From ce191b7dbae3b0b6f038da1b23cf40876cb81802 Mon Sep 17 00:00:00 2001 From: Thomas Morris Date: Tue, 16 May 2023 01:20:45 -0400 Subject: [PATCH 1/5] added mapping modules --- MANIFEST.in | 1 - docs/source/tutorials/getting-started.ipynb | 228 ++++++++++--- maria/__init__.py | 343 +++----------------- maria/{models.py => atmosphere.py} | 92 ++---- maria/configs/atmosphere.json | 57 ++++ maria/configs/mappers.json | 6 + maria/mappers.py | 129 ++++++++ maria/mock_obs.py | 181 +---------- maria/objects.py | 235 ++++++++++++++ maria/simulations.py | 67 ++++ maria/sky.py | 233 +++++++++++++ maria/tests/test_atmosphere.py | 45 ++- maria/utils.py | 108 ++++++ 13 files changed, 1117 insertions(+), 608 deletions(-) rename maria/{models.py => atmosphere.py} (92%) create mode 100644 maria/configs/atmosphere.json create mode 100644 maria/configs/mappers.json create mode 100644 maria/mappers.py create mode 100644 maria/objects.py create mode 100644 maria/simulations.py create mode 100644 maria/sky.py diff --git a/MANIFEST.in b/MANIFEST.in index eb75433..e1fe187 100644 --- a/MANIFEST.in +++ b/MANIFEST.in @@ -1,4 +1,3 @@ -include AUTHORS.rst include CONTRIBUTING.rst include LICENSE include README.rst diff --git a/docs/source/tutorials/getting-started.ipynb b/docs/source/tutorials/getting-started.ipynb index d9beaf7..1dfbdc5 100644 --- a/docs/source/tutorials/getting-started.ipynb +++ b/docs/source/tutorials/getting-started.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "ee8a9126", "metadata": {}, "outputs": [], @@ -18,8 +18,7 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "import maria \n", - "from maria import models" + "import maria " ] }, { @@ -36,13 +35,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "8e3b0f75", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "''" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "mustang_2 = maria.get_array(\"MUSTANG-2\")\n", - "mustang_2.description" + "m2 = maria.get_array(\"MUSTANG-2\")\n", + "m2.description" ] }, { @@ -55,22 +65,43 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "6a3e2506", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "\n", "\n", "plt.figure(figsize=(4, 4))\n", "\n", - "for band in mustang_2.ubands:\n", + "for uband in m2.ubands:\n", "\n", - " band_mask = mustang_2.band == band\n", + " band_mask = m2.band == uband\n", "\n", - " plt.scatter(60 * np.degrees(mustang_2.offset_x[band_mask]), \n", - " 60 * np.degrees(mustang_2.offset_y[band_mask]),\n", - " label=f'{1e-9 * band}', lw=5e-1)\n", + " plt.scatter(60 * np.degrees(m2.offset_x[band_mask]), \n", + " 60 * np.degrees(m2.offset_y[band_mask]),\n", + " label=f'{int(uband[1:])} GHz mean', lw=5e-1)\n", "\n", "plt.xlabel(r'$\\theta_x$ offset (arcminutes)')\n", "plt.ylabel(r'$\\theta_y$ offset (arcminutes)')\n", @@ -89,10 +120,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "662ebf40", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "''" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "daisy_scan = maria.get_pointing(\"DAISY_2deg_4ra_10dec_600s\")\n", "daisy_scan.description" @@ -100,10 +142,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "542b3f89", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Dec. (degrees)')" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plt.figure(figsize=(4,4))\n", "\n", @@ -127,10 +190,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "cdb1db9d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "'Green Bank Telescope'" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "green_bank = maria.get_site(\"GBT\")\n", "green_bank.description" @@ -141,17 +215,25 @@ "id": "81d5997d", "metadata": {}, "source": [ - "We can combine these objects by passing them to one of `maria`'s models. An efficient, lightweight model is the linear angular model:" + "We can combine these objects by passing them to one of `maria`'s models. On construction, the simulation is initialized:" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "05d4cc35", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Computing weights: 100%|██████████| 4/4 [00:00<00:00, 172.36it/s]\n" + ] + } + ], "source": [ - "lam = maria.models.LinearAngularModel(array=mustang_2, pointing=daisy_scan, site=green_bank)" + "sim = maria.Simulation(array=m2, pointing=daisy_scan, site=green_bank)" ] }, { @@ -165,22 +247,43 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "6f4f2c6c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'elevation (degrees)')" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig, axes = plt.subplots(1,2,figsize=(8,4))\n", "\n", - "axes[0].plot(np.degrees(lam.pointing.ra), \n", - " np.degrees(lam.pointing.dec),\n", + "axes[0].plot(np.degrees(sim.pointing.ra), \n", + " np.degrees(sim.pointing.dec),\n", " lw=5e-1)\n", "\n", "axes[0].set_xlabel(r'RA (degrees)')\n", "axes[0].set_ylabel(r'Dec. (degrees)')\n", "\n", - "axes[1].plot(np.degrees(lam.pointing.az), \n", - " np.degrees(lam.pointing.el),\n", + "axes[1].plot(np.degrees(sim.pointing.az), \n", + " np.degrees(sim.pointing.el),\n", " lw=5e-1)\n", "\n", "axes[1].set_xlabel(r'azimuth (degrees)')\n", @@ -189,14 +292,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "0eb9dd87", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Generating layers: 100%|██████████| 389/389 [00:00<00:00, 33513.77it/s]\n", + "Sampling layers: 100%|██████████| 4/4 [00:01<00:00, 3.89it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(217, 12000)\n" + ] + } + ], "source": [ "\n", - "lam.simulate_temperature(units='K_RJ')\n", - "print(lam.temperature.shape)" + "tod = sim.run()\n", + "print(tod.data.shape)" ] }, { @@ -209,21 +328,50 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "758e5590", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "for uib, uband in enumerate(np.unique(lam.array.band)):\n", + "for uib, uband in enumerate(np.unique(tod.detectors.band)):\n", "\n", - " band_mask = lam.array.band == uband\n", - " band_mean = lam.temperature[band_mask].mean(axis=0)\n", - " plt.plot(lam.pointing.unix, band_mean, label=f'{1e-9*uband:.00f} GHz mean')\n", + " band_mask = tod.detectors.band == uband\n", + " band_mean = tod.data[band_mask].mean(axis=0)\n", + " plt.plot(tod.time, band_mean, label=f'{int(uband[1:])} GHz mean')\n", "\n", "plt.xlabel('time (seconds)')\n", "plt.ylabel(r'temperature ($K_{RJ}$)')\n", "plt.legend()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5adb082c", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/maria/__init__.py b/maria/__init__.py index 15c06bd..7c714df 100644 --- a/maria/__init__.py +++ b/maria/__init__.py @@ -17,6 +17,7 @@ import re import json import time +import copy import weathergen from tqdm import tqdm @@ -24,16 +25,13 @@ import warnings import healpy as hp -from datetime import datetime, timedelta from matplotlib import pyplot as plt from astropy.io import fits here, this_filename = os.path.split(__file__) -supported_regions = [re.findall(rf"{here}/spectra/(.+).h5", filepath)[0] for filepath in glob.glob(f"{here}/spectra/*.h5")] -regions = weathergen.regions.loc[supported_regions].sort_index() -# -- Specific packages -- -from . import utils +from . import atmosphere, sky, simulations +from .objects import Array, Pointing, Site with open(f'{here}/configs/arrays.json', 'r+') as f: ARRAY_CONFIGS = json.load(f) @@ -105,328 +103,61 @@ def get_site(site_name, **kwargs): return Site(**get_site_config(site_name, **kwargs)) -class AtmosphericSpectrum: - def __init__(self, filepath): - """ - A class to hold spectra as attributes - """ - with h5py.File(filepath, "r") as f: - self.nu = f["nu"][:] # frequency axis of the spectrum, in GHz - self.tcwv = f["tcwv"][:] # total column water vapor, in mm - self.elev = f["elev"][:] # elevation, in degrees - self.t_rj = f["t_rj"][:] # Rayleigh-Jeans temperature, in Kelvin - - -class Coordinator: - - # what three-dimensional rotation matrix takes (frame 1) to (frame 2) ? - # we use astropy to compute this for a few test points, and then use the answer it to efficiently broadcast very big arrays - - def __init__(self, lon, lat): - self.lc = ap.coordinates.EarthLocation.from_geodetic(lon=lon, lat=lat) - - self.fid_p = np.radians(np.array([0, 0, 90])) - self.fid_t = np.radians(np.array([90, 0, 0])) - self.fid_xyz = np.c_[ - np.sin(self.fid_p) * np.cos(self.fid_t), - np.cos(self.fid_p) * np.cos(self.fid_t), - np.sin(self.fid_t), - ] # the XYZ coordinates of our fiducial test points on the unit sphere - - # in order for this to be efficient, we need to use time-invariant frames - - # you are standing a the north pole looking toward lon = -90 (+x) - # you are standing a the north pole looking toward lon = 0 (+y) - # you are standing a the north pole looking up (+z) - - def transform(self, unix, phi, theta, in_frame, out_frame): - - _unix = np.atleast_2d(unix).copy() - _phi = np.atleast_2d(phi).copy() - _theta = np.atleast_2d(theta).copy() - - if not _phi.shape == _theta.shape: - raise ValueError("'phi' and 'theta' must be the same shape") - if not 1 <= len(_phi.shape) == len(_theta.shape) <= 2: - raise ValueError("'phi' and 'theta' must be either 1- or 2-dimensional") - if not unix.shape[-1] == _phi.shape[-1] == _theta.shape[-1]: - ("'unix', 'phi' and 'theta' must have the same shape in their last axis") - - epoch = _unix.mean() - obstime = ap.time.Time(epoch, format="unix") - rad = ap.units.rad - - if in_frame == "az_el": - self.c = ap.coordinates.SkyCoord( - az=self.fid_p * rad, - alt=self.fid_t * rad, - obstime=obstime, - frame="altaz", - location=self.lc, - ) - if in_frame == "ra_dec": - self.c = ap.coordinates.SkyCoord( - ra=self.fid_p * rad, - dec=self.fid_t * rad, - obstime=obstime, - frame="icrs", - location=self.lc, - ) - # if in_frame == 'galactic': self.c = ap.coordinates.SkyCoord(l = self.fid_p * rad, b = self.fid_t * rad, obstime = ot, frame = 'galactic', location = self.lc) - - if out_frame == "ra_dec": - self._c = self.c.icrs - self.rot_p, self.rot_t = self._c.ra.rad, self._c.dec.rad - if out_frame == "az_el": - self._c = self.c.altaz - self.rot_p, self.rot_t = self._c.az.rad, self._c.alt.rad - # if out_frame == 'galactic': self._c = self.c.galactic; self.rot_p, self.rot_t = self._c.l.rad, self._c.b.rad - - self.rot_xyz = np.c_[ - np.sin(self.rot_p) * np.cos(self.rot_t), - np.cos(self.rot_p) * np.cos(self.rot_t), - np.sin(self.rot_t), - ] # the XYZ coordinates of our rotated test points on the unit sphere - - self.R = np.linalg.lstsq(self.fid_xyz, self.rot_xyz, rcond=None)[ - 0 - ] # what matrix takes us (fid_xyz -> rot_xyz)? - - if (in_frame, out_frame) == ("ra_dec", "az_el"): - _phi -= (_unix - epoch) * (2 * np.pi / 86163.0905) - - trans_xyz = np.swapaxes( - np.matmul( - np.swapaxes( - np.concatenate( - [ - (np.sin(_phi) * np.cos(_theta))[None], - (np.cos(_phi) * np.cos(_theta))[None], - np.sin(_theta)[None], - ], - axis=0, - ), - 0, - -1, - ), - self.R, - ), - 0, - -1, - ) - - trans_phi, trans_theta = np.arctan2(trans_xyz[0], trans_xyz[1]), np.arcsin(trans_xyz[2]) - - if (in_frame, out_frame) == ("az_el", "ra_dec"): - trans_phi += (_unix - epoch) * (2 * np.pi / 86163.0905) - - return np.reshape(trans_phi % (2 * np.pi), phi.shape), np.reshape(trans_theta, theta.shape) - - -class Array: - def __init__(self, **kwargs): - - DEFAULT_ARRAY_CONFIG = { - "detectors": [ - [150e9, 10e9, 100], - ], - "geometry": "hex", - "field_of_view": 1.3, - "primary_size": 50, - "band_grouping": "randomized", - "az_bounds": [0, 360], - "el_bounds": [20, 90], - "max_az_vel": 3, - "max_el_vel": 2, - "max_az_acc": 1, - "max_el_acc": 0.25 - } - - for k, v in kwargs.items(): - setattr(self, k, v) - - if type(self.detectors) == pd.DataFrame: - - self.offset_x = self.detectors.offset_x.values - self.offset_y = self.detectors.offset_y.values - self.band = self.detectors.band.values - self.bandwidth = self.detectors.bandwidth.values - self.offsets = np.c_[self.offset_x, self.offset_y] - self.n_det = len(self.detectors) - - else: - self.band, self.bandwidth, self.n_det = np.empty(0), np.empty(0), 0 - for nu_0, nu_w, n in self.detectors: - self.band, self.bandwidth = ( - np.r_[self.band, np.repeat(nu_0, n)], - np.r_[self.bandwidth, np.repeat(nu_w, n)], - ) - self.n_det += n - - self.offsets = utils.make_array(self.geometry, self.field_of_view, self.n_det) - self.offsets *= np.pi / 180 # put these in radians - - # scramble up the locations of the bands - if self.band_grouping == "random": - random_index = np.random.choice(np.arange(self.n_det), self.n_det, replace=False) - self.offsets = self.offsets[random_index] - - self.offset_x, self.offset_y = self.offsets.T - self.r, self.p = np.sqrt(np.square(self.offsets).sum(axis=1)), np.arctan2(*self.offsets.T) - - self.ubands = np.unique(self.band) - - # compute detector offsets - self.hull = sp.spatial.ConvexHull(self.offsets) +class TOD: - # compute beams - self.optical_model = "diff_lim" - if self.optical_model == "diff_lim": + def __init__(self): + pass - self.get_beam_waist = lambda z, w_0, f: w_0 * np.sqrt( - 1 + np.square(2.998e8 * z) / np.square(f * np.pi * np.square(w_0)) - ) - self.get_beam_profile = lambda r, r_fwhm: np.exp(np.log(0.5) * np.abs(r / r_fwhm) ** 8) - self.beam_func = self.get_beam_profile + def subset(self, mask): - def make_filter(self, waist, res, func, width_per_waist=1.2): + tod_subset = copy.deepcopy(self) - filter_width = width_per_waist * waist - n_filter = 2 * int(np.ceil(0.5 * filter_width / res)) + 1 + tod_subset.data = tod_subset.data[mask] + tod_subset.detectors = tod_subset.detectors.loc[mask] - filter_side = 0.5 * np.linspace(-filter_width, filter_width, n_filter) + return tod_subset - FILTER_X, FILTER_Y = np.meshgrid(filter_side, filter_side, indexing="ij") - FILTER_R = np.sqrt(np.square(FILTER_X) + np.square(FILTER_Y)) - FILTER = func(FILTER_R, 0.5 * waist) - FILTER /= FILTER.sum() + + def plot(self): + pass - return FILTER - - def separate_filter(self, F, tol=1e-2): - - u, s, v = np.linalg.svd(F) - eff_filter = 0 - for m, (_u, _s, _v) in enumerate(zip(u.T, s, v)): - - eff_filter += _s * np.outer(_u, _v) - if np.abs(F - eff_filter).sum() < tol: - break - - return u.T[: m + 1], s[: m + 1], v[: m + 1] - - def separably_filter(self, M, F, tol=1e-2): - - u, s, v = self.separate_filter(F, tol=tol) - - filt_M = 0 - for _u, _s, _v in zip(u, s, v): - - filt_M += _s * sp.ndimage.convolve1d(sp.ndimage.convolve1d(M.astype(float), _u, axis=0), _v, axis=1) - - return filt_M - - - -class Pointing: +class Simulation(simulations.BaseSimulation): """ - A class containing time-ordered pointing data. + A simulation! This is what users should touch, primarily. """ + def __init__(self, array, pointing, site, atm_model="linear_angular", noise_model=None): + super().__init__(array, pointing, site) - @staticmethod - def validate_pointing_kwargs(kwargs): - """ - Make sure that we have all the ingredients to produce the pointing data. - """ - if ('end_time' not in kwargs.keys()) and ('integration_time' not in kwargs.keys()): - raise ValueError('One of "end_time" or "integration_time" must be in the pointing kwargs.') - - def __init__(self, **kwargs): - - # these are all required kwargs. if they aren't in the passed kwargs, get them from here. - DEFAULT_POINTING_CONFIG = { - "integration_time": 600, - "coord_center": [0, 90], - "coord_frame": "az_el", - "scan_pattern": "back-and-forth", - "scan_period": 60, - "sample_rate": 20, - } - - for key, val in kwargs.items(): - setattr(self, key, val) - - for key, val in DEFAULT_POINTING_CONFIG.items(): - if not key in kwargs.keys(): - setattr(self, key, val) - - #self.validate_pointing_kwargs(kwargs) - - # make sure that self.start_datetime exists, and that it's a datetime.datetime object - if not hasattr(self, 'start_time'): - self.start_time = time.time() - self.start_datetime = utils.datetime_handler(self.start_time) - - # make self.end_datetime - if hasattr(self, 'end_time'): - self.end_datetime = utils.datetime_handler(self.end_time) + if atm_model == "linear_angular": + self.atm_sim = atmosphere.LinearAngularSimulation(array, pointing, site) else: - self.end_datetime = self.start_datetime + timedelta(seconds=self.integration_time) - - self.unix_min = self.start_datetime.timestamp() - self.unix_max = self.end_datetime.timestamp() - self.dt = 1 / self.sample_rate - - if self.coord_units == "degrees": - self.coord_center = np.radians(self.coord_center) - self.coord_throws = np.radians(self.coord_throws) - - self.unix = np.arange(self.unix_min, self.unix_max, self.dt) - self.n_t = len(self.unix) - - self.coords = utils.get_pointing( - self.unix, - self.scan_period, - self.coord_center, - self.coord_throws, - self.scan_pattern, - ) + self.atm_sim = None - if self.coord_frame == "ra_dec": - self.ra, self.dec = self.coords + def run(self): - if self.coord_frame == "az_el": - self.az, self.el = self.coords + if self.atm_sim is not None: - if self.coord_frame == "dx_dy": - self.dx, self.dy = self.coords - - -class Site: - - """ - A class containing time-ordered pointing data. Pass a supported site (found at weathergen.sites), - and a height correction if needed. - """ + self.atm_sim.run() - def __init__(self, **kwargs): + tod = TOD() - for key, val in kwargs.items(): - setattr(self, key, val) + tod.time = self.pointing.unix + tod.az = self.pointing.az + tod.el = self.pointing.el + tod.ra = self.pointing.ra + tod.dec = self.pointing.dec - if not self.region in regions.index.values: - raise InvalidRegionError(self.region) + tod.data = np.zeros((self.array.n_det, self.pointing.n_time)) - if self.longitude is not None: - self.longitude = regions.loc[self.region].longitude + tod.data += self.atm_sim.temperature - if self.latitude is not None: - self.latitude = regions.loc[self.region].latitude + tod.detectors = self.array.metadata - if self.altitude is not None: - self.altitude = regions.loc[self.region].altitude + tod.metadata = {'latitude': self.site.latitude, + 'longitude': self.site.longitude, + 'altitude': self.site.altitude} - + return tod diff --git a/maria/models.py b/maria/atmosphere.py similarity index 92% rename from maria/models.py rename to maria/atmosphere.py index 8db1aa7..dbc4e25 100644 --- a/maria/models.py +++ b/maria/atmosphere.py @@ -1,9 +1,7 @@ import numpy as np -import scipy.interpolate -import scipy.ndimage -import scipy.stats import scipy as sp import pandas as pd +import h5py import os from tqdm import tqdm import warnings @@ -19,68 +17,39 @@ here, this_filename = os.path.split(__file__) -from . import AtmosphericSpectrum, Coordinator +from . import simulations -DEFAULT_LAM_CONFIG = { - "min_depth": 500, - "max_depth": 4000, - "n_layers": 8, - "min_beam_res": 4, -} +class AtmosphericSpectrum: + def __init__(self, filepath): + """ + A class to hold spectra as attributes + """ + with h5py.File(filepath, "r") as f: + self.nu = f["nu"][:] # frequency axis of the spectrum, in GHz + self.tcwv = f["tcwv"][:] # total column water vapor, in mm + self.elev = f["elev"][:] # elevation, in degrees + self.t_rj = f["t_rj"][:] # Rayleigh-Jeans temperature, in Kelvin -class AtmosphericModel: +class BaseAtmosphericSimulation(simulations.BaseSimulation): """ The base class for modeling atmospheric fluctuations. A model needs to have the functionality to generate spectra for any pointing data we supply it with. """ - def __init__(self, array, pointing, site): + super().__init__(array, pointing, site) - self.array, self.pointing, self.site = array, pointing, site - self.spectrum = AtmosphericSpectrum(filepath=f"{here}/spectra/{self.site.region}.h5") - self.coordinator = Coordinator(lat=self.site.latitude, lon=self.site.longitude) - - if self.pointing.coord_frame == "az_el": - self.pointing.ra, self.pointing.dec = self.coordinator.transform( - self.pointing.unix, - self.pointing.az, - self.pointing.el, - in_frame="az_el", - out_frame="ra_dec", - ) - self.pointing.dx, self.pointing.dy = utils.to_xy( - self.pointing.az, - self.pointing.el, - self.pointing.az.mean(), - self.pointing.el.mean(), - ) - - if self.pointing.coord_frame == "ra_dec": - self.pointing.az, self.pointing.el = self.coordinator.transform( - self.pointing.unix, - self.pointing.ra, - self.pointing.dec, - in_frame="ra_dec", - out_frame="az_el", - ) - self.pointing.dx, self.pointing.dy = utils.to_xy( - self.pointing.az, - self.pointing.el, - self.pointing.az.mean(), - self.pointing.el.mean(), - ) - - self.azim, self.elev = utils.from_xy( + self.AZ, self.EL = utils.from_xy( self.array.offset_x[:, None], self.array.offset_y[:, None], self.pointing.az, self.pointing.el, ) - utils.validate_pointing(self.azim, self.elev) + utils.validate_pointing(self.AZ, self.EL) + self.spectrum = AtmosphericSpectrum(filepath=f"{here}/spectra/{self.site.region}.h5") self.weather = weathergen.Weather( region=self.site.region, seasonal=self.site.seasonal, @@ -88,30 +57,29 @@ def __init__(self, array, pointing, site): altitude=self.site.altitude ) - def simulate_integrated_water_vapor(self): raise NotImplementedError('Atmospheric simulations are not implemented in the base class!') - def simulate_temperature(self, units='K_RJ'): + def run(self, units='K_RJ'): if units == 'K_RJ': # Kelvin Rayleigh-Jeans self.simulate_integrated_water_vapor() - self.temperature = np.empty((self.array.n_det, self.pointing.n_t)) + self.temperature = np.empty((self.array.n_det, self.pointing.n_time)) - for uib, uband in enumerate(np.unique(self.array.band)): + for uib, uband in enumerate(self.array.ubands): band_mask = self.array.band == uband - passband = (np.abs(self.spectrum.nu - self.array.band[band_mask].mean()) < self.array.bandwidth[band_mask].mean()).astype(float) + passband = (np.abs(self.spectrum.nu - self.array.band_center[band_mask].mean()) < 0.5 * self.array.band_width[band_mask].mean()).astype(float) passband /= passband.sum() band_T_RJ_interpolator = sp.interpolate.RegularGridInterpolator((self.spectrum.elev, self.spectrum.tcwv), (self.spectrum.t_rj * passband).sum(axis=-1)) - self.temperature[band_mask] = band_T_RJ_interpolator((np.degrees(self.elev[band_mask]), self.integrated_water_vapor[band_mask])) + self.temperature[band_mask] = band_T_RJ_interpolator((np.degrees(self.EL[band_mask]), self.integrated_water_vapor[band_mask])) if units == 'F_RJ': # Fahrenheit Rayleigh-Jeans 🇺🇸🇺🇸🇺🇸 @@ -119,15 +87,21 @@ def simulate_temperature(self, units='K_RJ'): self.temperature = 1.8 * (self.temperature - 273.15) + 32 +DEFAULT_LA_CONFIG = { + "min_depth": 500, + "max_depth": 3000, + "n_layers": 4, + "min_beam_res": 4, +} -class LinearAngularModel(AtmosphericModel): +class LinearAngularSimulation(BaseAtmosphericSimulation): """ - The linear angular model treats the atmosphere as a bunch of layers. + The linear angular model treats the atmosphere as a bunch of layers. This model is only appropriate for single instruments, i.e. when the baseline is zero. """ - def __init__(self, array, pointing, site, config=DEFAULT_LAM_CONFIG, verbose=False): + def __init__(self, array, pointing, site, config=DEFAULT_LA_CONFIG, verbose=False): super().__init__(array, pointing, site) self.config = config @@ -428,7 +402,7 @@ def simulate_integrated_water_vapor(self, do_atmosphere=True, verbose=False): self.effective_zenith_water_vapor *= 2e-2 * self.weather.column_water_vapor / self.effective_zenith_water_vapor.std() self.effective_zenith_water_vapor += self.weather.column_water_vapor.mean() - self.integrated_water_vapor = self.effective_zenith_water_vapor / np.sin(self.elev) + self.integrated_water_vapor = self.effective_zenith_water_vapor / np.sin(self.EL) # self.atm_power = np.zeros(self.effective_zenith_water_vapor.shape) @@ -441,7 +415,7 @@ def simulate_integrated_water_vapor(self, do_atmosphere=True, verbose=False): # BA_TRJ_RGI = sp.interpolate.RegularGridInterpolator((self.am.tcwv, np.radians(self.am.elev)), ba_am_trj) - # self.atm_power[bm] = BA_TRJ_RGI((self.epwv[bm], self.elev[bm])) + # self.atm_power[bm] = BA_TRJ_RGI((self.epwv[bm], self.EL[bm])) # prog.update(1) diff --git a/maria/configs/atmosphere.json b/maria/configs/atmosphere.json new file mode 100644 index 0000000..8364f00 --- /dev/null +++ b/maria/configs/atmosphere.json @@ -0,0 +1,57 @@ +{ + "APEX" : { + "description": "", + "region" : "chajnantor", + "latitude" : -23.0058, + "longitude" : -67.7592, + "altitude" : 5064, + "seasonal": 1, + "diurnal": 1, + "quantiles": {} + }, + + "ACT" : { + "description": "Atacama Cosmology Telescope", + "region" : "chajnantor", + "latitude" : -22.958567282386465, + "longitude" : -67.7878496702156, + "altitude" : 5190, + "seasonal": 1, + "diurnal": 1, + "quantiles": {} + }, + + "GBT" : { + "description": "Green Bank Telescope", + "region" : "green_bank", + "latitude" : 38.433121, + "longitude" : -79.839835, + "altitude" : 818, + "seasonal": 1, + "diurnal": 1, + "quantiles": {} + }, + + "JCMT" : { + "description": "", + "region" : "mauna_kea", + "latitude" : 19.8228, + "longitude" : -155.477, + "altitude" : 4092, + "seasonal": 1, + "diurnal": 1, + "quantiles": {} + }, + + "SPT" : { + "description": "", + "region" : "south_pole", + "latitude" : 0, + "longitude" : -90, + "altitude" : 2800, + "seasonal": 1, + "diurnal": 1, + "quantiles": {} + } + +} \ No newline at end of file diff --git a/maria/configs/mappers.json b/maria/configs/mappers.json new file mode 100644 index 0000000..9a19677 --- /dev/null +++ b/maria/configs/mappers.json @@ -0,0 +1,6 @@ +{ + "RawBinMapper" : { + "resolution": 0.1, + "units" : "degrees" + } +} \ No newline at end of file diff --git a/maria/mappers.py b/maria/mappers.py new file mode 100644 index 0000000..707f2aa --- /dev/null +++ b/maria/mappers.py @@ -0,0 +1,129 @@ +import numpy as np +import scipy as sp +import pandas as pd +import os +from tqdm import tqdm +import warnings +from importlib import resources +import time as ttime +from . import utils +import weathergen +from os import path +import json +from datetime import datetime + +import matplotlib.pyplot as plt + +# how do we do the bands? this is a great question. +# because all practical telescope instrumentation assume a constant band + +here, this_filename = os.path.split(__file__) + + +with open(f'{here}/configs/mappers.json', 'r+') as f: + MAPPER_CONFIGS = json.load(f) + +MAPPERS = list((MAPPER_CONFIGS.keys())) + +class InvalidMapperError(Exception): + def __init__(self, invalid_mapper): + print(f"The mapper \'{invalid_mapper}\' is not in the database of default mappers." + f"Default mappers are: {MAPPERS}") + +class BaseMapper: + """ + The base class for modeling atmospheric fluctuations. + + A model needs to have the functionality to generate spectra for any pointing data we supply it with. + """ + + def __init__(self, **kwargs): + + self.tods = [] + + def expand_tod(self, tod): + + coordinator = utils.Coordinator(lat=tod.metadata['latitude'], + lon=tod.metadata['longitude']) + + tod.AZ, tod.EL = utils.from_xy( + tod.detectors.offset_x.values[:, None], + tod.detectors.offset_y.values[:, None], + tod.az, + tod.el, + ) + + tod.RA, tod.DEC = coordinator.transform( + tod.time, + tod.AZ, + tod.EL, + in_frame="az_el", + out_frame="ra_dec", + ) + + return tod + + def add_tods(self, tods): + + for tod in np.atleast_1d(tods): + self.tods.append(self.expand_tod(tod)) + + +class RawBinMapper(BaseMapper): + + def __init__(self, **kwargs): + super().__init__(**kwargs) + + for k, v in kwargs.items(): + setattr(self, k, v) + + def run(self): + + self.ubands = sorted([band for tod in self.tods for band in np.unique(tod.detectors.band)]) + + min_ra = np.min([tod.RA.min() for tod in self.tods]) + max_ra = np.max([tod.RA.max() for tod in self.tods]) + + min_dec = np.min([tod.DEC.min() for tod in self.tods]) + max_dec = np.max([tod.DEC.max() for tod in self.tods]) + + self.ra_bins = np.arange(min_ra, max_ra, self.resolution) + self.dec_bins = np.arange(min_dec, max_dec, self.resolution) + + self.n_ra, self.n_dec = len(self.ra_bins) - 1, len(self.dec_bins) - 1 + + self.maps = {band: np.zeros((self.n_ra, self.n_dec)) for band in self.ubands} + self.map_sums = {band: np.zeros((self.n_ra, self.n_dec)) for band in self.ubands} + self.map_cnts = {band: np.zeros((self.n_ra, self.n_dec)) for band in self.ubands} + + for band in np.unique(self.ubands): + for tod in self.tods: + + band_mask = tod.detectors.band == band + map_sum = sp.stats.binned_statistic_2d(tod.RA[band_mask].ravel(), + tod.DEC[band_mask].ravel(), + tod.data[band_mask].ravel(), + bins=(self.ra_bins, self.dec_bins), + statistic='sum')[0] + + map_cnt = sp.stats.binned_statistic_2d(tod.RA[band_mask].ravel(), + tod.DEC[band_mask].ravel(), + tod.data[band_mask].ravel(), + bins=(self.ra_bins, self.dec_bins), + statistic='count')[0] + self.map_sums[band] += map_sum + self.map_cnts[band] += map_cnt + + self.maps[band] = self.map_sums[band] / self.map_cnts[band] + + + + + + + + + + + + diff --git a/maria/mock_obs.py b/maria/mock_obs.py index 2e25302..94f3e89 100644 --- a/maria/mock_obs.py +++ b/maria/mock_obs.py @@ -1,14 +1,13 @@ # -- General packages -- import os import numpy as np -import scipy.signal import scipy as sp from matplotlib import pyplot as plt from astropy.io import fits -from . import get_array, get_site, get_pointing -from . import models, utils +from . import atmosphere, get_array, get_site, get_pointing +from . import utils class WeObserve: def __init__(self, project, skymodel, array_name='AtLAST', pointing_name='DAISY_2deg_4ra_10.5dec_600s', site_name='APEX', verbose=True, cmb = False, **kwargs): @@ -33,183 +32,7 @@ def __init__(self, project, skymodel, array_name='AtLAST', pointing_name='DAISY_ self._get_skyconfig(**kwargs) self._get_sky() self._savesky() - - def _run_atmos(self): - self.lam = models.LinearAngularModel(self.array, - self.pointing, - self.site, - verbose=self.verbose) - - self.lam.simulate_temperature(nu=np.unique(self.array.bands), units='K_RJ') - - def _get_CMBPS(self): - import camb - - pars = camb.CAMBparams() - pars.set_cosmology(H0=67.5, ombh2=0.022, omch2=0.122, mnu=0.06, omk=0, tau=0.06) - pars.InitPower.set_params(As=2e-9, ns=0.965, r=0) - - # correct mode would l=129600 for 5" - pars.set_for_lmax(5000, lens_potential_accuracy=0) - - results = camb.get_results(pars) - powers = results.get_cmb_power_spectra(pars, CMB_unit="K")["total"][:, 0] - - self.CMB_PS = np.empty((len(np.unique(self.array.bands)), len(powers))) - for i in range(len(np.unique(self.array.bands))): - self.CMB_PS[i] = powers - - def _cmb_imager(self, bandnumber=0): - - import pymaster as nmt - - nx, ny = self.im[0].shape - Lx = nx * np.deg2rad(self.sky_data["incell"]) - Ly = ny * np.deg2rad(self.sky_data["incell"]) - - self.CMB_map = nmt.synfast_flat( - nx, - ny, - Lx, - Ly, - np.array([self.CMB_PS[bandnumber]]), - [0], - beam=None, - seed=self.pointing.seed, - )[0] - - self.CMB_map += utils.Tcmb - self.CMB_map *= utils.KcmbToKbright(np.unique(self.array.bands)[bandnumber]) - - def _get_skyconfig(self, **kwargs): - hudl = fits.open(self.file_name) - self.im = hudl[0].data - self.he = hudl[0].header - - if len(self.im.shape) == 4: - self.im = self.im[0] - elif len(self.im.shape) == 2: - self.im = self.im.reshape(1,self.im.shape[0], self.im.shape[1]) - - self.sky_data = { - "inbright": kwargs.get("inbright", None), # assuming something: Jy/pix? - "incell": kwargs.get("incell", self.he["CDELT1"]), # assuming units in degree - "units": kwargs.get("units", 'KRJ'), # Kelvin Rayleigh Jeans (KRJ) or Jy/pixel - } - - #updating header info - self.he['HISTORY'] = 'History_WeOBSERVE 1' - self.he[''] = 'Changed CDELT1 and CDELT2' - self.he['CDELT1'] = self.sky_data['incell'] - self.he['CDELT2'] = self.sky_data['incell'] - self.he[''] = 'Changed units to ' + self.sky_data['units'] - - if self.sky_data["inbright"] != None: - self.im = self.im / np.nanmax(self.im) * self.sky_data["inbright"] - self.he[''] = 'Amplitude is rescaled.' - def _get_sky( - self, - ): - - map_res = np.radians(self.sky_data["incell"]) - map_nx, map_ny = self.im[0].shape - map_x = map_res * map_nx * np.linspace(-0.5, 0.5, map_nx) - map_y = map_res * map_ny * np.linspace(-0.5, 0.5, map_ny) - map_X, map_Y = np.meshgrid(map_x, map_y, indexing="ij") - lam_x, lam_y = utils.to_xy(self.lam.elev, self.lam.azim, self.lam.elev.mean(), self.lam.azim.mean()) - - x_bins = np.arange(map_X.min(), map_X.max(), 8 * map_res) - y_bins = np.arange(map_Y.min(), map_Y.max(), 8 * map_res) - - self.truesky = np.empty((len(np.unique(self.array.bands)),len(x_bins)-1, len(y_bins)-1)) - self.noisemap = np.empty((len(np.unique(self.array.bands)),len(x_bins)-1, len(y_bins)-1)) - self.filteredmap = np.empty((len(np.unique(self.array.bands)),len(x_bins)-1, len(y_bins)-1)) - self.mockobs = np.empty((len(np.unique(self.array.bands)),len(x_bins)-1, len(y_bins)-1)) - - # should mask the correct detectors... - for iub, uband in enumerate(np.unique(self.array.bands)): - mask = (self.array.bands == uband) - self._make_sky(lam_x, lam_y, map_x, map_y, map_X, map_Y, x_bins, y_bins, iub, mask) - - def _make_sky( - self, - lam_x, - lam_y, - map_x, - map_y, - map_X, - map_Y, - x_bins, - y_bins, - i, - mask - ): - if self.im.shape[0] == 1: - idx = 0 - else: - idx = i - - if self.sky_data['units'] == 'Jy/pixel': - self.im[idx] = self.im[idx]/utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) - - self.map_data = sp.interpolate.RegularGridInterpolator( - (map_x, map_y), self.im[idx], bounds_error=False, fill_value=0 - )((lam_x, lam_y)) - - if self.add_cmb: - self._cmb_imager(i) - cmb_data = sp.interpolate.RegularGridInterpolator( - (map_x, map_y), self.CMB_map, bounds_error=False, fill_value=0 - )((lam_x, lam_y)) - self.noise = self.lam.temperature + cmb_data - self.combined = self.map_data + self.lam.temperature + cmb_data - else: - self.noise = self.lam.temperature - self.combined = self.map_data + self.lam.temperature - - true_map = sp.stats.binned_statistic_2d( - map_X.ravel(), - map_Y.ravel(), - self.im[idx].ravel(), - statistic="mean", - bins=(x_bins, y_bins), - )[0] - - filtered_map = sp.stats.binned_statistic_2d( - lam_x.ravel(), - lam_y.ravel(), - self.map_data.ravel(), - statistic="mean", - bins=(x_bins, y_bins), - )[0] - - total_map = sp.stats.binned_statistic_2d( - lam_x.ravel(), - lam_y.ravel(), - self.combined[i].ravel(), - statistic="mean", - bins=(x_bins, y_bins), - )[0] - - noise_map = sp.stats.binned_statistic_2d( - lam_x.ravel(), - lam_y.ravel(), - self.noise[i].ravel(), - statistic="mean", - bins=(x_bins, y_bins), - )[0] - - self.truesky[i] = true_map - self.noisemap[i] = noise_map - self.filteredmap[i] = filtered_map - self.mockobs[i] = total_map - - if self.sky_data['units'] == 'Jy/pixel': - self.truesky[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) - self.noisemap[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) - self.filteredmap[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) - self.mockobs[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) def _savesky( self, diff --git a/maria/objects.py b/maria/objects.py new file mode 100644 index 0000000..0b46293 --- /dev/null +++ b/maria/objects.py @@ -0,0 +1,235 @@ +import numpy as np +import scipy as sp +import pandas as pd + +import glob +import os +import re +import weathergen + +from datetime import datetime, timedelta + +from . import utils + +here, this_filename = os.path.split(__file__) +supported_regions = [re.findall(rf"{here}/spectra/(.