{ "cells": [ { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Demo of usage of the MultiGeometry class of pyFAI\n", "\n", "For this tutorial, we will use the *Jupyter* notebook, formerly known as IPython, and take advantage of the integration of matplotlib." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:18.806653Z", "iopub.status.busy": "2026-09-15T08:19:18.806574Z", "iopub.status.idle": "2026-09-15T08:19:19.320238Z", "shell.execute_reply": "2026-09-15T08:19:19.319343Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI verison: 2026.9.0\n" ] } ], "source": [ "%matplotlib inline\n", "# use `widget` for better user experience; `inline` is for documentation generation\n", "\n", "import time\n", "start_time = time.perf_counter()\n", "\n", "import numpy\n", "from matplotlib.pyplot import subplots\n", "\n", "import pyFAI\n", "from pyFAI.method_registry import IntegrationMethod\n", "from pyFAI.gui import jupyter\n", "print(\"Using pyFAI verison: \", pyFAI.version)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The multi_geometry module of pyFAI allows you to integrate multiple images taken at various image positions, all together.\n", "This tutorial will explain you how to perform azimuthal integration in three use-cases: translation of the detector, rotation of the detector around the sample and finally how to fill gaps of a pixel detector. But before, we need to know how to generate fake diffraction images.\n", "\n", "## Generation of diffraction images\n", "pyFAI supports approximately 20 different reference samples known as calibrants. We will use them to generate fake diffraction images knowing the detector and its position in space" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:19.367415Z", "iopub.status.busy": "2026-09-15T08:19:19.367235Z", "iopub.status.idle": "2026-09-15T08:19:20.297272Z", "shell.execute_reply": "2026-09-15T08:19:20.296288Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of known calibrants: 39\n", "Si_SRM640e, Si_SRM640, alpha_Al2O3_SRM676a_2008, Si_SRM640d, AgBh, cristobaltite, C14H30O, Au, LaB6_SRM660b, Pt, Si_SRM640c, mock, TiO2, diamond, NaCl, alpha_Al2O3, CrOx, Si_SRM640b, alpha_Al2O3_SRM676, hydrocerussite, alpha_Al2O3_SRM676a_2015, CuO, LaB6, Ni, Cr2O3, ZnO, Si, CeO2, Al, verneite, LaB6_SRM660a, LaB6_SRM660c, quartz, C60, PBBA, vanadinite, lysozyme, Si_SRM640a, graphite\n" ] } ], "source": [ "import pyFAI.calibrant\n", "print(\"Number of known calibrants: {}\".format(len(pyFAI.calibrant.ALL_CALIBRANTS)))\n", "print(\", \".join(pyFAI.calibrant.ALL_CALIBRANTS.keys()))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:20.299782Z", "iopub.status.busy": "2026-09-15T08:19:20.299211Z", "iopub.status.idle": "2026-09-15T08:19:20.309189Z", "shell.execute_reply": "2026-09-15T08:19:20.308326Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LaB6 Calibrant with 59 reflections at wavelength 1e-10\n", "Number of reflections for calibrant at given wavelength: 59\n" ] } ], "source": [ "wavelength = 1e-10 # m\n", "LaB6 = pyFAI.calibrant.get_calibrant(\"LaB6\")\n", "LaB6.wavelength = wavelength\n", "print(LaB6)\n", "print(\"Number of reflections for calibrant at given wavelength: %i\"%len(LaB6.dspacing))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will start with a \"simple\" detector called *Titan* (built by *Oxford Diffraction* but now sold by *Agilent*). It is a CCD detector with scintillator and magnifying optics fibers. The pixel size is constant: 60µm " ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:20.310671Z", "iopub.status.busy": "2026-09-15T08:19:20.310579Z", "iopub.status.idle": "2026-09-15T08:19:20.337858Z", "shell.execute_reply": "2026-09-15T08:19:20.337083Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Detector is flat, P3= None\n", "Center of the detector: poni1=0.06143999844789505 poni2=0.06143999844789505\n" ] } ], "source": [ "import pyFAI.detectors\n", "det = pyFAI.detectors.Titan()\n", "print(det)\n", "p1, p2, p3 = det.calc_cartesian_positions()\n", "print(\"Detector is flat, P3= {}\".format(p3))\n", "poni1 = p1.mean()\n", "poni2 = p2.mean()\n", "print(\"Center of the detector: poni1={} poni2={}\".format(poni1, poni2))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The detector is placed orthogonal to the beam at 10cm. This geometry is saved into an *AzimuthalIntegrator* instance:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:20.339694Z", "iopub.status.busy": "2026-09-15T08:19:20.339597Z", "iopub.status.idle": "2026-09-15T08:19:20.440483Z", "shell.execute_reply": "2026-09-15T08:19:20.439809Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= 6.144000e-02, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=1024.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n", "Integration method in 1d: IntegrationMethod(1d int, full split, histogram, cython)\n", "Integration method in 2d: IntegrationMethod(2d int, pseudo split, histogram, cython)\n" ] } ], "source": [ "ai = pyFAI.load({\"dist\":0.1, \"poni1\":poni1, \"poni2\":poni2, \"detector\":det, \"wavelength\":wavelength})\n", "print(ai)\n", "\n", "#Selection of the methods for integrating\n", "method = IntegrationMethod.parse(\"full\", dim=1)\n", "method2d = IntegrationMethod.select_one_available((\"pseudo\",\"histogram\",\"cython\"), dim=2)\n", "\n", "print(f\"Integration method in 1d: {method}\\nIntegration method in 2d: {method2d}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the calibrant, wavelength, detector, and geometry defined, one can simulate the 2D diffraction pattern:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:20.442535Z", "iopub.status.busy": "2026-09-15T08:19:20.442319Z", "iopub.status.idle": "2026-09-15T08:19:22.144375Z", "shell.execute_reply": "2026-09-15T08:19:22.143727Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "img = LaB6.fake_calibration_image(ai)\n", "jupyter.display(img, label=\"Simulated LaB6\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This image can be integrated in q-space and plotted:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:22.145903Z", "iopub.status.busy": "2026-09-15T08:19:22.145803Z", "iopub.status.idle": "2026-09-15T08:19:23.642171Z", "shell.execute_reply": "2026-09-15T08:19:23.641015Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "jupyter.plot1d(ai.integrate1d(img, 1000, method=method));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Note:** pyFAI does know about the ring position but nothing about relative intensities of rings.\n", "\n", "## Translation of the detector along the vertical axis\n", "\n", "The vertical axis is defined along the *poni1*. If one moves the detector higher, the poni will appear at lower coordinates.\n", "So let's define 5 upwards vertical translations of half the detector size. \n", "\n", "For this we will duplicate 5x the AzimuthalIntegrator object, but instances of `AzimuthalIntegrator` are mutable, so it is important to create an actual **copy** and not a **view** on them. In Python, one can use the `copy` function of the `copy` module:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:23.644544Z", "iopub.status.busy": "2026-09-15T08:19:23.644400Z", "iopub.status.idle": "2026-09-15T08:19:23.647838Z", "shell.execute_reply": "2026-09-15T08:19:23.647102Z" } }, "outputs": [], "source": [ "import copy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will now offset the *poni1* value of each `AzimuthalIntegrator`, which corresponds to a vertical translation. Each subsequent image is offset by half a detector width (stored as *poni1*).