{ "cells": [ { "cell_type": "markdown", "id": "e440ea65", "metadata": {}, "source": [ "# Walkthrough 8: Deep Dive into Data Analysis\n", "\n", "\n", "Then fun doesn't stop when the Oqtant QMS hardware is offline! This walkthrough covers retrieving data from previously run and applying the ```output``` library to get the most out of your data." ] }, { "cell_type": "markdown", "id": "c306dfe7", "metadata": {}, "source": [ "### Imports and Authentication" ] }, { "cell_type": "code", "execution_count": null, "id": "fec9cccb", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "from oqtant.schemas.quantum_matter import QuantumMatterFactory\n", "from matplotlib import pyplot as plt\n", "import numpy as np\n", "from scipy.ndimage import rotate\n", "from scipy.optimize import curve_fit\n", "from copy import deepcopy\n", "\n", "qmf = QuantumMatterFactory()\n", "qmf.get_login()" ] }, { "cell_type": "code", "execution_count": null, "id": "06c23433", "metadata": {}, "outputs": [], "source": [ "qmf.get_client()" ] }, { "cell_type": "markdown", "id": "5aba4b6d", "metadata": {}, "source": [ "## Analysis Technique 0: Storing and organizing data \n", "\n", "When running jobs, you can save your data by using `QuantumMatter.write_to_file()`, which stores all input and output data in a '.txt' file. In this notebook, we will load `OqtantJob` data that is included in the Oqtant Documentation repository in the \"data/\" folder. This is a great way to analyze your data after the fact, or to share data with friends and colleagues so they can analyze data independently. If you have downloaded this notebook as a standalone file (not recommended), please be sure to download the sample job data and place it in the correct location for your filepath. \n", "\n", "The `refresh` argument in `qmf.load_matter_from_file` tells the client that the job contained in the file should be loaded as-is, and that the client should not query the database for a job with a matching id. This is important when you are loading a file which did not originate with your user account, as the client will not be able to locate a matching job id in the service. You can still access all the functionality of `output` and the `QuantumMatter` libraries when loading from a file in this way." ] }, { "cell_type": "code", "execution_count": 3, "id": "1941e767", "metadata": {}, "outputs": [], "source": [ "BEC_job_filepath = \"data/example_BEC_job.txt\"\n", "BARRIER_job_filepath = \"data/example_BARRIER_job.txt\"\n", "\n", "BEC_matter = qmf.load_matter_from_file(BEC_job_filepath, refresh=False)\n", "BARRIER_matter = qmf.load_matter_from_file(BARRIER_job_filepath, refresh=False)" ] }, { "cell_type": "markdown", "id": "2ae56f20", "metadata": {}, "source": [ "### Extract input parameters and outputs from loaded jobs" ] }, { "cell_type": "code", "execution_count": 4, "id": "3238596f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Example BEC RF_evaporation final frequency: 0.02 MHz\n", "Example BEC calculated temperature: 122 nK\n" ] } ], "source": [ "print(\n", " f\"Example BEC RF_evaporation final frequency: {BEC_matter.input.rf_evaporation.frequencies_mhz[-1]} MHz\"\n", ")\n", "print(f\"Example BEC calculated temperature: {BEC_matter.output.temperature_nk:d} nK\")" ] }, { "cell_type": "markdown", "id": "c4a6cbf9", "metadata": {}, "source": [ "### Quick and easy plotting with ```output.py``` functions\n", "\n", "We can directly plot the output data that is stored in the new quantum matter objects. These example jobs include a ```BEC``` job creating quantum matter, and a ```BARRIER``` job which captures dynamics in a BEC. See our [demos](https://oqtant-docs.infleqtion.com/examples/demos/demo_1_quantum_interference/) page for additional exciting examples of experiments you can run with Oqtant. " ] }, { "cell_type": "code", "execution_count": 5, "id": "e88b4e2d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "BEC_matter.output.plot_tof(figsize=(4, 4))\n", "BARRIER_matter.output.plot_it(figsize=(8, 4))" ] }, { "cell_type": "markdown", "id": "c761d992", "metadata": {}, "source": [ "### Operate on saved data to do custom analysis\n", "\n", "Running your experiment is only half the fun - the magic is in the analysis! There are lots of ways to access and work with Oqtant data, some of which are demonstrated in the sections below. \n", "\n", "Note that the ```output``` library contains many other useful functions for analysis of Oqtant data: accessing pixel data, fitting, and image parameters." ] }, { "cell_type": "markdown", "id": "7e909a9b", "metadata": {}, "source": [ "## Analysis Technique 1: Averaging\n", "\n", "When working with real quantum systems, mitigating the effects of noise is an important part of data analysis. A simple technique for improving the signal-to-noise ratio (SNR) of a measurement is averaging. If we assume that the sources of noise are uncorrelated to our signal of interest and random in distribution, then averaging over $N$ repetitions of a measurement gives a $\\sqrt N$ improvement in the SNR. \n", "\n", "Oqtant QMS collects signals with a camera and a probe laser beam, both of which introduce sources of noise to the measurements of quantum dynamics. The atom cloud itself also fluctuates slightly between runs of the experiment as ultracold atoms are highly sensitive to some types of environmental fluctuations - natural quantum sensors! Learn more about imaging in Oqtant QMS in this [technical note](https://oqtant.infleqtion.com/technical/imaging.md). " ] }, { "cell_type": "markdown", "id": "803cce36", "metadata": {}, "source": [ "Load repeated trial data from files and average the results:" ] }, { "cell_type": "code", "execution_count": 6, "id": "aa1dcf84", "metadata": {}, "outputs": [], "source": [ "base_filename = \"data/trial\"\n", "num_runs = 10\n", "\n", "repeated_trial_matters = [\n", " qmf.load_matter_from_file(f\"{base_filename}{i+1:d}.txt\", refresh=False)\n", " for i in range(num_runs)\n", "]\n", "\n", "it_rows = repeated_trial_matters[0].output.it_plot.rows\n", "it_columns = repeated_trial_matters[0].output.it_plot.columns\n", "it_pixcal = repeated_trial_matters[0].output.get_image_pixcal(image=\"IN_TRAP\")\n", "\n", "avg_it_pixels = np.zeros((it_rows, it_columns))\n", "avg_slice = np.zeros(it_columns)\n", "\n", "for trial in repeated_trial_matters:\n", " avg_it_pixels += trial.output.get_image_data(image=\"IN_TRAP\")\n", " avg_slice += trial.output.get_image_data(image=\"IN_TRAP\")[int(it_rows / 2)]\n", "\n", "avg_it_pixels /= num_runs\n", "avg_slice /= num_runs\n", "\n", "x_positions = np.arange(\n", " -it_columns / 2 * it_pixcal, it_columns / 2 * it_pixcal, it_pixcal\n", ")\n", "y_positions = np.arange(-it_rows / 2 * it_pixcal, it_rows / 2 * it_pixcal, it_pixcal)" ] }, { "cell_type": "markdown", "id": "a57159a2", "metadata": {}, "source": [ "### Custom plotting of processed data\n", "\n", "Create custom plots of your processed job results for your research. Here we present the averaged result and the averaged profile along the same X axis for easy viewing, plus a custom colorbar. Cute!" ] }, { "cell_type": "code", "execution_count": 7, "id": "c84eca1f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(nrows=2, sharex=True)\n", "fig.suptitle(\"Averaged Barrier job results, N = 10 shots\")\n", "im = axs[0].imshow(\n", " avg_it_pixels,\n", " extent=[x_positions[0], x_positions[-1], y_positions[0], y_positions[-1]],\n", ")\n", "cbaxes = fig.add_axes([0.15, 0.6, 0.15, 0.02])\n", "cb = plt.colorbar(im, cax=cbaxes, ticks=[0.0, 1], orientation=\"horizontal\")\n", "cbaxes.tick_params(color=\"w\", labelcolor=\"w\")\n", "\n", "axs[1].plot(x_positions, avg_slice, label=\"Slice @ Y=0\")\n", "axs[1].set_ylabel(\"Optical Depth\")\n", "axs[1].set_yticks([0, 0.5, 1])\n", "axs[1].set_xlabel(\"X position ($\\mu$m)\")\n", "axs[1].legend()\n", "axs[0].set_ylabel(\"Y position ($\\mu$m)\")\n", "plt.subplots_adjust(hspace=0)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a0590ad8", "metadata": {}, "source": [ "## Analysis Technique 2: Fitting Data and Correcting for Acquisition Errors\n", "\n", "Nearly all aspects of data analysis use some form of curve fitting - this section illustrates how to execute 1D curve-fitting of an interference pattern on a cloud of quantum matter. In addition, a little clean-up of the data is needed to get the best fitting results, so we also demonstrate examples of how one might process their data for best fitting results. Note that this is just one example of how to analyze data - you should experiment with different fit functions and different ways of analyzing your data based on the specifics of your jobs!" ] }, { "cell_type": "markdown", "id": "62fe4760", "metadata": {}, "source": [ "### Load interference example data from files" ] }, { "cell_type": "code", "execution_count": 8, "id": "9c6cbf61", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "filename = \"data/interference_tof.txt\"\n", "tof_matter = qmf.load_matter_from_file(\n", " filename, refresh=False\n", ")\n", "\n", "tof_matter.output.plot_tof(figsize = (4, 4))" ] }, { "cell_type": "markdown", "id": "2247a589", "metadata": {}, "source": [ "### Data processing\n", "\n", "In the time-of-flight data above, we can see nice interference fringes on the cloud of quantum matter. Our goal is now to fit the cloud to a function in order to measure the wavelength and amplitude of the interference pattern. \n", "\n", "We can see some unwanted effects in the image as well: a spec of dust shows up on the right side of the image, there are some other imaging fringes in the background, and lastly the main fringe pattern on the cloud is very slightly rotated from vertical. We will address this in our data analysis by 1) rotating the image so that the fringes are vertical, 2) cropping the image to remove unnecessary background data around the cloud, and 3) summing the cloud vertically so we can reduce the signal to noise ratio and analyze the fringes in 1D. Note: another way to smooth data is to apply a Gaussian filter - we leave this exercise to the interested reader!" ] }, { "cell_type": "code", "execution_count": 9, "id": "bb8f2720", "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "theta = 3 # degrees\n", "crop = 30 # number of pixels to crop from each side\n", "\n", "im_original = tof_matter.output.get_image_data(image=\"TIME_OF_FLIGHT\")\n", "\n", "im_new = rotate(im_original, theta)\n", "im_new = im_new[crop:-crop, crop:-crop]\n", "im_sum = np.sum(im_new, axis=0) # sum vertically to project onto the x-axis\n", "\n", "plt.figure()\n", "plt.title(\"Rotated and cropped image\")\n", "plt.imshow(im_new)\n", "plt.xlabel(\"x-position [pixels]\")\n", "plt.ylabel(\"y-position [pixels]\")\n", "plt.figure()\n", "plt.title(\"Image summed vertically\")\n", "plt.plot(im_sum)\n", "plt.xlabel(\"x-position [pixels]\")\n", "plt.ylabel(\"Integrated optical depth [OD*pixels]\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d45738a7", "metadata": {}, "source": [ "### Fit data to sinusoidally modulated Gaussian\n", "\n", "In order to fit our data to a curve, we have to have a guess for what functional form might best fit the data. In this case, the quantum matter cloud is roughly shaped like a Gaussian that has a sinusoidal modulation of the amplitude. We define that below, and demonstrate how to use `scipy.optimize.curve_fit()` for fitting the data." ] }, { "cell_type": "code", "execution_count": 10, "id": "c7c23c0d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def modulated_gaussian(x, a_g, os, x0_g, sig_g, a_s, lambda_s, phi_s):\n", " \"\"\"Function for a sinusoidally modulated 1D Gaussian\n", " \n", " Inputs:\n", " x: x-position at which to evaluate the function value (pixels)\n", " a_g: Overall Gaussian amplitude\n", " os: Vertical offset of the plot\n", " x0_g: initial x-location of the center of the Gaussian (pixels)\n", " sig_g: Gaussian sigma (pixels)\n", " a_s: Fractional sine-wave amplitude, from 0 to 1\n", " lambda_s: spatial wavelength of modulation\n", " phi_s: Initial phase of the sine wave, relative to the gaussian center\n", " \"\"\"\n", " k_s = 2*np.pi / lambda_s # Turn the spacial wavelength into a k-vector\n", " return