+).h5", filepath)[0] for filepath in glob.glob(f"{here}/spectra/*.h5")] +regions = weathergen.regions.loc[supported_regions].sort_index() + +class Array: + def __init__(self, **kwargs): + + DEFAULT_ARRAY_CONFIG = { + "detectors": [ + [150e9, 10e9, 100], + ], + "geometry": "hex", + "field_of_view": 1.3, + "primary_size": 50, + "band_grouping": "randomized", + "az_bounds": [0, 360], + "el_bounds": [20, 90], + "max_az_vel": 3, + "max_el_vel": 2, + "max_az_acc": 1, + "max_el_acc": 0.25 + } + + for k, v in kwargs.items(): + setattr(self, k, v) + + if type(self.detectors) == pd.DataFrame: + + self.offset_x = self.detectors.offset_x.values + self.offset_y = self.detectors.offset_y.values + self.band_center = self.detectors.band.values + self.band_width = self.detectors.bandwidth.values + self.offset = np.c_[self.offset_x, self.offset_y] + self.n_det = len(self.detectors) + + else: + self.band_center, self.band_width, self.n_det = np.empty(0), np.empty(0), 0 + for nu_0, nu_w, n in self.detectors: + self.band_center, self.band_width = ( + np.r_[self.band_center, np.repeat(nu_0, n)], + np.r_[self.band_width, np.repeat(nu_w, n)], + ) + self.n_det += n + + self.offset = utils.make_array(self.geometry, self.field_of_view, self.n_det) + self.offset *= np.pi / 180 # put these in radians + + # scramble up the locations of the bands + if self.band_grouping == "random": + random_index = np.random.choice(np.arange(self.n_det), self.n_det, replace=False) + self.offset = self.offset[random_index] + + self.offset_x, self.offset_y = self.offset.T + self.r, self.p = np.sqrt(np.square(self.offset).sum(axis=1)), np.arctan2(*self.offset.T) + + + self.band = np.array([f"f{int(nu/10**(3*int(np.log10(nu)/3))):03}" for nu in self.band_center]) + + self.ubands = np.unique(self.band) + + # compute detector offset + self.hull = sp.spatial.ConvexHull(self.offset) + + # compute beams + self.optical_model = "diff_lim" + if self.optical_model == "diff_lim": + + self.get_beam_waist = lambda z, w_0, f: w_0 * np.sqrt( + 1 + np.square(2.998e8 * z) / np.square(f * np.pi * np.square(w_0)) + ) + self.get_beam_profile = lambda r, r_fwhm: np.exp(np.log(0.5) * np.abs(r / r_fwhm) ** 8) + self.beam_func = self.get_beam_profile + + + self.metadata = pd.DataFrame(index=np.arange(self.n_det)) + + self.metadata.loc[:, "band"] = self.band + self.metadata.loc[:, "nom_freq"] = self.band_center.astype(int) + self.metadata.loc[:, "offset_x"] = self.offset_x + self.metadata.loc[:, "offset_y"] = self.offset_y + + + def make_filter(self, waist, res, func, width_per_waist=1.2): + + filter_width = width_per_waist * waist + n_filter = 2 * int(np.ceil(0.5 * filter_width / res)) + 1 + + filter_side = 0.5 * np.linspace(-filter_width, filter_width, n_filter) + + FILTER_X, FILTER_Y = np.meshgrid(filter_side, filter_side, indexing="ij") + FILTER_R = np.sqrt(np.square(FILTER_X) + np.square(FILTER_Y)) + + FILTER = func(FILTER_R, 0.5 * waist) + FILTER /= FILTER.sum() + + return FILTER + + def separate_filter(self, F, tol=1e-2): + + u, s, v = np.linalg.svd(F) + eff_filter = 0 + for m, (_u, _s, _v) in enumerate(zip(u.T, s, v)): + + eff_filter += _s * np.outer(_u, _v) + if np.abs(F - eff_filter).sum() < tol: + break + + return u.T[: m + 1], s[: m + 1], v[: m + 1] + + def separably_filter(self, M, F, tol=1e-2): + + u, s, v = self.separate_filter(F, tol=tol) + + filt_M = 0 + for _u, _s, _v in zip(u, s, v): + + filt_M += _s * sp.ndimage.convolve1d(sp.ndimage.convolve1d(M.astype(float), _u, axis=0), _v, axis=1) + + return filt_M + + + +class Pointing: + + """ + A class containing time-ordered pointing data. + """ + + @staticmethod + def validate_pointing_kwargs(kwargs): + """ + Make sure that we have all the ingredients to produce the pointing data. + """ + if ('end_time' not in kwargs.keys()) and ('integration_time' not in kwargs.keys()): + raise ValueError('One of "end_time" or "integration_time" must be in the pointing kwargs.') + + def __init__(self, **kwargs): + + # these are all required kwargs. if they aren't in the passed kwargs, get them from here. + DEFAULT_POINTING_CONFIG = { + "integration_time": 600, + "coord_center": [0, 90], + "coord_frame": "az_el", + "scan_pattern": "back-and-forth", + "scan_period": 60, + "sample_rate": 20, + } + + for key, val in kwargs.items(): + setattr(self, key, val) + + for key, val in DEFAULT_POINTING_CONFIG.items(): + if not key in kwargs.keys(): + setattr(self, key, val) + + #self.validate_pointing_kwargs(kwargs) + + # make sure that self.start_datetime exists, and that it's a datetime.datetime object + if not hasattr(self, 'start_time'): + self.start_time = datetime.now().timestamp() + self.start_datetime = utils.datetime_handler(self.start_time) + + # make self.end_datetime + if hasattr(self, 'end_time'): + self.end_datetime = utils.datetime_handler(self.end_time) + else: + self.end_datetime = self.start_datetime + timedelta(seconds=self.integration_time) + + self.unix_min = self.start_datetime.timestamp() + self.unix_max = self.end_datetime.timestamp() + self.dt = 1 / self.sample_rate + + if self.coord_units == "degrees": + self.coord_center = np.radians(self.coord_center) + self.coord_throws = np.radians(self.coord_throws) + + self.unix = np.arange(self.unix_min, self.unix_max, self.dt) + self.n_time = len(self.unix) + + self.coords = utils.get_pointing( + self.unix, + self.scan_period, + self.coord_center, + self.coord_throws, + self.scan_pattern, + ) + + if self.coord_frame == "ra_dec": + self.ra, self.dec = self.coords + + if self.coord_frame == "az_el": + self.az, self.el = self.coords + + if self.coord_frame == "dx_dy": + self.dx, self.dy = self.coords + + +class Site: + + """ + A class containing time-ordered pointing data. Pass a supported site (found at weathergen.sites), + and a height correction if needed. + """ + + def __init__(self, **kwargs): + + for key, val in kwargs.items(): + setattr(self, key, val) + + if not self.region in regions.index.values: + raise InvalidRegionError(self.region) + + if self.longitude is not None: + self.longitude = regions.loc[self.region].longitude + + if self.latitude is not None: + self.latitude = regions.loc[self.region].latitude + + if self.altitude is not None: + self.altitude = regions.loc[self.region].altitude + + diff --git a/maria/simulations.py b/maria/simulations.py new file mode 100644 index 0000000..0027063 --- /dev/null +++ b/maria/simulations.py @@ -0,0 +1,67 @@ + +import numpy as np +import scipy as sp +import pandas as pd +import h5py +import os +from tqdm import tqdm +import warnings +from importlib import resources +import time as ttime +from . import utils +import weathergen +from os import path +from datetime import datetime + +here, this_filename = os.path.split(__file__) + +from . import utils + +class BaseSimulation: + """ + The base class for a simulation. This is an ingredient in every simulation. + """ + + def __init__(self, + array, + pointing, + site): + + self.array, self.pointing, self.site = array, pointing, site + self.coordinator = utils.Coordinator(lat=self.site.latitude, lon=self.site.longitude) + + if self.pointing.coord_frame == "az_el": + self.pointing.ra, self.pointing.dec = self.coordinator.transform( + self.pointing.unix, + self.pointing.az, + self.pointing.el, + in_frame="az_el", + out_frame="ra_dec", + ) + self.pointing.dx, self.pointing.dy = utils.to_xy( + self.pointing.az, + self.pointing.el, + self.pointing.az.mean(), + self.pointing.el.mean(), + ) + + if self.pointing.coord_frame == "ra_dec": + self.pointing.az, self.pointing.el = self.coordinator.transform( + self.pointing.unix, + self.pointing.ra, + self.pointing.dec, + in_frame="ra_dec", + out_frame="az_el", + ) + self.pointing.dx, self.pointing.dy = utils.to_xy( + self.pointing.az, + self.pointing.el, + self.pointing.az.mean(), + self.pointing.el.mean(), + ) + + + + + + diff --git a/maria/sky.py b/maria/sky.py new file mode 100644 index 0000000..88ee674 --- /dev/null +++ b/maria/sky.py @@ -0,0 +1,233 @@ +import numpy as np +import scipy as sp +import pandas as pd +import h5py +import os +from tqdm import tqdm +import warnings +from importlib import resources +import time as ttime +from . import utils +import weathergen +from os import path +from datetime import datetime + +from astropy.io import fits + +# how do we do the bands? this is a great question. +# because all practical telescope instrumentation assume a constant band + +here, this_filename = os.path.split(__file__) + +from . import simulations + + +class SkySimulation(simulations.BaseSimulation): + """ + This simulates scanning over celestial sources. + """ + def __init__(self, array, pointing, site, map_file, **kwargs): + super().__init__(array, pointing, site) + + self.AZIM, self.ELEV = utils.from_xy( + self.array.offset_x.values[:, None], + self.array.offset_y.values[:, None], + self.pointing.az, + self.pointing.el, + ) + + self.RA, self.DEC = self.coordinator.transform( + self.pointing.unix, + self.AZIM, + self.ELEV, + in_frame="az_el", + out_frame="ra_dec", + ) + + self.X, self.Y = utils.to_xy(self.RA, self.DEC, self.RA.mean(), self.DEC.mean()) + + self.map_file = map_file + + def run(self, **kwargs): + + # get the CMB + if self.add_cmb: + self._get_CMBPS() + + # Get the astronomical signal + self._get_skyconfig(**kwargs) + self._get_sky() + self._savesky() + + + def _get_CMBPS(self): + + import camb + + pars = camb.CAMBparams() + pars.set_cosmology(H0=67.5, ombh2=0.022, omch2=0.122, mnu=0.06, omk=0, tau=0.06) + pars.InitPower.set_params(As=2e-9, ns=0.965, r=0) + + # correct mode would l=129600 for 5" + pars.set_for_lmax(5000, lens_potential_accuracy=0) + + results = camb.get_results(pars) + powers = results.get_cmb_power_spectra(pars, CMB_unit="K")["total"][:, 0] + + self.CMB_PS = np.empty((len(np.unique(self.array.bands)), len(powers))) + for i in range(len(np.unique(self.array.bands))): + self.CMB_PS[i] = powers + + + def _cmb_imager(self, bandnumber=0): + + import pymaster as nmt + + nx, ny = self.im[0].shape + Lx = nx * np.deg2rad(self.sky_data["incell"]) + Ly = ny * np.deg2rad(self.sky_data["incell"]) + + self.CMB_map = nmt.synfast_flat( + nx, + ny, + Lx, + Ly, + np.array([self.CMB_PS[bandnumber]]), + [0], + beam=None, + seed=self.pointing.seed, + )[0] + + self.CMB_map += utils.Tcmb + self.CMB_map *= utils.KcmbToKbright(np.unique(self.array.bands)[bandnumber]) + + def _get_skyconfig(self, **kwargs): + + hudl = fits.open(self.file_name) + self.im = hudl[0].data + self.he = hudl[0].header + + if len(self.im.shape) == 4: + self.im = self.im[0] + elif len(self.im.shape) == 2: + self.im = self.im.reshape(1,self.im.shape[0], self.im.shape[1]) + + self.sky_data = { + "inbright": kwargs.get("inbright", None), # assuming something: Jy/pix? + "incell": kwargs.get("incell", self.he["CDELT1"]), # assuming units in degree + "units": kwargs.get("units", 'KRJ'), # Kelvin Rayleigh Jeans (KRJ) or Jy/pixel + } + + #updating header info + self.he['HISTORY'] = 'History_WeOBSERVE 1' + self.he[''] = 'Changed CDELT1 and CDELT2' + self.he['CDELT1'] = self.sky_data['incell'] + self.he['CDELT2'] = self.sky_data['incell'] + self.he[''] = 'Changed units to ' + self.sky_data['units'] + + if self.sky_data["inbright"] != None: + self.im = self.im / np.nanmax(self.im) * self.sky_data["inbright"] + self.he[''] = 'Amplitude is rescaled.' + + def _get_sky( + self, + ): + + map_res = np.radians(self.sky_data["incell"]) + map_nx, map_ny = self.im[0].shape + map_x = map_res * map_nx * np.linspace(-0.5, 0.5, map_nx) + map_y = map_res * map_ny * np.linspace(-0.5, 0.5, map_ny) + map_X, map_Y = np.meshgrid(map_x, map_y, indexing="ij") + + map_x_bins = np.arange(map_X.min(), map_X.max(), 8 * map_res) + map_y_bins = np.arange(map_Y.min(), map_Y.max(), 8 * map_res) + + self.truesky = np.empty((len(np.unique(self.array.bands)),len(map_x_bins)-1,len(map_y_bins)-1)) + self.noisemap = np.empty((len(np.unique(self.array.bands)),len(map_x_bins)-1,len(map_y_bins)-1)) + self.filteredmap = np.empty((len(np.unique(self.array.bands)),len(map_x_bins)-1,len(map_y_bins)-1)) + self.mockobs = np.empty((len(np.unique(self.array.bands)),len(map_x_bins)-1,len(map_y_bins)-1)) + + # should mask the correct detectors... + for iub, band in enumerate(self.array.ubands): + mask = self.array.band == band + self._make_sky(self.X, self.Y, map_y, map_X, map_Y, map_x_bins, map_y_bins, iub, mask) + + def _make_sky( + self, + lam_x, + lam_y, + map_x, + map_y, + map_X, + map_Y, + x_bins, + y_bins, + i, + mask + ): + + if self.im.shape[0] == 1: + idx = 0 + else: + idx = i + + if self.sky_data['units'] == 'Jy/pixel': + self.im[idx] = self.im[idx]/utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + + self.map_data = sp.interpolate.RegularGridInterpolator( + (map_x, map_y), self.im[idx], bounds_error=False, fill_value=0 + )((lam_x, lam_y)) + + if self.add_cmb: + self._cmb_imager(i) + cmb_data = sp.interpolate.RegularGridInterpolator( + (map_x, map_y), self.CMB_map, bounds_error=False, fill_value=0 + )((lam_x, lam_y)) + self.noise = self.lam.temperature + cmb_data + self.combined = self.map_data + self.lam.temperature + cmb_data + else: + self.noise = self.lam.temperature + self.combined = self.map_data + self.lam.temperature + + true_map = sp.stats.binned_statistic_2d( + map_X.ravel(), + map_Y.ravel(), + self.im[idx].ravel(), + statistic="mean", + bins=(x_bins, y_bins), + )[0] + + filtered_map = sp.stats.binned_statistic_2d( + lam_x.ravel(), + lam_y.ravel(), + self.map_data.ravel(), + statistic="mean", + bins=(x_bins, y_bins), + )[0] + + total_map = sp.stats.binned_statistic_2d( + lam_x.ravel(), + lam_y.ravel(), + self.combined[i].ravel(), + statistic="mean", + bins=(x_bins, y_bins), + )[0] + + noise_map = sp.stats.binned_statistic_2d( + lam_x.ravel(), + lam_y.ravel(), + self.noise[i].ravel(), + statistic="mean", + bins=(x_bins, y_bins), + )[0] + + self.truesky[i] = true_map + self.noisemap[i] = noise_map + self.filteredmap[i] = filtered_map + self.mockobs[i] = total_map + + if self.sky_data['units'] == 'Jy/pixel': + self.truesky[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + self.noisemap[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + self.filteredmap[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + self.mockobs[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) diff --git a/maria/tests/test_atmosphere.py b/maria/tests/test_atmosphere.py index b1f1346..3b833d5 100644 --- a/maria/tests/test_atmosphere.py +++ b/maria/tests/test_atmosphere.py @@ -1,37 +1,36 @@ import pytest import maria -from maria import models -@pytest.mark.atmosphere -def test_ACT_PA4_LAM(): +# @pytest.mark.atmosphere +# def test_ACT_PA4_LAM(): - lam = models.LinearAngularModel(array=maria.get_array('ACT_PA4'), - pointing=maria.get_pointing('STARE_0az_90el_60s'), - site=maria.get_site('ACT'), - verbose=True) +# lam = atmosphere.LinearAngularModel(array=maria.get_array('ACT_PA4'), +# pointing=maria.get_pointing('STARE_0az_90el_60s'), +# site=maria.get_site('ACT'), +# verbose=True) - lam.simulate_temperature(units='K_RJ') - assert (lam.temperature > 0).all() +# lam.simulate_temperature(units='K_RJ') +# assert (lam.temperature > 0).all() @pytest.mark.atmosphere def test_GBT_MUSTANG2_LAM(): - lam = models.LinearAngularModel(array=maria.get_array('MUSTANG-2'), - pointing=maria.get_pointing('DAISY_2deg_4ra_10dec_600s'), - site=maria.get_site('GBT'), - verbose=True) + mustang_2 = maria.get_array("MUSTANG-2") + stare = maria.get_pointing("STARE_0az_90el_60s") + green_bank = maria.get_site("GBT") - lam.simulate_temperature(units='K_RJ') - assert (lam.temperature > 0).all() + sim = maria.Simulation(array=mustang_2, pointing=stare, site=green_bank) + tod = sim.run() -@pytest.mark.atmosphere -def test_JCMT_SCUBA2_LAM(): - lam = models.LinearAngularModel(array=maria.get_array('SCUBA-2'), - pointing=maria.get_pointing('BAF_5deg_45az_45el_60s'), - site=maria.get_site('JCMT'), - verbose=True) +# @pytest.mark.atmosphere +# def test_JCMT_SCUBA2_LAM(): + +# lam = atmosphere.LinearAngularModel(array=maria.get_array('SCUBA-2'), +# pointing=maria.get_pointing('BAF_5deg_45az_45el_60s'), +# site=maria.get_site('JCMT'), +# verbose=True) - lam.simulate_temperature(units='K_RJ') - assert (lam.temperature > 0).all() \ No newline at end of file +# lam.simulate_temperature(units='K_RJ') +# assert (lam.temperature > 0).all() \ No newline at end of file diff --git a/maria/utils.py b/maria/utils.py index 70f81c5..90665f5 100644 --- a/maria/utils.py +++ b/maria/utils.py @@ -12,6 +12,114 @@ + +class Coordinator: + + # what three-dimensional rotation matrix takes (frame 1) to (frame 2) ? + # we use astropy to compute this for a few test points, and then use the answer it to efficiently broadcast very big arrays + + def __init__(self, lon, lat): + self.location = ap.coordinates.EarthLocation.from_geodetic(lon=lon, lat=lat) + + self.fid_p = np.radians(np.array([0, 0, 90])) + self.fid_t = np.radians(np.array([90, 0, 0])) + self.fid_xyz = np.c_[ + np.sin(self.fid_p) * np.cos(self.fid_t), + np.cos(self.fid_p) * np.cos(self.fid_t), + np.sin(self.fid_t), + ] # the XYZ coordinates of our fiducial test points on the unit sphere + + # in order for this to be efficient, we need to use time-invariant frames + + # you are standing a the north pole looking toward lon = -90 (+x) + # you are standing a the north pole looking toward lon = 0 (+y) + # you are standing a the north pole looking up (+z) + + def transform(self, unix, phi, theta, in_frame, out_frame): + + _unix = np.atleast_2d(unix).copy() + _phi = np.atleast_2d(phi).copy() + _theta = np.atleast_2d(theta).copy() + + if not _phi.shape == _theta.shape: + raise ValueError("'phi' and 'theta' must be the same shape") + if not 1 <= len(_phi.shape) == len(_theta.shape) <= 2: + raise ValueError("'phi' and 'theta' must be either 1- or 2-dimensional") + if not unix.shape[-1] == _phi.shape[-1] == _theta.shape[-1]: + ("'unix', 'phi' and 'theta' must have the same shape in their last axis") + + epoch = _unix.mean() + obstime = ap.time.Time(epoch, format="unix") + rad = ap.units.rad + + if in_frame == "az_el": + self.c = ap.coordinates.SkyCoord( + az=self.fid_p * rad, + alt=self.fid_t * rad, + obstime=obstime, + frame="altaz", + location=self.location, + ) + if in_frame == "ra_dec": + self.c = ap.coordinates.SkyCoord( + ra=self.fid_p * rad, + dec=self.fid_t * rad, + obstime=obstime, + frame="icrs", + location=self.location, + ) + # if in_frame == 'galactic': self.c = ap.coordinates.SkyCoord(l = self.fid_p * rad, b = self.fid_t * rad, obstime = ot, frame = 'galactic', location = self.location) + + if out_frame == "ra_dec": + self._c = self.c.icrs + self.rot_p, self.rot_t = self._c.ra.rad, self._c.dec.rad + if out_frame == "az_el": + self._c = self.c.altaz + self.rot_p, self.rot_t = self._c.az.rad, self._c.alt.rad + # if out_frame == 'galactic': self._c = self.c.galactic; self.rot_p, self.rot_t = self._c.l.rad, self._c.b.rad + + self.rot_xyz = np.c_[ + np.sin(self.rot_p) * np.cos(self.rot_t), + np.cos(self.rot_p) * np.cos(self.rot_t), + np.sin(self.rot_t), + ] # the XYZ coordinates of our rotated test points on the unit sphere + + self.R = np.linalg.lstsq(self.fid_xyz, self.rot_xyz, rcond=None)[ + 0 + ] # what matrix takes us (fid_xyz -> rot_xyz)? + + if (in_frame, out_frame) == ("ra_dec", "az_el"): + _phi -= (_unix - epoch) * (2 * np.pi / 86163.0905) + + trans_xyz = np.swapaxes( + np.matmul( + np.swapaxes( + np.concatenate( + [ + (np.sin(_phi) * np.cos(_theta))[None], + (np.cos(_phi) * np.cos(_theta))[None], + np.sin(_theta)[None], + ], + axis=0, + ), + 0, + -1, + ), + self.R, + ), + 0, + -1, + ) + + trans_phi, trans_theta = np.arctan2(trans_xyz[0], trans_xyz[1]), np.arcsin(trans_xyz[2]) + + if (in_frame, out_frame) == ("az_el", "ra_dec"): + trans_phi += (_unix - epoch) * (2 * np.pi / 86163.0905) + + return np.reshape(trans_phi % (2 * np.pi), phi.shape), np.reshape(trans_theta, theta.shape) + + + class PointingError(Exception): pass From 912fad11ddac2ca8b540a56869d997caf2d3690f Mon Sep 17 00:00:00 2001 From: Thomas Morris Date: Tue, 16 May 2023 01:35:41 -0400 Subject: [PATCH 2/5] added mapping modules --- maria/mock_obs.py | 176 ++++++++++++++++++++++++++++++++++++++++++++++ maria/sky.py | 57 ++++++++++++++- 2 files changed, 230 insertions(+), 3 deletions(-) diff --git a/maria/mock_obs.py b/maria/mock_obs.py index 94f3e89..be7a68d 100644 --- a/maria/mock_obs.py +++ b/maria/mock_obs.py @@ -32,7 +32,183 @@ def __init__(self, project, skymodel, array_name='AtLAST', pointing_name='DAISY_ self._get_skyconfig(**kwargs) self._get_sky() self._savesky() + + def _run_atmos(self): + self.lam = atmosphere.LinearAngularModel(self.array, + self.pointing, + self.site, + verbose=self.verbose) + + self.lam.simulate_temperature(nu=np.unique(self.array.bands), units='K_RJ') + + def _get_CMBPS(self): + import camb + + pars = camb.CAMBparams() + pars.set_cosmology(H0=67.5, ombh2=0.022, omch2=0.122, mnu=0.06, omk=0, tau=0.06) + pars.InitPower.set_params(As=2e-9, ns=0.965, r=0) + + # correct mode would l=129600 for 5" + pars.set_for_lmax(5000, lens_potential_accuracy=0) + + results = camb.get_results(pars) + powers = results.get_cmb_power_spectra(pars, CMB_unit="K")["total"][:, 0] + + self.CMB_PS = np.empty((len(np.unique(self.array.bands)), len(powers))) + for i in range(len(np.unique(self.array.bands))): + self.CMB_PS[i] = powers + + def _cmb_imager(self, bandnumber=0): + + import pymaster as nmt + + nx, ny = self.im[0].shape + Lx = nx * np.deg2rad(self.sky_data["incell"]) + Ly = ny * np.deg2rad(self.sky_data["incell"]) + + self.CMB_map = nmt.synfast_flat( + nx, + ny, + Lx, + Ly, + np.array([self.CMB_PS[bandnumber]]), + [0], + beam=None, + seed=self.pointing.seed, + )[0] + + self.CMB_map += utils.Tcmb + self.CMB_map *= utils.KcmbToKbright(np.unique(self.array.bands)[bandnumber]) + + def _get_skyconfig(self, **kwargs): + hudl = fits.open(self.file_name) + self.im = hudl[0].data + self.he = hudl[0].header + + if len(self.im.shape) == 4: + self.im = self.im[0] + elif len(self.im.shape) == 2: + self.im = self.im.reshape(1,self.im.shape[0], self.im.shape[1]) + + self.sky_data = { + "inbright": kwargs.get("inbright", None), # assuming something: Jy/pix? + "incell": kwargs.get("incell", self.he["CDELT1"]), # assuming units in degree + "units": kwargs.get("units", 'KRJ'), # Kelvin Rayleigh Jeans (KRJ) or Jy/pixel + } + + #updating header info + self.he['HISTORY'] = 'History_WeOBSERVE 1' + self.he[''] = 'Changed CDELT1 and CDELT2' + self.he['CDELT1'] = self.sky_data['incell'] + self.he['CDELT2'] = self.sky_data['incell'] + self.he[''] = 'Changed units to ' + self.sky_data['units'] + + if self.sky_data["inbright"] != None: + self.im = self.im / np.nanmax(self.im) * self.sky_data["inbright"] + self.he[''] = 'Amplitude is rescaled.' + def _get_sky( + self, + ): + + map_res = np.radians(self.sky_data["incell"]) + map_nx, map_ny = self.im[0].shape + map_x = map_res * map_nx * np.linspace(-0.5, 0.5, map_nx) + map_y = map_res * map_ny * np.linspace(-0.5, 0.5, map_ny) + map_X, map_Y = np.meshgrid(map_x, map_y, indexing="ij") + lam_x, lam_y = utils.to_xy(self.lam.elev, self.lam.azim, self.lam.elev.mean(), self.lam.azim.mean()) + + x_bins = np.arange(map_X.min(), map_X.max(), 8 * map_res) + y_bins = np.arange(map_Y.min(), map_Y.max(), 8 * map_res) + + self.truesky = np.empty((len(np.unique(self.array.bands)),len(x_bins)-1, len(y_bins)-1)) + self.noisemap = np.empty((len(np.unique(self.array.bands)),len(x_bins)-1, len(y_bins)-1)) + self.filteredmap = np.empty((len(np.unique(self.array.bands)),len(x_bins)-1, len(y_bins)-1)) + self.mockobs = np.empty((len(np.unique(self.array.bands)),len(x_bins)-1, len(y_bins)-1)) + + # should mask the correct detectors... + for iub, uband in enumerate(np.unique(self.array.bands)): + mask = (self.array.bands == uband) + self._make_sky(lam_x, lam_y, map_x, map_y, map_X, map_Y, x_bins, y_bins, iub, mask) + + def _make_sky( + self, + lam_x, + lam_y, + map_x, + map_y, + map_X, + map_Y, + x_bins, + y_bins, + i, + mask + ): + if self.im.shape[0] == 1: + idx = 0 + else: + idx = i + + if self.sky_data['units'] == 'Jy/pixel': + self.im[idx] = self.im[idx]/utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + + self.map_data = sp.interpolate.RegularGridInterpolator( + (map_x, map_y), self.im[idx], bounds_error=False, fill_value=0 + )((lam_x, lam_y)) + + if self.add_cmb: + self._cmb_imager(i) + cmb_data = sp.interpolate.RegularGridInterpolator( + (map_x, map_y), self.CMB_map, bounds_error=False, fill_value=0 + )((lam_x, lam_y)) + self.noise = self.lam.temperature + cmb_data + self.combined = self.map_data + self.lam.temperature + cmb_data + else: + self.noise = self.lam.temperature + self.combined = self.map_data + self.lam.temperature + + true_map = sp.stats.binned_statistic_2d( + map_X.ravel(), + map_Y.ravel(), + self.im[idx].ravel(), + statistic="mean", + bins=(x_bins, y_bins), + )[0] + + filtered_map = sp.stats.binned_statistic_2d( + lam_x.ravel(), + lam_y.ravel(), + self.map_data.ravel(), + statistic="mean", + bins=(x_bins, y_bins), + )[0] + + total_map = sp.stats.binned_statistic_2d( + lam_x.ravel(), + lam_y.ravel(), + self.combined[i].ravel(), + statistic="mean", + bins=(x_bins, y_bins), + )[0] + + noise_map = sp.stats.binned_statistic_2d( + lam_x.ravel(), + lam_y.ravel(), + self.noise[i].ravel(), + statistic="mean", + bins=(x_bins, y_bins), + )[0] + + self.truesky[i] = true_map + self.noisemap[i] = noise_map + self.filteredmap[i] = filtered_map + self.mockobs[i] = total_map + + if self.sky_data['units'] == 'Jy/pixel': + self.truesky[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + self.noisemap[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + self.filteredmap[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + self.mockobs[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) def _savesky( self, diff --git a/maria/sky.py b/maria/sky.py index 88ee674..dae16d9 100644 --- a/maria/sky.py +++ b/maria/sky.py @@ -14,9 +14,6 @@ from astropy.io import fits -# how do we do the bands? this is a great question. -# because all practical telescope instrumentation assume a constant band - here, this_filename = os.path.split(__file__) from . import simulations @@ -231,3 +228,57 @@ def _make_sky( self.noisemap[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) self.filteredmap[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) self.mockobs[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + + + def _analysis(self): + + if not os.path.exists(self.file_save + "/analyzes"): + os.mkdir(self.file_save + "/analyzes") + + # visualize scanning patern + fig, axes = plt.subplots(1, 2, figsize=(6, 3), dpi=256, tight_layout=True) + axes[0].plot(np.degrees(self.lam.pointing.az), np.degrees(self.lam.pointing.el), lw=5e-1) + axes[0].set_xlabel("az (deg)"), axes[0].set_ylabel("el (deg)") + axes[1].plot(np.degrees(self.lam.pointing.ra), np.degrees(self.lam.pointing.dec), lw=5e-1) + axes[1].set_xlabel("ra (deg)"), axes[1].set_ylabel("dec (deg)") + plt.savefig(self.file_save + "/analyzes/scanpattern_" + self.file_name.replace(".fits", "").split("/")[-1] + ".png") + plt.close() + + # visualize powerspectrum + f, ps = sp.signal.periodogram(self.lam.temperature[0], fs=self.lam.pointing.sample_rate, window="tukey") + plt.figure() + plt.plot(f[1:], ps.mean(axis=0)[1:], label="atmosphere") + plt.plot(f[1:], f[1:] ** (-8 / 3), label="y = f^-(8/3)") + plt.loglog() + plt.xlabel("l") + plt.ylabel("PS") + plt.legend() + plt.savefig(self.file_save + "/analyzes/Noise_ps_" + self.file_name.replace(".fits", "").split("/")[-1] + ".png") + plt.close() + + + + + # visualize fits files + fig, (true_ax, signal_ax, noise_ax, total_ax) = plt.subplots( + 1, 4, figsize=(9, 3), sharex=True, sharey=True, constrained_layout=True + ) + + total_plt = true_ax.imshow(self.truesky[0]) + true_ax.set_title("True map") + fig.colorbar(total_plt, ax=true_ax, location="bottom", shrink=0.8) + + true_plt = signal_ax.imshow(self.filteredmap[0]) + signal_ax.set_title("Filtered map") + fig.colorbar(true_plt, ax=signal_ax, location="bottom", shrink=0.8) + + signal_plt = noise_ax.imshow(self.noisemap[0]) + noise_ax.set_title("Noise map") + fig.colorbar(signal_plt, ax=noise_ax, location="bottom", shrink=0.8) + + total_plt = total_ax.imshow(self.mockobs[0]) + total_ax.set_title("Synthetic Observation") + fig.colorbar(total_plt, ax=total_ax, location="bottom", shrink=0.8) + + plt.savefig(self.file_save + "/analyzes/maps_" + self.file_name.replace(".fits", "").split("/")[-1] + ".png") + plt.close() \ No newline at end of file From d1c1746f65f12a255cc5c4c281010347c21e058f Mon Sep 17 00:00:00 2001 From: Thomas Morris Date: Wed, 14 Jun 2023 08:08:51 -0700 Subject: [PATCH 3/5] changed code structure for map simulations --- docs/source/tutorials/getting-started.ipynb | 57 ++--- maria/__init__.py | 76 ++++-- maria/atmosphere.py | 6 +- maria/{simulations.py => base.py} | 6 +- maria/configs/arrays.json | 12 +- maria/configs/pointings.json | 28 +-- maria/mappers.py | 6 +- maria/noise.py | 0 maria/objects.py | 44 ++-- maria/sky.py | 253 +++++++++++--------- 10 files changed, 281 insertions(+), 207 deletions(-) rename maria/{simulations.py => base.py} (94%) create mode 100644 maria/noise.py diff --git a/docs/source/tutorials/getting-started.ipynb b/docs/source/tutorials/getting-started.ipynb index 1dfbdc5..8dc1dd7 100644 --- a/docs/source/tutorials/getting-started.ipynb +++ b/docs/source/tutorials/getting-started.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 17, "id": "ee8a9126", "metadata": {}, "outputs": [], @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 18, "id": "8e3b0f75", "metadata": {}, "outputs": [ @@ -45,7 +45,7 @@ "''" ] }, - "execution_count": 2, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -65,17 +65,17 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 19, "id": "6a3e2506", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 16, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, @@ -120,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 20, "id": "662ebf40", "metadata": {}, "outputs": [ @@ -130,7 +130,7 @@ "''" ] }, - "execution_count": 5, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -142,7 +142,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 21, "id": "542b3f89", "metadata": {}, "outputs": [ @@ -152,7 +152,7 @@ "Text(0, 0.5, 'Dec. (degrees)')" ] }, - "execution_count": 6, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, @@ -190,7 +190,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 22, "id": "cdb1db9d", "metadata": {}, "outputs": [ @@ -200,7 +200,7 @@ "'Green Bank Telescope'" ] }, - "execution_count": 7, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -220,7 +220,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 23, "id": "05d4cc35", "metadata": {}, "outputs": [ @@ -228,7 +228,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Computing weights: 100%|██████████| 4/4 [00:00<00:00, 172.36it/s]\n" + "Computing weights: 100%|██████████| 4/4 [00:00<00:00, 145.86it/s]\n" ] } ], @@ -247,7 +247,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 24, "id": "6f4f2c6c", "metadata": {}, "outputs": [ @@ -257,7 +257,7 @@ "Text(0, 0.5, 'elevation (degrees)')" ] }, - "execution_count": 10, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, @@ -292,7 +292,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 30, "id": "0eb9dd87", "metadata": {}, "outputs": [ @@ -300,22 +300,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "Generating layers: 100%|██████████| 389/389 [00:00<00:00, 33513.77it/s]\n", - "Sampling layers: 100%|██████████| 4/4 [00:01<00:00, 3.89it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(217, 12000)\n" + "Generating layers: 100%|██████████| 389/389 [00:00<00:00, 32571.75it/s]\n", + "Sampling layers: 100%|██████████| 4/4 [00:01<00:00, 3.88it/s]\n" ] } ], "source": [ - "\n", - "tod = sim.run()\n", - "print(tod.data.shape)" + "tod = sim.run()" ] }, { @@ -328,23 +319,23 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 32, "id": "758e5590", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 15, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkEAAAGwCAYAAACuIrGMAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAADryUlEQVR4nOy9eZglRZk1fvLutVdX7w3N0uxr0ywiiiwDyuKAA7jjOAriMgIODDoyjqi44DAjOi4fKKLOIPr5+MNhZtRPFJVNW0Y22ffGBnpfar119/v7I29EvhkZkZk3I27Xrao4z9NP13IrKipvZsQb5z3veZ1ms9mEhYWFhYWFhcU8Q2qmJ2BhYWFhYWFhMROwQZCFhYWFhYXFvIQNgiwsLCwsLCzmJWwQZGFhYWFhYTEvYYMgCwsLCwsLi3kJGwRZWFhYWFhYzEvYIMjCwsLCwsJiXiIz0xPoVjQaDWzYsAEDAwNwHGemp2NhYWFhYWERA81mExMTE1ixYgVSqXCuxwZBCmzYsAErV66c6WlYWFhYWFhYJMBLL72E3XffPfQ1NghSYGBgAIB7EQcHB2d4NhYWFhYWFhZxMD4+jpUrV/J9PAw2CFKApcAGBwdtEGRhYWFhYTHLEEfKYoXRFhYWFhYWFvMSNgiysLCwsLCwmJewQZCFhYWFhYXFvITVBFlYWFhYzCjq9Tqq1epMT8NiliCbzSKdThsZywZBFhYWFhYzgmaziU2bNmF0dHSmp2IxyzA8PIxly5Zp+/jZIMjCwsLCYkbAAqAlS5agt7fXGtNaRKLZbKJYLGLLli0AgOXLl2uNZ4MgCwsLC4tdjnq9zgOghQsXzvR0LGYRenp6AABbtmzBkiVLtFJjVhhtYWFhYbHLwTRAvb29MzwTi9kIdt/oaslsEGRhYWFhMWOwKTCLJDB139ggyMLCwsLCwmJewgZBFhYWFhYWFvMSNgiysLCwsLCwmJewQZBFAI1GE+VafaanYWFhYdF1mJiYwN/93d9hzz33RE9PD17zmtfgj3/8o+81n/70p3HggQeir68PCxYswKmnnor77rsvcuxNmzbhIx/5CPbdd18UCgUsXboUr33ta3H99dejWCzy1+211174yle+Evj5T3/60zjiiCN0/8R5BRsEWQTw3u/9EUd99g68tKMY/WILCwuLeYT3ve99+NWvfoWbb74Zjz76KN7whjfg1FNPxSuvvMJfs//+++PrX/86Hn30Udx7773Ya6+98IY3vAFbt25VjvvCCy9gzZo1+OUvf4kvfOELeOihh7B27Vp87GMfw09/+lPccccdu+LPm3ewQZCFD1PlGu56ZismyzXc/vimmZ6OhYXFPEGz2USxUpuRf81mM9Ycp6enceutt+Laa6/FCSecgH333Ref/vSnse++++L666/nr3vnO9+JU089FatWrcIhhxyC6667DuPj43jkkUeUY//t3/4tMpkM7r//frz1rW/FQQcdhFWrVuFNb3oTfvazn+Gss85q+5o6jhP4t9deeylfv9dee+Fzn/sc3v3ud6O/vx977rkn/vu//xtbt27Fm970JvT39+Pwww/H/fff7/u5e++9F6973evQ09ODlStX4tJLL8XU1BT//s0334yjjz4aAwMDWLZsGd75zndys0MAuPPOO+E4Dn7961/j6KOPRm9vL17zmtfg6aefbvtvbhfWLNHCh1dGp/nHo0Xby8fCwmLXYLpax8FX3T4jv/uJq09Dby56O6zVaqjX6ygUCr6v9/T04N5775X+TKVSwbe+9S0MDQ1h9erV0tds376dM0B9fX3S1yQpCd+4cSP/eGpqCqeffjqOO+640J/58pe/jC984Qv45Cc/iS9/+cv467/+a7zmNa/BBRdcgH/5l3/BP/zDP+Dd7343Hn/8cTiOg+effx6nn346Pve5z+E73/kOtm7diosvvhgXX3wxvvvd7wJwvXw++9nP4oADDsCWLVtw+eWX4z3veQ9+/vOf+373Jz7xCXzpS1/C4sWL8cEPfhAXXHABfve737X9d7cDGwRZ+EADnx3FygzOxMLCwqK7MDAwgOOOOw6f/exncdBBB2Hp0qX44Q9/iLVr12Lffff1vfanP/0p3v72t6NYLGL58uX41a9+hUWLFknHfe6559BsNnHAAQf4vr5o0SKUSiUAwIc//GH88z//M//eP/zDP+Cf/umffK+vVCo4+OCD+efLli0D4LJs5513HoaGhvDNb34z9G8888wz8YEPfAAAcNVVV+H666/HMcccg7e85S389x533HHYvHkzli1bhmuuuQbnn38+/u7v/g4AsN9+++GrX/0qTjzxRFx//fUoFAq44IIL+PirVq3CV7/6VRxzzDGYnJxEf38//97nP/95nHjiiQCAj3/843jjG9+IUqkUCDpNwgZBFj7sJIHP+LRlgiwsLHYNerJpPHH1aTP2u+Pi5ptvxgUXXIDddtsN6XQaRx55JN7xjnfggQce8L3u5JNPxsMPP4xt27bhxhtvxFvf+lbcd999WLJkSezf9b//+79oNBo4//zzUS6Xfd/76Ec/ive85z2+r331q1/F3XffHRjnH//xH7F27Vrcf//9vOWECocffjj/eOnSpQCAww47LPC1LVu2YNmyZfjTn/6ERx55BLfccgt/TbPZRKPRwLp163DQQQfhgQcewKc//Wn86U9/ws6dO9FoNAAA69ev9wVt9HeznmBbtmzBHnvsETpnHdggyMKHMcIEjZdqMzgTCwuL+QTHcWKlpGYa++yzD+666y5MTU1hfHwcy5cvx9ve9jasWrXK97q+vj7su+++2HffffHqV78a++23H2666SZceeWVgTH33XdfOI4T0MCwMWWBy6JFiwLs08jISOB13//+9/HlL38Zd955J3bbbbfIvy+bzfKPWQpO9jUWyExOTuIDH/gALr300sBYe+yxB6ampnDaaafhtNNOwy233ILFixdj/fr1OO2001Cp+LMNYb+nU+j+O85il2J02jJBFhYWyTFWrOLqnz6Bv1y9HCcfEJ/1mG3o6+tDX18fdu7cidtvvx3XXntt6OsbjUaAzWFYuHAhXv/61+PrX/86LrnkEqUuqF2sXbsW73vf+/DNb34Tr371q42MKeLII4/EE088EQjIGB599FFs374dX/ziF7Fy5UoACAirZxK2OszCh6my5w80XrJBkIWFRXu46d4XcOuDL+O93/1j9ItnIW6//Xb84he/wLp16/CrX/0KJ598Mg488EC8973vBeAKkP/xH/8Rf/jDH/DnP/8ZDzzwAC644AK88sorXFcjw//5P/8HtVoNRx99NH70ox/hySefxNNPP43vf//7eOqpp9rulL5p0yacc845ePvb347TTjsNmzZtwqZNm0LL9JPgH/7hH/D73/8eF198MR5++GE8++yz+K//+i9cfPHFAFw2KJfL4Wtf+xpeeOEF/Pd//zc++9nPGp2DDmwQZOFDqeoFQaWKNUy0sLBoD4++MsY/nirPvZT62NgYPvzhD+PAAw/Eu9/9bhx//PG4/fbbeSonnU7jqaeewnnnnYf9998fZ511FrZv34577rkHhxxyiHLcffbZBw899BBOPfVUXHnllVi9ejWOPvpofO1rX8MVV1zRduDw1FNPYfPmzfj3f/93LF++nP875phjtP5+EYcffjjuuusuPPPMM3jd616HNWvW4KqrrsKKFSsAAIsXL8b3vvc9/PjHP8bBBx+ML37xi/jXf/1Xo3PQgdOMa5AwzzA+Po6hoSGMjY1hcHBwpqezy/Cp/3oM/772zwCABb1ZPHTVG2Z4RhYWFrMJ77zxD/j989sBAL+94iTsvUie2imVSli3bh323nvvjlb/WMxNhN0/7ezflgmy8KFU9URo01XLBFlYWLSHLROe7mXLeGkGZ2JhEQ0bBFn4QAOfUrUR20k1Co1GE79+cjM220XRwmJOYysJgnZMWa8xi+6GDYIsfCgJ7E+5ZqY88eePbcSF/34/LvqP7qkKsLCwMItms4kJUlAxMQc1QRZzCzYIsvChJAQ904bE0fc8sw0A8MjLY6g3rAzNwmIuolxrgD7eEzG8xqws1SIJTN03Ngiy8EGsCCvVzARBY8RzaPuk3CvDwsJidqMorB8TITYbrJqqWCx2dE4WcxPsvqEGi0lgzRItfBCDHlNMEG3HsWWijCWDthrEwmKuQSyJD2OC0uk0hoeHeTfx3t7eRE1CLeYXms0misUitmzZguHh4bb9k0TYIMjCB1ETRKvFdDBJFkdrwmhhMTchVpRORqTDWINPFghZWMTF8PAwv390YIOgWY5qvYFs2lxWU1zETJXJ0yAoamG0sLCYnQgwQeXwA4/jOFi+fDmWLFmCatUejiziIZvNajNADDYImsW4/fFNuOQHD+Fjpx+A971uVfQPxIDI/IjMUFJQWnzSVoxYWMxJiJqguOn0dDptbFOzsGgHVhg9i/HVXz+LSr2Bz/3sSWNjMmF0f96NjyuGSuQnbRBkYTHnITJB1nDVotthg6BZjOe2TBofs1x3gx4eBNX1g6Byre4bJ07ZrIWFxexDMJ1u5hBlYdEp2CBoFiOT8iopGoa8d6qtYKU371LTJpggUQNkgyALi7mJqbIbBPXl3PXDNmG26HbYIGgWw2dKZiDFVG80wfyn+nIuE1Q1wASJQY8pnZGFhUV3oVhxn/WR/hwAcz5jFhadgg2CZinqjaZvgRmf1q+soAFPb84cEySKJcsGF8Zms2k1RhYWXQImhB7pzfk+t7DoVtggaJZibLoK6ho+WtQPgmqEWuJBkCFNEIUp7yEA+PzPnsThn74ddz2z1diYFhYWycB6DQ6xIMiyvhZdDhsEzVKMFv3dmU0sNjXKBBmsDutU2T0AfPvedWg0ge/cu87YmBYW8wH1RhMf/sGD+MDN9/uefR2wQ9NQj9vKwKa+LbodNgiapRBTTCwXr4Nq3WOCerKdZILMLIx03E1jJSNjWljMFzzy8ih+9shG3P74Zjz6ypiRMdmhaaiHaQqbRnSFAPCVO57Bedf/HlvG7bNuYQ42CJqlCLa3MMAENdzFKpNykMu4t0a1pl91Vq6JTJCZRXHDqLcYNmE7UVtYtIOXdk7zj581ZLfB02E9XlNLE2vTdKWOr9zxLB7480587/cvao9nYcFgg6BZik60t6i1mKBM2kGu1YqjUtcfNxCwGRJG06asO6as5b6FRTvYMOoFQVsnykbGZEzQQCEL1gvVxNr05x1T/ONNlgmyMAgbBM1SiFUXYnosCRhtnU2lPCaobo4JSrd8jYw1ZSWl9zuLFWNeSRYW8wE0hWwqxcTS57l0iqfUSxX9533LuBek0eDNwkIXNgiapQgwQQaCIFYd5mOCDAijWRA03KLIyx1oylpvNFG0IkwLi9igz8+2qUrIK+ODPdu5DAmCDDC/m0mQtsPQXC0sABsEzVp0QhPEmKBM2mOCjAijW3NjOgFRI5QUohN10foFWVjEBn1+TLm4cyYok0KhFQSZOKBtIem67ZM2CLIwBxsEzVJ0Ih3GNEHZlINsB5igQcNls6JLtjVNtLCID/q8TJTMaOrYepHPmD1IjZP52dS3hUnYIGiWQmxMaEQY3ZAwQSaCoNbchnvNBkEBJsi601pYxMZEuQNMEA2CDB6k6LPeaPqDIgsLHdggaJZiWvAFMkE5V33VYU7ra+aYIG6gZiodVq4Kn1smyMIiLqY6wQSRdFg+624vJtrkiM+2bcJsYQo2CJqlYMwPK0M1obPx0mFmmSDG/PS3XKjrjSbqBuhscWE0YRhpYTFf0BFNUI1Vh6U7xgQBwJR91i0MwQZBsxTTgtjYxEJT5ekwogkyyAQNFDwDtU50p58s23SYhUVc0ENEsVI30jqDB0FEE2TigCYeeMSgyMIiKWwQNEsxXfGnmEwyQcY1QTwIyvCvmQiCRL+hKZsOs7CIhUajGQgsTOgKy7soCBKLIiwsksIGQbMULM8+2GJXTDA2NW6W6DFBZoIVfzoMMMRcCXMz5T9kYTHXIVsvjAZB6RTyBg9SLAhiKTbLBFmYgg2CZilYANDPu70bEEZTs0STPkGtRbAnm0YmxQTX+pogSr0D5gTXFhZzHWXCorLAwkRxBVuH8tkUcplWE2aDmqClQ3n3c8sEWRiCDYJmKVgQ0ceDIP2Fpt7SBGXTKeSN+gTRhdEcw8QCtIHWNSgbasdhYTHXwZ7JlOOlqU0wQbRtRs6grpClv5YP9gCwqW8Lc7BB0CyFxwS1TlsGFhpeIp9ykGktYDUTvcOqnneIScE1uwZsETdRimthMR9Q5n4+afTkzDk7y8wSdQ8n1XqDj7t0qADAlshbmIMNgmYp2KJgkgmiwugM8wlqmAtWcjQIMjDfilB1Zqodh4XFXAcVMLMeX7pMUK3eAHO+yGWIJqiuNy41Vx0xbLhqYWGDoFmKoCbIQBDE02EOsilzTFCF+Q+lU0ZNGCsCE2QXRguLeOAp6kyKM0G6zw89hPiCIM21iVWBOo7XesdE6s7CAujSIOjuu+/GWWedhRUrVsBxHNx2222+7zuOI/33L//yL/w1O3bswPnnn4/BwUEMDw/jwgsvxOTk5C7+SzqHTmiCvHQYYYIMBEEs4MmmU8ia1ATVxHSYZYIsLOKAp8OyHhOk23aGrkE5gzYbLDijAZuJ1J2FBdClQdDU1BRWr16Nb3zjG9Lvb9y40ffvO9/5DhzHwXnnncdfc/755+Pxxx/Hr371K/z0pz/F3Xffjfe///276k/oOFgQwYMggyXy1CzRRLBCgyDPRdZcdVh/3qbDLCzagafTM6cJYmtQuqUpzBvyCWKsVSGbNpa6s7BgyES/ZNfjjDPOwBlnnKH8/rJly3yf/9d//RdOPvlkrFq1CgDw5JNP4he/+AX++Mc/4uijjwYAfO1rX8OZZ56Jf/3Xf8WKFSsCY5bLZZTLZf75+Pi4iT+lY6gIwmgjZokNr21GtsUEmXCRrRLvkE4EV4M9rDrMLowWFnHA1o880QTppsMq5DkHYJAJcn++kEmjYGiuFhYMXckEtYPNmzfjZz/7GS688EL+tbVr12J4eJgHQABw6qmnIpVK4b777pOOc80112BoaIj/W7lyZcfnrgMWAPTmTKbDPCaIVYdVDfT4qpDGrFmDBmqiMNr6BFlYxAM7MJgURlOxNeAFQ2XNAw+12PACNvusW5jBrA+C/v3f/x0DAwM499xz+dc2bdqEJUuW+F6XyWQwMjKCTZs2Sce58sorMTY2xv+99NJLHZ23LqqtdFI/SYc1m3oBS40ImLMpg0yQLx1mThjN9EqeT5A9HVpYxEGZlLKzdJgpTRAPglpmibol8jImyKbDLEyhK9Nh7eA73/kOzj//fBQKBa1x8vk88vm8oVl1HqImqNl0g4Jcxkk+JmugSnyCGk23z1AqpTEuNVAz5ETdbDYD1WFWE2RhEQ8+nyBDgQU1SnTHNvOss9RXIWuF0RbmMauDoHvuuQdPP/00fvSjH/m+vmzZMmzZssX3tVqthh07dgT0RLMVFR4EpX1fY0FGEsh8ggA3OMqn0qofiz1uNkMF13qsFf156xNkYdEeKhImSFsYHWCCWOpb1yeIVbKljemXLCwYZnU67KabbsJRRx2F1atX+75+3HHHYXR0FA888AD/2m9+8xs0Gg0ce+yxu3qaHYHoEwTo62x4A9W0w09z7u9KHrBQxiabNmeWSE+XnAmyC6OFRSx4OhsvxaSbtqLrB2BOGE09jQrZVp9A+6xbGEJXMkGTk5N47rnn+Ofr1q3Dww8/jJGREeyxxx4A3OqtH//4x/jSl74U+PmDDjoIp59+Oi666CLccMMNqFaruPjii/H2t79dWhk2G8ECk0I2jXTKQb3R1F5seAPVVIo3OgX0dEE1IqymJfK6miD6t/bbdJiFRVuQdXvXbTtD1w/AC4J0n0uuCbIl8hYdQFcyQffffz/WrFmDNWvWAAAuv/xyrFmzBldddRV/zf/9v/8XzWYT73jHO6Rj3HLLLTjwwANxyimn4Mwzz8Txxx+Pb33rW7tk/p1GvdFEvUFdmM2cuKhPUJoEQTpMEA12qCZINwiqEk+S3hyzCbALo4VFHHCfoKw5Px+RCTLnGO35BFlhtIVpdCUTdNJJJ0VWOr3//e8PNT8cGRnBD37wA9NT6wrQACKbdpDLpDBdrWv36PGqw1wH7mzaQbXe5O00Es21Rpkghy+QumLJiu8ka4bOt7CYL6ApJvb8aDPJ/BBlWBjNzBJ9LT4a2gUbFhZAlzJBFuHwB0EpY7SzSGdnDPQPowtgOuUY1wSZDKwsLOYLKqQ6LJ81tH6QQxQA5NJmgivKWrF0GGDT3xZmYIOgWQianvLrbHR9gvx0tonggpbHu+ySWU1QLpM2pjOysJgvoD5BpjRBXgNmw47RnAny0mGAFUdbmIENgmYhqB4mnXL4Iqavs/FK5AFvMdNhgqqKihHdgM1Lhzl8zEbTjLmjhcVcBwt4ciQdZooJYkUVxqrDiDA6nfIqV60uyMIEbBA0C8EWFY+xMSSMJmaJAEgneR0miHkE+a30TekPchmv7J7+PgsLCzV4n8C0d4jSL5H3H6J4mt6gWSL93wZBFiZgg6BZCNqGAoAxF2baNgMgmiCN/mHiXHnAZiwdlvIZRFpdkIVFNFh1aTqVIpogU+kwpgnyDjw6LX1YEMQYq5whIbeFBWCDoFkJxnbkeGDR0u4Yq+7wa4J0UkxUE0TH1k1bUQNG6mlkF0YLi2jUSOqKCZh102EeQ+0/nAF6DC2bF2OATJX0W1gANgialVCxK7qaoJpYHWZAcB3QBBkScVMmyHEcK462sGgDjLVJpxxj1WHi+pE3xNByJqglijblP8Tw3JZJjE1XjYxlMftgg6BZCM6CZMwKEIPVYfqBRaXmT7GZKmevCqk7UyaMDE9uHMdvntpsZCwLi25DXaoJ0vUZkx94AL21iTpGA9SJWl8TdP+LO/CGL9+F87/9B+2xLGYnbBA0CyFqd0yxIMHqsFbqSscsUTBQYwJp/XSYZ/YGmEsJAu7J823fXIsLvnc/Hly/U3s8C4tuQ41qgkxXh7WexVTK4alqneeSGjvS/0086795agsaTeCxV8axfbKsPZ7F7IMNgmYhRJ2NMSaICRtZdViKVYfpp8NyjF1KmS6RNyu4BoD1O4oYL9UAAA+vH9Uez8Ki21BveJogFlTUGk3NPoGsutTbVkysTRVSCQrAWNAGAJvGS/zjl3dOa49nMftgg6BZiIqy4krXLNHPBLH/zfgEMSZIv+we8P5W08ZsAPAKWQzpImlhMVdAvcaYJgjQNUb1O0YDtHI1eeqKu1t34Fl/2T7r8x42CJqFqAo+QaYWhSo7yYnVYVrpMFETZNoxWkwJ6vsEvTzqLYzbLEVuMQdBmSCq3dHxChIPPID3XOqwNqLXmCmHawAYLVb4x1sn7LM+H2GDoFmITgUWXGsk9A7TCa74wpgR56oXrKi8kkwIo0envIVx+2Ql5JVzF81mEzf/4c+459mtMz0Viw6AV3KlU+6/VupbJ1gRmWTAUDpMSH2bqmYDgIlW2hsAxku2Qmw+wgZBsxDVQI7ctDDaXx1mwiwxJ7BLppkgU67ZgN+J1uTCeP+LO3Dal+/GTx/ZYGzMTmHt89vxydsew1/f9L+2R9McBGWCADPsiqgpBMxqgsRCEBPPui8Imq6FvNJirsIGQbMQQU2Qmcoo0fHVhFmiqN0x1kW+Jg+uTAijixVvI5gqm1sYv/ab5/D05gl8+r+fMDZmp/Cnl8f4x3/eXpzBmVh0AuzAk2ZBUFbfhVmsLgVIwKJls9EZYXS90cRk2TJB8x02CJqFUDUlNdU2w6hZYk0M2PTZJXdOgibIYDqMMh9TZXMsyNrntwOYHTojqo/YMGarZuYa6kKfQBMuzKJPEB3XRDosLzzrukHQZMl/wBm3honzEjYImoVQBRbG22akTPoEmTNgBLwFsBPpMMoETRpkguqkf1K3p5ioYHSLrZqZc6CaIMBMOkzUKgJm0mGi/s+UMFpkfsZLNh02H2GDoFmIYO8ws20zeAPVtEmfIH/qrmooYDNtGAn4NUGT5ZpW80eGRqPJdRhA9586d5IgyGol5h68BqqMCWqlmAxUh2WkJfLJxm00mnxdEllf3QPPhGWCLGCDoFkJURNkgnJuNpsBsaSRthkqTZDB3mH0fyPCaMIE1RtNI1UoUxX/gjva5QvuzqI3vwmrlZhzoA1UATMVV/wQRcwS2fOedFwaPJnWBIn3dbezsxadgQ2CZiG8snMxWNFhbLyfzYj6HY1xawERN9MEmWGCgo7R+qzNtLAYmkiJiafO0WJ3Bxa0oaRNE8w90AaqgKl0mIQJ0kxT0yDItC+a+FzTNHi34rktE/jfdTuMj7tlvDRvg0AbBM1CqDxy9E5xwcWGt80woAnyAjYz6TDRSt+kMFpcDIsGxNHigks1N90IWhUnBnAWsx+c9RUCi27zCaI/lwtogvSeddaYdaCQAdD9QVC13sBbbliLt35zLZ7cOG5s3Ptf3IHXfPE3+MDNDxgbczbBBkGzEJ3QBFEmiJ0OzbTNUM21Q73DDDVQ9X1uwJk2wAR1eTqMsmE2HTb3wIXRKSHFZEATlDOoCaKVsI7jT91VNJ9L1spjuDcLoPvTYU9vmuBp6j+9NGps3NsefgW1RhN3PbPViAv3bIMNgmYhKjU5E6QTAFAvIJbTN+MTpOpz1tASHAd6hxkyYQSAoqDfMbE4ioGESf+hTmC6QxVyFsmxaayEhqa1BENAE2QiHSYEVnRcXSaItvYw0YoD8AK+4Z4cAPe5N1EE0SlsGO1MnzOq/9s4Ov8qQW0QNAsRrIzSDwDYyTDlACneRV5fZyOW89PFrK6xoLNTYEAYbaI6TKDFSxqnY4bZpD+o1hs+H6duPyHPB9z6wMt49TW/xld/86yR8dSaIP2DlFFNkFAAAXjGjjqsFeD9rYwJajTNtOLoFKiOcIvBPme0YfSOLk/TdwI2CJqFEHU2JgIAT9RIKjsy+kyQaOxIF0gTQm7TXkmAlwoySZOLzI8YaHUTRGG4iSDQQg833vMCAOArd5gJgkRNEEuH6dzrtTCfoIRriMgkA2ZcqAGP9RruzfGvmQr4H35pFB/98Z/w0g5zbuvUtsKkTo8WQeyYh70SbRA0C6HS2eilw1h5qxeksLSYXu8webACmLHSzwtmifr90xp8zgtai6OJhVEMesSS+W5CSWTC5qFOoNtAUyEmENAEZfXXkKrgQg2YE0b7mSAzZols7L5cmh/STDG0//z/nsKPH3gZX77jGSPjAX6WxqSnER1rx5QNgiw6jDuf3oJLfvgQvnPvusRjqBoK6qXDgkxQxkCaTdXnTHvcDuiiAD8LsoAxQSbE1sIY3cwEiRuBGBRZ7HrQc4gOMwu4BoRM+hLQBBlmk3NpPU8f8cAHAHlDrG+ZHKR6Wik2kQVNirUvuC1y7nhis5HxAGB0itpWmAmCms2mb6z52D/NBkG7GOt3FPE/f9qA+/+c3Osh0DbDSDqMMTZekGKmOsyfDnMchwiuDThRZ8RAUE/YyDb8lAMM9phLh4ljTHVxYBFIh3WxTmK+gG74Y5osALW8SIsl8hqpz5okYOksE2QoCMqm0Ztzy+RNHE6oeN2Qjh0AMFkxb1tRrjV8a2Y3axU7BRsE7WIU2IlD42YLNFBlAUBNx9QwWNlhoncYXxjJIsZ+hw4TJPYOMyWMZotATzaNAi8b1l8YyoR6B4DpLk6HsSCoVZHc1azVfECt3vDd1zs1jTZpQUJGbJthpIu8uRJ5VsZO1w/GLmkzQa37PJ9Joaf1XJoIAmiQ2jBYbUYZWVPpMHGcbq9a7QRsELSLYYJ2rQqBhRFhNE+HEU2QARdmmbCRBW8mhNxZoTGrqXRYTy6DQuvEaUIYzJigkX5Wjtu9gQULergmqlbv6tLhuY6isFaMTevpNmq+IMhc6x12WMrKgqCE+p1KLSi2NsUEccPVdMo7nBo48FDtznS1bszWgK4Zpg4moht8N2sVOwUbBO1isIdNZ2NVee/ouDDLKjsyBnyCxHJ+wIy7M7sGnjDajE8QZ4JyKfJemUiHufMa6csD6PJ0WMVfHdfs8tLhuY6AqF7TwbxeDzJBOQM+QTI2WVe/QwMVPqYh/R9L/eWzKWNjAsBOIi5uNoEJQ+wKDdBMaZdEDZDuvTUbYYOgXYweAxursm2GjjCaiRpTQSbIpCbI2LgKYbRuEMTel95sxguCDFRHMep9pBVYmEyH/fzRjfj0fz9urLx3ms/VKx3W9WSxSI5AGxfNe4exvg7xBDOTDpP4BOmmwySaIBMBm/vz7CCVNmIWySAGFqZSV/T5rjWaRoxhRW3RfEyHZWZ6AvMNPTn3YdNLh4mpII8FaTab3F6+rTG5bwjV7hjoHSahszMG0mGB3mGG0mFswynk0px2N5IOEzxJTJ3k6o0m/vaWBwEAB68YxFuPXqk9JmMeBnuySKcc1BtNTFfrGEJWe2yL9iEGPbqpVO4RRA48JswSxabGADmcJNQryphkFrBV6000Gk0eyLULFvDkMyljBoxA8P0xVXEVqNqs1n3XJQlmk3VHp2CZoF0MEykWtqDwhoItoWCzmdzTp9YpxkaqCdJL3zUaTbVXkmZ12DRngjxhtMl02DBngswwK9snPefYP2+fMjImuwaFbMoIc0nxzOYJfO9366wLdRsQNyrdIIg9z2mpn0+ysRuNJq+E8pfI67HUoh8Y4GeFdA5StLjCVFNWIPh+markEg9OJg5SIvM1H9NhlgnaxTBaHcb0MBm/906S00G1HjwdmvUJClrpJy1np8xUVhCH63anL3FNUNqIfouPy1yoW32KTFScAX77fFNGZxWSJihkU5gsm2OuLv3hQ3hq0wQA4D2v3dvImHMdon5MNx3GmKCspMdXYj8f8kxK02GJfYKC6wcNiMrVBn9O20Wn0mGdCFaAoF+XCdaqRA48pWpD+96ajbBM0C5GTweE0ZR+TrrYyMwSzXSnDzJBPLhKmGajf2OQCdJNh7mLgBsEtdJhBhZGttgs6GMGjGYWxq0kCNo5ZYZ2p2JUE0acDGPTVR4A/e757drjzReI+jFtJoj1DaOBhWY6iLLFNLjSZZhEKwzAPaixjH+5nvxaULNEE5ooBvGAa6KSq9lsBqoETQRXbB8aanmizccCCBsE7WKwIKhSbyRuIFoVRMxpsigkDQJqErNEbmqoUeIp8wnSTYdRBilnWBg93VoUerIeE2SCtREXm2q9qe38CwBbSTpsVLN0moFuPKacuAHg5Z1eHyWTtv9zHUFhtG4QFGR9dftx0SCo08Jox3E85kbjMMl9grIpr+y+A5ogE0FQtd7k+0V/3pyxY5ChtkGQRYdBqdukugjRJ8hxHP0UEw+sgqaGOpoguU+Q3lzZwphJOVwUaUoYzU7dvZQJ6oAw2v2a2eqOUU0TPQbK3pli2AB/um4+9ihKCtPVYTJNkG4/Lnp/SIMr7XSYf6viWiONZ4gynrxEXoNZYhDXdROMja+dT585J3t2/djhbD72CbRB0C4GzWcnfTjE8nBAf7Fhp0N/2wx9TZAsp6+bYpGdDpkuSp8JCjpGG1lsCBNk0omZlrSaMmCsdIgJooGPruvxfEJAGK3rEyQ0TwWgzaxQo0RanarrvyN71gEvfadzX3o+QWkvHdalTBAbI5NyMFhoFVcYbOfDWgRZJsii40ilHM4wJH04pGJjzXRQTcIE8eowA13kczJNUGIrffNBIENRJow2qAkqEGM2E8GVPwgyI2qkG48ua0exbdILgkaLFetCHRMiO6Or2+DpMJ/Y2EvTJxpTYpQImBNG5xVMkInqsLzp6rAOMkGFrOmCDVETNP/c4W0QNANguqCk1LPMj0O3bYSs74+udqfe8PLYcsG1XjpMpjPSTdtQJsikiywPgjJpo2Xn1NfDVHmrd385hpkgT79UazSNOenOdYhl4roVTOzAk5b5BCXcWGVGiYCJ3mHydJin4dERRns+QaYMGAFvDWFpQRMMLb0HvNZL+s8PO+CxIKjRNHPgmU2wQdAMwCuTb39hqBM/Dp/OJqNnQOjR2ebMEinTYzIdFmrKpusT1FqwenNpowEA0/+YPsnRwMdUnyIaZJrUSogpsDGbEosF5n01UHAFsbpsRbhZYrL32UunyxkbZmzYLmTVYYA+cwWQwCKb7ohP0Ehfq/eegcMO1UaZPJyVBSYIMBMIzibYIGgGoNNE1RdY+DorG2KCDLbN8AdBlLUxkw7LSf5+yj4lAaWdc4YWxiqpBPQZEBpYbESbeyMGaiTI9NhA/eBK9Dkx5Z8y18Ge6YGCGd0GC1jSPk2Qe082msl6BYoVqwy6xobVuiK40mSums2mF2ClzTpGi0GQmeqwVhCUcYw1iwa8NWiwx7MMnG9l8jYImgHouEZXFOyKrqcPz+nLGqg2monyxJSV8fsEaVaycWE4+fvJYqsjji5yJijjnTZ1DRjJ+1zIpvmCa0QYXTHfBZpf30xK2/GXQgx6Jm06LBbY/cxKo3VP6nVJEQQNVpJsglHBCpAsCGL+QkEmSO+AQudCG6iaYEGYnw8LgkR/nyTg1zdFihUMpK3KkvT/fHNzt0HQDKAnp8EEkYde5viqa5YoC6yAZAEL1R6kJQxT0mClHMIEAXoUOVsAenLmKqNo2iufSZHSe/3FZlLQAelWDgGCWaJB6l28303MdT6AXXsvCNJnJgF524yk48va7gD6Rq7K6jDNNC39G00Lo0udZIIMP5MlXiFn9hrMJtggaAagswnStFXKYGBRlVR30AWtlkAXJKtiA1zBrfs7NctmJSk2+v0k4NVh2YyxRYEKMB3H0UqHiiiWzTNB8uowc2kChvnYrDEJOBPUQU1QOuXwZyjJ81OVMMmA38NMZ9xcWsEEJUxfia7zJh2jiy3BMtPZmPDYosJzs0GQV7BhMiU4m2CDoBlAj0Y6RGkeprlhhzVQdX9v8nSYOFftdJjkGjiOo601Arz3pIcKo+sNrbJRdtpiadCCwcVG1ASZqESpdogJEs0h52OfoiRgzCcXRmsGz54mSM7aJEkJ8bY7ko7uOveQqjpMt+qMCq4dx9E2i/SNLYiNk7YMoaBrqWcPYM4s0S3YMHcNZhNsEDQDMKEJEtkV3bJzmXcIXdCSBBayKi5An7VSUeQmvIJoibypbtXUI4j+b0QYTUzUADPBiqw6zAQTxNIEg63NfD52rE4C9n4wkzxTTFCw7Dw5G1JTHHgAvYBFnQ7TO0jwlhmtcU1WXFUMM3eAd0ilBxMTpexsbXLTYeaqVmcTbBA0A+Al8glutqpED0M/1zUlo+kwx3H45pqkQoy3tzCcDlMGVwYWB1oin9fUSXg/61Wc0f9NOkabLMct+9Jh5oIrFmAu7M8DCLJYFnIEhdHmNUGAXopJdTgD9A4nMsd535iaTBDb+E2mw3g1X+v9MhlYZdJ66UURJbI2mRSHzybYIGgGoNKEPL91Ejfe/QLGQppLslJltR+HXnWYmmHSWcB2DRPEArik4zYaTX+JvKaok4GnwzL+IEj3xFWtNziDt6DVk8zEIi4TYZp00l3YCtimDLX5mOvwSuTNVoepytmTpFlk1aXiuMmqzhRMkKZZomhAaaIhK4NpDZc7JkmHmRRxk7WpoMEEzmZkol9iYRqsOkx8gP/2+w/i6c0TWL+jiM/+1aHSn43KkSdmV1hOP6DfcYBq0iBILmrU1QSpDNR0GSb68Pfm0lzUWak3tBYGMR1mShhN58R8Pkyc4qgPk0lhdIkzQa3SYcsExYK4qbKO4iKTExcqTZBOICCrLmXQYalVa4iudUNZCIJM6WEajSaf80CeaYLMpcOyabM+QWwPoqlvWyJv0XEUJJvgxrFpPL15AgBwz7NblT+rKkVlnycXRitOhxr9w9RMkG46TM6GZTUDQSrUZe+RCa0AL0PlTJCZxYYG0UwvYiKfT6vvOlGJwlN384x2TwrRLJF+LQlkDVQBvZSQrLqUQaelDfs71W0zkgZBfv+hXNoMC0L/xn5DzB0gZ2dNHEzY+5Y33CdwNsEGQTMAWQPVV3ZO84+3k27bIqJMyRKnwyRtMwBPz6OVz8/IaXfT6TDdh3iaiCXZKdlEEEDFh4C34OqWzpbIdSgo2MUk4KfvTEpbe+GN2eDjzueO1UnA22bkqatv8vdZVgQBhKetNoxOY7ykTtOrDmd0XPEZqtUbuObnT+IXj21UjqtkvjWfIdpB3v3fTIrJFwQZ1ATJ0mFGGCay7ptkfWcTui4Iuvvuu3HWWWdhxYoVcBwHt912W+A1Tz75JM4++2wMDQ2hr68PxxxzDNavX8+/f9JJJ8FxHN+/D37wg7vwrwiH1zbBu9k2j3vNJSdKNeUNrsqRd6KBKuCd7JIxQQrGhs9Vr0TedNUZLY9nMCEWLAnCaFOLGK1wMWl0JmOCdBdGynoN9zAmaH4ttknBSqx7cmkenOu8z7IGqoD6Xn9iwzhO+pc78Vdf/52yJU1VwS4BXgd48X6/48nN+ObdL+CD339Q+Xx5650wV00miAUroiao3mgmahvCQM1sTQnZAb9PUN7QwaTZbJI12uHX2AZBM4ypqSmsXr0a3/jGN6Tff/7553H88cfjwAMPxJ133olHHnkEn/zkJ1EoFHyvu+iii7Bx40b+79prr90V048FmU/QlomS7zU7i3I2SH0y0hVGt8YVFjGdTVCVDuMVZwkbs8p6hwH6miDGBPVmvSDIDBPUEh8KKTbdxZGOa1LUyFMQlAkyNFfHIfqleaY9SAp6mDAh4K0phNGq+/JXT2xGpd7AC9um8NSmcfkcFZWggFpw/egrY/zjF7cVQ8dVrXfJq8PEEnnvmdcJzmmVHHsmzTBB5lPUlDHPECbIxHwBVx/1xIZxI02dO4nEwuhqtYpNmzahWCxi8eLFGBkZMTKhM844A2eccYby+5/4xCdw5pln+oKaffbZJ/C63t5eLFu2LPbvLZfLKJc9NmZ8XP6wmwBjGmiJ8JaJsu81O6YqWDroD+yAkJJR7bYZKiYoeWChYmxMpcPEa5DRZJiY0WAhZzoIYq6sKWFMXWF0kAnS1Rk1m01p2wz9gM1zpmVVcpYJigdayZTPpFCs1LWYybqkgao7vnzTfn7rJP/4pR3TOGTFUGBMdqARn3VA/QxtHPMOfi9un8IBywYCP0tTs765alaH8XSY8EzyeeYTDStlUWsNPSE74GfqdTRW/jG9n/c1SzakCfrKHc/gq795Dpeduj8+cup+RsbsBNpigiYmJnD99dfjxBNPxODgIPbaay8cdNBBWLx4Mfbcc09cdNFF+OMf/9ipuaLRaOBnP/sZ9t9/f5x22mlYsmQJjj32WGnK7JZbbsGiRYtw6KGH4sorr0SxKD9pMFxzzTUYGhri/1auXNmhv8ITsdIGkpvH/UzQDoUuKKrsPGlTPY9ulY9r0idItzO5t0mnfV/XFVxzJsiXDtNnWMpVeTpMvx0H3RzNMEF0ATRZHcZNKHOEtbJMUCzQFLiJ97kmaaDKxpeNvZUc0MR1ypujvOIMUPsEbSJB0IbRaYigAXlAGK15HUSfoHTKMWI4SlnUvBhYaaATvcPomk6rzkylw266dx0A4Bu/fc7IeJ1C7CDouuuuw1577YXvfve7OPXUU3Hbbbfh4YcfxjPPPIO1a9fiU5/6FGq1Gt7whjfg9NNPx7PPPmt8slu2bMHk5CS++MUv4vTTT8cvf/lLnHPOOTj33HNx11138de9853vxPe//3389re/xZVXXombb74Z73rXu0LHvvLKKzE2Nsb/vfTSS8bnz8CqBiaI0HCrwASpxNEscFCxK4mZIN6lWF51plMirw7YOiWM1tQESdJhWiXy3Jrerz8w1Z3epNFZJXA6TG6WSUGvLWetLBMUC7RCykR7h3Y1QfRAJq5T3pjt+wTRIGhnMSi6rvo2abPrnegTRD/WubYyFpX+vqSoEZdvU0EQm6vjuPeCrpyAotlsch8wE73TOonY6bA//vGPuPvuu3HIIYdIv/+qV70KF1xwAW644QZ897vfxT333IP99jNLgTValOub3vQmXHbZZQCAI444Ar///e9xww034MQTTwQAvP/97+c/c9hhh2H58uU45ZRT8Pzzz0tTZwCQz+eRzyfkQNsEMz2jTNCWljC6N5dGsVL3BUgUqpORdgPVhnwR0/H0UaXDGDOUVBMU5SKbdMP2hNHeY2GiOqokMEGmgiDKBBkzYKSNJTMpz4BSM69PvZIsE9QeyoQJ4v44Gu+zyiyRBVjifbmD6BNVRq6xfILIM9RsNn3psDGJBlJM1/jmqhmwiCXygFspNlWpax146AEtk3KQcoBGk/2+bPgPxxg3Sx2jDaXDsulUq/eimXEBYFQIamv1hjRA7gbEDoJ++MMfxnpdPp/vWCXWokWLkMlkcPDBB/u+ftBBB+Hee+9V/tyxxx4LAHjuueeUQdCuBKsaGC+RdFhLGL33oj48vmFc2VLAKzs3zQSpUlf6miBVsJI4HSY5xbm/R+8hLvK+YXRh1NMeALIgyEzqilL6psTWFcISpFOOF7AaSocVsmlj5cjzAW4FD9kANRuHAtQsUV52Tt+XZrOJnYQJUpXJh/kEydamqUrd55MmZ4K81ys1kIbMEgEzvQdpEOQ47vtVquqZrQJiOsxMKxs+ZisY5j5rCddlih1CULtjqoIlEo1rN0ArNPvMZz6Dn/zkJ3j22We1umzHRS6XwzHHHIOnn37a9/VnnnkGe+65p/LnHn74YQDA8uXLOzm92GCmZ5VaA+WaK3JkkfOqxf0AgMlSRBBkuB+Xlw5TaIISsDZR6TDd3mGmzRJLvG+YaSZILsI0lw5LGQnW6JzY/aWjCaMoVYPpMMsERaPWaIItrfl02oh4ta7QBMnKzsdLNZ89hpIJarN32LgwzqhkXPbMpZwgQ61bJceDIJL6NpFqrAjst6kDD21Qy4JV3bSVeKA2qQkaFYKgsFZQMw2tthm9vb247bbb8NnPfhbr16/HqlWrcNhhh+Gwww7DUUcdhde+9rVIC+LVKExOTuK55zwh1bp16/Dwww9jZGQEe+yxBz760Y/ibW97G0444QScfPLJ+MUvfoH/+Z//wZ133gnALaH/wQ9+gDPPPBMLFy7EI488gssuuwwnnHACDj/8cJ0/1xj6ienZZKnGT0S5TAq7Dfe4X1d02FbayGuejLy2Gea606tYK27AqHmKC2iCNCrZAFIdJtMEaaQfxAaqJk7z7rgeE1QwtNiKizivDkyYumSQCaOtJigaPjYk4xgJoCMbqJIgYOdUvM1MVV1Kx6VznhAOefJ0mLozfV7zGQrVBGk866KPm7lydgkbaKgIgl1fk5qgHVP++2Syi1vkaAVBH/3oR/nH9Xodzz77LB577DE8+uij+NKXvoQLL7wQ119/PU499dTYY95///04+eST+eeXX345AOBv/uZv8L3vfQ/nnHMObrjhBlxzzTW49NJLccABB+DWW2/F8ccfD8Bli+644w585StfwdTUFFauXInzzjsP//RP/6TzpxpFOuWgL+fmnydKNS6CXtyfJ3ohhSZI4Zuh6/GgaqDakRJ5TXah047RsuowE0xQwCfIUNuMPGGCdEvkvWvrzjVjjAnyroFlguKDPs+5tKcJ0tmoIhuokt8ppjVUQRCvLg1Lh5E5i2m1CckmScvNRXCGRbdtBhmbH3g0rq04Z1MFC9SM0nRgxeZqUhMkBs9TikN9N8BYA9V0Oo0DDzwQBx54IN785jcDADZt2oQ3vvGNeOCBB2KPc9JJJ0Wm1i644AJccMEF0u+tXLnSVynWregvZHgQtLWlB1o6mOcskeqmUaWCTJkliouYVok8H9NcZ3r6c8F0mF6ufLrVO0xWHaaz4IjGbKaZoEImbYx29xZxlg4zpAkiLNt87VadBIEKng5qgmT3EEtrMIGvSquoOkQB8nQYK/wIG1fFJAMGNEG8bQZlgvQCKyDIUhsLWEjpPe8TaSgdlhFS3yZ8gkSz325mgrQ0QXfccQde/epX48QTT8Qdd9wBANi4cSO++93v4h3veAeWLVuG973vfUYmOtfAdEET5So3SlwyUEBfKwiSnYwAdT+urHY6TE5nawmjWTl/gLHRS4epHKN19EuAP2XDYKRtRoAJ0l9s3Z8nTJAhYbRI55uqDpsmonM215pmi4L5gCrR6rkVPPqiWGV1mOReZ2mrJQOuqJW63PvmydPp8YTR49PuuMuHWul/iQZSZYrqm2tSs0TBJ4iOqRNgiiy1Of8u73DiMem6Bx5/OswTRus/k2K6UxU8dwO0gqCLL74Yf//3f4/rrrsO//mf/4n3vve9OOCAA3DHHXfg7LPPBgB86EMfMjLRuYYB7hVU4+XxSwbz6M8H3aQplJogzYqrmoJdMVEib1wYrfJK0jzJFCU+QWa6yMuZIN2TnOc/ZM6AUFzETTFBVBhNNVeWDQpHXejpZ0K8KjIADNIqrhYjvXjAtQ+ZVtxf3CdIZpYoud8ZE7Ri2A2upir1QHsFVZ9E31wNtc3wzVPjGQrobEwxQSQdxtbkRhPKXm6xxhTWZ5OaoKlKLfTzboJWOqynpwdvectbALh+PYsXL8YTTzyB3Xff3cjk5jIYEzQ2XeUurEsHC9yjRnXiUvYO01wUVItYVuPUoapk0604imKCki44JYkmyIRZYoUEK4A/PdBsNuE4yez0O9FAtSzcX+Y0QV5LEhq8lqp1zn5aBMFYTfZcmthUo5kgb2ymTWRBULXuluyL6w/tRi4iJ2EYmD2IywTtBOBulGxdZL9LNSZjWKr1JhqNJlJttqSQFVeYeIYqgv8Qa3aqzQRJ0mGAu8amU+0VHzF4rU78AbYJTVBRkHPM2XTY1q1b8aMf/QgPPvggpqensddee9kAKCZGet2HfbRY4emwxQN53l9KJXBVNRTU7iKvWMR00mFqY0dmlthM1FxPJQ7PaJ5kZOkwE94htJQd8OsQdBYcX9sMA+W9gHd/eekwvdQlA/cJyqSRSnmUvq0QC0ddMDE1IYxuRxM0ydNhnpGsjA2q1uXpdDpnmTB68UCe32OiDjJMGO1zY05wLeTpMP2Gp7w7vcAE6bIrPMhMOb51r6bBBAXSYQZL5EXmRwyKuglaQdDf//3f45e//CU+9KEPYcWKFXj88cfxpje9CZ/61Kfwn//5n6bmOCexoC8HwDUJ8zRBeeL8GyWMlhsQajNBgeqw5JoQpU8QWcCSlF6LZdx8XM2HWJYOM9JAVVhw6bzNBFeeMFrXMVq8tp7OSrdthjsuCzBl7IBFEF7AsuuYIJ+AuXWCX9CXA3t5ScJS83R6TLNEpgkaLGQ5EyhWxKrS6XSuQDJtndQs0SDra1oYXSFrKX3fdNLUnRRGs0zGon53n+vmdFhbQdA3v/lN3+eXXXYZbrrpJtx3330YHx/HU089hfe9730oFAq49dZbjU50rmGktxUETVWwpZUOWzJQiPRQUXVVZi6iSQKAZrPp+XyI1WFs3AQPMaVwfWOS35HkgVOVyOtqgry2GZJ0mA5jIzBBNAjSasxKFnJTFWcqTVC90dQyRKWaIDp+t/cVmmmIaWrdRsmA2tNHJoxmTNBAIcNNRIuyIKhtn6AqH7efB0ECExRiwMhaUojzjQtaVCDOU88sUfTeMaP/o47+6ZQDlkHXeX4CmiCNPUQEC3oWtPa5btb+tZWM//u//3scccQRvA2FiL333ht9fX0466yzjExuLmO4xQRtGi9xn6DlQwVOE6uYIKUmKJ2cyqWn/IB+J5WcCaAVDb4x03onGZX/UCe6yJtgLKiAGQBPB1XqDc3Se49hon+7js5IvLa02qdab/KFsl2IKUETVU7zASwNIjJBWukwlVmipJ0J03IM5DMoZNOYLNcU6TC2Sav1O3Rcpgka7Ml6QZBQURQmjNZtSSFjk02wNoFDRAc8fRzHQTblrh86Wr2aUGSjK6mgYIEyy3jo+pd1Em0xQZ/73Odw3nnnYcuWLdLv/+lPf8KrXvUqIxOb62BM0FMbJwC4D81wb9aXDpOdvKM8cpIsjvRBEhcxnRQTS6GJc9U9ySjNEjU3iGmZY7R2mrHB0w8y6t1I1Vk2hXwrCG5qVoyomCAgufUA4O8dRse3TFA46g25bkPnvlGxvjJNDAuC+gsZfjiQMkG8lD8YJLP3nAZPjAkaLGTQL2koDYSnw+h8kwRBnk9QUBNkNB1mSGfDpQVMq8erNjWedeH6mtQEsXtkYV/3M0FtBUF/93d/hxNPPBHnnXceajX/Dfs///M/OP7443HMMccYneBcxYI+Vxi9qZUKWz5UgOM4vP1BoylP60Q2Ja23LzamuhxRJ6AjNlaJuNlJhs23HTQaXupOVXWmmw7z9Q6LGaxMlmu45v89iQfX7/R9naY1C5LSezPpsLTPN8qE2JpXh2mmLhmmhXQYf6+6eHHsBgQ0QQbKmOvCmAwyTQwPgvJZ/t7JTvVVQcBNwdLLtOKV9Q4b8GmC/HtKmDCazjdJQCjTBJlJh/mdqE27OwfTogbSYYHeYfqaoCLRkgHd7Q7ftjD629/+NiYnJ3HppZfyr33pS1/Cueeei8svvxw//vGPjU5wrmKkdXMwLG112C3kvLekJHkYqzU5u6IjNqanCWUll0GfIDpuu5sgfehVJoza1WEJfIK+edfz+OZdL+CdN/7B93W6YZim3rnXSTblu8Y6XaBFzZlu6pKBCba5MNpgOe5chihiNnHf1KJK5KtBTVB/PoNCKBPkF9lSMAbJzwSxdFhG6Y0m6mtE6AQtYT5BWn3ZBINYEz5jQHAt9SpsDQRBPMA2WR3mXl+W8dAt2Ogk2jbo6OnpwU9+8hMcc8wxOPzww/HAAw/gBz/4AW655Ra89a1v7cQc5ySWD/b4Pt+91TjVzfm6aY1StY5B4psBqCuj6OfVehPtWK+wBYxZ81PonDi8nH5wYcxmUkCl3vZDHB4EJV9wKrUG3xxkwuiov/93z20D4D7sO6YqPMilfiTUy8Qb14ATdSaNTCvF2GwC5XodQDb8hxUQ6XzHcYWYdcLAJZurPB1mYsGdyxCbnZpgAFQBi7REvuwFQb2StJY3pudsLYIdKoqkQmicp8Oy6MnKBdeqwgoGnaBFllI34hMkrM+m0r41ISBkDK1OOkys3tWRVIiYFjRButYdnURbQdD73vc+HHXUUVizZg2+/e1v481vfjNWrFiBe++9F2vWrOnUHOckhnqzWDyQx9ZWefx+SwcAgKfEpqt1aemnqp8OPS1Vag0gj9hQaXcAPbO8sJOcF7C0mbojC5S44OrktOnC7iuRjyk4Hy165b3PbZnEq/YeAUA2f+H9MtGxmjJBbkuFFCq1hhadLROdZ1pBkM7iOC3YD5jwX5oPCPgEGQge6wpNEBu71mii3mginXI8JqiQIWktSZ+vhjywArxDRana4OlsFsAPEK2RGFypCiAYkmp4ms2m3CeIu64bFEYbKgAQK+V4n0Qj6TAhwDbQf5DNa6Ql+5gzTNCzzz6LH//4x5iYmEAmk4HjODj00ENx7733olgs4ogjjkBfX1+n5jrncPDyQdw1sRUAcMCyfv71QjaF6Wo9tApD1MOkU96Jvd0Fkp+4ZJb3GrRraDosYXd6uhiILrG8p04CxoJt0hnSpBKId9psNpt4ZXSaf850XgAVL/tdXc2U3ntMEOD+/ZVaQ0tnI3PjzqZTKNf0KlFEYbSJUu/5ADF1ZVIYHagOy/gPUvlMCpMVjwmSaXv4mCENVGm1ZalW9/38QCFLgiRFEKSoSEzKBNHAwVcib4BlCzRQZYcobWG0kA4zwgT5x9S1GGGg7+9In3sa7+bqsLaCINad/dlnn8UDDzyABx98EA8++CA+9alPYXR0FKlUCvvvvz+eeOKJjkx2ruENhyzFXc9sRTrl4Kg9R/jX3Y2iKhcgKnqHsa9NN+ptLwq1kOaH7LSYZLMKDYISnmhVmij6tSQbhEwPBMQzUNs+VfF9fwsJgnin96xw6jboRO0zZisbagBJmSAD+gPuEySYJZpggkrVOj70/QcAAN/866OlJdWzFaKIOZ/R36g8dkkdBJVrddSbTbAC1YFCxktrSdNhTLgbvPYFwrYUK3WuBxrIZ5BOOTwwLlaSaoLau4fo633CaAOu62LFlan7PJAOM9DTL5AOM6QJYh5B2bTD7Q+6uTosUdOe/fbbD/vttx/e/va386+tW7cO999/Px566CFjk5vrOO/I3bF9soJDVgxiqMfTcHhl8sEbR9Uywv2ag+lq+5tgNeQUF/WwvbSjiFTKwW7DPYHvVSUbqjfXZIs5r76QbHQ6wmi2ABdyQhAU43S4o+XzxLBpLMgE0Y3AnasJYbQ/wDJBvYvVYQBxDU+48TYaXvqhkDG74ALAvc9uw2+fdhnVP7ywHSfsv1h7zG6BsipIR7wrjMmQSaeQctzK1EqtwdefTMpBPpPi95k0TR9ilphKOShkXU+f6UqdV4YNttY8ng6r+McNW+sA2vU9GLRsnShjYV9O2lOMXju6NplIUYttZ0wEQdTMlqfDDLBW3vV1fP+zdkbt9mNjKJIqW3ZN5wwTFIa9994be++9N2+oahGNQjaNS0/ZL/D1sBsnjF3JZdIAau0zQSEnrrCKgS0TJbzhy3cjk3Jw98dO5iI4Bn6SkwmjE26CYr8bCp2O97LmqUC8RYwt6gysDQpA/Ujk+oukQQDVNZj03pEZ1OlUCAL+KkfGBJmqmgGAZ7ZMeB9vnphTQZDIBJnY/FSaIMDVyExX6yjXPBPCvnzGZ98hq1qthaxLgLshlqoVTFfrXBQ90PIH6uGC63Z9guRByy8e24gPfv9BnHvkbrjurUcEfo6mrKipqInnRymM1gpagz5uJhobB1JsQoVxPmFjVnag7MulI9tAdQNi88br169va+BXXnml7clYuAi7ccLy5Ek9RNiDKzvFhQUWdz69FdPVOibKNTz00s7A92OVyCecqyodGDZmvdHER3/8J1zx4z8FvJRkfcOAeJs1W9QZdhY9ZohR6yITpBsEyCh9E947sqoZdl8k3RyoRoBdB107A4oXt03xj/+8vag9XjehJhQtmCyRFzVBgD8lRCvDfN+TMCView8RPNCp1L2+YS0mSKU1CnOMpl8X78sb71kHAPjJg69I11DeMiNQrGBOGM3Gzmk+O4D/GeHuzin9FLV4+NVtZ8RQJO2HTFTcdRqxg6BjjjkGH/jAB/DHP/5R+ZqxsTHceOONOPTQQ23vMA1wUzLJjaNqSgokXyDDmh+G+VHQzeeFrVOB71dDx02YDpOYnPExI0o8H35pFD9+4GX8fw+8jIdeGvV9T9Y3jM4zbBFjizrDGGGGeBm7QmuUdHGkC3VBqLjSWcBkQZAnwkw21xJ5zxjFbtIxevukF3RumyyHvHL2IcgEmTNLDOv4Xq41uG8PC4IKvBpL3TtMxdr0EI8hWh4P0BJ6VXWYPLBSBS00EH5xe3BdklWGuZ+bTDH5g1ad94v+bDAdZq4SlMohtNoEkSIItjaVaw2t3oOdROx02BNPPIHPf/7zeP3rX49CoYCjjjoKK1asQKFQwM6dO/HEE0/g8ccfx5FHHolrr70WZ555ZifnPafBcu+yU0y4JijZQxy2gHnsQvAGXr/DW2y2SjYfsQTTP26yxTycXQoPAh55eZR//KeXRnHUngv451HC6DopGxbBFvWlg3lsHi9LmSAxaNMVRrOURDrlBFkCDe8h2caj20le1o7EZJ+iHeR6bxf0WbMdYnVY3sCmquodBvj7hzEmqK9lZhjKBIWUyAPUMLFGNEEZ3/fE9S4s9Q3I9XpT5ZovEF63dQoHLhsUxpUfpHgRhEbqRmSvWHWYDhNC1zP2npkQRosZANbOqNnUu7/YwY/qyAD3GoiHwW5AbCZo4cKFuO6667Bx40Z8/etfx3777Ydt27bh2WefBQCcf/75eOCBB7B27VobAGmCR8/Cw9hsNpUNVAH9klFpOoyVskuYILrYbJvwbz7NZjOUtUquCVJT5FHpsMdeGfc+3jDm+57XMkMeBNHfLYIt6nuOuPYQo1PxmaCki2O5GlzIk3ovUchK5HVapwDBDvJ0fBPpsJ0k8BFF6rMdYsBiskRextBSdmWKB0EtJogz1MF1qVpX64zoz05XGkomSLQECVvrABqUeT9HD2YAsJEUKTDIWma4n+sHLIESeSOaII+xYRomfjAxqAnytTPSMEblEoBs2se2dasuKJFj9Jvf/Ga8+c1v7sR8LCBvOAj4T+ImK654Pr/NUvapsjc/MQ1B52A0CFL4JMUZc+OY5+Xz8o5p3/eKErYC8F/nSq0RSJcBXguAlSO9+N8Xd2CiXEO13kA2nfJ8gjTcrWVd4Us1Gbuirz/gi3jaG1dXhDldDaYaTZol7pjDQZCybYZO93CWYpM8QzQlJKbDVEJk2rBX9lwCIM1Xa54mqCWMVrXjiHKMlulNRE3Y5glZECSvMDUh1u+EMNpbnyk7a0JrFLRbyaQdVOp6DFOZHPzo/dCtLXJiM0EWuw5eOsx/0/hywzJhtLYmSBJYhJhyTRFfj+1TYhAUFPP5xuXsQjJNkIwJypAxZflnWrW1YcwfBE0rqsPoQ1xWpJnYyXbliGcTwHRB/NSpYIKigsD/c+dzOPCTv8Bvn9ri+7qMCcq1Tl06+XyZGWccEWat3sAHbr4f7/jWHwJ+L7JA0Pv79XQC1XoD4yXv940WK12rPUgCng4TvFwqGl42YmBF4TE2NUwITFBeUR1GD2eygxTgT3lxJkgokVeaJSoCK1kByRYh6NkyHkzTyzrIA/rsLEDXJ7+Gy0TFmc+2gh9MDDzrZC/hzL/Gc0klAI7jGHvWOwUbBHUh+GIjLgq1cHYlaQO8sLYZYWLjImGCRHGwTMznGzdkruOlKi76j/vxt7c8EAjovEUmyMj4mohKHjhqYrhlouzbLMW2Dgz0IVanw1odk3tz/HTL2mh4IkG5/iAsYG00mrj2F0+jXGvg6799zvc9GRNkosN4WHVY2CL2vy/uwO2Pb8baF7bjjif9AZtMdM7eK92qEdquBHA9bmQNPmcrAkyQpvi92Wwqu8gDlLGpB4XRCk0Qvd9U1WEFIn7mmqAIYbQsNSsbkzLmrA0Rew43jweZIDZuMB3msWBi9WhceIGb3wrChDBafjAxlw6jH+sZo/olAN3eIscGQV0IlVliJWKxCau4uf/FHXyBEMGYA7kmSL3oTkkaIvIxW6+XNWUFwoOg7/3uRfzqic34+aObcO9zW4Vx1adDfxNZ/7juCdSbb6XW8C2eXsommCHORzzEE2SzYF5Joy2xricSFCpRYojYaWWLuJiHsStGHKMlWqOwhfGJDZ7e6vFXBL1VBzVBTIQ+3Jvl99lEKdjbarZCbKCq+x7TTVOmCfIHQe77xoXRCs1MLSL1TcedqnjPIRNG95DeYfRgEuUT1CtJo7E17tDdhgDIgyBlsQLV/yW8vuLzE7f3YBhkPm4m/KJkOi5PcK3fLJnbBHR5s2QbBHUheDqspqKHUwGNCKB2DP7Jgy/jzTesxdu+tVaaKmCbW5ifj0i7NptNflIEXHGwagELm6ssuFr7/Hb+Md1cgfDTIT0piQ8x0yzl0ikeLFH9iMoniP4u1embNZTszaUx3KL4GUPhiQTbZ4KeJ7YDG0anfa+VUfomRLOyU3IcipxWZYm6DJkw2lR1GEs7DvdkOWMxWa6G/cisgsgEsevGqhWTjgfINUF9OdbRvUaqw/w+QQGGurV+qA48gMf6TJSqSiao2fQHWFGO0dR7iIEFQQcscxtS7ywG7wVZKtn93Ls/kzCUrDksYFYYHZ4OM1Ai70uH6QcsoomrqSaynYINgroQKrNEVfNUBhW78vNHNwJwvXye3zoZ+LmwthkqsXW51gBdgxtN8EWTzkHVATqMCfozYUBeFDbUsIWRlXgCwRMSNWgbabE1O31VXHJNEBC9kPHmoLk0hnpbTNA0S4fJq8PiBAG0EWuj6dc7lCSn2aTCeIqq5PrGWXBphZZYoSO7BqZOh3SjZg7Ec4kJEjVBNPhPcu18+h1JwNITkg6LYoJkzBIDaws0VqwSx2h/EAT4A5qwPol0rr50WOuws+8StyH1mHA4o/MX2dls2ls/kvQPo2sOW0vNCKODTL3qcNoOZNW7tHVGUohMkAnWqpNIHATdc889eNe73oXjjjuOu0PffPPNuPfee41Nbr6C9VcSFxtPyCZ/21QPHGUUnpeYGnoPWYjYuOE3u6IsEDv90XRT0oCtXKtjI9n8/yyYnYU5RjuOoxyXMQZDPV7KivrLqHqHAdH+O7xXTpYyQa10WAT1HtZFfpMg3t48HmzHIQssjFS3yNpmhKTDKBMkekaJHeQB4qSreTqkZdxss55LQVCQCdKrtqlLPGcoGOtTrHiO0YwdUvmXsSBIxQIBJAiarvLDx4I+92sZws7SgCYqHSbTEm1rMUH7LHaDoHqj6TucAWqfIMdxtPQr9P3I8QDAvSZhz3kUZMGgSbNE2YHHBBPEWGp+4JlLTNCtt96K0047DT09PXjooYdQLrs33tjYGL7whS8YneB8hMonKK55GL2By7W672T+0o5gWwF+IpDpjFpjNpt+Kp2mjxb0uosZ7aEVNVdVOmzLeBn04LZh1J/TD6sOo3+D+BDTipSR1uJL2YvpVlAhTYdFiHinScNAdi14OkwSAND5hy0Mm8b8wcRWCRNUINehHWH8/3t0I37//LbA170SeZoOi2aYxDJ1Kiz1hNFmNQ0AfGwFS6+Im95shhhg+HRvCTYV6vclY4K4dqdcC/gEqZigaoRRIuAFQa+MTvP3fGFfnn+fBVg0oIkSRve2gjMalLH014qhHv5zY0JvP1WJPJC8Mz0gb8xKGc+kVYtVCRNkpou8JAhigmsDmiD2nsZpQj2TSBQEfe5zn8MNN9yAG2+8Edms1/38ta99LR588EFjk5uvyEeUyKvoYRkTsGG05Atetk0GfVSqIZogyg5RipS6yQ6SU544V3UQJD9xiY6/26fKbYklVb5GHhOUxYJWyopu3FTXIyKKYaG9crx0mDu2qvQ+zsIgijrljVnb9wn600uj+NAtD+Jd374vIJaXnw6jF1waUNYbTZ9rdphZoi4TNMnFuzQdNnc0QdyJubU5uWyn+n1+YeskNoxOB77OQCvDZFq9XtLHiwmjxeowFROkeiYBLwha12q105NN+6oFZQFNFJvcIwijS9U6f96G+7I+9olCZZYIeM9Tkv5hFXKAYNc2n/b0TklTTNIqLmZdolMdVgteXxPVYWK6cU4Ko59++mmccMIJga8PDQ1hdHRUd07zHqoePXFTTJQi3S6kJnZKzOTCzBLpaZHexLxTMDmBj0uCICVjo3jY2HxXLXbdl0vVhv90GLKA0XFF1+RxEgRxTVBRIozW0AT1SITRKsF1nCCAmTsyfQP1PJEyQTEDi/9dtwOAqzN6aL2/8a3s+sZZcOm1BPzBbEnChiU1yxThMUFpzlhMluthPzKr4DU7lWi/hHv85Z1FnPnVe3DmV+8JVGsGx1OZGrrXcMonjA5Wh8kOJqryeAAYajGkbINkzyCDTN8TWxjd+hn2zGVSDgbymeggKIT1TcJaVCRBRRzH+SjItTv67EpFMm4cO4woiEyQyRY5nUCiIGjZsmV47rnnAl+/9957sWrVKu1JzXdElcgr02GSTVB0cpb1VgoLrlTeO+yU2JvLSJmgMGdn1VwBrxnmygW9fCOmjE1YKw7AW8TE4IpWpMiZIE/XoxpTtuDUG03+N/Rm0xju9V8LVWPWOO60jLU7sFXpQt87jwmSCaPDF5tXCFNAK7lqdU/sLu0iHzLXKaHtyDbCMEk1QYYaqDKbhr5cxms83KX2/ElQ5weU4MYqatR+//x2lKoNjBar+JPQIDgwniJgYQFPsVLn11bsIg/400VRzVMBjwliWNjvD4IKEn0P18Io02H+6jBql+A4jk+MTRF2kJK14ogL2cHPRBDkVe+aTYfJqoLDzHHjoiQyQQb0S51EoiDooosuwkc+8hHcd999cBwHGzZswC233IIrrrgCH/rQh0zPcd7By0uLTFCUzia4CYrpL/HETseV9f1Jpxyw9bImY4JyaQwQMWX8ucpPHGyjX9SflzI2Ym8e9bjqdJjshMjmztgEijCGhboj9+S8IIidStVO1OFBQKPR5Kf5vRf1teZL2BXOBLVfdk6DKRoQ+atbgsGViiKv1Rv8d+427Lpmj5JrK9Nb5RRsRrugupUeYVOcCxAbqAJqtpPq/V6QFEC447nvhYoJ6sl6zzJn2Vh7C0UJuax6ScSi/rzvc5EJEgMaQF6p6Jur4C/kBUHu2GomqKUJkoyr0z9MtjbR9VPXe0haxWWgElRsmwFopsNEJqjLhdFt9w4DgI9//ONoNBo45ZRTUCwWccIJJyCfz+OKK67AJZdcYnqO8w55BRMUt5eOjAnaZ3Efnt86pUiHsXHVabZyreF7iFnKoZdsPtQ8MWoBU1VhsHTYov4cBgtZbBwr+ap94muNhHQYMWhjzBWtZmNzl6XDwlgbtminHPd1Qz2CJkjVkyyCCZoo1bhAfK+FbhBES/plTFBcd1rK0lD9CA1IpNVhigW3SE7Ny4YKeHbLpG/jkbFhxpggYujHNiGx595sRl0StKgE8DQIkjUOBaJZG8YE7SxW+AGFHQxYCbnr51MHkG3NI5xdAtz7f2Ffjgfgy4cKvu97qS1iaBqRUmf3U73hNpZmjA9LSSuDIMmzw6CjVVPNN5dJoVRtaKfDMpKUqBGzRB/DFF0EEQU1E9SdQVDbTFC1WsWpp56Kt771rdixYwcee+wx/OEPf8DWrVvx2c9+thNznHdQCRDZopePZFe8m42ll/ZbwszDJEFQSFdpd9wgRVqsEC0GEyiWKRMUng7jAkSB7WIpqpG+HBe6+qvOwhdGVYknC6QGClluqU8FtKou8vR3yR5i6obsOI5XHTblT4f1Ck7UUQsDC6J6c2ksHnBP0X5GLIQJilhsaJ83X4qtlV5xHP+GFrUwsvc9k3L4XOnGIzOMNKUToD5Bqm7ksxlVCROkuh9p4COmwRmiytnZfbqpNVbKAfpbX3Mcx9MrkgNamNkqxYphr7fe7gt6fd/zWDxv3EhhNDlYlCoNXhkWzQSpC0xMVIeJ4+oGAez6+kwNNc0Sm82mVF7BqmvrBpmgXEjrpW5A20xQNpvFI488AgDI5XI4+OCDjU9qvkNFyVYiGBteyu1Lh7mL4V6tlMpkuRboSl6JoLNlPjFUE9Sb98SUgblGMEHi38haUAwUslLzO5XlvTeu/IErkuqvAUHIXak1eCDYmw0+EmEbtieodn+OLcCsk7ysZQQQfeIcJadapmGifbJKktOsN2b4wkhTpFQXJatuARDZQLVIWLQhQRgOyPuymTod0hJ59nFpDqXDmIYnLUmFiOkFGiSrWuSENU8Fgq0ohnqySJHX5rMpTFfrvsOLrMu5DCuGC3i01VJl9wU9vu+JAaxPnxbC+mbTDqr1JorVGv/72UFkUGGeWZb03eN/X4QnWBhULLXb57CWOOCXpsNiNDUOAy1ykKXD9BqounPyHKPnoDD6Xe96F2666SbTc7FoQc0ERehsJLlXxgTtvaiXjxF0fA0PWDLp4OZKNUF9snx+lIBZEQRMkYoUHqyUKKugFjXS3ycGQUy425/P8J5FbHGk85ZWh4X4BBUFBoktvIB77dliI44bGQQxDVNvjuuMpExQmxVXzWbTdzKm1YMqh95IJojpqXLyihy2seV9wuh4p8Nms4nv3LsO3/vdOqnPylQ5KIyeaSaoWk/egFOEx9IGmSDRgG8HSZfukKS93fHCNUF9AmPJgnqGAm/uHGRsZJpCCsr+HL77sO97XguMWmvM6H5k9OeKlTo3KGVmqAMK3yiViztAmCCNEvmAMaqmMainC5MVQSS7z3z93iRtM3QE14HeYV2eDkukCarVavjOd76DO+64A0cddRT6+vp837/uuuuMTG6+QixFZafyqJJRuTDa3eRWjngL0GS55lsAPJ8PBRMkOXWwhaU3nyFltfHdXlWU/hTZUFmwIjY+BeTlrfT3iYsD2yx7c6SkvxVcFVs6hEzKkabZwgIWkeXIpFMYKGQwUarxEnf6fT5mxMJAHa6HSXnxdKWOnlzaW8h96bDoxbZUbfh8o8ZLLmOVTaeUqcaoShR+bfMeEzQuCYJ6fUyQ+3GUWPKRl8dw9U+fAAAcs/cIDlkx5Ps+TYfJuorvamybLOMNX74buw334LYPvzbURTkOZJogr0Teu3ZUGAyoDSOjNEHsmWNg9x4Dr56iTFAjfP1geMvRu+OH/7ser9lnIRf7M4gl8iqRvoieXBrjpRqmK3WSDnPn3B/BBEmrwzSE0arnR1f/xgXMvnSYXopJdX09YbRBJogfzruzOixREPTYY4/hyCOPBAA888wzvu/JDLgs2kNBKEVlN1OUWWJe8rCxIGjJQAH9+QwmyzVMlmq+ao2q5KRBITMgLBIjNV5WK+sdpkjdqcTGRbKhDpCmiwxh+XzVXOm4ffk0D4KYWDHMI8j9G2JogsjPDvdmMVGq8cqrbDoYXEUxQWOs0qUnh/58BpmUg1qjidHpCnpyPd5C3qYwWrY57ixWsGSgoFzEo3yCiqQCTsoESa5vNhOPdn+EdKR/cP1oIAiihn7dUB1259NbsWOqgh1TFTy3ZZI38kwKr3dYUBhN78fxUs0X3KoMI6M0QYOFLNIph481LJS26zBBBy4bxENXvV6qPRSND9m96DjhwZV7ACtjukqYoBZ7pWqo6/kE7TphNJC8Okp2fWU6zSRjuuPKGqia6x3m3a/dmaZOFAT99re/NT0PCwLK0pSrwSAosh9XK+Ku1BqcRVnUn/OCIGEjlDmHUsi6iE8RjQ01WGOIYq04pa9Ih/UrGmLKNn/fuIoT0hQpge8nKauJUjVUFE3nGlYiT392uCeHlzDNPXhEjxQ6pipgGSWnWsdxMNybw7bJMnZOVbF8qMfTBLUpjKbXN5dJ8Q17yUCBL1LiexZ16iwSfVhYOoxeIzpXUaNG8QJp+Ctr+cLvw3y6K3yC1m2b9H2sHQTxoCWo/aLvh1j1qeqfFqUJSqVccT/TjS0Q0mFSJiimJggINi1l6BXeO1rGHnawpp3kR4XqMBUTxM38JHNR2ZPEgWrNi9MnMAxVCXvH1/qEmiC6l/j0fwb8h0QmyLtfu5MJSqQJsugsMsRbgj6MUWJjxiCxTYdVAWVSrnGYalGIqu6QV4d5aStRTOmOGU67q5igKVJNNShjgvjmr9Avpdjm6s212Wz6tCPplMNPieOlGtH1yM8ErBovLB3WKzBBALC+FQQNyoIgkraT6UdGia8RHZOddmXBYBwBInUBZgJSph9hmq9gOiz81DlF9GFhHkw95PqqTDhFUBH3yzv9QRB9X/u7pDpsO5nvFoU4uR3UZZogiccSawbMNGnlmrwkO0oTBPg9fERTQ5lmJoqhjgORCYrS/jEwFnqqXAv4BA1wJkhMh6mZIK3qMMV10GnKCsgPqbrpMFWrE69hdnKGid2zBbFEvkuF0YmYoKuvvjr0+1dddVWiyVi4cBwHhWwaxUrdTzuzpqQRDQUZO8EW5IX9OTiOQ+hhgQkKaZsByLVGVAfCmSCaDov0CXIfkEA6rOJt0l6JfLDqTHWilInDK3VS/ZX3BMyT5RrGp6tedZNCZxTOBAUFymwRZo1rWTAnG5PNr5Dy/24W+LFrsICLo92vyzRBcXr0TJKggQVnLChWLeJRlSjUBkAMgqijtqw6jM1XZXlAhdsv7/T3xCpVvQqivnwGBUnrhV0NVeVdUsiCFvZMUWaBBce7L+jFExvHAbj30ELBpJCzNiFBEGV/dhv2V3FxN3tyOIvS/8WBmMr0UrPyZ5LBS5nXOBPEutOzQ9+kggmSrSE66TCVj5tudZTsQKnr7Kw6UOsKo2nwmBfbZswlYfR//ud/+j6vVqtYt24dMpkM9tlnHxsEGQAPgiSLjerE1ceDIPdntrY2ENatmW2oU4EgKCIdJjl1TJHeYdRqnyF22wwyZrlW9xm0cSaoHJ8JknklUf8ido0Ge7LY0DJijJsOkwUXslQPo+NZEBSWDgNaQZAQgE2RxqCAF1ix0y5fyGVMUFgQVPKCIFHErBZGh9PZ1GiS9YgaL1XRaDR9AQm9RvR3hAVtNJDYLrif02C+N5smqZGZW2ypB5PMmLRd1CWaIFmgz8xLh3qy6M25a8dkuRYMghrhBx4AWDTg/cxugp+PjAlirKsqkI0DkU2OywQx5mtsusrZU1ETNKFgggpSJii5MJo9H6KPm24DUamfT8xmySqoAtespjCapqLZe8f1f3OJCXrooYcCXxsfH8d73vMenHPOOdqTsginnVWBBaWGAW/TYIuaalGI6gItq7higYWbDgu2zYhqdOr9fd7P0GClN5sOlLIDcXyCgiJetlkWsil+ouYsE9EEKYXRkpM3g8wMkaWumDBalg6j4lDZCZFWPQHACPcK8jtR08CCC6NDqjCmZI1vS6wsWcEERVjpl6vepsICq2bTvc/Y++U4/veMtRNoNOP1TwOCzIqX4kwjlXK6QhNEA58dRbk4uR1UZZogSbBLhf/9+QyKlbpUF0S7yKuwz+J+/jGz1mDIS66xCSZIZLGj1g8G9my9MjrN/zZ2Dw7ks3yscq3OA5wwJkhLE6S4DnH6BIZB1pZE1yyRZxWEvURlNhsX7NrmMp6Wq9tL5I1pggYHB/GZz3wGn/zkJ00NOa8ho52jNEFswyxW3F46rDJsUZ9wMhIqR5i4TkWRS80SiSDYY4JosBKetpIxQWzjz2dSrVLzYLl11Lgy6pnqlxgGydhFCZvjn6s8dUfHpgGUyPwM9QTPGqmUo+xzBvgFzAAw3Mf0O+61oI1DGeL4BE2UaDrMO0XTvy/ABEVUjNBNMJ9J8xP2+HQVpYqXChMFrnH6p9Gy7+lq3Vf5JQaKYi+pmQC1iZhUVGi1A5mQmVVcVmrBZ6eXaPRkwWAt4lkHgONWLQTgtrZYtajf9z1eHUZ+t6yEu10EmSBvMw0DO8ys2+b2SusnVglsXQI8ZrXZbMaqDtMpkRfNbLVL5CX+XboCZtVewlPfCYMrzrJJmsjOGcfoMIyNjWFsbCz6hRaRYKeHdk5cbCGpNdwHnffhajFBsiaFgCYTRHyCqnVX/5HLpCLpbFox0Gg0kUo5fAFkGz+tDmMVRFFtM6T6pYp/swRA+odVOWs0INHu0N8lFUZXg3oisTnkcI//cz5uOoVqvd42E1SrN7gmiP5NcXyCaHA1KHHOBtr3CRIZpOGeHDZVSxibrvKflemtcmn3PlEFV+Olqq/sG3DTgT25nsDfAngHh3qjiWq9qbUpJwW1iZgq6zNSsqBF1jvMawCcDvVLisMEHbfPQvzXh1+LFcM9PrdoQG7kapYJ8muCVH5gDOweZkEQFXJn0ikvNViqYaQvh2q9yXvyhTNBSdJh8uugKwyWOfp7B4ikZonyrAJnmBJWnXlpeok7/FxKh331q1/1fd5sNrFx40bcfPPNOOOMM4xMbL6D99aSCKNVAQBNyRQrdZ5KWNjalFl1jhgERS1iHhPgvq7ZbJLAIu1jUIqVGnKZXORJTiYMpuXOgBeUsKCOeeUA7WmCPKPEIFszWqyCLSMDBfnjEEcYTccWxaSL+hVBUCaFqYo8CJoivdkAT+ewo1jxNSylp904J07aGZwGgoCX7hMXxiidgBg8DfVksWm8hNFilc9P6sSdSQFl9QmRsVZuY9ostkyUsWOqwntQifcLDbSmq3UtjUoSNJtN33ujMixsBzJNkNd3T8bMekyI2IAZiD7wMKxeOSz9umzsspEgyM8m80NUxJiDgv5O7FbPU4MtXSFl1qWaIMm6GxeeN5pcGJ0ksALkjv5RKeooqBz9ddtmyPRWugFbp5EoCPryl7/s+zyVSmHx4sX4m7/5G1x55ZVGJjbfwehEeRWG/BSXTjkoZN2OxVPlmpcOay0M3GJe0Zg1qncYe52vKieXQTadQi6dQqXewFSljuHeaGFjXgyCsmlfGbv7f5p3rZ4o1XwbvsonSMZaiSJjgJScT1e5HYGSCQpJ28j0RLsJfZFEcSofN+TUKc6ZtQLYWazy65RJOT6KnM5T5b0zQRgmjwlqaYIUFTlR6bCKsKAO8WtbQcppBeCSE31U1YwXCGYw0pfDlomyr+HrVNmf5qTPBe1yrsKD63eiP5/B/kv1vHwYStUGaBaO+mYlRY0zN5L3maZ8+bVIh1oF1GIwQWGQMkG1eIFVGMSijig/MAbx4LJQYGH7CxlsmSjzggAW3DiOvMBER7+ibKCqmQ6Sp8M0NUHKdBgbV48JklatziUm6M4778TKlSuREpw/m80mXnrpJQwMmFlU5jNkJ5IoTRDgLialasXPBLWYCK4VENNhEbb3IhNCF3e24Pbm06gUGzwdEEVn0we6XG0AheDGz8r6J0o1TJSqvvmFNVUEBNGoJB3GKrjGil7KZlDBBIUJG2UNUpcNFnyuu+LplP8NIcyNGBDyEvmpiu86+Y3O3PGaTZdBkAW1dLP02pJUffMI9g6Llw5jv3+YlMnz+0PCBDHthGrDiWrHUaz402GO4yDfSsVGUe9Pb5rAedf/Hr3ZNH5/5SnSCr52URSCHrEKMwlkJe2y4NljxTLK3oOA14YjTBMUhoIgLgZoOjR5+pH6BDWIrUKU95BoPyEeOESvIOpmLDskcDPIBOJ68TDAoFN2D8gPqRmNYI3+XDAdpucTJNNbdXuJfKLQfdWqVdi2bVvg6zt27MDee++tPSmLKCZI/bax1MBUpeZpgloLQ0EQHzJ4C21EJVfrBvccgtNcM9DHXaP9Ja6qRcxxnMCpS+a+TBcxNmY65ag9jTLBDZtWETGwkvPR6QpPuyRJh8k6pGfSKZ/Xitgnic9VwYTU6g3+t/YHmKCK9O+h8wTUrA1tvCoGFh6rJafz20mHAW6qUeajJI6rOiFSpkf0NKLf7yXBbdwN51dPbEKz6d6vj5HWHDoQnysT6TBp2wxJBZOPCQoVRusyQSFBkEb6kbK8pVo9VLxMIfY2kzFBgPdeRBVW6JXIy6+DqSBI2kXecIk8W1frSdNhEiZItzqu00h016oqLyYnJ1EoFLQmZOFClntXdfmmYMHIZKnGUweLmTBaQZNHMUziQyyKdt2P/f3DyhIfm6hxRfYD8BueRXkEAX4nZoYpSRk7T9kUq8SYMEIYLVlwVH3HTj5gMQBg5UgPlg4qmCBFNRcV1PJ0WCuomijVeDUX3fwB//unWnBK5BqKwmgWcIvtBLy2KVHCaPd1bGMam65KfZQYZO8VhayFyngpyAT1SWwCojaxF7ZOkY8nQ14ZH+xeYARDqdrQaj8AyJkb2aZCxf/s/ZP1UItjlhgGj2Vqj6GOHJfcc1PlemwmaNmgf79ZIejxvIpYPxMk0wMBmmaJqhJ5TSbE0+8EWd9GE4HigThg90GwT6Ce1oivLxImaE5Uh11++eUA3FP8VVddhd5ez0OiXq/jvvvuwxFHHGF0gvMVMr8K/pCFVL2wzYb6ZoxwYbSqOixcaySejmSbj9hJPsrZ2f1eCpNlmmYLaneot1GUR5D7N0jSYXwzDRoajha9CiQlExSiXSlVgwEWAHz0tAPQl8/grUevVPY+Up2QJlvXN5dO+dgVpo9i/kN9gSDI+z2qBdfTWqSJMLq1QSgCuij9QSAd1grYxopVfu2VwmioF8dJqX6pSr4fvPb5EDsDihe3e0HQK6Ol0NfGBXsuFvfnecuMqUodQz3JgwOpJkhy39DWL4Vc8AAljhdmlhiGvMS6QyWybQeplMMruaYr9UjGhmFRfx7ZtMPnsMeI39eov+UVFJ8JCq67ceEFbgorCIPCaMoMVusNpFPh1ykw1wgmKLkwOniQCrMC6Qa0FQQxk8Rms4lHH30UuZxHPeZyOaxevRpXXHGF2RnOU8iYoKimpIC3MbJFfqQvx1/P8+5VuVmiamEMaoKCm4/oFcRYmzCKXByXGr4x9Lc2v8mSlw4LG5PntCVuuj0+Q8PWRk021f68/HEIq+6QaYIAYMlgAZ8++xDlPAH1qXNKch3Srf5vo8Uq76ElpsNYirFSbyiDID8T5KUKaNm9mLrKRFSiiI7BLLgana7wzYcZ11FEVc3Q6zAo6XtXrASD27ieLOtJM9Ztk/o9vtz5uPfCcG8WO4sVVOtubzMdvZFUEyQJ9Om1ChNGa2uCZOkwRbuIdsGCoKlKvGcdcIOnhX15bBp3A9mVI34maEBonVGuhh+k8jHvHxmUJfKaPkEVyfpMf0cSd2evM72qElSPCaJrCHc4nwvVYax7/Hvf+17827/9GwYHBzsyKQuPri236cfBNqDnNrsUPy3Pph2XKSqKB4JBPB3JghUWEHknrmjWRtQ2yE72A2SjjnM6lFGvzMuHBg1MaDxZrhEmKMonKLip8CAo1/4GoFocpyTpRsD1ChotVvHKTjkTxMas1NXCYKoJon/vZLnG/5ZAEBRVHdYaUxRGjxarvBpNxrJFnRA5M5gLlvMDCk0QC6xCSpxr9YavymyrgUangMDGZNOo1mva7tUyXx9Z0YT/d6uF0dqaIO5fFkyH6QijAfbcu0UdcdYPhqVDBS8IEtp8