From 3c8c071d8da14a16e3a93f20b0df3b6d6ac3f22c Mon Sep 17 00:00:00 2001 From: Gao Date: Mon, 7 Aug 2023 14:43:56 +0200 Subject: [PATCH] regular backup --- AccordionLattice.ipynb | 1556 ++++++++++++++++++++++------------------ 1 file changed, 876 insertions(+), 680 deletions(-) diff --git a/AccordionLattice.ipynb b/AccordionLattice.ipynb index e46e873..5c34ccb 100644 --- a/AccordionLattice.ipynb +++ b/AccordionLattice.ipynb @@ -68,11 +68,7 @@ "
\n", "
\n", "

Client

\n", -<<<<<<< HEAD - "

Client-2c2886f9-32d5-11ee-bbd8-80e82ce2fa8e

\n", -======= - "

Client-ec6398b9-3081-11ee-8bf4-80e82ce2fa8e

\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "

Client-96d8b24a-350f-11ee-b2e8-80e82ce2fa8e

\n", " \n", "\n", " \n", @@ -103,11 +99,7 @@ " \n", "
\n", "

LocalCluster

\n", -<<<<<<< HEAD - "

7a54fcd3

\n", -======= - "

4ce5b94f

\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "

5c0f0cab

\n", "
\n", " \n", "
\n", @@ -144,19 +136,11 @@ "
\n", "
\n", "

Scheduler

\n", -<<<<<<< HEAD - "

Scheduler-4dd23fc4-be52-43fe-a3c3-4802764b384a

\n", + "

Scheduler-3d7919f2-9d5a-4c3c-ad32-da552b0908f2

\n", " \n", " \n", "
\n", - " Comm: tcp://127.0.0.1:57225\n", -======= - "

