG4JwjoAsOyY1aoMrml+8Pt8ZC8ywoxM9E3U52dCErnAnDDqYiZuVS2+IB73GgyWwcF72odC0qA98LIOFgpEs9fRls9NXlwbM0yUqbINLR6oWQEKvym6DjR2Q56cQx7QoeiruA3Kfy8XEGiwUDwnUTIhZsTIXuQikInCOuNw6oCJ4gT1wcTQUDR2AIDVOl7YsUbIStmVOyszj2dalDRgkO3hYUIQ1o+OUiMjkwMDIxMTt1vCEqGAIAmrO6usmZ25PlO3/CuY2cl5d3DUWbUz7uzMd3aaq0Ia0jFxbzly/SOtpAEAkuGkxVW1Ytll0AJ1tFFvQDUeq0fSQtJFq2x7PB6cmCAIP/rRj5pZb8BFXlpawk36zDracjuFIAhLS0vUTlG4vB6PJxgM4rdJ10Gu31AxRtEX03nJb4PC76VeK9Ty0JUJOQQhCgDohol5JjBvVXe3WS5RAEC1XCiQNDimHK0SQEEDaNEYBKeVVFs9PaiYFrkkBwBOi7OeTsfhR4mtNVKtdJCInZ15ABgaqkIaDCyTrd0XEuploUC0QB1tAJCTBgUUI/A8j1W2GYYhhPzoRz+q3lrVCj//+c/xhZo62oIghMNh/BYoLShc3unpafyakN6VWYfCvnDqQUKPKfW96DgTujIhBwoMhTKDQqJASgEAgrDOsmMAgKwCALAQedFBiiI4F2xa0oBWHrxqANjd3aYVSa5cGWxFA0RRkBzBm9xlcdXTs1iISuHFJDtm8jy1VcULEgDyeUkQ5gwGS1VIQ17KVos0SIJEtojNUyfvlhaoo+31en/2s5/J4wjKjICVPPG8zS+nK+w4iPJ1tKkOQU0JUGJ56TqU/wYL+/p8Pvlt0PzL2HLQyYQCmAQTAIrGDSKrAABR3KZbbCSynM1KhCSpJyDlFnBKL/5m6e87TNBA0oDMAADQ0IAzh1MvEDj1KkWVpUVND2VAnR8n+ibqUGniN+eV8pEne8J6ynXXUpUMDYhcLiEIcwzj6uurQvqsvJT94s5K360J7aQhLaZ3VndYN9vZXR16dCZaoI623W5HNR6fic9EK1bWLsSZdbTn5ubcbjclB4rlVV8xpLAvAMhvA8Wyi7E0t5gkyRxJftU/bOw2d9CP+oeN8iOtsl8sYzEwg3Wtktxy0MlEKVBWUeb5G+V9fI304v/7T5l89qTn93+xssKftseOjlIoYCiA+3dlQCpwOo0kIUn5KahLB1IZh2OqdW0N6iFIwibZFCTB3mv32Dz1vEUxp9PIJDP7cTUfvjG50+DgXYapTkqML+6sXJ1y9GomtflsXggKtQ68VKAF6mijeSIcDvt8vjO3Q5RMsESnSp7RbFBZR9vpdGJdTb/fX7i8uA5Y1BS9IxWgi1PYFwDkt4GiY3ffVzOPlQXWslJ+N5ahb0kyd5jIxaMSfSRVuagAACAASURBVHuUOsbXwnqKHXvxUNhl6mAsL8jEwEhPt+kFBaniI0KrQw2ZkCfBvFB5JuTAUqL4mmXH+RAv/NPGv1YR1UYlgYrRNgYF7cjms1tkK7IX6Tf2j14ZrafGADKZobreDACwvx/a21uuSkZIxM78qtE2UBXS8MXKF30TffUkDdBCdbT9fr/clbIU7Ha7x+NhWfZcWkijIAgCVvqQU6IydbQVwBrilCIolhcVI8U6sCzr9XrlMRGFXw3DMPLbAA8rX9+829x53s1eTjXE7Yy4lcbXu9uZyPIeAJBkrsvUiXoGVTIovei3Gatls2w5lCcTR8dHF1aZQND8TmoObpWEB00OMS3yB7wgCSPMSD1jJSg2OcItJqouMwBAIvEolVq32Z52dlbneWZnfhUAhu5XgVQluaSJNfXaq1Bi41xo4TraZYD+gBfQMK9YXroO8jwWpZZX0bfwNmhU4XIxlj6SjgFA3M5kv8yDTMAQYxnGYlBwC7SP6JYRKBvNgRm1268cOaZqmPlohhlsq+tqWvD7/CbZBIBRZrQ+1SUUIIlceDFxlDq+8f5QdX/y+byUTC4CgMVyt1qkYT/EE27zejUyne+s7gDA0I3qpLE6F86dFsnn821sbPj9fjTAe71el8ulpyxscrRZ/qtCUG6BxpGj1DFJ5gBAjGUGbEYAYCyGLlMHnCoWXeaO6iqZLQSkEbTcVzuV52ib/E7ND3RfECSBNbP2q/aG3DAkkYss7wnr0sStvqqUtZQD00GaTGNVSdKA2FuOkPCm9vxOALDP7x9sHNQhxVNR6HW0LwQwPqLRs2gYqE2EKha72xmQmUKop8WF1SoU5TngtBZ5C9UOxQLZN96/wY5fOPeO+gDdF+JSfDezy5pZ1syyJrYht0RNGQMASFJ0Z+dBX9+tquSQRuzMr+aShF1waycNZJPsRfZem3mtbgEUCrT5Y6gOHWogRCUoYBVUq0ALyJVBA2MxXCihQl47FC0dcnECAKxma5OIE6g0TNyaaM5UDS0NMS0KKQGNEayJHWVGG/iN15ox5PPS3t6TVGr92rX71fKCzEvZnfnVTnN3VXwa0mK6/gEUCui8QYeOckALSDZ1jJ6blFKgXwWaPy4apZCLEyRH8PWAcQAAKJ+AU//NOoAP8ZHliG6eqC42yaaYFrfIVr+xf6BnYJQZbawrTK0ZA5zKDAwzWUXbBOZpYFyjfbcmqjBaXcpdngmdN+jQUSFIIkeSuUJKcWFVijP5BIaJVtfesTq/SpLEveBum0KXjQLJEUESDnOH6PXSWEvESxOrPWOohcwAp2mk+25NaA+5hNOoy6uOq/UPoFBA5w2tBL/fH4/HZ2dnaVoFGp5a5rWO+kMNpUAPzYsQUIoGDnk5cpIjAIDOE/gUixLFuSgF1p5gx1jXPVftJt/GQDsU+itgFhCUFpqBKwBAVspvcWQjdAAAjqmrNWIMAEAIl0gsVldmAADCbSYWuaqkkYZT0sCMMn0TVSvpWTF03tBKcDqdPM+73W5aqkNeWbvUax1NBTR8YGosjPvISsdHqTxjMaDVo/uVzoFh4wWRKARJAACUKJBSZI+zJEcKVQpFyKju0FABkLGJGRGlha7OLtbEXjFcQbrQ6Nn9BmIszYcOhHVpZJJxTPXWzkk5n5d2duaPj1NDQ+8bDNXM44mlsa/dv9F+pAEK62g3GzAzhL7/UXg8nocPH2JWrkbPRUclKMUGaNBHPCrFo1IZiaKdwj3QB6KoJ8Rv0k6kRQDAKA90zPz6v359+H8cvv5vXz/8ncPIXgRJRvvlotACShGoc+tR/ogGxYwy9U7mqAZZKc9/csCH9vuHjdZx8437tc1MgDJDb+9UVepNyLEzv5qJiVWJtwSAtJh+vvq8GcwTFEregLl9eJ4nhKDKzXGcovwSfkpzDtICS6VaCCGY6liephDHwUYsX4kZkeUj41ucQ0dHx+/93u/R7hzH4WGYngizWCrSFsmHaid8//vfX1hYKFodVEfrgubcLMy8SSUKavWgEgVGkKJEUbRv66LUE/Dq/KoYE2/+h5snxhMAiEtxmosCAKgFBE7lCgDAOFJ83eTRpOcFsis41WwUFAEArGZrYyMg1GCTI5vhw93tzMgkM/PR9VrT4lwusbPzAACuX/+oujJDXsomFzkAsKnIca4GGD0x6BxkRptoI1PyBkxCDADBYBDTBbIsGwwGaekjj8eD9Zaw0BSmfsINOxAI+P1+juMULU6nE9+63W7MYIgnolWe3W63w+FYWFiQj8yybCAQwKwDgiBYLJa+vj6apxKnAaeCBBIIHI1hGMUkm/bRnBDi9/uXlpbwWniep5k3y1gZaArwpr0uHdVFGYMFRpCiREGSucjyXhtLFFkpG5wLMhZmVvZHuVTUBt1Q0a/iMHeIr7Exe5zdzeyyphd9qZsFAGDyK8Vo9S/5QecPp5wAZPMXMyJjYLo7ukFGj1qCIsixyRFxK721Rtgxs2Oqtw6sN5dL7O0tS9J6FStUUaRj4vP5VdMYO1glhxtJkLDQZWOjJwpRxE5htVo9Hs/s7KzVag2Hw06n0+FwLC0tAQDP81gpEQBoI9aRot2xi7yF1lXCbRKLXASDQapJTE9Pw2kNRjqyz+ejg/h8PuQBWH5paWlJnmwKc0+huhAMBmlVT/lQ1V216uLnP/85viCErK2tnZyc4LW4XK6ijo1IjM4rOTx7duf4WMpkXtTuMxqHOzqUv9KODpPBYFE0dna+YjQOy44xV9HfWIdGlJIo0DGzjEQBp0muWkWiOK9Dg/rtk/ppwukOjQIG/RRLftAW5Bz9xn7ctrVDSAldHV2FZAVknACdPKD19RKSyAnrLyxx7JiZHTdP3O6rg2swZQx9fbeGhu5XffzEozBZ2xp6/4a5SmnH9vn9vcheE5IGKMob8CkW/8d9i0r9gUBAYQ7w+XyYi5DWVMQyS/IWOLUaEEIODw+LzqNw5MJZud3uYDDo8XiCwaA8+yGegmEYt9sdj8fj8Xj5oZoHCgMQAlUcAChfRBslB/Xnun79cfkDJCla2JjLJXO5BP3o+DiVyyXlnx4fS0bjb2iEgnn09Ix0dLyofmk26zUD6wdmsKTAQJNcUYmC5s1s2nQUNc3QIHeMqJGuIKcmF9MPQ4hK8agkrKcAgB0zTdzuq9vdVWvGQGUG21NPVRwagKaR9tgalRGyPM49J2qwoMCH+0Ag4Ha70e1A3oI2DpZlrVYr5R9YbMnpdOLGabfb8eDywgCWecSO5SX6M4dqfmD5j1LUgUoOVTyj9n09l0vIWYUkRdPpLXydyWzv7S0DAB5AuYVcyaATMBgs1TU66pCjlESBjpkYO3qYyDVPOorwo7CwLnieelo3Q8PF5AoYSCnGMsK6xI6ZB2zG+kgLFLVmDFADmQEAdlZ3MmKmgWmkz8T5pjU7OytXEfCxGJUAupcLgiBvCQaDDMOgoi4vf4WNKMgXHVnBDNBPk2GYQCAwOzur+Aj/DwaDNG9BmaGaHKiUxOPxQCBwpuRQVLFoFAyGQfl+fyYRSadjx8cSvpakKKoaVNI4Ppby+RQyDCpjUKOJbi6pOqhj5qhTucPJ01GUpxRQVcMHSZDVB6sKhwYdzQwhKonbGTRGMBZD/7Bx1MnUOjKiEHVgDLWQGeC0ymWjClapxPl4A2rjdrsdQximp6cZhllYWGBZVhAElM05jpO3OJ1O6iZJYzQw/MFqtQLA5cuXUR5QjIweglar1ev1chw3Ozvr8Ximp6cXFhYUNohAILC0tMTzvMfjwY+KDtWEEAQBK4T5fD46SbwEQRCCwWCZvig5PHz4sNQBDx8+lH/ahIk65Bt/GZKRz0uZTAwAjo9T6fQW0gvqqJFKrZtMY/gaKQXlFrpuUS1Qq8eZlIIaPuC0BimSiQrKkIYfhbfWtvQMDU0OpAjIJkkyx46ZmUFDQ7gCog6MAQD2liP7Ib66MkM+mxeCgoExNKQ09rlQYd4ndF+gbzEYUhFjKW/B8E76qc/nOzw8pMERXq/X4XDgxqkYWdEXJQo5D0BpwW63E0IUukLhUDraGFSuQOMI1S0ymZjBYOnoMFPRwmAYxBdGo62zszW8AlsU6EuBSa6gIG8mLW6OHpqUVQhRYfXB6sjkyMTtida1TbQrkCmiYyNJ5lBUGBjpYcdMjc18ur8fkqRoJrNd3TqWCuQSZOfBaoepa+j+jSrKDJikoXkyO5VHhV+zYj8ulMoVLYUHCIJACJF7PBQdmfbFg8PhcNEgAnSYKD9JHe0NqliUCq+SE4tcLnF8nEKXi0wmhq6dlFigO6duCtGOMjYLeXHzeFQCgN3tzNdHv957xp+cfP3bvzO+u30l8uSXAECzU7RHNGlrQYhKSPtI8kV6UyQKVwYNoy6mGTxnc7nE/n6IkDWzeayv73ZNf7MoMwzedTLO0WoOG9nb5/eHbgyZ2dZ4jGlYnmm/348SPZwGUqo5fnp6Wu4kAQBer3d6erp5bPw6WhTUGpLJbOfzX8KpKaRQrtBZRS2QlbKRJxG5YQKzXQEAsgo4lSto9AeculaAzLuiqcJAWgtUSACA3e0MykJoaUIzU1OF7ObzEiHcwUEIAK5enWIYZ021Qykq7C1Hqi4z5EhuZ3Wno6tj6MZQ03pBFkKvT6FDx9mgrAIDU+GUVeRyyc5Ok5xVoOyhu1acC5vcJrfIndcwQYkFtYPAKbcAAGE9xY69iAEupBdwIRkGMgM4pWKoH8DLLq6o7jRzubV0OnZwEJKkdYaZ7O2dqvUPDRkDAPTdmqiiNwMAkE2S4BJ9E33Nk0BaJXTeoENHFUC9NRVaBVpAFA6bul8FBUZMAMCN928wgzWJVKT0QtzOZL/MYyPdMgEAS4vhxomgPANOPTrlAzabuUQ41WPgZQoFpywqKx2TZE4e/EJNP83MDxTI56WDg0/290NG47DZPF47DwYKdGWAGjCGfDaf5JI5khu6MWRgmuheUgmdN+jQUVvQtBbyQFN5lOlp9McgGkQuiPmDGiacd52jVbUWawH1ugAAWgZdDqpnUIixzFHqmGobZSCnI2VQeAoFyhMdyglefNQ6zKAo0ukYIeFUah0ATKaxOggMAJBLkL3liLQuVDdiAoHZo5kRZtDVqpJkw3iD1+udnZ1trcwKzQCsGcayrL507QFMYqEwf1CnCoPBggk30fzRNkJFZYaJloOchVSAVt/ytYAQTpKikrSO6oLZPFYfwx9lDH23JnprEACcCCfIFmnO7NHq0TDegDUsdH/GcwGLYDmdzmAw6PP5znQm1dHSoE4VCqEil0vKzR+tJVTUwTCho0WRyyUIWUuntzKZbbN5zGwer3rpqTLIS9m9JxGytlUjxpAjOSEgmFhT30RfC7lAFkXj7RSYjKHV00LXB5h8Gv93Op2Yr1PHxQQKFTRfRfP7aTanYUJHwyG3RDCMy2QaqzMDpoyBmRypVilLBTDSstnKYVeMIqwHa1CBLP8Btsi1cczFhO14GBawpvqBmgMwpySeCwtbFOZg0EEhXyL8IhTZtHRcKNC/rYXPZPKYUnl6TZpbs85+miRBIssRYV0YmRx579P3anciHS2BfF5KpdZRV8hkYibTmNk83td3u/42uHRMPAjx0rrATI5UN100hSRIe5E9A2No2iJVFUB5GV6vFytREULC4TDmP8b9iSZ7xsNwxwoGg5gXEktR0IJSZx7gcDjC4XA4HMbKloIgXECzBRYWX1paQuWA53maCtNutys0GFqOHIFZtOs2VR0thM5OM8oMRbN3y/00JSlamP+qiqxCiAqR5UhWyjqmHDfu36j0gnS0PNLpWCq1nsslJGndYLAYjcM9PSP1cXIsRF7KEm7rILTRYe5mnKNDtbkzcySXCCeOj477JvpaJaGTSrzEG3ieDwaDPM/T536O4ziOwx0La1DR+lVWq9Xj8czOzlqt1nA47HQ6HQ7H0tISHe3MA0BmnrjIdoqf//zn+IIQsra2dnJygkvtcrnkKS8LS5AfPf/lszsrRcdMrb8wYZjGyrlPGixMh6lL0WgetxYeZtBN0e0CWn6sMlahcNUs5VeBla/7h/snbk2w1fZI19H8yOUSmcw2igq5XBKJAsM4a1czQtWsEmQ/tIEmCXZhukZ/1vLZ/F5kj2yRVszNoAYv8QYsZi03FuB+j6+xgHUwGMRnYmQP+D8eo7AynHmAjqLVLDmOQ/lB8dGVK1cUR3Zde/X6n1ToN5SXspnYrqIxsy3mv8xK0fjLjQWHxUQAMNoGaItxuJ++7nyl2zgs+8jWXwv1T0eNcC5WATK/CgAwGCxf/frSs//0P/78//pq8Pd63va9cXnAaDB8s64XoKMRQNMYhgUhUWi4qKDAfogn3OaxlL065aiRSQKBERPMCPP6e6/X6BQNx0u84cqVK/F4vNShcFqxWkcdgM6Pcupgt9vD4TB9K5eFKkCnubswLrmySGUp+hv3zFyS5BKHlHnIOUcuSY6lLGUbHaYug+XF/HtGBjpM3VrmoKM+KMMq0Inh//3b7df+l//hpt/61cnPAD6XJKXDJpzaQeSDnFlyXUdTAekjJY6oRaEQZTaPM4yreUJ7qMBgHmMtd509sqedqmOf39+L7DEjTDu5MhTFS9fmdrvtdvvc3ByKBBzHuVwut9s9NzfHMAzP8zzP186gIC9zdZGB2kw8Hg8EAnLe4HQ63W43Jm9QOJk2FhXs9HK1I7MtprfE09e7mNJVQTLkegY1o+hKRpNAiAoboQ2SJC87MUwUPRg3G5ApFrlckppCMKAUZNwCq4FAG+WuaC0gRTitBpfEYGDUEtADpiH+jGpAuM3D8GZme7d3yl5TgQFOnR87ujquz1xvxfyP58VLvIFlWZ/Phx4MgiCgDyO6K2KLz+ererohq9Xq9XrlTpcXB4IgYHEv9D/FRuQNgiAEg0HF8fjtuN1uzN9Q59lWEXK140zakY6Jx9IRABynsuktEcWMXJIcp44AIBMTDRamw9wNMncNua1EFzBqBz7Eb4Q2us3d6p0Y1GgMGGIKAGggBwDcsQBAnr4CZM4W8gFbJZVF84ASOEXyMUWaELN5vMmVIXR4lKLxzPaueYztnXLU+uffxs6PZVA8fwPHcYoi1DUN+dPjCdUD80XqMauFyCVILknglF5gIzWUpNYF6iJK1QsqXejc4lygmRjYMXbi1kSj0jdRegEyGQMfiPG1XMCAl0kGyJQMRFvqGdQfBWS0AEonO2/RWq+5BCFrm1JUyCUJMznCuEZrao94cVKS24vsSYLUrs6PZdD4vE86dNQTVL1AJ1Aoxi2o7wXVLTrMXXX4S9T82OQ2haiwyW3a37a3VopoSiyKvsUnbMTxsZTJbGOiCzmo6UQBzNepfiZnEhQ5HyqEYuYIOVtCQkAlGZoBDGSxtWqm0fxIx8TUukDCmwDAuEZNY2x9fqRolTjOHl91XL1ojAGh8wYdOpRAT89C3eJYyuaSBL0uqE2EOnW2sWiBdEFYF9gxlh1nL1q2x1IbufwJXgE5EakM8v2+EAqxBC6SdSYdE0l4k6xtGYf7e0YGmMnR+kSJ57N5skX2Intm1syMMhfHKlEInTfo0HFuUJsIFS3k/hZILKhoYRi8gi9azpHzgtMFHc2DXIJI60ImJkrrgnG43zxuZZwjdfs15Uhuf2Mfoyt7Hb0XwfOxPHTeoENH9UEDRjAwFVqKWOh0QUczAM0QyBgMFgbpQp1VvbSYPuAPJEHqtfdetV9t7+hK9dB5gw4djYHCGnKcOnqhYTSIWOh0QUfDIUUFDMzObO8ah/sNFqb+XAGxz++TTQIAvfbe9ihGVUW0GG/wer0a4w+9Xu/s7GzVo0nrBoynkNcY09GuKEMsaOgpxoZQ/80KMoLrdEFHYyFFBYyczCUJuiz8/+2dz28bxxXHR5VjSVTFYhQXMCm3AZZAIFk3L+EggG9ZAbn00CC7557Icw/F8k8Qr72RfwLXl5y1vvXiwHvIwZYQgOsCsZYB0nBa0iJFQYx7+Erj0S65pCRS/PU+B4Nazi6HFK357ntv3vfOKhyjdERHvBa/eL8kteQD/cF6en0i05hyZkw3LC3ddsKGYcyugRZMsNDtu1gsmqY56RkRk0R26gw16IS8uAhR9Nl0SnKBmAhI4TVeVqGDO8ci+VRL7KSTT7UJmuCg5rFRbbRqLQQYqIghhvnXDeinNNNdkiRoPo1/DcOAjQVB9CO06fQ/v77/9w8//XrSqb8/fcDYnz779M+bv6dNp8RYQVuFzrt666iGHFxiO4Uv28QLelS5wB9zvsspwDAMPao8PM+DD4Vs/YQjamwcnZpwHMNCnY8HDhBCwGZTbWEUPUseZxGfp56zgrs0llX1vbiuixfCGLziMO8LIDsQmu0dI98Cu3QLo35ZRDzrO+ngMPC/94M3Qe2oltpOpf/65OlTLX0pC2T9ptqLM7rplLQFMSQnh8HZsTh5E3SOReuodm9j9f4WR5nCH7/JTo+trngt6q/rkAsPnz0kuXAtwrfvtm07jmOaJtwi0P8Y65PaCtowDKxYjuNgGdY0DSfizn7gAFhyM8bK5TLuoUNn6bqORsu5XM51XVgzPH/+HBPuNyvGGMQB59x13f39fVwELbR1XV9aWoLJ58D3JSfguq5t27i4EKJcLo/q08fVSqUSRInnebLbtK7roRhJsVg8ODhwXRc/Gobxj7//48udLwe+yiLvM15MwlrhcVpTtMJ1CWkLHIxvxCkLOUlezDFIk6las3MssPFh5dFmYic1hb968Vo0/EbDb1APhttwJd7geZ7jOKrRouu6ruvidl8IgcUeN7uZTCaXy+Xz+Uwmg5U4m82WSiV5tfgBuCa7XDvleqmehWGYAOdcCPH8+fP4WeXzeYgerPpy6Q2twUO+LwzG5MeX6Xj79q38KF68ePHhwwdMaW9vT4151Ov10Im/nf3WqPbtK9eqtfDg53/93G9MR3TOxFkilVheWw49tby63DPDt55eDw1e4SuUC5w4Ua3w7G/PbqwVVFQzEd6/DELmRBCUxu7TeHnBlKoLNteNs2YXqEYpGfELRboBUSiEoO6mtfONUeVCUkt+9pfPJj2j2eaKbqhUKqZpqnF4LJl4zDlHRR7WeKyy+Ffe6KtXGzgA6QAhhLoiqmeFpiRPj5mVHGmaZown+JDvC1iWZRgGPDtgDdrvstelp6el67oyJ6Ie39zcDI38ZOOTR8boje3P2+dSc6i0gtZ5+/wkOLly8OrIVtBaXrsiOEL6497avUQ6oT5LEcIbMz6tcAOGXDakvGCMNV5W1YrOnlaosi8nu+q3PvHU+NwQEnzscudOt9E+b56ubHH8ChBDmqpcQzwd0Wn4jVbQIrkwcq7ohs3NzZi1ljGGWoHbI4QwTVPTtEwmM3AZHviit59V/BV0Xfd933VdiBiZKRgrKH5UpYOu6wcHB/JHNSw0Wu6t3esZvrtBTO8kOOmeduWPHdHp1DsyRtI97XZERz7VbXdVSZFIfXysBjkSqcQid1/xX/rBURC8Cfzv/fROWvtCm6BWuAGqvBjeCpVF/NblmG6jjb3+y4qMUEMaqjkqu9FW1RlFbrdhkR03rNduXqYkmGb0Uzpvnzf95klwIt6IFb6SSCX4Lie5MHKu/P01TVPX9UKhgLtt13X39vZM08RNtud5nueNJFzvOA7nHIUC8d7ZuNcvFouoV8DBmFlBAQghHMcJFSKgYmPgFaKgX4JpmjKXMVYQCKlWq5VKRdUNcNDGZEJFplPLzWIJoYBHo9qQQQ71eCi2IXWGGtKY9RyKeCfEsai+rIpjUTuqrW6spnfS/BHPfpO1itakZzd2riUygKzGALiHlqum7NopgexY3lhNRLSXrAbtMTEl8nEHyEiARDbzkLQOA8ZY6F2o0RqkhCbVRmmsNPxGo9po+k3G2Ia2sZ5ef/js4SLfXYybK58sigexOvq+jxpGlBPiSLFYHMnCibJEWWkY8uxW0XU9l8tpmqbrulwmZQ+G6KwqlUqpVPI8L5fL4bKZTMa2bbX4Mf4KUVBfiZGFQuH2b1/i+36lUmGMof5Uzg1PoSpTBb8d0zTV0o35IxTwGCbO0fAvYxjt7klwgpBGR3RktKPpNze0Cx8gNXUiIxlTkjEJDoPaYa3+rl47qoljwbd4aju1+Whzd293hoIKE0StxrgN6s26RNqRyMjHMKjREYkaERmSqFiZPwUwPCfBCUILTb/Jd3kinSDniDujdzsE5PLVI+PY8jf8NbHhIhqWD10B9Qe6rmN35TAvNPwc1A2cEwQ7Qie4HXTWUYMZqNi4eKwcXOErEBMrfGV59SI/ksxcyJfRxjCQd0BcQRyL1HaKb/H043R6O81nMFBMEOMD9QooXEikEuvpdUQXJj2vhWPG+j7FA90QE70giOHpiI4sv5A1GTKG0W13O6IjEyIyS7KyeaEqegYw+uUd0tvp1E5qjQr9CELhJDhp1VqdeqdVa3VEJ5FKrPCVZCZJ+ycny1xlgOgunBghalwh/u+UzJKg8LNT7zDG3v3w7uz0rPZT7ey/Z+/P3p+dnjHG1pJrD7YeJD9N7n6x+3X+azY1+RGCmAb6CQWqV5gq5ireQBB3T7vRrh3W2s128CY4bZ6KYxEcBumd9OrGKt/ia39YS2+n+Rbnj7jcXQJ5gdPj8yNqjSfdYxHzB5IOEAqtoLWhbUAoLPi2qSmHdANBDAuyDMFR0P5fWxyL0+YpJALf4qsbq+nH6bWNtdunG2R+BDWeOCjlBZ6SqZCPEZHxlF8QxAhp+A18q5HvawWtRDqBSoVEOkHf21lhGnVDyCy7X1HkYkI+2mMFwQPGGMQBY6x2VGOMiWOxurG6llxLbacYY5kvMqvJ1clucFALPKMtMfqVX6gBDLqlI8YH5C++mUg6IIq2wlewiYniZ7PLNOoGaXpZLpdfvXrlOI7jOFTtyMhHexQEh8Fp4xRpBcYYMguMMThKM8YQPGCMIX4wcX1wqftdeAAABhpJREFUe2R+RA1gyALPUMcttd2WjGFQEQYRAyQCsm+tWqvb7p6fnqPtEnQqKdQ5Y6p1A/wjstms2hZ6kSEf7RggCPC4+vJj21MZMGCM8S3OGEPMAJUHjDHayCAJtcG4eKy09Rym1xaJjLkE3w1ZmoNYFxIN7PKbkMwk6be/CIQ1IPoZYEGSZs2wWUKmIOooHRqgXgF9FFSXrH5nsV5m2dPfD/EuWTQfbVUHyKwBYwyFBXIM3+Jy1U8pvXQQLWCMUcek4VFDx3x3QGawZ68tVWR0291WrSXbbbGr/TBCTiUUtZ44Mi6ltk2TwQN2KQ6QZaAmS4tMWDfYtm1Z1v7+fqFQyOVyuVwOXYZgZu37vuzzWKlUyuVyaICmaeoV4HaBYgXf9zGYMRY9S5pl7+/v3/mHMDHwmbBL1+x4H23pIAo0TRuVXcioQNlg6KC65EtqkQ56suuReusvUwZM0QGMIgTTwbVEBrtqVhJyKmnVWtK1tek37/P7MdZoLGLKSqWg/VB7kPTschaqg4Gwk5KO8gtET3p8Jw4ODrC6e54HPyfGmLTAVh2lowPwlHoFNKtmjJVKJeTjo2dZlhU1y14ESqUS9MHS0lKxWLyuj3bzl+bBPw/YNYmu2QMJDgPc4vMtzvt07JekejXQzSh2yfgRWxOvOxNidrlZ+DpkjYbYhmrKGnJkhTW8GuSQ9LOGD0U+otz98tnTk1bdvitRAzySfl3VZVMyap1E3IYe/xny+TweVCoV5NHlU/BHkI7S0QGhKyCujvGO40Ar9Dwrapa9CFiWZdu2bdvffvutPDi8j/b9xP3QejwMPU+hO3hiOomqjWFiGyH6WcNDhZy3z2XkQ9Jz/ECQmlGPJFIJNTRyLdS0zseDmz2CKxQYIO6SAV81GS2QqI7Suq5HB4TI5/OwblK3DobOsm172kLudwOKHLPZbNTCahgf7YePHmo67cYkiAH0s4ZnN1IhBLHg/C7muXw+7ziOXNFREck5N02zXC57nhcdEL2IaZrQGZZl9busZVnyiDTLXgRevXoFh+63b9/K8gXDMGDmCb0lMQwDKR7G2Kz4aBMEQRBzRly8QdM02EuiBM+yLM656igdHSDL+iSccyQpyuVyv8vath01y2aM2baN1RTFmPPnHJ3NZnO5nBDiyZMnuq5DM5GPNkEQBDG1DNW/IWSrHXWUjvpuD0PorMXsCymECOUj4iEfbYIgCGKCTGPfJ4IgCIIgppO4+gaCIAiCIAgV0g0EQRAEQQwL6QaCIAiCIIaFWoXMEnIrLLv0/iA3bYIgCOIuId0wS5RKJc/z0AmjUqlEPSwIgiAIYqyQbpgxYAbGGINnGEEQBEHcJaOpb4DJwkguRRAEQRDE1BLWDZ7noROR2u9ZCOG6ruu6qosEOjn6vv/dd98JITAGA3B6aDxBEARBELNOOE+BsAHnHK7W8EEwDAONHU3TlHV5tm1blrW/v//555//+OOPjDHf92EGjbbQjLFKpSLbSxNRhBDoM21ZVi6X8zxPhm2odoEgCIKYQnr7aJumKYTQdd1xHKxneEoIUS6X5dp2cHAAmyUcwTo3r14S46BcLmuaViwWl5aWICBevHjx4cMHfPh7e3s36N5NEARBEOOjh25AOAG+l7L4DvkLIUS9Xpcj8/l89HTLsgzDgPdEoVAgG4UYqtWq/HxkYsh1XagxsrskCIIgpo3BdZFCCMMwsANwGBGg6zrcMn3fN01zFJOcW3o6jwPOecyzBEEQBDEResQbUMwohID5teM4nHOUKWAHYAyISWiaZpqmYRjUlSgeNaIAd3J26aNdrVbRoWFikyMIgiCICD3iDZVKBUs+1n6ZdDAMQxY6hMhkMuVyGfUQrutqmmYYhq7rhUJhzPOfbSzLcl3Xtu2vvvpKaix81I7joL8TQRAEQUwPYR9tFCXouo6wgTzueV78vW9ogOd5mqZRccNAsOt1yLhCqP5UPiYIgiCIu6F3v0jOeWjJH7iwhQZQgH1IOOf0WREEQRCzQlg36LpOQYJpxvM81JoMjAARBEEQxMgJ6waKe08ze3t78jEaPExwMgRBEMQCEq5vIAiCIAiC6Mf/AV/tfBAPeCn7AAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Reply\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Error\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for segment_kind in hdb_segmentkind_values:\n", " p = SAPHDBSegment(segmentkind=segment_kind)\n", " print(hdb_segmentkind_values[segment_kind])\n", " display(p.canvas_dump())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol Part packet" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "NIL\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "COMMAND\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "RESULTSET\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ERROR\n" ] }, { "data": { "image/png": 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/cnKynFhZqfSApTtCpWFbc4SmT6BOl1ClnV2CLpPXrtH4g+i9e6IgAMAFq1VcWqLryGosZmQn5Mk41myNj1B9WHX+ho9u37aNj7//4AEAPHvyJH84T8sXgvDsyZNcNvvOnTu0cVUQLlitDqcTAHbT6bvvvDM9O6u733RVEIZHR5V/TVQtuuNjt+eJhLLd4IFGLg3tSK/bbPjRZw8ffnT79vsPHqCK1M5Zl8dzc88Tibdu3TKZzflsdnN9vXr/pvDZo0dab9mR97Z+4E9O9d8o4z9d9eazR49sExPa2bbODBvG9OzsR7dvJ+LxvCx7AgFle8jvv2C17qbTb05P2yYm4hV+EXRHqDRsa47Q9AnU6RLa6yY0/RKmZ2ej8/N3rl41mc0mi+UXt24BwLDN9tbNm3ffeQd/F+xTU5X+IIiC8Hk0ik/2m8nkz6an7U6nbuNxLwEHeZ5IROfnTYuL1IF4KjfhlZcvX77yyisY37CZSIT8/iq7PuauX3/r1q2P5+Z+/Xd/Rxt/ffv28OgoXZBEQVB1qNRT26I7Pu322aNHv/rNb/APt8EDKVUuLXrv3k467Q0GlS10HdXOWQte8q8++eTI5B7NxetwaANZjry3KgxG6xjh17dvv3XzZnWBYvynq65TBQCvw/H+/fva2Z54htrpPZid/T/+6q9aNi7y9qNHK5L0X46M4Nvdr7668OMfa7sp23dfvEjv7t6/cWOC5wHAIYpmAJ72TCQu2NRRh6pGCSALsGq3A0Asdu/v//6R6fXJH/ywDz9NfbU19OMB1Qi6jZU4coT//Mdc/vnyv/k3N1yudyVZevT7Rz+CCz+CV7/rmfhqyKa+CbqNFSfQ7BEq9VS2fwsvvoXdG2/c4C187F7q7x/9f6ZJ+EHfQc+txNCA+nvUbaw4h9pGqNSzxhFUjQURyrvwv63aAUAUHUW4QMBefdj/J7H1L2xGfxRrpPZz6Y6gbOyC3EVY/tM/vXHI3mAym3fT6c1EYljzywwHUZp2pzM6P/8sGq0koF4fHc2fKJvskeP/4saNTxcXtRYFIxOrcmnPnjx5/7AWe3N6+i///M+nZ2cN6oBPHz78xa1bVXad5WVZ+WCN08B2XIcS8bjJYqFzO7JDTpafJxIA8LrNRs+rPYq2w8HWoEpUurd0/niizUQil83ifNABdsFqxQngvh3V60rXrjXm44BH3nDlT5dyqItDQ6pzqaZKJ6aaj/IaAYDet0o9j4TOUPsdKSecz2a102sLlPkf04dzQR7ZDgBZgP9I39hsOilpdBsV5J8v09fnAb7Z+E+qDrqNlTjBCN/C7rew+11PG6gSKVZqrDiBZo9QqWf1EfLLip5g+0Zzt3QbK86hthEq9axxhOqHd8PuJfis+rCXbABg+C7URu3n0h1Bt/GQbrg4NPSLGzfuvvPOT6emhsfGVNkxn0WjdpcLAOxTU+vxeCXd8Oni4uS1a5VmtplMKr3su+n08EHE9ZHj/+LWrb+8evWtmzdVf8qNTKzSpSXi8Xw2q1pTLw4NXbBanycSBm31z5PJ6QqR8NF79zaTyeHR0cTKys+mp3Fu0fl5vGpxaemC1Woymy9areLSkn1qCp8+j+yAPhcACPn91M6hPOr10VG0oDyem8MgnU8fPqxyCZXu7eO5OfyOPr579/3798VYDHfx7qbT07Ozn0ejF4eG3rp5E3091+/cQXvaR7dv/+qTTypdu8Pp/HRxkcYe41lAsWZXQfnTpRzqWTSqOpdqqn0Wi+588DvCe5vLZhPx+PS771bqaQQ6Q+13pJzwTiqlmp7xUzSLWaeTVppQ8r9Eo19/843rypU/t+s/ftkGvnteuf/GG9pPd//4x//1H/8RAP77S5d+ajZXmYDDMT0ychL3mSj+Zm0t9id/8tr09F+d4HAA4DgrAAyYBm68ceNkI9TIly++/O0//RYA/i3/b7u7upsyhwHTAAA4pi+OTDTnx/X//j8zz/8h9/p/1fff/A+DTZkA5Y037jflvOVyXpL+ZwD4Z//s37366mRT5tDdbVXHN2CKq0Q8/iwa/ezhQ9xJgh+JS0vv378PB4/jO6kUXWPEpaXNZBIA0JeDPp7jUmV8pM9iefPaNe1j8ZEHHnlpWoykyziSRDyeWFnBXew5Wb77zjuj4+M4N0w5jhNG6/fw2Njn0Sg9tnoHujM+l80+e/KErsHKowBgM5FIrqx88Phxn8WSk+UvlpYqTVX33m4mErvpNDrGhsfGnkWj1KiOL8YmJlZjMQBIrqyMjo+vx+PonBsdH3+eSFS69vV4HB1Gq4IAB6KhSmBKlZ8uHCoRj38ejarOpZpqpe9iM5EQl5bwFh35rR1rhrrfEb12ymm5URoA1rRUsbi8/PU33wDA/7u3h86IKkzoyaO5zU18sVcq6XagcNwQxx07vqxQkDc2/ADwzTdf9/RYBgeNGs+19J7r5S1HXGOdeLr5FF/kS3kbd/JLqB1uqJsbaoJwIani83/IAcDzf8gN2Ey9lmYWV7JYmrOpMpX67qn722//qVlzAG1cJADYJiYwO+bjublPHz7Ex1YME312sG6ZzGZxaYkuV/Q5+EhUjnP8a3vk+BT6WExbDB5Y6dJw85hWaiRXVioNogVjIbXtmCgUX2N4Kp0b6hI8KT5nmw4/aR3ZAQ3peVnOv3ihexQAiLGYfWoKV8Qjn2h17m0stptO//p2xYqxdqcz5PfnZHk9Hn/r1q2Q3w8Am+vrYxMTVa79Z4rH9+j8/PNk8le/+U2ViVX56cKhqpyLUqmP8hZV73mCGWq/o591VrykXCg8XF7+Ly5cAIDk1laKkCGOO9YIqWLxye7uaG/vP/3xjwIhd4aHT32Sy8sPAeC114a//npzbS1Wi25oFuKOSL4lr/7o1UKpsCFv2C8e4VbvSJYXt3vMXX39577eLIpPdidvXmr2jBpNqSTv7j754Q8v/uAHfX/4w1KpJJ871xzDT7X8DQ6nk+7gXI/H7VNTuO7aJibevHbtmeLhuHYMjk8fi497oAp6abgw4CGJeHzB5wMAURAuWK3GNxT81On83MBJtWm5TkZOln99+/bn0ehmMnlk+vGc4VgT7b0FAPvU1F88eED/aY/66dRUcmUlubIybLONjo8n4nFxaWn0YN2lVLr212226x988PHduwYnaQQj95n2Mb36avVbdLJv7VjfUVvz2Ov9H3/+85/9y38563SmCTnu4dlS6Tc/+cm4xfK///jH1y5cSBWLpz7DwcGx99775OuvN9977ze9va+e+vgNoOdcz3s/ee+17tf+ve3fc93HU2Ydw6DN9N4nP3n1T3/03m9+UnhRavZ0mkC5LPN84J//8//p/Pmfvf76B02s5X1IN2wmEsqN+xixBQA5Wf5CENDOj/9+cevWbjp9Wrv8jzX+L27d+kIQcNU3fmClSwOA6dnZZ0+ebCYStomJfDb7eG4uOj9fKV5Bl+nZ2d10WplFHM9lm5h49uQJ7uL9bgtshSzlx+ILQTCZze/cuXOkRcTucn0hCDgBI1+W8t4CwJvT08pdyNpkHgAwNjHxeTSKQmFsYmJVEExm88WhIYPX/s6dO29OT5vM5loyXhx5rpwsV+pjn5r6QhDopSXi8VP51ox/R3BwJ9sRS2/vEMetZzJD/f03JyeP9FNosfX1DXV3p4tFAHh3aGio+/QN4FeuOHt7LTw/znFDk5NGjYgtxRXuCsoFrodzDbmaPZ3mYJ++iL4Jbqjb9W690iG0Mt3dQxbLRC63DgAXL05zXNM2Xqn3U3w8N5e/e/eC1YqPWTTbwU8P7w3rs1gmr11bFYRT2eV/rPHxsfizR4+OdWClSwOAYZvt+p07H92+PTo+bjKbl588+cWNG8r9slhfhL7VbmXss1g+ePz447m5O1ev4vgmi+U7n8jsLN3FOz07eyrZP0bHx6Pz8+g+yMuyTfNwTxm22d68du0vr1593WYbNpDxV3lvAQBjHnH+eVm2u1wYOBmdn6cBgz91Oj++exd3946Oj4f8/muzswBwrGu/fufOX169ahsfr77poxKVzqWaaqU+07OzH/3yl3Sn9fS779b+rRn5jlTTO8GFtwhpQlxXrtQyQrZcrh7ZwAAAUjy2OafDIKnTN0e1I319x8sIeeocyt+A7KRSu+m0ctdfx1D90vCJfDedjs7Pf/D48cnWeHxgVTVW2tpaC8bH3EmlTBZLLRH7qos61uXU49qNn8tIC6L94mqf+ZEjqDq0eP6GSlz967/+5L33ahnh5//hP/zdv/pXpzUfLZIUX12NzswEj+7awjz68tGNy83ZzdEiSHF5Iy6fTWMDJZW6Z7FMNDEoEnTjIi8ODdUvKWZzqX5pdNnYSaWUeweOha4Bph4Lp/Exa/82VRd1rMtppPrUnstIC6L94mqf+ZEjdIA0F9bWxo/vnlASl2XnMaMpj0smkxwcbPIjWo1kcplmT6H5FLLlZk+h+ZTLJ0mPdLo0cytLy9JGW+MYjOaynsmcIKxBSVyWbSbTac1Hl0xmfXLyVl1PUW/2y/uYPuEsk1nPDY71Hd2voykW0yZTk583WD1MBoNxcpbW12u0NyTz+fE6BzdI0ko7br9UsiFv9J7rbfYsmk+vuavZU2gy5XLTtl9SvrM3eB2O5s6DwWC0HSlCrBxn6a1pPUsXi/XYRkEhJNXuogEZNDU5SWLT2UrmJ2+dubQNKkql1vBTvHz5stnTYDAY7cfS2lrtTooGGBsGBo7eTNTibOW3HBfP+tNdQS43N01kK9DdfQq5jGukLt9BKBRyOp384T8oPp/P6/XyBv7K+Hy+YLC9I5/rRCgU2jhcMcjlcjmdTlW78j5X+QgACCGBQEAQBABwOp1+v587iFCrfiCDAQBxSZqtbfdHQ4IbEleutNkWFS2kSM5sxifKfvYspntSIsvxrq5qNVwaQ13iG8LhsCRJqkZRFImxdHIffvhhHSbVCYTDYUKISwGu5cp2h8PhdrtDoZD2ENVHhBCn00kIEQSBSgf6HVU5kMEAgKgomnt6dItWGGclm633ZgpJWuH5Zm5aOxV6zvU0ewpNpiCXOGtzCnq1FJ1jb/D5fABQ3UiAKxOjRjiO093fr2y32+0jIyMej6f6R4FAgOd5qgaCwaDP5/P5fLSlypgMxuLy8v0bNaUTkEslALCcq6PluVCQe3qa/3xWI5IsseCGrUSe6QZZPp0czTWitjegVUCSJOUyTx9JlQYDURQBQJKkTz75hBCCfbQWBdpI7Q14oCiKKiUhiiJ+xGgMoVDI6/UqW/x+/9/8zd8YNAsxzjKLy8vjPH/cKlYqVrLZ8aqFs2tHklZ4vmJC1XZhQ95guqGQLfec+c0U0LxSnErUSh8tBxzHiaLIcZwgCPjQic+dbrdbkiR0gft8vpmZmUAgcPny5S+//BIAJEkKBoN2+/e12vDxFI91OByxWMzpdPp8PuwTiUTsdnskEsGegiC43e5AINCYK28FCCGhUGhhYQHdOqIo4v0HALvdrmu/UfYBhY0HdRsASJK0sLCwsLCgPIv2I0EQ/vCHP6hMFxzHnT9/XhRFbK8yJuMsIxcKUVF8XLPxKba35+rvP5UpVSKTWW/3jE/AgiIBACCznutvRv3ulqJYTDd7CgC6fgqv1+t2uwkhuKh7PB5qBsB1jq5bsVgMFzxdPwWKBl2nOFq8vV7vyMgIHNgeUKkQQv72b//2NC+x5fnqq6/wBSFkaWnp5cuXePMx5tHgIJIkxWIxQkgkEolEIsoDq3ykhVM8QeoeGJckAKgxip7R1jxcXp4aG6tx+2VclrPlcgOCG9o94xOwoEgAANhK5q+4zvpNKJezrWhvgIOVg+M4t9tNI+rRy0AI2dvboz1VVm4lPp/viy++UAX/UzCaj8bnh8Nht9tNz3vCS2lDOI5TmmcQQRBQjWk/gsp2CNouSZIqKFX3IxxcFEXlWQghX331Ff0KdA+Mb2wkt7YWl5fThJh7eiy9vaMDAwAwNjho7u21DQzUuJwwWpwUIUvr67UbGxa3t29equ9e/EJBBoDe3vaumCXJEm9hMh1IujhoY8kiW9XeoIIQ4na7eZ4fGRkxvqjb7Xav14veByP9mU9dBcdxkiTpSofq+P1+t9tNdViljziOm5qaCofDylNEIpEf//jH2pMqD3zXdaiMb4qQNCFpQtYzmez+PuoJK8cBwOjAwKu9vaODg1aOq9ERzmgdFpeXb05O1m5sAIB618BcXn7YGcENzNiQSeRYUGSpJLfCZgrQ1Q24hKN1OhQKRSIRjuPQ3XBkOD0hBJcr7B+LxTBKv/pRMzMzTqczGAxiRMXJrqRjQHfAxsaGalE3frjb7VZui6j0UTAYdDgcMzMz1Page1T1MYcqaIJEJiPv7yczGbRPoJgw9/RYOQ4tE8zT0Y5ERXFFku68/XaN4zTG2LC+vuTxPK7rWRoAKZIrXE1lyjuArUR+YLS+eT5an2x2xWRqiQxmOrohHA4vLCyIoujxeJxOpyRJPp+PBsrpesdHRkZ8Pp8gCGhjoO2hUIjneafTWX39s9vtHo+H53m73X6ClbJ9kSQpHA7DwR5IbMQ7LEkSRoyq+PDDD5X5LaamprRKKxgM8jyPaqzKR3a7PRwOY9ArKrZgMOh2u3WnWmVMXXBbv0ocxCUpWyisZzJpQqhlgpolmI+jxYmK4nws9qC2vZfQQGPD2NhUuzspAGArvzXYd9Y3U2QS+SvOs250yeXWu7tbolT1K6ok05g00G63E0KU+QFVjnAtR3Y4EtypcabiG1oEmvSp8adGN0cyk3lRKFCzBFMSLQgVDTUmegKAq7/73f3Ll+takwIA/vqvr3o8j9tdN2RymeXt5ZmRmWZPpMksXE/cePDGGU8y/eWXt63W2b6+5hdb0f8atOv3kZqgdjsBS2PcLJqiGBB0cyjNEnKhkNjaim9sCGtrSpvEUH+/9XBPRsOIS9JpiYbozs64xVJv0SCK0c4wNkhZiRkbCnIJAM64aACAYjHdCqIBtLrBbrezJ35GE7H09k7wvFIfoE0ivrER39iYj8Wy+/ujAwMYJzE6OMgiLutNIpO5+/TpqYgGAFjc3r5/+XLt41RneXnxxo379T5LAxB3xBuXa3UMtTtbifyg7awHNxSLqRYJigStbmAFpRithtYmkchkEltb65lMVBQTmYxtcJC6NphB4nRJZDL+SCTgdp+KaGiYsYHnxzmuJTzBtZDJZQZMA2wzxUZcZrohn0+2SFAk1KkeJoNRV2yDg8plTOnaYAaJU2RxeTkqiqclGuRSiRkbjoW4K45YRpo9i+azlcw7pi82exZNJpdb7+trlcynLaobaNFt3ZLcZxlMwcTzPLsnFK1rQ2mQwAgJzCHBYi0NggENtsHBxx7Pad2u+XR6iuOYscEghVJBkqW3h2vd8toBkHSRO/MZpvP55MWL082exXe0qG6gRbDC4TBbIylYzMLpdEYikSp7Jhm6BolkJqONtbQNDJzKw3THkCIEbTazLtcpOn3mNjcB4N2hui/nHWNsWCfrY1yrPF82kUwixzI3AEA+n2iRTZjQyDraqj7VDzlB9icjc2gp0GxwrEN8Ph/uVvV6vZiLqU5z6zB0Yy2Tmcz6QVoqc0+PbXDQ3NMzMTJyZrNbyoXCw+XlpfX1m5OT06eaRgVFw53h4VMcU5eOMTYAwBpZc1qbttGpdZBWsoNjZz29dC6XMJtbKPOpWjeIosjzPJbSptvzCCFY2kq52wITNkiS9Lvf/Q5tA4IgYAdtf2o/wD6SJKkOoaMBAM/zOA16LjTO0/koPxUEwel0qsZXnpS+pUUWWmHPCKbjPDKTphLlpaHgqD1nxpkFYy2dV75PwxeXJNy1QdNIYILLM6IkoqK4uLw8NTZ2io4JpGGiAQBWV6MzM51QUJcUSaFcYDswAWAtRmYCZ93enM8nWmczBdSpjra2fzgcphWZg8Gg6q3dbqej+f1+j8dDi24DQCAQsNvtmAUZ5YjP5/P7/fipy+V6+fKldkCPx4P1HbBGhjLrZTgc1s2m3EgikQgWHTVeR5tWJUVQ3jVswh2P1iZfRUlYeno6wLshFwrC+jpe4DjP379x49TlUSNFgyTFMY6lAeeqN6s7qyy3NABkErleSxcLbigWU61QBpNSlzra2v70I3xBn5KVSyMdTXc+AOB0OkOhkG6NDNX4oihKkoRKwuFwLCws4OGt48XY2NjweDy48Buso62sRIrs/PGP91IpZcur586Nmr73BVq7u+sdhtbBVFcScqGQ3d/HOAkAaCMxoZQLU2NjtyYn6zTtuc3NRD7/sa0RmWoIST19etft7gRjQ6FUkLLSjTfOetoGAFiLEZZeGgDy+eSlS7eaPYvvqVcdbd3+1ak0mrKsc6XC3CrC4bDSrwEAwWDQ6XSiU8Pv9zfXTyEIgsPhgGPW0e7v71f1NP3gB8ok/+liMVUsYvJ/fJstl/G1XC4n8/lRk8nS1YUtKC+ozrB0ddn6zroT8Ui0SoLmya4kJnSPajw0MhSlT13lArK4vZ3I5x+88Ub9TkEpFORw2D85eXNwsCWy6dXI8vYyb+Z7z7FdP7C+RDyPO+E7rYVSSS4W0+fOtVDy09Ovo32yutunjtvtVlkX0AIRDofdbndzq25imdDqfbR1tO12eywWo29FURy6cMF+ouJAiVxOLpcBIC7LqDOS+TwApItFALB2d8OBsICD+kNMWOiizUkFh8UEVvCiegIAUFJg2myoj6rAYqTxjY3s/j5WOac7UWedzgYYRaI7OzFCHrzxhuVc3XdsFQryo0e3HY5pu71VdqnVQqFUWCfrHtsRlYfPAlJcHhg1sfTShAgcN9XsWRzi9OtoH9mf1trWfXvkfJQf6S7/hBDcbkDtCjTc0u12t0I2CIfDgZYP3U8r1dHGDRS4CwPjTk4cFEkVQKWahFRYJPN5pbBI5PM2kwkOVMVYX5+5q4t5Q1ToigkEV3QsCpra20tubeG+UACwHv4tQHlBwWyYaUJSGgNempDs/j6+lgsFALD09tKKHo3PV7G4vd0w0QAAgjDP8+OdIRoAYHl7eYwbY8YGAFgTyBWX2sh6BiFEsFpnmz2LQ5x+HW2n06nbX1Vru1Lp7SPnAwA8z/t8PtW2CNWAWNUTgwdnZmY4jgsEAjzPS5Lk9/truGOngNvtxlt03Dra6G1xu92Yv6F+M6wuLFLFYrpYTBeL67lctlxOF4tyuZwtlazd3dbubnNXF7o/mIlCC33WV27lUIHmCmWP+nTNAAAgAElEQVQL1guNHzjpxgYHzRop0ArekLgs393cHLdYGiYanj6dAwCX690GnKsBkCJZJ+vv/dl7zZ5ISyCtyG/faUREbStTLKbKZblFyllR6lVHW7e/kT66YKjEkfPRNqoe61XbO5tIMBj0eDwnmAnuJm2FraRa5FIpkc8DgNZEQc0SqC2YfaLDSBWL86lUtlyetVobJhaXlxczmfWZmVYJdq6dp5tPB02D9otsczWI0Z1MIs90w/b2IgBcunSz2RM5hL5uaGJh5TMCISQQCLTO/o56g0qC6ol0sWg+d87S1YX+jgmLhRkn2hS5VHq4vb2SzU5fuDB9sXFFBEQxuroavXHjQQcUy0YyuUxEijBjAxL2bUzeujRoO+t/ExKJ6zwfaJ1MkQiro90cOI5zuVzNnkXjQH+HyuuB/g4MoVAaJ9DZgcETNpOpMRZvxgkQCJlPpaY4rmGOCWRtTegw0QAAQlpg1SiQglzaSuaZaCgWUwDQaqIBtPYGBqO5oLMD95Ri8ITW08HERNNJ5HLz6TQAfDA83GCvUyaTiET8bnegM3ZdImtkTdwRb1xmORsAAJYXtwsvSq53W269bDCt6aSAlq1rxTizWM6d0w3GjMtytlxez+US+TzmBmBhE00hVSxGd3aWCPlgeLjSfpz60ZGigRSJkBKYaEAKckmM7rC0DQBASIznWzGVGdMNjPYAlyjnYSca7heNy3KqWFSFTbA9HadLqlhcIiRGCAC4OO6TP/uzxs9BkuJPn951Omc7STQAQFgKO4ecXDdzEAMALD/cHpviWNqGlnVSAPNTtB24n4LVFq8CFRMAkMznVXtEWdjEsVDJhSmOa4pRp1CQl5cfStLK22/f6TDREEvFAMA1dIainapQkEuhdxKexzamG1rWSQFMN7QXWATL6XRi/gZWR9s4lcImAIAZJ7S0iFxA0MwwNjbVMXkaKJIsxdIxr61iwv6zRuxeCgBYZAO06k4KpA10g6poVpue4lTA5NP4P6aNavaM2h6VcQIA0sUiWiYw3zb6R86IfaKl5AJ0tJkBAAqlQigRcvNuVi8bYcYGSrGYkiS/zfZxsyeij/rrIYRgNUu6IROTKdFUzXBQ7hJrW3Mcx/O8Mp8STbWEB2KBK2zRZkfGT1XnUh6Cr/FYZTdsVOV0wtxQ1IBvcFa6p2hBlNOjX8SJU00zEDQwaOP7qJLAeMzF7W3q7+gYSZHI5dLffkuTfqJgmrBYAjzfChGm1Mzg9bboX88aiUiRyUuTTDRQWGQDZWcnynGt67pSf0NOpxNXUyyFwHGcz+ebmZkJBAJ+v9/j8fh8PmwXBMHtdjscDsz6TLNFuVwutGFgKmgAiEQiuH7zPB+JRGjFKY/Hg6kPPR6PIAg0ezQeglW8w+EwFqGQJCkYDNrtdp/Ph4MQQmiBKJ/Ph4uoMnH1kbOqdIpG3XzA5NmEELy3oijSbNN2u11l/6DVyRFMod2wqZ41dBNOIEpJkT7wemA8JijqgWEgBbRMNXOqEtLFYvrbb1EDjZpMuBul8TsjqkDNDB22b0LJ082nXDfHUkNSSKrIql8ipZJMyJLN9rjZE6mIWjfQxYkQEgqFcBmLxWJob8DiUrTK88zMTPVVdmRkxOPxeL3ekZGRWCzmdDodDsfCwgKeCAtUAgA24jKpPAQUvgN8IYpiJBJBOwc9iyAIgiDgzNF6Ub14VfVTNBJBELBSl8PhQAGxtLT08uVLvAqXy6U0qGgrkn/99fNHj25rhx0YGFW+7e19dXDwUAsWRzy1yzhjHCkpACCZz6/ncgCAqgIA5HI5XSzaDlSFVl5oOTLegib2RjB6Q/kWC6ljiTLcZjLU3T1hsbSUSlDR8WYGAHi6+ZQUCdt4qWR5cXvy5iVmbACA7e2HHDfVUoWzVeh8SWi3J4TQhcrrPWHYDi7e+D8ugXS9D4fD6KSvcogWrIKtciWgIsHXHMdh2CB9cK8+q+aCkxRF8fz587RREASqzJSd+/vVpeFee+11p/O/U7YQkiIkrWzJZJKFwouNjTht2dpK0teFgkxImj7SUcHR3z/EcVZ8zfMTJ7m2Mwldj6svzFp5oYIu+UagEkR76hYxdRjkLJgZAGB5ezmTz9x4g4mG7yGpIqtihbS+sQFUuoEQ4na7eZ4fGRnRdfNzHIcLM4Yp1GjSpw4L4/T3928cVAWsRNtZ730+n/Y+YPCj8g7b7fZYLEbfqowuB0cNqQwJxld9SfpOWxCS3ttL7e2lAGBrK7m8vAgAmUyC46yY1renx4yqgloymAHjWBiUF2cHQlKrq9H19aXONjMAgLgjrpG1G2/cYJWylcTmU5M3LzV7Fi1B6xsbQKUbIpEIx3FoOa9U2xo7oCFd+yn6HYyAFbf9fj8ufpiToPohKGvsdrvf78fOGO3ocrncbjcOJYqiKIqqZdj4rAghDY6LRNGgvJloO9nY2AiHw6p2DDrheV4bYVo7BhVGoSBvbSXw9cZGfGMjvr+fRSNHJpPAx0SOs/b0mAFgZGQCAHp6LB38+MiohbU1YW0ttrWVtNunPZ7HnVRvQou4I67urjLRoGJNIPvZsn26cUXRWpa2MDaASjc4nU6fz4frFt1uoIQQIkkShgWcP38eDQYY8IjxhsYXXZ7nsWA3xvfNzMxU8iyMjIz4fD4a8BgMBjF8QZIkt9uNgZy49GJjMBikngiDs1KdwuAl1E4wGPzwww8//PDD8+fPUzMJ3nZJkiKRiLY/qgfM39CweSrp7bVQhaErNaiwyGSS6B9Bzwgh6Z4ec2+vhZor0BvCVMUZhBoYeH7c4Zg+C74wJhp0IamiMJ+6cf9ysyfSErSFsQF08zdU2d0XDAb39vZwxZIkyefzORwO6qQ/2eMv3SFZBe3gukdpuxmfVbvsacR8ka28X/RI0CGC3hA4UBUqWwX1gJyFFeVMIYrRjY04IekrV1x2+7XONjBQmGioxKPbX9qnL15xtutfs1OkVJITiXdstsdtqRuqEAwGV1dXQ6EQet99Pp/L5WrkAzqjs6FxnWioICSNThCVoQLdHwMDtjOy6nQASgOD3T59pixMuHvCzbuZaFARu5faz5ZZOCSysxMtFlNDQ22QFPXY+SJDoVA4HMbXXq+XpTpmNAal+6NQeIF6olCQ9/ezKCZwM8jg4Fhvr5nFabYIhYK8vi6srQmFguxwTI+NOc+U1CNFEpbCvJln5Se0ZBK5iF9i2SEpv/vd1cuX77dmYmkVbZBnmsE4kuq+D5QULJyiMWQyCUlaISQlSSs9PWaeH79yxXUG77kkS083n05emmTJnbRgSml3gB+0sYowAAA7O9F8PjE8fKfZEzEE0w2MDieTSezvy4VCNpNZhwrhFHDg+2CGihNQKMiStJLJrG9tJTOZBM+Pc5x1ZGTiLMemLG8vr5G1t19/m6WR1uXp3GaPuYvVr6K0kbEBmG5gnGWo74PmxaKqApNV0IgKdH8Ai9M8QGtU6O8f4vlxproKpYKQFgqlwtvDb7OABl3WBCJGd248YHsoviOVugcAbRHZgKh1QygU0iZp9vl8Xq+3FRIsMnA/hbJ8F6N+qNwfGKepDaqAA3MFdKLFQmuwISQ9MDDKjApa0Dcxxo2xgIZKkFTx0S+/vHH/MjfUNplM60oul5Akf1tso6CoA1LC4bB2TaIVIxnNJRQKLSwsYCLtYDDIglLrTfVFERdUOMh/BQA0BRYASNIKz4/ja+oNgZZUGLoxp1AhQMThmG6RabcUpEhiqdh+eZ/Vxa5CQS6F/ZJzdoiJBsrz53PDwx+0kWgArb0BczgemVCh9cGsEvVLjlT7+EZSZKrA7a/4v9PpxDIWjBZHWTSEOkRUCqOnx6wbOagUHEqo+NCirEWiRVmdBPSScbE4jxOwvL0s7ogsBLI6Bbn06PbvHdMXWGpIStt5KBD9DTBoDKfqQRRFLIRN3wKA3W7HEgmY8JE2YjdMo4QLG66OqqMIIXRMZRInPBAtHNiozamMn6rOpTyEGkgEQVB2w0bluXAadP1WXimdlcHxjwVWFq1SfEuL8lz0lrZFrqozjrJoiHGrvrZEGYKyoLo4gMOVyZQwWXC6SLIUS8cGTYMem4dFM1SBiQYtuVyiLbJKa9GxN8DB6k7VwCuvvEJrTvp8PnzkFQTB7XY7HA6sGYGfhkIh/NTpdM7MzAQCAb/f7/F4tEctLCxQw8Yrr3w/DafTiWthJBLBJZzn+UgkQotgeTweTJgYiUQEQeB5XnkItvt8PkzSzPM8pqDGFrfbjRUogsGgz+fDdVeZXlppbqGzMjL+ce+7Mo7E7XZj+ixRFKmSsNvtKmNGMBiMxWK01kbHWIYYjHakUCosby9LWclldfEWFmxUDSYadEkkrlutsxZL+0UI6dgbaDYnp9MZCoWU6SDxKZlWeZ6ZmcElE+UFdgiFQrj4xWIx7Kl71MLCQqU5jYyMeDwer9c7MjKCegV1Bp5IkiRcO7ERF1flIaBwH+ALURQjkYiygKQgCIIg4LTRdKGNBq00Je34J2BjYwNvbCgUQiMHzmRpaenly5c4JZfLpZQFtKw55ev9rx99+UjZksln9sv7PV09gyYdDyvXzfV09ShbBvsGe7t6lR24bpbwlcGoBimS5e1lSZbsF+1em7fZ02kDIn6JHzcz0aAklbpnNo+3o2gAXd1AF1e73X5k0WoK2icIIXR583pP+BtFq1LBgf2DTikcDisdKLqHaAmHw263W+lNoOYTHBwjDat4DaqPf1wEQXA4HABACFlYWFCFNwqCQDWWsr2/v181zms9rzkvG7U3SPKhYIhCuZDJZTK5DG3ZL++T4nfRr/iCagil4Ojv7qft7DGLcaagimHy0uTbw283ezrtwdO5Tc7azVI1KGlfDwVyvASfHMfhKosBB7iwYXlrnudHRkZ0Pf26R50Y6rAwTn9/f3UB1ODdIrFYDC8hEAh4vV7duWHwo/Je2e32WCxG3yrNJ0bQrvFXuCtGDiRFotQTe8W9veIeAGzlt5a3lwEgk89w3RzaLajC6D3XizYPZsNgdACSLK2RNaYYjsvTuU0AYBUoVLTjHgolOroBF1F0LoRCIdWnHMeFQiE0pGNLJBLBRgCoVONKexSFOuyN4PV60a+PS6aRLQkoa+x2u9/vx86CILhcLrfbjeOIoiiKokqLGJ8VBkwYvwQAcDgcNOgSLSgAMDMzg59i+8bGRjgcVt4urKCNl6yNFa0fxhd+qjDQmLEhbwDAVn4LP+o514PaYsA0gP1HLCMA0NPVw/atMVqWNbIm7ogAwBTDcWGiQZe29lAgOrohHA4vLCyIoujxeFQeAUKIJEno4z9//jw++judTp/Phz3pjoMjj+J53ufzHXczAs/zfr/fbrfjJo6ZmZlKzoWRkRGfz0djHnGePM9LkoQTwHhGbMH54PgGZ6Ua3/glAIDb7cY7hmIFLwEjNOFAN0iShKGXSvAq3G435m841kkbgFJhVDJmZHKZ/fI+AGTyamEBB54RFBbUYjFgGmCR6owGQ4pkdWd1nazzFn7y0iRzyR2LglyK+CXO2s1Eg4p291Ag+nmmMVJB+ygfDAb39vZwxcI62g6HA5e9KnsCKx1VyzZC5dbNSmjH1x6l7WN8VrXMPxgMejyeE2zgxC2yJ9v82RagsECLBSiiLjL5DJURwFQFoz4USgVxV1wjawDguOAY48bYT9dxwUKXkzcvsUBIFZgakucDfX3tXeZNP74BIxJ0P5IkSWmZVwZRVjmN7lG1mNmN7D/Ujq89StvH+Kxqmb/H4wkEAiewGXR8hmnqs9C1WFBXyIa8sSFv7Jf3aYyFrqpgj4kMg4g74oa8sZXfGuPGZvgZFpRzMtYEIsyn3v5gmJ9oV+d9nSiVZEnyDw9/0O6iAU5Q1yoUCoXDYXxNd2zW6ajOxojJhHEslKoC36LpYr+0r/SA4O5TFlfBIEWyRtYyucxWfou38PYLdvYjUQuxeylpJTsT4FkaaRWlkvz739++cGH64sXpZs/lFGD1MBlnBfSA4JYQ0ARs9nT1oLbAaE22DaSDQa2wTta5bm7ANHCFu8LkQo0U5NLTuc1eyznnrLXXcrxtemeBL7+8bbFMXLp0s9kTOR2YbmAwoFAqoIzI5DOFUgEOVIWUlXgzDxr3B1MVbYckS5l8RpIlUiS8hectPG/mWezCqZBJ5J7OPb/i4iZvXmr2XFqRzc05ABgevtPsiZwaTDcwGEegcn/QUE2qKmjWCmaraB3Q+7BX3NvKb5EiGTANDPYNXuGusK/mdGEBDdVJpe6Vy9lOEg2g1Q3KuglHEolEFhYWsJIC7o8wErvg8/m8Xu+pB/cda+btC+6n6PjoyDZCpSrgwFahTIeF5gqaapPtAakHpEgy+QzKhUw+w5t5rpsbsYywu10nSKoYm0/tZ8tvfzDMAhp02dmJ7u5G33jjQfumeNLl5HW0I5FIOBz2er0cx2HMo8vlMrKeKatknSJnoc5TKBRaWFjArNjBYJCFl7YFmOG7ys5S0OTCArYTpCqo1dCptJXfoqGvaFQYNA0yo0K9WV7cFqM7bLNlFTpVNMBx80wrWV1dxVqUAODz+Rq/ZmPeiBZMf1Q/aFlRzJvJdENbQBVApVxYtHQIbi4FRQ5v6gqBw1VCqLzobJ+IKpkHKRLyLaESAQBGLCMsqrHBSHE5Np/mx82exzYWAlmJXC6xvb14+fL9zhMNUEk3oDGc6gAs2IhJF3D3IOZjAMVmQiyXQFMaYJkrmp4IUyRhQmUVuj2xUSlEsHYlfsRxHGamwgkokyBpD+wYlFeKRp1aEk8xWgcqLKrYGGieTVDIC2UpMqXCAE3tU6ozoDUSeyuLnoDGxaPdOosRqa0w87NMQS4tP9yWVrKuWSuLZqgCIUIqNc/zge7uzqzmpaMbAoEALs8YsgCHzQkul+vly5dYhxoAqLwIh8N7e3u4jHk8Hsxp6PF4BEHA5M0zMzOBQMDv9yvPpdsTB4lEIna7HXMt0+dsQRDcbrfD4VhdXaUTwIzRdObKA9sCt9vtcrk8Hg/ec2zEqBFlN1qsHOF5fju1K5Vk3TF7LF2Dtr46TZjReJTr5ZEuDKXIUNYKgcNSgyJlJQBQyg5dqDOlErjq61IoF7byW8pT0I2vCCbVGLGMMAdNa4Lxj2NTnPfjtk9bVFfQPXH58v1OFQ2gqxtobKPT6QyFQrrFFzweD1ZxpGsblk4AAFEUJUnCRd3hcCwsLGCfWCyG9gZaX7tSz5GREY/H4/V6saQFVtiipaVnZmbsdjs10SsX15mZGeWBbUEoFEJzDgAQQpaWll6+fIkGGJfLpTSc0ALllG/z/3kjrtYNJF3cz5YrnU5ayXLWH3HWQ0FMA6MmVbeRww8T7NmivVA9lBssfKpCZRIwAitU1pGQVPHp3U0AuHH/Mot/rM7m5lw+n+jImAYlOrpBmTq6evlpXbDAo9ZTQOXCkT1pianjnvrEBzYLQsjCwoIqTEEQBCqSlO39/f2qw80Xf+j8dzVJ2oJc2krkD00pXdxLFZVyZCuZX17cBoCCXN5K5vlxM7b3mLuo/uh99dzggfjgrN3sj0sH0NmREwwjSHF5Nbqzlcw7Z4euONkPQzVKJTmdngcAm+3jZs+l7tQlqgULTp5WTyyW4XQ6MX6ikzz6gUDA6/XqijOO49CDQ1vsdnssFqNvMc6jxgn0Ws6dzJagFByFbDmznkOpsZ8tk3QRAApymaSLg7bvxAQ1aVBLxoDNxIKqGIzWRIrL+LQwefMSMzceCaaRNpvHh4bebfZcGoHOH26MN0TvQCgUUn6EPoXqYKi/3+/HVQ2TDdTYk+O4UCiE1nvdCbdvcUg0ugDAzMwMtqABZmNjIxwOK68XN1DgXRIEQRmF2nhUgqP6s4h0YL3YiMsoL6gzBUUG2i1U2oKFaDAYjYcphuOCVS4vXbrZGbUnjKCjG8Lh8MLCgiiKHo8H1zAarmhkeeZ53u/32+12nucJITMzMzTW72Q9CSGSJGHIwvnz59FEwXHcyMiIz+cTBMHr9eoGYbQ+aGvBq7bb7SjL8J5LkqQN7cQgErfbjfkbGj7fE0L/+lT5M5RJ5PblMii0xVYyD1WFBXOIMBiniBjdWY3uctYfMcVgHBQNw8MfWCwTzZ5L49DPM427HJVP/yfY8me83mP1nsFgcG9vD5dJSZJ8Pp/D4cC19gxuRMQtsgY1XCdBhUUmmS+8KMGBsMgk8py1u9fSReMtBsf6es1dzFzBYBihIJfWBbK8uM2PWyZvXmJa3Dg7O9Ht7UWeD3RAaexjoe9gxpACZcsJlmfjSRSO7InpIuiUlJGbx51Vu3NmM0xTEaD7JETjLTLJfGY9B0epCmarYDDWBCLFZWlFHpvi2F6JY1EqydvbD7PZFZvtcWdvndClPepahUIhTGUNim2iDIZxMMZCZauQVrK4PQQ9IHRXCDPSMjoYkiquRnfWlwg/buEnLGyjxHGR5fjm5l2OmzojUZBa2kM3MBj1g6SKJF3EXSFwELNZkMv72RJn7aaGChZUwWhrCnJJfLK7FiMA4Ji+MObk2Iam40LNDK+/fues+SaUMN3AYFRD11CRSeRxiykaKvqHujlrN4uoYLQmawJZi+1tJfNjU5xj+iITvieDmRkoTaijraVOlbU7FUy5rQxAwaoc2tAHbc9KZbi1PasMy0AwVJMaKlSSAm0VzPfBaAqZRE5ayWbWc1vJPD9uueLk2E/giWFmBhVqO1U4HDa4TmAdbcy+gLsb/H7/yRYYXJ9OcOBZIxQKra6uRiKRSCRCg0lxDyoW76BbUnV76pbh1u1JCHG73VjMrL+/v9JO2jMOtS5oPcQ0ThO3lZJ0cXlxm/k+GHWlIJeklSyGOg6MmgbH+iZvXWI2sBrJ5RLPn8+ZzeNnIRGkQdT2BkzEZGQrhLKMtfGjGJQqea4qgaWtHA5HLBbDu00ICYVC+F1g0S9UYNqecJCDEv/HoqaVeno8HkyPcVoXy1BixPfBDBUMg2QSubUYkVayAMCPmwfH+lio42mRSt0jZOmspWc4kubU0ab1F+inmPpJWWibmj1UQ3UGmI7zuAuzdt8pNfbAYSGi7VmpDLe2J6acIoQo81AxThGUArqCQBmkWcVQwXJUnGXQmoU/HlvJ/MCoaWTCwgIXTheshc1xU2dzp2V1Gl1H++rVq59//jk9BPNY48OuJEl0s+XS0tLCwoLH49EO1aAbU2cikQgNBDFYR7sKoiiGw2H0NVTpo3yLQq1ST47j0E+BurCNclO2O9zQdz4L3UdG6SBLtzKigqSLPeZzyhwVGKcJzFbRKaiEAmftHhg19Q91X3FxTDieOrIc395e7Ooyd3Yt7FpodB1tn89XaR1ClQAAPp+P4zhcR3WH6gA2NjZoIILBOtpVQE1QXVRpy3BXYnV1Fd0fHMcRQvr7+2dnr1ksrwBAd7eV/SI1keo6gKqKvVRxL1VU2SpA4wFhcRWtjBSXM8k8SRWlFbnHfG7QZuKYUKgzqBgA4NKlm8wxUYVG19GemZlxOp34FEsrWikJhULUmFFpqHZHEASHwwHHrKNdBZQgaJjBCAZtH20Z7kqMjIxQjwbHcVNTU7/97af/+l//sFhMq3rm8wkAMJkOBRibTKPKt93dQ93d1oPXTHbUkeqq4gQVQI4ck3EqSHEZPVNYThYjXVDVXXFyb98ZbvYEO59iMbW5eReYYjBGo+to48ImCEI4HHa73aoCm6IoBgKBSCRCVz7jJbnbiFgshhd1rDraR8Lz/B/+8AdRFHWVlvEy3CoXBiHk/PnJ4eGj1VupJKOSoOTzyWIxVSymAKBczlLlUSymy2VZKTiUaqOvb6yrywxMZ5wq1RN1w0FoBQBkknkqLLA0Ik2sCQptQb0hVcZkqNCVCOhgwvvJ6ss3mGIxtb29KMsrLPjROI2uo41v3W63NksEIcTj8WCFTCNDtS8Oh4PGkxqvo62LsqA2jlPpFhkvw41xr9iTltEycl3nzllUv3hGfg9VakOW47ncOhzWGdnsitk8jq+pwlBaMtgvfO3Q0AojZUupNwQU8oJWAwEAGmyBjCjG7OClUWnUAQAUB6Cpk8IkQitAFcOlSzeHh+80ezrtRKPraAuCEAgEcEHy+/3KA0OhEIZGYnTkzMwMlRFHluRuL9xutzLOw3gdbWWkKh5ut9vdbjfHcTzPYxou1A3anlChDLduT0z/hQYhDHSo391QqY3qCiCXS5TLMgAUi2lqycjnk+iVzOcT3d3Wri4LKOQFDtjVZWEJW2rHoHOdmi4AgO4NwbfoHEEyiXyv5ZC8oMYMitKqQWmMeYOKgO/eHuybRTAfOX2NoanAgkjagVwusbsbZYrhxDSnjrZyY2eNQ7UpwWDQ4/Gc1npsPLGj8TLclTJLtgVUXshyHFvy+SQAlMtysZhG/0h3t/XAG/Kd3cJksrENV81CKTUoVG18302xWlcCMxkgA6MmXM4pBblMtUuPuQtzZlQC977StyoRwzRB27GzEyVEAACOc168ON3s6bQrrD5FcyCEBAKBzgvdaBeocwTtFvBdyEUWAPL5hEpYMIsFg9HWFIupnZ0oIUsWy/iFC9PsF7lGmG5oGp1nROkkisUURlfk88lS6QUcWCyKxfS5c2alK4SaK1iMBYPRaqCBoVyWL1yY5jgnMyieCkw3MBgnAT0g5XIWozjRXFEuy6VS9sDr8b2qYLYKBqORMANDXWG6gcE4fVBVUCeIylbR1WVGbYE7TpmqYDBOhVJJJkSQ5Xg+n7x4cfrChWvMwFAPmG5oJzBWEUMaWYXr9kVXVajiKs6dexUtFixak8GoTrGYImQpl1vP55McN8VxLibE64paN+AGPIOrEW78w0oKuJ2P5qhm1AO8yZjpAbM7sMjKDoMGbFI/CObIYu4PBkNFLpfIZlcIiQEAx7nM5nH269AY1PkbwuGwwafYSCQSDocxKRNmIPD7/ezxt95giS8AOEEKcEbrQ7NZ6MrwCgAAAAPtSURBVEZZ4v5SmrtC5f5QbQBhhgpGR5LLJQiJEbJkMo329Y3xfIBllW0wJ89Wtrq6yvM87ghQFsxkMBh1osrjFDVU5PNJWY6Xy1maCwvdH2z3B6N9KZXkbHZFluOyvGIyjVosE6y8dRPR1w3oR6c6QJmmCXcPSpKE6ajpZkKsd0BzQ2EmIppfCNNGVU+EzGAwTowRQwXu/kBDxfb2IovTZLQyxWJKllfy+QQKYrN53GKZYOkdWwEd3RAIBOx2uyiKygzE1JzgcrlevnxJS1ZSeREOh/f29lA3eDweTEro8XgEQcA01TMzM4FAwO/36xbmPptgSQ5MoY11w2kibRa7wDhFqA7gOB2jII3TxD2lNE4TQyhU7g9WbIxRPzBkASMcu7utJtMoxzmt1llmWmgpdHQDjW10Op2hUEh3mfd4POhfp2sb1j4AAFEUseIlADgcjoWFBewTi8XQ3sCghEIhnueDweArr7yCAmJpaenly5doqnG5XMz1w2gAVXwWKvcHaHZ/MFsFo0ZkOY47J4vFNIYsXLw4zfxorYyObqCVC+x2+wmC77DAo3bB83q9J5hfZ7OxsUHvNq01KggCCqzjFgRhME6d6u4PZbpupa0CU21qN4AAi9Y882AmVlmOF4vpb79Nl0pZi2XcZLKxzZNtRF2quLrdbmZjN0KVEtUcxxkvYM1gNAVt5XQVqrgKbbQmHAgLmq+C+UE6CaoScEdxsZhG70N395DFMsGMCm2Kjm7AgEdCSCQSCYVCyo/oM3EVvF6v0+nE/ZkAgDUVT2m2nYZSFmBtcTioo72xsYEZGpo2OQajZqrHVcDhdN1KP4jWYgEHrhBg2qJVQZmIJV3y+SSqQ5Np9Ny5V5lK6CR0dEM4HF5YWBBF0ePx4BqGgY1Gii9jZ7/fb7fbeZ7HiD8a68dQgeGQPp9vampKpRskSYpEIs2eIINRX+haUklY0JLo+XwSXSH45AqHq6IDkxeNAp1TtDKLKt6FqoRLl24xh1Snop9nmhCCaYxpC26kPNbQrN6jEQghxv0RqMDQB6R8zWCccdBWAYr6pVReAEA2u2I2j9POVGHA4bgN9kCM0GKwVBxQL4MywxhLWnpm0Y9v4DhOZVo4gcGciQYjKJNeMBiMk0GX/CPXfqow4CCSH19jTgsAQEu7UmfAYamhe6JWtm3Q8FUKvepK6opuvmV1Uhha6hIXyagfoihi0MkJLEAMBuO4Bgbtoot5vpX6A231KrLZFQD40Y+sGKVRCbpCGwHLtVfpgKJH96R0xyzCvDmME8N0Qzvhcrnoa0zw0MTJMBhngSP3jJwYpfI4MWzVZzQeVkebwWAwGAyGUf5/A2EVT3vU6QUAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "STATEMENTID\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "TRANSACTIONID\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ROWSAFFECTED\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "RESULTSETID\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "TOPOLOGYINFORMATION\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "TABLELOCATION\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "READLOBREQUEST\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "READLOBREPLY\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ABAPISTREAM\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ABAPOSTREAM\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "COMMANDINFO\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "WRITELOBREQUEST\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "CLIENTCONTEXT\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "PARAMETERS\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "AUTHENTICATION\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "SESSIONCONTEXT\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "CLIENTID\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "PROFILE\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "STATEMENTCONTEXT\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "PARTITIONINFORMATION\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "OUTPUTPARAMETERS\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "CONNECTOPTIONS\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "COMMITOPTIONS\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "FETCHOPTIONS\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "FETCHSIZE\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "PARAMETERMETADATA\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "RESULTSETMETADATA\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "FINDLOBREQUEST\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "FINDLOBREPLY\n" ] }, { "data": { "image/png": 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w+Mh72zhwn9KRfWr86Wo0lc7ePjNsDk+Tyc8OdQMArMVi1AYrieLH8/Nv374tOJ1biUSln6IBi2VsYgJ/R7YSiafJpOB0GjZWmkPLR2j5BBp0CVXa2SUYMvXWWzT+IHr3riSKAHDJapWWl+k6ov4dOXWONdvaR6g+rDZ/w4e3btknJn5y7x4APHn0KP9inpbPRfHJo0e5bPad27dp45ooXrJaHU4nAOyl03feeWdmbs7waWNNFEfHxtTmGk2L4fjY7WkioW6v8cBaLg3tSK/Y7fjRp/fvf3jr1k/u3UMVqZ+zIQ/n558mEm/cvGkym/PZ7FZbmmc/ffBA7y078t42DvzJqf4bVftPV6P59MED++SkfrbtM8PmIDidWxsbt99885LVupdOC9PTeLFbiUTI739lbCy6sAAA+JG1wp+wmbm5D2/dSsTjeUXxBAJVGivR8hFaPoEGXUJn3YSWX8LM3Fx0YeH2m2+azGaTxfKjmzcBYNRuf+PGjTvvvKP5HdEjieJn0Sg+2W8lkz+cmRGcTsPG414CDvI0kYguLJiWlv763r1TvAnnnj9/fu7cOYxvwN/8Krs+5t9++42bNz+en//5P/wDbfz5rVujY2N0QcJnDnWHSj31LYbj026fPnjws1/8Av9w13ggpcqlRe/e3U2nvcGguoWuo/o568FL/tknnxyZ3KO1eB0OfSDLkfdWQ43ROrXw81u33rhxo7pAqf2nq6FTBQCvw/GTjz7Sz/bEM9RP797c3P/5t3/btnGRtx48WJXl/9Zmw7fp//yfrd/7XvVD9p49S+/tfXT9+iTPA4BDkswAPP00kbhk10YdahplgCzAmiAAQCx291e/emB6Zeo7fzSAn6Z+tz3y6pBmBMPGShw5wn/9Jpd/uvJnf3bd5XpXVuQHv33wXbj0XXjp256J343YX9UebtRYcQKtHqFST3X71/Dsa9i7/tp13sLH7qZ+9eD/M03BdwYOe24nRoa036NhY8U51DdCpZ51jqBpLEhQ3oP/fU0AAElyFOESAaH6sP9vYvu/sdf6o1gn9Z/LcAR1Yw/kBmHlT/7k+gv2BpPZvJdObyUSo7pfZjiM0hSczujCwpNotJKAemVsLH+ibLJHjv+j69d/ubSktyjUMrEql/bk0aOfvKjFXp+Z+Zu/+IuZubkadcAv79//0c2blTpvJRJ5RVE/WOM0sB3XoUQ8brJY6NyO7JBTFNw0/4rdTs+rP4q2w+HWoEpUurd0/niirUQil83ifNABdslqxQngvh3N60rXrjfm44BH3nD1T5d6qMGREc25NFOlE9PMR32NAEDvW6WeR0JnqP+O1BPOZ7P66XUEf8j/2N+/92IuyFrIAvxH+sZuN0hJY9ioIv90hb6+APD7zf+k6WDYWIkTjPA17H0Ne9/2tIMmkWKlxooTaPUIlXpWHyG/ouoJ9t/r7pZhY8U51DdCpZ51jlD98F7YuwyfVh/2sh0Aar4L9VH/uQxHMGx8QTcMjoz86Pr1O++884Pp6dHxcU12zCfRqOByAYAwPb0Rj1fSDb9cWpp6661KM9tKJtVe9r10enRsrMbxf3Tz5t+8+SbGaavba5lYpUvDZDWaNXVwZASz2dRoq3+aTM5UiISP3r27lUyOjo0lVld/ODODc4suLOBVS8vLl6xWk9k8aLVKy8vC9DQ+fR7ZAX0uABDy+6mdQ33UK2NjaEF5OD+PQTq/vH+/yiVUurcP5+fxO/r4zp2ffPSRFIvhLt69dHpmbu6zaHRwZOSNGzfQ14OObZzezz75pNK1O5zOXy4t0dhjPAuo1uwqqH+61EM9iUY159JMdcBiMZwPfkd4b3PZbCIen3n33Uo9a4HOUP8dqSe8m0ppplf7KVrFnNNJK01Q8sXi/xqNFr755i/+9E9d3/++4YH2oW+fVz567TX9p3vffPO//Zf/AgD/4+XLPzCbq0zA4Zix2U7iPpOkX6yvx/74j1+emfnbExwOABxnBYAh09D1166fbIQ6+eLZF7/+p18DwL/i/1VvT29L5jBkGgIAx8ygbbI1P67//v/KPP3H3Ct/OvDf/0/DLZkA5bXXPmrJecvlvCz/LwDwz/7Zv37ppamWzKG316qNb8AUV4l4/Ek0+un9+7iTBD/CDdlw+Di+m0r9IR5qeXkrmYRDpyb6eI5LlfGRAYvl9bfe0j8WH3ngkZemp5Z0GUeSiMcTq6u3P/4YAHKKcuedd8YmJnBumHIcJ4zW79HxcXW4WfUOOCYA5LLZJ48e0TVYfRQAbCUSydXV9x8+HLBYcory+fJypaka3tutRGIvnUbH2Oj4+JNolBrV8cX45ORaLAYAydXVsYmJjXgcnXNjExNPE4lK174Rj6PDaE0U4VA0VAlMqfLThUMl4vHPolHNuTRTrfRdbCUS0vIy3qIjv7VjzdDwO6LXTjktN0oTwJqWGu7GYoVvvgGAzLNn6IyowqSRPJrf2sIX+6WSYQcKx41w3LHjywoFZXPTDwC///2XfX2W4eFajed6+s/385YjrrFBPN56jC/ypbydO/kl1A830suNtEC4kFTx6T/mAODpP+aG7KZ+SyuLK1ksrdlUmUp9+9T99df/1Ko5gD4uEgDsk5OYHfPh/Pwv79/Hx1YME6X7r0xms7S8TJcr+hx8JBrHOf61PXJ8Cn0spi01Hljp0l6x2wFALzWSq6uVBtGDsZD6dkwUiq8xPJXODXUJnhSfs00vPmkd2QEN6XlFUWflUx8FAFIsJkxP44p45BOtwb2NxfbS6Z/fqlgxVnA6Q35/TlE24vE3bt4M+f0AsLWxMT45WeXaf6h6fI8uLDxNJn/2i19UmViVny4cqsq5KJX6qG9R9Z4nmKH+O/phd8VLpgh58KtfTbz66tP9/ZOVykwVi4/29sb6+//pm29EQm6Pjp76JFdW7gPAyy+Pfvnl1vp6rB7d0CqkXYl8TV767kuFUmFT2RQGj3CrdyUrSzt95p6Bi+e/3CpKj/amblxu9YyaTamk7O09+qM/GvzOdwa++mq5VFLOn2+N4ada/gaH00l3cG7E48L0NK679snJ199664nq4bh+ahyfPhYf90AN9NJwYcBDEvH4os8HAJIoXrJaa99Q8AOn87MaTqpPy3Uycory81u3PotGt5LJI9OP52qONdHfWwAQpqf/+t49+k9/1A+mp5Orq8nV1VG7fWxiIhGPS8vLY4frLqXStWNy4o/v3KlxkrVQy32mfUwvvVT9Fp3sWzvWd9TR/D8+39jw8L/54Q+v/9mfJTKZ4x6eLZV+8b3vTVgs/8err7516VKqWDz1GQ4Pj7/33idffrn13nu/6O9/6dTHbwJ95/ve+957L/e+/G/t/5br5Vo9ndYwbDe998n3XvqT7773i+8VnpVaPZ0WUC4rPB/45//8f75w4YevvPJ+C2t5v6AbNFuuMWILAHKK8rkoop0f//3o5s29dPq0dvkfa/wf3bz5uSjiql/7gZUuDQBm5uaePHq0lUjYJyfz2ezD+fnowkKleAVDZubm9tJpdRZxPJd9cvLJo0e4i/fbLbAVspQfi89F0WQ2v3P79pEWEcHl+lwUcQK1fFnqewsAr8/MqHch65N5AMD45ORn0SgKhfHJyTVRNJnNgyMjNV77O7dvvz4zYzKb68l4ceS5copSqY8wPf25KNJLS8Tjp/Kt1f4dweGd7ERGOM7S358mxD409K7LZejIqI59YGCktzddLALAuyMjI72nbwC/etXZ32/h+QmOG5maqtWI2FZc5a6iXOD6ONeIq9XTaQ3CzCD6JriRXte7jUqH0M709o5YLJO53AYADA7OcFzLNl5p91N8PD+fv3PnktWKj1k028EPXtwbNmCxTL311poonsou/2ONj4/Fnz54cKwDK10aAIza7W/fvv3hrVtjExMms3nl0aMfXb+u3i+L9UXoW/1WxgGL5f2HDz+en8dN7XlFMVks3/pE5uboLt6ZublTyf4xNjERXVhA90FeUey6h3vKqN3++ltv/c2bb75it9P40yqo7y0AYMwjzj+vKILLhYGT0YUFGjD4A6fz4zt3cHfv2MREyO/HggXHuva3b9/+mzfftE9MVN/0UYlK59JMtVKfmbm5D3/8Y7rTeubdd+v/1mr5jjTTO8GFtwnJ7e0TKAY12XK5emQDAwBIkbR6Ci2GpE7fHNWJDAwcLyPkqfNC/gZkN5XaS6fVu/66huqXhk/ke+l0dGHh/YcPT7bG4wOrprHS1tZ6qH3M3VTKZLHUE7GvuahjXU4jrr32c9XSgui/uPpnfuQImg5tnr/BkLgsi+vrt69dq2eQP/8P/+Ef/sW/OK0p6ZHl+NpadHY2eHTXNubBFw+uX2nNbo42QY4rm3HlbBobKKnUXYtlsoVBkWAYFzk4MtK4pJitpfql0WUDM/CfLNDd0ADTiIWz9jHr/zY1F3Wsy2mm+tSfq5YWRP/F1T/zI0foAmke39ys09gQVxQn11iffSaTHB5u8SNanWRyx44d6T4K2XKrp9B6yuWTpEc6XVq5laVt6aCtcQxGa1mV5ZtTde0jjyuK3WQ6rfkYkslsTE3dbOgpGs1B+QDTJ5xlMhu54fGBo/t1NcVi2mRq8fMGq4fJYDBOSIoQALD099czSDKfn2hwcIMsr3bi9ks1m8pm//m67nN30G/uafUUWky53LLtl5Rv7Q1eh6O182AwGB3H0srKTN1/OtLFYiO2UVAISXW6aECGTS1OkthytpP5qZtnLm2DhlKpPfwUz58/b/U0GAxGh5EiZFWW64yIjCtKE4wNQ0NHbyZqc7bz247Bs/50V1DKrU0T2Q709p5CLuM6ach3EAqFnE4n/2LSWZ/P5/V6+aMy0WLPYLCzI58bRCgU2nyxkhDe0lAoxPM8xuFjH/Wtpp9qDp+dnRUEQT04HUQDISQQCIiiCABOp9Pv93OHgWyaMTXnrfEjAHC5XOr564/STy8UCnEc53a71ePIshyJRHw+n/EdZJweSysrN+qLbIAmBTckrl7tpC0qhpAiObMZnygH2bOY7kmNosR7eqrVcGkODYlvCIfDsi7prCRJhNS0//iDDz5owKS6gXA4TAhxqcD1OxwOx2Ix2icUCgVU5dLpp+rDbTabx+NRr6/qQdQQQpxOJyFEFEUqHehXqRkT1Yn+I4fD4Xa7DT9CqKTQDCgIAh6lnx7P87OzszglikZGMBoEGhtmhHoTHq9ms43eTCHLqzzfyk1rp0Lf+b5WT6HFFJQSZ21NQa+2onvsDbj8VDcSaP6+M04Gx3FH7u/3eDwffPCB3+/XW3fUh7vdblzmPR5PldECgQCaNPBtMBj0+Xw+n4+2qMd0Op2oSPQfCYJQ6aMqk+Q4zuPxGM7Q6XT+9Kc/9Xg8kiShfvL5fBzHMWNDEzgVY4NSKgGA5XwDLc+FgtLX1/rnszqRFZkFN2wn8kw3KMrp5GiuE629Aa0Csiyrl3n6rKk2GEiSBACyLH/yySeEEOyjtyjQRmpvwAMlSdIoCUmS8CNG/fz0pz9VmxwM4TjO6/Ue2S0UCnm9XnWL3+//u7/7O0PrkSzLr7766nFnWwVBEL766qtKnwaDQY7j8BIkSQqFQpFI5BTPzjDkFI0NE1ULZ9ePLK/yfMWEqp3CprLJdEMhW+4785spoHWlONVolT4+q3Ech89woijiwx8+/7ndblmW6bPd7OxsIBC4cuXKF198AQCyLAeDQbXLHB8T8ViHwxGLxZxOp8/nwz6RSEQQBPxD7/F4RFF0u91HLmPdBCEkFAotLi6iW0eSJPqsLAiCof0G9Rm+5jhOqPC3G40NhiYHNW632+v1EkK4CrZiURS/+uorjWGA47gLFy5IkoTtdNqVFCcAyLK8uLi4uLhIP1JfLFQ2VgUCgb/6q7+qcgmhUMjhcLhcLjSBVLoQxmmhFAr+cHjuNJJaxvb3XRcv1j9OFTKZjU7P+AQsKBIAADIbuYutqN/dVhSL6VZPAcDQT+H1et1uNyEEF3W0A+NHuM7RP/exWAwXPEM/BYoGas1Wg/Zqr9drs9ng0PaASoUQ8vd///eneYltz+9+9zt8QQhZXl5+/vw53nwaKqhGFEUaOyIIQiXdgOb9QCBgeP/V3QCAKoDaqbI8y7JMxYosy7FYjBASiUQikUiNZ4lEItSa5Xa7/X5/lc6CIPz0pz91uVx/+Zd/yYIbmsD848euq1edV6/WOU5cUbLlchOCGzo94xOwoEgAANhO5q+6zvpNKJez7WhvgMMlASPVaWQ7ehkIIfv7+7Snxnytxufzff7555qYeQquK+pQOLfbTc97wkvpQAwNBlQZGGoCt9td42YTanKo0geX5yrLOc5BkiT1ZAghv/vd7+g3pTaNoASRJAm/XPqRLMuaUNlKBhU4zjUiwWDwgw8+qPLTyDgt7sZilv7++iMbAGBpZ+fG5cbuxS8UFADo7+/silmyIvOWo7ehdT0kXRy2s2SRbWFvOHo/BYbTLy4u0uizWhAEYXFxsXrAneYsNfY8I3Acp9+TctwR0ORQpU84HK7uBeA4bnp6OhwOqxsjkcirr75qKGvQBKIPMvD7/T6fj33LHU1UkupP2IDEFQUAGl0Dc2XlfncENzBjQyaRY0GRpZLSDpspwFA34B93tC27XK5IJMJxnNo9UQW6MGCUPsdxtTw4zs7ORiIRPJZtu3A6nR6Px+l0albrE+D3+yORSCX9EQwGQ6FQdYMEHD7NU18VxiVU+lpDoZAkSXp/gdPpdLvdbKdD5xKX5aWVlXvXT6ceY3OMDRsby93hpODNZ93esJ3ID401Ns9H+5PNrppMbZHBzEA3hMNhzNqE+/ScTqcoivii0n4Hm80WCoX0D5qYSODIXRKCIHg8HszqY5hCoFuRZRnFgXoZxlsdiURmZ2frHB9NDjR+AgAwyAC/383NTepQQD744INzKrBREAT8kXC73R6PB50IamWgHjMWi4miaBiMGQwGI5EI1YWac9US+mA4PQ13YzH8F5flFDNvnBJ3Y7GFWCzgdtdZigJpmrFhfHy6050UALCd3x4eOOubKTKJvG2y47/KOsnlNnp726JU9TlNkmnMBigIAiFE/ddf4+HWc2SHI8GdGmcqvqGzoEmfWj2RaiiFQmJ7O5nJPCsUktvbiUzGPjxs5ThzX9+kzWbluBH2A3YclELBH4lYOW7O6TwV0QAAb/7mNx9dudLQmhQA8O/+3Zsez8NO1w2ZXGZlZ2XWVu8jRKez+Hbi+r3XzniS6S++uGW1zg0MtL7YivHXoF+/j9QEdYoGUIVJMtqTNlcMiKW/f5LnJ1/8WYrLcpqQ+OZmcns7TYiV41