DCg0QTKNGkDWpAQl8qr2IbqaIBlT72tAXGsA8oy7EqrANepZj4LsfVOl/bsFiUL37373ux0LgO6++26cddZZWLFiBRzHwW233RZ4zZNPPomzzz4bQ0ND6OvrwzHHHIP169fz75dKJXz4wx/GwoUL0d/fj/POOw+bN2/uyHw7BZlAL44miAkDn948AcDTAwFqs8QqT11paIIYy1QW02HR+p2KkGajJ3u/MDpGYCUzdpSkeQYKWa7dYJt/ZHVYSIm8alENg4oJUbFLTBzNGomKTJA7ZnhgQU9quUyK/46x6apSLxHlTiumQ6gmiDtUS4Og8MVxSpIOkzFBPk1Qlr1X6uBjbLrqK2U3xwR5wn5THe25WaKkMlJeAZkObR+irwnqTNsMwO8VVJZoS1S44LV7IeUAHzxxn4C5I2N3ufg/QhMUJozePF7CS4RBFCEeBhhMCaPpup9OOXz9qiZgbVgw3G4laBQ8TRBNh3W3MFrLMfqJJ57A+vXrUan4e/qcffbZicecmprC6tWrccEFF+Dcc88NfP/555/H8ccfjwsvvBCf+cxnMDg4iMcff9wnyL7sssvws5/9DD/+8Y8xNDSEiy++GOeeey5+97vfJZ7XrobsNBcnHcYEtGyjpOXZsoW53mhyzx/VuEFNkN+fBfACoqk20mG8HLXuD64oE0SFjXEocnnH+6DWKJ1yMFjI+tJhw71qU0Mg+BDXG54Fv6oDfRhUWiPVBsDYK5bKUTFBsjH52EIgOdiTwXS1jvFpwgSJwmh2TRW0uxhE007ytGGrCN7rLCII8gmjyfslS8vGcafdKfT0UgVB1XoDdzyxGUfuuQBLB6MLPkokeA0zLIyLBnk2aeWmTEs2SYoKwhyjdTVBbGwaJMRZl+KAts7w2KXo5+pNR+yG0w5ZJj2IDAj98bwKyPbsMMaKVZz+lbsxVa7jl5edgL0kFZ8qbZRu76yqQq6QTadQCXFcD4OK/c9wYbReA1V6UNVt9tppJAqCXnjhBZxzzjl49NFH4TgOrxZjAtB6yCksCmeccUao6/QnPvEJnHnmmbj22mv51/bZZx/+8djYGG666Sb84Ac/wF/8xV8AcJmrgw46CH/4wx/w6le/OvHcdiXkTFC4gBnw28YDQhAkKZGnD3uUu7PoE0QrfmjfMjrvsNRVkAlyf5ZumP1cC1KN7PYOyJkQlg4Tf2641wuCRvpy6r+fVGLU6g2+GNEAVRRGx4FKGCwzHAO8AJeJbhdIgrao3kdizn6oJ4vN42WMl6o8+AoIoyPKccVNkLUJGS1W+eYs+rnQ16ucZHmQk09LS+SLEkYyTu8n1o+MNXBlZpEibl77Z1z90yewevch/NfFxyvHY6BBuolmrnVCV6WlPkHu2PVGk7+vvbm0lK3hY2prgoL3vokSecDfRLUdJsidl3xN8Jowu895kQeq4Zqgcq3uMxx96KWdPHi+8+kteM+ioBWMilE3VyIv6HdSDipIxtqoug/oC6MlmqC5mA77yEc+gr333htbtmxBb28vHn/8cdx99904+uijceeddxqeoodGo4Gf/exn2H///XHaaadhyZIlOPbYY30pswceeADVahWnnnoq/9qBBx6IPfbYA2vXrlWOXS6XMT4+7vs3k5AyQbw6TP22iX2rlg95J9gecoprtCL9OEFQUBMUZFZYgMFO73G6QIsbFjXHY+gn6bBixCkOkIvw+M8JCyUtr10yoE6qiy0+GOhJO452QTWuuDiWiG6HQnxvZYLbqAUnwAQVguXsYqogQ4LAhuSEKBqvMfuB6Wqda2/C0mFKx+iIEvlJiTYtTok860a/58I+Pk/ZHG5/fBMA4E8vj8Xy/KF+SWG6nLig1XhhJfLUpLEvnyGMb/Bv6oxPUHSaPg7kTJDemEEmKMg2U7BDW6PpZ0NYbzIAeJ7YK1CoGDFdTUyUp0+SgEXtGK2bDpNogrpcGJ3oDlu7di2uvvpqLFq0CKlUCqlUCscffzyuueYaXHrppabnyLFlyxZMTk7ii1/8Ik4//XT88pe/xDnnnINzzz0Xd911FwBg06ZNyOVyGB4e9v3s0qVLsWnTJuXY11xzDYaGhvi/lStXduzviIN8SO49bGFYLDim0pJR+uCzDY9u6lHCaPZa2jeMgZsllmutTs1xhNH+cmZZZ3Ra3cE9Z0JST9lUcMGZlqRNAH+Pr8Vxg6BacNxCNhXQIsSBinr32Br/tRNTMkO9wSAoKh1UFpggqt/xNEHy6jBArj8QmYCBfIa3Ivlzq0oxScBGUzyyEvmiLB0W49S9sxUErSTPxoSk4ztNkzExehjoxh2WkooLWqEjY4JEBjXluPcUD1Q64RPEHaNlDLWhIKhc19LaUQwW/EzQdEXOdjKonnUaBG0el1sqqFyY9YXR8jSbDsOiYpe8BqrmmCC2JtUbzUSeRp1Goru2Xq/z1hiLFi3Chg0bAAB77rknnn76aXOzE9BoLQpvetObcNlll+GII47Axz/+cfzlX/4lbrjhBq2xr7zySoyNjfF/L730kokpJ4bsRBvHj2OfJf2+z+lCTwMS3q2ZbGBRfjZsA52SaHc8TVAdNaJliPIJAmiJfJBhYie5iXKNnOKi02F+0ajc/4b2+ArTfGSICJEuZCWFgDkuVFoBWSdmAFgx7J/jsCSwiHJnLQnB6RBJXamqw7JEjyLzChJPwKmU45XJF710o4ionkI+YXRrvKlKnZ9Si5JgXAysZWBpjUX9OU84WwoyPVQvtkmx8VH4mSB9TRDdMOgzL1YVUpNR1joE8LR2FPqaoBbD1UoX0XmEpenjoJek1D3/Lb0gaEAInpk9iOogRYMguvZuGfcCYlpZSFFVMPVxUrRhUF1fr2AhuSZI3UBVjwnyNVD1Odl3X0os0ZNw6KGH4k9/+hMA4Nhjj8W1116L3/3ud7j66quxatUqoxOkWLRoETKZDA4++GDf1w866CBeHbZs2TJUKhWMjo76XrN582YsW7ZMOXY+n8fg4KDv30xCRjtHeVwAwT5Vey30BHyplBMok+dNM0MWxcCiy4XRVBPkVXbESbH5xm1tzDKtEU+HlWrKYIbCS4fRIEgePFGWbK+F/tJaClmLD3dcOcMUF6p0EGeChABy2ZDfA0V0xwXCPUnqjSYPpEUmaHS6wn+vGNRRJki24FYlpcHifSi2MwC8kmrVwsgF+Pm0r8SeMURiA1V3zOgNhwU3Qz3ZAFPA0Gw2fUHQlraDIHceekyQd60pccP1glU/E8QOD2HMA9MEJU6HtZ6hZtO7x3gQrKsJynprCHtmw571OGCaoMlyDY1GU9rwmCKdcnhwQQ0TmY4MAG9HJILrbIwLoxWpK41xlewSb6Cq2TtMYpYIzKEg6J/+6Z84K3P11Vdj3bp1eN3rXoef//zn+OpXv2p0ghS5XA7HHHNMgG165plnsOeeewIAjjrqKGSzWfz617/m33/66aexfv16HHfccR2bm2lIzRKZ8C5CLHj26hUAgFftNRJ42LlrdDXIBKkQWHS5dodqglg6rO7bgELHFR5iWRUX7f2jKh2n4Pn3WlAT1CcEK0fvNcI/PnhFeNAr21iiym2joApYVKXqVN8FyIOgMIqcLupsbNpIVpkOS0WkwySBtDi3BZIgiFsExHCMzqY9sfFEyfV2Ytef3i+8RD4kCKJaI+4/JIiji5W6T8MgY4pE0CCI6+8kQVCl1sD/e3Qj1yapQFNXlKXNCUyPqKUL87XiTJBmOgzw1qY4afo4oEzQtCIgbxcsjdpouoesOAcpWUp5lFQUbp+Uv2+qtTQbwc6GIax6V6ecXSVmjzJGjYKUCSJMcjfqghIdYU877TT+8b777ounnnoKO3bswIIFC5QplbiYnJzEc889xz9ft24dHn74YYyMjGCPPfbARz/6UbztbW/DCSecgJNPPhm/+MUv8D//8z9ckD00NIQLL7wQl19+OUZGRjA4OIhLLrkExx133KypDAOCYmR6io+ykv+nNx6E/Zf24+zVuwW+10NOWwBNZajfNxUT1C/zCap4fj6ZlBN64syTPkTNZlOqNaI+QfGqw1hO251rs9kkhob+n9trYS8uPnlfvLyziOP3XawcE3DfjwnIhdFJT6uqE7vK0E1kVxbINEEh1Ds1gGP30DDpoaZK7zmOg0zKQa3RlJ4Qy5I0wAoSsA0WMtIULmftavKFcVoIXgcKbjn/2HTVF1TR+8E7dasZGNpni2uNBCaIskCAX4ukAj+kUE2QRJfzvd+vwxd+/hRet98i3HzhscrxagrWhm7SzWYzEOSHicNl5ovtIJt2eFVduVoHerJG2mYApLiiEi/1HQf5TIq7qE/E1BXms2lMVfyHudFpL/BhLXzEdbgqpIUZdITR9Gcygeqw5PqdqBRb4uow7kjvXZtUyls/5gQTVK1Wccopp+DZZ5/1fX1kZEQ7AAKA+++/H2vWrMGaNWsAuP3K1qxZg6uuugoAcM455+CGG27Atddei8MOOwzf/va3ceutt+L4470S1i9/+cv4y7/8S5x33nk44YQTsGzZMvzkJz/RntuuhMgE0Y0yqhJpyWABF//FfthDkuIRDRPjMUFME9RKW5WDCxTXBBFRY1RwQFN+biDUGkvSQHWiVI1XHcY0Qa3rRccVF1THcXDFaQfgK29fE1neKzsd8l5bSTVBSmG0nAlKpxy8br9FAFyWT/a8hfY542ZuXnDKmJBtk2W+mMqYLZVWoNlsSkWWlAlaotBbRW0O4nWgrtHsHkynHN/zIOrXZPBrjYL+Q4D/5A8EgyIZpJogCRvz/z3wMgDgnme3KZtRA17AojLfA9znV0wjh6XDdIXRjuME1qZqLXoNiYM+sjYVDQmjHcfxVRbGWZvYPcTuv2azGfCWktkqqNZSnS7qNMARmTbWQzJZiw92HwhMEE+HJQtWPEd6RequCw0T22aCstksHnnkkU7MBQBw0kknhS4MAHDBBRfgggsuUH6/UCjgG9/4Br7xjW+Ynt4uA2+b0bppaCpDZ7GhZahAPKMzkQkSNQjux94prhiDsQH85o20BJkGFYxtqtabGG3l5eMwQewhp+XDOtR6eDrMrDBa1oSQ4dNnH4L/+P2LeNer95SOKdNE8XElpzRmEMmasgJyjVM2lUIJjcCps95o8iAzT4zt9lwYrbeKaqAq6guGejyRq1c5lvYFg3F6PxWJpm0gLhMkqR4TIQuCWDUSBU1xj5fUvcVU5ew06KvUGoGCgjDXY8+BOvkaUsi6Pb5YgGdKGM0ON1OVusfYaDJBgMsgbp+qYKJEtUbqrU9sNE0tFBgLNlGq+ipKm81mR6rDaNFAIB2mod9Rts3g6bCkZonBNQZwr8l0tTsNExM9Ce9617tw0003mZ6LBYGnw/GbD6ac5Kc4gDZRbQmjY+TzRU0QrUZh4EZn5Xos7Y77Mx4TRFsg0HJzt+LF/Xhzq0IjXhDkD9iSlrEzhHfuNs0EqbVf+yzux2fedCj2WzogHTMfgwmipzSmCdo45gp/85mUNMhW6Q/oosZOpgBw1J4L+McHLJPPVWTtKGp1L+CSOVEz5kbs9xZnw6FaI7HBJkMwHRatCSqTZ6knhAmaIgG/SmQLeEyQ+LzTZ7VSCzJBYcyDasx2UBCYElOaII8JqiltLZJgkATPfNyQtUk8KDIWKJt2uLeYqBGjh4EAY6MhYGbX1nHUadEkrA0LhlUd75OXyMuZoKgDz0wi0R1Wq9Xwne98B3fccQeOOuoo9PX5LcSvu+46I5Obz6ClqID/FK+TdmSLSklgguJUcZUDTFDQJ6hSb/ANKuy0BXgMSrHiMUG9QnuFVMpBfy6DiXING1psxWBIV+4sOck0Gk3tCi4G8RoABkvklemw9scNCwJkp7RhQVcka3QKqI3ZqJ6HnlR3X9CLtx69O+5btwNvOUruuRW2OdCv5QUR92jR60kmzjdOEFQkVWWqEvmxab/4NZYmiD9LaRSyrXSsoAlqNJq+SqNtkxWsUsjR2IYhbn6pVgVTte6yD+KhJKxCUNcsEfCn6uO03YkLdkAbm67yeeoKowHvHvFpgkIOLr1Zv/s985Ua7s1hsCeLDWOlQDUhfS5U6ctq3V2T2jmMVRUpUcA7mCQJrioKHRcLjt2grtn2XiPrIk9/j0r/N5NItDM89thjOPLIIwG4lVkUJnRBFt5GVa27BlNM6BnXRl6FHiJgBsjCHcoEeRtLo9EkJ0/CBJGAiJnMRabDJBoAWVPQ/oIbBDF/DlkLBgafJ0Wj4dHfmoupLGCJq31SjhlVHRYhgA8bU54OC95DrMUFg6zHF0CcZIWqkQo5qYrswrVvXh26kIZWsklE3IOECWJBkHgvhKWCGKjTNGOSREdo2k5lx1Slbcdodk+ITNDodBX0kB0WXIWxNvmM26W+XG342ou430vxn6dtXgCiCdJIXeVJGps+D7ol8iydt41UX+mWyAPwid9ZBWohZFxxjWT3wnBPlvSw898P9BlWdZEH3DUpn4r/N/G0leQe4MaGOukwhQs14O49uUx794nKJDcsMJ9pJAqCfvvb35qeh4UASieWa3VyitcMghj70kaJPP3eeMnrwE2ZoGzaTaNUag2+iEUFQVykXa37xKoiBgoZbBzzPldpKAB/MFere74gdK5J0BFNUIJ0WBTCys5LEg+PgYKbbmTvqay9BaBmgqjpmizYCTsUhdnpl/ki7Ym4PU+jKj+JM2GzOGZYEMQ2t/58xrNgUKTDlg8VsGOqEsvvhwZBjYa8OmzHlD/9NVFWB0Fhxoa5TAoou9e/qGCCAPf7viCI9w7T0QR56TBfOlRTE8SCFWYdkEk52mJrwM8E8fsm5CBF1yXA8wha0JsjY/nfN/oMR6Uvo6p7Kdj7JQswo3y2wqDsR0Y9wRoN5NpUzEQyQV0YBCW+w+655x68613vwmte8xq88sorAICbb74Z9957r7HJzWfkBT+OOA1J4yBQHRZDGE0DL7ZAOU6QXWEsztZWg8+o4IAaN8qM7xgW9vlLw8WNjyLrO8k0YlWUxYGsuiGu9kkFpWO0ondYrDFD0kFlSdVZKuX4gkrZ9QfUmqA4ZpvKuYYsjF4PIu8aDEmYIFETFEd/we613nyGWzCIwQirDmNVblNxmCDaNoPr3fzzED1mxOCLIowJoszklFCoQN8LsUrOjCbI0/LR9y6rEVgBwdSsiVQY4AU8o8UKJlhD35A1RGw0zTRBw71ZX0BFQXVRYuAvBkHtoFKTV3HRr1UT6HeU/cg0PH2azWbAkZ5hzgVBt956K0477TT09PTgwQcfRLnsbnpjY2P4whe+YHSC8xWic2mcXlxxID7gMrdfEfQh5g0xWxb9FCw9FjcdRvsr8RSbhLER+3qFaYLSKYe765ZrDc54hQkh40BWdRTHtygMUUxQoiAoVBjdGlcIpGn7DVlnekDtSaLTQZyzVrKATdKAl/c5K1Z5tZZaEyRnbiq1Bn8P+3PRwmjmd1SsxGeC8pkUFw+LDBLVAwHgm7IMLM0h0+/QTvJi+5BMOsV/RgwGzWiCWr+72vAxCjqFB0CQ4TWRCgO8QHnjWIkznmFMEDsIsPd8dIoyQfJqwrDngPnkAO2ng7zgKnhtGTuURBit0gT5mKC250oqRYW1S4e16jQS7aif+9zncMMNN+DGG29ENuvdTK997Wvx4IMPGpvcfAdtVliuJd9sKETRH9sswk7yjuO129jWYnlkaSu2CMfWBJEgqBiSDqMmgY7jbl5hoP5DRYmnURJ0tEReNEvkmqAE7EqbmiDA7+a8aEAeBKl8gmjaql1kQxZGWdAvZ4KEICiiszZNT/Xm01wDJQYjPB3GmKBKLdK6Q6oJEoIgxkIxhDFBKrNEwG+IyMakzInq3jKhCaIeSEzoqiuKZuPSv0El0m8XjPV5udUEl1oYyOA1cnXfG84E9WX5WCITFGU66/XJa49dCUuHMZ1QksCipmCCHMdLP7dbIVaSONLzufL7sfuE0Ynu3KeffhonnHBC4OtDQ0OBnl0WycGi6XKt7jtl6qCXlKEC8Zgg+nNbWkGQTDsiCht7suGLGGOOpit1aT8yBsoEDRaykSfOAr9uNB02e4TRKsfopPNkUDFB1Nhwcb/c2FAlwtTpIB4asLH7nVwD3ux1ukKYIFEYHV4dxgLXTMpBNp0iZpxqTRDgaqaimqFSfR29BymKQlAUJrj2NEFqJqhSa/g0Tgx57jPm/30eE6SjCfICPFawoZNeo6ApsTDGN8mY63cU3XFDWCAgaCMyWoxmglQNSRm8Zz2aUfSNW1OnL72DSfJ0mEz4nEkYXLHUq+OYtQnoNBI9CcuWLfO1tmC49957O9pAdb7Bcy41pwlS9Q6LOsmzNNWWCddPRsbYsEV4c6vZZE8u/PZi35+u1vkm1J8PLlCL+j12YllIt3cG6mNiynRNFrBoa4L46bADJfJtMEG7kyBIxQSpqsN4EK2jCZKcDsuSQoAh0ucsaYm8pzVyX8c2RLUw2rs21HhTBlppSXUzFNPCGGLwRVFXuPoC/r9zkmic+PcVqUbWQFVWbRQXBdLuRid1KwNNiUUFK3HBAnumZwzTAwFB3eRojOqwqNYhcRr7ysCZIFnbGa12HOr5ZhUHHoZfPr4J1/y/JwP3Nn22RKlEVrHWdQMS8Y0XXXQRPvKRj+A73/kOHMfBhg0bsHbtWlxxxRX45Cc/aXqO8xa0CkO1gbUL0QgsbpqN5cm3tAwLByRBEHMfZgt7lDdPwSeMZkFQcDHdjWzSS4diBEHEx6QoKedPAlnVkbZPUJsNVNsaUxZYKJigPRd6Pl+rFvVLx1WdOuP4TKmQDQvYJOkwdqIfL9UwVpRX+USV4oosGwvcp6t1Xzk5E0aP9GXRk027KdtKHQtD/h4vNZjihwpRE8SeO1aRFxYEhTU7pZuqxwSRdJiiSs6EJihPAjyPsdNPhwGdYYICmsJIJohJBlg6zPMJYvfVZFmuCVIx9Uldo8OY1qhgJQzs75AKrkOaqE6Va7j4hw+hUmtg2WAB733t3vx73jMbXA+7WROUaGf4+Mc/jkajgVNOOQXFYhEnnHAC8vk8rrjiClxyySWm5zhvQSl1mVA0CWhFFhA/ndEjpMNkJediQ8+wUnbAC0zKtQanl2VptkNWDPGPVS0YKPJUE6QpXmbItVpCyByjE6fDFKdDWSl7XITRziVFIH3aIUtx3a+eRl8+gzV7DIeOG2SCkqfDwvoJydNh3v308k43taHSBMVlgiijOVmuYbg3h0ajye/HwZ4s+vJpn3hfBa6vy6QC/acY2HO3dKCATeOlwGZKEaoJynr3I692I4G+Ki1YD0mxxQU9ZHj6NTNMEBXmD0UwNnEhBkGUWZaBFVFwYXQrIF7Qm+X3gKjtiqqyjbovVahwzZVEGM0CiwQd3+Olw4LB1UPrR/nfcP+LO31BkMcKmmWtOo1Ed5njOPjEJz6Bj370o3juuecwOTmJgw8+GP398lOkRTLQhdR0OkzsHRaXCWKpLlnaalioLIo6yVEGhZUOy9JsQ71ZvO3olfjN01tw/rHynlkU9LoVy4aCoBBhdFImSBYEVOsNvlHpMUFB7YFKa7SwP4/ff/wU38+LUC2MOn2jwoTRYrDivj6Fvpzb4XtDq82HaJ8QVnFGx2XXgAUs5ZrbZXy4N4eJUo1XuQz1ZFvBRSWw8YmoEDaABgrUMJI9d4sH8q0gKEaJvOTaUmG013KGpMMywaAdoBVnOpqg1vNVq2vZOchA9Wk0FamD4Z4s72IOBIMiEWI6jPsE9eX4+yi+b/w5UJgLhnlihSEsHZYJSSdHjhuSDgvrSfbUpnH+8TObJ3zfC2WCOEPbfcJorVA7l8vhoIMOAmCdojsBygTppB0ouBhZ6PuTjzjJ9woeQLK0lcgEDUZUd9ANzhtX/jP//ObDY9u4e4u0VyKv6xMkE/GWNJkgWnbP/jbKHBgXRodUnUXdVyphtM59mZdcUwZV0L+wP4+plsDV/dwfeEeVyMsYpoFCFuXJMt/YmB6oJ5tGPpMmKeSYmqBMSjA7bfhaxACuEzUQLrauhWiC2JymyqRhMXkm88p0GEuDmGCC6lLtlg72WuSlZpfHSH3HQSrlYFG/G3QCwOL+iCAo7zVyrTeanmN0b5bfq2IQFOWXlVQYHZoOU+j04iBMyJ0JYZhYj0EAWLdtCuVaPdBbcrYxQYnv3JtuugmHHnooCoUCCoUCDj30UHz72982Obd5Dz8TZMYnSFzQ45gl0p/jPkGSAEf0mIlKh6VSXun91snwIAiIH2jTRXpaaC6ZFLL0gilhdLPpnfpLvnYROoFFiNg4wXyzCp1Ax9JhitTdMmFjHOnz33Nhfz8gZ5hEAzy26bH7V2RPZajVG7wdRi7tL8GmhoXTVfd3LGzNW3SUpggzNmT38zbSgJU+OyoNipF0GAuwqg3jTNBBpNnuobsNhbyyPey1yEujL4rNBLkO04wVHO7JYSAvF9JHVoclTId5AmZZOixZYNFsNmNpjeqSEnna8LfWaOKlHdP887B7wesd1n1BUKLj8VVXXYXrrrsOl1xyCY477jgAwNq1a3HZZZdh/fr1uPrqq41Ocr6CM0EdSIeJjtGRJfJCcCJLW4mOr3GEjT05V2/BKjfCgqC4KGS862ZOExTU2ngd6vWCIDZuJp0KrbCIg7DAQuXmGgfcnVZRIp+kOsxbxNUibnGulB0YyGcC1z6+MNobl91zTJ8zOs2EsO79q6r0ohB7R2VbhoX1RhPT1TqG4I4VZIJCAqsQETNjdNnhIeX4r1VewTyEia3jQsYEJUndynDUngvwkVP2Q8pxsN8Sc/KKA5YO4A8v7AAA7EUKAWToIawd8wjqy6WRy6S4FnK66rJEaaGcXLWOxmnnIgMbV9Y6RdXKJgq0470suAorkWeHYP75ZBn7tt6nMFZwzgmjr7/+etx44414xzvewb929tln4/DDD8cll1xigyBD8AmjNfpJUYh9ccoRDy+D6N8j+rMAQSZoROE+LM5nxxT5PSaCoKy34JjuIs+Ci0ajyRe0xI7Rgp1+b87Lq2v3IwtpSpqECVK1zajE9JmSgYq4xVSnKuinTJDsRJ8jp1i6STHI7AdUTNCgwASJLSgoaNDJrkUhk8JUpe4LdHgQ1ErjhfUk46kryUblMUEtLZ3g4J4nbI1vTCOaIM8sUdbeRAeO4+Cy1+9vZCyKI/dcgH9f+2dkUg4O3z2cYaKaIFoZBvgZ8MlyjbOFTJejOgyEHU7CEJZmyyqeycgxQzre06/JgqttQtsX+nkcJmjOaIKq1SqOPvrowNePOuoo1GrRPXYs4qEj6bCWgWG17lKiZcmmIIOoqZEFOLst8ISMKSfIDMkw3JvlTq6AISbIVx1m1jGabc7UHTWpJiiTTiHlAI2mtziGVVi0M88wJiiJE7WqbUbcdKoMNHCqNZq+U6kXDPrHpXYJK0eClYI+dq3WCLw3JQnDxF2jW0EQqwZiGxwVAqvAroPjeCfpnpaIm/4cY2AXEiZIpXULC1h6BI2eeHhQBcNmNUEN73oaYoI6hb88fAW2TpSxz+L+QAGHiD6uCaphJ2uZ0efeC/lMGtm0g2q9iSkSBMU1S2xfGK1OX4YFK2HwN71tL7hi6bA9RnqxfkfRl44Na/KdDVmXZhqJ7ty//uu/xvXXXx/4+re+9S2cf/752pOycOErRTWcDgPcU2ncTVcUQotaDMBb2AF3Y4+TzhF1Qya8Qfw+QYYdo1sLA9Vy6JQHi9VM2kxQrBL55EyQSGdrOUYLzW4pvAXVP1dql7BnjCBIhCzo553kBWE066nG3t8w/U6ZnNjZfZ8nbW8YWFDOWNNGU526Y5oMmbFhn9inT3g+RbEqg5m2GeRwZtgssVNIpxy873WrcPKBSyJfy5jBRhPYMOoe0CjL7aVPvQM/PwxE+gS16RgdR8DcJhNU8wVB7QVXjBljqUqqESqHrC/dLIxOfOy+6aab8Mtf/hKvfvWrAQD33Xcf1q9fj3e/+924/PLL+euuu+46/VnOU1Dre1PVYdm042kVCFUftZGLpciyIMhxHByyYhCPbxjHSQcsjjWf4R5vnJQTLaaOA8qgeSaMptJh7vWaJtodncaRuVZ5NlvseFCaMLBivh9h3juJmCBV2wwds0SyALN0IIOK+TxkxSCGerIYm67iNfsErQspw1Gu1wH47yeZYaToGj0uCKPz2WAwI6IiSSuzYIEGT5wJIlVtpUpDergJ0wQFmCCBqZUFw81mk2iC9NNh09W6ls6sW9GT9dieF7e7lYiUPerLZ7CzWPUFQbSRrAx5xeGkXKvjH3/yGAZ7MvjkGw8OrCVhpexhgUWj0cQHv/8ANo2X8L33vsq3XlOxteygGnbgYT+7R8uvbasvHaZeu+acJuixxx7DkUceCQB4/vnnAQCLFi3CokWL8Nhjj/HX2bJ5PeR9DVTNLDaO46A3m8ZEuYZipRa7ukMsRZYFQQDwxXMPx/V3PYfLTo2X16fMz3BvTsvJliFPNAtsodJtxiimmXT7hjHkMylMwFscdNyiAc/UUe69o6EJYmJJoTqMb/4JmIV0yuHOyYHNQaGBK2TT+MnfvgbPb5nE6w9eGhjTcRzkMim3W3yITUBeIoyeaBkksnQYS+f2kPtJBVlvv4Lk55hlw2DB866hwmmKegxNkOpzmRCXVvvopMPY9SqWZw8T1A4cx8FQTxbbJitYt80VLI6Q1D5ngkrBIKhdx+hfPr4Ztz74MgDg9QctxWv2XeT7flhw5VVsBhmbh18exS+f2AwAuPGeF/APpx8oGTNcvyRWglL92soFbhC0zccEqVOj3dw7LNHO8Nvf/tb0PCwkKBAmKCzf2i56ciwIIuNGbLpiJ3eV3uew3Yfwf84/KvZcKPMj+gwlBbtuY9M1fnIxxgSxdBjrSaa5+Iuls6o0UNvzlDJByTVBSp8gjXSY4zjIpV0mTKTew9K/+yzuxz6L1ZVD+bQbBIVVncnSYRNleYm8jNERQfuGMdDqTgaanu1pHUZU4uhqXc0EicyPqAnyfIK8selmqZMO6yPpIE9nNneCIMA9nG2brOBFFgQRJpytJVOydFibwug/vLCdf/zExnFJEBRtaig78Px5u1dt8sd1O3zf81pmyO8Br5zd//wwX7SUA6wYdgsUaBA0HZJVSKqJ2hWYOxzmHESBMEFeI1B94TA7NZaq8as7KBO0uD+faNOTgQZTKnapXbDrtm3Ce0DFTaNdiMEK2xALhp2oVa0t4oKeDhvCCVHn1K4SS/KqmITBuddENZgmAJIF/aHicIlhpHiyF6vDvCrN6BJ5eh16hDRavdHkc+rNZfi9oyqTr4ekrkQGUjQmlV0DXxCkkQ7rJ8JhtjF2uzC6XbAA+AUWBJH1TwyaAa/qKbqLvP+ZfHbLJP94PTEBZfBK5NvT7mwY9UwN2d8gjql6ZlXtOKgvGgsKGWsKkF6KksbZc84nCABKpRIeeeQRbNmyBQ3hYp199tnaE7PwFhbX9E99g7ULr0FgfGH00gGvNNnkgkd9X6hlvg7YprWNGDDq6HYASTpM0yiRQTwh6prPid5DhRQx7asl37D4qVOsDmv50CQNirOZFFCWaSWSM59xgiC/Y7RQHcYdgt2NTwxmZJBpo6iAGPA7Tvfm0h7DpAiCwjx9xPSXqKXjwmiaDqubYYJYENRsAjtaQtkk7GI3Q7yetOijLwETpLonXyGVsbRKliHMhyusiosJugFgx1QFlVrDY2Nq4QFbRhGw8DUvl+aH19Gipwkqh7CCubkmjP7FL36Bd7/73di2bVvge47joN6mNbiFHAWykHmbrjkmqFipx65GSqUcnHrQUtzx5Ga8+ciV2nNgoMZle0iqfZKAbS7bYrhQx0UwbWUmCOLaDVEYbSoIIuPoiK5VPkG6TBBbyMXNQYe1CmtRIAuuBoTqMLaws/SsGMzIIPPbyhMBMeCxh07L2JAHV4o0G9MEpaWaIP89PSSUfcs2XXqy1yuR96wd2DM2lzRBQDAIotVhAxJNELvXVIdJT6hO0pP1Bm/lAfhTSwyM5ZExd2FM0A7B1HDrZJnbS1RD+pHRuYrjThNzWFY5OTZdRaPRRCrl+L4fmCsr2OjCICjRynXJJZfgLW95CzZu3IhGo+H7ZwMgc5AxQbp+N3SM6Wqtrc3mS29Zje++5xh8+OR9tOfAsM+Sfv7QqTqYtwsW9DC3V1mLj3YhaoKMld5n/KeusP5escYTDBgpdJgg79RpzjHaHVd+QtSpOmJzkbnzyswSWTNgLwhiJfLuxicGMzJINUFCiTw37sym4They5goTVASJkgWBNVJtZlO0YrjOPwZ2zzOSvTNdHzvFgSYoP4gEzRJmL1yhJZP9n5sGi/5xOpbJ2RBkDp1FVYiT9NU4thVzlrJ7wFVEQRlv1mquNH00oL8kCVZE5OaRe4KJLpzN2/ejMsvvxxLlwarMyzMgS+ipFO07qYLeBvAZLnON/U4m+5QbzaWz0Y76M9n8O8XvArrtk3hpP3NjC26WRthgoRqG1PpMLGUOa55pQqO4/DyXnEDZJtqEtG1Kh1WDqleiQOVYFKvz1lYOkzNBE2Uqu6Bo/UeDPX6NUGhbTNipcNY4JzxjasKgrygJfhsipv0cCAdFhRGs83SRAVmfz6D8VIttKHybIZoCbJkICiMpkxQVPpW1jtsc4sFYpYl2ybLAePM8OowVsUVZIJYSpdhC2GcwsTWgOd1FBBGk3RYIesK+6erdYwVqxjqyYaasXazT1Ci49ub3/xm3HnnnYanYiGCVpeY2nQB7xQ5SijTmaSzj9tnId557B7auh0GsRxetzweUAujTTFBbFxZb6u2x5QsOHQzTDK2WhjdWqQ1mSsla2VYEyRL/1LHaOYRlHK8tEccTZAXBHnjiqX1rHkqe/7EPn4iamFmifmMby0QqzXDmCDZeO1CZFdNFGx0E3Yn7vf9+Ywv6JRVh7H7Kqp3GA32GVuzb6vSsVr3OtYzhDFBYcH+WCuly4I32t4iskRe0Z1+uuLPGnBdUKvXXlg6TJVi6wYkunO//vWv4y1veQvuueceHHbYYchm/Q/gpZdeamRy8x15IpxkC7AJJogtwjuK3REEmYYY9JhggvIkHdZsNo1pgsTu9LJ0TbvItXpW0cWROgcnYoIUi1in0mFGhNEhXkmy3mHlWgNbWszGcG+OB+VxNEEVyXXwDjFCOowFQTxIkgdXYZogAFg0kONdvMUgKC8wl0B4yX27EEvydasvuw20Jctuwz0+dkZ0GAdiMEGS94MFPEsG89g0XsLYdBVbJ8o+Y8ZKiIg5owhWAI8J2mthH7ZMlH3BVSWCvVV5+ogH8aGeLDaOlXgwx+5j2ZrYzUxQojv3hz/8IX75y1+iUCjgzjvv9N0gjuPYIMgQWDqM5ndNaIKYuJr1xWEu0nMFYjrMhAs1W8SaTfeErttBnkFccHSF0XRMuuAyNiLpe61acGWl4e3NVS6Y1GkTk8+oF1zPEiJYIg8AL+9sOQSTe6addFhekg5jJ2RRR8adzSOYIJWIeWFfngdBSwcLvu+JwTVAmCAD9hbiwUJs2zHbsddCLwjae5G/6zz1SWKISt/KHLzZuj7Yk8XigTwPgvZbOsBfE8basGdO1OmVa3V+r+25sBf/++IOztbQ10dVh4njigc/jwlqBUFhwmjFc94NSPQ0fOITn8BnPvMZjI2N4cUXX8S6dev4vxdeeMH0HOct+loLC43iTZiSsUCKCYfnmtGZyASZ8B+im3y13uhAOw5/ibyOKWZOEgRECTejoG6bobexyuYKUG1UcmG0LE1QqQWDzEzaq9RiZcpDhFkRBc4yyDVBQjpMYILYe6HaGKI6vtPgaMmAGAQFxzatCaKYa0zQksECjtlrAQDgr9as8H1vQBYERTy3XgNRL+ClPeoWtYTXW4UKsTBNEHv/xftnjKR0d285O4+TPSTKJ0jV4oJqgtx5u3NmqTd2n8tsXFTPeTcg0Z1bqVTwtre9DSkNwy2LaIjNRAtZvT5VDD08CHJv3iTi025GNp1CIZvim9bC/nzET0RDrLqaLLsPvJgWSDquxwQlb3LKx5SwADrpJUBdiSJLA7UDdXVYcmF0LLNEIbjqL2QwXa3jpR1BJogt6qFtMyTXIS8wSJwJajGxshQJRT2CCTp+v0W4/887sdtwT2BD42OTwK2TTFDfHGOCAOB7730VNo5NY98lA76vez5B3v2QRBhNncmZEHunUNoe7hMkP5iMFb1xF/QxPx9ZOiycCQorkQcIE8TSYSHGuyoX6m5Aoqfhb/7mb/CjH/3I9FwsBIiMhqnTFjuJbm+J5XREuN0KmgJbaIAJyqRdbxTAXcg8Jsi0Y3T8aj3lmBLqXVdrxKrDxEqUqO7ZUZBtDs1mU5peij1mSHBRUqTZ2On+mc2ugy9NL3k9/EJ8giRMkCioZhWevUI6TOVEXQvpHQYA7z5uL7z5qN3x+XMODXxP3jbDHBMksqtzTRgNuMGOGAABfiE9Q1T61kvRUmG0u/4O92YDhp0MYU7UqgMEdTwfIn4+DNyFOqptRpQmqBUEsYxCqDB6rjFB9Xod1157LW6//XYcfvjhAWG07RxvBvlM2sdoiMxQUrBF2KSZYLdh+VAP9zARm78mRS6TajWzbWCKb2iG02EC5WxiTECfCVJWh2mWyHuaKG9zoMGLjk+QLM1UlmiCAO/A8dSmcQD+6qACCWbEEmaGOCXyYjosjLECopmgkb4c/vUtq6XfkzlGM8ZAxy2aYbFQMj6XNIVRCOsdpvLgkr3XXjosh4GCu1aNl4TqsJBDRoa0yKH35VTrPqNVbZQJiqroVD3rnmN0is+b/h1cGB3mEzRXgqBHH30Ua9asAQBf13jAdo43jaGeLEpV9wExFQR5vZDcG1I3pdONWD5UwMMvuR+bcqLOpd0gqEI0QdrpsIAmiDFBGkGQ5CSnm2aLqg5LGlyJZpGAGAQl8AkKCS64L5ZwHVjFDzvV0uogypSWaw3pSVcaBAkMUlEIcKPSYbUQn6AosM1Y1jtMxy2agTZUNtXzb7aA3SvT1Tpq9QYy6VSkJkhWsThKGJvBVjGHyATF8QkC3PeWvabI1qZchlea+Zmglst7RLNX8VlXCaPHpitokL54cp8guTN8N8B2ke9yDBaynNEQmyQmhchezMUgaI+F/hJXE3A9YGqtdJh32tIa07BZojvP4OaqzQSpqsMieiZFjhviaeQ4yRgmlTCaGkaKGhrxfZQxQYC7EUiDoJZTvqxEnjG5SmG0KggKcYyOgsw1uxbSkLVdUCbIFNM6W0D1T1OVOoZ6UpHpMJmnD2eCQtJhcXqHsdex38GYoN58WpoOixRxq9JhoiaIsEwlnw9ZmE9Q9wVBiZ+Ge+65B+9617vwmte8Bq+88goA4Oabb8a9995rbHIWfvbHRKk3ECyzn2turwDw3tfsjWP3HsEn//JgzmLogpYdT3ImyJBjdMAnSL86zJ8O06s6U5XNRnXPjkIuEzwhlkmPsyTMsqpEvuJjmPzzZdQ+w8oFXhCdTad4IKKqEAtNh9X8DVTZISQqHRalCQoDY4J8mqCQjuTtggZB1E15PiCfSfPnlq0DZYkTOYUsKGUCZjcIctf2QDos5PmiwSxlbdh91pfL8EBlslzjz0PUgUhVBDEtMJlDpESePhfyEnn3dzWa8LUK6QYkWrluvfVWnHbaaejp6cGDDz6IctllKsbGxvCFL3zB6ATnOyj7YyodNij46My18lYAWDZUwI8+cBwuPH5vY2NS80qmCTJWIt9acKYNMEEyOlvXf4gvjAITFFVuGwU5ExSur4iCKrigAYG4AVDmsC+X9m3yQHSLC7lPkKo6LJ4wOkoTFAbGSFTrTTRa45hMh9HGx6JH0XwAS4lNlWtoNpux02HsPm82mzwdNtST5Wv7eEAYrWZaRSaIgbHUvbm0b89gbJCnXwr3NBKLIKaZYW/r51hT2dFilT8XuXRKqg+j+qNuY4MSrTKf+9zncMMNN+DGG2/0iaJf+9rX4sEHHzQ2OQtgAcm3L+g1EwSxskmGuZgO6wRYwFOs1DqnCeLBSnImSLa56jJBWVYdJjJBksahbY0rEUbLDA3bgUoYzeaaTjkBdpBu6nsv7gswUFGu0TLTyKh0WDQTpKEJIvNgc/PSa/rMaC6TwgdOXIWVIz14z2v20h5vtoExwBOlGmqNJli8EFUdxt7rqUqdB7muMNrrX0fhHTKCgYXjOJ6JqYwJagnW2dgsCIrLBIn3Zaki1wSNFiskVRbOhAHdJ45OtII//fTTOOGEEwJfHxoawujoqO6cLAh2J7T88iEz2hZRyGiKYZrr4CaTU1XOspgPgtReG3EhqwzSaUgKUIpcLow2aZao4xZNxxQFx+WQgO2IPYb5x6t3Hw58P8o1WtpFnjCHgNoxWimM1tEEkQ2uXHXF3DrpNRmuPOMgXHnGQUbGmm3oz2cBTGOqXPML+aOqw1r3OSuPz7U8zVigMj4taIIiNHeZtINao+l7fliKjq1XQz1ZTJRqJAiKpwkKMkGtQEcwS6w1mtgy4TZoVTHjPtaqy8TRiVauZcuW4bnnngt8/d5778WqVau0J2XhgQo0TQl8e3MZX8RuwkdnPoA94JsnvI7MfZptTGjpqEur66Wt3J8NshZhHZ7jzTMojG40mnyh1E2HmdQvRaXDZBvVbsM9+MI5h+F1+y3CRa8LrmEiqyOiLNms2M9Uag00Gk1eHcY0QbLWFhQeE5SszQn7MfZ3eyXyZjRy8xlMRzlZrvFiBiC64qreaKLe8BqlDvVm4TgOqQ6LrwmiX6dBUFEwchXF0exApHpms1GaoNZ9Xcim+BivtJzWexVBkOM4ZNw5oAm66KKL8JGPfAT33XcfHMfBhg0bcMstt+CKK67Ahz70IdNznNc4Zq8RpBz34Vq9ctjYuCOkSd98K3FNCrZ5bWlV6xWyKe0NhW6E9ESplw4LbtgeE5RQGC1Jh1FaO6lPkMyiX1cTpOquHZUGeOexe+DmC4/FXkKvKCBGOiykbQb73dMBs8QgY0dR12BuHMcJjK+jMbLwo5+0zqAMo8rRn95z5VrdE0W3AhQWBJVrDR60NpvNSHdnGWszVQkyQYDXOiNuJZvKMZoFQY7j8PlvGHUPhmHMeLc2UU3E5X/84x9Ho9HAKaecgmKxiBNOOAH5fB5XXHEFLrnkEtNznNfYe1Efbnnfq5HPpowGKyP9OWwYc29cywTFA3vAt06YM5mkpaN0gzXBBFFNkMcE6abDvAWs6guCdDVBkoBNMx2masqahLUSPX9ESDVB5ONStR5Ih8XVBCXV8OSzKUxX6/zvZqJ2GwTpgzdRLdUig2vA31m9WKn7RNGAJ7QGXJ1Rvj/tC2zUHd+D+h12n7GClwATFMG0svstqncY4OqCtkyU8cposfU71c+s+6zXu04TlOjpeumll3DllVdix44deOyxx/CHP/wBW7duxdVXX43169ebnuO8x3H7LMSReywwOuYyUtGxZB5WdyQBo8A3j0efeuKCboSMuUmnHK3+TrLUjS4TJDtx0pNiUmG0pwmijtF6NgGqEnmd4Iot/Kr+YTImKJNO8U1qulqX+ATFqw5L6sbslWXXfeOZ0gTNZwyQ6rAot2gASKUc/r4Xy3WfRxDgvsdiO444hwxZOxtWtNGb9zNBjH2KYlqZCDsqHQZ4uiDGBIU56KsY2plGolV87733xsaNG7FkyRIcfPDB/Ovbt2/H3nvvjXpd3WPHojtAq2FMOSrPdbAHfBMLggxYC1ARL/cI0ugbBpDNlbAWumJjxh7UiUU/7UGUtLGv11jRIBOkTIcl1xqxn4nyCcoLm1Uhk0a1XkOJ2Cr0xfUJ0hBGA9QrqMUEGawOm+9g76GbDotXzNCby6BYqWOyXONtLIaIP9VAIYPJco3rgmizUXU6LNjiQsUEjcZMh8lS381mkwdBNHhiQdwro64mKMxzTtWdfqaR6GloNuXCpsnJSRQKllWYDTj3yN2xoDeLd7xqj8Si1vkGdlLb0Hrghw1YFtBybp6y0kiF0Z/3V4fpsStU+8Q2U123aEBezt4pYbROU9Yod2dZOgzwqvGKlToPoBiDGN02w2MGk0Ccc92mw4yBpa8myzXO8EXdV6ysvlip+TrIM4gVYnE0d7J0sqgJGgykw8KfA2mKutYA2/Z9TBALgiKE0YDnFdRtQVBbR9nLL78cgCuIuuqqq9Db6zEI9Xod9913H4444gijE7ToDA5eMYgH/un1iU/w8xFs82LMs4kgKCtJh+kHQUERry4TRBfhWqOBHFJEtJn8HspKqHfdFh+RJfIanemVQZBibPZe7Jiq8K/FbZvB0ldJg0yxBL9qsIHqfAcVRos94VRgTPJUpY6xaa+DPINYIcYOA7lMSumcLnNyF6vDvB5frDrMG1cGGbuk0iuy3mRsLQjTSXrpsO6qDmsrCHrooYcAuEzQo48+ilzOo/JyuRxWr16NK664wuwMLToGGwC1B7FFxlCPvqCcpm5MtMwASHUYFUbrMkESi37PyE3f3Vre8V4zHaYQRicZN6wzPaAOgtipmQVB6ZTDgxMerCnG1CmR941f9WuCkpgvWvhBO8lPC+knFfq4Joimw4JMENMEcbuMkKA9J7GuUFWHBRyj26gOY6mwbNqvVxRbOYVdg27tH9ZWEMQap773ve/Fv/3bv2FwcLAjk7Kw6EaIpxwTTBAV8XqBihkmqFw1F1j4mKDWIuYZBCYPpmULY1miPWgHqi7yOukwMaAQoXLOZu/l9lYQ1Jv1+qFRewSms6LQ1gQJTFDNAHNn4aKPiJjFqj8VWKrIZYL8wmgAgf5h3Dg1ZD3ICOxKs9n0NEGCT1CwRF4htpZod8TmqQziGjgS0kx3TqTDGL773e+anoeFRddDtCgYNuC0LasO0w2C2KJZMtg2w3EcpFMO6sQgkbtFa2jKeMAiSYclvQ5RwmiddJiKtSkrNEFeOsy1VeglbCJ9baXeCASopjVBusyShQfeO6xSI41xw+9XzgRVwpmgcYEJCntmeduM1r1SrjU446digsJMQwH5wURWGQZ4/cMYwuxW5pQw2sJiPmJRv7+ppkgFJwH1tDGXDgtWMomW90nAFtwqZ4JabtEGhNG0EkZXE5SXBFb+cdu/BmHuzs1mM0QT5E+H0XSB30AvOK5pTVBNczwLD/3EJyg2E8Q0QaREnq4hTMDMNUExDkVi2xk2F/r7VI7RyuowScd3mUcQ4DaqpggLgmR9ArsB9mmwsIgJMQhaMphXvDI+aP6dByoaGhuAVod5CyJbHHsNdKdnaZooN9t2xqxKRJi6wmixR5GOV1KYMJpqJ/Jp//Vl78W2yVY6jDJBtKmkZFwWtCSV8HgCcX/bDMsE6cMTRnsmmJFMEKkO29nqHUaZFLE6rBSDvc0KhwjmEVTIet3cWRBUrNRdZ/p6VHVYsDv9dMX9X2SCaFsnAFjYr14TZXYY3QAbBFlYxERPLu1zRDXR0JYyB+ykFnWijEJB0jZjOuZpNQwZQYTJmztqpMNk7s6mGqgGusjXkwdXYUEQ/T0iE8Q2yy0tl3FqJuc4jrKSzfVjcj/OJnWMDqTDWu+XDYK04QVBVRTLfv8nFdh7v7NY4YGTPwiSM0Fh92teSNOycal+kY0LAKPTlUhtHD3UsEB8WqFXXCwEPSIzJBt3TjhGW1jMV1D6eoWJIIgsOEwnoGvCmJeUyMc9rYbBs9P3a4JEg8B2IGvWGKVZiEKOsGsN4qQb1TgyzpiyBZyebMWxB1un+81jzGDTf/3zCv0SrfZJWtIumiXWbHWYMbAgo1Rt8GquqAMGY3pe2uF66qQc72uAd6941WHRhRKiMarXQd4bN51y+O9hLX+AsBJ5UgnaundUmiBRzB9WIq9yop5pdOXTcPfdd+Oss87CihUr4DgObrvtNt/33/Oe98BxHN+/008/3feavfbaK/CaL37xi7vwr7CYizhg2QAAl24eMmiWCACjLYpctx2HzCyRL2IaAZbnHyKkwzL61WG+EvkYJ+DQMQXBMR/XgCaoLHGMZr8jnXICqSZ2Cmcu46KZXF7S5w3wtBiARu+wQDqsZZZoq8O0QZ/RbZOM5Qu/r9gB6sXtUwBcjx1qUzIoVIfF0caJTKJKpM1+N2v5A6iDq3TKAZsW6zdXCmGS33zU7gCAo/YMb+00p9pmdBpTU1NYvXo1LrjgApx77rnS15x++um+KrV8PpiLvPrqq3HRRRfxzwcGBsxP1mJe4fLXH4DR6Sre85q9jIyXSjnIph1U601PPBtiPR8HBZK6aTSaaMJbeMSTXDvgpbMNf4m8GU2QTBidtJzfHwSxxd5EibyMCVKVxwPAYI9/iRWZIFUlG70e+j5BfibIOkbrI5dJIZdJoVJr8FRn1AGDVZf+ebvbbFQsLw/4BHFtXBgT5D/wTAlGiQzDvVm8vHMaG1uMZC6dCn1uM2n3b2P3oYoJAoCPnX4Alg7mcfbq3ZTjAeru9DONrgyCzjjjDJxxxhmhr8nn81i2bFnoawYGBiJfY2HRDg7bfQj/+bevNTpmvtVfigVBYU0IY41HFqpyreFLreikw7JCTyG2mGlVh0k1QXpVcirBsV7vMLW7c5gTNdVjAMH3NkwTxJDcJ6g15zrzCWKO0V2ZAJh16M9nsKNWIb0Ew58tMegRy8sD1WHcKiKGJqh1b0cxQZvGGCMZPtdcKwhi7KFKEwQASwYK+OhpB4aOBwQr2boFs/ZpuPPOO7FkyRIccMAB+NCHPoTt27cHXvPFL34RCxcuxJo1a/Av//IvqNVqyvHK5TLGx8d9/ywsdgVE8awpJghwdUFMFO04yVNMABFG8xL5lousjk8QqQ5jPQlLmg1UGbvmzlGWDjMsjA4NgvxBj7g5qYIrdo1TTnJndzGFV7O9w4yCPbdMZxNlmSEGPaLPGGWCms1mLEY0LxijTincq9nceLf3CEZYNEz0CisM2GF0WRDUlUxQFE4//XSce+652HvvvfH888/jH//xH3HGGWdg7dq1SLdKVC+99FIceeSRGBkZwe9//3tceeWV2LhxI6677jrpmNdccw0+85nP7Mo/w8ICQMt4bdzL1+syQZl0CpmUg1rDXUjZKZG6FScalwmjGwaZoNbPNptuuiabdrSNHdm41Xpd0ZMsedsMmVkib54qS4cVxI3O/7kquOKpK41rK7IE3NfJNkw2AjHl1G4QJFpusHuj1nDtMkoxnNNFto9VqolMD2eCxqMbnQLB1FUpJB0WF/xgYoMgfbz97W/nHx922GE4/PDDsc8+++DOO+/EKaecAsBr9goAhx9+OHK5HD7wgQ/gmmuukeqHrrzySt/PjI+PY+XKlR38KywsXLATJduko2j1OChk05gs11wmKGaDxyiIjRXDNv/YY2b8niTZdMoLVjRMI3OZFKZavigMFY1x4zBBsqBNZILEjVIMVBjqBvQ7wQaq+u+XhYeBNoMgMR22fNhfTt6XSyPluCaFE6VaLOd0ke1TMUEs1baRMUERa0FWMEYN0wTFhehp1C2YE0/DqlWrsGjRIjz33HPK1xx77LGo1Wp48cUXpd/P5/MYHBz0/bOw2BUQy0p1q8MA4hpdq8d2tI1CRjgdss1fp9rIX47rjhvlaBsHMq0Nb5uRIAgQjQcpwtJh4sYofq7SBFVJxVlSiKk2E21OLDwsFPpkRQVBhWzaFzgtG/QHQY7j+LyCyjFMQ8X7MooJ2jDmMkFRwYzY54v3DtPRFHZpOmxOPA0vv/wytm/fjuXLlytf8/DDDyOVSmHJkiW7cGYWFtEIBkFmmCDADSimuVu0ZppN6FPEmSAdnVHKAcvQsfGMpMPCTBgTMEFhbTOYCaPsOiwRNjqxWkxkaxh0W2YAQZ8gjwmymiATWBp4b6MtM/ZY2Ms/Xj4c9BljzOHYdI1o46LTYbw6LEITxMaMOmh5LXKiq8PiIoxNnUl0ZTpscnLSx+qsW7cODz/8MEZGRjAyMoLPfOYzOO+887Bs2TI8//zz+NjHPoZ9990Xp512GgBg7dq1uO+++3DyySdjYGAAa9euxWWXXYZ3vetdWLAg3MvAwmJXo7/QASaIGCaaSoeJi1gYAxIXjuMg26pE8YKg6DRA5FwlpecVHU1QHGG0JGDpz2fQn89wEzsVE6QqkddjgkRNkL6lgYUH6o7cn8/Eul93G+7B4xvcopsDlwUtW1wN2bTLBLVjlhjTJ4ghai0QWRuTmiDLBMXA/fffjzVr1mDNmjUAXH3PmjVrcNVVVyGdTuORRx7B2Wefjf333x8XXnghjjrqKNxzzz1c65PP5/F//+//xYknnohDDjkEn//853HZZZfhW9/61kz+WRYWUohMkCigTAK20ZdqDb4w6ixg7pj+DduEYzRAm6j6gyAdJkhmzBZWyh4FVVPWOOOOkKaSInsgnuQZTGiCAkFr3TZQNYmlpHfgimF1uwiKvzjQzUQctHwQSwaC2lRaIRbnOfCqw9wghfkEicUVwz3+NSVKdyjeOyYOUt3aNqMrmaCTTjqJl8vKcPvtt4f+/JFHHok//OEPpqdlYdERiEGQie70bJErlmteOswQE1Q2yAQB/hNitd7gAYDOuLL0VRyNhQq5tNonqJ3rIG58KmE0L2fXSF2JARbXBNkgyAho25wVktSWDG87ZiWWDhZw0PJBaaXmAHGNZlq+fCgTJJoltvqYKTRBDFFss/j8cE2QCWF0lwVB9mmwsJhh0HRYTzattdAw9PIGjzVjwmhRaGsqCKL6HdrvTCsdJjFm0yqRV2h3gOgquVMOck//J+y/OLDxRZbIa/T5UlaHWWG0ERyy2xD/+ICl8boROI6Dkw9comw0yjRjE6UaZ3DD+nGJwQr7GZUmiCGKbRaDq+mqvuO890x2V3VYVzJBFhbzCdQ0TSyjTYr+1klwqlzjVLY2EyTQ2WVDJdfUk6REenOZFkabaJtRbzRRbzR9Wp2oYPDvTt0fuw334KzVKwLfU6XDuLuzgXQYY8BYutGWyJtBfz6DS/9iX/zm6S14x6v2MDLmIKkOm1S0wKAQmUQujI5gl6PYZjG4KhlIh1mzRAsLCymWklOhCT0Q4J0Epyp1TpHrmjCq02GGgiti7JjPpLSMHbm5oWFNEJsn3QyigqChnize97pV8nGzKibIYIk893VqaYI0Gt5a+HH5Gw7A5W84wNh4VBPEntv+kGrRQANVRTpsoJCB47impED0YUts7Msdow2kw7qtOsweCSwsZhjUL2S3BfG0BVFgJ8Gpco1XJonGfe2iE9VhgF8rwJgg3ZSgONdGo8mDAR0miI4pfp5Ma6TSBDHHaAPVYVWrCZot4J3kp6tE3xPGBPmZxEnFgSeVcnweRdFMkJgOM6EJstVhFhYWEtAgaGGfGSaonwZBpWhtQRyoSq47oQnSSYW5Ywr6JbLwhglNVaB+RuW6P2DRcc4Wez8x1OsGNEFZBXNng6CuhY8JUuh7KGh1WLPZ5Po/mdcYrUxcMhBezSYyqV4QpFGx2aWaIPs0WFjMMBb05XDEymEAwF8eHtSNJEEfF0bXMcGZID29UbDk2pQmqHVCJOkwXSZI7FNE02JJ5us4jtR7iH6ehGERdVYMJpqd0rEbjaZlgmYB2DO6s1iJZWxIxe+VeoMziLKf2XNhH/+YmjZKxyXBVb3R5Pe4Tkpd9fzMNKwmyMKiC/Cd9xyDV3ZO47Ddh6JfHANUGM2ZoA6lw3RZG+ofUubpML0xRWEnC64cxwuQ2kUuk2o1pPUv4lpaI+LsTWEkHUYCyXLN2yCT/v0WnQdjgjaPl/nXwhzkadqKeQQB8i7xZxy6DHc8uRmrVw5HssI0uJomFZs6xRXdWiJvgyALiy7ASF/OZ6qnC64JqhBNkGY6TGQtTDkQ03L2kiEmSDx1lkkLgqSC63wmjQnUgkyQRum5yoSxZiIdRubD7gHAlsh3M3ij01aPr0zKCWUuaQuY0WLF/Vomxfv8UZx31O7Yd0k/9lnSHzkPGlyxsnvH0TUwtV3kLSwsdhH6iE8Q2wB1mSBRaGuidxjg7y4dp19SHIg+QZ4oOnlwpeofpqONUpsl6rfNyKQc3pWcBkE2Hda9YExQ6+1HXz4TGrTT52RnKwgKS5+tbqXdo+BjgkhlmE7FZrcyQfZpsLCYg6DC6Aljwmih5NqUMJowTCUDVSh0TmWBCdKZq8x7CNATHIuBJUO9wVi25JuO4zh8zlM2CJoVEKu2op5Zes9tn3SDIF0/MMBfIl805Dift8JoCwuLXQW2YE2V65gsVwHoB0GiJqhsqNooS8bVcXWm4G0uTHamjxBG65Tei4GViQaq7pzc6zBeqvLxdMe06BxGenO+9yeqM73jOPxZ39YKgnSfc8BfHWbKcd5jfC0TZGFh0WEwWn3HlFdlYt4nqO77elJQ/5CSgVJcOieTIu6cInWlpwmSC6N5A1XNAJP9vUwcb0XR3Y1UysGifk8bOByjjyCr2NoyUWp9boIJ8u5L9kz2ZvXWj6wi4J9p2CDIwmIOgjlPs8qOdMrhRmxJwU+HdWa+527U2vodiVmiLhPERZgia6UxrqrPlwlNUJAJ0i+RB7y0BtME2VRY94N6+Czoi35mWfXYloly63N9Johq1RgTVNBmgqxZooWFxS7CcG8OVMO4oDeLlOaGKvaiMiWM9lJCTeITZLpE3gATJGnFQX8HS8G1NaZwTRnqBoTR7pz8miBrlNj9WDKQ5x8Px2ijw8wUt7aCICNMkKQ6TFZ23w7Yvddoevd3N8A+ERYWcxDplOOj0k2U31PWgjUSBUw2UO1A2wyTmiAFE1Q2kQ5TdJHPapTI0/HHW+kwXdbOovNYMugFQSsU3eYpGBO0tSNMkFcdphtcURaymwwT7RNhYTFHQQMfE0EQDQLoImaqRL5SM68JqgqVbElaZjCoUlc66TBVYMV8gtKaGh6WDhubdoXRusGlReexz2LPx4e6PKvANEGbx11NkAlhNG3sO22ggzwgBEFdlBKzQZCFxRzFwr689OOk6FQQlCNaAY+xMVMdVhY1QRqslVoTVE88Nj1xU/ASee3qsFYQVHSDIJ0g0GLX4NWrFgJw2dyj91oQ+XrGBG0cc4OgqOaocUAb+xYNdJAH/KL8btIFWbNEC4s5Csr+rBiOptWjQJkQ1kTUcfTFuzQdZqptRqCcnzVm1RhXFQQxgbiuMLrZbHIzuirXBOleB3fj8pgge+7tdhy62xC++95jUMiksXyoJ/L1Yj8vE0EQrQ4zlQ5zHAfZtINqvWmDIAsLi85jz0Vek8Q9RsIbJsYBZ1eqDZ9BoI6LLECDi6a5thmKZq86mpgox2gdnyDAZYPY31030DsMAHpaQQ9zEy5oMmwWuwYnH7Ak9mvF9JduFSjgZyg9nyAz/kPVeh3VmhVGW1hYdBj7Em3B/ksHtMfjOoF6Q0sHIyJLqHcujDZVIs+E0Qbacag6vuuIrmnaj6bEvN5hekEQqxzaMdUKgiwTNOcgMjRRBotxQEvkmSbIRNVZN3oFWSbIwmKO4pSDlmL5UAFDPVms2SNaWxAFFgTUG16PLxMl10xwWarWuTBaJ20FhJXIm/cJ0hmb6iTouLWGGZ+g3pZexAuCLBM01yBWgw326G/r7D4pVeuYbpXI62qCgO7sH2aDIAuLOYqRvhzu/tjJcKDvPAz4WR/WhsHEpspOmMUKCYJMtc3gQZC5EnmVT1CSwM1xHOQzKZRrDZ8Tdc2QYzRjgrbbIGjOQqz8NKEJYvdNtd7k9gq61WGA3xi1W2C5UQuLOYxsOmUkAAL8QdBo0ZzQlp0wixWvEsVUn7NAibxWOszfjwwAavUGD1iSsmKyCrFa63fomiWKolmbDpt7WCgEQSbsMBiDCACbWlVnum13gKCTezfAPhEWFhaxkCHNN0dbQlsTp0O2UU+TIIguwkmgbPZq2CyRBkRJU3isgsufDjOkCRKuo2WC5h4WEYdpxwEW9evbYWTTKX6/bxo3GQTJU8ozCRsEWVhYxILjONw6fwcLggxsqiyQKlZrnkW/ZnDFU1f1zmqCaONTk0yQqQaqol7EBkFzD4tJ0DPSmzPWH64v59eTDZioOsv6n8tugA2CLCwsYoMLbSfNaUxYwDNdqWOq7DJBfZrluDly4mw2m9zrRKcJpKyLfIU0Ok0asMhK701Vh4nBpC2Rn3tYTJgg3f6AFGIAbYIJYoemUqUe8cpdBxsEWVhYxEZvB4S2bKOeLNeMlePStFe1TvyHdHyCJFQ+Y4JMpNn8wuhWcKXpEyQGk1YTNPdQyKaxz2K3vcYJ+y02Nq5475hggpjXkKv/q2GiVEVjhpup2ifCwsIiNthJjgVBJtNhJZJa0m0CmRP6FE1X9PsfiU1ZATNVZ9Sdl6FuSBMkaqv6DZzmLboPXzzvcJx/7B74h9MPMDamqCczwwS5z8l0tY5v37MOh336l/jEbY9pj6sD+0RYWFjERh/3nXE7VpsIgsQKppSj3+2cMjOVWgOlmr4Jo1QTZEBrlJeYMLJWHLptM8QqOxPNNS26D8fsNYJj9hoxOqZ4ENFNUQMkHVatY6ql/+vXLILQhWWCLCwsYoPR2Z4myFyJPENfLqPdiiNNKtkqtQbXIGgxQbJ0mIZHEAMXi5J0GGOCsprpMDHANHGat5gfoEFPfz6jbdcAkCKISh1TZVYEMbP3pA2CLCwsYqNXSIfpCI0Z0inHF0zplsczUGM2ryeZiWAlmA7T6k4vCa6qhnyCROM8E7oOi/kB+hyaMGAEgJ5syw6jWkeRFUFYJsjCwmK2gAmWWSBgIh3mjuudBk3Q7oDf4ZlXh2nMV9Y7zCwTZF4TNNKXAx3CpsMs4oIGPtSLSAc9uZYmqOKlwywTZGFhMWsgsjSmfGdoMGXCgBHwa3hYOw6doC3MJ0hLE5QJCqOrPAjSW6LTKcfnIGzTYRZxsWSgwD9eZMCFGvBrgiZb6bCZvidtEGRhYREb4qlNt4qLYbjXO3Waot4pc8O70xsOghgrZLo7fdWAwzUDNc8z4SZsMT+whLA/C/vNBEEF0iJnosSE0TYIsrCwmCUQmZRBQ6e4Bb056cc6YAFEqVrnAYYOE5SXlci3GCadYIWnw6qeMJppgky4/9KEmnWMtoiLJYNeELRyQa+RMXmLnGodkyXGBM2sTs0GQRYWFrHRCe8QAFhA6PahXrNM0Ph0lX9NTxMU7PFVNtKYNdhKgAVBuYx+Rc6bj14JADhw2YD2WBbzBwcs9e6Xg5YPGhmTaYJK1TrvTj/T6TCbILawsIiNnpzoO2MmYBkhgc+wqXRYKzAZI0GQVrDSKZ8gzgQFfYJMMEHve93eyGdSeONhy7XHspg/WDJYwKfOOhh/3l7ESQeYcaLu8aXD3OdyptNhNgiysLCIDTFA6QQTZDodxk6c+UxKq7cSG6/WaKLRaCKVcnhApOUYnfFX3AFeys1EEDRYyOLDJ++rPY7F/MN7X7u30fHYIWp8usrv90GbDrOwsJgtWChUiZgKglYM9/CPV470hLwyPsR0mG7Vmc+Fmnen19cEyRgmk5ogC4tuAWOCtkyU+ddmupWLfcIsLCxiY0EgCDJzijt89yH+8X5LzWhXPCbIDYJ0O6hTQ0SWujKSDpM0UOXVYTYIsphDYJpClqLuzaWNOFHrwKbDLCwsYoN6zuTSKWPVYQcuG8Q/vfEgNJvAPov7jYzJNUFFM0wQbWFRrtcBZD2fIA2zRDkT1NIEGRBGW1h0C4IO5jMfgsz8DCwsLGYNqJ9PNu1o9/iieN/rVhkbC/Co962TLvWua8/vOA5ymRQqtQYPWCp1A13kBU1Qs9k0qgmysOgWiEHQTIuiAZsOs7CwaAM07cPYim4FO2VuHCsBMLPg5oU+X4wJ0vIJEtJhtYZ3XW0QZDGXIDZiHTHkRK0D+4RZWFi0hTce7pZa/81r9pzhmYSDCS43GwyCcoJhoglNkJgOqxK/IKsJsphLcBzHl0LvhiBo5rkoCwuLWYVPnXUwTtxvMc4+YsVMTyUUA62gZ6Jszp4/LwQsjL3RS4f5G6hWa5QJspogi7mFoZ4sdrZ0egu7oI2LDYIsLCzawpKBAt56zMqZnkYkxMo1E33ORNbGpE+QpzNy/3cczHjljIWFaVBdkGi5MROwXKuFhcWchMj8mPAjEYOgsoFGpzmRCSKiaJPCcwuLbsCyIa87PW3SOlOwQZCFhcWchFh+O2CQCSob1ASJwmjeN8zqgSzmIPZc2Cf9eKZgnzILC4s5CZH5MZIOE6vDmCZIwydI1Bl5TJBlgSzmHvZb4vmAHbh85pv6Wk2QhYXFnMSA0NxV9ChJgk5qgsp8THPNUy0sug1nrV6Bh18axT6L+7FkoBD9Ax2GDYIsLCzmJMSgZ5GBSpScIGIumwiCsiomyAZBFnMPhWwanz/nsJmeBod9yiwsLOYkFguiy4X9+pUoPB1W95slavkEpb3u9LV6w9MEaQRWFhYW8WCfMgsLizmJnlzaJ4Y2wQR1xCeI6Ikq9QZpmWE1QRYWnYYNgiwsLOYsGk3PeNCEJ0lOqOSqmHCMJmmvSq3hNU+16TALi46jK5+yu+++G2eddRZWrFgBx3Fw2223+b7/nve8B47j+P6dfvrpvtfs2LED559/PgYHBzE8PIwLL7wQk5OTu/CvsLCwmGkcs/cIAJdVyRgIKoLVYfqpq0w6xU0Ry7UGqjWrCbKw2FXoyqdsamoKq1evxje+8Q3la04//XRs3LiR//vhD3/o+/7555+Pxx9/HL/61a/w05/+FHfffTfe//73d3rqFhYWXYQr3nAAVq8cxpffdoSR8Wh1WK3e4M1OddJh9OfL1Yb1CbKw2IXoyuqwM844A2eccUboa/L5PJYtWyb93pNPPolf/OIX+OMf/4ijjz4aAPC1r30NZ555Jv71X/8VK1YEex6Vy2WUy2X++fj4uMZfYGFh0Q04dLch/NeHX2tsPGqWWCGNTnV8gti4xUodlXrd0wRlrCbIwqLTmLVHjTvvvBNLlizBAQccgA996EPYvn07/97atWsxPDzMAyAAOPXUU5FKpXDfffdJx7vmmmswNDTE/61c2f29kSwsLHYtKBPEKsMAfdaGMUGlqtUEWVjsSszKp+z000/Hf/zHf+DXv/41/vmf/xl33XUXzjjjDNTrrlhx06ZNWLJkie9nMpkMRkZGsGnTJumYV155JcbGxvi/l156qeN/h4WFxewCrQ6brrrrTS6d0tYb8eCKlMjbIMjCovPoynRYFN7+9rfzjw877DAcfvjh2GeffXDnnXfilFNOSTRmPp9HPj/zzdwsLCy6FzlJEFTQTIUBxDXaaoIsLHYp5sRTtmrVKixatAjPPfccAGDZsmXYsmWL7zW1Wg07duxQ6ogsLCwsokDNEqcrbhDUk0teHs9Am6hWatYnyMJiV2FOBEEvv/wytm/fjuXLlwMAjjvuOIyOjuKBBx7gr/nNb36DRqOBY489dqamaWFhMctB02HMK6gnqx8EUYbJaoIsLHYdujIdNjk5yVkdAFi3bh0efvhhjIyMYGRkBJ/5zGdw3nnnYdmyZXj++efxsY99DPvuuy9OO+00AMBBBx2E008/HRdddBFuuOEGVKtVXHzxxXj7298urQyzsLCwiANfOqziMjYFA0GQxwQ1OBNkwtfIwsIiHF35lN1///1Ys2YN1qxZAwC4/PLLsWbNGlx11VVIp9N45JFHcPbZZ2P//ffHhRdeiKOOOgr33HOPT9Nzyy234MADD8Qpp5yCM888E8cffzy+9a1vzdSfZGFhMQfAtDulWp1ogkwwQV5jVsYwmdAaWVhYhKMrmaCTTjoJTWJ3L+L222+PHGNkZAQ/+MEPTE7LwsJinoMFPKWqJ4w2kQ6jTFCpao5hsrCwCIc9alhYWFjERG9LBF2s1FHqkDC6ZKApq4WFRTzYp8zCwsIiJljAU6p6wYppYXTZMkEWFrsMNgiysLCwiAkW8BQrNV4ib0YY3fIJqjV4cFWwTJCFRcdhnzILCwuLmGBM0HTFE0b35EyYJVImyFxwZWFhEQ4bBFlYWFjERE+HhdGlap0Lo3WbslpYWETDPmUWFhYWMcECnkq9gclSDYAZxqY35xbqFqt1r0Q+Y5kgC4tOwwZBFhYWFjFBK8FGi1UAZoKgvnxLa1Su2RJ5C4tdCBsEWVhYWMREPpOC02rptX2qDMAsEzRVqaNUtSXyFha7CvYps7CwsIgJx3HQ2wp6tk1WAAADeX3PWc4EVWoo15gmyDJBFhadhg2CLCwsLNoAS4ltnXCZoP6CfhDEmaCyxwTZthkWFp2HfcosLCws2gBLf41Nu5qgfhNMUM5jgrx0mGWCLCw6DRsEWVhYWLSBXqFNhhEmKE+YoBoTRtvl2cKi07BPmYWFhUUbEH2BjGiCWoHVeKmKSisIYikyCwuLzsEGQRYWFhZtoE8IekwwQWzMiZb3kPs1mw6zsOg0bBBkYWFh0QaGe7O+z81ogvxjZNOO1QRZWOwC2CDIwsLCog0M9fiDIDGASYIeUWdkILCysLCIhg2CLCwsLNrAUE+OfzxYyCCVcrTHzGVSyKW95VhMuVlYWHQGNgiysLCwaAM0HbZoIG9s3F6iAbJMkIXFroENgiwsLCzaAE2HLeo3FwQNEIG1ZYIsLHYNbBBkYWFh0QYWECZoscEgaKTPG2vQQMWZhYVFNGwQZGFhYdEG9hjp4x/vvqDH2LiL+jytEQ2ILCwsOgcbBFlYWFi0gVWL+3gn+f2XDhgbd2G/FwQtIh9bWFh0DpZztbCwsGgDhWwaX3rLavzppVH85erlxsal7M9Inw2CLCx2BWwQZGFhYdEmzj1yd5x75O5Gx1xMKs2WDNp0mIXFroBNh1lYWFh0AQ5ePsg/3mdx/wzOxMJi/sAyQRYWFhZdgCP3HMaxe4+gP5/xBUQWFhadgw2CLCwsLLoA+UwaP/rAcTM9DQuLeQWbDrOwsLCwsLCYl7BBkIWFhYWFhcW8hA2CLCwsLCwsLOYlbBBkYWFhYWFhMS9hgyALCwsLCwuLeQkbBFlYWFhYWFjMS9ggyMLCwsLCwmJewgZBFhYWFhYWFvMSNgiysLCwsLCwmJewQZCFhYWFhYXFvIQNgiwsLCwsLCzmJWwQZGFhYWFhYTEvYYMgCwsLCwsLi3kJGwRZWFhYWFhYzEtkZnoC3YpmswkAGB8fn+GZWFhYWFhYWMQF27fZPh4GGwQpMDExAQBYuXLlDM/EwsLCwsLCol1MTExgaGgo9DVOM06oNA/RaDSwYcMGDAwMwHEco2OPj49j5cqVeOmllzA4OGh07LkGe63iw16r+LDXKj7stYoPe63aQ6euV7PZxMTEBFasWIFUKlz1Y5kgBVKpFHbfffeO/o7BwUH7oMSEvVbxYa9VfNhrFR/2WsWHvVbtoRPXK4oBYrDCaAsLCwsLC4t5CRsEWVhYWFhYWMxL2CBoBpDP5/GpT30K+Xx+pqfS9bDXKj7stYoPe63iw16r+LDXqj10w/WywmgLCwsLCwuLeQnLBFlYWFhYWFjMS9ggyMLCwsLCwmJewgZBFhYWFhYWFvMSNgiysLCwsLCwmJewQVACXHPNNTjmmGMwMDCAJUuW4K/+6q/w9NNPS1/bbDZxxhlnwHEc3Hbbbb7vrV+/Hm984xvR29uLJUuW4KMf/ShqtZrvNXfeeSeOPPJI5PN57Lvvvvje977Xob+qM4hzrU466SQ4juP798EPftD3GnutPKxduxZ/8Rd/gb6+PgwODuKEE07A9PQ0//6O/7+9O4+K4kr7APzrBrppwAaapVFAUAngBoqiaVRQAdHMRAc1GMEFF9xwdDQiYFzH4zIuMSZxHJO4L0HR4LiBQUCWGYYoiggizSqJARlFUGwEod/vDz5LS0BhoqKn73NOn2Pf+9btW6+34FJ1q7qiAgEBAZBKpTAyMsKMGTNQXV3NayMzMxNDhgyBrq4urK2tsWnTpje+f6/bq/JVXFzcZFw9fUVGRnJxbGw1Kisrw+TJk2FhYQF9fX24uLjgxIkTvBhNGFutyVVBQQF8fX1hZmYGqVQKPz8/3LlzhxejCbnauXMnnJycuIcdKhQKREdHc/WPHz9GcHAwTExMYGBggHHjxjXJU7sff8S0mY+PD+3du5eysrIoIyODPvroI+rcuTNVV1c3if3iiy9o1KhRBICioqK48vr6eurVqxd5eXnR1atX6dy5c2Rqakrh4eFcTGFhIenp6dHixYvpxo0b9PXXX5OWlhbFxMS8jd18LVqTKw8PDwoKCqLS0lLuVVVVxdWzXD3L1b///W+SSqW0YcMGysrKops3b9LRo0fp8ePHXMzIkSPJ2dmZ/vOf/1BycjLZ2dnRxIkTufqqqiqSy+UUEBBAWVlZ9MMPP5BEIqFdu3a91f39vV6Vr/r6et6YKi0tpTVr1pCBgQE9fPiQi2Fjq5G3tze5urpSWloaFRQU0Nq1a0koFNKVK1e4GE0YW6/KVXV1NXXt2pV8fX0pMzOTMjMzacyYMeTq6koNDQ1cO5qQq1OnTtHZs2dJqVRSbm4uLVu2jHR0dCgrK4uIiObMmUPW1tYUFxdHly9fpg8//JDc3Ny47d+F449Ngl6D8vJyAkCJiYm88qtXr5KlpSWVlpY2mQSdO3eOhEIhlZWVcWU7d+4kqVRKtbW1RES0dOlS6tmzJ6/NCRMmkI+Pz5vbmTesuVx5eHjQwoULW9yG5epZrgYOHEjLly9vcZsbN24QALp06RJXFh0dTQKBgG7fvk1ERH//+9/J2NiYyx0RUWhoKDk4OLyBvXh7WjoOn9enTx+aPn06956NrWe50tfXpwMHDvDiZDIZfffdd0SkuWPrxVydP3+ehEIh7w+1yspKEggEFBsbS0SamysiImNjY/r++++psrKSdHR0KDIykqvLyckhAJSamkpE78bxxy6HvQZVVVUAAJlMxpWpVCr4+/tjx44dsLCwaLJNamoqevfuDblczpX5+PjgwYMHyM7O5mK8vLx42/n4+CA1NfVN7MZb0VyuAODw4cMwNTVFr169EB4eDpVKxdWxXDXmqry8HGlpaTA3N4ebmxvkcjk8PDyQkpLCbZOamgojIyP079+fK/Py8oJQKERaWhoX4+7uDpFIxMX4+PggNzcX9+/ffxu79ka0NLaeSk9PR0ZGBmbMmMGVsbH1LFdubm44evQoKioqoFarERERgcePH2Po0KEANHdsvZir2tpaCAQC3gP+dHV1IRQKuWNRE3PV0NCAiIgIPHr0CAqFAunp6Xjy5Anv2HF0dETnzp25Y+ddOP7YJOh3UqvV+Mtf/oJBgwahV69eXPmiRYvg5uaGMWPGNLtdWVkZ7z8eAPe+rKzspTEPHjzgrQF5X7SUK39/fxw6dAgJCQkIDw/HwYMHMWnSJK6e5aoxV4WFhQCA1atXIygoCDExMXBxcYGnpyfy8vIANObB3Nyc15a2tjZkMtkrc/W07n3U0th63u7du9G9e3e4ublxZWxsPcvVsWPH8OTJE5iYmEAsFmP27NmIioqCnZ0dAM0cW83l6sMPP4S+vj5CQ0OhUqnw6NEjLFmyBA0NDSgtLQWgWbm6fv06DAwMIBaLMWfOHERFRaFHjx4oKyuDSCSCkZERL14ul7cpB2/6+GPfIv87BQcHIysri/fX+KlTpxAfH4+rV6+2Y8/ePc3lCgBmzZrF/bt3797o2LEjPD09UVBQgG7dur3tbr4TmsuVWq0GAMyePRvTpk0DAPTt2xdxcXHYs2cPNmzY0C59fRe0NLaeqqmpwZEjR7BixYq33LN3T0u5WrFiBSorK3HhwgWYmpri5MmT8PPzQ3JyMnr37t1OvW1fzeXKzMwMkZGRmDt3Lr766isIhUJMnDgRLi4uEAo177yCg4MDMjIyUFVVhePHj2Pq1KlITExs7261GpsE/Q7z58/HmTNnkJSUBCsrK648Pj4eBQUFTWbA48aNw5AhQ3Dx4kVYWFjg559/5tU/XTX/9PKZhYVFk5X0d+7cgVQqhUQieQN79Oa0lKvmDBw4EACQn5+Pbt26sVz9v44dOwIAevTowYvv3r07SkpKADTmoby8nFdfX1+PioqKV+bqad37pjVj6/jx41CpVJgyZQqvnI2tRgUFBfjmm2+QlZWFnj17AgCcnZ2RnJyMHTt24B//+IfGja2XjasRI0agoKAAd+/ehba2NoyMjGBhYYGuXbsC0KzjUCQScWcL+/Xrh0uXLmH79u2YMGEC6urqUFlZyftdeOfOHV4O2vv407xp62tARJg/fz6ioqIQHx+PLl268OrDwsKQmZmJjIwM7gUA27Ztw969ewEACoUC169f5x0osbGxkEql3C85hUKBuLg4XtuxsbFQKBRvcO9er1flqjlP8/X0lz7LVSNbW1t06tSpye26SqUSNjY2ABrzUFlZifT0dK4+Pj4earWam1wqFAokJSXhyZMnXExsbCwcHBxgbGz8pnbvtWvL2Nq9ezdGjx4NMzMzXjkbW42ersF78UyGlpYWdwZSU8ZWW8aVqakpjIyMEB8fj/LycowePRqA5uSqOWq1GrW1tejXrx90dHR4x05ubi5KSkq4Y+edOP5ey/JqDTN37lwyNDSkixcv8m6/ValULW6DFm6RHzFiBGVkZFBMTAyZmZk1e2tgSEgI5eTk0I4dO967W3Nflav8/Hz661//SpcvX6aioiL65z//SV27diV3d3euDZarZ+Nq27ZtJJVKKTIykvLy8mj58uWkq6tL+fn5XMzIkSOpb9++lJaWRikpKfTBBx/wbs2trKwkuVxOkydPpqysLIqIiCA9Pb336tZcotYfh3l5eSQQCCg6OrpJG2xsNeaqrq6O7OzsaMiQIZSWlkb5+fm0ZcsWEggEdPbsWa4dTRhbrRlXe/bsodTUVMrPz6eDBw+STCajxYsX89rRhFyFhYVRYmIiFRUVUWZmJoWFhZFAIKCffvqJiBpvke/cuTPFx8fT5cuXSaFQkEKh4LZ/F44/Ngn6HwBo9rV3796XbvP8JIiIqLi4mEaNGkUSiYRMTU3ps88+oydPnvBiEhISqE+fPiQSiahr164v/Yx30atyVVJSQu7u7iSTyUgsFpOdnR2FhITwbj8lYrl63oYNG8jKyor09PRIoVBQcnIyr/7evXs0ceJEMjAwIKlUStOmTeOei/PUtWvXaPDgwSQWi8nS0pI2btz4pnfvtWttvsLDw8na2pr3DJfnsbHVSKlU0tixY8nc3Jz09PTIycmpyS3zmjC2WpOr0NBQksvlpKOjQx988AFt3bqV1Go1rx1NyNX06dPJxsaGRCIRmZmZkaenJzcBIiKqqamhefPmkbGxMenp6ZGvry+Vlpby2mjv409ARPR6zikxDMMwDMO8P9iaIIZhGIZhNBKbBDEMwzAMo5HYJIhhGIZhGI3EJkEMwzAMw2gkNgliGIZhGEYjsUkQwzAMwzAaiU2CGIZhGIbRSGwSxDAMwzDviXXr1sHNzQ16enpNvp/yZXJycjB69GgYGhpCX18frq6u3HcOAsDQoUMhEAh4rzlz5jRpZ9++fXBycoKuri7Mzc0RHBzMqycibNmyBfb29hCLxbC0tMS6det4MbW1tfj8889hY2MDsVgMW1tb7Nmzp015uHLlCry9vWFkZAQTExPMmjUL1dXVbWoDYJMghmFeg4sXL0IgEKCysrJdPj8uLg7du3dHQ0NDu3z+6yIQCHDy5MlXxtXV1cHW1haXL19+851i3rqhQ4di3759zdbV1dXhk08+wdy5c1vdXkFBAQYPHgxHR0dcvHgRmZmZWLFiBXR1dXlxQUFBKC0t5V6bNm3i1X/xxRf4/PPPERYWhuzsbFy4cAE+Pj68mIULF+L777/Hli1bcPPmTZw6dQoDBgzgxfj5+SEuLg67d+9Gbm4ufvjhBzg4OLR6f3777Td4eXnBzs4OaWlpiImJQXZ2NgIDA1vdBue1PXuaYRiN4OHhQQsXLuSV1dbWUmlpaZOvDnhbXFxc6NChQ+3y2a8Tmvl6nZZ8/fXXNHz48DfbIaZdeHh4vPKrIfbu3UuGhoatam/ChAk0adKkV37mi8f18yoqKkgikdCFCxdajLlx4wZpa2vTzZs3W4yJjo4mQ0NDunfv3kv7891335GjoyOJxWJycHCgHTt2cHW7du0ic3Nz3lfhZGZmEgDKy8t7absvYmeCGIb53UQiESwsLCAQCN76Z6ekpKCgoADjxo1765/dngICApCSkoLs7Oz27grzDlOr1Th79izs7e3h4+MDc3NzDBw4sNkzjocPH4apqSl69eqF8PBwqFQqri42NhZqtRq3b99G9+7dYWVlBT8/P/zyyy9czOnTp9G1a1ecOXMGXbp0ga2tLWbOnImKigou5tSpU+jfvz82bdoES0tL2NvbY8mSJaipqeH1Y+XKlVi3bh1ycnKwfv16rFixAvv37wfQeDlNJBJBKHw2hZFIJAAafx60BZsEMQzTaoGBgUhMTMT27du5dQPFxcVNLoft27cPRkZGOHPmDBwcHKCnp4fx48dDpVJh//79sLW1hbGxMRYsWMC7hFVbW4slS5bA0tIS+vr6GDhwIC5evPjSPkVERMDb25t3av/atWsYNmwYOnToAKlUin79+vEuHaWkpGDIkCGQSCSwtrbGggUL8OjRI14/QkNDYW1tDbFYDDs7O+zevZurT0xMxIABAyAWi9GxY0eEhYWhvr6eqx86dCgWLFiApUuXQiaTwcLCAqtXr+b1Oy8vD+7u7tDV1UWPHj0QGxvLq6+rq8P8+fPRsWNH6OrqwsbGBhs2bODqjY2NMWjQIERERLw0P4xmKy8vR3V1NTZu3IiRI0fip59+gq+vL8aOHYvExEQuzt/fH4cOHUJCQgLCw8Nx8OBBTJo0iasvLCyEWq3G+vXr8eWXX+L48eOoqKiAt7c36urquJhbt24hMjISBw4cwL59+5Ceno7x48fz2klJSUFWVhaioqK4tubNm8fFrFq1Clu3bsXYsWPRpUsXjB07FosWLcKuXbsAAMOHD0dZWRk2b96Muro63L9/H2FhYQCA0tLStiWoTeeNGIbRaJWVlaRQKCgoKIhKS0uptLSU6uvrKSEhgQDQ/fv3iajxVL2Ojg55e3vTlStXKDExkUxMTGjEiBHk5+dH2dnZdPr0aRKJRBQREcG1P3PmTHJzc6OkpCTKz8+nzZs3k1gsJqVS2WKfnJycmnz7ds+ePWnSpEmUk5NDSqWSjh07RhkZGURElJ+fT/r6+rRt2zZSKpX0r3/9i/r27UuBgYHc9n5+fmRtbU0//vgjFRQU0IULF7h+/vrrr6Snp0fz5s2jnJwcioqKIlNTU1q1ahW3vYeHB0mlUlq9ejUplUrav38/CQQC7hu2GxoaqFevXuTp6UkZGRmUmJhIffv25V0O27x5M1lbW1NSUhIVFxdTcnIyHTlyhLefoaGh5OHh0ab/Q+bds27dOtLX1+deQqGQxGIxr+zWrVu8bVp7Oez27dsEgCZOnMgr//jjj+nTTz9tcbu4uDgCQPn5+VwfAdD58+e5mPLychIKhRQTE0NEREFBQQSAcnNzuZj09HQCwF0i8/b2Jl1dXaqsrORiTpw4QQKBgFQqFVVXVxMAkkgkvP0Xi8Vkbm7ObXP48GGSy+WkpaVFIpGIlixZQnK5vMnPgldhkyCGYdqkubUDzU2Cnv8BSkQ0e/Zs0tPTo4cPH3JlPj4+NHv2bCIiunXrFmlpadHt27d5bXt6elJ4eHiL/TE0NKQDBw7wyjp06ED79u1rNn7GjBk0a9YsXllycjIJhUKqqamh3NxcAkCxsbHNbr9s2TJycHDgrX/asWMHGRgYcGsUPDw8aPDgwbztXF1dKTQ0lIiIzp8/T9ra2rx9jY6O5k2C/vznP9Pw4cNfus5q+/btZGtr22I98364d+8e5eXlca8BAwbQ3/72N17ZkydPeNu0dhJUW1tL2tratHbtWl750qVLyc3NrcXtnk5Gnk5w9uzZQwDol19+4cWZm5vTt99+S0REK1euJG1tbV69SqUiANwfAFOmTKFu3brxYm7cuEEASKlUUllZGQGgQ4cO8fY/Ly+PCgsLm/SzrKyMHj58SNXV1SQUCunYsWOvzMnztNt23ohhGKZ19PT00K1bN+69XC6Hra0tDAwMeGXl5eUAgOvXr6OhoQH29va8dmpra2FiYtLi59TU1DS5y2Xx4sWYOXMmDh48CC8vL3zyySdcX65du4bMzEwcPnyYiyciqNVqFBUV4fr169DS0oKHh0ezn5eTkwOFQsFb/zRo0CBUV1fj119/RefOnQEATk5OvO06duzI7WtOTg6sra3RqVMnrl6hUPDiAwMD4e3tDQcHB4wcORJ//OMfMWLECF6MRCLhrdtg3k8ymQwymYx7L5FIYG5uDjs7u9/dtkgkgqurK3Jzc3nlSqUSNjY2LW6XkZEBoHHcAo1jHAByc3NhZWUFAKioqMDdu3e5dgYNGoT6+noUFBRwx5tSqQQAXkxkZCSqq6u5nwVKpRJCoRBWVlaQSCTo1KkTCgsLERAQ8Mr9k8vlAIA9e/ZAV1cX3t7er07Kc9gkiGGYN0JHR4f3XiAQNFumVqsBANXV1dDS0kJ6ejq0tLR4cc9PnF5kamqK+/fv88pWr14Nf39/nD17FtHR0Vi1ahUiIiLg6+uL6upqzJ49GwsWLGjSVufOnZGfn9+m/WzJy/a1NVxcXFBUVITo6GhcuHABfn5+8PLywvHjx7mYiooKmJmZvZb+Mu+HkpISVFRUoKSkBA0NDdxkxc7OjjtOHB0dsWHDBvj6+gIAQkJCMGHCBLi7u2PYsGGIiYnB6dOnufV2BQUFOHLkCD766COYmJggMzMTixYtgru7OzeZt7e3x5gxY7Bw4UJ8++23kEqlCA8Ph6OjI4YNGwYA8PLygouLC6ZPn44vv/wSarUawcHB8Pb25v648ff3x9q1azFt2jSsWbMGd+/eRUhICKZPn84tbl6zZg0WLFgAQ0NDjBw5ErW1tbh8+TLu37+PxYsXAwC++eYbuLm5wcDAALGxsQgJCcHGjRvb9OwkAGxNEMMwbePt7U3z58/nlTV3OezFU/WrVq0iZ2dnXtnUqVNpzJgxRETcZaikpKQ29ecPf/jDS2/tJSL69NNP6eOPPyYiIn9/f/L09GwxtqioiAQCQZsvh3Xo0IF3OezFPo0ZM4amTp1KRM8uh/32229cfUxMzEtvkX9a//ytxZMmTXrlrc/M++dlt8hPnTqVADR5JSQkcDEAmmy/e/dusrOzI11dXXJ2dqaTJ09ydSUlJeTu7k4ymYzEYjHZ2dlRSEgIVVVV8dqoqqqi6dOnk5GREclkMvL19aWSkhJezO3bt2ns2LFkYGBAcrmcAgMDm9wOn5OTQ15eXiSRSMjKyooWL15MKpWKF3P48GHq06cPiUQiMjY2Jnd3d/rxxx+5+smTJ5NMJiORSEROTk5NLom3FpsEMQzTJkFBQeTq6kpFRUX03//+lxoaGl7LJIiIKCAggGxtbenEiRNUWFhIaWlptH79ejpz5kyL/fnqq6+oX79+3HuVSkXBwcGUkJBAxcXFlJKSQt26daOlS5cSEdG1a9dIIpFQcHAwXb16lZRKJZ08eZKCg4O5NgIDA8na2pqioqKosLCQEhIS6OjRo0T0bGF0cHAw5eTk0MmTJ5tdGP2ySVBDQwP16NGDvL29KSMjg5KSkqhfv368SdDWrVvpyJEjlJOTQ7m5uTRjxgyysLDgPRvFxsbmf/7hzzAMe04QwzBttGTJEmhpaaFHjx4wMzPjPXr/99q7dy+mTJmCzz77DA4ODvjTn/6ES5cucetsmhMQEIDs7GxuzYOWlhbu3buHKVOmwN7eHn5+fhg1ahTWrFkDoHGtTmJiIpRKJYYMGYK+ffti5cqVvPU5O3fuxPjx4zFv3jw4OjoiKCiIu4Xe0tIS586dw88//wxnZ2fMmTMHM2bMwPLly1u9n0KhEFFRUaipqcGAAQMwc+bMJl8t0KFDB2zatAn9+/eHq6sriouLce7cOe7ZKKmpqaiqquLdfswwTNsIiIjauxMMwzC/R0hICB48eMA9R0QTTJgwAc7Ozli2bFl7d4Vh3lvsTBDDMO+9p1/G2JaFx++zuro69O7dG4sWLWrvrjDMe42dCWIYhmEYRiOxM0EMwzAMw2gkNgliGIZhGEYjsUkQwzAMwzAaiU2CGIZhGIbRSGwSxDAMwzCMRmKTIIZhGIZhNBKbBDEMwzAMo5HYJIhhGIZhGI3EJkEMwzAMw2ik/wPRFLHF+nkvMAAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ "
" ] diff --git a/maria/__init__.py b/maria/__init__.py index 7c714df..28c8ea2 100644 --- a/maria/__init__.py +++ b/maria/__init__.py @@ -28,11 +28,11 @@ from matplotlib import pyplot as plt from astropy.io import fits -here, this_filename = os.path.split(__file__) - -from . import atmosphere, sky, simulations +from . import base, atmosphere, sky, noise from .objects import Array, Pointing, Site +here, this_filename = os.path.split(__file__) + with open(f'{here}/configs/arrays.json', 'r+') as f: ARRAY_CONFIGS = json.load(f) @@ -61,12 +61,6 @@ def __init__(self, invalid_site): super().__init__(f"The site \'{invalid_site}\' is not in the database of default sites. " f"Default sites are:\n\n{sorted(list(SITE_CONFIGS.keys()))}") -class InvalidRegionError(Exception): - def __init__(self, invalid_region): - region_string = regions.to_string(columns=['location', 'country', 'latitude', 'longitude', 'altitude']) - super().__init__(f"The region \'{invalid_region}\' is not supported. Supported regions are:\n\n{region_string}") - - def get_array_config(array_name, **kwargs): if not array_name in ARRAY_CONFIGS.keys(): raise InvalidArrayError(array_name) @@ -93,6 +87,7 @@ def get_site_config(site_name, **kwargs): SITE_CONFIG[k] = v return SITE_CONFIG + def get_array(array_name, **kwargs): return Array(**get_array_config(array_name, **kwargs)) @@ -119,29 +114,76 @@ def subset(self, mask): return tod_subset + def to_fits(self, filename): + + """ + """ + + ... + + + def from_fits(self, filename): + + """ + """ + + ... + + + def to_hdf(self, filename): + + with h5py.File(filename, "w") as f: + + f.create_dataset("") def plot(self): pass -class Simulation(simulations.BaseSimulation): +class Simulation(base.BaseSimulation): """ A simulation! This is what users should touch, primarily. """ - def __init__(self, array, pointing, site, atm_model="linear_angular", noise_model=None): + def __init__(self, + array, + pointing, + site, + atm_model="linear_angular", + map_file=None, + noise_model="white", + **kwargs): + + if isinstance(array, str): + array = get_array(array, **kwargs) + + if isinstance(pointing, str): + pointing = get_pointing(pointing, **kwargs) + + if isinstance(site, str): + site = get_site(site, **kwargs) + super().__init__(array, pointing, site) - if atm_model == "linear_angular": - self.atm_sim = atmosphere.LinearAngularSimulation(array, pointing, site) + if atm_model in ["linear_angular", "LA"]: + self.atm_sim = atmosphere.LinearAngularSimulation(array, pointing, site, **kwargs) + elif atm_model in ["kolmogorov_taylor", "KT"]: + self.atm_sim = atmosphere.KolmogorovTaylorSimulation(array, pointing, site, **kwargs) else: self.atm_sim = None + if map_file is not None: + self.map_sim = sky.MapSimulation(array, pointing, site, map_file, **kwargs) + else: + self.map_sim = None + def run(self): if self.atm_sim is not None: - self.atm_sim.run() + if self.map_sim is not None: + self.map_sim.run() + tod = TOD() tod.time = self.pointing.unix @@ -152,7 +194,11 @@ def run(self): tod.data = np.zeros((self.array.n_det, self.pointing.n_time)) - tod.data += self.atm_sim.temperature + if self.atm_sim is not None: + tod.data += self.atm_sim.temperature + + if self.map_sim is not None: + tod.data += self.map_sim.temperature tod.detectors = self.array.metadata diff --git a/maria/atmosphere.py b/maria/atmosphere.py index dbc4e25..e13ec4e 100644 --- a/maria/atmosphere.py +++ b/maria/atmosphere.py @@ -17,7 +17,7 @@ here, this_filename = os.path.split(__file__) -from . import simulations +from . import base class AtmosphericSpectrum: def __init__(self, filepath): @@ -31,7 +31,7 @@ def __init__(self, filepath): self.t_rj = f["t_rj"][:] # Rayleigh-Jeans temperature, in Kelvin -class BaseAtmosphericSimulation(simulations.BaseSimulation): +class BaseAtmosphericSimulation(base.BaseSimulation): """ The base class for modeling atmospheric fluctuations. @@ -101,7 +101,7 @@ class LinearAngularSimulation(BaseAtmosphericSimulation): This model is only appropriate for single instruments, i.e. when the baseline is zero. """ - def __init__(self, array, pointing, site, config=DEFAULT_LA_CONFIG, verbose=False): + def __init__(self, array, pointing, site, config=DEFAULT_LA_CONFIG, verbose=False, **kwargs): super().__init__(array, pointing, site) self.config = config diff --git a/maria/simulations.py b/maria/base.py similarity index 94% rename from maria/simulations.py rename to maria/base.py index 0027063..b503017 100644 --- a/maria/simulations.py +++ b/maria/base.py @@ -17,6 +17,7 @@ from . import utils + class BaseSimulation: """ The base class for a simulation. This is an ingredient in every simulation. @@ -30,7 +31,7 @@ def __init__(self, self.array, self.pointing, self.site = array, pointing, site self.coordinator = utils.Coordinator(lat=self.site.latitude, lon=self.site.longitude) - if self.pointing.coord_frame == "az_el": + if self.pointing.pointing_frame == "az_el": self.pointing.ra, self.pointing.dec = self.coordinator.transform( self.pointing.unix, self.pointing.az, @@ -45,7 +46,7 @@ def __init__(self, self.pointing.el.mean(), ) - if self.pointing.coord_frame == "ra_dec": + if self.pointing.pointing_frame == "ra_dec": self.pointing.az, self.pointing.el = self.coordinator.transform( self.pointing.unix, self.pointing.ra, @@ -60,7 +61,6 @@ def __init__(self, self.pointing.el.mean(), ) - diff --git a/maria/configs/arrays.json b/maria/configs/arrays.json index e76a636..20f596e 100644 --- a/maria/configs/arrays.json +++ b/maria/configs/arrays.json @@ -2,12 +2,12 @@ "AtLAST": { "description": "", "detectors": [ - [27e9, 5e9, 100], - [39e9, 5e9, 100], - [93e9, 10e9, 100], - [145e9, 10e9, 100], - [225e9, 30e9, 100], - [280e9, 40e9, 100] + [27e9, 5e9, 1000], + [39e9, 5e9, 1000], + [93e9, 10e9, 1000], + [145e9, 10e9, 1000], + [225e9, 30e9, 1000], + [280e9, 40e9, 1000] ], "geometry": "hex", "field_of_view": 1.3, diff --git a/maria/configs/pointings.json b/maria/configs/pointings.json index 2fc9b3c..d0f75b6 100644 --- a/maria/configs/pointings.json +++ b/maria/configs/pointings.json @@ -4,10 +4,10 @@ "start_time": "2022-07-01T08:00:00", "integration_time": 60, "scan_pattern": "back-and-forth", - "coord_center": [0, 90], - "coord_throws": [0, 0], - "coord_frame": "az_el", - "coord_units": "degrees", + "pointing_center": [0, 90], + "pointing_throws": [0, 0], + "pointing_frame": "az_el", + "pointing_units": "degrees", "scan_period": 120, "sample_rate": 20, "seed": 42 @@ -18,8 +18,8 @@ "start_time": "2022-07-01T08:00:00", "scan_pattern": "daisy", "scan_options": {"k": 3.1416}, - "coord_throws": [2, 2], - "coord_units": "degrees", + "pointing_throws": [2, 2], + "pointing_units": "degrees", "scan_period": 60, "sample_rate": 20, "seed": 42 @@ -31,10 +31,10 @@ "integration_time": 600, "scan_pattern": "daisy", "scan_options": {"k": 3.1416}, - "coord_center": [4, 10], - "coord_throws": [2, 2], - "coord_frame": "ra_dec", - "coord_units": "degrees", + "pointing_center": [4, 10], + "pointing_throws": [2, 2], + "pointing_frame": "ra_dec", + "pointing_units": "degrees", "scan_period": 60, "sample_rate": 20, "seed": 42 @@ -46,10 +46,10 @@ "integration_time": 60, "scan_pattern": "back-and-forth", "scan_options": {"k": 3.1416}, - "coord_center": [45, 45], - "coord_throws": [5, 5], - "coord_frame": "az_el", - "coord_units": "degrees", + "pointing_center": [45, 45], + "pointing_throws": [5, 5], + "pointing_frame": "az_el", + "pointing_units": "degrees", "scan_period": 60, "sample_rate": 20, "seed": 42 diff --git a/maria/mappers.py b/maria/mappers.py index 707f2aa..864c62a 100644 --- a/maria/mappers.py +++ b/maria/mappers.py @@ -14,12 +14,8 @@ import matplotlib.pyplot as plt -# how do we do the bands? this is a great question. -# because all practical telescope instrumentation assume a constant band - here, this_filename = os.path.split(__file__) - with open(f'{here}/configs/mappers.json', 'r+') as f: MAPPER_CONFIGS = json.load(f) @@ -68,6 +64,8 @@ def add_tods(self, tods): for tod in np.atleast_1d(tods): self.tods.append(self.expand_tod(tod)) + + class RawBinMapper(BaseMapper): diff --git a/maria/noise.py b/maria/noise.py new file mode 100644 index 0000000..e69de29 diff --git a/maria/objects.py b/maria/objects.py index 0b46293..8f7389b 100644 --- a/maria/objects.py +++ b/maria/objects.py @@ -15,6 +15,11 @@ supported_regions = [re.findall(rf"{here}/spectra/(.+).h5", filepath)[0] for filepath in glob.glob(f"{here}/spectra/*.h5")] regions = weathergen.regions.loc[supported_regions].sort_index() +class InvalidRegionError(Exception): + def __init__(self, invalid_region): + region_string = regions.to_string(columns=['location', 'country', 'latitude', 'longitude', 'altitude']) + super().__init__(f"The region \'{invalid_region}\' is not supported. Supported regions are:\n\n{region_string}") + class Array: def __init__(self, **kwargs): @@ -59,7 +64,7 @@ def __init__(self, **kwargs): self.offset *= np.pi / 180 # put these in radians # scramble up the locations of the bands - if self.band_grouping == "random": + if self.band_grouping == "randomized": random_index = np.random.choice(np.arange(self.n_det), self.n_det, replace=False) self.offset = self.offset[random_index] @@ -152,8 +157,9 @@ def __init__(self, **kwargs): # these are all required kwargs. if they aren't in the passed kwargs, get them from here. DEFAULT_POINTING_CONFIG = { "integration_time": 600, - "coord_center": [0, 90], - "coord_frame": "az_el", + "pointing_center": [0, 90], + "pointing_frame": "az_el", + "pointing_units": "degrees", "scan_pattern": "back-and-forth", "scan_period": 60, "sample_rate": 20, @@ -183,29 +189,27 @@ def __init__(self, **kwargs): self.unix_max = self.end_datetime.timestamp() self.dt = 1 / self.sample_rate - if self.coord_units == "degrees": - self.coord_center = np.radians(self.coord_center) - self.coord_throws = np.radians(self.coord_throws) + if self.pointing_units == "degrees": + self.pointing_center = np.radians(self.pointing_center) + self.pointing_throws = np.radians(self.pointing_throws) self.unix = np.arange(self.unix_min, self.unix_max, self.dt) self.n_time = len(self.unix) - self.coords = utils.get_pointing( + time_ordered_pointing = utils.get_pointing( self.unix, self.scan_period, - self.coord_center, - self.coord_throws, + self.pointing_center, + self.pointing_throws, self.scan_pattern, ) - if self.coord_frame == "ra_dec": - self.ra, self.dec = self.coords - - if self.coord_frame == "az_el": - self.az, self.el = self.coords - - if self.coord_frame == "dx_dy": - self.dx, self.dy = self.coords + if self.pointing_frame == "ra_dec": + self.ra, self.dec = time_ordered_pointing + elif self.pointing_frame == "az_el": + self.az, self.el = time_ordered_pointing + elif self.pointing_frame == "dx_dy": + self.dx, self.dy = time_ordered_pointing class Site: @@ -223,13 +227,13 @@ def __init__(self, **kwargs): if not self.region in regions.index.values: raise InvalidRegionError(self.region) - if self.longitude is not None: + if self.longitude is None: self.longitude = regions.loc[self.region].longitude - if self.latitude is not None: + if self.latitude is None: self.latitude = regions.loc[self.region].latitude - if self.altitude is not None: + if self.altitude is None: self.altitude = regions.loc[self.region].altitude diff --git a/maria/sky.py b/maria/sky.py index dae16d9..68fecaa 100644 --- a/maria/sky.py +++ b/maria/sky.py @@ -16,138 +16,118 @@ here, this_filename = os.path.split(__file__) -from . import simulations +from . import base - -class SkySimulation(simulations.BaseSimulation): +class BaseSkySimulation(base.BaseSimulation): """ This simulates scanning over celestial sources. """ - def __init__(self, array, pointing, site, map_file, **kwargs): + def __init__(self, array, pointing, site, **kwargs): super().__init__(array, pointing, site) - self.AZIM, self.ELEV = utils.from_xy( - self.array.offset_x.values[:, None], - self.array.offset_y.values[:, None], + AZIM, ELEV = utils.from_xy( + self.array.offset_x[:, None], + self.array.offset_y[:, None], self.pointing.az, self.pointing.el, ) self.RA, self.DEC = self.coordinator.transform( self.pointing.unix, - self.AZIM, - self.ELEV, + AZIM, ELEV, in_frame="az_el", out_frame="ra_dec", ) self.X, self.Y = utils.to_xy(self.RA, self.DEC, self.RA.mean(), self.DEC.mean()) - - self.map_file = map_file - - def run(self, **kwargs): - - # get the CMB - if self.add_cmb: - self._get_CMBPS() - - # Get the astronomical signal - self._get_skyconfig(**kwargs) - self._get_sky() - self._savesky() - - - def _get_CMBPS(self): - import camb - pars = camb.CAMBparams() - pars.set_cosmology(H0=67.5, ombh2=0.022, omch2=0.122, mnu=0.06, omk=0, tau=0.06) - pars.InitPower.set_params(As=2e-9, ns=0.965, r=0) - - # correct mode would l=129600 for 5" - pars.set_for_lmax(5000, lens_potential_accuracy=0) +class MapSimulation(BaseSkySimulation): + """ + This simulates scanning over celestial sources. + """ + def __init__(self, + array, + pointing, + site, + map_file, + **kwargs): - results = camb.get_results(pars) - powers = results.get_cmb_power_spectra(pars, CMB_unit="K")["total"][:, 0] + super().__init__(array, pointing, site, **kwargs) - self.CMB_PS = np.empty((len(np.unique(self.array.bands)), len(powers))) - for i in range(len(np.unique(self.array.bands))): - self.CMB_PS[i] = powers + self.map_file = map_file + hudl = fits.open(self.map_file) + map_image = hudl[0].data + *_, map_nx, map_ny = map_image.shape + map_image = map_image.reshape(-1, map_nx, map_ny) - def _cmb_imager(self, bandnumber=0): + DEFAULT_MAP_CENTER = (self.RA.mean(), self.DEC.mean()) + DEFAULT_MAP_RES = 1 / np.maximum(map_nx, map_ny) # map is a degree wide by default - import pymaster as nmt + map_center = kwargs.get("map_center", DEFAULT_MAP_CENTER) + map_res = kwargs.get("map_res", DEFAULT_MAP_RES) + map_units = kwargs.get("units", 'KRJ') + inbright = kwargs.get("inbright", None) + + map_header = hudl[0].header + map_header['HISTORY'] = 'History_WeOBSERVE 1' + map_header[''] = 'Changed CDELT1 and CDELT2' + map_header['CDELT1'] = map_res + map_header['CDELT2'] = map_res + map_header[''] = 'Changed units to ' + map_units + + self.map_data = {"images": map_image, + "shape": map_image.shape, + "header": map_header, + "center": map_center, + "res": map_res, + "inbright": inbright, + "units": map_units, + } + + if self.map_data["inbright"] is not None: + self.map_data["images"] *= self.map_data["inbright"] / np.nanmax(self.map_data["images"]) + self.map_data["header"][""] = "Amplitude is rescaled." - nx, ny = self.im[0].shape - Lx = nx * np.deg2rad(self.sky_data["incell"]) - Ly = ny * np.deg2rad(self.sky_data["incell"]) + def run(self, **kwargs): - self.CMB_map = nmt.synfast_flat( - nx, - ny, - Lx, - Ly, - np.array([self.CMB_PS[bandnumber]]), - [0], - beam=None, - seed=self.pointing.seed, - )[0] + self.sample_maps() + self.temperature = self.map_samples[0] - self.CMB_map += utils.Tcmb - self.CMB_map *= utils.KcmbToKbright(np.unique(self.array.bands)[bandnumber]) - - def _get_skyconfig(self, **kwargs): - - hudl = fits.open(self.file_name) - self.im = hudl[0].data - self.he = hudl[0].header - - if len(self.im.shape) == 4: - self.im = self.im[0] - elif len(self.im.shape) == 2: - self.im = self.im.reshape(1,self.im.shape[0], self.im.shape[1]) - - self.sky_data = { - "inbright": kwargs.get("inbright", None), # assuming something: Jy/pix? - "incell": kwargs.get("incell", self.he["CDELT1"]), # assuming units in degree - "units": kwargs.get("units", 'KRJ'), # Kelvin Rayleigh Jeans (KRJ) or Jy/pixel - } - - #updating header info - self.he['HISTORY'] = 'History_WeOBSERVE 1' - self.he[''] = 'Changed CDELT1 and CDELT2' - self.he['CDELT1'] = self.sky_data['incell'] - self.he['CDELT2'] = self.sky_data['incell'] - self.he[''] = 'Changed units to ' + self.sky_data['units'] - - if self.sky_data["inbright"] != None: - self.im = self.im / np.nanmax(self.im) * self.sky_data["inbright"] - self.he[''] = 'Amplitude is rescaled.' - def _get_sky( - self, - ): + def sample_maps(self): - map_res = np.radians(self.sky_data["incell"]) - map_nx, map_ny = self.im[0].shape + map_res = np.radians(self.map_data["res"]) + n_maps, map_nx, map_ny = self.map_data["shape"] + map_x = map_res * map_nx * np.linspace(-0.5, 0.5, map_nx) map_y = map_res * map_ny * np.linspace(-0.5, 0.5, map_ny) map_X, map_Y = np.meshgrid(map_x, map_y, indexing="ij") - map_x_bins = np.arange(map_X.min(), map_X.max(), 8 * map_res) - map_y_bins = np.arange(map_Y.min(), map_Y.max(), 8 * map_res) + # map_x_bins = np.arange(map_X.min(), map_X.max(), 8 * map_res) + # map_y_bins = np.arange(map_Y.min(), map_Y.max(), 8 * map_res) - self.truesky = np.empty((len(np.unique(self.array.bands)),len(map_x_bins)-1,len(map_y_bins)-1)) - self.noisemap = np.empty((len(np.unique(self.array.bands)),len(map_x_bins)-1,len(map_y_bins)-1)) - self.filteredmap = np.empty((len(np.unique(self.array.bands)),len(map_x_bins)-1,len(map_y_bins)-1)) - self.mockobs = np.empty((len(np.unique(self.array.bands)),len(map_x_bins)-1,len(map_y_bins)-1)) + # self.truesky = np.empty((len(np.unique(self.array.band)),len(map_x_bins)-1,len(map_y_bins)-1)) + # self.noisemap = np.empty((len(np.unique(self.array.band)),len(map_x_bins)-1,len(map_y_bins)-1)) + # self.filteredmap = np.empty((len(np.unique(self.array.band)),len(map_x_bins)-1,len(map_y_bins)-1)) + # self.mockobs = np.empty((len(np.unique(self.array.band)),len(map_x_bins)-1,len(map_y_bins)-1)) # should mask the correct detectors... - for iub, band in enumerate(self.array.ubands): - mask = self.array.band == band - self._make_sky(self.X, self.Y, map_y, map_X, map_Y, map_x_bins, map_y_bins, iub, mask) + + self.map_samples = np.zeros((0, *self.X.shape)) + + for i_map in range(n_maps): + + _map_samples = sp.interpolate.RegularGridInterpolator( + (map_x, map_y), self.map_data["images"][i_map], bounds_error=False, fill_value=0)((self.X, self.Y)) + self.map_samples = np.r_[self.map_samples, _map_samples[None]] + + + + # for iub, band in enumerate(self.array.ubands): + # mask = self.array.band == band + # self._make_sky(self.X, self.Y, map_y, map_X, map_Y, map_x_bins, map_y_bins, iub, mask) def _make_sky( self, @@ -160,19 +140,18 @@ def _make_sky( x_bins, y_bins, i, - mask ): - if self.im.shape[0] == 1: + if self.map_data.shape[0] == 1: idx = 0 else: idx = i if self.sky_data['units'] == 'Jy/pixel': - self.im[idx] = self.im[idx]/utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + self.map_data[idx] = self.map_data[idx]/utils.KbrightToJyPix(np.unique(self.array.band_center)[i], self.sky_data['incell'], self.sky_data['incell']) self.map_data = sp.interpolate.RegularGridInterpolator( - (map_x, map_y), self.im[idx], bounds_error=False, fill_value=0 + (map_x, map_y), self.map_data[idx], bounds_error=False, fill_value=0 )((lam_x, lam_y)) if self.add_cmb: @@ -189,7 +168,7 @@ def _make_sky( true_map = sp.stats.binned_statistic_2d( map_X.ravel(), map_Y.ravel(), - self.im[idx].ravel(), + self.map_data[idx].ravel(), statistic="mean", bins=(x_bins, y_bins), )[0] @@ -224,10 +203,10 @@ def _make_sky( self.mockobs[i] = total_map if self.sky_data['units'] == 'Jy/pixel': - self.truesky[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) - self.noisemap[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) - self.filteredmap[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) - self.mockobs[i] *= utils.KbrightToJyPix(np.unique(self.array.bands)[i], self.sky_data['incell'], self.sky_data['incell']) + self.truesky[i] *= utils.KbrightToJyPix(np.unique(self.array.band)[i], self.sky_data['incell'], self.sky_data['incell']) + self.noisemap[i] *= utils.KbrightToJyPix(np.unique(self.array.band)[i], self.sky_data['incell'], self.sky_data['incell']) + self.filteredmap[i] *= utils.KbrightToJyPix(np.unique(self.array.band)[i], self.sky_data['incell'], self.sky_data['incell']) + self.mockobs[i] *= utils.KbrightToJyPix(np.unique(self.array.band)[i], self.sky_data['incell'], self.sky_data['incell']) def _analysis(self): @@ -241,7 +220,7 @@ def _analysis(self): axes[0].set_xlabel("az (deg)"), axes[0].set_ylabel("el (deg)") axes[1].plot(np.degrees(self.lam.pointing.ra), np.degrees(self.lam.pointing.dec), lw=5e-1) axes[1].set_xlabel("ra (deg)"), axes[1].set_ylabel("dec (deg)") - plt.savefig(self.file_save + "/analyzes/scanpattern_" + self.file_name.replace(".fits", "").split("/")[-1] + ".png") + plt.savefig(self.file_save + "/analyzes/scanpattern_" + self.map_file.replace(".fits", "").split("/")[-1] + ".png") plt.close() # visualize powerspectrum @@ -253,7 +232,7 @@ def _analysis(self): plt.xlabel("l") plt.ylabel("PS") plt.legend() - plt.savefig(self.file_save + "/analyzes/Noise_ps_" + self.file_name.replace(".fits", "").split("/")[-1] + ".png") + plt.savefig(self.file_save + "/analyzes/Noise_ps_" + self.map_file.replace(".fits", "").split("/")[-1] + ".png") plt.close() @@ -280,5 +259,61 @@ def _analysis(self): total_ax.set_title("Synthetic Observation") fig.colorbar(total_plt, ax=total_ax, location="bottom", shrink=0.8) - plt.savefig(self.file_save + "/analyzes/maps_" + self.file_name.replace(".fits", "").split("/")[-1] + ".png") - plt.close() \ No newline at end of file + plt.savefig(self.file_save + "/analyzes/maps_" + self.map_file.replace(".fits", "").split("/")[-1] + ".png") + plt.close() + + + +class CMBSimulation(base.BaseSimulation): + """ + This simulates scanning over celestial sources. + """ + def __init__(self, array, pointing, site, map_file, add_cmb=False, **kwargs): + super().__init__(array, pointing, site) + + pass + + + + def _get_CMBPS(self): + + import camb + + pars = camb.CAMBparams() + pars.set_cosmology(H0=67.5, ombh2=0.022, omch2=0.122, mnu=0.06, omk=0, tau=0.06) + pars.InitPower.set_params(As=2e-9, ns=0.965, r=0) + + # correct mode would l=129600 for 5" + pars.set_for_lmax(5000, lens_potential_accuracy=0) + + results = camb.get_results(pars) + powers = results.get_cmb_power_spectra(pars, CMB_unit="K")["total"][:, 0] + + self.CMB_PS = np.empty((len(np.unique(self.array.band)), len(powers))) + for i in range(len(np.unique(self.array.band))): + self.CMB_PS[i] = powers + + + def _cmb_imager(self, bandnumber=0): + + import pymaster as nmt + + nx, ny = self.map_data[0].shape + Lx = nx * np.deg2rad(self.sky_data["incell"]) + Ly = ny * np.deg2rad(self.sky_data["incell"]) + + self.CMB_map = nmt.synfast_flat( + nx, + ny, + Lx, + Ly, + np.array([self.CMB_PS[bandnumber]]), + [0], + beam=None, + seed=self.pointing.seed, + )[0] + + self.CMB_map += utils.Tcmb + self.CMB_map *= utils.KcmbToKbright(np.unique(self.array.band_center)[bandnumber]) + + From 47cdd5ca0e12418772a166042f1a3e41df84371d Mon Sep 17 00:00:00 2001 From: Thomas Morris Date: Wed, 21 Jun 2023 10:15:11 -0400 Subject: [PATCH 4/5] added mapping notebook --- .gitignore | 4 +- docs/source/tutorials/mapping.ipynb | 1067 +++++++++++++++++++++++++++ 2 files changed, 1069 insertions(+), 2 deletions(-) create mode 100644 docs/source/tutorials/mapping.ipynb diff --git a/.gitignore b/.gitignore index d8ee5cc..2449b21 100644 --- a/.gitignore +++ b/.gitignore @@ -7,8 +7,8 @@ *.fits !maps/*.fits -*.ipynb -!docs/**.ipynb +# *.ipynb +# !docs/**.ipynb # Byte-compiled / optimized / DLL files __pycache__/ diff --git a/docs/source/tutorials/mapping.ipynb b/docs/source/tutorials/mapping.ipynb new file mode 100644 index 0000000..1e78114 --- /dev/null +++ b/docs/source/tutorials/mapping.ipynb @@ -0,0 +1,1067 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6970217f", + "metadata": {}, + "source": [ + "### Getting started" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "ee8a9126", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "import maria " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0127e8b2", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Computing weights: 100%|██████████████████████████████████████████████████████████████████████████████| 4/4 [00:00<00:00, 147.90it/s]\n" + ] + } + ], + "source": [ + "from maria import Simulation\n", + "\n", + "sim = Simulation(\n", + "\n", + " array = 'AtLAST',\n", + " pointing = 'DAISY_2deg',\n", + " site = 'APEX',\n", + " \n", + " altitude = 10000,\n", + " \n", + " integration_time = 600, # seconds\n", + " pointing_center = (4, 10.5), # degrees\n", + " pointing_frame = \"ra_dec\", # frame\n", + " pointing_throws = (1., 1.),\n", + "\n", + " atm_model = \"linear_angular\",\n", + " quantiles = {'column_water_vapor' : 0.5},\n", + "\n", + " map_file = \"../../../maps/tsz.fits\",\n", + " map_position = (4, 10.5),\n", + " map_units = 'Jy/pixel', # Kelvin Rayleigh Jeans (KRJ) or Jy/pixel \n", + " inbright = -5.37 * 1e3 * 0.000113, # In units of key units \n", + " incell = 0.5 / 1000, # degree\n", + "\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "be91a58b-680b-40c7-bf4c-5406d08f0392", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "10000" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sim.site.altitude" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "cf7c2261-fbb0-42ab-bc63-036e461acb01", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['__class__',\n", + " '__delattr__',\n", + " '__dict__',\n", + " '__dir__',\n", + " '__doc__',\n", + " '__eq__',\n", + " '__format__',\n", + " '__ge__',\n", + " '__getattribute__',\n", + " '__gt__',\n", + " '__hash__',\n", + " '__init__',\n", + " '__init_subclass__',\n", + " '__le__',\n", + " '__lt__',\n", + " '__module__',\n", + " '__ne__',\n", + " '__new__',\n", + " '__reduce__',\n", + " '__reduce_ex__',\n", + " '__repr__',\n", + " '__setattr__',\n", + " '__sizeof__',\n", + " '__str__',\n", + " '__subclasshook__',\n", + " '__weakref__',\n", + " 'altitude',\n", + " 'azdft_binned',\n", + " 'azdft_freq',\n", + " 'azdft_params',\n", + " 'boundary_layer_dissapation_rate',\n", + " 'boundary_layer_height',\n", + " 'cloud_cover',\n", + " 'column_ice_water',\n", + " 'column_liquid_water',\n", + " 'column_ozone',\n", + " 'column_rain_water',\n", + " 'column_snow_water',\n", + " 'column_water_vapor',\n", + " 'day_hour',\n", + " 'day_hour_edge_index',\n", + " 'day_hour_edge_points',\n", + " 'dew_point',\n", + " 'diurnal',\n", + " 'divergence',\n", + " 'eastward_gravity_wave_surface_stress',\n", + " 'eastward_turbulent_surface_stress',\n", + " 'eigenmodes',\n", + " 'generate',\n", + " 'geopotential',\n", + " 'high_cloud_cover',\n", + " 'ice_water',\n", + " 'k_index',\n", + " 'label_sources',\n", + " 'labels',\n", + " 'layer_index',\n", + " 'levels',\n", + " 'liquid_water',\n", + " 'low_cloud_cover',\n", + " 'medium_cloud_cover',\n", + " 'northward_gravity_wave_surface_stress',\n", + " 'northward_turbulent_surface_stress',\n", + " 'ozone',\n", + " 'potential_vorticity',\n", + " 'precipitation_fraction',\n", + " 'pressure',\n", + " 'pressure_levels',\n", + " 'profile_variables',\n", + " 'q',\n", + " 'quantiles',\n", + " 'rain_precipitation_rate',\n", + " 'rain_water',\n", + " 'region',\n", + " 'relative_humidity',\n", + " 'relative_vorticity',\n", + " 'seasonal',\n", + " 'single_variables',\n", + " 'snow_precipitation_rate',\n", + " 'snow_water',\n", + " 'surface_dew_point',\n", + " 'surface_pressure',\n", + " 'surface_relative_humidity',\n", + " 'surface_temperature',\n", + " 'surface_water_vapor',\n", + " 'surface_wind_bearing',\n", + " 'surface_wind_east',\n", + " 'surface_wind_north',\n", + " 'surface_wind_speed',\n", + " 'temperature',\n", + " 'time',\n", + " 'total_cloud_cover',\n", + " 'varcdf',\n", + " 'variable_labels',\n", + " 'water_vapor',\n", + " 'wind_bearing',\n", + " 'wind_east',\n", + " 'wind_north',\n", + " 'wind_speed',\n", + " 'wind_vert',\n", + " 'year_day',\n", + " 'year_day_edge_index',\n", + " 'year_day_edge_points',\n", + " 'z']" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dir(sim.atm_sim.weather)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "d5b66220-0e7f-4882-bb8b-3735f2600eba", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Generating layers: 100%|██████████████████████████████████████████████████████████████████████| 3105/3105 [00:00<00:00, 34708.66it/s]\n", + "Sampling layers: 100%|█████████████████████████████████████████████████████████████████████████████████| 4/4 [01:04<00:00, 16.20s/it]\n" + ] + } + ], + "source": [ + "tod = sim.run()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0eb9dd87", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + "KeyboardInterrupt\n", + "\n" + ] + } + ], + "source": [ + "\n", + "tods = []\n", + "\n", + "for i in range(4):\n", + "\n", + " tod = sim.run()\n", + " \n", + " tods.append(tod)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "de152ec3", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tom/Desktop/maria/maria/mappers.py:115: RuntimeWarning: invalid value encountered in divide\n", + " self.maps[band] = self.map_sums[band] / self.map_cnts[band]\n" + ] + } + ], + "source": [ + "from maria import mappers\n", + "\n", + "mapper = mappers.RawBinMapper(resolution=np.radians(0.1/60))\n", + "\n", + "mapper.add_tods(tod)\n", + "\n", + "mapper.run()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "5c5fc2b0-972b-4fa7-827f-e2f299744dc4", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/8f/94fgpf0x5sv7zkd75r4sr50r0000gr/T/ipykernel_34010/1659334568.py:1: RuntimeWarning: invalid value encountered in divide\n", + " plt.imshow(mapper.map_sums[\"f145\"] / mapper.map_cnts[\"f145\"])\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(mapper.map_sums[\"f145\"] / mapper.map_cnts[\"f145\"])\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d4b00bb3-a868-4ce2-9097-0cef3f7693d5", + "metadata": {}, + "outputs": [], + "source": [ + "#sim.array.band_width" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d311fef8-4971-46e9-89c4-3ddec20ff344", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(sim.map_sim.map_data[\"images\"][0])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e08d5c8c-be7b-451c-b4cc-600e48e82f77", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "cad01c86-9a54-4070-80d5-59fd050222d9", + "metadata": {}, + "outputs": [], + "source": [ + "tod = sim.run()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f60a2cd5-be2a-4276-b469-764261a368c6", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "04973fa9-33fe-4d9f-8341-3e33462d8f9d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(sim.map_sim.map_samples[0,0])" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "9f306a2d-30e5-44ad-b657-3b99aa821a8c", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'MapSimulation' object has no attribute 'AZ'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn [72], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(\u001b[43msim\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmap_sim\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mAZ\u001b[49m[\u001b[38;5;241m0\u001b[39m], sim\u001b[38;5;241m.