Scheduler-2d9a562e-40d2-429e-8c28-884f969028f1

\n", - " \n", - " \n", - " \n", "
\n", - " Comm: tcp://127.0.0.1:54459\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Comm: tcp://127.0.0.1:59147\n", " \n", " Workers: 6\n", @@ -198,11 +182,7 @@ " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -259,11 +227,7 @@ "
\n", -<<<<<<< HEAD - " Comm: tcp://127.0.0.1:57251\n", -======= - " Comm: tcp://127.0.0.1:54486\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Comm: tcp://127.0.0.1:59186\n", " \n", " Total threads: 10\n", @@ -210,11 +190,7 @@ "
\n", -<<<<<<< HEAD - " Dashboard: http://127.0.0.1:57254/status\n", -======= - " Dashboard: http://127.0.0.1:54488/status\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Dashboard: http://127.0.0.1:59188/status\n", " \n", " Memory: 9.31 GiB\n", @@ -222,21 +198,13 @@ "
\n", -<<<<<<< HEAD - " Nanny: tcp://127.0.0.1:57228\n", -======= - " Nanny: tcp://127.0.0.1:54462\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Nanny: tcp://127.0.0.1:59150\n", "
\n", -<<<<<<< HEAD - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-_6r7doem\n", -======= - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-2_6ukeb3\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-d4jh3llm\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -320,11 +272,7 @@ "
\n", -<<<<<<< HEAD - " Comm: tcp://127.0.0.1:57265\n", -======= - " Comm: tcp://127.0.0.1:54487\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Comm: tcp://127.0.0.1:59174\n", " \n", " Total threads: 10\n", @@ -271,11 +235,7 @@ "
\n", -<<<<<<< HEAD - " Dashboard: http://127.0.0.1:57266/status\n", -======= - " Dashboard: http://127.0.0.1:54489/status\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Dashboard: http://127.0.0.1:59175/status\n", " \n", " Memory: 9.31 GiB\n", @@ -283,21 +243,13 @@ "
\n", -<<<<<<< HEAD - " Nanny: tcp://127.0.0.1:57229\n", -======= - " Nanny: tcp://127.0.0.1:54463\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Nanny: tcp://127.0.0.1:59151\n", "
\n", -<<<<<<< HEAD - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-hh3s2bge\n", -======= - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-9_dt1qef\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-7n_jzyyb\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -381,11 +317,7 @@ "
\n", -<<<<<<< HEAD - " Comm: tcp://127.0.0.1:57260\n", -======= - " Comm: tcp://127.0.0.1:54499\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Comm: tcp://127.0.0.1:59183\n", " \n", " Total threads: 10\n", @@ -332,11 +280,7 @@ "
\n", -<<<<<<< HEAD - " Dashboard: http://127.0.0.1:57261/status\n", -======= - " Dashboard: http://127.0.0.1:54500/status\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Dashboard: http://127.0.0.1:59184/status\n", " \n", " Memory: 9.31 GiB\n", @@ -344,21 +288,13 @@ "
\n", -<<<<<<< HEAD - " Nanny: tcp://127.0.0.1:57230\n", -======= - " Nanny: tcp://127.0.0.1:54464\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Nanny: tcp://127.0.0.1:59152\n", "
\n", -<<<<<<< HEAD - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-gmfcid6o\n", -======= - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-hz73j2wk\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-6lgabcpn\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -442,11 +362,7 @@ "
\n", -<<<<<<< HEAD - " Comm: tcp://127.0.0.1:57256\n", -======= - " Comm: tcp://127.0.0.1:54492\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Comm: tcp://127.0.0.1:59178\n", " \n", " Total threads: 10\n", @@ -393,11 +325,7 @@ "
\n", -<<<<<<< HEAD - " Dashboard: http://127.0.0.1:57257/status\n", -======= - " Dashboard: http://127.0.0.1:54494/status\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Dashboard: http://127.0.0.1:59181/status\n", " \n", " Memory: 9.31 GiB\n", @@ -405,21 +333,13 @@ "
\n", -<<<<<<< HEAD - " Nanny: tcp://127.0.0.1:57231\n", -======= - " Nanny: tcp://127.0.0.1:54465\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Nanny: tcp://127.0.0.1:59153\n", "
\n", -<<<<<<< HEAD - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-sa5yn8q1\n", -======= - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-mw_4y2aj\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-9839jr0d\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -503,11 +407,7 @@ "
\n", -<<<<<<< HEAD - " Comm: tcp://127.0.0.1:57259\n", -======= - " Comm: tcp://127.0.0.1:54493\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Comm: tcp://127.0.0.1:59187\n", " \n", " Total threads: 10\n", @@ -454,11 +370,7 @@ "
\n", -<<<<<<< HEAD - " Dashboard: http://127.0.0.1:57262/status\n", -======= - " Dashboard: http://127.0.0.1:54496/status\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Dashboard: http://127.0.0.1:59190/status\n", " \n", " Memory: 9.31 GiB\n", @@ -466,21 +378,13 @@ "
\n", -<<<<<<< HEAD - " Nanny: tcp://127.0.0.1:57232\n", -======= - " Nanny: tcp://127.0.0.1:54466\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Nanny: tcp://127.0.0.1:59154\n", "
\n", -<<<<<<< HEAD - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-mww3p8n5\n", -======= - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-31bidd3h\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-_dcfvi3p\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -568,11 +456,7 @@ "" ], "text/plain": [ -<<<<<<< HEAD - "" -======= - "" ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "" ] }, "execution_count": 2, @@ -590,11 +474,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ -<<<<<<< HEAD "# Load Data" -======= - "# Data analyse" ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 ] }, { @@ -606,11 +486,7 @@ }, { "cell_type": "code", -<<<<<<< HEAD "execution_count": 3, -======= - "execution_count": 43, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 "metadata": {}, "outputs": [ { @@ -982,11 +858,7 @@ "
<xarray.DataArray 'CH1' (x: 1200)>\n",
        "array([0.59 , 0.648, 0.62 , ..., 0.612, 0.576, 0.638])\n",
        "Coordinates:\n",
-<<<<<<< HEAD
-       "  * x        (x) float64 0.0 0.002 0.004 0.006 0.008 ... 2.392 2.394 2.396 2.398
" ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " dtype='float64', name='x', length=1200))
  • " ], "text/plain": [ "\n", @@ -1008,11 +876,7 @@ " * x (x) float64 0.0 0.002 0.004 0.006 0.008 ... 2.392 2.394 2.396 2.398" ] }, -<<<<<<< HEAD "execution_count": 3, -======= - "execution_count": 43, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 "metadata": {}, "output_type": "execute_result" } @@ -1033,11 +897,7 @@ }, { "cell_type": "code", -<<<<<<< HEAD "execution_count": 4, -======= - "execution_count": 44, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 "metadata": {}, "outputs": [ { @@ -1058,12 +918,49 @@ }, { "cell_type": "code", -<<<<<<< HEAD "execution_count": 5, "metadata": {}, "outputs": [], -======= - "execution_count": 45, + "source": [ + "dataWithModulationFFT = fft(dataWithModulation)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure()\n", + "ax = fig.gca()\n", + "\n", + "abs(dataWithModulationFFT).plot.errorbar(ax=ax, x='freq_x')\n", + "ax.set_xlim([0.5, 50])\n", + "ax.set_ylim([0, 0.25])\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Without Modulation" + ] + }, + { + "cell_type": "code", + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -1432,53 +1329,85 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.DataArray (freq_x: 1200)>\n",
    -       "array([0.000488  , 0.00151406, 0.00056002, ..., 0.00175156, 0.00056002,\n",
    -       "       0.00151406])\n",
    +       "
    <xarray.DataArray 'CH1' (x: 1200)>\n",
    +       "array([0.59 , 0.74 , 0.75 , ..., 0.744, 0.738, 0.586])\n",
            "Coordinates:\n",
    -       "  * freq_x   (freq_x) float64 -250.0 -249.6 -249.2 -248.8 ... 248.8 249.2 249.6
  • " ], "text/plain": [ - "\n", - "array([0.000488 , 0.00151406, 0.00056002, ..., 0.00175156, 0.00056002,\n", - " 0.00151406])\n", + "\n", + "array([0.59 , 0.74 , 0.75 , ..., 0.744, 0.738, 0.586])\n", "Coordinates:\n", - " * freq_x (freq_x) float64 -250.0 -249.6 -249.2 -248.8 ... 248.8 249.2 249.6" + " * x (x) float64 0.0 0.002 0.004 0.006 0.008 ... 2.392 2.394 2.396 2.398" ] }, - "execution_count": 45, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 "source": [ - "dataWithModulationFFT = fft(dataWithModulation)" + "filePath = r'F:\\Jianshun\\AccordionLatticeShorTermStability\\withoutModulation.csv'\n", + "\n", + "data = read_csv_file(filePath, csvEngine='pandas', csvKwargs=dict(header=[0], skiprows=[1], encoding = \"ISO-8859-1\",))\n", + "dataWithoutModulation = xr.DataArray(\n", + " data=data.CH1[0,:],\n", + " dims=['x'],\n", + " coords=dict(\n", + " x=data.X[0,:].to_numpy() * 2e-3\n", + " )\n", + ")\n", + "dataWithoutModulation" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 6, -======= - "execution_count": 62, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dataWithoutModulation.plot.errorbar(fmt='o-')\n", + "plt.xlim([0, 0.15])\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "dataWithoutModulationFFT = fft(dataWithoutModulation)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", "text/plain": [ "
    " ] @@ -1491,9 +1420,9 @@ "fig = plt.figure()\n", "ax = fig.gca()\n", "\n", - "abs(dataWithModulationFFT).plot.errorbar(ax=ax, x='freq_x')\n", - "ax.set_xlim([0.5, 50])\n", - "ax.set_ylim([0, 0.25])\n", + "abs(dataWithoutModulationFFT).plot.errorbar(ax=ax, x='freq_x')\n", + "ax.set_xlim([0.5, 250])\n", + "ax.set_ylim([0, 0.05])\n", "plt.show()" ] }, @@ -1501,16 +1430,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Without Modulation" + "## Dark" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 7, -======= - "execution_count": 63, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -1880,13 +1805,9 @@ " fill: currentColor;\n", "}\n", "
    <xarray.DataArray 'CH1' (x: 1200)>\n",
    -       "array([0.59 , 0.74 , 0.75 , ..., 0.744, 0.738, 0.586])\n",
    +       "array([-0.0376, -0.0336, -0.0328, ..., -0.0328, -0.0336, -0.0388])\n",
            "Coordinates:\n",
    -<<<<<<< HEAD
    -       "  * x        (x) float64 0.0 0.002 0.004 0.006 0.008 ... 2.392 2.394 2.396 2.398
    " ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " dtype='float64', name='x', length=1200))
  • " ], "text/plain": [ "\n", - "array([0.59 , 0.74 , 0.75 , ..., 0.744, 0.738, 0.586])\n", + "array([-0.0376, -0.0336, -0.0328, ..., -0.0328, -0.0336, -0.0388])\n", "Coordinates:\n", " * x (x) float64 0.0 0.002 0.004 0.006 0.008 ... 2.392 2.394 2.396 2.398" ] }, -<<<<<<< HEAD - "execution_count": 7, -======= - "execution_count": 63, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "filePath = r'F:\\Jianshun\\AccordionLatticeShorTermStability\\withoutModulation.csv'\n", + "filePath = r'F:\\Jianshun\\AccordionLatticeShorTermStability\\dark.csv'\n", "\n", "data = read_csv_file(filePath, csvEngine='pandas', csvKwargs=dict(header=[0], skiprows=[1], encoding = \"ISO-8859-1\",))\n", - "dataWithoutModulation = xr.DataArray(\n", + "dataDark = xr.DataArray(\n", " data=data.CH1[0,:],\n", " dims=['x'],\n", " coords=dict(\n", " x=data.X[0,:].to_numpy() * 2e-3\n", " )\n", ")\n", - "dataWithoutModulation" + "dataDark" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 96, -======= - "execution_count": 64, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { -<<<<<<< HEAD - "image/png": 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", -======= - "image/png": 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", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "image/png": 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", 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    " ] @@ -1956,40 +1861,27 @@ } ], "source": [ -<<<<<<< HEAD - "dataWithoutModulation.plot.errorbar(fmt='o-')\n", - "plt.xlim([0, 0.15])\n", -======= - "dataWithoutModulation.plot.errorbar()\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "dataDark.plot.errorbar()\n", "plt.show()" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 9, -======= - "execution_count": 65, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ - "dataWithoutModulationFFT = fft(dataWithoutModulation)" + "dataDarkFFT = fft(dataDark)" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 10, -======= - "execution_count": 70, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
    " ] @@ -2002,7 +1894,7 @@ "fig = plt.figure()\n", "ax = fig.gca()\n", "\n", - "abs(dataWithoutModulationFFT).plot.errorbar(ax=ax, x='freq_x')\n", + "abs(dataDarkFFT).plot.errorbar(ax=ax, x='freq_x')\n", "ax.set_xlim([0.5, 250])\n", "ax.set_ylim([0, 0.05])\n", "plt.show()" @@ -2012,16 +1904,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Dark" + "## Only One Beam" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 11, -======= - "execution_count": 71, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -2391,13 +2279,9 @@ " fill: currentColor;\n", "}\n", "
    <xarray.DataArray 'CH1' (x: 1200)>\n",
    -       "array([-0.0376, -0.0336, -0.0328, ..., -0.0328, -0.0336, -0.0388])\n",
    +       "array([0.229, 0.242, 0.241, ..., 0.225, 0.225, 0.235])\n",
            "Coordinates:\n",
    -<<<<<<< HEAD
    -       "  * x        (x) float64 0.0 0.002 0.004 0.006 0.008 ... 2.392 2.394 2.396 2.398
    " ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " dtype='float64', name='x', length=1200))
  • " ], "text/plain": [ "\n", - "array([-0.0376, -0.0336, -0.0328, ..., -0.0328, -0.0336, -0.0388])\n", + "array([0.229, 0.242, 0.241, ..., 0.225, 0.225, 0.235])\n", "Coordinates:\n", " * x (x) float64 0.0 0.002 0.004 0.006 0.008 ... 2.392 2.394 2.396 2.398" ] }, -<<<<<<< HEAD - "execution_count": 11, -======= - "execution_count": 71, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "filePath = r'F:\\Jianshun\\AccordionLatticeShorTermStability\\dark.csv'\n", + "filePath = r'F:\\Jianshun\\AccordionLatticeShorTermStability\\onlyOneBeam.csv'\n", "\n", "data = read_csv_file(filePath, csvEngine='pandas', csvKwargs=dict(header=[0], skiprows=[1], encoding = \"ISO-8859-1\",))\n", - "dataDark = xr.DataArray(\n", + "dataOnlyOneBeam = xr.DataArray(\n", " data=data.CH1[0,:],\n", " dims=['x'],\n", " coords=dict(\n", " x=data.X[0,:].to_numpy() * 2e-3\n", " )\n", ")\n", - "dataDark" + "dataOnlyOneBeam" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 12, -======= - "execution_count": 72, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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    " ] @@ -2463,35 +2335,27 @@ } ], "source": [ - "dataDark.plot.errorbar()\n", + "dataOnlyOneBeam.plot.errorbar()\n", "plt.show()" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 13, -======= - "execution_count": 73, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ - "dataDarkFFT = fft(dataDark)" + "dataOnlyOneBeamFFT = fft(dataOnlyOneBeam)" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 14, -======= - "execution_count": 74, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": 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A6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACzQqtBVVlam+fPnKy0tTQ6HQy6XSyNGjNCiRYtUVVXVqokdP35cs2bNUmpqquLj45WcnKyMjAwtXbpUxpgmx7355puaPXu2MjMzddFFFykxMVExMTHq0aOHJkyYoOeee041NTWtmhsAAECobKa5BNOMvLw8jRkzRrm5uZIku90un8+nyspKSdKwYcO0YcMGJSUlhVw7KytL48aNU1FRkSTJ4XDI6/UGwtLYsWO1cuVKxcbGNhg7dOhQ7d69O/Cz0+lUdXW1vF5v4L7LLrtMb7/9trp169biOZWWlsrlcsntdisxMTHk5wQAAKzXkd6/w/qky+fz6frrr1dubq66d++ud955RxUVFfJ4PFq+fLmcTqd27NihKVOmhFzb7XZr0qRJKioq0qBBg7Rt2zaVlZWpoqJCixcvVnR0tNatW6eZM2c2Ov4HP/iBnnnmGe3evVsej0elpaU6c+aMjh49qoceekgRERH69NNPNXXq1HCeOgAAQHhMGJYuXWokGUnmo48+atD+0ksvBdrXr18fUu377rvPSDLx8fEmJyenQfuCBQuMJBMZGWmys7NDnvu8efMCc8vPz2/xOLfbbSQZt9sd8mMCAID20ZHev8P6pOuFF16QJGVmZmrkyJEN2idPnqz+/ftLkl588cWQatf1D64RbMaMGXI4HPL5fFq2bFmoU9eVV14ZWD569GjI4wEAAMIRcujyeDzavHmzJGnChAmN9rHZbBo/frwkad26dS2unZ2drSNHjjRb2+FwKCMjI+TadTZt2hRYvvDCC0MeDwAAEI6QQ9fevXvl9/sl1e603pS6tsLCQhUXF7eo9q5duxqMb672nj17WlS3vLxcu3bt0ty5c7Vo0SJJ0m233aYLLrigReMBAABaKyrUAQUFBYHlnj17NtkvuK2goEDJycltXru0tFTl5eVyOBwN+mzZsqXRrz4jIyM1depULV68uNm5VFZWBo7ErHssAACAcIX8SVdZWVlg2W63N9kvuC14jFW1Y2Ji1K1bN3Xr1k3R0dGB+3/2s5/pwQcfVHx8fLNzeeSRR+RyuQK33r17t+g5AAAANObf9oz0l112mQoLC1VYWCiv16sDBw7o7rvv1p///GddfPHFWrlyZbPj582bJ7fbHbjl5+dbNHMAAPDvKOTQ5XQ6A8sej6fJfsFtwWPao3ZERIS+8Y1v6Mknn9Rjjz2m8vJyTZkyRceOHWtyTGxsrBITE+vdAAAAwhVy6OrRo0dgublTLgS3BY9py9qJiYmN7s/VnLvvvluxsbEqLy/Xyy+/HNJYAACAcIUcugYPHqyIiNphwUcbflVdW0pKSot2opfqH7HYktpDhgxpUd1gcXFxgfkcPHgw5PEAAADhCDl02e12jRo1SpK0Zs2aRvsYY7R27VpJtddJbKnU1FT16dOn2doVFRWBc22FUrtOWVmZTp48KanlX3sCAAC0Vlg70tddt3Djxo3aunVrg/YVK1YoJydHUu35sEJR13/58uWBi2kHe/LJJ1VeXq7IyMgG13asuyB2cx577LFAvzFjxoQ0NwAAgHCFHbrS0tJkjNGNN96oDRs2SJL8fr9WrFihadOmSao9q/w111xTb+z8+fNls9lks9kaDVWzZ89WSkqKPB6PJk6cqKysLElSVVWVnn76ad1///2SpOnTp2vgwIH1xi5btkzf+c539Prrr+vEiROB+/1+v3bu3Knp06frd7/7nSRp1KhRgbPmAwAAnGshnxxVkqKiorRy5UplZmYqNzdX1157rex2u/x+v7xeryRp2LBhYV0b0eVyadWqVRo3bpz27Nmj4cOHy+l0yuv1qrq6WlLt14pPPPFEg7HGGL355pt68803JUkJCQmKj49XaWmpqqqqAv2uvvpqrVixQjabLZynDwAAELKwz9PVr18/7dy5Uw888ICGDh0qm82m6Ohopaena+HChdqyZYuSkpLCqp2enq7du3dr5syZGjBggKqrq5WQkKDRo0dryZIlWr16tWJjYxuMmzhxop555hndcsstuvjiixUfH6+SkhLFxMRo0KBB+vGPf6y33npLGzZsaPHO/QAAAG3BZowx7T2J80FpaalcLpfcbjfn7AIA4DzRkd6//23PSA8AANCRELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsECrQldZWZnmz5+vtLQ0ORwOuVwujRgxQosWLVJVVVWrJnb8+HHNmjVLqampio+PV3JysjIyMrR06VIZY5ocd/DgQT3++OO6/vrr1bdvX8XGxiohIUEDBw7UT37yE2VlZbVqXgAAAOGwmeYSTDPy8vI0ZswY5ebmSpLsdrt8Pp8qKyslScOGDdOGDRuUlJQUcu2srCyNGzdORUVFkiSHwyGv16uamhpJ0tixY7Vy5UrFxsbWG7d582aNHj263n1Op1OVlZWBEBgREaHf/OY3+u1vfxvSnEpLS+VyueR2u5WYmBjycwIAANbrSO/fYX3S5fP5dP311ys3N1fdu3fXO++8o4qKCnk8Hi1fvlxOp1M7duzQlClTQq7tdrs1adIkFRUVadCgQdq2bZvKyspUUVGhxYsXKzo6WuvWrdPMmTMbjK2urlZkZKRuuOEGrVixQqdOnVJpaak8Ho8++eQTjR49Wn6/X7/73e/07LPPhvPUAQAAwmPCsHTpUiPJSDIfffRRg/aXXnop0L5+/fqQat93331GkomPjzc5OTkN2hcsWGAkmcjISJOdnV2vLT8/3+zfv7/J2pWVleaSSy4xksxFF10U0rzcbreRZNxud0jjAABA++lI799hfdL1wgsvSJIyMzM1cuTIBu2TJ09W//79JUkvvvhiSLXr+gfXCDZjxgw5HA75fD4tW7asXluvXr00YMCAJmvHxMTo1ltvlSQdOnRIJSUlIc0NAAAgXCGHLo/Ho82bN0uSJkyY0Ggfm82m8ePHS5LWrVvX4trZ2dk6cuRIs7UdDocyMjJCrl0nLi4usOzz+UIeDwAAEI6QQ9fevXvl9/slSUOHDm2yX11bYWGhiouLW1R7165dDcY3V3vPnj0tqhvsvffekyR1795dnTt3Dnk8AABAOKJCHVBQUBBY7tmzZ5P9gtsKCgqUnJzc5rVLS0tVXl4uh8Nx1tqS9PHHH+uNN96QJP30pz+VzWZrsm9lZWXgSMy6xwIAAAhXyJ90lZWVBZbtdnuT/YLbgse0V+2TJ0/qRz/6kfx+vwYMGKC5c+c22/+RRx6Ry+UK3Hr37t2ixwEAAGjM1+KM9OXl5frOd76jvLw8OZ1OrVix4qyfjs2bN09utztwy8/Pt2i2AADg31HIXy86nc7AssfjabJfcFvwmFBqN3USs1BqV1RUaOLEidqyZYscDofefvttXXrppWedS2xsbIOTrwIAAIQr5E+6evToEVg+evRok/2C24LHtGXtxMTEZj+xqgtcH3zwgRISEvTWW281OGM9AACAFUIOXYMHD1ZERO2w4KMNv6quLSUlpUU70Uv1j1hsSe0hQ4Y02acucL3//vuy2+1666239K1vfatF8wAAAGhrIYcuu92uUaNGSZLWrFnTaB9jjNauXSup9jqJLZWamqo+ffo0W7uiokKbNm1qtnZFRYW+/e1v6/3331dCQoLefvttXXXVVS2eBwAAQFsLa0f6qVOnSpI2btyorVu3NmhfsWKFcnJyJEm33XZbSLXr+i9fvjxwMe1gTz75pMrLyxUZGdnotR3rAlfdV4oELgAA0BGEHbrS0tJkjNGNN96oDRs2SJL8fr9WrFihadOmSao9q/w111xTb+z8+fNls9lks9kaDVWzZ89WSkqKPB6PJk6cqKysLElSVVWVnn76ad1///2SpOnTp2vgwIH1xno8Hk2aNEkffPCBHA6HVq9ezVeKAACgQwj56EVJioqK0sqVK5WZmanc3Fxde+21stvt8vv98nq9kqRhw4Y1uDZiS7hcLq1atUrjxo3Tnj17NHz4cDmdTnm9XlVXV0uq/VrxiSeeaDD21VdfDZxxvqamRjfddFOzj/X666/rm9/8ZshzBAAACFVYoUuS+vXrp507d2rhwoV6/fXXdfjwYUVHR+viiy/Wj370I82YMUMxMTFh1U5PT9fu3bv1hz/8QatWrVJ+fr4SEhI0dOhQTZ06VXfeeWdgZ/5gdZcnkiSv1xsIgE2pqqoKa34AAAChshljTHtP4nxQWloql8slt9vd5PnDAABAx9KR3r+/FmekBwAAaG+ELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugAAACxA6AIAALAAoQsAAMAChC4AAAALELoAAAAs0KrQVVZWpvnz5ystLU0Oh0Mul0sjRozQokWLVFVV1aqJHT9+XLNmzVJqaqri4+OVnJysjIwMLV26VMaYJscVFhbqlVde0X/913/puuuuU+fOnWWz2WSz2fTee++1ak4AAADhspnmEkwz8vLyNGbMGOXm5kqS7Ha7fD6fKisrJUnDhg3Thg0blJSUFHLtrKwsjRs3TkVFRZIkh8Mhr9ermpoaSdLYsWO1cuVKxcbGNhg7f/58PfTQQ43W3bhxo8aMGRPyfCSptLRULpdLbrdbiYmJYdUAAADW6kjv32F90uXz+XT99dcrNzdX3bt31zvvvKOKigp5PB4tX75cTqdTO3bs0JQpU0Ku7Xa7NWnSJBUVFWnQoEHatm2bysrKVFFRocWLFys6Olrr1q3TzJkzGx1vs9nUu3dvffe739VDDz2kJUuWhPMUAQAA2pYJw9KlS40kI8l89NFHDdpfeumlQPv69etDqn3fffcZSSY+Pt7k5OQ0aF+wYIGRZCIjI012dnaD9pqamno/Hz58ODCXjRs3hjSXYG6320gybrc77BoAAMBaHen9O6xPul544QVJUmZmpkaOHNmgffLkyerfv78k6cUXXwypdl3/4BrBZsyYIYfDIZ/Pp2XLljVoj4yMDOnxAAAArBBy6PJ4PNq8ebMkacKECY32sdlsGj9+vCRp3bp1La6dnZ2tI0eONFvb4XAoIyMj5NoAAADtKeTQtXfvXvn9fknS0KFDm+xX11ZYWKji4uIW1d61a1eD8c3V3rNnT4vqAgAAtLeoUAcUFBQElnv27Nlkv+C2goICJScnt3nt0tJSlZeXy+FwnLV2qCorKwNHYtY9FgAAQLhC/qSrrKwssGy325vsF9wWPKa9aofqkUcekcvlCtx69+59Th4HAAB8PXBG+ibMmzdPbrc7cMvPz2/vKQEAgPNYyF8vOp3OwLLH42myX3Bb8JhQajd1ErNwaocqNja20ZOvAgAAhCPkT7p69OgRWD569GiT/YLbgse0Ze3ExMRzsj8XAABAWws5dA0ePFgREbXDgo82/Kq6tpSUlBbtRC/VP2KxJbWHDBnSoroAAADtLeTQZbfbNWrUKEnSmjVrGu1jjNHatWsl1V4nsaVSU1PVp0+fZmtXVFRo06ZNIdcGAABoT2HtSD916lRJtReQ3rp1a4P2FStWKCcnR5J02223hVS7rv/y5csDF9MO9uSTT6q8vFyRkZFhXdsRAACgPYQdutLS0mSM0Y033qgNGzZIkvx+v1asWKFp06ZJqj2r/DXXXFNv7Pz582Wz2WSz2RoNVbNnz1ZKSoo8Ho8mTpyorKwsSVJVVZWefvpp3X///ZKk6dOna+DAgQ3G+/1+nTp1KnArKSkJtLnd7nptwefhAgAAOJdCPnpRkqKiorRy5UplZmYqNzdX1157rex2u/x+v7xeryRp2LBhjV4b8WxcLpdWrVqlcePGac+ePRo+fLicTqe8Xq+qq6sl1X6t+MQTTzQ6/siRI41es1GSbrjhhno/P/fcc7r99ttDniMAAECowj5PV79+/bRz50498MADGjp0qGw2m6Kjo5Wenq6FCxdqy5YtSkpKCqt2enq6du/erZkzZ2rAgAGqrq5WQkKCRo8erSVLlmj16tWczgEAAJxXbMYY096TOB+UlpbK5XLJ7XY3ef4wAADQsXSk92/OSA8AAGABQhcAAIAFCF0AAAAWIHQBAABYgNAFAABgAUIXAACABQhdAAAAFiB0AQAAWIDQBQAAYAFCFwAAgAUIXQAAABYgdAEAAFiA0AUAAGABQhcAAIAFCF0AAAAWIHQBAABYgNAFAABgAUIXAACABQhdAAAAFiB0AQAAWIDQBQAAYAFCFwAAgAUIXQAAABYgdAEAAFiA0AUAAGABQhcAAIAFCF0AAAAWIHQBAABYgNAFAABgAUIXAACABQhdAAAAFiB0AQAAWIDQBQAAYAFCFwAAgAUIXQAAABYgdAEAAFiA0AUAAGABQhcAAIAFCF0AAAAWIHQBAABYgNAFAABgAUIXAACABQhdAAAAFiB0AQAAWIDQBQAAYAFCFwAAgAUIXQAAABYgdAEAAFiA0AUAAGABQhcAAIAFCF0AAAAWIHQBAABYgNAFAABgAUIXAACABQhdAAAAFmhV6CorK9P8+fOVlpYmh8Mhl8ulESNGaNGiRaqqqmrVxI4fP65Zs2YpNTVV8fHxSk5OVkZGhpYuXSpjzFnHHzp0SD/72c/Uv39/xcXFqWvXrho3bpxee+21Vs0LAAAgHDbTkgTTiLy8PI0ZM0a5ubmSJLvdLp/Pp8rKSknSsGHDtGHDBiUlJYVcOysrS+PGjVNRUZEkyeFwyOv1qqamRpI0duxYrVy5UrGxsY2Of/vtt3XTTTfJ4/FIkhITE1VeXi6/3y9JuuOOO/Tss8/KZrO1eE6lpaVyuVxyu91KTEwM+TkBAL4eqmr8+umL25Vsj9YfJw9r7+l87XWk9++wPuny+Xy6/vrrlZubq+7du+udd95RRUWFPB6Pli9fLqfTqR07dmjKlCkh13a73Zo0aZKKioo0aNAgbdu2TWVlZaqoqNDixYsVHR2tdevWaebMmY2OP3z4sH74wx/K4/Fo1KhRys7Oltvtltvt1gMPPCBJeu655/TYY4+F89QBAGjW+r3H9cH+k3rjswIVnD7T3tNBR2LCsHTpUiPJSDIfffRRg/aXXnop0L5+/fqQat93331GkomPjzc5OTkN2hcsWGAkmcjISJOdnd2g/dZbbzWSTEpKiikpKWnQPn36dCPJJCYmmuLi4hbPy+12G0nG7XaH9HwAoK15q2uMz+c/J7XPVNWYmnNUuyNxn6kyFZXV56T27X/davr+apXp+6tV5s3Pj56Tx+go8k5VmOPuM2GNrfH5zfJP8szREo+p8fkb/Z3++7YjZu6Kz83Db+0xhV95nNMVVcbvrx2zPbfIHDheZnJOlpv/t36/KffWrtv84gpz8+INHeb9O6xPul544QVJUmZmpkaOHNmgffLkyerfv78k6cUXXwypdl3/4BrBZsyYIYfDIZ/Pp2XLltVrq6ioCOyzddddd6lTp04Nxs+bN09S7ceNb7zxRkhzA/5dGGP0xo6jOnSyPOzxx9xn5PZUK7/Yo/3Hy1RSUbsfZ43Pr9+v3qclH+QE+vv9RrsL3DpR6m201uf5p1VRWRPekwly2lOlqhq/8otrdy3YcaREh09VNOh38ES5zlT5Aj9/WeKR+0x14Oe/vH+o3vzrZOWV6HipV3uPleq5zYe1dFOOVu0skN9vdPBE+Vn3N62q8Wv/8bJ699X4/NqYfUIbs0/ImNo6Nb7aXSFKvdX66Qvb9fOXPlVeUe3z+OJLty777Tua8fKOwONtySnSml2FOuY+o6WbcvTTF7bpuc2HlZVXomVb83TNove0p6BUZ6p8enLjQR34yhz8fqP8Yo/yiz361qMbNfH/bZLfb/T6p1/qnmWfqriiSsYYfXTwlJZtzav32tX58MApvbPneJOvQam39vX1+Y3W7CpUXlGFsgvL9NcPD+vJjQf10cFTKq+sOetruGpngS5+YI2WbspRmbdauwvcGvX7d3XPS5+qqLyy0cf8qlPllcp87D1N+tOHen//SXmrffr4UJFW7SzQm58XKL/Yo+zCsgb16nirfSquqNKaXYWqrPEFnpckFbq9en//yUDfn7+0I/Cz32+0Ye/xwO/nGzuO6m8f5waec1WNX1l5JfV+F4PV+Pzae6xUPr/RlyUeHf/K9nS81KtxT3ygR97eq4MnyhqMP3yqIvC8/nP5Dq3ZdUySVFJRpdOef+2HXePzy1P1r+2x2ufX/W/s0tS/fqJ9haXaU1CqvKIKHTxRpnF//ECXL9igu5dlKecrf08KTp8JPLdCt1fllTUqOH0m8Pxf+uSIfvXaF7r5mY81/cXt+j+/XaeXth5RVU3t73/uqQrNfXWn/r49X898kKNrH39fn+efliSt2XVMl/52nRa8vVf/syVPP/jzx/rek5v17f+7SYve2a+bn/lY23OL9cu/f66PDhY1+nq2h5D36fJ4PHI6nfL7/Xr00Uc1Z86cRvvdfffdevrpp5WSkqJjx461qHZ2drYGDRokSXrllVd00003Ndrv29/+tlavXq0rr7xSH3/8ceD+tWvXavz48ZKkTz75RCNGjGh0/JAhQ7R3715NnjxZL7/8covmVved8Ivv7dElF3bXpb07Ndm3ssanSJtNUZGhZdozVT75jVFCbFRI4861Gp9fRlJ0iM9Hqv1D5Dem0bHeap/KvDXq4ogJ7F9X6PaqqzNWEREN97c7fKpCBafPaO3uQqW44nTrlX2VGBfd5GN7q32Kimi4Hk57qmSTTbYIySbpVHmVeifFq9pndKq8Un/dfFjD+yZr4iXdG9QsqajSyfJK2WMi5YyNVlxMhDYfPKUDx8vVMylemald9V72SR0p9qiyxqe7xlyk2KhISbXh4qv7ERpj9MVRt9buLlRVjV9dnXG6Mb2XXsv6UnHREbppeG/lFXmUc7Jc4y5O0fEyr46WnJErPlr5JR5d2MWhP79/SN9O6660ni69ubNANptN37m0hzYdOKl/fHpUIy/qrNu/2U97j5Xp5W1HdOeoftp1tFT3/v0zdXHE6O1fZCgiwqbOCTHy+Y0iI2yq8Rut/KxAp/75pvPpkRLtP16uQSlO2WzS7oJS5RV56j2XTvZo/Wr8IG3JKdL/flYgSVo1Y7T6dUnQ1L9+oqy8EqUkxum9OWMUGxWh9/ef1Isf5+ndfSckSY7YKC2+ZZjioiMVHRmhM1U+/e9nRxUfE6nUFKd+OLy33ss+qf3Hy+SpqlGvJLuG9nBp3Z5CfXHUrW8NuEC/X7Mv8Af7kl4u7fzSLUnKGNBFv5k4WG/tPKbnP8pVmbdG37yos5b99Ap9/qVbP/zzx3LERen+SYPV1RmnKUu3SpLsMZF65PtpGvWNLnpq4yH9dfNhOWOjFBsdGXht6upvOnBK305L0Zxxg/TS1jyVV/oUGSHFRUXqnsxv6IMDJ3X/G7tU6q3R9G9dqPxij4b2dOnDA6f0cU79N4XB3RP1i6u/od0FpVq88aAkaWA3h1b+fLS+99RH2nusVJL03f/TQwmxUXpp65Emt4PG9EqK17uzxmhbbrG+LPHotayj+iS3uF6fP996mf7jfz6VJI27uJuGdHfpifX7JUmjv9FFvZPt2rjvhOyxkRrY1ak1uwslSRddkCBnXLTS+yYpISZSO4+69eGBU6rxG905qr/2Hitt8HyDDUpxauFNl+obXR2Ki47UwRPl2rjvhHonx+uiCxwa+8cPVPeuFR1pU1REhM5U1wafAV0dyhzUVat3HVN+8b++1ht5YWfdckUfpfdNUlSkTX/7OE9/evdgoP0CZ6xOljUesJLs0Zp8eR/9+Mq+Wvl5gVbtLNCuo6WB9msHd9WtV/bVzL9/piR7jHL+GfJjoiICv4sxkRH63Q0XK+dUhf7yfo4SYiL1rYEXaPWuwnqPU+KpDVuJcVG6/Zv99Pft+RrQ1anL+yfr+5f11My/f6ZtuSXqnBCjEk+V/EYa3jdJJ8oqVeqt1v/p3UnvZZ9UsBH9klRUXhWYl80mdYr/12NlDOiijw8VKS46Ur/97sUqOH1Gz3+Up9Iz1bq0t0uHT1Wo9EyNqv75j8DZ/PK6gUpxxWnZ1iP6PP+0pmX0V3FFtV779Mt6/b5/WU+9/unRRmt886LOevh7aXrk7b1at+d4g/ZvdHXo4ImW/8MYZ7zKfvQHHWKfrpBDV1ZWloYPHy6pdof1CRMmNNrvqaee0j333CNJKioqUnJy8llrv/baa/rBD34gSdqzZ48GDx7caL+5c+fqscceU2Jiotxud+D+RYsWafbs2ZJqP/Wy2+2Njv/hD3+oFStWKC0tTTt37jzrvKR/ha7e976iiFi7LvznH5aLuiQoJipCnR0xOlPlV2HpGX2w/5RioyKU1sulovIqVdb4dEmvThrYzaHcIo/ioyNVUVkjlz1aJ0srlX28TD06xeujg7V/mK64sLPKvNUa0j1RjrgofXbktBJioxQfHakjxR7Fx0QqISZSyQmxMsYo+3iZEmKi5LJHy1NVo6MlZzS0p0vuM9Uqr6xRSUWV0np1UlSETdmFZfIbo5ioCF3cw6WB3Rz64ku3PjhwSj06xeniHi5tzy2Wp8qnkRd11plqnz7Yf1JVNX59a+AFirTZlFtUoeSEGOWXeOSIjdbQHokqcJ9RD1e89h8vU1x0pHomxauyxq+tOcXy+f3KGHCBImxSlc+vqhqjyhqfth4uVlWNX1ERNsVERaiyxi+f36iHK06DuidqW26x4qMjdXn/2t+d1bsKA/9NSpIrPlp9O9uVX+xRt8Q49Um263hZpY6WeBQVEaHCUq+ccVHq2Slel/VN0q6jbhWc9tZ7s6zTxRGjGr/Rac+//sO8pJdLPr9R7yS7+naxa++xMn1yuEje6to/PlH/DCfNSUmMk98Y1fiNKiprlDGgi6IiIpSUEKMLnLFa/cUxHQjhj0e4+ndJCHzikxATqYpGPqlwxkapvKpGCTFRqvH7A8+zNXq44lTtNw3e0DrZo+u91u0lLjqiTZ6nVbolxup4aePhoJM9Wu4z1Qrv0Kj2kzGgiyoqa/TpkdP17o+MsCkhJlKl3tZ/AtoeFnwvTTu/PK3l2/LbeyptzhkXJU+Vr97f47YSGWFrUHfehEHqnWzX3cs+DavmQ+P76/bMiztE6Ar5I5WCgoLAcs+ePZvsF9xWUFDQotAVau3S0lKVl5fL4XDUG5+UlNRk4AoeH/x4X1VZWRk4ElNSINz5K2v/uz/45T+/vjjYcGydd4tPB5b3HTnRdEdJXwQtv/dF7Ztw1oGm53c2OQWnmv1Zkj47VP8TyBNF9e/LP17/v9G1OxoPB7tzCxu9P9gbn7ibbKv6563Olyc8+vJE7X/dbkkrT5U0Oq6kUio5XVu3qMStPXkN+7grJbe7VHvyGv63FOxEpafBfZ8dqr3vi8NNz1uSnHGRGtqzkz4+VPt6xURFqGenOB0+5VHByfp1133W8DWMiYrQmIFdlOKK1/v7Tzb4BClYhE1q7u/c4O5O1fhMIMg54iJVVWN06Oi/agbnn+D/xt3/vL/uGwtnXKT6dXbIZY+SMdLmg0WKirDp0t6d9Hn+6UDg7OqMkSSdKKt9RSIjbLrlij5a+dlRfXnCE6j1zYu6aO3u2vVQXCnFx0Sod5JdBe4z+u6lPZVbVKHNjXwNEB0Voep/zjEuOkJXD+oqb7VP23NLZGQUExmhoorGA9z4i7upuKK6wac4dTyN55dG9e1s13cu7aGi8kq9ubNArvgYnSyvVOU/Q9vIizprT4Fb7jM1uqSXS9+8sLOOFHv09j8/zYiwSd0S43TM7VV0pE29kuJ1+FTt6/PXqSOUW1yhM1U1OlPl15PvHVR8dIQ8VX7FREXowUlDtGD1Xh375