BJjA8PWznOPnzWH+YqEZflO48f35iaqj9VAyW6uzthsTRaNEhStDuMDXJWZsaGglICgDMuGgCgWEy3g2gAvW4QBIE98TO6jEmdJEUlsZHJRCUpTYi5rw/FBFMSiFIo3F9ZWZXlgNt9undjaWfnoytXTnFAQ1ZWlq5f/6jRZ2kC0q50/crpxJR0LtuJ/LD9rAc3FIupNgmKBL1uYAWlGGcBpiQqgYpheWNjenz83vXrp+WbQJpmbOD5CY5rC09wPWRymSHTENtMsRlXmG7I55NtEhQJDaqHyWB0HHolkchkUEnE1tfThGQPDqwcNzY0NHLxopXj7ENDp7umtpwUIUsrK6uyPD0+/tDjOfWrU0olZmw4FtKeZLPYWj2L1rOdzDtmBls9ixaTy20MDLRL5tM21Q206LZhSe6zDCZQ4nme3ZNGYx8etg8PqxMjJjIZ5eAgvrmZyGSWVla6I1RCKRRWZTkuy6uyfGNq6lTSMxiykE5PcxwzNtRIoVSQFfnaaKO+jg6CpIvcmc8wnc8nBwdnWj2Lb2lT3UCLYIXDYbZGUrCYBe7S1GyGZDQBlAVqywRu3zA0SwDA+PCwub+/PS0TKUKW19fROzM9Pj7J841TDAAwv7UFAO+ONHw57xpjwwbZGOfa5fmyhWQSOZa5AQDy+USbbMKEZtbR1vSpfsgJsj/VMoe2Ql3HoUZ8Ph/uVvV6vZhQoUFzY9QIbt/QNKrFRPbgYGllBbeDAoBaT1j6+pppn0gRkiYEd6gub2xYOW6S59+/dq0JG1NRNNweHW30ibrG2AAA62Tdae2AHUyNRl7NDo+f9fTSuVzCbG6jzKda3YCJgLCwId13RwjB3E3q3RaYsEGW5d/85jc01SN20Pen9gPsI8uy5hA6GgDwPI/ToOdC4zydj/pTzEmlGV99UvqWlkhohz0jmI7zWPkT1ZeGgqP+nBmMRmAoJuDQzYF6AgCS29vYiOoB/R0A8FJ//9ihnjiBtogfpgfNFgooXNKE4FnGhoZe6u+ftNluTk01zQTSNNEAAGtr0dnZbiioS4qkUC6wHZgAsB4js4Gzbm/O5xPts5kCGlRHW98/HA7TesrBYFDzVhAEOprf7/d4PLToNgAEAgFBEDC9McoRn8/n9/vxU5fL9fz5c/2AHo9HlmV8gZWifD4fHhIOh6tXiWwCkUgEi47WXkdbk3YT5V3TJsyonyoKAE0UcLjYxw8LwqG2wA70NWXs0AOyKssTKqWCVg0AwBBOQxHTHJopGmQ5znHW7jA2rO2uXeXqrTjaBWQSuX5LDwtuKBZT7VAGk9KQOtr6/vQjfEGfktVLIx3NcD4A4HQ6seyFvo9mfEmSZFlGJeFwOBYXF/Hw9vFibG5uejweXPhrrKOtrkSK7H7zzd1USt3y0vnzY6Y/+AKtvb2NDkNjnApqE0X9JarbhPmtrUQ+/7G9GZlqCEk9fnzH7e4GY0OhVJCz8vXXznraBgBYj5GrzrO+DRUA8vnk5cs3Wz2LP9CoOtqG/atTaTR1veZKhbk1hMNhtV8DAILBIC204ff7W+unEEXR4XDAMetoX7x4UdPT9J3vqJP8p4vFVLGIyf/xbbZcxtdKuZzM58dMJktPD7agvKA6w9LTYx84605EximytLOTyOfvvfZaE85VKCjhsH9q6sbwcFtk06uTlZ0V3sz3n2+7WNrms7FMPA+74Tuth1JJKRbT58+3UfLTo+MiCSFut5vneZvNVstye9z+DQLLL6lb0AIRDofdbndrq27GYrEjLR9YR1stHQRBUBf9kiRp5NIl4UTFgRK5nFIuA0BcUVBnJPN5AEgXiwBg7e2FQ2EBh/WHmLBg1E50dzdGyL3XXrOcb/iOrUJBefDglsMxIwjtskutHgqlwgbZ8NgNrKpnDTmuDI2ZWHppQkSOm271LF4AebNiAAAgAElEQVTA4CtR19EOhUK0jjYAGPoINMce2Z8QotYTmrdHzkf9keHyTwjB7QbUrkDDLbHCZ8t3dTocDrR8GH6K7Zubm+FwWK0bcAMF7sLAuJMTB0VSBVCpJiEVFsl8Xi0sEvm83WSCQ1UxPjBg7ulh3hCGmqWdnaaJBgAQxQWen+gO0QAAKzsr49w4MzYAwLpIrrq0RtYzCCGi1TrX6lm8gMEvdjgcXlxclCTJ4/E4nU51RCEhxHC1s9lsPp9PFEVcsA37q/t4PB7N2ypT1MwHAHie9/l8mm0RmgGxqicGD87OznIcFwgEeJ6XZdnv99dxx04Bt9uNt0hdR5tGjeA1yrKsKUoOh94Wt9uN+RsaN8PqwiJVLKaLxXSxuJHLZcvldLGolMvZUsna22vt7TX39KD7g5kozhpxRbmztTVhsTRNNDx+PA8ALte7TThXEyBFskE23vv+e62eSFsgryrXbjcjoradKRZT5bLSJuWsKI2qo23Yv5Y+hmCoxJHz0TdqHus12ztbSDAY9Hg8J5gJ7iZth62kepRSKZHPA4DeREHNEqgtmH2iy0gViwupVLZcnrNamyYWV1aWMpmN2dl2CXaun8dbj4dNw8Ig21wNUnQ3k8gz3bCzswQAly/faPVEXsBYN3RExeSOhhASCATaZ39Ho0ElQfVEulg0nz9v6elBf8ekxcKMEx2KUird39lZzWZnLl2aGWxeEQFJiq6tRa9fv9cFxbKRTC4TkSPM2ICEfZtTNy8P28/634RE4m2eD7RPpkiE1dFuDRzHuVyuVs+ieaC/Q+P1QH8HhlCojRPo7MDgCbvJ1ByLN+MEiIQspFLTHNc0xwSyvi52mWgAADEtsmoUSEEpbSfzTDQUiykAaDfRAHp7A4PRWtDZgXtKMXhC7+lgYqLlJHK5hXQaAN4fHW2y1ymTSUQifrc70B27LpF1si7tStevsJwNAAArSzuFZyXXu223XjaZ9nRSQNvWtWKcWSznzxsGY8YVJVsub+RyiXwecwOwsImWkCoWo7u7y4S8PzpaaT9O4+hK0UCKREyJTDQgBaUkRXdZ2gYAICTG8+2YyozpBkZngEuU80UnGu4XjStKqljUhE2wPR2nS6pYXCYkRggAuDjuk+9/v/lzkOX448d3nM65bhINABCWw84RJ9fLHMQAACv3d8anOZa2oW2dFMD8FB0H7qdgtcWrQMUEACTzec0eURY2cSw0cmGa41pi1CkUlJWV+7K8eu3a7S4TDbFUDABcI2co2qkKBaUUeifheWhnuqFtnRTAdENngUWwnE4n5m9gdbRrp1LYBAAw44SeNpELCJoZxsenuyZPA0VW5Fg65rVXTNh/1ojdTQEAi2yAdt1JgXSAbtAUzerQU5wKmHwa/8e0Ua2eUcejMU4AQLpYRMsE5ttG/8gZsU+0lVyArjYzAEChVAglQm7ezeplI8zYQCkWU7Lst9s/bvVEjNF+PYQQrGZJN2RiMiWaqhkOy11ibWuO43ieV+dToqmW8EAscIUt+uzI+KnmXOpD8DUeq+6GjZqcTpgbihrwa5yV4SnaEPX06Bdx4lTTDAQNDPr4PqokMB5zaWeH+ju6RlIkcrn011/TpJ8omCYtlgDPt0OEKTUzeL1t+tezTiJyZOryFBMNFBbZQNndjXJc+7qutN+Q0+nE1RRLIXAc5/P5ZmdnA4GA3+/3eDw+nw/bRVF0u90OhwOzPtNsUS6XC20YmAoaACKRCK7fPM9HIhFaccrj8WDqQ4/HI4oizR6Nh2AV73A4jEUoZFkOBoOCIPh8PhyEEEILRPl8PlxE1Ymrj5xVpVM06+YDJs8mhOC9lSSJZpsWBEFj/6DVyRFMod20qZ41DBNOIGpJkT70emA8JqjqgWEgBbRNNXOqEtLFYvrrr1EDjZlMuBul+TsjqkDNDF22b0LN463HXC/HUkNSSKrIql8ipZJCyLLd/rDVE6mIVjfQxYkQEgqFcBmLxWJob8DiUrTK8+zsbPVV1mazeTwer9drs9lisZjT6XQ4HIuLi3giLFAJANiIy6T6EFD5DvCFJEmRSATtHPQsoiiKoogzR+tF9eJV1U/RTERRxEpdDocDBcTy8vLz58/xKlwul9qgoq9I/uWXTx88uKUfdmhoTP22v/+l4eEXWjjOynHt6DbrCI6UFACQzOc3cjkAQFUBAEq5nC4W7YeqQi8v9BwZb0ETeyMYvaF+i4XUsUQZbjMZ6e2dtFjaSiVo6HozAwA83npMioRtvFSzsrQzdeMyMzYAwM7OfY6bbqvC2RoMviS02xNC6ELl9Z4wbAcXb/wfl0C63ofDYXTSVzlED1bB1rgSUJHga47jMGyQPrhXn1VrwUlKknThwgXaKIoiVWbqzhcvakvDvfzyK07nv1G3EJIiJK1uyWSShcKzzc04bdneTtLXhYJCSJo+0lHBcfHiCMdZ8TXPT57k2s4kdD2uvjDr5YUGuuTXApUg+lO3iamjRs6CmQEAVnZWMvnM9deYaPgDJFVkVayQ9jc2gEY3EELcbjfP8zabzdDNz3EcLswYplCnSZ86LGrn4sWLm5ub1ft0nPXe5/Pp7wMGP6rvsCAIsViMvtUYXQ6PGtEYEmpf9WX5W21BSHp/P7W/nwKA7e3kysoSAGQyCY6zYlrfvj4zqgpqyWAGjGNRo7w4OxCSWluLbmwsd7eZAQCkXWmdrF9/7TqrlK0mtpCaunG51bNoC9rf2AAa3RCJRDiOQ8t5pdrW2AEN6fpP0e9QC1hx2+/34+KHOQmqH4KyRhAEv9+PnTHa0eVyud1uHEqSJEmSNMtw7bMihDQ5LhJFg/pmou1kc3MzHA5r2jHohOd5fYRp/dSoMAoFZXs7ga83N+Obm/GDgywaOTKZBD4mcpy1r88MADbbJAD09Vm6+PGRUQ/r6+L6emx7OykIMx7Pw26qN6FH2pXW9taYaNCwLpKDbFmYaV5RtLalI4wNoNENTqfT5/PhukW3G6ghhMiyjGEBFy5cQIMBBjxivGHtiy7P81iwG+P7ZmdnK3kWbDabz+ejAY/BYBDDF2RZdrvdGMiJSy82BoNB6omocVaaU9R4CfUTDAY/+OCDDz744MKFC9RMgrddluVIJKLvj+oB8zc0bZ5q+vstVGEYSg0qLDKZJPpH0DNCSLqvz9zfb6HmCvSGMFVxBqEGBp6fcDhmzoIvjIkGQ0iqKC6krn90pdUTaQs6wtgAhvkbquzuCwaD+/v7uGLJsuzz+RwOB3XSn+zxl+6QrIJ+cMOj9N1qn1Wn7GnEfJHtvF/0SNAhgt4QOFQVGlsF9YCchRXlTCFJ0c3NOCHpq1ddgvBWdxsYKEw0VOLBrS+EmcGrzk79a3aKlEpKIvGO3f6wI3VDFYLB4NraWigUQu+7z+dzuVzNfEBndDc0rhMNFYSk0QmiMVSg+2NoyH5GVp0uQG1gEISZM2Vhwt0Tbt7NRIOG2N3UQbbMwiGR3d1osZgaGemApKjHzhcZCoXC4TC+9nq9LNUxozmo3R+FwjPUE4WCcnCQRTGBm0GGh8f7+80sTrNNKBSUjQ1xfV0sFBSHY2Z83HmmpB4pkrAc5s08Kz+hJ5PIRfwyyw5J+c1v3rxy5aP2TCytoQPyTDMYR1Ld94GSgoVTNIdMJiHLq4SkZHm1r8/M8xNXr7rO4D2XFfnx1uOpy1MsuZMeTCntDvDDdlYRBgBgdzeazydGR2+3eiI1wXQDo8vJZBIHB0qhkM1kNqBCOAUc+j6YoeIEFAqKLK9mMhvb28lMJsHzExxntdkmz3JsysrOyjpZv/bKNZZG2pDH81t95h5Wv4rSQcYGYLqBcZahvg+aF4uqCkxWQSMq0P0BLE7zEL1R4eLFEZ6fYKqrUCqIabFQKlwbvcYCGgxZF4kU3b1+j+2h+JZU6i4AdERkA6LVDaFQSJ+k2efzeb3edkiwyMD9FOryXYzGoXF/YJymPqgCDs0V0I0WC73BhpD00NAYMyroQd/EODfOAhoqQVLFBz/+4vpHV7iRjslk2lByuYQs+ztiGwVFG5ASDof1axKtGMloLaFQaHFxERNpB4NBFpTaaKovirigwmH+KwCgKbAAQJZXeX4CX1NvCLSlwjCMOYUKASIOx0ybTLutIEUSS8UOygesLnYVCkop7JedcyNMNFCePp0fHX2/g0QD6O0NmMPxyIQK7Q9mlWhccqT6x68lRaYG3P6K/zudTixjwWhz1EVDqENEozD6+syGkYNqwaGGig896loketTVScAoGReL8zgBKzsr0q7EQiCrU1BKD2791jFziaWGpHSchwIx3gCDxnCqHiRJwkLY9C0ACIKAJRIw4SNtxG6YRgkXNlwdNUcRQuiY6iROeCBaOLBRn1MZP9WcS30INZCIoqjuho3qc+E06PqtvlI6qxrHPxZYWbRK8S096nPRW9oRuarOOOqiIbVb9fUlyhCUBdXFAbxYmUwNkwWni6zIsXRs2DTssXtYNEMVmGjQk8slOiKrtB4DewMcru5UDZw7d47WnPT5fPjIK4qi2+12OBxYMwI/DYVC+KnT6ZydnQ0EAn6/3+Px6I9aXFykho1z5/4wDafTiWthJBLBJZzn+UgkQotgeTweTJgYiUREUeR5Xn0Itvt8PkzSzPM8pqDGFrfbjRUogsGgz+fDdVedXlptbqGzqmX84953dRyJ2+3G9FmSJFElIQiCxpgRDAZjsRittdE1liEGoxMplAorOytyVnZZXbyFBRtVg4kGQxKJt63WOYul8yKEDOwNNJuT0+kMhULqdJD4lEyrPM/OzuKSifICO4RCIVz8YrEY9jQ8anFxsdKcbDabx+Pxer02mw31CuoMPJEsy7h2YiMurupDQOU+wBeSJEUiEXUBSVEURVHEaaPpQh8NWmlK+vFPwObmJt7YUCiERg6cyfLy8vPnz3FKLpdLLQtoWXPKlwdfPvjigbolk88clA/6evqGTQYeVq6X6+vpU7cMDwz39/SrO3C9LOErg1ENUiQrOyuyIguDgtfubfV0OoCIX+YnzEw0qEml7prNE50oGsBQN9DFVRCEI4tWU9A+QQihy5vXe8LfKFqVCg7tH3RK4XBY7UAxPERPOBx2u91qbwI1n+DgGGlYxWtQffzjIoqiw+EAAELI4uKiJrxRFEWqsdTtFy9e1Izzct/Lziu12htk5YVgiEK5kMllMrkMbTkoH5Dit9Gv+IJqCLXguNh7kbazxyzGmYIqhqnLU9dGr7V6Op3B4/ktztrLUjWo6VwPBXK8BJ8cx+EqiwEHuLBheWue5202m6Gn3/CoE0MdFrVz8eLF6gKoybtFYrEYXkIgEPB6vYZzw+BH9b0SBCEWi9G3avNJLejX+Kvc1VoOJEWi1hP7xf394j4AbOe3V3ZWACCTz3C9HNotqMLoP9+PNg9mw2B0AbIir5N1phiOy+P5LQBgFSg0dOIeCjUGugEXUXQuhEIhzaccx4VCITSkY0skEsFGAKhU40p/FIU67GvB6/WiXx+XzFq2JKCsEQTB7/djZ1EUXS6X2+3GcSRJkiRJo0VqnxUGTNR+CQDgcDho0CVaUABgdnYWP8X2zc3NcDisvl1YQRsvWR8r2jhqX/ipwkBjxqayCQDb+W38qO98H2qLIdMQ9rdZbADQ19PH9q0x2pZ1si7tSgDAFMNxYaLBkI72UCAGuiEcDi8uLkqS5PF4NB4BQogsy+jjv3DhAj76O51On8+HPemOgyOP4nne5/MddzMCz/N+v18QBNzEMTs7W8m5YLPZfD4fjXnEefI8L8syTgDjGbEF54Pj1zgrzfi1XwIAuN1uvGMoVvASMEITDnWDLMsYeqkGr8LtdmP+hmOdtAmoFUYlY0YmlzkoHwBAJq8VFnDoGUFhQS0WQ6YhFqnOaDKkSNZ21zbIBm/hpy5PMZfcsSgopYhf5qy9TDRo6HQPBWKcZxojFfSP8sFgcH9/H1csrKPtcDhw2auyJ7DSUfVsI1Rv3ayEfnz9Ufo+tc+qnvkHg0GPx3OCDZy4RfZkmz87AhQWaLEAVdRFJp+hMgKYqmA0hkKpIO1J62QdAByXHOPcOPvpOi5Y6HLqxmUWCKkBU0PyfGBgoLPLvBnHN2BEguFHsiyrLfPqIMoqpzE8qh4zey37D/Xj64/S96l9VvXM3+PxBAKBE9gMuj7DNPVZGFosqCtkU9ncVDYPygc0xsJQVbDHREaNSLvSprK5nd8e58Zn+VkWlHMy1kUiLqSuvT/KT3aq875BlEqKLPtHR9/vdNEAJ6hrFQqFwuEwvqY7Nht0VHdTi8mEcSzUqgLfounioHSg9oDg7lMWV8EgRbJO1jO5zHZ+m7fwwiWB/UjUQ+xuSl7NzgZ4lkZaQ6mk/Pa3ty5dmhkcnGn1XE4BVg+TcVZADwhuCQFdwGZfTx9qC4zWZNtAuhjUChtkg+vlhkxDV7mrTC7USUEpPZ7f6recd85Z+y3H26Z3Fvjii1sWy+TlyzdaPZHTgekGBgMKpQLKiEw+UygV4FBVyFmZN/Ogc38wVdFxyIqcyWdkRSZFwlt43sLzZp7FLpwKmUTu8fzTqy5u6sblVs+lHdnamgeA0dHbrZ7IqcF0A4NxBBr3Bw3VpKqCZq1gtor2Ab0P+8X97fw2KZIh09DwwPBV7ir7ak4XFtBQnVTqbrmc7SbRAHrdoK6bcCSRSGRxcRErKeD+iFpiF3w+n9frPfXgvmPNvHPB/RRdHx3ZQWhUBRzaKtTpsNBcQVNtsj0gjYAUSSafQbmQyWd4M8/1cjaLjd3tBkFSxdhC6iBbvvb+KAtoMGR3N7q3F33ttXudm+LJkJPX0Y5EIuFw2Ov1chyHMY8ul6uW9UxdJesUOQt1nkKh0OLiImbFDgaDLLy0I8AM31V2loIuFxawnSBVQa2GTqXt/DYNfUWjwrBpmBkVGs3K0o4U3WWbLavQraIBjptnWs3a2hrWogQAn8/X/DUb80a0YfqjxkHLimLeTKYbOgKqACrlwqKlQ3BzKahyeFNXCLxYJYTKi+72iWiSeZAiIV8TKhEAwGaxsajGJiPHldhCmp8wex7aWQhkJXK5xM7O0pUrH3WfaIBKugGN4VQHYMFGTLqAuwcxHwOoNhNiuQSa0gDLXNH0RJgiCRMqazDsiY1qIYK1K/EjjuMwMxVOQJ0ESX9g16C+UjTq1JN4itE+UGFRxcZA82yCSl6oS5GpFQboap9SnQHtkdhbXfQEdC4e/dZZjEhth5mfZQpKaeX+jryadc1ZWTRDFQgRU6kFng/09nZnNS8D3RAIBHB5xpAFeNGc4HK5nj9/jnWoAYDKi3A4vL+/j8uYx+PBnIYej0cURUzePDs7GwgE/H6/+lyGPXGQSCQiCALmWqbP2aIout1uh8OxtrZGJ4AZo+nM1Qd2BG632+VyeTwevOfYiFEj6m60WDnC8/xOak8uKYZj9ll6hu0DDZowo/mo18sjXRhqkaGuFQIvSg2KnJUBQC07DKHOlErgqm9IoVzYzm+rT0E3viKYVMNmsTEHTXuC8Y/j05z3445PW9RQ0D1x5cpH3SoawFA30NhGp9MZCoUMiy94PB6s4kjXNiydAACSJMmyjIu6w+FYXFzEPrFYDO0NtL52pZ42m83j8Xi9XixpgRW2aGnp2dlZQRCoiV69uM7OzqoP7AhCoRCacwCAELK8vPz8+XM0wLhcLrXhhBYop3yd/6+bca1uIOniQbZc6XTyapazfpezvhDENDRm0nSzvfgwwZ4tOgvNQ3mNhU81aEwCtcAKlXUlJFV8fGcLAK5/dIXFP1Zna2s+n090ZUyDGgPdoE4dXb38tCFY4FHvKaBy4cietMTUcU994gNbBSFkcXFRE6YgiiIVSer2ixcvag43D/6R81/XJWkLSmk7kX9hSunifqqoliPbyfzK0g4AFJTydjLPT5ixvc/cQ/VH/0vnhw/FB2ftZX9cuoDujpxg1IIcV9aiu9vJvHNu5KqT/TBUo1RS0ukFALDbP271XBpOQ6JasODkafXEYhlOpxPjJ7rJox8IBLxer6E44zgOPTi0RRCEWCxG32KcR50T6LecP5ktQS04CtlyZiOHUuMgWybpIgAUlDJJF4ft34oJatKglowhu4kFVTEY7YkcV/BpYerGZWZuPBJMI202T4yMvNvquTQDgz/cGG+I3oFQKKT+CH0K1cFQf7/fj6saJhuosyfHcaFQCK33hhPu3OKQaHQBgNnZWWxBA8zm5mY4HFZfL26gwLskiqI6CrX5aARH9WcR+dB6sRlXUF5QZwqKDLRbaLQFC9FgMJoPUwzHBatcXr58oztqT9SCgW4Ih8OLi4uSJHk8HlzDaLhiLcszz/N+v18QBJ7nCSGzs7M01u9kPQkhsixjyMKFCxfQRMFxnM1m8/l8oih6vV7DIIz2B20teNWCIKAsw3suy7I+tBODSNxuN+ZvaPp8Twj961Plz1AmkTtQyqDSFtvJPFQVFswhwmCcIlJ0dy26x1m/yxRD7aBoGB1932KZbPVcmodxnmnc5ah++j/Blr/a6z1W7xkMBvf393GZlGXZ5/M5HA5ca8/gRkTcIlujhusmqLDIJPOFZyU4FBaZRJ6z9vZbemi8xfD4QL+5h5krGIxaKCilDZGsLO3wE5apG5eZFq+d3d3ozs4Szwe6oDT2sTB2MGNIgbrlBMtz7UkUjuyJ6SLolNSRm8edVadzZjNMUxFg+CRE4y0yyXxmIwdHqQpmq2Aw1kUixxV5VRmf5theiWNRKik7O/ez2VW7/WF3b50wpDPqWoVCIUxlDaptogxG7WCMhcZWIa9mcXsIekDorhBmpGV0MSRVXIvubiwTfsLCT1rYRonjoijxra07HDd9RqIg9XSGbmAwGgdJFUm6iLtC4DBms6CUD7IlztpLDRUsqILR0RSUkvRobz1GAMAxc2ncybENTceFmhleeeX2WfNNqGG6gcGohqGhIpPI4xZTNFRcHOnlrL0sooLRnqyLZD22v53Mj09zjplBJnxPBjMzUFpQR1tPgyprdyuYclsdgIJVOfShD/qelcpw63tWGZaBYKgmNVRoJAXaKpjvg9ESMomcvJrNbOS2k3l+wnLVybGfwBPDzAwatHaqcDhc4zqBdbQx+wLubvD7/SdbYHB9OsGBZ41QKLS2thaJRCKRCA0mxT2oWLyDbkk17GlYhtuwJyHE7XZjMbOLFy9W2kl7xqHWBb2HmMZp4rZSki6uLO0w3wejoRSUkryaxVDHoTHT8PjA1M3LzAZWJ7lc4unTebN54iwkgqwRrb0BEzHVshVCXca69qMYlCp5riqBpa0cDkcsFsO7TQgJhUL4XWDRL1Rg+p5wmIMS/8eippV6ejweTI9xWhfLUFOL74MZKhg1kknk1mNEXs0CAD9hHh4fYKGOp0UqdZeQ5bOWnuFIWlNHm9ZfoJ9i6id1oW1q9tAM1R1gOs7jLsz6fafU2AMvChF9z0pluPU9MeUUIUSdh4pxiqAUMBQE6iDNKoYKlqPiLIPWLPzx2E7mh8ZMtkkLC1w4XbAWNsdNn82dltVpdh3tN99887PPPqOHYB5rfNiVZZlutlxeXl5cXPR4PPqhmnRjGkwkEqGBIDXW0a6CJEnhcBh9DVX6qN+iUKvUk+M49FOgLuyg3JSdDjfyrc/C8JFRPszSrY6oIOlin/m8OkcFxmkCs1V0CxqhwFl7h8ZMF0d6r7o4JhxPHUWJ7+ws9fSYu7sWdj00u462z+ertA6hSgAAn8/HcRyuo4ZDdQGbm5s0EKHGOtpVQE1QXVTpy3BXYm1tDd0fHMcRQi5evDg395bFcg4Aenut7BephVTXAVRV7KeK+6mixlYBOg8Ii6toZ+S4kknmSaooryp95vPDdhPHhEKDQcUAAJcv32COiSo0u4727Oys0+nEp1ha0UpNKBSixoxKQ3U6oig6HA44Zh3tKqAEQcMMRjDo++jLcFfCZrNRjwbHcdPT07/+9S//5b/8o2IxremZzycAwGR6IcDYZBpTv+3tHenttR6+ZrKjgVRXFSeoAHLkmIxTQY4r6JnCcrIY6YKq7qqTu3Z7tNUT7H6KxdTW1h1giqE2ml1HGxc2URTD4bDb7dYU2JQkKRAIRCIRuvLVXpK7g4jFYnhRx6qjfSQ8z3/11VeSJBkqrdrLcGtcGISQCxemRkePVm+lkoJKgpLPJ4vFVLGYAoByOUuVR7GYLpcVteBQq42BgfGeHjMwnXGqVE/UDYehFQCQSeapsMDSiDSxJqi0BfWGVBmTocFQIqCDCe8nqy/fZIrF1M7OkqKssuDH2ml2HW1863a79VkiCCEejwcrZNYyVOficDhoPGntdbQNURfUxnEq3aLay3Bj3Cv2pGW0armu8+ctml+8Wn4PNWpDUeK53Aa8qDOy2VWzeQJfU4WhtmSwX/j6oaEVtZQtpd4QUMkLWg0EAGiwBWJTjdnFS6PaqAMAKA5AVyeFSYR2gCqGy5dvjI7ebvV0Oolm19EWRTEQCOCC5Pf71QeGQiEMjcToyNnZWSojjizJ3Vm43W51nEftdbTVkap4uCAIbreb4zie5zENF+oGfU+oUIbbsCem/0KDEAY6NO5uaNRGdQWQyyXKZQUAisU0tWTk80n0Subzid5ea0+PBVTyAgfs6bGwhC31U6NznZouAIDuDcG36BxBMol8v+UFeUGNGRS1VYPSHPMGFQHfvj3cN4tgPnL6GkNTgQWRdAK5XGJvL8oUw4lpTR1t9cbOOofqUILBoMfjOa31uPbEjrWX4a6UWbIjoPJCUeLYks8nAaBcVorFNPpHenuth96Qb+0WJpOdbbhqFWqpQaFq4w/dVKt1JTCTATI0ZsLlnFJQylS79Jl7MGdGJXDvK32rETFME3Qcu7tRQkQA4Djn4OBMq6fTqbD6FK2BEBIIBLovdKNToM4RtFvAtyEXWQDI5xMaYcEsFgxGR1MspnZ3o4QsWywTly7NsF/kOmG6ofOn2lkAAAUPSURBVGV0nxGlmygWUxhdkc8nS6VncGixKBbT58+b1a4Qaq5gMRYMRruBBoZyWbl0aYbjnMygeCow3cBgnAT0gJTLWYziRHNFuayUStlDr8cfVAWzVTAYzYQZGBoK0w0MxumDqoI6QTS2ip4eM2oL3HHKVAWDcSqUSgohoqLE8/nk4ODMpUtvMQNDI2C6oZPAWEUMaWQVrjsXQ1Whias4f/4ltFiwaE0GozrFYoqQ5VxuI59Pctw0x7mYEG8oWt2AG/BqXI1w4x9WUsDtfDRHNaMR4E3GTA+Y3YFFVnYZNGCT+kEwRxZzfzAYGnK5RDa7SkgMADjOZTZPsF+H5qDN3xAOh2t8io1EIuFwGJMyYQYCv9/PHn8bDZb4AoATpABntD80m4VhlCXuL6W5KzTuD80GEGaoYHQluVyCkBghyybT2MDAOM8HWFbZJnPybGVra2s8z+OOAHXBTAaD0SCqPE5RQ0U+n1SUeLmcpbmw0P3Bdn8wOpdSSclmVxUlriirJtOYxTLJylu3EGPdgH50qgPUaZpw96Asy5iOmm4mxHoHNDcUZiKi+YUwbVT1RMgMBuPE1GKowN0faKjY2VlicZqMdqZYTCnKaj6fQEFsNk9YLJMsvWM7YKAbAoGAIAiSJKkzEFNzgsvlev78OS1ZSeVFOBze399H3eDxeDApocfjEUUR01TPzs4GAgG/329YmPtsgiU5MIU21g2nibRZ7ALjFKE6gOMMjII0ThP3lNI4TQyh0Lg/WLExRuPAkAWMcOzttZpMYxzntFrnmGmhrTDQDTS20el0hkIhw2Xe4/Ggf52ubVj7AAAkScKKlwDgcDgWFxexTywWQ3sDgxIKhXieDwaD586dQwGxvLz8/PlzNNW4XC7m+mE0gSo+C437A3S7P5itglEnihLHnZPFYhpDFgYHZ5gfrZ0x0A20coEgCCcIvsMCj/oFz+v1nmB+3c3m5ia927TWqCiKKLCOWxCEwTh1qrs/1Om61bYKTLWp3wACLFrzzIOZWBUlXiymv/46XSplLZYJk8nONk92EA2p4up2u5mNvRaqlKjmOK72AtYMRkvQV07XoImr0EdrwqGwoPkqmB+km6AqAXcUF4tp9D709o5YLJPMqNChGOgGDHgkhEQikVAopP6IPhNXwev1Op1O3J8JAFhT8ZRm222oZQHWFofDOtqbm5uYoaFlk2Mw6qZ6XAW8mK5b7QfRWyzg0BUCTFu0KygTsaRLPp9EdWgyjZ0//xJTCd2EgW4Ih8OLi4uSJHk8HlzDMLCxluLL2Nnv9wuCwPM8RvzRWD+GBgyH9Pl809PTGt0gy3IkEmn1BBmMxkLXkkrCgpZEz+eT6ArBJ1d4sSo6MHnRLNA5RSuzaOJdqEq4fPkmc0h1K8Z5pgkhmMaYtuBGymMNzeo91gIhpHZ/BCow9AGpXzMYZxy0VYCqfimVFwCQza6azRO0M1UY8GLcBnsgRmgxWCoOqJdBnWGMJS09sxjHN3AcpzEtnMBgzkRDLaiTXjAYjJNBl/wj136qMOAwkh9fY04LAEBLu1pnwItSw/BE7WzboOGrFHrVldQV3XzL6qQw9DQkLpLROCRJwqCTE1iAGAzGcQ0M+kUX83yr9Qfa6jVks6sA8N3vWjFKoxJ0ha4FLNdepQOKHsOT0h2zCPPmME4M0w2dhMvloq8xwUMLJ8NgnAWO3DNyYtTK48SwVZ/RfFgdbQaDwWAwGLXy/wPZZiixGj3fZgAAAABJRU5ErkJggg==\n", 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ITABCHUNKMETADATA\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ITABMETADATA\n" ] }, { "data": { "image/png": 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5Bn+66k25s7eOhI3h6cbGpwd6AwCsRqNKG2zu2bNDk776LJaRsTH8HdmMx59ubDhcLt3Bll2h6QLU6RIqjLNL0GXi8mUafxC5c0cUBAA4Z7WKS0t0H1H9jhwvR5LW+AqVl1XXb/jg+nX72NiP7t0DgCePHqkyqT4ThCePHmUzmXdv3qSDq4Jwzmp1ulwAsJtK3Xr33amZGd1801VBGB4ZUZprVCO66+O0p/G4ctzggUYuDe1Ir9nt+NEn9+9/cP36j+7dQy1SK7MuD2dnn8bjb127ZjKbc5mM8gmsdfjkwQOtt+zQe1s/8Cen8m+U8Z+uevPJgwf28XGttK0jYWNwuFyb6+s33377nNW6m0o5JieVF7ujCZPUZWpm5oPr1+OxWE6WvXNzFQZbdoWmC1CnS2ivm9D0S5iamYncvXvz7bdNZrPJYvnetWsAMGy3v3X16q1339X9HVEiCsKnkQg+2W9ubHx3asrhcukOHvUScJGn8Xjk7l3T4uKP7907xptw6vnz56dOncL4hs14PBgIVMj6mH3nnbeuXftodvZnf/u3dPBn168Pj4zQDUkUBNWEcjO1I7rr02mfPHjw05//HP9wGzyQUuHSInfu7KRSvvl55QjdR7Uya8FL/unHHx9a3KO5+JxObSDLofdWhcFoHSP87Pr1t65erbzNGP/pqquoAOBzOn/04YdaaauWUCvevZmZ//2v/qpl4yKvP3iwIkn/lc2Gb1P/+T9bv/1t1ZxCNtvd10ff7j57ltrd/fDKlXGeBwCnKJoBePppPH7Oro46VA1KABmAVYcDAKLRO7/61QPTaxPf+KMXp0j+bmvoWwOqFXQHy3HoCv/lq2zu6fKf/dkVt/uGJEsPfvvgm3Dum/DKi5nx3w3Zv6U+XG+wrADNXqHcTOX4l/DsS9i98voV3sJH7yR/9eD/M03ANw6+5+RWfGhA/T3qDpaVobYVys2scQXVYF6E0i78r6sOABBFZwHOEXBUXvb/jW/9M7vRH8Uaqf1cuisoB7sg2w/Lf/InV16yN5jM5t1UajMeH9b8MsNBlKbD5YrcvfskEimnQL02MlKh3ksFDl3/e1eu/HJxUWtRMCJYhUt78ujRj17Wxd6cmvrLv/iLqZkZg3rAL+/f/961a+Umb8bjOVlWPlijGDiO+1A8FjNZLFS2QydkZRmT5l+z2+l5tUfRcThIDSpHuXtL5ccTbcbj2UwG5UEH2DmrlZYL1L4ud+1aYz4ueOgNV/50KZfqHxpSnUslKhVMJY/yGkER0Fdu5qFQCbXfkVLgXCajFa8t+Lr+Y2/v7su1II2QAfhP9I3drlOSRndQQe7pMn19BuAPif9HNUF3sBxVrPAl7H4Juy9m2kFVSLHcYFkBmr1CuZmVV8gtK2aC/Q+au6U7WFaG2lYoN7PGFSof3g275+GTysuetwOA4btQG7WfS3cF3cGX9Ib+oaHvXbly691335icHB4dVVXHfBKJONxuAHBMTq7HYuX0hl8uLk5cvlxOss2NDaWXfTeVGh4ZMbj+965d+8u3337r6lXVn3IjgpW7NMw1V+2p/UNDWM3GoK3+6cZGucSzyJ07mxsbwyMj8ZWV705NoWyRu3fxqsWlpXNWq8ls7rdaxaUlx+QkPn0eOgF9LgAQDASonUN51GsjI2hBeTg7i0E6v7x/v8IllLu3D2dn8Tv66NatH334oRiNYhbvbio1NTPzaSTSPzT01tWr6Ot55+ZNtKd9cP36Tz/+uNy1O12uXy4uKvP70UFo5G4rf7qUSz2JRFTnUonaZ7HoyoPfEd7bbCYTj8WmbtwoN9MIVELtd6QUeCeZVIln/BTNYsblop0mKLlC4X+ORPJfffUXf/qn7u98R/dA+8CL55UPX39d++nuV1/9L3//9wDw358//4bZXEEAp3PKZqvGfSaKP19bi/7xH786NfVXVRwOABxnBYAB08CV169Ut0KNfP7s81//468B4F/x/6q7q7spMgyYBgDAOdVvG2/Oj+v//X+kn/5d9rU/7ftv/4fBpghAef31D5ty3lIpJ0n/EwD8k3/yr195ZaIpMnR3W9XxDVjiKh6LPYlEPrl/HzNJ8CNxaelHH34IB4/jO8kk3WPEpSUsMYu+HPTxHJUK6yN9Fsubly9rH4sPPfDQS9NipFzGocRjsfjKys2PPgKArCzfevfdkbExlA1LjqPAaP0eHh1VhptVnoBrAkA2k3ny6BHdg5VHAcBmPL6xsvL+w4d9FktWlj9bWionqu693YzHd1MpdIwNj44+iUSoUR1fjI6Pr0ajALCxsjIyNrYei6FzbmRs7Gk8Xu7a12MxdBitCgIcKA0VAlMq/HThUvFY7NNIRHUulajlvovNeFxcWsJbdOi3diQJdb8jeu2U43KjNADsaaniTjSa/+orAEg/e4bOiAqM66lHs5ub+GKvWNSdQOG4IY47cnxZPi8nEgEA+MMfvujpsQwOGjWea+k93ctbDrnGOvF48zG+yBVzdq76S6gdbqibG2qC4kKShad/lwWAp3+XHbCbei3NbK5ksTQnqTKZfPHU/eWX/9gsGUAbFwkA9vFxrI75cHb2l/fv42MrhonS/CuT2SwuLdHtij4HH4rKcU4L2lden0Ifi+mIwQPLXdprdjsAaFWNjZWVCgXvVGAspHYcC4XiawxPpbKhXoInxeds08tPWodOQEN6TpZzz57pHgUAYjTqmJzEHfHQJ1qdexuN7qZSP7tetmOsw+UKBgJZWV6Pxd66di0YCADA5vr66Ph4hWv/ruLxPXL37tONjZ/+/OcVBKvw04VLVTgXpdwc5S2qPLMKCbXf0Xc7K14ySciDX/3qT4eHt37/++paZSYLhUe7uyO9vf/41VcCITeHh49dyOXl+wDw6qvDX3yxubYWrUVvaBbijki+JK9885V8MZ+QE47+Q9zqHcny4naPuavv7OkvNgvio92Jq+ebLVGjKRbl3d1Hf/RH/d/4Rt/vf79ULMqnTzfH8FOpfoPT5aIZnOuxmGNyEvdd+/j4m5cvP1E8HNeOwfXpY/FRD1RBLw03BjwkHost+P0AIArCOavVeELBGy7XpwZOqi3LVR1ZWf7Z9eufRiKbGxuHlh/PGo410d5bAHBMTv743j36T3vUG5OTGysrGysrw3b7yNhYPBYTl5ZGNBn85a79Nbv9nfff/+jWLYNCGsHIfaZzTK+8UvkWVfetHek7amv+g9//naGhf/vd7175sz+Lp9NHPTxTLP78298es1j+t2996/K5c8lC4dglHBwcfe+9j7/4YvO9937e2/vKsa/fAHpO97z37fde7X7139n/HdfNNVuc5jBoN7338bdf+ZNvvvfzb+efFZstThMolWSen/un//R/PHPmu6+99n4Te3m/pDdsxuPKxH2M2AKArCx/Jgho58d/37t2bTeVOq4s/yOt/71r1z4TBNz1jR9Y7tIAYGpm5smjR5vxuH18PJfJPJydPbRQroqpmZndVEpZRRzPZR8ff/LoEWbxvkiBLVOl/Eh8Jggms/ndmzcPtYg43O7PBOFFu0IDX5by3gLAm1NTyixkbTEPABgdH/80EkFFYXR8fFUQTGZz/9CQwWt/9+bNN6emTGZzLRUvDj1XVpbLzXFMTn4mCPTS4rHYsXxrxr8jOLiT7cgQx1l6e1OE2AcGbrjduo6Mytj7+oa6u1OFAgDcGBoa6j5+A/jFi67eXgvPj3Hc0MSEUSNiS3GRu4jqAtfDuYfczRanOTim+tE3wQ11u2/UqxxCK9PdPWSxjGez6wDQ3z/FcU1LvFLnU3w0O5u7deuc1YqPWbTawRsv54b1WSwTly+vCsKxZPkfaX18LP7kwYMjHVju0gBg2G5/5+bND65fHxkbM5nNy48efe/KFWW+LPYXoW+1qYx9Fsv7Dx9+NDuLSe05WTZZLC98IjMzNIt3ambmWKp/jIyNRe7eRfdBTpYrlOcbttvfvHz5L99++zW7ncafVkB5bwEAYx5R/pwsO9xuDJyM3L1LAwbfcLk+unULs3tHxsaCgQA2LDjStb9z8+Zfvv22fWysctJHOcqdSyVquTlTMzMf/PCHNNN66saN2r81I9+RSrwqLrxFWJGk+enpWlbIlEqVIxsYAEAKpNkiNBmSPH5zVDvS13e0ipDHzkv1G5CdZHI3lVJm/XUMlS8Nn8h3U6nI3bvvP3xY3R6PD6yqwXKprbVgfM2dZNJksdQSsa+6qCNdTj2u3fi5jIwg2i+udskPXUE1ocXrN+girK3FJOnmpUu1LPLn//E//u0//+fHJZIWSYqtrkamp+cPn9rCPPj8wZULzcnmaBGkmJyIySfT2EBJJu9YLONNDIoE3bjI/qGh+hXFbC6VL41uG1iBv7pAd10DTD02TuNr1v5tqi7qSJfTSO1Tey4jI4j2i6td8kNX6ADVfD2dPjSNojIxWXZx9fXZp9Mbg4NNfkSrkXT2yLEjnUc+U2q2CM2nVKqmPNLx0sxUlpaljVLjGIzmsrS+fm2ipjzymCzbTabjkkeXdHp9YuJaXU9Rb/ZL+1g+4SSTXs8OjvYdPq+jKRRSJlOTnzdYP0wGg1ElSUKsHGfp7a1lkY1cbqzOwQ2StNKO6ZdKEnKi93RN97kz6DV3NVuEJlMqNS39kvLC3uBzOpsrB4PBaDsWl5ddFy/WuEiqUKhHGgWFkGS7Kw3IoKnJRRKbztZGbuLaiSvboKJYbA0/xfPnz5stBoPBaDOShKzUHBEZk+UGGBsGBg5PJmpxtnJbzv6T/nSXl0vNLRPZCnR3H0Mt4xqpy3cQDAZdLhf/crSU3+/3+Xy8gRAqv98/P9/ekc91IhgM8jzvcrkEQYhGo7pz8NYRQubm5lQ3PBgMJhSNiFSf4praO+/3+202m9fr1a4AAG63GwBqF2Z6etrhUFfBUx1Y3VUz6sTi8vLV2iIboEHBDfGLF9spRUUXUiAntuITZT9zEss9KZHlWFdXpR4ujaEu8Q2hUEjSFJ0VRZEQQ/nHt2/froNQnUAoFNJunLdv39be2HA4HAwG515umh4KhQghbrfb7XbbbDaXyxUMBumn0Wj09u3byhFc5/bt26FQSLsCotqhqxbG6/X6/X4jBx71RIx6gMaGKY2qd1RWMpl6J1NI0grPNzNp7VjoOd3TbBGaTF4uctbmNPRqKVrB3gDPj4Of/OQnP/nJT+jbycnJaDRa9WrHJVXnMTk5qbzPCABo7/Ybb7wRCoXOnDlT4XB83Kdvf/KTn3z/+9+fnJxUHvL9739fOagrwLEIs7e398YbbywsLBx64FFPxKgHP/3FL/7P1dUaF3n21Vf/Zn39WOQpRy737N//+39T11M0gMSzxC/+/hfNlqLJJH797Bc//ftmS9Fk/uEf/vof/uGvmy3Fc7W9Aa0CkiQJgkAHCSGCIAiCoHzCE0URACRJ+vjjjwkhOEf7CEgHqb0BDxRFUXkKHMGPGDWCxh6Px8NxnMp+oJr2rW99SznC87wkSdRWRAgRRbFGm79BYTiO8/l8SlOBwQOrns+omng6fVzGhrGKjbNrR5JWeL5sQdV2ISEnWFBkPlPqOfHJFNC8VpxK1PENaCvmOE4URY7jBEHgOM7lcmENO4/HI0kSx3E4c3p6em5u7sKFC59//jkASJI0Pz+v9FKjUxyPdTqd0WjU5XL5/X6cEw6HHQ5HOBzGmYIgeDyeE2VkJoQEg8GFhQXc80RRpLZ6h8NRdZDHwsLC9PQ0AHg8nmg0it8CQk+h1Q4Rn8+3sLCApw4Ggx6PRzVBKSQcBBZUJ4wKj8fj8/kIIfgDZvzAo56IUQtyPn/9wYN7V46hcGF0b8999mzt61QgnV5v94pPwIIiAQAgvZ4924z+3S1FoZBqtggAunGRPp/P4/EQQnBT93q91AyA+xzdNqLRKG54OKLaQmgknfYU6M/2+Xw2mw0ObA+oqRBC/uZv/uY4L7Hl+d3vfocvCCFLS0vPnz/Hm+92u6srORwOh1EhwDssSVI5m4H2I4/H43K58KtcWFgQBGFhYaEKGaoQBtUFURTxqo0feNQTMaoGlYaZqlpYqYjJcqZUakBwQ7tXfAIWFAkAAFsbuYvuk34TSqVMK9ob4ODPN8dxHo+HRryjl4EQsre3R2f6fL5y6/r9/s8++0wVe0/BP+j0z3ooFELzMj37CYHjOG0SgSAIqI1pPzIC2m/oZn/mzJlwOKxrxsAdWuWJ4Hne4XCgnYnnee3WeyRDSGVhVKB6SpUG4wdWMZ9RHXcFYYzna/dQAMDi9vbV8/XNxc/nZQDo7W3vjlmSLPEWpgEDSRUG7axYZKvaG1QQQjweD8/zNpvN+KbucDh8Ph96H4zMN5hqcXLgOE6SpCpUh2g06vF4MD0SWVhY0N1BHQ4HmpRUn7rdbkygmK6tyeGRhAGAUCj0gx/8oIoDq5jPqII70SgA3HAfQx/nmCwDQL17YC4v3++M4AZmbEjHsyyZoliUWyKZQldvwC2cEIJZbeFwmAaaHeozps5pnI/1AA798z09PY22cYyoqO5KOgZ84E4kEqFQ6Kh6A35rSiXM4XDcvn1bEAStyyMYDIqiqHUkeb1ejDKpMbrwSMLMz8+jPEc9sIr5jCpYXF5ekaRjCWuARhkb1teXvN6HdT1LAyAFcpGrtShnu7MVzw2M1LfOR+uTyayYTC1RwUynfkMoFMKqTejqxipD+KJcvoPNZgsGgzTIkYLJ9IdmSTgcDq/XixWNyhX26UgkScIne6XlH291OByu4nFfG8nIcdwPfvADWoAhHA7j+jzPR6NRQRB0gwAwxkX3FLdv3z6loMLGfCRhEokE9ZgceuChJ7r5+PF/8y//5U/v3IlJkpzPl5OQYQQ5n/eHQuvp9L0rV2psRYE0zNgwOjrZ7k4KANjKbQ32nfRkinQ8Zxtv+6+yRrLZ9e7ulmhVfer5y0WmXS5XIBBwOByEEOWOIopi5WffQyccCmZqnKj4BkadSBKSIiSWSGT291OEpAixctzIwMArvb0jg4NWjhtiP2bGiKfTgXB4yuGovTQk5e3f/ObDCxfq2pMCAP76r9/2eh+2u96QzqaXt5enbbV6DNudhXfiV+69fsKLTH/++XWrdaavr/nNVvS/Bu3+fahOUKPSAIowSQajRoY4bojjxhU/UXI+H9/a2kinY4nExtZWPJ22Dw5aOc7c0zNuszFNQpeIKC4uL79/6dL48f1uRnZ2xiyWeisNohjpDGODlJGYsSEvFwHghCsNAFAopFpBaQCt3uBwONgTP6PzsPT2jvN8BU0CbRJMk0BikrS4vAwAD73eY/FNUBa3tz+8cOEYF9RleXnxypUP632WBiDuiFcuHE9MSfuyFc8N2k96cEOhkGyRoEjQ6g2soRTjhKDVJAAgJkno4EBNwtzTg8rE6OCgleNqL1rQ+lCN4erExDGaGZCGGRt4fozjWsITXAvpbHrANMCSKRIxmekNudxGiwRFQp36YTIYbYp2p4xJUiafX0+no2trKUIy+/sYKjF09qyV4+wDA8f7ON5E6qoxAIBcLDJjw5EQd0WbxdZsKZrP1kbOOdXfbCmaTDa73tfXKpVPW1RvoE23dVtyn2Swf4RuRSZGPcAd1HXx60S4eDot7+/HEonk3t7i8jKGSqBlYnRw0NzbW49Nt34Ia2vr6fTS+vrIwECdNAbkbio1yXHM2GCQfDEvydKl4UvNFqT5kFSBO/EVpnO5jf7+qWZL8YIW1RtoE6xQKMT2SAo2s8Aszfn5+XKpkoy6gt4KrYMDzRIpQhaXlzFaApWJFkzikPN5YX0d3TFjPD/O89cmJupqOJnd3ASAG0N13847xtiwTtZHuVZ5vmwi6XiWVW4AgFwu3iJJmHBceoNuf4rKcyofUkX1JyMytBRVNFDw+/2Yrerz+VwuF9MbWgetWQIAYpIEALFEAndoOZ9HNwfqEwCA9glLT0+9IycwbiO5t0fjNsZ4/trERGMiNlBpuDk8XO8TdYyxAQDWyJrLyqqWgbSSGRw96eWls9m42dxClU/VegPW3sFmibSkD/ZThpezLbBggyRJv/nNb9A2IAgCTtDOp/YDnCNJkuoQuhoA8DyPYtBzoXGeyqP8FGtSqdZXnpS+pR2iWyFnBEscHqkQsvLSUOGovWYGo66gMqEbMwEAKULW02kA2Njawrfmnh586EfdAiejucLgGVE5oK+xfIUyutN98WKDozsbpjQAwOpqZHq6ExrqkgLJl/IsAxMA1qJkeu6k25tzuXjrJFNAnfpoa+eHQiE0IeAc1VuHw0FXCwQCXq+XNt0GgLm5OYfDge2bUR3x+/2BQAA/dbvdz58/1y7o9XqxvwP2yJAkye/34yGhUKjGCsq1Ew6Hsemo8T7aqrKbqN41TGDGMVI5hgCLVuFr1ANimv5wqGooGRkYwBdKPaPpzpFGKg2SFOM4a2cYG1Z3VlltaQBIx7O9li4W3FAoJFuhDSalLn20tfPpR/iCPiUrt0a6mq48AOByuYLBoG6PDNX6oihKkoSahNPpxDaJtD10K5BIJLxeL278BvtoKzuRIjtffXUnmVSOvHL69Ijpa1+gtbu73mFojGNnqNmb/XExu7kZz+U+sjeiUg0hycePb3k8nWBsyBfzUka68vpJL9sAAGtRctHVCb8LNZLLbZw/f63ZUnxNvfpo686vTLnVqE/B4XCUa8ytIhQKKf0aADA/P08bbQQCgeb6KQRBcDqdcMQ+2mfPnlXNNH3jG8oi/6lCIVkoYPF/fJsplfC1XCpt5HIjJpOlqwtHUL2geoalq8ved9KdiIxjZHF7O57L3Xv99QacK5+XQ6HAxMTVwcGWqKZXI8vby7yZ7z3dIfm9tbC+RLwPO+E7rYViUS4UUqdPt1Dx0+Pvo11d3+1jx+PxqKwLaIEIhUIej6e5XTexTWjlOdo+2g6HQ9n0SxTFoXPnHFU1B4pns3KpBAAxWUY9YyOXA4BUoQAA1u5uOFAs4KD/EFMsGMaJ7OxECbn3+uuW03XP2Mrn5QcPrjudUw5Hq2Sp1UK+mF8n6177IZ2HTwJSTB4YMbHy0oQIHDfZbCle4vj7aB86n/ba1n17qDzKj3S3f0IIphtQuwINt8QOn03P6nQ6nRVaPJfro40JFJiFgXEnVQdFUg2gXE9Cqlhs5HJKxSKey9lNJjjQKkb7+sxdXcwbwlCyuL3dMKUBAAThLs+PdYbSAADL28uj3CgzNgDAmkAuutVG1hMIIYLVOtNsKV5C5xc7FApL/ZVnAAAgAElEQVQtLCyIouj1el0ulzKikBCiu9vZbDa/3y8IAm7YuvOVc7xer+ptBRFV8gAAz/N+v1+VFqFaELt6YvDg9PQ0x3Fzc3M8z0uSFAgEarhjx4DH48FbpOyjTaNG8BolSVI1JYcDb4vH48H6DfWTsLJikSwUUoVCqlBYz2YzpVKqUJBLpUyxaO3utnZ3m7u60P3BTBQnjZgs39rcHLNYGqY0PH48CwBu940GnKsBkAJZJ+vvfee9ZgvSEkgr8qWbjYiobWUKhWSpJLdIOytKvfpo6843MkcXDJU4VB7toOqxXpXe2UTm5+e9Xm8VkmA2aSukkmqRi8V4LgcAWhMFNUugbsHsEx1GslC4m0xmSqUZq7VhyuLy8mI6vT493SrBzrXzePPxoGnQ0c+Sq0GM7KTjOaY3bG8vAsD581ebLchL6OsN5UzojOOCEDI3N9c6+R31BjUJqk+kCgXz6dOWri70d4xbLMw40abIxeL97e2VTGbq3Lmp/sY1ERDFyOpq5MqVex3QLBtJZ9NhKcyMDUjIn5i4dn7QftL/JsTj7/D8XOtUikRYH+3mwHGc2+1uthSNA/0dKq8H+jswhEJpnEBnBwZP2E2mxli8GVUgEHI3mZzkuIY5JpC1NaHDlAYAEFIC60aB5OXi1kaOKQ2FQhIAWk1pAK29gcFoLujswJxSDJ7QejqYMtF04tns3VQKAN4fHm6w1ymdjofDAY9nrjOyLpE1sibuiFcusJoNAADLi9v5Z0X3jZbbLxtMazopoGX7WjFOLJbTp3WDMWOynCmV1rPZeC6HtQFY2ERTSBYKkZ2dJULeHx4ul49TPzpSaSAFIiQFpjQgebkoRnZY2QYAICTK861YyozpDYz2ALco18tONMwXjclyslBQhU2wnI7jJVkoLBESJQQA3Bz38Xe+03gZJCn2+PEtl2umk5QGAAhJIdeQi+tmDmIAgOX726OTHCvb0LJOCmB+irYD8ylYb/EKUGUCADZyOVWOKAubOBIqdWGS45pi1Mnn5eXl+5K0cunSzQ5TGqLJKAC4h05QtFMF8nIx+G7c+9DO9IaWdVIA0xvaC2yC5XK5sH4D66NtnHJhEwDAjBNaWkRdQNDMMDo62TF1GiiSLEVTUZ+9bMH+k0b0ThIAWGQDtGomBdIGeoOqaVabnuJYwOLT+D+WjWq2RG2PyjgBAKlCAS0TWG8b/SMnxD7RUuoCdLSZAQDyxXwwHvTwHtYvG2HGBkqhkJSkgN3+UbMF0Uf99RBCsJslTcjEYkq0VDMctLvE3tYcx/E8r6ynREst4YHY4ApHtNWR8VPVuZSH4Gs8VjkNB1U1nbA2FDXgG5RK9xQtiFI8+kVUXWqagaCBQRvfRzUJjMdc3N6m/o6OUSni2Wzqyy9p0U9UmMYtljmeb4UIU2pm8Pla9K9njYSl8MT5CaY0UFhkA2VnJ8Jxreu6Un9DLpcLd1NshcBxnN/vn56enpubCwQCXq/X7/fjuCAIHo/H6XRi1WdaLcrtdqMNA0tBA0A4HMb9m+f5cDhMO055vV4sfej1egVBoNWj8RDs4h0KhbAJhSRJ8/PzDofD7/fjIoQQ2iDK7/fjJqosXH2oVOVO0aibD1g8mxCC91YURVpt2uFwqOwftDs5giW0GybqSUO34ASiVClSB14PjMcERT8wDKSAlulmTrWEVKGQ+vJL1IFGTCbMRml8ZkQFqJmhw/ImlDzefMx1c6w0JIUkC6z7JVIsyoQs2e0Pmy1IWdR6A92cCCHBYBC3sWg0ivYGbC5FuzxPT09X3mVtNpvX6/X5fDabLRqNulwup9O5sLCAJ8IGlQCAg7hNKg8Bhe8AX4iiGA6H0c5BzyIIgiAIKDlaLyo3r6p8ikYiCAJ26nI6nahALC0tPX/+HK/C7XYrDSrajuRffPH0wYPr2mUHBkaUb3t7XxkcfGmE46wc14pus7bgUJUCADZyufVsFgBQqwAAuVRKFQr2A61Cq15oOTTeghb2RjB6Q/kWG6ljizJMMxnq7h63WFpKS1DR8WYGAHi8+ZgUCEu8VLK8uD1x9TwzNgDA9vZ9jptsqcbZKnS+JLTbE0LoRuXzVRm2g5s3/o9bIN3vQ6EQOukrHKIFu2CrXAmokeBrjuMwbJA+uFeWqrmgkKIonjlzhg4KgkA1M+Xks2fVreFeffU1l+vfKkcISRKSUo6k0xv5/LNEIkZHtrY26Ot8XiYkRR/pqMJx9uwQx1nxNc+PV3NtJxK6H1femLXqhQq65RuBqiDaU7eIqcMgJ8HMAADL28vpXPrK60xp+BqSLLAuVkjrGxtApTcQQjweD8/zNptN183PcRxuzBimUKNJnzosjHP27NlEIlF5TttZ7/1+v/Y+YPCj8g47HI5oNErfqowuB0cNqQwJxnd9SXqhWxCS2ttL7u0lAWBra2N5eREA0uk4x1mxrG9Pjxm1CmrJYAaMI2FQvTg5EJJcXY2sry91tpkBAMQdcY2sXXn9CuuUrSR6Nzlx9XyzpWgJWt/YACq9IRwOcxyHlvNyva1xAhrStZ+i38EI2HE7EAjg5oc1CSofgmqNw+EIBAI4GaMd3W63x+PBpURRFEVRtQ0bl4oQ0uC4SFQalDcTbSeJRCIUCqnGMeiE53lthGntGNQw8nl5ayuOrxOJWCIR29/PoJEjnY7jYyLHWXt6zABgs40DQE+PpYMfHxm1sLYmrK1Ft7Y2HI4pr/dhJ/Wb0CLuiKu7q0xpULEmkP1MyTHVuKZoLUtbGBtApTe4XC6/34/7Fk03UEIIkSQJwwLOnDmDBgMMeMR4Q+ObLs/z2LAb4/ump6fLeRZsNpvf76cBj/Pz8xi+IEmSx+PBQE7cenFwfn6eeiIMSqU6hcFLqJ35+fnbt2/fvn37zJkz1EyCt12SpHA4rJ2P2gPWb2iYnEp6ey1Uw9BVNahikU5voH8EPSOEpHp6zL29FmquQG8I0ypOINTAwPNjTufUSfCFMaVBF5IsCHeTVz680GxBWoK2MDaAbv2GCtl98/Pze3t7uGNJkuT3+51OJ3XSV/f4SzMkK6BdXPco7TTjUrVLTiPWi2zlfNFDQYcIekPgQKtQ2SqoB+Qk7CgnClGMJBIxQlIXL7odjsudbWCgMKWhHA+uf+6Y6r/oate/ZsdIsSjH4+/a7Q/bUm+owPz8/OrqajAYRO+73+93u92NfEBndDY0rhMNFYSk0AmiMlSg+2NgwH5Cdp0OQGlgcDimTpSFCbMnPLyHKQ0qoneS+5kSC4dEdnYihUJyaKgNiqIeuV5kMBgMhUL42ufzsVLHjMagdH/k889Qn8jn5f39DCoTmAwyODja22tmcZotQj4vr68La2tCPi87nVOjo64TpeqRAglJId7Ms/YTWtLxbDggseqQlN/85u0LFz5szcLSKtqgzjSDcSiVfR+oUrBwisaQTsclaYWQpCSt9PSYeX7s4kX3Cbznkiw93nw8cX6CFXfSgiWlPXP8oJ11hAEA2NmJ5HLx4eGbzRbEEExvYHQ46XR8f1/O5zPp9DqUCaeAA98HM1RUQT4vS9JKOr2+tbWRTsd5fozjrDbb+EmOTVneXl4ja5deu8TKSOvyeHazx9zF+ldR2sjYAExvYJxkqO+D1sWiWgUWq6ARFej+ABaneYDWqHD27BDPjzGtK1/MCykhX8xfGr7EAhp0WROIGNm5co/lULwgmbwDAG0R2YCo9YZgMKgt0uz3+30+XysUWGRgPoWyfRejfqjcHxinqQ2qgANzBXSixUJrsCEkNTAwwowKWtA3McqNsoCGcpBk4cEPP7/y4QVuqG0qmdaVbDYuSYG2SKOgqANSQqGQdk+iHSMZzSUYDC4sLGAh7fn5eRaUWm8qb4q4ocJB/SsAoCWwAECSVnh+DF9Tbwi0pIahG3MKZQJEnM6pFhG7pSAFEk1G90v7rC92BfJyMRSQXDNDTGmgPH06Ozz8fhspDaC1N2ANx0MLKrQ+WFWifsWRal/fSIlMFZj+iv+7XC5sY8FocZRNQ6hDRKVh9PSYdSMHlQqHEqp8aFH2ItGi7E4CesW4WJxHFSxvL4s7IguBrExeLj64/lvn1DlWGpLSdh4KRD8BBo3hVHsQRREbYdO3AOBwOLBFAhZ8pIM4Dcso4caGu6PqKEIIXVNZxAkPRAsHDmprKuOnqnMpD6EGEkEQlNNwUHkuFIPu38orpVIZXP9IYGfRCs23tCjPRW9pW9SqOuEom4YYt+prW5QhqBZUVg7g5c5kSphacLxIshRNRQdNg167l0UzVIApDVqy2XhbVJXWomNvgIPdnWoDp06doj0n/X4/PvIKguDxeJxOJ/aMwE+DwSB+6nK5pqen5+bmAoGA1+vVHrWwsEANG6dOfS2Gy+XCvTAcDuMWzvN8OBymTbC8Xi8WTAyHw4Ig8DyvPATH/X4/FmnmeR5LUOOIx+PBDhTz8/N+vx/3XWV5aaW5hUplZP2j3ndlHInH48HyWaIoUk3C4XCojBnz8/PRaJT22ugYyxCD0Y7ki/nl7WUpI7mtbt7Cgo0qwZQGXeLxd6zWGYul/SKEdOwNtJqTy+UKBoPKcpD4lEy7PE9PT+OWieoFTggGg7j5RaNRnKl71MLCQjmZbDab1+v1+Xw2mw31FdQz8ESSJOHeiYO4uSoPAYX7AF+IohgOh5UNJAVBEAQBxUbThTYatJxI2vWrIJFI4I0NBoNo5EBJlpaWnj9/jiK53W6lWkDbmlO+2P/iwecPlCPpXHq/tN/T1TNo0vGwct1cT1ePcmSwb7C3q1c5getmBV8ZjEqQAlneXpZkydHv8Nl9zRanDQgHJH7MzJQGJcnkHbN5rB2VBtDVG+jm6nA4Dm1aTUH7BCGEbm8+X5W/UbQrFRzYP6hIoVBI6UDRPURLKBTyeDxKbwI1n+DiGGlYwWtQef2jIgiC0+kEAELIwsKCKrxREASqYynHz549q1rn1Z5XXReM2hsk+aVgiHwpn86m09k0Hdkv7ZPCi+hXfEF1CKXCcbb7LB1nj1mMEwXVGCbOT1wavtRscdqDx7ObnLWblWpQ0r4eCuRoBT45jsNdFgMOcGPD9tY8z9tsNl1Pv+5RVUMdFsY5e/ZsZQWowdki0WgUL2Fubs7n8+nKhsGPynvlcDii0Sh9qzSfGEG7x1/kLho5kBSIUp/YK+ztFfYAYCu3tby9DADpXJrr5tBuQTWM3tO9aPNgNgxGByDJ0hpZYxrDUXk8uwkArAOFinbMoVCiozfgJorOhWAwqPqU47hgMIiGdBwJh8M4CADlelxpj6JQh70RfD4f+vVxyzSSkoBqjcPhCAQCOFkQBLfb7fF4cB1RFEVRVOkixqXCgAnjlwAATqeTBl2iBQUApqen8VMcTyQSoVBIebuwgzZesjZWtH4Y3/iphoHGjIScAICt3BZ+1HO6B3WLAdMAzrdZbADQ09XD8tYYLcsaWRN3RABgGsNRYUqDLm3toUB09IZQKLSwsCCKotfrVXkECCGSJKGP/8yZM/jo73K5/H4/zqQZB4cexfO83+8/ajICz/OBQMDhcGASx/T0dDnngs1m8/v9NOYR5eR5XpIkFADjGXEE5cH1DUqlWt/4JQCAx+PBO4bKCl4CRmjCgd4gSRKGXirBq/B4PFi/4UgnbQBKDaOcMSOdTe+X9gEgnVMrFnDgGUHFglosBkwDLFKd0WBIgazurK6Tdd7CT5yfYC65I5GXi+GAxFm7mdKgot09FIh+nWmMVNA+ys/Pz+/t7eGOhX20nU4nbnsVcgLLHVVLGqEydbMc2vW1R2nnGJeqFvnn5+e9Xm8VCZyYIltd8mdbgIoFWixAEXWRzqWpGgFMq2DUh3wxL+6Ka2QNAJznnKPcKPvpOirY6HLi6nkWCKkCS0Py/FxfX3u3edOPb8CIBN2PJElSWuaVQZQVTqN7VC1mdiP5h9r1tUdp5xiXqhb5vV7v3NxcFTaDjq8wTX0WuhYL6gpJyImEnNgv7dMYC12tgj0mMgwi7ogJObGV2xrlRqf5aRaUUx1rAhHuJi+9P8yPt6vzvk4Ui7IkBYaH3293pQGq6GsVDAZDoRC+phmbdTqqszFiMmEcCaVWgW/RdLFf3Fd6QDD7lMVVMEiBrJG1dDa9ldviLbzjnIP9SNRC9E5SWslMz/GsjLSKYlH+7W+vnzs31d8/1WxZjgHWD5NxUkAPCKaEgCZgs6erB3ULjNZkaSAdDOoK62Sd6+YGTAMXuYtMXaiRvFx8PLvZazntmrH2Wo6WpncS+Pzz6xbL+PnzV5styPHA9AYGA/LFPKoR6Vw6X8zDgVYhZSTezIPG/cG0irZDkqV0Li3JEikQ3sLzFp438yx24VhIx7OPZ59edHMTV883W5ZWZHNzFgCGh282W5Bjg+kNDMYhqNwfNFSTahW0agWzVbQO6H3YK+xt5bZIgQyYBgb7Bi9yF9lXc7ywgIbKJJN3SqVMJykNoNUblH0TDiUcDi8sLGAnBcyPMBK74Pf7fT7fsQf3HUny9gXzKTo+OrKNUGkVcGCrUJbDQnMFLbXJckDqASmQdC6N6kI6l+bNPNfN2Sw2drfrBEkWoneT+5nSpfeHWUCDLjs7kd3dyOuv32vfEk+6VN9HOxwOh0Ihn8/HcRzGPLrdbiP7mbJL1jFyEvo8BYPBhYUFrIo9Pz/PwkvbAqzwXSGzFDS1sIBlglQEdTV0Km3ltmjoKxoVBk2DzKhQb5YXt8XIDku2rECnKg1w1DrTSlZXV7EXJQD4/f7G79lYN6IFyx/VD9pWFOtmMr2hLaAaQLlaWLR1CCaXgqKGN3WFwMtdQqh60dk+EVUxD1Ig5EtCVQQAsFlsLKqxwUgxOXo3xY+ZvQ/tLASyHNlsfHt78cKFDztPaYByegMaw6kegA0bsegCZg9iPQZQJBNiuwRa0gDbXNHyRFgiCQsqq9CdiYNKRQR7V+JHHMdhZSoUQFkESXtgx6C8UjTq1FJ4itE6UMWigo2B1tkEhXqhbEWm1DBA0/uU6hnQGoW9lU1PQOPi0abOYkRqK0h+ksnLxeX729JKxj1jZdEMFSBESCbv8vxcd3dndvPS0Rvm5uZwe8aQBXjZnOB2u58/f459qAGAqhehUGhvbw+3Ma/XizUNvV6vIAhYvHl6enpubi4QCCjPpTsTFwmHww6HA2st0+dsQRA8Ho/T6VxdXaUCYMVoKrnywLbA4/G43W6v14v3HAcxakQ5jTYrR3ie307uSkVZd80eS9egva9OAjMaj3K/PNSFoVQylL1C4GVVgyJlJABQqh26UGdKOXDX1yVfym/ltpSnoImvCBbVsFlszEHTmmD84+gk5/uo7csW1RV0T1y48GGnKg2gqzfQ2EaXyxUMBnWbL3i9XuziSPc2bJ0AAKIoSpKEm7rT6VxYWMA50WgU7Q20v3a5mTabzev1+nw+bGmBHbZoa+np6WmHw0FN9MrNdXp6WnlgWxAMBtGcAwCEkKWlpefPn6MBxu12Kw0ntEE55cvcf0nE1HoDSRX2M6Vyp5NWMpz1m5z1pSCmgRGTaprt5YcJ9mzRXqgeyg02PlWhMgkYgTUq60hIsvD41iYAXPnwAot/rMzm5mwuF+/ImAYlOnqDsnR05fbTumCDR62ngKoLh86kLaaOeuqqD2wWhJCFhQVVmIIgCFRJUo6fPXtWdbi5/49c/7omlTYvF7fiuZdEShX2kgWlOrK1kVte3AaAvFza2sjxY2Yc7zF3Uf2j95XTgwfKB2ftZn9cOoDOjpxgGEGKyauRna2NnGtm6KKL/TBUoliUU6m7AGC3f9RsWepOXaJasOHkcc3EZhkulwvjJzrJoz83N+fz+XSVM47j0INDRxwORzQapW8xzqNGAXotp6uzJSgVjnymlF7PoqqxnymRVAEA8nKJpAqD9hfKBDVpUEvGgN3EgqoYjNZEisn4tDBx9TwzNx4KlpE2m8eGhm40W5ZGoPOHG+MN0TsQDAaVH6FPoTIY6h8IBHBXw2IDNc7kOC4YDKL1Xlfg9m0OiUYXAJiensYRNMAkEolQKKS8XkygwLskCIIyCrXxqBSOys8i0oH1IhGTUb2gzhRUMtBuodItWIgGg9F4mMZwVLDL5fnzVzuj94QRdPSGUCi0sLAgiqLX68U9jIYrGtmeeZ4PBAIOh4PneULI9PQ0jfWrbiYhRJIkDFk4c+YMmig4jrPZbH6/XxAEn8+nG4TR+qCtBa/a4XCgWob3XJIkbWgnBpF4PB6s39BweauE/vWp8GcoHc/uyyVQ6BZbGzmoqFgwhwiDcYyIkZ3VyC5n/SbTGIyDSsPw8PsWy3izZWkc+nWmMctR+fRfRcqf8X6PlWfOz8/v7e3hNilJkt/vdzqduNeewERETJE1qMN1ElSxSG/k8s+KcKBYpOM5ztrda+mi8RaDo3295i5mrmAwjJCXi+sCWV7c5scsE1fPM13cODs7ke3tRZ6f64DW2EdC38GMIQXKkSq2Z+NFFA6dieUiqEjKyM2jStXunNgK01QJ0H0SovEW6Y1cej0Lh2kVzFbBYKwJRIrJ0oo8OsmxXIkjUSzK29v3M5kVu/1hZ6dO6NIefa2CwSCWsgZFmiiDYRyMsVDZKqSVDKaHoAeEZoUwIy2jgyHJwmpkZ32J8GMWftzCEiWOiizHNjdvcdzkCYmC1NIeegODUT9IskBSBcwKgYOYzbxc2s8UOWs3NVSwoApGW5OXi+Kj3bUoAQDn1LlRF8cSmo4KNTO89trNk+abUML0BgajErqGinQ8hymmaKg4O9TNWbtZRAWjNVkTyFp0b2sjNzrJOaf6meJbHczMQGlCH20tdeqs3algyW1lAAp25dCGPmhnlmvDrZ1ZYVkGgqGa1FChUinQVsF8H4ymkI5npZVMej27tZHjxywXXRz7CawaZmZQobZThUIhg/sE9tHG6guY3RAIBKrbYHB/quLAk0YwGFxdXQ2Hw+FwmAaTYg4qNu+gKam6M3XbcOvOJIR4PB5sZnb27NlymbQnHGpd0HqIaZwmppWSVGF5cZv5Phh1JS8XpZUMhjoOjJgGR/smrp1nNrAayWbjT5/Oms1jJ6EQpEHU9gYsxGQkFULZxtr4UQxKhTpX5cDWVk6nMxqN4t0mhASDQfwusOkXamDamXBQgxL/x6am5WZ6vV4sj3FcF8tQYsT3wQwVDIOk49m1KJFWMgDAj5kHR/tYqONxkUzeIWTppJVnOJTm9NGm/Rfop1j6Sdlom5o9VEt1BliO86gbszbvlBp74GVFRDuzXBtu7UwsOUUIUdahYhwjqAroKgTKIM0KhgpWo+Ikg9Ys/PHY2sgNjJhs4xYWuHC8YC9sjps8mZmWlWl0H+233377008/pYdgHWt82JUkiSZbLi0tLSwseL1e7VINujF1JhwO00AQg320KyCKYigUQl9DhTnKt6iolZvJcRz6KVAvbKPalO0ON/TCZ6H7yCgdVOlWRlSQVKHHfFpZowLjNIHZKjoFlaLAWbsHRkxnh7ovujmmOB47shzb3l7s6jJ3di/sWmh0H22/319uH0ItAQD8fj/HcbiP6i7VASQSCRqIYLCPdgVQJ6isVGnbcJdjdXUV3R8cxxFCzp49OzNz2WI5BQDd3Vb2i9REKusBVKvYSxb2kgWVrQI0HhAWV9HKSDE5vZEjyYK0IveYTw/aTRxTFOoMagwAcP78VeaYqECj+2hPT0+7XC58iqUdrZQEg0FqzCi3VLsjCILT6YQj9tGuAKogaJjBCAbtHG0b7nLYbDbq0eA4bnJy8te//uW/+Bd/VCikVDNzuTgAmEwvBRibTCPKt93dQ93d1oPXTO2oI5W1iio6gBy6JuNYkGIyeqawnSxGuqBWd9HFXbo53GwBO59CIbm5eQuYxmCMRvfRxo1NEIRQKOTxeFQNNkVRnJubC4fDdOcz3pK7jYhGo3hRR+qjfSg8z//+978XRVFX0zLehlvlwiCEnDkzMTx8uPZWLMqoSVByuY1CIVkoJAGgVMpQzaNQSJVKslLhUGobfX2jXV1mYHrGsVK5UDcchFYAQHojRxULbI1IC2uCQreg3pAKazJU6KoI6GDC+8n6yzeYQiG5vb0oyyss+NE4je6jjW89Ho+2SgQhxOv1YodMI0u1L06nk8aTGu+jrYuyoTauU+4WGW/DjXGvOJO20TJyXadPW1S/eEZ+D1XahizHstl1eFnPyGRWzOYxfE01DKUlg/3C1w4NrTDStpR6Q0ChXtBuIABAgy0Qm2LNDt4alUYdAEDlADR9UpiK0ApQjeH8+avDwzebLU470eg+2oIgzM3N4YYUCASUBwaDQQyNxOjI6elpqkYc2pK7vfB4PMo4D+N9tJWRqni4w+HweDwcx/E8j2W4UG/QzoQybbh1Z2L5LzQIYaBD/e6GStuorAFks/FSSQaAQiFFLRm53AZ6JXO5eHe3tavLAgr1Ahfs6rKwgi21Y9C5Tk0XAEBzQ/AtOkeQdDzXa3lJvaDGDIrSqkFpjHmDKgEv3h7kzSJYj5y+xtBUYEEk7UA2G9/djTCNoWqa00dbmdhZ41Jtyvz8vNfrPa792HhhR+NtuMtVlmwLqHohyzEcyeU2AKBUkguFFPpHurutB96QF3YLk8nOEq6ahVLVoFBt4+tpit26HFjJABkYMeF2TsnLJaq79Ji7sGZGOTD3lb5VKTFMJ2g7dnYihAgAwHGu/v6pZovTrrD+FM2BEDI3N9d5oRvtAnWOoN0CXoRcZAAgl4urFAtmsWAw2ppCIbmzEyFkyWIZO3duiv0i1wjTG5pG5xlROolCIYnRFbncRrH4DA4sFoVC6vRps9IVQs0VLMaCwWg10MBQKsnnzk1xnIsZFI8FpjcwGNWAHpBSKYNRnGiuKJXkYjFz4PX4WqtgtgoGo5EwA0NdYXoDg3H8oFZBnSAqW0VXlxl1C8w4ZVoFg3EsFIsyIYIsx3K5jf7+qXPnLjMDQz1gekM7gbGKGNLIOnpNB8UAAAR+SURBVFy3L7pahSqu4vTpV9BiwaI1GYzKFApJQpay2fVcboPjJjnOzRTxuqLWGzABz+BuhIl/2EkB0/lojWpGPcCbjJUesLoDi6zsMGjAJvWDYI0s5v5gMFRks/FMZoWQKABwnNtsHmO/Do1BXb8hFAoZfIoNh8OhUAiLMmEFgkAgwB5/6w22+AKAKkqAM1ofWs1CN8oS80tp7QqV+0OVAMIMFYyOJJuNExIlZMlkGunrG+X5OVZVtsFUX61sdXWV53nMCFA2zGQwGHWiwuMUNVTkchuyHCuVMrQWFro/WPYHo30pFuVMZkWWY7K8YjKNWCzjrL11E9HXG9CPTvUAZZkmzB6UJAnLUdNkQux3QGtDYSUiWl8Iy0ZVLoTMYDCqxoihArM/0FCxvb3I4jQZrUyhkJTllVwujgqx2TxmsYyz8o6tgI7eMDc353A4RFFUViCm5gS32/38+XPaspKqF6FQaG9vD/UGr9eLRQm9Xq8gCFimenp6em5uLhAI6DbmPplgSw4soY19w2khbRa7wDhGqB7AcTpGQRqniTmlNE4TQyhU7g/WbIxRPzBkASMcu7utJtMIx7ms1hlmWmgpdPQGGtvocrmCwaDuNu/1etG/Tvc27H0AAKIoYsdLAHA6nQsLCzgnGo2ivYFBCQaDPM/Pz8+fOnUKFYilpaXnz5+jqcbtdjPXD6MBVPBZqNwfoMn+YLYKRo3IcgwzJwuFFIYs9PdPMT9aK6OjN9DOBQ6Ho4rgO2zwqN3wfD5fFfJ1NolEgt5t2mtUEARUsI7aEITBOHYquz+U5bqVtgostalNAAEWrXniwUqsshwrFFJffpkqFjMWy5jJZGfJk21EXbq4ejweZmM3QoUW1RzHGW9gzWA0BW3ndBWquApttCYcKBa0XgXzg3QSVEvAjOJCIYXeh+7uIYtlnBkV2hQdvQEDHgkh4XA4GAwqP6LPxBXw+XwulwvzMwEAeyoek7SdhlItwN7icNBHO5FIYIWGpgnHYNRM5bgKeLlct9IPorVYwIErBJhu0aqgmogtXXK5DdQOTaaR06dfYVpCJ6GjN4RCoYWFBVEUvV4v7mEY2Gik+TJODgQCDoeD53mM+KOxfgwVGA7p9/snJydVeoMkSeFwuNkCMhj1he4l5RQL2hI9l9tAVwg+ucLLXdGBqReNAp1TtDOLKt6Fagnnz19jDqlORb/ONCEEyxjTEUykPNLSrN+jEQghxv0RqIGhD0j5msE44aCtAhT9S6l6AQCZzIrZPEYnUw0DXo7bYA/ECG0GS5UD6mVQVhhjRUtPLPrxDRzHqUwLVRjMmdJgBGXRCwaDUR10yz9076caBhxE8uNrrGkBAGhpV+oZ8LKqoXuiVrZt0PBVCr3qctoVTb5lfVIYWuoSF8moH6IoYtBJFRYgBoNxVAODdtPFOt9K/QNt9SoymRUA+OY3rRilUQ66QxsB27VXmIBKj+5JacYswrw5jKphekM74Xa76Wss8NBEYRiMk8ChOSNVo9Q8qobt+ozGw/poMxgMBoPBMMr/D3OGuRHzfUb+AAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ITABRESULTCHUNK\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "CLIENTINFO\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "STREAMDATA\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "OSTREAMRESULT\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "FDAREQUESTMETADATA\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "FDAREPLYMETADATA\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "BATCHPREPARE\n" ] }, { "data": { "image/png": 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Vm3Jnbx0JG8Oz9fXPVbELK/E42mCHnU6L1YrhDs7x8RVRLOcV7rPZRsbG8HdkM5l8tr4uuN2Gg+VkaPoKTRegTpdQYZxdgiFXrl2j8Qexu3clUQSA83a7tLhI9xH6O1IPjiWt+RUqL6ut3/DRzIxzbOy9+/cB4Onjx/mX67R8IYpPHz/OZbPv3L5NB1dE8bzd7nK7AWA3nb7zzjuTs7OG+aYrojg8MqI212hGDNfHac+SSfW4yQPNXBrakV5zOvGjzx48+Ghm5r3791GL1MtsyKO5uWfJ5Js3b1qsVrTWVp7fFD57+FDvLTvy3tYP/Mmp/Btl/qer3nz28KFzfFwvbetI2BgEt3tzbe321avn7fbddFqYmKAX+979++FAALWK15xOwe1OlPlFmJyd/WhmJplI5BXFFwxWGCxH01dougB1uoT2uglNv4TJ2dnYvXu3r161WK0Wm+3nN28CwLDT+eaNG3feeUf/O6JBEsXPYzF8st9cX//Z5KTgdhsOHvcScJFnyWTs3j3LwsLf3L9/gjfhzIsXL86cOYPxDZvJZDgQqJD1Mff222/evPnJ3NyH//iPdPDDmZnhkRG6IUmiqJlQbqZ+xHB9Ou2zhw///le/wj/cJg+kVLi02N27O+n0dCikHqH7qF5mPXjJf//pp0cW92gu0y6XPpDlyHurwWS0jhk+nJl588aNygqK+Z+uuooKANMu13sff6yXtmoJ9eLdn5393//u71o2LnLm4cNlWf6vHQ58m/5P/8n+ox9VPmT3+fP07u7H16+P8zwAuCTJCsDTT5PJ805t1KFmUAbIAqwIAgDE43d/85uHlteufO/7ffhp6g9bQz8c0KxgOFiOI1f4L9/m8s+WfvrT6x7PLVmRH/7+4Q/g/A/gle9mJv8w5Pyh9nCjwbICNHuFcjPV49/A829g9/rr13kbH7+b+s3D/89yBb7XdzhzKzk0oP0eDQfLylDbCuVm1riCZrAgwcEu/K8rAgBIkqsI5wkIlZf9f5Nb/5XT7I9ijdR+LsMV1INdkLsAS3/+59dfsjegmXEzmRzW/TLDYZSm4HbH7t17GouVU6BeGxnJV1VN9sj1f379+q8XFvQWBTOCVbi0p48fv/eyLvbG5OTf/vVfT87OmtQDfv3gwc9v3iw3eTOZzCuK+sEaxcBx3IeSiYTFZqOyHTkhpyiYNP+a00nPqz+KjsNhalA5yt1bKj+eaDOZzGWzKA86wM7b7SgA5u1oXpe7dr0xHxc88oarf7rUS10YGtKcSyMqFUwjj/oaAUCdUmg480iohPrvSC1wPpvVi9cW/Kn+Y2/v7su1IM2QBfiP9I3TaVCSxnBQRf7ZEn19DuCPG/+PZoLhYDmqWOEb2P0Gdr+b6QRNIcVyg2UFaPYK5WZWXiG/pJoJzj/q7pbhYFkZaluh3MwaV6h8eDfsXoTPKi970QkApu9CbdR+LsMVDAdf0hsuDA39/Pr1O++885OJieHRUU11zKexmODxAIAwMbGWSJTTG369sHClTDwUAGyur6u97Lvp9PDIiMn1f37z5t9evfrmjRuaP+VmBCt3aclEIp/NavbUC0NDWM3GpK3+2fr6ZJlI+Njdu5vr68MjI8nl5Z9NTqJssXv38KqlxcXzdrvFar1gt0uLi8LEBD59HjkBfS4AEA4EqJ1DfdRrIyNoQXk0N4dBOr9+8KDCJZS7t4/m5vA7+uTOnfc+/liKx9FpvZtOT87Ofh6LXRgaevPGDfT1vH37NtrTPpqZ+ftPPy137S63+9cLCzT2GM8Cqj27AuqfLvVST2Mxzbk0ovbZbIby4HeE9zaXzSYTiclbt8rNNAOVUP8dqQXeSaU04pk/RbOYdbtppwlKvlj8n2Oxwrff/vVf/IXnxz82PNA58N3zysevv67/dPfbb/+X//yfAeC/v3jxJ1ZrBQFcrkmHoxr3mST9anU1/md/9urk5N9VcTgAcJwdAAYsA9dfv17dCjXy5fMvf/vPvwWAf83/6+6u7qbIMGAZAADX5AXHeHN+XP/v/yPz7J9yr/1F33/7Pww2RQDK669/3JTzHhzkZfl/AoB/8S/+zSuvXGmKDN3ddm18A5a4SiYST2Oxzx48wEwS/EhaXHzv44/h8HF8J5Wie4y0uLi5vg4A6MtBH89xqbA+0mezvXHtmv6x+MgDj7w0PWbKZRxJMpFILi/f/uQTAKAZ7SgblhxHgdH6PTw6qg43qzwB1wSAXDb79PFjugerjwKAzWRyfXn5/UeP+my2nKJ8sbhYTlTDe7uZTO6m0+gYGx4dfRqLUaM6vhgdH1+JxwFgfXl5ZGxsLZFA59zI2NizZLLcta8lEugwWhFFOFQaKgSmVPjpwqWSicTnsZjmXBpRy30Xm8mktLiIt+jIb+1YEhp+R/TaKSflRmkA2NNSw914vPDttwCQef4cnREVGDdSj+Y2N/HFXqlkOIHCcUMcd+z4skJB2dgIAMAf//hVT49tcNCs8VxP79le3nbENdaJJ5tP8EW+lHdy1V9C7XBD3dxQExQXkio++6ccADz7p9yA09Jra2ZzJZutOUmVqdR3T93ffPPPzZIB9HGRcJhJNXnr1qO5uV8/eICPrRgmSvOvMDmbblf0OfhINI5z/Gt75PoU+lhMR0weWO7SXnM6AUCvaqwvL5dbRA/GQurHsVAovsbwVCob6iV4UnzOtrz8pHXkBDSk5xUl//y54VEAIMXjwsQE7ohHPtEa3Nt4fDed/nCmbMdYwe0OBwI5RVlLJN68eTMcCADA5tra6Ph4hWv/merxPXbv3rP19b//1a8qCFbhpwuXqnAuSrk56ltUeWYVEuq/o591VrxkipCHv/nNXwwPb339dXWtMlPF4uPd3ZHe3n/+9luRkNvDwycu5NLSAwB49dXhr77aXF2N16I3NAtpRyLfkFd+8EqhVNhQNoQLR7jVO5Klhe0ea1df/9mvNovS490rNy42W6JGUyopu7uPv//9C9/7Xt/XXy+WSsrZs80x/FSq3+Byu2kG51oiIUxM0OTsN65dq1BHtgpMrk8fi497oAZ6abgx4CHJRGLe7wcASRTP2+3mEwp+4nZ/buKk+rJc1ZFTlA9nZj6PxTbX148sP54zHWuiv7cAIExM/M39+/Sf/qifTEysLy+vLy8PO50jY2PJREJaXNQXCix37a85nW+///4nd+6YFNIMZu4znWN55ZXKt6i6b+1Y31Fb83/5/T8eGvq3P/vZ9Z/+NJnJHPfwbKn0qx/9aMxm+99++MNr58+nisUTl3BwcPTddz/96qvNd9/9VW/vKye+fgPoOdvz7o/efbX71X/n/HdcN9dscZrDoNPy7qc/euXPf/Dur35UeF5qtjhN4OBA4fngv/yX/+O5cz977bX3m9jL+yW9YTOZVCfuY8QWAOQU5QtRRDs//vv5zZu76fRJZfkfa/2f37z5hSjirm/+wHKXBgCTs7NPHz/eTCad4+P5bPbR3Fzs3r1y8QqGTM7O7qbT6irieC7n+PjTx48xi/e7FNgyVcqPxReiaLFa37l9+0iLiODxfCGKKICZL0t9bwHgjclJdRayvpgHAIyOj38ei6GiMDo+viKKFqv1wtCQyWt/5/btNyYnLVZrLRUvjjxXTlHKzREmJr4QRXppyUTiRL41898RHN7JdmSI42y9vWlCnAMDtzweQ0dGZZx9fUPd3eliEQBuDQ0NdZ+8AfzyZXdvr43nxzhu6MoVs0bEluIydxnVBa6H8wx5mi1OcxAmL6Bvghvq9tyqVzmEVqa7e8hmG8/l1gDgwoVJjmta4pU2n+KTubn8nTvn7XZ8zKLVDn7ycm5Yn8125dq1FVE8kSz/Y62Pj8WfPXx4rAPLXRoADDudb9++/dHMzMjYmMVqXXr8+OfXr6vzZbG/CH2rT2Xss9nef/Tok7k5TGrPK4rFZqNV82gW7+Ts7IlU/xgZG4vdu4fug7yiOMt0AcBLe+Patb+9evU1p5PGn1ZAfW8BAGMeUf68oggeDwZOxu7dowGDP3G7P7lzB7N7R8bGwoEANiw41rW/ffv231696hwbq5z0UY5y59KIWm7O5OzsR7/8Jc20nrx1q/Zvzcx3pBGvigtvEda3tqrQGNRkDw4qRzYwAIAUSbNFaDIkdfLmqHakr+94FSFPnJfqNyA7qdRuOq3O+usYKl8aPpHvptOxe/fef/Souj0eH1g1g+VSW2vB/Jo7qZTFZqslYl9zUce6nHpcu/lzmRlB9F9c7ZIfuYJmQovXbzBEXF1NyPLtt96qZZG/+g//4R//1b86KZH0yHJiZSU2NRU6emoL8/DLh9cvNSebo0WQE8pGQjmdxgZKKnXXZhtvYlAkGMZFXhgaql9RzOZS+dLotoEV+KsLdDc0wNRj4zS/Zu3fpuaijnU5jdQ+9ecyM4Lov7jaJT9yhQ5QzdcymSPTKCqTUBQ3V1+ffSazPjjY5Ee0Gsnkjh070nkUsgfNFqH5HBxUUx7pZGlmKkvL0kapcQxGc1lcW7t5paY88oSiOC2Wk5LHkExm7cqVm3U9Rb3ZP9jH8gmnmcxabnC07+h5HU2xmLZYmvy8wfphMhiMKkkRYuc4W29vLYus5/NjdQ5ukOXldky/VLOhbPSerek+dwa91q5mi9BkDg6aln5J+c7eMO1yNVcOBoPRdiwsLbkvX65xkXSxWI80CgohqXZXGpBBS5OLJDadrfX8lZunrmyDhlKpNfwUL168aLYYDAajzUgRslxzRGRCURpgbBgYODqZqMXZym+5Lpz2p7uCctDcMpGtQHf3CdQyrpG6fAfhcNjtdvMvR0v5/f7p6WneRAiV3+8Phdo78rlOhMPhDVUnIf39JIQEg0E6LopiPB43XEp9h0VRjEQisizzPO9wOPx+P56L53l1bD8dqSCG+Y8AwOPxVF5Nf0VVn8XwJjBqYWFp6UZtkQ3QoOCG5OXLbf8DQIrk1FZ8ouxnT2O5JzWKkujqqtTDpTHUJb4BNyHNoCRJhJjKP/7ggw/qIFQnEIlECCEej8fj8TgcDtx01ROi0Wg4HA4aNYz/4IMPDO+/z+fz+/0ejycQCHg8nr29PXoujc5BRzRiCIJAxVB/5HK5vF6v4UcIbvYVVit3RVWchXGyoLFhUqi14PFyNlvvZApZXub5ZiatnQg9Z3uaLUKTKSglzt6chl4tRefYG/AJtbKRQBTFEznXKYfjOPr07Ha7HQ6Hz+ejn87Pz4fDYZ/Ph/uo2+2mkz/44IOpqSnNk3c0Go1Go7Isc4d/u71e73HF4DjO5/NRMdQfCYKgllD9kcnVNFdkeIjJszBOkBMxNiilEgDYztbR8lwoKD09zX8+qxFZkVlww1Yyz/QGRTmZGs01orU3oFVAlmX1Nk8IEUVRFEX1A6skSQAgy/Knn35KCME5+idaOkjtDXigJEkaTUKSJPyIYRJZln/4wx+q3wKA1+vlOE6zy5YjGAwGAgGutgc+QRC+/vrrWlYot1oVV8RoAMlM5qSMDWMVG2fXjiwv83zZgqrtwoaywfSGQvag59QnU0DzWnGq0Wr6aDngOE6SJI7jRFHEpzd8gPN6vfTZ1O/3T01NBYPBS5cuffnllwAgy3IoFBJUf03wERCPdblc8Xjc7Xb7/X6cE41GBUGIRqM4UxRFr9draGPvVAgh4XB4fn4eN0hJkvD+A4AgCIb2GzpHr97Nz89PTU0BgNfrjcfjajtEOb744osKViK1PAAgy7JgtFUEg8Ff/OIX6otCqWRZnp+fn5+fL7eg4anVq1W4ohrPwqiaFCGBaDRozi5Vmfjenqe/v/Z1KpDJrLV7xSdgQZEAAJBZy/U3o393S1EsppstAoChn2J6etrr9RJCcFP3+XzUDID7HP2jHI/HccMz9FPgX3nDx0S0Kk9PTzscDji0PaCmQgj5h3/4h5O8xJbnD3/4A74ghCwuLr548QJvvpmAPgxmxNfRaBS3Uryx6o9OnGg0Sg1OXq83EAioRYrH44QQdIKYcRmUW63CFVVxFkbtKIVCIBKZdbtrbEgBAAlFyR4cNCC4od0rPgELigQAgK31/GXPab8JBwfZVrQ3AACaEziO83q9NDQdvQyEEBo3BwDT09Pl1vX7/V988YUmsp2Cf/3pHhCJRNAWTc9+SuA4Tv8EL4oiamOGD/dqO4QkSW63W5IknufRbEMfu8+dOxeNRtWP3YacO3euQrCqxuah9iJ5vd5yz/H0KFmWNeGx5YwohqtVvqIqzsKonbknTzyXL9deswEAFra3b1ysby5+oaAAQG9ve3fMkhWZt7HYXiDp4qCTFYtsCXvD0fkUhBC32z0/P4/2AJPrCoIwPz9vxlROz2Jy5imB4zh9TooGQRCooycej3u9XppE4PP51Kb7cni9XjPTqiMQCPj9/qq/WZNXVONZGOa5G4/bentrD4cEgISiAEC9e2AuLT3ojOAGZmzIJHMsKLJUUlohmQIM9Qb8E4wWYI/HE41GMSrtyIdXUG3/GAPPcZyZJ7+pqaloNIrHsrQLt9vt8/ncbnckEqk8MxwOS5KETqVoNBoKhdyHBAKBP/zhD0fezFAoJMuyWr07wfvvdru9Xq+ZHxs95q+olrMwzHM3Hq+9yhOlMcaGtbXFznBS8NbTbm/YSuYHRupb56P1yWaXLZaWqGBmoDdEIhGs2uT1evFPtiiK+KJcvoPD4QiHw/TZl4KZ90dmSQiC4PP5sKZQuTpFHYksy6gcqLUrvNXRaBRDAjWgLx+/oHg8Looiz/PhcFiTP8lx3C9+8YsjNQ8MgCWE4M0XBOFk41JDoRCNUQCADz744IyKCkEJx7qiymcZ++lPlULh5K7p1KEUCjMPH2b39+9fP5kmzg0zNoyOTrS7kwIAtvJbg32nPZkik8w7xtv+q6yRXG6tu7slWlWf0RSZxgc7QRBwL6HjkiQZutvNTzgSzNQ4VfENLQVqh82W4sRIEZImJLGxkd3fTxOSzGScg4MjAwOv9PaODA7aOW6I/aSZICHLd548uXHlSu1Zl5Srv/vdx5cu1bUnBQD8+39/1ed71O56QyaXWdpemnIYPEKcKubfTl6///opLzL95ZczdvtsX1/zm60Yfw36/ftInaBGpQFUYZKMptBJSgMADHHcEMeNq36olEIhubW1nskkNjbWt7ZQk7BznLWnZ9zhYJqEHvRNBL3e2rMnKLGdnTGbrd5KgyTFOsPYIGdlZmwoKCUAOOVKAwAUi+lWUBpArzcIgsCe+Bkdia23d5znK2gSaULsHEc1CVtPzwnul+1FTJIWlpYmRkfvX79eY5tsDQvb2x9funSCCxqytLRw/frH9T5LA5B2pOuXTsY91L5sJfODztMe3FAsplokKBL0egNLYGOcHvSaBAAkZBkdHKhJWHt6UJkYHRy09vaOd7pVDDWGMZ7/+Pr1EzfANMzYwPNjHNcSnuBayOQyA5YBlkyxkVCY3pDPr7dIUCTUqR8mg9G+6DWDZCaTJmQtk0kTci8ez+7v2zmu80Il6qoxAIBSKjFjw7GQdiWHzdFsKZrP1nreNXmh2VI0mVxura+vVSqftqjeQJtuG7bkPs1gmSOe59k9aRjOwUHn4KC62BENulQ7ONAyMdTfb+c458DAyZr36wS2tUxsbCzLsvvy5TppDMi9dHqC45ixwSSFUkFW5LeGTybxta0h6SJ36itM5/PrFy5MNluK72hRvYE2wYpEImyPpGAzC8zSDIVCJntXMk4cfdAlqMwSyUxmYWkJlQkAGBkYAIBxhwOMjBlNIZnJxFdXl2UZAMZ4/uaVKyGjpN8TZG5zEwBuDdV9O+8YY8MaWRvlWuX5solkkjlWuQEA8vlkiyRhQiP7aGvmVD6kiupDZmRoKaroH+H3+zFbdXp6Gusd1Uk2RhXozRIAkMxklP19DL1ME7KwtIR5HHCoT8ChSlE/f4faz5ImJLu/PzIwMO5wTLpcjfGwoNJwe3i43ifqGGMDAKySVbe9o1KcqkNezg6Onvby0rlc0mptocqnWr0Bmx1gr0WamEcIwdpN6mwLLNggy/Lvfvc7WuoRJ+jnU/sBzpFlWXMIXQ0AeJ5HMei50DhP5VF/ilUHNOurT0rf0kYGrZAzgvUQj1XlUH1pqHDUXjODUW9QRdCbGdDTAQDo7MAiEwCwLMtjqslUtwAA9ICUO1GakNRh7xhUDgAAC17ZentHBgaG+vvHHY7GGzwapjQAwMpKbGqqExrqkiIpHBRYBiYArMbJVLAlrHRNJJ9Ptk4yBdSpj7Z+fiQSoV2PQ6GQ5q0gCHS1QCDg8/lo020ACAaDgiBgc2RUR/x+fyAQwE89Hs+LFy/0C/p8Puz7jB26ZVn2+/14SCQSMezS2Uii0SjWhzbfR1tTdhPVu4YJzDhZhg6tCxU28oSqQcl6JpPa20upusoZrKlSLFokwKKRSoMsJzjO3hnGhpWdlcvcCTQPa3cyyVyvrYsFNxSLqVZog0mpSx9t/Xz6Eb6gT8nqrZGuZigPALjdbmx7oZ+jWV+SJFmWUZNwuVzYD8ntdreOF2NjY8Pn8+HGb7KP9p5uz9j59tu7qZR65JWzZ0csf/IF2ru76x2GxqgfapWiRQIjjsXc5mYyn//E2YhKNYSknjy54/V2grGhUCrIWfn666e9bAMArMbJZXcnJCvVSD6/fvHizWZL8Sfq1UfbcH5lyq1GfQqCIJRrzK0hEomo/RoAgB2S0KkRCASa66cQRdHlcsEx+2j39/drZlq+9z11kf90sZgqFrH4P77NHhzga+XgYD2fH7FYbF1dOILqBdUzbF1dzr7T7kRknCAL29vJfP7+66834FyFghKJBK5cuTE42BLV9GpkaXuJt/K9Z5tvLmo6a4vE96gTvtNaKJWUYjF99mwLFT89Oi6SEOL1enmedzgcZrbb486vE16vV2NdQAtEJBLxer3N7boZj8ePtHxgH2216iAIgrrplyRJQ+fPC1U1B0rmcsrBAQAkFAX1