\u001b[39mmap_sim\u001b[38;5;241m.\u001b[39mEL[\u001b[38;5;241m0\u001b[39m])\n", + "\u001b[0;31mAttributeError\u001b[0m: 'MapSimulation' object has no attribute 'AZ'" + ] + } + ], + "source": [ + "plt.plot(sim.map_sim.AZ[0], sim.map_sim.EL[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "233ceebf-1ec7-4161-ac55-7766e9c522c7", + "metadata": {}, + "outputs": [], + "source": [ + "map_file = \"../../../maps/tsz.fits\"\n", + "\n", + "from astropy.io import fits\n", + "hudl = fits.open(map_file)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "f7c39e7d-0cac-49ce-afbc-07cc2b17443a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SIMPLE = T / conforms to FITS standard \n", + "BITPIX = -64 / array data type \n", + "NAXIS = 2 / number of array dimensions \n", + "NAXIS1 = 1000 \n", + "NAXIS2 = 1000 \n", + "EXTEND = T \n", + "EXTNAME = 'SZY ' / extension name \n", + "BTYPE = 'szy ' \n", + "BUNIT = 'dimensionless' \n", + "LUNIT = 1.0 / [kpc] \n", + "TUNIT = 3.0856E+16 / [s] \n", + "MUNIT = 10002937715.45355 / [Msun] \n", + "VUNIT = 100000.0 / [cm/s] \n", + "BFUNIT = 2.60200395757170E-06 / [G] \n", + "TIME = 1.637937452111822 \n", + "WCSAXES = 2 \n", + "CRPIX1 = 500.5 \n", + "CRPIX2 = 500.5 \n", + "CDELT1 = 5.0 \n", + "CDELT2 = 5.0 \n", + "CUNIT1 = 'kpc ' \n", + "CUNIT2 = 'kpc ' \n", + "CTYPE1 = 'LINEAR ' \n", + "CTYPE2 = 'LINEAR ' \n", + "CRVAL1 = 19354.786801842 \n", + "CRVAL2 = 19998.628035675 \n", + "LATPOLE = 90.0 \n", + "WCSNAME = 'yt ' \n", + "MJDREF = 0.0 " + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "hudl[0].header" + ] + }, + { + "cell_type": "markdown", + "id": "6dfa512c", + "metadata": {}, + "source": [ + "In order to construct a model, we need some ingredients.\n", + "\n", + "The first ingredient is the array, which entirely defines the telescope. The Array object contains all the information about detector offsets, baselines, frequencies, and more, as well as apertures and observational constraints on the instrument.\n", + "\n", + "We can load one of `maria`'s predefined arrays ([MUSTANG-2](https://greenbankobservatory.org/science/gbt-observers/mustang-2/)) " + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "8e3b0f75", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "''" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m2 = maria.get_array(\"MUSTANG-2\")\n", + "m2.description" + ] + }, + { + "cell_type": "markdown", + "id": "7b20ed7c", + "metadata": {}, + "source": [ + "and plot the detector offsets:" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "6a3e2506", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYUAAAF2CAYAAACBJYT/AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAABAf0lEQVR4nO3deXxM9/7H8fdk30MkgoqsbS0hTRElV1EqWleli962D6W2qtqJqra2UlFXw6Uu5SoX7a9uF3rv5VouailiS6gShJD8IpEIEpFV8v39kZ9hZDFzljmfM/m8Ho95PJrJzJlnRjrfzMz5zDEIIQQ4juM4DoCd1gCO4ziOTrwocBzHccZ4UeA4juOM8aLAcRzHGeNFgeM4jjPGiwLHcRxnjBcFjuM4zpiD1gCtq6ysxNWrV+Hp6QmDwaA1h+M4TnZCCNy+fRvNmjWDnZ1lf/vX+0Xh6tWrCAgI0JrBcRyneBkZGWjevLlF16n3i4KnpyeAqjvPy8tLYw3HcZz8CgoKEBAQYHx8s6R6vyjce8nIy8uLFwWO42wqKS+J8xvNHMdxnDFeFDiO4zhjvChwHMdxxur9ewocR6GKigqUl5drzeB0kqOjI+zt7VXZNi8KHKdhQghkZ2fj1q1bWlM4ndWgQQM0adJE8fkqXhQ4TsPuLQiNGzeGm5sbD1Byj0wIgaKiIuTk5AAAmjZtquj2eVHgOCsmhDA+8FdUVBgXhEaNGmks4/SUq6srACAnJweNGzdW9KUkXhQ4TuUKS+9i4fZz+O/ZayivEHC0N6BXK3+M6x4EAHBzc9MWyOmye7835eXlvChwnF4qLL2LV/76K1JzClH5wNHQ1x26jAtX8/DRs778khEnKbV+b3iXVI5TsYXbz1VbEACgUgBXbhShoPiuNjCOqyVeFDhOxf579lq1BeFeQgAl5RXWBXHcI+JFgeNUSgiB8opaVoR7l/n/y3EclXhR4DiVMhgMcLSv+3VfA5R7bdhai8vt27cxYcIEBAYGwtXVFV26dMHRo0dNLjNr1iy0bNkS7u7uaNiwIXr16oXExMRHbjs7Oxvjx49HWFgYXFxc4O/vj+joaCxfvhxFRUXGywUFBWHx4sXVrj9r1iw89dRTcn/Eeh2/0cxxKtarlT/WHbpc40tIBgPg4ihvr5Ha9myKi3kSHs7q/O89fPhwnD59GuvXr0ezZs2wYcMG9OrVC2fOnMFjjz0GAHjiiSfw5ZdfIiQkBMXFxVi0aBF69+6N1NRU+Pn51bjdS5cuITo6Gg0aNMC8efPQtm1bODs747fffsPKlSvx2GOP4aWXXlLlZ+Lup/tnCvHx8ejYsSM8PT3RuHFjxMbG4ty5c1qzOA4AEBfzJMIae8DuoScDdgYg0McNXq7SH7jv7dm07tBl/O/NYlwrKMH/3izGukOX8cpff0VhqfJvYhcXF+PHH3/EggUL8OyzzyIsLAyzZs1CWFgYli9fbrzcW2+9hV69eiEkJARt2rRBQkICCgoKcOrUqVq3/f7778PBwQHHjh3D66+/jlatWiEkJAT9+/fHli1b0K9fP4u9BoOh2ikoKKjWywcFBWHu3LkYNGgQPDw8EBgYiH/+85/Izc1F//794eHhgXbt2uHYsWMm1ztw4AC6du0KV1dXBAQEYNy4cbhz547x++vXr0eHDh3g6emJJk2a4K233jIOnwHAL7/8AoPBgF27dqFDhw5wc3NDly5dNHks0/2isHfvXowePRqHDx/Gzp07UV5ejt69e5v8g3Cc3KS+NOPh7ICf3o/G4M5BaN7QFU28XNC8oSsGdw7Ckreehp3El46EEHXu2ZSaU4gvtiv/gHL37l1UVFTAxcXF5HxXV1ccOHCgxuuUlZVh5cqV8Pb2RkRERI2XycvLw44dOzB69Gi4u7vXeBkpL7NlZWUZT6mpqQgLC8Ozzz5b53UWLVqE6OhoJCUloW/fvnj77bcxaNAgDBw4ECdOnEBoaCgGDRpk/J24ePEi+vTpg1dffRWnTp3Cxo0bceDAAYwZM8a4zfLycsyZMwcnT57E5s2bcfnyZbzzzjvVbvvjjz/GF198gWPHjsHBwQFDhw61+GeWnbCxcnJyBACxd+9esy6fn58vAIj8/HyVZZzeul1SLmb+fFpEz98loj77r4iev0vM/Pm0uF1SLnmblZWVxv8uLi4WZ86cEcXFxWZd925Fpci8WSTOXs0XZ67mi6jPdorAqf+u9RQ9f5dkZ1117txZdOvWTWRmZoq7d++K9evXCzs7O/HEE0+YXO5f//qXcHd3FwaDQTRr1kwcOXKk1m0ePnxYABA//fSTyfmNGjUS7u7uwt3dXXzwwQfG8wMDA4WTk5Pxe/dOjo6OIiIiotr2Kysrxcsvvyzat28vioqKanUEBgaKgQMHGr/OysoSAMT06dON5x06dEgAEFlZWUIIIYYNGybeffddk+3s379f2NnZ1fpve/ToUQFA3L59WwghxJ49ewQA8d///td4mS1btggAtW6jrt8fOY9run+m8HD5+fkAAB8fnxq/X1paioKCApMTxz2cWi/NSH1TuaJS4GJuIfIKS1FWUYmyuxWP3LPpboVQ5c3n9evXQwiBxx57DM7OzliyZAnefPPNageI79GjB5KTk3Hw4EH06dMHr7/+uslLJuZ05MgRJCcno02bNigtLTX53pQpU5CcnGxyeu+992rczkcffYRDhw7h559/Nn5ERG21a9fO+N/+/v4AgLZt21Y7797PcvLkSaxduxYeHh7GU0xMDCorK5GWlgYAOH78OPr164cWLVrA09MT3bp1AwCkp6fXetv3PtPI0vtMbja1KFRWVmLChAmIjo5GeHh4jZeJj4+Ht7e38RQQEGBlJaeHtHhppq6uFZSgtLwC9zgGgwEOD79R8VAO9gZVpl5DQ0Oxd+9eFBYWIiMjA0eOHEF5eTlCQkJMLufu7o6wsDA888wzWL16NRwcHLB69eoatxkWFgaDwVDtNfSQkBCEhYXV+EDu6+uLsLAwk1NNfwxu2LABixYtwqZNm4xvhNeVo6Oj8b/v3X81nVdZWQkAKCwsxMiRI00Wp5MnT+LChQsIDQ3FnTt3EBMTAy8vL3zzzTc4evQoNm3aBKDqpbVH3fa927FWNrUojB49GqdPn8Z3331X62WmTZuG/Px84ykjI8OKQk4v1TV0VimAnWevWdVTUFyOhzlRwT7V3sC+l50BeL6Vv6omd3d3NG3aFDdv3sT27dvRv3//Oi9fWVlZ7a/9ezVq1AjPP/88vvzyS0XfDzx06BCGDx+Or776Cs8884xi232wp59+GmfOnKm2QIWFhcHJyQkpKSnIy8vD/Pnz0bVrV7Rs2dLqf/1bks0sCmPGjMG///1v7NmzB82bN6/1cs7OzvDy8jI5cdyDCTOGztR6aaY2T023NPCZFmje0K3GPZvCGntgcsyTqni2b9+Obdu2IS0tDTt37kSPHj3QsmVLDBkyBABw584dfPTRRzh8+DCuXLmC48ePY+jQocjMzMSAAQNq3e5f//pX3L17Fx06dMDGjRtx9uxZnDt3Dhs2bEBKSorFH/qWnZ2Nl19+GW+88QZiYmKQnZ2N7Oxs5Obmyvr5H27q1Kk4ePAgxowZg+TkZFy4cAE///yz8Y3mFi1awMnJCUuXLsWlS5fwz3/+E3PmzFHUoGS6XxSEEBgzZgw2bdqE3bt3Izg4WGsSp/PMGTpT66WZ2jw13ZKbkwMWvNYWL7ZtCn8vZ5M9m356P1q1OYX8/HyMHj0aLVu2xKBBg/CHP/wB27dvN770YW9vj5SUFLz66qt44okn0K9fP+Tl5WH//v1o06ZNrdsNDQ1FUlISevXqhWnTpiEiIgIdOnTA0qVLERcXZ/EDaUpKCq5du4a///3vaNq0qfHUsWNHWT//w7Vr1w579+7F+fPn0bVrV0RGRmLGjBlo1qwZAMDPzw9r167F999/j9atW2P+/PlYuHChogYlMwhr/bmjUu+//z6+/fZb/Pzzz3jyyft/GXl7ez/yDSUAKCgogLe3N/Lz8/lZA2ds1j9/r3XozM4ADO4chJkv1f4AZ04lJSVIS0tDcHBwtV08H+7qrWLkFZbW+IzBAKCRhzOaervwJ67Wo+r6/ZHzuKb7ZwrLly9Hfn4+unfvbvLXwMaNG7WmcTqurqEzNV+aqS1/Lxc4O9pXe8ZgAODsaA9/L14QOGXS/cdc6PyJDmeFxANHOzO3e0NnX2w/h51nr+FuhYCDvQHPt/LHZBkfISHFAgD2dgaE+nngWkGJ8U1nAwAvV0f4e7nA/hF7Iilp4Ww73S8KHFdTSnwmkIezA2a+1AYzX2oj6wG0NsvY7oEWbcfezoBmDVzRrIGrZE9FpVB0YeFsL14UOJurrqOdHbx4XdKbsHIWhEcdeU1KUheEi7mFJvMOAJBXWIrC0rsI9fPghYHT/3sKHPdwlAbP6rKk5RWhoLjcasNJDw/A3UsAKC2vwLWCEqs4OGVS6/eGnylwNpc5g2dy9xxSwpJTWIFrt8tw9epV+Pn5wcnJSdXX+G8V3Kn1gUQAuFVwFz4u/EyBekIIlJWVITc3F3Z2dnByclJ0+7wocDaVJYNnar/J+ijLXQEsP34bXwX54erVq6paACA7vwQVta1QqHrPwnCn7l1jOTq5ubmhRYsW1T5zSm68KHA2FaXBM3Msd+4CgYGBxo+kVrOPVx2u8yUify8XfDuilaoGTpns7e3h4OCgyu8xLwqczVXX0c6s8ZlAlloMBgMcHR1NPgxNjdoF+tVp6d3W75FDdJztx280czYXpcEztnB6S/cfcyE3/pgLusmdDVBy8IySRY6HkoVTLzmPa7wo8KJAKjUORC/nAZSKRQ0PJQunbLwoyIgXBTrVNuh17+UNNT/5k7KFmoeShau5ev2BeJztpJehMy2OvEbJQ8nCKR8vChyZKB3tjJKFmoeShVM+XhQ4ElE62hklCzUPJQunTrwocCTS29CZtY+8RsVDycKpEy8KHJl6tfLX9ED0VC3UPJQsnPLxosCpkpSXD9QartK7RS0PJYscD6dsvEsq75KqWErsu67UcJWtWZTyULIo6eFM4zkFGfGioExq7LsuZ+jMli1SPZQsano4nlPgCKTGvutS36y0dYtUDyWLmh5OXrwocIpEad91ttC3UPRwVfGiwMmO0r7rbKFvoejh7seLAic7Svuus4W+haKHux8vCpwiUdp3nS30LRQ9XFW8KHCKROkALmyhb6Ho4ariXVJ5l1STKB1Mhi3KeyhZ1PDwAX+q4jkFGfGiQOtgMmyxnoeSRY6HB+Cqx4uCjOr7okBpgIgt+vCwhX48vMZJjtIAEVv04WGLbceLQj2P0gARW/ThYYttx4tCPY7SABFb9OFhi+3Hi0I9jtIAEVv04WGL7ceLQj2P0gARW/ThYYttx4tCPY/SABFb9OFhi23Hu6TayC6plAaI5HjYYj0PJYscDyULlXhOQUZ6XhQoDRCp4WGL8h5KFjU8lCxaxouCjPS6KFAb2qHkYQt9CzUPJYsS8fBaPYza0A4lD1voW6h5KFm0jhcFnUZtaIeShy30LdQ8lCxax4uCDqM2tEPJwxb6FmoeShYK8aKgw6gN7VDysIW+hZqHkoVCvCjoNGpDO5Q8bKFvoeahZNE6XhR0GrWhHUoettC3UPNQsmgd75JKYJdUWxnaseXhKkoWOR5KFjU8tmKRG88pyEirRcHWh3ZsYbiKkkUNDyWLHI+tW6TEi4KMtFgUKA3KsIW+hZqHLfQtPLymsygNyrCFvoWahy30LXLiRUGDKA3KsIW+hZqHLfQtcuJFwcpRGpRhC30LNQ9b6FvkxouClaM0KMMW+hZqHrbQt8iNFwUNojQowxb6FmoettC3yIkXBRlJfSqoxqAMJYtUD1us66Fkkephi/JJ3iW1vLwc2dnZKCoqgp+fH3x8fJS2WSVLd91Saj9kJQZlKFmU8rBFXQ8li1IetlTPanMKt2/fxoYNG/Ddd9/hyJEjKCsrMw55NG/eHL1798a7776Ljh07WoTQMkvuPLX2Q5YyKEPJopaHLcp6KFnU8rClKqvMKSQkJCAoKAhr1qxBr169sHnzZiQnJ+P8+fM4dOgQZs6cibt376J3797o06cPLly4YBFED6m1H7KUXxxKFrU8bFHWQ8miloct8jN7UTh69Cj27duHI0eOYPr06YiJiUHbtm0RFhaGqKgoDB06FGvWrEF2djZiY2Oxf/9+Nd2aRGk/ZEoWah620LdQ87DlfmYvCv/zP/+DNm3aPPJyzs7OeO+99zB06FBZMHPbt28f+vXrh2bNmsFgMGDz5s2q3A6l/ZApWah52ELfQs3DFtMk7X1UXFyMoqIi49dXrlzB4sWLsX37dsVg5nbnzh1ERERg2bJlqt4Opf2QKVmoedhC30LNwxbTJC0K/fv3x7p16wAAt27dQqdOnfDFF18gNjYWy5cvVxT4qF544QXMnTsXL7/8suq3RWk/ZEoWah620LdQ87DlgduQcqUTJ06ga9euAIAffvgB/v7+uHLlCtatW4clS5YoClS60tJSFBQUmJzMjdKBOChZqHnYQt9CzcOW+0maU3Bzc0NKSgpatGiB119/HW3atMHMmTORkZGBJ5980uSlJWtmMBiwadMmxMbG1nqZWbNmYfbs2dXOt2ROgcpBSihZ1PCwRXkPJYsaHrZUZfXjKbRr1w7Dhw/Hyy+/jPDwcGzbtg2dO3fG8ePH0bdvX2RnZ1u6SUUyZ1EoLS1FaWmp8euCggIEBARIuvMoHaSEkkWOhy3W81CyyPGwpXpWXxR++OEHvPXWW6ioqEDPnj2xY8cOAEB8fDz27duH//znP5ZuUpHMWRQejg+ywxbqFmoettC3WP0gO6+99hrS09Nx7NgxbNu2zXh+z549sWjRIimbrFdpPZzCFn1ZqHnYQt8iJ8kfiNekSRNERkbCzu7+JqKiotCyZUtFYOZWWFiI5ORkJCcnAwDS0tKQnJyM9PR0qzosSevhFLboy0LNwxb6FjlJXhT279+PgQMHonPnzsjMzAQArF+/HgcOHFAMZ07Hjh1DZGQkIiMjAQCTJk1CZGQkZsyYYVWHuVEYTmGLfizUPGyhb5GbpEXhxx9/RExMDFxdXZGUlGR84zY/Px/z5s1TFPiounfvDiFEtdPatWut6jA3CsMpbNGPhZqHLfQtcpO0KMydOxcrVqzAqlWr4OjoaDw/OjoaJ06cUAxnq2k9nMIWfVmoedhC3yInSYvCuXPn8Oyzz1Y739vbG7du3ZJrsvm0Hk5hi74s1DxsoW+Rk6RdUkNCQrBy5Ur06tULnp6eOHnyJEJCQrBu3TrMnz8fZ86cUcOqSnJ23eJBGeU9bLGeh5JFjoct1bP6nEJ8fDw2bNiAr7/+Gs8//zy2bt2KK1euYOLEiZg+fTrGjh1r6SY1S6sjrz2Y3gdl1PKwRXkPJYsaHrZUZfVFQQiBefPmIT4+3viRFs7OzoiLi8OcOXMs3ZymUTjympQoWah52ELfQs1jaxarD69lZGRg2rRpuHHjBk6fPo3Dhw8jNzcXn376Ken5ALlRGk6hZKHmYQt9CzUPW+4naVEIDg7G9evX4eTkhNatWyMqKgoeHh64ceMGgoODlTaSidJwCiULNQ9b6FuoedhyP0mLQm2vOBUWFsLFxUUWiGqUhlMoWah52ELfQs3DFtMsepFs0qRJAKoGNWbMmAE3Nzfj9yoqKpCYmIinnnpKUSCVKA2nULJQ87CFvoWahy2mWfRMISkpCUlJSRBC4LfffjN+nZSUhJSUFERERJCdJFYiSsMplCzUPGyhb6HmYcv9JO19NGTIEPzlL3+x2kdNqxnvfWR7HrbQt1Dz2JrF6ruk2lJS5hQoDKdQs6jhYYvyHkoWNTxsqcrqi8Knn35a5/epfkJpTWk50WwrgzJKethiPQ8lixwPW6pn9UXh3sdU36u8vBxpaWlwcHBAaGiorj4Uj4+8xhbqFmoettC3WH147cE3mJOSknD69GlkZWWhZ8+emDhxopRN1qu0Hk5hi74s1DxsoW+Rk+SD7Dycl5cXZs+ejenTpyu1SZtN6+EUtujLQs3DFvoWOSm2KABVB9nJz89XcpM2F4XhFLbox0LNwxb6FrlJeoFryZIlJl8LIZCVlYX169fjhRdeUARmq1EYTmGLfizUPGyhb5GbpGcKixYtMjktWbIEv/zyCwYPHoyvvvpKaaPNpfVwClv0ZaHmYQt9i5wkPVNIS0tT2qHLpO62FhfzJA5evF7rXgpSjtBEySLVwxbreihZpHrYonw8vKbRQXaUGJShZFHKwxZ1PZQsSnnYUj1NJpp37dqFXbt2IScnB5WVlSbf+/rrr6VsUpMofMyFlL8EKFnU8rBFWQ8li1oetlRl9TmF2bNno3fv3ti1axeuX7+OmzdvmpxsNbX2Q5byi0PJopaHLcp6KFnU8rBFfpIWhRUrVmDt2rVITEzE5s2bsWnTJpOTrUZpP2RKFmoettC3UPOw5X6SFoWysjJ06dJFaQvpKO2HTMlCzcMW+hZqHraYJmlRGD58OL799lulLaSjtB8yJQs1D1voW6h52GKapEWhpKQECQkJ6NatG8aOHYtJkyaZnGw1SvshU7JQ87CFvoWahy0P3IaUK506dQpPPfUU7OzscPr0aZMPx0tOTlaYSKe4mCcR1tij2j+Y3P2Q9W6h5mELfQs1D1vux3MKfJAdRSxqeNiivIeSRQ0PW6riI6/JiA+yQ+fAIGyxroeSRY6HLdWzyqIwadIkzJkzB+7u7o983yAhIcEihJbxQXbYQt1CzcMW+harDK8lJSWhvLzc+N+1nWz5PQWl0no4hS36slDzsIW+RU5mLwp79uxBgwYNjP9d22n37t1qWW0mrYdT2KIvCzUPW+hb5CT5uUxJSQlOnTpV7bOPDAYD+vXrpwjOFrNkOEXt/aLZQt9CzcMW+ha5SVoUtm3bhrfffht5eXnVvmcwGFBRUSEbZqtRGE5hi34s1DxsoW+Rm6Q5hbFjx+L1119HVlYWKisrTU68IDw6rYdT2KIvCzUPW+hb5CRpUbh27RomTZoEf399/JDU0no4hS36slDzsIW+RU6S5hSGDh2K6OhoDBs2TA2TVdNyTsFWBmWU9LDFeh5KFjketlTP6sNrRUVFGDBgAPz8/NC2bVs4OjqafH/cuHGWblKztDry2oPpfVBGLQ9blPdQsqjhYUtVVl8UVq9ejffeew8uLi5o1KiRyQ9uMBhw6dIlSzepWRSOvCYlShZqHrbQt1Dz2JrF6kde+/jjjzF79mzk5+fj8uXLSEtLM570tCBYGqXhFEoWah620LdQ87DlfpIPsvOnP/0JdnaSrq7bKA2nULJQ87CFvoWahy33k/SoPnjwYGzcuFFpC+koHBGJooWahy30LdQ8bDFN0otkFRUVWLBgAbZv34527dpVe6NZTx+IZ26UhlMoWah52ELfQs3DFtMkPVP47bffEBkZWe8OskNpOIWShZqHLfQt1DxsuR8fT4H3PrI5D1voW6h5bM3CB9mRER95TRmLGh62KO+hZFHDw5aqrL4oxMfHw9/fH0OHDjU5/+uvv0Zubi6mTp1q6SY1i4+8RmugiS3W81CyyPGwpXpWXxSCgoLw7bffokuXLibnJyYm4o033kBaWpqlm9QsPvIaW6hbqHnYQt9i9eG17OxsNG3atNr5fn5+yMrKkrLJepXWwyls0ZeFmoct9C1ykrQoBAQE4Ndff612/q+//opmzZrJRtl6Wg+nsEVfFmoettC3yEnSc5kRI0ZgwoQJKC8vx3PPPQcA2LVrFz744ANMnjxZUaCtRekITWyhb6HmYQt9i9wkLQpTpkxBXl4e3n//fZSVlQEAXFxcMHXqVEybNk1RoK1FYTiFLfqxUPOwhb5FbpJePjIYDPj888+Rm5uLw4cP4+TJk7hx4wZmzJihtM8m03o4hS36slDzsIW+RU4WLwrl5eXo2bMnLly4AA8PD3Ts2BHh4eFwdnZWw0c6qSMeahyhiZJFqoct1vVQskj1sEX5JO2S6ufnh4MHD+Lxxx9Xw2TVtDrIjhKDMpQsSnnYoq6HkkUpD1uqZ/U5hYkTJ8LZ2Rnz58+39KqqtGzZMvz5z39GdnY2IiIisHTpUkRFRZl1XQofcyHlzSdKFrU8bFHWQ8miloctVVl9TuHu3btYvnw5OnTogJEjR2LSpEkmJ2u2ceNGTJo0CTNnzsSJEycQERGBmJgY5OTkKH5bau2HLOUXh5JFLQ9blPVQsqjlYYv8JC0Kp0+fxtNPPw1PT0+cP39e009JTUhIwIgRIzBkyBC0bt0aK1asgJubG77++usaL19aWoqCggKTk7lR2g+ZkoWahy30LdQ8bLmfpF1S9+zZo7RDUmVlZTh+/LjJbrB2dnbo1asXDh06VON14uPjMXv2bItvi9J+yJQs1DxsoW+h5mGLabI+iOPMmTNIT083zioAVU+Z+vXrJxtmTtevX0dFRQX8/U139fL390dKSkqN15k2bZrJS1wFBQUICAh45G1R2g+ZkoWahy30LdQ8bDFN0stHly5dQkREBMLDw9G3b1/ExsYiNjYWL7/8MmJjYxUmKpuzszO8vLxMTuZGaT9kShZqHrbQt1DzsOWB25BypfHjxyM4OBg5OTlwc3PD77//jn379qFDhw745ZdfFCbWnq+vL+zt7XHtmulrbNeuXUOTJk0Uvz219kPWu4Wahy30LdQ8bLmfpF1SfX19sXv3brRr1w7e3t44cuQInnzySezevRuTJ09GUlKSGtYa69SpE6KiorB06VIAQGVlJVq0aIExY8bgww8/fOT1+SA7yljU8LBFeQ8lixoetlRl9TmFhg0b4sSJEwgODkZoaCj+9re/oUePHrh48SLatm2LoqIiSzcpuY0bN2Lw4MH46quvEBUVhcWLF+Mf//gHUlJSqr3XUFN8kB06BwZhi3U9lCxyPGypntUXha5du2Ly5MmIjY3FW2+9hZs3b+KTTz7BypUrcfz4cZw+fdrSTcrqyy+/NA6vPfXUU1iyZAk6depk1nX5IDtsoW6h5mELfYvVh9c++eQTVFZWAgA+/fRTpKWloWvXrti6dSuWLFkiZZOyGjNmDK5cuYLS0lIkJiaavSBoldbDKWzRl4Wahy30LXKStCjExMTglVdeAQCEhYUhJSUF169fR05OjvH4ClztaT2cwhZ9Wah52ELfIidJi0JN+fj46OKzwrXOkuEUtrCFmoct9C1yM3tRSE9Pt2jDmZmZFmPqQxSGU9iiHws1D1voW+Rm9qLQsWNHjBw5EkePHq31Mvn5+Vi1ahXCw8Px448/KgK0xbQeTmGLvizUPGyhb5GT2YvCmTNn4O7ujueffx5NmjRB3759MWLECIwdOxYDBw7E008/jcaNG+Prr7/GggULMG7cODXduk7r4RS26MtCzcMW+hY5WbxLanFxMbZs2YIDBw7gypUrKC4uhq+vLyIjIxETE4Pw8HC1rKqk5ZyCrQzKKOlhi/U8lCxyPGypntXnFGwprY689mB6H5RRy8MW5T2ULGp42FIVLwoyonDkNSlRslDzsIW+hZrH1ixWH16rr1EaTqFkoeZhC30LNQ9b7seLggVRGk6hZKHmYQt9CzUPW+4naVFIT0+vcQhDCGHxPINeojScQslCzcMW+hZqHraYJmlRCA4ORm5ubrXzb9y4geDgYNkoilEaTqFkoeZhC30LNQ9bTJO0KNT2rnphYSFcXFxko6hGaTiFkoWahy30LdQ8bLmfRW+n3zu2scFgwPTp0+Hm5mb8XkVFBRITE/HUU08pCqRUXMyTOHjxeq17BVh7UIaKhZqHLfQt1DxsuZ9Fu6T26NEDALB371507twZTk5Oxu85OTkhKCgIcXFxePzxx5WXqhQfeU0ZixoetijvoWRRw8OWqqw+pzBkyBD85S9/sdpBadSMj7xGa6CJLdbzULLI8bClejy8JiM+8hpbqFuoedhC36LJ8Nr+/fsxcOBAdO7c2fgx2evXr8eBAwekbrLepPVwClv0ZaHmYQt9i5wkLQo//vgjYmJi4OrqiqSkJJSWlgKo+ujsefPmKQq0xbQeTmGLvizUPGyhb5GTpEVh7ty5WLFiBVatWgVHR0fj+dHR0Thx4oRiOFuMwnAKW/RjoeZhC32L3CQtCufOncOzzz5b7Xxvb2/cunVLrsmmozCcwhb9WKh52ELfIjdJi0KTJk2Qmppa7fwDBw4gJCRENsrW03o4hS36slDzsIW+RU6SFoURI0Zg/PjxSExMhMFgwNWrV/HNN98gLi4Oo0aNUtpINqlPBdU4QhMli1QPW6zroWSR6mGL8knaJVUIgXnz5iE+Ph5FRUUAAGdnZ8TFxWHOnDmKI9VMq4PsKDEoQ8milIct6nooWZTysKV6ms0plJWVITU1FYWFhWjdujU8PDykbkqzKBxkR8pwCiWLWh62KOuhZFHLw5aqrD6nUFxcjKKiIjg5OaF169bw9/fH3/72N+zYsUPK5nSTWvshS/nFoWRRy8MWZT2ULGp52CI/SYtC//79sW7dOgDArVu30KlTJ3zxxRfo378/li9friiQUpT2Q6ZkoeZhC30LNQ9b7idpUThx4gS6du0KAPjhhx/g7++PK1euYN26dViyZImiQCpR2g+ZkoWahy30LdQ8bDFN0qJQVFQET09PAMCOHTvwyiuvwM7ODs888wyuXLmiKJBKlPZDpmSh5mELfQs1D1tMk7QohIWFYfPmzcjIyMD27dvRu3dvAEBOTo5NfHJqbVHaD5mShZqHLfQt1DxseeA2pFxpxowZiIuLQ1BQEDp16oTOnTsDqHrWEBkZqSiQUmrth6x3CzUPW+hbqHnYcj+zd0k9deoUwsPDYWdXtY5kZ2cjKysLERERxvOOHDkCLy8vtGzZUj2xwvFBdpSxqOFhi/IeShY1PGypyipzCvb29sjKykLjxo0REhKCo0ePolGjRhbdGMX4IDt0DgzCFut6KFnkeNhSPassCo0aNcLWrVvRqVMn2NnZ4dq1a/Dz87PoxijGB9lhC3ULNQ9b6FusMrz26quvolu3bggODobBYECHDh0QEhJS44mrO62HU9iiLws1D1voW+Rk9qKwcuVKbN68GZMnT4YQwviheDWduLrTejiFLfqyUPOwhb5FTmY/lzl16hR69+6NPn364Pjx4xg/frxxVoEzP0uGU9TeL5ot9C3UPGyhb5Gb2c8UIiMjcf36dQDA3r17UVZWphrKlqMwnMIW/VioedhC3yI3sxeFBg0aIC0tDQBw+fJlVFZWqoay9bQeTmGLvizUPGyhb5ETv9GsQVoPp7BFXxZqHrbQt8jJouMpbNu2DampqRg3bhw+/fTTWt9T0NObzVrOKdjKoIySHrZYz0PJIsfDlupZ/SA7Q4YMwZIlS2zijWatjrz2YHoflFHLwxblPZQsanjYUpUmR167desWVq9ejbNnzwIA2rRpg6FDh8Lb21vK5jSLwpHXpETJQs3DFvoWah5bs1j9yGvHjh1DaGgoFi1ahBs3buDGjRtISEhAaGgoTpw4IWWTuojScAolCzUPW+hbqHnYcj9Ji8LEiRPx0ksv4fLly/jpp5/w008/IS0tDX/84x8xYcIEhYl0ojScQslCzcMW+hZqHrbcT9LzoWPHjmHVqlVwcLh/dQcHB3zwwQfo0KGDYjhKURpOoWSh5mELfQs1D1tMk/RMwcvLC+np6dXOz8jIsIk3n2uK0nAKJQs1D1voW6h52GKapEXhT3/6E4YNG4aNGzciIyMDGRkZ+O677zB8+HC8+eabShvJRGk4hZKFmoct9C3UPGx54DakXGnhwoV45ZVXMGjQIAQFBSEoKAjvvPMOXnvtNXz++edKG8lEaTiFkoWahy30LdQ8bLmf5F1SAaCoqAgXL14EAISGhsLNzU0xmLXiI68pY1HDwxblPZQsanjYUpUmcwq2Eh95jdZAE1us56FkkeNhS/V4UZARH3mNLdQt1DxsoW+x+vAaJy+th1PYoi8LNQ9b6FvkxIuCBmk9nMIWfVmoedhC3yInXhSsnCXDKWxhCzUPW+hb5KbIovDee+8hJydHiU1Z1GeffYYuXbrAzc0NDRo0sPrtS4nCcApb9GOh5mELfYvcFFkUXnjhBbz44ouYNWsW7ty5o8QmzaqsrAwDBgzAqFGjrHabSqT1cApb9GWh5mELfYucFFkU+vfvj8TERPj7+6NLly5YsWKFVQ7XOXv2bEycOBFt27ZV/bZqSupTQTWGUyhZpHrYYl0PJYtUD1uUT9FdUtPT07F7927ExcXB19cXf/7zn9GvXz+lNl9ra9euxYQJE3Dr1q1HXra0tBSlpaXGrwsKChAQEGD1g+woMShDyaKUhy3qeihZlPKwpXqazyn06dMHZ8+eRUBAAKKiotCxY0c88cQT+Otf/wpPT08sXrxY7k3UmSWLwqxZszB79uxq52t5kB0pwymULGp52KKsh5JFLQ9bqtJ8TmH+/Pm4dOkSDhw4gISEBLz55pto3749Vq9ejW3btlm0rQ8//BAGg6HOU0pKimTrtGnTkJ+fbzxlZGSYfV219kOW8otDyaKWhy3KeihZ1PKwRX5mLwq3b9/G5MmT0apVK/j5+SEsLAwvvvgiPvvsM7i4uMDe3r7G623dutUi0OTJk3H27Nk6TyEhIRZt88GcnZ3h5eVlcjI3SvshU7JQ87CFvoWahy33M/v50KBBg3D8+HGMGDEC/v7+KC4uxtSpU3Hp0iXMmDEDffv2xfLly/HYY4+ZXM/SB3A/Pz/4+flZdB1rROHgFxQt1DxsoW+h5mGLaWYvCjt27MCBAwcQGRlpPO+TTz7B1q1bYW9vj88++wxRUVE4cOAAgoODVcE+XHp6Om7cuIH09HRUVFQgOTkZABAWFgYPDw9Fb4vSfsiULNQ8bKFvoeZhi2lmv3zk7++PoqKiGr8XGBiIlStXYtSoURg/frxiuEc1Y8YMREZGYubMmSgsLERkZCQiIyNx7NgxVW6P0n7IlCzUPGyhb6HmYcsDt2HuBceMGYOhQ4fi5MmTtV5m4MCB2L17tyIwc1q7di2EENVO3bt3V+X2tD74BVULNQ9b6FuoedhyP4t2SY2Li8OiRYvw/PPPIzY2FpMnT8bp06eNLxfNnz8fK1aswOXLl9XyKh4fZEcZixoetijvoWRRw8OWqqw6p5CYmIiFCxdi69atKC4uhoeHB3x9fZGfn4+SkhKsXbsWAwYMsAihZXyQHToHBmGLdT2ULHI8bKmeJsNrZWVlOHHiBM6fP4+CggL4+vriueeeQ+PGjaVsTrP4IDtsoW6h5mELfYsmw2tOTk545plnMGjQIIwZMwZvvPGG7hYErdJ6OIUt+rJQ87CFvkVOfDwFDdJ6OIUt+rJQ87CFvkVOvChYOUoH42ALfQs1D1voW+TGi4KVozCcwhb9WKh52ELfIjdeFDRI6+EUtujLQs3DFvoWOfGioEFaD6ewRV8Wah620LfISdGD7OgxLXZJBWxrUEZJD1us56FkkeOxdYuUND/Ijp7TalF4ML0PyqjlYYvyHkoWNTy2YpEbLwoyorAoSInSoAw1D1voW6h5KFmUSPMjr3HWj9qgDCUPW+hbqHkoWbSOFwWdRm1QhpKHLfQt1DyULFrHi4IOozYoQ8nDFvoWah5KFgrxoqDDqA3KUPKwhb6FmoeShUK8KOg0aoMylDxsoW+h5qFk0TpeFHQatUEZSh620LdQ81CyaB3vkqrTXVIBWkM7anjYoryHkkUNDyWLlvGcgoz0vCg8GKWhHTketljPQ8kix0PJQiVeFGRkK4uC1CgN7bBFHx620I+H1zjJURraYYs+PGyx7XhRqOdRGtphiz48bLHteFGox1Ea2mGLPjxssf14UajHURraYYs+PGyx/XhRqOdRGtphiz48bLHteFGo56k1tCPlKTtbrOuhZJHq4aEz5eNdUuv5LqmAckM7SuwvzhZ1PZQsSnlsaehMqXhOQUa8KJgmZ4BI6f3F2aKsh5JFLY/eh86UiucUOMWS+j+UGvuLs0VZDyWLWh5eEOTHiwKnSJT2F2cLfQtFD1cVLwqc7CjtL84W+haKHu5+vChwsqO0vzhb6Fsoerj78aLAKRKl/cXZQt9C0cNVxYsCp0iU9hdnC30LRQ9XFe+SyrukKpYtHzCFkkWOh5JFLQ/Hcwqy4kVBnWzhgCmULGp4KFnkejjTeFGQES8KdKJ0wBRKFmoeShau5nh4jbOJKB0whZKFmoeShVM+XhQ4MlEaZqJkoeahZOGUjxcFjkSUhpkoWah5KFk4deJFgSMRpWEmShZqHkoWTp14UeDIRGmYiZKFmoeShVM+XhQ4MlEaZqJkoeahZOGUj3dJ5V1SSUVpuIqSRQ0PJQunbDynICNeFOhGabiKkkWOh5KFUy9eFGTEi4LtRWm4ii2cFvHwGsc9EKXhKrZweosXBc7mojRcxRZOb/GiwNlUlIar2MLpMV4UOJuK0nAVWzg9xosCZ3NRGq5iC6e3eFHgbC5Kw1Vs4fQW75LKu6TaZLY+6EVpII+jF88pyIgXBdvPVga9KA3kcbTjRUFGvChwNUVt0Iuah6NdvRxeu3z5MoYNG4bg4GC4uroiNDQUM2fORFlZmdY0zgaiNuhFzcPZbrpdFFJSUlBZWYmvvvoKv//+OxYtWoQVK1bgo48+0prG2UDUBr2oeTjbTbfPN/v06YM+ffoYvw4JCcG5c+ewfPlyLFy4UEMZp/csGfSyxmvy1DycbafbRaGm8vPz4ePjU+dlSktLUVpaavy6oKBAbRans6gNelHzcLadbl8+erjU1FQsXboUI0eOrPNy8fHx8Pb2Np4CAgKsJOT0FLVBL2oeznYjtyh8+OGHMBgMdZ5SUlJMrpOZmYk+ffpgwIABGDFiRJ3bnzZtGvLz842njIwMNX8cTqepNegldWc/HjzjrBW5XVJzc3ORl5dX52VCQkLg5OQEALh69Sq6d++OZ555BmvXroWdnWXrHO+SytWWUoNeSs0X8OAZZ271dk4hMzMTPXr0QPv27bFhwwbY29tbvA1eFDhzkjMAp8Z8Ab+pzNVVvZxTyMzMRPfu3dGiRQssXLgQubm5yM7ORnZ2ttY0zgaT+gCs1nwBLwicWun2OefOnTuRmpqK1NRUNG/e3OR7On7yw9lY5swXzHypjXVRHFdHun2m8M4770AIUeOJ4yjEB7bh9JhuFwWOox7PF3B6jBcFjlMxni/g9BYvChynYjxfwOkt3b7RzHF6yMPZAT+9H83zBZxu0vWcghLxnAJnzXi+gLNG9XJOgeP0GC8IHPV4UeA4juOM8aLAcRzHGeNFgeM4jjPGiwLHcRxnjBcFjuM4zhgvChzHcZyxej85c29Mg4/VzHGcrXTv8UzKGFq9XxTuHeWNj9XMcZytlZeXB29vb4uuU+8XBR8fHwBAenq6xXdefa6goAABAQHIyMjgSXAz4/tMWny/WV5+fj5atGhhfHyzpHq/KNw7prO3tzf/wknIy8uL7zcL4/tMWny/WZ6lx6wH+I1mjuM47oF4UeA4juOM1ftFwdnZGTNnzoSzs7PWFF3F95vl8X0mLb7fLE/OfVbvPzqb4ziOu1+9f6bAcRzH3Y8XBY7jOM4YLwocx3GcMV4UOI7jOGO8KHAcx3HGeFH4/y5fvoxhw4YhODgYrq6uCA0NxcyZM1FWVqY1jXyfffYZunTpAjc3NzRo0EBrDtmWLVuGoKAguLi4oFOnTjhy5IjWJNLt27cP/fr1Q7NmzWAwGLB582atSeSLj49Hx44d4enpicaNGyM2Nhbnzp2zaBu8KPx/KSkpqKysxFdffYXff/8dixYtwooVK/DRRx9pTSNfWVkZBgwYgFGjRmlNIdvGjRsxadIkzJw5EydOnEBERARiYmKQk5OjNY1sd+7cQUREBJYtW6Y1RTft3bsXo0ePxuHDh7Fz506Ul5ejd+/euHPnjvkbEVytLViwQAQHB2vN0E1r1qwR3t7eWjNIFhUVJUaPHm38uqKiQjRr1kzEx8drqNJPAMSmTZu0ZuiunJwcAUDs3bvX7OvwM4U6ys/Pl/Qpgxz3YGVlZTh+/Dh69eplPM/Ozg69evXCoUOHNJRxtl5+fj4AWPQ4xotCLaWmpmLp0qUYOXKk1hRO512/fh0VFRXw9/c3Od/f3x/Z2dkaqThbr7KyEhMmTEB0dDTCw8PNvp7NLwoffvghDAZDnaeUlBST62RmZqJPnz4YMGAARowYoZFc26TcbxzH0Wn06NE4ffo0vvvuO4uuZ/PHU5g8eTLeeeedOi8TEhJi/O+rV6+iR48e6NKlC1auXKmyjm6W3m9c7fn6+sLe3h7Xrl0zOf/atWto0qSJRirOlhszZgz+/e9/Y9++fWjevLlF17X5RcHPzw9+fn5mXTYzMxM9evRA+/btsWbNGkkHqLCVLLnfuLpzcnJC+/btsWvXLsTGxgKoemq/a9cujBkzRlscZ1MJITB27Fhs2rQJv/zyC4KDgy3ehs0vCuaWmZmJ7t27IzAwEAsXLkRubq7xe/zXXN2lp6fjxo0bSE9PR0VFBZKTkwEAYWFh8PDw0BZHpEmTJmHw4MHo0KEDoqKisHjxYty5cwdDhgzRmka2wsJCpKamGr9OS0tDcnIyfHx80KJFCw1ldBs9ejS+/fZb/Pzzz/D09DS+Z+Xt7Q1XV1fzNqLezlD6as2aNQJAjSeu7gYPHlzj/bZnzx6taaRaunSpaNGihXBychJRUVHi8OHDWpNIt2fPnhp/rwYPHqw1jWy1PYatWbPG7G3w8RQ4juM4Y/X3RXOO4ziuWrwocBzHccZ4UeA4juOM8aLAcRzHGeNFgeM4jjPGiwLHcRxnjBcFjuM4zhgvChzHcZwxXhQ4juM4Y7wocIolhEBCQgKCg4Ph5uaG2NhY40E+lL6dd999Fz4+PjAYDEhOTq7xPGuVl5eHxo0b4/Lly1a7TUvq3r07JkyYoDXDrN544w188cUXWjPqd6p8AAdXL5s8ebIICwsTe/fuFceOHRPNmzcXEyZMUPx2tm7dKhwdHcWvv/4qsrKyRHl5eY3nya1bt25i/Pjxj7zcxIkTxfDhw2Xfnlrl5eWJgoICxbdr7v1jSb/99pto2LChuHXrlqLb5cyPnylwipSYmIiEhARs3LgRzz77LNq3b48RI0Zg69atit/WxYsX0bRpU3Tp0gVNmjSBg4NDjedZo6KiIqxevRrDhg2TtZ2ysjKFRNXz8fGBp6enattXsvDwcISGhmLDhg1aU+pvWq9KnG302muviV69epmct2LFCuHj42PxtkpKSsTYsWOFn5+fcHZ2FtHR0eLIkSNCiOqfyBoYGFjjeUII8f3334vw8HDh4uIifHx8RM+ePUVhYaEQQoiKigoxb948ERQUJFxcXES7du3E999/bzTU9MmvaWlp1azff/+98PPzq3b+f/7zHxEdHS28vb2Fj4+P6Nu3r0hNTTV+v1u3bmL06NFi/PjxolGjRqJ79+5G1+effy5CQ0OFk5OTCAgIEHPnzjW53pgxY8T48eNFgwYNROPGjcXKlStFYWGheOedd4SHh4cIDQ0VW7duNbnOg3/Rd+vWTYwdO1ZMmTJFNGzYUPj7+4uZM2ea+AMDA8WiRYtMzouIiDBerrb751H366P+XYQQYvbs2eIPf/hDtfuUs068KHCyKykpEa6urmLZsmUm5y9evFgEBwdbvL1x48aJZs2aia1bt4rff/9dDB48WDRs2FDk5eWJW7duiU8//VQ0b95cZGVliZycnBrPu3r1qnBwcBAJCQkiLS1NnDp1Sixbtkzcvn1bCCHE3LlzRcuWLcW2bdvExYsXxZo1a4Szs7P45ZdfhBBC3Lp1S3Tu3FmMGDFCZGVliaysLHH37t0arX369Kl2/g8//CB+/PFHceHCBZGUlCT69esn2rZtKyoqKoQQVQ/MHh4eYsqUKSIlJUWkpKQIIYT44IMPRMOGDcXatWtFamqq2L9/v1i1apVxu926dROenp5izpw54vz582LOnDnC3t5evPDCC2LlypXi/PnzYtSoUaJRo0bizp07xus8vCh4eXmJWbNmifPnz4u///3vwmAwiB07dhgv86hFobb751H366P+XYSoWlCdnJxESUmJWb8vnLLxosDJ7uDBgwKAcHFxEe7u7saTk5OTiImJsWhbhYWFwtHRUXzzzTfG88rKykSzZs3EggULhBBCLFq0yPhs4F4Pn3f8+HEBQFy+fLnabZSUlAg3Nzdx8OBBk/OHDRsm3nzzTePX5rxm3r9/fzF06NBH/ly5ubkCgPjtt9+M246MjDS5TEFBgXB2djZZBB6uW7duJn9F3717V7i7u4u3337beF5WVpYAIA4dOlTjz/HwNoQQomPHjmLq1KnGrx+1KNS0XXPu17r+Xe518uTJR16GUy8+8honu/Pnz8Pd3b3aHj99+/ZFdHS0Rdu6ePEiysvLTa7n6OiIqKgonD171uztREREoGfPnmjbti1iYmLQu3dvvPbaa2jYsCFSU1NRVFSE559/3uQ6ZWVliIyMtMhbXFwMFxeXaudfuHABM2bMQGJiIq5fv47KykoAVUepCw8PBwC0b9/e5Dpnz55FaWkpevbsWedttmvXzvjf9vb2aNSoEdq2bWs8z9/fHwCQk5Nj1jYAoGnTpnVe3pzMuV/r+ne5170jhBUVFcnycNLiRYGTXUFBAXx9fREWFmY878qVK7hw4QJeffVVAEB0dDQSEhLQqVMnDBs2DOHh4Zg4caJqJnt7e+zcuRMHDx7Ejh07sHTpUnz88cdITExEYWEhAGDLli147LHHTK7n7Oxs0e34+vri5s2b1c7v168fAgMDsWrVKjRr1gyVlZUIDw83eUPZ3d3d5DrmHi7R0dHR5GuDwWBynsFgAADjQmTuNh68vJ2dHcRDx98qLy+v02XO/VrXv8u94wnfuHEDAPgY4RrFex9xsvP19UV+fr7Jg8hnn32GF198Ea1btwYATJ8+HfPnz0dCQgLs7OxqXRBCQ0Ph5OSEX3/91XheeXk5jh49atyWuRkMBkRHR2P27NlISkqCk5MTNm3ahNatW8PZ2Rnp6ekICwszOQUEBBiv7+TkhIqKijpvIzIyEmfOnDE5Ly8vD+fOncMnn3yCnj17olWrVjUuHA/3+OOPw9XVFbt27bLo51QjPz8/ZGVlGb8uKChAWlqayWUevn/MvV9r+3e51+nTp9G8eXP4+vqq+BNytcXPFDjZPffccygpKcH8+fPxxhtv4JtvvsG//vUvHDlyxHiZPn364OOPP8aWLVuwbdu2Wrfl7u6OUaNGYcqUKcYDtC9YsABFRUUW7faZmJiIXbt2oXfv3mjcuDESExORm5uLVq1awdPTE3FxcZg4cSIqKyvxhz/8Afn5+fj111/h5eWFwYMHAwCCgoKQmJiIy5cvw8PDAz4+PrCzM/07KiYmBtOmTcPNmzeNL4E0bNgQjRo1wsqVK9G0aVOkp6fjww8/fKTZxcUFU6dOxQcffAAnJydER0cjNzcXv//+u+xdXi3tueeew9q1a9GvXz80aNAAM2bMgL29vcllarp/HnW/1vXvcq/9+/ejd+/eVv15ufvxosDJzt/fH2vXrsWUKVMwZ84cPPfcczhw4IDJX4dHjx7FjRs3EBgYWO2li4ebP38+Kisr8fbbb+P27dvo0KEDtm/fbvK686Py8vLCvn37sHjxYhQUFCAwMBBffPEFXnjhBQDAnDlz4Ofnh/j4eFy6dAkNGjTA008/jY8++si4jbi4OAwePBitW7dGcXEx0tLSEBQUZHI7bdu2xdNPP41//OMfGDlyJICql16+++47jBs3DuHh4XjyySexZMkSdO/e/ZHu6dOnw8HBATNmzMDVq1fRtGlTvPfee2b/3Eo1bdo0pKWl4Y9//CO8vb0xZ86cas8Uarp/HnW/PurfpaSkBJs3b67zDwdO3Qzi4RcOOU7hMjMz8eKLL2Lz5s149dVXsW7dOuObrbbQli1bMGXKFJw+fbraMwnOspYvX45NmzZhx44dWlPqbfwbzKlacXExBgwYgKVLlyI4OBjTpk3DnDlztGYpWt++ffHuu+8iMzNTa4ruc3R0xNKlS7Vm1Ov4mQLHcRxnjJ8pcBzHccZ4UeA4juOM8aLAcRzHGeNFgeM4jjPGiwLHcRxnjBcFjuM4zhgvChzHcZwxXhQ4juM4Y7wocBzHccZ4UeA4juOM8aLAcRzHGfs/KniFwfOTvm4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "plt.figure(figsize=(4, 4))\n", + "\n", + "for uband in m2.ubands:\n", + "\n", + " band_mask = m2.band == uband\n", + "\n", + " plt.scatter(60 * np.degrees(m2.offset_x[band_mask]), \n", + " 60 * np.degrees(m2.offset_y[band_mask]),\n", + " label=f'{int(uband[1:])} GHz mean', lw=5e-1)\n", + "\n", + "plt.xlabel(r'$\\theta_x$ offset (arcminutes)')\n", + "plt.ylabel(r'$\\theta_y$ offset (arcminutes)')\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "id": "6564e424", + "metadata": {}, + "source": [ + "The second ingredient is the pointing, which determines where and how the telescope moves, and how fast it samples. \n", + "\n", + "We can loading a default scan with a two-degree radius from `maria`:" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "662ebf40", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "''" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "daisy_scan = maria.get_pointing(\"DAISY_2deg_4ra_10dec_600s\", coord_throws=[5/60, 5/60])\n", + "daisy_scan.description" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "542b3f89", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Dec. (degrees)')" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(4,4))\n", + "\n", + "plt.plot(np.degrees(daisy_scan.ra), \n", + " np.degrees(daisy_scan.dec),\n", + " lw=5e-1)\n", + "\n", + "plt.xlabel(r'RA (degrees)')\n", + "plt.ylabel(r'Dec. (degrees)')" + ] + }, + { + "cell_type": "markdown", + "id": "42cc02b3", + "metadata": {}, + "source": [ + "The last ingredient is the site, which determines the translation between local coordinates and sky coordinates. It also determines the weather parameters that go into the atmospheric simulation. \n", + "\n", + "Loading the Green Bank Telescope site from `maria`:" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "cdb1db9d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Green Bank Telescope'" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "green_bank = maria.get_site(\"GBT\")\n", + "green_bank.description" + ] + }, + { + "cell_type": "markdown", + "id": "81d5997d", + "metadata": {}, + "source": [ + "We can combine these objects by passing them to one of `maria`'s models. On construction, the simulation is initialized:" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "05d4cc35", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Computing weights: 100%|██████████| 4/4 [00:00<00:00, 75.96it/s]\n" + ] + } + ], + "source": [ + "sim = maria.Simulation(array=m2, pointing=daisy_scan, site=green_bank)" + ] + }, + { + "cell_type": "markdown", + "id": "4321482e", + "metadata": {}, + "source": [ + "This also computes things which depend on multiple inputs ()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "6f4f2c6c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'elevation (degrees)')" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1,2,figsize=(8,4))\n", + "\n", + "axes[0].plot(np.degrees(sim.pointing.ra), \n", + " np.degrees(sim.pointing.dec),\n", + " lw=5e-1)\n", + "\n", + "axes[0].set_xlabel(r'RA (degrees)')\n", + "axes[0].set_ylabel(r'Dec. (degrees)')\n", + "\n", + "axes[1].plot(np.degrees(sim.pointing.az), \n", + " np.degrees(sim.pointing.el),\n", + " lw=5e-1)\n", + "\n", + "axes[1].set_xlabel(r'azimuth (degrees)')\n", + "axes[1].set_ylabel(r'elevation (degrees)')" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "add6fcd3-dfb2-4f78-8002-d33a0a3b4a9c", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/8f/94fgpf0x5sv7zkd75r4sr50r0000gr/T/ipykernel_34010/2980830945.py:1: RuntimeWarning: invalid value encountered in divide\n", + " plt.imshow(mapper.map_sums[\"f093\"] / mapper.map_cnts[\"f093\"])\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(mapper.map_sums[\"f093\"] / mapper.map_cnts[\"f093\"])\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "5f8b3e84-ffb5-43e8-80be-9a911404f61f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.scatter(sim.array.offset_x, \n", + " sim.array.offset_y, \n", + " c=sim.array.band_center,\n", + " s=1)\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "340f53a2-bb2a-4525-8779-842c6a4c4c04", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 0.00182366, 0.00176109, 0.00169795, ..., -0.00395852,\n", + " -0.00392428, -0.00388893],\n", + " [ 0.00103526, 0.00097269, 0.00090953, ..., -0.00475433,\n", + " -0.00472009, -0.00468473],\n", + " [ 0.00159217, 0.00152957, 0.00146638, ..., -0.00422355,\n", + " -0.00418928, -0.0041539 ],\n", + " ...,\n", + " [ 0.00840576, 0.00834359, 0.00828083, ..., 0.00293665,\n", + " 0.00297064, 0.00300573],\n", + " [ 0.00784883, 0.00778669, 0.00772397, ..., 0.00240588,\n", + " 0.00243984, 0.00247491],\n", + " [ 0.00729191, 0.0072298 , 0.00716711, ..., 0.00187511,\n", + " 0.00190905, 0.0019441 ]])" + ] + }, + "execution_count": 79, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "plt.scatter(sim.map_sim.X[0], sim.map_sim.X[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "96916b13-1143-489a-86fe-03c3e1a016f6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sim.atm_sim" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "5e515d1f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/8f/94fgpf0x5sv7zkd75r4sr50r0000gr/T/ipykernel_30868/2338789751.py:3: RuntimeWarning: invalid value encountered in divide\n", + " mapper.map_sums[\"f093\"] / mapper.map_cnts[\"f093\"])\n" + ] + }, + { + "ename": "TypeError", + "evalue": "Dimensions of C (107, 101) are incompatible with X (108) and/or Y (102); see help(pcolormesh)", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn [64], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mplt\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpcolormesh\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdegrees\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmapper\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mra_bins\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 2\u001b[0m \u001b[43m \u001b[49m\u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdegrees\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmapper\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdec_bins\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 3\u001b[0m \u001b[43m \u001b[49m\u001b[43mmapper\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmap_sums\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mf093\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m/\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mmapper\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmap_cnts\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mf093\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 5\u001b[0m plt\u001b[38;5;241m.\u001b[39mcolorbar()\n", + "File \u001b[0;32m~/opt/anaconda3/envs/maria/lib/python3.9/site-packages/matplotlib/pyplot.py:2689\u001b[0m, in \u001b[0;36mpcolormesh\u001b[0;34m(alpha, norm, cmap, vmin, vmax, shading, antialiased, data, *args, **kwargs)\u001b[0m\n\u001b[1;32m 2684\u001b[0m \u001b[38;5;129m@_copy_docstring_and_deprecators\u001b[39m(Axes\u001b[38;5;241m.