+/TfRMHaV9huV7N+tenB//31svljItS1pESOWJq3xSPu73aU1iqEf2SlF1Yrk8OF+lkeZVsqv09io2OUHdXnAZ1c2pH/mkdL63UdUO66p09tX+vXPFRyhhwgVbtrP27cNPwXrq8X7IWrstWhM2mueMHqdB9Rmt2FSrZEaPvD+ullZ8f1Tt7TigqwqbRAzrrVHm1Dp0s05mq2tcpvW+SbhvZV69m5Wv8xd313WE9dabKp2c/PKyUxFgt356vfcfK5JdUtw/6oO5OuT3VOub2alB3p/40eZjcZ6p197IslXpr9OD1QzSkR6IWrduvovIqXXlhZ/mMUUJ0lNbvO67swoZftY28qLOS4qN1psanz46cVrXfr+sGd1P/LgkqdHs1fmiKXvw4Tx8cOBXYRjonRGvqN/tp0iU95PMbvb//hJ5Yf0CV1X4N6ZGo9H5JcsVFq3NCjL6d6tKkwZ30q2v66sWPD+v/vXtIPp9fv7xuoI6VerXys6MaP7S7TpZ55YyNVmqKU5/ln9Ydo/rpj+sPaFtuibolxmpCWne98FGujKn9tHPuuEEqcJ9Rv852fXHUrf/ZckTH3P/6mtEeE6Fbr+inz/JPK+dUuTIGdFFXZ5wKS726auAFuu+NL+Sp8us7l/bQkWKPCk6f0dzxqdqRf1rLthxR7+R43Tayr/7v+gOq8Rv98rqBSoiJ0hUXJiu/+IxsNml4v2QZY/Ra1pcqr6zRbSP7afm2I1rw9r7APIK328gIm35+9UX6PP+0MlO7qn+XBP3p3YPaV1iqcRd3lz0mUu/uO6EnpwzT1pzienUk6fJecbroggR9+qtR+sXyHfpgf+37mSMuUlf0T9bEtB7q2SleqSlOHSnxqIcrXifLKvXbVXt00QUOXX2RU5JadLqpcy7UncCWLVsW2En+wIEDTfZbt25dszvbN+bhhx8OjKmubnoHx2eeeSbQr6CgIHD/tGnTjCTTs2fPZh/n17/+tZFkYmJimuzz4IMPBh6DGzdu3Lhx43Z+3w4dOtSiLHIudaydhzqQefPm6Ze//GXgZ7/fr+LiYnXu3Dmk83uh7ZWWlqp3797Kz89v94+Kv+5YFx0L66PjYF10HG63W3369GnRN27nWsihy+l0BpbrTj7amOC24DGh1G7qF7Wp2nXLzc0ruL25ecXGxjY4+WpjR0Oi/SQmJvLHrINgXXQsrI+Og3XRcUREtP+VD0OeQY8ePQLLR482fuTBV9uCx7Rl7cTExMD+XMHjS0pKmg1edeNbOi8AAIDWCjl0DR48OJAWd+3a1WS/uraUlJQWf6Q3dOjQBuObqz1kyJAmx+/evfus4y+++OIWzQsAAKC1Qg5ddrtdo0aNkiStWbOm0T7GGK1du1ZS7XUSWyo1NVV9+vRptnZFRYU2bdrUaO3Ro0crPj6+2fF5eXnau3dvyHNDxxEbG6sHH3ywyWtvwjqsi46F9dFxsC46jg61LsLZ+77uMkA2m81s2bKlQfvf//73wNEC4V4GyG63m8OHDzdo/8Mf/mCks18GqHv37ub06dMN2u+66y4jyTidzpAuAwQAANAaYYWu6upqk5aWZqTa0zPUBSufz2deeeUVk5iYaCSZCRMmNBgbfCqGxkLV6dOnTUpKipFkhgwZYrZv326MMaaystI89dRTJiYmxkgyd911V6Nzy8nJMQkJCUaSycjIMPv37zfGGFNeXm4eeughY7PZjCTzhz/8IZynDgAAEJaQz0hfJzc3V5mZmcrNzZVU+7Wj3++X11t7krZhw4Zpw4YNSkpKqjdu/vz5euihhyRJhw8fVr9+/RrUzsrK0rhx41RUVHuiRKfTKa/Xq+rq2hMgjh07VitXrmzyo8K3335bN910U2BnepfLpfLycvl8tWfhvv322/XXv/6VUz8AAADLhH38ZL9+/bRz50498MADGjp0qGw2m6Kjo5Wenq6FCxdqy5YtDQJXS6Wnp2v37t2aOXOmBgwYoOrqaiUkJGj06NFasmSJVq9e3ex3s9/+9re1c+dOTZs2Tf369dOZM2fUqVMnXXfddXr11Vf13HPPEbgAAIClwv6kCwAAAC3X/mcKw9fe888/L5vNdtbb+vXrm6xx/PhxzZo1S6mpqYqPj1dycrIyMjK0dOnSjnG9rQ7C4/Fo9erV+u///m99//vfV9++fQOv7/z581tUo7Wv9aFDh/Szn/1M/fv3V1xcnLp27apx48bptddea+WzO7+0Zl3Mnz+/RdvMwYPNXBxWrItgRUVFeu6553TrrbdqyJAhSkhIUGxsrHr16qUbbrhB//jHP85ag22jbbRmXXT4baMd9ycDjDHGPPfcc0aSiYiIMN26dWvy9sEHHzQ6fvv27aZz586BAzQcDoeJiooK/Dx27Fjj9XotflYd08aNG5u8LtmDDz541vGtfa3feustY7fbA/0TExNNRERE4Oc77rjD+P3+NnzGHVdr1kXdAUnR0dHNbjONHaxUh3VRX/DvsSQTFxcXOCir7jZhwgRTUVHR6Hi2jbbTmnXR0bcNQhfaXV3o6tu3b8hjg492HTRokNm2bZsxpvZo18WLF5vo6Ohmj3b9utm4caNJSkoy11xzjZkzZ455+eWXA6/f2d7oW/taBx9ZPGrUqMApX8rKyswDDzwQ+IP2dTmyuDXrou6N5aqrrgrrsVkXDUkyl19+uXnqqafqXRj58OHD5ic/+UngNbn11lsbjGXbaFutWRcdfdsgdKHdtSZ01Z3XLT4+3uTk5DRoX7BgQbPndfu6qampaXBf3759W/RG39rXuu4ceikpKaakpKRB+/Tp0wP/VX4dzqHXmnXR2jcW1kVD7777brPtP/vZzwJvuEeOHKnXxrbRtlqzLjr6tsE+XTivvfjii5KkyZMnq3///g3aZ8yYIYfDIZ/Pp2XLllk9vQ4nMjIy7LGtea0rKioC+0LcddddjV48ft68eZKk0tJSvfHGG2HP83zRmnXRGqyLxmVmZjbb/pOf/CSwvH379nptbBttqzXrojWsWBeELpy3srOzdeTIEUnShAkTGu3jcDiUkZEhSVq3bp1lc/t309rX+sMPP9SZM2eaHd+vXz8NHjy40fFoO6yL8MTFxQWW6875KLFttIem1kVrWbEuCF3oME6ePKn09HQ5HA7Fx8frwgsv1K233qr33nuv0f7BF0UPvtj5V9W17dmzp03n+3XS2tc6eHxzF5qvG9/cBevxL7t379bQoUMVHx8vh8Oh1NRUTZs2TTt27GhyDOsiPMF/h9LS0gLLbBvWa2pdBOuo2wahCx2Gx+PRp59+qpiYGPn9fh0+fFjLli1TZmam7rzzTtXU1NTrX1BQEFju2bNnk3Xr2kpLS1VeXn5uJv9vrrWvdd34pKQk2e32s44Pfjw07dSpU9q7d6/sdrsqKyu1f/9+LV26VOnp6brvvvsaHcO6CN3p06f1yCOPSJIyMjKUmpoaaGPbsFZz6yJYR902CF1odz169NCDDz6ozz//XF6vV8XFxfJ4PNq8ebOuvfZaSdJzzz2nmTNn1htXVlYWWG5uAwluCx6Dlmvta1233NzY4HbWU/MGDBigRx99VNnZ2fJ6vSoqKlJFRYXWrl2r9PR0GWP08MMPa9GiRQ3Gsi5C4/f79eMf/1jHjh1TbGys/vSnP9VrZ9uwztnWhdTxtw1CF9rd2LFjNX/+fF1yySWByztFRkbqm9/8ptauXavvfve7kqSnnnpKBw4caM+pAh3ClClTNGfOHA0cOFDR0dGSpJiYGI0dO1YffvihRowYIan2RJFut7s9p3re+8///E+tWrVKUu3foEsvvbSdZ/T11ZJ10dG3DUIXOrSIiAgtXLhQUu1/OW+++Wagzel0BpbrLm7emOC24DFouda+1nXLzY0Nbmc9hS8uLk4LFiyQJJWXl2vDhg312lkXLTd79mwtXrxYkvTEE0/ozjvvbNCHbcMaLVkXZ9MRtg1CFzq8b3zjG+rSpYskKScnJ3B/jx49AstHjx5tcnxdW2JiohwOxzma5b+31r7WdeNLSkqa/YNWNz748RC6kSNHBpaDtxmJddFSc+fODXwF9dhjj+nee+9ttB/bxrnX0nXREu29bRC6cN4KPlIo+KiTr6prGzJkyDmf07+r1r7WweObO+KnbnxzRw6hdVgXZzdnzhw99thjkqRHH31Us2fPbrIv28a5Fcq6aC0r1gWhCx3eoUOHdOrUKUmqd+LB1NRU9enTR5K0Zs2aRsdWVFRo06ZNkmr3HUN4Wvtajx49WvHx8c2Oz8vL0969exsdj9Bs2bIlsPzVk3WyLpo3e/bswC4Njz76qObMmdNsf7aNcyfUddES7b5thHWefKCNnO2ioX6/33zve98LXBB737599drrLr9ht9sbvYDpH/7wBy4DdBahXgYo3Ne67vIa3bt3N6dPn27QftdddxlJxul0fi0uddKYlqyLs20zXq/XXHHFFUaSSUhIaPRSJqyLxs2aNStweZmFCxe2eBzbRtsLZ12cD9sGoQvt6vDhw2bEiBHmz3/+szl06FBgo/H5fObjjz8248aNC2x4jV0sNvhCs0OGDDHbt283xtReaPapp54yMTExXPD6K4qLi83JkycDt969extJZs6cOfXuLysrqzeuta918IVkMzIyzP79+40xxpSXl5uHHnrI2Gy2r9VFfY0Jb12899575pprrjF/+9vfTH5+fuD+qqoqs379ejNixIizXpSXddHQ3LlzA6/b448/HtJYto22Fe66OB+2DUIX2tXhw4cDG4EkExsba7p06WJiY2Pr3X/HHXeY6urqRmts377ddO7cOdDX6XSa6OjowM9jx441Xq/X4mfWcdV9mnK229SpUxuMbe1r/dZbbxm73R7o73K5TGRkZODn22+//az/rf47CWddbNy4sV5bfHy86dKlS731EBERYX796183+9isi3/Jy8ur99p169at2dtjjz3WoAbbRttozbo4H7YNQhfalcfjMX/605/MLbfcYoYMGWIuuOACExUVZRwOhxk0aJC58847zYcffnjWOoWFhWbmzJlmwIABJi4uznTq1MmMHj3aLFmyxPh8PgueyfmjNaHLmNa/1gcPHjTTpk0z/fr1MzExMaZz587muuuuM6+++mobP9OOL5x1cerUKbNw4UJz4403moEDB5rk5GQTFRVlEhMTzaWXXmp+/vOfm507d7bo8VkXtb76z9/Zbk19/cu20XqtWRfnw7ZhM8YYAQAA4Jzi6EUAAAALELoAAAAsQOgCAACwAKELAADAAoQuAAAACxC6AAAALEDoAgAAsAChCwAAwAKELgAAAAsQugC0G5/Pp8cff1zDhg1TQkKCbDabbDab3njjjfaeGgC0uaj2ngCAr697771XixcvliTFxMSoW7dukqS4uLj2nBYAnBNcexFAuygrK1Pnzp1VXV2tRx99VLNnz5bNZmvvaQHAOUPoAtAutm3bpssvv1xSbQBzOBztPCMAOLfYpwtAu/B4PIFlAheArwNCFwBLPf/887LZbBozZkzgvrod6IPv79evn2w2m55//nmVl5frgQceUFpampxOp2w2m3Jzc+vV3bFjh+68805ddNFFstvtcjgcuvTSS3Xffffp1KlTzc5py5YtuuGGG9SlSxfFx8crNTVVv/nNb1ReXh6Yb79+/Vr1vCsrKzVs2DDZbDZdfvnlqq6ubrTfzTffLJvNph49epx13gDOL4QuAJaKj49Xt27dlJSUFLivW7dugVtycnK9/kVFRUpPT9fvfvc77d+/X1FRDY//efDBB5Wenq7nnntOOTk5stlsqq6u1s6dO/Xwww/rkksu0Y4dOxqdz1//+leNGjVK//u//6uioiLFxsYqNzdXCxYs0IgRI1RSUtImzzs2NlbLly9XQkKCtm3bpl//+tcN+ixdulSvvPKKIiIi9Le//U1dunRpk8cG0EEYAGgHGzduNJJMU3+G+vbtayQZh8NhUlJSzOuvv26qqqqMMcbk5+ebiooKY4wxTzzxhJFknE6neeSRR8yxY8eMMcbU1NSY7du3m6uvvtpIMr169TJlZWX1HiMrK8tERUUZSWbMmDFm7969xhhjqqqqzMsvv2w6depkOnXqZCSZvn37tsnzfvbZZ40kY7PZzNq1awP3792719jtdiPJ/Nd//VebPBaAjoXQBaBdtDR0RUZGmk8//bTRPidPnjR2u93YbDazfv36RvtUV1eb9PR0I8k88cQT9domTJhgJJmBAwcaj8fTYOyaNWsCc2yr0GWMMZMnTzaSTLdu3czx48eN1+s1l156qZFkLr/88kC4BPDvha8XAXRo48eP17BhwxptW7ZsmTwej4YPH65rrrmm0T5RUVH60Y9+JElau3Zt4P7Tp08Hfp4zZ47i4+MbjB03bpxGjhzZ2qfQwF/+8hf1799fx48f19SpUzV79mx9/vnncjqdevnllxUdHd3mjwmg/XFyVAAd2qhRo5ps+/DDDyVJu3btUkpKSpP9zpw5I0nKy8sL3Pfpp5/K7/dLkq6++uomx1599dX6+OOPQ5rz2SQmJurll1/W6NGjtWbNmsD9Tz/9tC688MI2fSwAHQehC0CH1rVr1ybbCgoKJNWGqrpg1Zzg01ScOHEisNyzZ88mx/Tq1asl0wzZFVdcof/8z//UokWLJNUetThlypRz8lgAOga+XgTQoUVGRjbZ5vP5JEn/8R//IVO7j2qzt6+eZqI9nT59WitWrAj8/Omnn6q8vLwdZwTgXCN0AThv1X2l+MUXX4Q8NvgTtKNHjzbZr7m21pg2bZqOHDminj17qnPnzjpw4IB+/vOfn5PHAtAxELoAnLfq9vfasmVLvf21WuKyyy5TRETtn8CNGzc22e/dd98Nf4JNWLJkiV599dXA+bieffZZSdILL7ygl19+uc0fD0DHQOgCcN768Y9/rPj4ePl8Pt1zzz2Brxsb4/f7dfr06cDPnTp10tixYyVJCxculNfrbTBm/fr1+uijj9p0zvv27dO9994rSfrVr36lzMxMffe739Xdd98tqfar0sOHD7fpYwLoGAhdAM5bKSkp+v3vfy9Jeuutt3Tddddp8+bNgfBljNG+ffv0+OOPa+jQoVq1alW98b/73e8UGRmpffv2aeLEicrOzpYk1dTU6JVXXtEPf/hDderUqc3mW1lZqcmTJ8vj8eiKK67Qb3/720DbokWLNHToUJWWlupHP/qRampq2uxxAXQMhC4A57Vf/OIXevTRRxUZGamNGzdq9OjRstvt6tKli2JjYzV48GDNmjVLe/fulc1mqzd2+PDheuqpp2Sz2fTuu+9q0KBB6tSpkxwOh26++WZ169ZNDzzwQJvNdc6cOYHzcb300kv1LmkUFxen5cuXKz4+Xlu3btWDDz7YZo8LoGMgdAE4782ZM0f79u3TzJkzdckllyguLk6nT5+Ww+HQiBEjNHfuXH300Ue65ZZbGoydPn26Nm/erOuvv17JycmqrKxU3759NW/ePH3yySf1rhHZGm+99Zb+9Kc/SZKeeuqpRs/HdfHFFwdOIfH73/++2X3NAJx/bMYY096TAICO6vnnn9cdd9yhvn37dqhTTgA4//BJFwAAgAUIXQAAABYgdAEAAFiAay8CQAjy8/M1YsSIkMb07t1b27ZtO0czAnC+YEd6AAhBbm6u+vfvH9IYdsIHIBG6AAAALME+XQAAABYgdAEAAFiA0AUAAGABQhcAAIAFCF0AAAAWIHQBAABYgNAFAABgAUIXAACABQhdAAAAFvj/OPjGm8YtUd4AAAAASUVORK5CYII=", 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", 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    " ] @@ -2504,26 +2368,50 @@ "fig = plt.figure()\n", "ax = fig.gca()\n", "\n", - "abs(dataDarkFFT).plot.errorbar(ax=ax, x='freq_x')\n", + "abs(dataOnlyOneBeamFFT).plot.errorbar(ax=ax, x='freq_x')\n", "ax.set_xlim([0.5, 250])\n", "ax.set_ylim([0, 0.05])\n", "plt.show()" ] }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure()\n", + "ax = fig.gca()\n", + "\n", + "abs(dataOnlyOneBeamFFT).plot.errorbar(ax=ax, x='freq_x', fmt='r')\n", + "abs(dataWithoutModulationFFT).plot.errorbar(ax=ax, x='freq_x', fmt='b')\n", + "\n", + "ax.set_xlim([0.5, 250])\n", + "ax.set_ylim([0, 0.02])\n", + "plt.show()" + ] + }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Only One Beam" + "## Without Modulation # 2" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 15, -======= - "execution_count": 75, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -2893,69 +2781,55 @@ " fill: currentColor;\n", "}\n", "
    <xarray.DataArray 'CH1' (x: 1200)>\n",
    -       "array([0.229, 0.242, 0.241, ..., 0.225, 0.225, 0.235])\n",
    +       "array([0.49 , 0.53 , 0.533, ..., 0.522, 0.498, 0.454])\n",
            "Coordinates:\n",
    -<<<<<<< HEAD
    -       "  * x        (x) float64 0.0 0.002 0.004 0.006 0.008 ... 2.392 2.394 2.396 2.398
    " ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " 0.0119, 0.01191,\n", + " 0.011920000000000002, 0.011930000000000001,\n", + " 0.011940000000000001, 0.01195,\n", + " 0.01196, 0.011970000000000001,\n", + " 0.011980000000000001, 0.01199],\n", + " dtype='float64', name='x', length=1200))
  • " ], "text/plain": [ "\n", - "array([0.229, 0.242, 0.241, ..., 0.225, 0.225, 0.235])\n", + "array([0.49 , 0.53 , 0.533, ..., 0.522, 0.498, 0.454])\n", "Coordinates:\n", - " * x (x) float64 0.0 0.002 0.004 0.006 0.008 ... 2.392 2.394 2.396 2.398" + " * x (x) float64 0.0 1e-05 2e-05 3e-05 ... 0.01197 0.01198 0.01199" ] }, -<<<<<<< HEAD - "execution_count": 15, -======= - "execution_count": 75, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "filePath = r'F:\\Jianshun\\AccordionLatticeShorTermStability\\onlyOneBeam.csv'\n", + "filePath = r'F:\\Jianshun\\AccordionLatticeShorTermStability\\withoutModulation_2.csv'\n", "\n", "data = read_csv_file(filePath, csvEngine='pandas', csvKwargs=dict(header=[0], skiprows=[1], encoding = \"ISO-8859-1\",))\n", - "dataOnlyOneBeam = xr.DataArray(\n", + "dataWithoutModulation2 = xr.DataArray(\n", " data=data.CH1[0,:],\n", " dims=['x'],\n", " coords=dict(\n", - " x=data.X[0,:].to_numpy() * 2e-3\n", + " x=data.X[0,:].to_numpy() * 1e-05\n", " )\n", ")\n", - "dataOnlyOneBeam" + "dataWithoutModulation2" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 16, -======= - "execution_count": 76, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 21, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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    " ] @@ -2965,35 +2839,28 @@ } ], "source": [ - "dataOnlyOneBeam.plot.errorbar()\n", + "dataWithoutModulation2.plot.errorbar(fmt='o')\n", + "# plt.xlim([0, 0.0075])\n", "plt.show()" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 17, -======= - "execution_count": 77, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ - "dataOnlyOneBeamFFT = fft(dataOnlyOneBeam)" + "dataWithoutModulationFFT2 = fft(dataWithoutModulation2)" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 18, -======= - "execution_count": 78, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { - "image/png": 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BoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExQq9CVnZ2tyZMnKzY2VjabTeHh4erRo4emTZumwsLCWg3s5MmTGjt2rKKjoxUcHKzIyEj17dtXs2fPlmEYlbb74osvNG7cOPXv31/t2rVTWFiYAgIC1KxZMw0ZMkQffPCBiouLazU2AAAAb1mMqhJMFZKTk9WvXz8lJSVJkqxWq5xOpwoKCiRJ3bp1U3x8vCIiIrzuOyEhQYMHD1Z6erokyWazKT8/3x2WBg0apCVLligwMLBc25iYGO3evdv9d2hoqIqKipSfn+9+7uqrr9ayZcvUpEmTao8pKytL4eHhstvtCgsL8/o9AQAA89Wn9XeNtnQ5nU7dcsstSkpKUtOmTfXVV18pNzdXDodDCxYsUGhoqLZt26bhw4d73bfdbtfNN9+s9PR0dezYUVu2bFF2drZyc3M1Y8YM+fv7a9WqVRozZkyF7X/zm99o5syZ2r17txwOh7KyspSXl6fjx49rypQp8vHx0Q8//KCHHnqoJm8dAACgZowamD17tiHJkGRs2LChXPnHH3/sLl+9erVXfT/77LOGJCM4ONg4fPhwufKXX37ZkGT4+voaiYmJXo994sSJ7rGlpKRUu53dbjckGXa73evXBAAAdaM+rb9rtKVr7ty5kqT+/furV69e5cqHDRumtm3bSpI+/PBDr/oure/Zh6fRo0fLZrPJ6XRq3rx53g5d11xzjXv6+PHjXrcHAACoCa9Dl8Ph0Pr16yVJQ4YMqbCOxWLRjTfeKElatWpVtftOTEzU0aNHq+zbZrOpb9++Xvddau3ate7pyy+/3Ov2AAAANeF16Nq7d69cLpekkoPWK1NalpaWpoyMjGr1vWvXrnLtq+p7z5491eo3JydHu3bt0oQJEzRt2jRJ0oMPPqjLLrusWu0BAABqy8/bBqmpqe7p5s2bV1rPsyw1NVWRkZEXvO+srCzl5OTIZrOVq7Nx48YKd336+vrqoYce0owZM6ocS0FBgftMzNLXAgAAqCmvt3RlZ2e7p61Wa6X1PMs825jVd0BAgJo0aaImTZrI39/f/fzjjz+u559/XsHBwVWO5ZVXXlF4eLj70bJly2q9BwAAgIr8z16R/uqrr1ZaWprS0tKUn5+vAwcOaNSoUfrXv/6lK6+8UkuWLKmy/cSJE2W3292PlJQUk0YOAAD+F3kdukJDQ93TDoej0nqeZZ5t6qJvHx8fXXHFFXrrrbf0+uuvKycnR8OHD9eJEycqbRMYGKiwsLAyDwAAgJryOnQ1a9bMPV3VJRc8yzzbXMi+w8LCKjyeqyqjRo1SYGCgcnJyNH/+fK/aAgAA1JTXoatTp07y8Slp5nm24c+VlkVFRVXrIHqp7BmL1em7c+fO1erXU1BQkHs8Bw8e9Lo9AABATXgduqxWq3r37i1JWrFiRYV1DMPQypUrJZXcJ7G6oqOj1apVqyr7zs3NdV9ry5u+S2VnZ+v06dOSqr/bEwAAoLZqdCB96X0L16xZo02bNpUrX7RokQ4fPiyp5HpY3iitv2DBAvfNtD299dZbysnJka+vb7l7O5beELsqr7/+urtev379vBobAABATdU4dMXGxsowDN15552Kj4+XJLlcLi1atEgjRoyQVHJV+QEDBpRpO3nyZFksFlkslgpD1bhx4xQVFSWHw6GhQ4cqISFBklRYWKh33nlHzz33nCRp5MiR6tChQ5m28+bN06233qpPP/1Up06dcj/vcrm0Y8cOjRw5Ui+++KIkqXfv3u6r5gMAAFxsXl8cVZL8/Py0ZMkS9e/fX0lJSRo4cKCsVqtcLpfy8/MlSd26davRvRHDw8O1dOlSDR48WHv27FH37t0VGhqq/Px8FRUVSSrZrTh9+vRybQ3D0BdffKEvvvhCkhQSEqLg4GBlZWWpsLDQXe/666/XokWLZLFYavL2AQAAvFbj63S1adNGO3bs0KRJkxQTEyOLxSJ/f3/FxcVp6tSp2rhxoyIiImrUd1xcnHbv3q0xY8aoffv2KioqUkhIiPr06aNZs2Zp+fLlCgwMLNdu6NChmjlzpu677z5deeWVCg4O1tmzZxUQEKCOHTvqgQce0Jdffqn4+PhqH9wPAABwIVgMwzDqehCXgqysLIWHh8tut3PNLgAALhH1af39P3tFegAAgPqE0AUAAGACQhcAAIAJCF0AAAAmIHQBAACYgNAFAABgAkIXAACACQhdAAAAJiB0AQAAmIDQBQAAYAJCFwAAgAkIXQAAACYgdAEAAJiA0AUAAGACQhcAAIAJCF0AAAAmIHQBAACYgNAFAABgAkIXAACACQhdAAAAJiB0AQAAmIDQBQAAYAJCFwAAgAkIXQAAACYgdAEAAJiA0AUAAGACQhcAAIAJCF0AAAAmIHQBAACYgNAFAABgAkIXAACACQhdAAAAJiB0AQAAmIDQBQAAYAJCFwAAgAkIXQAAACYgdAEAAJiA0AUAAGACQhcAAIAJCF0AAAAmIHQBAACYgNAFAABgAkIXAACACQhdAAAAJiB0AQAAmIDQBQAAYAJCFwAAgAkIXQAAACYgdAEAAJiA0AUAAGACQhcAAIAJCF0AAAAmIHQBAACYgNAFAABgAkIXAACACWoVurKzszV58mTFxsbKZrMpPDxcPXr00LRp01RYWFirgZ08eVJjx45VdHS0goODFRkZqb59+2r27NkyDKPSdgcPHtQbb7yhW265Ra1bt1ZgYKBCQkLUoUMHPfbYY0pISKjVuAAAAGrCYlSVYKqQnJysfv36KSkpSZJktVrldDpVUFAgSerWrZvi4+MVERHhdd8JCQkaPHiw0tPTJUk2m035+fkqLi6WJA0aNEhLlixRYGBgmXbr169Xnz59yjwXGhqqgoICdwj08fHRX/7yF73wwgtejSkrK0vh4eGy2+0KCwvz+j0BAADz1af1d422dDmdTt1yyy1KSkpS06ZN9dVXXyk3N1cOh0MLFixQaGiotm3bpuHDh3vdt91u180336z09HR17NhRW7ZsUXZ2tnJzczVjxgz5+/tr1apVGjNmTLm2RUVF8vX11e23365FixbpzJkzysrKksPh0ObNm9WnTx+5XC69+OKLeu+992ry1gEAAGrGqIHZs2cbkgxJxoYNG8qVf/zxx+7y1atXe9X3s88+a0gygoODjcOHD5crf/nllw1Jhq+vr5GYmFimLCUlxdi/f3+lfRcUFBhdunQxJBnt2rXzalx2u92QZNjtdq/aAQCAulOf1t812tI1d+5cSVL//v3Vq1evcuXDhg1T27ZtJUkffvihV32X1vfsw9Po0aNls9nkdDo1b968MmUtWrRQ+/btK+07ICBA999/vyTp0KFDOnv2rFdjAwAAqCmvQ5fD4dD69eslSUOGDKmwjsVi0Y033ihJWrVqVbX7TkxM1NGjR6vs22azqW/fvl73XSooKMg97XQ6vW4PAABQE16Hrr1798rlckmSYmJiKq1XWpaWlqaMjIxq9b1r165y7avqe8+ePdXq19M333wjSWratKkaNmzodXsAAICa8PO2QWpqqnu6efPmldbzLEtNTVVkZOQF7zsrK0s5OTmy2Wzn7VuSvv/+e33++eeSpN/+9reyWCyV1i0oKHCfiVn6WgAAADXl9Zau7Oxs97TVaq20nmeZZ5u66vv06dO699575XK51L59e02YMKHK+q+88orCw8Pdj5YtW1brdQAAACryi7gifU5Ojm699VYlJycrNDRUixYtOu/WsYkTJ8put7sfKSkpJo0WAAD8L/J692JoaKh72uFwVFrPs8yzjTd9V3YRM2/6zs3N1dChQ7Vx40bZbDYtW7ZMXbt2Pe9YAgMDy118FQAAoKa83tLVrFkz9/Tx48crredZ5tnmQvYdFhZW5Rar0sD13XffKSQkRF9++WW5K9YDAACYwevQ1alTJ/n4lDTzPNvw50rLoqKiqnUQvVT2jMXq9N25c+dK65QGrm+//VZWq1Vffvmlfv3rX1drHAAAABea16HLarWqd+/ekqQVK1ZUWMcwDK1cuVJSyX0Sqys6OlqtWrWqsu/c3FytXbu2yr5zc3N100036dtvv1VISIiWLVum6667rtrjAAAAuNBqdCD9Qw89JElas2aNNm3aVK580aJFOnz4sCTpwQcf9Krv0voLFixw30zb01tvvaWcnBz5+vpWeG/H0sBVukuRwAUAAOqDGoeu2NhYGYahO++8U/Hx8ZIkl8ulRYsWacSIEZJKrio/YMCAMm0nT54si8Uii8VSYagaN26coqKi5HA4NHToUCUkJEiSCgsL9c477+i5556TJI0cOVIdOnQo09bhcOjmm2/Wd999J5vNpuXLl7NLEQAA1Aten70oSX5+flqyZIn69++vpKQkDRw4UFarVS6XS/n5+ZKkbt26lbs3YnWEh4dr6dKlGjx4sPbs2aPu3bsrNDRU+fn5KioqklSyW3H69Onl2n7yySfuK84XFxfrrrvuqvK1Pv30U1177bVejxEAAMBbNQpdktSmTRvt2LFDU6dO1aeffqojR47I399fV155pe69916NHj1aAQEBNeo7Li5Ou3fv1t/+9jctXbpUKSkpCgkJUUxMjB566CE9+uij7oP5PZXenkiS8vPz3QGwMoWFhTUaHwAAgLcshmEYdT2IS0FWVpbCw8Nlt9srvX4YAACoX+rT+vsXcUV6AACAukboAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEtQpd2dnZmjx5smJjY2Wz2RQeHq4ePXpo2rRpKiwsrNXATp48qbFjxyo6OlrBwcGKjIxU3759NXv2bBmGUWm7tLQ0LVy4UH/60590ww03qGHDhrJYLLJYLPrmm29qNSYAAICashhVJZgqJCcnq1+/fkpKSpIkWa1WOZ1OFRQUSJK6deum+Ph4RUREeN13QkKCBg8erPT0dEmSzWZTfn6+iouLJUmDBg3SkiVLFBgYWK7t5MmTNWXKlAr7XbNmjfr16+f1eCQpKytL4eHhstvtCgsLq1EfAADAXPVp/V2jLV1Op1O33HKLkpKS1LRpU3311VfKzc2Vw+HQggULFBoaqm3btmn48OFe922323XzzTcrPT1dHTt21JYtW5Sdna3c3FzNmDFD/v7+WrVqlcaMGVNhe4vFopYtW+q2227TlClTNGvWrJq8RQAAgAvLqIHZs2cbkgxJxoYNG8qVf/zxx+7y1atXe9X3s88+a0gygoODjcOHD5crf/nllw1Jhq+vr5GYmFiuvLi4uMzfR44ccY9lzZo1Xo3Fk91uNyQZdru9xn0AAABz1af1d422dM2dO1eS1L9/f/Xq1atc+bBhw9S2bVtJ0ocffuhV36X1PfvwNHr0aNlsNjmdTs2bN69cua+vr1evBwAAYAavQ5fD4dD69eslSUOGDKmwjsVi0Y033ihJWrVqVbX7TkxM1NGjR6vs22azqW/fvl73DQAAUJe8Dl179+6Vy+WSJMXExFRar7QsLS1NGRkZ1ep7165d5dpX1feePXuq1S8AAEBd8/O2QWpqqnu6efPmldbzLEtNTVVkZOQF7zsrK0s5OTmy2Wzn7dtbBQUF7jMxS18LAACgprze0pWdne2etlqtldbzLPNsU1d9e+uVV15ReHi4+9GyZcuL8joAAOCXgSvSV2LixImy2+3uR0pKSl0PCQAAXMK83r0YGhrqnnY4HJXW8yzzbONN35VdxKwmfXsrMDCwwouvAgAA1ITXW7qaNWvmnj5+/Hil9TzLPNtcyL7DwsIuyvFcAAAAF5rXoatTp07y8Slp5nm24c+VlkVFRVXrIHqp7BmL1em7c+fO1eoXAACgrnkduqxWq3r37i1JWrFiRYV1DMPQypUrJZXcJ7G6oqOj1apVqyr7zs3N1dq1a73uGwAAoC7V6ED6hx56SFLJDaQ3bdpUrnzRokU6fPiwJOnBBx/0qu/S+gsWLHDfTNvTW2+9pZycHPn6+tbo3o4AAAB1ocahKzY2VoZh6M4771R8fLwkyeVyadGiRRoxYoSkkqvKDxgwoEzbyZMny2KxyGKxVBiqxo0bp6ioKDkcDg0dOlQJCQmSpMLCQr3zzjt67rnnJEkjR45Uhw4dyrV3uVw6c+aM+3H27Fl3md1uL1PmeR0uAACAi8nrsxclyc/PT0uWLFH//v2VlJSkgQMHymq1yuVyKT8/X5LUrVu3Cu+NeD7h4eFaunSpBg8erD179qh79+4KDQ1Vfn6+ioqKJJXsVpw+fXqF7Y8ePVrhPRsl6fbbby/z9wcffKCHH37Y6zECAAB4q8bX6WrTpo127NihSZMmKSYmRhaLRf7+/oqLi9PUqVO1ceNGRURE1KjvuLg47d69W2PGjFH79u1VVFSkkJAQ9enTR7NmzdLy5cu5nAMAALikWAzDMOp6EJeCrKwshYeHy263V3r9MAAAUL/Up/U3V6QHAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABMQugAAAExA6AIAADABoQsAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAIALLNNRqJyC4roeBuoZQhcAABdQTkGxer4Ur6H/XCvDMOp6OKhHCF0AAFxAPySfVaHTpeR0B1u7UAahCwCACyg5w+GePp1dUIcjqb6Nh9OVnJ5b18NwO5NzaXxu3iJ0AQB+MRyFxRcsXHy3/7RGz9+mTEehJKnY6dKe1CztPZHlrlPb0PXeuiMa+eFWFRQ7vW6bnlOg1My8cs9n5RfpqfnbFL/3pCRp/8lsDZu5Ude9/k2txlpqa1KGDpzMrnH7uRuS1P2vq/XZtmMXZDz1CaHLSy4X++eBS5lhGCzHNXTgZLaKnC7TX/dsbqF2HMu8IH39/uNtuu71b7Q9pXr9ncrO1x1vr9cnCeUDwIPvb9YX21P1txX7JEkz1x7WTf9cq483HfVoX/PQZRiGXly6R6v2nNSynSe8aptX6NTgv6/V4Onfye4oKlP2ZvwBLdmeqsfmbpUk/Xg00112Nrewyn6LzzP/0+z5+s2/vtcN079TYXH1/1cOnsrRhoNnJEnPL9ktSRrzn+1l+v1fWG5rFbqys7M1efJkxcbGymazKTw8XD169NC0adNUWFj1jDufkydPauzYsYqOjlZwcLAiIyPVt29fzZ49u1oHJh46dEiPP/642rZtq6CgIDVu3FiDBw/W4sWLazWuI2dyatUeQO2lZubpZFa+1+3seUXq9crXeuiDzef9HnEUFstZwy/5E/Y85Redf8vElqQMDZr+rTYdTj9v3QWbj+rB9zcr4zwrxeoqKHZq9Z6T2nXcrpQMhw6fztHCLSmVrtje+Gq/bpj+nd5ac/C8fW8+kqE/frLDvbJ3uQyleOxy80ZKhkND/rFWt85Yr53H7OetbxiG3l93RBsr+EwNw9DX+05Jkv69MbnKfo5n5mnDwTN6dfk+/XA0U+MWba+07rajmcovcuq1FYnlykbP36Y739mge979Xmn2fCWdyVVuQbH+vTFZD3+wWaey8rXzmF2Dpn+r7/afLtPWM7CdyfZuvi9KSNGZnAJlFxQr8aetTjkFxTp21qH9J8+tx77ed1KnPXbl7fHYSvdzB09lq8dLq/XHT3ZUWuewxzpy1trDVYa0lbvTNOWL3dp5zK6h/1yr+2Zv0pakjHL14vee1DWvxGvqqnOf767jdt0/e5PW/xTULhV+NW2YnJysfv36KSkpSZJktVpVUFCgrVu3auvWrZo3b57i4+MVERHhdd8JCQkaPHiw0tNLFhqbzabs7GytW7dO69at06JFi7RkyRIFBgZW2H7ZsmW666675HCULORhYWFKT0/XqlWrtGrVKj3yyCN67733ZLFYvB7bD0cz1e2K5l63A36J9qVl6b21R/TMoA5qGh5cZd2lO1K1Nemsnh3aSX6+Jb8HDcPQqyv2yTCkiUM6ymKxKCu/SAPf+FbB/r76fuIABfhV/dsxJcOhl5ft1ah+V+iEPU9pWflKy8rX7tQsxTQPr7DN9pRMDZ+9Sd3bRGjOIz31/aF0pWQ4dFf3Fuf93th13K7b3lqvW7s20/R7rpJUsrVk4uKduuPqFhrapam77oRPdujImVzdM3Ojkl4dWmmf2flF+tOnOyVJH6w/orGDoiWVhBmXYehkdoEem7NFd1zdXCN/3a7K8RUUO/VN4mnN/O6wEpLPlisPCvBVl+bhembhjzp2Nk//eiBOoYF++mf8AUnSwi0purdnKxUWu9Qy0lqmrWEYOnY2T3e/+70kyc/Xopf+L1ZzNiTphaV79JebOikqPEiBfj4adGVUpWN8b90Rpdnz9KchnfTP+ANK+ylg3zdro6bd3VUDOjXRCXuemjcIlsVi0cFTOXprzUE9fG0bpZx16IWleyRJR165qcz8Ssk4t6vNz7fsfHS6DP0j/oAKi136/nC6e0tYoMf/l9NlyNfHokxHoV5cutf9/L60bA35x9pK30/p5zxqXoJ+TMnUDZ2baOXukl17PV+Od9d78P3NOvLKTXpv3RG1u8xWZowpZ8uHVrujSK+u2Kt7e7ZSlxYNJEn5RU59+H2S/r76gLteUnqueraN1NMLtumbxNMKD/Z3lz06Z2uZPnen2tXr8oayWFTms1uTeEqPfLBFkvSfrSl65Y5Y+fiUlJ/OLtA/4w/o1qua6VTWuQD3+spE5Rc5NXZQtFbuTpM1wFc/JGcqr8ipwVc20eMfJUiS1h44o4Kftop9uaP8Fr0Xf5qfb39zSH8Y2F73vLtRP/40f45n5mnNuH46mu6QNdBXjWyB7s/h2c93Kb/IqabB9WcLWY1Cl9Pp1C233KKkpCQ1bdpUH374oQYOHCiXy6VFixZpxIgR2rZtm4YPH65ly5Z51bfdbtfNN9+s9PR0dezYUR999JG6d++uwsJCzZo1S2PGjNGqVas0ZswYvf322+XaHzlyRHfffbccDod69+6t999/Xx06dFBOTo5ef/11vfDCC/rggw/UsWNHTZgwwev3vibxlA7ZXYq0Big5w6G/3hajcKv/+RuixuZvPqrnPt+lWQ92V/+Ojet6OF4zDEOp9nw1b1B16PCmP5ch+fqc/0fDil1pOngqW7+7rp07yDhdhnx++kJNTMvWvE3JsgX6ydfHolu7NlNwgK9aRFgr7C+vsGTrTXCAr8drnFCQv6/6RZefNw+8t1mnswt0MrtAHz7aU1LJ8SShgX5lvtDP5BRo3KLtyi9yqW/7RhrQqYkk6djZPL377WFJ0q1dmymmebi2JmXIUeiUo9CpfWlZ7pVNZd7+5qCW70qTYUjtGoe4n//0h+MVhq7CYpce/yhBOQXF+ibxtPakZuneWRslSWHBfroxpmm5Nva8In2TeEpDY5vqza8PyOky9Nm245p2V1f5+Fj0x092aE3iacXvO6WhXc6FK0fhuTPbMnILdTq7QI1DAxUREqCtSRlKtefr1q7NNM9jd9W6g2fcoWvsou1auTtNV7VsoH1p2Xp52T7df01rrTtwRln5xWocGqguLcLVwBrgbv/Ksn2asyGp0s9r7f7T2nwkXT/8tMvp0x+OldlNlF/s0tB/rlVBkUvfjO+nsGB/pecUKjIkQL/9cGuZrTWlK8ZXf9r99tKyc0Fl5dO/1toDp9UxKkyGDO04ZtcNnZuoYUiAeyXbIsKqfWnnjg3KLijWyI8S1Ld9I609cEZXtWyguY/01D/iD+iL7an6bNtx9Whz7of+8cy8Mv/Lu1LPbSlLychTkdOldQfPqEebSH2975Q7WHoq8HjvnySkKL/IpfUHz2jVnpNl6h05c/7jxEo/09LAVZGlO07or1+WfE5/vqmj+/k9qVlanHBMca0jdFlooB6bu0UbD5dsFZq/OcUd2j9Yn+Te3Vlqwic71KJBsFbvLdnKl17F1tKdx7M0at4P2nDojJ6/5UrdGddChmFozH9+LFMvOcOhto1Klqd5m5L10caSx8Cflt1Sb359UOsOntE2j12YUskWtlIHT53bOvbzLVcFxU4F+p37vtl5zO7+v5JKPveuU1bJnlek5g2C9dUzv5Y1wE8LNh917xJ2FdRsK+vFUKPQNWfOHO3cWfKra/HixerVq5ckycfHR/fcc49cLpfuu+8+LV++XPHx8RowYEC1+546darS0tIUHBysZcuWqW3btpKkgIAAPfnkk8rKytKf//xnzZw5U08//bQ6dOhQpv2kSZOUm5urqKgoLV26VA0aNJBUsrVsypQpSktL08yZM/XSSy9pxIgRXm+J+27/Gfkkn5uBTcOD9OebOik9p0CLEo5p+K9aKTSIEHYhzN2QJD9fi/7y2S5J0iNztuj133RR3/aXacexTGU6ipSQfFbP3dJZtkA/GYahTEeRIkICyvWVnV8kQ1JYNedN/N6Tmrpqv169I1ZdWzYoU1bsdGnGmoNq0zBEt3drrvwipwL9fCrdAvLud4f16vJ9Gn39Fe6VZXVsOHRGVzS2KSTATyfs+bqisU1Sya+96V/t18Lf9VLnpmHy9bHI37fsr/HvDpzWlc3C9PuPf1Cxy9CZnEJNvvVKzduUrFeX7VNokJ++fKqvfvvhljK//t/8umTX0cQhHXVnXAv3r0ZJyi0o1o3/+E4ul7Tod73UNDxIC7em6I+Ld8rPx6I5j/TUf7amaPT1V6hDk1DtPZHlPoj4u/2nleko1Ko9J/XHxTt0T/eWuqplA73z7SEVFbtkC/JTflHJym3HMbs7dHl+uX6584SKXUaZX+Y/pmRqw6F0LfkxVe8+EKeGtgCtPXBGLSOs2pZyVle3itBXe0pWNCt2p0m7z32+n207pgd7tVabRueCmNNl6MPvk9xbVqSSrROl3vnmkDYfOauE5AyN6n+FrAG+uqplA/1p8Q4t35Wm5HSHsvLOBanOz6/QvN9eozWJ54JITkGxbIElX70WnfufufrFr9zTDUMC3CvGxLQszfzusLts29FMnbDnKT2nUJ9tO/7T/8q5XWm3zVivAx4rsdYNrfr0iWvVwBqgJduPVxm4pJKDqo+dPfc/8e+NR8uUe+7enLHmoFbuSlOqPV+3XdWs3O6x3alZ+r+311d4bM/gv39X7rnlu07o0d5t3X//M/5AhZdcWHugZMX8Y0qmur6wqkzZlqRzW+8Sks/qi+0nlJiWpVfv7FLmOK51B8+o/V+WS5J+E9eiWseM/XHxzvPWkUq2jt12VTMt3Fr1geABfj7lPpvSwCmpTPutyWe1NfmsAnx9FBLoq7M/O06r9MfMpz+UtOneOkLXXtHIHSTvm72pWmP/Ynuqe3rsou1qFBqoJmGByvzZ6+1OtbtDl+du39U/HZw/oGNjxf+0K/fngUtSmV2cnjz/d6WSZc5zl+VXP4Xd0mVvw6F02fNKxnY8M09/W75PE27sWOaHSn1iMWpw5bZf//rXWrt2rfr376+vv/66XLlhGGrXrp2OHDmiBx98UHPnzq12361bt9bRo0f1yCOP6P333y9XnpOTo6ZNmyonJ0eTJk3SlClT3GW5ubm67LLLlJeXpylTpmjSpEnl2iclJbmD3Pvvv69HHnmkWuPKyspSeHi4Wj69UD6B53459b6iod6672o9teBH9xfONZdH6v2He8gaUOO9t6YyDKNMYMgpKJa/r6XMr4vjmXny97GogTVAAX4+7s3snlIyHMorcqpDk9Byr/HVnpOa8Ml2Tbixo+7t2apM2cKtKUpMy9YfBrbXgs1Hdexsnnpf0ci96fl8nuzfTuMHd9SLS/fovXVH9MbdXdW3/WW6LLQkMDgKizVg2rcqcrr0+l1ddeBktjIdRbJYpCKnoQ5NQnXn1c3dn8Hp7AL1eGm1JKmB1V8/ThpU5vWmrUp0h5N7urfUf7amqHVDq27r2kzXRTfWCXueVu0+qS4twpWQfFbLd6W52y5+opdSMvK06UiG7uvZSp2bhWn7sUztPZGlZuHBSrXnqVl4sIqcLo38KEGtIq1yugyl2vM0cUhHfb3vlPvXrST5+1oU1zpCH//2GjmKnHIUFOufXx8ot6KUSr6Et3rsToptHq6dx6s+Rmb84Ghd1+EyxTQP1/Sv9usfHlsCft3hMv2QfLbClWLHqNAyWyi80evyhurZNlLtGtv049FMvb/+iCTpstBA+Vikkx67L1o3tCo5veRHUM+2kTp+Nk/HKzhb6+d8LFLpoUuxzcN17RUNtTjhmM7knAsUV7dq4N4yURVboF+Zz+Dnf//cUwPaa8uRDIUE+rlXUNUxtEtTnc4q0OYKjnk5n26tGsgW6OcOKxVpYPUvt2L11LxByf9nXVzr02KRro9urA2H0lXodMnpMhQZEuDV8W1hQX7Kyq/+NbMWPt7LvZu0ujo1DdNT11+h6zs11qrdJzV6/jb3+J8e0EHTV+8vU/++X7XSwZM5NZqnFXnj7q56ZuF2Bfj6aMuzA7XlSIZ+++HW8zf8SZC/j/vHj6fQQD9lFxQrpnmYYps30PzNRzWgY2M1sgVqc1JGhVv5XrztSv3r28Pllsd2l4Xo0Olz9Xtf0VDrD57/mMZSfj4WFbsM/bZPW4389eX6/Mfj2p2apa/3nVJ2JfPXVeBQyt/vlt1uV1hYWLVf62LwOnQ5HA6FhobK5XLptdde0/jx4yusN2rUKL3zzjuKiorSiRPVO+siMTFRHTuWbE5duHCh7rrrrgrr3XTTTVq+fLmuueYaff/9uYVi5cqVuvHGGyVJmzdvVo8ePSps37lzZ+3du1fDhg3T/PnzqzW20tD1u/e+0/L9lR9o6GlYj5bq3CxM6w6c0Y0xUbrj6haSSn4prtiVpuAAHw2NbaYAPx/lFTqVas/Ticx8tW5o1WWhgcrOLzm12cfHotaRVlkD/BQc4Ktv95/W0u2p6tWuoXq0idTzS3YrzZ6vvwztpN5XNJJUEqTmbEhyr5CuatlAoUF+ahVp1bf7T2vj4XQ90KuNcguKNW1VomKah6tLiwZad+C01h44I1uQn96672p1aRGuY2fzdMfbG5T3swODw4L81Lf9ZfrHsKu0eu9JPbXgR7lchv56e4yuatVAkSEBsgb4KSOnUDf9c617RfTqHbH6/nC6GtkC1Tg0UK8sL7spvCZaRASX+XVuC/TTk/2v0O5Uu/x8LPr8x9QqWks3dG6iYH9fHTqdo92pZefvwE6NVVDsUn6RUxZZavUF6e9rUZHz4qy1KvrVfCH4+1rUs22kV1+MnkZff4XeW3dEjkLvT3m/GAZ0bKwWEcGa+33lB1KHBvpp5ZiS3V/V3bpxPqUrrp+zBfqpW6sG2nHM7v7F/nM3d2mqN+6+Sl9sT9XYSg7ovv+aVurRJlJTVyUqPadQf7yxo1pEBOuZhdsr7dfTrimD1e/1Ne7gOWbguZAQYfXX12P7qZvH1jhPpSvCyoQF+enyy2xltlyeT+kuRKkk8K3/0/WSSr4/dxzLVK92DfVm/EEt23lCZ3IK9NSA9lq1+6S2H8vU3d1b6qNKDpRv3iDYvcv/xiujSraAViDp1aGa+OlObTt6VoH+vlWe7di8QbCWju5TZit7sdOlv68+oF7tGuqayxvK18eiDQfPaM+JLE1btV95RU7NfbSnAnx9dO+sjRrQsbF+OHq2zBYsf1+LXrgtRtYAXx0+nav/69ZcmXlFOnw6R8t2nnDvLvy538S10NS7uurgqRwNfOPbKj/nUg9f20YWS8nuST8fi2Kah5ebX3d3b6EebSI1vooD6UvNerC7woL8dM/Mje7nXrjtSt0V11Jdpqx0fw/O++2vNLySrXDNGwRX+iPqtd900d3dW5Z57p1vDpXZtVra/pIOXQkJCerevbukkgPWhwwZUmG9t99+W08++aQkKT09XZGRkefte/HixfrNb34jSdqzZ486depUYb0JEybo9ddfV1hYmOz2c7/Up02bpnHjxkkq2epltVZ8XMrdd9+tRYsWKTY2Vjt2nP+fRzoXuux2u/IUoHe/Pez+BV5dfa5opF2p9jK/JiOs/moaHqwDp7LPuzL29bGoZUSwktIr3z/ds22kmoUHKSu/2H2WzqXstTu7yBbkp97tGunjzUfdC1SvyxsqOT1XqXbvz2BrEhaoMzmFNT4zTZK6tgjXjuN2GYbUKtIqe15RuRVbgK+PBnRqrOz8Yl3dOqLC40Wqq3FoYLVPPbdYpMd6t9XsdSX/nwM7NS7z5Rzs76uBnZto6Y5U9W7XSLMe7C5fH4ueWfijWkVa1blZmEbP31bhFo17e7aUv6+PsvKK9NWek8otdOqhXq316bbjlf7KTPzrjUrNzFeaPV9B/j76/cfbynyRvjP8av17U7Ie/3U7Pf5RQrlwL0n/uj9Ov/t3gvv9vHxHrKYs2aMvd57Qlc3C1CIiWCt3n1SQv4+io8K0PSWzTMANDfJTdn6xftunrZ69ubPsjiL9Z+tR5eQX659flz0bb9pdXXVL12buA/QTks/q+0NnVOg03PNwWI+WWrXnpBqHBrq36A3o2FiOQqfaNQ5RXOsIrd5zSmsST8lR6NSEG6PVKCRQExaX/76JbR6uz5/sLZdhaHdqlh54b5P7s2waHqT7erbSqP5XyNfHorxCp4bN/F7bPXbntIq06mxuoVaO+bWaNQhWsdOl3AKn+1jTxQnH3EGtb/tGahVpVfvGNp3OKVBs83D97t8/SCoJGT+mZOqThBRd3simR3q3UduJJcfkDurcRDMf7K6Ozy1XfpFLrRta9fTA9nrnm0O6u3tLdWnRQHe/+32F4WvxE9fq6lYNdOxsnvq+tkaS1KahVUnpDt0V10K7UrN0/KeDxEu3RH026lqFB/vr+mklgaGRLUBbn72hwv8vT0VOl/KKnAoL8i8XOHpf0VBFxYZ+1+9ytW8cqqz8Il3ZLFxrD5zWG1/tV+PQQI0dFK0n5/2gu7q3KHNCQukJArZAP2XmFanI6dKg6ed2j1Z1EkRFCotLxll6QPuh0zmKCgtS4slsfb33lGKah+nAyRz1ad9I3VpVfAhMamaebvrnWvW5opH6tm/k/nHQ7rIQffZkb/ehFO+vO6LXVya6l6uPf/sr5RU59a9vD2lL0lkF+Pno2aGddF/PVipyGlqy/biubddIW5MzylyyQZKm3Hql7u3ZSkP/uVYHTuXoisY2NbIFuLe+39K1mXv35NLRfRTTPFxJZ3LVb+o3kqQlv++tLi0aaOzC7Vr8wzF1bx2h/zzeS+3+XPJ/5rm19b9P9lbXlg006b+79OFPP5B+3eEy9x6l0nJPTpfh7mtgpyZ64bYr9du5W/V/sREaOSD20gxdX3zxhW699VZJ0vbt29WlS5cK6/33v//V7bffLknauXOnYmJiztv3m2++qaeeekqSqvxw/vGPf+jpp5+WVHLZCput5FiXsWPH6o033lBERIQyMirfGjFmzBj9/e9/V