\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:23.649479Z", "iopub.status.busy": "2026-09-15T08:19:23.649392Z", "iopub.status.idle": "2026-09-15T08:19:32.663198Z", "shell.execute_reply": "2026-09-15T08:19:32.662218Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= 6.144000e-02, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=1024.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= 0.000000e+00, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=0.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= -6.144000e-02, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=-1024.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= -1.228800e-01, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=-2048.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Detector Titan 2k x 2k\t PixelSize= 60µm, 60µm\t BottomRight (3)\n", "Wavelength= 1.000000 Å\n", "SampleDetDist= 1.000000e-01 m\tPONI= -1.843200e-01, 6.144000e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=1024.000, y=-3072.000 pix\tTilt= 0.000° tiltPlanRotation= 0.000° λ= 1.000Å\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ais = []\n", "imgs = []\n", "fig, ax = subplots(1,5, figsize=(10,2))\n", "for i in range(5):\n", " my_ai = copy.deepcopy(ai)\n", " my_ai.poni1 -= i*poni1\n", " my_img = LaB6.fake_calibration_image(my_ai)\n", " jupyter.display(my_img, label=\"poni$_1$=%3.1fmm\"%(1e3*my_ai.poni1), ax=ax[i])\n", " ais.append(my_ai)\n", " imgs.append(my_img)\n", " print(my_ai)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## MultiGeometry integrator ##\n", "\n", "The *MultiGeometry* instance can be created from any list of *AzimuthalIntegrator* instances or list of *poni-files*. Here we will use the former method.\n", "\n", "The main difference of a *MultiIntegrator* with a \"normal\" *AzimuthalIntegrator* comes from the definition of the output space in the constructor of the object. One needs to specify the unit and the integration range. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:32.665508Z", "iopub.status.busy": "2026-09-15T08:19:32.665390Z", "iopub.status.idle": "2026-09-15T08:19:32.678917Z", "shell.execute_reply": "2026-09-15T08:19:32.678086Z" } }, "outputs": [], "source": [ "from pyFAI.multi_geometry import MultiGeometry" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:32.680464Z", "iopub.status.busy": "2026-09-15T08:19:32.680369Z", "iopub.status.idle": "2026-09-15T08:19:32.687294Z", "shell.execute_reply": "2026-09-15T08:19:32.686533Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MultiGeometry integrator with 5 geometries on (0, 8) radial range (q_A^-1) and None azimuthal range (chi_deg)\n" ] } ], "source": [ "mg = MultiGeometry(ais, unit=\"q_A^-1\", radial_range=(0, 8))\n", "print(mg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*MultiGeometry* integrators can be used in a similar way to \"normal\" *AzimuthalIntegrator*s. Keep in mind that the output intensity is always scaled to absolute solid angle." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:32.688759Z", "iopub.status.busy": "2026-09-15T08:19:32.688667Z", "iopub.status.idle": "2026-09-15T08:19:35.323746Z", "shell.execute_reply": "2026-09-15T08:19:35.322681Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = jupyter.plot1d(mg.integrate1d(imgs, 10000, method=method));" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:35.325799Z", "iopub.status.busy": "2026-09-15T08:19:35.325674Z", "iopub.status.idle": "2026-09-15T08:19:38.750932Z", "shell.execute_reply": "2026-09-15T08:19:38.749911Z" } }, "outputs": [ { "data": { "image/png": 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CoEGD2NdLlCiB7t274/Dhwxg3bhzKlSuHkiVLYu7cuXj33XdRs2ZNdn2PHz8GgHzJw35+fsjIyJCym4QQ4vIyUrNx+LfrAIDqTYPg5l50w0ry/fRCX//7jyhcOnQXIbVLodf48CLXx9hV0sIl3dZGDqaqzVK3b9/Gxo0bsWPHDgDA4cOHsXHjRly5coVd5rvvvsOkSZPYxwsWLMChQ4cwfPhw/Pjjj+jatSuqV6+OESNGOLz8WlO6dGne48DAQJjNZjx69IidBiEwMDDfMvfu3QMAFC9eHIcPH0Zqaio6dOiA4OBgTJ06FVlZWfD19YXRaGSDnDyPHj2Cv7+/gntFCCH6l5P1rIWAsdgXZjBFLBZ5JA4AEHvlkehyOStVa26io6Oxbt06AEDfvn1x6dIlXLp0Ca+++ipq164NAGjcuDHv5tmwYUOcOXMGP/74Iw4fPoy+ffti7NixopudiuLj4YYrH3VRZN32bFsI61yi27dvw9vbG2XKlGGbt27fvo1KlSrxlslLGAaAevXqYdWqVQCA06dPo2fPnggKCsKUKVNQvXp1XuAJAJGRkfmSlgkhhDhAUdGNC1M1uGnXrh3atWtX6DKjR4/O91zNmjWxaNEihUrFZzAYBDUNqWn79u2IiopC1apVkZOTg2+++QYvv/wyDAYDypQpgzZt2mDp0qVo3bo1jEYjrl69ih07drABZkxMDJKSktC0aVMAQJMmTVCxYkU8fPgQADBo0CB8//33mDlzJsqUKYNbt25hx44dWLx4sWr7TAhxDRnnzyP97DmUGjYUBp1PaGxvyGKxKFoMp+Ycd21ilzp16qB9+/Zo3rw5rly5gtTUVPz666/s699++y06d+6Mhg0bomrVqti3bx9ee+01vPLKKwAADw8PTJgwASaTCTVq1MD169dx//59NsCcOnUqDh48iOeffx7NmjXD0aNH0aVLF2oSJIQoLmZgbr6ge+lSCHj5ZZVLow32Nl/Zv0J5V6cmCm50pFOnTpgwYQJOnz4Nk8mEzp078xKM69Spg5s3b+LAgQN4/PgxPvjgAzRo0IB9vUKFCoiIiMA///yDGzduYPjw4WjTpg3b9dvHxwf79+/H0aNHcefOHUydOhXNmzd3+H4SQlxX1r/RaheBOAEKbnSmfPny6NWrl83XixUrhh49ehS6jsaNG6Nx48YFvmY0GtG2bVtJZSSEEEKUpO+GS0IIIcRV2T9Mmu5QzY1OTJ48OV83b0IIIU5IR7kvaqHgRie6deumdhEIIYQQTaBmKUIIIYTIQ8CUQUqi4IYQQgghukLBDSGEEKIhDI08LBkFN4QQQojatNGaoxsU3BBCiAYlPk1EXFqc2sUgxClRbylCCNEYs8WMFze+CAA4+dpJFPMopnKJiENRq5RkVHNDBIuKisLGjRtx584dtYtCiC5lmbPYvx9lPlKxJMSpuXBTFwU3xG5nz55Fly5d0LVrV/Tv3x9HjhxRu0iEEKI7zlxxo5Ge4NQspRdHjx5FyZIlERISggsXLsBsNqNVq1bw9PTkLZeTk4NTp07h0aNHqFu3LsLCwvKt69atW7hx4waCg4NRr149GI25MfDDhw8xadIkdOnShX2OEEII0RoKbnRi7ty5yMzMxO3bt1GjRg3cuHEDxYsXx4EDB1C+fHkAuUFLt27dYDKZEBYWhhMnTmDUqFFYvHgxu57x48dj5cqVaNmyJZKSkuDt7Y0///wTgYGBePHFF9XaPUIIyaWRmgFFUVdwySi4KQrDADnp6mzbo5igOr5Tp07hzJkzqFevHjIyMtCuXTu8//77WLFiBQDgnXfeQeXKlbF161Z4eHjg9OnTaNGiBdvUFB8fj2XLluHy5cuoU6cOu86nT5/SvFWEEKIgA+daT7GNdBTcFCUnHfg0WJ1tz4wHPIvbvfhLL72EevXqAQB8fHwwYcIEjBw5EsuXL8eTJ0+wZ88e7N+/Hx4eHgCAJk2aoGvXrli7di26du0Kd3d3GI1GXLt2jQ1umjZtKv9+EUIIIQqixAkdsc6fqVy5MjIyMvDgwQNER0ezz3FVrVoVMTExAICyZcviu+++w9ixY1GpUiUMGzYMBw4ccEjZCSHELlSrQexANTdF8SiWW4Oi1rYFePLkSb7HRqMRAQEBSE9PL3CZR48eoXTp0uzjUaNGYeTIkbh48SK2bt2Kbt26Yc2aNejXr5+oXSCEEEIcjYKbohgMgpqG1LR7925kZWXBy8sLALB582Y0adIEnp6eCAkJQcWKFbF582aEh4cDANLT07Fr1y5MmzYNAJCcnAxPT0/4+PggPDwc4eHhOHToEI4fP07BDSGEOArVTklGwY2OZGVl4cUXX8TQoUNx/vx5rFixArt37wYAGI1GLFq0CIMGDUJGRgaqV6+O5cuXo3Tp0hg7diwAIDY2Fn369MGAAQNQo0YNXLt2DcePH8cHH3wAAEhKSuKNbXP69Gl4e3sjLCwMjRo1cvwOE0KIDjEyRTcGGOCqkRLl3OjIW2+9hXHjxuHMmTPIysrCoUOH0KFDB/b1vn374tChQ0hPT8fBgwfRu3dvnDhxAt7e3gCAunXr4uDBg/Dy8sKePXuQlZWF48ePo127dgCAe/fuYd26dVi3bh369u2LuLg4rFu3DqdPn1ZjdwkhhJACUc2Nzrz66qt49dVXbb7esmVLtGzZ0ubrFSpUwKxZswp8rV69eti4caPkMhKilKN3j+J4/HG81+g9eLh5qF0cQsRxzcoWWVFwQwjRjXf2vwMA8HH3wfiG41UujXhyNUvokisM4kcko+BGJ9q0aYMqVaqoXQxCNOHi/YtqF4EQ0WgQP+kouNGJ2bNnq10EQohMGLq7ESIJJRQTQojGcJulDFqZZpkoSi8BrVa+rhTcEEJ0h3JWiDPTS6CjJgpuCCFEYyg4c0H0kcuKghtCCCFEjzTSRKQGCm4IkdnPR//Fz0f/VbsYxIlRswQh0lBvKUJklJqZg3nbrwIA+jcOQYAPDSRHCBGIYlvJqOaGCMYwDP2ytMFkfnZcskxmFUtCCHFWdHmVjoIbYrejR4+ie/fuKFGiBIoXL47WrVvj+PHjahdLU4ycfpB0gSJyMLhy4oQL0c/1QhvfVwpudCIzMxPZ2dkAcmtWLBZLocvn5OQU+rrZnL/W4euvv8a4ceMQFxeH+/fvo1GjRujatStu374tvuA6Y+CcURb9XK2Ig1HNqKujz18qCm50okePHhg5ciS6d++OgIAAFC9eHGPHjoXJZGKXycjIwJgxY+Dn5wdvb2/UqlUL27Zt461n8+bNqFGjBnx8fBAcHIzZs2ezgdD69evRrVs3+Pr6onjx4li4cCEyMzOxf/9+h+6rlnFrbix0fSIiUVdwV0SfuZwouCkCwzBIz0lX5Z/QX2+rVq1C9+7d8eDBAxw7dgybNm3CF198wb4+ffp07NmzBxEREUhPT8ebb76JPn364ObNmwCA1NRUDBw4ENOnT0dmZiYuXrwIb29vXL16tcDt3bt3Dzk5OShdurT4A6xjFopuCCEiUMWddNRbqggZpgw0+62ZKts++dpJFPMoZvfyLVq0wDvv5M6K3KhRI0ybNg0LFizAjBkzkJGRge+++w6//vor6tatCwCYMmUK1q9fj6+++grLli3DgwcPkJ2djbZt28JoNCIwMBAzZ84scFsMw2Ds2LGoUqUKunTpIn1ndYIbkNIFiohFNTeuh64X8qKaGx1p2LAh73GjRo1w7949PHnyBP/++y9ycnLQuHFj3jJNmjTBtWvXAABhYWHo168fmjZtirfffhvr1q1DSkpKgduaOHEijh49ik2bNsHb21uZHXJylHNDCFGTGqm9WplbimpuiuDj7oOTr51UbdtCWCcB5z12c3OD0Wi0uYybmxv7+Pfff8eZM2ewd+9eLFu2DOPGjcO+ffsQHh7OLjNlyhSsXLkSe/fuRf369QWVUe+44QwFN0QsSih2bfT5S0fBTREMBoOgpiE1nTzJD8IiIiJQsWJF+Pn5oXLlyvDx8UFERARq1qzJW6Zz58689zVq1AiNGjXC9OnT0aJFC6xatYoNbv7v//4PP//8M/bu3ZuvFojwUcoNIcRudL2QFTVL6ci5c+cwe/ZsxMXFYfv27fjiiy8wZcoUAICXlxemTJmCWbNm4cCBA7h79y6mTZuGW7duYeLEiQByA53Bgwfj77//ZpOSb926hVq1agEAZs6cie+++w6bN29GrVq1kJaWhrS0NLYLOuG3m9OvLyIWN+eG8m+saKXdQ0n0kUtGNTc68vbbb+Pu3bt44YUXYDKZMGHCBIwbN459/cMPP4TRaMSoUaPw+PFj1K9fH/v27cNzzz0HAGjevDmio6Mxbdo03LhxA0FBQZg6dSrefPNNAMCPP/4IhmHQs2dP3nZnzpxpM/HY5TAF/kkIIcSBKLjRkRIlSmDBggU2X3dzc8OcOXMwZ86cAl83GAx47bXX8NprrxX4+oMHD+QopsugnBv16Km2g2oACRGOmqUIkRH3plrEINGE2EQBjeuhYSTkRcGNTvj4+MDLy0vtYhAOqrkhctBTLRRxARpJiaJmKZ3YunWr2kUgsE4oVq8cxLlRQOPq6POXimpuCFEI1dwQWdDXyOXIdunQSC2KGii4IURGNIgfkQPl3BAiDQU3hCiEBvEjcqAmKtdA8ay8KLghREb8Hg90tSLiUEDj4ujjl4yCG0IUQjU3RA4U6LgI+phlRcENITKinBtCCFEfBTeEKMRCVTdEJGredD1UQycvGueG2I1hGGzcuBFbtmzBgwcPUL16dYwZM4adWJPwkwIptiGEEHWoXnPzxx9/oG3btqhZsyb69++P69evF7p8RkYG5s2bh5YtW6JWrVro0qULNm3a5KDSurbJkydjx44d6NmzJyZMmIDk5GQ0btwYly5dUrtommSmX9xEJJoV3AXxBgB14s9cI0VXteZmy5YtGDhwIBYvXowWLVpg0aJFaNOmDSIjIxEYGFjge959913s2bMHP/zwA0JDQ7Fr1y70798fW7ZsQY8ePRy8B9oxadIkVKtWDWazGQcPHoTZbMabb76JXr168Zb7888/sWbNGjx69Aj169fH1KlTERwczL4eExODxYsX49q1awgODsbIkSPRqlUrAMDHH3+M4sWLs8t269YN+/btw5YtW1CvXj3H7KjG8eaWcuYLFCGEODFVa24++ugjDBkyBOPGjUOjRo3wyy+/wGw24/vvv7f5nv3792PEiBHo1q0batWqhUmTJqFOnTrYv3+/ImVkGAaW9HRV/gmJ3i9duoQpU6bgwIEDGDFiBJo2bYp+/frhr7/+YpdZvnw5Bg0ahGbNmmHixIm4fv06mjZtipSUFABATk4O2rZtiydPnmDy5Mno2LEjZs2ahcjISADgBTYAcO3aNTx8+JACGxso50Y9Tv3LF1RzQ4hUqtXcpKam4uzZs/i///s/9jkPDw907NgRhw4dwqxZswp8X4cOHbBv3z6899578Pf3x/nz5/Hvv/9i/vz5ipSTycjA9YaNFFl3UWqcPQNDsWJ2Lx8UFISNGzfCzc0NPXr0wKNHj/DBBx+gV69eMJvNmDlzJubOnYspU6YAALp06YIqVargq6++wqxZs3D79m3cuXMHCxcuRJkyZQAAgwcPRlZWFruN6OhoDBkyBE+fPsWtW7ewbNkyvPzyy/LuuDOjnBtCCFGdajU3d+/eBQCUK1eO93y5cuUQFxdn830//PADQkJCUKZMGZQrVw4tWrTA119/je7du9t8T1ZWFlJSUnj/9Khjx45wc3NjH3fp0gWXLl1CVlYWbt++jaSkJHTr1o193dPTE506dcLp06cBABUrVkRYWBhef/11bN68GQ8fPoTBYIC3tzf7nqCgICxYsAAff/wxevfujZkzZ1LOjZXX3fZii+csuGc8ULsoxEnxap4oSHY5Tl7xqAmq1dxYLJbcArjzi+Dh4QGz2WzzfTNmzEBERAQ2btyIKlWqYM+ePRg3bhwqVaqE9u3bF/ie+fPnY+7cuaLKafDxQY2zZ0S9VyqDj4+g5X19fXmP/fz8wDAMUlNT2YCuoGWio6MB5AY7p06dwg8//IClS5di8ODB6NixI3799VeUKlUKAFCsWDG0bt0aANCjRw+0bt0an3zyCdatWydqH/WGATDP438AgOjrPwONFqtbIEKIU6CARl6qBTd5CcMPHz7kPf/gwQO2ScTakydPsGjRIvz666/o2bMnAKB27do4duwYPvnkE5vBzYwZM/Dee++xj1NSUhASEmJXOQ0Gg6CmITVZ9zS7fv06/Pz8EBgYCA8PD/a5sLAwdplr166hSpUq7OPAwEC8//77eP/99/HgwQM0b94cS5cutRkcVqhQAUlJSQrsDSGui3JuCJFGtWapoKAgVKxYEcePH+c9//fff6NJkyYFvicnJwcWiwUlSpTgPR8QEICMjAyb2/Ly8oK/vz/vnx7t2bMHR44cAQA8fvwYCxcuxNChQwHkHqO+ffti3rx5ePr0KQBg3759bII2AFy5cgWrVq1ia9X8/Pzg5eXFNnV9+eWXyMzMZLd36tQp7Ny5E127dnXYPmod99dXjoefegUhzo3iGRdETZFyUrW31DvvvIOff/4Zly9fBsMw+PbbbxETE4O33nqLXWb69Ono0qULAKBMmTJo0KABvvzySzx+/BgAcO7cOfzxxx/o3LmzKvugJZ06dcLQoUNRr149hIaGws/Pj1fjsmzZMpjNZoSEhKBu3bro1asXPv30U7ard/ny5bF3714EBgaicePGqFChAsqVK4fx48cDyG1KDAsLQ4MGDVC9enV07NgR77zzDq9WzOVxohuze/FCFiTEPs7e84sQNag6zs3UqVMRFxeHxo0bw8vLC97e3vjtt99Qp04ddpkHDx7wEox///13jB49GuXLl4e/vz+ePn2KESNGYMaMGWrsgqY8//zz2LFjB27dugWTyYTatWvzXi9fvjwiIiIQFRWFx48fo0aNGrxarJIlS2LlypVISUlBVFQUgoKCUKFCBfb1qVOnsl3IPTw8UKlSJV6yMQEYUzr7N9XcqMfZm3KcvfxEOH4OOX3+Uqka3BiNRnz11Vf47LPP8OTJEwQFBcFo5FcmffbZZ7yuyNWqVcP+/fuRnZ2Nx48fo2zZsjAYDI4uuma5ubmhevXqhS5TtWrVQl/39/dHw4YNC3zNw8MDdevWFV0+vTNmPeuJZ3Z3jlwtom10oyNEOE3MLeXj4wMfGz2DSpcuXeDznp6eCAoKUrJYhAhnzmH/pFsSEYsCGhdEH7msNBHcEOmWLFkCPz9qBlEd5UcQmVGg44LoI5eMghudoKYibeBdkyjQISJRErFtlIZA7KH6rOCEEEJso0CHOBOtfF0puCFERtwbkVZOcuJ8qCmKEGkouCGEEI2h4Mb10A8jeVFwQ4iMqAmBEELUR8ENIYqxqF0A4qxoQDdCJKHghhA5Uc0NIUQyuo5IRcENESU2Nhbz5s3DH3/8oXZRtIsCHSISb1Zw+h65BPqY5UXj3BDBzGYzBg0ahMuXL6NTp07o27ev2kXSDrpCEUIkosuIdBTc6MSaNWsQHByMoKAgHDt2DGazGX369Mk3RUVSUhK2bt2KR48eoX79+ujcuTNvUCyLxYLdu3fj2rVrCA4ORrdu3XiTawLA7NmzERISghIlSjhi15wK7xc3VS0TkXg9Z+h7RIhg1CylE//73/8wduxY9OzZExcvXsTatWtRu3ZtXL16lV3m5MmTqFatGtauXYuYmBgMHz4cPXr04F1IX3rpJUycOBGxsbHYunUrWrVqhbt377KvHzhwAL/99hu+++47h+6f86AbkRZQUw5xOrr5ympjR6jmpggMw8CUrU6vF3dPo6ChxmNjY3Hz5k2UK1cODMOgR48emDZtGv766y8AwDvvvIPevXvj119/BQBMmzYNNWvWxOrVqzFkyBDExMRg9+7duHPnDkJCQgAAcXFxcHfP/Zrcv38fQ4cOxerVq6nWxgbuPdWgjXOcOCGqAXRxcn3kLvzVoeCmCKZsC36ccFiVbY9a2hYeXm52L9+jRw+UK1cOQO78KyNHjsTAgQNhsViQlJSEs2fP4uuvv2aXr1ixInr06IEdO3ZgyJAhKFmyJHx8fLB69WqMHTsW/v7+qFChAoDcIG/o0KF4/fXX0bZtW3l3VE+oOYHIgL47rkc/n7k25v6iZikdKV++PO9xcHAwsrOzcf/+fcTFxbHPcVWoUIF9LSAgAFu2bMGOHTsQFBSE5s2b45tvvoHFYsHevXuxf/9+eHp6Yt68eZg3bx6ioqJw7do1zJs3D8nJyY7ZSY2jiTOJ7OhrRMRSJc7QxheWam6K4O5pxKil6tRUuHsKiz0TExPzPfbw8EBgYCAsFgv7XKVKldhlEhISeAHPiy++iBdffBFpaWnYuXMn3nrrLbi7u6NNmzaYOnUqzGYzzGYzgNxeUwaDAZmZmZTjQIiM6HxyQfSRy4qCmyIYDAZBTUNq2r59Ox48eIDAwEAAuUnGHTt2hJubG8qXL4/69etjxYoVaNasGYDcQGf79u346quvAOQGOiaTCSEhIfD19UX//v2xbNkyREVF4e2338a8efN42zt//jy8vb3zPe/SmGf5WQa6WhEZ6Ke5gtiLglvpKLjRkbJly6Jly5Z4+eWXceHCBZw4cQLHjh1jX//222/RpUsXJCQkoHr16vj999/RrFkzDB06FACQkZGBbt26oX79+qhRowauXbuGCxcu4JtvvlFrl5waXZ8IIUQdlHOjI3379sWGDRsQEhKCrl27IjIyEvXr12dfb9WqFa5fv47OnTsjICAAX331Ffbs2QOjMfdrULlyZVy8eBEDBgxAsWLF0K1bN9y6dQv16tUrcHsDBw5Ev379HLJvzoLiGSI3+hVPiHBUc6Mz4eHhCA8Pt/l6hQoVMG7cOJuve3l52R2wvP7660KL52LopkTEoaYoIgsX/hpRzQ0hMmIsLnw1IYqgQMc1UAWdvKjmRidef/31fN28idroakXEoaYo10Yfv3QU3OjEsGHD1C4CAQA86y1FFygiFo1Q7ILogiErapYiRCHUFZwQoiptDBasCgpuCJETd/oFim2ISLyaG/oiuQTG5gO5VupaKLixgS4o8sgbGdk10XeIEOJatHLrpJwbKx4eHjAYDLh//z7KlCkjaFZu8gzDMOy8VkajEZ6enmoXySEoKCayoK+R62G4f9IXQCoKbqy4ubnhueeew927dxETE6N2cZxesWLFULFiRXagQNdCFyhC5EA/GpyHVuoDKLgpgK+vL6pVq4acnBy1i+LU3Nzc4O7u7lK1X3QRJnKg3lKFcYHriRN/5Fq5BFJwY4Obmxvc3JxjwkyiUVo5ywlxdi5xLrnCPjqOK7YVEKIgukAR6RiGeksRIgUFN4QohG5JRCxqirLiAgGeC+yiQ1FwQ4iMuBcoA12tiAwo0CFEOApuCJEV3YiIdBTQWHGFHwrcruAusLtKo+CGEBnxLkp0hVKNnoIDyrkhRDgKbgiRE92IiAykBjQ55hx9BUV62hcb9L+HjkXBDSGyYmz8TYg4QmuhUrJT0GpdK4zZN0ahEhHFuUAwpzQKbgiRFV2UiLoO3jmIDFMG/o7/W+2iyIdu9kQgCm4IkRHDSwqkCzJxPFcaEVxXuGMbqVgMvaDghhBZ0WWJSCclIdqgw+kJ6KwiQlFwQ4hCDHRJJiLRCMWuh7H5gIhBwQ0hcqKqZULkRwEeEYiCG0JkxBTyiBB7SWqWopwb50SXC1lRcEOIUuhiRWQgNNDRY86N69XcuNr+yo+CG0Lk5HIXYaIEKXk2ugxuXAFdOmRFwQ0hMmIoK5DITE9TSYjmYj8aXGx3FUHBDSGyoquSFjh7DyPKuXE9eglitXLqUXBDiIz4FTcaOcuJUxMaqOmyWYrOpQI5exCvJApuCJERd2wbuuwQVegwtuFxhZopOy8eWqyl00qRKLghREbcX1I0iB8RizeIH/WW4tNrbYVOdksrHw8FN4TIiQbxI0R+WrljOohr7a0yKLghREbUWYrIgVdbI/B7pPuaG52iy4W8KLghRFaMjb8JcQwt5mFI5WIVNy64w/Kj4IYQOXGuSQa6QBGRGFDOjcvRyeVCK7E1BTeEyEonVyjitPQZ3NB55Sy08pvOXe0CZGdnY//+/bh37x7q1auHRo0a2fW+uLg4HD16FMWKFUOnTp1QrFgxhUtKiFAaOcuJ05HSW8p6PbprptLb/vyHUaAzgitfgVStubl//z4aNWqEiRMnYvv27ejUqRNGjx5d5Ps++eQTVK9eHWvXrsXatWvRsmVL3L592wElJoQQjePc+y2MRb1yyEkr1QEaQ4P42aZqzc2MGTMAAOfOnUOxYsVw5swZNGnSBD179kT37t0LfM/69esxZ84cHDx4EK1btwYAxMTE0IdMNEGJX1/E9fBybiSMUKyXIf1djkwfmz7ruOyjWs2NxWLBhg0bMHz4cLZJqVGjRmjZsiXWrVtn832ff/45+vXrxwY2ABAaGorQ0FCli0yIMBRwE7EkfHV0GdzQuVQg3TU5yki1mpvY2Fikpqaidu3avOdr166Nf/75p8D3pKen49y5cxgzZgwuXryIc+fOITg4GG3atIGXl5fNbWVlZSErK4t9nJKSIs9OEFV9tPUKPNwNmNGtltpFeYYuwkRmgntLcW54VKNNXJVqNTd5AUaJEiV4z5csWdJm8PHo0SMwDIONGzdiwIAB2L9/PyZMmIBatWohKirK5rbmz5+PgIAA9l9ISIhs+0HUkZSaiRV/R+OHw/8iPdukdnFsoBuLWpy9xkKu8jv7cWC5QpCmwBBZLnDUbFItuPHx8QEApKam8p5PSUmx2fMp7z1JSUm4ePEiVq5ciUuXLiEoKAiTJ0+2ua0ZM2YgOTmZ/RcbGyvTXhC1mMzPTluzRTunMP1SJmrjNkvpJqGYFIiuN7ap1ixVqVIleHp6Ijo6mvd8dHQ0qlatWuB7SpcujVKlSqFTp07w8PAAALi5uaFTp05YvXq1zW15eXkV2mxFnI9TNDXThYeIJKXGRZfNUnrZj0LwK270v79KU63mxsPDA127dsW6devYEzA+Ph4HDx5Er1692OUOHz6MDRs2sI979+6N8+fP89Z14cIFVK5c2SHlJqRQ9EuZyEw3AQqRnSYTijXyfRVVc5ORkcE2EUnx2WefoWXLlnj55ZfRvHlzrFy5Es2aNcPrr7/OLrNq1SqcOHECr776KgDgo48+QosWLdC3b1+0atUKJ0+exIEDB3DgwAHJ5SHOSRunUgE0cpIT5yNXQKOXZimXCPAU2EcNhj4OI6rmpnz58hg9ejROnTolaeM1a9bExYsX0bx5c9y7dw9TpkzBvn374O7+LOZq164dBgwYwD6uUKECzp8/j9atW+POnTto1qwZbt68iaZNm0oqC3EuWh1i3gUuwcTBpMwtRc0bToo+NslE1dwsW7YMK1asQPPmzVGnTh2MGDECr7/+OsqUKSN4Xc899xxmzpxp83VuLU6eUqVKYdKkSYK3RQghzkCunBu91NyQgrlEjZZIompuhgwZgoMHDyIqKgq9e/fG4sWLUaFCBfTt2xfbt2+H2WyWu5yE2KSp81tThSF6IGWEYuI8uB8zzS0lnaSE4sqVK+Pjjz9GTEwMvvzyS2zbtg09evRAxYoV8dlnn/EGziNETrw8Os2ewZotGNExXXYFpx8NBdJkQrFGSOoKnpaWhg0bNmDFihWIiIhA+/btMXLkSCQlJWHJkiU4ceIENm/eLFdZCSmQlvIKGO7NhC7IRCTZZgXX0LlBBKCPTTJRwc2xY8ewYsUKbNiwAQEBARg2bBhWrVqFsLAwdpkBAwagYsWKshWUEFsohiCEg/NjXjc5GXrZD+IwooKbdu3a4aWXXsLatWvx0ksvwc3NLd8yQUFBGD58uOQCElIQzbZKaaowrkWu2g4t4M0KLnRfeLkbzn0cXIqIj0o3wasCROXczJw5E3/99Rd69uyZL7BZuHAh+/f3338vrXSE2EFbJ7iWykKITvCybfV/jmnrmuacRAU3H3/8sc3Xpk6dKrowhNiLAVDbEIN2xnPQ0NRSfHSBIiIxErrO8Gp96DvoNMTUslFCsW2yzi1169YtlC5dWs5VElIghgF2eOWOj/TwYU/Ar4HKJcpDNxO1UBNMfro5JrwgTSf7RBQlKLjhTmhpPbmlxWJBfHw8Bg8eLE/JCCkE96Lt9ugWEKqN4Ib/Q5kuwkQcKTk3ugloCJFAUHAzZcoUAMCYMWPYv/N4eHggNDQU7du3l690hNjDoNr8rwWgX5hq0VMTjKTu34z+mqX0uE/5UEKxrAQFN6NHjwYABAYGol+/fooUiBB78FMStBTcECIvqolxQfSRSybqrkCBDVGbVutH+L8wVSyIC9JVECBhVyR1I9cqnexGYeh6IS+7a25CQ0MBADExMezftsTExEgoEiFF4wYRFo3W3Bhc4YpMFEdND1Zc4Hjofw+VZ3dwM2vWrAL/JkQNvGYpLXWH5A0kR4g4uqlxIYqiruC22R3cjBw5ssC/CVEbw2jzBKeaG8fiBQQ6OvSCe0vpMvlWn5+tTXZ+bvr5fOUnqj7//v37+Pbbb9nHK1asQM2aNdG9e3ckJibKVjhCbOKe1BrqLcXoZRZmoiqaLNP1UKAiL1F3halTpyIgIAAAkJiYiHHjxmHQoEFgGAaTJ0+WtYCEFISxPAsitNpbiq5VDqaj402zgltxsekXiHSiRijesWMHFi9eDADYtWsX2rdvjw8//BDx8fF4/vnnZS0gIQVhGPOzvzXUKsW97FKzFFGDniYQdVUUv0kn6idvdnY2cnJyAAD79u1Dp06dAAC+vr7IysqSr3SE2GLhBDcaqrnR7GzlLkBPN3K95g+JRnf7AlFCsW2i7gqtWrXC2LFj8e2332Lz5s3o2bMnAODkyZNo3ry5rAUkpCDc3BZNXfa4qUDaKhlxEbqfOFOP+ySSFj9frRRJVHDzzTffIC0tDV9//TU+//xzdp6pr776irqJE4fQbs4NDeJHpJNrbind1Ga5wsnkArvoSKJybkJDQ7Fz5858z2/dulVygQixCzfnBtqpmuXfTOhq5Ui6uZGTItDnrGVaaSnT0k9eQuzH7XKtlbMJcI1fmER5vM5BAr9TeoyvXeC80kuelVY+KlHBzZ07d/DKK6+gbNmycHd3z/ePEKVxc24sGqq54aKcG8fSYv6BGnRfg0WfM4sSim0TFYmMGDEC2dnZWLp0KUqWLCl3mQgpkoHbW0pTfcHpwkukkytvRi+BjkucVryKGxqhWCpRwc2JEycQFRWFcuXKyV0eQuzC7y2lnROcVxK68DiUlr4HUkm5aekyoZiDbujEHqKapcqXLw+jkdJ1iHp4wY2WrnWaKgzRAz0GKMLp/xgwesyVUpGoCGXEiBF4//33kZ2dLXd5CLGLgZtQrNWAQqvlIponqSlKlxNnEiKMqGapVatW4erVq1i/fj1CQkLyJTVdvnxZlsIRYgt/nBu6gBP9TjsgNEDR076zeHNLqVcM4jxEBTejRo2SuxyECMOYnv2poV+n/BssIeLIFaDoMtBxARq6pDktUcHNxIkTZS4GIcJwa260dCXgdv+mruBEDbpMKKZZwYlAkrKCMzIycPXqVbnKQoj9LNq8gGunJMSZSaqNpC+hc6KgTVaigpu0tDS8/vrr8PX1Re3atdnnX331VZw5c0a2whFiE3f6Ba1eFDRaLL3SUpArJ0n7pZdDQjU3RCBRwc2MGTMQFxeH06dP854fNmwY5s6dK0vBCCkUJ7jR0gVcs4EWcRl6DfL0jj41eYnKudm8eTOOHDmCypUr855v3rw5BgwYIEvBCCkMv7urpZAl1cNAm+Ui2sfLm5FpQD+n5mI/GuhHknSiam4ePHiAsmXLAuDPbZGRkUEfCnEIA69ZSsWCWKEkYvXQtSeX7se50eM+AVR1IzNRwU14eDh27NgBgB/cLF26FM2aNZOnZIQUgtdbSqs1JHq9CBPFSRmzRze1NRy6DNIcwYUPm6hmqXnz5qFPnz44fvw4AOCzzz7Drl278Pfff+PAgQOyFpCQAvGmX9DOGcxYtFMWV6PHm7pU+jwmetwnIjdRNTedOnXC7t27ER0djXLlymHJkiUoVqwYDh8+jNatW8tdRkLy02hCMZeG5ionTkZKzo0uAxrOLj3JSlavHApSZG4pF74IiQpuFi5ciBYtWmDLli2Ii4tDQkICtm/fjhYtWmDhwoVyl5GQ/HjTL2gJjVBM1OUM01AwDIP006dhThYeqDzJfKxAiYjeiApupk6dKuo1QmTDa5bSZs4NJRc7llZv5GLI1dSqpSZbrpRt23F7yBv4t/crdr7DFca50et+qUPSCMXWbt26hdKlS8u5SkIKxHB7S2kpz4UGG9MErd7USa6U3bsAAKaEBMHvtbhAEKCnQF0tghKKq1atWuDfAGCxWBAfH4/BgwfLUzJCCsNos7cUXZTUo9eAhnpLwSV+NOh0t1QjKLiZMmUKAGDMmDHs33k8PDwQGhqK9u3by1c6QmzhTZypXjEIUYIuAxSZ6DWI5ZFrF13gUNkiKLgZPXo0ACAwMBD9+vVTpECE2IXRaEKxpgpD9EBwbyknSCgWTO8DExLZicq5ocCGqI9bc6PVi51Wy0W0Tu8JxVLoJmDTKa1850QFN3fu3MErr7yCsmXLwt3dPd8/QhTHOYEsGjmZAKsLr3aKRZwY5dzwabV3pJw0dElzWqIikREjRiA7OxtLly5FyZIl5S4TIUXin/xavRJotVz6pJVfjHKQEqA4RbOU0GK5QEKxIh+VCoP4cadkUpOo4ObEiROIiopCuXLl5C4PIfbRahu8C/yqJI6l2QBFJa7QFVw2KhwqrVyPRTVLlS9fHkajrEPkECIIv/lHGydTflotlz7xpixw8mMvV/md/TjkYVyg5kYrQYFeiIpQRowYgffffx/Z2dlyl4cQ+2j2QkA5N0RekuaW0uF30CWCAFfYR4WJapZatWoVrl69ivXr1yMkJCRfG9vly5dlKRwhtnGbpbTaFEQXKEfSSy0F4CI3cCF4k0rSsSFFExXcjBo1Su5yECKIZqupNVQU4pqcIqFYAsq5IfYQFdxMnDhR5mIQIpBWE4p5tFou4iq0e24IpdEfMzJi9N2a6HCCgpu0tDS7lvP19RVVGEKcnXabyPRPPzdyafuix9oaQoQSFNz4+fnZtZyeLjJEo5zhO+YMZdQpPd3gpSQU6+Y4cI6BQSe7VCid7CPDMKqNeyMouPn9999lL8CPP/6IpUuX4t69e6hXrx4WLlyIRo0a2fXeuXPn4osvvsDYsWPx2WefyV42omXcOlwN1ZZQQKMa3dzIoa99KRCdJ0RhgoIbueeUWrNmDcaPH49ffvkFLVq0wBdffIGOHTviypUrCA4OLvS9hw8fxurVq1GuXDlkZWXJWi6ifXpPmiTS6Kn2WPD0C3o8N3T0eRLHUHUkvvnz52P48OEYOHAgKlWqhK+++go+Pj747rvvCn3fw4cP8cYbb+DXX3+l/B6iKUwhjwixl2yD+OkyKNDjPsGqk4SK5ZCTivuhWnDz5MkTREZGomPHjs8KYzSiQ4cOOHbsWKHvHTZsGIYNG4aWLVsqXUyiUVrtCm7QUFmIPuim9kUKOq+IQKpN4R0fHw8AKFu2LO/5smXL4syZMzbft2TJEty/fx8ffPCB3dvKysriNV2lpKQILC3RHm0GN9ySUKBDxJLUW0rv3zud7p5zTAbsPFSfIMp6jiqj0Wjz5Lxw4QLmzZuHNWvWwN3d/rhs/vz5CAgIYP+FhIRIKjNRH7fLtd6v5XrGMAyO3XyAxORMWdbF/u3kNwdejyf6gtMx4HCmY6FmSVULbvJqbO7fv897/v79+/lqc/IcPXoUT548QYMGDeDr6wtfX19cunQJ3377LXx9fWE2mwt834wZM5CcnMz+i42NlXdniKoMWrqROdGFRwsOXb+P15efRPP5+9Uuim7osis4lw53yZq9lxG1ulk7A9WCm8DAQFStWhVHjhzhPX/48GE0b968wPe8/fbbePLkCRITE9l/derUwVtvvYXExES4ubkV+D4vLy/4+/vz/hEnp9lf6Voqi/YdvflAtnXptbZDcG8pPR4HveyHHOhQ2EXVZqmJEydi+fLlOHz4MDIzM/Hxxx8jKSkJo0ePZpcZN24cmjZtCgDw8PBga2zy/hmNRvZ54kI0OpEevyQaGn9Ho7QVmBJAmwER/3uivfIRG1T8LqmWUAwAY8eOxcOHD/HKK68gOTkZ1apVw19//YUqVaqwy2RmZiI9PV3FUhJt0mbgoKkmMicg57VPVzk3MiUUCz0OH/z9AS7ev4gNPTfAy81LdBnkxli0eb7LScxHrsVAVCtUDW4AYPbs2Zg9ezZycnLg4eGR7/VvvvkGlkK+2BERETabo4h+abZnAf3AFMRCF2fZSQns/oz6EwBwKPYQuoR2kadAMuD1QlStFNpAZ4x9VA9u8hQU2AC5+TKF8fHxUaI4ROs0Oyu4SmVhGCD9IVA8UJ3ti6TUR+f0NTcy5c1o69wQjzchrT52qQD6mxbcJXtLESKNNse54XNgufbMAr6oAlza6LhtykDOIMTZAxol0DHRIc1e77SFghtCZKXShSfi69z/75mlzvZFsihVc+PkNwApeTNOse9Cy2hxhh8z0ojZLeoKbhsFN8Qp8Qfx087FTv2iONfFTkufnZZQjQufqx2Pws4LpzoSrji3FCFy0VIPJYPazWVO9kvOBTrBSCY0ANRjIKDHfcrHBXbRkSi4IU6Jf8HXzlVB7ZKY1C6AQC5x01KRXmrG9LIfshBwKFQ/v6jmhhCBeL2lVCxHoRxfsMdPcxy+TSkUG+dGu18KwaTk3Ii9uRk01rzJ6y1FiB0ouCFOid8UpaELn8o31Wyzc93UlUoodnaSun+r/WtdYQYdBa62uMAuKo6CG+KUNNoqZTXYGOXcFEXOGhbdTxgpgm6Og4X72eqT3eeCEx0ANb9/FNwQJ6XRM1z15jLnCm4sDAMPmGRfr7Pf1J29/IqiQ0PsQMENcUrOkF+hTs2N4zcpRe2047jp/QYGuh2QvC69BgSCe0s5wbkhFMNpenayr7jstP4918pXjoIb4qSenUHaaoNXuSwG5zql37ybO+jgAo+fZV2vs9/U5bqBaf1GaC+t9o4kRaDeUoSIp5cLuDyc63dtlpHmhiuIpBGKneF8cPLgUwn8+K2Q46PxQ6eVtD8Kbohz0uovOZUv2s42HLucwY2z19YoQieHhD5b56GVj4qCG+KUGNUTd+1AY3MUKdvgrXYRNElKzy899hrj7Yc+dik//XWWolnBCRGME9FoafoFtSMtxsmapTINMtbcaOymfirhFL46+xVMFvl7gxVGbC2HlmtHGBebp0PDH4XTcFe7AIRIRlcClrMFN3rOuXlzz5sAgLLFymJgzYGi1+OoAf24y2q6eVOnp7sWAnI9oZob4qQ0mnOjclkYLd+UCiBnzQ1/zlLtfCdiU2Mduj2xN0lNdyHXWnnUJORQqH3YqLcUIQJp9GKndqmcrebGZKDK44LIMT+U9XqKXFb1b699NNUMLSed7pZaKLghTorTBq/RQIeuVupxlhu10gQ1SzHabZZytYkzC+0JrtnrnbZQcEOcEvf81tSNTPUu6tq6KRVF1lnBtfQ9kMhRtTVybVNpap9VRBw1AzEKbohzcoYrnApldIbD4gha+nVrEBFwqjEruKaDG05vKW2NSE60ioIb4qR42aPqFcMadQVXjZZvzlI4KlCzaLjpR6+fLRdNMSEvCm6IU+K1wWspuOGhZim1OPvNUK5mKUEJxY48j6Rsy7k/Wulcff/tRMENcUq8W7imght1R1LV0pGwh5x5q1pqipKTpEDH6b4RRdPjPlnT6VfZoSi4IU7JOc59x5fSlZul9ESNgIbbLCUmT0hJvBGKnePkV4zmd18jBaTghjglg0zjgMhO9Z9c2ropEemE1kjxpqEQOc6Nps4pAJq5YypI9UuHEmgQP0KEYaD93hNqDDbmyjU3Ym/qmqRKk6Z2jxljcbFkWwV20WHnhEYuQRTcEOek0ZuX2rOVa/OouDapA+IJDjpEjgHFG8RPK3eo/9Cs4NzlNH4ANFI8Cm6IU2IKeeTKqOYm/9/OSK6cG7HBjfa4WM2NTqj5SVFwQ5wS9xaupYuyQfWLsOsGN3qiRqDmNMGhhosmjX07Jvpyp9vjVjAKbohz4lWhu9hZWwjGyWIbWfOltDolh4OJbcLR8jHj5txouZxy0dIPNklo+gVChOEO4qep64DKo4y6crOUnvBubg76Gll455SWTiqAexD0+g1X+pA77BPVyAdEwQ3RAa1diP+jSkKxRq4sKtPSzdnRybmMDMMkaK12hL9PRNM08gFRcEOcn4ZuZGonOrtycKO1G7IUUvJf5Ego1vSx1ND5rgrROTcqXI9onBtCBOJN8qeli526ZXHq4EbGK6Gmb84axZs4U/EmEoEBm4Yn9STaRMENcVLOcPNyhjKqjN/tTdKqtNQUJZWUWhTRE2dytqO1GcL5SdL6+Zy5GCV2UZ+Hyi4U3BCnp6mbmspl0dCRsAu/pkmZnlNEOM3VfGkr1lKV+Dwq10LBDXFOnDNVs13BVQl0nLdZSmrTg+ZuyDKRErwLOSa83lIaO5ZaK48itPQjTQcouCFOiaGcGxtbd+LgxiLfsdPUzVDER6LKCMUQ15zlGPpvluIpbBdpED+7UHBDnJRG55pRuUbJqYMbTX2Q2uGwEYpdIWjQMF0efeotRYhAjM0HquL/+lVj+04c3Fjka5Zy9kBJUlOUyAEAue9TPKFY4P5xvxuuEIQV9v11gd2XBQU3RAfobHdW3FDMQlftAgm9mcsxcJ/WgkOtlUcRSu+iww6hNj4rCm6Ik1K3hsQm1XtLOXHNjdSEYpFdoLVIrpu5M+Tc2LMtZ/88BXPg7ip5bNUMSim4Ic6JcyPUbG8pzZZLm1zuBqYQsUGKamPbCP3c6XvCEjuOkbK08QOLghvi/DR0seMHWtopl1OgEYpZksov8q2qDeKnofPXGcj+I0D2w6+Nz5OCG+KcNNpZisdRBdPJzUGvNTdSJ86Uq1u4HQvLsk3B7PncFRm+18WocdiotxQhQmmzhoRbEodVzurkYq+n+YMkB2qSKm5kGOdGY8GNXgNfLlH7qP/DIhoFN8Q5afSXnEGVmZW1s/9SSO0tpaVB6KR+9lL2Rey+80YoduTxExzc6OP7Xhi5jr89a9Hr0aTghjgpbV7sqOZGPKnj3GiJViae1GbCqfV25VvKqSlccaNKqxQ1SxEiDC+I0NR1jyngL4W3yJgdvk0lSK7tUKXWrGBq7ovocW4cOYgff8N2LMKtVVKyME5A7v3X6QGl4IY4Jyc4IQ0OKqOcczKpSuJ+qB3QcHEDBakJxY6i5ZwbLuc4msIpfsS1c3o4BAU3xElxL8TaaAIAYHWhdlBwA+6N1ImvYDrqCi615kNKoCE6oVjLgyCq1ZNLg/iXGOnHQq8VQRTcEKdk0GhCMZejAg2LE+eqcI+R5BGKNXTTU7MsYgMTLdfc8AJ47XzM8lL4kqa5gFVhFNwQp6RK4q5dVKi54U4qqLGjIYTkuaV4NweVc25k7PklqVu4kIRitWpuBI5zo6UgVh2uvv/2oeCGOCXeL34Vy1EYh+XcaKlZTgI5ZwVXm5bKYi+quVGbPAGtlM3KvmoVf2S4q7bl/6SmpuLPP//EvXv3UK9ePXTp0qXI91y4cAHHjx+Hu7s7WrZsiTp16jigpERLGK02S6mRc6OThGI99ZaSnHMjU28prebc8Ldl1xue/alAeZyVli59WqNqzc3du3dRr149LFu2DLdu3cLw4cPRv39/mycWwzB48cUXMWzYMFy6dAl///03mjRpgtmzZzu45ER1mh3US4XkXqe+wsl3Q1U7oOHSSs6NoIkzwW3eVLb8d1Jucx7ZU3PDfaCdz1lO9u6W7Lsv8/q08vGoWnMzbdo0lClTBn///Tc8PDwwceJE1KlTB3/88Qf69euXb3mGYTBt2jR06tSJfe7ll19Gnz598Nprr6FmzZqOLD4h+cnck8GuTWrlaiKCYonhKh8SXldwg8S5pXT4PUrJSkbgsw0X/Qad1E7aT4mMYvlXqWWq1dyYzWb8+eefeOONN+Dh4QEAqFGjBl544QVs3LixwPcYjUZeYAMALVu2BABER0crW2CiMdpsljJwfv06qubGuedkku9z1FLNjZxdwR353jyaG8RPQ5+tYsTsogyHRa/HVrWamzt37iA9PR3Vq1fnPV+9enWcPHnS7vVs2LABHh4eaNiwoc1lsrKykJWVxT5OSUkRXmCiLdQs9WyLGgruhOIeI8lzS3FH2HXyEYqlrEuWuaUUP36c2iyaFTwf2XZRjWPF+6wcv/k8qtXcpKWlAQACAgJ4z5coUYJ9rSj//PMPpk2bhg8//BBBQUE2l5s/fz4CAgLYfyEhIeILTjSC23tCOxc7gwpBl3PX3Dwj537kmMxFL6QgqZNQMhbx5ZdlVnDFzylhwYpeaxe47N1Dscnm+j+CfKoFN8WLFweQvxYlOTmZfa0wly5dQteuXTF8+HC8//77hS47Y8YMJCcns/9iY2PFF5xogxPU3DjsVxPjvOPcGGS8ofK6C5uzClnSsUTdmDMey7NtsePcOPCcsquMWjrF9Uanx1a14KZixYrw8fFBVFQU7/mbN2+iRo0ahb738uXL6NChA/r374+vv/66yG15eXnB39+f94/oiXbOTm7NjRrNUk43/YKMzQ1aOg5Sm3j4tSjCarRkGaFYQ7WhgNUx1FjZZGN3dymF1y8jl5wV3N3dHT179sSqVatgMpkAALdu3cKRI0fQp08fdrnt27fjxx9/ZB9HRkaiQ4cO6NevH7799lvJPRGIs9Jms5TaOTfaOhb2EH8Tz78m7ey7rGPGCHy/LOPcaGwQP90GNFLJklBs9VjyjwxJb5eNql3BP/vsM7Rq1Qrt27dHkyZNsHHjRnTt2hWvvvoqu8zmzZtx4sQJjBo1Cunp6ejYsSMMBgOCg4PxySefsMv16NED4eHhKuwFUYNm55ZSo7mMN7Kvgts88AmQlQp0WyDbKnnNUjrq7iu1FoQfHAnLvxEbmKhWc6Ol81dFvCuHEj3BXewwqxrchIaG4vLly/j9999x7949fPXVV+jVqxeMxmcVSj169ECDBg3YxyNHjgQAXu8nILdrOXEl3DNVOwm1vK7gKoxPolhtkdkEHPk89+/mY4CSlWTfhPRfjNyaB3Vxm6UsIr6fvPILrbkRnXDqwJobgavXS9K8JuWruoGME/apdyaqPv1CyZIlMWrUKJuv9+7dm/27WLFimDdvngNKRbROysVfWWrn3Ci1kWc/Hkw5WfJdOBj5glRNNUvJWQsi4cYuaIRiB3YF580PJTShWFPnu4xcYR8diCbOJM6Jd0PX0K86NZJaGQc0S3G6Jl9LlG+cKOWapbSTUCyO+OZN0YEJr6VXY81SVHPDUvqj0UtYRcENcVLaPAXVSOjlVtkrFVBl5+Swf7u7ucm4ZvmaQjTVw4dTFDkn0VRiefZ9KjVL2VNezU6UKycRuyXHoZD7vMlbX7EAT7h7yHmtEIaCG+L0DJr6Vef4i7Ajcm4ysp8FN57u8l2weOWVsbcUo3InSqmTUPJv5gK7gov8DkgdeFAI/ude9PJayqdyhML3UXrNXOHLyXOEu75VF96+HrKsSwwKbogOaOly5/jmMkd0Bc/kJPAbjTJGDmo1hSiMNxWEqKBNfBd5sd3QHVlzw8u5sSu64Sbqy14cTRB1zHV0zsiNghvinDRaTW3gBTeOqrnh9hRUKLjh1NzIGYQoNUKx2t8IMT2kuBgJeVRyBCnay7lRvhiaUsj+CvloVDlsGvmsKLghTopbW6GhZikVAi3uL1mlAipuzY3FLOfxljG40VCQK7Xmhl/74pjvt0MnzhTcW0p8grXTUPyQ29gAU+hD8VQeYJeCG+KU+NMcaAev5kaFnBulZGWb2L8tAgeVK5Sc0y9o6KYndbRfXkAj4biIHqFY8Zwb3oaLXF5LgavqhKUrOZxWykTBDXFK/BNISzU33J5LKuTcKHRp4c5Szcg4YKaczVKauarCKqFY1AjF4t/vHL2lBAa1ak0N4UCK75XdCcXybE7tmZEouCHOySlybhyDm3OjVBOdxfKs5oaxyLcNXnAj4yB+an8jZK25EXhcxA4g6Mi5pQyCYxtuTZb85XFacnQFl74KTaLghjglfvOPlmpuVMgNcMA2GTOnWYoT6EjFq2miuaVsvF9CcCOkWUrOWjRBhObc6JTCPQftXqXUTWvks6LghjgpbZxA1lTpLeWI2iJus5SMNTfcz9Gio95S0hOKxefcyNIspXTOjYSEYjUGytSqIo+EPYdKp8eTghvinLQ6/YIaCcUW5fN8eDk3FjkTirl/66e3lLyD+AkMbmTo/q18Xouw/dNrng0P7zMvbDEXOBYyoOCGOCXe6a2lk12VuaWebceoVLMUo0zNjVIjFKtN3skyBR4Xkc0bUgMyIQQPxEcpN4qx/orI9tlTQjEhwqnR/GMPfs2J44MbpfKP+DU38uXcwIFNIY4kuVlKQm8r3U+cqaPvCZeovdLpsZADBTfEOWm0t5RVlZJDNmlxwMSZ4PWWkm8b/PLK1yyl9jdC1mYpge9nniaJ2rZq0y9Qs1Q+cuytdYBqd8AqtdJRIx8VBTfE6Wkp54Z7s1aqiSgfB+TcgDO2jZy9pbikBk16TSgW2gzI5GQK3h7g4IkzBQ4YyP1u6HVuKXu/tFoJHopiULldioIb4vS01Zzh+OpziyNybrjNUjI2ffFvctoJUqXi1TSI+EgYCTVa/EoRbdbcCN09g4YCV4eQpepGpU1r5AOi4IY4J0c0xYhgUCGh2BEjFPO6gpuVGedG6g1VS0Gu5EH8LNxaFKFBn7htO3L6BastF72EGon6DqbaXsm8YfY7RwnFhEiko1/8YnBvfkaljgW3t5SsNz75bqhaCm64TTziEorlqbkRu02t5dxIrAjTFzvTDe09Tvk+a6kHOC+2oeCGEDG0mVDM7a1kdNjcUsrXYjEOqLmROi4Qr7u6yhdWqYGClFnBRQc3KtXc2JVTxP2Oa+d0l5fSI43bWqVOjycFN8Tpaaua2vFlcfQgfkrVlEkfG0bGwQUlkhooMHIN7CLgs3JszY3AhGIXmDjTXnbnc9n5vZM7js1bn0HlqhsKbohT4v3K11DNDfdq47icm2d/K9ZDi9cVXJlZwaUGhlpKSJa3K7j4mhshn5VDJ87k/G2xJyjV1DmuDLtb6sQmCtvdG0sffcEpuCFOSvzFX0kGpauWC2CxOCC5mlGmtxT3QmiROPKxRc5pISSS2hVcyqB1/DmiBAQ3jhxQkffbpOjjw0so1sa9U/PszrmR+bNm10Y5N4SIoc2aG944Nw4rl/J5PgxnnBsoVXMj8XhZBzdqJhhL7i3FCzQk5NwIaZZSqenHrvGNNDRAo2Ls/F2k+SY6SigmRDzufUtLg/jZfYWSc4vOXHPD3YTEYMSspZobqePcyFQDKKRZyiJhygehuLUv9tS48WtuNHhDdyC7dz/fcjbeKHtX8DyUc0OIcHbOoOtoasx55ZicG86NT6HeUpJzbqyatdT8VcvrCi4i+JbUW0pkPppDawR4p689NTfcHCadEjM9ggwHI99mpa7zvxVSzQ0homgz50aNWcG5eRWK1WIxnIBGoXFupK7XrNC0EGJIzV+R0ltKbM4Nbx1K19wI/Nz5g/jpk+x1vlYrsX2Y9RkuUnBDnJJBo7MEq1Nzw8nzUazmhtssJWPODa+WQVpgxssLgnZybhxfc8Odl0qbvaW4q7cnkVxsbZQQ5tRUWDLFzcslC0f1Zsq3PlHFKHp9VHNDiHAGR9RWiOL44AYW2X/z5cfNuVEoodgi8aIt9f1y4vWQEpNzI+F3PCMyYHRozg13uwK7givRW8qSno4bTZriZusX7Fr+8bp1uDNiBMxpaUUum7xlC+Lee6/IwImfCG7fTjI5OYWsT6XzIS+hmHJuCBHOoNURSyXe1MRwxMSZBoUG8TPKONGoddClZs6N9BGKxY+Tw/CCFO3X3Ng3iB/neyJjzleerFv/AgAsaWn5agALkjhnLp4ej8DD778vctn4adORsmMnHv74U6HLWdKesn8XVgbu4bJkZtleoVo1Qc+iG1VRcEOcEr+2RkPRDS83wFHTLzy7ECo3txRnvRLHo+EySriJW9PTODf83lZCk244QYqQZimJAZkQvAlT7WqW4vyYMWXLXx4vT/ZvS3q63e8z3X9g97I5iYmFvm7h1sIUFmBxP5pCsnZF96qSPIhf7v8ooZgQEbjNUtqaOFOFZilHzwouYxBhBHf8HImD+DF6qrmRKedGbM2NA7uC27V/Cre8Gtzcnq0+2/7gSdBnI6TnWiHnAr+GrbDNMYU+1jsKbohT4jVLaajmhl8ux3BIQjEvmJQzuNFnzY2FkZa/IiWBlnschRwTh45QzK0ItOP7xCh8XjEmTvBuEtDsJeQwFXFM+TNuOO6ali+hWGrFDVtzQzk3hAjGr7nRTnDDL4rje0sp1hTGnVtKoZwbqblT+WqUVPxaSJ1bSkpVBb8GRmTNjcLd6gXPDaf09AvcPB5BwY2AwhRx3nBHai685ob7SECzlKO6gmvkekzBDXFKBkc0xYjCrUVxUM4N56buiK7gBlmbpbjdlqXdUM0y5gJJxk36lJpzIyG4EV1zk25/LokYBl4ZhXYFl7883AReQTU3QrZR1E3fYmdtH69ZqpDaEbVmBc/7g3JuCBGOV0OhoZwbg8plUa5ZStzYKUVxk/NztHq/VkYoltosJbymjJvMbP+Nmt9DS1mCc24s8tXwFYTJ4dRMKlZzU9SquBFxITU33L+VSCiWihKKCRGPP86NNmtuHFUu7o3UaGCUqRbmHm8BN8yi8Gq3JNbcSJ1VXE6S84fk6i0lpFmK1/SodEKx0N5S3PNdAWaxwY18CcW8CUQLy7mxs1lKLdwroJoouCFOid/lWUPBjRrNZdYXWAVuTLxgUqFmKYPERGXrG7lWam4yckQEbRJ6LolNKLaYn3VFVrwrOG94o6K3xZvPTEPNUoI+myKbpbgBbWFBE68veCGbs7dZyjqj2K63FbZCAFRzQ4goBnBrErQT3Bh4N2sHJRRb/8pTommMlw8gY7MUb/wcicGNhnpLcT3Nsj2KrC28AEVg7pbYJi1ezY3SwY3QcYA4wY3SzVLCEoqFbKSIhGLuZKuF1Nzw048Ky7mx/T5FaeRyTMENcUr8hGINNUeoMnGmdc2N/MeD2xRlVKjmRmoXc+ubpJrjenDLYhaTUCxhEEDuCMWCusdbODU3AraZY87B7pjdeJjx0O738AIUe5oTFZ5LjhHdLGV/WYr6PvJ6S5kLOSa8ihuDzfXaPcl4voobaceXEooJkUCzIxRzqDHOTe4TStTccAfbky/nxp3TPmGQnHOjnZobbs8t9+wngt/Pq7kR2izFC4xE5twIyF/6X+T/MOXwFAzdNdTu9/Bqbuw4f7m1cop0BTdxg5vCj5m9ib+AsOPIS7OycxA/6/cVupwd25UFm1BMOTeECGZkNNospUYukANqbqDEiNDWF3CJ67W+kYvpgi2XHNOzSRLdTPYP55+HPwqtY0YotnBrLwQkje+9vRcAcDvltt3v4efcCKu5UeJ85w/iV0Qzoh1zTxW4bFG9pbhNv4U1SxXx2Ob7bNXw5Gu/snOFtrajkR+bFNwQp6TZmhveaMGOmlvKsTk3svWWsi6nzDU3agY32dnPghuTwV3w+7k3CKHNWtyaECE9yCwim6U8jZ5FL2TFIDAviFeToUhCsf05N/xJLYtoauIFN0Usy+tBZm9vqUJqaPJdFuxbTjLqCk6IeFqdfkGNQCv/HDIKNM/wekvJFdzwyym1t5R1cGNW4jjYKSeHO1uzmO+E+GYpblAnpFmK11tKQHDjbhQevPHGuRE6cabSzVJF1cyY7O8yz2viEpJzU9gxsV6NjUXzXxcK3bzg5WyvIO8PapYiRDCjCr2S7MHrLaXCxJmAwHZ+e/FyHmQKGqxzZCTmzJit3q9mQrGJM3O1mOkqpCQUm0U2S5ktnDIL+Cw8jB52L5uHG6DYlStlcWCzVBFd93ndxos613hd2ItY1s6aG+tmH3sTim2tU6kRiqnmhhARaJwbDquaFCUGs+M2Rck1CnO+6RakBjeMNmtuRM0KzusKLqXmRkCzFKfmRukmPV6zlD05LAo3Sz1Iu/ds9UXk3HDLezcl1u5lM3MyCl+Wd0wENEsVutaC1y9uDXZvKPf/FNwQIhy/hkQ7XcG5HBXcGMz8i7GcE1uyLPI3S1nXDkidW0pLCcXZZk6zlIifxhYpNTcic27MnJwbOWd+LwivWcqOrtdKN0ulZSSzf+dw8qUKxClvcvrjQhfl7tvdJ0UkXNs5sGG+hGJbNTJWz9v6Gik2t5TKKLghTsnI672jXjmsGRTu1VHgNjnNCYBCzVK8/ZLnxmex+sXO7a0jhnWzlJo1NyYTd7Rfib3AJNTcCGuWUmbm94JwAxSzPZ+7wsGNO/OsmiE140nhReEELG6FJf4CvN5SlqKau7gBrb3j3BT02I71i3m/3dugruCEiMetFXFUryR78GtrHBXc8GtuFBnvhXOTNMrUWypfOXVUc2PmJedKbJaSUnMjpFlKZHAjptnNyM25MWXbXpDdiLLBjYnTjFhUzQ23qclYWBACfiBU5LJ2TrlhXRtnb86NrVGPrZ+XkqvGfavRSMENIYIZtdoVXIVp46ybpaxrRGTZBi/nQZ6gwbqmxq7ci8LWp6WcG4nzNJl4zVJCa26EdbNmtymytxR/2/b0fOLvj8WeZimFE4pN2c+CGxOvp1tBC3MDlqJ6S3GWNcmUUGyyTpy3tTr7knPyN19JCG447zWoHF1QcEOcklGF5h+7qDDOjXXNTU4RvxBF4dXcyBM0WOfYSM25MVknVqtac8OtjRD+/TRLSCjmvldIkGJhpAc3ORY75tGybo4satA8wL4pGiQw5zz7vEwCam7cTIV/NibOeo1FjmZsX0KxJcfq/LMzT9hWzY11MGMpImArDD+4oZobQgQzcifO1FDNjcGq5sYR3ZHzBTdC5saxE39EaLmapayq16X2lrK6aVrn4DgSN49ETM6NiTs/lNCaG9HNUs+Ol0nkscs229HEZPW521NzA7OyzVJmTtNYUTU33PIWFbBwm7iMRQRCFjvHubHkq7mx1SxlX41Mvpo0CTU3FgpuCJGGH0RoJ+eGV3NjYGCWcKGwm9UNRYnghjeIn1zNUjJ3BTdZlctkFj4bt1y42zaLaZaSUnMjsqcVt+YrR8jgf5xt2BPc5LuZ5hTROwmwGmfJ7qLZjVtzw/27IDmc8hbVLJXN6f5tKCrnhtfyW1jNjVWNp41F8+XS2Ni+dRwlqeaGm3NDCcWECGdUY7A8O1iXxaREE5EV64RMJbZpUKBZCta/QGWefiHbnkRVhXC7VZvENEsJnFiSi7u8kFoj7vETEtxwm6Lsapayrrkpqus1+HlkSgQ3Fm7OTXbhNTeZGWns30UGN9nc4KbwY8qvuSksuLEe+sHO5iYbE4JSzg0hGsLNuXFn1PuFnh//wmDdVKIIq1/LJgVqbtw4x1i+Zinr3AGpNTdWwU0Rv8CVxO1WbTIIDza532ihc0txa4qEvJdXZgFBEbe2xq6aG6tzgrHjc+Im0SoR3DBZzwIaSxHlycp6yv5dVJIwN7gpallujFJos1S21flnq+bGbF1DVvB5Szk3ChMzqqoSI7ES5+DGybkpxgifdVkp7lY3fnP2UxtLyoexrrnJKnwkVDF8zJxjLNMgfjnWiaQSx7mxvh5kF9XrRUEWXqAgHC8pWHDNzTPZAj4rbm+zHAFBUQZn1nN7ghuT1ffVYiq65obfW8ruotnNksVpliqixi/raeqzshTx4yUn/Vktj8FGzUkebnBTWN6LJdu+mhuzVTBlK7ix3pYsOTcGGucG8+fPR1BQEDw8PFCvXj0cOHBAkfcQfeHm2RRjMuQfZlOk4gw/mLGkJ9tYUkbWXcEz5d+mN2e/pCb+5snIshp8UGIuT76am8w0G0sqz8IZWNEk4m7My7kR+N3mBkaZAmrZzLycG/u3mZn+gP0722JHcJPFD2aYbDtq2Lg9lMzyJ+pzy2DOKbwmOCs9hf27qCThnPRn501ROTe80RYKG+fGKkixVdOSLwiyEYjlGw9HUs1N7v/VzrcBVA5uvv/+e3z66adYs2YNkpOT0adPH/To0QPR0dGyvofoD7f7t7vBAhQxb4uj+DL8G6oSgYY1xjpxNuOx7NvwsXCq4u3Jq7CDdXAjdVoHi5l/08zJeCRpfVJkm58dLxMYwTdjbnCTJbAZkLt0loBjms3ZTo6AZqlMTu2kPTU3OZn8mlZzth3nLqfWwwjAkiHv+S6kWSo7/VnNTZG9pdK5+TlCmqVsL2cd3ORkFRy0mLOsfvRYdyHP25ZVMCNlhPO82lO1m6QAlYObRYsW4c0330SnTp3g6+uLOXPmIDAwEN9//72s7yH6kpOTAw+ryv5sR9SQFMWUBR/kXiQfMb4AACYjpbB3yMP6hpIp/zZ9LM9uSCXM8gQNWRlWNSsSg5scM399aU+TJK1PikxOMx5jMMAkMEDh1r6kCshFMllMyODcVzLt6Zqdtx2RSdDc7aXbEcw/fcoPvnOePinyPUarG3VWmrznu5DghlsbU1RCcQ4nEGIshd/wzZwpIHJMtpfNybAKbjIK/rFhtvrxYMoouJk2J9t6GhTxNTem7Nzgxt1L9UYhuKu14YcPH+LmzZto27Yt+5zBYEDbtm0REREh23sc6ey+dbAUdWOx4xecfb1/7FjGjkXk25bj9isn7TGaGszIZDxghhHFDVm4/NdSWEpVtmP98jMwZhjNOTBmPUaD/56LZwJRypCGhP1fI/rfa7bfXMBxy5djYf3Q6nG9J4d5wyG7nf0F/2TLl49mYCxohGe/lMszSTiz9Tsw//02eva5Ms/mleE+xy00w7DPpUef5G3nUuZlnNg4+b93WXKXZZf/72/Gwlmnhfd6hNtD3vr+uLYGsUl3/lufHcfZ6rmCvtK81wv56x83/g38i41jEeDmn299xbzcUNbP+9n+WMzINGcgk1Ot/8gI7Dj04X9bz91XJm+/mf/K9N/jRyZ+s+hVZGLHoQ//e2fucuw+MNz1AWfNz65djwwMth76AEaDkV0+93gwvP1MMWUgi/PdW3t8Hh7/uz93GQP3GFrg+e8DeNxPRfrNWFThlNHj7+s49MUwMAyT2wTHMP/9nfv5WiwMKl3n18pFfPY23EKCwfgF/1c2hm3WZJhn+8n7Gwxg4R6HZ8eg0qVEdt3+EVdweMW83HYiiwWM2ZI7QrfFAlgYuG3azS7rlc3g0E9zc3fUkvv9ZCz/fS8tFrht2gNvdx9EVXkFCeVbIXbBDzAYmNzEKO7X2wKkM9XZ9T7J8cX5H3aBsTBgLMx/q879nC5eNQLwYpc9t/IYyge7/Xd6MOz/o2PMAPzY5S7vvI6s27HsaWX57/83YtzBree48ncCMlKF1c4yYGAxM0i4lRt0eni6CXq/EgyMI0YZK8CVK1dQp04dHD16FK1bt2afnzx5MrZt24br16/L8h4AyMrKQhYnMk9JSUFISAiSk5Ph75//giPW7bm1UYmJk219pHDXEAZfpOM53FO7KDwPGX/c9a6GBllnHLrdm4ZKqMYUMfOwBOmMF7yRDaPMGZ2nUAdNEYnWFSsg2U36RTHQZMYDd/UvrlL5WCzIMRhg0kD+ghxG7TSj03lt5MY5ksVgRESzucjyLqV2URwmKMwf/aY1VmTdKSkpCAgIKPL+rVrNTR7rHg4Wi6XILGuh75k/fz7mzp0rvpB2SvSri9SsMnYty9g985B9y9m7voIuLQYb77X3MsTYffGVcV8MRrg1H4UHFgYPTn4PDyZbtdFuGBiRY/CA6b9/htq9UaJcJZw/8BnczQXlBoi4WRVxjB+XrI9Knd7GP3/OhHe20JybostjNrgjq8EbYDKT4X19C9s1/NlnZeA95nQIzX1sMBS4DONRDOV6fYS/D/yMajl/I9NkYV/P+y+D3O+o9Tr5fxsAA1DWUBIv13kTqy5+gSyD7V+fefEZf88N+Z6z9XcBW3/mv3WXcS+PGmVa4FDinzAbCm5acjca4e2R96vZ8N/nbISbwYD+Yd2QkvUYu+L/hhmWfOXjnrd51z/Df8/3q9wTdx5dR8Tjq+y4NwbOOwz51wCDAWgUUBUV/Ctiy539bHdw6300gH/F8IARnQIb4Ojjq3hizgD303r2qRvgWTobsZXMsBgBs6cRJV9qhQcHT8DzSXbu55FvQ7mfKZP7P1jK+cO/0fNI2XoIBjMAoxsMHsU4B/+/Ba3+b8hbF7jP/fe94pxX2bXCYEpJhld0Qm6NjsEAxsj5ZzCAccv9LjPFfOBRORRupy7m1r4YAMaY+/nlvg/s35bi3ggodwGp8RU4O5dXA/nsn5+nL0KCjDCZgbj77gADGAwMDOD8M+SeEV4eDELCvHHthglmi/G/5fL2kGF3193IoGpNH0Rdy0CWye2/1y38dcICdyYHtQa3w42rWTZzeIri5maA0d0Id08j6rd7TtQ65KRazc3jx49RqlQp/P777+jXrx/7/ODBgxEXF4dDhw7J8h7AcTU3hBBCCFGOvTU3qmX9lCxZErVr18bBgwfZ5ywWCw4ePIhWrVqxz5lMJmT/103P3vdY8/Lygr+/P+8fIYQQQvRJ1ZTmadOmYcWKFfjjjz8QHx+P9957D2lpaRgzZgy7zOjRo9GwYUNB7yGEEEKI61I15+aNN95AWloaZsyYgXv37qFevXrYu3cvnnvuWXudh4cHvLy8BL2HEEIIIa5LtZwbNdnbZkcIIYQQ7dB8zg0hhBBCiBIouCGEEEKIrlBwQwghhBBdoeCGEEIIIbpCwQ0hhBBCdIWCG0IIIYToCgU3hBBCCNEVCm4IIYQQoisU3BBCCCFEV1SdfkEteYMyp6SkqFwSQgghhNgr775d1OQKLhncpKamAgBCQkJULgkhhBBChEpNTUVAQIDN111ybimLxYL4+Hj4+fnBYDDItt6UlBSEhIQgNjbWZeason2mfdYjV9tfgPaZ9tk5MAyD1NRUBAcHw2i0nVnjkjU3RqNR0VnE/f39nfJLIwXts2twtX12tf0FaJ9dhTPvc2E1NnkooZgQQgghukLBDSGEEEJ0hYIbGXl5eeHDDz+El5eX2kVxGNpn1+Bq++xq+wvQPrsKV9lnl0woJoQQQoh+Uc0NIYQQQnSFghtCCCGE6AoFN4QQQgjRFZcc50YJZrMZkZGRMBgMqFOnTqGDC+mFxWLBmTNn4OPjg7p166pdHIdISEhAUlISKleuDD8/P7WL4xCJiYlISEhApUqVUKpUKbWL4zBpaWk4f/48ypUrh6pVq6pdHMVcuXIFjx494j1XsmRJ1KlTR6USOc7Tp09x/fp1VKxYEYGBgWoXRzH379/H9evXC3wtPDwcvr6+Di6RAzBEsrNnzzKVKlViKlSowJQrV46pUqUKc+nSJbWLpZisrCzm008/ZcLCwpiAgACmY8eOahdJcXv37mUaNWrElC9fnqlfvz5TrFgx5r333mMsFovaRVPM6dOnmVatWjHPPfccEx4eznh7ezODBw9mMjMz1S6aQ7z66quM0Whk3nzzTbWLoqju3bszwcHBTKtWrdh/kydPVrtYirJYLMyHH37IFCtWjKlfvz4TGhrKvPvuu2oXSzG7d+/mfb6tWrViQkJCGIPBwMTExKhdPEVQzY1EOTk56NevH9q1a4dffvkFDMNgwIAB6N+/PyIjI3VZg/P06VOkpKTgwIEDmDNnDu7evat2kRR369Yt/Pjjj2jYsCEA4MyZM3jhhRdQo0YNjBo1SuXSKSMmJgZff/01wsPDAQDR0dF4/vnnsWzZMkyZMkXdwinsxx9/REJCApo1a6Z2URyif//+WLJkidrFcJhPP/0US5cuxdGjR9lz+ptvvlG5VMrp3LkzOnfuzHuubdu2qFq1KipVqqRSqZSlvzuvgx06dAj//vsvPvjgAwCAwWDA+++/j2vXruH48eMql04ZJUuWxPz58xEaGqp2URzm7bffZi+CANCoUSM0a9YMx44dU7FUyurXrx8b2ABAWFgYKlWqhLi4OPUK5QCRkZGYM2cOVq1apcsfJwVJS0vDP//8gzt37hQ527Kze/r0KT777DP83//9H++cHjt2rIqlcqyoqCgcOXIEb731ltpFUYxrnLkKOnfuHAICAlClShX2uQYNGsDT0xPnzp1TsWRESenp6bhy5YquczGA3JrJY8eOYe/evZg8eTIePXqEd955R+1iKSYjIwMDBgzAwoULdfuLtiCrV6/GyJEjER4ejlq1aiEiIkLtIinm1KlTSE1NRc+ePZGQkICzZ88iOTlZ7WI51PLly1GqVCn06dNH7aIohoIbiR49eoTSpUvne7506dL5kvSIfowfPx4Mw+Dtt99WuyiKSk1NxfTp0zFlyhR8//33GD58OMLCwtQulmImTpyI8PBwvPbaa2oXxWFef/11JCUl4fz582xTXO/evfHw4UO1i6aI+Ph4AMCKFSvQsGFDjBgxAuXKlcPEiRN1X2sF5HZ++fXXX/HGG2/oepRiyrmRyMPDA5mZmfmez8jIgKenpwolIkr74IMPsH79euzZswdBQUFqF0dRpUqVYpvebt26hRdeeAE5OTmYP3++yiWT34EDB7BmzRqsX7+e3eeUlBTcu3cPx44dQ4sWLeDm5qZyKeU3cOBA9m8vLy8sXboUJUuWxIEDB9C/f38VS6YMDw8PALk5ZLdv34anpyf++ecftGrVCs8//zyGDh2qcgmVtWPHDiQkJGDkyJFqF0VRVHMjUaVKlfDgwQNkZ2ezzz19+hTJycmoWLGiiiUjSpgzZw6WLFmCnTt3okWLFmoXx6GqVKmCvn37YufOnWoXRRFZWVkIDw/H/PnzMX36dEyfPh23b9/G6dOnMX36dGRkZKhdRIcICAiAt7e3bnOr8nIFR4wYwf4Abdy4MRo3boyjR4+qWDLHWL58OVq2bKn7rv5UcyNRx44dkZOTg127dqFXr14AgL/++gtGoxEdOnRQuXRETh999BG+/PJL7NixA61bt1a7OIp7+vQpihcvznsuKiqqwGZYPejWrRu6devGe65169aoWbMmfv75Z5VKpazs7GwYjUa4uz+7FRw5cgSZmZm6HbuqYcOGKFOmDC94s1gsSEhIQJs2bVQsmfISExOxfft2/PTTT2oXRXEU3EgUFhaG0aNH4+2330ZycjLMZjOmTJmCCRMmoHz58moXTzGnT59GVlYWkpKSkJycjGPHjsFgMKBVq1ZqF00RixYtwocffohPP/0UBoOBbbYoUaKEbm8CvXr1Qtu2bdGoUSOYTCZs3rwZBw4c0G3NjStKSkpCz549MXLkSFSrVg3Xr1/HvHnz8NJLL6Fjx45qF08R7u7uWLBgAaZNmwaj0YiKFSti1apVePToke5z6H799VcUK1YMr776qtpFURzNCi4Ds9mM7777Dtu3b4fBYECvXr0watQoXXcj7dOnD5KSknjPubu749ChQ+oUSGGTJk3C6dOn8z3fpEkTLF68WIUSKS8tLQ3ffvst/v77bzAMg5o1a2L06NGoXLmy2kVzmHfeeQeVKlXCtGnT1C6KYm7duoVvvvkGkZGRCAoKQufOnTF48GAYDAa1i6aobdu24ZdffkFqaipq166NSZMm6T6VYMSIEahcuTJmzZqldlEUR8ENIYQQQnRFv1ULhBBCCHFJFNwQQgghRFcouCGEEEKIrlBwQwghhBBdoeCGEEIIIbpCwQ0hhBBCdIWCG0IIIYToCo1QTAghTm7//v24ffs2BgwYkG/KjKLcuXMHjx49AgDUrVuXNxUDIc6Kam4IIcSJ/fLLL3jvvfewZ88edO/eXfD7f/jhBwwbNgxNmzbFgwcPFCghIY5HwQ0hRJJ//vkHK1euVLsYupaVlYXFixcjKysr32v79+/HTz/9hHXr1uHBgwcwmUyC1v3JJ5/g/PnzCA4OzvfaN998QwEPcUoU3BCiovT0dGzZsgXffvsttm7dipSUFFnXv2vXLuzYsYP33MOHD7Fw4UKkp6fLso1Dhw5h0aJFsqxLTXIfFzl98cUXOHHiBLy8vPK91rt3b0yfPh2TJk0qsFnp+vXrOH/+fL5/9gQt//77L2bOnCnbfhDiKDS3FCEqOXXqFHr06IGwsDA0btwY8fHxuHDhAubOnYshQ4bIso1hw4bBZDJh9erV7HOXL19GvXr1kJCQgHLlyknexuHDh3H27FlMmjRJ8rrUJPdxkUtKSgqee+45HDp0CA0bNsz3+tGjR9G5c2dkZmbi0qVL+Wap79evH6KiovK9b8aMGRgwYAD7ODQ0FCdOnODte3x8PEJDQ3Hjxg2EhobKt1OEKIwyxwhRybhx49C+fXusX7+efS4lJQUXLlzgLZeeno7du3cjPj4ejRo1QvPmzQHkzkafNyO5u7s7QkND0alTJ/j6+gLIDToiIyNhsViwcOFCALm/8n/55RcAwHfffQc/Pz9Uq1YNL7/8MgAgIyMDO3fuRHx8PKpUqYIXX3yRrQlISEjAmjVrMHbsWOzZswfR0dHo06cPihcvjtKlS7Pl3bFjB4xGIxo0aIDDhw8jPT0dHTt2RKVKlXj7dePGDezbtw9lypRBu3btcODAAYSEhKBly5b5jlVkZCT279+P8ePH854/d+4cIiIi8M4777DPnTp1CqdPn0apUqXQtm3bfM0taWlp2LVrF5KSktC0aVM0btwY6enphR6XBw8eYOfOnUhOTkZ4eDhat27Nru/OnTvYsGEDJkyYgG3btrGJveXLl8+3H0BuE9O2bduQmJiIF154AZ6enjh48CDGjBlT4PKrV69GxYoVCwxsLBYLxo8fj08++QRz5szBxYsX8wU3GzduLHC99ggODkabNm3w448/4tNPPxW9HkIcjZqlCFFJdHQ06tWrx3vO398fL7zwAvv4woULqF69OubOnYuLFy/ivffew5QpUwAADMMgMTERiYmJiI6OxhdffIHatWsjOjoaAJCamoqMjAxkZGSwy2VmZuLhw4cAgPv37yMxMRGPHz8GAFy7dg01a9bEsmXLcPXqVcyaNQtNmzbFkydPAAC3b9/G1KlT0aZNG/zwww+IjY1FVlZWvmap3377DRMnTkT79u2xf/9+bNiwAXXq1MHZs2fZZf744w/UrVsXu3btwl9//YWmTZti6tSp2LNnT4HHys/PDxMnTsSpU6d4z3/00Uc4cuQIgNwb/WuvvYb+/fvjwoUL2LRpE+rUqYPt27ezy586dQpVqlTBggULcOHCBbzzzjv48MMPYTabbR6XEydOoGrVqli+fDnOnj2L3r17Y9CgQew6b9y4galTp6JVq1b45ZdfEBsbi5ycnAL34/bt22jevDmWLl2Ky5cvo3v37hg/fjxWrVpV4PIAsHPnTrRt27bA13766SdkZ2dj/PjxqFu3Ls6fP29zPbYkJibi/PnzyM7ORmRkJPv9ydOuXbt8TZuEaB5DCFHFoEGDmFKlSjGLFy9mLl++zJjNZt7rFouFqVmzJjNgwADeaydOnLC5zgEDBjAjRoxgHw8dOpQZPHgwb5lLly4xAJiEhATe840aNWJmz57N23779u2ZyZMnMwzDMBEREQwAZu7cubz3ffHFF0yDBg3Yx4MHD2ZKlizJJCYmss+99NJLzBtvvMEwDMNkZmYyzz33HPPhhx+yr+/cuZMBwHvO2gsvvMCMHz+effz48WPG09OT2bp1K8MwDLNs2TKmZs2aTFpaGrvM//73PyYoKIgxmUxMTk4OU6lSJWbEiBGMxWJhlzl58qTN42KxWJgGDRoww4cPZ5+7du0a4+HhwWzatIlhGIbZu3cvA4D58ssvbZadYRjGbDYzDRs2ZEaPHs1u/+LFiwwAZsyYMTbfV7FiRWbJkiX5nn/8+DFTpkwZZv/+/QzDMMzo0aOZF198sdAyFOS7775jGjRowP579913ea///vvvjNFozPf9JETLqFmKEJXkVfUvXboUkyZNQokSJdCzZ098+umneO6553Dx4kVcu3YN69atg9H4rJK1WbNm7N8mkwl79+5FTEwMnj59ipycHFG/3qOionDmzBl06tQJS5YsAcMwYBgG3t7eOH78OG9Ze/KB2rVrh6CgIPZx48aNcfDgQQDAxYsXcffuXbz99tvs6127dkXFihULXefrr7+O2bNnY9GiRXBzc8Pvv/8Of39/dO3aFQCwbt06lC9fHj/99BNb/uTkZNy7dw+3bt3C/fv3cfv2bcycORMGg4Fdb9OmTW1u886dO7hw4QKWL1/OPlejRg107twZW7duxSuvvGL3cfnjjz9w69YtHDx4kN1+vXr14OXlhQYNGth83+PHjxEQEJDv+Tlz5qBdu3bo0KEDAKB+/frYtGlToWUoyOjRozF69GibrwcEBMBisSA5ORklS5YUvH5C1EDNUoSoxNfXF59++imio6MRFxeHr776CkeOHMGLL74Ik8mExMREAMiXq5InKSkJtWrVwtSpU3H27FkkJCQgLS2NHZBNiLi4OAC5OT93795FXFwc4uPjUbt2bfTu3Zu3bJkyZYpcn7+/P++xh4cHsrOzAeQmqRqNxnxJuwV1Rebq378/Hj9+jH379gEA1qxZgwEDBrA5QXFxcTCbzbzyP336FJMnT4a3t3eRx7Mgd+/eBQA899xzvOdDQkLY1/IUdVy2bduGdu3a8Y7NkydPkJWVhfDwcJvv8/f3R2pqKu+5K1eu4JtvvkFwcDAWLlyIhQsX4vz580hKSkJ8fLw9u2a31NRUGAwG+Pn5ybpeQpRENTeEaEBwcDCGDBmCgIAAvPzyy7h58yYCAwMB5CbylihRIt97li9fjuLFi+Ps2bNszc68efNw/fp1wdvPSwgeMmQIWrRoIX5H7BAUFASLxYKHDx+y+wjk5roUpmTJknjppZewZs0a1K5dG0eOHMGCBQvY10uXLo2aNWuyydPW8nJJEhISEBISYldZ85KCk5KSeDVRiYmJNhOGbbl79y5q1arFe27Pnj0wGo35cq+46tSpg5s3b/KemzhxInr27Al3d3c2aPPz84Obm5vNMWvEioqKQo0aNWjkYuJUqOaGEJVERETke+7OnTswGAwoV64cGjRogIoVK+Lrr7/mLZN3o0tJSUFAQAAb2GRlZWHNmjW8Zf39/fH06dN8zwHgPV+nTh1Uq1YNCxcuBMMZHSInJwdXrlyRsJf51a9fH4GBgfjtt9/Y506ePIlbt24V+d7Bgwdj8+bNWL58OapUqcL2HANye4KtW7cOsbGxvPfk9T5r1qwZypYta/N4FnRcQkNDUa1aNfz666/scwkJCdizZw86depk7y4DyA2UuMcyJSUFs2fPRrVq1VCsWDGb7+vcuTOOHj3KPt6yZQsuXLiANWvWsLU2ef8qVqyYr7edVEeOHGGb/ghxFhSKE6KSBQsW4M6dO2jVqhXKlSuH69ev4/fff8eHH37I5jasXLkSPXv2RFRUFJo3b45Lly6hVKlS+PnnnzFw4EAsWrQIr732GqpVq4bNmzcjLS0Nbm5u7DbatGmDYcOGYdasWShRogQGDRqEChUqoHLlyhg/fjzatWuH6tWr4+WXX8aaNWvw0ksvoWXLlnjxxRfx6NEjHDhwAFOnTkXt2rVl2+9ixYph/vz5eOeddxAZGYmAgABs2LABZcuW5eUWFaRnz55wc3PD/PnzMWPGDN5rU6dOxdGjR9GwYUMMHjwYvr6+bO+qPXv2wNvbG7/++iv69OmDyMhING7cGGfPnkVYWBiWLl1q87h8/fXX6NWrF+Li4lC5cmX89ttvaNGiBQYPHixov0eNGoWOHTuyn9fWrVvh6elZ5LEdOnQoZs2ahcjISFStWhWTJ0/GpEmT4OPjk2/ZqlWrisq5suXhw4fYu3cvPv/8c9nWSYgjUHBDiEq2bNmCy5cv4/Dhw0hMTETTpk3x/vvvo2bNmuwybdu2xY0bN/D777/j/v37GDZsGHr16gUAaNCgAS5evIhNmzYhIyMDCxYsQOnSpbF//372/f369UPx4sVx6tQpJCYmIicnB25ubjh69CjWr1+PxMRENlekSZMmuHnzJv744w/8+++/qFOnDiZPnoywsDAAuU1nkydPhqenJ28/mjRpwguounfvni9IadGiBS8pduTIkahVqxZ2796NwMBA7N+/Hz179iwwcZbLy8sLixcvRmRkJIYPH57vtV27dmHv3r2IiIiAp6cnpk2bho4dO7LLdO3aFTdu3MAff/yBR48eYfTo0XjppZcAwOZx6dy5MyIjI7Fp0yY8efIEn3/+Ofr06cPuY6VKlTB58uRCyw3kBpoRERHYsWMH/P39sW3bNvTq1avQfBsACAwMxLvvvotFixZh/PjxeOWVV3jj+nCNHDlS1pybr7/+Gr1795Y1uCXEEWiEYkKIw8XGxqJChQpsgHDhwgU0bNgQERERhfZe0hOz2QxfX19s2rQJ3bp1K3TZ1NRUfPrpp5gzZ06BUzAo5eOPP8bw4cPzJVQTonUU3BBCHG7Hjh348MMP0blzZ6SlpWHlypXo3bs3/ve//6ldNIeJjIxE3bp1ER8fLzg5mRBSOGqWIoQ43EsvvYQKFSpgz5498PPzwx9//MGO1+JKZsyYQYENIQqgmhtCCCGE6Ap1BSeEEEKIrlBwQwghhBBdoeCGEEIIIbpCwQ0hhBBCdIWCG0IIIYToCgU3hBBCCNEVCm4IIYQQoisU3BBCCCFEVyi4IYQQQoiu/D8qBIGbppUsRgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots()\n", "for idx, (i, a) in enumerate(zip(imgs, ais)):\n", " jupyter.plot1d(a.integrate1d(i, 1000, unit=\"q_A^-1\", method=method), label=\"pos%i\"%idx, ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Rotation of the detector \n", "\n", "The advantage of translating the detector is that it simulates a larger detector. However, this approach quickly reaches its limit: as the detector height increases, the solid angle decreases, inducing artificial noise. One solution is to keep the detector at a constant distance and rotate it instead.\n", "\n", "This setup is common when mounting a detector on a goniometer.\n", "\n", "### Creation of diffraction images\n", "\n", "In this example, we will use a Pilatus 200k with two modules. It has a gap between the two detectors and we will see how the *MultiGeometry* can help.\n", "\n", "As previously, we will use LaB6 but instead of translating the images, we will rotate them along the second axis:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:38.752630Z", "iopub.status.busy": "2026-09-15T08:19:38.752531Z", "iopub.status.idle": "2026-09-15T08:19:38.757230Z", "shell.execute_reply": "2026-09-15T08:19:38.756494Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "None\n", "0.035002\n", "0.041881997\n" ] } ], "source": [ "det = pyFAI.detectors.detector_factory(\"pilatus200k\")\n", "p1, p2, p3 = det.calc_cartesian_positions()\n", "print(p3)\n", "poni1 = p1.mean()\n", "poni2 = p2.mean()\n", "print(poni1)\n", "print(poni2)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:38.758829Z", "iopub.status.busy": "2026-09-15T08:19:38.758740Z", "iopub.status.idle": "2026-09-15T08:19:39.017080Z", "shell.execute_reply": "2026-09-15T08:19:39.016374Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ai = pyFAI.load({\"dist\":0.1, \"poni1\":poni1, \"poni2\":poni2, \"detector\":det})\n", "img = LaB6.fake_calibration_image(ai)\n", "\n", "jupyter.display(img, label=\"Pilatus 200k with LaB$_6$\");" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:39.018884Z", "iopub.status.busy": "2026-09-15T08:19:39.018785Z", "iopub.status.idle": "2026-09-15T08:19:39.157373Z", "shell.execute_reply": "2026-09-15T08:19:39.156501Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "jupyter.plot1d(ai.integrate1d(img, 500, unit=\"2th_deg\", method=method));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will rotate the detector with a step size of 15 degrees." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:39.159690Z", "iopub.status.busy": "2026-09-15T08:19:39.159591Z", "iopub.status.idle": "2026-09-15T08:19:39.986973Z", "shell.execute_reply": "2026-09-15T08:19:39.986108Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Pilatus 200k\t PixelSize= 172µm, 172µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.500200e-02, 4.188200e-02 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 100.000 mm\tCenter: x=243.500, y=203.500 pix\tTilt= 0.000° tiltPlanRotation= 0.000°\n", "Detector Pilatus 200k\t PixelSize= 172µm, 172µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.500200e-02, 4.188200e-02 m\trot1=0.000000 rot2=-0.261799 rot3=0.000000 rad\n", "DirectBeamDist= 103.528 mm\tCenter: x=243.500, y=47.716 pix\tTilt= 15.000° tiltPlanRotation= -90.000°\n", "Detector Pilatus 200k\t PixelSize= 172µm, 172µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.500200e-02, 4.188200e-02 m\trot1=0.000000 rot2=-0.523599 rot3=0.000000 rad\n", "DirectBeamDist= 115.470 mm\tCenter: x=243.500, y=-132.169 pix\tTilt= 30.000° tiltPlanRotation= -90.000°\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Detector Pilatus 200k\t PixelSize= 172µm, 172µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.500200e-02, 4.188200e-02 m\trot1=0.000000 rot2=-0.785398 rot3=0.000000 rad\n", "DirectBeamDist= 141.421 mm\tCenter: x=243.500, y=-377.895 pix\tTilt= 45.000° tiltPlanRotation= -90.000°\n", "Detector Pilatus 200k\t PixelSize= 172µm, 172µm\t BottomRight (3)\n", "SampleDetDist= 1.000000e-01 m\tPONI= 3.500200e-02, 4.188200e-02 m\trot1=0.000000 rot2=-1.047198 rot3=0.000000 rad\n", "DirectBeamDist= 200.000 mm\tCenter: x=243.500, y=-803.506 pix\tTilt= 60.000° tiltPlanRotation= -90.000°\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "step = 15*numpy.pi/180\n", "ais = []\n", "imgs = []\n", "fig, ax = subplots(1, 5, figsize=(20,4))\n", "for i in range(5):\n", " my_ai = copy.deepcopy(ai)\n", " my_ai.rot2 -= i*step\n", " my_img = LaB6.fake_calibration_image(my_ai)\n", " jupyter.display(my_img, label=\"Angle rot2: {:.1f}$^o$\".format(numpy.degrees(my_ai.rot2)), ax=ax[i])\n", " ais.append(my_ai)\n", " imgs.append(my_img)\n", " print(my_ai)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:39.988987Z", "iopub.status.busy": "2026-09-15T08:19:39.988890Z", "iopub.status.idle": "2026-09-15T08:19:40.373606Z", "shell.execute_reply": "2026-09-15T08:19:40.372753Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(figsize=(15,8))\n", "for i, a in zip(imgs, ais):\n", " jupyter.plot1d(a.integrate1d(i, 1000, unit=\"2th_deg\", method=method),\n", " label=\"{:.1f}$^o$\".format(numpy.degrees(a.rot2)), ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creation of the MultiGeometry\n", "\n", "This time we will work in 2theta angle using degrees:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:40.375124Z", "iopub.status.busy": "2026-09-15T08:19:40.375020Z", "iopub.status.idle": "2026-09-15T08:19:41.017184Z", "shell.execute_reply": "2026-09-15T08:19:41.016303Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MultiGeometry integrator with 5 geometries on (0, 90) radial range (2th_deg) and None azimuthal range (chi_deg)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mg = MultiGeometry(ais, unit=\"2th_deg\", radial_range=(0, 90))\n", "print(mg)\n", "fig, ax = subplots(2, 1, figsize=(12,16))\n", "jupyter.plot1d(mg.integrate1d(imgs, 10000, method=method),\n", " ax=ax[0])\n", "res2d = mg.integrate2d(imgs, 1000,360)\n", "jupyter.plot2d(res2d, ax=ax[1]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## How to fill-up gaps in arrays of pixel detectors during 2D integration\n", "\n", "We will use an ImXpad detector which exhibits large gaps.\n" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:41.018994Z", "iopub.status.busy": "2026-09-15T08:19:41.018894Z", "iopub.status.idle": "2026-09-15T08:19:41.088276Z", "shell.execute_reply": "2026-09-15T08:19:41.087656Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "None\n", "0.074894994\n", "0.03757\n" ] } ], "source": [ "det = pyFAI.detectors.detector_factory(\"Xpad_flat\")\n", "p1, p2, p3 = det.calc_cartesian_positions()\n", "print(p3)\n", "poni1 = p1.mean()\n", "poni2 = p2.mean()\n", "print(poni1)\n", "print(poni2)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:41.089673Z", "iopub.status.busy": "2026-09-15T08:19:41.089571Z", "iopub.status.idle": "2026-09-15T08:19:41.819219Z", "shell.execute_reply": "2026-09-15T08:19:41.818553Z" } }, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ai = pyFAI.load({\"dist\":0.1, \"poni1\":0, \"poni2\":poni2, \"detector\":det})\n", "img = LaB6.fake_calibration_image(ai)\n", "jupyter.display(img, label=\"XPad S540 simulated LaB6\")\n", "jupyter.plot2d(ai.integrate2d_ng(img, 500, 360, azimuth_range=(0,180), unit=\"2th_deg\", dummy=-1, method=method2d),\n", " label=\"2D\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To observe textures, it is mandatory to fill the large empty space. This can be done by tilting the detector by a few degrees to higher 2theta angle (yaw 2x5deg) and turn the detector along the azimuthal angle (roll 2x5deg):" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:19:41.821346Z", "iopub.status.busy": "2026-09-15T08:19:41.821246Z", "iopub.status.idle": "2026-09-15T08:20:02.654837Z", "shell.execute_reply": "2026-09-15T08:20:02.653854Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MultiGeometry integrator with 9 geometries on (0, 60) radial range (2th_deg) and (0, 180) azimuthal range (chi_deg)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "step = 5*numpy.pi/180\n", "nb_geom = 3\n", "ais = []\n", "imgs = []\n", "for i in range(nb_geom):\n", " for j in range(nb_geom):\n", " my_ai = copy.deepcopy(ai)\n", " my_ai.rot2 -= i*step\n", " my_ai.rot3 -= j*step\n", " my_img = LaB6.fake_calibration_image(my_ai)\n", " ais.append(my_ai)\n", " imgs.append(my_img)\n", "mg = MultiGeometry(ais, unit=\"2th_deg\", radial_range=(0, 60), azimuth_range=(0, 180), empty=-5)\n", "print(mg)\n", "res2d = mg.integrate2d(imgs, 1000, 360, method=method2d)\n", "jupyter.plot2d(res2d, label=\"Filled\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As one can see, the gaps have disappeared and the statistics are much better, except at the border where only one image contributes to the integrated image.\n", "\n", "## Conclusion\n", "\n", "The multi_geometry module of pyFAI makes powder diffraction experiments with small moving detectors much easier.\n", "\n", "Some people prefer to stitch input images together prior to integration. There are plenty of good tools to do this: general ones like \n", "[Photoshop](http://www.adobe.com/fr/products/photoshop.html) or more specialized ones like [AutoPano](http://www.kolor.com/autopano). \n", "More seriously, this can be done using the distortion module of a detector to re-sample the signal on a regular grid. However, one must store both the number of actual pixels contributing to a regular pixel and the total intensity contained within that regularised pixel.\n", "Without the former information, performing science with a rebinned image is as meaningful as using Photoshop.\n" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2026-09-15T08:20:02.657089Z", "iopub.status.busy": "2026-09-15T08:20:02.656985Z", "iopub.status.idle": "2026-09-15T08:20:02.659996Z", "shell.execute_reply": "2026-09-15T08:20:02.659416Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Excution time: 43.508\n" ] } ], "source": [ "print(\"Excution time: %.3f\"%(time.perf_counter()-start_time))" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.1" } }, "nbformat": 4, "nbformat_minor": 4 }