diff --git a/docs/requirements.txt b/docs/requirements.txt new file mode 100644 index 00000000..0bc4c37b --- /dev/null +++ b/docs/requirements.txt @@ -0,0 +1,4 @@ +jupyter +numpy +matplotlib +schema \ No newline at end of file diff --git a/docs/sampling_algorithm.ipynb b/docs/sampling_algorithm.ipynb index 7eb7e119..3f24fbde 100644 --- a/docs/sampling_algorithm.ipynb +++ b/docs/sampling_algorithm.ipynb @@ -6,8 +6,11 @@ "metadata": {}, "outputs": [], "source": [ + "from typing import Dict, List\n", + "\n", + "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "import matplotlib.pyplot as plt" + "import schema" ] }, { @@ -15,24 +18,109 @@ "execution_count": 2, "metadata": {}, "outputs": [], + "source": [ + "signal_params = [\n", + " {\n", + " 'freq_hz': 1,\n", + " 'ampl': 1.0,\n", + " 'phase_rad': 0.0\n", + " }\n", + "]\n", + "\n", + "sampling_freq_hz: float = 10\n", + "sampling_duration_s = 50" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], "source": [ "delay_injection = 10\n", "delay_amplitude = 0.1\n", "\n", - "proper_sampling = np.arange(0, 100, 1, dtype=np.float64)\n", - "interval_priority_sampling = proper_sampling + np.heaviside(np.arange(-1 * delay_injection, 100 - delay_injection, 1), 1) * delay_amplitude\n", + "sampling_int = 1.0 / sampling_freq_hz\n", + "\n", + "proper_sampling = np.arange(0, sampling_duration_s + sampling_int, sampling_int, dtype=np.float64)\n", + "\n", + "interval_priority_sampling = proper_sampling + np.heaviside(np.arange(-1 * delay_injection, sampling_duration_s - delay_injection + sampling_int, sampling_int), 1) * delay_amplitude\n", + "\n", "increment_priority_sampling = proper_sampling.copy()\n", - "increment_priority_sampling[delay_injection] += delay_amplitude" + "increment_priority_sampling[delay_injection] += delay_amplitude\n", + "\n", + "n_samples = len(proper_sampling)\n", + "\n", + "sampling_behaviors = {\n", + " 'Original': proper_sampling,\n", + " 'Interval': interval_priority_sampling,\n", + " 'Increment': increment_priority_sampling\n", + "}" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "class SigGen:\n", + " def __init__(self, params: List[Dict[str, float]]):\n", + " signal_params_schema = schema.Schema(\n", + " [\n", + " {\n", + " 'freq_hz': schema.Or(int, float),\n", + " 'ampl': schema.Or(int, float),\n", + " 'phase_rad': schema.Or(int, float)\n", + " }\n", + " ]\n", + " )\n", + " signal_params_schema.validate(params)\n", + " self._params = params\n", + " \n", + " def add_signal(self, freq_hz: float, ampl: float, phase_rad: float):\n", + " self._params.append({\n", + " 'freq_hz': freq_hz,\n", + " 'ampl': ampl,\n", + " 'phase_rad': phase_rad\n", + " })\n", + " \n", + " def generate(self, t: np.ndarray) -> np.ndarray:\n", + " output = np.zeros(t.shape, t.dtype)\n", + " for component in signal_params:\n", + " output += component['ampl'] * np.sin(t * 2 * np.pi * component['freq_hz'] + component['phase_rad'])\n", + " return output\n", + " \n", + " def __call__(self, t: np.ndarray) -> np.ndarray:\n", + " return self.generate(t)\n", + "\n", + "sig_gen = SigGen(signal_params)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "reference_signal = sig_gen(proper_sampling)\n", + "reference_spectrum = np.fft.rfft(reference_signal)\n", + "\n", + "signals = {label:sig_gen(sampling_sequence)\n", + " for label, sampling_sequence in sampling_behaviors.items()}\n", + "spectra = {label:np.fft.rfft(signal) for label, signal in signals.items()}\n", + "fft_freq = {label:np.fft.rfftfreq(len(timing), sampling_int)\n", + " for label, timing in sampling_behaviors.items()}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -45,9 +133,8 @@ "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", "\n", - "ax.scatter(np.arange(len(proper_sampling)), proper_sampling - proper_sampling, label='Original')\n", - "ax.scatter(np.arange(len(interval_priority_sampling)), interval_priority_sampling - proper_sampling, label='Interval')\n", - "ax.scatter(np.arange(len(increment_priority_sampling)), increment_priority_sampling - proper_sampling, label='Increment')\n", + "for label, sequence in sampling_behaviors.items():\n", + " ax.scatter(np.arange(len(sequence)), sequence - proper_sampling, label=label)\n", "ax.legend()\n", "ax.set_ylabel('Sampling Error')\n", "ax.set_xlabel('Sample Index')\n", @@ -56,32 +143,66 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 10, "metadata": {}, "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'Time (s)')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "def signal(x):\n", - " return np.sin(x * 2 * np.pi / 15)" + "fig = plt.figure()\n", + "ax = fig.add_subplot(111)\n", + "\n", + "ax.plot(proper_sampling, reference_signal)\n", + "ax.grid()\n", + "\n", + "ax.set_ylabel('Signal Amplitude')\n", + "ax.set_xlabel('Time (s)')" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 5, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -93,11 +214,11 @@ "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", - "ax.plot(np.arange(len(proper_sampling)), signal(proper_sampling), label='Original')\n", - "ax.plot(np.arange(len(interval_priority_sampling)), signal(interval_priority_sampling), label='Interval')\n", - "ax.plot(np.arange(len(increment_priority_sampling)), signal(increment_priority_sampling), label='Increment')\n", - "ax.grid()\n", "\n", + "for label, signal in signals.items():\n", + " ax.plot(np.arange(len(signal)), signal, label=label)\n", + "\n", + "ax.grid()\n", "ax.set_ylabel('Signal Amplitude')\n", "ax.set_xlabel('Sample Index')\n", "ax.legend()" @@ -105,22 +226,22 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 6, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -132,12 +253,11 @@ "source": [ "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", - "reference_signal = signal(proper_sampling)\n", - "ax.plot(np.arange(len(proper_sampling)), reference_signal - reference_signal, label='Original')\n", - "ax.plot(np.arange(len(interval_priority_sampling)), signal(interval_priority_sampling) - reference_signal, label='Interval')\n", - "ax.plot(np.arange(len(increment_priority_sampling)), signal(increment_priority_sampling) - reference_signal, label='Increment')\n", - "ax.grid()\n", "\n", + "for label, signal in signals.items():\n", + " ax.plot(np.arange(len(signal)), signal - reference_signal, label=label)\n", + "\n", + "ax.grid()\n", "ax.set_ylabel('Signal Difference')\n", "ax.set_xlabel('Sample Index')\n", "ax.legend()" @@ -145,22 +265,22 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "(1e-06, 6.05910211371837)" ] }, - "execution_count": 7, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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4/e9/H/YARXzQrQ5SDH/hs7tie4yjEUIIIVoWcuHz8MMPU1NTQ25uLvX19Zx55pn06tWL1NRU7rvvvkjEKOKEo+HSnr1VcspTCCFE+xTyXV3p6emUlJTw5Zdf8v3331NTU8OJJ57IsGHDIhFfmzzxxBM89NBDlJaWcsIJJ/D4449z8sknxzqsDi9J+W/Dr6wtj3EkQgghRMvaPIDh6aefzumnnx7OWMLitddeY+LEiTz99NOccsopzJ49m5EjR7Ju3Tpyc3NjHV6HlqR0QFFVtzvWoYhEp1TDw/A/2PdcGQYK/1ejYb1SBkbDV4WBUgqfoTCUgWEoFAaGUhjGvq/+t1ENrwMF/ucNp3z96xUGBhgKBf7+VeOdj6phWe17b//GhngUKB8en5fSPav56r8+NE1DKZ+/f8MAfBjGfvEbPhSq4TP6Auv39W9g0JgDhVI+lFIHrPdvMxpyaGD4vzbk0f8V/+sbn6l9zw2l/Plu+DYEviW0PNRF41oNbb8W+49lpjVbAxoo/zqF/5KLxvdrbKdp/v60A+I4GGX42L17N1v/9RG6pvm/F/tFqBo+J/t9bpSi8T//yoZ87Z+b/V+nDli/3xIHbGuao8A7ou2/9WCfa/+x4FRjFvw5bkyQhsb+WdUa1tCwXmvSfr/lA9rs/17afi32C6bJdqUUlZWVDHOfHbOhXYIqfB577LGgO7z55pvbHEw4PPLII1x77bVcffXVADz99NO8//77zJ07l8mTJzdr73K5cLn2Te7ZeOG2x+MJXMcUDo19hbPP9sauLICb6vo9MfuciZDnkBg+PB4ntc46nK5a6t11uNz1OD31eD0u3G4nbq8Lj8+Jx+PC43XjNVx4fG58Pg8+nwev4cFneDEMN17Dg2F48fo8VFbv5Yd/vIJSPozAw4uBz7+zpWEdDTte/7OG/1QLXxWGxr7n+J/7GtdpNKwDQwNfw1f/7t//XAW2aw27H/ChNdnW6hQx7ZEO/BjrIBJACuBqtVX7d6hCL9Sh1iIxNFsq/MlVi9VqC2u3wf7eD6rwefTRR5ss79q1i7q6OjIyMgD/SM4Oh4Pc3NyYFj5ut5vly5czZcqUwDpd1xk2bBhLly5t8TUzZsxg+vTpzdYvWrQIh8MR9hhLSkrC3md7YfH5LxnbuWcbCxYsiGks7SrPysBkeDAb9ZgNF8pbi8tbTZ2vFqevFqevDqfhxKtcuJUHLx7/V82DBx/+NT48mg+fZuBF4dX8D4+mGpbBrYF3/wf+OeGMSO3oUyPTrZ92wNeORVNNj20ceHwjsKz2LWsHbNNa2tZsnYam9vXbeFGnf5xR7YDX+XvWm/S/7y/4wAWh6sBjBc3/0tcaYofQv4MqcERi3z5X7ff/Js+0lvfLB64Ldd994NGlpt+PpkegtGb/b2ij9n0PmvWkDsxZ85w2fd+Wjnq1nNtD1jza/jlsIZ/7Z1pretyp5fb7Hw87SEDNvnt+n336ORaT9RDRhq6uri6odkEVPps2bQo8f/nll3nyySeZM2cOffr0AWDdunVce+21LY7vE03l5eX4fD7y8vKarM/Ly+PHH1v+c2nKlClMnDgxsFxVVUVRUREjRowgLS18M5p7PB5KSkoYPnx4hxy5GeCTeY8CTsxJGqNGjYpJDBHPs1LgqobqHVTt/pmtuzZQXl3K3vpyKp0VVHuqqPHVUquc1OCmVvNRrStqdY1aXadW03HrDb8d9IbHYYXZ/Ndlq69QCjNgVmBSYEJhUhom/DtEMxq6AhMaeuNDaeiahq50dDRM6BiGwmKyYGpoZdJ0dEzomo6umRqem9A0EybNjI6OrpvRNTMmzYSp4bmumdB1s7+NbsbU8FxreG7WLWi6GbNuRtdN6Lql4fUWdJMJk2bZt81k8cehN/SvmzFrOrrJ35eGjsVkRtd1/+cx+ePd9xrdH79uQtPwx6xp/uemhk/auKz5d12Nz/et33fPiBaGojMRfne0B5Ln6IhknlsaaqclIV/j8+c//5k33ngjUPQA9OnTh0cffZQLL7yQK664ItQuY8pms2GzNT/cZrFYIvLDH6l+24MkkwPYjdOoi/lnbHOeDQNVuZVfN3/LT7/+l51VWymvL6PCU0GFqqVC91Bu0thpNlFz4KSzGtDkD5jGyqZlNgPsBtiVjtUwYcWEBRMWLFgwY9GsWDQrVt2K1WTHqtuwmGz+5yYbVosdmzkJu9mO3ZqEzeLAbknyP7c6sFmScNiSsNtSSLI5cNiTSbLYMZsP/3vj8XhYsGABo0Z1zClY2qOO/LujPZE8R0ck8hxsfyEXPjt27MDrbT4Dt8/no6ysLNTuwio7OxuTydQsjrKyMvLz82MUVeJIMvtniq836mMcSRB8HmpL17F6/Res37GC7dU/U+YrZ6dezy8WE3tMpn1tLQ2P5pUNVgMchokkw0ISNuw4cJhScZjTSbZ3IjUpl4zkPFKTc8lM6UR2cgbZyelkO1JJt9swm0IeUUIIIcRhCLnwOfvss7n++uv5+9//zoknngjA8uXLueGGG2J+S7vVamXAgAEsXryYMWPGAP47HxYvXsxNN90U09gSQbI5Fbzgwh3rUJox3PV8++2bLFv/Lhvq1rHZXM8Wixlv46mIwEG/fYVNmlcnzbCTqqWQYs4i3Z5Pp9RuFHQ6kh45Peib3YWCtIywnM4QQggRHSEXPnPnzmXs2LEMHDgwcFjJ6/UycuRI/v73v4c9wFBNnDgxEN/JJ5/M7Nmzqa2tDdzlJSIn2ZYBXnC2g8LH63Hz9fK3WPbT22ys/ZGfrLWUmht+3B3QeGGNxYAcn5VssshJKqKo03Ec1e1UTul2DJ0c4bvGSwghRPsQcuGTk5PDggUL+OmnnwIXDPft25cjjzwy7MG1xSWXXMKuXbuYOnUqpaWl9OvXj4ULFza74FmEX0pSFtSCU/PF5P3dbifz3pnGt2Uf8dgrU9hpbjhd5QAwY1KKbp4ketqP5ITuwzjpyDPpm9MNk246VLdCCCE6kDYPYHjkkUe2m2LnQDfddJOc2oqBjJRsKId6zYjq+1bXVPHcO3ewuPZztlh1/1gcmDArRQ+PnZ62IxjQ81zOG3ghafaUqMYmhBCifQm58LnmmmsOuX3u3LltDkbEt4wU/8jYdXokRrxqrrR8O8++fxufeVey06yDVcdhKPrX5zHk6Is475TLSU2S01VCCCH2Cbnw2bt3b5Nlj8fDDz/8QEVFBWeddVbYAhPxp1NGIQB1uoZhGOgH3u4dJj9tXcfcRXfwpbaeSpMOZp1Mn8FZ1n5cN+p+vvnPSkadJrdZCyGEaC7kwuff//53s3WGYXDDDTdwxBFHhCUoEZ9yMzsD4NM0dlfvJic9J6z9r970Hc98dBtLzdtxmv3j0OZ7FOekDeZ/Rj9AclJ6w5DlK8P6vkIIITqONl/jsz9d15k4cSJDhgzh9ttvD0eXIg5lpudjVgqvprFzz69hLXzWb13NhMVXUGr1j1Tc0w2/yT2PcaPuxmKxh+19hBBCdGxhKXwANm7c2OLAhiJx6CYzyYai0qRRXrEd6B+WfqtqKpjywRWU2jTyPQbXdb2KC4fdhhahU2lCCCE6rpALn/3ntQJQSrFjxw7ef/99xo4dG7bARHxyGFBpgr3V4RnF2+f1cetL57HO7iPFZ3DvwAc5td9vwtK3EEKIxBNy4bNixYomy7quk5OTw8MPP9zqHV+i40tS/qMwVbW7wtLf3S9ewlJ7FSalmNDlail6hBBCHJaQC59PPvkkEnGIDiJJmQAfVfV7Druvp9+czFv6OgAut53CJSNuPew+hRBCJLaQL5I466yzqKioaLa+qqpKbmcX2JX/FvJa195WWh7a+188z98r3wPgbE8+t18257BjE0IIIUIufD799FPc7uZzMTmdTr744ouwBCXil03zT/JZ56lucx8//PQfZv00E5eucZzLxoNXvRuu8IQQQiS4oE91ff/994Hna9asobS0NLDs8/lYuHAhnTt3Dm90Iu4kaXaginpvTZteX75nG3d9ej3lNp0iNzx64VvYrHK7uhBCiPAIuvDp168fmqahaVqLp7SSkpJ4/PHHwxqciD9JJgcATl9dyK/1eFzc/s8L2GiHdJ/BfWc+S15Wl3CHKIQQIoEFXfhs2rQJpRQ9e/bk66+/Jidn3+B0VquV3NxcTCaZ5TrRJZlTQEG9cob82qnzR/ON3YVFKSb1nkT/I0+LQIRCCCESWdCFT7du3QD/9BRCHIzDkg5ucNL8OrBDeeLVG3nPugOAq9JG8dvBMjSCEEKI8Auq8HnnnXc499xzsVgsvPPOO4dse/7554clMBGfku2NhY8npNd9UP0ZWDVGGEcw4XczIxSdEEKIRBdU4TNmzBhKS0vJzc1lzJgxB22naRo+ny9csYk4lJrUCarAqQX/c2D4vJSaFaBx6cn/G7nghBBCJLygCp/9T2/JqS5xKOmObADqteB/TjZvW4urYd6tvj0GRCQuIYQQAtowjk+s3HfffQwaNAiHw0FGRkaLbbZs2cJ5552Hw+EgNzeX2267TSZOjbLMtHwA6kL4yVq/9b8AZHkNUh1pkQhLCCGEAII84vPYY48F3eHNN9/c5mAOxe12c9FFF1FcXMycOc1H8fX5fJx33nnk5+fzn//8hx07dnDVVVdhsVi4//77IxKTaC4noxCAWl3D8HnRTa3/iG3d5Z+WIssX8gwqQgghREiC2tM8+uijQXWmaVrECp/p06cDMH/+/Ba3L1q0iDVr1vDRRx+Rl5dHv379uPfee7njjju4++67sVqtEYlLNJWbVQSAoWns2ltKXnbr4/CUVW0GIANHJEMTQgghgit8Nm3aFOk4DtvSpUs57rjjyMvLC6wbOXIkN9xwA6tXr6Z///4tvs7lcuFyuQLLVVVVAHg8Hjye0O5MOpTGvsLZZ3vksKVgVgqvprGj/Bey0vNafc0e106wQoaecdj5SZQ8x5rkOXok19EheY6OSOY52D4P69yCUgrwH+mJtdLS0iZFDxBY3n96jQPNmDEjcDRpf4sWLcLhCP8RiJKSkrD32d4kG4pKk8aXSz/il3Xlrbbf7dkDVjC7HSxYsCAsMSRCntsDyXP0SK6jQ/IcHZHIc11dcDMGtKnwmTNnDo8++ijr168HoHfv3kyYMIE//OEPIfUzefJkHnzwwUO2Wbt2LX379m1LmEGZMmUKEydODCxXVVVRVFTEiBEjSEsL34W2Ho+HkpIShg8fjsViCVu/7dETz99JpQkKu+Yw6oxRrbZ/ft5dAPTucgKjzm29/aEkUp5jSfIcPZLr6JA8R0ck89x4xqY1IRc+U6dO5ZFHHuFPf/oTxcXFgP800y233MKWLVu45557gu5r0qRJjBs37pBtevbsGVRf+fn5fP31103WlZWVBbYdjM1mw2azNVtvsVgi8sMfqX7bkySlA4oa5+7WP6tSlJsNQKd74bFhy00i5Lk9kDxHj+Q6ND6fL6TTKT6fD7PZjM/nQ9fj5obnuHM4ebZYLIecGivYfx8hFz5PPfUUzz33HJdddllg3fnnn8/xxx/Pn/70p5AKn5ycnCZzfh2O4uJi7rvvPnbu3Elubi7gP5SWlpbG0UcfHZb3EMGxKxPgpbp+b6ttKyp2sNfUMIZPt4ERjkwI0dEppSgtLaWioiLk1+Xn57N169Z2cflGR3W4ec7IyCA/P/+wvkchFz4ej4eBA5vvoAYMGBDRMXO2bNnCnj172LJlCz6fj5UrVwLQq1cvUlJSGDFiBEcffTRXXnklM2fOpLS0lLvuuosbb7yxxSM6InLsWAEvta6KVtv+uMl/lM5uKLp0kpnYhRCHp7Hoyc3NxeFwBL2DNAyDmpoaUlJS5IhPBLU1z0op6urq2LlzJwAFBQVtjiHkwufKK6/kqaee4pFHHmmy/tlnn+WKK65ocyCtmTp1Ks8//3xgufEurU8++YQhQ4ZgMpl47733uOGGGyguLiY5OZmxY8eGdARKhIe/8KmjzlvdatvNpasByPbq8stGCHFYfD5foOjp1KlTSK81DAO3243dbpffRRF0OHlOSkoCCJzZOdRpr0Np88XNixYt4tRTTwVg2bJlbNmyhauuuqrJhcIHFkeHY/78+Qcdw6dRt27dwnZXkGg7u54EVFDvrW21bWnFzwBkKDkqJ4Q4PI3X9ETijlzRPjR+bz0eT/QKnx9++IETTzwRgI0bNwKQnZ1NdnY2P/zwQ6CdnCNNXHaT/wez3qhvtW15/Q4wQ4YuU1UIIcJD9j8dVzi+tyEXPp988slhv6no2BzmVDDAZThbbbvXuxfMkGXNjUJkQgghEp2cyBRh57CkA1CPu9W2FfhPh2WndI1oTEIIIQS0ofBxOp089NBDjBo1ioEDB3LiiSc2eQiRYs8EwKm1fpffbpO/TefsyA1SKYQQHdnmzZvRNC1wt3Mw5s+fT0ZGRszjiIWQT3WNHz+eRYsWceGFF3LyySfLuVTRTKqjE1RCveY7ZDtvfRU7zf7au1dRy3OpCSFEoti6dSvTpk1j4cKFlJeXU1BQwJgxY5g6deoh71IrKipix44dZGdnB/1el1xyCaNGHd5I+fEq5MLnvffeY8GCBZx22mmRiEd0AOkp/kEp63V1yHY/b1mJR9PQlaJvl6OiEZoQQrRLP//8M8XFxRx55JG88sor9OjRg9WrV3PbbbfxwQcf8NVXX5GVldXsdW63G6vVesgZClqSlJQUuD080YR8qqtz586kpqZGIhbRQWSl+v8B1rZyMHDDtpUAZPo0HBa5nV0IEX5KKerc3qAe9W5f0G1bezRO4h2sG2+8EavVyqJFizjzzDPp2rUr5557Lh999BHbtm3jzjvvBKB79+7ce++9XHXVVaSlpXHddde1eIrpnXfeoXfv3tjtdoYOHcrzzz+PpmmBEa0PPNV19913069fP1588UW6d+9Oeno6l156KdXV+8ZjW7hwIaeffjoZGRl06tSJ3/zmN4G7u+NJyEd8Hn74Ye644w6efvppunXrFomYRJzLziwEoFbX8LrqMNtaHlNj2+4NAGT5ZP4hIURk1Ht8HD31w6i/75p7RuKwBreL3bNnDx9++CH33Xdfs6Mw+fn5XHHFFbz22ms8+eSTAMyaNYupU6cybdq0FvvbtGkTF154If/7v//LH/7wB1asWMGtt97aahwbN27krbfe4r333mPv3r1cfPHFPPDAA9x3330A1NbWMnHiRI4//nhqamqYOnUqv/3tb1m5cmVcDfoYcuEzcOBAnE4nPXv2xOFwNJsUbM+ePWELTsSnvCz/1BNK09i9dxt5+b1bbLezZivokK6lRDM8IYRoV9avX49SiqOOavmU/1FHHcXevXvZtWsXAGeddRaTJk0KbN+8eXOT9s888wx9+vThoYceAqBPnz788MMPgQLmYAzDYP78+YGzOldeeSWLFy8OvO73v/99k/Zz584lJyeHNWvWcOyxxwb/gWMs5MLnsssuY9u2bdx///3k5eXJxc2imTR7Mmal8GoaO/duP2jhs9dTDjbIMIc2tLwQQgQryWJizT0jW21nGAbVVdWkpqWG5ehFkiX0UYWDPT3W0nyZ+1u3bh0nnXRSk3Unn3xyq/127969yaUsBQUFgbmxwF+gTZ06lWXLllFeXo5hGIB/Ls0OXfj85z//YenSpZxwwgmRiEd0ALquk2xApQn2VJUetN1eowaATg6ZnFQIERmapgV1yskwDLxWEw6rOeqnbXr16oWmaaxdu5bf/va3zbavXbuWzMxMcnL8N44kJydHJI4Dz+BomhYobgBGjx5Nt27deO655ygsLMQwDI499ljc7tbHbGtPQv7u9u3bl/r61qciEInNYfiPBFbUHLzw2aO7ACjIPCIqMQkhRHvUqVMnhg8fzpNPPtls/1paWspLL73EJZdcEvQZlj59+vDtt982WffNN98cVoy7d+9m3bp13HXXXZx99tmB02/xKOTC54EHHmDSpEl8+umn7N69m6qqqiYPIQDsyv+jVVm3u+UGXje7Gv4I614gRw+FEIntb3/7Gy6Xi5EjR/L555+zdetWFi5cyPDhw+ncuXOr1+fs7/rrr+fHH3/kjjvu4KeffuL1118PTPLd1stTMjMz6dSpE88++ywbNmzg448/bjIpeTwJufA555xzWLp0KWeffTa5ublkZmaSmZlJRkYGmZmZkYhRxKEk5a9qqutb/ougvHQdlQ0z6x7TTQofIURi6927N99++y09e/bk4osv5ogjjuC6665j6NChLF26tMUxfA6mR48evPHGG7z55pscf/zxPPXUU4Hb4W22tg0dous6r776KsuXL+fYY4/llltuCVw8HW/COknpqlWrDisY0XHYsAJuat0tHwVct+W/ACT7FPlpwf+DFkKIjqpbt26BIzMHc+AdXOC/KPnAC6PPP/98zj///MDyfffdR5cuXbDb7QCMGzeOcePGBbbffffd3H333U36mDBhAhMmTAgsDxs2jDVr1jRps//7thRHexRy4XPmmWc2Wa6uruaVV17h73//O8uXL+emm24KW3Aiftk1G1BDvaflwmfLzh8ByPKF/CMohBCiFU8++SQnnXQSnTp1YsmSJTz00EOyf27Q5r3O559/zpw5c/jXv/5FYWEhv/vd73jiiSfCGZuIY3bdPwhXna+uxe1lVb8AkK4Sc8h0IYSIpPXr1/OXv/yFPXv20LVrVyZNmsSUKVNiHVa7EFLhU1payvz585kzZw5VVVVcfPHFuFwu3nrrLY4++uhIxSjikN3kv93SabRc+JS7ysAKGSa5LkwIIcLt0Ucf5dFHH411GO1S0Bc3jx49mj59+vD9998ze/Zstm/fzuOPPx7J2AI2b97M+PHj6dGjB0lJSRxxxBFMmzat2dgB33//PYMHD8Zut1NUVMTMmTOjEp9ozmH2D4LlVC2P77DXVwlApj20ifWEEEKIwxH0EZ8PPviAm2++mRtuuIHevVseiTdSfvzxRwzD4JlnnqFXr1788MMPXHvttdTW1jJr1iwAqqqqGDFiBMOGDePpp59m1apVXHPNNWRkZHDddddFNV4BydZ0qAcnByl8tHpAJyetR3QDE0IIkdCCLny+/PJL5syZw4ABAzjqqKO48sorufTSSyMZW8A555zDOeecE1ju2bMn69at46mnngoUPi+99BJut5u5c+ditVo55phjWLlyJY888sghCx+Xy4XL5QosN45F5PF48Hg8YfsMjX2Fs8/2LMmWAfVQr3mbf2ZlUG4yAJ0unfpKnuOQ5Dl6JNfB83g8KKUwDKPJiMPBaLwbqfH1IjION8+GYaCUwuPxYDI1nRYk2H8jQRc+p556KqeeeiqzZ8/mtddeY+7cuUycOBHDMCgpKaGoqKjJHB+RVllZ2WRcg6VLl3LGGWdgtVoD60aOHMmDDz7I3r17DzrG0IwZM5g+fXqz9YsWLcLhaHlW8cNRUlIS9j7boz07a8AK9ZrBggULmmwzO8vZafb/wO7cUsuCXQta6uKwJEqeY03yHD2S69aZzWby8/Opqalp8zQK1dXVYY5KtKSteXa73dTX1/P555/j9XqbbKura/ma0gNp6jBuul+3bh1z5szhxRdfpKKiguHDh/POO++0tbugbdiwgQEDBjBr1iyuvfZaAEaMGEGPHj145plnAu3WrFnDMcccw5o1aw46621LR3yKioooLy8nLS0tbDF7PB5KSkoYPnx4s/lQOqIF37zJXev/Qp7XxwdXfddk29rv3+WKH6ZhUooll3yD1Ry+W9oTLc+xInmOHsl18JxOJ1u3bqV79+6B8WqCpZSiurqa1NRUmXw7gg43z06nk82bN1NUVNTse1xVVUV2djaVlZWH3H8f1h6nT58+zJw5kxkzZvDuu+8yd+7ckF4/efJkHnzwwUO2Wbt2LX379g0sb9u2jXPOOYeLLrooUPQcDpvN1uJIlhaLJSK/ZCLVb3uTk1EIQK2uYTGZYL9J/7buXAtAllcnOSkyt7MnSp5jTfIcPZLr1vl8PjRNQ9f1kCcabTzt0vh6ERmHm2dd19E0rcV/D8H++wjLn9omk4kxY8YwZsyYkF43adKkJiNHtqRnz56B59u3b2fo0KEMGjSIZ599tkm7/Px8ysrKmqxrXM7PlzuHoq1Tpn/G9VpNw+usxOzYd6px+96fAchQof1FJoQQon2aP38+EyZMoKKiItahtCqmw+bm5OSQk5MTVNtt27YxdOhQBgwYwLx585pVisXFxdx55514PJ5A1VdSUkKfPn1kDrEYyM/MA0BpGrv2bKNgv8JnZ/12MEMa4TuVKIQQ8WzcuHFUVFTw1ltvBdVe0zT+/e9/h3zAQbRhktJY2LZtG0OGDKFr167MmjWLXbt2UVpaSmlpaaDN5ZdfjtVqZfz48axevZrXXnuNv/71r3E7e2y8S7c7sDRcPrarckeTbXs9ewDItAZX9AohhIiMRLxbMC4Kn5KSEjZs2MDixYvp0qULBQUFgUej9PR0Fi1axKZNmxgwYACTJk1i6tSpMoZPDCU33Km4t3J7k/V78V95n53SNdohCSESjVLgrg3u4akLvm1rj8OYrHPIkCHcfPPN3H777WRlZZGfn99kAtHu3bsD8Nvf/hZN0wLLAG+//TYnnngidrudnj17Mn369CZ3P2maxlNPPcX5559PcnIy9957L126dOGpp55qEsOKFSvQdZ1ffvFPL/TII49w3HHHkZycTFFREX/84x+pqalp82eMpbiYIfLAWWQP5vjjj+eLL76IfEAiKEmGToVJsbdm176VSrHb5AXMFHTqE7PYhBAJwlMH9xe22kwHMsL5vv+3HazJbX75888/z8SJE1m2bBlLly5l3LhxnHbaaQwfPpxvvvmG3Nxc5s2bxznnnBMYz+aLL77gqquu4rHHHmPw4MFs3Lgx8Mf/tGnTAn3ffffdPPDAA8yePRuz2Ux9fT0vv/wyN9xwQ6DNSy+9xGmnnUa3bt0A/0XFjz32GD169ODnn3/mj3/8I7fffjtPPvlkmz9jrMTFER8Rn+zK/+NVVb9738r6vZSZ/euP6NwvBlEJIUT7d/zxxzNt2jR69+7NVVddxcCBA1m8eDFA4NrYjIwM8vPzA8vTp09n8uTJjB07lp49ezJ8+HDuvffeJsO8gP/SkKuvvpqePXvStWtXrrjiCpYsWcKWLVsA/51Xr776KldccUXgNRMmTGDo0KF0796ds846i7/85S+8/vrr0UhF2MXFER8Rn+zKAvioqa8IrNuxfRU1DRemH9s5ulOfCCESkMXhP/rSCsMwqKquJi01NTy3s1sObwDc448/vslyQUEBO3fuPORrvvvuO5YsWcJ9990XWOfz+XA6ndTV1QUG5R04cGCT1/Xr14+jjjqKl19+mcmTJ/PZZ5+xc+dOLrrookCbjz76iBkzZvDjjz9SVVWF1+tt1m+8kMJHRIwNK+Ck1l0ZWLdhi38wwxQfdHJEb6RvIUSC0rTgTjkZBlh8/rbtYByfA8ek0TSt1SkeampqmD59Or/73e+abdt/sL/k5Ob5uOKKKwKFz8svv8w555xDp06dAP9E4b/5zW+44YYbuO+++8jKyuLLL79k/PjxuN1uKXyEaGTX/AND1nn3XQC3dfdPAGT6ZCA2IYRoK4vFgs/na7LuxBNPZN26dfTq1Svk/i6//HLuuusuli9fzhtvvMHTTz8d2LZ8+XIMw+Dhhx8OHA2L19NcIIWPiCC77v8rwOmrDawrq/kVdEgnJVZhCSFE3OvevTuLFy/mtNNOw2azkZmZydSpU/nNb35D165dufDCC9F1ne+++44ffviBv/zlL632N2jQIMaPH4/P5+P8888PbOvVqxcej4fHH3+c0aNHs2TJkiaFUbyJ/fE80WHZzf7DqfWGM7But7scgHRzdkxiEkKIjuDhhx8OTBDev39/wD8x93vvvceiRYs46aSTOPXUU3n00UcDd2a15oorruC7777jt7/9LUn7TSd0wgkn8Mgjj/Dggw9y7LHH8tJLLzFjxoyIfK5okCM+ImKSLKngAafaN0tyheGfkTcrqfXbS4UQIlHMnz8/8PzTTz9ttv3AEZ1Hjx7N6NGjm7UbOXIkI0eOPOj7HGpe8htuuKHJLe37u+WWW7jllluarLvyyisDz4MddqY9kCM+ImJSrP5pKpzavsJnt+5/npdxRExiEkIIkdik8BERk2L3Fz71WsMFeK4adjYcY+yaf/xBXiWEEEJEjhQ+ImLSkv2DatVp/lsw68o3sqthhNGjOx8Vs7iEEEIkLil8RMRkpOQCUN/wU7Zh60qUpmEx4IisvBhGJoQQIlFJ4SMiJivDfwFzja6B18UvpWsAyPSZMDcc+RFCCCGiSQofETE5GQUA1Oo67ro9bK/aDEC6SjrEq4QQQojIkcJHREx+WqfA8/I929nt9M8zk6ZnxiokIYQQCU4KHxExqbYkLIZ/zIjyiu3s8fnn7Mqw5ccyLCGEEAlMCh8RUcmGBsCe6jL2aPUA5KR2j2FEQgghEpkUPiKikpS/8Kmq3kG5yX/0p3OO3MouhBAiNuKm8Dn//PPp2rUrdrudgoICrrzySrZv396kzffff8/gwYOx2+0UFRUxc+bMGEUrGtmVf8TC+r0bKDX77+Q6svDYWIYkhBDtzrhx4xgzZkysw4iZaH7+uCl8hg4dyuuvv866dev417/+xcaNG7nwwgsD26uqqhgxYgTdunVj+fLlPPTQQ9x99908++yzMYxa2BoKn501P1Ov+3/cjskPbsI8IYQQh8/n82EYRqzDaDfipvC55ZZbOPXUU+nWrRuDBg1i8uTJfPXVV3g8HgBeeukl3G43c+fO5ZhjjuHSSy/l5ptv5pFHHolx5InNrtkA2Ob1z8qe5tVItztiGZIQIoEopajz1AX1qPfWB922tcehJgNtzZAhQ7j55pu5/fbbycrKIj8/n7vvvrtJm4qKCq6//nry8vKw2+0ce+yxvPfee4B/wtOMjAzeeecdjj76aGw2G1u2bMHlcnHrrbfSuXNnkpOTOeWUU5pMiNr4uvfee48+ffrgcDi48MILqaur4/nnn6d79+5kZmZy88034/P5Aq8Ltt8PP/yQY445hi5dunDuueeyY8cOAO6++26ef/553n77bTRNQ9O0FidqDZe4nJ19z549vPTSSwwaNAiLxQLA0qVLOeOMM7BarYF2I0eO5MEHH2Tv3r1kZrZ8C7XL5cLlcgWWq6qqAPB4PIGiKhwa+wpnn/HAhr/w+cXiA8ykG7aI5iBR8xxtkufokVwHz+PxoJTCMIzAEY46Tx3FrxZHPZally7FYQn+jzylVCB2gOeff55bbrmFpUuXsnTpUq655hqKi4sZPnw4hmFw7rnnUl1dzQsvvMARRxzBmjVr0DQt8Nnr6up48MEHefbZZ+nUqRPZ2dnceOONrF27lpdffpnCwkLeeustzjnnHL777jt69+4deN1f//pXXn75Zaqrq7nwwgsZM2ZMoCD6+eefueiiiyguLuaSSy4BCLrfhx56iPnz5+N0OrnhhhuYNGkS//jHP5g4cSJr1qyhqqqKuXPnApCVldXiUSrDMFBK4fF4MB0wEG6w/0biqvC54447+Nvf/kZdXR2nnnpqoLoFKC0tpUePHk3a5+XlBbYdrPCZMWMG06dPb7Z+0aJFOBzhPzJRUlIS9j7bNY8OVtjQUKA6vA4WLFgQ8bdNuDzHiOQ5eiTXrTObzeTn51NTU4Pb7Qag3lsfk1iqq6vxmr1Bt/d4PHi9XqqqqvB6vRx99NFMmDABgDFjxvD444/zwQcfcMopp/Dxxx/z9ddfs2zZMnr16gXAGWecAfj/eHc6nXg8Hh544AGOPdZ/TeWmTZuYP38+q1atoqDAP7jstddey/vvv88zzzzD1KlTA6+bOXNmYH86evTowGUmKSkpdOnShcGDB7No0SLOPfdctm7dGnS/Dz30UKDfa665hoceeihwsMFsNmMymQL7XafTidPpbJYnt9tNfX09n3/+OV5v0/zW1dUFleuYFj6TJ0/mwQcfPGSbtWvX0rdvXwBuu+02xo8fzy+//ML06dO56qqreO+999A0rc0xTJkyhYkTJwaWq6qqKCoqYsSIEaSlpbW53wN5PB5KSkoYPnx44ChVIvji5deAHTgbru/plFTAqFGjIvZ+iZrnaJM8R4/kOnhOp5OtW7eSkpKC3W4HIFWlsvTSpUG9vrq6mtTU1LDEkmROCmnfZLFYMJvNpKWlYTabOf7445vsgzp37kxlZSVpaWmsX7+eLl26cOKJJ7bYl91ux2q1MmjQoEAMmzdvxufzcdJJJzVp63K5yM3NJS0tDbvdjsPh4IQTTghsLyoqonv37hQWFgbWFRYWUlFRQVpaWsj9KqWorq6mR48e7Nq1K/AZ9//8h+J0OklKSuKMM84IfI8bNRZRrYlp4TNp0iTGjRt3yDY9e/YMPM/OziY7O5sjjzySo446iqKiIr766iuKi4vJz8+nrKysyWsbl/PzDz5gns1mw2azNVtvsVgi8ksmUv22Vw5rOrj3LXdK7hqVz59oeY4VyXP0SK5b5/P50DQNXdfR9X2XsKaYUlp9rWEYeM1eHBZHk9dGS+O1LY3vbbVam8Sh6zpKKXRdDxwVOVicuq6TlJTU5FRQXV0dJpOJ5cuXNztFlJKSEsiZxWJp9r4trWuMJdR+G09faZoW6KOlz38wuq6jaVqL/x6C/fcR08InJyeHnJycNr22MXmN1+cUFxdz55134vF4Ah++pKSEPn36HPQ0l4i8ZFtGk8InP+vImMUihBAdwfHHH8+vv/7KTz/9xJFHBvc7tX///vh8Pnbu3MngwYPDFku4+rVarU0umI6kuLira9myZfztb39j5cqV/PLLL3z88cdcdtllHHHEERQX+y9au/zyy7FarYwfP57Vq1fz2muv8de//rXJaSwRfan2rCbLPQpkDB8hhDgcZ555JmeccQa///3vKSkpYdOmTXzwwQcsXLjwoK858sgjueKKK7jqqqt488032bRpE19//TUzZszg/fffb3Ms4eq3e/fufP/996xbt47y8vKIXswfF4WPw+HgzTff5Oyzz6ZPnz6MHz+e448/ns8++yxwmio9PZ1FixaxadMmBgwYwKRJk5g6dSrXXXddjKNPbOnJTY/oHZff8yAthRBCBOtf//oXJ510EpdddhlHH300t99+e6tHTObNm8dVV13FpEmT6NOnD2PGjOGbb76ha9euhxVLOPq99tpr6dOnDwMHDiQnJ4clS5YcVkyHoqnDGWygA6qqqiI9PT1wEVm4eDweFixYwKhRoxLqPP37/13I5FW3AWA14Jux30X0/Hmi5jnaJM/RI7kOntPpZNOmTfTo0aPZha+tMQyDqqoq0tLSYnKNT6I43Dwf6nsc7P5bvrsiorLSCwLPM3wW+YUihBAipmQvJCIqNz038DxNtX5nhRBCCBFJUviIiMpP3Xdxc5qpUwwjEUIIIaTwERGWbLNhNfyXkWUkdY5xNEKIRCCXrnZc4fjeSuEjIk6pJAAycgbGOBIhREfWePF3sFMXiPjT+L09nAv942quLhGvcoCtHJffO9aBCCE6MJPJREZGBjt37gT8Q6EEO22EYRi43W6cTqfchBFBbc2zUoq6ujp27txJRkZGs1GiQyGFj4i4ewfdw5Kt3/O7o6M/Q7IQIrE0TlHUWPwESylFfX09SUmhzbElQnO4ec7IyDjkNFTBkMJHRNx5fQdyXl85zSWEiDxN0ygoKCA3Nzek0X89Hg+ff/45Z5xxhoyXFEGHk2eLxXJYR3oaSeEjhBCiwzGZTCHtJE0mE16vF7vdLoVPBLWHPMuJTCGEEEIkDCl8hBBCCJEwpPARQgghRMKQa3wO0Dg4UlVVVVj79Xg81NXVUVVVJeePI0jyHB2S5+iRXEeH5Dk6Ipnnxv12a4McSuFzgOrqagCKiopiHIkQQgghQlVdXU16evpBt2tKxvZuwjAMtm/fTmpqaljHcqiqqqKoqIitW7eSlpYWtn5FU5Ln6JA8R4/kOjokz9ERyTwrpaiurqawsPCQgyPKEZ8D6LpOly5dItZ/Wlqa/KOKAslzdEieo0dyHR2S5+iIVJ4PdaSnkVzcLIQQQoiEIYWPEEIIIRKGFD5RYrPZmDZtGjabLdahdGiS5+iQPEeP5Do6JM/R0R7yLBc3CyGEECJhyBEfIYQQQiQMKXyEEEIIkTCk8BFCCCFEwpDCRwghhBAJQwofIYQQQiQMKXzC6IknnqB79+7Y7XZOOeUUvv7660O2/+c//0nfvn2x2+0cd9xxLFiwIEqRxrdQ8rx69Wp+//vf0717dzRNY/bs2dELNM6FkufnnnuOwYMHk5mZSWZmJsOGDWv151/sE0qu33zzTQYOHEhGRgbJycn069ePF198MYrRxq9Qf0c3evXVV9E0jTFjxkQ2wA4ilDzPnz8fTdOaPOx2e2QDVCIsXn31VWW1WtXcuXPV6tWr1bXXXqsyMjJUWVlZi+2XLFmiTCaTmjlzplqzZo266667lMViUatWrYpy5PEl1Dx//fXX6tZbb1WvvPKKys/PV48++mh0A45Toeb58ssvV0888YRasWKFWrt2rRo3bpxKT09Xv/76a5Qjjz+h5vqTTz5Rb775plqzZo3asGGDmj17tjKZTGrhwoVRjjy+hJrnRps2bVKdO3dWgwcPVhdccEF0go1joeZ53rx5Ki0tTe3YsSPwKC0tjWiMUviEycknn6xuvPHGwLLP51OFhYVqxowZLba/+OKL1Xnnnddk3SmnnKKuv/76iMYZ70LN8/66desmhU+QDifPSinl9XpVamqqev755yMVYodxuLlWSqn+/furu+66KxLhdRhtybPX61WDBg1Sf//739XYsWOl8AlCqHmeN2+eSk9Pj1J0fnKqKwzcbjfLly9n2LBhgXW6rjNs2DCWLl3a4muWLl3apD3AyJEjD9petC3PInThyHNdXR0ej4esrKxIhdkhHG6ulVIsXryYdevWccYZZ0Qy1LjW1jzfc8895ObmMn78+GiEGffamueamhq6detGUVERF1xwAatXr45onFL4hEF5eTk+n4+8vLwm6/Py8igtLW3xNaWlpSG1F23LswhdOPJ8xx13UFhY2Ky4F021NdeVlZWkpKRgtVo577zzePzxxxk+fHikw41bbcnzl19+yZw5c3juueeiEWKH0JY89+nTh7lz5/L222/zj3/8A8MwGDRoEL/++mvE4jRHrGchREJ64IEHePXVV/n0008jf5FigkpNTWXlypXU1NSwePFiJk6cSM+ePRkyZEisQ+sQqqurufLKK3nuuefIzs6OdTgdWnFxMcXFxYHlQYMGcdRRR/HMM89w7733RuQ9pfAJg+zsbEwmE2VlZU3Wl5WVkZ+f3+Jr8vPzQ2ov2pZnEbrDyfOsWbN44IEH+Oijjzj++OMjGWaH0NZc67pOr169AOjXrx9r165lxowZUvgcRKh53rhxI5s3b2b06NGBdYZhAGA2m1m3bh1HHHFEZIOOQ+H4HW2xWOjfvz8bNmyIRIiAnOoKC6vVyoABA1i8eHFgnWEYLF68uEklu7/i4uIm7QFKSkoO2l60Lc8idG3N88yZM7n33ntZuHAhAwcOjEaocS9cP9OGYeByuSIRYocQap779u3LqlWrWLlyZeBx/vnnM3ToUFauXElRUVE0w48b4fh59vl8rFq1ioKCgkiFKbezh8urr76qbDabmj9/vlqzZo267rrrVEZGRuC2vCuvvFJNnjw50H7JkiXKbDarWbNmqbVr16pp06bJ7exBCDXPLpdLrVixQq1YsUIVFBSoW2+9Va1YsUKtX78+Vh8hLoSa5wceeEBZrVb1xhtvNLkttbq6OlYfIW6Emuv7779fLVq0SG3cuFGtWbNGzZo1S5nNZvXcc8/F6iPEhVDzfCC5qys4oeZ5+vTp6sMPP1QbN25Uy5cvV5deeqmy2+1q9erVEYtRCp8wevzxx1XXrl2V1WpVJ598svrqq68C284880w1duzYJu1ff/11deSRRyqr1aqOOeYY9f7770c54vgUSp43bdqkgGaPM888M/qBx5lQ8tytW7cW8zxt2rToBx6HQsn1nXfeqXr16qXsdrvKzMxUxcXF6tVXX41B1PEn1N/R+5PCJ3ih5HnChAmBtnl5eWrUqFHqv//9b0Tj05RSKnLHk4QQQggh2g+5xkcIIYQQCUMKHyGEEEIkDCl8hBBCCJEwpPARQgghRMKQwkcIIYQQCUMKHyGEEEIkDCl8hBBCCJEwpPARQgghRMKQwkcIIYQQCUMKHyGEEEIkDHOsA2hvDMNg+/btpKamomlarMMRQgghRBCUUlRXV1NYWIiuH/y4jhQ+B9i+fTtFRUWxDkMIIYQQbbB161a6dOly0O1S+BwgNTUV8CcuLS0tbP16PB4WLVrEiBEjsFgsYetXNCV5jg7Jc/RIrqND8hwdkcxzVVUVRUVFgf34wUjhc4DG01tpaWlhL3wcDgdpaWnyjyqCJM/RIXmOHsl1dEieoyMaeW7tMhW5uFkIIYQQCUMKHyGEEEIkDCl8hBBCCJEw4qrw+fzzzxk9ejSFhYVomsZbb73VZLtSiqlTp1JQUEBSUhLDhg1j/fr1sQk2Ufy0CD59EJSKdSRCCCFEq+Kq8KmtreWEE07giSeeaHH7zJkzeeyxx3j66adZtmwZycnJjBw5EqfTGeVIE4TPC2/+AT69H7b9N9bRCCGEEK2Kq7u6zj33XM4999wWtymlmD17NnfddRcXXHABAC+88AJ5eXm89dZbXHrppdEMNTH8+g04K/3P68pjG4sQQggRhLgqfA5l06ZNlJaWMmzYsMC69PR0TjnlFJYuXXrQwsflcuFyuQLLVVVVgP+WO4/HE7b4GvsKZ5+xpq9byCaLhV8sZs6s3YNqB5+tI+a5PZI8R4/kOjokz9ERyTwH22eHKXxKS0sByMvLa7I+Ly8vsK0lM2bMYPr06c3WL1q0CIfDEd4ggZKSkrD3GSuD177JH/Nz2GE2c+dXH5G0Jfz5aquOlOf2TPIcPZLr6JA8R0ck8lxXVxdUuw5T+LTVlClTmDhxYmC5ceTHESNGhH0Aw5KSEoYPH94xBseq2sGPq0vZYc4HQMuyMGrUqBgH1QHz3E5JnqNHch0dkufoiGSeG8/YtKbDFD75+f4dcFlZGQUFBYH1ZWVl9OvX76Cvs9ls2Gy2ZustFktEfvgj1W/Ubf6ExclJgcVad1W7+lwdJs/tnOQ5eiTX0SF5jo5I5DnY/uLqrq5D6dGjB/n5+SxevDiwrqqqimXLllFcXBzDyDomtX4RH+93KrDGUx3DaIQQQojgxNURn5qaGjZs2BBY3rRpEytXriQrK4uuXbsyYcIE/vKXv9C7d2969OjBn//8ZwoLCxkzZkzsgu6IvG5+/uUzNuVnBlbV+mpjGJAQQggRnLgqfL799luGDh0aWG68Nmfs2LHMnz+f22+/ndraWq677joqKio4/fTTWbhwIXa7PVYhd0xblvKptemqOl99bGIRQgghQhBXhc+QIUNQhxghWNM07rnnHu65554oRpWA9jvNZfcm4TTXU69crbxICCGEiL0Oc42PiJ7tPy3ke7v/gvAB9uMBqMMby5CEEEKIoEjhI0KzdzNfuv3jIjl83eiR1h2Aek0KHyGEEO2fFD4iNOtL+Njhv429X/aZpDtyAKjTjVhGJYQQQgRFCh8Rkj1rF7AsyX+x+P87/jwyUv0jZdfogOGLYWRCCCFE66TwEcHz1LOkfDleTSPJm8Xg7keTnV4IQLWug0vG8hFCCNG+SeEjgrd5CZ/Z/TcC9ko7E4C8dP8Rn2pdx6iviFVkQgghRFCk8BFBq/vxA75ouL7noqPPAaAg1T+IoVfT2FtVFrPYhBBCiGBI4SOCoxRLf/6QOl3H5k3i/KNOASArKQW9YWylnXu3xzJCIYQQolVS+Ijg7N7Il3oNAF2STsGkmwDQdZ1kQwNgT/XOmIUnhBBCBEMKHxEUz7oP+KRhtOZRvUc12eYw/D9Ge2uk8BFCCNG+SeEjgrJszdvsNpuw+Ez8vxPOarLNrvxHfyrr9sQiNCGEECJoUviI1rlq+Kp+IwCFpmNwWG1NNtvxz1ha5a6IdmRCCCFESKTwEa0yfv6UTxz+Yuf07qObbU9qKHxq3VVRjUsIIYQIlRQ+olXfffcGWywWTErj6gHnNttu1/y3uNd5a6IdmhBCCBESKXzEoSnFl7uWAVDgKyIvJb1ZkyRTMgB1Rn1UQxNCCCFCJYWPOLSda1li88/B1a/zqBabOCypANQbzqiFJYQQQrSFFD7ikNaveJ3VNhuagnEDfttiG4fFfxSoDk80QxNCCCFCJoWPOKSPN30IQL43kz45hS22SbX7p62o17xRi0sIIYRoCyl8xME5K/lGKwfgqKwzD9oszZENQJ1mRCUsIYQQoq2k8BEHtWPVeyy3+29jv3jAFQdtl5mcC0CdrqISlxBCCNFWUviIg1r4w2t4NY1cj53TuvU9aLtO6fkA1OiA4YtSdEIIIUTopPARLTK+e52vnWsBONLe/5BtczO7AFCt6/jqKiMemxBCCNFWUviIZio/f5Tbv5zMlw47AKMHXnvI9gWZ/iM+hqZRXrE94vEJIYQQbSWFj9hHKTa8fQvX/vg0H6Ykoys4J+9GRvU96ZAvS7c7sCj/9T1le3+NRqRCCCFEm5hjHYBoJ3wePnn5cu72rGaPzYrdZ+ZP/WZx1Ylnt/pSTdNINqDCBLurSqMQrBBCCNE2UvgIcNcyd/55PG4tx2sykelJ55FznmdglyOC7iLJ0KkwKfbW7IpgoEIIIcThkcInwTmrSrn3pVG84/AAGj28PZlz2T/ISU4NqZ8kpQM+qup2RyROIYQQIhzkGp8Etm3rSq59ZVhD0QODLUP497h/h1z0ADiUBYBq596wxiiEEEKEkxzxSVAff/MaD353D9vtOkmG4rKC67nlnD+1uT87NsBJjacqfEEKIYQQYSaFTwKpclYz58MZfLFzIeutHrDo5HkUt574MOecOPKw+k7S7EAltZ7q8AQrhBBCRIAUPh2cUoqP133Ja1/NYqXaSL2ugRVMSjHAmczk37xI7y5HHvb7JJkcANQbdYfdlxBCCBEpUvh0ULvrKnji06dZsv1NtlvqQQM0jc4eH6fSg98NmsLxR58etvdzmFNAQb3hDFufQgghRLhJ4dNBGMpg+fa1vPvDItbs+ISf1SY8OmABi1KcXgen54zk/HPvwp6SGfb3T7amgQvqcYe9byGEECJcpPCJU0opvt2xlndXf8Sa7Z+w1beZOpPXv1HzP3q53Qzx5nDegD/Ra+BFoEfuJr4UW2ZD4eOJ2HsIIYQQh0sKnzixt76CTzd9x7Ity1lftoRffT/vK3QATJBkGPRzuTjak8SxmQM5c/QdWPIPPqt6OGUkZUMV1OtGVN5PCCGEaIsOWfg88cQTPPTQQ5SWlnLCCSfw+OOPc/LJJ8c6rKBtrSzlow3f8v2WJWyt/IEy3w4qzK6mjUxgNwz6u1wc67bSJ+1YTj7mfDL7ng1pBVGPOT01B8qgVpPCRwghRPvV4Qqf1157jYkTJ/L0009zyimnMHv2bEaOHMm6devIzc2NdXhNVDhr+M/G5azavIRf9qyl1P0rZdpeqky+fY00At+lQo+Xvm43vbwW+qQcxUlH/YbMvsMgs1tM4t9fp9Q8AGplSEwhhBDtWIcrfB555BGuvfZarr76agCefvpp3n//febOncvkyZNjEpPb7eKzb97k2+0L+eLFeezwllGq17LLbKA0bV/Dhu+GphQ9PF6OdPvootLpkdyd47qcRLeep6DnHwvJ2TH5HIeSk9kZgFpdw+NxYbHYYhyREEII8F8Taqh9Xw2lUA1fjcZthoFhGCjDh8/nw2d4MAwfPsOHz+fFZ3jx+Tz4DB+Gz4PX58FQXrxeLz7DjU95A+0Mw9PQ1v/ca3gxDC8+5cXjcfNL2WZGekdisVhiko8OVfi43W6WL1/OlClTAut0XWfYsGEsXbq0xde4XC5crn2nkaqq/CMPezwePJ7wXKi7t3oPEzfcD46GFabGLRpZPh893AaFhoNCczY90nrTr8dp5PYYCBndQNt3CMXX8CBMcYVTVlo+AErT2Fa2mc55PWMSR+P3LFzfO9EyyXP0hCvX/p2e4X/g/+ozvP4dneHF53PjM3x4fV7/zs4w/Dsy1bAjVD4Mnw+fMvD6vChlYBj+PpVh4Gvsu2EH2rjeMAwUjet8/h2tz/C/Xhko5WvS1lD+vhsfhvJhGD6U4cNQvkB7/3P/jtqgoU3DVwPfvu3KF/i8/ueNyw3v61/CpwzcHjcfznsEAwPVsMUXeKYaniuMhocCDK3xucIADPAvafs9h4a2NDz3twUC22jY1mTdfstawzOFFti6f5sm3+v9/p4+sE//suZ/3sJ7Gvv/MR4pNriuvhqT2dR62xAE+2+kQxU+5eXl+Hw+8vLymqzPy8vjxx9/bPE1M2bMYPr06c3WL1q0CIfD0cIr2qanCyxKI8ebTCeVRba5kPykHqSmdcdrSQ608wLflgKla4G1YXv/aLAZCpeusejj98lLD35m90goKSmJ6fsnivaYZ6UUjf95lYFP+b961b5lX+OO2vAGdpKG4Q3sKH0NO1jVuDNtXGbfOoUPpbz71jd8Bf/OFWXsa9fw2Lf7NAIPAx9KMwJL+z/371QNDA1eemEaPs3/uXwa/l408Gn+dzX2W2cAPk3zR7PfcsJpuMM1aFE7UN3W74V2wNfY0pRCB0zKP/GnjkJveL5vXeNzLbBNUxoff7wYqyUprPHU1QU3gG6HKnzaYsqUKUycODGwXFVVRVFRESNGjCAtLS1s7zPcM5ySkhKGDx8es8N7kfboC/+HS9foekQ+Z588KiYxeDyeDp/nWDEMRZ2rnqravVRW7+KrZV9yZN+eeLx1ON11OD21uDx1uDx1uL31uLz1eAwXHsONx+fGq7x4DA9e5cGrvA0PH168+JRB49/iPhTehq8+VMOOXe23U2+6o9+3Y/d/Pey/WPffWYb3D9II0Q7yvA09KRX4yP6dlAqkw7/DatjWsH7/d9UA1L7njccl9qVTa7rbPqBtYxu9cZvm30Hue3+tyVcNLbDdv07z71zR0ANrNHRND6zb91VH1xqWNB0dExoaLqeL5KQUTJrJv10zY2rcrpvQMaHrJkzoaJr/uY7J/1zT0XVzoI2uNbzHfs8b+9Q1MOlm0PzxaroJTdPRNA1d0xpep6NrDZ9Ca3iuafvWazpoOma9IbeNr2vYpuvs61P3tzU1vlY3+T+X3vg5dcxmiz8/ugmTydLQh7khflPDsgWTbkHTdUyaCa0N/9Yi+Tu68YxNazpU4ZOdnY3JZKKsrKzJ+rKyMvLz81t8jc1mw2ZrXuZbLJaI7Dgj1W974DA0dgNVdeUx/4wdOc+NlFK4vAbVTjcV9XXsra+hwllLtbOKuvo91NdVUu+qwOWuxu2uxu2pwe2txeOrw2PU4zVceJULn/LgwY0PLx58eDUfHs3AoyncmsKjKVyahltr4ajBmhCDDvUv8KA6DJ3e8JeqrsDUsBM3NezoG9c37uwbl/3PNbTGv2gbdqwmNHSlNWzXAztf/zb/Gv/Os/F5ww5U09E1E6aGh66ZMWnmhmUzum7GpFnQNRMVe6rIzcnHYrZg1izougWzyYLJZMGsWzHpZiwma2C9ueGrrpuxmK2YdAtmc0NbsxmL3vhaE2Zz43MLuknHZDKh6zom3f9VN+n7dpKmjnv3gsfjYcGCBYwaNarD/+5oDyLxOzrY/jpU4WO1WhkwYACLFy9mzJgxABiGweLFi7nppptiG1wCcCgTYFBRXx7rUNo1r8/LrroqdlTtYUd1Bbuqd7G3Zie1dbupc1VQ767C6anB5avB7avDbTjxKBce3Hg1f3Hi0Xx4dH9h4g51X9S4Nw/KwSsVm6GwKoVVgUX5T+ValIYFHbPSMQe++nfsZkyYMGFu2MGbMft30JoFk+bfCZt0C2bNhMXUsLPWLVhMVsy6GbPJisXk36FbdAtmkxmz2YrFbMWiW7CYLVhMNizmhrYWfzFgtfj7sJitWC3+r2gm0E3+a+h0E+jmpuva0Wkh2SELEV4dqvABmDhxImPHjmXgwIGcfPLJzJ49m9ra2sBdXiJykhoKn+r6vbEOJWo8hoddteX8UraJX3dvYmfFNvbUllJRv5sqz15qfTXUqnqcuHFqPup1H/XBFh37DWUQLJthkKQUdqWwG2BVYEXHqnSsmLBixqKZsWoWLLoNq27FYrJjMyVhNSVhtyRjtyRjs6WQZE3BbkvDYU/FYU8jJSkThyODtOQMrOZkFn64SHbGQoi40+EKn0suuYRdu3YxdepUSktL6devHwsXLmx2wbMIPztWwEOtuzLWoYSF4fNSVr6On7Z+x+ZdP7Gjcgu7nGXs9lawV9Wx2+Sl8lDXgLRSuNgNg1TDINVQpBgGSUrDrjRsmLFjxqZZsGt27CY7DnMSSWZ/MeKwpZBsTyclKY1URybpyZ1IdnTCnpSJbk0BWwpYksFsDXdKAuRuLiFEvOpwhQ/ATTfdJKe2YiBJswO11HqrYx1KSLzOKtZu+JSVm5by8561bHPtYLtey3YzeA485aEBBxzg0JUiwzDI8ClSfRqpykwKNlI0B2nmVNKs6aTaMkhPyiIzJZtOqbnkpBeQmpaNZk8DWxrYUv2nWYQQQkRUhyx8RGwkm/y3Jtb7amMcycHVV5exeOl8vtv+H35172CHVstWs4Zb36/AsUHjdS26UnTyKTK9JjKUjXQtjSxLNtnJnSnI7En33L50zj+CrKx8dGt4b80UQggRflL4iLBxmFMAcBrOGEeyj8/r4otvXmPJT++yzrmetVYPTl331zU2aLzK12YoCjwmclU6udbOFGUeR59up3JU9xPJT09H19vPxa5CCCHaTgofETbJ5lTwQh2u1htHUFnlT8z+57v8WL2KdZYaKhtvwbUD6GR4FT28meTbulKUdSzH9DiDk488iRRb5K6JEUII0T5I4SPCJsWeCTXgJPoXvnq9XuYsfICF2//JBpsBHgKFjsNQ9HI7OMJxLMVHX8SwE0ZgCfNQ6UIIIeJDmwufjRs3Mm/ePDZu3Mhf//pXcnNz+eCDD+jatSvHHHNMOGMUcSItKQtqoF7zRu0969xuHn//fj4p/zfbrAbYwKwUvdxmelmOYGCPUZxz6qUk25Nb70wIIUSH16bC57PPPuPcc8/ltNNO4/PPP+e+++4jNzeX7777jjlz5vDGG2+EO04RBzKSs2EX1OlG640P0+66Wh5ecB9LK96n3GKAFZINg6G+LvR1XMDlV1wr48sIIYRopk3jj0+ePJm//OUvlJSUYLXuuy7irLPO4quvvgpbcCK+ZDfM0F4XwVHtt+zdzZ9euZXRrxTzbu27lFsMMn0+LvN24e2R/+Sese+Rkdw5cgEIIYSIa2064rNq1SpefvnlZutzc3MpL5fpChJVTnohAHW6htPjxm4J78XCU/59P4v3vkq9SYEZ8r1eztd6cNV5j5Ce1xeQgfWEEEIcWpsKn4yMDHbs2EGPHj2arF+xYgWdO8tf24kqt1OXwPPSynK6ZxeGre/7Fz7Ne1WvgAm6uz38ztyTy37zMPa8o8L2HkIIITq+Np2UuPTSS7njjjsoLS1F0zQMw2DJkiXceuutXHXVVeGOUcSJpJRskgz/9T1lu38NW78vfFPCP3c8AcAFtRr/Pv9fXH31Ail6hBBChKxNhc/9999P3759KSoqoqamhqOPPpozzjiDQYMGcdddd4U7RhEvTBZSDQVAedWOsHT56ca1PLHqNrw6DK5zM+2iNzDnyV2DQggh2qZNp7qsVivPPfccU6dOZdWqVdTU1NC/f3969+4d7vhEnHE03NC1t7rssPv6aVcp//fJ1dRZfBztcvPAGQ9hyTnysPsVQgiRuA5rAMOioiKKiorw+XysWrWKvXv3kpmZGa7YRBxyGP6DiJV1uw6rnz11tYx/eyzVlloKvF5mdbuEtGPOD0eIQgghElibTnVNmDCBOXPmAODz+TjzzDM58cQTKSoq4tNPPw1nfCLOOPCPiFzt3NPmPtxeLxe/9j9UWLaTYhg8Yj6SouF3hylCIYQQiaxNhc8bb7zBCSecAMC7777Lzz//zI8//sgtt9zCnXfeGdYARXxJwn8Le42rok2vV0px2T+nUqavxKwUD9ZYOPaSF0GP4OBAQgghEkab9ibl5eXk5/sHq1uwYAEXX3wxRx55JNdccw2rVq0Ka4Aivjj8U55T56lu0+snLHiGn9zvAvDnPbWccdk/wZ4WtviEEEIktjYVPnl5eaxZswafz8fChQsZPnw4AHV1dZhMMvljIkvS7QDU+2pCfu2jX77LJ7ueBOB/9lbyu1FPQLZcMC+EECJ82nRx89VXX83FF19MQUEBmqYxbNgwAJYtW0bfvn3DGqCILw6zfzLQeqM+pNe9tfob5v00DWVSjK6u5Y/HXw99R0UiRCGEEAmsTYXP3XffzbHHHsvWrVu56KKLsNn8pzdMJhOTJ08Oa4AivqRYUsEHTuUM6XUPfHUvyuzhpHond2cMQBsyJTIBCiGESGhtvp39wgsvbLZu7NixhxWMiH+p1gyoByfBz5mllMLQNgMwye3A+vvn5GJmIYQQEdHmwqe2tpbPPvuMLVu24Ha7m2y7+eabDzswEZ/SkjL9hY/mDfo1v1bu8U88CnQZ+RAkZUQoOiGEEImuTYXPihUrGDVqFHV1ddTW1pKVlUV5eTkOh4Pc3FwpfBJYuiMH9kC97gv6Nd/9+hMAWT4f6Z37Ryo0IYQQom13dd1yyy2MHj2avXv3kpSUxFdffcUvv/zCgAEDmDVrVrhjFHGkU1ouALW6Cvo1G3d8D0CB1wfJ2RGJSwghhIA2Fj4rV65k0qRJ6LqOyWTC5XJRVFTEzJkz+b//+79wxyjiSE56AQAuXaPGFdwFzjv2+I/4ZPssoGkRi00IIYRoU+FjsVjQGy4+zc3NZcuWLQCkp6ezdevW8EUn4k5OVufA89KaiqBeU17v/5nJ1pIjEZIQQggR0KZrfPr3788333xD7969OfPMM5k6dSrl5eW8+OKLHHvsseGOUcQRqyOLFMOgRtcprdhJr075rb6mwrMLrJBt6RSFCIUQQiSyNh3xuf/++yko8J/SuO+++8jMzOSGG25g165dPPvss2ENUMQZWyqphgFAeeWOoF5SqfmntyhI7txKSyGEEOLwtOmIz8CBAwPPc3NzWbhwYdgCEnHOZCHFp8AMe6pLW21uGAYVJv9wCN06yfQUQgghIktGiRNh51D+H6vK2p2ttt1auQdnwx1gvbscF9G4hBBCiDYVPmVlZVx55ZUUFhZiNpsxmUxNHiKxJSn/z0B1/e5W2363YyMAnbw+0nPkiI8QQojIatOprnHjxrFlyxb+/Oc/ByYqFaKRAzPgpdZV0Wrbn0p/BKCz1wvpco2PEEKIyGpT4fPll1/yxRdf0K9fvzCHIzoCB1bAS52nqtW22/f4C58cnw6WpAhHJoQQItG16VRXUVERSgU/Mq9ILA7dDkC9r6bVtntqfwEgGyl6hBBCRF6bCp/Zs2czefJkNm/eHOZwREfgMPkHInQada22rfDsAiDbkhnRmIQQQggI4VRXZmZmk2t5amtrOeKII3A4HFgsliZt9+zZE74IRdxJtqSAAqdqfcqKaioBKHAURDosIYQQIvjCZ/bs2REMo3X33Xcf77//PitXrsRqtVJRUdGszZYtW7jhhhv45JNPSElJYezYscyYMQOzuU2XMok2SrGkgRucuA7Zzj+Gj7846pZ1RDRCE0IIkeCCrgjGjh2Lz+dj1qxZvPPOO7jdbs4++2ymTZtGUlLkr89wu91cdNFFFBcXM2fOnGbbfT4f5513Hvn5+fznP/9hx44dXHXVVVgsFu6///6Ixyf2SbNn+gsfzXvIdpv27sLdMIbPEQVHRyM0IYQQCS6ka3zuv/9+/u///o+UlBQ6d+7MX//6V2688cZIxdbE9OnTueWWWzjuuJYHuVu0aBFr1qzhH//4B/369ePcc8/