jPV8HgDSxSIA2Lu74VCxgMP+Q0yxYJgntrMTJ+T+66/bztY9Y6tQUB4+nHG5JgWhVbLUaqFQKqyRNZ/TwKp62pATysCIhZWXJkTkuIlmS/ESBl+Juo92OBymfbQBwNBHoDn2yPmEELU+oXl7pDzqjwy3f0IIphtQuwINt8QOn03P6nS5XBWaSOH4xsZGJBJR6w2YQIFZGBh3UnVQJNUAyvUkpIrFej6vViyS+bzTYoFDrWK0r8/a1cW8IQw1C9vbDVMaAEAU7/H8WGegk4B3AAAgAElEQVQoDQCwtL00yo0yYwMArIrkskdrZD2FECLa7bPNluIlDH6xI5HI/Py8JEk+n8/tdqsjCgkhhrudw+Hw+/2iKOKGbThfPcfn82neVhBRIw8A8Dzv9/s1aRGaBbGrJwYPTk1NcRwXDAZ5npdlORAI1HDHTgCv14u3SN1Hm0aN4DXKsqxpSg6H3hav14v1G+onYWXFIlUspovFdLG4lstlDw7SxaJycJAtlezd3fbubmtXF7o/mInitJFQlDubm2M2W8OUhidP5gDA47nVgHM1AFIka2Tt3R+/22xBWgJ5WXnrdiMialuZYjF1cKC0SDsrSr36aBvONzPHEAyVOFIe/aDmsV6T3tlEQqGQz+erQhLMJm2FVFI9SqmUzOcBQG+ioGYJ1C2YfaLDSBWL91Kp7MHBrN3eMGVxaWkhk1mbmmqVYOfaebL5ZNAyKFxgydUgxXYyyTzTG7a3FwDg4sUbzRbkJYz1hg5rqdyCEEKCwWDr5HfUG9QkqD6RLhatZ8/aurrQ3zFuszHjRJuilEoPtreXs9nJ8+cnLzSuiYAkxVZWYtev3++AZtlIJpeJylFmbEAi/o0rNy8OOk/734Rk8m2eD7ZOpUiE9dFuDhzHeTyeZkvRONDfofF6oL8DQyjUxgl0dmDwhNNiaYzFm1EFIiH3UqkJjmuYYwJZXRU7TGkAADEtsm4USEEpba3nmdJQLKYAoNWUBtDbGxiM5oLODswpxeAJvaeDKRNNJ5nL3UunAeD94eEGe50ymWQ0GvB6g52RdYmsklVpR7p+idVsAABYWtguPC95brXcftlgWtNJAS3b14pxarGdPWsYjJlQlOzBwVoul8znsTYAC5toCqliMbazs0jI+8PD5fJx6kdHKg2kSMSUyJQGpKCUpNgOK9sAAITEeb4VS5kxvYHRHuAW5X7ZiYb5oglFSRWLmrAJltNxsqSKxUVC4oQAgIfjPv3xjxsvgywnnjy543bPdpLSAAAROeIecnPdzEEMALD0YHt0gmNlG1rWSQHMT9F2YD4F6y1eAapMAMB6Pq/JEWVhE8dCoy5McFxTjDqFgrK09ECWl99663aHKQ3xVBwAPEOnKNqpAgWlFH4n6XvkZHpDyzopgOkN7QU2wXK73Vi/gfXRNk+5sAkAYMYJPS2iLiBoZhgdneiYOg0UWZHj6fi0s2zB/tNG/G4KAFhkA7RqJgXSBnqDpmlWm57iRMDi0/g/lo1qtkRtj8Y4AQDpYhEtE1hvG/0jp8Q+0VLqAnS0mQEACqVCOBn28l7WLxthxgZKsZiS5YDT+UmzBTFG+/UQQrCbJU3IxGJKtFQzHLa7xN7WHMfxPK+up0RLLeGB2OAKR/TVkfFTzbnUh+BrPFY9DQc1NZ2wNhQ14JuUyvAULYhaPPpFVF1qmoGggUEf30c1CYzHXNjepv6OjlEpkrlc+ptvaNFPVJjGbbYgz7dChCk1M0xPt+hfzxqJytErF68wpYHCIhsoOzsxjmtd15X2G3K73bibYisEjuP8fv/U1FQwGAwEAj6fz+/347goil6v1+VyYdVnWi3K4/GgDQNLQQNANBrF/Zvn+Wg0SjtO+Xw+LH3o8/lEUaTVo/EQ7OIdiUSwCYUsy6FQSBAEv9+PixBCaIMov9+Pm6i6cPWRUpU7RaNuPmDxbEII3ltJkmi1aUEQNPYP2p0cwRLaDRP1tGFYcAJRqxTpQ68HxmOCqh8YBlJAy3Qzp1pCulhMf/MN6kAjFgtmozQ+M6IC1MzQYXkTap5sPuG6OVYakkJSRdb9EimVFEIWnc5HzRakLFq9gW5OhJBwOIzbWDweR3sDNpeiXZ6npqYq77IOh8Pn801PTzscjng87na7XS7X/Pw8nggbVAIADuI2qT4EVL4DfCFJUjQaRTsHPYsoiqIoouRovajcvKryKRqJKIrYqcvlcqECsbi4+OLFC7wKj8ejNqjoO5J/9dWzhw9n9MsODIyo3/b2vjI4+NIIx9k5rhXdZm3BkSoFAKzn82u5HACgVgEAysFBulh0HmoVevVCz5HxFrSwN4LRG+q32EgdW5RhmslQd/e4zdZSWoKGjjczAMCTzSekSFjipZqlhe0rNy4yYwMAbG8/4LiJlmqcrcHgS0K7PSGEblTT01WG7eDmjf/jFkj3+0gkgk76CofowS7YGlcCaiT4muM4DBukD+6VpWouKKQkSefOnaODoihSzUw9ub9f2xru1Vdfc7v/rXqEkBQhafVIJrNeKDzf2EjQka2tdfq6UFAISdNHOqpw9PcPcZwdX/P8eDXXdiqh+3HljVmvXmigW74ZqAqiP3WLmDpMchrMDACwtL2UyWeuv86Uhj9BUkXWxQppfWMDaPQGQojX6+V53uFwGLr5OY7DjRnDFGo06VOHhXn6+/s3NjYqz2k7673f79ffBwx+VN9hQRDi8Th9qzG6HB41pDEkmN/1Zfk73YKQ9N5eam8vBQBbW+tLSwsAkMkkOc6OZX17eqyoVVBLBjNgHAuT6sXpgZDUykpsbW2xs80MACDtSKtk9frr11mnbDXxe6krNy42W4qWoPWNDaDRG6LRKMdxaDkv19saJ6AhXf8p+h3MgB23A4EAbn5Yk6DyIajWCIIQCARwMkY7ejwer9eLS0mSJEmSZhs2LxUhpMFxkag0qG8m2k42NjYikYhmHINOeJ7XR5jWjkkNo1BQtraS+HpjI7Gxkdjfz6KRI5NJ4mMix9l7eqwA4HCMA0BPj62DHx8ZtbC6Kq6uxre21gVh0ud71En9JvRIO9LK7gpTGjSsimQ/eyBMNq4pWsvSFsYG0OgNbrfb7/fjvkXTDdQQQmRZxrCAc+fOocEAAx4x3tD8psvzPDbsxvi+qampcp4Fh8Ph9/tpwGMoFMLwBVmWvV4vBnLi1ouDoVCIeiJMSqU5hclLqJ1QKPTBBx988MEH586do2YSvO2yLEejUf181B6wfkPD5FTT22ujGoahqkEVi0xmHf0j6BkhJN3TY+3ttVFzBXpDmFZxCqEGBp4fc7kmT4MvjCkNhpBUUbyXuv7xpWYL0hK0hbEBDOs3VMjuC4VCe3t7uGPJsuz3+10uF3XSV/f4SzMkK6Bf3PAo/TTzUrVLTiPWi2zlfNEjQYcIekPgUKvQ2CqoB+Q07CinCkmKbWwkCElfvuwRhGudbWCgMKWhHA9nvhQmL1x2t+tfsxOkVFKSyXeczkdtqTdUIBQKrayshMNh9L77/X6Px9PIB3RGZ0PjOtFQQUganSAaQwW6PwYGnKdk1+kA1AYGQZg8VRYmzJ7w8l6mNGiI303tZw9YOCSysxMrFlNDQ21QFPXY9SLD4XAkEsHX09PTrNQxozGo3R+FwnPUJwoFZX8/i8oEJoMMDo729lpZnGaLUCgoa2vi6qpYKCgu1+ToqPtUqXqkSCJyhLfyrP2EnkwyFw3IrDok5Xe/u3rp0setWVhaQxvUmWYwjqSy7wNVChZO0RgymaQsLxOSkuXlnh4rz49dvuw5hfdcVuQnm0+uXLzCijvpwZLS3iA/6GQdYQAAdnZi+XxyePh2swUxBdMbGB1OJpPc31cKhWwmswZlwing0PfBDBVVUCgosrycyaxtba1nMkmeH+M4u8MxfppjU5a2l1bJ6luvvcXKSBvyZG6zx9rF+ldR2sjYAExvYJxmqO+D1sWiWgUWq6ARFej+ABaneYjeqNDfP8TzY0zrKpQKYloslApvDb/FAhoMWRWJFNu5fp/lUHxHKnUXANoisgHR6g3hcFhfpNnv909PT7dCgUUG5lOo23cx6ofG/YFxmvqgCjg0V0AnWiz0BhtC0gMDI8yooAd9E6PcKAtoKAdJFR/+8svrH1/ihtqmkmldyeWSshxoizQKijYgJRKJ6Pck2jGS0VzC4fD8/DwW0g6FQiwotd5U3hRxQ4XD+lcAQEtgAYAsL/P8GL6m3hBoSQ3DMOYUygSIuFyTLSJ2S0GKJJ6K7x/ss77YFSgopUhAds8OMaWB8uzZ3PDw+22kNIDe3oA1HI8sqND6YFWJ+hVHqn19MyUyNWD6K/7vdruxjQWjxVE3DaEOEY2G0dNjNYwcVCscaqjyoUfdi0SPujsJGBXjYnEeVbC0vSTtSCwEsjIFpfRw5veuyfOsNCSl7TwUiHECDBrDqfYgSRI2wqZvAUAQBGyRgAUf6SBOwzJKuLHh7qg5ihBC11QXccID0cKBg/qayvip5lzqQ6iBRBRF9TQcVJ8LxaD7t/pKqVQm1z8W2Fm0QvMtPepz0VvaFrWqTjnqpiHmrfr6FmUIqgWVlQN4uTOZGqYWnCyyIsfT8UHLoM/pY9EMFWBKg55cLtkWVaX1GNgb4HB3p9rAmTNnaM9Jv9+Pj7yiKHq9XpfLhT0j8NNwOIyfut3uqampYDAYCAR8Pp/+qPn5eWrYOHPmT2K43W7cC6PRKG7hPM9Ho1HaBMvn82HBxGg0Kooiz/PqQ3Dc7/djkWae57EENY54vV7sQBEKhfx+P+676vLSanMLlcrM+se97+o4Eq/Xi+WzJEmimoQgCBpjRigUisfjtNdGx1iGGIx2pFAqLG0vyVnZY/fwNhZsVAmmNBiSTL5tt8/abO0XIWRgb6DVnNxudzgcVpeDxKdk2uV5amoKt0xUL3BCOBzGzS8ej+NMw6Pm5+fLyeRwOHw+3/T0tMPhQH0F9Qw8kSzLuHfiIG6u6kNA5T7AF5IkRaNRdQNJURRFUUSx0XShjwYtJ5J+/SrY2NjAGxsOh9HIgZIsLi6+ePECRfJ4PGq1gLY1p3y1/9XDLx+qRzL5zP7Bfk9Xz6DFwMPKdXM9XT3qkcG+wd6uXvUErpsVfGUwKkGKZGl7SVZk4YIw7ZxutjhtQDQg82NWpjSoSaXuWq1j7ag0gKHeQDdXQRCObFpNQfsEIYRub9PTVf5G0a5UcGj/oCJFIhG1A8XwED2RSMTr9aq9CdR8gotjpGEFr0Hl9Y+LKIoulwsACCHz8/Oa8EZRFKmOpR7v7+/XrPNqz6vuS2btDbLyUjBE4aCQyWUyuQwd2T/YJ8Xvol/xBdUh1ApHf3c/HWePWYxTBdUYrly88tbwW80Wpz14MrfJ2btZqQY17euhQI5X4JPjONxlMeAANzZsb83zvMPhMPT0Gx5VNdRhYZ7+/v7KClCDs0Xi8TheQjAYnJ6eNpQNgx/V90oQhHg8Tt+qzSdm0O/xl7nLZg4kRaLWJ/aKe3vFPQDYym8tbS8BQCaf4bo5tFtQDaP3bC/aPJgNg9EByIq8SlaZxnBcnsxtAgDrQKGhHXMo1BjoDbiJonMhHA5rPuU4LhwOoyEdR6LRKA4CQLkeV/qjKNRhb4bp6Wn06+OWaSYlAdUaQRACgQBOFkXR4/F4vV5cR5IkSZI0uoh5qTBgwvwlAIDL5aJBl2hBAYCpqSn8FMc3NjYikYj6dmEHbbxkfaxo/TC/8VMNA40ZG8oGAGzlt/CjnrM9qFsMWAZwvsPmAICerh6Wt8ZoWVbJqrQjAQDTGI4LUxoMaWsPBWKgN0Qikfn5eUmSfD6fxiNACJFlGX38586dw0d/t9vt9/txJs04OPIonuf9fv9xkxF4ng8EAoIgYBLH1NRUOeeCw+Hw+/005hHl5HlelmUUAOMZcQTlwfVNSqVZ3/wlAIDX68U7hsoKXgJGaMKh3iDLMoZeqsGr8Hq9WL/hWCdtAGoNo5wxI5PL7B/sA0Amr1Us4NAzgooFtVgMWAZYpDqjwZAiWdlZWSNrvI2/cvEKc8kdi4JSigZkzt7NlAYN7e6hQIzrTGOkgv5RPhQK7e3t4Y6FfbRdLhduexVyAssdVUsaoTp1sxz69fVH6eeYl6oW+UOhkM/nqyKBE1Nkq0v+bAtQsUCLBaiiLjL5DFUjgGkVjPpQKBWkXWmVrAKA67xrlBtlP13HBRtdXrlxkQVCasDSkDwf7Otr7zZvxvENGJFg+JEsy2rLvDqIssJpDI+qxcxuJv9Qv77+KP0c81LVIr/P5wsGg1XYDDq+wjT1WRhaLKgrZEPZ2FA29g/2aYyFoVbBHhMZJpF2pA1lYyu/NcqNTvFTLCinOlZFIt5LvfX+MD/ers77OlEqKbIcGB5+v92VBqiir1U4HI5EIviaZmzW6ajOxozJhHEs1FoFvkXTxX5pX+0BwexTFlfBIEWySlYzucxWfou38cJ5gf1I1EL8bkpezk4FeVZGWkOppPz+9zPnz09euDDZbFlOANYPk3FaQA8IpoSALmCzp6sHdQuM1mRpIB0M6gprZI3r5gYsA5e5y0xdqJGCUnoyt9lrO+uetffajpemdxr48ssZm2384sUbzRbkZGB6A4MBhVIB1YhMPlMoFeBQq5CzMm/lQef+YFpF2yErciafkRWZFAlv43kbz1t5FrtwImSSuSdzzy57uCs3LjZbllZkc3MOAIaHbzdbkBOD6Q0MxhFo3B80VJNqFbRqBbNVtA7ofdgr7m3lt0iRDFgGBvsGL3OX2VdzsrCAhsqkUncPDrKdpDSAXm9Q9004kmg0Oj8/j50UMD/CTOyC3++fnp4+8eC+Y0nevmA+RcdHR7YRGq0CDm0V6nJYaK6gpTZZDkg9IEWSyWdQXcjkM7yV57o5h83B7nadIKli/F5qP3vw1vvDLKDBkJ2d2O5u7PXX77dviSdDqu+jHY1GI5HI9PQ0x3EY8+jxeMzsZ+ouWSfIaejzFA6H5+fnsSp2KBRi4aVtAVb4rpBZCrpaWMAyQSqCuho6lbbyWzT0FY0Kg5ZBZlSoN0sL21JshyVbVqBTlQY4bp1pNSsrK9iLEgD8fn/j92ysG9GC5Y/qB20rinUzmd7QFlANoFwtLNo6BJNLQVXDm7pC4OUuIVS96GyfiKaYBykS8g2hKgIAOGwOFtXYYOSEEr+X5sesvkdOFgJZjlwuub29cOnSx52nNEA5vQGN4VQPwIaNWHQBswexHgOokgmxXQItaYBtrmh5IiyRhAWVNRjOxEG1IoK9K/EjjuOwMhUKoC6CpD+wY1BfKRp1aik8xWgdqGJRwcZA62yCSr1QtyJTaxig631K9QxojcLe6qYnoHPx6FNnMSK1FSQ/zRSU0tKDbXk565m1s2iGChAiplL3eD7Y3d2Z3bwM9IZgMIjbM4YswMvmBI/H8+LFC+xDDQBUvYhEInt7e7iN+Xw+rGno8/lEUcTizVNTU8FgMBAIqM9lOBMXiUajgiBgrWX6nC2KotfrdblcKysrVACsGE0lVx/YFni9Xo/H4/P58J7jIEaNqKfRZuUIz/PbqV25pBiu2WPrGnT21UlgRuNR75dHujDUSoa6Vwi8rGpQ5KwMAGq1wxDqTCkH7vqGFA4KW/kt9Slo4iuCRTUcNgdz0LQmGP84OsFNf9L2ZYvqCronLl36uFOVBjDUG2hso9vtDofDhs0XfD4fdnGkexu2TgAASZJkWcZN3eVyzc/P45x4PI72Btpfu9xMh8Ph8/mmp6expQV22KKtpaempgRBoCZ69eY6NTWlPrAtCIfDaM4BAELI4uLiixcv0ADj8XjUhhPaoJzyTf6/bCS0egNJF/ezB+VOJy9nOfsPOPtLQUwDIxbNNMfLDxPs2aK90DyUm2x8qkFjEjADa1TWkZBU8cmdTQC4/vElFv9Ymc3NuXw+2ZExDWoM9AZ16ejK7acNwQaPek8BVReOnElbTB331FUf2CwIIfPz85owBVEUqZKkHu/v79ccbr3wffe/qUmlLSilrWT+JZHSxb1UUa2ObK3nlxa2AaCgHGyt5/kxK473WLuo/tH7ytnBQ+WDs3ezPy4dQGdHTjDMICeUldjO1nrePTt02c1+GCpRKinp9D0AcDo/abYsdacuUS3YcPKkZmKzDLfbjfETneTRDwaD09PThsoZx3HowaEjgiDE43H6FuM8ahSg13a2OluCWuEoZA8yazlUNfazByRdBICCckDSxUHnd8oENWlQS8aA08KCqhiM1kROKPi0cOXGRWZuPBIsI221jg0N3Wq2LI3A4A83xhuidyAcDqs/Qp9CZTDUPxAI4K6GxQZqnMlxXDgcRuu9ocDt2xwSjS4AMDU1hSNogNnY2IhEIurrxQQKvEuiKKqjUBuPRuGo/CwiH1ovNhIKqhfUmYJKBtotNLoFC9FgMBoP0xiOC3a5vHjxRmf0njCDgd4QiUTm5+clSfL5fLiH0XBFM9szz/OBQEAQBJ7nCSFTU1M01q+6mYQQWZYxZOHcuXNoouA4zuFw+P1+URSnp6cNgzBaH7S14FULgoBqGd5zWZb1oZ0YROL1erF+Q8PlrRL616fCn6FMMrevHIBKt9haz0NFxYI5RBiME0SK7azEdjn7D5jGYB5UGoaH37fZxpstS+MwrjONWY7qp/8qUv7M93usPDMUCu3t7eE2Kcuy3+93uVy4157CRERMkTWpw3USVLHIrOcLz0twqFhkknnO3t1r66LxFoOjfb3WLmauYDDMUFBKayJZWtjmx2xXblxkurh5dnZi29sLPB/sgNbYx8LYwYwhBeqRKrZn80UUjpyJ5SKoSOrIzeNK1e6c2grTVAkwfBKi8RaZ9XxmLQdHaRXMVsFgrIpETijysjI6wbFciWNRKinb2w+y2WWn81Fnp04Y0h59rcLhMJayBlWaKINhHoyx0Ngq5OUspoegB4RmhTAjLaODIaniSmxnbZHwYzZ+3MYSJY6LoiQ2N+9w3MQpiYLU0x56A4NRP0iqSNJFzAqBw5jNgnKwny1x9m5qqGBBFYy2pqCUpMe7q3ECAK7J86NujiU0HRdqZnjttdunzTehhukNDEYlDA0VmWQeU0zRUNE/1M3Zu1lEBaM1WRXJanxvaz0/OsG5Ji8wxbc6mJmB0oQ+2nrq1Fm7U8GS2+oAFOzKoQ990M8s14ZbP7PCsgwEQzWpoUKjUqCtgvk+GE0hk8zJy9nMWm5rPc+P2S67OfYTWDXMzKBBa6eKRCIm9wnso43VFzC7IRAIVLfB4P5UxYGnjXA4vLKyEo1Go9EoDSbFHFRs3kFTUg1nGrbhNpxJCPF6vdjMrL+/v1wm7SmHWhf0HmIap4lppSRdXFrYZr4PRl0pKCV5OYuhjgMjlsHRvis3LzIbWI3kcslnz+as1rHTUAjSJFp7AxZiMpMKoW5jbf4oBqVCnatyYGsrl8sVj8fxbhNCwuEwfhfY9As1MP1MOKxBif9jU9NyM30+H5bHOKmLZagx4/tghgqGSTLJ3GqcyMtZAODHrIOjfSzU8aRIpe4SsnjayjMcSXP6aNP+C/RTLP2kbrRNzR6apToDLMd53I1Zn3dKjT3wsiKin1muDbd+JpacIoSo61AxThBUBQwVAnWQZgVDBatRcZpBaxb+eGyt5wdGLI5xGwtcOFmwFzbHTZzOTMvKNLqP9tWrVz///HN6CNaxxoddWZZpsuXi4uL8/LzP59Mv1aAbU2ei0SgNBDHZR7sCkiRFIhH0NVSYo36Lilq5mRzHoZ8C9cI2qk3Z7nBD3/ksDB8Z5cMq3eqICpIu9ljPqmtUYJwmMFtFp6BRFDh798CIpX+o+7KHY4rjiaMoie3tha4ua2f3wq6FRvfR9vv95fYh1BIAwO/3cxyH+6jhUh3AxsYGDUQw2Ue7AqgTVFaq9G24y7GysoLuD47jCCH9/f2zs9dstjMA0N1tZ79ITaSyHkC1ir1UcS9V1NgqQOcBYXEVrYycUDLreZIqystKj/XsoNPCMUWhzqDGAAAXL95gjokKNLqP9tTUlNvtxqdY2tFKTTgcpsaMcku1O6IoulwuOGYf7QqgCoKGGYxg0M/Rt+Euh8PhoB4NjuMmJiZ++9tf/+Vffr9YTGtm5vNJALBYXgowtlhG1G+7u4e6u+2Hr5naUUcqaxVVdAA5ck3GiSAnFPRMYTtZjHRBre6ym3vr9nCzBex8isXU5uYdYBqDORrdRxs3NlEUI5GI1+vVNNiUJCkYDEajUbrzmW/J3UbE43G8qGP10T4Snue//vprSZIMNS3zbbg1LgxCyLlzV4aHj9beSiUFNQlKPr9eLKaKxRQAHBxkqeZRLKYPDhS1wqHWNvr6Rru6rMD0jBOlcqFuOAytAIDMep4qFtgakRbWBJVuQb0hFdZkaDBUEdDBhPeT9ZdvMMViant7QVGWWfCjeRrdRxvfer1efZUIQojP58MOmWaWal9cLheNJzXfR9sQdUNtXKfcLTLfhhvjXnEmbaNl5rrOnrVpfvHM/B5qtA1FSeRya/CynpHNLlutY/iaahhqSwb7ha8dGlphpm0p9YaASr2g3UAAgAZbIA7Vmh28NaqNOgCAygHo+qQwFaEVoBrDxYs3hodvN1ucdqLRfbRFUQwGg7ghBQIB9YHhcBhDIzE6cmpqiqoRR7bkbi+8Xq86zsN8H211pCoeLgiC1+vlOI7neSzDhXqDfiaUacNtOBPLf6FBCAMd6nc3NNpGZQ0gl0seHCgAUCymqSUjn19Hr2Q+n+zutnd12UClXuCCXV02VrCldkw616npAgBobgi+RecIkknme20vqRfUmEFRWzUojTFvUCXgu7eHebMI1iOnrzE0FVgQSTuQyyV3d2NMY6ia5vTRVid21rhUmxIKhXw+30ntx+YLO5pvw12usmRbQNULRUngSD6/DgAHB0qxmEb/SHe3/dAb8p3dwmJxsoSrZqFWNShU2/jTNNVuXQ6sZIAMjFhwO6cUlAOqu/RYu7BmRjkw95W+1SgxTCdoO3Z2YoSIAMBx7gsXJpstTrvC+lM0B0JIMBjsvNCNdoE6R9BuAd+FXGQBIJ9PahQLZrFgMNqaYjG1sxMjZNFmGzt/fpL9ItcI0xuaRucZUTqJYjGF0RX5/Hqp9BwOLRbFYvrsWavaFULNFSzGgsFoNdDAcHCgnD8/yXFuZlA8EZjewGBUA3pADg6yGMWJ5oqDA6VUyh56Pf6kVTBbBYPRSJiBoa4wvYHBOHlQq6BOEI2toqvLiroFZpwyreU6tQAAAAShSURBVILBOBFKJYUQUVES+fz6hQuT589fYwaGesD0hnYCYxUxpJF1uG5fDLUKTVzF2bOvoMWCRWsyGJUpFlOELOZya/n8OsdNcJyHKeJ1Ras3YAKeyd0IE/+wkwKm89Ea1Yx6gDcZKz1gdQcWWdlh0IBN6gfBGlnM/cFgaMjlktnsMiFxAOA4j9U6xn4dGoO2fkMkEjH5FBuNRiORCBZlwgoEgUCAPf7WG2zxBQBVlABntD60moVhlCXml9LaFRr3hyYBhBkqGB1JLpckJE7IosUy0tc3yvNBVlW2wVRfrWxlZYXnecwIUDfMZDAYdaLC4xQ1VOTz64qSODjI0lpY6P5g2R+M9qVUUrLZZUVJKMqyxTJis42z9tZNxFhvQD861QPUZZowe1CWZSxHTZMJsd8BrQ2FlYhofSEsG1W5EDKDwagaM4YKzP5AQ8X29gKL02S0MsViSlGW8/kkKsRW65jNNs7KO7YCBnpDMBgUBEGSJHUFYmpO8Hg8L168oC0rqXoRiUT29vZQb/D5fFiU0OfziaKIZaqnpqaCwWAgEDBszH06wZYcWEIb+4bTQtosdoFxglA9gOMMjII0ThNzSmmcJoZQaNwfrNkYo35gyAJGOHZ32y2WEY5z2+2zzLTQUhjoDTS20e12h8Nhw23e5/Ohf53ubdj7AAAkScKOlwDgcrnm5+dxTjweR3sDgxIOh3meD4VCZ86cQQVicXHxxYsXaKrxeDzM9cNoABV8Fhr3B+iyP5itglEjipLAzMliMY0hCxcuTDI/WitjoDfQzgWCIFQRfIcNHvUb3vT0dBXydTYbGxv0btNeo6IoooJ13IYgDMaJU9n9oS7XrbZVYKlNfQIIsGjNUw9WYlWURLGY/uabdKmUtdnGLBYnS55sI+rSxdXr9TIbuxkqtKjmOM58A2sGoynoO6dr0MRV6KM14VCxoPUqmB+kk6BaAmYUF4tp9D50dw/ZbOPMqNCmGOgNGPBICIlGo+FwWP0RfSauwPT0tNvtxvxMAMCeiickbaehVguwtzgc9tHe2NjACg1NE47BqJnKcRXwcrlutR9Eb7GAQ1cIMN2iVUE1EVu65PPrqB1aLCNnz77CtIROwkBviEQi8/PzkiT5fD7cwzCw0UzzZZwcCAQEQeB5HiP+aKwfQwOGQ/r9/omJCY3eIMtyNBpttoAMRn2he0k5xYK2RM/n19EVgk+u8HJXdGDqRaNA5xTtzKKJd6FawsWLN5lDqlMxrjNNCMEyxnQEEymPtTTr92gGQoh5fwRqYOgDUr9mME45aKsAVf9Sql4AQDa7bLWO0clUw4CX4zbYAzFCm8FS5YB6GdQVxljR0lOLcXwDx3Ea00IVBnOmNJhBXfSCwWBUB93yj9z7qYYBh5H8+BprWgAAWtrVega8rGoYnqiVbRs0fJVCr7qcdkWTb1mfFIaeusRFMuqHJEkYdFKFBYjBYBzXwKDfdLHOt1r/QFu9hmx2GQB+8AM7RmmUg+7QZsB27RUmoNJjeFKaMYswbw6japje0E54PB76Ggs8NFEYBuM0cGTOSNWoNY+qYbs+o/GwPtoMBoPBYDDM8v8DRoNFLyLLlMgAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "BATCHEXECUTE\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "TRANSACTIONFLAGS\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ROWSLOTIMAGEPARAMMETADATA\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ROWSLOTIMAGERESULTSET\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "DBCONNECTINFO\n" ] }, { "data": { "image/png": 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w+NBn2zgwT+nQOQZ/uxpNpau3j4TN4U23+y/v38f/7NPT7tlZNKU+SyY/O9AbAGA1Fqtkmx00m8cnJ/FvZDOReJZM2p1O3cFKMrR8hZYL0KBbqDLObkGXS1eu0PiD6J07oiAAwFmLRVxaovtIlb+F+jmStMZXqL6sun7Dhzdu2CYn379/HwCePn6cf7lOy+eC8PTx41w2+87Nm3RwVRDOWiwOpxMAdtPpW++8456d1c03XRWEsfFxpblGNaK7Pk57lkgoxw2eaOTW0I70ms2Ghz598ODDGzfev38ftUitzLo8mpt7lkj85Pr1AZMpn81WetNqLZ8+fKj1lh36bBsH/uZU/4sy/tvVaD59+NA2NaWVtn0kbDI/v3FjN51OrKz8KJ1+0+22O52b6+s333rrrMWym07bp6ffdLvjFf4Q3LOzH964kYjH87LsDQarDFai5Su0XIAG3UJnPYSW34J7djZ69+7Nt94aMJkGzOYfX78OAGM220+uXbv1zjvKvwXd00VB+CwaxTf7zWTyR2633enUHTzqLeAizxKJ6N27A4uLf3n//jE+hFPPnz8/deoUxjdsJhKhQKBK1sfc22//5Pr1j+bmfv73f08Hf37jxtj4ON2QREFQTag0Uzuiuz6d9unDh3/zi1/gP9wGT6RUubXonTs76bRvfl45QvdRrcxa8Jb/5uOPDy3u0Vp8Doc2kOXQZ6vCYLSOEX5+48ZPrl2rrqAY/+1qqKgA4HM43r93TyttzRJqxbs/O/t//PVft21c5I2HD1ck6b+xWqtPS//n/2z5/vfx8+7XX6d3d+9dvTrF8wDgEEUTAH8wczeROGtTRx2qBiWALMCq3Q4AsdidX/7y4cBrl77z3UE8mvrt1ujrw6oVdAcrcegK//XbXP7Z8h//8VWX611Jlh7+5uH34Oz34JUXMxO/HbW9rj5db7CiAK1eodJM5fg38PU3sHv1jau8mY/dSf3y4f83cAm+M3gwcysxOqz+HnUHK8pQ3wqVZta5gmqwIEJ5F/63VTsAiKKjCGcJ2Ksv+/8ktv6ZzeivYp3Ufy3dFZSDPZA7B8t/+IdXX7I3DJhMu+n0ZiIxpvljhoMoTbvTGb1792k0WkmBem18PF9TNdlD1//x1aufLC5qLQpGBKtya08fP37/ZV3sTbf7Z3/2Z+7ZWYN6wCcPHvz4+vVKkzcTibwsK1+sUQwcx30oEY8PmM1UtkMn5GQZk+Nfs9nodbVn0XE4SA2qRKVnS+XHC20mErlsFuVBB9hZiwUFwLwd1edK96415uOChz5w5W+Xcqlzo6Oqa6lEpYKp5FHeIwDQ51Zp5qFQCbXfkVLgfDarFa8jUNV/1KG/f7fynCzAf6I/2Gw6JWl0BxXkny3Tz2cAfrfxf6sm6A5WooYVvoHdb2D3xUwbqAopVhqsKECrV6g0s/oK+WXFTLD9TvO0dAcrylDfCpVm1rlC9dN7Yfc8fFp92fM2ADD8FOqj/mvprqA7+JLecG509MdXr956550fTk+PTUyoqmM+jUbtLhcA2Ken1+PxSnrDJ4uLl65cqSTZZjKp9LLvptNj4+MG1//x9es/e+utn1y7pvqn3IhglW4tEY/ns1nVnnpudBSr1hi01T9LJiulpUXv3NlMJsfGxxMrKz9yu1G26N27eNfi0tJZi2XAZDpnsYhLS/bpaXz7PHQC+lwAIBQIUDuH8qzXxsfRgvJobg6DdD558KDKLVR6to/m5vA7+ujWrffv3RNjMczi3U2n3bOzn0Wj50ZHf3LtGvp63r55E+1pH9648Tcff1zp3h1O5yeLizT2GK8Cij27CsrfLuVST6NR1bVUog6azbry4HeEzzaXzSbicfe771aaaQQqofY7Ugq8k0qpxDN+iVYx63TSThOUfLH4v0SjhW+//bM/+iPXD36ge6Jt+MX7yr033tAe3f322//1v/wXAPjz8+d/+HIhKRUOh9tqrcV9Joq/WFuL/cEfvOp2/3UNpwMAx1kAYHhg+OobV2tboU6++PqLX/3jrwDgX/P/urentyUyDA8MA4DDfc461Zpf1//r32ee/UPutT8a/JP/scV5Om+8ca8l1y2X85L0PwPAP/kn/+aVVy61RIbeXos6vgFLXCXi8afR6KcPHmAmCR4Sl5bev3cPDl7Hd1IpuseIS0ubySQAoC8HfTxHpcr6yKDZ/OaVK9rX4kNPPPTWtBgpl3EoiXg8sbJy86OPACAny7feeWd8chJlw5LjKDBav8cmJpRhZdUn4JoAkMtmnz5+TPdg5VkAsJlIJFdWPnj0aNBszsny50tLlUTVfbabicRuOo2OsbGJiafRKDWq44eJqanVWAwAkisr45OT6/E4OufGJyefJRKV7n09HkeH0aogwIHSUCUwpcpvFy6ViMc/i0ZV11KJWum72EwkxKUlfESHfmtHklD3O6L3TjkuN0oTsOklVd6JxQrffgsA2WIRnRFVmNJTj+Y2N/HDXqmkO4HCcaMcd+T4skJB3tgIAMDvfvdlX595ZMSo8VxL/+l+3nzIPTaIJ5tP8EO+lLdxtd9C/XCjvdxoCxQXkio++4ccADz7h9ywbaDf3MrmSmZza5IqU6kXb93ffPOPrZIBtHGRAGCbmsLqmI/m5j558ABfWzFMlOZZDZhM4tIS3a7oe/ChqBzn+K/toetT6GsxHTF4YqVbe81mAwCtqpFcWam0iBaMhdSOY6FQ/IzhqVQ21EvwoviePaAp2Vt9AhrS87Kc//pr3bMAQIzF7NPTuCMe+kar82xjsd10+uc3KnaMtTudoUAgJ8vr8fhPrl8PBQIAsLm+PjE1VeXef6R4fY/evfssmfybX/yiimBVfrtwqSrXolSao3xE1WfWIKH2O/pRd8VLJjKZh7/85R+NjW199dVSTbHAqWLx8e7ueH//P377rUDIzbGxYxdyefkBALz66tiXX26urcXq0Rtahbgjkm/IK997pVAqbMgb9nOHuNW7kuXF7T5Tz+DQ6S83i+Lj3UvXzrdaomZTKsm7u4+/+91z3/nO4FdfLZVK8unTrTH8VKvf4HA6aQbnejxun57Gfdc2NfXmlStPFS/H9WNwffpafNQTVdBbw40BT0nE4wt+PwCIgnDWYjGeUPBDp/MzAxfVluWqjZws//zGjc+i0c1k8tDy4znDsSbaZwsA9ulpmnSnG5H7w+np5MpKcmVlzGYbn5xMxOPi0tL4wb5LqXTvr9lsb3/wwUe3bhkU0ghGnjOdM/DKK9UfUW3f2pG+o87F1N//H/z+H4yOvv8v/+XVP/7jRCZz1BWypdIvvv/9SbP5f3/99Stnz6aKxWMXcmRk4r33Pv7yy8333vtFf/8rx75+E+g73ffe9997tffVf2v7t1wv12pxWsOIbeC9j7//yh9+771ffL/wdanV4rSAclnm+eA//af/05kzP3rttQ9a2Mv7Jb1hM5FQJu5jxBYA5GT5c0FAOz/+9+Pr13fT6ePK8j/S+j++fv1zQcBd3/iJlW4NANyzs08fP95MJGxTU/ls9tHcXPTu3UrxCrq4Z2d302llFXG8lm1q6unjx5jF+yIFtkKV8iPxuSAMmEzv3Lx5qEXE7nJ9LggogJEvS/lsAeBNt1uZhawt5gEAE1NTn0WjqChMTE2tCsKAyXRudNTgvb9z8+abbveAyVRPxYtDr5WT5Upz7NPTnwsCvbVEPH4s35rx7wgOnmQnMspx5v7+5NbW+MjIuy6XriOjOrbBwdHe3nSxCADvjo6O9h6/AfziRWd/v5nnJzlu9NIlo0bEtuIidxHVBa6Pc426Wi1Oa7C7z6Fvghvtdb3bqHII7Uxv76jZPJXLrQPAuXNujmtZ4pU6n+Kjubn8rVtnLRZ8zaLVDn74cm7YoNl86cqVVUE4liz/I62Pr8WfPnx4pBMr3RoAjNlsb9+8+eGNG+OTkwMm0/Ljxz++elWZL4v9ReiP2lTGQbP5g0ePPpqbw+T1vCwPmM0vfCKzszSL1z07eyzVP8YnJ6N376L7IC/LNs3LPWXMZnvzypWfvfXWazYbjT+tgvLZAgDGPKL8eVm2u1wYOBm9e5cGDP7Q6fzo1i3M7h2fnAwFAtiY4Ej3/vbNmz976y3b5GT1pI9KVLqWStRKc9yzsx/+9Kc009r97rv1f2tGviOVeDXceDsgFwppQka5ul6Cs+Vy9cgGBgCQImm1CC2GpI7fHNWJDA4erSLksfNS/QZkJ5XaTaeVWX9dQ/Vbwzfy3XQ6evfuB48e1bbH4wurarBSams9GF9zJ5UaMJvridhX3dSRbqcR9278WkZGEO0XV7/kh66gmtDm9Rt0iYpiam/vXVddL8F/+h//49//839+XCJpkaT46mp0Zmb+8KltzMMvHl690JpsjjZBissbcflkGhsoqdQds3mqhUGRoBsXeW50tHFFMVtL9Vuj2wZW2q8t0F3XANOIjdP4mvV/m6qbOtLtNFP71F7LyAii/eLql/zQFbpANU9kMoemUVQnLsvO+swVh5LJJEdGWvyKVieZ3JFjR7qPQrbcahFaT7lcS3mk46WVqSxtSwelxjEYrWVFkm5evlzPCnFZtg0MHJc8umQy65cuXW/oJRrNfnkfyyecZDLruZGJwcPndTXFYnpgoMXvG6wfJoPBqJG4JE3WZ2wAgGQ+P9ng4AZJWunE9EslG/JG/+n+VkvRevpNPa0WocWUyy1Lv6S8sDf4HI7WysFgMDqOxeXlD+ozNgBAulhsRBoFhZBUpysNyMhAi4sktpytZP7S9RNXtkFFqdQefornz5+3WgwGg9FhREXRwnF1ZlLEZbkJxobh4cOTidqcrfyW49xJf7sryOXWlolsB3p7j6GWcZ005DsIhUJOp5N/2YDp9/t9Ph9vwKrp9/vn5zs78rlBhEKhDUXHoJmZGbvdXumo9mkLghAOhyVJ4nnearX6/X4cJ4QEg0FBEADA6XQGAgHuYDPANZVLhUIhnucx5t/IUaUALpeLJgtohREEIRaL6d74/Px8PdfFmVVuk1EDi8vL967WG97flOCGxMWLnZSiogspkhNb8Ymynz2J5Z6UyHK8p6daD5fm0JD4BtwPVIOiKBJiKP/49u3bDRCqGwiHw4QQl8vlcrmsVqvX66V7v/ao0+kMhUL0KE52uVyBQMDlcu3t7eE4IcTpdBJCBEGgeyr9psLhcCgUCiqar4fDYbq7H3qUyoPQbb6SMJTbt2+rflvquS7HcdVvk3FUoqI4yfN1GhsAYCWbbXQyhSSt8Hwrk9aOhb7Tfa0WocUU5BJnaU1Dr7aie+wNuHtVNxLgP9aMOuE4jr6yezweVA68Xq/2qNPpRN0CACKRSCQSkSSJvmF7PB78EAwGeZ6nGsb8/Lzf7/f7/XTE6/Xevn07EAjo2oqqH1XKQ6kkjNPppJNv3749MzNTpZLBUa/r9/ur3ybjSByLsUEulQDAfLqBludCQe7ra/37WZ1IssSCG7YSeaY3yPLx1GiuE7W9Aa0CkiQpt3n6lqZ8PxNFEQAkSfr4448JIThH+wJHB6m9AU8URVGlSYiiiIcYBuE4zufzKV+7lUiS9Prrr+PnYDBYySwfCoV8Pp9yJBAI/O3f/q3yq/yrv/qrSlc59KiWKsIciSNd18htMgxyJxabnpg4FmPDZNXG2fUjSSs8X7GgaqewIW8wvaGQLfed+GQKaF0rTiVqTR8tBxzHiaLIcZwgCPjqhm9vHo+Hvib6/f6ZmZlgMHjhwoUvvvgCACRJmp+fV3rc8WUXz3U4HLFYzOl0+v1+nBOJROx2eyQSwZmCIHg8niPtQJ0OISQUCi0sLKBbRxRF6new2+1Ggjw8Ho/P5yOE4JdCV1Apf59//rnuaoIgfPXVV6pXc47jzpw5I4oiHcfX+kov91WOKu8IDixSlYQ5KlWui1osvR1CiJHbZBghKoorkvTRy0pYbcT29lxDQ/WvU4VMZr3TKz4BC4oEAIDMem6oFf2724piMd1qEQB0/RQ+n8/j8RBCcFP3er3UDID7HN0JYrEYbni6fgpUGnTtwGg/9/l8VqsVDmwPqKkQQv7u7/7uOG+x7fntb3+LHwghS0tLz58/x4evjCKsBFUXdGdi1GENIqmMARzHeb3eYDCo+21WP9o4qlxXEAQaYYNPstIKjRWx60hkMovLy48O/GL1EJflbLnchOCGTq/4BCwoEgAAtpL5i66T/hDK5Ww72hvg4B9TjuM8Hg+NS0cvAyFEGcLmq/zO4ff7P//8c1VYOwU3M7qlhcNhj8dDr1vjrXQgHMcpzTMI3fO0h7SgSkeVBqWVApUJURR5nj9z5oyuQR4vIYqi8lqEkN/+9reqL4K+3OuKUemortWkkjA1UOm6Ho9HeV3qIDv0NhlVSBESiESCHo+5/xgKEC1ub18739hc/EJBBoD+/s7umCXJEm+ut7hWF0DSxREbKxbZFvaGw/MpMBB9YWEB7QEG17Xb7QsLC17D7yXMzayC4zhtToqWcDj8F3/xF7qH7HY7dQN5PJ6FhQXdq0xPT4fDYeVgJBJ5/fXXVVoLfbmvJG2VoyoqCVMDBq9r/DYZlZALhUA4POt01tAsW0tclgGg0T0wl5cfdEdwAzM2ZBI5FhRZKsntkEwBunoDbuGEkEgk4nK5IpEIx3FK90QV6PaPQf4cxxnxZM/MzEQiETyXpV04nU6v1+t0OlX7nBasalDJBhAKhURRxFSF+fl5SZKUahx9zvPz87dv36auKIxI0P3WAoEA5kHoXq76UZXYlYSpAYPXNX6bDC1xSXonFHI7HM6LF49lweYYG9bXl7rDScGbTrq9YSuRHx5vbJ2P9iebXRkYaIsKZjp6QzgcxqpNmObndDoFQcAPlfIdrFZrKBSib7cUTLI/NEvCbrd7vV6s21Op8k9XIkkSKgfKDQwfdSQSmZmZ0Z4SiURwAs/zGxsb6IbQPRqLxQRBwKMY6EoIwYdst9vpO7rdbsdv3OPxeL1etPDTLE0l+HJPozGMHL19+/YpBehPqSJMDVSXivJJJnP9Zz/70Z/8yfS/+lf//Z//eZXbZKi4E4vdjcWCHo/7mGwzTTM2TExMd7qTAgC28lsjgyc9mSKTyFunOv6rrJNcbr23ty1aVZ9SFZnGOnp2ux3/WafjKt+wlkMnHApmajB/c6NBLVB3HBShEq0V5thJEZImJJnJrPzyl//v3l6W42wjIxaOM/X1TVmt5r6+YzG/dxlyoTD35Im5v3/W6TyWmAbkrV//+t6FCw3tSQEA/+7fveX1Pup0vSGTyyxvL89YdV4hThQLbyeu3n/jhBeZ/uKLGxbL7OBg65ut6H8N2v37UJ2gfj9xbZH/jKNSaZ9uSTpi0y46ynGjHDfF89cuXcIRuVBIbG2lCYlvbCS3ttKEmPr6LBxn4biJkRFTf//Uyf6FjIri4vKy226nT+x4lt3ZmTSbG600iGK0O4wNUlZixoaCXAKAE640AECxmG4HpQG0eoPdbmdv/IyTgFlPM0hkMmlC1jOZNCF3Y7Hs/r6F48aHh1/p7x8fGbENDx/ja3fbghrDJM/fu3q1/uJOKha3t+9duHC8a2pZXl68evVeo6/SBMQd8eqFeutydjpbifyI7aQHNxSLqTYJigStn4LBYChBB0d8YyO7v58mJE0I2iS60sFBNYZrly4du8YAANGdnUQ+f3Ns7NhXViKK0UwmcfnyzYZepQkwJwUSu5MaGu21u8+1WpBWQoiQy62Pjr7bakEAGtQPk8HoGqiDg46oHBxyoUDNEgDQccqEXCgI6+uJTGZFkhpkY3hxoVKJGRuOhLgrWs3WVkvReraSecfJVhoAIJdbHxxsl8qnbao30Kbbui25TzKSJGEVSPZMWoWug4PGXeoqExgw0VZujhQhS2tr65lMcmtremLCefHizcuXG3rFu+n0NMc1IbKB5yc5ri3CzuuhUCpIsnR5rLFfSkdA0kXuxFeYzueT5865Wy3FC9pUb6BNsMLhMNsjKdjMArM0WRphW6E1S8CBMoEBE9n9/cXlZYy+NPf3oz4xOjRk4TgAaIJKEZekNCGpvb3k1lYik7GNjEzx/PVLl5pjGpnb3ASAd0cbvp13jbFhnaxPcO3yftlCMokcq9wAAPl8ok2SMKGZfbRVc6qfUkMhICMytBU1NI/w+/2Yrerz+bDiQoNkYxwLqExox1GfyBYK65lMam8vTUh2fx8A0FMAAJjZQeejucL4deMH9d1xZblQAAAMy5iyWt0OR4M8EZVApaHRYQ3QRcYGAFgja04L67gG0kp2ZOKkl5fO5RImUxtVPlXrDVhHCLsp0hw5QgjWblJmW2DBBkmSfv3rX9NSjzhBO5/aD3COJEmqU+hqAMDzPIpBr4XGeSqP8igWAFCtr7wo/REXgfbIGcFynEZKcFKUt4YKR/01MxgtgeoTuuUXMX4CP6NusZ7J0KPJg0NalNrGlPWFX7zl2aRNUxoAYHU1OjPTDQ11SZEUygWWgQkAazEyEzzp9uZ8PtE+yRTQoD7a2vnhcBhNCDhH9aPdbqerBQIBr9dLm24DQDAYtNvtWBgY1RG/3x8IBPCoy+V6/vy5dkGv1ytJEn7ATlF+vx9PCYfDTe7cqCUSiWDTUeN9tFVlN1G9a5rAjKahip84rtLOLaGZSoMkxTnO0h3GhtWd1YtcB3/vx0Umkes397DghmIx1Q5tMCkN6aOtnU8P4Qf6lqzcGulquvIAgNPpxLYX2jmq9UVRlCQJNQmHw4FdlJxOZ/t4MTY2NrxeL278BvtoKzuRIjvffnsnlVKOvHL69PjA732Blt7eRoehMRiVmNvcTOTzH9maUamGkNSTJ7c8nm4wNhRKBSkrXX3jpJdtAIC1GLnoZPWEIJ9Pnj9/vdVS/J5G9dHWnV+dSqtRn4Ldbq/UmFtFOBxW+jUAYH5+njbaCAQCrfVTCILgcDjgiH20h4aGVDMHvvMdZZH/dLGYKhax+D/+mC2X8bNcLifz+fGBAXNPD46gekH1DHNPj23wpDsRGcfI4vZ2Ip+//8YbTbhWoSCHw4FLl66NjLRFNb06Wd5e5k18/+l2Sb1pIetLxPuoG77TeiiV5GIxffp0GxU/PTwukhDi8Xh4nrdarUa226PObxDYuEg5ghaIcDjs8Xha23UzFosdavnAPtpK1cFutyubfomiOHr2rL2m5kCJXE4ulwEgLsuoZyTzeQBIF4sAYOnthQPFAg76DzHFgmGc6M5OjJD7b7xhPt3wjK1CQX748IbD4bZ+XUzGAAAgAElEQVTb2yVLrR4KpcI6WffadKyqJw0pLg+PD7Dy0oQIHDfdaileQucrUfbRDoVCtI82AOj6CFTnHjqfEKLUJ1Q/HiqP8pDu9k8IwXQDaleg4ZbY4bPlWZ0Oh6NKPycc39jYCIfDSr0BEygwCwPjTmoOiqQaQKWehFSxSObzSsUikc/bBgbgQKuYGBw09fQwbwhDyeL2dtOUBgAQhLs8P9kdSgMALG8vT3ATzNgAAGsCuehSG1lPIIQIFstsq6V4CZ0/7HA4vLCwIIqi1+t1Op3KiEJCiO5uZ7Va/X6/IAi4YevOV87xer2qH6uIqJIHAHie9/v9qrQI1YLY1RODB2dmZjiOCwaDPM9LkhQIBOp4YseAx+PBR6Tso02jRvAeJUlSNSWHA2+Lx+PB+g2Nk7C6YpEqFtPFYrpYXM/lsuVyuliUy+VsqWTp7bX09pp6etD9wUwUJ424LN/a3Jw0m5umNDx5MgcALldbFN+tH1Ik62T9vR+812pB2gJpRb58sxkRte1MsZgql+U2aWdFaVQfbd35RubogqESh8qjHVS91qvSO1vI/Py81+utQRLMJm2HVFItcqmUyOcBQGuioGYJ1C2YfaLLSBWLd1OpbLk8a7E0TVlcXl7MZNZnZtol2Ll+nmw+GRkYsZ9jydUgRncyiTzTG7a3FwHg/PlrrRbkJfT1hpa0VD5REEKCwWD75Hc0GtQkqD6RLhZNp0+be3rQ3zFlNjPjRIcil0oPtrdXsln32bPuc81rIiCK0dXV6NWr97ugWTaSyWUiUoQZG5Cwf+PS9fMjtpP+b0Ii8TbPB9unUiTC+mi3Bo7jXC5Xq6VoHujvUHk90N+BIRRK4wQ6OzB4wjYw0ByLN6MGBELuplLTHNc0xwSytiZ0mdIAAEJaYN0okIJc2krmmdJQLKYAoN2UBmB9tBntBjo7MKcUgye0ng6mTLScRC53N50GgA/GxprsdcpkEpFIwOMJdkfWJbJG1sQd8eoFVrMBAGB5cbvwdcn1btvtl02mPZ0U0LZ9rRgnFvPp07rBmHFZzpbL67lcIp/H2gAsbKIlpIrF6M7OEiEfjI1VysdpHF2pNJAiEVICUxqQglwSozusbAMAEBLj+XYsZcb0BkZngFuU82UnGuaLxmU5VSyqwiZYTsfxkioWlwiJEQIALo77+Ac/aL4MkhR/8uSW0znbTUoDAISlsHPUyfUyBzEAwPKD7YlpjpVtaFsnBTA/RceB+RSst3gVqDIBAMl8XpUjysImjoRKXZjmuJYYdQoFeXn5gSStXL58s8uUhlgqBgCu0RMU7VSFglwKvZPwPrIxvaFtnRTA9IbOAptgOZ1OrN/A+mgbp1LYBAAw44SWNlEXEDQzTExMd02dBookS7F0zGerWLD/pBG7kwIAFtkA7ZpJgXSA3qBqmtWhlzgWsPg0/h/LRrVaoo5HZZwAgHSxiJYJrLeN/pETYp9oK3UButrMAACFUiGUCHl4D+uXjTBjA6VYTElSwGb7qNWC6KP+eggh2M2SJmRiMSVaqhkO2l1ib2uO43ieV9ZToqWW8ERscIUj2urIeFR1LeUp+BnPVU7DQVVNJ6wNRQ34BqXSvUQbohSPfhE1l5pmIGhg0Mb3UU0C4zEXt7epv6NrVIpELpf+5hta9BMVpimzOcjz7RBhSs0MPl+b/utZJxEpcun8JaY0UFhkA2VnJ8px7eu6Un9DTqcTd1NshcBxnN/vn5mZCQaDgUDA6/X6/X4cFwTB4/E4HA6s+kyrRblcLrRhYCloAIhEIrh/8zwfiURoxymv14ulD71eryAItHo0noJdvMPhMDahkCRpfn7ebrf7/X5chBBCG0T5/X7cRJWFqw+VqtIlmvXwAYtnE0Lw2YqiSKtN2+12lf2DdidHsIR200Q9aegWnECUKkX6wOuB8Zig6AeGgRTQNt3MqZaQLhbT33yDOtD4wABmozQ/M6IK1MzQZXkTSp5sPuF6OVYakkJSRdb9EimVZEKWbLZHrRakImq9gW5OhJBQKITbWCwWQ3sDNpeiXZ5nZmaq77JWq9Xr9fp8PqvVGovFnE6nw+FYWFjAC2GDSgDAQdwmlaeAwneAH0RRjEQiaOegVxEEQRAElBytF9WbV1W/RDMRBAE7dTkcDlQglpaWnj9/jnfhcrmUBhVtR/Ivv3z28OEN7bLDw+PKH/v7XxkZeWmE4ywc145us47gUJUCAJL5/HouBwCoVQCAXC6ni0XbgVahVS+0HBpvQQt7Ixi9ofwRG6ljizJMMxnt7Z0ym9tKS1DR9WYGAHiy+YQUCUu8VLK8uH3p2nlmbACA7e0HHDfdVo2zVeh8SWi3J4TQjcrnqzFsBzdv/D9ugXS/D4fD6KSvcooW7IKtciWgRoKfOY7DsEH64l5dqtaCQoqieObMGTooCALVzJSTh4bUreFeffU1p/N/UI4QkiIkrRzJZJKFwtcbG3E6srWVpJ8LBZmQNH2lowrH0NAox1nwM89P1XJvJxK6H1ffmLXqhQq65RuBqiDaS7eJqcMgJ8HMAADL28uZfObqG0xp+D0kVWRdrJD2NzaASm8ghHg8Hp7nrVarrpuf4zjcmDFMoU6TPnVYGGdoaGhjY6P6nI6z3vv9fu1zwOBH5RO22+2xWIz+qDK6HJw1qjIkGN/1JemFbkFIem8vtbeXAoCtreTy8iIAZDIJjrNgWd++PhNqFdSSwQwYR8KgenFyICS1uhpdX1/qbjMDAIg74hpZu/rGVdYpW0nsburStfOtlqItaH9jA6j0hkgkwnEcWs4r9bbGCWhI1x5Fv4MRsON2IBDAzQ9rElQ/BdUau90eCARwMkY7ulwuj8eDS4miKIqiahs2LhUhpMlxkag0KB8m2k42NjbC4bBqHINOeJ7XRpjWj0ENo1CQt7YS+HljI76xEd/fz6KRI5NJ4Gsix1n6+kwAYLVOAUBfn7mLXx8Z9bC2Jqytxba2kna72+t91E39JrSIO+Lq7ipTGlSsCWQ/W7a7m9cUrW3pCGMDqPQGp9Pp9/tx36LpBkoIIZIkYVjAmTNn0GCAAY8Yb2h80+V5Hht2Y3zfzMxMJc+C1Wr1+/004HF+fh7DFyRJ8ng8GMiJWy8Ozs/PU0+EQalUlzB4C/UzPz9/+/bt27dvnzlzhppJ8LFLkhSJRLTzUXvA+g1Nk1NJf7+Zahi6qgZVLDKZJPpH0DNCSLqvz9Tfb6bmCvSGMK3iBEINDDw/6XC4T4IvjCkNupBUUbibunrvQqsFaQs6wtgAuvUbqmT3zc/P7+3t4Y4lSZLf73c4HNRJX9vrL82QrIJ2cd2ztNOMS9UpOY1YL7Kd80UPBR0i6A2BA61CZaugHpCTsKOcKEQxurERJyR98aLLbr/S3QYGClMaKvHwxhd297mLzk791+wYKZXkROIdm+1RR+oNVZifn19dXQ2FQuh99/v9LpermS/ojO6GxnWioYKQNDpBVIYKdH8MD9tOyK7TBSgNDHa7+0RZmDB7wsN7mNKgInYntZ8ts3BIZGcnWiymRkc7oCjqketFhkKhcDiMn30+Hyt1zGgOSvdHofA16hOFgry/n0VlApNBRkYm+vtNLE6zTSgU5PV1YW1NKBRkh8M9MeE8UaoeKZKwFOZNPGs/oSWTyEUCEqsOSfn1r9+6cOFeexaWVtEBdaYZjEOp7vtAlYKFUzSHTCYhSSuEpCRppa/PxPOTFy+6TuAzl2TpyeaTS+cvseJOWrCktCfIj9hYRxgAgJ2daD6fGBu72WpBDMH0BkaXk8kk9vflQiGbyaxDhXAKOPB9MENFDRQKsiStZDLrW1vJTCbB85McZ7Fap05ybMry9vIaWbv82mVWRlqXJ3ObfaYe1r+K0kHGBmB6A+MkQ30ftC4W1SqwWAWNqED3B7A4zQO0RoWhoVGen2RaV6FUENJCoVS4PHaZBTTosiYQMbpz9T7LoXhBKnUHADoisgFR6w2hUEhbpNnv9/t8vnYosMjAfApl+y5G41C5PzBOUxtUAQfmCuhGi4XWYENIenh4nBkVtKBvYoKbYAENlSCp4sOffnH13gVutGMqmTaUXC4hSYGOSKOgqANSwuGwdk+iHSMZrSUUCi0sLGAh7fn5eRaU2miqb4q4ocJB/SsAoCWwAECSVnh+Ej9Tbwi0pYahG3MKFQJEHA53m4jdVpAiiaVi++V91he7CgW5FA5IztlRpjRQnj2bGxv7oIOUBtDaG7CG46EFFdofrCrRuOJI9a9vpESmCkx/xf87nU5sY8Foc5RNQ6hDRKVh9PWZdCMHlQqHEqp8aFH2ItGi7E4CesW4WJxHDSxvL4s7IguBrE5BLj288RuH+ywrDUnpOA8Fop8Ag8Zwqj2IooiNsOmPAGC327FFAhZ8pIM4Dcso4caGu6PqLEIIXVNZxAlPRAsHDmprKuNR1bWUp1ADiSAIymk4qLwWikH3b+WdUqkMrn8ksLNoleZbWpTXoo+0I2pVnXCUTUOMW/W1LcoQVAuqKwfwcmcyJUwtOF4kWYqlYyMDI16bl0UzVIEpDVpyuURHVJXWomNvgIPdnWoDp06doj0n/X4/vvIKguDxeBwOB/aMwKOhUAiPOp3OmZmZYDAYCAS8Xq/2rIWFBWrYOHXq92I4nU7cCyORCG7hPM9HIhHaBMvr9WLBxEgkIggCz/PKU3Dc7/djkWae57EENY54PB7sQDE/P+/3+3HfVZaXVppbqFRG1j/qc1fGkXg8HiyfJYoi1STsdrvKmDE/Px+LxWivja6xDDEYnUihVFjeXpayksvi4s0s2KgaTGnQJZF422KZNZs7L0JIx95Aqzk5nc5QKKQsB4lvybTL88zMDG6ZqF7ghFAohJtfLBbDmbpnLSwsVJLJarV6vV6fz2e1WlFfQT0DLyRJEu6dOIibq/IUULgP8IMoipFIRNlAUhAEQRBQbDRdaKNBK4mkXb8GNjY28MGGQiE0cqAkS0tLz58/R5FcLpdSLaBtzSlf7n/58IuHypFMPrNf3u/r6RsZ0PGwcr1cX0+fcmRkcKS/p185getlBV8ZjGqQIlneXpZkyX7O7rP5Wi1OBxAJSPykiSkNSlKpOybTZCcqDaCrN9DN1W63H9q0moL2CUII3d58vhr/omhXKjiwf1CRwuGw0oGie4qWcDjs8XiU3gRqPsHFMdKwiteg+vpHRRAEh8MBAISQhYUFVXijIAhUx1KODw0NqdZ5te9V5wWj9gZJfikYolAuZHKZTC5DR/bL+6T4IvoVP1AdQqlwDPUO0XH2msU4UVCN4dL5S5fHLrdanM7gydwmZ+llpRqUdK6HAjlagU+O43CXxYAD3NiwvTXP81arVdfTr3tWzVCHhXGGhoaqK0BNzhaJxWJ4C8Fg0Ofz6cqGwY/KZ2W322OxGP1RaT4xgnaPv8hdNHIiKRKlPrFX3Nsr7gHAVn5reXsZADL5DNfLod2Cahj9p/vR5sFsGIwuQJKlNbLGNIaj8mRuEwBYBwoVnZhDoURHb8BNFJ0LoVBIdZTjuFAohIZ0HIlEIjgIAJV6XGnPolCHvRF8Ph/69XHLNJKSgGqN3W4PBAI4WRAEl8vl8XhwHVEURVFU6SLGpcKACeO3AAAOh4MGXaIFBQBmZmbwKI5vbGyEw2Hl48IO2njL2ljRxmF846caBhozNuQNANjKb+GhvtN9qFsMDwzjfKvZCgB9PX0sb43RtqyRNXFHBACmMRwVpjTo0tEeCkRHbwiHwwsLC6Ioer1elUeAECJJEvr4z5w5g6/+TqfT7/fjTJpxcOhZPM/7/f6jJiPwPB8IBOx2OyZxzMzMVHIuWK1Wv99PYx5RTp7nJUlCATCeEUdQHlzfoFSq9Y3fAgB4PB58Yqis4C1ghCYc6A2SJGHopRK8C4/Hg/UbjnTRJqDUMCoZMzK5zH55HwAyebViAQeeEVQsqMVieGCYRaozmgwpktWd1XWyzpv5S+cvMZfckSjIpUhA4iy9TGlQ0ekeCkS/zjRGKmhf5efn5/f29nDHwj7aDocDt70qOYGVzqonjVCZulkJ7fras7RzjEtVj/zz8/Ner7eGBE5Mka0t+bMjQMUCLRagiLrI5DNUjQCmVTAaQ6FUEHfFNbIGAI6zjglugv12HRVsdHnp2nkWCKkCS0PyfHBwsLPbvOnHN2BEgu4hSZKUlnllEGWVy+ieVY+Z3Uj+oXZ97VnaOcalqkd+r9cbDAZrsBl0fYVp6rPQtVhQV8iGvLEhb+yX92mMha5WwV4TGQYRd8QNeWMrvzXBTczwMywopzbWBCLcTV3+YIyf6lTnfYMolWRJCoyNfdDpSgPU0NcqFAqFw2H8TDM2G3RWd2PEZMI4EkqtAn9E08V+aV/pAcHsUxZXwSBFskbWMrnMVn6LN/P2s3b2K1EPsTspaSU7E+RZGWkVpZL8m9/cOHvWfe6cu9WyHAOsHybjpIAeEEwJAU3AZl9PH+oWGK3J0kC6GNQV1sk618sNDwxf5C4ydaFOCnLpydxmv/m0c9bSbz5amt5J4IsvbpjNU+fPX2u1IMcD0xsYDCiUCqhGZPKZQqkAB1qFlJV4Ew8a9wfTKjoOSZYy+YwkS6RIeDPPm3nexLPYhWMhk8g9mXt20cVduna+1bK0I5ubcwAwNnaz1YIcG0xvYDAOQeX+oKGaVKugVSuYraJ9QO/DXnFvK79FimR4YHhkcOQid5F9NccLC2ioTip1p1zOdpPSAFq9Qdk34VAikcjCwgJ2UsD8CCOxC36/3+fzHXtw35Ek71wwn6LroyM7CJVWAQe2CmU5LDRX0FKbLAekEZAiyeQzqC5k8hnexHO9nNVsZU+7QZBUMXY3tZ8tX/5gjAU06LKzE93djb7xxv3OLfGkS+19tCORSDgc9vl8HMdhzKPL5TKynym7ZB0jJ6HPUygUWlhYwKrY8/PzLLy0I8AK31UyS0FTCwtYJkhVUFdDp9JWfouGvqJRYWRghBkVGs3y4rYY3WHJllXoVqUBjlpnWsnq6ir2ogQAv9/f/D0b60a0YfmjxkHbimLdTKY3dARUA6hUC4u2DsHkUlDU8KauEHi5SwhVL7rbJ6Iq5kGKhHxDqIoAAFazlUU1NhkpLsfupvlJk/eRjYVAViKXS2xvL164cK/7lAaopDegMZzqAdiwEYsuYPYg1mMARTIhtkugJQ2wzRUtT4QlkrCgsgrdmTioVESwdyUe4jgOK1OhAMoiSNoTuwblnaJRp57CU4z2gSoWVWwMtM4mKNQLZSsypYYBmt6nVM+A9ijsrWx6AhoXjzZ1FiNS20Hyk0xBLi0/2JZWsq5ZC4tmqAIhQip1l+eDvb3d2c1LR28IBoO4PWPIArxsTnC5XM+fP8c+1ABA1YtwOLy3t4fbmNfrxZqGXq9XEAQs3jwzMxMMBgOBgPJaujNxkUgkYrfbsdYyfc8WBMHj8TgcjtXVVSoAVoymkitP7Ag8Ho/L5fJ6vfjMcRCjRpTTaLNyhOf57dSuVJJ11+wz94zYBhskMKP5KPfLQ10YSiVD2SsEXlY1KFJWAgCl2qELdaZUAnd9XQrlwlZ+S3kJmviKYFENq9nKHDTtCcY/Tkxzvo86vmxRQ0H3xIUL97pVaQBdvYHGNjqdzlAopNt8wev1YhdHurdh6wQAEEVRkiTc1B0Ox8LCAs6JxWJob6D9tSvNtFqtXq/X5/NhSwvssEVbS8/MzNjtdmqiV26uMzMzyhM7glAohOYcACCELC0tPX/+HA0wLpdLaTihDcop3+T/60ZcrTeQdHE/W650OWkly1m+x1leCmIaHh9QTbO+/DLB3i06C9VLucHGpypUJgEjsEZlXQlJFZ/c2gSAq/cusPjH6mxuzuXzia6MaVCiozcoS0dXbz+tCzZ41HoKqLpw6EzaYuqol675xFZBCFlYWFCFKQiCQJUk5fjQ0JDqdNO57zr/TV0qbUEubSXyL4mULu6likp1ZCuZX17cBoCCXN5K5vlJE473mXqo/tH/yumRA+WDs/Syf1y6gO6OnGAYQYrLq9GdrWTeOTt60cl+GapRKsnp9F0AsNk+arUsDachUS3YcPK4ZmKzDKfTifET3eTRDwaDPp9PVznjOA49OHTEbrfHYjH6I8Z51ClAv/l0bbYEpcJRyJYz6zlUNfazZZIuAkBBLpN0ccT2QpmgJg1qyRi2DbCgKgajPZHiMr4tXLp2npkbDwXLSJtMk6Oj77Zalmag8w83xhuidyAUCikPoU+hOhjqHwgEcFfDYgN1zuQ4LhQKofVeV+DObQ6JRhcAmJmZwRE0wGxsbITDYeX9YgIFPiVBEJRRqM1HpXBUfxeRDqwXG3EZ1QvqTEElA+0WKt2ChWgwGM2HaQxHBbtcnj9/rTt6TxhBR28Ih8MLCwuiKHq9XtzDaLiike2Z5/lAIGC323meJ4TMzMzQWL/aZhJCJEnCkIUzZ86giYLjOKvV6vf7BUHw+Xy6QRjtD9pa8K7tdjuqZfjMJUnShnZiEInH48H6DU2Xt0bovz5V/hnKJHL7chkUusVWMg9VFQvmEGEwjhExurMa3eUs32Mag3FQaRgb+8Bsnmq1LM1Dv840Zjkq3/5rSPkz3u+x+sz5+fm9vT3cJiVJ8vv9DocD99oTmIiIKbIGdbhugioWmWS+8HUJDhSLTCLPWXr7zT003mJkYrDf1MPMFQyGEQpyaV0gy4vb/KT50rXzTBc3zs5OdHt7keeDXdAa+0joO5gxpEA5UsP2bLyIwqEzsVwEFUkZuXlUqTqdE1thmioBum9CNN4ik8xn1nNwmFbBbBUMxppApLgsrcgT0xzLlTgSpZK8vf0gm12x2R51d+qELp3R1yoUCmEpa1CkiTIYxsEYC5WtQlrJYnoIekBoVggz0jK6GJIqrkZ31pcIP2nmp8wsUeKoyHJ8c/MWx02fkChILZ2hNzAYjYOkiiRdxKwQOIjZLMjl/WyJs/RSQwULqmB0NAW5JD7eXYsRAHC4z044OZbQdFSomeG1126eNN+EEqY3MBjV0DVUZBJ5TDFFQ8XQaC9n6WURFYz2ZE0ga7G9rWR+YppzuM8xxbc2mJmB0oI+2loa1Fm7W8GS28oAFOzKoQ190M6s1IZbO7PKsgwEQzWpoUKlUqCtgvk+GC0hk8hJK9nMem4rmecnzRedHPsNrBlmZlChtlOFw2GD+wT20cbqC5jdEAgEattgcH+q4cSTRigUWl1djUQikUiEBpNiDio276Apqbozddtw684khHg8HmxmNjQ0VCmT9oRDrQtaDzGN08S0UpIuLi9uM98Ho6EU5JK0ksVQx+HxgZGJwUvXzzMbWJ3kcolnz+ZMpsmTUAjSIGp7AxZiMpIKoWxjbfwsBqVKnatKYGsrh8MRi8XwaRNCQqEQfhfY9As1MO1MOKhBif/HpqaVZnq9XiyPcVw3y1BixPfBDBUMg2QSubUYkVayAMBPmkYmBlmo43GRSt0hZOmklWc4lNb00ab9F+hRLP2kbLRNzR6qpboDLMd51I1Zm3dKjT3wsiKinVmpDbd2JpacIoQo61AxjhFUBXQVAmWQZhVDBatRcZJBaxb+emwl88PjA9YpMwtcOF6wFzbHTZ/MTMvqNLuP9ltvvfXZZ5/RU7CONb7sSpJEky2XlpYWFha8Xq92qSY9mAYTiURoIIjBPtpVEEUxHA6jr6HKHOWPqKhVmslxHPopUC/soNqUnQ43+sJnofvKKB1U6VZGVJB0sc90WlmjAuM0gdkqugWVosBZeofHB4ZGey+6OKY4HjuyHN/eXuzpMXV3L+x6aHYfbb/fX2kfQi0BAPx+P8dxuI/qLtUFbGxs0EAEg320q4A6QXWlStuGuxKrq6vo/uA4jhAyNDQ0O3vFbD4FAL29FvaH1EKq6wFUq9hLFfdSRZWtAjQeEBZX0c5IcTmTzJNUUVqR+0ynR2wDHFMUGgxqDABw/vw15pioQrP7aM/MzDidTnyLpR2tlIRCIWrMqLRUpyMIgsPhgCP20a4CqiBomMEIBu0cbRvuSlitVurR4Dhuenr6V7/65F/8i+8Wi2nVzHw+AQADAy8FGA8MjCt/7O0d7e21HHxmakcDqa5V1NAB5NA1GceCFJfRM4XtZDHSBbW6i07u8s2xVgvY/RSLqc3NW8A0BmM0u482bmyCIITDYY/Ho2qwKYpiMBiMRCJ05zPekruDiMVieFNH6qN9KDzPf/XVV6Io6mpaxttwq1wYhJAzZy6NjR2uvZVKMmoSlHw+WSymisUUAJTLWap5FIvpcllWKhxKbWNwcKKnxwRMzzhWqhfqhoPQCgDIJPNUscDWiLSwJih0C+oNqbImQ4WuioAOJnyerL98kykWU9vbi7K8woIfjdPsPtr4o8fj0VaJIIR4vV7skGlkqc7F4XDQeFLjfbR1UTbUxnUqPSLjbbgx7hVn0jZaRu7r9Gmz6g/PyN+hStuQ5Xgutw4v6xnZ7IrJNImfqYahtGSwP/j6oaEVRtqWUm8IKNQL2g0EAGiwBWJVrNnFW6PSqAMAqByApk8KUxHaAaoxnD9/bWzsZqvF6SSa3UdbEIRgMIgbUiAQUJ4YCoUwNBKjI2dmZqgacWhL7s7C4/Eo4zyM99FWRqri6Xa73ePxcBzH8zyW4UK9QTsTKrTh1p2J5b/QIISBDo17Gipto7oGkMslymUZAIrFNLVk5PNJ9Erm84neXktPjxkU6gUu2NNjZgVb6segc52aLgCA5obgj+gcQTKJfL/5JfWCGjMoSqsGpTnmDaoEvPjxIG8WwXrk9DOGpgILIukEcrnE7m6UaQw105o+2srEzjqX6lDm5+e9Xu9x7cfGCzsab8NdqbJkR0DVC1mO40g+nwSAclkuFtPoH+nttRx4Q17YLQYGbCzhqlUoVQ0K1TZ+P02xW1cCKxkgw+MDuJ1TCnKZ6i59ph6smVEJzH2lP6qUGKYTdBw7O1FCBADgOOe5c+5Wi9OpsP4UrYEQEgwGuy90o1pLFXoAAAU9SURBVFOgzhG0W8CLkIssAOTzCZViwSwWDEZHUyymdnaihCyZzZNnz7rZH3KdML2hZXSfEaWbKBZTGF2RzydLpa/hwGJRLKZPnzYpXSHUXMFiLBiMdgMNDOWyfPasm+OczKB4LDC9gcGoBfSAlMtZjOJEc0W5LJdK2QOvx++1CmarYDCaCTMwNBSmNzAYxw9qFdQJorJV9PSYULfAjFOmVTAYx0KpJBMiyHI8n0+eO+c+e/YKMzA0AqY3dBIYq4ghjazDdeeiq1Wo4ipOn34FLRYsWpPBqE6xmCJkKZdbz+eTHDfNcS6miDcUtd6ACXgGdyNM/MNOCpjOR2tUMxoBPmSs9IDVHVhkZZdBAzapHwRrZDH3B4OhIpdLZLMrhMQAgONcJtMk+3NoDur6DeFw2OBbbCQSCYfDWJQJKxAEAgH2+ttosMUXANRQApzR/tBqFrpRlphfSmtXqNwfqgQQZqhgdCW5XIKQGCFLAwPjg4MTPB9kVWWbTO3VylZXV3mex4wAZcNMBoPRIKq8TlFDRT6flOV4uZyltbDQ/cGyPxidS6kkZ7MrshyX5ZWBgXGzeYq1t24h+noD+tGpHqAs04TZg5IkYTlqmkyI/Q5obSisRETrC2HZqOqFkBkMRs0YMVRg9gcaKra3F1mcJqOdKRZTsrySzydQITaZJs3mKVbesR3Q0RuCwaDdbhdFUVmBmJoTXC7X8+fPactKql6Ew+G9vT3UG7xeLxYl9Hq9giBgmeqZmZlgMBgIBHQbc59MsCUHltDGvuG0kDaLXWAcI1QP4DgdoyCN08ScUhqniSEUKvcHazbGaBwYsoARjr29loGBcY5zWiyzzLTQVujoDTS20el0hkIh3W3e6/Wif53ubdj7AABEUcSOlwDgcDgWFhZwTiwWQ3sDgxIKhXien5+fP3XqFCoQS0tLz58/R1ONy+Virh9GE6jis1C5P0CT/cFsFYw6keU4Zk4Wi2kMWTh3zs38aO2Mjt5AOxfY7fYagu+wwaN2w/P5fDXI191sbGzQp017jQqCgArWURuCMBjHTnX3h7Jct9JWgaU2tQkgwKI1TzxYiVWW48Vi+ptv0qVS1myeHBiwseTJDqIhXVw9Hg+zsRuhSotqjuOMN7BmMFqCtnO6ClVchTZaEw4UC1qvgvlBugmqJWBGcbGYRu9Db++o2TzFjAodio7egAGPhJBIJBIKhZSH6DtxFXw+n9PpxPxMAMCeisckbbehVAuwtzgc9NHe2NjACg0tE47BqJvqcRXwcrlupR9Ea7GAA1cIMN2iXUE1EVu65PNJ1A4HBsZPn36FaQndhI7eEA6HFxYWRFH0er24h2Fgo5Hmyzg5EAjY7Xae5zHij8b6MVRgOKTf75+enlbpDZIkRSKRVgvIYDQWupdUUixoS/R8PomuEHxzhZe7ogNTL5oFOqdoZxZVvAvVEs6fv84cUt2Kfp1pQgiWMaYjmEh5pKVZv0cjEEKM+yNQA0MfkPIzg3HCQVsFKPqXUvUCALLZFZNpkk6mGga8HLfBXogR2gyWKgfUy6CsMMaKlp5Y9OMbOI5TmRZqMJgzpcEIyqIXDAajNuiWf+jeTzUMOIjkx89Y0wIA0NKu1DPgZVVD90LtbNug4asUeteVtCuafMv6pDC0NCQuktE4RFHEoJMaLEAMBuOoBgbtpot1vpX6B9rqVWSzKwDwve9ZMEqjEnSHNgK2a68yAZUe3YvSjFmEeXMYNcP0hk7C5XLRz1jgoYXCMBgngUNzRmpGqXnUDNv1Gc2H9dFmMBgMBoNhlP8f5xWd0mjHgTMAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "LOBFLAGS\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "RESULTSETOPTIONS\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "XATRANSACTIONINFO\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "SESSIONVARIABLE\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "SQLREPLYOTIONS\n" ] }, { "data": { "image/png": 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jEY8/nJvDxWtGwLYEzcDgmve2cWCeUs05Bn+6Gk21s7ePhM3hjenpn967h//sU1PTs7PElHrr0iUSk2WyWPDvppoBi2VsYgJ/RzYSiafJpN3p1BysJkPLV2i5AA26BJ1xegmaXLh8mcQfRO/c4TkOAE4PD/NLS2QfWY3FjGRCHo4DSWt8Bf1llfUb3r9+3TYx8c69ewDw5NGjwot1Wj7luCePHuVzubdu3SKDqxx3enjY4XQCwE4mc/utt6ZnZzXzTVc5bnRsTG6uUYxoro/TniYS8nGDBxq5NLQjvWqz4Ucf37///vXr79y7h1qkWmZNHs7NPU0kfnjtmslsLuRyG+vr+vNbwscPHqi9ZTXvbePAnxz93yjjP12N5uMHD2yTk2pp20fCJvPz69d3MpnEysr3Mxm83lfHxkJ+PwCYLBZPIKBz7PTs7PvXryfi8YIkkZmag227QssFaNAldNZNaPklTM/ORufnb126ZDKbTRbLD65dA4BRm+2HV6/efust9NnZp6aq/UHgOe6TaBSf7DeSye9PT9udTs3Bg14CLvI0kYjOz5sWF396794R3oSXnj179tJLL2F8w0YiEfL7dbI+5t5884fXrn0wN/fzf/gHMvjz69dHx8bIhsRznGJCtZnqEc31ybSPHzz42S9/iX+4DR5I0Lm06J0725mMNxiUj5B9VC2zGrzkn334Yc3iHq3F63CoA1lq3lsFBqN1jPDz69d/ePWqvoJi/KeroaICgNfheOfuXbW0h5ZQLd692dn/86//um3jIq8/eLAiCP+N1aozR/rd73oHBnoHBvDtzldfZXZ27l65MsmyAODgeTMAuz95J5E4rbJJKAYFgBzAqt0OALHYnV/96oHp1Qvf+qPn66c/3xx5bVCxguZgNWqu8F+/yReeLv/Zn11xuW4IkvDgtw++Dae/Dc9DN9KJz0dsrykP1xqsKkCrV6g2Uz7+NXz1Nexcef0Ka2Fjd9K/evD/mS7Atwb2Z24mRgaV36PmYFUZ6luh2sw6V1AMFnmo7MD/vmoHAJ53lOC0CHb9Zf/fxOa/shn9UayT+s+luYJ8sAfyZ2D5T/7kygv2BpPZvJPJYES0elG0QNqdzuj8/JNotJoC9erYWOFQ1WRrrv+DK1c+WlxUWxSMCKZzaU8ePXrnRV3sjenpv/qLv5ienTWoB3x0//4Prl2rNnkjkcAUNfKoimLgOO5DiXhcbtetOSEvSU8TCQB41WYj51UfRcZhPzWoGtXuLZEfT7SRSORzOZQHHWCnh4dRAMzbUbyudu1qYz4uWPOGy3+65EudGRlRnEshKhFMIY/8GgGA3LdqM2tCJFR/R3KBC7mcWryOQFH/UQPdX/8cwH8hb2w2jZI0moMyCk+XyeuTAL9P/T+KCZqD1TjECl/Dztew83ymDRSFFKsNVhWg1StUm6m/QmFZNhNsv1fdLc3BqjLUt0K1mXWuoH94L+ychY/1lz1rAwDDd6E+6j+X5gqagy/oDWdGRn5w5crtt9763tTU6Pi4ojrmk2jU7nIBgH1qaj0er6Y3fLS4eOHy5WqSbSSTci/7TiYzOjZmcP0fXLv2V5cu/fDqVcWfciOCVbu0RDxeyOUUe+qZkZHTw8NPEwmDtvqnyaQ6LQ2J3rmzkUyOjo0lVla+Pz2NskXn5/Gq+aWl08PDJrP5zPAw5q3h02fNCehzAYCQ30/sHPKjXh0bQwvKw7k5DNL56P59nUuodm8fzs3hd/TB7dvv3L3Lx2KYxbuTyUzPzn4SjZ4ZGfnh1avo63nz1i20p71//frPPvyw2rU7nM6PFhdJ7DGeBWR7tg7yny75Uk+iUcW5FKIOWCya8uB3hPc2n8sl4vHpGzeqzTQCkVD9HckF3k6nFeIZP0WrmHU6SacJQqFU+l+j0eI33/zFn/6p67vf1TzQNvj8eeXu66+rP9355pv/7Z/+CQD+x7NnvycrJKXG4Zi2Wg/jPuP5X66txf74j1+Znv7rQxwOAAwzDACDpsErr1853Ap18tlXn/36d78GgH/H/rvent6WyDBoGgQAx/QZ62Rrflz/7/+YffqP+Vf/dOC/+5+GWiIA4fXX77bkvJVKQRD+FwD4F//i37/88oWWyNDbO6yMb8ASV4l4/Ek0+vH9+5hJgh/xS0vv3L0L+4/j2+k02WP4paWNZBIA0JeDPp6DorM+MmCxvHH5svqxuOaBNS9NjZFyGTVJxOOJlZVbH3wAAHlJuv3WW2MTEygblhxHgdH6PTo+/sl+XHrNCbgmAORzuSePHpE9WH4U7Jfwe/fhwwGLJS9Jny4tVRNV895uJBI7mQw6xkbHx59Eo8Soji/GJydXYzEASK6sjE1MrMfj6Jwbm5h4mkhUu/b1eBwdRqscB/tKg05gis5PFy6ViMc/iUYV51KIWu272Egk+KUlvEU1v7UDSaj5HZFrJxyVG6UJYE9LBXdiseI33wBArlRCZ4QOk1rq0dzGBr7YLZc1JxAYZoRhDhxfVixKqZQfAH7/+y/6+ixDQ0aN52r6T/SzlhrX2CAebzzGF4VywcYc/hLqhxnpZUZaoLiI6dLTf8wDwNN/zA/aTP2WVjZXslhak1SZTj9/6v7669+1SgZQx0UCgG1yEqtjPpyb++j+fXxsxTBRknBlMpv5pSWyXZHn4JooHOf417bm+gTyWExGDB5Y7dJetdkAQK1qJFdWqi2iBmMh1eNYKBRfY3gqkQ31EjwpPmebXnzSqjkBDekFSSp89ZXmUQDAx2L2qSncEWs+0Wrc21hsJ5P5+fWqHWPtTmfI789L0no8/sNr1zAmbmN9fXxyUufavy97fI/Ozz9NJn/2y1/qCKbz04VL6ZyLUG2O/BbpzzyEhOrv6PvdFS+ZyGYf/OpXfzo6uvnll0uHigVOl0qPdnbG+vt/9803nCjeGh09ciGXl+8DwCuvjH7xxcbaWqwevaFV8Nu8+LX48rdfLpaLKSllP1PDrd6VLC9u9Zl7Bk6d+GKjxD/auXD1bKslajblsrSz8+iP/ujMt7418OWXS+WydOJEaww/evUbHE4nyeBcj8ftU1O479omJ9+4fPmJ7OG4fgyuTx6LD3qgAnJpuDHgIYl4fMHnAwCe404PDxtPKPie0/mJgZOqy3Idjrwk/fz69U+i0Y1ksmb58bzhWBP1vQUA+9QUSbrTjMj93tRUcmUlubIyarONTUwk4nF+aWlMlbhf7dpftdnefPfdD27fNiikEYzcZzLH9PLL+rfocN/agb6jzsXc3/+ffL7vjoy882//7ZU/+7NENnvQFXLl8i+/850Ji+X/eO21y6dPp0ulIxdyaGj87bc//OKLjbff/mV/f0eWouo70ff2d95+pfeV/2D7D0yvZhHO7mfIZnr7w++8/CfffvuX3yl+VW61OC2gUpFYNvAv/+X/fPLk91999d0W9vJ+QW/YSCTkifsYsQUAeUn6lOPQzo//fnDt2k4mc1RZ/gda/wfXrn3KcbjrGz+w2qUBwPTs7JNHjzYSCdvkZCGXezg3F52frxavoMn07OxOJiOvIo7nsk1OPnn0CLN4n6fAVqlSfiA+5TiT2fzWrVs1LSJ2l+tTjkMBjHxZ8nsLAG9MT8uzkNXFPABgfHLyk2gUFYXxyclVjjOZzWdGRgxe+1u3br0xPW0ym+upeFHzXHlJqjbHPjX1KceRS0vE40fyrRn/jmD/TnYiIwxj6e9Pbm6ODQ3dcLk0HRn62AYGRnp7M6USANwYGRnpPXoD+Pnzzv5+C8tOMMzIhQtGjYhtxXnmPKoLTB/jGnG1WpzWYJ8+g74JZqTXdaNR5RDamd7eEYtlMp9fB4AzZ6YZpmWJV8p8ig/m5gq3b58eHsbHLFLt4Hsv5oYNWCwXLl9e5bgjyfI/0Pr4WPzxgwcHOrDapQHAqM325q1b71+/PjYxYTKblx89+sGVK/J8WewvQt6qUxkHLJZ3Hz78YG7u1qVLuL7JYnnuE5mdJVm807OzR1L9Y2xiIjo/j+6DgiRVq8qHl/bG5ct/denSqzYbiT/VQX5vAQBjHlH+giTZXS4MnIzOz5OAwe85nR/cvo3ZvWMTEyG///LsLAAc6NrfvHXrry5dsk1M6Cd9VKPauRSiVpszPTv7/k9+QjKtp2/cqP9bM/IdKcQ7xIW3A1KxmBHFEaauh+BcpaIf2UABALEktlqEFiOmj94c1YkMDBysIuSR80L9BmQ7nd7JZHTKvXUu+peGT+Q7mUx0fv7dhw8Pt8fjA6tisFpqaz0YX3M7nTZZLPVE7Csu6kCX04hrN34uIyOI+ourX/KaKygmtHn9Bk24tbX1bPaGq66H4D//z//5H/71vz4qkdQIQnx1NTozE6w9tY158NmDK+dak83RJghxKRWXjqexgZBO37FYJlsYFAmacZFnRkYaVxSztehfGtk2ttNpee7AgdA0wDRi4zS+Zv3fpuKiDnQ5zdQ+1ecyMoKov7j6Ja+5Qheo5nFBqJlGUWMFSXLWZ66oSTabHBpq8SNanWTzB44d6T6KuUqrRWg9lcphyiMdLa1MZWlbOig1jkJpLdza2q2LF+tZIS5JNpPpqOTRJJtdv3DhWkNP0Wj2KntYPuE4k13PD40P1J7X1ZRKGZOpxc8btB8mhUI5JFGed54/X+ciyUJhosHBDYKw0onpl3JSUqr/RH+rpWg9/eaeVovQYiqVlqVfEp7bG7wOR2vloFAoHcfi8vLdK/V63DOlUiPSKAiimO50pQEZMrW4SGLL2UwWLlw7dmUbFJTL7eGnePbsWavFoFAoHQa3tjbBsnVmUsQlqQnGhsHB2slEbc5mYdNx5rg/3RWlSmvLRLYDvb1HUMu4ThryHYRCIafTyb4YLeXz+bxeL2sghMrn8wWDnR353CBEUfT5fDzPMwzDsqzf7yf3UxTFQCDAcRwAOJ1Ov9/P7P9BD4VCLMsqovRDoVBK1qBI/tUoPgIAl8vldDr1D1GcIhQKMQzjdrvl6wiCEIlEfD6fjsAcx8ViMc3Lx58K+bl0rppciKacOneSYpAoz8/WnfrRlOCGxPnznZSioolYEo9txSfCXu44lnuSI0nxnh69Hi7NoSHxDeFwWBAExSDP86JoKP/4vffea4BQ3YDT6WQYhuO4SCRitVrJ/RRFEfdCjuPIJko+DYfD6p04HA6LouhyuVwul8PhcLvdoVBI/RGCe6p83Gq12u12+SGKU7AsOzMzg8IQiBqhLzDhvffeUw+Sc9VcJBwOh0KhgKxzPDm22p2kGCQuCFClY8WBWMnlGp1MIQgrLNvKpLUjoe9EX6tFaDFFqcwMt6ahV1vRDvYGeHYU3Lx58+bNm+Tt1NRULBY79GpHJVWXsbq6+tprr2l+dPPmzR/96EeKkR//+Mf4empqSv7taA6iIUFnvno8HA6fPHlS55CbN2++9tpru7u75O3U1JQRgQkAoP5BIuequQjOBIBUKiUf0bmTFIP85d/+7a/37+qh+eqbb/5yff1I5KlGofDV3/7tXzb0FE0g9VXq7//p71stRYtJ/fqrv//ZP7Vaihbzz//8N//8z3/TaimeKe0NaBUQBEH+pEge6eSPZTzPA4AgCB9++KEoijhH/dxGBom9AQ/keV7xMMrzPH5E0YRhmM8//1zzFoVCIb/fLx/xer2/+MUvGvoYbbfbv/zyS50JwWCQYRh83Od5PhQKRSIRIrDX65VP9vv9BxXY4CI3b96UmxxA905SjDD3+PEEy9ZZtgEAVnK5Cd3G2fUjCCssW7WgaqeQklI0KLKYq/Qd+2QKaF0rTjnK+Ab0PTMMg65fjuMYhnE6nehOdrvdgiCgC9nn883MzAQCgXPnzn322WcAIAhCMBi02//Qq83j8QAAHutwOGKxmNPp9Pl8OCcSidjtdtxLPB4Px3Fut1vxJ767EUUxFAotLCygW4fnebz/AGC32xVBHizL3rx50+Fw/OhHP3I4HB6PhwQEfPnll/LbjpNfe+01nud1ig+iqgcAgiAsLCwsLCyQj+SSwH5ggYJAIPDjH/9Y/wJDoZDD4XC5XD6fDyMeiMAKwRiGOXnypL7AcowvgrEL8giGaneSYoQoz2dE8V7daRQAENvddZ06Vf86OmSz651e8QloUCQAAGTX86da0b+7rSiVMq0WAUAzLtLr9brdblEUcVP3eDzkyQz3ObKjxGIx3PBwRLG7oNJAXOByrFarx+Pxer1WqxX2bQ+oqYii+Hd/93dHeYltz+eff44vRFFcWlp69uwZ3nyMRpTPDAaDLpcrFostLCxgPKBCXZBTM9BPEIRYLCaKYiQSiUQiRjbsSCRC7Exut1th5FBjt9tv3rzpcrl+9KMfKWIk1RzJ5q1ehGEYj8cTCATkP4oHupMUQiKbnY/FPnz77fqXiktSrlJpQnBDp1d8AhoUCQAAm8nCeddxvwmVSq4d7Q2w/5cXg+FJ/Dx6GURR3N3dJTMVVmI5Pp/v008/VYTlE3BLIxtbOBx2u93kvIe8lA6EYRj1dsVxHGpjmjsZ2n6CwSDuhWizAQBBEBSKwtLSkv6+TkwagiAo4ljV1g7E7XYfNNUlGAy+99578h8VFJjnefkFiqL4+eefG//2D7QIMTnIB9V38kDXdQyRikV/JHLvyhVL/xEUIFrc2rp6trG5+MWiBAD9/Z3dMUuQBNZCk31AzJSGbLRYZFvYG2rnU2DU+sLCAtoDDK5rt9sXFhbQ5GAEGtCugGEYdU6KnJmZGZzAMMzU1BR6GdDXAwCRSOS1114zaPP3+/0+n69pXwEKHA6H5YMosPGH/gMtQkwOmkuRO0nRIZHNXn/w4OqFC/XnUABAXJIAoNE9MJeX73dHcAM1NmQTeZpMUS5LbZFMoak34P6B5muXyxWJRBiGkbsndCB7TygUQrexkcfTmZmZSCSCxyqCJY8hTqfT4/E4nU7FpqiIJI3FYmSDDAaDoVAI/fqiKHo8ngPVwHA6nW6328j3e1SgEYL4vzCc4nCWDIOL+P3+SCRC4kiq3UmKJnFB8Ecisy7X9BHdqOYYG9bXl7rDScGaj7u9YTNRGBxrbJ2P9ieXWzGZ2qKCmYafIhwOo3UBdy9BEHw+Hymzo/kIa7VafT4fx3Fer1duYyBldvT/Ltvtdo/Hw7Ks3W4/Vn/BBUFA5SAYDJJtG+8wlkiST8aHZlEUWZZV6FhYSgEN7wzD/OIXv7h586Y8nuC9996TV8V4pqoQGgwGseICnl0xf2pqqqY+V/MUcux2ezgcJgJzHBcMBmsGQNSzCN49lFDnTlLURHk+uroacLuPxNIATTQ2jI9PdbqTAgA2C5tDA8c9mSKbKJx3HnejSz6/3tvbFq2qX1L8fceie3a7Hf+qknGFI1lNzQk1wUyNYxXfcAgwFkEzMAL29z9U9Xieb/8aiKReU/MX0b+TFACQisV5jsuIYsDtPpKYBuTSb35z99y5hvakAIC/+ZtLHs/DTtcbsvns8tbyjHWm1YK0mIU3E1fuvX7Mi0x/9tn14eHZgYHWN1vR/hrU+3fNv631//Ft/02uHWBZVudGkb0zlUotLCy0f7nuOjWGehZhWbbU13f9wQPb2toww5j7+saHhoYZ5qieqjudxeXlKM9PjY8fScolIbq9PWGxNFpp4PlodxgbhJxAjQ1FqQwAx1xpAIBSKdMOSgOo9Qa73U6f+LuA9tcY2gHb0NA/+P0AEBeEjCiuZ7OxtbWMKOb29oYZZmxw8OX+/rGhIdvg4BE+bbc/UZ5fXF6eGh9/6PEc+YUvbm3dPXfuaNdUs7y8eOXK3UafpQnw2/yVc0ept3Uim4nCkO24BzeUSuk2CYoEtd5A9xvKMURd+jAtihlRjKdS8VRqcXk5kc3ahoaIWcLc319/tcR2QyoWufV1bm3N3Nd398qVOhtdatI0YwPLTjBMW3iC6yGbzw6aBmkyRSouUb2hUEi2SVAkNKgfJoXS6YwwzAjDKJQDYpbIiGI3KRPc2lpcEFYEYWp8fNbpbJCnRiqXqbHhQPA7vNVibbUUrWczWXBMn2m1FC0mn18fGGiXyqdtqjeQptuaLbmPMxjNpx/lQGkQarVAKhYTm5vVlImRU6eGGWaYYRrx7F4naVFMZrOoLmCziVsXLzb0jPOZzBTDUGODQYrloiAJF0cb+6V0BGKmxBz7CtOFQvLMmelWS/GcNtUbSBOscDhM90gCNrNwOp2RSOQQiYuUI8eiZWNAZSJXLK5ns+nd3eTmplQsYswE6hMYNgEATY6ciAtCMptdz2aTm5sYwNEEdQGZ29gAgBsjDd/Ou8bYsC6ujzPt8nzZQrKJPK3cAACFQqJNkjDhqPQGzf4U+nP0DzlEPr0RGdoKdWXomvh8Pkwd9Hq9WKypQbJR6oEoE87z5+XjqE8AAIZN5Pb2FpeXAQBNFACAWgVORscHvjbu/sCwDHwdT6UAILm5SU6Blo9rR1Tz0TioNNwaHW30ibrG2AAAa+Kac/gIso06HWElNzR+3MtL5/MJs7mNKp8q9QZM+sdW2iS9TRRFrMonz7bAgg2CIPzmN78hxXNwgno+sR/gHEEQFIeQ1QCAZVkUg5wLjfNEHvmnHMc5nU7F+vKTkrekC0M75IxgOc4DlWiUXxoqHPXXzKA0E6JPaOoBii1/PZvF18nNTVQvFCSyWWLDUHw0NjgIAGjVcJ0/39rM0qYpDQCwuhqdmemGhrpiSSxWijQDEwDWYuJM4LjbmwuFRPskU0CD+mir54fDYVKSKBgMKt7a7Xaymt/v93g8pOk2AAQCAbvdjlWEUR3x+Xx+vx8/dblcz549Uy/o8XgEQcAX2CmKVL0Mh8OaXTqbSSQSwaajxvtok4LKCKl1SOkORmRhEB0aX6mmmUqDIMQxmKQJ52o0q9ur55nzted1O9lEvt/SQ4MbSqV0O7TBJDSkj7Z6PvkIX8gbK5DzktU05QEAp9OJbS/UcxTr8zwvCAJqEg6HA3s+YfNDozemwaRSKSx1DIb7aMs7kSLb33xzJ52Wj7x84sSY6Q++wOHe3kaHoVEo1Zjb2EgUCh/YmlGpRhTTjx/fdru7wdhQLBeFnHDl9eNetgEA1mIiLS8NAIVC8uzZa62W4g80qo+25nx9qq1GfAp2u71aY24F4XBY7tcAgGAw6HQ60anh9/tb66fgOM7hcMAB+2ifOnVKMdP0rW/Ji/xnSqV0qYTF//FtrlLB11KlkiwUxkwmS08PjqB6QfQMS0+PbeC4OxEpR8ji1laiULj3+utNOFexKIXD/gvkb5xJAAAgAElEQVQXrg4NtUU1vTpZ3lpmzWz/iWNUaqwa60ui52E3fKf1UC5LpVLmxIk2Kn5aOy5SFEW3282yrNVqNbLdHnR+g3C73QrrAlogwuGw2+1ubR+jWCxW0/KBfbTlqoPdbo/FYuQtz/Mjp0/bD9UcKJHPS5UKAMQlCfWMZKEAAJlSCQCGe3thX7GA/f5DVLGgGCe6vR0TxXuvv2450fCMrWJRevDgusMxbbe3S5ZaPRTLxXVx3WPTsKoeN4S4NDhmouWlRZFjmKlWS/ECGl+JvI92KBQifbQBQNNHoDi25nxRFOX6hOJtTXnkH2lu/6IoYroBsSuQcEu3290O1SAcDgdaPjQ/xfFUKhUOh+V6AyZQYBYGxp0cOiiSaADVehISxSJZKMgVi0ShYDOZYF+rGB8YMPf0UG8IRc7i1lbTlAYA4Lh5lp3oDqUBAJa3lseZcWpsAIA1TjzvUhpZjyGiyA0Pz7Zaihc4+j7aTqdTc76i13a11ts15QEAlmV9Pp8iLUKxIHb1xODBmZkZhmECgQDLsoIg+P3+Ou7YEeB2u/EWHaiPNux7W9xuN9ZvaJyE+opFulTKlEqZUmk9n89VKplSSapUcuXycG/vcG+vuacH3R/URHHciEvS7Y2NCYulaUrD48dzAOBy3WjCuZqAWBLXxfW3v/t2qwVpC4QV6eKtZkTUtjOlUrpSkdqknRWhUX20NecbmaMJhkrUlEc9qHisV6R3tpBgMOjxeA4hCWaTtkMqqRqpXE4UCgCgNlEQswTqFtQ+0WWkS6X5dDpXqcwODzdNWVxeXsxm12dm2iXYuX4ebzweMg3Zz9DkauCj29lEgeoNW1uLAHD27NVWC/IC2nrDkXQ3puggimIgEGif/I5Gg5oE0ScypZL5xAlLTw/6OyYtFmqc6FCkcvn+1tZKLjd9+vT0meY1EeD56Opq9MqVe13QLBvJ5rMRIUKNDUjYl7pw7eyQ7bj/TUgk3mTZQPtUikRoH+3WwDCMy+VqtRTNA/0dCq8H+jswhEJunEBnBwZP2Eym5li8KYeAE8X5dHqKYZrmmEDW1rguUxoAgMtwtBsFUpTKm8kCVRpKpTQAtJvSAGp7A4XSWtDZgTmlGDyh9nRQZaLlJPL5+UwGAN4dHW2y1ymbTUQifrc70B1Zl8iauMZv81fO0ZoNAADLi1vFr8quG223XzaZ9