8OGDXXmTMWb2wsKClRQcG4lZ7fb1apVK6WkpLjHNX9zsn48mqn7r2mtpTtPqE1Dq7YcydCqn44h+fnWF08NQ/zlMlTmV01IoK9chqG8wvNvrfDcqhHbPFyhwX76/lB6hSvK0CBfBfj6yscinc4puzne39fHfd2dRrYA2fOKVOQ0ZAv0VU5B+ZWfLchXw3u2lr+vj77ae1KJHruQBl/ZRGsPnJaj0FVui07T8CD9/Z6rtGR7qhZsSXEHnraNrOrcNExbks7Kz9eiF26N0frDZ7RoS4oev+5yPdL7cncfO49l6t5ZJb+I1k7or4iQABUWu7Ry9wnlF7kUEuinpTtS9d3+MwoP9pOPxaLLG9lU6HTJZRh6Z/jVCv5pa6FUcgC4n6+PGob4a8n2E2oSGiRbkK/Cg/2VfMahLq0aaNRPKyRPw3/VShNv6qRtRzP0Y0qmbuvaXC6j5GyZ9YfP6MqmYeoYFaaC4pIxSSVf2g++t1nbUjIVHuynpwa015vxB5SZV6xIq7/+83gvNbAGyMdHun/2Jh08laOm4UE6mpGnJ65rp9/1a6e1B05r/cEzmr85xT2Wfz0Qp1P2fEXaAtQiIliZuUXy87PoqpYRit97Uit2pem5WzorJd2h0fO36VR2ge7t2VJ/GdpZjsJiBfn5us9A+rkZ8Qd0JrdQxzPz9P2hdN0UE6XX7urqLt93IkvfHTith65to8zcIq09cFp921+mpxZsU2Jatq5uFaHbrmqm27qVPds3KT1X/912XFe3jpCvj0XXtmvkLvtu/2m9tnKfYpuFq+1lIVq4JUXP3txZ/aIb68eUs5q/6age79dOlzeyyeky9GPKWXVuGq4gfx8lJJ1VuNVfLSKs2pqcodAgP90/e7Mkadkf+mjnMbsGXxnlPqGgVE5BsSZ9vlMdm4ZVeeZfpqNQf5j/o669oqEev66k3o5jmbp/9qaSA7of7VnuuL7cgmJl5Ba6z/LbfzJL6TlFatvIqrv/9b0yHEUa1a+dRvW/oky7lAyHtiZl6Larmlc4fzYeStfT/9mmcYOiNaBTExU5XWocFlThuIucLt385lodP5uvf/+2p65qWXYl/vm24+rQxKbOzcqfVDDli936Ynuq/vP4NWp3Wag2HDqjWd8d1vO3Xqk2DUPK1N1yJEMul6HQYD+9vGyfHuvTVk3Dg9Sxacn3pWEYip1ccvzVgpG/UmGxS9FRYTJUEkKW/HhcU1ftV2zzcM0feY0k6bUV+/Th98n63a8v1+8HtK/w/VVl9trDWvzDMb37QJxaRYacv4EXHpuzRZuOZGhgp8b6+7BuF7Tv6nK5DPf/x6FT2Tqakade7RoqyN+3TL09qXY9+/kuPXxtG916VcnymJVfpGU7T2hQpyaKtJW/EkB+kVPPfb7LfXiELdBXS0f3VaPQQB06la35m1P0aJ+2Cg3y09SVierT/jJd3aqB7vrXBuUXubTqmevcx9qO/ChB2fnF+vDRnu4fMwXFTgX4lhwLu/VIhr7YkapH+rTVA7M3qWebSE376czfnIJivbBkt/q0b6QhsU31yrK9ysgt1NS7upZbliVp65EM/WdrisYPjnYvE1lZWWrZsqUyMzMVHl7xGcumMbw0b948Q5IhyThw4ECl9VatWuWut2HDhmr1/dJLL7nbFBUVVVpv5syZ7nqpqanu50eMGGFIMpo3b17l6/z5z382JBkBAQGV1nn++efdr8GDBw8ePHjwuLQfhw4dqlYWuZgujSO968DEiRP1zDPPuP92uVzKyMhQw4YNa3R9L1w4pb9aPLc6om4wL+oX5kf9wbyoP0r3VFXnMKeLzevQFRp67sy00ouPVsSzzLONN31X9o9aWd+l01WNy7O8qnEFBgaWu/hq6eUnUD+EhYXxZVZPMC/qF+ZH/cG8qD98fOr+zodej6BZs2bu6ePHj1daz7PMs82F7DssLMx9PJdn+7Nnz1YZvErbV3dcAAAAteV16OrUqZM7Le7atavSeqVlUVFR1d6k53mwfXX67ty5c6Xtd+/ercqUtr/yyiurNS4AAIDa8jp0Wa1W9e7dW5K0YsWKCusYhqGVK1dKkgYNGlRhnYpER0erVatWVfadm5urtWvXVth3nz59FBwcXGX75ORk7d271+uxof4IDAzU888/X+m9N2Ee5kX9wvyoP5gX9Ue9mhc1Ofp+9uzZhiTDYrEYGzduLFf+n//8x322wOrVq73q+9lnnzUkGVar1Thy5Ei58r/97W+GJMPX19dITEwsV37//fcbkoymTZsamZmZ5cqfeOIJQ5IRGhpqZGRkeDU2AACAmqpR6CoqKjJiY2MNqeTyDKXByul0GgsXLjTCwsIMScaQIUPKtfW8FENFoSozM9OIiooyJBmdO3c2tm7dahiGYRQUFBhvv/22ERAQYEgynnjiiQrHdvjwYSMkJMSQZPTt29fYv3+/YRiGkZOTY0yZMsWwWCyGJONvf/tbTd46AABAjdTo3otSyT0M+/fvr6SkJEklux1dLpfy80uuEN6tWzfFx8eXu6H05MmT3fdLPHLkiNq0aVOu74SEBA0ePFjp6SW3HQkNDVV+fr6KikouJDpo0CAtWbKk0k2Fy5Yt01133eU+mD48PFw5OTlyOksu9vnwww/r/fff59IPAADANDU+f7JNmzbasWOHJk2apJiYGFksFvn7+ysuLk5Tp07Vxo0bywWu6oqLi9Pu3bs1ZswYtW/fXkVFRQoJCVGfPn00a9YsLV++vMp9szfddJN27NihESNGqE2bNsrLy1ODBg10ww036JNPPtEHH3xA4AIAAKaq8ZYuAAAAVF/dXykMv3hz5syRxWI572P16tWV9nHy5EmNHTtW0dHRCg4OVmRkpPr27avZs2eL3xXnOBwOLV++XH/96191xx13qHXr1u7Pd/LkydXqo7af9aFDh/T444+rbdu2CgoKUuPGjTV48GAtXry4lu/u0lKbeTF58uRqLTMHDx6ssh/mxTnp6en64IMPdP/996tz584KCQlRYGCgWrRoodtvv12fffbZeftg2bgwajMv6v2yUYfHkwGGYRjGBx98YEgyfHx8jCZNmlT6+O677ypsv3XrVqNhw4buEzRsNpvh5+fn/nvQoEFGfn6+ye+qflqzZk2l9yV7/vnnz9u+tp/1l19+aVitVnf9sLAww8fHx/33I488Yrhcrgv4juuv2syL0hOS/P39q1xmKjpZqRTzoizP/2NJRlBQkPukrNLHkCFDjNzc3Arbs2xcOLWZF/V92SB0oc6Vhq7WrVt73dbzbNeOHTsaW7ZsMQyj5GzXGTNmGP7+/lWe7fpLs2bNGiMiIsIYMGCAMX78eGP+/Pnuz+98K/raftaeZxb37t3bfcmX7OxsY9KkSe4vtF/KmcW1mRelK5brrruuRq/NvChPktGzZ0/j7bffLnNj5CNHjhiPPfaY+zO5//77y7Vl2biwajMv6vuyQehCnatN6Cq9rltwcLBx+PDhcuUvv/xyldd1+6UpLi4u91zr1q2rtaKv7Wddeg29qKgo4+zZs+XKR44c6f5V+Uu4hl5t5kVtVyzMi/K+/vrrKssff/xx9wr36NGjZcpYNi6s2syL+r5scEwXLmkffvihJGnYsGFq27ZtufLRo0fLZrPJ6XRq3rx5Zg+v3vH19a1x29p81rm5ue5jIZ544okKbx4/ceJESVJWVpY+//zzGo/zUlGbeVEbzIuK9e/fv8ryxx57zD29devWMmUsGxdWbeZFbZgxLwhduGQlJibq6NGjkqQhQ4ZUWMdms6lv376SpFWrVpk2tv81tf2s161bp7y8vCrbt2nTRp06daqwPS4c5kXNBAUFuadLr/kosWzUhcrmRW2ZMS8IXag3Tp8+rbi4ONlsNgUHB+vyyy/X/fffr2+++abC+p43Rfe82fnPlZbt2bPngo73l6S2n7Vn+6puNF/avqob1uOc3bt3KyYmRsHBwbLZbIqOjtaIESO0bdu2StswL2rG83soNjbWPc2yYb7K5oWn+rpsELpQbzgcDv3www8KCAiQy+XSkSNHNG/ePPXv31+PPvqoiouLy9RPTU11Tzdv3rzSfkvLsrKylJOTc3EG/z+utp91afuIiAhZrdbztvd8PVTuzJkz2rt3r6xWqwoKCrR//37Nnj1bcXFxevbZZytsw7zwXmZmpl555RVJUt++fRUdHe0uY9kwV1XzwlN9XTYIXahzzZo10/PPP6/t27crPz9fGRkZcjgcWr9+vQYOHChJ+uCDDzRmzJgy7bKzs93TVS0gnmWebVB9tf2sS6erautZznyqWvv27fXaa68pMTFR+fn5Sk9PV25urlauXKm4uDgZhqGXXnpJ06ZNK9eWeeEdl8ulBx54QCdOnFBgYKDefPPNMuUsG+Y537yQ6v+yQehCnRs0aJAmT56sLl26uG/v5Ovrq2uvvVYrV67UbbfdJkl6++23deDAgbocKlAvDB8+XOPHj1eHDh3k7+8vSQoICNCgQYO0bt069ejRQ1LJhSLtdntdDvWS94c//EFLly6VVPId1LVr1zoe0S9XdeZFfV82CF2o13x8fDR16lRJJb9yvvjiC3dZaGioe7r05uYV8SzzbIPqq+1nXTpdVVvPcuZTzQUFBenll1+WJOXk5Cg+Pr5MOfOi+saNG6cZM2ZIkqZPn65HH320XB2WDXNUZ16cT31YNghdqPeuuOIKNWrUSJJ0+PBh9/PNmjVzTx8/frzS9qVlYWFhstlsF2mU/9tq+1mXtj979myVX2il7T1fD97r1auXe9pzmZGYF9U1YcIE9y6o119/XU8//XSF9Vg2Lr7qzovqqOtlg9CFS5bnmUKeZ538XGlZ586dL/qY/lfV9rP2bF/VGT+l7as6cwi1w7w4v/Hjx+v111+XJL322msaN25cpXVZNi4ub+ZFbZkxLwhdqPcOHTqkM2fOSFKZCw9GR0erVatWkqQVK1ZU2DY3N1dr166VVHLsGGqmtp91nz59FBwcXGX75ORk7d27t8L28M7GjRvd0z+/WCfzomrjxo1zH9Lw2muvafz48VXWZ9m4eLydF9VR58tGja6TD1wg57tpqMvlMv7v//7PfUPsffv2lSkvvf2G1Wqt8Aamf/vb37gN0Hl4exugmn7WpbfXaNq0qZGZmVmu/IknnjAkGaGhob+IW51UpDrz4nzLTH5+vvGrX/3KkGSEhIRUeCsT5kXFxo4d6769zNSpU6vdjmXjwqvJvLgUlg1CF+rUkSNHjB49ehj/+te/jEOHDrkXGqfTaXz//ffG4MGD3QteRTeL9bzRbOfOnY2tW7cahlFyo9m3337bCAgI4IbXP5ORkWGcPn3a/WjZsqUhyRg/fnyZ57Ozs8u0q+1n7Xkj2b59+xr79+83DMMwcnJyjClTphgWi+UXdVNfw6jZvPjmm2+MAQMGGB999JGRkpLifr6wsNBYvXq10aNHj/PelJd5Ud6ECRPcn9sbb7zhVVuWjQurpvPiUlg2CF2oU0eOHHEvBJKMwMBAo1GjRkZgYGCZ5x955BGjqKiowj62bt1qNGzY0F03NDTU8Pf3d/89aNAgIz8/3+R3Vn+Vbk053+Ohhx4q17a2n/WXX35pWK1Wd/3w8HDD19fX/ffDDz983l+r/0tqMi/WrFlTpiw4ONho1KhRmfng4+Nj/PnPf67ytZkX5yQnJ5f57Jo0aVLl4/XXXy/XB8vGhVGbeXEpLBuELtQph8NhvPnmm8Z9991ndO7c2bjssssMPz8/w2azGR07djQeffRRY926deftJy0tzRgzZozRvn17IygoyGjQoIHRp08fY9asWYbT6TThnVw6ahO6DKP2n/XBgweNESNGGG3atDECAgKMhg0bGjfccIPxySefXOB3Wv/VZF6cOXPGmDp1qnHnnXcaHTp0MCIjIw0/Pz8jLCzM6Nq1q/H73//e2LFjR7Ven3lR4uc//s73qGz3L8tG7dVmXlwKy4bFMAxDAAAAuKg4exEAAMAEhC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgB1xul06o033lC3bt0UEhIii8Uii8Wizz//vK6HBgAXnF9dDwDAL9fTTz+tGTNmSJICAgLUpEkTSVJQUFBdDgsALgruvQigTmRnZ6thw4YqKirSa6+9pnHjxslisdT1sADgoiF0AagTW7ZsUc+ePSWVBDCbzVbHIwKAi4tjugDUCYfD4Z4mcAH4JSB0ATDVnDlzZLFY1K9fP/dzpQfQez7fpk0bWSwWzZkzRzk5OZo0aZJiY2MVGhoqi8WipKSkMv1u27ZNjz76qNq1ayer1SqbzaauXbvq2Wef1ZkzZ6oc08aNG3X77berUaNGCg4OVnR0tP7yl78oJyfHPd42bdrU6n0XFBSoW7duslgs6tmzp4qKiiqsd88998hisahZs2bnHTeASwuhC4CpgoOD1aRJE0VERLifa9KkifsRGRlZpn56erri4uL04osvav/+/fLzK3/+z/PPP6+4uDh98MEHOnz4sCwWi4qKirRjxw699NJL6tKli7Zt21bheN5//3317t1b//3vf5Wenq7AwEAlJSXp5ZdfVo8ePXT27NkL8r4DAwO1YMEChYSEaMuWLfrzn/9crs7s2bO1cOFC+fj46KOPPlKjRo0uyGsDqCcMAKgDa9asMSQZlX0NtW7d2pBk2Gw2Iyoqyvj000+NwsJCwzAMIyUlxcjNzTUMwzCmT59uSDJCQ0ONV155xThx4oRhGIZRXFxsbN261bj++usNSUaLFi2M7OzsMq+RkJBg+Pn5GZKMfv36GXv37jUMwzAKCwuN+fPnGw0aNDAaNGhgSDJat259Qd73e++9Z0gyLBaLsXLlSvfze/fuNaxWqyHJ+NOf/nRBXgtA/ULoAlAnqhu6fH19jR9++KHCOqdPnzasVqthsViM1atXV1inqKjIiIuLMyQZ06dPL1M2ZMgQQ5LRoUMHw+FwlGu7YsUK9xgvVOgyDMMYNmyYIclo0qSJcfLkSSM/P9/o2rWrIcno2bOnO1wC+N/C7kUA9dqNN96obt26VVg2b948ORwOde/eXQMGDKiwjp+fn+69915J0sqVK93PZ2Zmuv8eP368goODy7UdPHiwevXqVdu3UM67776rtm3b6uTJk3rooYc0btw4bd++XaGhoZo/f778/f0v+GsCqHtcHBVAvda7d+9Ky9atWydJ2rVrl6Kioiqtl5eXJ0lKTk52P/fDDz/I5XJJkq6//vpK215//fX6/vvvvRrz+YSFhWn+/Pnq06ePVqxY4X7+nXfe0eWXX35BXwtA/UHoAlCvNW7cuNKy1NRUSSWhqjRYVcXzMhWnTp1yTzdv3rzSNi1atKjOML32q1/9Sn/4wx80bdo0SSVnLQ4fPvyivBaA+oHdiwDqNV9f30rLnE6nJOl3v/udjJJjVKt8/PwyE3UpMzNTixYtcv/9ww8/KCcnpw5HBOBiI3QBuGSV7lLcuXOn1209t6AdP3680npVldXGiBEjdPToUTVv3lwNGzbUgQMH9Pvf//6ivBaA+oHQBeCSVXq818aNG8scr1UdV199tXx8Sr4C16xZU2m9r7/+uuYDrMSsWbP0ySefuK/H9d5770mS5s6dq/nz51/w1wNQPxC6AFyyHnjgAQUHB8vpdOrJJ590726siMvlUmZmpvvvBg0aaNCgQZKkqVOnKj8/v1yb1atXa8OGDRd0zPv27dPTTz8tSfrjH/+o/v3767bbbtOoUaMklewqPXLkyAV9TQD1A6ELwCUrKipKr776qiTpyy+/1A033KD169e7w5dhGNq3b5/eeOMNxcTEaOnSpWXav/jii/L19dW+ffs0dOhQJSYmSpKKi4u1cOFC3X333WrQoMEFG29BQYGGDRsmh8OhX/3qV3rhhRfcZdOmTVNMTIyysrJ07733qri4+IK9LoD6gdAF4JL21FNP6bXXXpOvr6/WrFmjPn36yGq1qlGjRgoMDFSnTp00duxY7d27VxaLpUzb7t276+2335bFYtHXX3+tjh07qkGDBrLZbLrnnnvUpEkTTZo06YKNdfz48e7rcX388cdlbmkUFBSkBQsWKDg4WJs2bdLzzz9/wV4XQP1A6AJwyRs/frz27dunMWPGqEuXLgoKClJmZqZsNpt69OihCRMmaMOGDbrvvvvKtR05cqTWr1+vW265RZGRkSooKFDr1q01ceJEbd68ucw9Imvjyy+/1JtvvilJevvttyu8HteVV17pvoTEq6++WuWxZgAuPRbDMIy6HgQA1Fdz5szRI488otatW9erS04AuPSwpQsAAMAEhC4AAAATELoAAABMwL0XAcALKSkp6tGjh1dtWrZsqS1btlykEQG4VHAgPQB4ISkpSW3btvWqDQfhA5AIXQAAAKbgmC4AAAATELoAAABMQOgCAAAwAaELAADABIQuAAAAExC6AAAATEDoAgAAMAGhCwAAwASELgAAABP8PymdIjsNs6NlAAAAAElFTkSuQmCC", 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", 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    " ] @@ -3006,41 +2873,9 @@ "fig = plt.figure()\n", "ax = fig.gca()\n", "\n", - "abs(dataOnlyOneBeamFFT).plot.errorbar(ax=ax, x='freq_x')\n", - "ax.set_xlim([0.5, 250])\n", - "ax.set_ylim([0, 0.05])\n", - "plt.show()" - ] - }, - { - "cell_type": "code", -<<<<<<< HEAD - "execution_count": 19, -======= - "execution_count": 80, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure()\n", - "ax = fig.gca()\n", - "\n", - "abs(dataOnlyOneBeamFFT).plot.errorbar(ax=ax, x='freq_x', fmt='r')\n", - "abs(dataWithoutModulationFFT).plot.errorbar(ax=ax, x='freq_x', fmt='b')\n", - "\n", - "ax.set_xlim([0.5, 250])\n", - "ax.set_ylim([0, 0.02])\n", + "abs(dataWithoutModulationFFT2).plot.errorbar(ax=ax, x='freq_x')\n", + "ax.set_xlim([1, 40000])\n", + "ax.set_ylim([0, 0.00005])\n", "plt.show()" ] }, @@ -3048,16 +2883,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Without Modulation # 2" + "## Only One Beam # 2" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 20, -======= - "execution_count": 81, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -3427,13 +3258,9 @@ " fill: currentColor;\n", "}\n", "
    <xarray.DataArray 'CH1' (x: 1200)>\n",
    -       "array([0.49 , 0.53 , 0.533, ..., 0.522, 0.498, 0.454])\n",
    +       "array([0.215, 0.197, 0.195, ..., 0.194, 0.218, 0.198])\n",
            "Coordinates:\n",
    -<<<<<<< HEAD
    -       "  * x        (x) float64 0.0 1e-05 2e-05 3e-05 ... 0.01197 0.01198 0.01199
    " ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " dtype='float64', name='x', length=1200))
  • " ], "text/plain": [ "\n", - "array([0.49 , 0.53 , 0.533, ..., 0.522, 0.498, 0.454])\n", + "array([0.215, 0.197, 0.195, ..., 0.194, 0.218, 0.198])\n", "Coordinates:\n", " * x (x) float64 0.0 1e-05 2e-05 3e-05 ... 0.01197 0.01198 0.01199" ] }, -<<<<<<< HEAD - "execution_count": 20, -======= - "execution_count": 81, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "filePath = r'F:\\Jianshun\\AccordionLatticeShorTermStability\\withoutModulation_2.csv'\n", + "filePath = r'F:\\Jianshun\\AccordionLatticeShorTermStability\\onlyOneBeam_2.csv'\n", "\n", "data = read_csv_file(filePath, csvEngine='pandas', csvKwargs=dict(header=[0], skiprows=[1], encoding = \"ISO-8859-1\",))\n", - "dataWithoutModulation2 = xr.DataArray(\n", + "dataOnlyOneBeam2 = xr.DataArray(\n", " data=data.CH1[0,:],\n", " dims=['x'],\n", " coords=dict(\n", " x=data.X[0,:].to_numpy() * 1e-05\n", " )\n", ")\n", - "dataWithoutModulation2" + "dataOnlyOneBeam2" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 104, -======= - "execution_count": 82, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 25, "metadata": {}, "outputs": [ { "data": { -<<<<<<< HEAD - "image/png": 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uWPDdCumr6objyEiOh1k0TEZyHKobW4T6lEiT0Mr3IHDEIyqPwnOMo0WWr7C2b0xOOor21eDhD77Ewx98haL9NcE6edvAa7toW7X3PV9UzmTjS8UVlseVtHv1Y8RiF+/YifpLJHCTrcTPeeC1b1xeBrJS6HV4EFiL6prapNWpRcY85F3vRNZH9T0nDxWz2ANxQ1xPtGDUV2bUNYnHIjktTSJyjCPTV1jaN2tENsbdv67LEexjG/cjLSkOD1w4DK0dPqa6lm8u447VEm0rr48QKuuaua7XwjKWdscumo793GQr8fPrT6Sk44HneLmlo9PwMzKXLhg5AM8WVUirU+Seb4+2mPohz3rHuz6q7zm5qCeLPQy3xPVEA7S+YkWkT51MT8Z7jOOEr5i1b/7kPDy1qTwkVg8IxPBd//IOVNQ0MdWz4cvvcD2H7aJtteMjORlJ3PcQrMZSxthF07Gf22ydXpCNm6YN4r6PxT4ytkbzBAi8HPXEZaMxLT+Lqc6KGv4fLaz9WFHTbOqHALjWO9b1UX3PyUc9WexBWMWZeBCIMzkrP8s10gORwqyvCBnJcbh7Rj7uW73H8LhHtE+dSk/Gk4HDSV8xat+YnHRMfnCD5b2vbTuIrJREVDeKbeCNbBdtK4uPGEH6+fIJuXhmSzl1PMzuNQtFkDV2bsgaw4obbf3t1EF4bdvXTL7Kah+LzyXEenFWfhY6ff6QJ3BGvP7JQfx26mlc85ilv/ulJOC1bQct/XDLHVO51jur9VF9zzmDerLYg5AZ19PdY0FY5C/qmtqx6+t6prigW/65q0vsnRVEjuX8kQMwYWBfKYsaOcYBEBL3oz/GEfEVHp/Qt297ZT2qG1st21Dd2IrC0+zJYuhtF50XLD6iR9vP8bFe6niY3bvw3CHYVl5H7WdZ81zrLzTckrGFx7fDadOiWfmWY8tjH4vPVTe2Ylt5HbZX1jP9CBGJW2Tp7znjTjHdKBM/fG7LATy6NhCbnNk7gemHsdn66Kb41e6EerLYg5ApXdLdY0FY++qlrQeZrvu/XYfxf7sOB2PvItVP5BhHP35ZuvHj9ZVwxccBwIodh5ivZalTdF6IxHrp+5k2HkY6i1knUj4ueW+PaT/LjN+bXpCN+ZPzsHxzObR7Uq8HmDcpz1XzndW3w02v+Bg0txnHFwKBsV7KuCY4FZsp4stW/c0aX3zf6i+D/9bGJ4uOl5viV7sTarPYg5AR10NLt0RiQdyWbkkUp2KbSOzdkxHsJ5Zjbh5fkeETkYh7syvJwXrfwnOHILNPAvV4jTYeQNcMLvVNbbjhVet+5okns2JNSRWe3lQeUqffDzy9qRyjTkl31Xx3KoRDhDUlVUwvudRTYg+NYI3Z5Z1PovPPrL+Ly2qFyrS7RrotfrW7oDaLPQirOBPAXJqlJ8WCsPSVHWT0k50UXrSsIwTWGLAxOek446GNUuLjslISmI6i7aKPDxOJd+v0+dHR4UPvhBgca6W/lZqVmoirCvOYj9X0kL+RVGcs/czal1axam6a71pfz0xOADxAzbFWQ7+38m3Reo3qon3e1uHDgrd2M9Vh1Y+kjuqG43j+PxWW5WnXcBY/sCPHBdD72+4aKupbboxf7Q6ozWIPQis9QGPWiGzq5OxJ6ZbMZBpkYLefnA4FYJWp2F5ZL8UnAvFdQ4XkRsxwSpLjzrd2U99Gpd1nB965N2fcKXh03T7TMq3GxS3z3UqayKkQGKs5Rvt81ohsvPzxQTRRfkToMetHEVmm2WNPCfocy5xyKpbT7hoq6ltOS5D1VNQLLj0MEoNE4+lN5VRZgZ4WC0KTaZCFaD+FSxaCRaZCdnzck5eNDsbr2eGs/JPwpEOSHNebyJZY1SMKbz/nZibbLtcN851FmsgJORSrObZ0danh51UNLXhqUznzRlGLvh9FZZlyM7+XZDKbU+lJcY6Hw9hdQ0V9y0kJsp6KerLYw+j0+bHqM/NFlfb4vyfGgkwvyMYZg0/CkHvWSC9bpJ/CfTRoFQMm2ydIfVvLalF8oAaAB6m94nDf6j1cdpccasSTl2VJl+RYtOoLy7ozkuPw79umID5W3m/xSKRGi/R8Z5Umku33LKnslm8OjeO0i7YfRWWZ9OUAxnNqwsC+GH+qHJUFK7TzqrrhOO5Z9QWOtnQw3WvHt9wUv9odUJvFHoadoyUZsSBtHT68VFyByrpm5GQk4fIJuVK/VJ3g5a2VTNf1SYhBUnwsvjlqHXenjRNijT3s9Pnx7KYDwuNH6jlc34xd/z0CwIPcvtZjYBYD5kR8UIzXg8JBmSgclBm0+9ktB7jiGbV9wHOMZdbWbeV1TDbUNbVje2W91KNZXo1Mq3hKwNoHRcdW1hznkSaSeSTOUq9spbCM5DiMyUnnssGIrJSE4Hi0dfjwwn/K8UlFPZLjY3Dh6B/iprN+FJHNEplXxWW1zBtFfZ/YqVdhH7VZ7GHYOVqyGwuydHVpiATHfav3YN6kPCyYYa7nFinWlFTh0bV7ma4dnZOB+FgP1pZ+a3kt6SfW2MM1JVW4+Z+fmUpwaDE60qLFPtkZA6vUZn7Yjw8SjWeUfTzKU57sulnn3trSast4SgKJT5aVjg2QO8edTEPndBm81DW144yHNgbnvagNLR0+rC2txs6D9SFvsa/cdRjJ8TF45FcjInYMy9MufZ8oIou7H+kopGNXekE0FmTp6lI8tak85Be5zw88takcS1eXMtkVTkjMUHM72watrb3TcqOojRNijT0kcXKsG0Wg6/hZxT65eQwIIunTZB+P8pTnxNGs1dwDwBRPSXj6xJjLSscme46L9KGMfo9UGI123ova0HBCduYpA7kjAGhq68T1EUx3x9sulZ7PPXj8fn/3Sr3RzWhsbERqaioaGhqQkpJiq6xOnx+FD6xnklLYcsdU06dBPLItbR0+nL7wfdOjG68H+HLJOa45kiZSJTxHQV6P9fHUnj9NR6/4GMvyyRHfv2+bgknL1uObo/QsMUb3kfHjaYfIGLC2w8qfWOsqfGCDZfo0mXWG1i9n/ti1w0iTkcU2PWY+q+1HAKbz3Yk5TnyLRXpFtp9Z1ev1BLQmZX95auf9GQ9tdEy6y2kfpcEzpgSn5nM4kPn9HWnc8c2sCAusMVda6QUaPOnoXiqusNxE+fyB64wIR2rBtg4fnt18APe8XYJnNx/Af/bXcG0Uc9J7McUxvfpxIP6RNXb0peIK5o0iQXs0yBP7ZDYGNGSnkCzaV4MH1+zBH17fiWVr9mD5pgNYufNQUOCXJX0a4Iw0BjkOj0Tdejv0c491busx81nt2FnNd7tz3AizlHJaWEJgeFNRWtV7zcQ8S7tEIH2+vbKeKxUkL2ZzkszDhz/4Eg9/8JVlmlLZfatHpedzBypmsQfBGi+ilV6QQWWddaYI2nXhSC1oFGfFu0AnJrBNJdJG1rFg7TsASIqPwV908Ui8sU889fGUz5JC0irWjoy7UYox/TVOxTgRKRKarTJkf0RwMs6OpezN+75jKovXv2gp5bRYpfMTWUNIvbRxfnP7fzF/ch5WfVYl9CKKFd8ebcH5IwcYp4LsFYcjx9mzvpjVocdoHpql4BPtW5JCkudcs7tIskUrarPYg4iUFEZOBtvmU39dOFILkjgrPbzPLk9J74Wvqo9aXkfayNrHrH0HADdNGxTSH7xjyVMfT/lWKSRZXl6p0oz7ljumBqU46prakNE7AVkp4ZHGmF6QDZ8P+M2roTY3NLdHJO2lk3F2VmWvKanCR3trmMri9S8gVALFKoOL3jY7awjtx8uR5nY8takc/7h0FNKTE1C0/zs8trGMu200SJ8byb/4/H7MfeZjaXUQzOahUQo+0b6lpZDktVcRXtRmsQfhdBokWhzj5RNycd/qPZbxTJdPyO1SlqieIGs8ZVuHD8s3h24UefF6gEcvGYXhiz8wbaMHwOB+ffD2rkPITA5sbr5pNB+Lyyfk4ulNZZZH0V4PcOVPQ8XWedPodfr8uOftElPJE33qNZZ2mKWQZNEuJPgB3LVyN463+5CVkohZIwc4ujmkxQcuec/4ZQ2Zmn88ccHj8jLQr088d8iCGSzrAZmnLOjnOA8iEih215B737b2yyXv7cGWO6ZiXF4GVuw4ZPspo1Gf69ve6fPbTkVKZJO0qQT/9K71OJL+Iv/m7VsR/UiVns8dqM1iD8LJNEhWxxHzJuUZPsEjzJuU12VjIqoHyXMswhJnxcK8SXnonRhr2cak+Bhc/ty24P9PS4oLLqy0sYiP9WLx+QWWT970/UeI8XowNjcd73xezdSW+9//MvhvI8kTo/5laYdZCkneWLu6pnbc9MYuAM4eO9N8afbYkx1Pg8d7vBfj9eDSn+RYpvhjhXU94ImJpfmoU9jRlH1swz4mvVTt/WRtFV1SWPvcah1nqZ/ILPGmEtTGDor0La9+pErP5x7UCy49DCfSILFIwCyYkY/rJudBP9+9HuC6yaEabCKxcLxp8Hjjp/Tobae1kfzfJp30TcOJI65UXZybfixInFxSfEyIDR5K/xHWlFQxbxT16CVPaP3L2g4j7MYhOSWtYeZLrBuycKdzbJQQx0ZgXQ9Y21gwICXsWqqi8bRrSqq4Nt3kfrK2ZlNS26UlxZnGtPKswWbr+JOXjcZ1k/MM466TE2Lw5AmZJZFUgkCgvaJ9yzsnVHo+96CeLPZAZKZB4jnqWTAjH7ecfTpTdgfeWDiRIyeR+Cktn9/7c/RO7DqF9G08Ob0Xnt1SYSj3QuxKjPXilWt/YhqDRcbsP/tqsGLnf9Hc1omxuRm48qf07Bg8R4RmLN9cjj9M+5Fl/7K0Q4/dOCQnUhyypHtjIZzpHDt9fqzcdYi7Pi0Lzx2CzD4JXOsBaxurjrSg0+cP69MhkXha3rAI/f361Hb6eFoAQrGXRpit49MLsnHL2aeHZHD56WmBrEgTl20QfgJqR2+U9d7fTjkNhadlqvR8LkJtFnsostIg8R71xMd6cc2kUy3L5Y2vFDlyYomlNOONTw4atkXbxuKyWlNdQD+A6sZWeD0enD9ygGl9MV4PJv3oB5j0ox8w2SeaMkyPzw/cv9r8uIqnHVp4YyppdctI9Ubit4r2f2er3+zEWIkenW4rr0Ndk/iTxYzkOGT05tsoAoHxy0iOs6y7tqlNSio+HkRitHnDIrINxtlqbZXZB2Z1xcd6MW/yQMyb3PXvxWW1wv6tbW9WSiJ1baPNAdYxuemswWqT6DLUMbTCFrKkU/SY6XEZxbGI2BEf68W8SaEvhbDCcoztVP+Eu8yKWrYje5FxZtEudKJuLWtKqjBx2QbMWb6V661WFt/kIVzHe3pIHOic5VsxcdkG5mP9GK8HFzD+OAi39AnvGgLw2xiNsXR2xoG0d21pNVo6jDNKmc0BkTFRuAO1WVTYwkk5Hp74SlE7aHGGLLAcY0dKrkh2mbl92Y7sRcf5yctG29YoFG2vVTpEGjdNGyw19hcQ9xfW+1j8nDcONKUX27hFQvqEN0abNR0qEBj/aIylExkHozSlNFmhtKQ40zngRNy8wnnUMbTCFk7L8bDGV9qxQx9nOCAtEcvWfMUl9UPD6f6xUzcAnNQ7DjVN7ZZtvWtGPtbt+dbxcd5aVouisu9w+EgLstMSkZGUgIzkeNy3eg/qm9qk121HyuO3U0/Db6eeJiX2lyDqLyxjnZEch6I7zsSur4+guuE4lry3B3VNoVI7PHGgnT4/Xtt20LJdRse14YJ1DWFtCwBkpSTgt1NPc8Jcx2HxlfSkWFz6kxx4EDjmHn9q32D6UKv5khDrDcrr0JAZN68ID2qzqAiBR9+NVY4HAIr21aD4QA1wYgEam5uB7ZX1IfUY1W8V52NXFkgfS1nX1MYl9aPVK9MHtcuQK+IZE0KM14OF5+YbikeTO//0i2HYebDesq294mOC7aCVRdphZStNu3BbeR1qmloxadBJIfckJ8Q4IvkkEtfp17WVFZYxtBozP4DZY0/Gu58f7lIGy1jff8Ew9IqPwYSBfVFcVmu4UdS2kcRGjsvLoNrNGuM36KTeWPzOF6YvtTkFrd/1f/f5/czxiiR0oris1tCPndwA6XVO9S/JAMDWstrgWvuTvAx4vZ4u11itSUsvHG74hI9lvlQ3tuLRtXuDL6iQ+8LdTwq5ePx+noQ7inAT7kTkoun1zO4DYJg2y+NBl3RP2amJmDUiOySFFo+Wnsz0gEZpAL0eMGkP6usGIGyXzDGh3c/SVlpKvvSkOCw9kQrMylaaTiPQNVuGUfucSP349q5D+P3ru7juIanPAPYxZbXdbMzM+snIFrN6WNt9dWEu3i+pptot0n9Gc8gpaP1utM6wptG7ujAX4/IyhP3YDmb+QWxo6/Chuc04nlBrE8C/JvGOt1GfhKOf3EK4v7+dRG0WXU44nY2Wvon83rOKJzH6Bb+2tJoplZsZrPWb2SH6q7Wtw2cq9UPrM739T1w2WujYRXRMrOz6x6WjMGN4f+a2WpWn1W6j2Tp/ch5zmi9a+2SOLRB4MjRn+Vaue8yEj43sZh1DFl/isYVgNNZ/W7dXWMBba3dqr3ju/iOY6YPKQKQ/Wbhp2mD8dd1eW34sgqz2aG3iXZNE5guvTd1pw6g2i4qwES5n6/T5MXHZBuovVhIrteWOqcxfzp0+PwofWG9LFsVO/U5j1WcEUdtFxqTT58fWslrc8OoO06ckWSkJKLrzTCZ7WOzol5IAwGMqE+T1gEumyMkxJ/1UVPYdXvhPBZrafNLK1toNgGkM/33bFJzx0EYpUkc0W7Q+wjIv9U/+zewWST3n9QBfLjnH8kha5AcC69zkgdXPje6z68ey22NnTZK1ptuxSfaPRqfoTptFFbOoAGAvNZZZmbIWFVlaejJhjXcTtZ13TKyOqLRUN7bisQ378ftpg6TYwTLOvHqWTo057ThdFlq7Aba0aC8VV0jfKOptIX3IOi/NHiOQcrdX1lPj36zw+QMpN810V0VDD2RpjBLINmTOuFO4n8jK8GPZ7RG1KcbrEeoDmTY5EY6isEZJ5ygAOKMH6HbtQLvw2uLU9d8ebRGSf3l03V4meZRI97nM+teUVOF6E9kPmfCkRbObepLFFqN/yyiXJoXCglm7RdMeErvskNbLOHVlbmaycJl2bHJqDoqUa6cPWDCzyY5PKOyhniwqADijB+h27UC7ZPZO4Lqe13bW6zOTE3Drvz4TimVikUeJdJ/Lql8klZsdeOy2m3rSCq0tMseTlKWXQvm0og4vbbWWoaG1WzTtod4uUR6/dDS8Xk/IMWdxWa1wmXZscmoOipTr9HpAK9+uTyjsoTaLCgD29QCNYkhkpHJjrV82JKZNK/VDtMaCcOzORHTmWMcEHvOjTjOs5FE6fX74fH7LN0XTk2Lh83vQYHKN90QMHGu36cfcbpySzLAIM4jdY3LS8Ul5nWXfZSTH4dKf5OCZLeVCsX8stmh9j0Vnj4W0XnHw+f3BnM/a1HPnFGTjlY8PmoYeeEDXKmUNwdhaVttlUzcmJx3bK+tR3XAcGcnxVG1OM/r1iYfP70fx/sDc1/4oFOk7GWuXrDHTkhwfgy37v4PP7w9d23To5XqyUhLxTaPzvqpdh/9bf5zJJ2795y788scnW7ZJwYd6wcXlROJtaMBYe8vszVsz2Zxwvw1tF1pMG5FMITbwyEg8KWj70tWlVA1E8pZ1a4ePW75EC00exUheRAQyftPyT8La0m+57tVmjbAbpyQi82IFTadu/uQ8rr4j/c36tjiPLUbzRuabwrRxMPNdILBZeeRXIwzHj3Ws9Btx3peoWNHOfdo6aYTst6HtrqU09Gubvl4jmaAjze3ccao0aCoCdmKLzdoULrrTCy4qZlERRCQNk1UMCQBqKjeP7kdfdmoirpuch+wIpoEyi2k70tyO6zVxMazHMaJpwdaUVOFpky/b+ZPzML0g2/ax0HNFoS9XVDW04KlN5VKC6rNSEzF/ch7WcW4UCbLilGQen900bTCepMwVIhHE03fVDS14elM5puWfJGTPdZPzuObt9IJszJ+cJ1SXHto4kFSatGc7zW2d1PFjTbunf2LLslEk6wxPeknt3Ketk2lJcSFlRksKO/3aRqDNvYYT62Oqrr36B3lGfcLSTzJii2ltUoihniy6nEj8MmE97uORdgEQcqzLk8ElHMcJrLIQ2TpZFLOjIR6JGr0tVlIZPHbQEH0Sk5oYi5gYr2kWkLRecXh87miMzc0QkoVhkSrhlduwKxkDdB1Tva+OyUm3JYEjMh5aGRuj+WQErxSLVZgBbRwCfb6Ba/yckGfJSI7DwvOGBrMqATC1i0a2xlazTESy1y670jlpvWLh8wONLR2m1+nbxyKZ9civRgazw5AwAKs+MfqbU+Ofzbg+OEF3erKoYhYVQun1On1+PF9k/vREL4VQOCgThYMyu1xjVI829slOG3gXB9aYNm2brNJmLZo11LE0dCx2WCF6ZNdg8aUDBJ76eD0ebK+sF/qSY5Hk4ZEAifF6sGjWUMujvPmT8oJPdK3GVO+rxWW1tp7GioyHVsaGR9aK1U4PgKt+mmcql0Ibh8Cc4pPkciK2tK6pHVkpicE6istquTeK0NlqtE7xpH/kwa50zpHj1vMVCLTvP/tqEBvrRdH+75gks4rLaoOp/fR9YrYu03xV9vi7TXItWlGbxR6OSCwYj54f4Lz0iizdLRFZIHIkpa8/y6buF6+UEc2OSBMu2R3WeqYXZOPJy0Zbpi0EgOWby7s8YfScSFNnNqaRlBlyQtaKxH21drCJluvLFZHkCodMjBMyNk7q/4XTr674321cPzgf27gfj23cH9JW0f7o7pJr0YraLPZgaEHuJAZJVmC8k1ILIm2gISoLpJcNkXH8JCJlpLWjaP93eGxjmXD9sgiX7A5PPaSfaG+7k1hRvU/5/MDTm8ox6pR0qk9FUmbICVmrx+eMRuGgTGbJGH25In4cDpkY2TI2Mtch1jqdQvTZqLatgHHqT5b+6O6Sa9GK2iz2UEQ0q8zuoUHkNdo6fFzxVGYbL/J5dcNxLHlvD7UNAHDnit3okxhHlVHQS0L065OAb45axyzqZTBEjs6N0Kah650Qg2OtnYbX0eQ4iB3j8jKwYschU9kdEg8oIoGRFO9FYmws6puNpUn09onKfrAcq2vHgzUcIcbr6RIWweJThEWrvkCfxLhgnJa2DickTljISI7DmJx0y+u07cxIjqfGnJLxG3/Cp0WltVj6Q287yz28Mkx6mR/RcSK+pl83Fq2yp/+nzct+cnovnJ6VgrrmNmQmJwAe4NvGFmEpIDLX/X5Yrm12IG0NaJl6TNflu1buxvF2XzCGVNsvMiXXAHOJoGhJG+gG1AsuLsepAFnWhPCvzRvfJc5HNIm8PnCfdhxhdXTBewRuVp9RWUnxMWhuM96gEURlcKzglYqwsoNFdmfnwXpTeRMRaDIYTsl+3DRtMH4/bZDwsZeoT9HqsJKMcQpZ4SM0uRerMaT5I4vUjNERppmMF3nj3KxMq3p4JHAIT554aibiL9q1VMvS1aVYvrncEckfArHbqTloB9ra7IStegkkp9MGdqcXXJR0Tg9FJJZoXWm1cH36hdBIbsNKImXp6lLulHa0+mh1mW0UkxNiHN0oykxDxyK7A8D0GlFkyYWcefoPmK7LzUwSltcRSZOoR1uHVb87iVlbedqZlhQnVe6FJR2g3nYrGa8FM/INP7d6KKSth1aHURHpSXHBDZeovxitueSHhd2N4lkMkkskXpdHMigcGPmtU7YSOR3ad4lKG0hHPVl0OW55stjp82PsfWtR1yQvp65eWsdKGsKu4K5WYkRE3kRUBscKEakIM8kYFpmNLAtJGl700iT6ox4R2Y+M5Dgmf3vlmp/g1n99xiThJMMuWh1WMj/hgCZFw9NOIz/nkckyO2odv3S95dG33naWkBStdNEn5XW44dUd1Kw5+npoZejjWQHrNcoM/ZPFtg4fTl/4vpQnimZro1F7n9tSjvtW7+Gu5xcj++P/dh22ZyyDjQRtWM6LxZXUsBwgIO80e9wpePE/FWhqM38hi6e/7KCeLCqiHhKzQ5sKHnSNBdtWXid1owh0lc1gkYawu6iS+l4qDhWhZqG6sRXbyutC/t7p86O4rBZv7zqE4rJabvkMEakIbd8ZlWfVvurGVqmbGq00iX6BFZX9qGtqR0ZyvKWPWqU7pPWVXTkSfR2y+9SDwMYtK4U+T43s0LeVt51Gfs6afs/IHwnbK+tNdTmNyiAxuOePHGDoW/rP42O98Ho9pukV9fUYlVE4KBO3/vx03PrzH6HwtEzEeD22/KVvcnxIPOdLxRXSjp7NyjFq79UT80zXfyP6JsfjwV+OsPzeSE/ifxWC5j8ktnjSoJNMN4oAUN/cgczkBMuNIsDXX4oAUbdZPHr0KBYtWoRhw4ahd+/eSE1NxdixY/HII4+grY2+EJmxaNEieDwey//2799veP/+/fvxl7/8BTNnzkROTg4SEhKQnJyMwYMH45prrsH27dvtNNkRYryeYDo+/cQn///emfnBxdlJ6YFvj7aEVdqgsq5Z+F69nWtKqjBx2QbMWb4Vv399F+Ys34qJyzZwHWPIlvGIlEwErV479vxiZH8A5j5ac4xtoy0q6xIJtJqOi2YZz1Mz7MrEyJDA4flM5Lpw12PHrvNH9g/Z6NpZh0TQ2q9d/1k5f2R/xMd6Lb83Lhz1Qyk2svxdj8w+dfP6EAmiarNYWVmJ4cOHY/HixSgpKYHf70drays+/fRT3HrrrRg/fjzq6+uFy4+Li0O/fv2o/8XGhv5iKioqwqBBg3DLLbfg3XffxcGDB5GQkICOjg7s27cPzz33HMaNG4d77rnHTtMdgSe9n5PSAyf1SQyrtEFORpLwvVo73ZCGzujeSMlE0Oq1Y89Z+VmWPioiz2LXLqfRto8l5k+PXZkYGRI4PJ+JXBfueuz6sR4765AIevuJX2Uks8UFkjZYfW9MM2irqI1Wf9cjs0/dvD5EgqiRzuns7MTMmTNRUVGB7OxsvPjii5g2bRp8Ph/efPNNzJs3Dzt37sTcuXOxevVqoTp++tOf4qOPPuK6p729HTExMZg5cybmzp2LKVOmoG/fvujs7MSOHTtw8803Y8uWLViyZAlycnJwzTXXCNnmFKwagU5IgvDKq1jJZbCmJLt8Qi6e2VLO3RavB0GJDxHpIRoiUhE0qRJSXrjlW4zkhOzYo21fjNdj6qNOy7osPG8oTuqdgFve/IwqM2RXiohAUiTqJT602pAs8XjatvL0v2hfmfmjzDJYcKoeu3I7ei6fkIv7Vu+RFrNIWxvN2ju9IBtTT+9nGksKhLbB7Huj0+e3Nd+NYB3TyyfkYvnmA5ZrqWh/9WSi5sni888/j927dwMAVqxYgWnTpgEAvF4vLrnkEjz11FMAgPfffx/r168Pm12nnXYa9uzZg5UrV+KXv/wl+vYNBDDHxMRg7NixWL9+PYYPHw4AWLp0adjs4sEqLqitw4fni8oxuF+f4EbILvqjbrNjccI5BVnUye0BsPTC4Vh20bDg/6fVZ3aUYobPH4i7AuTEcBFIGjpWjMIE9OWJtM8ONFtE7DFqn5mP8oZUsN7nAXD/BcNwwagBKByUST0OtntkrK3vgYuGBWPktJCXMGqaWvH/CvMMfRwI+N3Ik9Ow9cD3sbOs/a/vq06fH0X7avDwB1/i0bV7ccmPTzYsw3Oi3tljT8a7nx+mxu2KjpMWWnyw9u/byuuw8Fx79dCYPfYUrg2Qx6Su+Fgv5k3K47bBqA5Sjkh742O9uP+CAuq6qW8D6et3Pw+86HLe8P7BOUn8lLZW09qgt1E/zuRzozYCAf+bUZCF7ZX1uOc867V0RkGWYVl2/aM7EzVvQ0+ePBmbN2/GlClTsGHDhpDP/X4/Bg4ciPLyclxxxRV44YUXmMtetGgRFi9ejDPOOIP7ySILDz30EG6//XYAQF1dHdLT05nvjfTbVCIaYB4E9AqbTGRo9KnVCCKad6Jppnh1DQHgb7NH4vyRA/D2rkP4/eu7mK9ngWaP58SvYAKrFphRP6T1ijMN/idMPf0H2FN1tMu9ZFOghTaOzPackMbQtllU60ymzqKoDijtGv3bl6y6o7TyjPpNj1ZTjlaOFr0GoZEvJsXHID7W2+XvvGMoe5xmjcjGqs+qmP8uy7e0GK15rHXxrLFmfmNXN1DUt8k1gLX+ZHJ8DOJ0/mO3DqM+mTUiG298+l/T+WHky0pnkU5UbBabm5vRp08f+Hw+PPjgg7jtttsMr/vNb36DJ554AllZWaiqYn/BwOnN4v/8z//gd7/7HQDgu+++Q2ZmJvO9kXQ2K3HhM0//Aa6dNBAjT07Dqx9XorKuGTkZSbh8Qi5ivB48tmE/Hl23l3o/TbOw0+e3vFfLPy4dhRnD+4eUYXW0LpK6kMhfiIias0CkIrSyHWNzM5iz3xiVp+0Hn9+Puc98zGT3uLwMJkkRnl/gRuMCQFoWBdGMDDz3sVxrJMeiHUP9/6fVR/NRsnE/b3g23v3cfK3TzjN95hF4EJKJhkUQ+aZpg5CbmYyKmmb8dd1eQ/uAUGFvWv9YjRPvXCUlPX7pKKQnJ9jyLZa6yXiQfuGtyyqDCxkjK7+xm5HE7H4rX2TlHyZjYlYHEPAncvy9trQazxVVhJSvHfu93xzDX9fvM7VHdMxYUJvFMLN9+3b8+Mc/BgCsXr0a55xzjuF1//jHP3DDDTcAAGpra5GRwRZzQDaLmZmZ6NevH8rKyhATE4MBAwZg8uTJ+M1vfoNRo0YJ23/RRRfhrbfeQnZ2Ng4dOgSPh90ZI+VsLBpgXg/w5ZJzEB8bGs3Ao8sGoMsXmM/vx42v7WR6AqYtxyqdnz6upvCBDcxSJ/p67PZPpCDjYhX7I0NjjNTnpnRaIvZYbfycahOLPiLLF3U2x3iyan6m9YrD/8wZhdv+9Tl1DvH4ktm42NHDTE+Kwz0zA/qfIuPGU7fsuWNki5Nzyakx0GLWR7zfGVb2pCfFotMHNLZ0mNrEMz946U6bxah4weXw4e9FQAcMoB/paT87fPgw82aRUFNTg7q6OqSlpaGxsRF79+7F3r178eyzz+Kuu+7Cn//8Z27bi4uL8X//938AgGuvvdZyo9ja2orW1u8X6sbGRu46ZcCiAebzB667ZtKpIZ+xxvQ9tmE/Xv/koPAipI0N1D/BMzvO+Kr6KNdGEegax7K9sp6pf7ZX1kvJGS0LEjf265d3hGw0ZMfrhCOdltP2sBwpO9UmFl0/ll/6tPlBq5PlRasjx9tx+XPbLG1jqdtqXOzoG9Y3t+OmN3YBEBs3nrpZ2yuC03PJyTHQYtZHvHHgVvbUN5tvEglOjVl3wz2PPEw4evRo8N9JSfRX47Wfae+xYtCgQXjwwQfx1VdfoaWlBbW1tWhqasIHH3yAMWPGwO/347777sMjjzzCZfd3332HOXPmwOfzYdCgQcG4RTOWLl2K1NTU4H8nn3wyV52yYNWrol3HqlH16Lq9UhYhI/1DmqzN9S/vwKPrzI8mtBhJCYVLM84JeCSTRJElKyQLEXto97CkrpSBTN+JpL+alckyLrJsEhk3GRqVdnF6LoVzDAh29GGd0OV14zrtNqJis+g0c+fOxW233YbBgwcjLi4QrB0fH4+zzz4bW7ZswdixYwEEjqsbGhqYyjx27BhmzZqFyspK9OnTB2+++SZ69+5ted+CBQvQ0NAQ/O/rr78Wb5gNWPWqaNeFW6NKW5+VrA0PC88dgi13TA3ZQIVLM84pphdkY8sdU/HavPH42+yReG3eeMN2isDS/4vfKeXOdBNOe8zuYS3DLjJ9h7WszN4J0uq0qpt1XJywSV8HbdxkaFTawem5FKkxsKMP64Qur1vXaTcRFZvFPn36BP/d3Ex/4qX9THuPHRITE3H//fcDCGwAWWR5mpqacO6552Lr1q3o3bs3Vq9ejREjRjDVl5CQgJSUlC7/RYLLJ+TC6iTSA+DSn+QE/79W7sDn83OlKRPFg1ANMFlHJtmpibiqMM/wSJY3XaLTiKQctJJM4qmvrcMX/P/PF5UzHSdtPSGJ4RTExkfXfsUtc8TrQ6SM54vKhdM+6u2ubjhumu4QYJPo4fJDift3qznAeuwIP7hT07GiH3u9X4/JSWeu24k5L1Oiy0758INZvNuKjOQ4VDe2hMwRnjXV6loewrlORzNREbPYv//3b7oeOnQoqFuo59ChQ4b32GXChAnBfx84cMD0WrJR3LRpE5KTk/Hee+9h4sSJ0mwJF0QDzOxtaD+AqY98RJU0SEuKC+oy6mPjZHwn0WLsZB0psGgHhiP2z4pwxwayxPGxcMOrO/DARWyyO7yISDDZTZEHAEve2xP8t8gYsNpNvGr+ZPM5CvD5YU0TX45yK8zqZu3jmqZW6lyTxbdHW0yleZ7eVG5at1Nz3unwAZ4xuGDkADxr8PYxL3VN38eRaucI75oqyyeUpiIbUfFkcciQIfB6A6aWlJRQryOfZWVlcb/cIgOyUfz3v/+NpKQkvPfee5g8eXLY7ZDFghn5uG5ynukTRhIDeL1BzEvDCf2q1KSuv0izUhNx07RBtu1LS4ozjLGTcaRw07TBll/y4Yj9syLcsYGscXwsHDneHlYbrbCbIk8P7xjw2E18bNQp5pqt103O4/JDmcdx8y3q5jl2pM01WU+7KmqaqfPo6U3lmD85zzTdolNz3ulwF57y7aTxo6GfIzxrqkgaTC3pSXFU+TZFKFHxZDEpKQmFhYXYvHkz1qxZY6iz6Pf78cEHHwAAzj77bKn1b936vZ5eXl6e4TVNTU2YMWNGlyeKZ5xxhlQ7IsGCGfn4w7QfYdz963DUQILAbI9AniomxnrxyrU/6aLnBgCvf/K1rZR0CbFew5yrdtPdZaUk4LdTT2O6ljVdohPITDlotz47RNpGIskhmiKPBs8YsNhNUg9mpXxv68RloQkKtKz6rAq3Tx/C3LcyU0Va1c2bls9oro3JScfkBzdwpcrU19EvJQGvbTtoOo9WfVaFf982JSi9Q9OolI3TKRJ5y7e6tl9KAh751UjUHGsN9tG3jS1Y8t4ew3SCRnOEZ03VXlvdcBx/ercU9RZJFpITYvDk3DH4qUGmJAWdqHiyCABXXnklAGDjxo34+ONQUeE333wzeER8xRVXMJdrJTPZ2tqKu+++GwCQnJyMM888M+Qa/UZx9erV3WKjSNj19RHDjSILfgDVja3wejxdYuNkpKSrbmw1jNWxU7YHgbRtPIsIb+yfSHyhEU7HM/HWJwKx8dG1e231BYHXRtrxoayUiaxjwGJ3XVM7slISgz7Gcg/v+MtMFWlVt0j6P/1ci4/1cqXKNKpjzrhTTGW0yBgSGazzRwbSPxaelikU72sGT5o7GUffPGPAcu2iWUOD/UL6KCu1l2neaaM5wrOmkmtnjRyAM0/vZ9nmptZOxMZ41UaRk6jaLA4bNgx+vx