l3nvv5YknnsDtdkclRuGXmeyfc8up+Q7Z7vvSzQBke32kZveKdFhCCCFEaLezv/DCCzz55JNcf/31AHz00Uecd955/P3vfw/M1h4rS5cu5bjjjiMvLy+wbuTIkdxwww2sXr2a/v37t/g6l8uFy7XvlExVlf8WbI/Hg8fjCVt8jX2Fs8/2KiM5G4A6XR3y864t2wBAodeLx5EHYchNIuU5liTP0SO5jg7Jc3REMs/B9hlS4bNlyxZGjRoVWB42bBiaprF9+3a6dOkSWoRhVlpa2qToAQLLpaUHnzNqxowZTJ8+vdn6RYsW4XA4whskUFJSEvY+2xtzhX9yUo8Ob7zzNg6zpcV2P5T+B+xQ6PWx4PNvQQtf8ZwIeW4PJM/RI7mODslzdEQiz3V1rd9JDCEWPl6vF7vd3mSdxWJpc+U2efJkHnzwwUO2Wbt2LX379m1T/8GYMmUKEydODCxXVVVRVFTEiBEjSEtLC9v7eDweSkpKGD58eLO74Doa3/ZCtE9eQ2kaxw06mT7ZLd+x9drL/wIgW9kZdd5vwvLeiZTnWJI8R4/kOjokz9ERyTw3nrFpTUiFj1KKcePGYbPZAuucTif/8z//Q3JycmDdm2++GVR/kyZNYty4cYds07Nnz6D6ys/P5+uvv26yrqysLLDtYGw2W5PP08hisUTkhz9S/bYnlrQcUgxFtUmjvL6SYy1dW2xX5SkDC2Sb0sOek0TIc3sgeY4eyXV0SJ6jIxJ5Dra/kAqfsWPHNlv3//7f/wuliyZycnLIyclp8+v3V1xczH333cfOnTvJzc0F/IfS0tLSOPpouWMoqmxppBkG1SadnVXlB21WTQUABY6DF6ZCCCFEOIVU+MybNy9ScbRqy5Yt7Nmzhy1btuDz+Vi5ciUAvXr1IiUlhREjRnD00Udz5ZVXMnPmTEpLS7nrrru48cYbWzyiIyLIlkaqYQCwt7rl66sMw6DaVA9Al8zu0YpMCCFEgoubkf2mTp3K888/H1huvEvrk08+YciQIZhMJt577z1uuOEGiouLSU5OZuzYsdxzzz2xCjlxmcyk+OseKmt2ttjk5z278DSM4dMr96hoRSaEECLBxU3hM3/+fObPn3/INt26dWPBggXRCUgckkP579Cqrt/d4vbvSjcCkOv14sjuEbW4hBBCJLbYDr4jOqykhpq61rW3xe0/7t4C+G9lJ70oanEJIYRIbFL4iIhIwgpAnaeyxe1b9/iP+BR6vZDWOWpxCSGESGxS+IiIcGj+8Z7qvdUtbt9TswmAPMMEtpSoxSWEECKxSeEjIiLZ5J+41mm0PJJmlds/unOOnhq1mIQQQggpfEREpJj9A1q6VH2L22vUHgDy7LlRi0kIIYSQwkdERIrVP92HC1ezbT6fQa2pFoCi9JZHdRZCCCEiQQofERFp9gwAnFrzedw27CnFqys0peiee2SUIxNCCJHIpPAREZHu6ASAU/c12/Z9qf/C5hyfjyQZtVkIIUQUSeEjIiIrORuAet3AaJi+otG6hjF8Onu9MoaPEEKIqJLCR0RETkYBAD4NKpy1Tbb9UvELAJ29PkjvEvXYhBBCJC4pfEREZKTmYlL+ubi2V1U02VbeMIZPgccHqTIzuxBCiOiRwkdEhJ6UEZihvay26bQV1a7tAOToyaCboh6bEEKIxCWFj4gMW1qg8NlZU9FkU53yT1yaZ+0U7aiEEEIkOCl8RGTY9xU+5TXlgdU+n0Fdwxg+ndPk+h4hhBDRJYWPiAxbGqmG/xqfytrSwOqfdm/HpxvoStE9u3esohNCCJGgpPARkaGbSDY0AKrr9h3xaRzDJ9fnw5bZLSahCSGESFxS+IiIceC/cLnOue/i5sYxfAplDB8hhBAxIIWPiBgHFgDqPBWBdb9U/gpAZ48P0jvHIiwhhBAJTAofETEOzQaA01sdWLezdivQeMRHLm4WQggRXVL4iIhx6EkAOI19IzdXu/yFT74ygT09JnEJIYRIXFL4iIhJNicD4FT1gXX1yn+hc64lMyYxCSGESGxS+IiISbGmAODGBYDH58Op1wDQOUWu7xFCCBF9UviIiEmzZgDgwg3AuvLtGA1j+HTJ6hHDyIQQQiQqKXxExGQ6sgBw6V4AVjWM4ZMnY/gIIYSIESl8RMRkJmcD4NQNDMPgp92/ANDZI2P4CCGEiA0pfETEdErLA8DQYFdtNZsbxvCRW9mFEELEihQ+ImJSkzthVv75unbU7KWsdjsAnb0+KXyEEELEhBQ+ImJ0RyZpDTO0l1Xvpdq9DYBCrw9SC2IZmhBCiAQlhY+IHFsaqQ2Fz87aCpxqJwA5pjQwWWIZmRBCiAQlhY+IHHsaab6GIz61e3GZqgDo4siPZVRCCCESmBQ+InL2O+Lz4861KE1hUoqCzO6xjUsIIUTCksJHRI4tNVD4/FL1IwD5Xh/WTLmVXQghRGxI4SMiRzfhUP4fsb2+LUDDrexpckeXEEKI2JDCR0SUA/9FzC7THkDG8BFCCBFbUviIiHJg9T/R/F86S+EjhBAihuKi8Nm8eTPjx4+nR48eJCUlccQRRzBt2jTcbneTdt9//z2DBw/GbrdTVFTEzJkzYxSxaJRsSmqyLIMXCiGEiCVzrAMIxo8//ohhGDzzzDP06tWLH374gWuvvZba2lpmzZoFQFVVFSNGjGDYsGE8/fTTrFq1imuuuYaMjAyuu+66GH+CxOUvfGoDy/nKBEmZsQtICCFEQouLwuecc87hnHPOCSz37NmTdevW8dRTTwUKn5deegm3283cuXOxWq0cc8wxrFy5kkceeUQKnxhKtqQC5YHlAnseaFrsAhJCCJHQ4qLwaUllZSVZWVmB5aVLl3LGGWdgtVoD60aOHMmDDz7I3r17ycxs+SiDy+XC5XIFlquq/IPseTwePB5P2OJt7CucfcaDVEsq+PzPzUqRl9Y5ojlI1DxHm+Q5eiTX0SF5jo5I5jnYPuOy8NmwYQOPP/544GgPQGlpKT169GjSLi8vL7DtYIXPjBkzmD59erP1ixYtwuFwhDFqv5KSkrD32Z5ZKuoh1f88z+tjez18t2BBxN830fIcK5Ln6JFcR4fkOToikee6urqg2sW08Jk8eTIPPvjgIdusXbuWvn37Bpa3bdvGOeecw0UXXcS111572DFMmTKFiRMnBparqqooKipixIgRpKWlHXb/jTweDyUlJQwfPhyLJXHmqdr20XLYuR6ALl4vRccW0/n0URF7v0TNc7RJnqNHch0dkufoiGSeG8/YtCamhc+kSZMYN27cIdv07Nkz8Hz79u0MHTqUQYMG8eyzzzZpl5+fT1lZWZN1jcv5+QefG8pms2Gz2Zqtt1gsEfnhj1S/7VV2ej745yal0OvFlNkNUxQ+f6LlOVYkz9EjuY4OyXN0RCLPwfYX08InJyeHnJycoNpu27aNoUOHMmDAAObNm4euN70Tv7i4mDvvvBOPxxP48CUlJfTp0+egp7lE5KWkZGMzDFy6LoMXCiGEiLm4GMdn27ZtDBkyhK5duzJr1ix27dpFaWkppaWlgTaXX345VquV8ePHs3r1al577TX++te/NjmNJWLAlkaqoQAZvFAIIUTsxcXFzSUlJWzYsIENGzbQpUvTHadS/p1qeno6ixYt4sYbb2TAgAFkZ2czdepUuZU91uzpFHi9lJtN9HR7Ia0w1hEJIYRIYHFR+IwbN67Va4EAjj/+eL744ovIBySCZ0/jgV272Wi1cIw1C8zNr6cSQgghoiUuCh8Rx2xpdPV66er1QudjYh2NEEKIBBcX1/iIOGbfb0gAub5HCCFEjEnhIyLLmkpganYpfIQQQsSYFD4isnQdbA1DN0vhI4QQIsak8BGRZ2s43SWFjxBCiBiTwkdEXtdTwZIMnQfEOhIhhBAJTu7qEpH3+7+Dpx6s4Z/0VQghhAiFHPERkadpUvQIIYRoF6TwEUIIIUTCkMJHCCGEEAlDCh8hhBBCJAwpfIQQQgiRMOSurgM0zvZeVVUV1n49Hg91dXVUVVVhsVjC2rfYR/IcHZLn6JFcR4fkOToimefG/XbjfvxgpPA5QHV1NQBFRUUxjkQIIYQQoaquriY9Pf2g2zXVWmmUYAzDYPv27aSmpqJpWtj6raqqoqioiK1bt5KWltb6C0SbSJ6jQ/IcPZLr6JA8R0ck86yUorq6msLCQnT94FfyyBGfA+i6TpcukZtaIS0tTf5RRYHkOTokz9EjuY4OyXN0RCrPhzrS00gubhZCCCFEwpDCRwghhBAJQwqfKLHZbEybNg2bzRbrUDo0yXN0SJ6jR3IdHZLn6GgPeZaLm4UQQgiRMOSIjxBCCCEShhQ+QgghhEgYUvgIIYQQImFI4SOEEEKIhCGFTxg98cQTdO/eHbvdzimnnMLXX399yPb//Oc/6du3L3a7neOOO44FCxZEKdL4FkqeV69eze9//3u6d++OpmnMnj07eoHGuVDy/NxzzzF48GAyMzPJzMxk2LBhrf78i31CyfWbb77JwIEDycjIIDk5mX79+vHiiy9GMdr4Ferv6EavvvoqmqYxZsyYyAbYQYSS5/nz56NpWpOH3W6PbIBKhMWrr76qrFarmjt3rlq9erW69tprVUZGhiorK2ux/ZIlS5TJZFIzZ85Ua9asUXfddZeyWCxq1apVUY48voSa56+//lrdeuut6pVXXlH5+fnq0UcfjW7AcSrUPF9++eXqiSeeUCtWrFBr165V48aNU+np6erXX3+NcuTxJ9Rcf/LJJ+rNN99Ua9asURs2bFCzZ89WJpNJLVy4MMqRx5dQ89xo06ZNqnPnzmrw4MHqggsuiE6wcSzUPM+bN0+lpaWpHTt2BB6lpaURjVEKnzA5+eST1Y033hhY9vl8qrCwUM2YMaPF9hdffLE677zzmqw75ZRT1PXXXx/ROONdqHneX7du3aTwCdLh5Fkppbxer0pNTVXPP/98pELsMA4310op1b9/f3XXXXdFIrwOoy159nq9atCgQervf/+7Gjt2rBQ+QQg1z/PmzVPp6elRis5PTnWFgdvtZvny5QwbNiywTtd1hg0bxtKlS1t8zdKlS5u0Bxg5cuRB24u25VmELhx5rqurw+PxkJWVFakwO4TDzbVSisWLF7Nu3TrOOOOMSIYa19qa53vuuYfc3FzGjx8fjTDjXlvzXFNTQ7du3SgqKuKCCy5g9erVEY1TCp8wKC8vx+fzkZeX12R9Xl4epaWlLb6mtLQ0pPaibXkWoQtHnu+44w4KCwubFfeiqbbmurKykpSUFKxWK+eddx6PP/44w4cPj3S4castef7yyy+ZM2cOzz33XDRC7BDakuc+ffowd+5c3n77bf7xj39gGAaDBg3i119/jVicMju7ECKsHnjgAV599VU+/fTTyF+kmKBSU1NZuXIlNTU1LF68mIkTJ9KzZ0+GDBkS69A6hOrqaq688kqee+45srOzYx1Oh1ZcXExxcXFgedCgQRx11FE888wz3HvvvRF5Tyl8wiA7OxuTyURZWVmT9WVlZeTn57f4mvz8/JDai7blWYTucPI8a9YsHnjgAT766COOP/74SIbZIbQ117qu06tXLwD69evH2rVrmTFjhhQ+BxFqnjdu3MjmzZsZPXp0YJ1hGACYzWbWrVvHEUccEdmg41A4fkdbLBb69+/Phg0bIhEiIKe6wsJqtTJgwAAWL14cWGcYBosXL25Sye6vuLi4SXuAkpKSg7YXbcuzCF1b8zxz5kzuvfdeFi5cyMCBA6MRatwL18+0YRi4XK5IhNghhJrnvn37smrVKlauXBl4nH/++QwdOpSVK1dSVFQUzfDjRjh+nn0+H6tWraKgoCBSYcrt7OHy6quvKpvNpubPn6/WrFmjrrvuOpWRkRG4Le/KK69UkydPDrRfsmSJMpvNatasWWrt2rVq2rRpcjt7EELNs8vlUitWrFArVqxQBQUF6tZbb1UrVqxQ69evj9VHiAuh5vmBBx5QVqtVvfHGG01uS62uro7VR4gboeb6/vvvV4sWLVIbN25Ua9asUbNmzVJms1k999xzsfoIcSHUPB9I7uoKTqh5nj59uvrwww/Vxo0b1fLly9Wll16q7Ha7Wr16dcRilMInjB5//HHVtWtXZbVa1cknn6y++uqrwLYzzzxTjR07tkn7119/XR155JHKarWqY445Rr3//vtRjjg+hZLnTZs2KaDZ48wzz4x+4HEmlDx369atxTxPmzYt+oHHoVByfeedd6pevXopu92uMjMzVXFxsXr11VdjEHX8CfV39P6k8AleKHmeMGFCoG1eXp4aNWqU+u9//xvR+DSllIrc8SQhhBBCiPZDrvERQgghRMKQwkcIIYQQCUMKHyGEEEIkDCl8hBBCCJEwpPARQgghRMKQwkcIIYQQCUMKHyGEEEIkDCl8hBBCCJEwpPARQgghRMKQwkcIEXHjxo1D07Rmj0jOwCyEEC0xxzoAIURiOOecc5g3b16TdTk5OU2W3W43Vqs1mmEJIRKMHPERQkSFzWYjPz+/yePss8/mpptuYsKECWRnZzNy5EgAfvjhB84991xSUlLIy8vjyiuvpLy8PNBXbW0tV111FSkpKRQUFPDwww8zZMgQJkyYEGijaRpvvfVWkxgyMjKYP39+YHnr1q1cfPHFZGRkkJWVxQUXXMDmzZsD28eNG8eYMWOYNWsWBQUFdOrUiRtvvBGPxxNo43K5uOOOOygqKsJms9GrVy/mzJmDUopevXoxa9asJjGsXLlSjnYJEUNS+AghYur555/HarWyZMkSnn76aSoqKjjrrLPo378/3377LQsXLqSsrIyLL7448JrbbruNzz77jLfffptFixbx6aef8t///jek9/V4PIwcOZLU1FS++OILlixZQkpKCueccw5utzvQ7pNPPmHjxo188sknPP/888yfP79J8XTVVVfxyiuv8Nhjj7F27VqeeeYZUlJS0DSNa665ptlRrnnz5nHGGWfQq1evtiVMCHF4Ijr3uxBCKKXGjh2rTCaTSk5ODjwuvPBCdeaZZ6r+/fs3aXvvvfeqESNGNFm3detWBah169ap6upqZbVa1euvvx7Yvnv3bpWUlKT+93//N7AOUP/+97+b9JOenq7mzZunlFLqxRdfVH369FGGYQS2u1wulZSUpD788MNA3N26dVNerzfQ5qKLLlKXXHKJUkqpdevWKUCVlJS0+Lm3bdumTCaTWrZsmVJKKbfbrbKzs9X8+fODyJoQIhLkGh8hRFQMHTqUp556KrCcnJzMZZddxoABA5q0++677/jkk09ISUlp1sfGjRupr6/H7XZzyimnBNZnZWXRp0+fkOL57rvv2LBhA6mpqU3WO51ONm7cGFg+5phjMJlMgeWCggJWrVoF+E9bmUwmzjzzzBbfo7CwkPPOO4+5c+dy8skn8+677+JyubjoootCilUIET5S+AghoiI5ObnF0zvJyclNlmtqahg9ejQPPvhgs7YFBQVBXxujaRpKqSbr9r82p6amhgEDBvDSSy81e+3+F11bLJZm/RqGAUBSUlKrcfzhD3/gyiuv5NFHH2XevHlccsklOByOoD6DECL8pPARQrQrJ554Iv/617/o3r07ZnPzX1FHHHEEFouFZcuW0bVrVwD27t3LTz/91OTIS05ODjt27Agsr1+/nrq6uibv89prr5Gbm0taWlqbYj3uuOMwDIPPPvuMYcOGtdhm1KhRJCcn89RTT7Fw4UI+//zzNr2XECI85OJmIUS7cuONN7Jnzx4uu+wyvvnmGzZu3MiHH37I1Vdfjc/nIyUlhfHjx3Pbbbfx8ccf88MPPzBu3Dh0vemvs7POOou//e1vrFixgm+//Zb/+Z//aXL05oorriA7O5sLLriAL774gk2bNvHpp59y88038+uvvwYVa/fu3Rk7dizXXHMNb731VqCP119/PdDGZDIxbtw4pkyZQu/evSkuLg5PooQQbSKFjxCiXSksLGTJkiX4fD5GjBjBcccdx4QJE8jIyAgUNw899BCDBw9m9OjRDBs2jNNPP73ZtUIPP/wwRUVFDB48mMsvv5xbb721ySkmh8PB559/TteuXfnd737HUUcdxfjx43E6nSEdAXrqqae48MIL+eMf/0jfvn259tprqa2tbdJm/PjxuN1urr766sPIjBAiHDR14ElwIYSIQ0OGDKFfv37Mnj071qE088UXX3D22WezdetW8vLyYh2OEAlNrvERQogIcblc7Nq1i7vvvpuLLrpIih4h2gE51SWEEBHyyiuv0K1bNyoqKpg5c2aswxFCIKe6hBBCCJFA5IiPEEIIIRKGFD5CCCGESBhS+AghhBAiYUjhI4QQQoiEIYWPEEIIIRKGFD5CCCGESBhS+AghhBAiYUjhI4QQQoiE8f8BpgWLoW1nA20AAAAASUVORK5CYII=", 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", 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" ] @@ -174,42 +294,38 @@ "ax1 = fig.add_subplot(211)\n", "ax2 = fig.add_subplot(212, sharex=ax1)\n", "\n", - "proper_sampling_spectrum = np.fft.rfft(signal(proper_sampling))\n", - "interval_sampling_spectrum = np.fft.rfft(signal(interval_priority_sampling))\n", - "increment_sampling_spectrum = np.fft.rfft(signal(increment_priority_sampling))\n", - "ax1.plot(np.fft.rfftfreq(len(proper_sampling)), proper_sampling_spectrum.real, label='Original')\n", - "ax1.plot(np.fft.rfftfreq(len(interval_priority_sampling)), interval_sampling_spectrum.real, label='Interval')\n", - "ax1.plot(np.fft.rfftfreq(len(increment_priority_sampling)), increment_sampling_spectrum.real, label='Increment')\n", - "ax2.plot(np.fft.rfftfreq(len(proper_sampling)), proper_sampling_spectrum.imag)\n", - "ax2.plot(np.fft.rfftfreq(len(interval_priority_sampling)), interval_sampling_spectrum.imag)\n", - "ax2.plot(np.fft.rfftfreq(len(increment_priority_sampling)), increment_sampling_spectrum.imag)\n", + "for label in spectra:\n", + " ax1.plot(fft_freq[label], 2 / n_samples * np.abs(spectra[label]), label=label)\n", + " ax2.plot(fft_freq[label], np.angle(spectra[label]))\n", "\n", "ax1.grid()\n", "ax2.grid()\n", "ax1.set_ylabel('Amplitude')\n", - "ax2.set_ylabel('Phase')\n", - "ax2.set_xlabel('Frequency')\n", - "ax1.legend()" + "ax2.set_ylabel('Phase (rad)')\n", + "ax2.set_xlabel('Frequency (Hz)')\n", + "ax1.legend()\n", + "ax1.semilogy()\n", + "ax1.set_ylim(1e-6)" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Text(0.5, 0, 'Frequency')" + "Text(0.5, 0, 'Frequency (Hz)')" ] }, - "execution_count": 8, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -223,19 +339,16 @@ "ax1 = fig.add_subplot(211)\n", "ax2 = fig.add_subplot(212, sharex=ax1)\n", "\n", - "ax1.plot(np.fft.rfftfreq(len(proper_sampling)), proper_sampling_spectrum.real - proper_sampling_spectrum.real, label='Original')\n", - "ax1.plot(np.fft.rfftfreq(len(interval_priority_sampling)), interval_sampling_spectrum.real - proper_sampling_spectrum.real, label='Interval')\n", - "ax1.plot(np.fft.rfftfreq(len(increment_priority_sampling)), increment_sampling_spectrum.real - proper_sampling_spectrum.real, label='Increment')\n", - "ax2.plot(np.fft.rfftfreq(len(proper_sampling)), proper_sampling_spectrum.imag - proper_sampling_spectrum.imag)\n", - "ax2.plot(np.fft.rfftfreq(len(interval_priority_sampling)), interval_sampling_spectrum.imag - proper_sampling_spectrum.imag)\n", - "ax2.plot(np.fft.rfftfreq(len(increment_priority_sampling)), increment_sampling_spectrum.imag - proper_sampling_spectrum.imag)\n", + "for label in spectra:\n", + " ax1.plot(fft_freq[label], 2 / n_samples * (np.abs(spectra[label]) - np.abs(reference_spectrum)), label=label)\n", + " ax2.plot(fft_freq[label], np.angle(spectra[label]) - np.angle(reference_spectrum))\n", "\n", "ax1.grid()\n", "ax2.grid()\n", "ax1.legend()\n", "ax1.set_ylabel('Amplitude Difference')\n", - "ax2.set_ylabel('Phase Difference')\n", - "ax2.set_xlabel('Frequency')" + "ax2.set_ylabel('Phase Difference (rad)')\n", + "ax2.set_xlabel('Frequency (Hz)')" ] }, {