nRSQNv2taIcWywnTmgGY8YlKVeprOfziUIBawPQsImWkC6VotvbS6L47uhotXycxtGVSoNYErk0R5UGpCiV+eg2LdsAAKIYY9l2LGVG9QZKZ4BblPNFJxrmi8YlKV0qKcImaE7H0ZIulZZEMSaKAOBimA+/+93myyAI8cePbzuds92kNABAWAg7R5xML3UQAwAs398an2Jo2Ya2dVIA9VN0HJhPQXuL60CUCQBIFgqKHFEaNnEgFOrCFMO0xKhTLErLy/cFYeXixVtdpjTE0jEAcI0co2gnHYpSOfRWwvPQRvWGtnVSANUbOgtsguV0OrF+A+2jbZxqYRMAQI0TatpEXUDQzDA+PtU1dRoIgiTEMjGvrWrB/uNG7E4aAGhkA7RrJgXSAXqDomlWh57iSMDi0/g/lo1qtUQdj8I4AQCZUgktE1hvG/0jx8Q+0VbqAnS1mQEAiuViKBFys27aLxuhxgZCqZQWBL/N9kGrBdFG+fWIoojdLElCJhZTIqWaYb/dJfa2ZhiGZVl5PSVSagkPxAZXOKKujoyfKs4lPwRf47HyaTioqOmEtaGIAd+gVJqnaEPk4pEv4tClpikIGhjU8X1Ek8B4zMWtLeLv6BqVIpHPZ77+mhT9RIVp0mIJsGw7RJgSM4PX26Z/PeskIkQunL1AlQYCjWwgbG9HGaZ9XVfKb8jpdOJuiq0QGIbx+XwzMzOBQMDv93s8Hp/Ph+Mcx7ndbofDgVWfSbUol8uFNgwsBQ0AkUgE92+WZSORCOk45fF4sPShx+PhOI5Uj8ZDsIt3OBzGJhSCIASDQbvd7vP5cBFRFEmDKJ/Ph5uovHB1TamqnaJZNx+weLYoinhveZ4n1abtdrvC/kG6kyNYQrtpoh43NAtOIHKVIrPv9cB4TJD1A8NACmibbuZES8iUSpmvv0YdaMxkwmyU5mdG6EDMDF2WNyHn8cZjppehpSEJYrpEu18i5bIkiks228NWC1IVpd5ANidRFEOhEG5jsVgM7Q3YXIp0eZ6ZmdHfZa1Wq8fj8Xq9Vqs1Fos5nU6Hw7GwsIAnwgaVAICDuE3KDwGZ7wBf8DwfiUTQzkHOwnEcx3EoOVov9JtX6Z+imXAch526HA4HKhBLS0vPnj3Dq3C5XHKDiroj+RdfPH3w4Lp62cHBMfnb/v6Xh4ZeGGGYYYZpR7dZR1BTpQCAZKGwns8DAGoVACBVKplSybavVajVCzU14y1IYW8Eozfkb7GROrYowzSTkd7eSYulrbQEBV1vZgCAxxuPxZJIEy/lLC9uXbh6lhobAGBr6z7DTLVV42wFGl8S2u1FUSQbldd7yLAd3Lzxf9wCyX4fDofRSa9ziBrsgq1wJaBGgq8ZhsGwQfLgri9Va0EheZ4/efIkGeQ4jmhm8smnTilbw73yyqtO5/8gHxHFtChm5CPZbLJY/CqVipORzc0keV0sSqKYIY90ROE4dWqEYYbxNctOHubajiVkP9bfmNXqhQKy5RuBqCDqU7eJqcMgx8HMAADLW8vZQvbK61Rp+ANiukS7WCHtb2wAhd4giqLb7WZZ1mq1arr5GYbBjRnDFOo06ROHhXFOnTqVSqX053Sc9d7n86nvAwY/yu+w3W6PxWLkrcLosn/UiMKQYHzXF4TnuoUoZnZ307u7aQDY3EwuLy8CQDabYJhhLOvb12dGrYJYMqgB40AYVC+OD6KYXl2Nrq8vdbeZAQD4bX5NXLvy+hXaKVtObD594erZVkvRFrS/sQEUekMkEmEYBi3n1Xpb4wQ0pKs/Rb+DEbDjtt/vx80PaxLoH4Jqjd1u9/v9OBmjHV0ul9vtxqV4nud5XrENG5dKFMUmx0Wi0iC/mWg7SaVS4XBYMY5BJyzLqiNM68eghlEsSpubCXydSsVTqfjeXg6NHNlsAh8TGWa4r88MAFbrJAD09Vm6+PGRUg9ra9zaWmxzM2m3T3s8D7up34Qafptf3VmlSoOCNU7cy1Xs081rita2dISxARR6g9Pp9Pl8uG+RdAM5oigKgoBhASdPnkSDAQY8Yryh8U2XZVls2I3xfTMzM9U8C1ar1efzkYDHYDCI4QuCILjdbgzkxK0XB4PBIPFEGJRKcQqDl1A/wWDwvffee++9906ePEnMJHjbBUGIRCLq+ag9YP2Gpskpp7/fQjQMTVWDKBbZbBL9I+gZEcVMX5+5v99CzBXoDaFaxTGEGBhYdsLhmD4OvjCqNGgipkvcfPrK3XOtFqQt6AhjA2jWb9DJ7gsGg7u7u7hjCYLg8/kcDgdx0h/u8ZdkSOqgXlzzKPU041J1Sk4j1ots53zRmqBDBL0hsK9VKGwVxANyHHaUYwXPR1OpuChmzp932e2Xu9vAQKBKQzUeXP/MPn3mvLNT/5odIeWylEi8ZbM97Ei9QYdgMLi6uhoKhdD77vP5XC5XMx/QKd0NietEQ4UoZtAJojBUoPtjcNB2THadLkBuYLDbp4+VhQmzJ9ysmyoNCmJ30nu5Cg2HRLa3o6VSemSkA4qiHrheZCgUCofD+Nrr9dJSx5TmIHd/FItfoT5RLEp7ezlUJjAZZGhovL/fTOM024RiUVpf59bWuGJRcjimx8edx0rVE0tiWAizZpa2n1CTTeQjfoFWhyT85jeXzp27256FpRV0QJ1pCqUm+r4PVCloOEVzyGYTgrAiimlBWOnrM7PsxPnzrmN4zwVJeLzx+MLZC7S4kxosKe0OsEM22hEGAGB7O1ooJEZHb7VaEENQvYHS5WSzib09qVjMZbPrUCWcAvZ9H9RQcQiKRUkQVrLZ9c3NZDabYNkJhhm2WiePc2zK8tbymrh28dWLtIy0Jo/nNvrMPbR/FaGDjA1A9QbKcYb4PkhdLKJVYLEKElGB7g+gcZr7qI0Kp06NsOwE1bqK5SKX4Yrl4sXRizSgQZM1TuSj21fu0RyK56TTdwCgIyIbEKXeEAqF1EWafT6f1+tthwKLFMynkLfvojQOhfsD4zTVQRWwb66AbrRYqA02opgZHByjRgU16JsYZ8ZpQEM1xHTpwU8+u3L3HDPSMZVMG0o+nxAEf0ekURCUASnhcFi9J5GOkZTWEgqFFhYWsJB2MBikQamNRn9TxA0V9utfAQApgQUAgrDCshP4mnhDoC01DM2YU6gSIOJwTLeJ2G2FWBJj6dheZY/2xdahKJXDfsE5O0KVBsLTp3Ojo+92kNIAansD1nCsWVCh/cGqEo0rjlT/+kZKZCrA9Ff83+l0YhsLSpsjbxpCHCIKDaOvz6wZOShXOOQQ5UONvBeJGnl3EtAqxkXjPA7B8tYyv83TEEh9ilL5wfXfOqZP09KQhI7zUCDaCTBoDCfaA8/z2AibvAUAu92OLRKw4CMZxGlYRgk3NtwdFUeJokjWlBdxwgPRwoGD6prK+KniXPJDiIGE4zj5NByUnwvFIPu3/EqJVAbXPxDYWVSn+ZYa+bnILe2IWlXHHHnTEONWfXWLMgTVAn3lAF7sTCaHqgVHiyAJsUxsyDTksXloNIMOVGlQk88nOqKqtBoNewPs7+5EG3jppZdIz0mfz4ePvBzHud1uh8OBPSPw01AohJ86nc6ZmZlAIOD3+z0ej/qohYUFYth46aU/iOF0OnEvjEQiuIWzLBuJREgTLI/HgwUTI5EIx3Esy8oPwXGfz4dFmlmWxRLUOOJ2u7EDRTAY9Pl8uO/Ky0vLzS1EKiPrH/S+y+NI3G43ls/ieZ5oEna7XWHMCAaDsViM9NroGssQhdKJFMvF5a1lISe4hl2shQYb6UGVBk0SiTeHh2ctls6LENKwN5BqTk6nMxQKyctB4lMy6fI8MzODWyaqFzghFArh5heLxXCm5lELCwvVZLJarR6Px+v1Wq1W1FdQz8ATCYKAeycO4uYqPwRk7gN8wfN8JBKRN5DkOI7jOBQbTRfqaNBqIqnXPwSpVApvbCgUQiMHSrK0tPTs2TMUyeVyydUC0tac8MXeFw8+eyAfyRaye5W9vp6+IZOGh5XpZfp6+uQjQwND/T398glMLy34SqHoIZbE5a1lQRLsZ+xem7fV4nQAEb/ATpip0iAnnb5jNk90otIAmnoD2VztdnvNptUEtE+Ioki2N6/3kL9RpCsV7Ns/iEjhcFjuQNE8RE04HHa73XJvAjGf4OIYaajjNdBf/6BwHOdwOABAFMWFhQVFeCPHcUTHko+fOnVKsc4rfa84zxm1NwjSC8EQxUoxm89m81kyslfZE0vPo1/xBdEh5ArHqd5TZJw+ZlGOFURjuHD2wsXRi60WpzN4PLfBDPfSUg1yOtdDgRyswCfDMLjLYsABbmzY3pplWavVqunp1zzq0BCHhXFOnTqlrwA1OVskFovhJQQCAa/XqykbBj/K75Xdbo/FYuSt3HxiBPUef545b+RAsSTK9Ynd0u5uaRcANguby1vLAJAtZJleBu0WRMPoP9GPNg9qw6B0AYIkrIlrVGM4KI/nNgCAdqBQ0Ik5FHI09AbcRNG5EAqFFJ8yDBMKhdCQjiORSAQHAaBajyv1UQTisDeC1+tFvz5umUZSElCtsdvtfr8fJ3Mc53K53G43rsPzPM/zCl3EuFQYMGH8EgDA4XCQoEu0oADAzMwMforjqVQqHA7Lbxd20MZLVseKNg7jGz/RMNCYkZJSALBZ2MSP+k70oW4xaBrE+VaLFQD6evpo3hqlbVkT1/htHgCoxnBQqNKgSUd7KBANvSEcDi8sLPA87/F4FB4BURQFQUAf/8mTJ/HR3+l0+nw+nEkyDmoexbKsz+c7aDICy7J+v99ut2MSx8zMTDXngtVq9fl8JOYR5WRZVhAEFADjGXEE5cH1DUqlWN/4JQCA2+3GO4bKCl4CRmjCvt4gCAKGXsrBq3C73Vi/4UAnbQJyDaOaMSObz+5V9gAgW1AqFrDvGUHFglgsBk2DNFKd0mTEkri6vbourrMW9sLZC9QldyCKUjniF5jhXqo0KOh0DwWiXWcaIxXUj/LBYHB3dxd3LOyj7XA4cNvTyQmsdlQ9aYTy1M1qqNdXH6WeY1yqeuQPBoMej+cQCZyYInu45M+OABULtFiALOoiW8gSNQKoVkFpDMVykd/h18Q1AHCcdowz4/Sn66Bgo8sLV8/SQEgFWBqSZQMDA53d5k07vgEjEjQ/EgRBbpmXB1HqnEbzqHrM7EbyD9Xrq49SzzEuVT3yezyeQCBwCJtB11eYJj4LTYsFcYWkpFRKSu1V9kiMhaZWQR8TKQbht/mUlNosbI4z4zPsDA3KORxrnMjNpy++O8pOdqrzvkGUy5Ig+EdH3+10pQEO0dcqFAqFw2F8TTI2G3RUd2PEZEI5EHKtAt+i6WKvvCf3gGD2KY2roIglcU1cy+azm4VN1sLaT9vpj0Q9xO6khZXcTIClZaQVlMvSb397/fTp6TNnplstyxFA+2FSjgvoAcGUEFAFbPb19KFugdGaNA2ki0FdYV1cZ3qZQdPgeeY8VRfqpCiVH89t9FtOOGeH+y0HS9M7Dnz22XWLZfLs2autFuRooHoDhQLFchHViGwhWywXYV+rEHICa2ZB5f6gWkXHIUhCtpAVJEEsiayFZS0sa2Zp7MKRkE3kH889Pe9iLlw922pZ2pGNjTkAGB291WpBjgyqN1AoNVC4P0ioJtEqSNUKaqtoH9D7sFva3SxsiiVx0DQ4NDB0njlPv5qjhQY06JNO36lUct2kNIBab5D3TahJJBJZWFjATgqYH2EkdsHn83m93iMP7juQ5J0L5lN0fXRkB6HQKmDfViEvh4XmClJqk+aANAKxJGYLWVQXsoUsa2aZXsZqsdK73SDEdCk2n97LVS6+O0oDGjTZ3o7u7ERff/1e55Z40uTwfbQjkUg4HPZ6vQzDYMyjy+Uysp/Ju2QdIcehz1MoFFpYWMCq2MFgkIaXdgRY4VsnsxRUtbCAZoLogroaOpU2C5sk9BWNCkOmIWpUaDTLi1t8dJsmW+rQrUoDHLTOtJzV1VXsRQkAPp+v+Xs21o1ow/JHjYO0FcW6mVRv6AiIBlCtFhZpHYLJpSCr4U1cIfBilxCiXnS3T0RRzEMsieLXIlERAMBqsdKoxiYjxKXYfIadMHse2mgIZDXy+cTW1uK5c3e7T2mAanoDGsOJHoANG7HoAmYPYj0GkCUTYrsEUtIA21yR8kRYIgkLKivQnImDckUEe1fiRwzDYGUqFEBeBEl9YNcgv1I06tRTeIrSPhDFQsfGQOpsgky9kLcik2sYoOp9SvQMaI/C3vKmJ6By8ahTZzEitR0kP84UpfLy/S1hJeeaHabRDDqIIpdOz7NsoLe3O7t5aegNgUAAt2cMWYAXzQkul+vZs2fYhxoAiHoRDod3d3dxG/N4PFjT0OPxcByHxZtnZmYCgYDf75efS3MmLhKJROx2O9ZaJs/ZHMe53W6Hw7G6ukoEwIrRRHL5gR2B2+12uVwejwfvOQ5i1Ih8GmlWjrAsu5XeEcqS5pp9lp4h20CDBKY0H/l+WdOFIVcy5L1C4EVVgyDkBACQqx2aEGdKNXDX16RYKW4WNuWnIImvCBbVsFqs1EHTnmD84/gU4/2g48sWNRR0T5w7d7dblQbQ1BtIbKPT6QyFQprNFzweD3ZxJHsbtk4AAJ7nBUHATd3hcCwsLOCcWCyG9gbSX7vaTKvV6vF4vF4vtrTADluktfTMzIzdbicmevnmOjMzIz+wIwiFQmjOAQBRFJeWlp49e4YGGJfLJTeckAblhK8L/zUVV+oNYqa0l6tUO52wkmOGv80MvxDENDhmUkyzvvgwQZ8tOgvFQ7nBxqcKFCYBI9BGZV2JmC49vr0BAFfunqPxj/psbMwVComujGmQo6E3yEtH67ef1gQbPKo9BURdqDmTtJg66KkPfWCrEEVxYWFBEabAcRxRkuTjp06dUhxuPvNHzn9fl0pblMqbicILImVKu+mSXB3ZTBaWF7cAoChVNpMFdsKM433mHqJ/9L98Ymhf+WCGe+kfly6guyMnKEYQ4tJqdHszWXDOjpx30h8GPcplKZOZBwCb7YNWy9JwGhLVgg0nj2omNstwOp0YP9FNHv1AIOD1ejWVM4Zh0INDRux2eywWI28xzqNOAfotJw5nS5ArHMVcJbueR1VjL1cRMyUAKEoVMVMasj1XJohJg1gyBm0mGlRFobQnQlzCp4ULV89Sc2NNsIy02TwxMnKj1bI0A40/3BhviN6BUCgk/wh9CvpgqL/f78ddDYsN1DmTYZhQKITWe02BO7c5JBpdAGBmZgZH0ACTSqXC4bD8ejGBAu8Sx3HyKNTmo1A49J9FhH3rRSouoXpBnCmoZKDdQqFb0BANCqX5UI3hoGCXy7Nnr3ZH7wkjaOgN4XB4YWGB53mPx4N7GAlXNLI9syzr9/vtdjvLsqIozszMkFi/w80URVEQBAxZOHnyJJooGIaxWq0+n4/jOK/XqxmE0f6grQWv2m63o1qG91wQBHVoJwaRuN1urN/QdHkPCfnro/NnKJvI70kVkOkWm8kC6CoW1CFCoRwhfHR7NbrDDH+bagzGQaVhdPRdi2Wy1bI0D+0605jlKH/6P0TKn/F+j/ozg8Hg7u4ubpOCIPh8PofDgXvtMUxExBRZgzpcN0EUi2yyUPyqDPuKRTZRYIZ7+y09JN5iaHyg39xDzRUUihGKUnmdE5cXt9gJy4WrZ6kubpzt7ejW1iLLBrqgNfaB0HYwY0iBfOQQ27PxIgo1Z2K5CCKSPHLzoFJ1Ose2wjRRAjSfhEi8RTZZyK7noZZWQW0VFMoaJwpxSViRxqcYmitxIMplaWvrfi63YrM97O7UCU06o69VKBTCUtYgSxOlUIyDMRYKW4WwksP0EPSAkKwQaqSldDFiurQa3V5fEtkJCztpoYkSB0WS4hsbtxlm6phEQarpDL2BQmkcYrokZkqYFQL7MZtFqbKXKzPDvcRQQYMqKB1NUSrzj3bWYiIAOKZPjzsZmtB0UIiZ4dVXbx0334QcqjdQKHpoGiqyiQKmmKKh4tRILzPcSyMqKO3JGieuxXY3k4XxKcYxfYYqvoeDmhkILeijraZBnbW7FSy5LQ9Awa4c6tAH9cxqbbjVM3WWpSAYqkkMFQqVAm0V1PdBaQnZRF5YyWXX85vJAjthOe9k6E/goaFmBgVKO1U4HDa4T2Afbay+gNkNfr//cBsM7k+HOPC4EQqFVldXI5FIJBIhwaSYg4rNO0hKquZMzTbcmjNFUXS73djM7NSpU9UyaY85xLqg9hCTOE1MKxUzpeXFLer7oDSUolQWVnIY6jg4ZhoaH7hw7Sy1gdVJPp94+nTObJ44DoUgDaK0N2AhJiOpEPI21saPohB06lxVA1tbORyOWCyGd1sUxVAohN8FNv1CDUw9E/ZrUOL/2NS02kyPx4PlMY7qYilyjPg+qKGCYpBsIr8WE4WVHACwE+ah8QEa6nhUpNN3RHHpuJVnqElr+miT/gvkUyz9JG+0TcweiqW6AyzHedCNWZ13Sow98KIiop5ZrQ23eiaWnBJFUV6HinKEoCqgqRDIgzR1DBW0RsVxBq1Z+OOxmSwMjpmskxYauHC0YC9shpk6npmW+jS7j/alS5c++eQTcgjWscaHXUEQSLLl0tLSwsKCx+NRL9WkG9NgIpEICQQx2EdbB57nw+Ew+hp05sjfoqJWbSbDMOinQL2wg2pTdjrMyHOfheYjo7BfpVseUSFmSn3mE/IaFRinCdRW0S0oFAVmuHdwzHRqpPe8i6GK45EjSfGtrcWeHnN398Kuh2b30fb5fNX2IdQSAMDn8zEMg/uo5lJdQCqVIoEIBvto64A6gb5SpW7DXY3V1VV0fzAMI4riqVOnZmcvWywvAUBv7zD9RWoh+noA0Sp206XddElhqwCVB4TGVbQzQlzKJgtiuiSsSH3mE0M2E0MVhQaDGgMAnD17lTomdGh2H+2ZmRmn04lPsaSjlZxQKESMGdWW6nQ4jnM4HHDAPto6oAqChhmMYFDPUbfhrobVaiUeDYZhpqamfv3rj/7Nv/mjUimjmFkoJADAZHohwNhkGpO/7e0d6e0d3n9N1Y4Goq9VHKIDSM01KUeCEJfQM4XtZDHSBbW6807m4q3RVgvY/ZRK6Y2N20A1BmM0u482bmwcx4XDYbfbrWiwyfN8IBCIRCJk5zPekruDiMVieFEH6qNdE5Zlv/zyS57nNTUt4224FS4MURRPnrwwOlpbeyuXJdQkCIVCslRKl0ppAKhUckTzKJUylYokVzjk2sbAwHhPjxmonnGk6Bfqhv3QCgDIJgtEscDWiKSwJsh0C+IN0VmTokBTRUAHE95P2l++yZRK6a2tRUlaocGPxml2H21863a71VUiRFH0eDzYIdPIUp2Lw+Eg8aTG+2hrIm+ojetUu0XG23Bj3CvOJG20jFzXiRMWxS+ekd9DhbYhSfF8fh1e1DNyuRWzeQJfEw1Dbsmgv/D1Q0IrjLQtJd4QkKkXpBsIAJBgC8QqW7OLt0a5UQcAUDkAVZ8UqiK0A0RjOHv26ujorVaL00k0u482x3GBQAA3JL/fLz8wFAphaCRGR87MzBA1omZL7s7C7XbL4zyM99GWR6ri4Xa73e12MwzDsiyW4UK9QT0TqrTh1pyJ5b/QIISBDo27GwptQ18DyOcTlYoEAKVShlgyCoUkeiULhURv73BPjwVk6gUu2NNjoQVb6segc52YLgCA5IbgW3SOINlEod/ygnpBjBkEuVWD0BzzBlECnr/dz5tFsB45eY2hqUCDSDqBfD6xsxOlGsOhaeAiS9gAAAXJSURBVE0fbXliZ51LdSjBYNDj8RzVfmy8sKPxNtzVKkt2BES9kKQ4jhQKSQCoVKRSKYP+kd7e4X1vyHO7hclkowlXrUKuahCItvGHabLduhpYyQAZHDPhdk4oShWiu/SZe7BmRjUw95W8VSgxVCfoOLa3o6LIAQDDOM+cmW61OJ0K7U/RGkRRDAQC3Re60SkQ5wjaLeB5yEUOAAqFhEKxoBYLCqWjKZXS29tRUVyyWCZOn56mv8h1QvWGltF9RpRuolRKY3RFoZAsl7+CfYtFqZQ5ccIsd4UQcwWNsaBQ2g00MFQq0unT0wzjpAbFI4HqDRTKYUAPSKWSwyhONFdUKlK5nNv3evxBq6C2CgqlmVADQ0OhegOFcvSgVkGcIApbRU+PGXULzDilWgWFciSUy5IocpIULxSSZ85Mnz59mRoYGgHVGzoJjFXEkEba4bpz0dQqFHEVJ068jBYLGq1JoehTKqVFcSmfXy8UkgwzxTAuqog3FKXegAl4BncjTPzDTgqYzkdqVFMaAd5krPSA1R1oZGWXQQI2iR8Ea2RR9weFoiCfT+RyK6IYAwCGcZnNE/TXoTko6zeEw2GDT7GRSCQcDmNRJqxA4Pf76eNvo8EWXwBwiBLglPaHVLPQjLLE/FJSu0Lh/lAkgFBDBaUryecTohgTxSWTaWxgYJxlA7SqbJM5fLWy1dVVlmUxI0DeMJNCoTQInccpYqgoFJKSFK9UcqQWFro/aPYHpXMpl6VcbkWS4pK0YjKNWSyTtL11C9HWG9CPTvQAeZkmzB4UBAHLUZNkQux3QGpDYSUiUl8Iy0bpF0KmUCiHxoihArM/0FCxtbVI4zQp7UyplJaklUIhgQqx2TxhsUzS8o7tgIbeEAgE7HY7z/PyCsTEnOByuZ49e0ZaVhL1IhwO7+7uot7g8XiwKKHH4+E4DstUz8zMBAIBv9+v2Zj7eIItObCENvYNJ4W0aewC5QghegDDaBgFSZwm5pSSOE0MoVC4P2izMUrjwJAFjHDs7R02mcYYxjk8PEtNC22Fht5AYhudTmcoFNLc5j0eD/rXyd6GvQ8AgOd57HgJAA6HY2FhAefEYjG0N1AIoVCIZdlgMPjSSy+hArG0tPTs2TM01bhcLur6oTQBHZ+Fwv0BquwPaqug1IkkxTFzslTKYMjCmTPT1I/WzmjoDaRzgd1uP0TwHTZ4VG94Xq/3EPJ1N6lUitxt0muU4zhUsA7aEIRCOXL03R/yct1yWwWW2lQngACN1jz2YCVWSYqXSpmvv86UyzmLZcJkstHkyQ6iIV1c3W43tbEbQadFNcMwxhtYUygtQd05XYEirkIdrQn7igWpV0H9IN0E0RIwo7hUyqD3obd3xGKZpEaFDkVDb8CAR1EUI5FIKBSSf0SeiXXwer1OpxPzMwEAeyoekbTdhlwtwN7isN9HO5VKYYWGlglHodSNflwFvFiuW+4HUVssYN8VAlS3aFdQTcSWLoVCErVDk2nsxImXqZbQTWjoDeFweGFhged5j8eDexgGNhppvoyT/X6/3W5nWRYj/kisH0UBhkP6fL6pqSmF3iAIQiQSabWAFEpjIXtJNcWCtEQvFJLoCsEnV3ixKzpQ9aJZoHOKdGZRxLsQLeHs2WvUIdWtaNeZFkURyxiTEUykPNDStN+jEURRNO6PQA0MfUDy1xTKMQdtFSDrX0rUCwDI5VbM5gkymWgY8GLcBn0gRkgzWKIcEC+DvMIYLVp6bNGOb2AYRmFaOITBnCoNRpAXvaBQKIeDbPk1936iYcB+JD++xpoWAICWdrmeAS+qGponamfbBglfJZCrrqZdkeRb2ieFoqYhcZGUxsHzPAadHMICRKFQDmpgUG+6WOdbrn+grV5BLrcCAN/+9jBGaVSD7NBGwHbtOhNQ6dE8KcmYRag3h3JoqN7QSbhcLvIaCzy0UBgK5ThQM2fk0Mg1j0NDd31K86F9tCkUCoVCoRjl/weDLz6sj68H+QAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for part_kind in hdb_partkind_values:\n", " p = SAPHDBPart(partkind=part_kind)\n", " print(hdb_partkind_values[part_kind])\n", " display(p.canvas_dump())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol Authenticate Segment" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### SAP HANA SQL Command Network Protocol Authentication Field" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "auth_fields = [SAPHDBPartAuthenticationField(value=\"username\"),\n", " SAPHDBPartAuthenticationField(value=\"SCRAMSHA256\"),\n", " SAPHDBPartAuthenticationField(value=\"XXXXX\")]\n", "for auth_field in auth_fields:\n", " display(auth_field.canvas_dump())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### SAP HANA SQL Command Network Protocol Authentication Part" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "auth_part = SAPHDBPartAuthentication(auth_fields=auth_fields)\n", "display(auth_part.canvas_dump())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol Client ID Part" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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k02zJ8oYklXd27IM2XeFb/f0Om2ClQy6bZSIReOBe8Hhu9/fDtK3D6jaqWmHsCFADnvKgw/rqqo3jNEogjs1o2gq4SFsdDIdbLRaqrSRYFXZevbyzQy/a5GdZSYBpduo4jVrpHeeuqnKp1IYkuTyeRp/vdl+f9l0DUnt1C+aQe02/2iynL3Nco8+nHUa6K6by6S201x1WdNg0qC5ls4SQYCh0q7+fJnAbdbZCEoQVnt+SZXhBq5pM/+XhJiaM/wCq2vbzscxxNnM4WvXoV4d7DD4H3MSEzd2Nva8tb1+3VrQdpLMPE41aZdMcrSXLOzu66hc8nkAo9HJ6+nZf37okbeRydKVNxwWPp9HnA4+yq6pSNksnBke6uiA3Z5njXB6PVVtMJQTDYRoTcBMT2p0VRrR5N9rCDptgpYPL4+FSKfoAWclkOix0sDFCTRg7YiOXe60Jj2x0MJVgZRnnrWgLBl1u95Ysg5zZZLJcKll57kPawar6jVjsybffQke8mpqqVUK5VHo1NQXPcFOt9I7zyeBgMBR6+Pw5IWR5cbH8aT7uW55fXlzcLZW069UrPN/o83WyLCFkS5ZHe3tjQ0OmsfYKz7cFAtpu0F0xlQ/FNiRJe91hRSdNg9mM1mAQ/vRqaurJ4ODD588/Dn2DzqbMJpMbknS7v9/ldsM0hX35uvBqZsboOKva9vMBI8f+8e18dH1uXs3MBMNhU21Ne19bfj2XY6xT22tF20E6+8wlk8FQyDQ+OFpLbpqlnMSGhp4MDkqCUFZVq6QYWpJOyd6Ixaio1kAAUmNcHs/BJBBCfh4c3JJlKZu9uf/stkFX2HkTrHS43dc32tsLF5lIxEYB0+oiz7/mOAh813O5m7GY/c5IY0cwLLu+ujrS1eVEB1MJgEMzmrYCptxfcxwhpDUYtG+CjR02JIlLpVyGJcaq1eHldbS31+V2Q0z58+CglRBTCTe6u6kNb/f16Ux0bm9v79y5c5MrK4SQdUlKJxJ0qsQITJ7MJZM///nP9OLPg4NtgQD9tyryvK6AVUnjFVP5tNirmZmffvkFnkQOK1JsmsZNTGzKsvbVkpuYoI7EqLMRaPJPL17Yb3auOwOdndDRWqraVkdNaQv2/Dw4aByRpuo5GV2fVVVCyEBn58Nnz4zaWvW+VXkn2GuutYnOPvAWeNNsG8PhLfmvX38tb23ByUF/L5f/xeUyLfzfGxtftbY6EWtacndr659dLivhB75XTdQk1rTwIY3gHJuO2MzlLgcCh5HgnMN3xCElfCYFdBfh5CD9kXsQX1vtnYJ5HoZluVTKZv22NRAoH+jluqr8W/fvv5yeNsaUThSzadry4uLDT99EbsRiP/7ud7GhIYeO8OXUlHZ2V8e6JEGePQ1WQA24Dg9WSRC0E1NVC+yq6oYkEUJag0F6X2Mtep0QYjXrBVjZluoPN1qXJNgULAkCrGk1+nygAKTy6z5btd24jAECqxpcO7q0oi63tOjupVOVKqbTR9tGolmYsSppxL73qTStcag9iVmvmWrukAsez81Y7OX0dNVIS2tJ43DS2rZcKoE+/7OzQwih+UGkXDYX7XLt0jL2WJUsly2FH/heNVGTWNPChzeCc6xs1dgoO5Ts0No2HL4Vh5TwmRSwEPuJ47zc0nLr/v3R3t5rkUhbR4furKZljmOiUUIIE4msCoLVv8yX09PXu7utdFvP5bR7g7ZkuW3/naiq/Fv9/T92demWXR0qZtU02MCkcyqXW1oafT6rXcNGNnI5q3l5bmJiPZdrCwSkbJbGAVwqBa0Wl5YafT6X233Z54PkewgIqhaAaWdCSDqRoLGOtlZrIAAx9GwyCQkLL20n+q1sO5tMQh/NjY4+fPZMzGQgsXtLlmNDQ685DqZEINC5NzICczJPBgd/evHCqu2dLAvLSNq7EGcpmtrRpRW1zHG6e+lUveDxmOoDfQS23S2VJEGIPXhgVdIUm96njPb2QvSps+fllhZjrxk1r2oWLddYdm50dFdV7StqLWkcTlrbQrIJIaRRlmmq4UBnJ/6w0pdErVS6nj4tffjQzTAjd+7UW52zjn6NM/bgQTAclgRhmeNeTU1BXjX8SVxaevjsGdkPyGgaG/wJjm6CKfVbFrlw9tjIBy54PDe6u42BUdWKVZtm5AC56UYkQZCyWdgVpNvPBGcngsLwSG3r6Hi9n1JftQDdabRbKmmPJtHWIvtHsfwwO3vB49lV1bdLS1aqmtp2XZK2ZBkWBto6OpY5jk70wYeOcHglkyGE5LLZQCi0KggMy4o8HwiFNiTJqu2rggBz5is8T/a9ps3itM3oAlGSILzmON29dKpa9cW6JIlLS2Ciqr12SKzsqes1nea1Ag0xfe2zsqTpcKLdRDmqSW/kAEy9eVP68IEQwr97h46z7phsR4E0qtiDB7PJ5MupKQhcRJ4n+1t8iGFrDo2EqqJbPKMnJdrLp9DAiF5xWNGqabBubPS1uWzWeVospIQYr8O5WfAZcg6pbuCY4abwgHO53dq6VQvA5F5ZVbWJ19pahBAxk2EiEXiSVg1cTGybyWzJss3hHQzLphOJXVVdFYTb/f2Q1rG+utoRDtu0/aYmgONSqY1c7qdffrFRzGZ0gSibe1GsymhNZF/SSj2r3jdiZU9drx0Smx2WNpY0Dqeb9cjAQkxRK5VsPh+9evWv29uyovDv3rFXr9ZbqTON3T7OTpbl9veNrgoCE4nodpIc4Y4Lh/JpYFRrRR20afBkhHd/CFwGxsdFnq9pP8Y1ln3NcVV/FsB4LsnB2FVVyAG73NJS9SxHm3OKdRhtSxy8El2LRHLZbC6b7R0ZCYRCkiDABIBuFdOq7a3B4M1YbG509AiP4HBiZ1rGdfGi/b6xqtIc9j7g/BXzwIiZjM1aiZGahhNSFzwNDXMDA0I+L6yt9V+/LitKvTU663zy6yjrkgRH8wGQm0AI2VXVtzwPU53wH+wU1hY+DDXJv9Xf/5bnIV3beUWrphFCYkNDy4uL65IUDIfLpdJsMml6hJUNsaGhLVnW/pgDPeFweXERtt/CtjCrI8Rq4i3Pu9zu3pGRqu8HTDT6ludBASedpbUtIQQO4KDbh3UOBq53hMOvOQ6ObOwIh1d43uV2w+nSTtreOzJyIxZzud02vwJRlar32lVVqzJMJPKW52nTYDtXTb1m1ftG7O1piv3ebSMvp6dtThU3xflwOoA+yBFSqlQIIZ6GhmBzc711Oevos2rnksny6Gijzwcv2nTX47VPX6gveDzXu7tXeP5IdvvVJB8CIzjt3nlFq6YRQtqCwXsjI08GBwOhkMvtfrO4eOv+fW0A8WpmRnu4vnFHxwWP54fZ2blkEvb9lFXV5fF8nBYeGqKbumJDQ0cyHRcIhbhUCmb8yqpq8yMGbcHgje7uH7u6WoPBNgeJ6VrbEs1eKGgUE41C9hCXStGsGUhFgR1vgVAonUjA2Zg1tf3eyMiPXV3BUMg+9dcKq3vpVLUqExsaevLtt3TTW+zBg5p6zar3jSVN7WkqU6e5ffO1K5eBUAjO53RoOuJsONWkD/KZWC0WLzY01FsLhBDdPk5gs1DYkmWbYztOLvZNg0BhS5a5VKrWp49WiPGhafPrSAfGuczNQsHl8Rxmj6muUTU153O03fm9nFwBjB13AM2tzlc7QLEvaTcnt9MVwKzaL0/y11/Zq1fDfn+9FUHMHCdytBvnEeT0gY7zy9P19OmL776rtxYIIXjIuynoMhEEOVaolYr7/Pl6a4F85KPjdPK7rwiCIEhdyObzIZykPTb8lhDyh++//1+cdUEQxDF/+P77eqtwtlgtFjswmfb4sFeNR48era2tGT8fANPqjx49OrDAs8bk5GQmk7Ep4MTCmUzmm2++iUQiY2Nj29vbWuGH6dwvQ1ULIMip5D+mp/+q+deK1JffVPWsjx8/zufz8FkUReUQe29Nqz9+/PjAAs8aa2trmUzGpkBVC8fj8bGxsWg0Oj4+vra2Fo/H6Z/m5+dpRx9bqloAQU4lsqK0eL311gL5SG3JQTzP11R+eHiYEDK+/4tdtVZHjNy9e9fmr/YWHh4ezufzPM+n0+menh6v1/v27dt8Pu8/3NqJrpc/N/YWQJDTh5DPB5qa6q0F8v+YRJyiKPI8b/oI1gY0UEz7lV7UFlYUhRbTVYcqiHMGBgYYhoHPYExwhLSAvYXT6XQ6neZ5fmxsTBTFdDpNCNFFmdoe1F7RFoObQrea9rJRDhTQDhjTkjzP63TWDTOtBRDkjJDDBc5jxrm9T9OChoeHFxYWenp6FEXxer3j4+Pnzp3LZDIsyxJC6Od4PJ7P5xmGWVhY4Hne7/ezLAtPtIWFBbgOogghfr9/fHycYRhtdZ7ne3p68vn8n/70p72zlJqkKEo6nZ6cnMzn86IoxuNxRVESiUQ8HhdFEaI3QgjDMPYxHPSI1+sVRdHr9fI87/V6bSwsiiJ8jcfj7e3tcCPoNbgRCIS+g/8TQoaHh0VRZBiG5/mBgQEQOzw8DIVhkOh62TgSQCxUSafT+Xze6/XSu0NJv9/v9Xr9fj8MP1DJOMw+V68gyDFmeH4+1tmJRx8cI7QLnisrK1euXNn+dAmaEELTMeDzyspKJBKBK/Pz85B7EolEJicn9/b21tbWqNhHjx5pM1NodXqX7e1t4iBB6TSxvb09NjYGrR4bG1tZWVlZWYGvsHoHZa5cuWKfBROJRObn52lhML6NhTOZDPQarbi3t/f73/8eKu6Z9WAmk7l27RpV+8qVK2tra7o+3TP0sulIoHzzzTdjY2OmJaG98/PzoKfpMEOQM8i/P3lSbxWQT/hkjXN+fh6Wvux9LWSRsIafg4CAoGpYoL1L1XudPrxeL51shLBPFMWvvvqKFqDzolXnJKkNe3p6wPcAphZmGGZpaYkQEo1GM5lMT08P3DqRSNCKuh6kMw0gh2XZhYWFu3fvsizL8zzLsolEwrQHTUcCndQFX24sSWNo2grTYYYgZwqpWMQFzuPGJ47z0qVL2uevDXQy7WAcJjX39DE8PGw0ptfrhVnKg8k0Wtjr9UYikfHx8Xg8Tifb6WSpc5kMw8AaJ7hnJwlfiqL09PT4/f729vaaXpUOOcwQ5BTAiWK4vb3eWiCf8ElyUE9Pz8LCAk0DsXomDgwMLCws0Eezkz0M2uf43bt3aXXMswWvqd0WAl6NZdn5+Xn7umBDRVEWFhai0Si9bmVhWFuFBJy7d++Oj48nEgmbl5hoNJpOp2nKD10lhRg3nU7rEnmsRC0sLHi93nQ6TVdwnXCAYYYgp4yComTz+RgmxB0zPnGckN/BsizLsn6/32rDnN/vTyQSNA0Esj9MaW9vT6fTujIMw8TjccgnOoN78vL5PHjE8fHx8fHxx48fd3Z2auMwsD9MitqLmp+fh57q6enRTmlaWdjv9/M8Pzk5yTDM2NjY8PDw5OSkTQjIsizN94HgDyTQXDCY5jXtZZ0cmNplWdZ5KrXzYYYgp5XpN2/6rl+vtxaIHn1WLQCPuaqVnRSDnEzjdQhczuAa51EBS4wMwyiKYrqubGNh2MfifJLW2ImiKEIerFUBJ0IcYhxmUrE4ODMTbG72eb3u8+dbLl3yeb2Yc4icMtRKpTedxl9EOYaYO07k+AOO84znzgj5fKlSWS0WSx8+yIoiK4rP6w00NaErRU4BE5nMxYYGjDiPIfizYicVhmEwXgfXyF69Sq8UFEVWFGFtTSoWp9+8kYrFYHNzoKnpYkNDoLk52NTkaWion74I4hS1UllaXZ3VZD8gxweMOJFTDnWlEJVSV9py6VKwqSmIB7Igx5KJTIYQ8kCT9IccH9BxImcO6kplRcm9f+8+fz7Y3Nzi9WJIihwfup4+nY3HcTQeT9BxIggR8vlcsQgOVVaUQFOTz+vtaG4ONDfjT1IgXx5OFKViceTOnXorgpiDjhNB9EjFovT+fWF7O/f+vTbhCKd2kS9D19Onz+7fx5e2Yws6TgSpgs3ULibuIkcOhpvHH3ScCFIzQj6v9aMhvx/jUeRIgL2bGG4ec9BxIsihUCsV6f176kdxXhc5DPcmJ2OdnXjG3jEHHSeCHCVqpZLN51eLxdz793TrC+YZIU5I/vorIQQnaY8/6DgR5DNSUJRcsQh+lOYZoR9FjKDXPEGg40SQL4fOj8K+l3B7OyYZnXE4UeRWVuYGBuqtCOIIdJwIUjekYjGbzxcURSoWCSGQrBvy+3Fx9EwBXvP5/ft43MFJAR0nghwXtMm6OKl7RoCf+nnx3XfoNU8Q6DgR5DiiTTKii6Ph9nY8FPA0IRWLiYWFsZ4enGM4WaDjRJATgO4wIxqM4uLoyUWtVLqePn1+/z56zRMHOk4EOXnQw3VxcfSEUlCUxPw8btk8oaDjRJATj3FxFE9gOM5MZDJLq6tDLKv9KVnkBIGOE0FOFfQkI9w5egwR8vlUJhPy+/uvX8e16pMLOk4EOc1od47Sk4zC7e0+rxf96JdErVSm3rzJ5vND0SiuTJ900HEiyBlCm2SEJwJ+Mfh371I8H+noeBCN1lsX5AhAx4kgZxfTEwFxffQIKShKKpMpffjww507+GpyakDHiSDIR6gf1eYZXWxowH0vB2P6zRtOFPuuX8fU2VMGOk4EQczR/mKarCiEkGBzs/v8eVwitaegKEvv3mXevfN5vSN37mAS0OkDHSeCIE6B/aM7lQpdIvV5vehKAeovCSHRq1cjV6+ecYOcYtBxIghyQCAkPeOuFP3lGQQdJ4IgR4bOlULCEXWlnvPnT03OkVqp8KursF82xjDoL88U6DgRBPm8CPm8rCiwB4YQAoGp+/x5n9cLmUcnxaFKxaL64QM9pCnS0RG9evVEaI4cLeg4EQSpA0I+TwgR1tYIIVqHSggJNDURQsLt7YSQemXzQuhM/b1aqRBCPA0NuF0HIeg4EQQ5VkBUB5O9sqKUPnyQikWf10tzU8GtAi2XLvn2J0hrClsL+3nCWqgX1y3WnpSAGPlioONEEOTEAG4VPoNzhc+lDx+oI1QrFVlRwNVl83lCSMgibIXpYvoV5o3xF0+RqqDjRBAEQZAa+D9zNIg7NGNr2QAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = SAPHDBPartClientId(clientid=\"pid@hostname\")\n", "display(p.canvas_dump())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol Command Part" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = SAPHDBPartCommand(command=\"command\")\n", "display(p.canvas_dump())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol Error