8XXXRR8EUTn8+HN998E/PmzQMAnHPOOSEbukWLFsHj8cDj8aCioqLLZ5s2bcK0adPw8ssv47///W/w7+3t7Vi/fj0mTZoU3Jzec889SEtL63J/c3MzzjvvPGzatAm9e/fG+++/H9VHz0bIiAE0KsPuMQKtXNGyacfaMllTUoWJyzZgzvKt+P3ruzBn+VZMXLZB6Cg23HIoTspLPLZxv62+IPDaaHZ8SPMhke8YK7tExtKp8ae1Oy0pLpjajxWrumWEckwvyMaTl422tE0/bqSO3MxkyzoA5+VVaGsDAEfDXWQc/ZrZEo51ivTdv3b81/pim3X1VKLiGBoAYmNjsWrVKkyZMgUVFRWYNm0akpKS4PP50NISGPhRo0bhlVde4SrX7/dj/fr1wc1nr169kJycjIaGBrS3Bx5ne71e3HnnnYY6if/617+CKQI7Ojpw8cUXm9b31ltv4ac//SmXjZFGRhwTrQz9kQM5uiguq8FjG8ts2UbKfr6ovMuLBzQenzMahYPYUzHyQktlReJ2eBf+cMv3hENeQrQvCLw2Ljx3iGk9tKNPchxZc7SVybes7BIZSyfHn3YUCASeghbt/872/LSqi+fJDylDmyrzJ3kZ8Ho9lqnyihnfynfS/1nWhi13THUs3EX06JfFFqfXKZG0rUoqh5+o2SwCQG5uLj7//HM8/PDDeOutt1BeXo64uDgMHToUc+bMwY033oj4+HiuMocNG4aHH34YxcXF2L17N2pqanDkyBEkJSUhPz8fkyZNwvz58zFs2DDD+30+X/DfLS0twY0rjbY2+uN4N2CU8slOHBNLTA05RtAy/tS+WLHjkO1YnRivB1cV5uGZLeWWZY13UMFfdnxhp8+Pjg6f5ZuAXg8wJsf8JQhWeP2AxDABHnzTyHaP3VhLHhs9CLy9PC0/yzQNnNY/9fPjnIJsU98CArGGZmPQ6fPD5/MjrVccNcWlSFyl3Xg2o3kJABMG9sW4vAwp89OqLp4UdzFeT+Do0+QHn1EdY3LSLd/mZ5lHdvKSs64NTmYZMRoDWpto42WEk37KG6NM1iSf34+3dx1yRQrSaCEqckP3ZMKZW9JMggUAfv3yDgB0GRya3IHoUyLyi9GoTt5yZZYlQnFZLeYs32p53WvzxlsuwryyMCxlskLrRz3aft15sN5S3sUIUbvXlFTh+hM2spCRHN8lpoomeWMlrQLQ+4SnTD1mPhpJv3a67nBJQsmYm3Zslbk2yERm/zvlK6x9R+ryIxBOcUTzEoyTMmPdKTd01MQsKpzFSoIFoMfNPHnZaDzpQEyNTGmaSMvcyIrbEZGFkRmfwxrHR/oVQHAjxUu44or0wfdGkjdm84NFWoWnTD0icZXh8Gsn6w6nJJTduWnXVjemDpXd/075Ck+fEAm3I7q3pSOVgjTaiKpjaIUzsB6DbLljqmmsihMSMjKlaSIpcyMjbkdUukZ2fI5VHJ82vm3isg3CEiwidpM+soP+6A8n/m0lrbLhlp+hcNkGJokQszIJab3i8Pjc0Rh/qvnboJH0ayfqDrcklJ25KcNWt6UOdar/nfAV1j65e8bpeHZLBYDQMA8nfKo7ojaLPZxOn585Pdu28jpMGNiXehTCE8fCg4x4Jids5KlfNG5HW0fN0VZuWRg7sUBmbTPqR/3/Ly6rFZLa0drNO8ay5H206ftOz05hmh+vflzJJRFiZeeR4+3wejxMX15OzT0WROvWjq1Wt9DKz/XrkV3sxNTxyFfRbGWJs7WKe2WFZT7JaBMNO34qEk9Pxi6/fyqTPJIsn+qOqM1iD4Y39m1tabVrJlK4U9zZrV8kPaBIyjqrMlmQ1bcix2Zau9eWVnPbIfuobsl7e5DWi00uprKOnrdeC4+N3VXiw45vE2T1jZ3UnTKOkM3qJ9Q1teOMhzbaWt9Y57Vbj8VptrOMXc0xNtH27jrfZKBiFnsoIrFvzxVVuCKuI9wp7mTVzxO3I5qyzqxMFmT2rcixmTbWUcQO1jpTEtl/J9PeUNaTk5HEdN1JfRJdd/QYTuz6NkFm34jG1MkaRxZdWDvrG8+8dptv2omnJ2PntjZFI+rJYg9ENPbNDXEd4Y5nkl0/S9yOnbR6rHFuRsjuW5YjIm16MJZYRys7WI/0iu44E1Mf+UhKWjty1HX5hFwmiSbW1Gl2ZG/cioyUkU71jUhMnUxZmOkF2Zh6ej+MX7qeOTUeC7zz2mlJJh5kxdO7qU3Rinqy2AMRjetiTV0mK52dEeFOcedE/dpUVuPyMrCtvA5v7zqEzV99h+WbDuDXL28XfurywEXDUHgi5ynvOPC2zap83vRgrGnsaH1MYprOKcgKfpHo6/QAuP+CYegVHyMlrZ32qCs+1hss0+w6AJZ2kmvdGmzP4ltG19iNKSVHjbPHnox3Pz8sfX2xSjPX6fOjaF8NHv7gSzz8wVfYeqAWC8/lS8dn1nfbK+u5U+NZlcs7n0TSMDoFj+1k7M4b3h8AuviHm9oUragniz0Qu3EZZvc7HUsY6XgamfXLiNvSok13JjIOPG1jLZ8cr+mvzTKxRaSPjezxeACtiqy+TpptPKQlxWHphcO6tCNVp+OmvQ4IPDXlsdNtsIw97ZoZBVm26k6Kj0FcrBePrttHrdsp1pRU4c63dncZ28c27kdaUhzmT87Dqs+qLH3cqu9E1xezcls7fPrbLcsUmbdOwNsfVv3rhjZFK2qz2AOxG5dBu192OjueukWvi1T9IimqrGhobsevX96B+ZPz8PSmcu5xqKhpYqqnoqYZf123l7l8p9OD0fqSPLC5pjAX0/KzDOvkTQmpp16zcTAb0/rmduw8WG84Lix2ugWWOQ6Aes2zRRW26m9q6wTaOql1OylAThN6P9Lcjqc2leMfl45CenIC1cdZ+k5kfbEq9w/TBnGXCURWkolmk9l1rN8/kW5TtKKOoXsgJH6Dd3p4EPiVpo3rIEcfK3f8F3etLKHGlvgRiC2xe2RkZbuRjTJh6Tur+mXEbRlB+nn55tANCfkcMB6HTp8fr207aFlHamIsXiiu4C7f6nhPC08fs/Tl6pJqyzRxVxXmCc+Jxe+Uoq3DZ2kHbVxIOTQ7ZYV1mJXDeqxsFj/mB3Dv2yVYtIp+DRAQcJf51WzmdzLo9PmxaNUXltfdtbIEPr8f5w3vH+LjVn0HBOwfk5POtb6xlPvatoPIShFbM1nnrf54vmh/jZB/6a9hWe+zUhLQ0enDnSt2M61LPGuR4nvUk8UeCItUgx6juA7eY1QZOlZ2ZC5koK2fxqwR2WHRAqRh9n1J0xPbVl6H6kZreYmGlg7Tz2XolfH0MYuWI4s9LHUaQdr7UnGFpR0i4yIrrMMqlSdLHSx++81RerwdgfQD69rDgpM6eaxz48jxdsx95mOhviP2b6+s51rfWMqtbmzFTdMG46/r9jqyZpodzz9wIvRCNGzBShrHD6Clw4fLn9tmaqPSUbSPerLYQ6FJNWSnJuK6yYGnLFr0EhKi8hdrS6vtGY7Ip+6bXpCN+ZPzqJ8/vancVN7CTjwlq+afFXobZMd42i2PtY9Z62HxO6s6zWDVWLRCH4cpQ8bIrJzrX96B6xnrkOkjU0//galMjChOxCrzlmmn77492sK1vrGWm5uZ5MiaSY7n9TG6QOB4nsW/RKVxaOn7zFA6iuKoJ4s9GLP4jdunD6HGddg5Rn1712Hcfa79J3+RjD3p9Pmx6jPzL2ozeQuReMoLRvbHr8aeAp/fj7nPfMx9v5UNsmM87ZbH2scPXzyCqTwWv2OpkwarxqIVpN9kyRixHFMaYVSHTB/57OsGFC84E9sr61G0/zs8trFMSrlOxCrzlmmn78h1rOsbT7kTBvaVumayHs8bQfoocL+HWxonMzkBt7z5GYzS95mhdBTFUZvFHg4t/ZJZWiY7x6i1TW3SjgIileLMbjosFi1ALV4PsOyXIxAf60Wnz295r/fE27U8emK8NtGQpVfG2sfwB3QT65rMvzRY/E7Er1k1FgG+cZGVcs3OXNXXQXxERghFbVMbtlfWB8tdseOQbd/jiVXmTdWZlZLAdBRNoPUdj84fy/rGW67MNZP1eJ4GOSK3usYo1WxxWa1p+j49SkfRPuoYWsGNk9I70YBd+RwzzS8j5k3KQ3ys1/JeoiM4b1Ie9XPAOD6J1yYjZMaMsvZxTVMrLhg5QEqZvH5J01iUMS6yJJpkzDVShtZHZGBUrh2vYfW7NSVVmLhsA+Ys34rfv74Lc5ZvxcRlG6jH+jFeDxbNGipkE0sb7cybSOoHhnMdtxM2o3QU5aA2iwpunJLeiRZkyOewpPfyeoDrJudhwYyuX9BWMU0LZuQLxSex2GSGzJhRnj6els+m3WdVJq9f6tsrc1xkSTTJmGvaMqYXZOMmRikW3nLt+N5N0wYz+Z2dVJ1PXja6i5YpCyxttDtvIhXDHc513E7YTLhi2bs76hhaEYLVEY3okaXVUQDP0RCv/QCkxeqIHCkZ2aSPS8roFY8vvzmKr+ubcXJ6L5yelYK65jYUl9WG2GsV08QT06m37d+3TcH2ynpUNxzHkvf2oL6pjTrO6UmxuPQnOfAgcLw1/lQ5R1y8fSwjlRdrqsCF5w1FVopxf8oaF9ZUiT6/H2/vOiRcjhVZKQldZFq2ldfhlIwkZCTHm2YaEQmFMJoPv3tjZxctSyPSk+Lw658N7PI32hogI1Xn1rJaFJV9hxeLK3GstTPkOpY2bi2rRfGBGkDSvDkrPwt9EuJCynTySZrI8bwW4sOAB9808s1dFr+2k/pUEYrH7/fbCRNROExjYyNSU1PR0NCAlJQUx+tjleogv9ABPukd2i88JyVC0gzemrOb9YHWfqN28rbN6Sw4PHWZtdOPQN/K7Fe9bTx9zHqtrDqdRlbfW5Wj/7cWM/kTGh4gKAxvVCfANx40MWwtep818unZY0/ukvmFxmvzxjPF9Yn6iuz5Hc71wqhulvGhSfZoRdxhcg2tH90yV2mE+/vbSdRm0eWE09loCvi0yUdbpGaNyA5JfWW1OeKpl9d+I2QsKKxpz3j7VEZfsNrPUhdtA24kWSHbTp4vwnBoEob7y0dW31vpLOp18rRl8n5BkNAJmeNBs09rJwBq9iKedvxt9kiczxgHK/JDUOb8Dud6YWaD0fika1Jc2tFZNLPfTXPVCLVZVISNcDlbp88fkrNWCzkO2HLH1JDMBEZHaqxHyqL18pZjp2wzzNrJ2zZZfcFqN69tetkK2tuIMu0ktrKGEDgZyhCpoyxZfW82Vwsf2MD1dqkZ2RS/sTse/9lXg1+/up169AsEjr/tJnFhfbKotS2ca51T5dmh0+c3PFrXroVWfSTqK26aq3q602ZRxSwqAIhLdYhI78iol7ccO2WbYUdiSF+/rL5ggbWuR9fuxYRT+wIeoOZYK07qkwif32+6sZCdLYFH7kOWNEgkZJloX3paW6wkQ8z6XluOtq6ao63SNorQ1S9zPGJjvaYbRcDeRlFUXiXG68G4vIxgf24rrzPcsMie37LLs7PpivF6UDgoE4WDMqmfTxjYN1jHu58fDqlDxFfcvFHsbqjNogKAPKmOSNVrxy6nJCB42xbOMWAt47GN+/HYxv1d/saaRSbaJZLCCetxmgwf4U3TKYIbMqmIICKvEs6xc+q6cBzndqdYzZ6Iks5RAJAn1RGpeu3Y5ZQEBG/bWK+vqLGfWq6ipkn43iPH2bImRLtEUrjgkXOxO19E03Ty4oZMKrzMn5zHvckI59g5dZ2stJLhrCMcNiu6ojaLCgDfSxHQflN7wJchIdz1WpVjp2xReNtGpCiseP2Tg+i0cd7W6fPjtW0Hhe+3wul+7U6wpONb/E5pcLztzBc7aTpZcXLsWea4nQPIVZ9Vcc2rcI6dETLK422DCLLrCIfNilDUZlEBQCwTQKfPj+KyWry96xCKy2oNJ6fVNVbZG/wAZo892Zb9RpC3I2ePPRnvfn44aBtLm1jh7dMYrwdzxp1iWS6JQxLFbpouM1izJZB+Xrnjv3h28wGs3Gm/v0WROea8bD1Qyxx3BtjL2CGaztDo32bXOpUpg2WOnzecTaDdCN55xRMzCIiPHc0/ZWRv4fE/1nmiv47Xx2mQch9d+xVXeZGc390JFbOoCEIyAejjQLIoOouy5BCmF2Rj/uQ8LN9cDqN38x9dtw+vf/K1ZSwKzX4jncXUE3/T6q45ocfI06cAkJuZzFSuW2I003rFdTmWprVLi1nMXLhjjiKtUXfnit1M12rHjNenjMpghZQJhMqf6N88Zhl7u5C2G0m1pCXF2T6q5ukjkZhB3rGz8k9RXyBls/rf2tJq3PzPXUz6uyHrr4QYZ5E422+Ptqi4Roko6RyXE4lX763eMGPR9gLArP/Foo/IoxtmlcGloqYZf123N2x6jDSbjH7xF5fVYs7yrZbl8cp7iNTBwivX/ARer4f5bUTWsQ6XPlykNOp4NEEB4/HmfROUddwXnjsEmX0SDKWgtPWNyUnH9sr6sL+JajZudr/MeOaVnbnKMnY8/snrC7z+Z4SRHqudMml9L1ruTdMGG67z4dSgVNI5im6NmYSBVbyIB8CiVV8A8JjGlNy1cjeOt/twUu8ELFplHUdFPr9zxW70SYwzTeFEs59IN0xctoF54WFJA8YCqyyESCpBXuymgNPaMX5g35DQhKJ9NYZ6azwxc3b72+rLk8WP7dpAswOgp50zIiM5DtWNLSFpH1nkSLSw+tZVhXmG9xv5cCTkhazi1cxSDZqhTW3Igp25arUesLRz0aovgv7JIzvDG7tK067UzpOpp/cTjoc16yeROFsPAmkEX9t20PH53ZNQm0UFFyxxOizxcHVN7bjpjV3c9R853o65z3wsfJQQKT1GVkgc0q9f3kFNkWU3JsysDhZodhhlcnhs4/5gyrjUXvFMfW+3v1mOnsKhaWmWdo7HB7VzxU7mi3D4ltOwzF+yseH17ZYOH9aWVjOvKU72J0s7qxtb8diG/fj9tEHSy9ZiFuJH5slLxRVCb9jLjrMlJcwZd4ppasdwrundBfWCi4ILt2jniUokuCXWzwwSh5SV2jX+Kis1UdrRCa2O7NREXDc5D9m6v1vZQXLEGqVkO9Lcjutf3oF1pdVcNor0N6ukhtOalmZ2sOQnpqFth4h8SDh8y0lYx+Pqwlyqb5PYZD0Nze3ca4pT/cnazkfX7XVsDUxLisM1hblM11bWscl56eMXrfqJd/6R8sIR+93TUE8WFVy4RTtP9CjBjXqMRkwvyMZZ+VmOZicwq+P26UO6pJjTZnAxOtINhB6Ys3LXIS77ePub52jZSV1RliNEUVhDPczmRjh8yylYx+Os/CzcfW6+YQjA27uqAIT+qBFdU5zoTx6/c2oNfHzOaHi9HjxbVGF5bU5GEluZl47minFmtfW3U05D4WmZwfKKy2qZ7nPL91k0oDaLCmY6fX74fP6QN2C1kHgRwINvGsVj4lgQOUoQideTEScoQjjSX9lN1wiwS/HUNbUjIzkedU1tpteJ9jfr0fLWslqMH9jXsdhQkVAHHlhCPazmRiTSGcqAJ07QqI120iWaIbs/A5qriUxpGGWvgdp4ZABM114+IRfPbCk3XVezDWKcZdl601mDu5QbjtjvnoY6hlYwsaakChOXbcDcZz823SgCwKJZQ7FoFrvmoV14jhJ49RgJbo/lAr4foznLt+L3r+/CnOVbMXHZBsezGfD0/y9G9mfqd5H+ZrXjhld3YG1ptW2NOrt2mNUti+52zGZXWzBSaU15WVtajZYO8zzYWmStgfo+ZL02PtYbvI7GrBHZ3PNJdLxlaFAquqI2iwpLWFOEaeNPaLE8TsB7lMBrm0gasHATyfRXPP1/Vn4WnrhsNDUmMttGrBerHUeOB2LTADgSb8Zqx3nDsw3rvonzhQUZtkQTduIEI5XWlAcyl43if2nIWgON+pD1WqKXS+PpTeVC65DoeEd7fK7bUDqLLifSOk1EasZso5jWKw6Pzx1tKGdDjkWrG45jyXt7UN/URj0W6JeSgId+OQI3vraTKf8wOUrYcsdUoV+InT4/tpbV4oZXd5jWl22jjnBgNUZ2+4ml/sIH1lsejWr7UesXdU1tyOidgKwUe7FepB9YQgy0fQJAarwZT3/8+7YpIVqFAEzbwRLq4fSYuwHekAtyj1XfRrLfWNZbLTLWQNY+ZJGjcnIdEhlvO/fJINLf3zJRMYsKU1jir44cb4fX47HUZusVH2MqM7Fo1lBMGvwDPHDRsOCTH9qXvv4oQWRBiPF64PV6LDemsiQWrMTCRReycMjAmBHj9WDRrKG4/sSY0Vh47pAQjUDZdhApEyv0fSLTFpK20eqt56qGFrzwnwqclJIQ4g/nFGThuaIK07kCQFi2xWy+OPHl6kSZIj5kJRvlR2SPJ61S42mRcZzK04cxXg/G5WUEx3FbeV2XcZS1DtF8RXTN0N9H0v/J/KHaE1CbRYUpMmN8WFNT0a7Tor3HTkqncMUwGabBkpRekNW2taXVjr3UML0gG09S0rARlry3B16vJzzp4FbsZno67VRsGqt0x32r9wT/beQPnhMC0wT9XBFJ9WY2X4DQtH5206O5LeWaVcrASMGTfg8IT3pFLVbjKGMtddpX3JRqNNpQx9AuJ9KPsZ1IP8f6lEF7HU2+xW7KtnCk1+NJV8Vqtxae9H1POhyr0+nz43/W78Nf14c+VRNpmyhF+2sw95mPLa+zM65myEypCADXFOZiWn6W4VzheWonkirPzrhFMqWiGW6zizel3cJzh1Az7TgBS3+l9oq3tZY6PSaRSDUa6e9vmagXXBSGaB/VZyTHU9/S9CDwi4xHgoAcC5w3vD8A4N3PD6O4rBadulQB5LrzRw5A4aBMFJ6W2eWeon011FSB5G+L3ykNKVcLkViQ2T4tvOmq/Cf+s7JbW35Hhw+9E2IsryUacizl2uGNT782/DvrmNil0xfI9aYXANbDm96NByu/4sEDYHVJte2Noqj+I69P8tRHK5OsP2/vOmS4NtjBjl1OwLNGkPVI9kbRqL/J31bu+C/uWlli2V9jctKF11Knx4Q31Wi4xj6aUMfQihDMHtVrsRMzI3LcwGoXgSVGxukUaKKaeyyxPUbp9cwIR4qrSMdP8vgIb3o3HnjiJ62g9RnvHLKr/8g7bqK+4PRRZKR9lNcePbJjKllDZGiQ/tpeWS+8ljo9Jqx9rNIA0lFPFhVdYJXJAcQlCERkXnjs0mMVS+OkxIKdmLi1JunxzNLrOWmTrLKdsIHXR0TSu/FA/MrqCScr2j4TmUMy+tzMJ0Xrs9suXtymtciTfk/28Titv480t3OvLd8ebRFeS50eE977Iq2z6UbUk0VFEJZH9RnJcVh43lDht8d4UrJp387kOcrVw6JB5lQKNDt6bW/vOoy7zw39Jc6aXs8Jm2SVLdsGER8RTe/Gw/SCbPRJjGOKn7SC9JnIHNLebweaT5rZy3qdaLt4cZvWIk/6vcJBmdLqtbuu6iHtEFlLnR4T3vu6oz6pXdSTRUUQlkf1dU3tKPv2mGN1aI8BeOyikZ4Uh+rGFqa4J22M5ATOtFQ0SOyaCLVNbV36gcCaXk+P3fhLFlhi9TKS4zAmJ11qvaI+YuRvshl/al9b8Yv6cROZQ4CcOEqaTxrBGw8s2i5enI5Tlm0PEIivHS/5WFRWWkqj/uJdS50eE9Z1ONxjH02ozaIiCOuj98c27hdOJSdy3GDnSKC+uR03vRG+1Hd6tGmnRDBqu0h/hCvFFUs6xbqmdpzx0EapY2H32MjJYyfRFJPa67XjJnpkx5ICTaRcGrwp19YxHnHbHSu3pYJj8Q8SXysTGT4vq79ivB7MGpFt+pTTrp7kvTPzHUs12hNQm0VFEN5H7yJxRCLHDbKOBMKR+s6I6QXZwincjNou0h/hTHHFkk5R9ljY9RGnj51Y+iQtKS5E589o3Owc2ZnFlLH6KE9fscawrSmpwrNFFdLrt2tXuCD2pFJ0Hp2Ir5XRj7L6a01JFZ7eVE79XEbKVdLHTqQa7QkonUWXE06dJt5UUwB/CieRdFssady8HoBF7SBS6bwCKeA2oLqRrW/N7GRNJ0fISI7D1gXTEB8b3t+GbR0+jF+6HnVNbYafyxwLnlR/TtnAgpV2KGCd0UdGyjpaNiGnUuFZZYxhWXecGKtIpoIzssVsjZDdftE5YzdunWaH2fjLTLnqRKpRGkpnUdEtETky5Y0jMquDdqTBcmzEKosVjhg1IwIp8QLHIFbLkdXRDkmvx0pdUzu2V9YzXy+L7ZX11I0iIHcsRI56I3XkqNcO1cZ1scR6yThGNarHyeNZs3bxyJrIHisn4pRFCcQiOx+zSeCdM2Ttuv+CYbhglLz+Yhl/2e2eMLAvLhj9Q1wz6VSpbenOqM2iogvTC7JxTWEu93288S9Gxy1m0hBmx0bhsFcGtDbo1yiWox2SXi8p3lqMG4hMe8MtUULr3+zURFw3OS/k+ClSR44ycOoYNRLHs6zjf3VhblSOFSuRkPShjTdrSIQM3CZlpDBGSecoQpiWn8UcP0RgjX8xS7lUb6HrRZNk2FZe55i9sjFqw5icdGyvrOc+CuORZYlEeyMhUWIm23H79CGuOXKUgVNyT06VS4N1/M/Kz3KkfrcQKUkf2ngD1iERMnCblJHCGLVZVATRxnJkJMejvqnNMpaFxNHQUjjpN0VWul53rPgcfRLjMP5U+hGcXlmfyCKwxt6k9oqFzx9IZxWJzYJRG0SzBRBZFqs4s0hIQViNi1O2GfUv7e9uilkTgdZWN5bb6fNja1ktig/UAAiUP/7Uvrb8hFamSEyljHJ40dbr88N03ZU9X1h8f8LAvsHr3v38sCNzJFLrhIIP9YKLywlXgCxvKj3APMG7UXkZyXGoa2LLCsCb3os8sQTM89zaqcOt0NpuNj7hwu22OZlWTvE9tNSUaUlxeODCYQDA7SdWZfKsHTLK4YUnXafs+cLq++GaI25eJ+zQnV5wUZtFlxMOZzM7GjaDtmiIlqfHA75FQnTDG60LkRY3b3zcaBvNR6P9y8mNkNSUZjx52WgAYPYT1jKtxlBWObyw1KtF5nxh9f1wzxE3rhN2UZtFRdhw2tlYZAuIVMJJvUOlPmiyHrIyA/BKRZBjnd+8sh0NLR2O1OFW3Hyk6ibbrHy0O/lEpGGVeSLSKACbdBBPmWbyQTLK4YW1XtkSNaRuFt//921TcMZDG8M+R9y0TsigO20WVcxiD4c1xV9WSiJTDJOsFFJAV6kI1vipGK8HXq+HaaMoWodbIXFmTscYseLWhZ8nrVy0+0SkYU1Nqe1vqz4XKdPJcnhhrZdn3eWpm8X3XyquiMgc0cfKdvr8KC6rlb6GuHVtcjNRt1k8evQoHnnkEaxYsQLl5eWIiYnB4MGDMXv2bNx4442Ij4/nLnPRokVYvHix5XX79u3DaaedRv28rKwMDz74ID788ENUVVUhJSUFo0aNwvz583HRRRdx2xUOZMsWOCFvwFumiA3dRZbBLUc5brHDCCXVET54+tCJcTG71gnbZJcl2wdZy6usa5ZanghOrSFuXpvcTFTpLFZWVmL48OFYvHgxSkpK4Pf70draik8//RS33norxo8fj/p6cfHhuLg49OvXj/pfbCx9b7169WoMHz4cTz/9NCoqKpCQkIDa2lp8+OGH+OUvf4mrr74abjzxly1b4IS8AW+ZIjZ0B1kGEmOkfyIQ7jSHbrGDhpLqCB88fejEuJhd64RtssuS7YOs5eVkJEktjxen1hC3r01uJmo2i52dnZg5cyYqKiqQnZ2NtWvXoqmpCc3NzXj99dfRp08f7Ny5E3PnzhWu46c//Smqq6up/+Xm5hreV15ejl/96ldobm5GYWEhvvrqKzQ0NKChoQH33HMPAOB///d/8dBDDwnb5hREtoD2AN6DwK8uVtkClvKyUgLplazgrVtrQ1ZKAtO1onW4jU6fnypLRP62+J1SdLKmuolyO8yQ7fMKOqxzkXeNkVGmE7axEKl6Sd0svn/5hNyIzRGn1pBoWJvcTNRsFp9//nns3r0bALBixQpMmzYNAOD1enHJJZfgqaeeAgC8//77WL9+fVhtu+eee9DU1ISsrCy8++67GDx4MACgd+/eWLx4MebPnw8AuO+++2w9+XQCkfR7rOXRUoYtmjU0mPrOCqu6O31+FO2rwcMffImHP/gKRftrgnWwEs50b07BE4fXE+ygQWKVpg/tR9V0A5zzCRKD9fauQyguq+32X0ysqSkXnjuEa41hKZMl5aGMcnhxok946mZJ6Rgf6zVNBegHMHvsyVJtIzi1hrh9bXI7UbNZfOGFFwAAU6ZMwYQJE0I+nz17NvLy8gAAL774YtjsampqwooVKwAAv/71r5GWlhZyzYIFCwAE3oz6v//7v7DZxgNv+j0zWFKGkWv0KdgI2QyppdaUVGHMn9di7rMf47GNZXhs437MfeZjjPnzWgAByQt9yireOqIFt8ThucUOI9aUVGHisg2Ys3wr/vc/lYbXOJnWTlv/71/fhTnLt2Lisg3d/uiLpKY0m4tL3tvD1Q9mZaYnxTHL3cgqhxcn+oSnbpaUjrTrCI+u2+eI/7KuDWtLqx0pV8UqGxMVL7g0NzejqKgIAHDOOecYXuPxeDB9+nQ88cQT+PDDD8Nm25YtW3D8+HFT23JzczFkyBDs2bMHH374If7f//t/YbPPCjvp98xgSRmmvaa64TjqmtqQ0TuBSSrCTKfsSHM7rn95B568bDS2//GsLhkS0pPikdmHrY5owi1xeKzlV9SwBdDLglX7c+G5QxzbKBrVT2KlusuPFhpkrv/P+n346/p9IZ+L9AMp027mFVnl8OJEn/DWbfVGMLnusQ378ei6vWGxkXUNea6oAuPyMpjrdcsaGa2EbbN45MgRjBo1Cl6vF2VlZVz37tmzBz6fDwBQUFBAvY58Vl1djbq6OmRk8MVTfPHFFygoKEBZWRliYmIwYMAATJ48Gb/5zW8watQow3tKSkqC/x46lH60UFBQgD179uCLL77gsslJzGI4gMDxw+J3SnFWfpbQosmSMkwkrVinz49Fq6z7kdheOCgThYMyuepwGtnpxdySMovEY1lJg7z+yUH8duppYdmsW/k5wYPA05yfF2QL2UUbUwCmsVJ251k08canXxv+XbQfYrweKfNbVjkiyO4TVnjW3tc/OWj4dydsDKwhiahuNH/Cx1uvW9bIaCVsx9CdnZ2orKxERUUF972HDx8O/nvAgAHU67Sfae9hpaamBnv27EFSUhJaW1uxd+9ePPPMMxgzZgz++Mc/mtqWnp6OpCT6G2TENiu7Wltb0djY2OU/p4jWGA5efTS3YXZ8LnqkwxqL5PRmJMbrwZxxp1heF86xYdX+tOPvZmP62IZ9UTnPZBOt642TREOfhNvGtaXVaOnotLyOt163rJHRSlTELB49ejT4b7MNmfYz7T1WDBo0CA8++CC++uortLS0oLa2Fk1NTfjggw8wZswY+P1+3HfffXjkkUeotpnZpf3cyq6lS5ciNTU1+N/JJzsTRAxEbwxHJHXK7EKOz43ywZLjc9ENI2ssktPkZiYzXReusXFap9NqTB9dF3rEKKPeaCNa1xsniYY+CaeNJFyDJV+2SL1uWSOjkaiIWXQaI7md+Ph4nH322Zg8eTImT56MTz75BIsWLcK1116L1NRUx2xZsGABbr755uD/b2xsdGzDGK0xHJHUKbMD7/G5yC9c1lgkJ3GbXzmp08k6prLrjUbc5hduIBr6JFw2soaL2K3XDWtkNMK1WZw6dapwRe3t4i9L9OnTJ/jv5mZ6YLz2M+09dkhMTMT999+Ps846C8eOHcP69etx4YUXhtRjZpf2cyu7EhISkJDAphFol2iL4SCyJ9UNx5GeFGf5Ak5WSoJrbAfCl15MJA5UJm7zK2KP1VG0iF2sYyq73mjEyi+AQD7kw0eO49nNB5hfduPBbWne3DZX9HT6/PD5/EjrFYcjx43XW1k28qaKFalXP/7nFGRje2V9xFOjRgNcm8WPPvoIHo8n7JlI+vfvH/z3oUOHMHz4cMPrDh06ZHiPXbRSPQcOHDC0rb6+Hs3NzdTjaGKbTLvsQmI4fv3yDniALouV22I4jFI0WdHS4cPa0mrXHC1E8/E5D27zK609VisXr1284+SG/ogUMV4PZo3IxlObyqnX1DW145Y3P+vyN1mp2NyY5s1tc0ULy5or00aeuSRSr1F7vB5AK3UaaX9wM1ybxZiYGPh8Pvz85z9HVlYWV0Wtra14/fXXue4hDBkyBF6vFz6fDyUlJVSJGvJmclZWFveb0KJo387+4osvMHbsWFPbzN6YjgQkhkM/ibJcNGlYZU/0NDS3u0qWJFqPz0Vwm1/R7CGIfknwjNNN0wbj9U8OuqI/IsGakio8bbJRpFElQZ7FzdJFbpsrAPuaK9NGnrnEWy+tPXpNfDf4g1vh2iyefvrpKC0txcUXX4yrr76aq6La2lrhzWJSUhIKCwuxefNmrFmzBrfddlvINX6/Hx988AEA4Oyzzxaqh8bWrVuD/ybC34SJEyeiV69eOH78ONasWWO4WaysrMSePXscsU0Gbo7hEI1jAdwnS8IqK9NdUs25za/s6HrS4BnT3049Db+deppr+iOc2JnHBNF5bJXmzQ1rhJvmCstYpfWKw+NzR0vVomQJUxCpl8f33OIPboTrbegxY8YAALZv3+6IMWZceeWVAICNGzfi448/Dvn8zTffDB4RX3HFFczlWh2pt7a24u677wYAJCcn48wzz+zyeXJyMi666CIAwBNPPIGGhoaQMpYtWwYgEK/4i1/8gtm2cELi3M4fOQATBjorRssDbxyLHjdITxAilV4skrjNr4g9F4z+Ia6ZdCouGGXPLt4xdVt/hItIzuNokKcB3DNXWMbqyPF2eD0e6WkQzaRtPAAeuGgYCk/L5KqX1/fc4g9ug2uzOHr0aPj9fuzcudMpe6hceeWVGDZsGPx+Py666KJg/mefz4c333wT8+bNAxDIoqLf0C1atAgejwcejydE53HTpk2YNm0aXn75Zfz3v/8N/r29vR3r16/HpEmTgpvTe+65xzCd35/+9CckJyejqqoKM2fOxL59AamMpqYm/OlPf8KTTz4JAPjjH/+I9PR0Kf3RU5AVu+eWGMBIpRdTOIcaU2siOY+jQZ7GTUSyv5yQthG1U/lDV7iOoUePHg0A+Pzzz+H3++HxsO/uExMTccUVV3DdoyU2NharVq3ClClTUFFRgWnTpiEpKQk+nw8tLYFBHTVqFF555RWucv1+P9avXx/cfPbq1QvJycloaGgIvsHt9Xpx55134vbbbzcsIy8vD//85z9x8cUXY/PmzRg8eDBSU1Nx7NgxdHYGxEWvuuoqw+NzhTmyYvfcFAMYqfRiCudQY2pOJOdxNMjTuIlI95fsI3lRO5U/dIVrszhx4sRg2j1ekpOT8fzzzwvdS8jNzcXnn3+Ohx9+GG+99RbKy8sRFxeHoUOHYs6cObjxxhsRHx/PVeawYcPw8MMPo7i4GLt370ZNTQ2OHDmCpKQk5OfnY9KkSZg/fz6GDRtmWs6MGTPw+eefY9myZVi7di0OHz6MtLQ0jB49Gtddd13wqFrBB0scixlG8gqyU+2JEMn0YgpnUGNKx4l5LLPu7hInLAM3yPnIlP/i9b1IyxW5FY8/3Do4Ci4aGxuRmpqKhoYGpKSkRNqciEDeZAPA9UVDtn7a44s1JVW4863dIRkC0pLi8MCFw3r8caFC4RSi8xgIzGUn3oYmXDc5Dwtm5AuV3R2hjZXRmhoNsPqe7PZ1p+/vqEj3p+jZ0OJYrNDHuTiZak+hUJgjOo+zJaRim16QjfmT86ifP72pXM19Dd0tLR6tPfrDpGhtXzhQTxZdTnf6ZWKXtg4fxi9dj7qmNuo1GclxWHje0BA5lE6fH4UPrGeSONlyx1QVZ6ZQOAQJA7nh1R3UrCAAkNorFv+YO0ZKiEinz4+JyzZQ34olR49q7nfFbRlv7KJvz5icdGyvrHesfd3p+1vlhlaY4qbFYntlvelGEQhkgMhKSQyJd9l6oDYsqfYUCoU5MV4PvF6P6UYRABqOd0iTZ+GRz1Fz/3sinTpUNkbt6U7tc5Kw5YYmeDye4JvHCnfjtvRYopIOa0qqcOeK3dLrUSgUYoRbnkXJ5ygU9pCWG5pI4tBOtcl9otI5ivDixvRYIpIOIqkClWSCQuEsFTVNTNeFW3JHzX2FwhiuzeLkyZOpm73//Oc/6OjowBlnnCHFMEXkcGt6LF5JB5EUY0pCQ6Fwlk6fH69tO2h5ncy56AY5GIUimuF+skgjOzsb3377LTZu3GjXJkWYoMUjujW+h6SD+vXLO+CBsaSDNlWeSIqx7pRqT/E9boq97elsK69jih+ePfYUaWPEu3Z0R9QcUNhBveDSQzGLR2ztYBNej0R8D5FA0NueZRBLyWNfelIcliqdxW6J22Jvezqs8zI3M0lqvTxrR3dDzQGFXdRmsQdiFY/4h2mDmMqJVHwPazooVvvunjEEV0/MU7+yuyFujL3t6UQyflB2KrloQM0BhQzUZrGHwRKP+Nq2g8hKScQ3je6N72GRdGCNU1Ibxe6JW2NvezqRjh/sbnIwZqg5oJCFyuDSw2CJR6xubMWccacA+D6ehxBN8T0kTgmI7nYoxOCJvVWEDzUvw4eaAwpZqM1iD4MnXqg7pHvqbmmrFOwobT33ouZleFBzQCELdQzdw+CJF5owsG+3iO/piXFKCqWt53bUvHQeNQcUslCbxR4Gb7xQd4nv6S7tUHTFTA4k0rFxPRlWmRY1L53F7XOA5AkvPlADIOALMnKBK+TDtVl88cUXqZ8dP34cAPDSSy9Rs7gQrrjiCp5qFRJRemOK7oKVHIjy9cigZFrcg5vnwJqSKtz51m4caf4+R/hjG/cjLSkODygZM9fh8Vvt7DR4vV7b6fo8Hg86OjpsldGTaGxsRGpqKhoaGpCSkiKtXLWgK6IZmhwIWZ20cW/K18MHz7gowofb5sCakipc//IO02ue7Aa+4tT3dyTg3izartDjQWdnp+1yegpOOptS9FdEI50+PyYu20B9y5McrW25Y2rQn5WvO4/IuCjCh1vmQKfPj8IH1ltm8cnuBr7SnTaLXMfQ5eXlTtmhUCgUTIiko1Sxcc7j1jShigBumQOs6R6Vr7gLrs1iTk6OU3YowozbjiUUClaUHIg7UeOiYIFn/JWvuAfuc+WOjg40NjaisbGR+R5yvTp+dgckrkj/FICkf1pTUhUhyxQKa5QciDtR46JggWf8la+4B27pnNmzZ2PlypU4//zz8dZbbzHdc/XVV2PlypW49NJL8dJLL3EbqZBHp8+PRavo6Z8Alf7JDCL1sHn/t9j930YkJcRgXG5fXPnTXMTHertc9599NXhz+0F8+c0xpCTG4uz8LFxVmNflOpH6ZcQduSV+yQyajWNy0pGRHI+6pjbqvf36xCtJnBO0dfjwUnEFKuuakZORhMsn5NryQRpul2mxC8+cIetEUdl3+G9dM2qOteF4ewfaOvxIjIvByRlJuGj0D/HT0zIdnXdkHfrXjq9x6EgLfpjeKyz1mjEuLwNZKQlMMYvR6ivdEa4XXL744gsMGzYMqampKC8vR1paGtN99fX1OPXUU3H06FHs2bMHgwYNErW3xyE7QPZv6/bi0XX7LK97bd54FSuiw0jqgeDxAPMn5WHBjHysKanCzf/8DM1toU/SPQDmTw5cJ1K/jNCBaAhBoNk4a0Q2Vn1WZRobB3Qdj57M0tWlWL65HD7NKu/1APMc6hurt1yj9Q1Xnjljtk7oSY6PwSO/GuFIn5itQ07Wy8LS1aV4apP5OxDR6itautMLLlw/L1955RUAwG9+8xvmjSIApKen48Ybb4TP58PLL7/MZaBCHmtKqpg2igCwtrTaYWuiC/IlSPsC8PuBpzaVY96Ln+D6l3cYLtBA4OntU5vKsXR1KXf9MkIHoiEEgWZjVUMLntpUbrlRBL4fD95+7k6QL2Sf7nGAT/UNFzxzxmqd0NPU1onrHZh3xA7aOuRUvSysKamy3CheNzkv6jeK3Q2uzeLmzZvh8Xhw0UUXcVd04YUXAgA++ugj7nsV9un0+bH4HfYvh7d3HUan/lumhxI4uv+C6dq1pd8yXbd8cznaOnzM9S9+xzp0wGq8ZJXjJGY2isDTz92Jtg4flm82/0KW3TdWa4wHkfcvXnjmDM86oUdmv3T6/Lj37ZKw18sCax+t+qwqqvykJ8C1Wdy7dy+8Xi9GjRrFXdHw4cPh9Xrx5Zdfct+rsI+VrIWe2qY2bCuvc9Ci6IFV6oEHnx94qbiCuX5WSZJwlOMkvH5qBU8/dydeKq4IeaKoR3bfRIN/8cLTJjvrhMx+2VZeh2+O0uN5naqXBV7ZHIV74HrB5ciRI0hLSxPK4uL1epGWloaGhgbuexX2EZEgULIFAZzqh8q6Zqn1W10XDdImTtTN2s/dic37vmO6TmbfrGMMXYmmdSWcc0ZWv/CWE87xULI50QvXZjEpKQlHjx4VruzYsWPo1auX8P0KcUQkCJRsQYCKmiZHys3JSGK6TpYkSTRImzhRN2s/dxfWlFTho701TNfK6ps1JVV4tqiC6dpoWlfCOWdk9QtvOeEcDyWbE71wHUOfdNJJaG9vR1lZGXdFZWVlaGtrw0knncR9r8I+RNaC5ZmwB+KyBZ0+P4rLavH2rkMoLquN+riTTp8fr207KL1crwe4fEIu07VWY8c6XgHJCvoC7EFAcqbkUAPuebsEz24+EPZ4v5Enp6FPIreiFxWefjYjWvyaJ25OZt+wxEPbWVciBc/cI5IwIsjsl3F5GejXJz7s9bLA2kfR5ic9Aa7N4vjx4wGAWV9Ry4oVKwAAP/nJT7jvVdgnxuvBvTMDUhlmG0by2b0z87l1uNaUVGHisg2Ys3wrfv/6LsxZvhUTl21wxRu2ovDGIZ2Vz/ZjaN4kdr3FGK8Hs0Zkm770wTJea0ur0dhCf0vTD+DbY224b/UevFhciSXv7cHpC98P21uzS1eXYui9a3C0pUNamTz9TCOa/JrHX2cMy5ait8gaZ+qH2LoSSXjmXozXg0WzhgrVI7NfYrwe/GLUgLDXywJrH0Wbn/QEuFaK8847D36/Hw899BCqqtgXysOHD+Phhx+Gx+PBeeedx22kQg7TC7LxxGWjkZVKf7qUlZqIJwT0raJBkkWEZzazPUX3ICD3sPyKsXjystFIio8xvY5H425NSRWeNpGamM8gM2ElpUHQq66GS2aFJvMiitfD389GRJtf88R5nZXfL6x1Xl2YG3VyKDLmnhnJCTHS9QStbHaqXlamF2TjyctGIy0pLuSz9KS4bqGv2B3hOu+56KKLMGjQIOzfvx8///nPsXLlSgwcOND0nv379+PCCy9ETU0NBg0ahIsvvtiWwQp7TC/Ixln5WcFMBJnJCYAHqDnWKpzJw0pegkhmRFtWmLYOHzZ8yfaiwIv/bxwm/egHAL7vYxkZXFikZFZ9VoXbpw8xzSYhKulBWL65HLecfbojmT9YZF5YOWvISRh/al8pWUqi0a8zk9mPQcMdI3dWfpaU+sIF79xjOY73Ahh5ShpOcSiDC4vN6b1i8fHdZzkyl1kha+TWsloUH6gB4MGEgX0x/tS+rplLiq5wbRa9Xi9eeOEFTJkyBV988QWGDx+Oyy67DL/4xS8watQoZGQEYgzq6uqwc+dOrFy5Eq+++iqam5uRkJCA559/XuhNaoVcYrweqdlZeOQloikrzEvFFUx6fymJsfjpoEwA36f5IgvgJeNybC2ALEd8Vn0rQ/qHyKxcM+lUAHLTBbLIvFhBUsk9efmPpX3ZsPr11rJaeL2esKVONO17xmozkuWlQ3R7mj9RX+WdeyzX+wDc9vPTpa2D+vUmtVecpQ31xzvw9/X7UHhaZsTSfJIxqWlqReFpP8CYnHRsr6zHu58f7vZpTKMV7kjy8ePH45///Ccuv/xyNDY24plnnsEzzzxDvd7v96N379546aWXMGHCBFvGKtxJNEiyiMAqPzLqlHTEeD2Gab4e27gfaUlxeODCYUJHK6x9tra0mvoFJKvficyK7HSBsuRbZMc5sfbbDa/uwJHj34+5k6kTrfp+w55vmMr5xcj+UmPk7p2Zj1+/vAMeoMuG0U4MtAzs+CrvuhbudZAnraCexzbux2Mb90ckzafRmHg96PKDsbumMY1mhJ5Dz5w5E59++ikuvvhieDwe+P1+w/88Hg8uvvhibN++Heeff75s2xUuIRokWXjhkR+ZPCjTNM3XkeZ24dRarH32XFEFtXxZ/Z6TkeRIDN++bxpt22Y3dswI1n7TbhQB5+IZrfp+6epSZvka2UfCtHho0RhoGdj1Vd51jVViS8Z85E0rSCPcsbe0MdGfLHTHNKbRjrBGxWmnnYY33ngD3377LTZu3IgvvvgCtbW18Pv9yMzMxNChQzFlyhQlldMDcPsxFC+88iOX/iQHUx7eaHmtSHwb6VuroyWz+DkiV2HnKJq0c+ojH0mN4Wvr8KH4QL2wXQSruE0RrPyahhPxjCxp56xeaiA4JUuij4eO5DGgjHjTMTnpIU+89Hg9getYJbZk9L2MGGRCOGNveVJ58tgVjbHF0YhtQbOTTjoJl1xyiQxbFFGK9hhKT6SPoUTglR/Z9fUR5hRWj67daxorZBRzc+/MfFxv0LdazOJCiVyFVRlmzJuUh11fH5EWm0ra+cYncjQsnYiJNTtetUJGnK7WF2qOtlr+YGC1b/bYU7jmopFPAjD8mzZ+LrO3mOagDGTEUX9SUcecMrG+uY1pDeDteyNkpx+166tWcYIkrvLN7V9zpfI0s4tnbkRrzLzbkKd+q+jxpCbFhRyLpCXFYalgvF6k4JUf4bneLFbILObmzNN/gPUMb2bTbNl5sN50w5OeFIcf56Zj/Z5vu3xBej2BjeKCGfl4e9chliZa9odRO2XgREwsOV7V25vWKy7k+FmmTU71EQDkZrJnbTGyg0ieaOd6WlIc2jp8XaSZ7Mbr2sFu/OCakirc/M/PmMpY8t4eZrt4+p4Gq5wXLyK+ahUnaCeukmaX6NyItph5t6E2iwrbkHgRo41Ivc2YmkjAk97vpD6J2FZey10HiaUh8Vy0PqxuaOF6ImgUD0U0DGmcO6wf/j5nDGK8HrR1+PBScQUq65qRk5HURYKGNdaqoob+woqZr9jFqZhYo+PVjw/U4q/r9zlik5N9BLDbRLODFpdrBInXDbd2np04ahIP6AR2fXTp6lKmH40i8Npmtmb9+uUdmD85z3TdEbHLztyIpph5NxI5oSVFt8AqDoXEi3T6/FGRMo0nvV92aiLG5KTj1Y8rueshLV/8TinaOnyW8WhW0FKpsWgYvl/yTXB8tlfWI7NPAs4pyA7RhGRN1fX6JwcNx5YnZokXJ9OD6Y/ZxuSkOxaf5mQf8dgk2w6yBjgNWWOqG44jIzneVEnIqC9kxgNqkZHqsK3DxxyXyoOIbYF+oq9ZfrDH0LLaJeqT0Zhm0o2oJ4sKW7DGBj22YT9e/+Sg62UNeOKB7p2Zj+2V9fjmaJtQXaRvXiqusH3cSEulxqJh6PMDd731OYrKak3HJ8brwZxxp+DRdeZP1GjxQaxp4USQEQtmhNGRV3JCDJpazTPhiNrkZB8B7LHDsu0IR8wY7/HkrBHZIX0hOx4QkBe3zar7yoOobY9t2IfqRjkxtKx2ifhkNMbMuxX1ZFFhC9Y4kEfX7Y0KWQPe1GUy4mBk6AzSUqmxlv2vHYeYxic3M5mpPKN+cTJmSEYsmB6aHAfLRlHUJpE+SusVmjbNCJ50e06MlZPjTxsrM57eVB6y9jhhoyz5IFl6pFpEbFtTUmX5g5EX/T7OyC6RsYmkdFN3Qz1ZVNjCThyIG2UNeFOXyYiDycmwv9Gh6ebZKdtofOzEgrHe++OcdHxaySenIzseScYxrIhNrPcsPHcIMvsk4KQ+ifD5/Zj7zMeW9/BoKzoR3+VUzJidsdKvPTJt/O2U06RmSZGxTgDA3TOG4KSUBCFpI5aUhrwsPHcILp+Qi+2V9aaSSyJzQ2VwkYd6sqiwBdGiE52OWlkDN2DVHn38C2scn1lZl0/IRUYy29MhK3v0XD4hN+RXOw/68Qm0l75om9nD2revzhvP7FOy45FIzNuja7+ydQybkhiLcXkZ3HG6rH10VWEezh85IJhPl8dnWbA7r/U4GTMmemRutPbYmc8E0t83nTUYEwaGpvoUjd2+fEKulPHIz04J+o6TYRIsJRNfjo/1YsLAvqZ2scyNrJQEnJ6dEvxbNMTJRwvqyaLCFjFeD2aNyLb91ptbZA14U5eJahhqy4qP9eKCkQOYs2/oMYvHiY/14swhJ2Ft6bdCZRPI+KwtrUZLh/ExrFV8EIuvkP5g0TeUHY8kU65m1CnpWFtazZ1+TCR1nhPp9uxoTBrhZMyY3bVDe79dTVKr/raTki4+1ivlDeOaJvGYTJ6+ZrGVxy+s/NwPoKXD1+Upu4w0gooA6smiwhZrSqqkvKHnJlkD3tRl0wuy8eRlo4P6c1rSk+Jw3eQ8ZFuUNU0w/ZpVmrs1JVVYZ7JRHJOTxlTPSX0Sg3FhNJmUtKQ40/ggK1/RtoU2BlpkxiOJxLyZ8YPe8cLpx0RS5zmRbo9WZlpSXIivpyXFISk+JqSM9KQ4x2Vz7K4ddu5nibUjyEhJt2BGPq6bnCdsL2Cvvaz3njc8Gwtm5JuuiyJ+QfPJVAPtT8B+GkHF93j8fr96LutiGhsbkZqaioaGBqSkpFjfEEY6fX5MXLbB1hcsSQW45Y6prostscpMYHS9NoMFOSKM8XqYshxMXLaBO7VctknfsYxP4MjNg28azVM1/vu2KTjjoY2WZRXdeaawLUZt0fZbZnIC4AFqjrVKjUeS4cdaPAD6pSRS3xZl9Xle/xO9xwrRDC5a/3cS0bljNA4svpCeFId7Zg5FVkpARskq1o6lXN518HhbJ8bdvw5HWzqY2kowWy9Y6PT5UfjAess3xrX1mK2LoujXhVve/Mzy7WxCOL9z3Pz9zYs6hlYIY1dewy2yBrQv2Bivh0vqI8brQeGgTBQOyjT8zKws0WM/M0kSlvGpbmzFTdMG46/r9poeYW6vrGcqy44tRm3hHQMRZMvEnDc8C+98Xk393Cj9GM0Hx+VlBP++rbwuuDmpbjiOuqY2ZPROQFaKvU2h1QaTNgZa27aW1QY28k2tKDztB1JfLLDabIjMHdraw+IL9c3tyEpJxISBfZlj4GSkH9TSKz4GD/1yeDDFqlOpHvWIyGfp10UZP2i0c6No/3fMG0VApf8TRW0WFcLwxgrpU6RluSB+xE4MkWxoqeWsoI0D6/jkZiYZ1qsdH7up/uymX3MSWXV6PMD8SXnI759qulnU10vzwVkjsrHqs6ouf9fHYFldb+XLov5vFd8paw4ZpYszSiNI5g5rajlaGlIeP+XpOyf8X2S9kCExxSqftba0OmQzJmu9lRFf7JY4+WhBbRYVwvDGvjx+6Wh4vR6pR2R2sEpXFQl9Lm1quaL93+GxjdZ5YGnjwCNzM2Fg35CUdtrxsSOZI+N+J+FJ72jEj3PS8POh2bjyp4HUiMVlbOkftXGgeh+samgxfDmA9iCLdr2ZL4v6P0vKNRlzyCztHi2NYANjelFaGlKelJZ/XbeXue+c8n+yXjxfVM6Uo1rG/GIt47miCozLywj2g6z1VlY6TDfFyUcD6gUXBTf6lFpWEEkDeIDqhuOoOdqK6sbAMUCkpAzMtNlIuqq7Vu7Gyp1skgsyJRrIsd9NZ/3IliQKjwwQ7Wio0+dH0b4a/HvvN5ZSGB4AVUeOG7Z/TE66pYSPB0BHp0+qT7R1+PDs5gO45+0SPLv5ANo6fF0+50nvqIf03xvX/RTzJp8aTI3I2u9jctIdTe0HdE0rqe1XFv8nqSiLy2qxcsd/8ezmA1ix/b+4a2WJpc20ellhTbt318rdaOvwcWstEv1QvW2s8iyvbTto2nd3rtiNov01wfJ5Jbm0WK0tMV4PrirMky6fRIO0xQoPgEWrvkDR/hqs3EH3Gx5fMUszyINK/8ePerKo4ELk8b+RpAEhUke+LLFJdU3tuOmNXQDM7XTqKJtVaob2dJb1fprEy6wR2Xjj0/8yHesBgXG++c3Pgvdr27+9st4y7aAfwOXPbZPmE0tXl2L55vIu9d63eg/mTcrDghn5AOyld6OlWGTtd5Y4UBkYxWixxpCOX7oedU320lmKxIaxjktdUzvGL12PKyfkcK9JtBhZKxkilpi9I8fbMfeZj7v4soi8EevaYnet4IH0kZW8kB+BOGYWwXhWX2FJM8iCUapHhTnqyaKCGRF5kTSKpAGhKkJSBrzxKjTJBRlyGDR4pGZE7wdgaD851mTdKOrRt5+nv2X03dLVpXhqU3nIBtXnB57aVI6lq0u57dJDS5/HOm7hjpnS1reu1DqmEoDwRpFWLyus9gEBG0XTzxnZZiVD1HicfU5ofZlX3ohnbbG7VvAyvSAb1xTmSiuPYOYrMtMMGqV6VJijniwqmGA55slIjsPdM/JxpDnwluZJvQOSBoD14hrulH+88SpGqe+sjvL01/PA0t+rPqvC7dOHUKU6rO5/e9dhvL2rypFjUH37efrbbt+1dfiwfLO59ufyzeW45ezTkdlbPFuHUfo8nnELd8wUqa/T58dKxheWZNbLSjjto9mmjR3WywPdtXI3c/l6X6aVa5TlhXVtwYl/i64VokzLzxJOJECDNh5OpBl0U5rZaEA9WVQwwXps2z+tF66ZdCouGDUAXq+H6cjALOWfU+maRNKZ6e3kkcPghUdqRvT+6sZWKUc6NLTt5+1vfd/x+MFLxRWWR94+f+A60Z1yRnIcqhtbQmzhGTfZKfVo6OPVtpXXoa5J7ImxnXpZCYd9LDGC735+GABw3vD+QQkYEdv0vkxiks1S27GuLVvLam2vFXpInPLDH3yJhz/4qkvspfYan8+PtF5iaUr1WPmKbHkrt6WZjQai7sni0aNH8cgjj2DFihUoLy9HTEwMBg8ejNmzZ+PGG29EfLz1CxesXH/99XjqqacAADk5OaioqKBe29HRgRdeeAGvv/46PvvsM9TX1yMxMRG5ubmYOnUqfve732HgwIHSbAs3ItIPvMdP+uudlLWxk86M2OmkHIzdst0kC/Ht0Rbh/uaVKAGAyrpmprIr65qR2UfsySItnpVn3GSlyjTDKB4uHL5hR0PVrn2s/iUSI2jHNp57Wa+94dUduGj0AGllskgVyUyLCbD5ilM+66Z10u1E1ZPFyspKDB8+HIsXL0ZJSQn8fj9aW1vx6aef4tZbb8X48eNRX18vpa6PPvoITz/9NNO19fX1mDhxIq699lqsW7cO3333HXr16oWWlhaUlJTg73//O4YOHYo333xTim2RgEdSgvceo3udjAUksKSUM4K0y0k5GLtl25WDkQmxUaS/K2qauf0gJ4NNSy4nI0nKUbDWFp5xk5UqEwD6JsczpZUEwuMbdtIM2hmT84ZnM/mXUQwfy5oTjlR5PNceOd7OfBRsVSaRKjKKUyZSRUtXl0pNiwmw+YpTPqvkc9iJms1iZ2cnZs6ciYqKCmRnZ2Pt2rVoampCc3MzXn/9dfTp0wc7d+7E3LlzbdfV3NyMa6+9FrGxsfjxj39sef0f/vAHfPxx4I2vRYsWoaamBo2NjWhpacFHH32EoUOHorW1FVdeeSUOHQpfrJBMxuVlnEgNZ87rnxwMkYtghdxrFa8DiEty6JlekI0td0zFa/PG45FfDofH4iGI1xOQgQHsyWFYYVdqg0UOJislkP3DqWNQIxtJf79yzU9Mj7BYJEoAYz+4fEKupUyP1xO4TsZRsNaWMTnpYZfNyUiOQ/GCM7FgRn7Ql/82eyRemzceW+6Y2uVL2I5UkBXpSXF49BLjenmwMybbK+ux4ZafWUp6rfqsiktKCGAbXyNE1gHePvB6YGsdYpUqWr653NRn03rF4aWrx1muKxnJ7L7ihM/KlBLqKUTNZvH555/H7t2BwOIVK1Zg2rRpAACv14tLLrkkeFz8/vvvY/369bbquvvuu1FWVobbb78dQ4cONb22tbUVb7zxBgDgyiuvxL333ou+fQOv/sfExOCMM87A22+/DQA4fvw43n33XVu2RQqS5skKfWzOvTPzmRc8cu/WA7WOxQIaQWKI+qcnwSpTus8f+EIi9907M9/wOrupDLVl6++2KptVdmTOuBwsmmVch13MbCTpvx64aBg8BnVrJUrMYippfhAf68W8SXmm9s2blIf4WK9pP/NAbNleWc80bjJlc66ckBfUeLSKh7MjFUSDjOHSC4fhglH0ODxW7IxJVUMLXv240vItbr3fsMYImo2vEaLrgNnaYoTP//2LLyL1s/qF1e/zI8fbERvjpa4rxFfuv4DdV5zwWZrslYJO1GwWX3jhBQDAlClTMGHChJDPZ8+ejby8wBfEiy++KFzP1q1b8fe//x2DBw/GH//4R8vr6+vr0doacGTaU8iBAwciIyPwC+bYsWPCtkUa1jRP2jgQcvTIGgi9trQaN7xirt9lVI8MROMEU5NC25aWFGc7Awyv1AbNPhq5mUnUOrJTE3Hd5Lyg9BEvLEdLVu0T8TfCghn5uG5yXsgTRq8HuG7y9zqLZnaI8O3RFqZxk+m7PCncWOtNS4ozPNY2ws6RMw07Y8IasyoSX202vmlJcSHzxU7f8K6dVxfmcq8VBJn+yDoHeMqTDU32SkEnKl5waW5uRlFREQDgnHPOMbzG4/Fg+vTpeOKJJ/Dhhx8K1dPa2oqrr74afr8fTz31FBITrReqfv36ITk5GU1NTfj0008NrykrK0NdXeBXLMuxtlsRjaObXpCNPolxTOKsz3FIMciON+Ftn1naKVo6MV5YpTaM7LNCG0tIq+P26UPw3JZy3LfaOpXYwnOHILNPAlcqR7O6edLmGbFgRj5uOft0vFRcgcq6ZuRkJOHyCbnBp3BGdrCmTbOyxWrcZPquE7Fwj88ZjcJBmbh9+pDAk52G46hr+l4SCx6g5liro2k79X1Yc7SVaWxYY1a1fSFrzgDgmqtW8KydZ+Vn4e5z84Xqd8IfRdYuO7YtPHcI6pvbmFKkGsleKcyJis3inj174PMF0nQVFBRQryOfVVdXo66uLvg0j5U//elP2LNnD6699lr87Gc/Y7rH4/Hguuuuw1/+8he88MILyMvLw29/+1v07dsXnZ2d2LJlC2644QYAwC9/+UucccYZXDa5iUDcYiL1aNCDwC9HfRxI54kzkrRecThiImjr9Vgfc5jVIwJJc1fdcBw1x1qR2isODRQbtfVa6enZ0Qk0so9nsSXxTtUNLYb2GfUfOb7UE+P14OqJeXiuqNyyvKsKA0/2t5XX4d3PD9v+shRph574WC+umXSqZV2knzOS45GRHI/6pjbueEKtnA5pNy0bBUvb+qUkAPDgm0a29rP4Cmufjj9ht74NIv5oB239nT4/ntlC90MgMAZpSeZjaOQ3MucMb7YaK8af2pfZNjOfM4PEpFsd93o9gN9v/LY5ax/x+pDV2ACBcc/onYDTs1Lwr+2HmOeMgp2o2CwePnw4+O8BA+gyAdrPDh8+zLVZ3LlzJx588EH069cPDz74IJd99913H2pqavDiiy9i0aJFWLRoEVJSUtDc3IyOjg6ceuqpWLZsGW655RbLslpbW4PH2gDQ2NjIZYuTrC2tRktHp+FntNgYFpkFInXB876KjHgTHgkIffuKy9jjKkW/PESlg1hSlvH0H2t5tLSBZvZatVFmO2jIkgJhTQ8JsPXpolmBeGmW9vOkhRPtUyelrFhgkV+qa2o/kQjAGFobZc8ZmYTDthivB+eP7G8p4zRvUh6e3lQubIeID7GOO5l7aUlxwfhNN41jtBMVMYtHjx4N/jspiX7EoP1Me48VHR0duPrqq9HR0YG///3vSE9P57IvMTERzzzzDB566CHExQXiSxobG9HR0QEgcIxeV1fXZRNIY+nSpUhNTQ3+d/LJJ3PZ4hTkyJWW/s0oRo81PWBWaiJz6igZsYA8thH0sTZOaiya2ccqHSQzZoilPMA4baCZvSxtlN0OVhuMIHGcLHF8LOPE0jaWa3h9RaRPwyFlxYLd+FKzNjrta3YIxzxgkXEadUq6sB12fIhn3BtOfEfpY8ndMI7RjMfvt3r/M/K8+uqrQUmcffv24bTTTjO8bu3atTj77LMBAP/5z38MX4Qx4s9//jMWLlyI8847D++8806Xz6666iq88MILpqLc5eXlOP/887F7927Mnj0bt956K370ox+hvr4eGzZswIIFC1BVVYUxY8bgo48+Qu/evam2GD1ZPPnkk9HQ0ICUlBSm9sim0+fHxGUbTL9Qs1ISUHTnmcFfbCz3pPWKw+NzR2P8qX2xrbwOc5ZvtbTllWt+gsJBmfyN0MBim5GN2l+jxWW1TPa+Nm8895NFK/vIUcqWO6Za/kKWfWxoVB4Abnt52+jE8SeLH2Qkx2HheUORlfJ9ndrQhSXv7aG+ecs6Tixto11jx1dY+1SmP8qCdQwA4zFkKTtcR+08RGoeAF3HGeCLzZTlQzxzr19KAh751UjHY2vNaGxsRGpqakS/v2URFcfQffr0Cf67uZn+ppv2M+09ZpSWlmLJkiXo3bs3/vGPf3Db1tnZGdwoXnHFFcG3tgGgd+/euPLKKzFu3DiMGjUK27dvx7Jly7BkyRJqeQkJCUhIEM9X6wSsqeMeXbsXhadlYlxeBtM9R463w+vxIMbrYY5LGSsh1oQnddSR4+2AH8KxXyKxMTxpBK02oiwxTGYbEaO/68tjPZLfWlYLr9cTfFmBp42isVhmsKawzEpJ7FI3saW4rNZ0k0La8HxROa4qzKN+URnFBRaX1Vr2O0sbzHyF1TeeLypnqkM7/2V8KZttjFjHADAeQ6vyZdsrq0yi8SoT1vVQn76ThnZDR16KqjvGN99p8My96sZWeD0enD+SLcONwpyo2Cz2798/+O9Dhw5h+PDhhtdpBa+195hxww03oK2tDYsXL0Z6enqItA05Svb7/cHPEhISgsfNH374YVD/8dZbbzWsY8iQITj33HPx1ltvYcWKFaabRTfCepT62Mb9eGzjfmSnJmJGAdvbZqRsbVwKjbqmdpzx0EbbMVK8R8M3vLoDD1w0TFrslyz7ZEhK0GKIZo3IxqrPqphii9aVVjPVdcOrO0xfcDLCyXRc4UqpuOS9PXhmSzmT3/LGdDnpK7yxnNr5b3eOsvaDaPtl+L2IvTwYlal/CVBGX/P6xtrSatz8z12GbQVgK/5Xtj+rdH7yiIqYxSFDhsDrDZhaUlJCvY58lpWVxfxyS3l5IE5jwYIF6NOnT8h/r7zyCgDg4MGDwb89/vjjwftLS0uD/zbL/Txo0KAu9UUTvLIK1Q0tQimophdkY/7kPNPrqyTESPG258jxdmmxXzLtsyt3QYshqmpowVObQp8mGcUWrSmpYh5r3o0i4Gw6Lrv9zGMbS1yWSEyXU77CG9OrxW4cI08/iLRfht+L2ssKrUz9S4AyYkZ5feO5ogrDtl7/8g5cbzMVoGx/Vun85BEVm8WkpCQUFhYCANasWWN4jd/vxwcffAAAwbjFcEA2sUAgdzWNb775BgD78bib4E09RdYz3hRUnT4/Vn3GtujZSffHm4bQrE5tukBaijVR+3j6jhcr6R8j9Cn2SBlOIKONVtjtZ555YZWmUjTFpRO+IuIbWuyk5OTtB972y/B7O/aywGOjjPSnPOsh7aDE7osPvH4ajjVS0ZWo2CwCgVR6ALBx48ZgHmYtb775Jg4cOAAAuOKKK5jLraiogN/vp/5H6s3JyQn+7Q9/+EPw/tGjRwf//cQTTxjWUV1djZUrVwIA80s3kYTETL2961BQGFkk/RZvCiqR2BkW+/WLKG8aQqs6rVKsmdHp86NoXw0e/uBLPPzBV9i89ztsPVCLcwqyLPsOgGk7zeCJ29SijcOzSssoipF/WI2pCFYp1fwAZhQERIVJfVo7tpXXYeG57PPCzId4Yg9pbWCZZ3p/K9pfE9KXor5hZO/WslrL+njq1vcDb/vt+j2pl/jBo2u/kp6alNdGu+lPedZDCdMuBP04mc118tm7nx/G7LGndLlfW54fwOyxJ+Pdzw9LWy96OlERswgENot/+9vfsHv3blx00UV44YUXcOaZZ8Ln82HFihWYN28egECGlzPPPLPLvYsWLcLixYsBBI6Bc3Nzpdk1adIkjBgxAp999hkee+wxxMbG4tZbb0X//v3R0tKCjz76CL/73e/Q0NAAj8eDm2++WVrdTmAWezN/cl4gkTzHvLu6MBfvl1R3KS+LEmfDG19idD1r7BA5QuaNr5EZA7OmpAp3vrW7ixzRYxu7XuM5IYJLyNLEBunfLuSJX7LbjiXv7WFOQ8aL3j+c1vdLTYoLkYQi/f5sUQWeLaowjWebPzkv5O9mGPW9nRgsmi8b9WOov+1HWlIcHrjw+5hcmT4+76VP0dz2vTarUX1W7TPCKKWoVft5yjerV0SXk6deURvttM1qPSRx6KwhJzykJcVh6Ql/MJvrQGg8JEmvqPVpIpnz6Lp9IWUo2RxxomazGBsbi1WrVmHKlCmoqKjAtGnTkJSUBJ/Ph5aWgPOMGjUqGGMYLrxeL1asWIGzzz4bBw4cwKOPPopHH30UvXv3RnNzczDzTExMDP7yl7+4OoMLLX0diUcRgScFFW98if56M/t//fKOkDhCbTqqLfu+w+MfWaeJkhUDs6akiqlPyQ/iawpzMS0/C+PyMrC2tJqrnUbIaIdIDCINWqpA3jHlwSxdo/4HEYln01Pd0IKnN5Xj8UtHoaqhhSkdnVHf243BskqtZuZvR5rbcf3LO/Dkib6UGeel3SjS6tNiJ6UoS2o5u22rqGnGX9ft5T52dSIlo6z7CNo+1L7JTCSHtpXXObJZJKlRRb5/Gprb4Qdw07RByM1Mpo6PjPWipxM1x9AAkJubi88//xz33HMPCgoK4PF4EBcXhzFjxuDhhx/G1q1buQW1ZTBw4EB8/vnnePTRR/Gzn/0MmZmZaGlpQWJiIk4//XRcd9112LFjB373u9+F3TZWWGJveNDGjLAe07LGztDiHUVih4htN5/9I6EYGJHj0U6fH4tWfWF5nbbu1SXVwbplxEjxxqGK4EFAfzMrxbwekqpL/wXvRDwYwW5cnt6OJe/tweUTcoXjqFjGQ5tO0Ch2jrZRYvW3Rau+QKfPzxQPxjKuVojEYAL0fmBZZ0T9nrT5tW0HuXzGbMxpawevjXbj8/ShFePyMnDB6B/imkmn4oJR3/elU2uGBwHfW7SK//uHhOq8/snXOKcgG69/Yjw+MmI7ezpRIcrdkwmXqCeryDQrHkDoV5zZ0x6zsmWIZC9dXUpNd2VUp+jxqGhfvzZvPABIEwMnfQ3YD1DXQ75QtNldWOrR9p+Twuey/Z3Y0XC8zbCt2v4wS30o0k9WfsjT1pumDcbvpw2i2iI6rjSMxk60H1jh9XvS5j9MG9TlaJP1PqMxtxozVhtZ/MoM3jXMzC8ivZFYeO4Qpif7IuuFKN1JlDuqniwqnEO2HtX8yXlCixeJnaE9YcymyNLY1d2ySnelb48duQw7MUky9cVo0j88ae0I+vhFlpR1Rmj7z0ktNSf017492mJLTkmkn5auLrX0Q562PrpuL3OaRdo1PLGsZjGYvP7CCq/fkzbnZiYz16G9z2ijKJrmUv+w1I5Ml8gaZuYXT142Gk+arN1OU1lHT9ihRWkvihE1MYsKZ5GtR7XqsyrcPn2IkCi1VeyMnXhHo+tYjiS17bE6HvUgcNxxVn6WlNhMkftYrzWL9bp9+hA8X1TO9Gv98UtHB7OzGMWL6ceUlqpL238PXzxCalvt3sNaJmv8nBE8/QQg8MKZQTki/UggvsvSDqNrfH4/5j4TqlhhBEsMJqu/0OabVflGfm/0d6IMYcVvp5xGzWTDs3YY2TgmJx3bK+ttZ4mxs4ZZ+YV+7a5rbsPjG63jwe2Sk5HEdJ3SXhRDbRYVAKzT1/GiTd3Em04OYEtFxmM/Lf0eSzozfXvspuMbl5eBrJQEVDe2ht5MIa1XHHx+P8bmsreTNf2YWV+fnpWCtF5x1JdZSA5WeMBcD2uaPPjhWEpFmf6ut4M313NmcqD/tDlsWVPZmYVfafuRx99I6r4Jp/YNsYvFfzp9fqb6rOLseP1FP9+sxsHI783uYV1jbjprMHUDZ3ftMJurPOkG7dhhFR9LPstK7YVZJ1LtvbXjkGm/9UtJAODBN43885H0++UTcvHMlnJH1guF2iwqThDj9WDWiGxqzB6BJzaFJjNhJ62Wmf286fd4JTDI8YXd49EYrweLZg3lesP8yPF2zH3m42DfPb2p3LSda0urbcnNsPQNqb+lw9flSZJVPaz9V9PU6lhKRTN/4UFvB0sMmFXfkutbO3yCVnWlpqmV299I6j4ju6z8h9W/WcdOZL6JxBNb3SMjxSdPW3ja4FSayLWl1V02i7zSNuQzq35bNGsoAFCvsZqf987MR3ys17H1QqFiFhUnsIrZu25yHp5kjCMiVNQ0S02rZQVPvJhIOjNyfCEj1dT0gmw8ednooE4YK0SqZf7kPGo7AdhKP8baN6kGGmcs9fD0n1MpFQG6v6QlxYWMi1U8m/alBLN+Z+lbcn1FTZNw27SQfnzystFITogRLodnfpr5d3pSnKFsDg3e+SYSi8d6j11/ZG0Lbe2kpdzkbS+rbz1XVBG836weWqo/YgMA4RjYVIs1UhtP7uR60dNRb0O7nHC8TdXp84cIPOvJTk3EljumAgC2ltXihld3WB9NwoPqRr5gYnJUsOWOqcK/AK2OY1jaa2YTud/quIOlDZ0+P7aW1aL4QA0AD35y4ojkxtd2mvZvVmoi/n3blJD4JSBUrJvHNpa+SesVh/+ZMwq3/etz6via1SPSfzxHbLwYlQ2AK3TCqt945wTr0Zz3hHg4az+2dfgwful6y+NtM7t45qfevycM7Ivxp/JnOWL1F4Df/1nGTpY/srTFyk9ktLfwgfVMYQnateaMhzYKZb/R28sbonHLm5+ZzplsA390cr3goTu9Da2OoRVM6aVIijcinHz/BcNww6t0aY05407hkpkgWMXssGAV78iTTsvo+MLOcZTRIlY4KBOFgzKD1xSX1ZoKXpM+2l5ZH2wnKbdo/3e2YqJY+ubI8Xbs/eao6QJuVI+27bPHnoK/rtvL3H88May8XxS0snn8jyUGjCdGlVx/07TBpv00b1KeZUiCdpOwvbIevxjZH88VVQgdv1uNq1Hssda/Rb7EeeZbcZl5Ckpi/9ay2uALWTVHW7nnDG9MNU9bfjXmh/i7yQshWntw4t88tm8rr2P2RXL/S8UVwikg9TawxlyeN7z/CVvZ48kJouOjoKM2iwrm+BXtW7G0NGckxZbdeCsn5Q14yqalJuRJMUZgjSvijdGSmX6MtW5emQojG41SdZn1HwtOpgY0K1tWfKGe3MwkSz8bdUo6U6o//TX6VJI8mI2rrLg6LazzjdV/zU5GaMhak8zaUjAgBf/D+OawaApBkXawzndWG/TQfGNGQZbtshVyUJtFhZCUgDbNWXpygrDMhEybZJe98NwhuKowj/rkg0cihSdtHU+MFouIOe1enr/raW4NTeNGK49moz5Vl93jokikBiRl/2HaIKFyrTipTyImDOxr6mcsqf6MbCdvUs8o6IfVJd9w28XT3zLGhmW+sfqvSKpKmWuSUVs2fPkNlm82f8FQ1B7ttSLtYJWlYbVBi5lvsKYXVHI4zqM2iwohGRGixbXkvT2G8Ut2pEm06bzs6IjZlcAw2ygSWI47eDXNWOzrl5KAjk4f7lyxmzv9mJl8BGvdm/d9Z1lXdmpAF+6Mhzaatv31T762FaMK2NONk1H2a9sOIislUUj6g0ZGchzG5KQDsPYz2udWGqIeADsOHuGyPa1XHDo6fabp2bT9DZinqOQZGyOZnuKy2mB8m8/vN5V6EoFFckX0eJ20pa3Dh7nPbGW2ifhGjNfDLS81JicdGcnxTHGrrLI0rPbqYUnpyRKXq0/96oZ4xe6GehtaEYyjAb6Pm2FBHzsjo0wAqGtqx01v7MKc5VsxcdkG7rej15RUYeKyDZizfCt+/3poOUQmyGzRkymxwKNpRuyj9Z1Wruby57ZxfSmyyEdY1Q0E4lG/OWod8zR77CnYXlnP1XZRePtYdtnVja2YM+4UAPz+TqOuqR1nPLRRWB0AcMb2I8fbcflz25hjVp0aG/08n/vsx9xzwgqWOWO13rDwUnGFqWamHuIba0urLeer1vY1JVUYd/865o0iuZ/I0pjVY/SZ3l59n7DESPv83/+ooNmnbZ/dsVAYozaLCgB8Kbb00OJFZKST45XTYZUv4UntZ5d1pdVM12n70UpGQi9XwwKrfISV/ARr2rPczCRHU/aJ3O9kakASXygyh2jYlZOKpO2kfifGRkT6iicNIcFqzthJ+6lFJCaQR5aG2Hr9yzuY1w79/Syp/sz8x6hPWMf86sJcpvbJGAuFMeoYWhFEn2LrnlVf4GhLh+V9VnqCVmm1ZKXzYjkuXLTqCwAe5tR+dun0+bFy1yGma/X9qO87IiMB8G0UzdKP0TAbN9Z4VCfSE9q938nUgPr4wuqG4/jTu6WoF9jYE+weoYvarj3WNZNxklU/z7Us6Tm1pPWKw+NzA/qjrGkIgcDR6b9vm4L4WONnKjJDH0RiArV1bLljqmk8Z6fPf2LtMyc9KQ73zBxKTa1qFTc69fR+VGkmoz5hHfOz8rNw97n5pu1zKgxFEUBtFhVd0KbYYtko9k2ON4zlYdE6JJ/XNbUJpfPSI0u+xK50j96muibrL9q+yfEYk5MejL/S9hmxo7islku3ksTzmKUfE0m5yBrX6PP78W1jCzKS41Hf1CacgoslBoklRlafXo41tok3laR2DtnZKBJE09nZsZ1gJeNEQ1+uzLSNPNJXQODY3OuxjgXWU9fU3kWeiiBLpkrL5RNycd/qPVxH0UZ10Ophlcupb25HVkoiV4o/Ldsr67nWch7/NEvPKHMsFMaozaLCENbjgfNH9g9ZNKwkMkSkXlhskimfIKss1nJGnJwaInqrlxURsckq1kpEysRKK84oBaARrPFgLDZqbaIxa0R2l9gm1raL6mrKlvMQSWdnN0WdSBuMypWZhk00lIDFR6zqkilTpSU+1ot5k/Is062K1iEqswPwzRXekAM7/unUWCiMUTGLCkN4jge0WMWNLF1dyh1rxGqTTPkEWWWxlrPhy9BfxvpYG16bzGIv7cb3yIiplB0PNr0gG/Mn51Hre3pTuWnKPbO2i6QRky3nIZrOzk4KNJE2GJUrMw2bnVACYkdGMlv8orYukThJfRlmLJiRj+sm50HklFTm2sjSZpqviYSDiPiG02OhCEU9WVQYInqsZyWDsHxzObf0AusxFbFZNNMAT12ssPSj1wPD4yd9rA3vMRot9lJWfI9ITGVGchwWnkePibJjY6fPj1WfmW9yzWJWrdrOo6sJBMY+KyXB8vgvJTEGsTExTEf1omPHa7u2DSwhB4/8aiRqjrWalitqA69Nevv083l6QbZpbJ3RfbxxkrS6rVgwIx+3nH06XiquQGVdM05O74Vnt1RQZY141kYWX8xmbDPN13jDHgg8vhGusVB0RT1ZVBhiJaHiQejxAKsMAg88x1Ram0UQORKzgkWKxqxPtLE2vO0jKRo7dRXIlDIhcUTnjxwAr9c673Fd0/cxUWZ9LGIja8wqq+SLEdr2WrUhxuvBollDqZ8THvzlCNx/QQEAa3kQO2PHY7v2Hiv/XTRrKApPy2TuE14beGwyss9oPsfHenH/BQXBtczqPt44STtrSXysF9dMOhV/Or8A8yYPxKJZ7NI4NFh9kafNRr7G4i80e1l9I5xjofgetVlUUOE9HnAiHoT3mGp6QTauKcxlulYvpSFyJMZqE60fWW0lfUvKYpUBWfLenhCdMadkZmSWK1KWG2NWpxdk48nLRgdTG2pJT4rDkyf8jXWuhUuKSIvMI2SnbdJiZR9Pu3j7U2bfyOp/Vl8kiPqa0/4SybHoyahjaIUpPMcDsuJBFp47BJl9EoSPqablZzGliXr80tHwej1hUfqn9eO28jomW/UxPn0S45hlQPQp1ZySmZFZrkhZboxZBb4f+61ltSg+UAMg8ARl/Kldn57ITGcnOzZL1hGykzZlJicAHlgeh5uVQbuPtT9FZKpYkNX/rL4I2PM1J/0l0mPRU1GbRYUlZqnEtIvBmJx0pvg8WuomIBDTdvmEXENtM9lSJ+MFj8FEMepH0Rif8af2ZY7b4o19NKpTlnxNWq84+Px+dPr8pn0vYiNrfB3gsYwBo8kYiRLj9aBwUCYKB2VaXmcm7cHSx1kpCUKxWdoxpm28ZMmOiKRkM1pvtlfWC28UCaRdpPx3Pz8snCLUTKaK1p7qhuOoa2pDRu8E01heq/5n7VNWX+Sdg0b12/WXTp8/ZGM7NtfeWPD2uyKAx+/3y0plqnCAxsZGpKamoqGhASkpKZE2JwhNTmHWiOxgdhQjGYT5k/MMP9diJMvAK/NC3paj2eGmYwlRW2n3mfHavPGYMLAvlq4upcp0eHR18vQ9q00sEj0i/cJyz86D9aZtnz85D6s+q+KWFAoXVn2clhSHBy4cxmWrlQyJzPaLSDYZ3UN7MUzEXhabZK4pZv0t0teiMlgs5bK02Yn615RU4c63docoK6QlxeGSH//Q9HvGbM2U2e9WuPX7WwS1WXQ5bnQ2soDoHUe7ITT7srX6YjJaiMzq41kY3PSlr0XUVl6tsb/NHomEWK9hfxKum5yHBTPyg+Xz9j2LTaxfsLI2FuQeAKZtPyv/JKwr/Zbb18IN7YsU4LeVNsZ2yuSti+UHAO/br7Ty7NgkY01h7W+74ydzzKx0c2XXT1ITmnEd54862f3Oghu/v0VRm0WX4zZn6/T5MXHZBtONXlZqIv5925TgEZHRkUhbh49JuuLft00JEas2um7LHVNNjxzcEmdlhqitnT4/ni8qx5L39lhe+8o1P8Gt//rMdCOXfaI/ATCNtVHfk+OjG17dQc0AYjV22rLsHlmSozKz9gDmT6tY7Q0HnT4/Ch/YQH2zm6dvrfqEt0zRuozK57FPxF5Rm0TXFNb2yBo/WT5La7MT9Qd8ez2TzI/V94y2TJn9zorbvr/toGIWFVywyikYpcnSwpoW6qXiCqb6tpbVGr6sIjPOymlEbY3xenBVYR6e2VJuGcsGDywXTK0chmgKrRivB16vxzRVHLn/0bV7TQPRRfrF6J7islpb0k6RShlm9EUdSN8mNjZaeGRIjMrk2TjxSLGQ8nllUqzKk2GTnTWFtT0yU5zK8Flam52onzU1Icv3DKudBJUWkI7aLCq4kCXdwVpOZV0z03X6J1huPW52CrO0WYSWDh827PmGqTw76cF4y3hs4348tnG/42MW7hSOMqAdAc4oyGK634kUmeQe3iPZSMkhmZURbiki2XJUkZBScrp+J651SgasJ6F0FhVcyJLuYC0nJyOJ6Tr9EyzWtHXdCaJvlmqgowYADc3tTDI9QGB87I41r3yL02MW7hSOdjFLtcYzjnY+p90jkjIxUnJIZmWEW4qIt5yKGvMfy5GSUnKyfieudUoGrCehNosKLoicAi2aw4PQNIB2yrl8Qq7pdTTIk7XF75SGZDDpzpyVn4XE2BjDz0gveD30zBfa8bM71lb30+xzasxY7GHtG6dhSZ0pw1aeMSJljslJt7TNaAxF/InXh6zK0yNrPWOF1MfK658cNJ0L4bY/HPWT1IRW8JTL2u/hnOPRhtosKgAEvpyK9tXg4Q++xMMffIWi/TWGi5SddE6s5QCBL527zzkd2yvrMX1oP+580qQM1rR1InT6/Cguq8Xbuw6huKyWe4Nj537avVaxbEAgLo9oL2oh/3/huUOCenOzx57S5TP9tWZjHeP1YOG5+Vxj5+SYsaSwnDcpj/o5wObbdv0CYE+daTaOMuahUZnbK+uFUw7OHnsK1R/8AGYUBASji/bXYOWO/+L5onJML8gybKcZZn2gHZ+tZbW45McnU/X6aGWIQvqbtTSruSBrPRaFZR2fPfZk7jLvOY8vNSELl/yYzQ6VFtAY9Ta0ywnH21RmelY0vTZZsjRmMitmb6by8LfZI3H+yAH2C9Jgt/127je7t7XDh9+/vsuy/qsLc/F+SbWhTqZejoKkB9P6hxOyPlqcGDMCixSIE2PDMy/e3nXI1jjKnIf6Mllt046hVfksc11/jYjOIo9POhlDu6akCneu2G36AhiBZS5EWiZMpk6nVVnpSXFYyqEjaiYzJWojK93pbWi1WXQ5Tjsbi56VPmcoQZYszerPq/CbV81tsAMRopaFXV0xO/db3fuHaYPw6Lp9lm14bd744Fu1ZPzqm9pww6vGZfsB3DRtEHIzk5nGWkQbT2+fk28jWvmuiG/L1JsrLqvFnOVbLa8zGkfReciSwYXXtgkD+9r2BT3XFOZiWn4WdwYXHjtumjYIv506yNEnTEX7a5hSdrLOhUjLhHX6/Hhsw348um5vyGd210bCH848DTeeyZ4lh+X77f/9NAdnD812pL+602ZRvQ3dg+n0+bFo1ReW15E0cfqJJEOWptPnx5L3Sm2VYQZP6jOWxdYqlswDen+x3A8Ad63cjamn9wtJechS92vbDiIrJdEynZ0+fRvRITMr+/VPvmbSH2vr8OGulSVCmwOtfbzwfFla+S6vb9v1C30bqhuOIyM5HvVNbVzjyGOvUV+xlMOTBs6sX0TwAFhdUo27zs3najePHcTXfzt1kB1TLbFK2ck7F5yQCePdgL7+yUHDv9tdG3Hi/jc+/S9uPHMws+0s329rvvgGfzxvqDp6tkBtFnswPHpWTulO2dFRY6Glw4e1pdXSjg/t6oqxtLeuqR3jl67H/RcUcNdd3diKm6YNxl/X7Q2R0DGLYZKll7ampAp3rdyNuibr4zU9dmKsIn0MJ6P/WI9I7cai2e0rM5kmvW0s2pY8iOrg2dWTdAKefowEvH7i9NrIOy5u+H7rTqgXXHowTmlfOWWDCA3N7ZZyLDwyIHZ1vVjvr2tqE647NzMJT1w2Glm6t/+yUhOpx0Ay9MpIP7JuFNN6dZX4MbPPDBEZF9nY7T9aG4wQ7Sezenj7isg0WfmYW9YNO3qSTsLaj+FGxE/CtTZGWtuxp6KeLPZgnNK+csoGEayOP3iPD8OtPSha94SBfXFWfhbzEZLddokcNz5+6WjDrDs8yDr+tYud/mPpu4zkOCw8byiyUuzFJMrsq+kF2ZY+5pZ1Q1RPMhyw9GM4EfWTcK2NkdZ27KmozWIPhuhZseTgJPFHLAuaNu6q5lgrjhxvhweBeJrxp/btco9V/JMMtCkBxw/sG7StrqkNdc1tXEcfPPFaWvSxaGapDvV1P19UjqsK85jq7peSAJ/fj7d3HeL60mEZByP9MdKuov3fMR/zkT4aP7Avk21mfsd7dKUvS/uShDaHNC0PLs0OO37xfFE5U2hCVkqiUJo9wtYD5kfCVsd8vHGOnT4/Ojp86J0Qg2Otnaa2sWLUj7Q84PpxzkpJtJSVotWhRcaLJEZlaPuRyPs4sXnUrkV1TW3I6J2Ak3p//4JQzdFWJj8h6xLrHAACP3qqG1tQXFYb0qYxOemmayNrDKe2felJcahneAta6SpaozaLPZgYrwfnj+yPpzaVm15378x8rC2tZopfMYu7emzj/hA5HpY0dbKY99KniI/1WkooGEGOKYi9tDfs/AiNM7IjIQMAS97bg2e2lOPemfmmMU5+BGI0tW9YssaiaceBxqwR2dLaxRqLZRU3xXMkZVSWXn6FJhNkJCmktUMk/oy3/0TT7JF77lyxm6se/f08dbLKlYig7Ucju4zGMC0pDm0dPsuyrWIFZcTGOindJFK3KNp1yWoOEOqa2nHTG7sAGLfZbKMIWK8bIu1TuopsKOkcl+Pkq/dWMgXJCTF45OIRAMAkCcIjTaGX42H5ItfWG26n1cpXWMkxaNsmSzZE29cADL8gjb6YeWVblq4upf548EBsrLX0TY7HfboXd2iwSNGk9opnknEhL/3I9BujvmX9ohfpv9fmjUfD8TZueR7euvRSLbySQCxyJSLo+1G2JI9RHVpkSCNZlTF/ch6e3lQuRX6JtW47sM4Bs3tpbdbCquvK0z5evUYRupN0jtosuhynnI1IpZhN6KyUBGy6fSrOeGgj9TpyNPDv26aYXqcnOzUxRIaFdkSoPy655c3PmI6TZEDaR2y16jft9QAs+1jUFuD7Y7bMZPM+0beBBmvbeMeakJEch60LpoVIAtmxZcMtP8PQe9dYCjqzhFuIoO0TVs0/lrlHq4NlLmrHmacukfuN5kfhA+ul9HVqYix+O3UQMvskhMRq8vahGelJcbhnpnk8KEt9ab3i8Pjc0SGhNjxlWImTW9VBQ2Z/6aH5DTkKXvLeHtOwG6s2s6wbLO1LT4rFpT/JoYZEOUF32iyqY+geCouURHVjK14qrmCKX7G6To9RbJRR/JP+/xeX1YZ1owh0PabgiZHDiX/LQh9TRvrGqk9YJSdY28Y71qQf779gGNNGkceWVz+uZMry48RGUWvH+KXru3whkichovJJBK0P8qTZI/XySlPpj+R4Y0JZ5UpYaGjpQMGAVNt9aEV9c9d4UCNY6jtyvB1zn/mY+hSMNYWjnTrs2C+Kkd+Rtby4rNYyPtuqzXVN7dheWW97fOqbOzDxtB8oiRxBlHROD4U11quyrlnqdSI22L1HFCP5Cp4YuXDJhsiSkpDtEwQRGRCnbHEK/ReiDIkRoGvfiYwz6z1pSXGGY8Rbp2yftyuzYrcekfpoYy/TZl6po3Csm0Z1yKpX1vgoiRxx1JPFHgqrVEBORpLU60RssHsPL7+dchoKT8s0PJJyQraBF33ZsmyS7RNm/WiFbFvCjQyJkYXnDunytqnIOLPe8/ic0SgclGlaFkudsv1elgSVaD0i9dHGXqbNvFJHduq+fPwpeGmrcWYWqzpktVnW+CiJHHHUk8UeCpE5oC0xHgSO0i6fkMt1HStaOZ7islqs3PFfPLv5AFbuPITislp0Us4miN1OQNpy01mDMYEi68Lab+PyMiyv1d+XlRKIzTK73kjmgccmPaT/3951CD6f37L+tF5xGNyvj+l1LP1ohSz/jCRaySbSx8VltRiTk87UNu1GEbDuEyA0vSVrP46nHM3x+haR47KLkc9qfbWjw4eM5HhH6jGCZy4DoeEorGV4PRCqQ9s3RuunyLpJ+uauGfmmfU3WLiLZpa3fbptlrV2s46ygo54s9lBYpT7iY73c17G8MUWT4yHQYnK0djvxZpaVjAKvRAqLLBC5b9GsoQDAJV8jYhOBJjtCnloY2XvkeDsuf24b9TpWiQsrRPzTrdzw6g4cOR4qxfP0pnKu/mORJtGnt7SbUo73/hivB4tmDbX1NrRRuTIlX8zqoSEq8aU99mTpy3mT8gz9woy1pdW4+Z+7TN/A5103iT2zRmRj6iMfmUraWEl2mUmNAfQ2y1q7ZK1JPR31ZLEHw5pqivc6s1+w6UlxePKE/ItZerMqk5gcq3qyUxNx3eS8kM/TkuKCGmxG97DG1fGk6KJdS7tvekE25k/Oo1779KZy0z5hTRtGS+fVcEJ+J5XST1bXyUxTxut3GcnmNhuh/+4w8hGaP7HWp90oAoF4s6c3lWP+5DzuNG+krbTxMUpvaTelHO/90wuy8eRlow3nWnJ8TMjf9WOgL5cnFSIPvL7KMpf16I89rfpywYx87jqeKwp94cwoppFlfdbaQyRtzPo91UDTklY/jVGnpDu6dkU6dWJ3QUnnuJxwvHrPm5nFbgYXgE1SxkiSgVYPkdbRyl+YZXag3eNEv+mvNZNW4ZUqEbGJpY5+KQl46JcjcONrO0M2O/rrHvnVSKpMjAxY+7mtwxfyVrIZGclxKLrjTOz6+ohQBpcxOek446GNQtmHyDhqJXdY+y8gT7OBWyrJbuYR3vs7ff7AEfyBGkA3/62y6IhK5HhOPFYyyyAiI23if/bV4Ir/3WY67l4P8OWScwwVAKz6kvSd/qm0UR20t4mt/ICWwUXr21ZSNAmxsaZ+2C8lAYCHyVcB43mnhXXtcnpNYkVJ5yi6FWYpu8yuo6WksiqvaH8N0+JvJfliVY/2c/3iPGvkANsLCGu/8VzLK1UiUg9LHdWNrdj7zVHTLypyndfjwfkjB4R8brWZZ4W17+Jjvbj/ggLmo7a6pnbs+vqIYdmsfSuafYiM4yfldYYvlhCMNhUBeRp+H7HqR6sNDI+/k+sLB2Uatk+bevH9kiqc1CcR5w3vH+IXvJIv5NEH7Sjy/gvsizDHeD2IjfVajrfPD6rkC8vaVTgoEw9cNCwYYmGUsclMdkbUD4CAHBeLFA3QYVq/lYwSTQ6MBuvaRVuTFOKozaJCCNGUVDxpxwh25Q6cTJ8lm3BIQMiWpWFND0dwsu/JUdudK3abbnQJdn2L1BcSP9Urjqn+G17dgQcuMt7A0Px2RkEWk208bQv3HGGtT2R8ri7Mxfsl1V3KzpLclnBJtdD8K+uEHzxbVOGIDeGWmJHdn0oiRz5qs6jghpZWicSp0OJDRNNN2ZE7ELU1UoRDAkK2LI2+PKtxrnK476cXZKNPYlyXgHsaMqQ0phdk46z8rC5P5Xx+P1P9R463G/aFmd+ybBAA9raFe47w1CcyPmflZ+Huc/NtHblbEU6pFiP/Ik+YWXzBrRJlIvUpiZzIoTaLCi46fX4sfqfUcCNgpv1ldh8NEs9CJHZ4jzR5bbUb0yUDIjVBi4PT9okZZm1hrePyCbl4Zks5ly0847xo1RfokxjnSGzR+FP7SulHVoxCNMzq17P4nVJMPb1fML3lkvf2UP0WCMSq+SmxeTxtE53P2vt54xh56rPyVS3advMemfMia55q4e1LJ2zgKZvEI37TaO8anvWsuuE4MpLjUd/UxlUeLZVsJNf6aENtFhVciMbUiaabEpXY4bW14XibK46q7UqdANZHfLJlk3jSwxFIbBFNbsMupI00yQ4/nJXSsKpfb4tRykAzSKyaXZkQOzGyIkfXvPWxStaEWx5FxjzVYtaXAKifybRBC0v7tFJfdq4RWc+MoJVndL/+xSC3hiW5CSWdo+BCNGaEN4aESNkA4hI7rHWuLa02rIM3pZYs7Eid0GQl9G2RLZtEsBMrFKn+dgusG0XC1YW5wnI4BNH5zOpnMurjlZ8KF3YliQhmfXn9yztwvUk/A5BigxEs7ZN1DQ0e2SSj8mj3618M6ulrDwvqyaKCC9GYEdb7bvjZQEwc9IPgMcLEZRuYj/FE06r9367DwsdwTkGLU5J5xMdaB48tdmKFZPY36QsaTo+rVf0ykBGbJzKf7Rxdi64feh80k58KJyLzVItVX9LQ9vOWO6bassEMlvbJukYPS0iLmRQST0hMJNf6aEFtFhVUjGJoRONkWO+7+ewfBeMHny8yF4QlaI+uSOA3+ULJSkk0jZdJT44zfaJjJVXjJCxxV9oxqjnayn2kKCqbRIOMs6iAsqz+titBZBfRsAsWZMbmicxnO33LEoOYkRyH6sYWFJfVdtkAOBGHKCNO2Y5ddvyEV3ZGFJb2ybpGC0vf1DW1Iysl0bBcbtklRG6tjwaibrN49OhRPPLII1ixYgXKy8sRExODwYMHY/bs2bjxxhsRH28/Xyjh+uuvx1NPPQUAyMnJQUVFheU9+/fvxxNPPIEPPvgAX3/9NTo6OtCvXz8MHz4cZ599Nn7zm99Is89JzGJoROJkeGJ8RFN7Ld9cFpL2yioF1AUjBzgmP+E0ov3kZFt404rRsGtjpCU2nCpXdmyeSOydnb5liUGsa2rHTW/sAuAO+R4nkeEnblybZGB3Dov2S3ftT7tEVcxiZWUlhg8fjsWLF6OkpAR+vx+tra349NNPceutt2L8+PGor6+XUtdHH32Ep59+muuev/71rygoKMBf/vIXfPHFF2hvb0dMTAzKy8vx9ttv46677pJim9NYxSMBYnEyLLErdlJ7bfjyO+4UUNPy2TTr3CbFYKefnG4LT1oxGnZtjLTEBmu5KYl8v9ediM3jjSmz27c8afOciiUTjbmUjQz/c9vaJAu7fibaL921P+0SNU8WOzs7MXPmTFRUVCA7Oxsvvvgipk2bBp/PhzfffBPz5s3Dzp07MXfuXKxevdpWXc3Nzbj22msRGxuLESNG4NNPP7W85y9/+QtuueUWeDwe3HDDDbjxxhvxox/9CABw5MgRfPLJJ/jggw9s2RUOWOORRONkzGJXROR1rCA2J8Z68cq1PwmJcbKSOJEtsSID0X4KZ1u046xPK3bLm5/ZltKwwklZERn1A9+nG5z6yEeW19lNUWcFT0yZjL7V+8eS9/YYhoM4EUtmVy5IJjzSQHrcuDbJxK6f8fZtd+9Pu0TNk8Xnn38eu3cHMn+sWLEC06ZNAwB4vV5ccsklwePi999/H+vXr7dV1913342ysjLcfvvtGDp0qOX1u3fvxp133gkg8HTxscceC24UASAtLQ1nnXUWHn74YVt2OQ1LnKA2roPEoJw/ckBQ5oIF2n1OxXnpU0Bp6yTHYsD3x24EJ+U4SKrEt3cdQnFZLTrN8nbpEOmncEmLaNtFYkgvGP1DXDPpVFwwagAKB2Vi0Szn+9tsXIGATyw8d4jj0jlG9XtO/Hf/BcPQKz6G6boLRvHNMVGbWeazyJwx8ndSX1ZqL+a4YRnwxFw6DUtfmn0WLqkgHuysbdr73/38MGaPPQWAWPut1gDe8no6UfNk8YUXXgAATJkyBRMmTAj5fPbs2bj77rtRXl6OF198EWeeeaZQPVu3bsXf//53DB48GH/84x9x/fXXW95z//33o729HePGjcPvfvc7oXojDW/8mxNxHU7HitDKN0up5UT8kt1YKZF+cqotWljbFa7+ptVDWPLeHnhPvBXuBKztDLf/yYDHZiu/4JG4kvHiQaTjWfVY9SUQqrPoVt+wu7YZ3Z92IoToSPP36TNZ22+1BvCW15OJis1ic3MzioqKAADnnHOO4TUejwfTp0/HE088gQ8//FContbWVlx99dXw+/146qmnkJhoHbvQ1NSEFStWAACuvvpqoXojjUgaPifiOpyOFTEr364EBisyUqux9tPCc4cgs09CWKRFeNsVrv6eXpANnw/4zauh4tjhSPnohDyRW2CxmcUvWP35uaIKjMvLsD1WkY5nNcKqL6PBN+yubbT7G5rb4Qdw07RByM1M5m6/2RpAWHjuELVRtCAqNot79uyBz+cDABQUFFCvI59VV1ejrq4OGRl8sQd/+tOfsGfPHlx77bX42c9+xnTPtm3b0N4e+MVzxhlnYOPGjXjkkUewdetWHDt2DP3798eUKVNw8803Mx1phxuR+Ldsh+I6WGJMzNKc0SCxKGNy0lFcVktdcJ1OEcaiqXbnit3okxiH8afSjwFZ+ik7NRFXFeaF5QtFNAbM6f4mti15z1jvMFzxabLliexiJRfT1uHDS8UVqKxrRk5GEi6fkIv4WOOIJTObWf3i37dNYZJbkjVWkY5npWHWl+HyDS08KfJkpI20uv/1T77Gljumco+92RqAE2UveW8Pfn4iu5XCmKjYLB4+fDj47wEDBlCv0352+PBhrs3izp078eCDD6Jfv3548MEHme/bu3cvgMCTzX/961+455574Pf7kZycjLi4OJSXl6O8vBwvv/wyli9fjiuuuMK0vNbWVrS2tgb/f2NjI7MtIojEv80a4cykYpHxmDcpD09vKjdN/aWF3DdrRDbOeGhjRGUyWPr6yPF2zH3mY1PbtP1Ew6kxMiLSmoZmuNm2SGB1TLh0dSmWby7vkuHivtV7MG9SHhbMyOeqi7Xvt1fWM6VGlDVWslP1dUd4U+TZnWdOzlO1BsghKl5wOXr0aPDfSUlJ1Ou0n2nvsaKjowNXX301Ojo68Pe//x3p6enM92qlehYuXIihQ4fiP//5D44dO4ajR49i27ZtGDlyJNra2nDNNddYvlm9dOlSpKamBv87+eSTmW0RQSQu5+lN5Y5JS1jJeCyYkY8nLhsdIoVDIys1EfMnBzaYkZbJ4OlrK9umF2Rj/uQ86v1OjpEet8WAidTZE7TVrORi5r34CZ7aVB6SCs3nB57aVI6lq/ky0vD0/fSCbFxTmCu1XDNkperrjoikyAuXJqLI2Ks1QA5RsVl0mgceeAC7du3Ceeedh1/96ldc95Ljcb/fj4SEBLz77rtdXsAZO3Ys3n33XSQlJaGjowN//vOfTctbsGABGhoagv99/fXX/A3iQDQuZ/E7pdxvubEyvSAbW+6YitfmjcffZo/Ea/PGY8sdU4ML+Fn5WUiMjTEtI61XHF659if4921TsOqzKtOjXyfbooWnr61s6/T5seoz882g29oVCf0yN9sWTqyO+fwA1pZ+a1rG8s3laOvwMdfJ2/fh1jy1Wmd6Irwp8oDAOpPZO4GpfLuaiCJjr9YAOUTFZrFPnz7Bfzc3N1Ov036mvceM0tJSLFmyBL1798Y//vEPW7ZdfPHFyMnJCblmwIABuPTSSwEA69atQ2dnJ7W8hIQEpKSkdPnPSUj8Ds+Bi0xpCZrMgpmMx7byOlQ3Wh/nwg+8VFzhGpmMcXkZyErh2zDSbHOT/IeVD3ngXJyrFeG2jUc2xK7ECA8yZKl8J+YTK7x9Hwk/IuvMOQXZKD3cgMXvfIFnNx/g2hQ7QTh9Q1vfo2u/EkqRBz9sjZ2TY+/m9SmaiIqYxf79+wf/fejQIQwfPtzwukOHDhneY8YNN9yAtrY2LF68GOnp6Th27FiXzzs6OgAEnhySzxISEhAXFzgG1cZJDhkyhFoP+aypqQm1tbU46aSTmOxzGpb4Nxp2pSxEZRZYjwtueHVHYNPIQDiOINaWVqOlg/5DgYaRbeGWGzHDzTFg4bSNx5/DnWpOln9X1tF/rOvh7ftI+ZHMOE0ZhNs3RNOGaqlparU1dk6OvZvXp2giKp4sDhkyBF5vwNSSkhLqdeSzrKws5pdbysvLAQSOf/v06RPy3yuvvAIAOHjwYPBvjz/+ePB+7cbV46E7m9/vZ7ouEpD4nYzk/9/evUdHUd7/A39vyIVcNhsJzQUEFgXlKuXX9quUUOWSoPRbRXt6rAgabZFSbX8q7bH2Akl7Sktr8XDqt+0xWKCtoLSoteIXawBbrlJACwQQIYlyMYRLSAIKgezn90d+M91sZmZndnd2Znffr3NyDmHmmX3mM888+2Tn2edjbh6g4vdbGiOeFxdNui2zjwvMDhStHDNSyvkGrxVmllbdrCw3Eo+5i26eAxaPullpz06kmotV+x7UR3/OuBarsY93O/rZ6/tjOk8zWvFuG9GkDQ1W5O0d9bWz89q7uX9KFAnxyWJOTg7Gjx+PTZs2Yd26dfjud7/bYx8RUdPpVVRUxK1uQ4YMwTXXXIP6+nrs36/fsRw4cAAAkJ+fj8JC933j6tZRpZg0rBg3/Wy9YTaFYJEuZRHtMgvRpMgKFY9lMuxIz6fEIF7LjZjh5rUC7ayblfaM///veKeai8U9k+YBZo3zWy5nNfbxakcdVwKo2dRguE/NpgbMqximu3RQLMU7DWEs0quG9lHRXjs7r72b+6dEkBCfLALA/fffDwDYuHEj3n777R7b//znP6O+vh4Awi5PE6yxsREiovujvO6gQYPU/3v00Ue7HaOyslKtQ2NjY4/XOH78OFatWgUAmDZtmvopqdtkpqdh4Z2jTM9fDDcvTm/eTbTz7aykcTISr0cQdqTnC46BkXjOXQTMp4yzk5V5sLGYG2alPcd6rqnZ+ptJP1g+wnhqzOwJgyMeNCmx/+8buqYHvbbnRNj6mm1HkV7DP25r7PGJYiir8zSt6rgSwHOb6jH/r/tQ9eq+uM5D3l5/JqpPFPX6qGj7ADv7EDf0T4kqIT5ZBLoGi0uWLMHevXvx5S9/GStWrMDkyZMRCASwZs0azJ49G0BXhpfQVH9VVVWorq4G0PXY2e/3x7Rujz/+OJ577jl88MEHuP322/Hss8/ipptuAgDs3LkTs2fPxscff4zs7GzMnz8/pq8da2bTIwXTmg9lNO/mksnJ40bzrPTqWZCdYfrxc7xSPNmVnk9ZbuS5LY221CEROTFv0I6lOczsa7X+ZlL0ac3fS/MgJvP37JiLF80xzc6/tDJP0wqtWJsRi3t53b6P8L01ey2VCV1nkSnyUkvCDBbT09Px6quvYuLEiWhsbMSUKVOQk5ODQCCAixe7bp6xY8eqcwzjKTc3F+vWrcOUKVOwd+9ejBs3Dnl5eQCgfikmLy8Pq1atMvwSjFsoH9cv39KAn6w9EHb/0PlQ4dI+PTplqKl6hJtnpfVYISCCe5f2/OQ51I++ODxuGU7sTM83ZUSJqcFiKiwLYSXdWCzSLirsWJoj3L6R1j/co7gnp43AvIphpjO4mBXLeMfqmGbnX1qdp2mGMlcyEtHey1bTuz4ycQjGD+lrmMGFkl/CDBYBwO/3Y8+ePXjqqafw0ksvoaGhARkZGRg5ciTuuecefOtb30JmZqYjdRs2bBjq6uqwePFivPLKK6ivr0dnZyeuv/56TJ06FY8//rjmsjpu1SvNg8rxg7F0c4OltFhm5t2s2vEhSvJ742Rb9Om2QtNgdQbEVCqveA0UAfPpxSKpk1tTl8Wbk/MGrV6DaK9XtHPbwqWOy0xPw9cmXKO73So75uLF4pizxvnx09cPGH6yF+k8TSNm5kpqicW9bGWeovJ6j5Vfp8aQGU5Slzsnzxnwer2orq7G3r17cf78ebS1tWHnzp2YN2+e7kCxqqpKnW9o9RH08uXLISKacxFD+Xw+VFdX49///jfa29vx8ccf4+DBg1iyZElCDRQV4eY5AT3nq5iZk9XUdgn3/NdAS8e1s852s7NObjxfJzg5b9DKNYjF9XLTGptm2FHfWBwzMz0NsyfoZ0ECopunqcfMXMlQsbqXrc6fToW+g8xJuMEixZfVJQfMzqfx981JqWUSuCyEvazMG7RjjqGVaxDt9Uq09GVOzek0s9+T00ZgzhcGI3Q8lOYB5nzBnnUWI5kDGat72WzcCnIyUqbvIHMS6jE0OcPKkgNW5m+Nu7YwpZZJ4LIQ9nFi3mAoK9cgmuuVaOnLnLw2Zvaza56mHrNzIGfdNBCf9feJ6b1sNm7/c8//wfihfaN+PUoeHCySKeHmOSmszt9SjtsZEOxoOIvX9pyIWedo57GjrZOdx3bT+caLlXbXcSUAb+90tF+8onmsaOaGGV1f5boEDw4jaQuJNk/VzBqPfXIz8JlBV8XsmFZjEOt5mkbMzpX80X+PjPmA1WzcbnLB3MSOKwH8cVsjGs5cgAfA2AFXobQgOyX6MzfiYJFiKpLUSnamt4p36iynpdr5Ksy2u1+sO2C4XIld8zxjeV0SLX2ZUX0VZy9cxs2/3Gg6HokWg2DKXEmjb0PbMVcSSJy4aS0r9MftHwJIjf7MjTwSnIeOXKetrQ0+nw+tra3Iz893ujqmmX1z1FvGQemqopk3Y+ex3SjVzleLUbt758OWsMuV2PFGZNd1SbQ/DMLlII4kHokWg2B2rmkZjpvjZmZZIQ8Soz9L1PdvLRwsulwiNzatx27Bf7F2BgRlizYYvnmU+Hpj8xOTLP+la+ex3SjVzteIVrvrDAiG/eh/DR/9eQDs//GtyM7sFdO62Hldwt1jbtNxJWCYUjSSeCRaDIIpj1rjMVcylBvj1nElEPY+BRKnP0vk9+9QfAxNtgk3P8/K8hdGx9Hq9GJ1bLvEuqN22/kGn1/f3CzAA5w+fykub0pa7W75lvCZMgTAyrc/iOncNbuvi51zYO2w64MWw9zzkcTDSgzcNkCK51zJUGbjFs+YmV1WKFb9mdvag5txsEiOicXyF3qPU6aNKolpHWLJjkdAblpOJdzjRicedzmV2s1N18UNnIyHmx+9ulW8Y2b1/oumnbA9WMN1Fskx0S5/ocwFCx2UNLVeNJUCz0odYsWoznP/tBvr9n0U0XHdspyK3vkFi/ZcI+FUaje3XBe3cCoedt13ycyJmFm9/yJtJ2wP1nGwSAC6Po7fduQM/vrucWw7cgadVlMMREBZxkHvQ38Puv7SC00nuO3IGazZeRTf/cse3XRfQNdkcaMHCgXZGQiIxOVcgfApyoCuFGWR1CeSWMaa2VRi0Z5rJGaN8/dYeDlUtKndtO4hN1wXNwkXDwAoyc9CQCRmfZGd910sOdEHG9XFKGYCoOrVupjX0cx9CkR23yjxfXn3MXz/5X2ubw9uw8fQ5NjH8VaXcQj3eDOUcq/rLddx7pPLuHfp23F79GDn/DU3LIlhJZVYvOdQ2r1cidE95PR1cZPgdqqn/eIV3Lv0bfX3aO9Pt83n1eK2R6Jm7uWmtkt4ZsNh/N8pQ2P2umbuU4WV+8bKe4cb2oMb8ZPFFOf0x/FmU5+Zebypx5eTYbg9Xudq93wtp9P+RVLveM7Vsyu1W7h7CEDKp2MMduuoUjz0Bf2czBc6Orv9Hu396fZ5o073wVrMxuLp2kMxr5/efaootXjfRPrekSrziM3iJ4spLNyjBg+6Po4vH1Fi6ycf4VKfmX28qad3ehr++OB/4Vur3sG5Ty732B6vc43HfC0n0/5FUu94z9WLdWo3s/fQ5icmpXQ6xmCdAcGr/zY/wIj2/uybmxXT/WLJLX1wKCv3pR31C75Po8ngEs17R6rMIzaLg8UU5qbHM0bLOFh5vKmlqe0SDp1s1xwoKuJxrvFK0+bUcipm0ropnExJF8vlSqzeQ3ysFdn9HNX9aXYM48C43U19cDDlXjZzneyqXyzu00jfO1JpHrFZfAydwtz+eCaWr292SQY7z1WZrwX0fF9KhvlrRucXLBnOVZEo95CbRBOLSMqePn8ppvvFklvbT/C9bIZb23ek9UqGvinWOFhMYYmyrEcsXt/skgx2n6vT8wrtpnd+wZLlXIHEuYfcJJpY2DnVwYlr5Oa63TqqFI+Z/PKKW9t3JPV6bMp1SdE3xRofQ6eweD0WjZaVRyKhlHOYNc6PpZsbXHGuTs4rjIfQ84t3Bpd4SpR7yE2sTFdQRBNHN18jN9cNAB6ZNBSrdhxFU5txukq3tm+rba0kPwuPTBpie70SET9ZTGGJ8lhUqafVWgSfQ2Z6WtjHKvE8V2Ve4R2f7o9x1xY6HuNYCz6/8UP7YvyQvkl5rolyD7mJ2ekKimjj6OZr5Oa6AV31q7q9q+91Y/3CsTI1xgOg6vaRrj0Xp3GwmOIS5bGoUs9SncebBTkZKAhZIif0HJQlO7SWTnnoC4Ndc66UWBLlHnITM9MVFLGIo5uvkZvrBri/fuGk2tQYu3hEhMuUu1hbWxt8Ph9aW1uRn59v2+skSkJ1pZ5NrZ/g7IUO9MnLQkn+fx6DGJ2Dst5WaINX9mBnQdFIlHvITToDgmc2HMbTtYd09/nNjLGYdkO/mL2eW6+Rm+sGuL9+4QTXP15TY+L1/h0PHCy6XDI1Nid1BgTjf74h7NybzU9MSqgOkMxL9De7ZMT7kpJZMr1/8wsulBKe2fC+7hsSwBRPyc5t6dSoC+9LosTAOYuU9Nbt+whP175val+3rhdGkXNjOjXifUmUSDhYpKSmpHsyy63rhVFkwqVTA7rSlXUGOBsnnnhfEiUWDhZJV2dAsO3IGfz13ePYduRMQr6hWkn3xBRPycdKOjWKH96XRImFcxZJU7LM8bLy+MrN64VRZNyaTi3V8b4kSiz8ZJF6SKY5XmYfXzHFU3Jyczq1VMb7kiixcLBI3STbHC8l3ZPR5xJM8ZS8wl1/D/iY0wm8L4kSCweL1E2yzfEKl06LKZ6Sm9vTqaUq3pdEiYWDReomGed4JXq6KooOr7878boQJQ5+wYW6SdY5XreOKkX5iBJm8EhRvP7uxOtClBg4WKRulLlETa0XNectKum3EnGOV680D7NApDBef3fidSFyPz6Gpm44x4uIiIiCcbBIPXAuERERESn4GJo0cS4RERERARwskgHOJSIiIiI+hiYiIiIiXRwsEhEREZEuDhaJiIiISBcHi0RERESki4NFIiIiItLFwSIRERER6eJgkYiIiIh0cbBIRERERLo4WCQiIiIiXczg4nIiAgBoa2tzuCZERERklvK+rbyPJzIOFl2uvb0dADBgwACHa0JERERWtbe3w+fzOV2NqHgkGYa8SSwQCODEiRPwer3weDwxO25bWxsGDBiAo0ePIj8/P2bHJWOMuzMYd+cw9s5g3J0RHHev14v29nb069cPaWmJPeuPnyy6XFpaGq6++mrbjp+fn8+OxAGMuzMYd+cw9s5g3J2hxD3RP1FUJPZQl4iIiIhsxcEiEREREeniYDFFZWVlYcGCBcjKynK6KimFcXcG4+4cxt4ZjLszkjXu/IILEREREeniJ4tEREREpIuDRSIiIiLSxcEiEREREeniYJGIiIiIdHGwaLP29nZUVVVh9OjRyMvLg8/nw+c+9zn86le/QkdHR1THPnnyJObNm4frr78e2dnZ6NOnDyZMmIClS5eaykV55MgRzJkzB4MHD0bv3r1RVFSEqVOnYs2aNaZef/fu3Zg5cyauvvpqZGVlobS0FHfeeSc2bNhgqvzGjRtx5513orS0FFlZWbj66qsxc+ZM7N6921R5I8kY9z179uCnP/0ppk6div79+yMzMxNerxejRo3Ct7/9bRw6dMiwvN/vh8fjMfwpKyuzFItQyRj3W265JWzczCycz/ZuPu7Lly8PG/PgnxUrVvQ4Rqq296amJqxevRrf+973UF5ejsLCQvV833rrLdOvz/49vnF3ff8uZJvGxkbx+/0CQABITk6OZGVlqb+PHTtWzp49G9Gxd+7cKYWFheqx8vLyJD09Xf29oqJCLl68qFt+7dq1kpOTo+6fn58vaWlp6u8PPPCABAIB3fI1NTXdXs/n84nH41F/X7BggWH9FyxYoO7r8XjE5/Opv6enp0tNTU1EcRFJzrj/6U9/UvcJjnmvXr3U3zMzM+V3v/ud7msPGjRIfc3i4mLNn9tvvz2iuIgkZ9xFRG6++WYBILm5ubpxGzt2rGH92d6txf2FF17QjbXyk52drR6nrq6uxzFStb0Ht7XQn40bN5p6ffbv8Y17IvTvHCza5MqVKzJ69GgBIKWlpfLmm2+KiEhnZ6e88MIL4vV6BYDcdtttlo997tw5KSkpEQAybNgw+de//iUiIpcuXZJnnnlGMjIyBIDMnTtXs3x9fb3k5uYKABk/fry89957IiLS3t4u8+fPVxvnokWLNMtv3bpVbcTTp0+Xo0ePiojI6dOnZc6cOWr5F198UbP8iy++qO4zZ84cOX36tIiIHD16VKZPny4ApFevXrJ161bLsUnWuC9btkyysrJk5syZsnbtWmltbVVfu7a2VkaNGqV2zMo5h1I6k2XLllk+93CSNe4i/xkshnuD1MP2Hlncw1Ha/E033aS5PVXbe1VVlQwYMEDuuOMOqa6ulpqaGkuDRfbv8Y+72/t3EQ4WbbN06VK1oWjdFCtXrlS319bWWjr2D3/4QwEg2dnZUl9f32P7woUL1RtS6aCDzZw5UwBISUmJtLS09Nj+0EMPqX+haP2FVlZWJgBk9OjR0tHR0WP71KlTBYAMGjRIrly50m3blStX1EY9derUHmUvXbqkdgZlZWVGYdCUrHE/ePCgHD9+XLduLS0takc3efJkzX3s7EySNe4i0Q0W2d4jj7uR7du3q+e1dOlSzX1Stb2H9rkNDQ2WBovs3+Mfd7f37yIcLNpmwoQJAkAmTpyouT0QCMjgwYMFgNx3332Wjj1w4EABuh7haGlvb5e8vDwBIPPnz++27fz58+rjm+rqas3ywY3897//fbdtR44cUbetWLFCs/xbb72l7rNhw4Zu29avX69u+8c//qFZfvny5eo+R44c0dxHT7LG3YxvfvOb6puvFjs7k2SOezSDRbZ3e9r77NmzBeh6TNje3q65Tyq2dy1WBi3s352JuxlO9u8iIvyCiw0+/vhjbNmyBQBw2223ae7j8Xhw6623AgD+/ve/mz72e++9hw8//NDw2Hl5eZgwYYLmsTdv3oxPPvnEsLzf78fw4cM1y7/55pvqv5X6hyorK4PX6zUs7/V6MX78eM3ywfUKfr1wkjnuZvTu3RsA0NnZablsNFI97kbY3mMf9wsXLuCFF14AAHz1q19FXl6e6bKx4Oa4R4v9uzNxN8Op/l3BwaINDhw4gEAgAAAYNWqU7n7KtqamJpw9e9bUsfft29ejvNGx9+/fr1t+5MiRYcvX1dVpli8qKkJRUZFm2V69emHYsGGG5YcPH45evXppli8qKsKnPvUpzfJGkjnuZijfuBs9erThfk899ZT6bbs+ffqgrKwMP//5z9HS0mL5NYHUifvzzz8Pv9+PrKwsFBQU4LOf/Sx+8IMf4MSJE2Hrz/ZuXN7Kea9evRrt7e0AgK9//eth90+l9h4t9u/OxN0Mp/p3BQeLNgh+8+jfv7/ufsHbjN5wojl2W1sbzp8/36P8VVddhZycnLDlQ+ul/G702naWN5LMcQ/nxRdfVJekmD17tuG+dXV1OHv2LHJzc9HS0oItW7bgySefxIgRI9S/3K1IlbgfPnwYJ06cQG5uLtra2rBr1y4sXLgQw4cPx8svv2xYf7Z34/JWzvu5554D0PXGfeONN4bdP5Xae7TYvzsT93Cc7N8VHCzaQPmrF4BhRxm8LbiMncdW/m1UNnh7aL2cLm8kmeNu5NChQ/jGN74BoOsRUWVlpeZ+d9xxB1avXo3m5mZ88sknaGlpwalTp/D0008jLy8PTU1N+OIXv4j6+nrTrx1a12SM+y233IJly5bh+PHjuHTpEs6ePYuWlhYsW7YMRUVFaGtrw913341t27bp1p/t3bi82XodPHhQfcP72te+ZrhvKrb3aLF/dybuRpzu3xUcLBIlMKUDOHfuHPr164dVq1YhLU37tl6yZAm+8pWvqI+AAKBv37549NFHUVtbi/T0dLS2tqKqqipOtU8MVVVVqKysRL9+/eDxeAAAPp8PlZWV2Lp1KwoKCnD58mU88cQTDtc0+SmfKmZlZWHWrFmG+7K9U6JzU//OwaINlMm/QNekXD3B24LL2Hls5d9GZYO3h9bL6fJGkjnuWpqbmzF58mQcPnwYxcXFWL9+valMIlpuvPFG3H333QCAV1991VRmDkWqxT3Ytddei4cffhhA15c6Tp8+3W0723vszvvy5cv4wx/+AACYPn06CgsLw5bRk6ztPVrs352Juxa39O8KDhZt0K9fP/Xfx48f190veFtwmVgeOz8/v9u3BZXyLS0thjeFUj60XsrvRq9tZ3kjyRz3UM3NzZg0aRL279+PoqIibNiwQZ10Hqlx48YBAFpbW3HmzBnT5VIp7lqUuIkIGhsbu21je49d3P/2t7+hubkZgLkvtoSTjO09WuzfnYl7KDf17woOFm0wfPhw9aPi4G9ZhVK2lZSUoE+fPqaOHfxNLTPHHjFihG55o2+iKeVDv8molG9ubsapU6c0y3Z2duLgwYOG5Q8cOKC7BEDwsY2+SRkqmeMerLm5GRMnTkRdXZ3akYS+XjylStwjwfYeu7grj6D9fj8mT54cdn+7uDnu0WL/7kzcg7mtf1dwsGiDnJwcdY2pdevWae4jInjjjTcAABUVFaaPff3112PgwIGGx75w4QI2bdqkeeyysjJkZ2cblv/ggw9w4MABzfLl5eXqv/XKb9myRZ38q1e+vb0dW7du1SwffNzg1wsnmeOuOHnyJCZOnNjtL85YDXC2b98OoOuvZiuP+FIh7kaUuHk8Hvj9/m7b2N5jE/fjx4+r5/Hggw+qc0ejkYztPVrs352Ju8KN/bvKlqW+SU1L5PF4ZPv27T22B+fPjDQtUU5OjjQ0NPTYvmjRIlNpuEpLS+XcuXM9ts+dO1cAiNfrNUz3N2bMGM10ULfddpupdFDTpk3rUbajo0NuuOGGqNNBJWPcT548KSNGjBAAUlxcLHV1dabrHggEDLfv2LFDzX167733mj6uIlnjHi5u9fX1ctVVVwnQlf84FNt75O092E9+8hP1tZRcxUZSub2HijTdH/v37uyOu5v7dxGm+7PN5cuX1RyY/fv3VxtuZ2enrF69WvLz8wXQTni+YMECtZFpNdrghOcjRoyQnTt3ikhX3s3f/OY3kpmZKYB+wvP6+nrJzc0VADJhwgQ5dOiQiHSl6KqurhaPxyMAZNGiRZrlgxPN33XXXXLs2DERETlz5oz6BgCYSzQ/d+5cOXPmjIiIHDt2TO666y71howk0Xyyxr25uVlGjhwpQFeu3f3791uKyyOPPCIPP/ywbNy4sVt6tNOnT8uSJUvUuHi9Xnn//fctHVskeeO+cOFCue++++T111/vlt+4tbVVVqxYodYrIyNDNm/erPn6bO+R9TOK4BRuWgMQLanc3js7O+XUqVPqz+7du9XXe+WVV7ptu3jxYo/y7N/jH3e39+8iHCzaqqGhQfx+v9pgcnJypHfv3urvY8eO1fyLOlyjFhHZuXOnFBYWqvt5vV71LwcAUlFRodkRKNauXSs5OTnq/j6fT+0gAEhlZaXhXys1NTWSnp6u7l9QUKB2/kD4PLrB5+jxeKSgoED9PT09XWpqagzLG0nGuFdXV6v75ObmSnFxseHPhx9+2K38/fff3y3ePp9P/URM+SktLZVNmzZZC3aQZIx7cN2U1+3Tp4+kpaV1O9aaNWsMY8P2Hlk/IyJSW1ur7v/SSy+Zikkqt/fgT7TC/ejlEWb/Ht+4J0L/zsGizdra2mT+/PkyatQoyc3NFa/XK5/5zGfkqaeekkuXLmmWMdOoRUSamprksccek6FDh0rv3r2loKBAysrKpKamRjo7O8PW7fDhwzJ79mzx+/2SmZkphYWFUl5eLn/5y19MnduuXbtkxowZ0r9/f8nMzJTi4mKZPn26rF+/3lT59evXy/Tp06W4uFgyMzOlf//+MmPGDPUvumgkW9xDBy3hfkLrv23bNnniiSfk5ptvloEDB0pubq5kZGRIUVGRTJ48WRYvXqz5qNCqZIv7vn37ZP78+VJeXi6DBw+W/Px8SU9Pl8LCQikrK5Mf//jH0tTUFPa1RdjeI+1n7rnnHgG6Hs1dvnzZVJlUbu+xGCyKsH+PZ9wToX/3iESw4A4RERERpQR+G5qIiIiIdHGwSERERES6OFgkIiIiIl0cLBIRERGRLg4WiYiIiEgXB4tEREREpIuDRSIiIiLSxcEiEREREeniYJGIiIiIdHGwSERERES6OFgkIiIiIl0cLBIRERGRLg4WiYiIiEgXB4tEREREpIuDRSIiIiLSxcEiEVEcLFq0CB6PB5mZmdixY4fmPq+//jrS0tLg8XiwcuXKONeQiEibR0TE6UoQESU7EUFFRQVqa2txzTXX4N1334XX61W3f/TRRxgzZgxOnTqF++67DytWrHCwtkRE/8HBIhFRnDQ1NWHMmDFobm7GjBkz8PzzzwPoPpAcMmQI3nnnHeTl5TlcWyKiLnwMTUQUJyUlJVi+fLn6mFn59HDRokWora1FRkYGVq1axYEiEbkKP1kkIoqzefPmYfHixcjLy8Nvf/tbPPjgg7h8+TJ++ctf4jvf+Y7T1SMi6oaDRSKiOOvo6MDnP/957Nq1S/2/iooKrFu3Dh6Px8GaERH1xMEiEZED9u3bh9GjRwMAfD4fDh48iJKSEodrRUTUE+csEhE54Nlnn1X/3dbWhnfffde5yhARGeAni0REcfbaa6/hS1/6EgDghhtuwJ49e1BUVIQ9e/aguLjY4doREXXHTxaJiOLoo48+wgMPPAAAeOCBB/DPf/4Tfr8fzc3NuP/++8G/34nIbThYJCKKk0AggFmzZuH06dMYOnQofv3rX8Pn82HlypVIT0/HG2+8gcWLFztdTSKibjhYJCKKk1/84hdYv369up5ibm4uAGDcuHFYsGABAOD73/8+du/e7WQ1iYi64ZxFIqI42LFjB8rKynTXUwwEApg8eTLeeustXHfdddi9e7c6mCQichIHi0RENmtvb8enP/1p1NfXo7y8HG+88YbmeorHjh3DmDFjcPbsWVRWVmLZsmUO1JaIqDsOFomIiIhIF+csEhEREZEuDhaJiIiISBcHi0RERESki4NFIiIiItLFwSIRERER6eJgkYiIiIh0cbBIRERERLo4WCQiIiIiXRwsEhEREZEuDhaJiIiISBcHi0RERESki4NFIiIiItLFwSIRERER6fp/QwVedr5pdHoAAAAASUVORK5CYII=", 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", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "image/png": 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", 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    " ] @@ -3505,40 +3316,27 @@ } ], "source": [ -<<<<<<< HEAD - "dataWithoutModulation2.plot.errorbar(fmt='o')\n", - "# plt.xlim([0, 0.0075])\n", -======= - "dataWithoutModulation2.plot.errorbar()\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "dataOnlyOneBeam2.plot.errorbar()\n", "plt.show()" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 22, -======= - "execution_count": 83, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ - "dataWithoutModulationFFT2 = fft(dataWithoutModulation2)" + "dataOnlyOneBeamFFT2 = fft(dataOnlyOneBeam2)" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 23, -======= - "execution_count": 88, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 27, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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    " ] @@ -3551,7 +3349,35 @@ "fig = plt.figure()\n", "ax = fig.gca()\n", "\n", - "abs(dataWithoutModulationFFT2).plot.errorbar(ax=ax, x='freq_x')\n", + "abs(dataOnlyOneBeamFFT2).plot.errorbar(ax=ax, x='freq_x')\n", + "ax.set_xlim([1, 40000])\n", + "ax.set_ylim([0, 0.00005])\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure()\n", + "ax = fig.gca()\n", + "\n", + "abs(dataOnlyOneBeamFFT2).plot.errorbar(ax=ax, x='freq_x', fmt='r')\n", + "abs(dataWithoutModulationFFT2).plot.errorbar(ax=ax, x='freq_x', fmt='b')\n", + "\n", "ax.set_xlim([1, 40000])\n", "ax.set_ylim([0, 0.00005])\n", "plt.show()" @@ -3561,16 +3387,102 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Only One Beam # 2" + "# Data analyse" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Transform intensity to phase" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 24, -======= - "execution_count": 95, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "from Analyser.FitAnalyser import NewFitModel" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "def sine_with_offset(x, amplitude=1.0, frequency=1.0, shift=0.0, offset=0.0):\n", + " \"\"\"Return a sinusoidal function.\n", + "\n", + " sine(x, amplitude, frequency, shift) =\n", + " amplitude * sin(x*frequency + shift)\n", + "\n", + " \"\"\"\n", + " return amplitude*np.sin(x*frequency + shift) + offset" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "fitModel = NewFitModel(sine_with_offset)\n", + "fitAnalyser = FitAnalyser(fitModel, fitDim=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "params = fitAnalyser.fitModel.make_params()\n", + "params.add(name=\"amplitude\", value= 0.1, max=np.inf, min=-np.inf, vary=True)\n", + "params.add(name=\"frequency\", value= 63, max=np.inf, min=-np.inf, vary=True)\n", + "params.add(name=\"shift\", value= 0.11, max=np.inf, min=-np.inf, vary=True)\n", + "params.add(name=\"offset\", value= 0.6, max=np.inf, min=-np.inf, vary=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "# param = fitAnalyser.guess(dataWithModulation)\n", + "fitResult = fitAnalyser.fit(dataWithModulation, params)\n", + "fitCurve = fitAnalyser.eval(fitResult, x=dataWithModulation.x)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure()\n", + "ax = fig.gca()\n", + "dataWithModulation.plot.errorbar(ax=ax)\n", + "fitCurve.plot.errorbar(ax=ax)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 35, "metadata": {}, "outputs": [ { @@ -3939,140 +3851,534 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.DataArray 'CH1' (x: 1200)>\n",
    -       "array([0.215, 0.197, 0.195, ..., 0.194, 0.218, 0.198])\n",
    -       "Coordinates:\n",
    -<<<<<<< HEAD
    -       "  * x        (x) float64 0.0 1e-05 2e-05 3e-05 ... 0.01197 0.01198 0.01199
  • " ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "
    <xarray.Dataset>\n",
    +       "Dimensions:    ()\n",
    +       "Data variables:\n",
    +       "    amplitude  float64 0.09749\n",
    +       "    frequency  float64 62.83\n",
    +       "    shift      float64 0.162\n",
    +       "    offset     float64 0.5916
    " ], "text/plain": [ - "\n", - "array([0.215, 0.197, 0.195, ..., 0.194, 0.218, 0.198])\n", - "Coordinates:\n", - " * x (x) float64 0.0 1e-05 2e-05 3e-05 ... 0.01197 0.01198 0.01199" + "\n", + "Dimensions: ()\n", + "Data variables:\n", + " amplitude float64 0.09749\n", + " frequency float64 62.83\n", + " shift float64 0.162\n", + " offset float64 0.5916" ] }, -<<<<<<< HEAD - "execution_count": 24, -======= - "execution_count": 95, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "filePath = r'F:\\Jianshun\\AccordionLatticeShorTermStability\\onlyOneBeam_2.csv'\n", - "\n", - "data = read_csv_file(filePath, csvEngine='pandas', csvKwargs=dict(header=[0], skiprows=[1], encoding = \"ISO-8859-1\",))\n", - "dataOnlyOneBeam2 = xr.DataArray(\n", - " data=data.CH1[0,:],\n", - " dims=['x'],\n", - " coords=dict(\n", - " x=data.X[0,:].to_numpy() * 1e-05\n", - " )\n", - ")\n", - "dataOnlyOneBeam2" + "val = fitAnalyser.get_fit_value(fitResult)\n", + "val" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 25, -======= - "execution_count": 96, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "def voltage_to_phase(voltage):\n", + " voltage = (voltage - val.offset)\n", + " # voltage = xr.where(voltage > val.amplitude, voltage % val.amplitude, voltage % val.amplitude - val.amplitude)\n", + " voltage = voltage / val.amplitude\n", + " voltage_frac, b= np.modf(voltage.to_numpy())\n", + " voltage = xr.where(np.abs(voltage) > 1, np.arcsin(voltage_frac) + np.trunc(voltage) * np.pi, np.arcsin(voltage))\n", + " return voltage" + ] + }, + { + "cell_type": "code", + "execution_count": 93, "metadata": {}, "outputs": [ { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\data\\AppData\\Roaming\\Python\\Python39\\site-packages\\xarray\\core\\computation.py:760: RuntimeWarning: invalid value encountered in arcsin\n", + " result_data = func(*input_data)\n" + ] } ], "source": [ - "dataOnlyOneBeam2.plot.errorbar()\n", - "plt.show()" + "phaseWithoutModulation = voltage_to_phase(dataWithoutModulation2)" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure()\n", + "ax = fig.gca()\n", + "\n", + "(phaseWithoutModulation/np.pi).plot.errorbar(ax=ax, fmt='o')\n", + "\n", + "# ax.set_xlim([0, 0.1])\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": {}, + "outputs": [], + "source": [ + "def autocorr(x):\n", + " result = np.correlate(x, x, mode='full')\n", + " return result[len(result)//2:]" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 26, -======= "execution_count": 97, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 "metadata": {}, "outputs": [], "source": [ - "dataOnlyOneBeamFFT2 = fft(dataOnlyOneBeam2)" + "phaseAutoCorrWithoutModulation = autocorr((phaseWithoutModulation/np.pi))\n", + "phaseAutoCorrWithoutModulation = xr.DataArray(\n", + " data=phaseAutoCorrWithoutModulation,\n", + " dims=['x'],\n", + " coords=dict(\n", + " x=phaseWithoutModulation.x\n", + " )\n", + ")" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 27, -======= "execution_count": 98, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 "metadata": {}, "outputs": [ { "data": { - "image/png": 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Gnw0ePBjDhw8HALz33nsN8RJERERE9arBFoRt27YtAODQoUMN9RJERERE9abBgqIjR44AAKKiohrqJYiIiIjqTY2DIpfLBUnyv2LrypUrsXnzZgDAyJEja9UwIiIiorOpxkFRZmYm+vfvj7lz5+LIkSOqACkzMxMzZ87E1VdfDUmSEB8fj8cee6xeG0xERETUEGo1eeOuXbvwwAMPAABCQ0MRHR2N8vJylJaWKo/p1KkTvvnmG6SkpNRPS4mIiIgaUI2DojZt2uDLL7/EmjVrsGnTJpw8eRI5OTmwWCzo0KED+vbti6uvvhq33HILwsLCGqLNRERERPWuxkFRaGgorr/+elx//fUN0R4iIiKiRtFgo8+IiIiImhMGRURERERgUEREREQEgEEREREREQAGRUREREQAGBQRERERAWBQRERERASAQRERERERAAZFRERERAAYFBEREREBYFBEREREBIBBEREREREABkVEREREABgUEREREQFgUEREREQEgEEREREREQAGRUREREQAGBQRERERAWBQRERERASAQRERERERAAZFRERERAAYFBEREREBYFBEREREBIBBEREREREABkVEREREABgUEREREQFgUEREREQEgEEREREREQAGRUREREQAGBQRERERAWBQRERERASAQRERERERAAZFRERERAAYFBEREREBYFBEREREBIBBEREREREABkVEREREABgUEREREQFgUEREREQEgEEREREREQAGRUREREQAGBQRERERAWBQRERERASAQRERERERAAZFRERERAAYFBEREREBYFBEREREBIBBEREREREABkVEREREABgUEREREQFgUEREREQEgEEREREREQAGRUREREQAmmhQJDV2A4iIiOicU6ugKDc3Fx999BEmTpyIXr16ISIiAjabDe3atcOECRPw7bff1nc7iYiIiBqUtTYbpaSkwOl0Kn/b7XaEhIQgKysLWVlZ+P777zFu3Dh8/fXXCA8Pr7fGEhERETWUWmWKnE4nBg8ejDlz5uDw4cMoLy9HSUkJ0tPTcc899wAAli5divvvv79eG0tERETUUGqVKVq1ahVGjRrlc3vHjh3x/vvvw2q1Yu7cufjkk0/w8ssvo3379nVuKBEREVFDqlWmSC8gEsnZIgDYunVrbV6CiIiI6KxqkNFndrtd+d3lcjXESxARERHVqwYJitasWaP83rt374Z4CSIiIqJ6Ve9BUUFBAWbMmAEAGDFiBLp3717fL0FERERU72pVaG3E7Xbjtttuw8mTJ2Gz2fDWW2/5fbzD4YDD4VD+Lioqqs/mEBEREQWtXjNFjz76KBYvXgwAmDNnDvr27ev38TNmzEBMTIzyw1FqRERE1FjqLSiaPHky3n77bQDAG2+8gbvvvjvgNk8//TQKCwuVn8zMzPpqDhEREVGN1Ev32dSpU/Haa68BAGbNmoVJkyYFtZ3NZoPNZquPJhARERHVSZ2DoilTpmD27NkAgFdffRWTJ0+uc6OIiIiIzrY6BUWTJ09WMkSvvvoqpkyZUi+NIiIiIjrbah0UiQHR7Nmz8cQTT9Rbo4iIiIjOtloFRU8++aQSEL3++ut47LHH6rVRRERERGdbjUefHTt2DK+++qpnY7MZr7zyClJSUgx/5HojIiIioqasxpkit9ut+v306dN+H19SUlLzVhERERGdZTUOijp27AhJkhqiLURERESNpkEWhCUiIiJqbhgUEREREYFBEREREREABkVEREREABgUEREREQFgUEREREQEgEEREREREQAGRUREREQAGBQRERERAWBQRERERASAQRERERERAAZFRERERAAYFBEREREBYFBEREREBIBBEREREREABkVEREREABgUEREREQFgUEREREQEgEEREREREQAGRUREREQAGBQRERERAWBQRERERASAQRERERERAAZFRERERAAYFBEREREBYFBEREREBIBBEREREREABkVEREREABgUEREREQFgUEREREQEgEEREREREQAGRUREREQAGBQRERERAWBQRERERASAQRERERERAAZFRERERAAYFBEREREBYFBEREREBIBBEREREREABkVEREREABgUEREREQFgUEREREQEgEEREREREQAGRUREREQAGBQRERERAWBQRERE1OIUlFXilnkb8fW2443dlGaFQREREVEL88+VB7HhcC4mf7WrsZvSrDAoIiIiamEKy6sauwnNEoMiIiIiIjAoIiIiIgLAoIiIiKjFMcHU2E1olppkUCRJUmM3gYiIiM4xTTIoIiIiIjrbGBQRERG1MCb2ntUKgyIiIiIi1DIoKisrw9KlS/HSSy/h2muvRWpqKkwmE0wmE6ZPn17PTSQiIqKaYKKodqy12Wjz5s248sor67stRERERI2mVkERAMTFxWHAgAHKz2OPPYZTp07VZ9uIiIiIzppaBUUjRoxAXl6e6rannnqqXhpERERE1BhqVVNksVjqux1EREREjYqjz4iIiIjAoIiIiKjFEecp4ioRwWNQRERE1IK53DULisorXTieX9ZArWnaaj36rD44HA44HA7l76KiokZsDRERUcsgLgjrdEuw1qAU+NLXf0ZWQTl+fOwP6JYc1QCta7oaNVM0Y8YMxMTEKD/t27dvzOYQERG1ODXNFGUVlAMAftp7uiGa06Q1alD09NNPo7CwUPnJzMxszOYQERG1OM4aBkWyc7EWqVG7z2w2G2w2W2M2gYiIqEWraaZIdg7GRCy0JiIiMnKqsALrDuY0djOCVlbpxKzlafj9ZKFym9PtbsQWNS+NmikiIiJqyi6asRIAsODuwbikW1IjtyawfyzZh083HVPdVtuYKFCiqKLKhV8OZGNY18TavUATxEwRERFRABsON49skV5xdG0zRYG6z6Z9/zvu+3gbHvtiZ62evymqdaYoPz8fLpdL+dtd/aGXlZUhJ8f75bHb7YiMjKxDE4mIiBqXOMQ9GJIkYfuxfJyXHIVoe0gDtcrXmWKHz221rikKkCv6YqtncNSPe08DE7rV6jWamlpnivr374+kpCTlRx45NmvWLNXtDz/8cL01loiIqDn44beTuO6dXzHh7fWN3ZRajz47F7H7jIiIqJ79sOsEAOBITulZe02jIfQ1yRSJjz0XR5/VuvssIyOjHptBRETUcphr1ttWL/S6zgDA6Qo+uhHrj87BmIiZIiIiOve43BJufm8jJn+1K6jHm2oY5FgaISrKMMhKGWWKJEmCW3OfKoA6B1NFDIqIiOick3aqCL8eycXX247D6Qo8OqumIY7ZIIrKLXGgosqle19dHc3TX8RVb/SZyy3hT2+vxzXvbFB1u4lB0bkXEjEoIiIiHRk5pdiVWdDYzWgwoRbv6a+gvKren18vKDpTVIGBL63A6Nlr6v31AKDU4dS9XS9TlJ5Tgt1ZhdiVWYASYbsqsftM8gRxaw9mnzNLfjAoIiIiHyNnr8HV/16Pk4Xljd2UBiHGCXmllQEfXx/dZ+sOeaarOVFYUbMnC1KVQcZLLyjKKvC2QcwOib9Xud2YMGc9bvtgM77dkVWPLW26GBQREZGKeBLNzGuZQZEYQOSW6AdFdcmO6GWKjLrUAtl3sgjv/nwYDqf/brcqg4JqvaDoeL63q038LMSutiqnpOz/73eeqFGbmysu80FERCrFFd7uJHtIy7x2rhQCgfwy/aCoLvP76NVZ1zQmWp12Bj8fyMb8DRkAALck4aGRXQ0fX+nUzxTpvY9jud6gSPwsVFkjIUD6+UA2Hlm4A3//Y0+0irIH/R6aGwZFRESkUijU2LTUUpIqIYDINeg+EwOEms5oLWaF3G4JZrMJJuE2l1sKOELtrvlbVH//lllo8EiPmnSfHc0VM0X6gZD2+X7YdQIWE/DmTf39tqM5a5mXAEREVGtF5d7C28ogRmY1R2IgkG8QFIlFxzXN8piFgEf+DMWnMMrq+OMOEKEaBUV6mSJxpJq4nfi5VDp9tztV1DD1UE0FgyIiIlIRM0W1OXk3B2IgYFRoXZNJD7XEJJCj+jM0qW6r+bB8twSUV7qwOT1PN/tjXFOk3oeSJOFYrndOI3EfG3WfySJtZ28dt8bAoIiI6BxysrA8YKBTJNQUtdRMUWVQQZH3MTVdVFUvABKfwlGLYFOSJDyycAdumPsr3l97xOd+o32lzRQVllehtNIblBkWWus8X5S9ZVfdMCgiImoBnC439mQV+sxQLNp9vBBDZ6zC9e9u8PtczBRVP0b4LGsaFDlV3VCe1xLrmGrbfbZi32kAwHu/+AZFVQbPqW17WaU6S6WuKZJ0b5dF2hgUERFREyRJklIP8/fv9+CPb63DmysPGj7+m+3HAQC7jvsv2BWDIqM6leYumKDIZRAsBPf83sfLWSHxNWvbfSYrrfSdqNGwpkgT3GizVOqaIv+ZokB1Tc0dgyIiombqtR8PYMBLP2HTkVws3JwJAPiXn6AoWEXnQqZIKCI2zhSJtTY1+xzEbihHlef3SlVQVLdC64oq3+0Na4okbVCkDsiMhuTrBUV6r+vZrmV8TxgUERE1U79lFUKSgLRTxTXe1u2WMP2/v+OrrZk+950TmSK3OlOkN1GjGCB8t/MEbvtgU1CzX2u3lYMOMcAMFBTpddcFStIY1RRpn0sb2IjdbmIwV+rwzWZVGGS4jAKy5oZBERFRMyWvdRVsNkcs/l1z4Azmb8jAlK9/83lcUYUwJL+JZ4okSarVUiSq+h6XW/ekLgaEheVVWHswB7OW7w/u+cWsUPUCsKouNYOMi972svoaku+o8lNTJPyut5aauK34fWrq35NgMSgiImqmlKCoFtmcnGLjjIeYKdqdVYhle075fa5Kpxvbj+U3WBfKqrTTeP6H33VPvG+sOIihM1b5ZLwKyirx9KLfsDUjT/c5tUGQXgZEr44ouzi4eXrEbfVqigLtM71MUqBMkeHkjZrb/dUUie3WC4rkLJMkSar2rD+c479xzQSDIiJqUSqqal7A2lwVV2d0gq1PEWdl1taZiMSaoi+3HscDn2zDtqP5ho9/9tvduHbOBryx4kBQ7agJSZJw9/yt+Gh9Bpb/7hucyTVU0/77u+r2mUvTsHBzJv787q+6z6sNSvQyN9r5fYDgC65VAZBeoXWA76leAOiWJIRYTIaPqdKZbBHQyRRptqs0KK4urdTpPqtut/Y5950q0n3t5oZBERG1GO+vPYIef1+GldXDlls6eQRSfc+OLAZFsn0njU96X23zjGr79+rDNW5HIMfzvV1jepMJypKibKq/D2eX+H1ebVZFL5jW61ILdmi+U2f0WaUz+EyR3v2SBIRYvKdtbX1TsDVF2kLrKoNCa91MUfW22u9cSYXvY5sjBkVE1GK8tGQfAODxL3fV23OeKaoIeIJtDJIk1bimSCTOZ6QtMhYnb2xsm9O93V/+1h9LilQHRYHWKtMGRXrZNr0ZrYOd5Vo1+kwOJFSZIuN9NnNpGq548xef212SpGpnbqlDdX+wNUX+Cq3FAErcrm1smGpb7WsV6wTSzRGDIiJqcfRGEokKy6oCPkY2+OWVGPPazzjdCGs+Tft+D277YJNudsLh9BYHV7pq3mXoUI040gRF5b5X/Y01tmiLUBNUrsnmiMFboiYoCsSnpqj6uXNLHMoK8lW63WfBBaBVepM36gzJf3HxXvxjyV7Vtu/+fFjpGhVVOt2q70JuiTpTFOyCsL6ZImEYvs77S4m2461bPIvAyp+TNitVyEwREdHZIUmS35mafR7v5749WYXo+8KPeHjhjqBeV7bjWEHQr2/0XFsz8lRFzP5UVLmw4NejWHswB7+f8J1sUezaqE2mSOwuEk+mbrfUpJb2ED937UzMmcKipj4rzgdYwFX7mcmBwsCXVuAPs1Yju9ihnykKtvvM7RsAiTU/lU4X8ksr8cG6dMxbm658L/wF68WaDJ5vpijImiJNpkje36cKK/Bbpu93LdRqht1qASBmitTPqRfENUcMioiaMKfLXaNgoKW69z9bMeb1n4Mvovbzkc2rXjNqyW8nAz6NeOCva5fS/3afwp/f/RU3vbcxqMeLJ3yzzhLt4hwyekFRbokDLy3ei4OnvXMYiU8jZl1UJ2ujgKiBZzL++3d7MF1TLA2oT/za/Z+ZV254XyA+3WdVblVAsv9Use5outrVFMlD8tWBUqVO4bVecbNMG1BrM0VGwbH2GGI0+uyiGSvxhc68VaFWM+whZlU7tUuKlDjYfUZEDajK5calr/+Ma97xv07VuWDFvjNIzynFr0dyg3q8v9OWeFJzuyXMXJqGH3VGNQHqwEGv+FhPVkE5Zi5N85k759sdWQD8FyyLjuR4VzHXZkgAoETMFOmcvJ/8ZjfeX5eOa+Z4vz/iexefU+wyMQqKGnJyvtwSBz7eeBTzN2Sogk9JklBQ5v27XGhzicOJTzYeVf7WDqkXw0i3W8LHv2Zg7wnvZ+9TaO10qYIFs1k/KxRsTVGVTv2QQzMiTXw/8v7wl0ks0NwnZmdKHc4a1BT5Flr7y1CFWsywh1RninTqo4CWU1PUsld2I2rGDp0pQUZuGZBbBqfLDavl3LyGEa9+K/xcRYv8HeDFu37cexrv/uwZMZUx8yqfx4onrfyy4GYyvvujLdh/uhib03Ox6KFhyu3iUOpgpAtBkd46VyV+us92HMvHLwezfR4ndumIo4X0ho9raet56pMYcInrjZVVulQndLENryxNw7pD3rlxtMXDYlbsu51Z+Pv3niyUvJ+1QZ6jSh2kWEwm3fqhYGuKxHbLAYSYXXE43arAVP69wM/3TPu1Lqv+XizbcxIPfLJdud1sUq+Tpp1awDdTJOkG3jJbiDcoqnJJcLkln+9JUUXLmArj3DzKEjUzTanG42wTT1RGSwxo+buWF4eiB5qITzwJnyly+Hmk1/7q7qrtmhokMagNpsg7QwiKynVOWGJNkfYkd82cDbrBjdhNJmYZ1LUu+t+1hpz/yWmQqdJmTcQT90ZN1tDfAqu7s3zrZLT/UxVOlyr4dLol3exY0KPPglgQVvx+yQFOYVnwGRe5q00MiABPd5eqLQEKrSudbp8slOr5LN7uM8DzXdBmpVrKcjAMioiaKPG82VKm0K+NsirviUpvVJTLLeFUoTq4MYo5CsurVEFRoEBFDEZOFwcXFBkRM0X+rsplYveZ3nwx/jJFRsQTl9hNZTR5n0gvMKsvYlAnvpcCTYAgB2ZllU5lmoR/3tSv+j5NpijQkHzNZ1ZRpc7cVFS56lRoHWiZj9p0n2mV6XwvAMBWXRQt8x195mmbXJte5XL7zVCJhdaAHBS1zFpHdp8RNVHigeycDoqEE0euzmKc//f5Diz57SQW3D1YuU3SyRVtPJLrU+RsFUYslVe5EB6qPiSqM0U1G5KvrY0WT7B5pZWIsPk//IrdZ3pdV4FqivSIjyuuYfdZsFm62hBHQ4lZDG2AIAcR+04WwS0BraJsaB8f7mmfn0yWXpDsW2jtUgWfFVVu3a6yYAut9Zb0ED//3VmF6JgYofx9x0eb0bddLK4b2C6o5weMi7JtATJF8mcVZQ9BYXkVqlxuvxkqm9UMs9mEUIsZlS43KpzuFntMYlBE1ESJc88Eu4xDS1QmjLLKK/XN1sijyN5Zc8jv88xYmuZzmziMu6TC6RMUiSfams5TFKKpAROHU+eVVioncz0ut4RsITNVXOFEYXkVYsJClNtqMyRffJyYKdKbP0ervLLhvoNiICS+vk9QVL0/dh/3dIf1bhvjM1RcJgal4nNKkgSTyaRkOixmE1xuCRWazI3DqZ8NCbabSNV9pjPh4fZjBaouVkkCdmYWIDk6+PmWynRqzQDf7jOXtn6q+vOItFmrgyLJb/eZnHmyhVQHRTrdZy0Fu8+Imij11XPLPAAFUuVyq06M2mUNROIVvF5mQG8dK/FzLdbpiihTFVpX+a1b0Qr1CYq8z+/vfQC+hdWzlu9H3+d/VGWr6tp9ps4UBR6S35A1RQ6n/ne9sFz9OclBy+/Vo8jObxvjM1Rc77PQC7rk9xll9wTCFVUuVealosqt+50J9nMQR/Qdyi5BWaUzqP2k7Qr2R5yWQeQvU+R0uZXPSn7vlS63T1elSA6ylBFoVa4WW+fYJIOiZb+fxu7jhcgpcWDMa2swJ8AVIFFTV5s5btQnCuMD8Qfr0nH1v9cHPNE2NdnFDr9dEZIkYdw/12LiB5uU27TzsojEA7/es+odw1VDvHUmn9N2WwUqthbng9GONhODEL1uQJHROlIr084ov5cG2X0mZkzE4KfYIFOkrbWRGY0+087ls+9kEa548xeMfm0NVqUFtwadUU2RHBDHhoeo2nCyOnDomBCunKgdTjd+PpCNC6YvxxdbjqkCY/ECQ/7c5PccWd2N6RkNJnaf6WeKgh2FJ2aKfjteiMlf7QoquyJ2mxqRg5mySqdukBbqU1Pked3yShdGzl6DFfs83yP5vVc53X5HV8oBvhyAVlS5mSk628a/vQ7vrjmMw9mleHXZ/sZuDlGtfbzxKPpM/xFf6kyK5o8YCBldYUqShBcX78WuzAIs2n68Tu08m3ZlFuDCf6zA/R9vNXxMicOJQ2fUa44FmynSi4r0JsEUA5USvcUvNTUbgQJPMduk7T4TA+N8P8/jcLoMg2hVd5/wWkYZAwAIC/GeINUF1cLSDjr1L1pGhdYVmu/m/3afRNqpYhzJLsUnG48pt0uShC+3ZqomkwQ8o63EbGBFlUvZl3L2IiXa7mlDdQAgn8DjIkKVrEily42/LNiCSqcbT36zW/U+CoSMk5z9q1IyRSHK65ZVqjNKeoXWVS7JMCDIKXFg+n9/R9qpIp86nv/tPhVUcXJREDNDy0ualDpcuoG6T/dZ9ctuzshTLbArB1fajKzR88ldlY4W3H3WpGuKGnJeDDq3uNyS7zIAZ8nfv9sDAJj69W+4YVD7oLcz6lIQiSOUtPUwTdn8DRkAoFyx6tE70fsLSsQTmLbQ2u2WdItmxeBDu4TCnqxCbExXD/v2V3cBqIdTa0+KwWSKyitd+ONba3E4Wz9bIM5sXSJ8Pnqj02Ti997oRFaXeYq0mQqx9kpcSPfrbccx9evfYA8xI+3FcQCAM8UVGD37Z1WAd+dHW9AlKQLLJv1BOVGnxNiRdqpYCczkoDI+PFTJFHneh/7ghPxS736Ruybl74scGDicbk2htUs1UlH7WWiDXgB47vs9+N/uU8r3W6u+ipMTIkKRnlOKskonzmimlQi1mKE91MmZIoum+j+yOiCsckl+R5/ZtN1nTleLLbRuspkioPEWIKSW5bsdWeg9fTl+PpDd4K+VU+LAyn2ngx6h4o+Y8jc6AG06kqf8Xp9Xbk6XG9fOWY9b5m1skGVG9Jat0NLL3OSXVRq2x6imaEtGHvo8/6NuoCHOUi0GLU6XG398ax0Wbc9SPd7fiQNQZyTEE6zLLanej17B+Ob0PLy0ZK9hQASoAxDx+f1dQIrfHaPvSKXOPEXa7j+jWhptwH5SqInJzCtTtvtuZ1b183gfP399hu5+PpxdirSTxUpQ1DpGmyny3B6nCYrU70kIisrE/aKekTnK5q0p0maKjDI75ZUu/LDrBIa8vALbjnr/B3fprBsmiwkLqbf/0fiIUACez+HP7/6qus9s9l32TQ4AtYXZcvdZ8DVF3u6zyhY6JL9pB0Ut8zOns2zSFztRVunC3fO3NPhrXTNnPe5ZsBWfbzkW+MEBiEsCGGWKNgmZDL2TS22dLKzA9mMF2HA4F2uFWYPrSzCTc+tlP9yScbZGLGwVDx1Pfv2b4WcjZorExxgtbumv2wtQz6vj6X7xtElbI6TNeBWWVeGWeRvx6Sb/3xuxjcHub4fTu4SDOEmjSG/yRO2UAcFmisRCYbcEHK1ecT4jpwxa/9ttvP6cyeStKUqWu88qXaio8k56GBsRAovZpDtbuNh9Jn7ecmDg7T6rzhTpzlOk/39XVunCIwt34HSRA/+3cKdyu1WnHSufuER53foqTk6INB6h5nRJPhcdTreElftO+0woKnaf+Z28UafQ2qj2rLlr0kERc0UUjLUHs/HWyoMBMxr1kb0JRF6gUu9gX9PuO0dV4JoicS2n2gRFe7IK8cDH2/D9TnVGRAwWPt9c9wBPS/wsjGZ3Nno/elkWQJ1ZE5/T7OdzFyeDFAMXo5qeQN1n2mLVsup9qH2+HE3BeG6pI6hJATcczsVH69PhdkuGxdh69GZUFul1n0VqgyKjmiJNUHRSM3rqcHYJnC43sgrUi7dm5pV5lrHxQy9TJAc4VrNJyfLYrb7ZokqD7mc5UyQHiJFK95lLlUlxOF2G+0R8nJg9tOp81+LCPVmdKpekml6iLhKqM0V6nG7foGhV2hncs2CrsqSNTP78As1TJAdFNmH6A9YUNQJmiigYt32wGQDQKtqGGy/sUG/PK89nUl/0Dpj+BDP6TDxJi5mVEwXlWPzbCdw0uAMyckox7b+/45kre+LCjvHKY/adLMIf31oHANh7sghX92ur3CcGCz/tPY2KKpdhN0VtWAJMmggYB0VGhahiJkM8dGhP7qJihzpTJEkSJn2xE1n55bqP99fFAOgsS+FwIdoeohMUqQM7sUvJHmJW/k6ICFXVH/1yIBu/HMhGUpRNdz00Iw6nG/YQi/Fir2L3mcsgKAqy+0zeb92To7D/dDEOnSlBB82cTPlllcjM9x8QiV06cqYIAE5V1yzFhocq/5+2EDO0E44bZVd9M0VyobVbVcfmqHIbXsgYdSVq64zMJvXnWF+ZougwqzKRIgCM6p6E1fuF8oAgDzVyQFjllPyOPpODIbn7rLwFF1o36UyRWOTWkDvA5ZawJSOvQefhoLr7eONRLPSTtVi2R3+l89qoqHLhsjd+wf8t3IFSh/6wV3/0AnrtvDX+vLPmML7b4c3e6GWKJElSXd2JmYOJ72/Cy/9Lw3Pf7cHtH27GjmMFuF5Te5B2yptlOpZXpjpxiyd3p84yGnUlfj5GXVVGmRBt7Y9MvHoXn99fUCQGf8UOJ47lleH7nSew9Wi+6nEJSg1HJb7bkYXJX+3yKcwGfIMmOXCRX0e+4s4udqiyWXLA0T4+DIM7JSi3J0Xpd5McyS71W1yt5V1mwqCmSCdTpO0+M/ofMLp9UMe46raWqAquAU93VqDvVJnDhZOFnuC0c2KkcvuJ6oxTfIR3Ikvtshae96HfLnkuIu08RdpMUYVTf5kPwHiZFm33mdViRqjVXOPFgPu0i/F7vz3EgrBQ73t+ZMx5qvuDvf6S/zfyyyp9AnWR/L2Nrp48tKi8Svme+MtaNUdNOigqF66eGjJgeX/tEVz/7q947IudDfYaZOxEQblP11aVy606aRSUVeLv3+3B04t2q9L44nZ7hK6kulqz/wwOnSnBf3edwIAXf8KwmauCWsRTJj9U3CbEGty/27aj+XhlWRoOCsPR9a56yzUTqImZFXlU2o97TxtmN7TByD7h8yvSZDxOFOpnTmpL3Id6wQWgvzK89vHi56Kd0VjuTo2wGWe41KPPnIZdrK1jPZmKo7llmPTFTny97The+/GAz+O0V9ty4CK3uXP1sg4Op1uV8ZKDFrvVgrhw78lezJCIwkMthsGkbFBqnPf55QkLDbInqnmKDGqKqlySEoQWllVh/aEcSJJkmJE5v43nxH6qqMIng5ZfWqVkfIyk55SgyiUh1GpGu7gw5cQsX/zEhntPxuJipTKjrEyZZp4ib6G1uqbIUWVcaH2ywNt28RHaICqkOjoJq2GWdUCHOL/3924bg3AhKGqlCZ4DrfsmkwPCM8UO+Ou9tVVf0MnfzYKySqXQul1cWFCv1Vw06aBIPPhpD3j1ad7adADA0nrMNFBwVqWdxsUzV+HJb35TbsstcWDIyytVQap4Aig2GEadXexQLY1QF2JXgcPpRm5pZcBFPMUASB4SLp4wgr1aPFHgG4DIJ7OTheXKPC9GWQmRvwyr9qQ6+8f92H/K89za7p4TBfWbKRLbatQdZtR9JmaQ/M30LZ8U/SWZVfMUVVQZdhG1jvEc+HdmFii3fbbpmE+2Q1srJHfHyO8xKcqmnITF76q8rpg9xIJYYSkP7clOFmIxB5zl/OsHL1ZOYhVKpkj/zKdXUxSlk2GT5yT6y3+24Nb3N+GLLZmq2jdv+0zomOjpMssudqiGxAOe4DFQpmhf9XexY0I4zGaTElgsrl7WRQwe9bp2jc4ZpZXqzyLSLo4+02SKdKZxANRTDZRVF38DvhcT8oLD2gDzhkHtDLOAADD2/BTD+wCgX/tY1b5M1BRem4M8s8tdh7IL2kYrv/dtH6v8Lgekcn1UflmV8p7F9dtagiYdFImz1zZkpqimqU2qP6//5Lna/nqbd+LBb3dkIa+0Et/tPKHcJp5ExQnytIHB3pP1ky1y6BxQ9Ypsc0sc+P2EZxiu3klKPEgGe/WmdyCWa4qGzliFy974BaeLKnzeu153k7/J4rQH8C0Z+Xj08x0AfGtj9AK1QPyN1BIDTG07ZP66zw6eLsai7cf9zvQt74/yKuOMipgZKnE4DYuJ28T4ZmwqXW7szFR3s2kXjZVPsnJxeEJEKJKq17ZSBUXV37ewEIsqA2KUKRIzUv6OX3K30rVzNmDZnpPGNUU68/voZdjkz2dLhud9f7Q+Qzf4iA0PRasoT9vPFDt8Mmj5ZZU+BdlaadX/yx0TPCdd7UiweKHbRrushT9lDk9GUN73kTZPYOCZp0i9zIdR99n3wrEJ8O5L7YWGvG/ErA4AvHxNbzw8qqvP804Z2x1f3HeRKjjRmja+F0wmk6r7VBsU6k150bVVpM9t2q7lkd1aKb9fN8BbYyhffMaGe7uR5WPEeTrP25w16aBI7OOsyZpDNSX2A3+x5VitTgBUO3pDhMUDtLzf1ZkiISjSnFD9zcpaE3oZA72T/JjXf8ZV/1qH308UqtolxzVixiXYyUj1Ft6sdLpVo+v2ZBX6vNeajj6TsxfiAThNzhRpnvtkDbvPZi5NQ/8Xf1IWa9UqDWL4u7ZmRs6aFFdU4bI3fsHjX+7ymUdIJJ/cA2X4xHYY7aOUGHUXQd/qmg/tc5+pPjnKBbpyVkK+wEuItCGp+qo+u0QMijyPs4WYVRmQVgaLg8rHxlCr2e+knbbqbqVihxMPfLLd7+iz9JxSZOaVKd0ies+rvTjNLnHoHpvjw0OVTEhxhdNnMd1gaork72KnJE9QpF0RXt19Fnz3VGmlukhYXPtMnSH2zRTJQY626+9McQVcbsln/TxrdcpG/CxNJs/3Q35d0YUd4zGkc4Jud9v4vm3ww8PDcdewTgBqNrlxRKgFqToLEGszWCO7Jym/t4sLU2qbhnT21LnJ383C8irlGKHNUjV3TTooUmeKGq77LETINT75zW7cMPdXP49umRoy6PRH7yAtHnjlKexLDLrPtJPpFQaYXC9YesGV3m1ytmbN/mzVSVwOUAqFQt5gD2IF5b7vweF0K8O75eeSF8uUr5L9LfWgR/4cx/dpg6v6tFZuL6t0+lwFZul0nxnV32w6kqsM/V25T3/tqzJVTZFR95n6/chZE7G7beke43lu5KyIUfZHq7jCaRhAtYn1Zmw6J0Yo3WnawE3OFHVM8JyA5PoVuVstMdKmBAvyY9cezFYWOLWHWBAnZECSDE44cmYi0mb1WdJBpB2qblQWd7rIgVGz12D0a2uUY0FYqO+JWdutmldaaZApCkG03du2A9VdvnJgezi7FBm5nrq31jpZOMD7HemUoN89U+YnU+LPws3HsPx3b6mEakFY1YzWvpmiIZ0SdIOA00UO3YsSq06mKMRihslk8um6Etti1RmUEWmzoHeAAmyZmCn65sGh+HnqKCRE+hZEi7VYUTYrerb2XiBVOiV8cd9QrJ06Ct2SowB416ATM0UxYb7vozlr0kGRmOoNtvvs+51Z+MeSvTWahVc7YuC4wXDcmpi5NA2DXlqB4wGGnTaGnZkFuGbOemzJ8MzEuiuzAL2n/Yi3Vh48623RS+eLV5Xylbe2IFamDVTqminad7IIuSUO3eJkbReAWEOknbFY/l1sd6XTHdRcSXoZKe0SBEXlTqWNbasLHWubKUqItOHtm/srB8icYu8Br0f1QfJkdfb0q62ZePl/+/D0ot8w5OWVyCutRFFFFXYJtTbiCEHxf0uSJOzJKoTD6dJMlGjQfeZQ355cnTURt/X3vyrXugSbKSoqrzIMoFKEbqwurSIRXt219POBbDz77W4UVVShxOFUshmdEtXZDTmzkxDp7VbKLnFg74ki3PbBZnywzlPXaNd0n0UbnHDkoCjCZvHbdWTTKUDWs756gs4ql6RciOiNlrzqX+t8FizVOzbHVQ+XF4MgwPu5/LDrhPJ/3ClATYpcs3LDoHaqIfKdk7zdNnqF1v48+vlO5fcooftMO3ljleb/1Wox4YZB7Xye73RRhW43sDxEXwyK5KJlvUyR3tIhwRK7UcXes4Gp8UiMtKmCuTsv7oi3b+mv2sc920SrMlRVLjfCQi1oL2SY5O9mQWmVcmwz+o42V016niJRsJki+cs+tEsCRvdIVt1X4nBi57ECDO2SoPrnCmbJgZqSr5TfXHEQs6/vW+/PXxe3zNuIskoX/rJgK3ZNuxwbDuei0uXG5oy8wBvXM71MkZialq+mjQqtAwVF2tE2B04X442fDuChkV19rrq2Hc3Hde9swIAOsaoDgUwMlHYcy8fB095iS6db0m2j9kBZXuXyO0Qc8C5hoHofLrfq+XNKHMpVeLu4cM8Q7Uon3G7J72SFIrmNUXYrTCYTEiNtOJ5fjuwShxIw9UiJwg+7PDVFkiRhyte/qZ7j8y3HsGKvZ6bcL+67CEM6JyBdmJBP3B9fbT2Oqd/8hhsHtfebKXK5JdyzYAvWiPOuAGglZ4qE5/Q3b5AccAfdfeZwGgZo4lV956QIZRI+ee22EIsZtw9NBeDJ3sjZIDmQza2uKUqKtCE3yhP0zv35CFZp1n6zW82qQmuj74rc9RYRavU7943epIZ6juV599nx6gDYKAP18a9HDbeVxVUPl0+KsqkC185JEdiUrj7OBBq9JAekM6/tg2ev7IW8skqs3Hcatw7xzkkW7PvUsphNSkbM4XT7rDeorWMym0yYdGk3rD2Yg91ZhWgdY8fJwgoczS3TzXjKc5OFC/tRHoUaIXSpJUXZEGoxIzXB97gTiPwdCbGYUeVyKe3UEmuwHh7dFYmRNtUFWM+UKNWxQ+/YLBdaFzucsFVvy0xRIwmm60E8AZ7WWTn4mUW7MfGDTfhofXqNn1tWVun0+Uc5U1SBI9ni8Gnv82n70psC+SQhn7DkGqpAQ3zrwijTp1c/JNYayJ+f0RIM2pOiNijS7tvL3/gFS/ecwj9X+g6n/mSj52C//ViBquvW+1re266ZswFThRFzZQ6nT/eZJEk+QVFeSSUWbj7ms4ij0evIHFVu1WeQXezNZrWN9ZxUJMkzg7K/qQMKy6rwxk8HcOhMsfI5Rlef8OUryZwSh/I59mwdBZPJk/HI0qm1O5pTpiwd8N9dnuLTo7neTIK4f/7xv30AgC+2ZmpqitSf0eHsEp+ASGzn6SBHGMrHg/IaTHJ4wqDOJcRiUkbj3DiovU8txr6TRUpWs1WUTakhkfdZTrFcUxSqGnUkTrsAVHefCZmiSLsVayaPxOf3XaR6nJwpirJb/c5/FWymSCRPXBlqMaN3W8+Fw+ZnxuBvV/UEAJ+5wvbpDG6QJwnVjp5rF6c+6V/UOT7gQsbyZ202mxATHoJOiRH4y4jOqi6m2rxPwLNf9boJAXmZD/X/ktnkCRa/efBifPvQxXjs0m4AgP2ninVnQVdGn6m6z0zV93kDkNWTR2L15JE1yhR9fM9g9EiJwsf3DK5+Xu+2etdFYkZRzlKJ04R0re4ik+lN3yAGQHKXcExYiCrgau6aTVCkd1I9muspDAQ8dQOHhAOM3g6VD9qzf9wPQL+I15+ySif+8OoaTJizXnXiGfP6zxj92s/KCVy8MqqPou3cEv3+6rqSh9zKJ7uGeA0A+HBdOs6fthxr9nuuiiudbvx8IBtllU7VcF55P4iB5EtL9mHZnpOqE2eRTlAkXy1pgyKjYExv5It4xSuPKBPJr6VXf5VbWqn6/Kpcks9cNADwwuK9eHrRbty7YKtuuwD9leArXeruMzFwSY62KQfBUofT71DtF5fsxT9XHsS4f65VAjb5AKkXFLWKsivz3Xyzzbeo+VthgsmiCk8tkhgIFZZXYffxQoyctVq1b8Q2av//jhks/dCpeoh3sP9TldVrfsm1WBufHoOLuyT43cboue0hFnz6lyFYO3UUOidFqk5yALApPQ83vbcRgKc4un119uO/O0+gqKJKyRQlRNr8jtYJC7UgRii0DrWY0TExAhd1VrdbzpxH2Kz+u89qMCpLJhZxf/vQxdj7wli0irbjzos7IjHS5nOhIU5TIPtT3zYAfCefHHdBCrq2isTdwzph13OX4+N7hvidRwrwP/mmTG/yxmCEWsyICLWoJiCUT/AOp9un0FqeQTvUakb/DnHo1cbTvZx2qkj5fxKTNN7RZ973ILdVzEZHhFp8MnMf3zMYj2omZRSNOC8Jyyb9Af2r5zQSP6eHR3u2E7v6xKBJboPY5SZ/L+VBBKN7ekeiySxmE6I13X7R9hDMvW1gwP3YXDTboGjHsXxc9sYvuOpfa1FQVolr5qzHlf9aq9zv70q8osqNlxbvRe9pP+I/v2YYpsy1jmSXIqfEgT1ZRcoih+WVLuWgvvGIZ3FO8Ur5SE6p4TpKgKd+5LUf9yND008vyylxYMSrq/Hndzbo3r8q7TS+qF58dOORXHy5JdNvpkB8r/HVhXfylaF2CLQkSZj3yxElmJHNX5+O935Rr6HjzwuL98LllvDst3sAAG+uOIA7PtyMv323RzWipLjCM3O02H3kdEt44JPthoXW8olWXkZgw+FcvL3qYMCRR9oDe1mlE78dL1D+1uvCkm/TmwtJGxTJ70f72BXVhce7jnuDrtNFFbhk1mq8Xh2s63UJOapcquAhu9ihFFrHhYcqB8QSTcZKa91Bb+2INlOUFOX5PuQUVyoH+JiwEPyxj+cEpzebuNh1c+BUsU9AU1hehek//O53jStt4JiRq/5f+Mc1F+Cze4egU/WsxsHORVVZ3R0i/ztE2CyGXeXygV4bFN01rCNeuPp8tI8PR6TNqpzIwv2cqFtF2XHjhR3QLi4Mp4oq0Gf6j0pGNCEiFH3bx+KDOwbpbmu3mhFtt2JQahx6tY5Gm1j/XUsRAQqtbXVYmiXUaobV4h3dZrWYcX4b36HictnNyO5J6N8hFl89MFTJkCRFqouoO8SHY8Xjl+C58b0QEx6CEIv/0XNmU3D1QkZTF4gmXtQB/zdaPQw+JjwEJpMJPVp7syQ9Ujy/Vzp9J2/UZmC6toqE2eQ5Nhyq7i0YKEy8KP8vizVFcndhpM2KtVNHYdMzY3SXExpxXhIeu6xbwPcle2fiAKRE2/Hmjf3Qr30sdk+/HK9c10e5v7/OhJChFjMu7BiHnq2jMbD64mfRQ8Owe/rlSu2bljgQwGTyXFRd2DEevz41Jui2NmXNp6bIqS66fuCTbah0ulHpdGPuL0eU4ZsybfeZNnP0fnVh43Pf/677elUut08qUzwpbTySi46JEargSy5AFFeDliTP8OmLuyQC8GQg3lp5CM9c2RMdEsJxz4It2H6sAL8dL8SCuwf7tGPnsQKUVbqQdqoYWQXlSlcJ4Jmx9+75nozDpvQ8ZXhyrzbRuKCt/iiFI9neE46cGj5hkClafyhX6fLImHkVAPkktxcAMKFfWyRE2mq80OmcNZ6ASjucuriiChaDk5Y4Kd6hMyU4lluGDgnhSmDQIT4ce08WobjCidk/HoDNasG9f+hsWDh7oqAc/9t9Ehd1TkB8RCh2Zhb4ndMHgPJaZ/SCIp1s3sLNx7Dg1wy/zwl46s+O5pbhX6sO4bHLuiFPp/tMmynKFmqKYsNDEGmzoqjCiZIKp9/uFHFXyYFhdJg6U5RVUKZkcqLDQjCudwqm//B7wBmID2eX4FC25/8wKcpWHbhVIcVgdJGsuKIKpwor8OjnOzCoY5xPUDi0cwI6J0XqdtP4bU9OKd4RFsAMD7Ua1lu1jglDUUWxzySVtw7pgK6tonwer80UiUocToSFWvDa9X1xY3X2CPBkZuVRUmN6JiMi1OIzzNwWYoHJZMJXDwyFJKkXs01NCFcuxmSRoVYU1CFT1DY2TLdbFNAv+vU34eCYnsm47aJU1W3JwpQCUXar7qgqf7M9R9isQa0/GMxcOT1SojHxolR8viVT+R+Or+6q7JESjfWHPBe1PVtHY8Nhz+/aCwxtUG0PsaBzUiQOnSnB5upaKTFAk7PPYlAkFpbr1S4aCTShfp92sdj4jDcw0Y5u654Shc/vu0jVPpPJhC/uGwqTyZsF80wXYFwnFBseqnwPI23e/6lgaxmbumaTKRK7WbZm5KuCnnfW+GYttLU8NZ1nRe9qWxx9tCk9D6vSTuPzLZnKbZ9sPIrPNx9TZgWWiYtLPvzZDiz7/RSue3cD1uw/o9Rj/Hwgu7oPWx28iRkNeYSI7LQQkIkBhtGkaLsyC3D1v9crfxdUD6uU59YocThVo/YOnfG+Dzn7JM7kKg/h9TfkWewKCnSALq5wGi4SKWYP1h7MwajX1uD7nVnKCVRboCgXcxpN3FdR5cZDn27HQ59uA6Cett9IflkV3G7JZ4I+APj9RBFmLk1T3fbPlQchScCEfm2UIdoi+bM+I3yX9ZZEAPzXFMWEhSiz8pY6jIeVA9A9wchZJjkokj87k8lzIm8VZVfVuRhxuiWlFqhPW+88PoGGxB/OLsVV/1qLTel5+Pfqwz6jm+T26Y3W8efv3+3B2urMmM1qhsVsMlwTSg7ctAFCtMHJwV+m6I/V0xsM6ZyA9U+NNnycXoAhB00mk8nnJLPk/0bguT/2Ut0WaVBTJM8nE2gR4i5+ggm9DJQ4gknOqMgm9Gvj8/gR3bzz3hiVKWgnNhQF03UGQBky7k/36vaK36NYJSjyzRQB8Jl3SC/TKD9e7imQLzJEYjYs0Gg7I/WxQPpFnRN8Xt9sNtVo4WtxHq2WVmQNNNGg6I6LU31uO1PsQH6pp5ts4gebAHj6rY3+oc5oMkXaobtjz0/2OypMr75GDIq+3ZGFu+dvVQVkOSWVeGrRbnyxNdNwO3mIfnaxA//VzIr6n18z0Of5H/HGT94iYHECy/WHcrDxSC52ZRZgc3oevtiifh3l9YRApMThxNaMPGTklOKOjzarHlda6VJ19Xlu019CQf48xLotz/Zl2H4sH7uPF+Lrbcd9uu7k+UkATxeTvyHzxRVO5SQ2rKt6AjNt96LLLeGxL3Yqa3x10AQd8mLCehMhijYeyatum+dz9ncSOZ5fhmvf2YAHPtnu9znFNgLAM1f21D145FS/prgw66q0M7oHv0qXOigqq3QJc7/YlWLUD9alY+ybvxi2SX6fsvBQi3L1Lp/w5KvAi7skKCfmQIWU8iRvP+31dA9e0DZGqa3QZnFlUTYrzCbPd1xcCX6zZnSSHPDJQ6drQz5OyIWxohCLSXcOF8D3altmlCl69c99cHU/70zAYmZXe4LVm+/GX1dRpGYeGcC3++z8NtEY06MVFlYXZgcatdslyfgErRdsiYFctD0E9/+hMwDglet6635WbQN0/wH68yHJtAXtRoJZf6tbdcZPHEIuf6/Fz7Vrq0gl+60d9KAXO8gzRcufdUp0mM/s0WK9TW2DIu0xrrGIF0hGFw3NWZMMitrrfMHf++UI+r/4E3ZUZ1YA4JJuSUr0r3VaU1MkByN928firZv741839/f75dQNivwsW6BncPUIDPGA30WYW2NRdZFq+3jP+335f2koq3Thn8J8QeIoqP/uOoGb3tuIq/+9HjfM/RVvrtCfV2jvySKsrq4DmvT5Tvz53V/xx7fWKZmFvsJQ9L2aRVTl971y32nsEmtsqtcuOqwZLQN4uqLu/GgzJn+1Cws3qwO1g0JQVFhehWe+3a3bZsDTjbI6zdPuGwa1x89TRioZFm03A+CpZZAzUeIq2oA3U1imM/JIvNIBPIXTcvfc2AuM1xw6XeTQLSr1p0+7GLSKtuse+E8UVCC72KHM4QJAqbvS0s7tA3gyM/YQM7olRyrDuFemndHbXKE9SYoHtUQhMOicGIF/3dRf+dtfUJQQEaos/ilnqbq2ivQ5YE4f30t1Em4VbdPt5nVWB5M3D26P/xvdVbnKjqxhpkgkP0ff9rHY8/xYVQGrZxFW9fsb0ike/7ypn+EJ26gOZmyvFJ/u5HHV3yntiVI3UxSgYFh7ERhps6guHvq0i8UHd16IHimek3yg6QjEuX60S5noZXbF70iU3YrJY7vjlymjcOOFHXweK5t3u6d+ShxCL4rwU1MUbFAUTNeNXMAufi/lyQjFfdMpMQL26vfuW1Pk+zraEXVtYu349y0DEBceomT2xMklaxoUffqXIbhrWEfcM7xTjbZrKOJn1RIzRU2ypijYf4SLuyZg27F8VaAkKyirwg+7TmB0j1aIsFmVLqzz20RjfPXIiM6aL2diZKhyctRbd0kutL26Xxs4qtxYJsyKCniuij79yxAczy+HBAm/HS/E5ow8VTClXbQz1GLGQyO74ulF6mAhM8+zGve2o961lYJNn87fkIH5GzLw+g19lcJe+YT6wR2DMKZnMvq98CMKyqqwRzPKqqTCiR8yTuCRhTs0770SHRLCVd1nsq0Z+Urg9+aKA7jxwvbKieG34+rnN1r2AfAMa91/uhhmkyfgjQ0PRcfECL9FuoA8EiRWdVt6TikkSdKdbqFzUqTqc03PKUVOdY1B77YxePCSLnhr1UGsSjsTsM4okNE9PCM49Oomft6fjTdW+E4NoKfS6db9TvZuGwOrxYz4iNpNtS92JfRsE41WUTa0iQ3DvNsHIUHIZMT76T5LirKhe7L6hN+zdRRiwkKUzGC03Yo7h3XClqP5ShAYYbOif/tY5TsSZbMq2ZTY8BC8fE1vVVrfYjbp1uEEQwxutLNAa5fWAIBbhnRQZXy09EbaWM0m3a6T12/oh27Jh5XjjkwvKPKXNdG7P8JmVV1ohWomovW37hugvkDolhKlmpJAt6ZI+E5E2q0IsZgDZjAu65WMdU+OMqxH8t99Vj8jmsRjvSpTVP29todY8M2DF6PS6UZseCjCbVble2YyeY+9erGXNkvVNi4M3VOisP3vlynfX7HrsCZ1RAAwrGsihnVNrNE2DUmebgHQ7yps7ppkpkj8JzdyTf+2aB0T5pNOFj2ycAeGzliJo7mlSveZ+AUWq+gjbVZsefZSZR0obaob8GaKeraOxru3DVQVFU69ojvWTh2FjokRGH5eIkacl6RcfeYJK0Tnaea/6ZwUofsexv1zrerEXRuPf7nL5zb5il5u2++aTFGxw6lMPCmSuwAP6WSKvt/lrWc6U+xQ+tb3nihSDdkOZM0BTz1K73axSl9/gsHJXrwa75kS5TPNf1mlC6eKKnTrWbSjDfefKkZOqXcZhgvaxmDubYPwyGj1cNgouxWDO8UjkLaxYWgbG4Zr+rfF7UM7AtDPLCza4V0E9wphVey1U0fhnzf1Uz1WnNFavKLvVz13TqJB908gYlAUbQ/B+qdG49uHLvY5gcX7ef7kaDu6CRnbUKsZHRMilKtwwHs1Lc5bEx5qwYBU74iYPwk1KYNS43XrHMQTmhjY6K3oLtIOtBCzIDarehZpwH/xr6ftvq8XWz2Ls1ZYqAWPXdbNJ1Ok990ONNJK265Im1WZdRzwDWSMMkWJkaG4dUgH1eO1WXe9miLxe1GTGq92ceGGw+b9dp8FmMNI9Fp1OcRT43oot6UmhOPL+4fi24eGKbepaoqEc8DA1DgMrZ6yQTxPiIGgfqZIExRVdxmK3wVxmZi6zFrdFPQRehryS43LIZqrJhnmnRegaG7XtMuVtF2v1v4fW1ThxOLfTiqrp2u7WWQlDidMJpPyT6ifKfKcOOWri85iV0CU3SeFK3c5yCtkV1S5lKuPu4Z1xEfrMzDxolTdtX1qM2dQ33YxqqHeWrHhIcpoEPnz0wZFB08X6640X1BWhVKHU3f2Wm2XzI5j+ejXPhaPfr4DTreEcRek4LfjhUoRa/qMK3HzvI1KPc+QTvHYlJ6nBFziPjU62V/Vu7Uy79T5BiPtDp8p1c8UJUbigDAb9YHTxUqmSKwtEa9g/3lTP1zaMxmbM/J8al7axNgRYjXjgrYxWLXvDBbcfaHPiCW9tZnk2p27hnXEc3/shf/uOoFeraPRPj7cZ79UOt1KoH7dwHZ4a9UhAFC6SfS6t6LtVp/h7lragNzogJ0QoPusu/A/2y42DFaLWZVal08csWHe5xndoxXG92mD4/nl6N8hVtWVe1Fn/eCzU2KEMpAgNT5cmfywTWwY9p/Wr10CfJdoEU/49hCzT/dZ4AkFffenNksTiF7QEaj7TBtAtIqyK93vAKDNa6qWl7CalTrBzc9cCrPZhFVp3rXp2seFIzHSppqnSEusg6rt3EBa/oKEYAutAc//xWXnJyPaHqIMejiaW+ZzISN2nxllQDsmRCg9EK1j7MpoNb1uuhTNdAB6oy1HdW+F6eN7KROANmfisexonv5UMs1ZkwyK/P2T3HlxR9XBtnuK96A++/q+sJpNSE0Ix56sQlS5JLyweC+W/HZSOWAOSI31+9ryVYReUJJX3X0mXwGLGS3tzK2A90SVX+ZZF+nH6u62EIsJz/2xFyZd2k15L3HhIbpz48gGdIhVRqoZ6R0gKAqvHu4rvx7gewX9y4Ec3W66vNJK/LDrBNyS5/3rzaWTEm3HqaIK7MwsxCvL0nDwTAlaRdnwwtUXYGdmAab/93fMur4PTCaTqoh7SOcE1dT/YkBhVAB7Wa9kJSjqaVBXtmLfad2U/d/H90KI1Qyr2YRvd2Rh3cEcZdkE8apQPAElRdkQYbOib7tYn+ebdFk33DCoPQDP56l3Mgm1eg+mCRGhqjqztrFhMJlMqu4a8fGAJ1MkB+pdW0ViQr822H6sAJf29CxloxcU9esQh18O+M4MDQDPXNkDXZIicYkwOsgff6PPbCFmVVebnMUTr8jllc7luVAu7BiHe4Z3htlswl9HeeaOEbsYhnTSn2SxW3KUMlw6NcEbFLWN8x8UaUc+iUXEXZIifbrPwkL9X83rBU2WGgZFeoe5QPMKaTNF7ePDVMXM2iH7z//pAjz82XY8PLorQi1m3PfxNlw7oK1ychePtXHhoejaKsIbFOk0UDz21tci0v6WWQq2lEImBzxPjeuBmUvTcOfFHX0fI3T5aPe7rKNwoZoSY1eOq3ot1U4zoBcsmkwm3DmsadQE1YcpY7tj1vL9eHpcz8ZuSr2rU1BUXFyM1157Dd988w3S09NhsVjQrVs33HTTTXjkkUcQGlr7qb87JUb4DM19//ZBuLSXej2zSJsVf7uqJ/LLKvHngd7ZO/t3iMOx3DK8sHivkvloHx/mMyHV7UNT8Z9fjyrDaOUrE70h+fJIBLnbTcwU6Z2846vX/0nPKcW4f/6CzLzy6ts9aXbxABMXHuo3KBraJUE3KEpNCMf9f+iCzPwyDO+aiE82qifYG9Y1QZl/QzxxabsL5CvEfad8s0SAp3B5XfWUAA9e0gWLfzuJ3BIHzhQ7lMLY24amYtby/dhxLB87qpvxynV9kBRlw2W9knGZsO/Eof/xmgOTOOeIeGVqMgFtYsJQUFapBAOANzB+9bo+nmL0we3x8Gc78PW247heZ/HGtrFheOvm/jhTVIFle06pAknx9cSrbPkkGB8RirHnJyMjp8wbaAuTohlNpCeOuntxwgV46FPvCDa9ETraC4NKp1upR4uyW/GmUAStbbfMaIV1i9mEe0d0rtEwXKPgFPA9ecoT/IldN/LJaVjXBPz02B/QMTHCpyBZ7F7qaZABFrt4OsR7///E7gnZX0d1wb9X608yKu6ngalxOt1n/g+NenUwIeaadYtoZ6kGAnefaTOOKdF21X7UTnzZtVUklk36g/L3z1NGqo6BqqAoIgRdW0UqGVxtYA6oMyXBrkcZSGKU8XerpkGR7IFLumBIp3jdofpipijOIAPaMdFb99M6xvv/GUz3+bngoZFdcP2gdoYTPDZntQ6Kjh49ipEjRyIjIwMAEB4eDofDga1bt2Lr1q349NNPsXLlSsTF+c6iGYxr+rfF6z+pi1DbGgy7/MuIzrq3d0gIR+fECGXY9gCdGT2fubInLu6SiGFdPQcoeYSL9spyZ2aBchUmXzW3Ef5Z9IrnxOJXOSDS3i6zBrjK7N/et+0vXH0+Jg5JVQ5UYvdDYqQNT4/rgT/1a4Nvd2Rh9vL9mHldb+X+WE0g0iMlCusOOVSTO4rm/nIEgOdk8ueB7XDP8E5wS57Vrn/47QTax4XjrmEd8cZPB5QsSJTNiuHn6RcIPnNlT/zlP1vxzJU9fa5+zxOKdsVA7pJuSfj3LQMAeLI4H915ITLzvenxGy5sjxsubA+3W0LnxAM4klOKj9ZnqJ57hNCeVtF23PuHzviXMNpPzLiIJ0ZxCPbc2wZBkiScKXbgTJHDp1ZEz50Xd8KerCI8c2VPpQ5IpjdrsTYz43C6lEyRXp2FXqbIaCb1aHtwE+IFen6Z/D/zxX0X4bPNxzD9T+cDAG67KBW7Mgvw/NUXKCcWk8lk2D3eJSkSH9wxCImRNt1J/gD1fDTi3FTizMnX9m+Le//QGT1SooIKigZ1jENqQjjMJu/szP6KfwH9bHZNJzHt0y4WC++9CIt/O4FPN3muIvS6WY1ew2TyZikeGtkFc9YcxpSx3f1un6rpqvfJFKmKts/Osg2toux4d+IAON0SHv5MPcCjLoXWejM4A+oMplEGVPycWsfYsWbySOzIzMfVfY2L788lJpOpRQZEQC2DIpfLhfHjxyMjIwOtW7fGf/7zH1x66aVwu9346quvcO+992LHjh249dZb8b///a9WDXtoZBfYrGacKXbgg+rZp42CIn+mjO2OB6uvygem+v6T2EMsuEIYhh1ZPRfKP1ceRM/WURjTMxlTvtqF74Q5heSUq9lswq9Pj4ajyq07X4PRcEW9+gy9wk6xRugP3ZIwuGM8fj9RqNQltY0NU125yStTA8DgTnG4rjpzdsOg9kr3jkzMLNhDzKq6BACYfHk3fLg+QzX5YpTdin/e1E8VqFw3sJ3yOoCnvmdX9bD1i7smGHaFDumcgN+mXQ6TyeSz1pfYRy9+VtqFOEf18F2bB/DslwdHdlGt6H7nxR2RmhCOCZoRRXde3FEVFIknS/HEqK3lMJlMSI62B7W8AOC5wvxl6igAnokw7SFm5UpbLyi6oG0MHhzZBXarBW+sOIAql6TUB+kNTdfL5BSWVaF/h1jsOFaAbsneOip/s9UaMQqK2saG4a7qboEhnRMwRMh+jOmZrBqBE4wxPZP93t9NCJjFepNKlzcrVV7lUmql/nP3YNz/8Ta8NOEC1fOIk3Ve0DYGNqsF3ZKjlDmVAgVFemoaFAGeDLA4SWqgAm+R+D88ZWx33D28k27G0B9xXq74iFDVZI5GWc8pY7tj/oYMPKJZMqMurrigte46hbXNFAVLe3EoEydbjQkLQcfECHT0M5RezkpqZ/Sm5qdWZfDz58/H7t2eIeTffPMNLr30Us+Tmc248cYbMXfuXADA0qVLsXLlylo1zGox4/5LuqhqdWozUdS43q3x0V0X4tYhHXDtAN+uFC3xyuSBT7bjvV+OqAIiQB3stI4JM/xnMTpI6l0NPjf+fJ+JA8XuplCrGV8+MBSf/GWI6rVF4lVPoFEbY4TF/sJDrT4nyj7tYrHpmTF440bvBJeX9UzG6B7+T1p/v8rbxzyqu37QIpNPlvERobi7+sTat12M6iSamhCOaLsV0XZrwBOm6NoB7VQz0w7uFI+7hnXySZfHR4QaFnOKI5RqMgomEJNJPY2+URHzk1f0wP2XeLOgcq2H3iSGeiOZCsur8P7tg/C3q3ris3u9q6wHu3aYSC8oev5P52Pdk6P8nohrmpEKRPzcxBFxpQ7vCVXsqvxDtyTseX6sKnAHoAxx7pQYodSA9BKKzgMNjddzh079SjDChO9WoEyRKEG1BpWpxgERoF5TMjY8RFUnaXT8+uuortj8zBifrFNd2axmDO+aqBpd2RBBkUvoujf6vMXu1Ogg5uJ5dEw3LLz3Ijx7VcursTnX1Oobt2DBAgDAqFGjMHToUJ/7b7rpJjz77LNIT0/Hf/7zH4wZU/uF4gZVz4ngb9HDQEZ1bxXwBC3TZjZmLfcs0vmHbkn45UA2EiJCDVP7/p/XpMx5o12CBPBksXZPH4sXFv+uTIB4/yVdcLKwQtWPLWYmtKMcxH9wW4DahB5CgXpeaaVPYNAuLgwhFrPq4HBRgBXGAc/++vL+ofj5wBlcMyD4VPMzV/ZA56QIDNH02UfZQ/DT45cgxGKu0XfAYjZhzq0DsGh7Fi7pnqSaW0Nr2vhemPL1b7hUsyq0eEKvzUnSn4hQC+QSaH8Tz9lDLOieHKXUL1nM+rMv67Vv2vheSIi0+XQv643IC0QvKAqxmOs96AnGZ/cOwY5jBbjkPG+RuFgDqO021Du592oTjZ8e+wOShf8hsV4p0Ogz0fCuiXjssvN0u7iDIV4MBbP4qaw2QZCW6phhtaB1jB1DOsWjvMrld8RhQ+x3k8mEj+8ZjIKyKvR/8Sef9tWX0T1aITzUohparucf11yAbUfzcXmvwBdjoVazMpyfmrcaB0VlZWVYv96zfta4ceN0H2MymXDFFVfgnXfewY8//linBg5MjcPXDww9a1Oc683ielHneCy460L8uPd00N0lWv07xClDubVdVbKwUItq5EKIxYx/XNNb9ZjWMXZM6NcGoVbfCedEgYb2AsDMa3vjqUW78dil3XzmHJG7dMKFg9JQncJQPYM7xde4INFqMWOiQeq5tp9556RITA5QYwEA1w9qj46JET6TeYqxb6B122qqW3JUwEkpZQM7xilB0cAOcQGvnod1TcDc2wb5BLo9W0dj38miWnUN1dfw6/pwcZdEZYFlmTi1QM8U47nLRNrapguF72xNusJiwkIwMLX2BbjiawXzfytrHWCh3WD0aReDh0d1VWZZNplM+Lx6iZDGCHhNJpMqEAppgEVGY8NDsfVvlwb8Tt86JBW3DmF32LmmxkHRvn374HZ7aiEuuOACw8fJ9506dQp5eXmIj6/9QWOQn6v8+nb9oPbYe7IIB06XKEs6TL68O0wmE8YKE+wF68UJF+DDdemY9ec+yC+rwofr0vGkMLmY1gOXdMHag9m4ebD+lPgmk8ln5JFoUGocth7Nx591Rl1p3TS4Ay7qnIC2cWH4TphkMcTiPTD1aB2NKJsV7ePDazwTa3Oil0nq2y4WAzrEIjUhot5PENP/dD6KKqpw58WBh+le2DEOn1UX4l7SPbgh9HpdgnMnDsTzP/yO+y/pUrPGVls9eSQKy6swQVhUuLEtmzQC6w7mYOJFqRhxXiK+2Z6FBy7pHHhDHQM6xGHa+F4B13mTTbr0PHy0PiOowNsfMVMUzHIVU8Z2xxdbMuv8uoDneKJ9nsYIhkTiBUhtsvLBqEkmkM4tNf5mnDjhra9p29a4e0S878SJE3UKis6mCJsVr/65Lw6cLsYf/7UOI7sn1Skou+2iVKX4LjUB+NfNxgEN4OkSW/nEyFq/3id/GYK80krd4l09cj3USKF7sbcwGWJMWAjWPTW6Rmn9lsJqMWORMBNufWoTG4bP7/PtetYzSMhCjDAYzQd4Ruf9fCDbMNDqkBCOD+68sGYNFWjXbAo2eGhIPVKila7g85KjVLMZ18ZdNZhLZtKl3fB/o88LKpDxp6YXG38d1VWZ26klEj/PQKNyiepbjYOi4mLvSInwcON/ZvE+cRuRw+GAw+Et+iws9Iy0KirSnyvnbEoJA1Y8ciEibNYm0Z6aiDQDRUU1m37dBuCnv16ID9enY0yPZNV7NgFwVAE1L8+l+hBtkXBzv0RUVLnQIdJk+H2cdfV5OJ7fFl2S7A36nX3pys7Yk1WIi9qFNbv/jaaoQ5QJ08Z2ROtYfp6yaHMlCsqd6BJj5mfSTMj7SQp2kc4mqlFziDNmzMDzzz/vc3v79u11Hk1ny8zGbgAZerOxGyB4pbEbQC1e6puN3QKqqdzcXMTE+C9ib8pqHBRFRXmLE8vKjAtFxfvEbURPP/00Hn/8ceVvt9uNvLw8JCQkNHq/NjW8oqIitG/fHpmZmYiODq44lpov7u9zC/f3uaWwsBAdOnRoNqUyRmocFLVp413JOisrC3369NF9XFaWt3BX3EZks9lgs6mHlcbGxta0SdTMRUdH86B5DuH+Prdwf59bzDVc7qapqXHre/bsqbzpPXv2GD5Ovi8lJaXZR45ERETU8tU4KAoPD8ewYZ4ROcuWLdN9jCRJWL58OQDg8ssvr0PziIiIiM6OWuW57rjjDgDA6tWrsWnTJp/7v/rqKxw54llA9Pbbb69D86gls9lsmDZtmk8XKrVM3N/nFu7vc0tL2d8mqRbj55xOJwYMGIDdu3ejbdu2WLBgAcaMGQO3241vvvkGf/nLX1BUVIRx48bVekFYIiIiorOpVkERAGRkZGDUqFHIyMgA4OlWc7vdqKjwrOvVv39/rFy5EnFxtVsPiIiIiOhsqnVQBHgmZZw9ezYWLVqE9PR0mM1mdOvWDTfffDMeeeQRhIY2/oy3RERERMGoU1BERERE1FI07wkFqEbKysqwdOlSvPTSS7j22muRmpoKk8kEk8mE6dOnB/Ucp0+fxhNPPIHu3bsjLCwM8fHxGDFiBN5///2gpnc/fPgw7r//fnTq1Al2ux2tWrXC2LFj8c033wT1+tu3b8fEiRPRrl072Gw2tG7dGtdccw1WrVoV1ParV6/GNddcg9atW8Nms6Fdu3aYOHEitm/fHtT2zUlubi4++ugjTJw4Eb169UJERITynidMmIBvv/024HNwfzcf27dvx/PPP48//elP6NGjBxISEhASEoKEhAQMGzYM//jHP5CXl+f3Obi/m7eZM2cqx/RAEyBzXxuQ6JyxevVqCYDuz7Rp0wJuv3XrVikhIUHZJjIyUrJarcrfl19+uVRRUWG4/ZIlS6Tw8HDl8dHR0ZLZbFb+vuuuuyS32224/bx581SvFxMTI5lMpqDfw7Rp05THmkwmKSYmRvnbarVK8+bNC/gZNCfiZwVAstvtUkREhOq2cePGSaWlpbrbc383L3/961999ndUVJTqtsTERGnDhg2623N/N29paWmS3W5X7W8j3NfGGBSdQ1avXi3FxcVJY8aMkaZMmSItXLhQSklJCepLWFBQoDy2R48e0pYtWyRJkiSHwyG9/fbbUkhIiARAevDBB3W3P3LkiHJCHjZsmLR//35JkiSpuLhYeu6555Qv9CuvvKK7/YYNGySLxSIBkCZMmCBlZmZKkiRJOTk50v33369s/8UXX+hu/8UXXyiPuf/++6WcnBxJkiQpMzNTmjBhggRAslgshieM5giANHjwYGnOnDnS4cOHldvT09Ole+65R/k8Jk6c6LMt93fzs2DBAmnWrFnSr7/+KuXn5yu3FxcXS/Pnz5eSkpIkAFKrVq2kgoIC1bbc382by+WShg0bJgGQhg4d6jco4r72j0HROcTpdPrclpqaGlRQ9Le//U0CIIWFhUlHjhzxuf/ll19WvozyP4lo4sSJEgApJSVFdcCW3XfffcoVR15ens/9w4cPlwBIvXv3liorK33uHzt2rARASk1N9XmfTqdTeZ9jx4712dbhcEi9e/eWAEjDhw/39zE0K6tWrfJ7v3gAOnbsmOo+7u+WZ/ny5cr+/uSTT1T3cX83b2+++aYEQLr11ltVWRQ93Nf+MSg6xwUbFHXo0EFJi+opLi6WIiMjJQDSc889p7qvpKRECgsLkwBIzz//vO726enpyj/yhx9+qLrv8OHDyn0LFizQ3X7NmjXKY7TBwMqVK5X7fv75Z93t58+frzxGzKq0ZJs3b1be86JFi1T3cX+3PIWFhcp7njlzpuo+7u/mS87cJCQkSGfOnAkYFHFf+8dCawpo//79OHbsGABg3Lhxuo+JjIzEiBEjAAA//vij6r5169ahvLzc7/YdO3ZEz549dbf/6aeflN+vuOIK3e2HDx+OqKgov9tHRUUpS9Roie0SX68ls9vtyu8ul0v5nfu7ZVq7dq3ye5cuXZTfub+bt3vvvRelpaV4/fXXkZSU5Pex3NeBMSiigMSFfy+44ALDx8n37d2713D7888/P+D2v//+u+72rVq1QqtWrXS3tVgs6NGjh9/te/bsCYvFort9q1atlAOKdvuWas2aNcrvvXv3Vn7n/m45HA4HMjIy8Pbbb+O2224DAHTt2hXjx49XHsP93XzNmzcPK1euxKWXXhrUklrc14ExKKKATpw4ofzetm1bw8fJ9xUVFaGkpMRn+7i4OISHhwfcXnw98W9/r92Q27dEBQUFmDFjBgBgxIgR6N69u3If93fzZ7fbYTKZYLfb0alTJzzyyCPIz8/HsGHDsHLlStX6VNzfzVNWVhamTJmCsLAwzJ07N6htuK8DY1BEARUXFyu/+/tHEO8Tt5F/97eteL+4bVPYvqVxu9247bbbcPLkSdhsNrz11luq+7m/m7+UlBQkJycjIiJCuW3UqFF488030aFDB9Vjub+bp/vvvx+FhYWYPn06OnfuHNQ23NeBMSgiOsc8+uijWLx4MQBgzpw56Nu3byO3iOpbRkYGTp06hZKSEpw+fRqzZ8/Gzp07MXjwYDz33HON3Tyqo08++QRLlixBv3798Pjjjzd2c1oUBkUUkFz0BnhmxTYi3iduI//ub1vxfnHbprB9SzJ58mS8/fbbAIA33ngDd999t89juL9bllatWuGJJ57AsmXLYDKZ8OKLLypBMcD93dycOXMGkyZNgsViwbx582C1WoPelvs6MAZFFFCbNm2U37OysgwfJ98XHR2NyMhIn+3z8/P9fpnl7cXXE//299oNuX1LMXXqVLz22msAgFmzZmHSpEm6j+P+bpkGDx6M4cOHAwDee+895Xbu7+blySefRG5uLu677z706NEDJSUlqp/KykrlsdrbuK8DY1BEAYmjFMTRB1ryfb169TLc3t9oAHl77agGefszZ84gOztbd1uXy4W0tDS/2+/bt0819FwkPre/URXN1ZQpUzBr1iwAwKuvvorJkycbPpb7u+WSC1APHTqk3Mb93bykp6cDAN555x1ERUX5/MgDKAAot02dOhUA93UwGBRRQN27d1eKM5ctW6b7mNLSUmUelMsvv1x13/DhwxEWFuZ3+6NHj2Lfvn2621922WXK70bbr1+/XimqM9q+uLgYGzZs0N1efF7x9VqCyZMnY/bs2QA8AdGUKVP8Pp77u+U6cuQIAHW3Avf3uYP7Ogg1nu6RWpSaLvMRHh4upaen+9z/yiuvBDU1fOvWrX3WXZIkSXrwwQclAFJUVJTfqeH79u2rOzX8uHHjgpoa/sorr/TZtrKyUurTp0+LXAbgiSeeUGZ3nT17dtDbcX83L06n0+8CnJIkSStWrFAW3Zw6darqPu7vliPYZT64r/UxKDrH5OXlSdnZ2cpP+/btJQDSlClTVLcXFxerthMXEezVq5e0detWSZI8a83MmTNHCg0NlYDgFhEcMWKEdODAAUmSPNPGP//888rBOphFBK+99lrp+PHjkiRJUm5urvJPCAS3iOCDDz4o5ebmSpIkScePH5euvfZa5SDQkhaMnDp1qvKeX3/99Rpty/3dvKSnp0t9+/aV3n33Xenw4cOqAOnYsWPSjBkzlP0RHx8vnTx5UrU993fLESgo4r72j0HROUaOsgP93HHHHT7bbt26VUpISFAeExUVpayoDEC6/PLLpYqKCsPXXrJkiRQeHq48PiYmRvnnACDdeeedfq92582bJ1mtVuXxsbGxyj9gMNku8WBhMpmk2NhY5W+r1SrNmzcv2I+xyTt69Kjy3sxms5ScnOz3Z9asWT7Pwf3dfIjrTQGQQkNDpcTEROXkJf906tRJ2r59u+5zcH+3DIGCIknivvaHQdE5pi5BkSRJ0qlTp6THHntMOu+88yS73S7FxsZKw4cPl+bNmye5XK6Ar3/o0CHp3nvvlTp27CiFhoZKCQkJ0mWXXSZ9/fXXQbV/27Zt0i233CK1bdtWCg0NlZKTk6UJEyZIK1euDGr7lStXShMmTJCSk5Ol0NBQqW3bttItt9yiXC21FNqTZKAfo4MQ93fz4HA4pC+//FJ66KGHpIEDB0pt2rSRQkNDpbCwMKlDhw7S+PHjpffff18qKyvz+zzc381fMEGRJHFfGzFJkiSBiIiI6BzH0WdEREREYFBEREREBIBBEREREREABkVEREREABgUEREREQFgUEREREQEgEEREREREQAGRUREREQAGBQRERERAWBQRERERASAQRFRi+dyufD666+jf//+iIiIgMlkgslkwnfffdfYTSMialKsjd0AImpYkyZNwttvvw0ACA0NRXJyMgDAbrc3ZrOIiJocLghL1IIVFxcjISEBVVVVePXVVzF58mSYTKbGbhYRUZPEoIioBduyZQsGDx4MwBMgRUZGNnKLiIiaLtYUEbVgZWVlyu8MiIiI/GNQRNQCzZ8/HyaTCSNHjlRukwusxds7duwIk8mE+fPno6SkBM899xx69+6NqKgomEwmZGRkqJ53x44duPvuu9GlSxeEh4cjMjISffv2xd/+9jfk5OT4bdPGjRsxYcIEJCYmIiwsDN27d8ezzz6LkpISpb0dO3as0/t2OBzo378/TCYTBg8ejKqqKt3H3XjjjTCZTGjTpk3AdhPRuYNBEVELFBYWhuTkZMTFxSm3JScnKz/x8fGqx+fm5mLgwIF48cUXceDAAVitvmMwpk2bhoEDB+Kjjz7CkSNHYDKZUFVVhd9++w3/+Mc/0KdPH+zYsUO3PR9++CGGDRuG77//Hrm5ubDZbMjIyMDLL7+MCy+8EPn5+fXyvm02Gz7//HNERERgy5YteOaZZ3we8/777+PLL7+E2WzGxx9/jMTExHp5bSJqASQiarFWr14tAZCM/tVTU1MlAFJkZKSUkpIiLVq0SKqsrJQkSZIyMzOl0tJSSZIk6Y033pAASFFRUdKMGTOkkydPSpIkSU6nU9q6das0evRoCYDUrl07qbi4WPUa27Ztk6xWqwRAGjlypLRv3z5JkiSpsrJSWrhwoRQbGyvFxsZKAKTU1NR6ed8ffPCBBEAymUzS8uXLldv37dsnhYeHSwCkp556ql5ei4haDgZFRC1YsEGRxWKRtm/frvuY7OxsKTw8XDKZTNKKFSt0H1NVVSUNHDhQAiC98cYbqvvGjRsnAZC6desmlZWV+Wy7bNkypY31FRRJkiTddNNNEgApOTlZOn36tFRRUSH17dtXAiANHjxYCf6IiGTsPiMiXHHFFejfv7/ufZ9++inKysowaNAgjBkzRvcxVqsVN998MwBg+fLlyu0FBQXK31OmTEFYWJjPtmPHjsXQoUPr+hZ8zJ07F506dcLp06dxxx13YPLkydi1axeioqKwcOFChISE1PtrElHzxskbiQjDhg0zvG/dunUAgD179iAlJcXwceXl5QCAo0ePKrdt374dbrcbADB69GjDbUePHo1ff/21Rm0OJDo6GgsXLsTw4cOxbNky5fZ33nkHnTt3rtfXIqKWgUEREaFVq1aG9504cQKAJ+iRAx9/xGkAzpw5o/zetm1bw23atWsXTDNrbMiQIXj00Ufx2muvAfCMOrv11lsb5LWIqPlj9xkRwWKxGN7ncrkAAA888AAkTx2i3x/tMP7GVFBQgK+++kr5e/v27SgpKWnEFhFRU8agiIj8krvMdu/eXeNtxQxUVlaW4eP83VcX9957L44dO4a2bdsiISEBBw8exMMPP9wgr0VEzR+DIiLyS6432rhxo6peKBgDBgyA2ew5zKxevdrwcatWrap9Aw3MmzcPX3/9tTIf0QcffAAAWLBgARYuXFjvr0dEzR+DIiLy67bbbkNYWBhcLhf++te/Kt1petxuNwoKCpS/Y2NjcfnllwMAZs+ejYqKCp9tVqxYgQ0bNtRrm9PS0jBp0iQAwJNPPolRo0bh6quvxkMPPQTA0xWYnp5er69JRM0fgyIi8islJQUzZ84EACxZsgSXXXYZ1q9frwRHkiQhLS0Nr7/+Oi644AIsXrxYtf2LL74Ii8WCtLQ0XHXVVdi/fz8AwOl04ssvv8QNN9yA2NjYemuvw+HATTfdhLKyMgwZMgQvvPCCct9rr72GCy64AEVFRbj55pvhdDrr7XWJqPljUEREAf3f//0fXn31VVgsFqxevRrDhw9HeHg4EhMTYbPZ0LNnTzzxxBPYt28fTCaTattBgwZhzpw5MJlMWLVqFXr06IHY2FhERkbixhtvRHJyMp577rl6a+uUKVOU+Yg+++wz1ZIldrsdn3/+OcLCwrBp0yZMmzat3l6XiJo/BkVEFJQpU6YgLS0Njz32GPr06QO73Y6CggJERkbiwgsvxNSpU7FhwwbccsstPtved999WL9+PcaPH4/4+Hg4HA6kpqbi6aefxubNm1VrtNXFkiVL8NZbbwEA5syZozsf0fnnn68M0Z85c6bfWiciOreYJEmSGrsRRHRumz9/Pu666y6kpqY2qSH9RHRuYaaIiIiICAyKiIiIiAAwKCIiIiICwLXPiKgJyszMxIUXXlijbdq3b48tW7Y0UIuI6FzAQmsianIyMjLQqVOnGm3DIm0iqisGRURERERgTRERERERAAZFRERERAAYFBEREREBYFBEREREBIBBEREREREABkVEREREABgUEREREQFgUEREREQEgEEREREREQDg/wGa0NOcXHNpoAAAAABJRU5ErkJggg==", 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    " + ], "text/plain": [ - "
    " + "\n", + "array([7.28629106e+02, 4.49482358e+02, 5.39731134e+02, ...,\n", + " 5.78254622e-01, 6.61859264e-01, 1.14999470e+00])\n", + "Coordinates:\n", + " * x (x) float64 0.0 1e-05 2e-05 3e-05 ... 0.01197 0.01198 0.01199" ] }, + "execution_count": 98, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "fig = plt.figure()\n", - "ax = fig.gca()\n", - "\n", - "abs(dataOnlyOneBeamFFT2).plot.errorbar(ax=ax, x='freq_x')\n", - "ax.set_xlim([1, 40000])\n", - "ax.set_ylim([0, 0.00005])\n", - "plt.show()" + "phaseAutoCorrWithoutModulation" ] }, { "cell_type": "code", -<<<<<<< HEAD - "execution_count": 28, -======= "execution_count": 99, ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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    " ] @@ -4085,115 +4391,13 @@ "fig = plt.figure()\n", "ax = fig.gca()\n", "\n", - "abs(dataOnlyOneBeamFFT2).plot.errorbar(ax=ax, x='freq_x', fmt='r')\n", - "abs(dataWithoutModulationFFT2).plot.errorbar(ax=ax, x='freq_x', fmt='b')\n", - "\n", - "ax.set_xlim([1, 40000])\n", - "ax.set_ylim([0, 0.00005])\n", - "plt.show()" - ] - }, - { -<<<<<<< HEAD - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Data analyse" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Transform intensity to phase" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [], - "source": [ - "from Analyser.FitAnalyser import NewFitModel" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [], - "source": [ - "def sine_with_offset(x, amplitude=1.0, frequency=1.0, shift=0.0, offset=0.0):\n", - " \"\"\"Return a sinusoidal function.\n", - "\n", - " sine(x, amplitude, frequency, shift) =\n", - " amplitude * sin(x*frequency + shift)\n", - "\n", - " \"\"\"\n", - " return amplitude*np.sin(x*frequency + shift) + offset" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [], - "source": [ - "fitModel = NewFitModel(sine_with_offset)\n", - "fitAnalyser = FitAnalyser(fitModel, fitDim=1)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [], - "source": [ - "params = fitAnalyser.fitModel.make_params()\n", - "params.add(name=\"amplitude\", value= 0.1, max=np.inf, min=-np.inf, vary=True)\n", - "params.add(name=\"frequency\", value= 63, max=np.inf, min=-np.inf, vary=True)\n", - "params.add(name=\"shift\", value= 0.11, max=np.inf, min=-np.inf, vary=True)\n", - "params.add(name=\"offset\", value= 0.6, max=np.inf, min=-np.inf, vary=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [], - "source": [ - "# param = fitAnalyser.guess(dataWithModulation)\n", - "fitResult = fitAnalyser.fit(dataWithModulation, params)\n", - "fitCurve = fitAnalyser.eval(fitResult, x=dataWithModulation.x)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure()\n", - "ax = fig.gca()\n", - "dataWithModulation.plot.errorbar(ax=ax)\n", - "fitCurve.plot.errorbar(ax=ax)\n", + "phaseAutoCorrWithoutModulation.plot.errorbar(ax=ax)\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 100, "metadata": {}, "outputs": [ { @@ -4562,66 +4766,55 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.Dataset>\n",
    -       "Dimensions:    ()\n",
    -       "Data variables:\n",
    -       "    amplitude  float64 0.09749\n",
    -       "    frequency  float64 62.83\n",
    -       "    shift      float64 0.162\n",
    -       "    offset     float64 0.5916
    " + "
    <xarray.DataArray 'x' (x: 1200)>\n",
    +       "array([0.000e+00, 1.000e-05, 2.000e-05, ..., 1.197e-02, 1.198e-02, 1.199e-02])\n",
    +       "Coordinates:\n",
    +       "  * x        (x) float64 0.0 1e-05 2e-05 3e-05 ... 0.01197 0.01198 0.01199
    " ], "text/plain": [ - "\n", - "Dimensions: ()\n", - "Data variables:\n", - " amplitude float64 0.09749\n", - " frequency float64 62.83\n", - " shift float64 0.162\n", - " offset float64 0.5916" + "\n", + "array([0.000e+00, 1.000e-05, 2.000e-05, ..., 1.197e-02, 1.198e-02, 1.199e-02])\n", + "Coordinates:\n", + " * x (x) float64 0.0 1e-05 2e-05 3e-05 ... 0.01197 0.01198 0.01199" ] }, - "execution_count": 35, + "execution_count": 100, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "val = fitAnalyser.get_fit_value(fitResult)\n", - "val" - ] - }, - { - "cell_type": "code", - "execution_count": 148, - "metadata": {}, - "outputs": [], - "source": [ - "def voltage_to_phase(voltage):\n", - " voltage = (voltage - val.offset)\n", - " # voltage = xr.where(voltage > val.amplitude, voltage % val.amplitude, voltage % val.amplitude - val.amplitude)\n", - " voltage = voltage / val.amplitude\n", - " voltage_frac, b= np.modf(voltage.to_numpy())\n", - " voltage = xr.where(np.abs(voltage) > 1, np.arcsin(voltage_frac) + np.trunc(voltage) * np.pi, np.arcsin(voltage))\n", - " return voltage" + "phaseAutoCorrWithoutModulation.x" ] }, { "cell_type": "code", - "execution_count": 153, + "execution_count": 101, "metadata": {}, "outputs": [], "source": [ - "phaseWithoutModulation = voltage_to_phase(dataWithoutModulation)" + "powerSpecWithoutModulation = fft(phaseAutoCorrWithoutModulation.sel(x=slice(6e-3, 3)))" ] }, { "cell_type": "code", - "execution_count": 154, + "execution_count": 106, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
    " ] @@ -4631,13 +4824,16 @@ } ], "source": [ - "(phaseWithoutModulation/np.pi).plot.errorbar(fmt='o')\n", + "fig = plt.figure()\n", + "ax = fig.gca()\n", + "\n", + "abs(powerSpecWithoutModulation).plot.errorbar(ax=ax, x='freq_x')\n", + "ax.set_xlim([1e4, 4e4])\n", + "ax.set_ylim([0, 0.02])\n", "plt.show()" ] }, { -======= ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 "cell_type": "code", "execution_count": null, "metadata": {},
    \n", -<<<<<<< HEAD - " Comm: tcp://127.0.0.1:57268\n", -======= - " Comm: tcp://127.0.0.1:54498\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Comm: tcp://127.0.0.1:59177\n", " \n", " Total threads: 10\n", @@ -515,11 +415,7 @@ "
    \n", -<<<<<<< HEAD - " Dashboard: http://127.0.0.1:57269/status\n", -======= - " Dashboard: http://127.0.0.1:54502/status\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Dashboard: http://127.0.0.1:59179/status\n", " \n", " Memory: 9.31 GiB\n", @@ -527,21 +423,13 @@ "
    \n", -<<<<<<< HEAD - " Nanny: tcp://127.0.0.1:57233\n", -======= - " Nanny: tcp://127.0.0.1:54467\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Nanny: tcp://127.0.0.1:59155\n", "
    \n", -<<<<<<< HEAD - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-8is2g_53\n", -======= - " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-2un23e6e\n", ->>>>>>> 300875bb3e4d74a9eb72806b7c926efa68109763 + " Local directory: C:\\Users\\data\\AppData\\Local\\Temp\\dask-worker-space\\worker-8ax_4zju\n", "