a_g * (1 + a_s*np.cos(k_s*(x-x0_g) + phi_s)) * np.exp(-(x-x0_g)**2 / (2*sig_g**2)) + os\n", "\n", "# Initial guess of parameter values p0, lower bounds lb, and upper bounds ub\n", "# There are in the order of the modulated Gaussian inputs above, starting from \n", "# the a_g input. \n", "p0 = [10, 1, 22, 8, 0.3, 8, 0]\n", "lb = [7, 0, 18, 5, 0.1, 4, -np.pi]\n", "ub = [14, 2, 26, 12, 0.5, 12, np.pi]\n", "\n", "# Make an array that serves at the x-axis of the data\n", "x_pts = np.arange(len(im_sum))\n", "\n", "# Fit with scipy.optimize.curve_fit\n", "fits, errors = curve_fit(modulated_gaussian, x_pts, im_sum, p0=p0, bounds=(lb, ub))\n", "\n", "ys = modulated_gaussian(x_pts, *fits)\n", "\n", "plt.figure()\n", "plt.title(\"Fitted data\")\n", "plt.plot(x_pts, ys, label=\"Fit\")\n", "plt.plot(x_pts, im_sum, label=\"Original data\")\n", "plt.xlabel(\"x-position (pixels)\")\n", "plt.ylabel(\"y-position (pixels)\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "7be1ef83", "metadata": {}, "source": [ "### Finding the optimal rotation angle of the data\n", "\n", "Above, you may have noticed that we picked a rotation angle (3 degrees) without any justification for it! Let's see if we can show that this is indeed the optimal rotation angle to align the fringe pattern vertically. We will use the fact that when the fringe pattern is aligned vertically, we will see the maximum fitted amplitude of the sine modulation. This is because when the angle is incorrect but the data is summed vertically, it averages over neighboring fringes and begins to wash out the modulated signal. Below, we can see that the fitted modulation amplitude is indeed the highest around 3 degree rotation angle." ] }, { "cell_type": "code", "execution_count": 11, "id": "0533605e", "metadata": {}, "outputs": [ { "data": { "image/png": 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3X8bN9AIAQEfvuvh8YAs0qGcpcjKimoeXwCqIBRBVpWKVGp9sv4xN55IBAO929cYHvZtwMVMDUlSixupjt/BNxA0oS9SQy6QY380b47t5w9SYRTCRtlgAVRALIKoqCmUJJvwchSPXMyCVAPP6N8ebHTzFjkUiScoqxCc7LuPI9QwAgJe9BT4f2AKdGtqLnIyoZmABVEEsgKgqpOc/xJh153D5Th5MjaVY9kZb9GzmKHYsEpkgCNhzKRXz/ryC9HwlAGCgrwtm92uGelYmIqcjqt5YAFUQCyCqbDfT8xHy4zncyXmAuhZyrAnxRxv3OmLHomok72ExFu6Lw0+nEyEIgLWpEWb2bYqh7dx4eZToKVgAVRALIKpMZ25l4a2fziPvYQm87C2wbnQ7eNS1EDsWVVMxyTn4aNslXLmbBwBo626LLwa3hI8T/20i+i8WQBXEAogqy86Yu5j+WwyKVGq0dbfFmpB2sLPg3C/0bCUqNX46lYiFf8VBUaSCTCrBuM5emBrUCOZyLrBK9AjnASKqZgRBwHdH4jHl1wsoUqnRp7kTfnmrPYsf0oqRTIoxnb1wYFpX9GnuBJVawHdHb6HnoqOIiE0TOx5RjcQzQE/AM0CkTyq1gHl/XsFPpxIBAKM7eeLjfs0gYx8HlVNEbBrm7LiCOzkPAAC9mzvi0/7N4WxjJnIyInHxElgFsQAifXlQpMKUTRew/2oaJBJg9ktNMe6FBmLHolqgsKgESyNu4IdjCShRC7CQyxDaqwlCOnjAiAuskoFiAVRBLIBIH7IKlBi7/jyik3MgN5JiSbAvXmrpLHYsqmWupeZh9rbLiEy8DwBo7mKNBYNawtfNVtxgRCJgAVRBLICoohIyFRi19iwSswpha26M1SP90c6TK35T5VCrBWw+n4wv915D7oNiSCTAm+09ML13E1ibGosdj6jKsACqIBZAVBGRifcxbv053C8shpudGdaNDoA313WiKpBZoMQXu2Ox9cIdAEA9KxPMebkZXm7lDImEPWdU+7EAqiAWQFRe4ZdTMXXTBShL1GhV3wY/hLTj7L1U5U7ezMTH2y/jVqYCANClcT3MH9Cc801Rrcfb4IlEsO5EAsb/HAlliRo9fByw6e32LH5IFB0b2mPvey/g/aDGkBtJcfR6BnotPorlB2+gqEQtdjyiaoFngJ6AZ4BIF2q1gC/2xGLN8QQAwPBAd8zr35x34lC1kJCpwMfbL+HEzSwAQEMHS3w+sAXaN6grcjIi/eMlsApiAUTaeliswrTfYrD70j0AwAd9mmB8V2/2W1C1IggCdkTfxee7ryKzoAgA8JpffXz0UlNOxkm1CgugCmIBRNrIKSzCWz+dx7nb92Esk+Dr11pjYBtXsWMRPVVuYTG+2ncNv5xJAgDUMTfGrJeaYohffRbtVCuwAKogFkD0PMnZhQhZexa3MhSwMjXCd2/6oaO3vdixiLQSmXgfs7ddwrXUfABAgJcdFgxsgUaOViInI6oYFkAVxAKInuViSg7GrDuPzAIlXGxMsXZ0AJo48YuDapZilRprTyRg8f4beFCsgrFMgre7NMDkFxvB1FgmdjyicmEBVEEsgOhpDl5Lw8SfL+BBsQpNna2xdlQ7ONmYih2LqNxS7hfi051XcCA2HQDgbmeOzwY0R7cmDiInI9IdC6AKYgFET/LLmSR8vP0S1ALwQiN7fDu8Law4yy7VAoIg4K+rafh05xXcy30IAOjXyhlzX24GB2sW+FRz6L0AsrPTbQp/iUSCqKgoeHh46PS66oIFEP2bIAj4el8cvj0cDwAY4lcfXwxuCWPe5k61TIGyBIv3X8faEwlQC4CViRE+6NMEI9p7sEmaagRdvr+NtBkwJycHS5YsgY2NzXP3FQQBEyZMgEql0i4tUTVWVKLGB3/EYHv0XQDAe0GNMLVHI34ZUK1kaWKET15uhkFtXDF7+2XEJOfgkx1X8KBYhbe7eIsdj0ivtDoDJJVKkZqaCgcH7a4JW1lZISYmBg0aNKhwQDHwDBABQO6DYry7IRKnbmVBJpUgbFBLvN7OTexYRFVCpRaw4tBNLNp/HRIJ8N0IP/Rq7iR2LKJn0vtSGGq1WuviBwDy8/NrbPFDBAB3cx5gyKqTOHUrCxZyGX4c1Y7FDxkUmVSCyS82xPBAdwgCMHVTNC7fyRU7FpHesImB6D+u3s3DoG9P4HpaARysTPDbux3QtXE9sWMRVTmJRIJP+zdH54b2eFCswrj155GW91DsWER6odUlsJ07d2o9YP/+/XUKsGLFCnz99ddITU1F69atsWzZMgQEBDxx361bt+KLL77AzZs3UVxcjEaNGmHatGl48803NfsUFBRg5syZ2L59O7KysuDl5YUpU6bg3Xff1ToTL4EZrmM3MjB+YxQKlCVo7GiJtaMD4GprJnYsIlHlPijG4G9PID5DgZauNvjtnQ4wk3OuIKp+9H4XmFSq3YkiiUSiU/Pz5s2bMXLkSKxatQqBgYFYsmQJfv/9d8TFxT3xktvhw4dx//59+Pj4QC6XY9euXZg2bRp2796N3r17AwDefvttHDx4EGvWrIGnpyf++usvTJgwAVu3btW6OGMBZJh+P5+MWVsvoUQtoH0DO3z3pj9szHibOxEAJGYpMHDFCdwvLEbfFk5YMawtpFLeDEDVS42ZBygwMBDt2rXD8uXLAZT2Grm5uWHy5MmYOXOmVmO0bdsW/fr1w/z58wEALVq0QHBwMD755BPNPn5+fujbty8+//xzrcZkAWRYBEHANxE3sfjAdQDAAF8X/O+1VjAx4m+4RP92NiEbw9ecRrFKwMTu3pjR20fsSERl6L0JujIUFRUhMjISQUFB/4SRShEUFIRTp0499/WCICAiIgJxcXHo0qWLZnvHjh2xc+dO3LlzB4Ig4NChQ7h+/Tp69er11LGUSiXy8vLKPMgwFKvU+HDLRU3xM76bNxa/7svih+gJArzsEDa4FQBgxaF4/BGZInIiovLTah6g/1IoFDhy5AiSkpJQVFRU5rkpU6ZoNUZmZiZUKhUcHR3LbHd0dMS1a9ee+rrc3Fy4urpCqVRCJpPh22+/Rc+ePTXPL1u2DG+//Tbq168PIyMjSKVSrF69ukyR9F9hYWGYN2+eVrmp9sgpLMKUTdE4ej0DUgnw2YAWGNG+Zk7eSVRVXvOrj1sZBfj2cDxmbb0IdztzBHjpNlkuUXWgcwF04cIFvPTSSygsLIRCoYCdnR0yMzNhbm4OBwcHrQug8rKyskJ0dDQKCgoQERGB0NBQNGjQAN26dQNQWgCdPn0aO3fuhIeHB44ePYqJEyfCxcWlzNmmf5s1axZCQ0M1P+fl5cHNjbc812bnb2djyq8XcDf3IcyMZVj2RhsENXN8/guJCNN7NUFCpgJ7L6finQ3nsX1iJ3jUtRA7FpFOdO4B6tatGxo3boxVq1bBxsYGMTExMDY2xogRIzB16lQMHjxYq3GKiopgbm6OP/74AwMHDtRsDwkJQU5ODnbs2KHVOOPGjUNycjL27duHBw8ewMbGBtu2bUO/fv3K7JOSkoLw8HCtxmQPUO2lUgtYefgmFh+4AZVagGddcywf1hYtXJ8/yzkR/eNBkQqvf3cKl+7kwrueBbZO6MSbBkh0ldoDFB0djWnTpkEqlUImk0GpVMLNzQ3/+9//8NFHH2k9jlwuh5+fHyIiIjTb1Go1IiIi0KFDB63HUavVUCqVAIDi4mIUFxc/dteaTCaDWq3WekyqndLyHmLEmjP4v7+uQ6UWMKiNK3ZNeYHFD1E5mMllWBPiDydrU8RnKDDplygUq/jvLNUcOhdAxsbGmgLDwcEBSUlJAAAbGxskJyfrNFZoaChWr16N9evXIzY2FuPHj4dCocDo0aMBACNHjsSsWbM0+4eFhWH//v24desWYmNjsXDhQmzYsAEjRowAAFhbW6Nr166YMWMGDh8+jISEBKxbtw4//fQTBg0apOuhUi1y6Fo6+i49hlO3smAul2HhkNZYHOwLS5NytcEREQBHa1OsCfGHmbEMx25k4tOdVyDijcVEOtH5X/82bdrg3LlzaNSoEbp27Yo5c+YgMzMTGzZsQIsWLXQaKzg4GBkZGZgzZw5SU1Ph6+uL8PBwTWN0UlJSmbM5CoUCEyZMQEpKCszMzODj44ONGzciODhYs8+mTZswa9YsDB8+HNnZ2fDw8MCCBQt0mgiRao+iEjX+F34Na44nAACaOVtj2bA28K5nKXIyotqhhasNlg71xTsbI/HzmSR417PEmM5eYsciei6de4DOnz+P/Px8dO/eHenp6Rg5ciROnjyJRo0a4ccff0Tr1q0rK2uVYQ9Q7XA7U4HJv17Apb/XLxrV0RMz+/rA1Ji3uBPp2/dH4/HFnmuQSoA1If540Yc3FVDVqzETIVZXLIBqvh3Rd/DR1ktQFKlga26Mr19rjZ68y4uo0giCgJlbLmHz+WRYyGXYMqEjfJz47ydVrRoxESJRZVAoSzD99xhM3RQNRZEKAV522Dv1BRY/RJVMIpFg/sAWaN/ADooiFcauO4+MfKXYsYieSucCKC0tDW+++SZcXFxgZGQEmUxW5kEklit3c/HK8uP4IzIFUgnwXlAj/PpWezjbcDFToqogN5Ji1Qg/eNlb4E7OA7z103k8LNZ+fUiiqqRzE/SoUaOQlJSETz75BM7OzpBIuBgeiUsQBPx0KhEL9sSiqEQNJ2tTLBnqi/YN6oodjcjg2JrL8UOIPwZ9exLRyTmY/nsMlr3Rht8VVO3oXAAdP34cx44dg6+vbyXEIdJNTmERZvxxEfuvpgEAgpo64H+vtYadhVzkZESGq0E9S6wc0RYjfziLXRfvwbueJd7v2VjsWERl6HwJzM3NjfM8ULVwNiEbfZcew/6raZDLpJj7SjOsHunP4oeoGujobY/PB5ZOjbI04gZ2RN8RORFRWToXQEuWLMHMmTNx+/btSohD9HwqtYBvIm5g6PencC/3IbzsLbB1QkeM7uTF0+xE1cjQAHe83aUBAGDGHxcRmZgtciKif+h8G3ydOnVQWFiIkpISmJubw9i47Nov2dk1/y84b4OvvlJzH+K9zRdw+lbp37NX29bHZwOaw4IzOhNVSyq1gHc3RmL/1TTUtZBj+8ROcLMzFzsW1VK6fH/r/K2xZMmS8uYiqpCI2DRM/z0G9wuLYS6X4fOBLTC4bX2xYxHRM8ikEiwJ9sWQVadw9V4exq4/hy3jO8LKlAunkrg4EeIT8AxQ9aIsUeHLvdew9sRtAEALV2sse6MtvOwtxA1GRFq7l/sAA5afQHq+Et2a1MOakf4wknEqOtKvSp8JWqVSYfv27YiNjQUANG/eHP3796818wCxAKo+EjJLV5m+cjcPADCmkxc+7NsEJka14+8akSG5mJKD1787hYfFaozq6IlP+zcXOxLVMpVaAN28eRMvvfQS7ty5gyZNmgAA4uLi4Obmht27d8Pb27v8yasJFkDVw7YLKfh422UoilSoY26M/xvSGj2ackZnopps76V7GP9zFABg/oDmeLODp7iBqFap1KUwpkyZAm9vbyQnJyMqKgpRUVFISkqCl5cXpkyZUu7QRI8olCUI/S0a72+OgaJIhfYN7LB3ahcWP0S1QN+WzpjRu/SX50//vIoj1zNETkSGSuczQBYWFjh9+jRatmxZZntMTAw6deqEgoICvQYUA88AiefynVxM/vUCEjIVfy9n0RgTuzeETMrb24lqC0EQMO33GGyNugMrEyNsndARjRytxI5FtUClngEyMTFBfn7+Y9sLCgogl3MCOiofQRCw9kQCBn97EgmZCjjbmGLT2x0wpUcjFj9EtYxEIkHY4JYI8LRDvrIEY9afQ1YBF06lqqVzAfTyyy/j7bffxpkzZyAIAgRBwOnTp/Huu++if//+lZGRarlsRRHe+uk85v15FUUqNXo2c8TeqS8gwMtO7GhEVElMjGRY9aYf3O3MkZz9AO9siISyhAunUtXRuQD65ptv4O3tjQ4dOsDU1BSmpqbo1KkTGjZsiKVLl1ZGRqrFTt/KwktLj+FAbDrkRlJ8NqA5vn/TD7bmPJtIVNvZWcjx4yh/WJka4XzifczccolLLVGVKfc8QDdu3MC1a9cAAE2bNkXDhg31GkxM7AGqfI+Ws1h28AbUAtCgngWWv9EWzVz4eRMZmmM3MjBq7Tmo1AKm92qMSS82EjsS1VCVPg9QbccCqHLdy32AqZuicTahdDmLIX71MW9Ac5jLuZwFkaHaeDoRH2+/DABYMawt+rVyFjkR1UR6XwojNDQU8+fPh4WFBUJDQ5+576JFi7RPSgZn/9U0zPgjBjmFxbA0McKCQS0wwNdV7FhEJLIR7T1wK0OBH08kIPS3aNSvY4bWbrZix6JaTKsC6MKFCyguLtb8mUhXD4tLl7NYd/I2AKClqw2WvdEGnlzOgoj+NrtfU9zOUuDgtXSM++k8tk/sBFdbM7FjUS3FS2BPwEtg+hWfUYDJv1zA1Xuly1m89YIXZvT2gdyI6wARUVkFyhK8tvIkrqXmw8fJCn+M7whLE14eJ+1U6jxAY8aMeeI8QAqFAmPGjNF1OKrltkSm4JVlx3H1Xh7sLORYO7odZvdrxuKHiJ7I0sQIa0L8YW8px7XUfLy36QJUav6eTvqn8xkgmUyGe/fuwcHBocz2zMxMODk5oaSkRK8BxcAzQBVXoCzBJ9svY9uFOwCAjt51sTjYF47WpiInI6KaICrpPoZ+fxpFJWq89YIXZvdrJnYkqgH03gT9aNBHEx/m5+fD1PSfLzKVSoU9e/Y8VhSRYbqUkovJv0bhdlYhZFIJ3g9qhPHduJwFEWmvrXsdLBzSGpN/vYDVxxLQoJ4l3ghwFzsW1SJaF0C2traQSCSQSCRo3LjxY89LJBLMmzdPr+GoZhEEAT+euI0v98aiWCXA1dYMS4f6wt+TMzoTke5eae2CWxkKLD5wHZ9svwx3O3N0amgvdiyqJbQugA4dOgRBEPDiiy9iy5YtsLP750tNLpfDw8MDLi4ulRKSqr+sAiVm/HERB6+lAwD6NHfCV6+2go25scjJiKgmm9KjIeIzCrAz5i7Gb4zEtomd4F3PUuxYVAvo3AOUmJgId3d3SCS193IGe4B0cyo+C+9tvoC0PCXkRlJ88nIzjAis3X9HiKjqPCxWYdjq04hKyoFnXXNsm9AJdSy4XA49rlLvAjt48CD++OOPx7b//vvvWL9+va7DUQ1WolJj0V9xGLbmNNLylGjoYIkdEzvhzfYeLH6ISG9MjWX4fqQ/6tcxw+2sQry7MRJFJWqxY1ENp3MBFBYWBnv7x6/BOjg44IsvvtBLKKr+7uQ8wBurT+ObgzchCECwvxt2TuqEps48Y0ZE+mdvaYIfQtrB0sQIZxKy8fF2LpxKFaNzAZSUlAQvL6/Htnt4eCApKUkvoah6u3wnFy8tPYZzt+/D0sQI37zRBl+91opreRFRpWriZIVlw9pAKgF+O5+C747eEjsS1WA6F0AODg64ePHiY9tjYmJQt25dvYSi6ivvYTEm/hKF3AfFaFXfBnumvID+rdn8TkRVo3sTB8x5uXROoK/CryH8cqrIiaim0rkAeuONNzBlyhQcOnQIKpUKKpUKBw8exNSpUzF06NDKyEjVhCAImLXlEhKzCuFqa4YNYwLhXtdc7FhEZGBGdfLCyA4eEATg/c3RuHwnV+xIVAPpXADNnz8fgYGB6NGjB8zMzGBmZoZevXrhxRdfZA9QLbfxdCJ2X7oHY5kEK4a35S3uRCSaOS83wwuN7PGgWIWx688hNfeh2JGohin3YqjXr19HTEwMzMzM0LJlS3h4eOg7m2h4G/zjLqXk4tWVJ1GkUuOTl5thbOfH+8CIiKpS3sNivPrtSdxIL0ALV2v89k4H9iIaOF2+v7ka/BOwACor72ExXv7mOJKyC9GzmSO+f9OPt7kTUbWQlFWIgd+eQLaiCL2bO2LlcD9IueyOwaqUtcD+LSUlBTt37kRSUhKKiorKPLdo0aLyDEnVlCAImLnlIpKyS/t+/u+11ix+iKjacK9rju/f9MOw1Wew70oavv4rDh/28RE7FtUAOhdAERER6N+/Pxo0aIBr166hRYsWuH37NgRBQNu2bSsjI4low+lE7LmUyr4fIqq2/D3t8NVrLfH+5hisPByPBvYWGOLvJnYsquZ0boKeNWsWpk+fjkuXLsHU1BRbtmxBcnIyunbtiiFDhlRGRhLJpZRcfL4rFgAwq29T+LrZihuIiOgpBrWpj8kvNgQAfLTtEs7cyhI5EVV3OhdAsbGxGDlyJADAyMgIDx48gKWlJT777DN89dVXeg9I4sh9UIwJv0SiSKVGr2aOGN3JU+xIRETP9H5QY/Rr6YxilYB3NkbidqZC7EhUjelcAFlYWGj6fpydnREfH695LjMzU3/JSDSP+n6Ssx+gfh0zfM2+HyKqAaRSCRa+3hqt3WyRU1iMMevPIbewWOxYVE3pXAC1b98ex48fBwC89NJLmDZtGhYsWIAxY8agffv2eg9IVe+nU4nYe/nvvp9h7PshoprD1FiG1SP94GJjilsZCkz4JRLFKi6cSo/TuQBatGgRAgMDAQDz5s1Djx49sHnzZnh6euKHH34oV4gVK1bA09MTpqamCAwMxNmzZ5+679atW+Hv7w9bW1tYWFjA19cXGzZsKLOPRCJ54uPrr78uVz5DcjElB5/vvgoA+OilpmjNvh8iqmEcrEyxJqQdzOUynLiZhTk7rnDhVHqMTneBqVQqpKSkoFWrVgBKL4etWrWqQgE2b96M0NBQrFq1CoGBgViyZAl69+6NuLg4ODg4PLa/nZ0dZs+eDR8fH8jlcuzatQujR4+Gg4MDevfuDQC4d+9emdfs3bsXY8eOxauvvlqhrLVd7oPSdb6KVQJ6N3fEqI6eYkciIiqXZi7W+GZoG7y14Tx+PZuEhg6WnMCVytB5IkRTU1PExsY+cUX48ggMDES7du2wfPlyAIBarYabmxsmT56MmTNnajVG27Zt0a9fP8yfP/+Jzw8cOBD5+fmIiIjQajxDnAhREASM3xiF8CupqF/HDLunvAAbM176IqKabc2xW/h8dywkEuCPdzvAz8NO7EhUiXT5/tb5EliLFi1w69atcof7t6KiIkRGRiIoKOifQFIpgoKCcOrUqee+XhAEREREIC4uDl26dHniPmlpadi9ezfGjh371HGUSiXy8vLKPAzN+pO3EX7lX30/LH6IqBYY29kLg9q4QhCAL/de46Uw0tC5APr8888xffp07Nq1C/fu3atQ4ZCZmQmVSgVHR8cy2x0dHZGamvrU1+Xm5sLS0hJyuRz9+vXDsmXL0LNnzyfuu379elhZWWHw4MFPHS8sLAw2Njaah5ubYU2gFZOcgwV7Suf7mc2+HyKqRSQSCT7s4wO5kRTnbt/H4esZYkeiakLnmaBfeuklAED//v3L3BotCAIkEglUKpX+0j2FlZUVoqOjUVBQgIiICISGhqJBgwbo1q3bY/v++OOPGD58OExNTZ863qxZsxAaGqr5OS8vz2CKoH/3/fRp7oQQ9v0QUS3jZGOKkA4eWH0sAf+3Lw5dG9XjemGkewF06NAhvb25vb09ZDIZ0tLSymxPS0uDk5PTU18nlUrRsGHpjJ++vr6IjY1FWFjYYwXQsWPHEBcXh82bNz8zh4mJCUxMTMp3EDWYIAj44I8YpNx/ADc7M3z1WivO90NEtdL4bg3x69lkXLmbh72XU9GvlbPYkUhkWl0CGzx4sObyVmJiItq3b4+uXbs+8aELuVwOPz+/Ms3JarUaERER6NChg9bjqNVqKJXKx7b/8MMP8PPzQ+vWrXXKZSjWnbyNfVfSIJdJ2fdDRLWanYUc414ovXln4f44lHBuIIOnVQG0a9cuKBSlU4qPHj0aubm5egsQGhqK1atXY/369YiNjcX48eOhUCgwevRoAMDIkSMxa9Yszf5hYWHYv38/bt26hdjYWCxcuBAbNmzAiBEjyoybl5eH33//HePGjdNb1tokOjkHXzzq++nXFK3q24obiIioko3t7IU65sa4laHA1qg7YschkWl1CczHxwezZs1C9+7dIQgCfvvtt6feXvZonTBtBQcHIyMjA3PmzEFqaip8fX0RHh6uaYxOSkqCVPpPnaZQKDBhwgSkpKTAzMwMPj4+2LhxI4KDg8uMu2nTJgiCgDfeeEOnPIYgt7AYk/7u++nbwgkjO3iIHYmIqNJZmRpjQreGWLAnFksOXMeANi4wMZKJHYtEotU8QCdPnkRoaCji4+ORnZ0NKyurJ/aKSCQSZGdnV0rQqlSb5wESBAHvbIjEX1fT4G5njl1TOsPalJe+iMgwPCxWodvXh5Ga9xBzXm6GMZwcsVbR+zxAHTt2xOnTp5GRkQFBEHD9+nXcv3//sUdtKH5qu7UnbuOvq//0/bD4ISJDYmosw5QejQAAKw7dhEJZInIiEovO8wAlJCSgXr16lZGFKll0cg7C9pb2/Xz8clO0rG8jciIioqo3xL8+POqaI0tRhLUnEsSOQyLRqgC6ePEi1OrSjnkPD4/n3ip95coVlJSwqq5OcguLMfHn0r6fl1o64c327PshIsNkLJMitGdjAMB3R28hp7BI5EQkBq0KoDZt2iArK0vrQTt06ICkpKRyhyL9EgQB0/+IwZ2cB3C3M8eXr3K+HyIybK+0coGPkxXyH5Zg1RH9LO9ENYtWd4EJgoBPPvkE5ubmWg1aVMRqujr58cRt7P+77+fb4ez7ISKSSiWY3qsJxv10HutOJmBMJ084WD99xQCqfbQqgLp06YK4uDitB+3QoQPMzMzKHYr050LSfYT9Pd/PJy83RQtX9v0QEQFAj6YOaOtui6ikHCw/dBOfDWghdiSqQloVQIcPH67kGFQZcgqLMOmXCyhRC+jX0hkj2PdDRKQhkUgwo7cP3lh9Gr+eTcJbLzSAm512Vzqo5tP5LjCqGQRBwPTfL+JOzgN41DVH2Kst2fdDRPQfHbzr4oVG9ihWCVh84LrYcagKsQCqpX44noADsZzvh4joeab3agIA2HbhDq6n5YuchqoKC6BaKCrpPr7cew0A8Mkrzdj3Q0T0DK3dbNGnuRMEAVj4l/b9rlSzsQCqZXIKizD5Ud9PK2eMCHQXOxIRUbU3rVdjSCTAvitpiEnOETsOVQEWQLVIad9PjKbv58vB7PshItJGI0crDGrjCgD4P54FMgjlKoA2bNiATp06wcXFBYmJiQCAJUuWYMeOHXoNR7op7ftJ1/T9WLHvh4hIa+8HNYaxTIJjNzJxMj5T7DhUyXQugFauXInQ0FC89NJLyMnJgUqlAgDY2tpiyZIl+s5HWmLfDxFRxbjZmeONgNK2ga/3xUEQBJETUWXSuQBatmwZVq9ejdmzZ0Mmk2m2+/v749KlS3oNR9rJKSzCpJ+jUKIW8DL7foiIym1S94YwNZbiQlIOImLTxY5Dlahcq8G3adPmse0mJiZQKBR6CUXaEwQB036Lwd3ch/Csa44w9v0QEZWbg7UpRnfyAlDaC6RW8yxQbaVzAeTl5YXo6OjHtoeHh6Np06b6yEQ6WHMsARHX0iE3kmI5+36IiCrsnS4NYGVqhGup+fjz4l2x41Al0WopjH8LDQ3FxIkT8fDhQwiCgLNnz+LXX39FWFgY1qxZUxkZ6SkiE+/jq/DSvp85L7Pvh4hIH2zN5XinSwP831/XsWj/dbzU0hnGMt40XdvoXACNGzcOZmZm+Pjjj1FYWIhhw4bBxcUFS5cuxdChQysjIz3BfUURJv9S2vfzSmsXDGffDxGR3ozu5IV1J28jMasQv51PxvBArqVY20iECrS5FxYWoqCgAA4ODvrMJLq8vDzY2NggNzcX1tbWYsd5jFotYNxP53HwWjq87C2wc1InXvoiItKztScSMO/Pq3C0NsGRGd1haix7/otIVLp8f1fonJ65uXmtK35qgjXHb+Ggpu+nDYsfIqJKMCzQHa62ZkjLU2LDqUSx45CeaXUJrE2bNlrfWRQVFVWhQPRskYnZ+Cq8dJbSua80Q3MX9v0QEVUGEyMZpgY1wgd/XMS3h29iaIAbf+GsRbQ6AzRw4EAMGDAAAwYMQO/evREfHw8TExN069YN3bp1g6mpKeLj49G7d+/KzmvQ7iuKMOmXC1CpBfRv7YJhAez7ISKqTIPbuKJBPQvcLyzGmmMJYschPdK5B2jcuHFwdnbG/Pnzy2yfO3cukpOT8eOPP+o1oBiqYw/Qf/t+/pzcGZYmOvewExGRjnZfvIeJv0TBQi7DsQ9fhJ2FXOxI9BSV2gP0+++/Y+TIkY9tHzFiBLZs2aLrcKSl1cf+6ftZMawtix8ioirSt4UTmrtYQ1GkwsrDN8WOQ3qicwFkZmaGEydOPLb9xIkTMDU11UsoKuv87Wz8b19p38+nrzRHM5fqcVaKiMgQSKUSzOjdBACw/lQi7uU+EDkR6YPOpxHee+89jB8/HlFRUQgICAAAnDlzBj/++CM++eQTvQc0dNmKIkz+tbTvZ4CvC94IcBM7EhGRwenauB4CPO1w9nY2vom4ibDBLcWORBVUrnmAfvvtNyxduhSxsbEAgKZNm2Lq1Kl4/fXX9R5QDNWlB0itFjB2/TkcistAA3sL7GTfDxGRaM7dzsaQVacgk0oQEdoVnvYWYkei/9Dl+7tCEyHWVtWlAFp1JB5f7r0GEyMptk/shKbOvPRFRCSm0WvP4lBcBvq3dsE3bzy+MDiJq8omQqTKc+52Nr5+1PfTvzmLHyKiamBar9JeoJ0xd3H1bp7IaagidC6ApFIpZDLZUx9UcdmKIkz+e76fgb4uGNqOfT9ERNVBC1cb9GvlDABYtD9O5DRUETo3lGzbtq3Mz8XFxbhw4QLWr1+PefPm6S2YoVKrBYT+Fo3UvIdoUM8CCwa11HoWbiIiqnzTejZG+OVUHIhNR2RiNvw87MSOROWgcwE0YMCAx7a99tpraN68OTZv3oyxY8fqJZih+u7oLRyOy4DJ3/P9WLDpmYioWmlQzxKvta2PzeeT8b/wOGx6uz1/Ua2B9NYD1L59e0REROhrOIN07nY2/u+v0lOq89j3Q0RUbU0JagS5TIozCdk4fjNT7DhUDnopgB48eIBvvvkGrq6u+hjOIGUVKDV9P4PauCKYfT9ERNWWq60ZRrT3AAB8vS8OvKG65tH5+kqdOnXKnOoTBAH5+fkwNzfHxo0b9RrOUJT2/cRo+n4+H9iCp1OJiKq5Cd29selcEi6m5GLflVT0aeEsdiTSgc4F0OLFi8t8OUulUtSrVw+BgYGoU6eOXsMZilVH43Hkemnfz7fD2fdDRFQT2FuaYGxnLyw7eBP/99d19GzmBJmUv7zWFDp/07744otwc3N74hmKpKQkuLu76yWYoTibkI2Ff10HAHw2oDl8nNj3Q0RUU7zVpQF+OpWIm+kF2HbhDl7zqy92JNKSzj1AXl5eyMjIeGx7VlYWvLy89BLKUGQVKDH51yio1AIGt3HF6/7s+yEiqkmsTY0xvps3AGDx/utQlqhETkTa0rkAelqjV0FBAVeD14FaLeD932KQlqeEdz0LzGffDxFRjRTSwRMOVia4k/MAm88lix2HtKT1JbDQ0FAAgEQiwZw5c2Bubq55TqVS4cyZM/D19dV7wNpq5ZF4HL2eAVNjKb4d7se+HyKiGspMLsPkHo3wyfbL+CbiJl7zqw9zOf9Nr+60/i904cIFAKVngC5dugS5XK55Ti6Xo3Xr1pg+fbr+E9ZCZ25lYeHf8/181r8FmjhZiZyIiIgqItjfDd8fjUdy9gOsO3kbE7o1FDsSPYfWl8AOHTqEQ4cOISQkBHv37tX8fOjQIezbtw/fffcdGjVqpHOAFStWwNPTE6ampggMDMTZs2efuu/WrVvh7+8PW1tbWFhYwNfXFxs2bHhsv9jYWPTv3x82NjawsLBAu3btkJSUpHO2ypBZoMSUTRegFoDBbVwxxJ8Nc0RENZ3cSIr3gxoDAFYdjkfug2KRE9Hz6NwDtHbt2ucuMa+tzZs3IzQ0FHPnzkVUVBRat26N3r17Iz09/Yn729nZYfbs2Th16hQuXryI0aNHY/To0di3b59mn/j4eHTu3Bk+Pj44fPgwLl68iE8++aRa9Cep1QLe3xyNtDwlGjpY4vNB7PshIqotBvi6orGjJfIelmD10Vtix6HnkAhaTF85ePBgrFu3DtbW1hg8ePAz9926davWbx4YGIh27dph+fLlAAC1Wg03NzdMnjwZM2fO1GqMtm3bol+/fpg/fz4AYOjQoTA2Nn7imSFt5eXlwcbGBrm5uXor9gBgxaGb+HpfHEyNpdgxsTMvfRER1TL7rqTinQ2RMJfLcGRGd9SzMhE7kkHR5ftbqzNANjY2mjMVNjY2z3xoq6ioCJGRkQgKCvonjFSKoKAgnDp16rmvFwQBERERiIuLQ5cuXQCUFlC7d+9G48aN0bt3bzg4OCAwMBDbt29/5lhKpRJ5eXllHpXBo645LE2M8NkA9v0QEdVGvZo5orWbLQqLVFhx6KbYcegZtDoDVBnu3r0LV1dXnDx5Eh06dNBs/+CDD3DkyBGcOXPmia/Lzc2Fq6srlEolZDIZvv32W4wZMwYAkJqaCmdnZ5ibm+Pzzz9H9+7dER4ejo8++giHDh1C165dnzjmp59+innz5j3xvfR5BggA0vMfop6lCS99ERHVUiduZmL4mjOQy6Q4OL0r6tcxf/6LSC/0fgaoOrGyskJ0dDTOnTuHBQsWIDQ0FIcPHwZQegYIAAYMGID3338fvr6+mDlzJl5++WWsWrXqqWPOmjULubm5mkdycuXN4+BgZcrih4ioFuvU0B4dveuiSKXG0gM3xI5DT6HVbfBt2rTR+ks7KipKq/3s7e0hk8mQlpZWZntaWhqcnJye+jqpVIqGDUtvL/T19UVsbCzCwsLQrVs32Nvbw8jICM2aNSvzmqZNm+L48eNPHdPExAQmJrxOS0RE+jG9dxMM/vYktkSl4J2u3mjoYCl2JPoPrQqggQMH6v2N5XI5/Pz8EBERoRlfrVYjIiICkyZN0noctVoNpVKpGbNdu3aIi4srs8/169fh4eGht+xERETP0ta9DoKaOuJAbBoW77+OFcPbih2J/kOrAmju3LmV8uahoaEICQmBv78/AgICsGTJEigUCowePRoAMHLkSLi6uiIsLAwAEBYWBn9/f3h7e0OpVGLPnj3YsGEDVq5cqRlzxowZCA4ORpcuXTQ9QH/++afmMhkREVFVmN67MSKupWH3pXsYfycXLVy1v1GIKl+55+o+f/48YmNjAQDNmjWDn5+fzmMEBwcjIyMDc+bMQWpqKnx9fREeHg5HR0cApavLS6X/tCkpFApMmDABKSkpMDMzg4+PDzZu3Ijg4GDNPoMGDcKqVasQFhaGKVOmoEmTJtiyZQs6d+5c3kMlIiLSmY+TNQa0dsH26Lv4el8c1o8JEDsS/YvOd4GlpKTgjTfewIkTJ2BrawsAyMnJQceOHbFp0ybUr1/zZzaurHmAiIjIsCRmKdBj4RGUqAVsfrs9AhvUFTtSrVapd4GNGzcOxcXFiI2NRXZ2NrKzsxEbGwu1Wo1x48aVOzQREVFt41HXAsHt3AAAX++Lg0gzz9AT6FwAHTlyBCtXrkSTJk0025o0aYJly5bh6NGjeg1HRERU001+sRFMjKQ4n3gfh+MyxI5Df9O5AHJzc0Nx8eOLvKlUKri4uOglFBERUW3hZGOKkI6eAErPAqnVPAtUHehcAH399deYPHkyzp8/r9l2/vx5TJ06Ff/3f/+n13BERES1wfiu3rA0McLVe3nYfeme2HEI5WiCrlOnDgoLC1FSUgIjo9KbyB792cLCosy+2dnZ+ktahdgETURE+rb0wA0sPnAdXvYW2P9+FxjJatxiDNWeLt/fOt8Gv2TJkvLmIiIiMlhjX/DC+lO3kZCpwJaoFAS3cxc7kkETbTHU6oxngIiIqDKsOXYLn++OhYuNKQ5O7wZTY5nYkWqVSj0D9Eh6ejrS09M1C5A+0qpVq/IOSUREVKuNaO+BH44n4G7uQ/x8JgljO3uJHclg6VwARUZGIiQkBLGxsY/NZyCRSKBSqfQWjoiIqDYxNZZhSo9GmLX1Er49dBPB7dxgaVLucxFUATp3YI0ZMwaNGzfGyZMncevWLSQkJGget27dqoyMREREtcZrfvXhZW+BLEUR1h5PEDuOwdK5B8jKygoXLlxAw4YNKyuT6NgDRERElWlnzF1M+fUCrEyMcPSD7qhjIRc7Uq1QqUth9OjRAzExMeUOR0REZOhebumMps7WyFeWYNXReLHjGCSdzwBlZmYiJCQEAQEBaNGiBYyNjcs8379/f70GFAPPABERUWU7eC0NY9adh6mxFEdmdIejtanYkWq8Sr0L7NSpUzhx4gT27t372HNsgiYiItJO9yYO8POog8jE+1h28AY+H9hS7EgGRedLYJMnT8aIESNw7949qNXqMg8WP0RERNqRSCSY0bt0YfFNZ5ORlFUociLDonMBlJWVhffffx+Ojo6VkYeIiMhgtG9QF10a10OJWsCSA9fFjmNQdC6ABg8ejEOHDlVGFiIiIoMzo1fpWaBt0XcQl5ovchrDoXMPUOPGjTFr1iwcP34cLVu2fKwJesqUKXoLR0REVNu1rG+Dvi2csPdyKhb+FYfvR/qLHckg6HwXmJfX06ftlkgktWIyRN4FRkREVelmej56LT4KtQBsn9gJvm62YkeqkSr1LrCEBM5aSUREpE8NHawwuG19/BGZgq/3XcPP49qLHanW07kHiIiIiPRvao9GMJZJcOJmFk7czBQ7Tq1XrhXYUlJSsHPnTiQlJaGoqKjMc4sWLdJLMCIiIkPiZmeOYQHuWH8qEV/vi0NH77qQSCRix6q1dC6AIiIi0L9/fzRo0ADXrl1DixYtcPv2bQiCgLZt21ZGRiIiIoMw8cWG+O18CqKTc3AgNh09m3HKmcqi8yWwWbNmYfr06bh06RJMTU2xZcsWJCcno2vXrhgyZEhlZCQiIjIIDlamGN3JEwDwf/vioFLrdJ8S6UDnAig2NhYjR44EABgZGeHBgwewtLTEZ599hq+++krvAYmIiAzJO128YW1qhLi0fPwZc1fsOLWWzgWQhYWFpu/H2dkZ8fH/rGKbmcmmLSIiooqwMTfGO129AQCL9l9HsUotcqLaSecCqH379jh+/DgA4KWXXsK0adOwYMECjBkzBu3b87Y9IiKiihrdyRP2lnIkZRdi87lksePUSjoXQIsWLUJgYCAAYN68eejRowc2b94MT09P/PDDD3oPSEREZGjM5UaY1L0hAOCbiBt4WMzFxvVN55mgDQFngiYiIrEpS1R48f+O4E7OA3z0kg/e7uItdqRqT5fvb06ESEREVA2ZGMnwXlAjAMC3h+OR97BY5ES1CwsgIiKiampQG1d417NATmEx1hzjUlT6xAKIiIiomjKSSTG9VxMAwA/HbiGrQClyotqDBRAREVE11qeFE1q62kBRpMK3h+Of/wLSSrkLoKKiIsTFxaGkpESfeYiIiOhfJBIJpvcuPQu04XQi7uY8EDlR7aBzAVRYWIixY8fC3NwczZs3R1JSEgBg8uTJ+PLLL/UekIiIyNB1aWSPQC87FJWosf7kbbHj1ArlWgssJiYGhw8fhqmpqWZ7UFAQNm/erNdwREREVHoW6K0XGgAAfjufzHmB9EDnAmj79u1Yvnw5OnfuDIlEotnevHnzMstiEBERkf5093GAi40p7hcWY+/le2LHqfF0LoAyMjLg4ODw2HaFQlGmICIiIiL9kUkleCPAHQDw8+kkkdPUfDoXQP7+/ti9e7fm50dFz5o1a9ChQwf9JSMiIqIygtu5wUgqwfnE+7iWmid2nBrNSNcXfPHFF+jbty+uXr2KkpISLF26FFevXsXJkydx5MiRyshIREREABysTdGruSP2XErFxtOJ+HxgS7Ej1Vg6nwHq3LkzoqOjUVJSgpYtW+Kvv/6Cg4MDTp06BT8/v8rISERERH8bEegBANgWdQcFSk5FU146nwECAG9vb6xevVrfWYiIiOg5OnjXRQN7C9zKVGBH9B0M/7sgIt2UayJEtVqN69ev4/jx4zh69GiZR3msWLECnp6eMDU1RWBgIM6ePfvUfbdu3Qp/f3/Y2trCwsICvr6+2LBhQ5l9Ro0aBYlEUubRp0+fcmUjIiKqTiQSCYYFljZDbzydBEEQRE5UM+l8Buj06dMYNmwYEhMTH/vQJRIJVCrd5ibYvHkzQkNDsWrVKgQGBmLJkiXo3bs34uLinni3mZ2dHWbPng0fHx/I5XLs2rULo0ePhoODA3r37q3Zr0+fPli7dq3mZxMTEx2PlIiIqHp6za8+vt4Xh9h7ebiQnIO27nXEjlTj6HwG6N1334W/vz8uX76M7Oxs3L9/X/PIzs7WOcCiRYvw1ltvYfTo0WjWrBlWrVoFc3Nz/Pjjj0/cv1u3bhg0aBCaNm0Kb29vTJ06Fa1atcLx48fL7GdiYgInJyfNo04d/uUgIqLawdZcjldauwAANp5OFDlNzaRzAXTjxg188cUXaNq0KWxtbWFjY1PmoYuioiJERkYiKCjon0BSKYKCgnDq1Knnvl4QBERERCAuLg5dunQp89zhw4fh4OCAJk2aYPz48cjKynrqOEqlEnl5eWUeRERE1dmI9qW9P7su3sN9RZHIaWoenQugwMBA3Lx5Uy9vnpmZCZVKBUdHxzLbHR0dkZqa+tTX5ebmwtLSEnK5HP369cOyZcvQs2dPzfN9+vTBTz/9hIiICHz11Vc4cuQI+vbt+9TLc2FhYWWKODc3N70cHxERUWVpXd8GzV2sUVSixpaoFLHj1Dg69wBNnjwZ06ZNQ2pqKlq2bAljY+Myz7dq1Upv4Z7GysoK0dHRKCgoQEREBEJDQ9GgQQN069YNADB06FDNvi1btkSrVq3g7e2Nw4cPo0ePHo+NN2vWLISGhmp+zsvLYxFERETVmkQiwYj2Hpi19RJ+PpOEMZ28IJVyRQZt6VwAvfrqqwCAMWPGaLZJJBIIgqBzE7S9vT1kMhnS0tLKbE9LS4OTk9NTXyeVStGwYUMAgK+vL2JjYxEWFqYpgP6rQYMGsLe3x82bN59YAJmYmLBJmoiIapz+rV3wxe5YJGQqcDI+C50b2YsdqcbQuQBKSEjQ25vL5XL4+fkhIiICAwcOBFB6i31ERAQmTZqk9ThqtRpKpfKpz6ekpCArKwvOzs4VjUxERFRtWJgYYVBbV/x0KhEbTyeyANKBzgWQh4d+J1wKDQ1FSEgI/P39ERAQgCVLlkChUGD06NEAgJEjR8LV1RVhYWEASvt1/P394e3tDaVSiT179mDDhg1YuXIlAKCgoADz5s3Dq6++CicnJ8THx+ODDz5Aw4YNy9wmT0REVBuMaO+Bn04lYn9sGtLyHsLR2lTsSDWCVgXQzp070bdvXxgbG2Pnzp3P3Ld///46BQgODkZGRgbmzJmD1NRU+Pr6Ijw8XNMYnZSUBKn0n15thUKBCRMmICUlBWZmZvDx8cHGjRsRHBwMAJDJZLh48SLWr1+PnJwcuLi4oFevXpg/fz4vcxERUa3T2NEKAZ52OHs7G5vOJmNqUCOxI9UIEkGLKSSlUilSU1Ph4OBQphh5bLByTIRYHeXl5cHGxga5ubmwtrYWOw4REdEz7Yi+g6mbouFkbYrjH3aHkaxcCz3UeLp8f2v1CanVas2szGq1+qmP2lD8EBER1TR9WjihroUcqXkPcfBauthxagS9lIg5OTn6GIaIiIjKwcRIhiH+pdO3bDyTJHKamkHnAuirr77C5s2bNT8PGTIEdnZ2cHV1RUxMjF7DERERkXaGBbhDIgGOXs9AYpZC7DjVns4F0KpVqzSTBO7fvx8HDhxAeHg4+vbtixkzZug9IBERET2fe11zdGlUDwDwy1meBXoenQug1NRUTQG0a9cuvP766+jVqxc++OADnDt3Tu8BiYiISDuP1gf7/XwKlCXsy30WnQugOnXqIDk5GQAQHh6uWchUEAQ2QRMREYnoRR8HuNiYIltRhL2Xnr6mJpWjABo8eDCGDRuGnj17IisrC3379gUAXLhwQbM8BREREVU9mVSCoQHuAICNpxNFTlO96VwALV68GJMmTUKzZs2wf/9+WFpaAgDu3buHCRMm6D0gERERaW9oOzcYSSU4n3gf11LzxI5TbWk1EaKh4USIRERUk034ORJ7LqXizfYemD+whdhxqozeJ0IkIiKimmN4YGkz9LYLd6BQloicpnpiAURERFTLdPSuiwb2FihQlmBH9F2x41RLLICIiIhqGYlEgmGB/zRDs9vlcSyAiIiIaqHX/OrDxEiKq/fycCE5R+w41Q4LICIiolrI1lyOl1u5AAB+Ps2Zof/LSJud6tSpA4lEotWA2dnZFQpERERE+jGivTu2RKVg18W7+OTlprA1l4sdqdrQqgBasmSJ5s9ZWVn4/PPP0bt3b3To0AEAcOrUKezbtw+ffPJJpYQkIiIi3fm62aK5izWu3M3DH5EpGPdCA7EjVRs6zwP06quvonv37pg0aVKZ7cuXL8eBAwewfft2feYTBecBIiKi2uKXM0n4aNsleNlb4OC0rlpf0amJKnUeoH379qFPnz6Pbe/Tpw8OHDig63BERERUiQb4usDSxAgJmQqcjM8SO061oXMBVLduXezYseOx7Tt27EDdunX1EoqIiIj0w8LECIPbugLg+mD/plUP0L/NmzcP48aNw+HDhxEYGAgAOHPmDMLDw7F69Wq9ByQiIqKKGR7ogZ9OJeKvq2lIy3sIR2tTsSOJTuczQKNGjcKJEydgbW2NrVu3YuvWrbC2tsbx48cxatSoSohIREREFdHEyQrtPOtApRaw+Vyy2HGqBS6G+gRsgiYiotpmR/QdTN0UDWcbUxz7oDuMZLVvKsBKXww1Pj4eH3/8MYYNG4b09HQAwN69e3HlypXyDEdERESVrE8LJ9hZyHEv9yEOXksXO47odC6Ajhw5gpYtW+LMmTPYsmULCgoKAAAxMTGYO3eu3gMSERFRxZkYyTDEvz4A4OcznBla5wJo5syZ+Pzzz7F//37I5f/MKPniiy/i9OnTeg1HRERE+jM8wAMAcPRGBpKyCkVOIy6dC6BLly5h0KBBj213cHBAZmamXkIRERGR/rnXNUeXxvUgCMDPZw37lnidCyBbW1vcu3fvse0XLlyAq6urXkIRERFR5RgR6A4A+P18CpQlKpHTiEfnAmjo0KH48MMPkZqaColEArVajRMnTmD69OkYOXJkZWQkIiIiPXnRxwHONqbIVhQh/HKq2HFEo3MB9MUXX8DHxwdubm4oKChAs2bN0KVLF3Ts2BEff/xxZWQkIiIiPTGSSfFGQOlZIEOeGbrc8wAlJyfj0qVLKCgoQJs2bdCoUSN9ZxMN5wEiIqLaLC3vITp+eRAqtYDw916Aj1Pt+K6r1HmAPvvsMxQWFsLNzQ0vvfQSXn/9dTRq1AgPHjzAZ599Vu7QREREVDUcrU3Rq5kjgNLV4g2RzgXQvHnzNHP//FthYSHmzZunl1BERERUuUa0L70lfmvUHSiUJSKnqXo6F0CCIEAikTy2PSYmBnZ2dnoJRURERJWrQ4O68LK3QIGyBDui74odp8ppXQDVqVMHdnZ2kEgkaNy4Mezs7DQPGxsb9OzZE6+//nplZiUiIiI9kUolGP73LfE/n0mEoS0NaqTtjkuWLIEgCBgzZgzmzZsHGxsbzXNyuRyenp7o0KFDpYQkIiIi/XvNrz7+ty8OV+7mITo5B23c64gdqcpoXQCFhIQAALy8vNCpUycYGWn9UiIiIqqGbM3leLmVM7ZG3cHG00kGVQDp3AP04osvIjs7+7HtWVlZkMlkeglFREREVeNRM/Sui3eRU1gkcpqqU64m6CdRKpVlFkclIiKi6q+Nmy2aOVtDWaLGH5EpYsepMlpfx/rmm28AABKJBGvWrIGlpaXmOZVKhaNHj8LHx0f/CYmIiKjSSCQSjGjvgY+2XcIvZ5IwtrPXE+/2rm20LoAWL14MoPQM0KpVq8pc7nrUBL1q1Sr9JyQiIqJKNcDXBV/sicWtTAVOxWehY0N7sSNVOq0LoISEBABA9+7dsXXrVtSpYziNUkRERLWZhYkRBrVxxYbTidh4JtEgCiCde4AOHTrE4oeIiKiWGd6+dE6gv66kIT3vochpKp9WBVBoaCgUCoXmz896lMeKFSvg6ekJU1NTBAYG4uzZs0/dd+vWrfD394etrS0sLCzg6+uLDRs2PHX/d999FxKJBEuWLClXNiIiIkPg42QNf486KFEL2HQuWew4lU6rS2AXLlxAcXGx5s9PU56mqc2bNyM0NBSrVq1CYGAglixZgt69eyMuLg4ODg6P7W9nZ4fZs2fDx8cHcrkcu3btwujRo+Hg4IDevXuX2Xfbtm04ffo0XFxcdM5FRERkaEa098D5xPv49WwSJnTzhpFM5wtFNYZE0HLu61u3bsHLS/+d4YGBgWjXrh2WL18OAFCr1XBzc8PkyZMxc+ZMrcZo27Yt+vXrh/nz52u23blzB4GBgdi3bx/69euH9957D++9955W4+Xl5cHGxga5ubmwtrbW+ZiIiIhqImWJCh3CDiJbUYTVI/3R8+8V42sKXb6/tS7tGjVqhIyMDM3PwcHBSEtLK39KAEVFRYiMjERQUNA/gaRSBAUF4dSpU899vSAIiIiIQFxcHLp06aLZrlar8eabb2LGjBlo3rz5c8dRKpXIy8sr8yAiIjI0JkYyDPGrDwDYeDpR5DSVS+sC6L8nivbs2aPpCyqvzMxMqFQqODqWrTAdHR2Rmpr61Nfl5ubC0tIScrkc/fr1w7Jly9CzZ0/N81999RWMjIwwZcoUrXKEhYXBxsZG83BzcyvfAREREdVww/5eIPXojQwkZRWKnKby1MiLe1ZWVoiOjsa5c+ewYMEChIaG4vDhwwCAyMhILF26FOvWrdP6ct2sWbOQm5ureSQn1/7mLyIioifxqGuBLo3rQRCAX84miR2n0mhdAEkkkscKior2A9nb20Mmkz12KS0tLQ1OTk5PfZ1UKkXDhg3h6+uLadOm4bXXXkNYWBgA4NixY0hPT4e7uzuMjIxgZGSExMRETJs2DZ6enk8cz8TEBNbW1mUeREREhmr432eBfjufDGWJSuQ0lUPriRAFQcCoUaNgYmICAHj48CHeffddWFhYlNlv69atWr+5XC6Hn58fIiIiMHDgQACl/TsRERGYNGmS1uOo1WoolUoAwJtvvlmmpwgAevfujTfffBOjR4/WekwiIiJD1cPHAc42priX+xDhl1MxwNdV7Eh6p3UBFBISUubnESNG6CVAaGgoQkJC4O/vj4CAACxZsgQKhUJTrIwcORKurq6aMzxhYWHw9/eHt7c3lEol9uzZgw0bNmDlypUAgLp166Ju3bpl3sPY2BhOTk5o0qSJXjITERHVZkYyKYa2c8fiA9fx8+kkwy6A1q5dWykBgoODkZGRgTlz5iA1NRW+vr4IDw/XNEYnJSVBKv3nSp1CocCECROQkpICMzMz+Pj4YOPGjQgODq6UfERERIZoaIAbvjl4A2dvZyMuNR9NnKzEjqRXWs8DZEg4DxARERHw7oZIhF9JxcgOHvhsQAux4zxXpcwDRERERIZlRHsPAMDWqDtQKEtETqNfLICIiIjoiTp614WXvQUKlCXYGXNX7Dh6xQKIiIiInkgqlWBYQOkt8RtPJz42KXJNxgKIiIiInuo1v/qQG0lx5W4eYlJyxY6jNyyAiIiI6KnqWMjxcitnALVrfTAWQERERPRMwwNLm6H/jLmLnMIikdPoBwsgIiIieqa27rZo6mwNZYkaW6LuiB1HL1gAERER0TNJJBKMaF/aDP3zmdrRDM0CiIiIiJ5rgK8rLOQy3MpQ4FR8lthxKowFEBERET2XpYkRBrUtXRPs5zNJIqepOBZAREREpJVHM0Pvu5KK9LyHIqepGBZAREREpBUfJ2v4e9RBiVrA5nPJYsepEBZAREREpLXhfzdD/3o2CSp1zW2GZgFEREREWuvbwhl1zI1xN/chDl1LFztOubEAIiIiIq2ZGsvwur8bAGDjmZo7MzQLICIiItLJG38vkHrkegaSswtFTlM+LICIiIhIJ572FnihkT0EAfjlbM28JZ4FEBEREens0S3xv51LhrJEJXIa3bEAIiIiIp318HGAk7UpshRFCL+cKnYcnbEAIiIiIp0ZyaQYGlDaDF0TZ4ZmAURERETlMrSdO2RSCc4mZON6Wr7YcXTCAoiIiIjKxcnGFD2bOgIAfj5ds26JZwFERERE5fZoZuitUXegUJaInEZ7LICIiIio3Dp528OzrjnylSX4M+au2HG0xgKIiIiIyk0qlWB4YOkt8RvPJEIQasb6YCyAiIiIqEJe86sPuZEUl+/kISYlV+w4WmEBRERERBVSx0KOl1s6A6g5zdAsgIiIiKjChv89M/SfF+8it7BY5DTPxwKIiIiIKqytuy18nKzwsFiNP6JSxI7zXCyAiIiIqMIkEolmfbCfa0AzNAsgIiIi0ouBbVxhIZfhVoYCp25liR3nmVgAERERkV5YmhhhYBtXAMDPp6v3+mAsgIiIiEhvHl0G23clFen5D0VO83QsgIiIiEhvmjpbw8+jDkrUAn47lyx2nKdiAURERER6NeLv9cF+PZsMlbp6NkOzACIiIiK96tvCGXXMjXEn5wEOXUsXO84TsQAiIiIivTI1lmGIvxuA0lviqyMWQERERKR3wwJKL4Mdvp6B5OxCkdM8jgUQERER6Z2nvQVeaGQPQQB+OVv9bolnAURERESVYnhg6S3xv51LRlGJWuQ0ZbEAIiIiokoR1NQBjtYmyFIUIfxKqthxymABRERERJXCSCbF0HalvUAbT1evZuhqUQCtWLECnp6eMDU1RWBgIM6ePfvUfbdu3Qp/f3/Y2trCwsICvr6+2LBhQ5l9Pv30U/j4+MDCwgJ16tRBUFAQzpw5U9mHQURERP/xRoA7ZFIJziZk40ZavthxNEQvgDZv3ozQ0FDMnTsXUVFRaN26NXr37o309CfPG2BnZ4fZs2fj1KlTuHjxIkaPHo3Ro0dj3759mn0aN26M5cuX49KlSzh+/Dg8PT3Rq1cvZGRkVNVhEREREQAnG1MENXUAAPx8pvo0Q0sEkderDwwMRLt27bB8+XIAgFqthpubGyZPnoyZM2dqNUbbtm3Rr18/zJ8//4nP5+XlwcbGBgcOHECPHj2eO96j/XNzc2Ftba39wRAREdFjjl7PwMgfz8LKxAhnZveAudyoUt5Hl+9vUc8AFRUVITIyEkFBQZptUqkUQUFBOHXq1HNfLwgCIiIiEBcXhy5dujz1Pb7//nvY2NigdevWT9xHqVQiLy+vzIOIiIj0o3NDe3jUNUe+sgR/xtwVOw4AkQugzMxMqFQqODo6ltnu6OiI1NSnd4vn5ubC0tIScrkc/fr1w7Jly9CzZ88y++zatQuWlpYwNTXF4sWLsX//ftjb2z9xvLCwMNjY2Ggebm5uFT84IiIiAgBIpRIMD3zUDF09LoOJ3gNUHlZWVoiOjsa5c+ewYMEChIaG4vDhw2X26d69O6Kjo3Hy5En06dMHr7/++lP7imbNmoXc3FzNIzm5+q5eS0REVBO95ucGuZEUl+7kIiY5R+w44hZA9vb2kMlkSEtLK7M9LS0NTk5OT32dVCpFw4YN4evri2nTpuG1115DWFhYmX0sLCzQsGFDtG/fHj/88AOMjIzwww8/PHE8ExMTWFtbl3kQERGR/thZyNGvpTOA6nFLvKgFkFwuh5+fHyIiIjTb1Go1IiIi0KFDB63HUavVUCqVFd6HiIiIKs+I9qWXwf68eBe5hcWiZqmcNmwdhIaGIiQkBP7+/ggICMCSJUugUCgwevRoAMDIkSPh6uqqOcMTFhYGf39/eHt7Q6lUYs+ePdiwYQNWrlwJAFAoFFiwYAH69+8PZ2dnZGZmYsWKFbhz5w6GDBki2nESEREZurbudeDjZIVrqfnYEpWCMZ29RMsiegEUHByMjIwMzJkzB6mpqfD19UV4eLimMTopKQlS6T8nqhQKBSZMmICUlBSYmZnBx8cHGzduRHBwMABAJpPh2rVrWL9+PTIzM1G3bl20a9cOx44dQ/PmzUU5RiIiIgIkEgmGt/fA/F1XkVNYJG4WsecBqo44DxAREVHleFCkwsNiFepYyPU+ti7f36KfASIiIiLDYSaXwUwuEztGzbwNnoiIiKgiWAARERGRwWEBRERERAaHBRAREREZHBZAREREZHBYABEREZHBYQFEREREBocFEBERERkcFkBERERkcFgAERERkcFhAUREREQGhwUQERERGRwWQERERGRwuBr8EwiCAADIy8sTOQkRERFp69H39qPv8WdhAfQE+fn5AAA3NzeRkxAREZGu8vPzYWNj88x9JII2ZZKBUavVuHv3LqysrCCRSPQ6dl5eHtzc3JCcnAxra2u9jl0T8PgN+/gBfgaGfvwAPwMef+UdvyAIyM/Ph4uLC6TSZ3f58AzQE0ilUtSvX79S38Pa2tog/+I/wuM37OMH+BkY+vED/Ax4/JVz/M878/MIm6CJiIjI4LAAIiIiIoPDAqiKmZiYYO7cuTAxMRE7iih4/IZ9/AA/A0M/foCfAY+/ehw/m6CJiIjI4PAMEBERERkcFkBERERkcFgAERERkcFhAUREREQGhwVQFVqxYgU8PT1hamqKwMBAnD17VuxIVebo0aN45ZVX4OLiAolEgu3bt4sdqUqFhYWhXbt2sLKygoODAwYOHIi4uDixY1WplStXolWrVprJzzp06IC9e/eKHUs0X375JSQSCd577z2xo1SJTz/9FBKJpMzDx8dH7FhV7s6dOxgxYgTq1q0LMzMztGzZEufPnxc7VpXw9PR87O+ARCLBxIkTRcnDAqiKbN68GaGhoZg7dy6ioqLQunVr9O7dG+np6WJHqxIKhQKtW7fGihUrxI4iiiNHjmDixIk4ffo09u/fj+LiYvTq1QsKhULsaFWmfv36+PLLLxEZGYnz58/jxRdfxIABA3DlyhWxo1W5c+fO4bvvvkOrVq3EjlKlmjdvjnv37mkex48fFztSlbp//z46deoEY2Nj7N27F1evXsXChQtRp04dsaNViXPnzpX5779//34AwJAhQ8QJJFCVCAgIECZOnKj5WaVSCS4uLkJYWJiIqcQBQNi2bZvYMUSVnp4uABCOHDkidhRR1alTR1izZo3YMapUfn6+0KhRI2H//v1C165dhalTp4odqUrMnTtXaN26tdgxRPXhhx8KnTt3FjtGtTF16lTB29tbUKvVorw/zwBVgaKiIkRGRiIoKEizTSqVIigoCKdOnRIxGYklNzcXAGBnZydyEnGoVCps2rQJCoUCHTp0EDtOlZo4cSL69etX5t8DQ3Hjxg24uLigQYMGGD58OJKSksSOVKV27twJf39/DBkyBA4ODmjTpg1Wr14tdixRFBUVYePGjRgzZozeFx3XFgugKpCZmQmVSgVHR8cy2x0dHZGamipSKhKLWq3Ge++9h06dOqFFixZix6lSly5dgqWlJUxMTPDuu+9i27ZtaNasmdixqsymTZsQFRWFsLAwsaNUucDAQKxbtw7h4eFYuXIlEhIS8MILLyA/P1/saFXm1q1bWLlyJRo1aoR9+/Zh/PjxmDJlCtavXy92tCq3fft25OTkYNSoUaJl4GrwRFVs4sSJuHz5ssH1PwBAkyZNEB0djdzcXPzxxx8ICQnBkSNHDKIISk5OxtSpU7F//36YmpqKHafK9e3bV/PnVq1aITAwEB4eHvjtt98wduxYEZNVHbVaDX9/f3zxxRcAgDZt2uDy5ctYtWoVQkJCRE5XtX744Qf07dsXLi4uomXgGaAqYG9vD5lMhrS0tDLb09LS4OTkJFIqEsOkSZOwa9cuHDp0CPXr1xc7TpWTy+Vo2LAh/Pz8EBYWhtatW2Pp0qVix6oSkZGRSE9PR9u2bWFkZAQjIyMcOXIE33zzDYyMjKBSqcSOWKVsbW3RuHFj3Lx5U+woVcbZ2fmxYr9p06YGdykwMTERBw4cwLhx40TNwQKoCsjlcvj5+SEiIkKzTa1WIyIiwuD6HwyVIAiYNGkStm3bhoMHD8LLy0vsSNWCWq2GUqkUO0aV6NGjBy5duoTo6GjNw9/fH8OHD0d0dDRkMpnYEatUQUEB4uPj4ezsLHaUKtOpU6fHpr+4fv06PDw8REokjrVr18LBwQH9+vUTNQcvgVWR0NBQhISEwN/fHwEBAViyZAkUCgVGjx4tdrQqUVBQUOY3vYSEBERHR8POzg7u7u4iJqsaEydOxC+//IIdO3bAyspK0/tlY2MDMzMzkdNVjVmzZqFv375wd3dHfn4+fvnlFxw+fBj79u0TO1qVsLKyeqzny8LCAnXr1jWIXrDp06fjlVdegYeHB+7evYu5c+dCJpPhjTfeEDtalXn//ffRsWNHfPHFF3j99ddx9uxZfP/99/j+++/FjlZl1Go11q5di5CQEBgZiVyCiHLvmYFatmyZ4O7uLsjlciEgIEA4ffq02JGqzKFDhwQAjz1CQkLEjlYlnnTsAIS1a9eKHa3KjBkzRvDw8BDkcrlQr149oUePHsJff/0ldixRGdJt8MHBwYKzs7Mgl8sFV1dXITg4WLh586bYsarcn3/+KbRo0UIwMTERfHx8hO+//17sSFVq3759AgAhLi5O7CiCRBAEQZzSi4iIiEgc7AEiIiIig8MCiIiIiAwOCyAiIiIyOCyAiIiIyOCwACIiIiKDwwKIiIiIDA4LICIiIjI4LICIiIjI4LAAIiKdjRo1CgMHDhQ7ht54enpiyZIl5X797du3IZFIIJFI4Ovr+8x9a9NnN2rUKM1xb9++Xew4RDphAURUzf37S8bY2BheXl744IMP8PDhQ63HOHz4MCQSCXJycnR670df7NHR0WW2L126FOvWrdNpLENw4MCBMose13ZLly7FvXv3xI5BVC5cDJWoBujTpw/Wrl2L4uJiREZGIiQkBBKJBF999ZUoeWxsbER53+qubt26qFu3rtgxoFKpIJFIIJVW7u+4NjY2/LtANRbPABHVACYmJnBycoKbmxsGDhyIoKAg7N+/X/O8UqnElClT4ODgAFNTU3Tu3Bnnzp0DUHoWp3v37gCAOnXqQCKRYNSoUQCA8PBwdO7cGba2tqhbty5efvllxMfHa8b18vICALRp0wYSiQTdunUD8PhlnGe9P/DPGaiIiAj4+/vD3NwcHTt2RFxc3DOP+8MPP0Tjxo1hbm6OBg0a4JNPPkFxcbHm+U8//RS+vr7YsGEDPD09YWNjg6FDhyI/P1+zT35+PoYPHw4LCws4Oztj8eLF6NatG957772nvm9OTg7GjRuHevXqwdraGi+++CJiYmKemfVJVCoVQkNDNZ/vBx98gP8uv6hWqxEWFgYvLy+YmZmhdevW+OOPP8rss3PnTjRq1Aimpqbo3r071q9fX+aM3rp162Bra4udO3eiWbNmMDExQVJSEpRKJaZPnw5XV1dYWFggMDAQhw8fLjP28ePH8cILL8DMzAxubm6YMmUKFAqF5vlvv/1W896Ojo547bXXdP4ciKojFkBENczly5dx8uRJyOVyzbYPPvgAW7Zswfr16xEVFYWGDRuid+/eyM7OhpubG7Zs2QIAiIuLw71797B06VIAgEKhQGhoKM6fP4+IiAhIpVIMGjQIarUaAHD27FkApZd27t27h61btz4x07Pe/99mz56NhQsX4vz58zAyMsKYMWOeeaxWVlZYt24drl69iqVLl2L16tVYvHhxmX3i4+Oxfft27Nq1C7t27cKRI0fw5Zdfap4PDQ3FiRMnsHPnTuzfvx/Hjh1DVFTUM993yJAhSE9Px969exEZGYm2bduiR48ejx3P8yxcuBDr1q3Djz/+iOPHjyM7Oxvbtm0rs09YWBh++uknrFq1CleuXMH777+PESNG4MiRIwCAhIQEvPbaaxg4cCBiYmLwzjvvYPbs2Y+9V2FhIb766iusWbMGV65cgYODAyZNmoRTp05h06ZNuHjxIoYMGYI+ffrgxo0bms+uT58+ePXVV3Hx4kVs3rwZx48fx6RJkwAA58+fx5QpU/DZZ58hLi4O4eHh6NKli06fAVG1JfJq9ET0HCEhIYJMJhMsLCwEExMTAYAglUqFP/74QxAEQSgoKBCMjY2Fn3/+WfOaoqIiwcXFRfjf//4nCIIgHDp0SAAg3L9//5nvlZGRIQAQLl26JAiCICQkJAgAhAsXLjyWacCAATq//4EDBzT77N69WwAgPHjwQOvP4uuvvxb8/Pw0P8+dO1cwNzcX8vLyNNtmzJghBAYGCoIgCHl5eYKxsbHw+++/a57PyckRzM3NhalTp2q2eXh4CIsXLxYEQRCOHTsmWFtbCw8fPizz3t7e3sJ33333xFxP+5ycnZ01n4EgCEJxcbFQv359zWf38OFDwdzcXDh58mSZ140dO1Z44403BEEQhA8//FBo0aJFmednz55d5r/n2rVrBQBCdHS0Zp/ExERBJpMJd+7cKfPaHj16CLNmzdK8z9tvv13m+WPHjglSqVR48OCBsGXLFsHa2rrM5/skAIRt27Y9cx+i6oY9QEQ1QPfu3bFy5UooFAosXrwYRkZGePXVVwGU/hZfXFyMTp06afY3NjZGQEAAYmNjnznujRs3MGfOHJw5cwaZmZmaMz9JSUlo0aKFVtl0ef9WrVpp/uzs7AwASE9Ph7u7+xPH3rx5M7755hvEx8ejoKAAJSUlsLa2LrOPp6cnrKysyoybnp4OALh16xaKi4sREBCged7GxgZNmjR56vHExMSgoKDgsV6eBw8elLk8+Dy5ubm4d+8eAgMDNduMjIzg7++vuQx28+ZNFBYWomfPnmVeW1RUhDZt2gAoPWvXrl27Ms//+3gekcvlZT7fS5cuQaVSoXHjxmX2UyqVmmOLiYnBxYsX8fPPP2ueFwQBarUaCQkJ6NmzJzw8PNCgQQP06dMHffr0waBBg2Bubq7150BUXbEAIqoBLCws0LBhQwDAjz/+iNatW+OHH37A2LFjKzTuK6+8Ag8PD6xevRouLi5Qq9Vo0aIFioqK9BH7McbGxpo/SyQSANAUXf916tQpDB8+HPPmzUPv3r1hY2ODTZs2YeHChU8d89G4TxtTGwUFBXB2dn6sVwYAbG1tyz3u094LAHbv3g1XV9cyz5mYmOg0lpmZmeYzfTS2TCZDZGQkZDJZmX0tLS01+7zzzjuYMmXKY+O5u7tDLpcjKioKhw8fxl9//YU5c+bg008/xblz5/T+WRBVNRZARDWMVCrFRx99hNDQUAwbNgze3t6Qy+U4ceIEPDw8AADFxcU4d+6cptH3Ub+QSqXSjJOVlYW4uDisXr0aL7zwAoDShth/e9Lr/kub9y+PkydPwsPDo0y/S2Jiok5jNGjQAMbGxjh37pzmLFNubi6uX7/+1F6Wtm3bIjU1FUZGRvD09Cx3fhsbGzg7O+PMmTOa9yopKdH0FAEo07DctWvXJ47TpEkT7Nmzp8y2fzeYP02bNm2gUqmQnp6u+e/7X23btsXVq1c1xfWTGBkZISgoCEFBQZg7dy5sbW1x8OBBDB48+LkZiKozNkET1UBDhgyBTCbDihUrYGFhgfHjx2PGjBkIDw/H1atX8dZbb6GwsFBzhsjDwwMSiQS7du1CRkYGCgoKUKdOHdStWxfff/89bt68iYMHDyI0NLTM+zg4OMDMzAzh4eFIS0tDbm7uY1m0ef/yaNSoEZKSkrBp0ybEx8fjm2++eayB+HmsrKwQEhKCGTNm4NChQ7hy5QrGjh0LqVRa5mzJvwUFBaFDhw4YOHAg/vrrL9y+fRsnT57E7Nmzcf78eZ3ef+rUqfjyyy+xfft2XLt2DRMmTCgzF5OVlRWmT5+O999/H+vXr0d8fDyioqKwbNkyrF+/HgDwzjvv4Nq1a/jwww9x/fp1/Pbbb5o5mJ52DADQuHFjDB8+HCNHjsTWrVuRkJCAs2fPIiwsDLt37wZQepfdyZMnMWnSJERHR+PGjRvYsWOHpgl6165d+OabbxAdHY3ExET89NNPUKvVz7yESFRjiN2ERETP9u+G438LCwsT6tWrJxQUFAgPHjwQJk+eLNjb2wsmJiZCp06dhLNnz5bZ/7PPPhOcnJwEiUQihISECIIgCPv37xeaNm0qmJiYCK1atRIOHz78WEPr6tWrBTc3N0EqlQpdu3Z9Yqbnvf+TmrAvXLggABASEhKeeuwzZswQ6tatK1haWgrBwcHC4sWLBRsbG83zc+fOFVq3bl3mNYsXLxY8PDw0P+fl5QnDhg0TzM3NBScnJ2HRokVCQECAMHPmTM0+/26CfvSayZMnCy4uLoKxsbHg5uYmDB8+XEhKSnpizqc1QRcXFwtTp04VrK2tBVtbWyE0NFQYOXJkmc9OrVYLS5YsEZo0aSIYGxsL9erVE3r37i0cOXJEs8+OHTuEhg0bCiYmJkK3bt2ElStXlmkgX7t2bZnP5ZGioiJhzpw5gqenp2BsbCw4OzsLgwYNEi5evKjZ5+zZs0LPnj0FS0tLwcLCQmjVqpWwYMECQRBKG6K7du0q1KlTRzAzMxNatWolbN68+bH3+e/fGaKaQCII/5mUgoioFlMoFHB1dcXChQsr3EP1yO3bt+Hl5YULFy48dykMfViwYAFWrVqF5OTkSn8vbUgkEmzbtq3WLPFBhoGXwIioVrtw4QJ+/fVXzeWl4cOHAwAGDBig9/fq2LEjOnbsqPdxv/32W5w7dw63bt3Chg0b8PXXXyMkJETv76Ord999V9NQTVTT8AwQEdVqFy5cwLhx4xAXFwe5XA4/Pz8sWrQILVu21Nt7lJSU4Pbt2wBK795yc3PT29gA8P7772Pz5s3Izs6Gu7s73nzzTcyaNQtGRuLex5Keno68vDwApdMPWFhYiJqHSBcsgIiIiMjg8BIYERERGRwWQERERGRwWAARERGRwWEBRERERAaHBRAREREZHBZAREREZHBYABEREZHBYQFEREREBuf/AcquSDWqjv6YAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "thetas = np.linspace(0, 7, 10) #array of angles to rotate by (degrees)\n", "amplitudes = [] # empty list to store fitted amplitudes at each angle theta\n", "\n", "for theta in thetas:\n", " # Rotate, crop and sum the data\n", " im = rotate(im_original, theta)\n", " im = im[crop:-crop, crop:-crop]\n", " im_sum = np.sum(im, axis=0)\n", " \n", " # set up initial guess, and upper/lower bounds\n", " p0 = [10, 1, 22, 8, 0.3, 8, 0]\n", " lb = [7, 0, 18, 5, 0.1, 4, -np.pi]\n", " ub = [14, 2, 26, 12, 0.5, 12, np.pi]\n", "\n", " x_pts = np.arange(len(im_sum))\n", "\n", " # fit curve\n", " fits, errors = curve_fit(modulated_gaussian, x_pts, im_sum, p0=p0, bounds=(lb, ub))\n", "\n", " amplitudes.append(fits[4]) # Extract the sine wave amplitude, which is the 5th element in the fit parameters\n", "\n", "# Plot fitted sine wave amplitude versus rotation angle\n", "plt.figure()\n", "plt.xlabel(\"Rotation angle [degrees]\")\n", "plt.ylabel(\"Fitted sine amplitude [fractional]\")\n", "plt.plot(thetas, amplitudes)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "06aed24d", "metadata": {}, "source": [ "## Conclusions\n", "\n", "In this notebook, we have looked at how to load old data from .txt files, and some tips/tricks for how to work with and analyze the data. Feel free to use any of this code in your notebooks as you're learning how to analyze Oqtant QMS data. And remember that it's always nice to save your job data as you run jobs in case you ever want to re-analyze the data sometime in the future! " ] } ], "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": "3.10.11" } }, "nbformat": 4, "nbformat_minor": 5 }