Part" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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GT7tcr9265R8dPWqxPEwmj3d3txw+XFyS0y7XaZcLp2u3WFra2op0fhrfUEQmBoNRSyQ++mg3hx+3Wh8mk/TtSjJpdzqLtJdthNIP3/0IhguwT6dQqH29+k+hMgVA3pucBICHyeT9aDTz6NGJnh7bwACqAq0m00sXL0YjkUJrNDoyqN7Q2taGhoETVivGNwDA2LlzL128WGj2lUQiNjd32uWi0y0tLn7/4sUip6CNb0gryp2xsbFz5968dOnO2JjGPpNWlOD165rGe8Fg8Pp1+lfEKnUvGKQOmLwtecenU6jbSzywxFPDw8fOnRs7dy54/XpaZaLRy1yIaCRyZ2wMB8f7oNIIXr+ub9zy2u4f94LB4l8ZbOfu2m8Kza6RMHj9+p5fvcq5CADQajJ19/biHb4Ujd6PxWwOR5H2so1Q+uG7H8FwAfbpFIq0s1PYDwFOu1x/c+sW/tkGBlwjI67Ll49aLOLsLF2G5kOhIn6KTCr1/u3b+DqtKNG5OdQwrpw9iz8U94LBFpOpSFDk/Vjsg2CQvsXpip+Cdj/FW5cuWXt7X7t1CwDu3b2bSaXUn34oCPfu3k2nUuevXPnjNIJw1GKxOxwA8DCZvHr+vGtkBJUXDfOCcKK7W603aVryjo/d7kej6vYSDyzl1NAyc9xqxY/ev337rUuXXrt1q9VkyitzXu6Mjd2PRl+6eLGlrS2TSi0tLhbvbwjvT02po2+QLa/t/oF3TnHXXel3137z/tSUta9PL61aQkTvH90llXMRENfIyFuXLkUjkYyieMbHt2wv2wilH777EQwXYJ9OobouguGnsHsBkDcvXXqYTEbn5r6XTJ52uV66cOHq+fPoZbANDBT5z37Caj398stXzp7Fzi9duIA/3ce7u/2jowDQYjIVF8DmcCwtLtIR6HRFTuEZvWEpGs2kUnRp0W/8+CAYPHflyttjY5rluVXlfWkxmd4eG9vZj1qh8QHg9Msvvz819dKFC3mXmSIHbnlq79++fdRioQe6Ll8OXr8evHGjiAqiQRSEDwXh7999F1UNACiiYlcgxa+tBjRa6PWP/WPHd1fZRG0t6n3c8ymMvQiJlRUAuPDmm8ufftpx8iRtQQq169mnEUo/fMcj5AASAGAyXXj77eVotMNqBWwp1FgIw0co1FPXntMd+vjREgAcBPjbN6/c//Sz4ye/CQC5lWihxkLscoRCPXc5Qt7GJ7/PqA98Ar/PwcpBE/zt22/ej3563HoSAHLw9IbRt/8Bfq+Z+g9pyG3KdWnkFm3PRaHX6uodd93/LHr8m1ZsKcJfOS//lfOypvPFi76H/5ZoaTW1tJogCbnk1iP89uPIn/z7PjrCQTD97ZW3NcNmnqxD57N6Q0tb28NkstBGTzR62ByO4I0bGHmRV4Lj3d0aK0WJbDn+94eG3puc1C/npQhW5NTu3b2LlgbKaZfrJz/8oWtkhOoBxXnv9u3vX7xYqPNSNIq7YuiqjGJgOy4G0UhEbUraskNaUe5HowBw3Gql8+qPou2wubenEIWuLZUfJ1qKRtOpFMqDPryjFgsKgPt2NK8Lnbve0o4DbnnB1XeXeqj2zk7NXBpRqWAaedTnCKpAn0I9S0cvXhFp9f1LvAj6O0E9TiaV0l+EXaJOnvjRF1/k7VOovfSeuxyh9MN3MEJMnTzRas0TLZK3sRCGj1CoZ9ERUtG79HUrgP5q5W0sxC5HKNRzlyMUP/z38OgLePp/odUKX0CeroXakUwYMuHiUllLv4/1nQ9AZxYgW/IIR6HvC2GLYT93Pwb7s3pDe2fn94eGrp4//52BgRM9Padffln9Q3MvGLQ5nQBgGxhYjEQK6Q3vTU72v/xyIcmWYjG1l/1hMnmiu7vE8b9/8eJPzp7VPxaXIlihU4tGIplUSrOmtnd2HrVYMPdFoRNRcz8W02+kQYLXry/FYie6u6Nzc99zuVC24I0beNbi7OxRi6Wlra3dYsGtMvhcuGUH9LkAgH90lNo51Ecd7+4e9vkA4M7YWGxuzjYw8N6mDywvha7tnbEx/I7evnr1tZs3xVAId/E+TCZdIyMfBIPtnZ0vXbiAvp5zV66goeWtS5f+/t13C5273eF4b3JSbfK5MzYGpQXnqu8u9VD3gkHNXBpRW02mvPLgd4TXNp1KRSMRNDjl7VkIzV1Nv0QqHmaSKSKtvn+JF0F/J6jHwYgn9UXY8goXwXHqVHdHx25G2BmP19eD8/OPNzacp051PP98+QUAgM4jRwDA0tg49MILhgiw/PhxiJBDBw7871//uiECAIClsREAuroMC6L/13/9b59//ukLL5z8d//uz4ySAfnzF/48b/u/Kv/6efZzS4vlG23fyNuBa+QAgLM0/vmQMTfSLunqM4E+vsF1+bK1ry8aidwLBt+/fRu3guBH4uwsbtfEx/GVRIL+uomzs0uxGACgd+T7hUM3i1BkfKTVZDr98sv6x+ItD9zy1PTsiYs6GolE5+auvP02AKQV5er58929vShbe2cn7nv5yQ9/+NrNm9a+vhM9PerglOIdcEwASKdS6lRi6qNgM2vYG3futJpMaUX5cHa2kKh5r+1SNPowmfybW7cA4ERPz71gkJq78UVPX998KAQAsbm57t7exUjE5nCIgtDd23s/Gi107ouRCAb6zgsCbCoNRbxCRe4uHCoaiXwQDGrm0oha6LtYikbF2Vm8RFt+a9uFnumW0mquTOkXIe+doB9nT/wULptt94PsgOuh0OONDQDoeP75y0Xj0vebzsbGyzu1P+2SS598AgCPnzzpaW11cJwhMiA838fzBqgOhCSwntajRw+wuJSBODvz3IckR7DeVWY9k7cDhetsdF425kbaE/Lkmbb29Vn7+lyXL98ZG3vv9m18bBUFATY3mwJAS1ubODtLlyv6HLwlJ7q71T3xp3DL8Sn0sZi2lHhgoVM7brUCgF7ViM3NFc/rqQZjIfXt0UiEZg/F8FQqG+olOCk+Z2v2y27ZAQ3dGUXJPHqU9ygAEEMh28AArohbPmvmubah0MNk8s1LlwodYnM4/KOjaUVZjEReungRw3CWFhd7+vqKnPv3VI/vwRs37sdif/+P/1hEsCJ3Fw5VZC5KoT7qS1S8ZxEJNXe1RrzSpf1eYcNGkYugvxOKjFN1KNnsXVFsPnQIAGYXF43VG4wioihzqdTzDQ2/29iIKIqxeoNRzM8HAeC555rW1lKiGLTZKu4mDz8IA8BzB54jj8kCWTjFnTJaov2iWH0Ku8MRvHEDXy9GIraBAbUl+V4wWPrKuiUljk8fi7d7oAZ6avjDjU/S+CA47POJgnDUYik90u07DscHweCWsZD6DFw7I60omNCjvbOzZSttIF1yrIn+2kIJGuF3BgZic3OxubnzV6509/ZGIxE0/2giGAqd+3Gr9Xsu19tXr/7NsyEmu6GU60z7tBw+XHxb4159a/sx/rbuhD1h6tInZZhFTTqX+6uc89CF1RdMpg+XlqKybDWbyyyD4cQymXGeD66suNvb31tdNVocw3j11X+cmbl66pRjddXIrchFePXfvzqzNHOKOyWn5RrWG57J37AUjaq3nmMsFQCkFeVDQUA7P/5hUoi92qe+rfG/f/Hih4KAKSlKP7DQqQGAa2Tk3t27S9Gota8vk0rdGRsL3rhRKF4hL66RkYfJJNrb6fgAYO3ru3f3Lm7DfboFdqtkn6XwoSC0tLWdv3JlS/XI5nR+KAgoQClflvraAsBpl0u9jVifzAMAevr6PggGu3t78fW8ILS0tWEplFLO/fyVK6ddrpa2tt1kvNhyrrSiFOpjGxj4UBDoqWF+lf341kqXtnRKvxNg8/vaJdJcqsx/n//q8ZcxAIBvtLf7BgfrUGkAgAvHjqGN4S85ztfVZbQ4xuB0Xua4TgCw2VyG+ynycubEGXxha7cV91NUO9r9FG+PjWWuXj1qseBjEM128J1nH6ZbTab+l1+eF4Q92X62rfHxsfj9qaltHVjo1ADghNV67sqVty5d6u7tbWlrC9+9+/2hIbXx4P2pKZwOmdCl6W01md64c+ftsTHcAptRlBaT6alPZGSEbsN1jYzsODhfTXdvb/DGDXQfZBRFXUhNA27t/cnZs8etVhp/WgT1tQUAjHlE+TOKYnM6aYgfDej7jsPx9tWruLu3u7fXPzqK6c23de7nrlz5ydmz1t7e4ps+ClFoLo2ohfq4RkbeeuUVunfZdfnydr81zR3S3dtbxHyyh3dFKXeC5iLsbCKKeQIAIK0o9+7ezTx61HL4sCZ6GovrnOjpKW5+K32Eh2/C4xjElpedp2r26a1EopnM1p1qGlkuuh+xAiA50tTQZLQU+86BJ0+eHDhwQL0WriQSD5PJ4hmmqpTip4ZP5A+TyeCNG2/cubOzX/O8CUGL1zDdGaWPuZJItJhMu4ml15zUtk5nP8699LlKaUH0X9x+S75X4285jrpDNBL55c9/Pnfv3s7m8osiAIydO2ft7cUoY3VUqSgI792+/XSjjcVSxMNV+gioN3x0Pvzuq6/uTOaa4dInn9x68UWjpTASSYrE45HKNDYgkiLFlXhtGxsgb3xDe2fnnjwWVyDFT40uGyuJhHrvwLbIa4DZj+Wn9DF3/21qTmpbp1NO7VM/VyktiP6L22/J92r8LcfZ8xM5arGcdrnQG7UUi9Edy8EbN167eRPbr5w9i312OcIB6AQAS11GAqqJKEpbQ4PRUhgMIUWzF1UAJEeMFqEcFIuLrFvKmQyRwag6cI8VAEQjkYfJJC75mOyLKgq2gYHY3FwhvaH0EazQCQCG5I2oKFIbG5g+oZ5ZXU2YzT1GS1GM1dyqubX2Q3CY3sBgMLbNvWDwg2Dwfiz28mYEsX5jSPGNKiWOgKYSFtywmE531r3esLaWam4uVt/ZcNY21pobmo2WYt95qjfc2s72AQaDUaV8qSjtX/va7sfB9GKYJ7TdYtlBQZZtjVCf2yjUMHsDABCS7Oio6Kg7kiMdLbVvGzsIAKFQyGgxGAxGmeB2FyuAuatxa0aryfTSxYtLi4s2hwPrlfyxWzJpL5CjaXsj/GY3wtYOyVzO2tJitBQGQ0iyubkceUp2DMmR5oP1YW9wVHbxRq/X69v0hjIkSZIkied5nueNloVRj9yPxT5QVY+bD4V6+vpgM4Ua1sXAvBTDBf7bbmuEh0xvAACAZC5nOljvbuWmpop2UgBA08Ha34QJVRHfcO3aNaY3IH6/f2JiwuFwBAIBn8/ndruNlohRd9gcjqXFRUxVghkvqAbgGhl569KlaCSSURRM6bFPI9QbiVyOOSkISVS4sSG7nq2H4AbA/A1Gy7AFBw5UgZA7AM0G2zqE4zhJkvBfh8MhSdI+ycZg5OUfroj09aefRU5+M8+u48RytLM0J3QpI2RF2HgIfzdvTEmtCiG4spLI5YwqqVUhVEXyhgWyQLNG1jB57A2iKBJCbDYb+kFFUbTZbLhE8TyveUv7U8u5vkPe8UHlH9GMQBsBwKYrwacRr0ohhAQCAa/XW/ohgiDQs1Zf6v0SkcHQ8eX7f3zdAX1f5qtW8TxYv/x1SaPtfoQ6IZrJ1GctKzWyHDNahC3IbmTrIVkk6PUGj8cjSZLNZvN4PIIg8Dzv9XoHBwfHx8dHR0c9Ho/+La5egiAMDw/rO2jG93q9gUDA7XYTQkKhkM/n04+AYgiC4Ha7x5+1VerF29ers3/gRcDXbrfb6XR6PB5RFKkmYbPZNN4ZVKQoPM+j+sVglI2hmyd3cFTw//jsyy/WTzmft/2wfVsH3v1QPNpmOn1yJ5PWEnOKcuXECaOlMJhs9lFXlwH1u0tHTstHGo8YLUU5eEZvEEVRkiRBEADAbrdPTEzg0hUKhdQmcfpWEARBEHA9QxsAmhA0/dXjBwIBURSpqSDvCIQQbOQ4jhDyzjvvFBevGonH46gh+f1+URRRASKEzM7OPnnyBC+F0+lUh6yu6urg3f/ii0uqsghKNpskhO5Ys3BcW9NT5bdvsxaOqamJbWlj7Bi+b9sOZjG48uUX6wAgL2bc/+c2Dk8Q8sG//PrO/+YxNdeFz7gQLLgBkaS5/v6LRktRDJIjNVwDU80zesP09DQ6zjWdhoeH874NhUK0M8dxGK+n768e3+12q/0LeUdYXV2l3dSdC4lXdQiCYLfbAYAQMjExoQlvFAQBtS6ND+LIEa0me/xrX/vrAlcjQUhy0xoRiccj8Ti+ji0vA4CSzabW1lCxsHDc4ebmbrMZAPqq1n7DqEyyynroRvLoNxr/sA6riZwcTZutrSUeOxkOX+jvr3OlAQDmFKW77ndgwtOkTxUdF7mcWa6HZJGg91O43e4dP8RvaTY/cuRIfHMBKz5CoaF2I17lgA4aABgfHx8eHs57TTD4Ua062Gw2daYNtdlGTyfHdW5+WkQbiEgSbCoWSUImw+GoLKNBAjP79pjNbc3NFtVoDMa2GL5jJclcPKKYe1pJ8nGJekNUlqOyfOVM7YeYbUlEUVzt2/Pv1B6SFOH5goV/KwGSI1xjvfxIPqM3DA8POxyO0dFRXJC2DPh3Op1utxv7i6IoiqLP5yuSRcrtdttsttHRURxWEIS8IxBCHA6Hz+fjOA69EjsTr2Kx2+2CIKDhBI0oADA4OIifYns8Hp+enlbrDQ6Hw+1241kLgsBx3O6DIlGl0CsWaK5IErIoywAQW16mJgq0UvR1dTGXB2NLmk0Hm00H54MrAHDKsY1f1RuCMFIgbVS9MZdK+Tb9jHVLPB4xmys6U6SckeshUyTyjN7A8/zo6KjNZsOYu8HBweIB/7i6Y39Jknw+n2YhVwf6AYDP5/P5fA6HA/uj8SDvCB6Ph+d5m82mXhq3K17F4na7vV4vXj0AwLPAyFDY1BskSUKnjxq8em63G/M37J+EnYUNDBFJShISicdjy8tJQtDTYeE4tEwwTwcjL13bCYwQFhaAec0AACCaTve2VXqyozKwvByz211GS1EMOS3XiZMCCuVvoE/DJbLdDYH68fUjYKKCvKb47YpXgfh8Po/Hs4OtpJgvsqK2oUYkKZXNLsoymijQLNHd0dF55IiF49ivP2Pq0idn3jjBdZYa3Hf2pz+9OTTEXGMAMPngAQBcOHbMaEEMZnz8L0dH/9loKYox9cnUmRNn6sRVUZsplSofQsj4+HgNxGrkJSrLytpaJB5Pra0lCcGYie6ODgzAZJpEvfHTs7959d1vldh5MhxOEMIiG5Czv/nNzRdfrPNKmLIcDYdvDw5W9K/lT3/z01e/9arRUpSJKsgzXZNwHOesXfetVbc7AwMmIvG4sLBwIxQCAPRu9HV1WTs6WMx8DSNFFL63VCeFks0GRfGOLu9LfRJRlO6WljpXGgBAkubM5h6jpSiGnK6j4AZgeoOBVLurZVtgwIRak6BxEnQTR3dHR4/ZbOE4Fm5ZS8QjSukeitvh8EBPD9MjEYEQp273dR0iy4sVnrlBSkl14qFAmN7AMAaNtyJBSEyWF2U5KIpJQjBCgvk1agCSzJ1ylvSTmiBkdnGRGRuQRC7H0kQiy8uxCt9MUT8ZnxCmNzAqAjRIOE49/b+nZLPR5WXm16gBlmOZUnI2KNnsjVCIJXqiBFdWWNoGACAkwXEWo6XYAjkj10M5K0o16Q1er3d4eFifs6FQe02C+yk0NcBqD1Nzcx/Pa/waMVlGNSK1ttbd0cHUiMqHJHKcZWsnhZLNXpqa6uV5F6vTtsksIXesFf2QXR4kaa6jo9toKYqRXc8aLUK5qSa9gRbSLLG99vD7/RMTE5iN2+fzaRJU1zZMjahGpDmlo3uLHMmoNLjsdqY0UARCek0m08Fq+n3eJ+bng4OD41v3M45Fssi31fJTnJ6q3IeJiZKqfRPjDvJdYvJp/NfhcOQtHlafoBqRICQqy0yNqBxmxpZOObgi1bCisjwaCFzo72dKg5pLn3xy4dixPlNFl2MoA4QkpqdHh4ffNlqQYkzHp/uP9ddP0ifIa2/Ax3eaWQgzMuESxfO85i3tTy3n+g6awTHbo75ClWYcNMgDgFoSTCuJ1gVBEPAjbKd91INQebC9crYwEEICgcC28l3S8wXVld99qunagFkjKpCssi7NKWeuFIzsQ6XhjTNnWOirmoiiAABTGgBgfj5Y4Wkis+vZ+ilnRWn4u7/7O/V7j8cTCASy2eyrr7565swZjuOGhobW1tY8Ho/ZbLbZbJq3Xq93amoqm836fL4DBw7oO2jmGxoaCgQC4XDY7/dPTU0NDg42NzcDgGYcQgiWmZYkaWZm5syZMwBgsVgcDsfMzMwvfvELSZIWFhbsdrvZbMZ2nuf1wuCMCwsLCwsLPp8vHA7TMhDGcufOHby8AOB2u3/3u9+hcjM0NDQ1NTU1NbWwsKBJ8BAIBCRJGhoawrczMzPWb3/70de/nszl1H+p9fX2Q4cMOKVKopPj/vT48e/9yZ+47Pb/9N3vmpqbv1xb++/370+Gw0FRjC4vf7aykltfZxkJ95XI//NvnLmxUIbpiCT9l7t3x93uPz1+vMyCVTivfPLJlRMn2P9iAPjFL66+9NLfPvdc5Waw+PUXv/7qc1/tMtVXAZFn7A2iKEqShFUS7Hb7xMQE+gJCoZDaJE7fCoIgCIIoigCAJgp8oNf01zA8POx2u7F/IBDweDz6cZxOJy3foIE2aj7NKww+l3d1dXk8nuHh4a6KKQ8Tj8dRMfL7/WgvAQBCyOzs7JMnT9QXgR6yurqqGSTzhz/gowkllslo+iRzueTjxzTFfVtDg2UzjUxnYyN9bW1pqWFnahFrBABYzeZOjmMbPvccMbgydPPFvB8FRXEyHB53u1muDg3XE4kBjrO2llptvIZZWBB4vrfCa2fHlXj/sX6jpSg3zywVWJtRb8wfHh7O+zYUCtHOHMdhvJ6+vwZ8yOY4zu12Ywlp/TiHDh3y+/1Yh4IWwCxOXmHQEYCrcuVsQBAEwW63AwAhZGJiQhPeKAgCddCo24/oMsC0P/fcf+rsLH1eZX09uqlYJHO5RC6XyOXwdWpjA1+0HTxoamgAgO6WFlDpFrWkWDA1ogwsCITvNeXN+BQUxeD8/B2Ph/mMNCRyObaNgrKwEKpwJwXJkTp0UoA+vgFrVO5srL3a1EAIsdvtaPmYnp52u93qatplFmY/CIVCeJHHx8eHh4dRedKAwY9q1cFms6lrlIuiuN3SVqaDB0t0mqIZI7WxsZhOJ9D9sbEBANFMxtrSAptaRU9ra1tDQ7WrFFuqEViqRHi8AAAgAElEQVQ3nMVGbIuF0KrdpU0/kCAE04PeGhpiF1PPjUTiwrFjVf2/aa8gJLG8HOP5PqMFKcYCWbC112OE2TM36PDwsPr5fsuAf6fT6Xa7sb8oiqIo+nw+9dqWF1zRMTDQ7/fnHeeVV15BgwT1NRQaiq6deYUp7SKUG7vdTkt6oo0HAGjgBbbH4/Hp6Wm13oAVtPFLEQSB47j9C4qk6oUjn2oSTaeVjY1kLreYTqc2NiYfPKCGCktjY1tDA1opLI2N1ZhaP68agfmwaSJLlg+7OCSRW45l1NsoUGOYk6QL/f2sZlVeIoqS2thguZ6QhYVZm62ijQ0AsEAWBvmKCJgrM8/oDTzPj46O2mw23PIwODhYPOAfQxCwvyRJPp9Ps8aLoqgeARfy6enpiYkJURQ9Hg+ukfpxPvnkk7/+67/Gt6Ojo5p5u7q6vF6vIAjDw8Oezay0WwpTObjdbq/XSwM48BLZbDY0q+A1kSQJnT5qfD4fag+Yv6Hsgj+lkPMV/SDUShHLZJSNDQAwNTSgfaLPZDI1NFSX71ajRkRlOUkI5sNmdT4LMR9c6b/wtPRzRJKEhQWmMWzJ1aWlcXYLbSKKwaGhm0ZLUQySIwBQV2UpKPnzN9Cn4RIpfUMg2jNsNhvuliw+jnqDZekzVsXuRJ/P5/F4tutogM3tqXRDZlWAno5YJvNofR0jN5O5HBok2hoaelpbLYcOVZcyQaH5sFNra1FZBpYPGwAAfnr2N5471l8/vD8ZDgPAhf5+plQVZ2xpqa2h4fJ2wpVqGEmKzM8HK7xwdvhBGADqMCgSyp/3CfWGysmjYBSEkPHx8Yr1pJQBNE5geCZu+kitr1saG7tbWg4fPNjd0lKlYRNY5zOxuhpbXqYGCQDo6+qycFw97PwUgyv/PfJAPPURMI2hNCYfPIgoyq0X8+89qUOmp72nTjlPnaroZeKnv/np0ItD9WlvKPfvcnU9KO8fHMdp0jPUG3mDNFGHiChKRFEmHzzAMMzqMktolkk0SGCERGx5GSMk2pqaLBxXe0ESCULmJEn8WfbRD/4H0xhKRCAkRMitkyeNFqRSkKTI2lqqwpUGSZE6WjrqU2mAKs0zzagrIoqCZolYJoMBmJZDhyyNjdWiSeiJSFIqm12U5SQhSUJSa2vquuHV5eDAuNFFWZ6TJKvZzD88bop+3fOzHqPlqg6i6fSoJN188cVqjCDeJyYmzjmdIxW+k2Lqk6n+Y/28qU41Y6Y3MKoPtSaBoZfVrkkkCEkSgnESSULQwQEA6OPoPHLEwnGmpqZKME4o2eycJC3KMppPenm+k+N6ed5qNpNEbuqVT4Zuvpg3bQNDg7K+fj4aHef5arxj9wlRDMpy9MyZK0YLUgxJkcIPwkMvDhktiGHUgt6wH3W0/X5/8S2gRlEndbS3SzSdTj5+vJhOY6gEbGoSfSZTlW4HhU1lAi0TABBbXgaAqCxbOM7U3Iz+DjRRgM4/socC4GvUaeYkqa2pqZfne8zmbrNZE64xdekTm6v9lKNOjbfbQllfv/Tpp66jR9nGS0o2q/j954eGbnJcRceH1rmxAWpDbzhw4IA6WeSeUJnxm/VcR3u7qG0SNE6is7GxeiMu1WDYBABE4nEAQGcHvkgS0p3P04GmCzWHm5sfZbP4mo4AAHOS1LuphaB2gq/7urqKaCfhyQfyYnrQVymp3CsZZX19bGnJ0tjINlCoCYWuA4DTedloQYrBjA1Q/rjInZXALkPh7Kqoze31erGONmboYnpDETRBl7h9I5bJqCMuu1taMEVV1dUeNDU34xJeipkhKsvKpk5AicTjj7JZaq4AgN3EVZBETgyueO6wBMlbg5aG3rY2pjSoISQhSXNDQ7eMFmQLwg/C9bn3Uk1Z62hjT3i2JLR6OnU7bKaRyHtUIfIKry+ijeWv8COO4wgheaeoqOrbrI72bsDtG2r9QL1340YyCTXh2shL3qiIvfVrTI9KjpHOZlN1W3HKAAZCXjh2jLknNITDk3a7q8KrWEmKBAD17KFAtP/PPR4PphXCMpVYnHpwcHB8fHx0dNTj8ejf4upFszdqOqgHn56expSImM8RZ1FPJ0nS+Pg49vF6vbhm648qdDJ5hcf+gUAAy2+C6qldEAS322232+fn5/VTjI+P4yH0wH3C7XY7nU6Px6NOr2mz2TTGD9R1KJjTc/+kqnk6Gxs7n7U0RNPpaCYTURTq2qDJJKrOIFFOQtcTfG8bC2vYkoiiYFJIFgipQZIilR8OCczYsElZ62hrSmDnnQ4LTNvtdlEU8aNChbM1FBJeU0Qb62LQgpODg4M2m40a/NVTDA4OlqH69m7qaKdSK+gR1GM29zQ3t2kaOc5S4QFHxmJtbVX/oKNrI6IoAiE3ksnU+np3Swvu2kAHh4GiVg5yNL04S5iHYkuCKyuTDx4wpSEv4fCk0zlitBRbwIwNFAPqaBefDhMwT09Pb/cRv5DwOy6iXYbq27uso33oUEtXl3aXsyzHstlHsryoaV9ejqnmTWazitn89Le+qamN4yz0U/WYFb6Lel/RuzbQILGYTgdXVjBVdp0bJLLK+szY/TNvnGAeiuJcTyTmUqk7Vmu1B+TuB6HQdY6zVP5PDTM2UAyuo62fjhCCq6amivTORtPDcRyqOFhP0tj4gF3W0T52rJPntfJv978fIQlCkvg6m03J8mI8HsG3y8uxcHgym1UISaKSwXGWpqY2ADhypBNVjY4Oa4W7JPeQvAaJWCYjEIJFQalBokrTSGyLrLI+delTvrdNXfeSoQGjZ3rb2m6dPMmUBj2iGJSkueHht40WZAsWyAIwY8MmBtTRRggheadD14DD4cCYCY0A6sLZGkoXnuM4v9+PvoC8gpUzE7bhdbQ5rlPtvCiS3jWbVZaXowBASHJ1NbG6miAkubaWAgBZjqJiQU0XaLSoba0ir0EC00hQg0Qtbf5UQ5UG52Xm+cqPsr5++8GDuVRqxGKpT3PUlshyNBye9HjuGC3IFmTXs0JCqPO9l2r2t442IUQdzWez2TQlsDXTxeNxnufRbh8IBNxuNy6Q6qOwliYOqF47SxQe7RkYsvD888+jiUIzhSacc/+orjrazc2mLY0ZkhQBAFmOxeORtbUUmivW1lJoqKh5lQINEo5NvVNvkEDXRrUbJFBpsLuO2lxsU0B+BEJuJBIDHPe2lUV+5CebVQKBUbd7vPJ/BwJSoP9Yf91Wo9Czv3W0JUmamJigbzGro75zKdPRo/x+PzXsY8zjtoT3+Xyrq6u46EqS5PV67XY7rtxVsa2xGutoI1SlyGYfra2lMMYCVQrUKjCWsyb1CYo6r2Usk2k7eNDa0tLW0FBFmz+Z0lAczOmU2th448SJqvhCjWJq6hLP9/X3XzBakC0IPwjLaXmwa9BoQSqIWsgXuS18Pt/8/Lzf78cAAq/Xi3sgjZarfkH3B4ZWoD5BSLKpqa252dTR0Q2b9onKD5vaGfq8lpVcSZwpDUVI5HLBlZVZQlzt7ReOHTNanIomFLq+tpaq/I2XcloOSAGP1dN8sGpKzZWButMbAMDv909PT+Pr4eFhlnWxMsGATbRPYCAFIUnq78DAzNozTtDNn6mNjWQuR10blZDXkikNhUjkcpMPHswpiqu9/eWjRytN26s0FhaEcPj20NCtyv/POxGdcFqcLBxSQz3qDYyqRpIiauMEhmTWsDJB81oaq0mQRG56VGJKgwZM7zGnKCwFZInIcjQQGK384lUAEEqEAMDZ6TRakIqD6Q2MWiCvMqEOm6glN0dxTWI/vBtyND116VPniIUpDRSBkODKCgC42tsd1RZsZBSoNLjd4zR5TMUiKVIoGRo6OcQ8FHqY3sCoWfIqEzRmopayZ+bVJCyNjRhxaWpo2M3ejdD1xOIsOfPGCZanAQAEQiKKMqcovSaTg+PYBsvSqSKlIbue9Uf9bt5tbs1T24VRbr3B6/XirgoDR6hS/H4/z/N0qwghBNNG0UuBabYxxlP/KTy7FQU2t7eoP9K00Ok0r4v0BABBEDApBc/zdru9omJOMQYTYyaWl2PqgIkaM0vQLaCP1tdjmUwyl2s7eBALd5VulpCj6Zmx+3xvW//FY3WeEVKtLvSZTMzAsF1EMRgOT1aF0gAA0/FprpFjHopClPu34Nq1a06nczer/u5HqFLi8bg6sbcgCNeuXTty5AhNU6He8hoIBDC3ld/vp43T09M8z2OCKUKI2+2mySqmp6ex+Cftj1mncDrN6yI9saIYpsTALNoVpTdgCgqNckDNEoQkQ6EbuDW0o6O7ufmw2dxdpdES+pxUoNoFGs1kaD4JAKA7ONR7QZmZIZHLzSlKNJOh6sKVEyeMFqoqEcXg/HywKmIaAGBmaab5YDNTGopQ188Q1cXg4KA6L0UoFHr99dfn5+dpiyAIdC2fmJjw+/0ej0etN8BmGRF8jWm46Lru8XiuXbs2Ojq6pU5WqGcgEMCaYTS3RFXsVUE1Qp0oE7dyxOORhQUhHJ5Es0S1axKgS0uFRNNpZWMD64mjZeLo//jKsf/rcdufNjX5DksvbKwoSgXuCN0n8CIsptOxTAajRhwcx9SF3bCpNFTB7gkAmFmaAYAzJ84YLUhFk+e3AJ8maWYhzIaEuZBp1ib6lvbneZ6+1XQohHoirAlJ1xtBENQCqOWpW/AK0KxWWC+UFrvCPJiYtwovvtvt9nq9qD2UOMXrr78+Pj6uUTVK74nF02vga8Lc22qzBHVwxOORcHhSHXdZ7aESGPpALRNoZvjufz4O/9NzyVxuMZ1ObWxMPnigbGyk1tdp2ATaJ3YZOVEJqPNnJHO5XpOps7Hx4rFj1X5eFcLMzJgsR6tFaQglQiRHWD7pLdHqDR6PB5cfNDjzPO/1egcHB3FJ8Hg8+reoKNAMzZoOhSbWTIQJFWgaR/w0rzz7eTXKDVr7JyYm8GRFUaROB5vNps8k7XA40FVB1ayBgQFMyI3/YreJiQl0Rrjd7lAopP4WCCGYzRpTeapdGwCAJoRSTA55e3744Yflz35dHvQODrUmsbwcqwFNQooooRtJvrfNc8daKJoBwyZSGxuL6TQ+mgNAMpcDAOryAADUKrCxcnImYtwoakKa6NGe1lZXe3vliFobzMyMAUC1KA3iiiilpKGTTGnYmmd+HURRxNg6ALDb7RMTE7gMhEIhXNgQ+lYQBEEQsAIFmgTwUVjTX49+osHBQVrNkpaWLiRPjfHZZ5/hC0LI7OzskydP8GI6nU5Nwmyn0zk+Pg4AgiA4nU5smZ+fd7vd8/Pz2AIAgUAAL9rw8HBXV5e6xJckSaFQiBCCPgXN+BzHeTyeUkwOW/ZEKxFsmkm2eUmqgEKaBDo4qkuTkCJKePIBADhHLMWjGTBsAgDyBgaiywMA0OuByzMAJHM5ZWPD2tKC3doaGiybKzTVMDSUuE8hoiiFWpK5XGpjA1RqDc5bCRm0ah5Zjs7MjPF8r9N52WhZSkJcEecfzrNdlyXyjN6AYfD64g7Dw8N536rD9NBxjqWYNP316CfCSDo0wtNlr5A8NUPempaCIKDWpf/I4XAMDg7i2o8LNpa58vl8tNIVfgXUkPD8888HAgG9GQPrXOhFooaELYXX93z++edpyTEMnxRFMRAIcP+Bwyq02Y0syRFzy9OtTR0tHfjiSOMRWjOmelOz6et+Vb5NgmoM/ReO7T7+kdr2i6zKaLHA19RuQT+lqsbkgwelz6tWRNSz109YRkURDk+KYvDMmTeqZXcSUxq2i/Y/FX3o3wF0zSgF/UTDw8PoraChEruUp6rB8hka1YHjuB/96EeCIGBACWzqFoFAgD7Wh0Iht9tNbQ8AMDExoS8NOjo66na73W63xhhADQmlSKjp6fF4qK0IvzXU+WztNlu7VgeS0/LaxhoAkBxZza2u5lYBYDmzHH4QBgA5I3ONXHNDc1NDE6oUVLfoaOmolv/eJXo3DIm4FIMr4ckHHd0te6IxlA61WCBsQ2MtQUhiZuZqU1Obx3OnKnwTwJSGHfGM3jA8POxwOGhom9q+nRen0+l2u7E/Plz6fL5QKLTlrHkncrvduAihb34H8tQGuNbG43Hc36j51G63j4+Pq/cpOByO8fFxursyEAioFTibzXbt2jV9jVA0VGDgpGYKNCTktYUU7zk6OupwOLxebymqXokJVSRFAoDsRlZOy6u51bWNNapYoN1Co1g0NTRVcqqW4ppEefZuoMbA95qGbr7IdTKPPmNvQDODwzGi3ppU4YgrYvhB2M27mdKwLZ7RG9DsbLPZeJ4nhAwODuqfU9U4HA6fz4f9JUny+XyadV1fR7vIRNTTQVey7cpTdUiSRANC6anhAi9JEnocNKCipjYnOJ3On/3sZ9jZ7/drtj5yHPfjH/94enpa7+7B70uzvRM2DQnXrl3bUn5NT/Q0eb1etBih+rJLVY+6LU5xp/J20CgWy5llUGkVqEk0H2zGtxXoBCmiSeAu0L2ySWSVdfHuQzG4wjQGxt6SzSqBwGh1mRkAIJQISSmJ1brcAfnzReofT4uDWyr07YQQjJpE9CFyJU60XXkYhlMJXxnJEZIjABBX4vh2bWON5EjTwSbqAUGVosKtFDSfhCZhNtbxKu5FzirriwKJR5TlWKZngGOZHxl7CyaC7O+/YLO5jJalVLLr2YAU4Bo5lqdhZ7D6FIx6JLueRcsEqhQaKwUGbHaZuqAiTRSg0ySod4NqEhp14ZSTM1tZQgLGXoIaA8/39vdfMDzCt3TktByQAv3H+vVBV4wSYXoDg/EMGLApZ+TsehZNFFWhT6Am8duP55c//OoXsdbsg+fb/uT+N/7syfFvcVvaJBiMbSFJkZmZq1WnMYAqoKGS7YuVD9MbGIySQH0Cd39QlwfGT1B/B9fI0Q2l5SSrrEtzqYXQqtq6UNwmUb3ZshkGIkmRcHiS4yxVpzHAZkAD2zqxe5jewGDsCgzMpP6O7EZ2bX2Na+TQOGFuNTc3NO+HcYIkctKcsprISXMpAOB728w9raccxbSWQnES1V53g1EGUGMAgP7+C1VnvsquZ7FalcPiYErD7mF6A4Ox92BIJhon0DKBzg40TuCW0R0kopCj6eVoRo5mpDmFszR2dLeYe1r53rYdhzpqCotXYGYqhuEsLAiiGITq1Bhg0zdha7f1H+s3WpYaYYd6g9frHR4erodsChWF3+/neR73Kahfaz71+/0cx2k2ZOLGTtzticki1fm1Sm/Uz8soHUmRcMtoIWVC7+mQIoocy8iL6eVYBnWFrj7T/mVq0mgS6N1oamrjOEsp2zcYNYMsR0UxKElzPN976pSjGr93kiMzSzNNDU3OTqchDsRaZYePKdeuXXM6nUxvKDPxeDwej+OajVmh1Os3beF53ul0qrOAA4Db7cbcUFhJC1Nl+Hw+VC9Kb1TLwNgu6LDQ5KJANSKuxP/tC7K08EiRf3/g4Vf/sNT2h5XmQ189cKSzsbOnrf/isfJsiNDnkwAASYpksylZXpTlqDqlBAAws0SNQUhiYWFWFIMdHd1dXX1nzlwxWqKdkF3Phh+EF8mio9NRKPULY8fs0N5w4MABzbKUF3y6LZ49sJQ+DARrjWKqDIfDoamZqW7xer2BQEAURUyYgWVLseoHZrDGfx0OB1apKL1RLQNjN5BEjiRzciyTfbS+HMvI0YzZ2sJZGpvaGrr6TI+P/O7QC+s0bIKmneho6dixm2MP0Zsl0CZBzRIsWqK6yGaVxUVhYUHIZpVTp5ynTg1Ury4oKdLM0kwP19N/rJ9FM+wHWnsDLXdEczRh4iaslL2loqA+XJIkzBgoCAKORtNAqQfX9KGNtVpHcTeU7hvy+XyCIIyPj/t8PlEU/X4/LWFKLywOpbnaxRttNhvzT20LVA4AIB5RAGAttUGSuayyQZI5s7Wlo7ul+fDBrj5TvnRMJtDt9qSWidXcavhBWL2ho8zKRF6zhCxHCUlqzBKoT2DoJbNMVBqoLshyVJLmenoGHI4Rs9lqtFA7h+RIKBFa21hjOy33lWd+qjBJMDWD+/1+j8dDqy2/8847xY0TmsMx6zAAYApqNKHjp263Gx9kp6enNX08Hg/Wc/J4PIIg1PYSJYoimlvQTkDfgqpwpRrN1VD3BwBNHSy/32+3251OJxahUGuB6gE1OT2LN+plqGeoTgAA2dSGvJjG18uxDABIcym+tw0AOrpbAKD58EFzdwsAdFhbdhzGiD+FhZQJOSOHH4T3JABzh+KZrWazVVOeQJaja2tKPB7BUl5omWhuNtF9HEyZKDPZrCJJc7K8KElzAMDzvTxfrf4ICnVMsIROZeCZ3y90PdDlCosg4wIvCMI777xTfCzN4RT1gPiCEOL3+9UFkPCFKIqSJKEmYbfbJyYmatt/QW0t9O3s7OyTJ0/wWd/pdO4mjMBms73++utOp/NHP/oRjZFcXV3V9yy9kRK6nsDV8ankyRxJPgYAXCkL0dTWwFm2KIvQVcbajGrUC78G9ZnK0Uyz6Y9noTkjFN7uai9n9Ye8ygQNwERlAi0TtO7XPm0NzS+e2QoAesuEWpnIZpW1tRS6OZqa2tDTwfSJvWVhQVDrCmZzT3//xRrwJVGNoYfrYcUmysMzegOWOEJ/xOjo6PT0NK2zXMoCpjk8r5cBDeCEkLzL0vT0NLrSd3o61YcoihixSJd2QRCor6f4sRqbhMZCAAA+n+/atWu0nBgAHDlyRD9O6Y0U5+Xt/aBLEaV4B3Tzw6Y9f0vUa/l2wRiCQp+ae1qbn/20q8+0GyOBIeQNwJQUieSInJZJjlDLBFUmuENc2Uy7eZUJjJnAAMzV1YRan1A7O5qaTFVtSy8b1G2EZh6e7zWbrbWhKyB4G0uKxDSGMvPMTyEGJQiCgBrDdmPfNIfTx2iEEOJ2u3me7+rqKhK44Ha7a9vGoIbnefQgOJ1OjQ8IoxH3PPzQZrOpC51j4GTpjTued8t9g/u3sZBB0dsYsE4HKhMLqws0CSbNqF3Oil8YMwEA+kLMkhQBAGqfAADcHwgAqFWgSgEAdRuPSUhClmOyvIi5QdfWUh0d3RxnMZt77HZXjVluqMbQf6yf1aYqP8/oDbhT3+12414+n8+HlgOe5/XPsno0h6s/IoQEAgGO47BGtsfj0R9OCBkeHlbbKnDAXZ1fxeN2uzXXFs0t8Xgc91Xu7XQOhwODS3ieFwQB9QPYjDgppZFRSzQfzOOwQGVCzshxJa7PgFlmZQJBfUKfQgAzYMKmSrG2lsKchhiSCQC4WZRqFXkHqTrwrNEwo08i3tWljVetJSRFCj8IZzey9qN2pjEYhTYucnx8nOd5SZJGR0dtNhtaHRD9wZq4vMHBQfXhANDV1eX1egVBQIWARk0SQqgzQt3H4/HgvBiFNzg4qB6/9ggEAvhM/+Mf/5g24pXBNE37MSmqg263G7MybLeRUfOgMqHRJzD9ZUUpEwDAcZ34JJ13pVSvr/F4BACWl2NUseA4C1om0GKBh3R1/XEcA1dftT4EAKgcQD59qLa1BEp2PbtIFhfIAgD0H+uvtKpy9Uae/A2iKPI8T43SGBfJcdyBAyUle9Acjpv31J/qVRB9Yyl7PmsD3K1a5kd53C6r2elaeiODgVBlAk0UFaJMbAu6QsPmIg0AaOdXd5PlKGyGZVDUCse2oHpAkfE1lpK69b+IKyKqqj1czynuVIXfTnXCNvI+lag3MBiMeobGTNDCoZoAzHLu5tg/MORiN9SDnWDHLJAFSZEkReJNvO2ojakLFcU2VAHcK7Gv0jAYjJpErUzoa3MYW4WcUTnIaVl8KKK6wJt4liK6MmEmBAaDYRg0aRUUrkJubEZtxn6TXc9KKUlOy4tksaOlo8vU1cP1sG+8kmF6A4PBqCz0xgl1eQ5g+kT1Q3UFKSUBAN/Gm1vNfBvPvtCqgOkNDAajOkAFgukT1YukSHElLqWktfW1Hq6H6QpVCtMbqgYMLsHtrKy4FINB0esT1N+B8RMA0GXqAgAWQlFm5LS8nFleza2iAYk38eYWM2/i2bdQ1VRT6tw6R5KkeDzucDiwigfTGxgMpIg2ICkSAGDaCapSkBwxt5gBQG2lqPwto5UPam9xJU5yhDwmAMAd4rhGztxqtrfbma5QM5Rbb8A8TttNIrSzo2oPu90OABzH1UlyCwZjl+CGz7zbPjEkE3NsA8ByZhkAqOMDNrUK3OsBzFahg15Aak7AgNYjjUe6TF01sNWWUYg8egOWnqKpfjApE1ZawoTT6re0P8/z9K2mg2ZkABAEQT0+nU7dDpvZn/IeVYfQ7N1Mf2Iwdk9x6wIuilhTlNoqAAC3j2IfVCwAAOuV4+saWy8xRhUA6J4XUF0EmuCLmRPqCm18g8fjwfyAgUBAEASe5x0OByaQHh0d9Xg8mrderxcVBZooWtNBPbjX68XcyVj8wmazaabDmljoyPd6vbTctuaoMl6f/YUQ4vF4MKO2x+NR5+3W1LpkMBgVBXpAAAAfuPE1LqvYCAB0KaUaBoLBFhRDAjnRp4CvMeMnbV/bWAMAGiOCYSJod2HeHAZo7A3oOMdl2263T0xM4NIVCoXQfoDQt7jSY1kmtBmg/VzTn6IufFBoung87vF47Ha7KIr4keaoWsLv96MydODAAVQgZmdnnzx5ghfT6XQyfwSDUZmUblegGgZsKhn47I5QVQORM3JzQ3OJz+406lM/jp7sRnY5s9zU0ETtJerD1SYTtiGFUZxn9Ibp6WlJkvRr1fDwcN63oVCIdkanOxoGNP0LkXc6n8/n8Ximp6f3qapTRRGPx9VOGfoCta5asqwwGHXLnnsu1IoIBW0YzB7AKAPa+Aa3273jx3qMQtgW+ukIIbhqov9iZ5JUC0XOkeO4ergCDAZju9RYCAWj6viK+s3w8HAgEKDLf15fgxqn0+n3+7G/KIqiKLrd7hInJoTknc7j8WC72+3WC7AD1aSSUasFNIbU4XBgmMj09LRBcjEYDIxENgUAAACFSURBVAaDkZ9n9Aae50dHRzFMAWMVix/scDgwUNHhcKDlQL+BwqFCFMWuri6/34+D66fzeDw8z7vdbo7jUHVARUF91J5fAgMZHBwUBMHr9Q4MDKj1BvT4DA4OGiseg8FgMBga8ueLxA2QpY+CWyp23LmU6bY1RRWBfpmaPDUGg8Fg1B7/Py4Klc/sBiLsAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = SAPHDBPartError()\n", "display(p.canvas_dump())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol Option Part Row" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = SAPHDBOptionPartRow()\n", "display(p.canvas_dump())" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SAP HANA SQL Command Network Protocol Command Information Part\n", "Key: 1\tName: Line Number\n", "Key: 2\tName: Source Module\n", "\n", "SAP HANA SQL Command Network Protocol Client Context Part\n", "Key: 1\tName: Client Version\n", "Key: 2\tName: Client Type\n", "Key: 3\tName: Application Name\n", "\n", "SAP HANA SQL Command Network Protocol Session Context Part\n", "Key: 1\tName: Primary Connection ID\n", "Key: 2\tName: Primary Host Name\n", "Key: 3\tName: Primary Host Port Number\n", "Key: 4\tName: Master Connection ID\n", "Key: 5\tName: Master Host Name\n", "Key: 6\tName: Master Host Port Number\n", "\n", "SAP HANA SQL Command Network Protocol Statement Context Part\n", "Key: 1\tName: Statement Sequence Info\n", "Key: 2\tName: Server Processing Time\n", "Key: 3\tName: Schema Name\n", "Key: 4\tName: Flag Set\n", "Key: 5\tName: Query Time Out\n", "Key: 6\tName: Client Reconnection Wait Timeout\n", "Key: 7\tName: Server CPU Time\n", "Key: 8\tName: Server Memory Usage\n", "\n", "SAP HANA SQL Command Network Protocol Connect Options Part\n", "Key: 1\tName: Connection ID\n", "Key: 2\tName: Complete Array Execution\n", "Key: 3\tName: Client Locale\n", "Key: 4\tName: Supports Large Bulk Operations\n", "Key: 5\tName: Distribution Enabled\n", "Key: 6\tName: Primary Connection ID\n", "Key: 7\tName: Primary Connection Host\n", "Key: 8\tName: Primary Connection Port\n", "Key: 9\tName: Complete Data Type Support\n", "Key: 10\tName: Large Number of Parameters Support\n", "Key: 11\tName: System ID\n", "Key: 12\tName: Data Format Version\n", "Key: 13\tName: ABAP VARCHAR Mode\n", "Key: 14\tName: Select for Update Supported\n", "Key: 15\tName: Client Distribution Mode\n", "Key: 16\tName: Engine Data Format Version\n", "Key: 17\tName: Distribution Protocol Version\n", "Key: 18\tName: Split Batch Commands\n", "Key: 19\tName: Use Transaction Flags Only\n", "Key: 20\tName: Row and Column Optimized Format\n", "Key: 21\tName: Ignore Unknown Parts\n", "Key: 22\tName: Table Output Parameter\n", "Key: 23\tName: Data Format Version 2\n", "Key: 24\tName: ITAB Parameter\n", "Key: 25\tName: Describe Table Output Parameter\n", "Key: 26\tName: Columnar Result Set\n", "Key: 27\tName: Scrollable Result Set\n", "Key: 28\tName: Client Info NULL Value Supported\n", "Key: 29\tName: Associated Connection ID\n", "Key: 30\tName: Non-Transactional Prepare\n", "Key: 31\tName: Fast Data Access Enabled\n", "Key: 32\tName: OS User\n", "Key: 33\tName: Row Slot Image Result\n", "Key: 34\tName: Endianness\n", "Key: 35\tName: Update Topology Anwhere\n", "Key: 36\tName: Enable Array Type\n", "Key: 37\tName: Implicit LOB Streaming\n", "Key: 38\tName: Cached View Property\n", "Key: 39\tName: X OpenXA Protocol Supported\n", "Key: 40\tName: Master Commit Redirection Supported\n", "Key: 41\tName: Active/Active Protocol Version\n", "Key: 42\tName: Active/Active Connection Origin Site\n", "Key: 43\tName: Query Timeout Supported\n", "Key: 44\tName: Full Version String\n", "Key: 45\tName: Database Name\n", "Key: 46\tName: Build Platform\n", "Key: 47\tName: Implicit XA Session Supported\n", "Key: 48\tName: Client Side Column Encryption Version\n", "Key: 49\tName: Compression Level And Flags\n", "Key: 50\tName: Client Side Re-Execution Supported\n", "Key: 51\tName: Client Reconnect Wait Timeout\n", "Key: 52\tName: Original Anchor Connection ID\n", "Key: 53\tName: Flag Set 1\n", "Key: 54\tName: Topology Network Group\n", "Key: 55\tName: IP Address\n", "Key: 56\tName: LRR Ping Time\n", "\n", "SAP HANA SQL Command Network Protocol Commit Options Part\n", "Key: 1\tName: Hold Cursors Over Commit\n", "\n", "SAP HANA SQL Command Network Protocol Fetch Options Part\n", "Key: 1\tName: Result Set Pos\n", "\n", "SAP HANA SQL Command Network Protocol Transaction Flags Part\n", "Key: 0\tName: Rolled Back\n", "Key: 1\tName: Commited\n", "Key: 2\tName: New Isolation Level\n", "Key: 3\tName: DDL Commit Mode Changed\n", "Key: 4\tName: Write Transaction Started\n", "Key: 5\tName: No Write Transaction Started\n", "Key: 6\tName: Session Closing Transaction Error\n", "\n", "SAP HANA SQL Command Network Protocol DB Connect Information Part\n", "Key: 1\tName: Database Name\n", "Key: 2\tName: Host\n", "Key: 3\tName: Port\n", "Key: 4\tName: Is Connected\n", "\n", "SAP HANA SQL Command Network Protocol LOB Flags Part\n", "Key: 0\tName: Implicit Streaming\n", "\n" ] } ], "source": [ "for option_part_class in SAPHDBOptionPartRow.__subclasses__():\n", " print(option_part_class._name)\n", " for key, value in option_part_class.option_keys.items():\n", " print(\"Key: %s\\tName: %s\" % (key, value))\n", " print(\"\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SAP HANA SQL Command Network Protocol Multi-Line Option Part" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = SAPHDBMultiLineOptionPartRow()\n", "display(p.canvas_dump())" ] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.18" } }, "nbformat": 4, "nbformat_minor": 1 }