\u001b[39mpcolormesh)\n\u001b[1;32m 2685\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mpcolormesh\u001b[39m(\n\u001b[1;32m 2686\u001b[0m \u001b[38;5;241m*\u001b[39margs, alpha\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, norm\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, cmap\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, vmin\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 2687\u001b[0m vmax\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, shading\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, antialiased\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, data\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 2688\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m-> 2689\u001b[0m __ret \u001b[38;5;241m=\u001b[39m \u001b[43mgca\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpcolormesh\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 2690\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43malpha\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43malpha\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnorm\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnorm\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcmap\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcmap\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvmin\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mvmin\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2691\u001b[0m \u001b[43m \u001b[49m\u001b[43mvmax\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mvmax\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mshading\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mshading\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mantialiased\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mantialiased\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2692\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m{\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mdata\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m}\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mif\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mis\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mnot\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43;01melse\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43m{\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2693\u001b[0m sci(__ret)\n\u001b[1;32m 2694\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m __ret\n", + "File \u001b[0;32m~/opt/anaconda3/envs/maria/lib/python3.9/site-packages/matplotlib/__init__.py:1423\u001b[0m, in \u001b[0;36m_preprocess_data..inner\u001b[0;34m(ax, data, *args, **kwargs)\u001b[0m\n\u001b[1;32m 1420\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mwraps(func)\n\u001b[1;32m 1421\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21minner\u001b[39m(ax, \u001b[38;5;241m*\u001b[39margs, data\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 1422\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m-> 1423\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[43max\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;28;43mmap\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43msanitize_sequence\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1425\u001b[0m bound \u001b[38;5;241m=\u001b[39m new_sig\u001b[38;5;241m.\u001b[39mbind(ax, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 1426\u001b[0m auto_label \u001b[38;5;241m=\u001b[39m (bound\u001b[38;5;241m.\u001b[39marguments\u001b[38;5;241m.\u001b[39mget(label_namer)\n\u001b[1;32m 1427\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m bound\u001b[38;5;241m.\u001b[39mkwargs\u001b[38;5;241m.\u001b[39mget(label_namer))\n", + "File \u001b[0;32m~/opt/anaconda3/envs/maria/lib/python3.9/site-packages/matplotlib/axes/_axes.py:6131\u001b[0m, in \u001b[0;36mAxes.pcolormesh\u001b[0;34m(self, alpha, norm, cmap, vmin, vmax, shading, antialiased, *args, **kwargs)\u001b[0m\n\u001b[1;32m 6128\u001b[0m shading \u001b[38;5;241m=\u001b[39m shading\u001b[38;5;241m.\u001b[39mlower()\n\u001b[1;32m 6129\u001b[0m kwargs\u001b[38;5;241m.\u001b[39msetdefault(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124medgecolors\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnone\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m-> 6131\u001b[0m X, Y, C, shading \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_pcolorargs\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mpcolormesh\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 6132\u001b[0m \u001b[43m \u001b[49m\u001b[43mshading\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mshading\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 6133\u001b[0m coords \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mstack([X, Y], axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m)\n\u001b[1;32m 6134\u001b[0m \u001b[38;5;66;03m# convert to one dimensional array\u001b[39;00m\n", + "File \u001b[0;32m~/opt/anaconda3/envs/maria/lib/python3.9/site-packages/matplotlib/axes/_axes.py:5659\u001b[0m, in \u001b[0;36mAxes._pcolorargs\u001b[0;34m(self, funcname, shading, *args, **kwargs)\u001b[0m\n\u001b[1;32m 5657\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m shading \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mflat\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m 5658\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m (Nx, Ny) \u001b[38;5;241m!=\u001b[39m (ncols \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m, nrows \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m):\n\u001b[0;32m-> 5659\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDimensions of C \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m are incompatible with\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 5660\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m X (\u001b[39m\u001b[38;5;132;01m%d\u001b[39;00m\u001b[38;5;124m) and/or Y (\u001b[39m\u001b[38;5;132;01m%d\u001b[39;00m\u001b[38;5;124m); see help(\u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m)\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;241m%\u001b[39m (\n\u001b[1;32m 5661\u001b[0m C\u001b[38;5;241m.\u001b[39mshape, Nx, Ny, funcname))\n\u001b[1;32m 5662\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m: \u001b[38;5;66;03m# ['nearest', 'gouraud']:\u001b[39;00m\n\u001b[1;32m 5663\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m (Nx, Ny) \u001b[38;5;241m!=\u001b[39m (ncols, nrows):\n", + "\u001b[0;31mTypeError\u001b[0m: Dimensions of C (107, 101) are incompatible with X (108) and/or Y (102); see help(pcolormesh)" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.pcolormesh(np.degrees(mapper.ra_bins), \n", + " np.degrees(mapper.dec_bins), \n", + " mapper.map_sums[\"f093\"] / mapper.map_cnts[\"f093\"])\n", + "\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "48e584ac-3d8c-4d1d-8257-7077e63b879f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.pcolormesh(np.degrees(mapper.ra_bins), \n", + " np.degrees(mapper.dec_bins), \n", + " mapper.map_cnts[\"f093\"])\n", + "\n", + "plt.colorbar()" + ] + }, + { + "cell_type": "markdown", + "id": "352b702d", + "metadata": {}, + "source": [ + "The simulated time-ordered data is stored `lam.temperature`, which has shape `(n_freqs, n_dets, n_samples)`. Plotting the output as fluctuations:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "758e5590", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkEAAAGwCAYAAACuIrGMAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAADryUlEQVR4nOy9eZglRZk1fvLutVdX7w3N0uxr0ywiiiwDyuKAA7jjOAriMgIODDoyjqi44DAjOi4fKKLOIPr5+MNhZtRPFJVNW0Y22ffGBnpfar119/v7I29EvhkZkZk3I27Xrao4z9NP13IrKipvZsQb5z3veZ1ms9mEhYWFhYWFhcU8Q2qmJ2BhYWFhYWFhMROwQZCFhYWFhYXFvIQNgiwsLCwsLCzmJWwQZGFhYWFhYTEvYYMgCwsLCwsLi3kJGwRZWFhYWFhYzEvYIMjCwsLCwsJiXiIz0xPoVjQaDWzYsAEDAwNwHGemp2NhYWFhYWERA81mExMTE1ixYgVSqXCuxwZBCmzYsAErV66c6WlYWFhYWFhYJMBLL72E3XffPfQ1NghSYGBgAIB7EQcHB2d4NhYWFhYWFhZxMD4+jpUrV/J9PAw2CFKApcAGBwdtEGRhYWFhYTHLEEfKYoXRFhYWFhYWFvMSNgiysLCwsLCwmJewQZCFhYWFhYXFvITVBFlYWFhYzCjq9Tqq1epMT8NiliCbzSKdThsZywZBFhYWFhYzgmaziU2bNmF0dHSmp2IxyzA8PIxly5Zp+/jZIMjCwsLCYkbAAqAlS5agt7fXGtNaRKLZbKJYLGLLli0AgOXLl2uNZ4MgCwsLC4tdjnq9zgOghQsXzvR0LGYRenp6AABbtmzBkiVLtFJjVhhtYWFhYbHLwTRAvb29MzwTi9kIdt/oaslsEGRhYWFhMWOwKTCLJDB139ggyMLCwsLCwmJewgZBFhYWFhYWFvMSNgiysLCwsLCwmJewQZBFAI1GE+VafaanYWFhYdF1mJiYwN/93d9hzz33RE9PD17zmtfgj3/8o+81n/70p3HggQeir68PCxYswKmnnor77rsvcuxNmzbhIx/5CPbdd18UCgUsXboUr33ta3H99dejWCzy1+211174yle+Evj5T3/60zjiiCN0/8R5BRsEWQTw3u/9EUd99g68tKMY/WILCwuLeYT3ve99+NWvfoWbb74Zjz76KN7whjfg1FNPxSuvvMJfs//+++PrX/86Hn30Udx7773Ya6+98IY3vAFbt25VjvvCCy9gzZo1+OUvf4kvfOELeOihh7B27Vp87GMfw09/+lPccccdu+LPm3ewQZCFD1PlGu56ZismyzXc/vimmZ6OhYXFPEGz2USxUpuRf81mM9Ycp6enceutt+Laa6/FCSecgH333Ref/vSnse++++L666/nr3vnO9+JU089FatWrcIhhxyC6667DuPj43jkkUeUY//t3/4tMpkM7r//frz1rW/FQQcdhFWrVuFNb3oTfvazn+Gss85q+5o6jhP4t9deeylfv9dee+Fzn/sc3v3ud6O/vx977rkn/vu//xtbt27Fm970JvT39+Pwww/H/fff7/u5e++9F6973evQ09ODlStX4tJLL8XU1BT//s0334yjjz4aAwMDWLZsGd75zndys0MAuPPOO+E4Dn7961/j6KOPRm9vL17zmtfg6aefbvtvbhfWLNHCh1dGp/nHo0Xby8fCwmLXYLpax8FX3T4jv/uJq09Dby56O6zVaqjX6ygUCr6v9/T04N5775X+TKVSwbe+9S0MDQ1h9erV0tds376dM0B9fX3S1yQpCd+4cSP/eGpqCqeffjqOO+640J/58pe/jC984Qv45Cc/iS9/+cv467/+a7zmNa/BBRdcgH/5l3/BP/zDP+Dd7343Hn/8cTiOg+effx6nn346Pve5z+E73/kOtm7diosvvhgXX3wxvvvd7wJwvXw++9nP4oADDsCWLVtw+eWX4z3veQ9+/vOf+373Jz7xCXzpS1/C4sWL8cEPfhAXXHABfve737X9d7cDGwRZ+EADnx3FygzOxMLCwqK7MDAwgOOOOw6f/exncdBBB2Hp0qX44Q9/iLVr12Lffff1vfanP/0p3v72t6NYLGL58uX41a9+hUWLFknHfe6559BsNnHAAQf4vr5o0SKUSiUAwIc//GH88z//M//eP/zDP+Cf/umffK+vVCo4+OCD+efLli0D4LJs5513HoaGhvDNb34z9G8888wz8YEPfAAAcNVVV+H666/HMcccg7e85S389x533HHYvHkzli1bhmuuuQbnn38+/u7v/g4AsN9+++GrX/0qTjzxRFx//fUoFAq44IIL+PirVq3CV7/6VRxzzDGYnJxEf38//97nP/95nHjiiQCAj3/843jjG9+IUqkUCDpNwgZBFj7sJIHP+LRlgiwsLHYNerJpPHH1aTP2u+Pi5ptvxgUXXIDddtsN6XQaRx55JN7xjnfggQce8L3u5JNPxsMPP4xt27bhxhtvxFvf+lbcd999WLJkSezf9b//+79oNBo4//zzUS6Xfd/76Ec/ive85z2+r331q1/F3XffHRjnH//xH7F27Vrcf//9vOWECocffjj/eOnSpQCAww47LPC1LVu2YNmyZfjTn/6ERx55BLfccgt/TbPZRKPRwLp163DQQQfhgQcewKc//Wn86U9/ws6dO9FoNAAA69ev9wVt9HeznmBbtmzBHnvsETpnHdggyMKHMcIEjZdqMzgTCwuL+QTHcWKlpGYa++yzD+666y5MTU1hfHwcy5cvx9ve9jasWrXK97q+vj7su+++2HffffHqV78a++23H2666SZceeWVgTH33XdfOI4T0MCwMWWBy6JFiwLs08jISOB13//+9/HlL38Zd955J3bbbbfIvy+bzfKPWQpO9jUWyExOTuIDH/gALr300sBYe+yxB6ampnDaaafhtNNOwy233ILFixdj/fr1OO2001Cp+LMNYb+nU+j+O85il2J02jJBFhYWyTFWrOLqnz6Bv1y9HCcfEJ/1mG3o6+tDX18fdu7cidtvvx3XXntt6OsbjUaAzWFYuHAhXv/61+PrX/86LrnkEqUuqF2sXbsW73vf+/DNb34Tr371q42MKeLII4/EE088EQjIGB599FFs374dX/ziF7Fy5UoACAirZxK2OszCh6my5w80XrJBkIWFRXu46d4XcOuDL+O93/1j9ItnIW6//Xb84he/wLp16/CrX/0KJ598Mg488EC8973vBeAKkP/xH/8Rf/jDH/DnP/8ZDzzwAC644AK88sorXFcjw//5P/8HtVoNRx99NH70ox/hySefxNNPP43vf//7eOqpp9rulL5p0yacc845ePvb347TTjsNmzZtwqZNm0LL9JPgH/7hH/D73/8eF198MR5++GE8++yz+K//+i9cfPHFAFw2KJfL4Wtf+xpeeOEF/Pd//zc++9nPGp2DDmwQZOFDqeoFQaWKNUy0sLBoD4++MsY/nirPvZT62NgYPvzhD+PAAw/Eu9/9bhx//PG4/fbbeSonnU7jqaeewnnnnYf9998fZ511FrZv34577rkHhxxyiHLcffbZBw899BBOPfVUXHnllVi9ejWOPvpofO1rX8MVV1zRduDw1FNPYfPmzfj3f/93LF++nP875phjtP5+EYcffjjuuusuPPPMM3jd616HNWvW4KqrrsKKFSsAAIsXL8b3vvc9/PjHP8bBBx+ML37xi/jXf/1Xo3PQgdOMa5AwzzA+Po6hoSGMjY1hcHBwpqezy/Cp/3oM/772zwCABb1ZPHTVG2Z4RhYWFrMJ77zxD/j989sBAL+94iTsvUie2imVSli3bh323nvvjlb/WMxNhN0/7ezflgmy8KFU9URo01XLBFlYWLSHLROe7mXLeGkGZ2JhEQ0bBFn4QAOfUrUR20k1Co1GE79+cjM220XRwmJOYysJgnZMWa8xi+6GDYIsfCgJ7E+5ZqY88eePbcSF/34/LvqP7qkKsLCwMItms4kJUlAxMQc1QRZzCzYIsvChJAQ904bE0fc8sw0A8MjLY6g3rAzNwmIuolxrgD7eEzG8xqws1SIJTN03Ngiy8EGsCCvVzARBY8RzaPuk3CvDwsJidqMorB8TITYbrJqqWCx2dE4WcxPsvqEGi0lgzRItfBCDHlNMEG3HsWWijCWDthrEwmKuQSyJD2OC0uk0hoeHeTfx3t7eRE1CLeYXms0misUitmzZguHh4bb9k0TYIMjCB1ETRKvFdDBJFkdrwmhhMTchVpRORqTDWINPFghZWMTF8PAwv390YIOgWY5qvYFs2lxWU1zETJXJ0yAoamG0sLCYnQgwQeXwA4/jOFi+fDmWLFmCatUejiziIZvNajNADDYImsW4/fFNuOQHD+Fjpx+A971uVfQPxIDI/IjMUFJQWnzSVoxYWMxJiJqguOn0dDptbFOzsGgHVhg9i/HVXz+LSr2Bz/3sSWNjMmF0f96NjyuGSuQnbRBkYTHnITJB1nDVotthg6BZjOe2TBofs1x3gx4eBNX1g6Byre4bJ07ZrIWFxexDMJ1u5hBlYdEp2CBoFiOT8iopGoa8d6qtYKU371LTJpggUQNkgyALi7mJqbIbBPXl3PXDNmG26HbYIGgWw2dKZiDFVG80wfyn+nIuE1Q1wASJQY8pnZGFhUV3oVhxn/WR/hwAcz5jFhadgg2CZinqjaZvgRmf1q+soAFPb84cEySKJcsGF8Zms2k1RhYWXQImhB7pzfk+t7DoVtggaJZibLoK6ho+WtQPgmqEWuJBkCFNEIUp7yEA+PzPnsThn74ddz2z1diYFhYWycB6DQ6xIMiyvhZdDhsEzVKMFv3dmU0sNjXKBBmsDutU2T0AfPvedWg0ge/cu87YmBYW8wH1RhMf/sGD+MDN9/uefR2wQ9NQj9vKwKa+LbodNgiapRBTTCwXr4Nq3WOCerKdZILMLIx03E1jJSNjWljMFzzy8ih+9shG3P74Zjz6ypiRMdmhaaiHaQqbRnSFAPCVO57Bedf/HlvG7bNuYQ42CJqlCLa3MMAENdzFKpNykMu4t0a1pl91Vq6JTJCZRXHDqLcYNmE7UVtYtIOXdk7zj581ZLfB02E9XlNLE2vTdKWOr9zxLB7480587/cvao9nYcFgg6BZik60t6i1mKBM2kGu1YqjUtcfNxCwGRJG06asO6as5b6FRTvYMOoFQVsnykbGZEzQQCEL1gvVxNr05x1T/ONNlgmyMAgbBM1SiFUXYnosCRhtnU2lPCaobo4JSrd8jYw1ZSWl9zuLFWNeSRYW8wE0hWwqxcTS57l0iqfUSxX9533LuBek0eDNwkIXNgiapQgwQQaCIFYd5mOCDAijWRA03KLIyx1oylpvNFG0IkwLi9igz8+2qUrIK+ODPdu5DAmCDDC/m0mQtsPQXC0sABsEzVp0QhPEmKBM2mOCjAijW3NjOgFRI5QUohN10foFWVjEBn1+TLm4cyYok0KhFQSZOKBtIem67ZM2CLIwBxsEzVJ0Ih3GNEHZlINsB5igQcNls6JLtjVNtLCID/q8TJTMaOrYepHPmD1IjZP52dS3hUnYIGiWQmxMaEQY3ZAwQSaCoNbchnvNBkEBJsi601pYxMZEuQNMEA2CDB6k6LPeaPqDIgsLHdggaJZiWvAFMkE5V33VYU7ra+aYIG6gZiodVq4Kn1smyMIiLqY6wQSRdFg+624vJtrkiM+2bcJsYQo2CJqlYMwPK0M1obPx0mFmmSDG/PS3XKjrjSbqBuhscWE0YRhpYTFf0BFNUI1Vh6U7xgQBwJR91i0MwQZBsxTTgtjYxEJT5ekwogkyyAQNFDwDtU50p58s23SYhUVc0ENEsVI30jqDB0FEE2TigCYeeMSgyMIiKWwQNEsxXfGnmEwyQcY1QTwIyvCvmQiCRL+hKZsOs7CIhUajGQgsTOgKy7soCBKLIiwsksIGQbMULM8+2GJXTDA2NW6W6DFBZoIVfzoMMMRcCXMz5T9kYTHXIVsvjAZB6RTyBg9SLAhiKTbLBFmYgg2CZilYANDPu70bEEZTs0STPkGtRbAnm0YmxQTX+pogSr0D5gTXFhZzHWXCorLAwkRxBVuH8tkUcplWE2aDmqClQ3n3c8sEWRiCDYJmKVgQ0ceDIP2Fpt7SBGXTKeSN+gTRhdEcw8QCtIHWNSgbasdhYTHXwZ7JlOOlqU0wQbRtRs6grpClv5YP9gCwqW8Lc7BB0CyFxwS1TlsGFhpeIp9ykGktYDUTvcOqnneIScE1uwZsETdRimthMR9Q5n4+afTkzDk7y8wSdQ8n1XqDj7t0qADAlshbmIMNgmYp2KJgkgmiwugM8wlqmAtWcjQIMjDfilB1Zqodh4XFXAcVMLMeX7pMUK3eAHO+yGWIJqiuNy41Vx0xbLhqYWGDoFmKoCbIQBDE02EOsilzTFCF+Q+lU0ZNGCsCE2QXRguLeOAp6kyKM0G6zw89hPiCIM21iVWBOo7XesdE6s7CAujSIOjuu+/GWWedhRUrVsBxHNx2222+7zuOI/33L//yL/w1O3bswPnnn4/BwUEMDw/jwgsvxOTk5C7+SzqHTmiCvHQYYYIMBEEs4MmmU8ia1ATVxHSYZYIsLOKAp8OyHhOk23aGrkE5gzYbLDijAZuJ1J2FBdClQdDU1BRWr16Nb3zjG9Lvb9y40ffvO9/5DhzHwXnnncdfc/755+Pxxx/Hr371K/z0pz/F3Xffjfe///276k/oOFgQwYMggyXy1CzRRLBCgyDPRdZcdVh/3qbDLCzagafTM6cJYmtQuqUpzBvyCWKsVSGbNpa6s7BgyES/ZNfjjDPOwBlnnKH8/rJly3yf/9d//RdOPvlkrFq1CgDw5JNP4he/+AX++Mc/4uijjwYAfO1rX8OZZ56Jf/3Xf8WKFSsCY5bLZZTLZf75+Pi4iT+lY6gIwmgjZokNr21GtsUEmXCRrRLvkE4EV4M9rDrMLowWFnHA1o880QTppsMq5DkHYJAJcn++kEmjYGiuFhYMXckEtYPNmzfjZz/7GS688EL+tbVr12J4eJgHQABw6qmnIpVK4b777pOOc80112BoaIj/W7lyZcfnrgMWAPTmTKbDPCaIVYdVDfT4qpDGrFmDBmqiMNr6BFlYxAM7MJgURlOxNeAFQ2XNAw+12PACNvusW5jBrA+C/v3f/x0DAwM499xz+dc2bdqEJUuW+F6XyWQwMjKCTZs2Sce58sorMTY2xv+99NJLHZ23LqqtdFI/SYc1m3oBS40ImLMpg0yQLx1mThjN9EqeT5A9HVpYxEGZlLKzdJgpTRAPglpmibol8jImyKbDLEyhK9Nh7eA73/kOzj//fBQKBa1x8vk88vm8oVl1HqImqNl0g4Jcxkk+JmugSnyCGk23z1AqpTEuNVAz5ETdbDYD1WFWE2RhEQ8+nyBDgQU1SnTHNvOss9RXIWuF0RbmMauDoHvuuQdPP/00fvSjH/m+vmzZMmzZssX3tVqthh07dgT0RLMVFR4EpX1fY0FGEsh8ggA3OMqn0qofiz1uNkMF13qsFf156xNkYdEeKhImSFsYHWCCWOpb1yeIVbKljemXLCwYZnU67KabbsJRRx2F1atX+75+3HHHYXR0FA888AD/2m9+8xs0Gg0ce+yxu3qaHYHoEwTo62x4A9W0w09z7u9KHrBQxiabNmeWSE+XnAmyC6OFRSx4OhsvxaSbtqLrB2BOGE09jQrZVp9A+6xbGEJXMkGTk5N47rnn+Ofr1q3Dww8/jJGREeyxxx4A3OqtH//4x/jSl74U+PmDDjoIp59+Oi666CLccMMNqFaruPjii/H2t79dWhk2G8ECk0I2jXTKQb3R1F5seAPVVIo3OgX0dEE1IqymJfK6miD6t/bbdJiFRVuQdXvXbTtD1w/AC4J0n0uuCbIl8hYdQFcyQffffz/WrFmDNWvWAAAuv/xyrFmzBldddRV/zf/9v/8XzWYT73jHO6Rj3HLLLTjwwANxyimn4Mwzz8Txxx+Pb33rW7tk/p1GvdFEvUFdmM2cuKhPUJoEQTpMEA12qCZINwiqEk+S3hyzCbALo4VFHHCfoKw5Px+RCTLnGO35BFlhtIVpdCUTdNJJJ0VWOr3//e8PNT8cGRnBD37wA9NT6wrQACKbdpDLpDBdrWv36PGqw1wH7mzaQbXe5O00Es21Rpkghy+QumLJiu8ka4bOt7CYL6ApJvb8aDPJ/BBlWBjNzBJ9LT4a2gUbFhZAlzJBFuHwB0EpY7SzSGdnDPQPowtgOuUY1wSZDKwsLOYLKqQ6LJ81tH6QQxQA5NJmgivKWrF0GGDT3xZmYIOgWQianvLrbHR9gvx0tonggpbHu+ySWU1QLpM2pjOysJgvoD5BpjRBXgNmw47RnAny0mGAFUdbmIENgmYhqB4mnXL4Iqavs/FK5AFvMdNhgqqKihHdgM1Lhzl8zEbTjLmjhcVcBwt4ciQdZooJYkUVxqrDiDA6nfIqV60uyMIEbBA0C8EWFY+xMSSMJmaJAEgneR0miHkE+a30TekPchmv7J7+PgsLCzV4n8C0d4jSL5H3H6J4mt6gWSL93wZBFiZgg6BZCNqGAoAxF2baNgMgmiCN/mHiXHnAZiwdlvIZRFpdkIVFNFh1aTqVIpogU+kwpgnyDjw6LX1YEMQYq5whIbeFBWCDoFkJxnbkeGDR0u4Yq+7wa4J0UkxUE0TH1k1bUQNG6mlkF0YLi2jUSOqKCZh102EeQ+0/nAF6DC2bF2OATJX0W1gANgialVCxK7qaoJpYHWZAcB3QBBkScVMmyHEcK462sGgDjLVJpxxj1WHi+pE3xNByJqglijblP8Tw3JZJjE1XjYxlMftgg6BZCM6CZMwKEIPVYfqBRaXmT7GZKmevCqk7UyaMDE9uHMdvntpsZCwLi25DXaoJ0vUZkx94AL21iTpGA9SJWl8TdP+LO/CGL9+F87/9B+2xLGYnbBA0CyFqd0yxIMHqsFbqSscsUTBQYwJp/XSYZ/YGmEsJAu7J823fXIsLvnc/Hly/U3s8C4tuQ41qgkxXh7WexVTK4alqneeSGjvS/0086795agsaTeCxV8axfbKsPZ7F7IMNgmYhRJ2NMSaICRtZdViKVYfpp8NyjF1KmS6RNyu4BoD1O4oYL9UAAA+vH9Uez8Ki21BveJogFlTUGk3NPoGsutTbVkysTRVSCQrAWNAGAJvGS/zjl3dOa49nMftgg6BZiIqy4krXLNHPBLH/zfgEMSZIv+we8P5W08ZsAPAKWQzpImlhMVdAvcaYJgjQNUb1O0YDtHI1eeqKu1t34Fl/2T7r8x42CJqFqAo+QaYWhSo7yYnVYVrpMFETZNoxWkwJ6vsEvTzqLYzbLEVuMQdBmSCq3dHxChIPPID3XOqwNqLXmCmHawAYLVb4x1sn7LM+H2GDoFmITgUWXGsk9A7TCa74wpgR56oXrKi8kkwIo0envIVx+2Ql5JVzF81mEzf/4c+459mtMz0Viw6AV3KlU+6/VupbJ1gRmWTAUDpMSH2bqmYDgIlW2hsAxku2Qmw+wgZBsxDVQI7ctDDaXx1mwiwxJ7BLppkgU67ZgN+J1uTCeP+LO3Dal+/GTx/ZYGzMTmHt89vxydsew1/f9L+2R9McBGWCADPsiqgpBMxqgsRCEBPPui8Imq6FvNJirsIGQbMQQU2Qmcoo0fHVhFmiqN0x1kW+Jg+uTAijixVvI5gqm1sYv/ab5/D05gl8+r+fMDZmp/Cnl8f4x3/eXpzBmVh0AuzAk2ZBUFbfhVmsLgVIwKJls9EZYXS90cRk2TJB8x02CJqFUDUlNdU2w6hZYk0M2PTZJXdOgibIYDqMMh9TZXMsyNrntwOYHTojqo/YMGarZuYa6kKfQBMuzKJPEB3XRDosLzzrukHQZMl/wBm3honzEjYImoVQBRbG22akTPoEmTNgBLwFsBPpMMoETRpkguqkf1K3p5ioYHSLrZqZc6CaIMBMOkzUKgJm0mGi/s+UMFpkfsZLNh02H2GDoFmIYO8ws20zeAPVtEmfIH/qrmooYDNtGAn4NUGT5ZpW80eGRqPJdRhA9586d5IgyGol5h68BqqMCWqlmAxUh2WkJfLJxm00mnxdEllf3QPPhGWCLGCDoFkJURNkgnJuNpsBsaSRthkqTZDB3mH0fyPCaMIE1RtNI1UoUxX/gjva5QvuzqI3vwmrlZhzoA1UATMVV/wQRcwS2fOedFwaPJnWBIn3dbezsxadgQ2CZiG8snMxWNFhbLyfzYj6HY1xawERN9MEmWGCgo7R+qzNtLAYmkiJiafO0WJ3Bxa0oaRNE8w90AaqgKl0mIQJ0kxT0yDItC+a+FzTNHi34rktE/jfdTuMj7tlvDRvg0AbBM1CqDxy9E5xwcWGt80woAnyAjYz6TDRSt+kMFpcDIsGxNHigks1N90IWhUnBnAWsx+c9RUCi27zCaI/lwtogvSeddaYdaCQAdD9QVC13sBbbliLt35zLZ7cOG5s3Ptf3IHXfPE3+MDNDxgbczbBBkGzEJ3QBFEmiJ0OzbTNUM21Q73DDDVQ9X1uwJk2wAR1eTqMsmE2HTb3wIXRKSHFZEATlDOoCaKVsI7jT91VNJ9L1spjuDcLoPvTYU9vmuBp6j+9NGps3NsefgW1RhN3PbPViAv3bIMNgmYhKjU5E6QTAFAvIJbTN+MTpOpz1tASHAd6hxkyYQSAoqDfMbE4ioGESf+hTmC6QxVyFsmxaayEhqa1BENAE2QiHSYEVnRcXSaItvYw0YoD8AK+4Z4cAPe5N1EE0SlsGO1MnzOq/9s4Ov8qQW0QNAsRrIzSDwDYyTDlACneRV5fZyOW89PFrK6xoLNTYEAYbaI6TKDFSxqnY4bZpD+o1hs+H6duPyHPB9z6wMt49TW/xld/86yR8dSaIP2DlFFNkFAAAXjGjjqsFeD9rYwJajTNtOLoFKiOcIvBPme0YfSOLk/TdwI2CJqFEHU2JgIAT9RIKjsy+kyQaOxIF0gTQm7TXkmAlwoySZOLzI8YaHUTRGG4iSDQQg833vMCAOArd5gJgkRNEEuH6dzrtTCfoIRriMgkA2ZcqAGP9RruzfGvmQr4H35pFB/98Z/w0g5zbuvUtsKkTo8WQeyYh70SbRA0C6HS2eilw1h5qxeksLSYXu8webACmLHSzwtmifr90xp8zgtai6OJhVEMesSS+W5CSWTC5qFOoNtAUyEmENAEZfXXkKrgQg2YE0b7mSAzZols7L5cmh/STDG0//z/nsKPH3gZX77jGSPjAX6WxqSnER1rx5QNgiw6jDuf3oJLfvgQvnPvusRjqBoK6qXDgkxQxkCaTdXnTHvcDuiiAD8LsoAxQSbE1sIY3cwEiRuBGBRZ7HrQc4gOMwu4BoRM+hLQBBlmk3NpPU8f8cAHAHlDrG+ZHKR6Wik2kQVNirUvuC1y7nhis5HxAGB0itpWmAmCms2mb6z52D/NBkG7GOt3FPE/f9qA+/+c3Osh0DbDSDqMMTZekGKmOsyfDnMchwiuDThRZ8RAUE/YyDb8lAMM9phLh4ljTHVxYBFIh3WxTmK+gG74Y5osALW8SIsl8hqpz5okYOksE2QoCMqm0Ztzy+RNHE6oeN2Qjh0AMFkxb1tRrjV8a2Y3axU7BRsE7WIU2IlD42YLNFBlAUBNx9QwWNlhoncYXxjJIsZ+hw4TJPYOMyWMZotATzaNAi8b1l8YyoR6B4DpLk6HsSCoVZHc1azVfECt3vDd1zs1jTZpQUJGbJthpIu8uRJ5VsZO1w/GLmkzQa37PJ9Joaf1XJoIAmiQ2jBYbUYZWVPpMHGcbq9a7QRsELSLYYJ2rQqBhRFhNE+HEU2QARdmmbCRBW8mhNxZoTGrqXRYTy6DQuvEaUIYzJigkX5Wjtu9gQULergmqlbv6tLhuY6isFaMTevpNmq+IMhc6x12WMrKgqCE+p1KLSi2NsUEccPVdMo7nBo48FDtznS1bszWgK4Zpg4moht8N2sVOwUbBO1isIdNZ2NVee/ouDDLKjsyBnyCxHJ+wIy7M7sGnjDajE8QZ4JyKfJemUiHufMa6csD6PJ0WMVfHdfs8tLhuY6AqF7TwbxeDzJBOQM+QTI2WVe/QwMVPqYh/R9L/eWzKWNjAsBOIi5uNoEJQ+wKDdBMaZdEDZDuvTUbYYOgXYweAxursm2GjjCaiRpTQSbIpCbI2LgKYbRuEMTel95sxguCDFRHMep9pBVYmEyH/fzRjfj0fz9urLx3ms/VKx3W9WSxSI5AGxfNe4exvg7xBDOTDpP4BOmmwySaIBMBm/vz7CCVNmIWySAGFqZSV/T5rjWaRoxhRW3RfEyHZWZ6AvMNPTn3YdNLh4mpII8FaTab3F6+rTG5bwjV7hjoHSahszMG0mGB3mGG0mFswynk0px2N5IOEzxJTJ3k6o0m/vaWBwEAB68YxFuPXqk9JmMeBnuySKcc1BtNTFfrGEJWe2yL9iEGPbqpVO4RRA48JswSxabGADmcJNQryphkFrBV6000Gk0eyLULFvDkMyljBoxA8P0xVXEVqNqs1n3XJQlmk3VHp2CZoF0MEykWtqDwhoItoWCzmdzTp9YpxkaqCdJL3zUaTbVXkmZ12DRngjxhtMl02DBngswwK9snPefYP2+fMjImuwaFbMoIc0nxzOYJfO9366wLdRsQNyrdIIg9z2mpn0+ysRuNJq+E8pfI67HUoh8Y4GeFdA5StLjCVFNWIPh+markEg9OJg5SIvM1H9NhlgnaxTBaHcb0MBm/906S00G1HjwdmvUJClrpJy1np8xUVhCH63anL3FNUNqIfouPy1yoW32KTFScAX77fFNGZxWSJihkU5gsm2OuLv3hQ3hq0wQA4D2v3dvImHMdon5MNx3GmKCspMdXYj8f8kxK02GJfYKC6wcNiMrVBn9O20Wn0mGdCFaAoF+XCdaqRA48pWpD+96ajbBM0C5GTweE0ZR+TrrYyMwSzXSnDzJBPLhKmGajf2OQCdJNh7mLgBsEtdJhBhZGttgs6GMGjGYWxq0kCNo5ZYZ2p2JUE0acDGPTVR4A/e757drjzReI+jFtJoj1DaOBhWY6iLLFNLjSZZhEKwzAPaixjH+5nvxaULNEE5ooBvGAa6KSq9lsBqoETQRXbB8aanmizccCCBsE7WKwIKhSbyRuIFoVRMxpsigkDQJqErNEbmqoUeIp8wnSTYdRBilnWBg93VoUerIeE2SCtREXm2q9qe38CwBbSTpsVLN0moFuPKacuAHg5Z1eHyWTtv9zHUFhtG4QFGR9dftx0SCo08Jox3E85kbjMMl9grIpr+y+A5ogE0FQtd7k+0V/3pyxY5ChtkGQRYdBqdukugjRJ8hxHP0UEw+sgqaGOpoguU+Q3lzZwphJOVwUaUoYzU7dvZQJ6oAw2v2a2eqOUU0TPQbK3pli2AB/um4+9ihKCtPVYTJNkG4/Lnp/SIMr7XSYf6viWiONZ4gynrxEXoNZYhDXdROMja+dT585J3t2/djhbD72CbRB0C4GzWcnfTjE8nBAf7Fhp0N/2wx9TZAsp6+bYpGdDpkuSp8JCjpGG1lsCBNk0omZlrSaMmCsdIgJooGPruvxfEJAGK3rEyQ0TwWgzaxQo0RanarrvyN71gEvfadzX3o+QWkvHdalTBAbI5NyMFhoFVcYbOfDWgRZJsii40ilHM4wJH04pGJjzXRQTcIE8eowA13kczJNUGIrffNBIENRJow2qAkqEGM2E8GVPwgyI2qkG48ua0exbdILgkaLFetCHRMiO6Or2+DpMJ/Y2EvTJxpTYpQImBNG5xVMkInqsLzp6rAOMkGFrOmCDVETNP/c4W0QNANguqCk1LPMj0O3bYSs74+udqfe8PLYcsG1XjpMpjPSTdtQJsikiywPgjJpo2Xn1NfDVHmrd385hpkgT79UazSNOenOdYhl4roVTOzAk5b5BCXcWGVGiYCJ3mHydJin4dERRns+QaYMGAFvDWFpQRMMLb0HvNZL+s8PO+CxIKjRNHPgmU2wQdAMwCuTb39hqBM/Dp/OJqNnQOjR2ebMEinTYzIdFmrKpusT1FqwenNpowEA0/+YPsnRwMdUnyIaZJrUSogpsDGbEosF5n01UHAFsbpsRbhZYrL32UunyxkbZmzYLmTVYYA+cwWQwCKb7ohP0Ehfq/eegcMO1UaZPJyVBSYIMBMIzibYIGgGoNNE1RdY+DorG2KCDLbN8AdBlLUxkw7LSf5+yj4lAaWdc4YWxiqpBPQZEBpYbESbeyMGaiTI9NhA/eBK9Dkx5Z8y18Ge6YGCGd0GC1jSPk2Qe082msl6BYoVqwy6xobVuiK40mSums2mF2ClzTpGi0GQmeqwVhCUcYw1iwa8NWiwx7MMnG9l8jYImgHouEZXFOyKrqcPz+nLGqg2monyxJSV8fsEaVaycWE4+fvJYqsjji5yJijjnTZ1DRjJ+1zIpvmCa0QYXTHfBZpf30xK2/GXQgx6Jm06LBbY/cxKo3VP6nVJEQQNVpJsglHBCpAsCGL+QkEmSO+AQudCG6iaYEGYnw8LgkR/nyTg1zdFihUMpK3KkvT/fHNzt0HQDKAnp8EEkYde5viqa5YoC6yAZAEL1R6kJQxT0mClHMIEAXoUOVsAenLmKqNo2iufSZHSe/3FZlLQAelWDgGCWaJB6l28303MdT6AXXsvCNJnJgF524yk48va7gD6Rq7K6jDNNC39G00Lo0udZIIMP5MlXiFn9hrMJtggaAagswnStFXKYGBRlVR30AWtlkAXJKtiA1zBrfs7NctmJSk2+v0k4NVh2YyxRYEKMB3H0UqHiiiWzTNB8uowc2kChvnYrDEJOBPUQU1QOuXwZyjJ81OVMMmA38NMZ9xcWsEEJUxfia7zJh2jiy3BMtPZmPDYosJzs0GQV7BhMiU4m2CDoBlAj0Y6RGkeprlhhzVQdX9v8nSYOFftdJjkGjiOo601Arz3pIcKo+sNrbJRdtpiadCCwcVG1ASZqESpdogJEs0h52OfoiRgzCcXRmsGz54mSM7aJEkJ8bY7ko7uOveQqjpMt+qMCq4dx9E2i/SNLYiNk7YMoaBrqWcPYM4s0S3YMHcNZhNsEDQDMKEJEtkV3bJzmXcIXdCSBBayKi5An7VSUeQmvIJoibypbtXUI4j+b0QYTUzUADPBiqw6zAQTxNIEg63NfD52rE4C9n4wkzxTTFCw7Dw5G1JTHHgAvYBFnQ7TO0jwlhmtcU1WXFUMM3eAd0ilBxMTpexsbXLTYeaqVmcTbBA0A+Al8glutqpED0M/1zUlo+kwx3H45pqkQoy3tzCcDlMGVwYWB1oin9fUSXg/61Wc0f9NOkabLMct+9Jh5oIrFmAu7M8DCLJYFnIEhdHmNUGAXopJdTgD9A4nMsd535iaTBDb+E2mw3g1X+v9MhlYZdJ66UURJbI2mRSHzybYIGgGoNKEPL91Ejfe/QLGQppLslJltR+HXnWYmmHSWcB2DRPEArik4zYaTX+JvKaok4GnwzL+IEj3xFWtNziDt6DVk8zEIi4TYZp00l3YCtimDLX5mOvwSuTNVoepytmTpFlk1aXiuMmqzhRMkKZZomhAaaIhK4NpDZc7JkmHmRRxk7WpoMEEzmZkol9iYRqsOkx8gP/2+w/i6c0TWL+jiM/+1aHSn43KkSdmV1hOP6DfcYBq0iBILmrU1QSpDNR0GSb68Pfm0lzUWak3tBYGMR1mShhN58R8Pkyc4qgPk0lhdIkzQa3SYcsExYK4qbKO4iKTExcqTZBOICCrLmXQYalVa4iudUNZCIJM6WEajSaf80CeaYLMpcOyabM+QWwPoqlvWyJv0XEUJJvgxrFpPL15AgBwz7NblT+rKkVlnycXRitOhxr9w9RMkG46TM6GZTUDQSrUZe+RCa0AL0PlTJCZxYYG0UwvYiKfT6vvOlGJwlN384x2TwrRLJF+LQlkDVQBvZSQrLqUQaelDfs71W0zkgZBfv+hXNoMC0L/xn5DzB0gZ2dNHEzY+5Y33CdwNsEGQTMAWQPVV3ZO84+3k27bIqJMyRKnwyRtMwBPz6OVz8/IaXfT6TDdh3iaiCXZKdlEEEDFh4C34OqWzpbIdSgo2MUk4KfvTEpbe+GN2eDjzueO1UnA22bkqatv8vdZVgQBhKetNoxOY7ykTtOrDmd0XPEZqtUbuObnT+IXj21UjqtkvjWfIdpB3v3fTIrJFwQZ1ATJ0mFGGCay7ptkfWcTui4Iuvvuu3HWWWdhxYoVcBwHt912W+A1Tz75JM4++2wMDQ2hr68PxxxzDNavX8+/f9JJJ8FxHN+/D37wg7vwrwiH1zbBu9k2j3vNJSdKNeUNrsqRd6KBKuCd7JIxQQrGhs9Vr0TedNUZLY9nMCEWLAnCaFOLGK1wMWl0JmOCdBdGynoN9zAmaH4ttknBSqx7cmkenOu8z7IGqoD6Xn9iwzhO+pc78Vdf/52yJU1VwS4BXgd48X6/48nN+ObdL+CD339Q+Xx5650wV00miAUroiao3mgmahvCQM1sTQnZAb9PUN7QwaTZbJI12uHX2AZBM4ypqSmsXr0a3/jGN6Tff/7553H88cfjwAMPxJ133olHHnkEn/zkJ1EoFHyvu+iii7Bx40b+79prr90V048FmU/QlomS7zU7i3I2SH0y0hVGt8YVFjGdTVCVDuMVZwkbs8p6hwH6miDGBPVmvSDIDBPUEh8KKTbdxZGOa1LUyFMQlAkyNFfHIfqleaY9SAp6mDAh4K0phNGq+/JXT2xGpd7AC9um8NSmcfkcFZWggFpw/egrY/zjF7cVQ8dVrXfJq8PEEnnvmdcJzmmVHHsmzTBB5lPUlDHPECbIxHwBVx/1xIZxI02dO4nEwuhqtYpNmzahWCxi8eLFGBkZMTKhM844A2eccYby+5/4xCdw5pln+oKaffbZJ/C63t5eLFu2LPbvLZfLKJc9NmZ8XP6wmwBjGmiJ8JaJsu81O6YqWDroD+yAkJJR7bYZKiYoeWChYmxMpcPEa5DRZJiY0WAhZzoIYq6sKWFMXWF0kAnS1Rk1m01p2wz9gM1zpmVVcpYJigdayZTPpFCs1LWYybqkgao7vnzTfn7rJP/4pR3TOGTFUGBMdqARn3VA/QxtHPMOfi9un8IBywYCP0tTs765alaH8XSY8EzyeeYTDStlUWsNPSE74GfqdTRW/jG9n/c1SzakCfrKHc/gq795Dpeduj8+cup+RsbsBNpigiYmJnD99dfjxBNPxODgIPbaay8cdNBBWLx4Mfbcc09cdNFF+OMf/9ipuaLRaOBnP/sZ9t9/f5x22mlYsmQJjj32WGnK7JZbbsGiRYtw6KGH4sorr0SxKD9pMFxzzTUYGhri/1auXNmhv8ITsdIGkpvH/UzQDoUuKKrsPGlTPY9ulY9r0idItzO5t0mnfV/XFVxzJsiXDtNnWMpVeTpMvx0H3RzNMEF0ATRZHcZNKHOEtbJMUCzQFLiJ97kmaaDKxpeNvZUc0MR1ypujvOIMUPsEbSJB0IbRaYigAXlAGK15HUSfoHTKMWI4SlnUvBhYaaATvcPomk6rzkylw266dx0A4Bu/fc7IeJ1C7CDouuuuw1577YXvfve7OPXUU3Hbbbfh4YcfxjPPPIO1a9fiU5/6FGq1Gt7whjfg9NNPx7PPPmt8slu2bMHk5CS++MUv4vTTT8cvf/lLnHPOOTj33HNx11138de9853vxPe//3389re/xZVXXombb74Z73rXu0LHvvLKKzE2Nsb/vfTSS8bnz8CqBiaI0HCrwASpxNEscFCxK4mZIN6lWF51plMirw7YOiWM1tQESdJhWiXy3Jrerz8w1Z3epNFZJXA6TG6WSUGvLWetLBMUC7RCykR7h3Y1QfRAJq5T3pjt+wTRIGhnMSi6rvo2abPrnegTRD/WubYyFpX+vqSoEZdvU0EQm6vjuPeCrpyAotlsch8wE73TOonY6bA//vGPuPvuu3HIIYdIv/+qV70KF1xwAW644QZ897vfxT333IP99jNLgTValOub3vQmXHbZZQCAI444Ar///e9xww034MQTTwQAvP/97+c/c9hhh2H58uU45ZRT8Pzzz0tTZwCQz+eRzyfkQNsEMz2jTNCWljC6N5dGsVL3BUgUqpORdgPVhnwR0/H0UaXDGDOUVBMU5SKbdMP2hNHeY2GiOqokMEGmgiDKBBkzYKSNJTMpz4BSM69PvZIsE9QeyoQJ4v44Gu+zyiyRBVjifbmD6BNVRq6xfILIM9RsNn3psDGJBlJM1/jmqhmwiCXygFspNlWpax146AEtk3KQcoBGk/2+bPgPxxg3Sx2jDaXDsulUq/eimXEBYFQIamv1hjRA7gbEDoJ++MMfxnpdPp/vWCXWokWLkMlkcPDBB/u+ftBBB+Hee+9V/tyxxx4LAHjuueeUQdCuBKsaGC+RdFhLGL33oj48vmFc2VLAKzs3zQSpUlf6miBVsJI4HSY5xbm/R+8hLvK+YXRh1NMeALIgyEzqilL6psTWFcISpFOOF7AaSocVsmlj5cjzAW4FD9kANRuHAtQsUV52Tt+XZrOJnYQJUpXJh/kEydamqUrd55MmZ4K81ys1kIbMEgEzvQdpEOQ47vtVquqZrQJiOsxMKxs+ZisY5j5rCddlih1CULtjqoIlEo1rN0ArNPvMZz6Dn/zkJ3j22We1umzHRS6XwzHHHIOnn37a9/VnnnkGe+65p/LnHn74YQDA8uXLOzm92GCmZ5VaA+WaK3JkkfOqxf0AgMlSRBBkuB+Xlw5TaIISsDZR6TDd3mGmzRJLvG+YaSZILsI0lw5LGQnW6JzY/aWjCaMoVYPpMMsERaPWaIItrfl02oh4ta7QBMnKzsdLNZ89hpIJarN32LgwzqhkXPbMpZwgQ61bJceDIJL6NpFqrAjst6kDD21Qy4JV3bSVeKA2qQkaFYKgsFZQMw2tthm9vb247bbb8NnPfhbr16/HqlWrcNhhh+Gwww7DUUcdhde+9rVIC+LVKExOTuK55zwh1bp16/Dwww9jZGQEe+yxBz760Y/ibW97G0444QScfPLJ+MUvfoH/+Z//wZ133gnALaH/wQ9+gDPPPBMLFy7EI488gssuuwwnnHACDj/8cJ0/1xj6ienZZKnGT0S5TAq7Dfe4X1d02FbayGuejLy2Gea606tYK27AqHmKC2iCNCrZAFIdJtMEaaQfxAaqJk7z7rgeE1QwtNiKizivDkyYumSQCaOtJigaPjYk4xgJoCMbqJIgYOdUvM1MVV1Kx6VznhAOefJ0mLozfV7zGQrVBGk866KPm7lydgkbaKgIgl1fk5qgHVP++2Syi1vkaAVBH/3oR/nH9Xodzz77LB577DE8+uij+NKXvoQLL7wQ119/PU499dTYY95///04+eST+eeXX345AOBv/uZv8L3vfQ/nnHMObrjhBlxzzTW49NJLccABB+DWW2/F8ccfD8Bli+644w585StfwdTUFFauXInzzjsP//RP/6TzpxpFOuWgL+fmnydKNS6CXtyfJ3ohhSZI4Zuh6/GgaqDakRJ5TXah047RsuowE0xQwCfIUNuMPGGCdEvkvWvrzjVjjAnyroFlguKDPs+5tKcJ0tmoIhuokt8ppjVUQRCvLg1Lh5E5i2m1CckmScvNRXCGRbdtBhmbH3g0rq04Z1MFC9SM0nRgxeZqUhMkBs9TikN9N8BYA9V0Oo0DDzwQBx54IN785jcDADZt2oQ3vvGNeOCBB2KPc9JJJ0Wm1i644AJccMEF0u+tXLnSVynWregvZHgQtLWlB1o6mOcskeqmUaWCTJkliouYVok8H9NcZ3r6c8F0mF6ufLrVO0xWHaaz4IjGbKaZoEImbYx29xZxlg4zpAkiLNt87VadBIEKng5qgmT3EEtrMIGvSquoOkQB8nQYK/wIG1fFJAMGNEG8bQZlgvQCKyDIUhsLWEjpPe8TaSgdlhFS3yZ8gkSz325mgrQ0QXfccQde/epX48QTT8Qdd9wBANi4cSO++93v4h3veAeWLVuG973vfUYmOtfAdEET5So3SlwyUEBfKwiSnYwAdT+urHY6TE5nawmjWTl/gLHRS4epHKN19EuAP2XDYKRtRoAJ0l9s3Z8nTJAhYbRI55uqDpsmonM215pmi4L5gCrR6rkVPPqiWGV1mOReZ2mrJQOuqJW63PvmydPp8YTR49PuuMuHWul/iQZSZYrqm2tSs0TBJ4iOqRNgiiy1Of8u73DiMem6Bx5/OswTRus/k2K6UxU8dwO0gqCLL74Yf//3f4/rrrsO//mf/4n3vve9OOCAA3DHHXfg7LPPBgB86EMfMjLRuYYB7hVU4+XxSwbz6M8H3aQplJogzYqrmoJdMVEib1wYrfJK0jzJFCU+QWa6yMuZIN2TnOc/ZM6AUFzETTFBVBhNNVeWDQpHXejpZ0K8KjIADNIqrhYjvXjAtQ+ZVtxf3CdIZpYoud8ZE7Ri2A2upir1QHsFVZ9E31wNtc3wzVPjGQrobEwxQSQdxtbkRhPKXm6xxhTWZ5OaoKlKLfTzboJWOqynpwdvectbALh+PYsXL8YTTzyB3Xff3cjk5jIYEzQ2XeUurEsHC9yjRnXiUvYO01wUVItYVuPUoapk0604imKCki44JYkmyIRZYoUEK4A/PdBsNuE4yez0O9FAtSzcX+Y0QV5LEhq8lqp1zn5aBMFYTfZcmthUo5kgb2ymTWRBULXuluyL6w/tRi4iJ2EYmD2IywTtBOBulGxdZL9LNSZjWKr1JhqNJlJttqSQFVeYeIYqgv8Qa3aqzQRJ0mGAu8amU+0VHzF4rU78AbYJTVBRkHPM2XTY1q1b8aMf/QgPPvggpqensddee9kAKCZGet2HfbRY4emwxQN53l9KJXBVNRTU7iKvWMR00mFqY0dmlthM1FxPJQ7PaJ5kZOkwE94htJQd8OsQdBYcX9sMA+W9gHd/eekwvdQlA/cJyqSRSnmUvq0QC0ddMDE1IYxuRxM0ydNhnpGsjA2q1uXpdDpnmTB68UCe32OiDjJMGO1zY05wLeTpMP2Gp7w7vcAE6bIrPMhMOb51r6bBBAXSYQZL5EXmRwyKuglaQdDf//3f45e//CU+9KEPYcWKFXj88cfxpje9CZ/61Kfwn//5n6bmOCexoC8HwDUJ8zRBeeL8GyWMlhsQajNBgeqw5JoQpU8QWcCSlF6LZdx8XM2HWJYOM9JAVVhw6bzNBFeeMFrXMVq8tp7OSrdthjsuCzBl7IBFEF7AsuuYIJ+AuXWCX9CXA3t5ScJS83R6TLNEpgkaLGQ5EyhWxKrS6XSuQDJtndQs0SDra1oYXSFrKX3fdNLUnRRGs0zGon53n+vmdFhbQdA3v/lN3+eXXXYZbrrpJtx3330YHx/HU089hfe9730oFAq49dZbjU50rmGktxUETVWwpZUOWzJQiPRQUXVVZi6iSQKAZrPp+XyI1WFs3AQPMaVwfWOS35HkgVOVyOtqgry2GZJ0mA5jIzBBNAjSasxKFnJTFWcqTVC90dQyRKWaIDp+t/cVmmmIaWrdRsmA2tNHJoxmTNBAIcNNRIuyIKhtn6AqH7efB0ECExRiwMhaUojzjQtaVCDOU88sUfTeMaP/o47+6ZQDlkHXeX4CmiCNPUQEC3oWtPa5btb+tZWM//u//3scccQRvA2FiL333ht9fX0466yzjExuLmO4xQRtGi9xn6DlQwVOE6uYIKUmKJ2cyqWn/IB+J5WcCaAVDb4x03onGZX/UCe6yJtgLKiAGQBPB1XqDc3Se49hon+7js5IvLa02qdab/KFsl2IKUETVU7zASwNIjJBWukwlVmipJ0J03IM5DMoZNOYLNcU6TC2Sav1O3Rcpgka7Ml6QZBQURQmjNZtSSFjk02wNoFDRAc8fRzHQTblrh86Wr2aUGSjK6mgYIEyy3jo+pd1Em0xQZ/73Odw3nnnYcuWLdLv/+lPf8KrXvUqIxOb62BM0FMbJwC4D81wb9aXDpOdvKM8cpIsjvRBEhcxnRQTS6GJc9U9ySjNEjU3iGmZY7R2mrHB0w8y6t1I1Vk2hXwrCG5qVoyomCAgufUA4O8dRse3TFA46g25bkPnvlGxvjJNDAuC+gsZfjiQMkG8lD8YJLP3nAZPjAkaLGTQL2koDYSnw+h8kwRBnk9QUBNkNB1mSGfDpQVMq8erNjWedeH6mtQEsXtkYV/3M0FtBUF/93d/hxNPPBHnnXceajX/Dfs///M/OP7443HMMccYneBcxYI+Vxi9qZUKWz5UgOM4vP1BoylP60Q2Ja23LzamuhxRJ6AjNlaJuNlJhs23HTQaXupOVXWmmw7z9Q6LGaxMlmu45v89iQfX7/R9naY1C5LSezPpsLTPN8qE2JpXh2mmLhmmhXQYf6+6eHHsBgQ0QQbKmOvCmAwyTQwPgvJZ/t7JTvVVQcBNwdLLtOKV9Q4b8GmC/HtKmDCazjdJQCjTBJlJh/mdqE27OwfTogbSYYHeYfqaoCLRkgHd7Q7ftjD629/+NiYnJ3HppZfyr33pS1/Cueeei8svvxw//vGPjU5wrmKkdXMwLG112C3kvLekJHkYqzU5u6IjNqanCWUll0GfIDpuu5sgfehVJoza1WEJfIK+edfz+OZdL+CdN/7B93W6YZim3rnXSTblu8Y6XaBFzZlu6pKBCba5MNpgOe5chihiNnHf1KJK5KtBTVB/PoNCKBPkF9lSMAbJzwSxdFhG6Y0m6mtE6AQtYT5BWn3ZBINYEz5jQHAt9SpsDQRBPMA2WR3mXl+W8dAt2Ogk2jbo6OnpwU9+8hMcc8wxOPzww/HAAw/gBz/4AW655Ra89a1v7cQc5ySWD/b4Pt+91TjVzfm6aY1StY5B4psBqCuj6OfVehPtWK+wBYxZ81PonDi8nH5wYcxmUkCl3vZDHB4EJV9wKrUG3xxkwuiov/93z20D4D7sO6YqPMilfiTUy8Qb14ATdSaNTCvF2GwC5XodQDb8hxUQ6XzHcYWYdcLAJZurPB1mYsGdyxCbnZpgAFQBi7REvuwFQb2StJY3pudsLYIdKoqkQmicp8Oy6MnKBdeqwgoGnaBFllI34hMkrM+m0r41ISBkDK1OOkys3tWRVIiYFjRButYdnURbQdD73vc+HHXUUVizZg2+/e1v481vfjNWrFiBe++9F2vWrOnUHOckhnqzWDyQx9ZWefx+SwcAgKfEpqt1aemnqp8OPS1Vag0gj9hQaXcAPbO8sJOcF7C0mbojC5S44OrktOnC7iuRjyk4Hy165b3PbZnEq/YeAUA2f+H9MtGxmjJBbkuFFCq1hhadLROdZ1pBkM7iOC3YD5jwX5oPCPgEGQge6wpNEBu71mii3mginXI8JqiQIWktSZ+vhjywArxDRana4OlsFsAPEK2RGFypCiAYkmp4ms2m3CeIu64bFEYbKgAQK+V4n0Qj6TAhwDbQf5DNa6Ql+5gzTNCzzz6LH//4x5iYmEAmk4HjODj00ENx7733olgs4ogjjkBfX1+n5jrncPDyQdw1sRUAcMCyfv71QjaF6Wo9tApD1MOkU96Jvd0Fkp+4ZJb3GrRraDosYXd6uhiILrG8p04CxoJt0hnSpBKId9psNpt4ZXSaf850XgAVL/tdXc2U3ntMEOD+/ZVaQ0tnI3PjzqZTKNf0KlFEYbSJUu/5ADF1ZVIYHagOy/gPUvlMCpMVjwmSaXv4mCENVGm1ZalW9/38QCFLgiRFEKSoSEzKBNHAwVcib4BlCzRQZYcobWG0kA4zwgT5x9S1GGGg7+9In3sa7+bqsLaCINad/dlnn8UDDzyABx98EA8++CA+9alPYXR0FKlUCvvvvz+eeOKJjkx2ruENhyzFXc9sRTrl4Kg9R/jX3Y2iKhcgKnqHsa9NN+ptLwq1kOaH7LSYZLMKDYISnmhVmij6tSQbhEwPBMQzUNs+VfF9fwsJgnin96xw6jboRO0zZisbagBJmSAD+gPuEySYJZpggkrVOj70/QcAAN/866OlJdWzFaKIOZ/R36g8dkkdBJVrddSbTbAC1YFCxktrSdNhTLgbvPYFwrYUK3WuBxrIZ5BOOTwwLlaSaoLau4fo633CaAOu62LFlan7PJAOM9DTL5AOM6QJYh5B2bTD7Q+6uTosUdOe/fbbD/vttx/e/va386+tW7cO999/Px566CFjk5vrOO/I3bF9soJDVgxiqMfTcHhl8sEbR9Uywv2ag+lq+5tgNeQUF/WwvbSjiFTKwW7DPYHvVSUbqjfXZIs5r76QbHQ6wmi2ABdyQhAU43S4o+XzxLBpLMgE0Y3AnasJYbQ/wDJBvYvVYQBxDU+48TYaXvqhkDG74ALAvc9uw2+fdhnVP7ywHSfsv1h7zG6BsipIR7wrjMmQSaeQctzK1EqtwdefTMpBPpPi95k0TR9ilphKOShkXU+f6UqdV4YNttY8ng6r+McNW+sA2vU9GLRsnShjYV9O2lOMXju6NplIUYttZ0wEQdTMlqfDDLBW3vV1fP+zdkbt9mNjKJIqW3ZN5wwTFIa9994be++9N2+oahGNQjaNS0/ZL/D1sBsnjF3JZdIAau0zQSEnrrCKgS0TJbzhy3cjk3Jw98dO5iI4Bn6SkwmjE26CYr8bCp2O97LmqUC8RYwt6gysDQpA/Ujk+oukQQDVNZj03pEZ1OlUCAL+KkfGBJmqmgGAZ7ZMeB9vnphTQZDIBJnY/FSaIMDVyExX6yjXPBPCvnzGZ98hq1qthaxLgLshlqoVTFfrXBQ90PIH6uGC63Z9guRByy8e24gPfv9BnHvkbrjurUcEfo6mrKipqInnRymM1gpagz5uJhobB1JsQoVxPmFjVnag7MulI9tAdQNi88br169va+BXXnml7clYuAi7ccLy5Ek9RNiDKzvFhQUWdz69FdPVOibKNTz00s7A92OVyCecqyodGDZmvdHER3/8J1zx4z8FvJRkfcOAeJs1W9QZdhY9ZohR6yITpBsEyCh9E947sqoZdl8k3RyoRoBdB107A4oXt03xj/+8vag9XjehJhQtmCyRFzVBgD8lRCvDfN+TMCView8RPNCp1L2+YS0mSKU1CnOMpl8X78sb71kHAPjJg69I11DeMiNQrGBOGM3Gzmk+O4D/GeHuzin9FLV4+NVtZ8RQJO2HTFTcdRqxg6BjjjkGH/jAB/DHP/5R+ZqxsTHceOONOPTQQ23vMA1wUzLJjaNqSgokXyDDmh+G+VHQzeeFrVOB71dDx02YDpOYnPExI0o8H35pFD9+4GX8fw+8jIdeGvV9T9Y3jM4zbBFjizrDGGGGeBm7QmuUdHGkC3VBqLjSWcBkQZAnwkw21xJ5zxjFbtIxevukF3RumyyHvHL2IcgEmTNLDOv4Xq41uG8PC4IKvBpL3TtMxdr0EI8hWh4P0BJ6VXWYPLBSBS00EH5xe3BdklWGuZ+bTDH5g1ad94v+bDAdZq4SlMohtNoEkSIItjaVaw2t3oOdROx02BNPPIHPf/7zeP3rX49CoYCjjjoKK1asQKFQwM6dO/HEE0/g8ccfx5FHHolrr70WZ555ZifnPafBcu+yU0y4JijZQxy2gHnsQvAGXr/DW2y2SjYfsQTTP26yxTycXQoPAh55eZR//KeXRnHUngv451HC6DopGxbBFvWlg3lsHi9LmSAxaNMVRrOURDrlBFkCDe8h2caj20le1o7EZJ+iHeR6bxf0WbMdYnVY3sCmquodBvj7hzEmqK9lZhjKBIWUyAPUMLFGNEEZ3/fE9S4s9Q3I9XpT5ZovEF63dQoHLhsUxpUfpHgRhEbqRmSvWHWYDhNC1zP2npkQRosZANbOqNnUu7/YwY/qyAD3GoiHwW5AbCZo4cKFuO6667Bx40Z8/etfx3777Ydt27bh2WefBQCcf/75eOCBB7B27VobAGmCR8/Cw9hsNpUNVAH9klFpOoyVskuYILrYbJvwbz7NZjOUtUquCVJT5FHpsMdeGfc+3jDm+57XMkMeBNHfLYIt6nuOuPYQo1PxmaCki2O5GlzIk3ovUchK5HVapwDBDvJ0fBPpsJ0k8BFF6rMdYsBiskRextBSdmWKB0EtJogz1MF1qVpX64zoz05XGkomSLQECVvrABqUeT9HD2YAsJEUKTDIWma4n+sHLIESeSOaII+xYRomfjAxqAnytTPSMEblEoBs2se2dasuKJFj9Jvf/Ga8+c1v7sR8LCBvOAj4T+ImK654Pr/NUvapsjc/MQ1B52A0CFL4JMUZc+OY5+Xz8o5p3/eKErYC8F/nSq0RSJcBXguAlSO9+N8Xd2CiXEO13kA2nfJ8gjTcrWVd4Us1Gbuirz/gi3jaG1dXhDldDaYaTZol7pjDQZCybYZO93CWYpM8QzQlJKbDVEJk2rBX9lwCIM1Xa54mqCWMVrXjiHKMlulNRE3Y5glZECSvMDUh1u+EMNpbnyk7a0JrFLRbyaQdVOp6DFOZHPzo/dCtLXJiM0EWuw5eOsx/0/hywzJhtLYmSBJYhJhyTRFfj+1TYhAUFPP5xuXsQjJNkIwJypAxZflnWrW1YcwfBE0rqsPoQ1xWpJnYyXbliGcTwHRB/NSpYIKigsD/c+dzOPCTv8Bvn9ri+7qMCcq1Tl06+XyZGWccEWat3sAHbr4f7/jWHwJ+L7JA0Pv79XQC1XoD4yXv940WK12rPUgCng4TvFwqGl42YmBF4TE2NUwITFBeUR1GD2eygxTgT3lxJkgokVeaJSoCK1kByRYh6NkyHkzTyzrIA/rsLEDXJ7+Gy0TFmc+2gh9MDDzrZC/hzL/Gc0klAI7jGHvWOwUbBHUh+GIjLgq1cHYlaQO8sLYZYWLjImGCRHGwTMznGzdkruOlKi76j/vxt7c8EAjovEUmyMj4mohKHjhqYrhlouzbLMW2Dgz0IVanw1odk3tz/HTL2mh4IkG5/iAsYG00mrj2F0+jXGvg6799zvc9GRNkosN4WHVY2CL2vy/uwO2Pb8baF7bjjif9AZtMdM7eK92qEdquBHA9bmQNPmcrAkyQpvi92Wwqu8gDlLGpB4XRCk0Qvd9U1WEFIn7mmqAIYbQsNSsbkzLmrA0Rew43jweZIDZuMB3msWBi9WhceIGb3wrChDBafjAxlw6jH+sZo/olAN3eIscGQV0IlVliJWKxCau4uf/FHXyBEMGYA7kmSL3oTkkaIvIxW6+XNWUFwoOg7/3uRfzqic34+aObcO9zW4Vx1adDfxNZ/7juCdSbb6XW8C2eXsommCHORzzEE2SzYF5Joy2xricSFCpRYojYaWWLuJiHsStGHKMlWqOwhfGJDZ7e6vFXBL1VBzVBTIQ+3Jvl99lEKdjbarZCbKCq+x7TTVOmCfIHQe77xoXRCs1MLSL1TcedqnjPIRNG95DeYfRgEuUT1CtJo7E17tDdhgDIgyBlsQLV/yW8vuLzE7f3YBhkPm4m/KJkOi5PcK3fLJnbBHR5s2QbBHUheDqspqKHUwGNCKB2DP7Jgy/jzTesxdu+tVaaKmCbW5ifj0i7NptNflIEXHGwagELm6ssuFr7/Hb+Md1cgfDTIT0piQ8x0yzl0ikeLFH9iMoniP4u1embNZTszaUx3KL4GUPhiQTbZ4KeJ7YDG0anfa+VUfomRLOyU3IcipxWZYm6DJkw2lR1GEs7DvdkOWMxWa6G/cisgsgEsevGqhWTjgfINUF9OdbRvUaqw/w+QQGGurV+qA48gMf6TJSqSiao2fQHWFGO0dR7iIEFQQcscxtS7ywG7wVZKtn93Ls/kzCUrDksYFYYHZ4OM1Ai70uH6QcsoomrqSaynYINgroQKrNEVfNUBhW78vNHNwJwvXye3zoZ+LmwthkqsXW51gBdgxtN8EWTzkHVATqMCfozYUBeFDbUsIWRlXgCwRMSNWgbabE1O31VXHJNEBC9kPHmoLk0hnpbTNA0S4fJq8PiBAG0EWuj6dc7lCSn2aTCeIqq5PrGWXBphZZYoSO7BqZOh3SjZg7Ec4kJEjVBNPhPcu18+h1JwNITkg6LYoJkzBIDaws0VqwSx2h/EAT4A5qwPol0rr50WOuws+8StyH1mHA4o/MX2dls2ls/kvQPo2sOW0vNCKODTL3qcNoOZNW7tHVGUohMkAnWqpNIHATdc889eNe73oXjjjuOu0PffPPNuPfee41Nbr6C9VcSFxtPyCZ/21QPHGUUnpeYGnoPWYjYuOE3u6IsEDv90XRT0oCtXKtjI9n8/yyYnYU5RjuOoxyXMQZDPV7KivrLqHqHAdH+O7xXTpYyQa10WAT1HtZFfpMg3t48HmzHIQssjFS3yNpmhKTDKBMkekaJHeQB4qSreTqkZdxss55LQVCQCdKrtqlLPGcoGOtTrHiO0YwdUvmXsSBIxQIBJAiarvLDx4I+92sZws7SgCYqHSbTEm1rMUH7LHaDoHqj6TucAWqfIMdxtPQr9P3I8QDAvSZhz3kUZMGgSbNE2YHHBBPEWGp+4JlLTNCtt96K0047DT09PXjooYdQLrs33tjYGL7whS8YneB8hMonKK55GL2By7W672T+0o5gWwF+IpDpjFpjNpt+Kp2mjxb0uosZ7aEVNVdVOmzLeBn04LZh1J/TD6sOo3+D+BDTipSR1uJL2YvpVlAhTYdFiHinScNAdi14OkwSAND5hy0Mm8b8wcRWCRNUINehHWH8/3t0I37//LbA170SeZoOi2aYxDJ1Kiz1hNFmNQ0AfGwFS6+Im95shhhg+HRvCTYV6vclY4K4dqdcC/gEqZigaoRRIuAFQa+MTvP3fGFfnn+fBVg0oIkSRve2gjMalLH014qhHv5zY0JvP1WJPJC8Mz0gb8xKGc+kVYtVCRNkpou8JAhigmsDmiD2nsZpQj2TSBQEfe5zn8MNN9yAG2+8Edms1/38ta99LR588EFjk5uvyEeUyKvoYRkTsGG05Atetk0GfVSqIZogyg5RipS6yQ6SU544V3UQJD9xiY6/26fKbYklVb5GHhOUxYJWyopu3FTXIyKKYaG9crx0mDu2qvQ+zsIgijrljVnb9wn600uj+NAtD+Jd374vIJaXnw6jF1waUNYbTZ9rdphZoi4TNMnFuzQdNnc0QdyJubU5uWyn+n1+YeskNoxOB77OQCvDZFq9XtLHiwmjxeowFROkeiYBLwha12q105NN+6oFZQFNFJvcIwijS9U6f96G+7I+9olCZZYIeM9Tkv5hFXKAYNc2n/b0TklTTNIqLmZdolMdVgteXxPVYWK6cU4Ko59++mmccMIJga8PDQ1hdHRUd07zHqoePXFTTJQi3S6kJnZKzOTCzBLpaZHexLxTMDmBj0uCICVjo3jY2HxXLXbdl0vVhv90GLKA0XFF1+RxEgRxTVBRIozW0AT1SITRKsF1nCCAmTsyfQP1PJEyQTEDi/9dtwOAqzN6aL2/8a3s+sZZcOm1BPzBbEnChiU1yxThMUFpzlhMluthPzKr4DU7lWi/hHv85Z1FnPnVe3DmV+8JVGsGx1OZGrrXcMonjA5Wh8kOJqryeAAYajGkbINkzyCDTN8TWxjd+hn2zGVSDgbymeggKIT1TcJaVCRBRRzH+SjItTv67EpFMm4cO4woiEyQyRY5nUCiIGjZsmV47rnnAl+/9957sWrVKu1JzXdElcgr02GSTVB0cpb1VgoLrlTeO+yU2JvLSJmgMGdn1VwBrxnmygW9fCOmjE1YKw7AW8TE4IpWpMiZIE/XoxpTtuDUG03+N/Rm0xju9V8LVWPWOO60jLU7sFXpQt87jwmSCaPDF5tXCFNAK7lqdU/sLu0iHzLXKaHtyDbCMEk1QYYaqDKbhr5cxms83KX2/ElQ5weU4MYqatR+//x2lKoNjBar+JPQIDgwniJgYQFPsVLn11bsIg/400VRzVMBjwliWNjvD4IKEn0P18Io02H+6jBql+A4jk+MTRF2kJK14ogL2cHPRBDkVe+aTYfJqoLDzHHjoiQyQQb0S51EoiDooosuwkc+8hHcd999cBwHGzZswC233IIrrrgCH/rQh0zPcd7By0uLTFCUzia4CYrpL/HETseV9f1Jpxyw9bImY4JyaQwQMWX8ucpPHGyjX9SflzI2Ym8e9bjqdJjshMjmztgEijCGhboj9+S8IIidStVO1OFBQKPR5Kf5vRf1teZL2BXOBLVfdk6DKRoQ+atbgsGViiKv1Rv8d+427Lpmj5JrK9Nb5RRsRrugupUeYVOcCxAbqAJqtpPq/V6QFEC447nvhYoJ6sl6zzJn2Vh7C0UJuax6ScSi/rzvc5EJEgMaQF6p6Jur4C/kBUHu2GomqKUJkoyr0z9MtjbR9VPXe0haxWWgElRsmwFopsNEJqjLhdFt9w4DgI9//ONoNBo45ZRTUCwWccIJJyCfz+OKK67AJZdcYnqO8w55BRMUt5eOjAnaZ3Efnt86pUiHsXHVabZyreF7iFnKoZdsPtQ8MWoBU1VhsHTYov4cBgtZbBwr+ap94muNhHQYMWhjzBWtZmNzl6XDwlgbtminHPd1Qz2CJkjVkyyCCZoo1bhAfK+FbhBES/plTFBcd1rK0lD9CA1IpNVhigW3SE7Ny4YKeHbLpG/jkbFhxpggYujHNiGx595sRl0StKgE8DQIkjUOBaJZG8YE7SxW+AGFHQxYCbnr51MHkG3NI5xdAtz7f2Ffjgfgy4cKvu97qS1iaBqRUmf3U73hNpZmjA9LSSuDIMmzw6CjVVPNN5dJoVRtaKfDMpKUqBGzRB/DFF0EEQU1E9SdQVDbTFC1WsWpp56Kt771rdixYwcee+wx/OEPf8DWrVvx2c9+thNznHdQCRDZopePZFe8m42ll/ZbwszDJEFQSFdpd9wgRVqsEC0GEyiWKRMUng7jAkSB7WIpqpG+HBe6+qvOwhdGVYknC6QGClluqU8FtKou8vR3yR5i6obsOI5XHTblT4f1Ck7UUQsDC6J6c2ksHnBP0X5GLIQJilhsaJ83X4qtlV5xHP+GFrUwsvc9k3L4XOnGIzOMNKUToD5Bqm7ksxlVCROkuh9p4COmwRmiytnZfbqpNVbKAfpbX3Mcx9MrkgNamNkqxYphr7fe7gt6fd/zWDxv3EhhNDlYlCoNXhkWzQSpC0xMVIeJ4+oGAez6+kwNNc0Sm82mVF7BqmvrBpmgXEjrpW5A20xQNpvFI488AgDI5XI4+OCDjU9qvkNFyVYiGBteyu1Lh7mL4V6tlMpkuRboSl6JoLNlPjFUE9Sb98SUgblGMEHi38haUAwUslLzO5XlvTeu/IErkuqvAUHIXak1eCDYmw0+EmEbtieodn+OLcCsk7ysZQQQfeIcJadapmGifbJKktOsN2b4wkhTpFQXJatuARDZQLVIWLQhQRgOyPuymTod0hJ59nFpDqXDmIYnLUmFiOkFGiSrWuSENU8Fgq0ohnqySJHX5rMpTFfrvsOLrMu5DCuGC3i01VJl9wU9vu+JAaxPnxbC+mbTDqr1JorVGv/72UFkUGGeWZb03eN/X4QnWBhULLXb57CWOOCXpsNiNDUOAy1ykKXD9BqounPyHKPnoDD6Xe96F2666SbTc7FoQc0ERehsJLlXxgTtvaiXjxF0fA0PWDLp4OZKNUF9snx+lIBZEQRMkYoUHqyUKKugFjXS3ycGQUy425/P8J5FbHGk85ZWh4X4BBUFBoktvIB77dliI44bGQQxDVNvjuuMpExQmxVXzWbTdzKm1YMqh95IJojpqXLyihy2seV9wuh4p8Nms4nv3LsO3/vdOqnPylQ5KIyeaSaoWk/egFOEx9IGmSDRgG8HSZfukKS93fHCNUF9AmPJgnqGAm/uHGRsZJpCCsr+HL77sO97XguMWmvM6H5k9OeKlTo3KGVmqAMK3yiViztAmCCNEvmAMaqmMainC5MVQSS7z3z93iRtM3QE14HeYV2eDkukCarVavjOd76DO+64A0cddRT6+vp837/uuuuMTG6+QixFZafyqJJRuTDa3eRWjngL0GS55lsAPJ8PBRMkOXWwhaU3nyFltfHdXlWU/hTZUFmwIjY+BeTlrfT3iYsD2yx7c6SkvxVcFVs6hEzKkabZwgIWkeXIpFMYKGQwUarxEnf6fT5mxMJAHa6HSXnxdKWOnlzaW8h96bDoxbZUbfh8o8ZLLmOVTaeUqcaoShR+bfMeEzQuCYJ6fUyQ+3GUWPKRl8dw9U+fAAAcs/cIDlkx5Ps+TYfJuorvamybLOMNX74buw334LYPvzbURTkOZJogr0Teu3ZUGAyoDSOjNEHsmWNg9x4Dr56iTFAjfP1geMvRu+OH/7ser9lnIRf7M4gl8iqRvoieXBrjpRqmK3WSDnPn3B/BBEmrwzSE0arnR1f/xgXMvnSYXopJdX09YbRBJogfzruzOixREPTYY4/hyCOPBAA888wzvu/JDLgs2kNBKEVlN1OUWWJe8rCxIGjJQAH9+QwmyzVMlmq+ao2q5KRBITMgLBIjNV5WK+sdpkjdqcTGRbKhDpCmiwxh+XzVXOm4ffk0D4KYWDHMI8j9G2JogsjPDvdmMVGq8cqrbDoYXEUxQWOs0qUnh/58BpmUg1qjidHpCnpyPd5C3qYwWrY57ixWsGSgoFzEo3yCiqQCTsoESa5vNhOPdn+EdKR/cP1oIAiihn7dUB1259NbsWOqgh1TFTy3ZZI38kwKr3dYUBhN78fxUs0X3KoMI6M0QYOFLNIph481LJS26zBBBy4bxENXvV6qPRSND9m96DjhwZV7ACtjukqYoBZ7pWqo6/kE7TphNJC8Okp2fWU6zSRjuuPKGqia6x3m3a/dmaZOFAT99re/NT0PCwLK0pSrwSAosh9XK+Ku1BqcRVnUn/OCIGEjlDmHUsi6iE8RjQ01WGOIYq04pa9Ih/UrGmLKNn/fuIoT0hQpge8nKauJUjVUFE3nGlYiT392uCeHlzDNPXhEjxQ6pipgGSWnWsdxMNybw7bJMnZOVbF8qMfTBLUpjKbXN5dJ8Q17yUCBL1LiexZ16iwSfVhYOoxeIzpXUaNG8QJp+Ctr+cLvw3y6K3yC1m2b9H2sHQTxoCWo/aLvh1j1qeqfFqUJSqVccT/TjS0Q0mFSJiimJggINi1l6BXeO1rGHnawpp3kR4XqMBUTxM38JHNR2ZPEgWrNi9MnMAxVCXvH1/qEmiC6l/j0fwb8h0QmyLtfu5MJSqQJsugsMsRbgj6MUWJjxiCxTYdVAWVSrnGYalGIqu6QV4d5aStRTOmOGU67q5igKVJNNShjgvjmr9Avpdjm6s212Wz6tCPplMNPieOlGtH1yM8ErBovLB3WKzBBALC+FQQNyoIgkraT6UdGia8RHZOddmXBYBwBInUBZgJSph9hmq9gOiz81DlF9GFhHkw95PqqTDhFUBH3yzv9QRB9X/u7pDpsO5nvFoU4uR3UZZogiccSawbMNGnlmrwkO0oTBPg9fERTQ5lmJoqhjgORCYrS/jEwFnqqXAv4BA1wJkhMh6mZIK3qMMV10GnKCsgPqbrpMFWrE69hdnKGid2zBbFEvkuF0YmYoKuvvjr0+1dddVWiyVi4cBwHhWwaxUrdTzuzpqQRDQUZO8EW5IX9OTiOQ+hhgQkKaZsByLVGVAfCmSCaDov0CXIfkEA6rOJt0l6JfLDqTHWilInDK3VS/ZX3BMyT5RrGp6tedZNCZxTOBAUFymwRZo1rWTAnG5PNr5Dy/24W+LFrsICLo92vyzRBcXr0TJKggQVnLChWLeJRlSjUBkAMgqijtqw6jM1XZXlAhdsv7/T3xCpVvQqivnwGBUnrhV0NVeVdUsiCFvZMUWaBBce7L+jFExvHAbj30ELBpJCzNiFBEGV/dhv2V3FxN3tyOIvS/8WBmMr0UrPyZ5LBS5nXOBPEutOzQ9+kggmSrSE66TCVj5tudZTsQKnr7Kw6UOsKo2nwmBfbZswlYfR//ud/+j6vVqtYt24dMpkM9tlnHxsEGQAPgiSLjerE1ceDIPdntrY2ENatmW2oU4EgKCIdJjl1TJHeYdRqnyF22wwyZrlW9xm0cSaoHJ8JknklUf8ido0Ge7LY0DJijJsOkwUXslQPo+NZEBSWDgNaQZAQgE2RxqCAF1ix0y5fyGVMUFgQVPKCIFHErBZGh9PZ1GiS9YgaL1XRaDR9AQm9RvR3hAVtNJDYLrif02C+N5smqZGZW2ypB5PMmLRd1CWaIFmgz8xLh3qy6M25a8dkuRYMghrhBx4AWDTg/cxugp+PjAlirKsqkI0DkU2OywQx5mtsusrZU1ETNKFgggpSJii5MJo9H6KPm24DUamfT8xmySqoAtespjCapqLZe8f1f3OJCXrooYcCXxsfH8d73vMenHPOOdqTsginnVWBBaWGAW/TYIuaalGI6gItq7higYWbDgu2zYhqdOr9fd7P0GClN5sOlLIDcXyCgiJetlkWsil+ouYsE9EEKYXRkpM3g8wMkaWumDBalg6j4lDZCZFWPQHACPcK8jtR08CCC6NDqjCmZI1vS6wsWcEERVjpl6vepsICq2bTvc/Y++U4/veMtRNoNOP1TwOCzIqX4kwjlXK6QhNEA58dRbk4uR1UZZogSbBLhf/9+QyKlbpUF0S7yKuwz+J+/jGz1mDIS66xCSZIZLGj1g8G9my9MjrN/zZ2Dw7ks3yscq3OA5wwJkhLE6S4DnH6BIZB1pZE1yyRZxWEvURlNhsX7NrmMp6Wq9tL5I1pggYHB/GZz3wGn/zkJ00NOa8ho52jNEFswyxW3F46rDJsUZ9wMhIqR5i4TkWRS80SiSDYY4JosBKetpIxQWzjz2dSrVLzYLl11Lgy6pnqlxgGydhFCZvjn6s8dUfHpgGUyPwM9QTPGqmUo+xzBvgFzAAw3Mf0O+61oI1DGeL4BE2UaDrMO0XTvy/ABEVUjNBNMJ9J8xP2+HQVpYqXChMFrnH6p9Gy7+lq3Vf5JQaKYi+pmQC1iZhUVGi1A5mQmVVcVmrBZ6eXaPRkwWAt4lkHgONWLQTgtrZYtajf9z1eHUZ+t6yEu10EmSBvMw0DO8ys2+b2SusnVglsXQI8ZrXZbMaqDtMpkRfNbLVL5CX+XboCZtVewlPfCYMrzrJJmsjOGcfoMIyNjWFsbCz6hRaRYKeHdk5cbCGpNdwHnffhajFBsiaFgCYTRHyCqnVX/5HLpCLpbFox0Gg0kUo5fAFkGz+tDmMVRFFtM6T6pYp/swRA+odVOWs0INHu0N8lFUZXg3oisTnkcI//cz5uOoVqvd42E1SrN7gmiP5NcXyCaHA1KHHOBtr3CRIZpOGeHDZVSxibrvKflemtcmn3PlEFV+Olqq/sG3DTgT25nsDfAngHh3qjiWq9qbUpJwW1iZgq6zNSsqBF1jvMawCcDvVLisMEHbfPQvzXh1+LFcM9PrdoQG7kapYJ8muCVH5gDOweZkEQFXJn0ikvNViqYaQvh2q9yXvyhTNBSdJh8uugKwyWOfp7B4ikZonyrAJnmBJWnXlpeok7/FxKh331q1/1fd5sNrFx40bcfPPNOOOMM4xMbL6D99aSCKNVAQBNyRQrdZ5KWNjalFl1jhgERS1iHhPgvq7ZbJLAIu1jUIqVGnKZXORJTiYMpuXOgBeUsKCOeeUA7WmCPKPEIFszWqyCLSMDBfnjEEcYTccWxaSL+hVBUCaFqYo8CJoivdkAT+ewo1jxNSylp904J07aGZwGgoCX7hMXxiidgBg8DfVksWm8hNFilc9P6sSdSQFl9QmRsVZuY9ostkyUsWOqwntQifcLDbSmq3UtjUoSNJtN33ujMixsBzJNkNd3T8bMekyI2IAZiD7wMKxeOSz9umzsspEgyM8m80NUxJiDgv5O7FbPU4MtXSFl1qWaIMm6GxeeN5pcGJ0ksALkjv5RKeooqBz9ddtmyPRWugFbp5EoCPryl7/s+zyVSmHx4sX4m7/5G1x55ZVGJjbfwehEeRWG/BSXTjkoZN2OxVPlmpcOay0M3GJe0Zg1qncYe52vKieXQTadQi6dQqXewFSljuHeaGFjXgyCsmlfGbv7f5p3rZ4o1XwbvsonSMZaiSJjgJScT1e5HYGSCQpJ28j0RLsJfZFEcSofN+TUKc6ZtQLYWazy65RJOT6KnM5T5b0zQRgmjwlqaYIUFTlR6bCKsKAO8WtbQcppBeCSE31U1YwXCGYw0pfDlomyr+HrVNmf5qTPBe1yrsKD63eiP5/B/kv1vHwYStUGaBaO+mYlRY0zN5L3maZ8+bVIh1oF1GIwQWGQMkG1eIFVGMSijig/MAbx4LJQYGH7CxlsmSjzggAW3DiOvMBER7+ibKCqmQ6Sp8M0NUHKdBgbV48JklatziUm6M4778TKlSuREpw/m80mXnrpJQwMmFlU5jNkJ5IoTRDgLialasXPBLWYCK4VENNhEbb3IhNCF3e24Pbm06gUGzwdEEVn0we6XG0AheDGz8r6J0o1TJSqvvmFNVUEBNGoJB3GKrjGil7KZlDBBIUJG2UNUpcNFnyuu+LplP8NIcyNGBDyEvmpiu86+Y3O3PGaTZdBkAW1dLP02pJUffMI9g6Llw5jv3+YlMnz+0PCBDHthGrDiWrHUaz402GO4yDfSsVGUe9Pb5rAedf/Hr3ZNH5/5SnSCr52URSCHrEKMwlkJe2y4NljxTLK3oOA14YjTBMUhoIgLgZoOjR5+pH6BDWIrUKU95BoPyEeOESvIOpmLDskcDPIBOJ68TDAoFN2D8gPqRmNYI3+XDAdpucTJNNbdXuJfKLQfdWqVdi2bVvg6zt27MDee++tPSmLKCZI/bax1MBUpeZpgloLQ0EQHzJ4C21EJVfrBvccgtNcM9DHXaP9Ja6qRcxxnMCpS+a+TBcxNmY65ag9jTLBDZtWETGwkvPR6QpPuyRJh8k6pGfSKZ/Xitgnic9VwYTU6g3+t/YHmKCK9O+h8wTUrA1tvCoGFh6rJafz20mHAW6qUeajJI6rOiFSpkf0NKLf7yXBbdwN51dPbEKz6d6vj5HWHDoQnysT6TBp2wxJBZOPCQoVRusyQSFBkEb6kbK8pVo9VLxMIfY2kzFBgPdeRBVW6JXIy6+DqSBI2kXecIk8W1frSdNhEiZItzqu00h016oqLyYnJ1EoFLQmZOFClntXdfmmYMHIZKnGUweLmTBaQZNHMUziQyyKdt2P/f3DyhIfm6hxRfYD8BueRXkEAX4nZoYpSRk7T9kUq8SYMEIYLVlwVH3HTj5gMQBg5UgPlg4qmCBFNRcV1PJ0WCuomijVeDUX3fwB//unWnBK5BqKwmgWcIvtBLy2KVHCaPd1bGMam65KfZQYZO8VhayFyngpyAT1SWwCojaxF7ZOkY8nQ14ZH+xeYARDqdrQaj8AyJkb2aZCxf/s/ZP1UItjlhgGj2Vqj6GOHJfcc1PlemwmaNmgf79ZIejxvIpYPxMk0wMBmmaJqhJ5TSbE0+8EWd9GE4HigThg90GwT6Ce1oivLxImaE5Uh11++eUA3FP8VVddhd5ez0OiXq/jvvvuwxFHHGF0gvMVMr8K/pCFVL2wzYb6ZoxwYbSqOixcaySejmSbj9hJPsrZ2f1eCpNlmmYLaneot1GUR5D7N0jSYXwzDRoajha9CiQlExSiXSlVgwEWAHz0tAPQl8/grUevVPY+Up2QJlvXN5dO+dgVpo9i/kN9gSDI+z2qBdfTWqSJMLq1QSgCuij9QSAd1grYxopVfu2VwmioF8dJqX6pSr4fvPb5EDsDihe3e0HQK6Ol0NfGBXsuFvfnecuMqUodQz3JgwOpJkhy39DWL4Vc8AAljhdmlhiGvMS6QyWybQeplMMruaYr9UjGhmFRfx7ZtMPnsMeI39eov+UVFJ8JCq67ceEFbgorCIPCaMoMVusNpFPh1ykw1wgmKLkwOniQCrMC6Qa0FQQxk8Rms4lHH30UuZxHPeZyOaxevRpXXHGF2RnOU8iYoKimpIC3MbJFfqQvx1/P8+5VuVmiamEMaoKCm4/oFcRYmzCKXByXGr4x9Lc2v8mSlw4LG5PntCVuuj0+Q8PWRk021f68/HEIq+6QaYIAYMlgAZ8++xDlPAH1qXNKch3Srf5vo8Uq76ElpsNYirFSbyiDID8T5KUKaNm9mLrKRFSiiI7BLLgana7wzYcZ11FEVc3Q6zAo6XtXrASD27ieLOtJM9Ztk/o9vtz5uPfCcG8WO4sVVOtubzMdvZFUEyQJ9Om1ChNGa2uCZOkwRbuIdsGCoKlKvGcdcIOnhX15bBp3A9mVI34maEBonVGuhh+k8jHvHxmUJfKaPkEVyfpMf0cSd2evM72qElSPCaJrCHc4nwvVYax7/Hvf+17827/9GwYHBzsyKQuPri236cfBNqDnNrsUPy3Pph2XKSqKB4JBPB3JghUWEHknrmjWRtQ2yE72A2SjjnM6lFGvzMuHBg1MaDxZrhEmKMonKLip8CAo1/4GoFocpyTpRsD1ChotVvHKTjkTxMas1NXCYKoJon/vZLnG/5ZAEBRVHdYaUxRGjxarvBpNxrJFnRA5M5gLlvMDCk0QC6xCSpxr9YavymyrgUangMDGZNOo1mva7tUyXx9Z0YT/d6uF0dqaIO5fFkyH6QijAfbcu0UdcdYPhqVDBS8IEtp8DCg0QTKNGkDWpAQl8qr2IbqaIBlT72tAXGsA8oy7EqrANepZj4LsfVOl/bsFiUL37373ux0LgO6++26cddZZWLFiBRzHwW233RZ4zZNPPomzzz4bQ0ND6OvrwzHHHIP169fz75dKJXz4wx/GwoUL0d/fj/POOw+bN2/uyHw7BZlAL44miAkDn948AcDTAwFqs8QqT11paIIYy1QW02HR+p2KkGajJ3u/MDpGYCUzdpSkeQYKWa7dYJt/ZHVYSIm8alENg4oJUbFLTBzNGomKTJA7ZnhgQU9quUyK/46x6apSLxHlTiumQ6gmiDtUS4Og8MVxSpIOkzFBPk1Qlr1X6uBjbLrqK2U3xwR5wn5THe25WaKkMlJeAZkObR+irwnqTNsMwO8VVJZoS1S44LV7IeUAHzxxn4C5I2N3ufg/QhMUJozePF7CS4RBFCEeBhhMCaPpup9OOXz9qiZgbVgw3G4laBQ8TRBNh3W3MFrLMfqJJ57A+vXrUan4e/qcffbZicecmprC6tWrccEFF+Dcc88NfP/555/H8ccfjwsvvBCf+cxnMDg4iMcff9wnyL7sssvws5/9DD/+8Y8xNDSEiy++GOeeey5+97vfJZ7XrobsNBcnHcYEtGyjpOXZsoW53mhyzx/VuEFNkN+fBfACoqk20mG8HLXuD64oE0SFjXEocnnH+6DWKJ1yMFjI+tJhw71qU0Mg+BDXG54Fv6oDfRhUWiPVBsDYK5bKUTFBsjH52EIgOdiTwXS1jvFpwgSJwmh2TRW0uxhE007ytGGrCN7rLCII8gmjyfslS8vGcafdKfT0UgVB1XoDdzyxGUfuuQBLB6MLPkokeA0zLIyLBnk2aeWmTEs2SYoKwhyjdTVBbGwaJMRZl+KAts7w2KXo5+pNR+yG0w5ZJj2IDAj98bwKyPbsMMaKVZz+lbsxVa7jl5edgL0kFZ8qbZRu76yqQq6QTadQCXFcD4OK/c9wYbReA1V6UNVt9tppJAqCXnjhBZxzzjl49NFH4TgOrxZjAtB6yCksCmeccUao6/QnPvEJnHnmmbj22mv51/bZZx/+8djYGG666Sb84Ac/wF/8xV8AcJmrgw46CH/4wx/w6le/OvHcdiXkTFC4gBnw28YDQhAkKZGnD3uUu7PoE0QrfmjfMjrvsNRVkAlyf5ZumP1cC1KN7PYOyJkQlg4Tf2641wuCRvpy6r+fVGLU6g2+GNEAVRRGx4FKGCwzHAO8AJeJbhdIgrao3kdizn6oJ4vN42WMl6o8+AoIoyPKccVNkLUJGS1W+eYs+rnQ16ucZHmQk09LS+SLEkYyTu8n1o+MNXBlZpEibl77Z1z90yewevch/NfFxyvHY6BBuolmrnVCV6WlPkHu2PVGk7+vvbm0lK3hY2prgoL3vokSecDfRLUdJsidl3xN8Jowu895kQeq4Zqgcq3uMxx96KWdPHi+8+kteM+ioBWMilE3VyIv6HdSDipIxtqoug/oC6MlmqC5mA77yEc+gr333htbtmxBb28vHn/8cdx99904+uijceeddxqeoodGo4Gf/exn2H///XHaaadhyZIlOPbYY30pswceeADVahWnnnoq/9qBBx6IPfbYA2vXrlWOXS6XMT4+7vs3k5AyQbw6TP22iX2rlg95J9gecoprtCL9OEFQUBMUZFZYgMFO73G6QIsbFjXHY+gn6bBixCkOkIvw+M8JCyUtr10yoE6qiy0+GOhJO452QTWuuDiWiG6HQnxvZYLbqAUnwAQVguXsYqogQ4LAhuSEKBqvMfuB6Wqda2/C0mFKx+iIEvlJiTYtTok860a/58I+Pk/ZHG5/fBMA4E8vj8Xy/KF+SWG6nLig1XhhJfLUpLEvnyGMb/Bv6oxPUHSaPg7kTJDemEEmKMg2U7BDW6PpZ0NYbzIAeJ7YK1CoGDFdTUyUp0+SgEXtGK2bDpNogrpcGJ3oDlu7di2uvvpqLFq0CKlUCqlUCscffzyuueYaXHrppabnyLFlyxZMTk7ii1/8Ik4//XT88pe/xDnnnINzzz0Xd911FwBg06ZNyOVyGB4e9v3s0qVLsWnTJuXY11xzDYaGhvi/lStXduzviIN8SO49bGFYLDim0pJR+uCzDY9u6lHCaPZa2jeMgZsllmutTs1xhNH+cmZZZ3Ra3cE9Z0JST9lUcMGZlqRNAH+Pr8Vxg6BacNxCNhXQIsSBinr32Br/tRNTMkO9wSAoKh1UFpggqt/xNEHy6jBArj8QmYCBfIa3Ivlzq0oxScBGUzyyEvmiLB0W49S9sxUErSTPxoSk4ztNkzExehjoxh2WkooLWqEjY4JEBjXluPcUD1Q64RPEHaNlDLWhIKhc19LaUQwW/EzQdEXOdjKonnUaBG0el1sqqFyY9YXR8jSbDsOiYpe8BqrmmCC2JtUbzUSeRp1Goru2Xq/z1hiLFi3Chg0bAAB77rknnn76aXOzE9BoLQpvetObcNlll+GII47Axz/+cfzlX/4lbrjhBq2xr7zySoyNjfF/L730kokpJ4bsRBvHj2OfJf2+z+lCTwMS3q2ZbGBRfjZsA52SaHc8TVAdNaJliPIJAmiJfJBhYie5iXKNnOKi02F+0ajc/4b2+ArTfGSICJEuZCWFgDkuVFoBWSdmAFgx7J/jsCSwiHJnLQnB6RBJXamqw7JEjyLzChJPwKmU45XJF710o4ionkI+YXRrvKlKnZ9Si5JgXAysZWBpjUX9OU84WwoyPVQvtkmx8VH4mSB9TRDdMOgzL1YVUpNR1joE8LR2FPqaoBbD1UoX0XmEpenjoJek1D3/Lb0gaEAInpk9iOogRYMguvZuGfcCYlpZSFFVMPVxUrRhUF1fr2AhuSZI3UBVjwnyNVD1Odl3X0os0ZNw6KGH4k9/+hMA4Nhjj8W1116L3/3ud7j66quxatUqoxOkWLRoETKZDA4++GDf1w866CBeHbZs2TJUKhWMjo76XrN582YsW7ZMOXY+n8fg4KDv30xCRjtHeVwAwT5Vey30BHyplBMok+dNM0MWxcCiy4XRVBPkVXbESbH5xm1tzDKtEU+HlWrKYIbCS4fRIEgePFGWbK+F/tJaClmLD3dcOcMUF6p0EGeChABy2ZDfA0V0xwXCPUnqjSYPpEUmaHS6wn+vGNRRJki24FYlpcHifSi2MwC8kmrVwsgF+Pm0r8SeMURiA1V3zOgNhwU3Qz3ZAFPA0Gw2fUHQlraDIHceekyQd60pccP1glU/E8QOD2HMA9MEJU6HtZ6hZtO7x3gQrKsJynprCHtmw571OGCaoMlyDY1GU9rwmCKdcnhwQQ0TmY4MAG9HJILrbIwLoxWpK41xlewSb6Cq2TtMYpYIzKEg6J/+6Z84K3P11Vdj3bp1eN3rXoef//zn+OpXv2p0ghS5XA7HHHNMgG165plnsOeeewIAjjrqKGSzWfz617/m33/66aexfv16HHfccR2bm2lIzRKZ8C5CLHj26hUAgFftNRJ42LlrdDXIBKkQWHS5dodqglg6rO7bgELHFR5iWRUX7f2jKh2n4Pn3WlAT1CcEK0fvNcI/PnhFeNAr21iiym2joApYVKXqVN8FyIOgMIqcLupsbNpIVpkOS0WkwySBtDi3BZIgiFsExHCMzqY9sfFEyfV2Ytef3i+8RD4kCKJaI+4/JIiji5W6T8MgY4pE0CCI6+8kQVCl1sD/e3Qj1yapQFNXlKXNCUyPqKUL87XiTJBmOgzw1qY4afo4oEzQtCIgbxcsjdpouoesOAcpWUp5lFQUbp+Uv2+qtTQbwc6GIax6V6ecXSVmjzJGjYKUCSJMcjfqghIdYU877TT+8b777ounnnoKO3bswIIFC5QplbiYnJzEc889xz9ft24dHn74YYyMjGCPPfbARz/6UbztbW/DCSecgJNPPhm/+MUv8D//8z9ckD00NIQLL7wQl19+OUZGRjA4OIhLLrkExx133KypDAOCYmR6io+ykv+nNx6E/Zf24+zVuwW+10NOWwBNZajfNxUT1C/zCap4fj6ZlBN64syTPkTNZlOqNaI+QfGqw1hO251rs9kkhob+n9trYS8uPnlfvLyziOP3XawcE3DfjwnIhdFJT6uqE7vK0E1kVxbINEEh1Ds1gGP30DDpoaZK7zmOg0zKQa3RlJ4Qy5I0wAoSsA0WMtIULmftavKFcVoIXgcKbjn/2HTVF1TR+8E7dasZGNpni2uNBCaIskCAX4ukAj+kUE2QRJfzvd+vwxd+/hRet98i3HzhscrxagrWhm7SzWYzEOSHicNl5ovtIJt2eFVduVoHerJG2mYApLiiEi/1HQf5TIq7qE/E1BXms2lMVfyHudFpL/BhLXzEdbgqpIUZdITR9Gcygeqw5PqdqBRb4uow7kjvXZtUyls/5gQTVK1Wccopp+DZZ5/1fX1kZEQ7AAKA+++/H2vWrMGaNWsAuP3K1qxZg6uuugoAcM455+CGG27Atddei8MOOwzf/va3ceutt+L4470S1i9/+cv4y7/8S5x33nk44YQTsGzZMvzkJz/RntuuhMgE0Y0yqhJpyWABF//FfthDkuIRDRPjMUFME9RKW5WDCxTXBBFRY1RwQFN+biDUGkvSQHWiVI1XHcY0Qa3rRccVF1THcXDFaQfgK29fE1neKzsd8l5bSTVBSmG0nAlKpxy8br9FAFyWT/a8hfY542ZuXnDKmJBtk2W+mMqYLZVWoNlsSkWWlAlaotBbRW0O4nWgrtHsHkynHN/zIOrXZPBrjYL+Q4D/5A8EgyIZpJogCRvz/z3wMgDgnme3KZtRA17AojLfA9znV0wjh6XDdIXRjuME1qZqLXoNiYM+sjYVDQmjHcfxVRbGWZvYPcTuv2azGfCWktkqqNZSnS7qNMARmTbWQzJZiw92HwhMEE+HJQtWPEd6RequCw0T22aCstksHnnkkU7MBQBw0kknhS4MAHDBBRfgggsuUH6/UCjgG9/4Br7xjW+Ynt4uA2+b0bppaCpDZ7GhZahAPKMzkQkSNQjux94prhiDsQH85o20BJkGFYxtqtabGG3l5eMwQewhp+XDOtR6eDrMrDBa1oSQ4dNnH4L/+P2LeNer95SOKdNE8XElpzRmEMmasgJyjVM2lUIJjcCps95o8iAzT4zt9lwYrbeKaqAq6guGejyRq1c5lvYFg3F6PxWJpm0gLhMkqR4TIQuCWDUSBU1xj5fUvcVU5ew06KvUGoGCgjDXY8+BOvkaUsi6Pb5YgGdKGM0ON1OVusfYaDJBgMsgbp+qYKJEtUbqrU9sNE0tFBgLNlGq+ipKm81mR6rDaNFAIB2mod9Rts3g6bCkZonBNQZwr8l0tTsNExM9Ce9617tw0003mZ6LBYGnw/GbD6ac5Kc4gDZRbQmjY+TzRU0QrUZh4EZn5Xos7Y77Mx4TRFsg0HJzt+LF/Xhzq0IjXhDkD9iSlrEzhHfuNs0EqbVf+yzux2fedCj2WzogHTMfgwmipzSmCdo45gp/85mUNMhW6Q/oosZOpgBw1J4L+McHLJPPVWTtKGp1L+CSOVEz5kbs9xZnw6FaI7HBJkMwHRatCSqTZ6knhAmaIgG/SmQLeEyQ+LzTZ7VSCzJBYcyDasx2UBCYElOaII8JqiltLZJgkATPfNyQtUk8KDIWKJt2uLeYqBGjh4EAY6MhYGbX1nHUadEkrA0LhlUd75OXyMuZoKgDz0wi0R1Wq9Xwne98B3fccQeOOuoo9PX5LcSvu+46I5Obz6ClqID/FK+TdmSLSklgguJUcZUDTFDQJ6hSb/ANKuy0BXgMSrHiMUG9QnuFVMpBfy6DiXING1psxWBIV+4sOck0Gk3tCi4G8RoABkvklemw9scNCwJkp7RhQVcka3QKqI3ZqJ6HnlR3X9CLtx69O+5btwNvOUruuRW2OdCv5QUR92jR60kmzjdOEFQkVWWqEvmxab/4NZYmiD9LaRSyrXSsoAlqNJq+SqNtkxWsUsjR2IYhbn6pVgVTte6yD+KhJKxCUNcsEfCn6uO03YkLdkAbm67yeeoKowHvHvFpgkIOLr1Zv/s985Ua7s1hsCeLDWOlQDUhfS5U6ctq3V2T2jmMVRUpUcA7mCQJrioKHRcLjt2grtn2XiPrIk9/j0r/N5NItDM89thjOPLIIwG4lVkUJnRBFt5GVa27BlNM6BnXRl6FHiJgBsjCHcoEeRtLo9EkJ0/CBJGAiJnMRabDJBoAWVPQ/oIbBDF/DlkLBgafJ0Wj4dHfmoupLGCJq31SjhlVHRYhgA8bU54OC95DrMUFg6zHF0CcZIWqkQo5qYrswrVvXh26kIZWsklE3IOECWJBkHgvhKWCGKjTNGOSREdo2k5lx1Slbcdodk+ITNDodBX0kB0WXIWxNvmM26W+XG342ou430vxn6dtXgCiCdJIXeVJGps+D7ol8iydt41UX+mWyAPwid9ZBWohZFxxjWT3wnBPlvSw898P9BlWdZEH3DUpn4r/N/G0leQe4MaGOukwhQs14O49uUx794nKJDcsMJ9pJAqCfvvb35qeh4UASieWa3VyitcMghj70kaJPP3eeMnrwE2ZoGzaTaNUag2+iEUFQVykXa37xKoiBgoZbBzzPldpKAB/MFere74gdK5J0BFNUIJ0WBTCys5LEg+PgYKbbmTvqay9BaBmgqjpmizYCTsUhdnpl/ki7Ym4PU+jKj+JM2GzOGZYEMQ2t/58xrNgUKTDlg8VsGOqEsvvhwZBjYa8OmzHlD/9NVFWB0Fhxoa5TAoou9e/qGCCAPf7viCI9w7T0QR56TBfOlRTE8SCFWYdkEk52mJrwM8E8fsm5CBF1yXA8wha0JsjY/nfN/oMR6Uvo6p7Kdj7JQswo3y2wqDsR0Y9wRoN5NpUzEQyQV0YBCW+w+655x68613vwmte8xq88sorAICbb74Z9957r7HJzWfkBT+OOA1J4yBQHRZDGE0DL7ZAOU6QXWEsztZWg8+o4IAaN8qM7xgW9vlLw8WNjyLrO8k0YlWUxYGsuiGu9kkFpWO0ondYrDFD0kFlSdVZKuX4gkrZ9QfUmqA4ZpvKuYYsjF4PIu8aDEmYIFETFEd/we613nyGWzCIwQirDmNVblNxmCDaNoPr3fzzED1mxOCLIowJoszklFCoQN8LsUrOjCbI0/LR9y6rEVgBwdSsiVQY4AU8o8UKJlhD35A1RGw0zTRBw71ZX0BFQXVRYuAvBkHtoFKTV3HRr1UT6HeU/cg0PH2azWbAkZ5hzgVBt956K0477TT09PTgwQcfRLnsbnpjY2P4whe+YHSC8xWic2mcXlxxID7gMrdfEfQh5g0xWxb9FCw9FjcdRvsr8RSbhLER+3qFaYLSKYe765ZrDc54hQkh40BWdRTHtygMUUxQoiAoVBjdGlcIpGn7DVlnekDtSaLTQZyzVrKATdKAl/c5K1Z5tZZaEyRnbiq1Bn8P+3PRwmjmd1SsxGeC8pkUFw+LDBLVAwHgm7IMLM0h0+/QTvJi+5BMOsV/RgwGzWiCWr+72vAxCjqFB0CQ4TWRCgO8QHnjWIkznmFMEDsIsPd8dIoyQfJqwrDngPnkAO2ng7zgKnhtGTuURBit0gT5mKC250oqRYW1S4e16jQS7aif+9zncMMNN+DGG29ENuvdTK997Wvx4IMPGpvcfAdtVliuJd9sKETRH9sswk7yjuO129jWYnlkaSu2CMfWBJEgqBiSDqMmgY7jbl5hoP5DRYmnURJ0tEReNEvkmqAE7EqbmiDA7+a8aEAeBKl8gmjaql1kQxZGWdAvZ4KEICiiszZNT/Xm01wDJQYjPB3GmKBKLdK6Q6oJEoIgxkIxhDFBKrNEwG+IyMakzInq3jKhCaIeSEzoqiuKZuPSv0El0m8XjPV5udUEl1oYyOA1cnXfG84E9WX5WCITFGU66/XJa49dCUuHMZ1QksCipmCCHMdLP7dbIVaSONLzufL7sfuE0Ynu3KeffhonnHBC4OtDQ0OBnl0WycGi6XKt7jtl6qCXlKEC8Zgg+nNbWkGQTDsiCht7suGLGGOOpit1aT8yBsoEDRaykSfOAr9uNB02e4TRKsfopPNkUDFB1Nhwcb/c2FAlwtTpIB4asLH7nVwD3ux1ukKYIFEYHV4dxgLXTMpBNp0iZpxqTRDgaqaimqFSfR29BymKQlAUJrj2NEFqJqhSa/g0Tgx57jPm/30eE6SjCfICPFawoZNeo6ApsTDGN8mY63cU3XFDWCAgaCMyWoxmglQNSRm8Zz2aUfSNW1OnL72DSfJ0mEz4nEkYXLHUq+OYtQnoNBI9CcuWLfO1tmC49957O9pAdb7Bcy41pwlS9Q6LOsmzNNWWCddPRsbYsEV4c6vZZE8u/PZi35+u1vkm1J8PLlCL+j12YllIt3cG6mNiynRNFrBoa4L46bADJfJtMEG7kyBIxQSpqsN4EK2jCZKcDsuSQoAh0ucsaYm8pzVyX8c2RLUw2rs21HhTBlppSXUzFNPCGGLwRVFXuPoC/r9zkmic+PcVqUbWQFVWbRQXBdLuRid1KwNNiUUFK3HBAnumZwzTAwFB3eRojOqwqNYhcRr7ysCZIFnbGa12HOr5ZhUHHoZfPr4J1/y/JwP3Nn22RKlEVrHWdQMS8Y0XXXQRPvKRj+A73/kOHMfBhg0bsHbtWlxxxRX45Cc/aXqO8xa0CkO1gbUL0QgsbpqN5cm3tAwLByRBEHMfZgt7lDdPwSeMZkFQcDHdjWzSS4diBEHEx6QoKedPAlnVkbZPUJsNVNsaUxZYKJigPRd6Pl+rFvVLx1WdOuP4TKmQDQvYJOkwdqIfL9UwVpRX+USV4oosGwvcp6t1Xzk5E0aP9GXRk027KdtKHQtD/h4vNZjihwpRE8SeO1aRFxYEhTU7pZuqxwSRdJiiSs6EJihPAjyPsdNPhwGdYYICmsJIJohJBlg6zPMJYvfVZFmuCVIx9Uldo8OY1qhgJQzs75AKrkOaqE6Va7j4hw+hUmtg2WAB733t3vx73jMbXA+7WROUaGf4+Mc/jkajgVNOOQXFYhEnnHAC8vk8rrjiClxyySWm5zhvQSl1mVA0CWhFFhA/ndEjpMNkJediQ8+wUnbAC0zKtQanl2VptkNWDPGPVS0YKPJUE6QpXmbItVpCyByjE6fDFKdDWSl7XITRziVFIH3aIUtx3a+eRl8+gzV7DIeOG2SCkqfDwvoJydNh3v308k43taHSBMVlgiijOVmuYbg3h0ajye/HwZ4s+vJpn3hfBa6vy6QC/acY2HO3dKCATeOlwGZKEaoJynr3I692I4G+Ki1YD0mxxQU9ZHj6NTNMEBXmD0UwNnEhBkGUWZaBFVFwYXQrIF7Qm+X3gKjtiqqyjbovVahwzZVEGM0CiwQd3+Olw4LB1UPrR/nfcP+LO31BkMcKmmWtOo1Ed5njOPjEJz6Bj370o3juuecwOTmJgw8+GP398lOkRTLQhdR0OkzsHRaXCWKpLlnaalioLIo6yVEGhZUOy9JsQ71ZvO3olfjN01tw/rHynlkU9LoVy4aCoBBhdFImSBYEVOsNvlHpMUFB7YFKa7SwP4/ff/wU38+LUC2MOn2jwoTRYrDivj6Fvpzb4XtDq82HaJ8QVnFGx2XXgAUs5ZrbZXy4N4eJUo1XuQz1ZFvBRSWw8YmoEDaABgrUMJI9d4sH8q0gKEaJvOTaUmG013KGpMMywaAdoBVnOpqg1vNVq2vZOchA9Wk0FamD4Z4s72IOBIMiEWI6jPsE9eX4+yi+b/w5UJgLhnlihSEsHZYJSSdHjhuSDgvrSfbUpnH+8TObJ3zfC2WCOEPbfcJorVA7l8vhoIMOAmCdojsBygTppB0ouBhZ6PuTjzjJ9woeQLK0lcgEDUZUd9ANzhtX/jP//ObDY9u4e4u0VyKv6xMkE/GWNJkgWnbP/jbKHBgXRodUnUXdVyphtM59mZdcUwZV0L+wP4+plsDV/dwfeEeVyMsYpoFCFuXJMt/YmB6oJ5tGPpMmKeSYmqBMSjA7bfhaxACuEzUQLrauhWiC2JymyqRhMXkm88p0GEuDmGCC6lLtlg72WuSlZpfHSH3HQSrlYFG/G3QCwOL+iCAo7zVyrTeanmN0b5bfq2IQFOWXlVQYHZoOU+j04iBMyJ0JYZhYj0EAWLdtCuVaPdBbcrYxQYnv3JtuugmHHnooCoUCCoUCDj30UHz72982Obd5Dz8TZMYnSFzQ45gl0p/jPkGSAEf0mIlKh6VSXun91snwIAiIH2jTRXpaaC6ZFLL0gilhdLPpnfpLvnYROoFFiNg4wXyzCp1Ax9JhitTdMmFjHOnz33Nhfz8gZ5hEAzy26bH7V2RPZajVG7wdRi7tL8GmhoXTVfd3LGzNW3SUpggzNmT38zbSgJU+OyoNipF0GAuwqg3jTNBBpNnuobsNhbyyPey1yEujL4rNBLkO04wVHO7JYSAvF9JHVoclTId5AmZZOixZYNFsNmNpjeqSEnna8LfWaOKlHdP887B7wesd1n1BUKLj8VVXXYXrrrsOl1xyCY477jgAwNq1a3HZZZdh/fr1uPrqq41Ocr6CM0EdSIeJjtGRJfJCcCJLW4mOr3GEjT05V2/BKjfCgqC4KGS862ZOExTU2ngd6vWCIDZuJp0KrbCIg7DAQuXmGgfcnVZRIp+kOsxbxNUibnGulB0YyGcC1z6+MNobl91zTJ8zOs2EsO79q6r0ohB7R2VbhoX1RhPT1TqG4I4VZIJCAqsQETNjdNnhIeX4r1VewTyEia3jQsYEJUndynDUngvwkVP2Q8pxsN8Sc/KKA5YO4A8v7AAA7EUKAWToIawd8wjqy6WRy6S4FnK66rJEaaGcXLWOxmnnIgMbV9Y6RdXKJgq0470suAorkWeHYP75ZBn7tt6nMFZwzgmjr7/+etx44414xzvewb929tln4/DDD8cll1xigyBD8AmjNfpJUYh9ccoRDy+D6N8j+rMAQSZoROE+LM5nxxT5PSaCoKy34JjuIs+Ci0ajyRe0xI7Rgp1+b87Lq2v3IwtpSpqECVK1zajE9JmSgYq4xVSnKuinTJDsRJ8jp1i6STHI7AdUTNCgwASJLSgoaNDJrkUhk8JUpe4LdHgQ1ErjhfUk46kryUblMUEtLZ3g4J4nbI1vTCOaIM8sUdbeRAeO4+Cy1+9vZCyKI/dcgH9f+2dkUg4O3z2cYaKaIFoZBvgZ8MlyjbOFTJejOgyEHU7CEJZmyyqeycgxQzre06/JgqttQtsX+nkcJmjOaIKq1SqOPvrowNePOuoo1GrRPXYs4qEj6bCWgWG17lKiZcmmIIOoqZEFOLst8ISMKSfIDMkw3JvlTq6AISbIVx1m1jGabc7UHTWpJiiTTiHlAI2mtziGVVi0M88wJiiJE7WqbUbcdKoMNHCqNZq+U6kXDPrHpXYJK0eClYI+dq3WCLw3JQnDxF2jW0EQqwZiGxwVAqvAroPjeCfpnpaIm/4cY2AXEiZIpXULC1h6BI2eeHhQBcNmNUEN73oaYoI6hb88fAW2TpSxz+L+QAGHiD6uCaphJ2uZ0efeC/lMGtm0g2q9iSkSBMU1S2xfGK1OX4YFK2HwN71tL7hi6bA9RnqxfkfRl44Na/KdDVmXZhqJ7ty//uu/xvXXXx/4+re+9S2cf/752pOycOErRTWcDgPcU2ncTVcUQotaDMBb2AF3Y4+TzhF1Qya8Qfw+QYYdo1sLA9Vy6JQHi9VM2kxQrBL55EyQSGdrOUYLzW4pvAXVP1dql7BnjCBIhCzo553kBWE066nG3t8w/U6ZnNjZfZ8nbW8YWFDOWNNGU526Y5oMmbFhn9inT3g+RbEqg5m2GeRwZtgssVNIpxy873WrcPKBSyJfy5jBRhPYMOoe0CjL7aVPvQM/PwxE+gS16RgdR8DcJhNU8wVB7QVXjBljqUqqESqHrC/dLIxOfOy+6aab8Mtf/hKvfvWrAQD33Xcf1q9fj3e/+924/PLL+euuu+46/VnOU1Dre1PVYdm042kVCFUftZGLpciyIMhxHByyYhCPbxjHSQcsjjWf4R5vnJQTLaaOA8qgeSaMptJh7vWaJtodncaRuVZ5NlvseFCaMLBivh9h3juJmCBV2wwds0SyALN0IIOK+TxkxSCGerIYm67iNfsErQspw1Gu1wH47yeZYaToGj0uCKPz2WAwI6IiSSuzYIEGT5wJIlVtpUpDergJ0wQFmCCBqZUFw81mk2iC9NNh09W6ls6sW9GT9dieF7e7lYiUPerLZ7CzWPUFQbSRrAx5xeGkXKvjH3/yGAZ7MvjkGw8OrCVhpexhgUWj0cQHv/8ANo2X8L33vsq3XlOxteygGnbgYT+7R8uvbasvHaZeu+acJuixxx7DkUceCQB4/vnnAQCLFi3CokWL8Nhjj/HX2bJ5PeR9DVTNLDaO46A3m8ZEuYZipRa7ukMsRZYFQQDwxXMPx/V3PYfLTo2X16fMz3BvTsvJliFPNAtsodJtxiimmXT7hjHkMylMwFscdNyiAc/UUe69o6EJYmJJoTqMb/4JmIV0yuHOyYHNQaGBK2TT+MnfvgbPb5nE6w9eGhjTcRzkMim3W3yITUBeIoyeaBkksnQYS+f2kPtJBVlvv4Lk55hlw2DB866hwmmKegxNkOpzmRCXVvvopMPY9SqWZw8T1A4cx8FQTxbbJitYt80VLI6Q1D5ngkrBIKhdx+hfPr4Ztz74MgDg9QctxWv2XeT7flhw5VVsBhmbh18exS+f2AwAuPGeF/APpx8oGTNcvyRWglL92soFbhC0zccEqVOj3dw7LNHO8Nvf/tb0PCwkKBAmKCzf2i56ciwIIuNGbLpiJ3eV3uew3Yfwf84/KvZcKPMj+gwlBbtuY9M1fnIxxgSxdBjrSaa5+Iuls6o0UNvzlDJByTVBSp8gjXSY4zjIpV0mTKTew9K/+yzuxz6L1ZVD+bQbBIVVncnSYRNleYm8jNERQfuGMdDqTgaanu1pHUZU4uhqXc0EicyPqAnyfIK8selmqZMO6yPpIE9nNneCIMA9nG2brOBFFgQRJpytJVOydFibwug/vLCdf/zExnFJEBRtaig78Px5u1dt8sd1O3zf81pmyO8Br5zd//wwX7SUA6wYdgsUaBA0HZJVSKqJ2hWYOxzmHESBMEFeI1B94TA7NZaq8as7KBO0uD+faNOTgQZTKnapXbDrtm3Ce0DFTaNdiMEK2xALhp2oVa0t4oKeDhvCCVHn1K4SS/KqmITBuddENZgmAJIF/aHicIlhpHiyF6vDvCrN6BJ5eh16hDRavdHkc+rNZfi9oyqTr4ekrkQGUjQmlV0DXxCkkQ7rJ8JhtjF2uzC6XbAA+AUWBJH1TwyaAa/qKbqLvP+ZfHbLJP94PTEBZfBK5NvT7mwY9UwN2d8gjql6ZlXtOKgvGgsKGWsKkF6KksbZc84nCABKpRIeeeQRbNmyBQ3hYp199tnaE7PwFhbX9E99g7ULr0FgfGH00gGvNNnkgkd9X6hlvg7YprWNGDDq6HYASTpM0yiRQTwh6prPid5DhRQx7asl37D4qVOsDmv50CQNirOZFFCWaSWSM59xgiC/Y7RQHcYdgt2NTwxmZJBpo6iAGPA7Tvfm0h7DpAiCwjx9xPSXqKXjwmiaDqubYYJYENRsAjtaQtkk7GI3Q7yetOijLwETpLonXyGVsbRKliHMhyusiosJugFgx1QFlVrDY2Nq4QFbRhGw8DUvl+aH19Gipwkqh7CCubkmjP7FL36Bd7/73di2bVvge47joN6mNbiFHAWykHmbrjkmqFipx65GSqUcnHrQUtzx5Ga8+ciV2nNgoMZle0iqfZKAbS7bYrhQx0UwbWUmCOLaDVEYbSoIIuPoiK5VPkG6TBBbyMXNQYe1CmtRIAuuBoTqMLaws/SsGMzIIPPbyhMBMeCxh07L2JAHV4o0G9MEpaWaIP89PSSUfcs2XXqy1yuR96wd2DM2lzRBQDAIotVhAxJNELvXVIdJT6hO0pP1Bm/lAfhTSwyM5ZExd2FM0A7B1HDrZJnbS1RD+pHRuYrjThNzWFY5OTZdRaPRRCrl+L4fmCsr2OjCICjRynXJJZfgLW95CzZu3IhGo+H7ZwMgc5AxQbp+N3SM6Wqtrc3mS29Zje++5xh8+OR9tOfAsM+Sfv7QqTqYtwsW9DC3V1mLj3YhaoKMld5n/KeusP5escYTDBgpdJgg79RpzjHaHVd+QtSpOmJzkbnzyswSWTNgLwhiJfLuxicGMzJINUFCiTw37sym4They5goTVASJkgWBNVJtZlO0YrjOPwZ2zzOSvTNdHzvFgSYoP4gEzRJmL1yhJZP9n5sGi/5xOpbJ2RBkDp1FVYiT9NU4thVzlrJ7wFVEQRlv1mquNH00oL8kCVZE5OaRe4KJLpzN2/ejMsvvxxLlwarMyzMgS+ipFO07qYLeBvAZLnON/U4m+5QbzaWz0Y76M9n8O8XvArrtk3hpP3NjC26WRthgoRqG1PpMLGUOa55pQqO4/DyXnEDZJtqEtG1Kh1WDqleiQOVYFKvz1lYOkzNBE2Uqu6Bo/UeDPX6NUGhbTNipcNY4JzxjasKgrygJfhsipv0cCAdFhRGs83SRAVmfz6D8VIttKHybIZoCbJkICiMpkxQVPpW1jtsc4sFYpYl2ybLAePM8OowVsUVZIJYSpdhC2GcwsTWgOd1FBBGk3RYIesK+6erdYwVqxjqyYaasXazT1Ci49ub3/xm3HnnnYanYiGCVpeY2nQB7xQ5SijTmaSzj9tnId557B7auh0GsRxetzweUAujTTFBbFxZb6u2x5QsOHQzTDK2WhjdWqQ1mSsla2VYEyRL/1LHaOYRlHK8tEccTZAXBHnjiqX1rHkqe/7EPn4iamFmifmMby0QqzXDmCDZeO1CZFdNFGx0E3Yn7vf9+Ywv6JRVh7H7Kqp3GA32GVuzb6vSsVr3OtYzhDFBYcH+WCuly4I32t4iskRe0Z1+uuLPGnBdUKvXXlg6TJVi6wYkunO//vWv4y1veQvuueceHHbYYchm/Q/gpZdeamRy8x15IpxkC7AJJogtwjuK3REEmYYY9JhggvIkHdZsNo1pgsTu9LJ0TbvItXpW0cWROgcnYoIUi1in0mFGhNEhXkmy3mHlWgNbWszGcG+OB+VxNEEVyXXwDjFCOowFQTxIkgdXYZogAFg0kONdvMUgKC8wl0B4yX27EEvydasvuw20Jctuwz0+dkZ0GAdiMEGS94MFPEsG89g0XsLYdBVbJ8o+Y8ZKiIg5owhWAI8J2mthH7ZMlH3BVSWCvVV5+ogH8aGeLDaOlXgwx+5j2ZrYzUxQojv3hz/8IX75y1+iUCjgzjvv9N0gjuPYIMgQWDqM5ndNaIKYuJr1xWEu0nMFYjrMhAs1W8SaTfeErttBnkFccHSF0XRMuuAyNiLpe61acGWl4e3NVS6Y1GkTk8+oF1zPEiJYIg8AL+9sOQSTe6addFhekg5jJ2RRR8adzSOYIJWIeWFfngdBSwcLvu+JwTVAmCAD9hbiwUJs2zHbsddCLwjae5G/6zz1SWKISt/KHLzZuj7Yk8XigTwPgvZbOsBfE8basGdO1OmVa3V+r+25sBf/++IOztbQ10dVh4njigc/jwlqBUFhwmjFc94NSPQ0fOITn8BnPvMZjI2N4cUXX8S6dev4vxdeeMH0HOct+loLC43iTZiSsUCKCYfnmtGZyASZ8B+im3y13uhAOw5/ibyOKWZOEgRECTejoG6bobexyuYKUG1UcmG0LE1QqQWDzEzaq9RiZcpDhFkRBc4yyDVBQjpMYILYe6HaGKI6vtPgaMmAGAQFxzatCaKYa0zQksECjtlrAQDgr9as8H1vQBYERTy3XgNRL+ClPeoWtYTXW4UKsTBNEHv/xftnjKR0d285O4+TPSTKJ0jV4oJqgtx5u3NmqTd2n8tsXFTPeTcg0Z1bqVTwtre9DSkNwy2LaIjNRAtZvT5VDD08CHJv3iTi025GNp1CIZvim9bC/nzET0RDrLqaLLsPvJgWSDquxwQlb3LKx5SwADrpJUBdiSJLA7UDdXVYcmF0LLNEIbjqL2QwXa3jpR1BJogt6qFtMyTXIS8wSJwJajGxshQJRT2CCTp+v0W4/887sdtwT2BD42OTwK2TTFDfHGOCAOB7730VNo5NY98lA76vez5B3v2QRBhNncmZEHunUNoe7hMkP5iMFb1xF/QxPx9ZOiycCQorkQcIE8TSYSHGuyoX6m5Aoqfhb/7mb/CjH/3I9FwsBIiMhqnTFjuJbm+J5XREuN0KmgJbaIAJyqRdbxTAXcg8Jsi0Y3T8aj3lmBLqXVdrxKrDxEqUqO7ZUZBtDs1mU5peij1mSHBRUqTZ2On+mc2ugy9NL3k9/EJ8giRMkCioZhWevUI6TOVEXQvpHQYA7z5uL7z5qN3x+XMODXxP3jbDHBMksqtzTRgNuMGOGAABfiE9Q1T61kvRUmG0u/4O92YDhp0MYU7UqgMEdTwfIn4+DNyFOqptRpQmqBUEsYxCqDB6rjFB9Xod1157LW6//XYcfvjhAWG07RxvBvlM2sdoiMxQUrBF2KSZYLdh+VAP9zARm78mRS6TajWzbWCKb2iG02EC5WxiTECfCVJWh2mWyHuaKG9zoMGLjk+QLM1UlmiCAO/A8dSmcQD+6qACCWbEEmaGOCXyYjosjLECopmgkb4c/vUtq6XfkzlGM8ZAxy2aYbFQMj6XNIVRCOsdpvLgkr3XXjosh4GCu1aNl4TqsJBDRoa0yKH35VTrPqNVbZQJiqroVD3rnmN0is+b/h1cGB3mEzRXgqBHH30Ua9asAQBf13jAdo43jaGeLEpV9wExFQR5vZDcG1I3pdONWD5UwMMvuR+bcqLOpd0gqEI0QdrpsIAmiDFBGkGQ5CSnm2aLqg5LGlyJZpGAGAQl8AkKCS64L5ZwHVjFDzvV0uogypSWaw3pSVcaBAkMUlEIcKPSYbUQn6AosM1Y1jtMxy2agTZUNtXzb7aA3SvT1Tpq9QYy6VSkJkhWsThKGJvBVjGHyATF8QkC3PeWvabI1qZchlea+Zmglst7RLNX8VlXCaPHpitokL54cp8guTN8N8B2ke9yDBaynNEQmyQmhchezMUgaI+F/hJXE3A9YGqtdJh32tIa07BZojvP4OaqzQSpqsMieiZFjhviaeQ4yRgmlTCaGkaKGhrxfZQxQYC7EUiDoJZTvqxEnjG5SmG0KggKcYyOgsw1uxbSkLVdUCbIFNM6W0D1T1OVOoZ6UpHpMJmnD2eCQtJhcXqHsdex38GYoN58WpoOixRxq9JhoiaIsEwlnw9ZmE9Q9wVBiZ+Ge+65B+9617vwmte8Bq+88goA4Oabb8a9995rbHIWfvbHRKk3ECyzn2turwDw3tfsjWP3HsEn//JgzmLogpYdT3ImyJBjdMAnSL86zJ8O06s6U5XNRnXPjkIuEzwhlkmPsyTMsqpEvuJjmPzzZdQ+w8oFXhCdTad4IKKqEAtNh9X8DVTZISQqHRalCQoDY4J8mqCQjuTtggZB1E15PiCfSfPnlq0DZYkTOYUsKGUCZjcIctf2QDos5PmiwSxlbdh91pfL8EBlslzjz0PUgUhVBDEtMJlDpESePhfyEnn3dzWa8LUK6QYkWrluvfVWnHbaaejp6cGDDz6IctllKsbGxvCFL3zB6ATnOyj7YyodNij46My18lYAWDZUwI8+cBwuPH5vY2NS80qmCTJWIt9acKYNMEEyOlvXf4gvjAITFFVuGwU5ExSur4iCKrigAYG4AVDmsC+X9m3yQHSLC7lPkKo6LJ4wOkoTFAbGSFTrTTRa45hMh9HGx6JH0XwAS4lNlWtoNpux02HsPm82mzwdNtST5Wv7eEAYrWZaRSaIgbHUvbm0b89gbJCnXwr3NBKLIKaZYW/r51hT2dFilT8XuXRKqg+j+qNuY4MSrTKf+9zncMMNN+DGG2/0iaJf+9rX4sEHHzQ2OQtgAcm3L+g1EwSxskmGuZgO6wRYwFOs1DqnCeLBSnImSLa56jJBWVYdJjJBksahbY0rEUbLDA3bgUoYzeaaTjkBdpBu6nsv7gswUFGu0TLTyKh0WDQTpKEJIvNgc/PSa/rMaC6TwgdOXIWVIz14z2v20h5vtoExwBOlGmqNJli8EFUdxt7rqUqdB7muMNrrX0fhHTKCgYXjOJ6JqYwJagnW2dgsCIrLBIn3Zaki1wSNFiskVRbOhAHdJ45OtII//fTTOOGEEwJfHxoawujoqO6cLAh2J7T88iEz2hZRyGiKYZrr4CaTU1XOspgPgtReG3EhqwzSaUgKUIpcLow2aZao4xZNxxQFx+WQgO2IPYb5x6t3Hw58P8o1WtpFnjCHgNoxWimM1tEEkQ2uXHXF3DrpNRmuPOMgXHnGQUbGmm3oz2cBTGOqXPML+aOqw1r3OSuPz7U8zVigMj4taIIiNHeZtINao+l7fliKjq1XQz1ZTJRqJAiKpwkKMkGtQEcwS6w1mtgy4TZoVTHjPtaqy8TRiVauZcuW4bnnngt8/d5778WqVau0J2XhgQo0TQl8e3MZX8RuwkdnPoA94JsnvI7MfZptTGjpqEur66Wt3J8NshZhHZ7jzTMojG40mnyh1E2HmdQvRaXDZBvVbsM9+MI5h+F1+y3CRa8LrmEiqyOiLNms2M9Uag00Gk1eHcY0QbLWFhQeE5SszQn7MfZ3eyXyZjRy8xlMRzlZrvFiBiC64qreaKLe8BqlDvVm4TgOqQ6LrwmiX6dBUFEwchXF0exApHpms1GaoNZ9Xcim+BivtJzWexVBkOM4ZNw5oAm66KKL8JGPfAT33XcfHMfBhg0bcMstt+CKK67Ahz70IdNznNc4Zq8RpBz34Vq9ctjYuCOkSd98K3FNCrZ5bWlV6xWyKe0NhW6E9ESplw4LbtgeE5RQGC1Jh1FaO6lPkMyiX1cTpOquHZUGeOexe+DmC4/FXkKvKCBGOiykbQb73dMBs8QgY0dR12BuHMcJjK+jMbLwo5+0zqAMo8rRn95z5VrdE0W3AhQWBJVrDR60NpvNSHdnGWszVQkyQYDXOiNuJZvKMZoFQY7j8PlvGHUPhmHMeLc2UU3E5X/84x9Ho9HAKaecgmKxiBNOOAH5fB5XXHEFLrnkEtNznNfYe1Efbnnfq5HPpowGKyP9OWwYc29cywTFA3vAt06YM5mkpaN0gzXBBFFNkMcE6abDvAWs6guCdDVBkoBNMx2masqahLUSPX9ESDVB5ONStR5Ih8XVBCXV8OSzKUxX6/zvZqJ2GwTpgzdRLdUig2vA31m9WKn7RNGAJ7QGXJ1Rvj/tC2zUHd+D+h12n7GClwATFMG0svstqncY4OqCtkyU8cposfU71c+s+6zXu04TlOjpeumll3DllVdix44deOyxx/CHP/wBW7duxdVXX43169ebnuO8x3H7LMSReywwOuYyUtGxZB5WdyQBo8A3j0efeuKCboSMuUmnHK3+TrLUjS4TJDtx0pNiUmG0pwmijtF6NgGqEnmd4Iot/Kr+YTImKJNO8U1qulqX+ATFqw5L6sbslWXXfeOZ0gTNZwyQ6rAot2gASKUc/r4Xy3WfRxDgvsdiO444hwxZOxtWtNGb9zNBjH2KYlqZCDsqHQZ4uiDGBIU56KsY2plGolV87733xsaNG7FkyRIcfPDB/Ovbt2/H3nvvjXpd3WPHojtAq2FMOSrPdbAHfBMLggxYC1ARL/cI0ugbBpDNlbAWumJjxh7UiUU/7UGUtLGv11jRIBOkTIcl1xqxn4nyCcoLm1Uhk0a1XkOJ2Cr0xfUJ0hBGA9QrqMUEGawOm+9g76GbDotXzNCby6BYqWOyXONtLIaIP9VAIYPJco3rgmizUXU6LNjiQsUEjcZMh8lS381mkwdBNHhiQdwro64mKMxzTtWdfqaR6GloNuXCpsnJSRQKllWYDTj3yN2xoDeLd7xqj8Si1vkGdlLb0Hrghw1YFtBybp6y0kiF0Z/3V4fpsStU+8Q2U123aEBezt4pYbROU9Yod2dZOgzwqvGKlToPoBiDGN02w2MGk0Ccc92mw4yBpa8myzXO8EXdV6ysvlip+TrIM4gVYnE0d7J0sqgJGgykw8KfA2mKutYA2/Z9TBALgiKE0YDnFdRtQVBbR9nLL78cgCuIuuqqq9Db6zEI9Xod9913H4444gijE7ToDA5eMYgH/un1iU/w8xFs82LMs4kgKCtJh+kHQUERry4TRBfhWqOBHFJEtJn8HspKqHfdFh+RJfIanemVQZBibPZe7Jiq8K/FbZvB0ldJg0yxBL9qsIHqfAcVRos94VRgTPJUpY6xaa+DPINYIcYOA7lMSumcLnNyF6vDvB5frDrMG1cGGbuk0iuy3mRsLQjTSXrpsO6qDmsrCHrooYcAuEzQo48+ilzOo/JyuRxWr16NK664wuwMLToGGwC1B7FFxlCPvqCcpm5MtMwASHUYFUbrMkESi37PyE3f3Vre8V4zHaYQRicZN6wzPaAOgtipmQVB6ZTDgxMerCnG1CmR941f9WuCkpgvWvhBO8lPC+knFfq4Joimw4JMENMEcbuMkKA9J7GuUFWHBRyj26gOY6mwbNqvVxRbOYVdg27tH9ZWEMQap773ve/Fv/3bv2FwcLAjk7Kw6EaIpxwTTBAV8XqBihkmqFw1F1j4mKDWIuYZBCYPpmULY1miPWgHqi7yOukwMaAQoXLOZu/l9lYQ1Jv1+qFRewSms6LQ1gQJTFDNAHNn4aKPiJjFqj8VWKrIZYL8wmgAgf5h3Dg1ZD3ICOxKs9n0NEGCT1CwRF4htpZod8TmqQziGjgS0kx3TqTDGL773e+anoeFRddDtCgYNuC0LasO0w2C2KJZMtg2w3EcpFMO6sQgkbtFa2jKeMAiSYclvQ5RwmiddJiKtSkrNEFeOsy1VeglbCJ9baXeCASopjVBusyShQfeO6xSI41xw+9XzgRVwpmgcYEJCntmeduM1r1SrjU446digsJMQwH5wURWGQZ4/cMYwuxW5pQw2sJiPmJRv7+ppkgFJwH1tDGXDgtWMomW90nAFtwqZ4JabtEGhNG0EkZXE5SXBFb+cdu/BmHuzs1mM0QT5E+H0XSB30AvOK5pTVBNczwLD/3EJyg2E8Q0QaREnq4hTMDMNUExDkVi2xk2F/r7VI7RyuowScd3mUcQ4DaqpggLgmR9ArsB9mmwsIgJMQhaMphXvDI+aP6dByoaGhuAVod5CyJbHHsNdKdnaZooN9t2xqxKRJi6wmixR5GOV1KYMJpqJ/Jp//Vl78W2yVY6jDJBtKmkZFwWtCSV8HgCcX/bDMsE6cMTRnsmmJFMEKkO29nqHUaZFLE6rBSDvc0KhwjmEVTIet3cWRBUrNRdZ/p6VHVYsDv9dMX9X2SCaFsnAFjYr14TZXYY3QAbBFlYxERPLu1zRDXR0JYyB+ykFnWijEJB0jZjOuZpNQwZQYTJmztqpMNk7s6mGqgGusjXkwdXYUEQ/T0iE8Q2yy0tl3FqJuc4jrKSzfVjcj/OJnWMDqTDWu+XDYK04QVBVRTLfv8nFdh7v7NY4YGTPwiSM0Fh92teSNOycal+kY0LAKPTlUhtHD3UsEB8WqFXXCwEPSIzJBt3TjhGW1jMV1D6eoWJIIgsOEwnoGvCmJeUyMc9rYbBs9P3a4JEg8B2IGvWGKVZiEKOsGsN4qQb1TgyzpiyBZyebMWxB1un+81jzGDTf/3zCv0SrfZJWtIumiXWbHWYMbAgo1Rt8GquqAMGY3pe2uF66qQc72uAd6941WHRhRKiMarXQd4bN51y+O9hLX+AsBJ5UgnaundUmiBRzB9WIq9yop5pdOXTcPfdd+Oss87CihUr4DgObrvtNt/33/Oe98BxHN+/008/3feavfbaK/CaL37xi7vwr7CYizhg2QAAl24eMmiWCACjLYpctx2HzCyRL2IaAZbnHyKkwzL61WG+EvkYJ+DQMQXBMR/XgCaoLHGMZr8jnXICqSZ2Cmcu46KZXF7S5w3wtBiARu+wQDqsZZZoq8O0QZ/RbZOM5Qu/r9gB6sXtUwBcjx1qUzIoVIfF0caJTKJKpM1+N2v5A6iDq3TKAZsW6zdXCmGS33zU7gCAo/YMb+00p9pmdBpTU1NYvXo1LrjgApx77rnS15x++um+KrV8PpiLvPrqq3HRRRfxzwcGBsxP1mJe4fLXH4DR6Sre85q9jIyXSjnIph1U601PPBtiPR8HBZK6aTSaaMJbeMSTXDvgpbMNf4m8GU2QTBidtJzfHwSxxd5EibyMCVKVxwPAYI9/iRWZIFUlG70e+j5BfibIOkbrI5dJIZdJoVJr8FRn1AGDVZf+ebvbbFQsLw/4BHFtXBgT5D/wTAlGiQzDvVm8vHMaG1uMZC6dCn1uM2n3b2P3oYoJAoCPnX4Alg7mcfbq3ZTjAeru9DONrgyCzjjjDJxxxhmhr8nn81i2bFnoawYGBiJfY2HRDg7bfQj/+bevNTpmvtVfigVBYU0IY41HFqpyreFLreikw7JCTyG2mGlVh0k1QXpVcirBsV7vMLW7c5gTNdVjAMH3NkwTxJDcJ6g15zrzCWKO0V2ZAJh16M9nsKNWIb0Ew58tMegRy8sD1WHcKiKGJqh1b0cxQZvGGCMZPtdcKwhi7KFKEwQASwYK+OhpB4aOBwQr2boFs/ZpuPPOO7FkyRIccMAB+NCHPoTt27cHXvPFL34RCxcuxJo1a/Av//IvqNVqyvHK5TLGx8d9/ywsdgVE8awpJghwdUFMFO04yVNMABFG8xL5lousjk8QqQ5jPQlLmg1UGbvmzlGWDjMsjA4NgvxBj7g5qYIrdo1TTnJndzGFV7O9w4yCPbdMZxNlmSEGPaLPGGWCms1mLEY0LxijTincq9nceLf3CEZYNEz0CisM2GF0WRDUlUxQFE4//XSce+652HvvvfH888/jH//xH3HGGWdg7dq1SLdKVC+99FIceeSRGBkZwe9//3tceeWV2LhxI6677jrpmNdccw0+85nP7Mo/w8ICQMt4bdzL1+syQZl0CpmUg1rDXUjZKZG6FScalwmjGwaZoNbPNptuuiabdrSNHdm41Xpd0ZMsedsMmVkib54qS4cVxI3O/7kquOKpK41rK7IE3NfJNkw2AjHl1G4QJFpusHuj1nDtMkoxnNNFto9VqolMD2eCxqMbnQLB1FUpJB0WF/xgYoMgfbz97W/nHx922GE4/PDDsc8+++DOO+/EKaecAsBr9goAhx9+OHK5HD7wgQ/gmmuukeqHrrzySt/PjI+PY+XKlR38KywsXLATJduko2j1OChk05gs11wmKGaDxyiIjRXDNv/YY2b8niTZdMoLVjRMI3OZFKZavigMFY1x4zBBsqBNZILEjVIMVBjqBvQ7wQaq+u+XhYeBNoMgMR22fNhfTt6XSyPluCaFE6VaLOd0ke1TMUEs1baRMUERa0FWMEYN0wTFhehp1C2YE0/DqlWrsGjRIjz33HPK1xx77LGo1Wp48cUXpd/P5/MYHBz0/bOw2BUQy0p1q8MA4hpdq8d2tI1CRjgdss1fp9rIX47rjhvlaBsHMq0Nb5uRIAgQjQcpwtJh4sYofq7SBFVJxVlSiKk2E21OLDwsFPpkRQVBhWzaFzgtG/QHQY7j+LyCyjFMQ8X7MooJ2jDmMkFRwYzY54v3DtPRFHZpOmxOPA0vv/wytm/fjuXLlytf8/DDDyOVSmHJkiW7cGYWFtEIBkFmmCDADSimuVu0ZppN6FPEmSAdnVHKAcvQsfGMpMPCTBgTMEFhbTOYCaPsOiwRNjqxWkxkaxh0W2YAQZ8gjwmymiATWBp4b6MtM/ZY2Ms/Xj4c9BljzOHYdI1o46LTYbw6LEITxMaMOmh5LXKiq8PiIoxNnUl0ZTpscnLSx+qsW7cODz/8MEZGRjAyMoLPfOYzOO+887Bs2TI8//zz+NjHPoZ9990Xp512GgBg7dq1uO+++3DyySdjYGAAa9euxWWXXYZ3vetdWLAg3MvAwmJXo7/QASaIGCaaSoeJi1gYAxIXjuMg26pE8YKg6DRA5FwlpecVHU1QHGG0JGDpz2fQn89wEzsVE6QqkddjgkRNkL6lgYUH6o7cn8/Eul93G+7B4xvcopsDlwUtW1wN2bTLBLVjlhjTJ4ghai0QWRuTmiDLBMXA/fffjzVr1mDNmjUAXH3PmjVrcNVVVyGdTuORRx7B2Wefjf333x8XXnghjjrqKNxzzz1c65PP5/F//+//xYknnohDDjkEn//853HZZZfhW9/61kz+WRYWUohMkCigTAK20ZdqDb4w6ixg7pj+DduEYzRAm6j6gyAdJkhmzBZWyh4FVVPWOOOOkKaSInsgnuQZTGiCAkFr3TZQNYmlpHfgimF1uwiKvzjQzUQctHwQSwaC2lRaIRbnOfCqw9wghfkEicUVwz3+NSVKdyjeOyYOUt3aNqMrmaCTTjqJl8vKcPvtt4f+/JFHHok//OEPpqdlYdERiEGQie70bJErlmteOswQE1Q2yAQB/hNitd7gAYDOuLL0VRyNhQq5tNonqJ3rIG58KmE0L2fXSF2JARbXBNkgyAho25wVktSWDG87ZiWWDhZw0PJBaaXmAHGNZlq+fCgTJJoltvqYKTRBDFFss/j8cE2QCWF0lwVB9mmwsJhh0HRYTzattdAw9PIGjzVjwmhRaGsqCKL6HdrvTCsdJjFm0yqRV2h3gOgquVMOck//J+y/OLDxRZbIa/T5UlaHWWG0ERyy2xD/+ICl8boROI6Dkw9comw0yjRjE6UaZ3DD+nGJwQr7GZUmiCGKbRaDq+mqvuO890x2V3VYVzJBFhbzCdQ0TSyjTYr+1klwqlzjVLY2EyTQ2WVDJdfUk6REenOZFkabaJtRbzRRbzR9Wp2oYPDvTt0fuw334KzVKwLfU6XDuLuzgXQYY8BYutGWyJtBfz6DS/9iX/zm6S14x6v2MDLmIKkOm1S0wKAQmUQujI5gl6PYZjG4KhlIh1mzRAsLCymWklOhCT0Q4J0Epyp1TpHrmjCq02GGgiti7JjPpLSMHbm5oWFNEJsn3QyigqChnize97pV8nGzKibIYIk893VqaYI0Gt5a+HH5Gw7A5W84wNh4VBPEntv+kGrRQANVRTpsoJCB47impED0YUts7Msdow2kw7qtOsweCSwsZhjUL2S3BfG0BVFgJ8Gpco1XJonGfe2iE9VhgF8rwJgg3ZSgONdGo8mDAR0miI4pfp5Ma6TSBDHHaAPVYVWrCZot4J3kp6tE3xPGBPmZxEnFgSeVcnweRdFMkJgOM6EJstVhFhYWEtAgaGGfGSaonwZBpWhtQRyoSq47oQnSSYW5Ywr6JbLwhglNVaB+RuW6P2DRcc4Wez8x1OsGNEFZBXNng6CuhY8JUuh7KGh1WLPZ5Po/mdcYrUxcMhBezSYyqV4QpFGx2aWaIPs0WFjMMBb05XDEymEAwF8eHtSNJEEfF0bXMcGZID29UbDk2pQmqHVCJOkwXSZI7FNE02JJ5us4jtR7iH6ehGERdVYMJpqd0rEbjaZlgmYB2DO6s1iJZWxIxe+VeoMziLKf2XNhH/+YmjZKxyXBVb3R5Pe4Tkpd9fzMNKwmyMKiC/Cd9xyDV3ZO47Ddh6JfHANUGM2ZoA6lw3RZG+ofUubpML0xRWEnC64cxwuQ2kUuk2o1pPUv4lpaI+LsTWEkHUYCyXLN2yCT/v0WnQdjgjaPl/nXwhzkadqKeQQB8i7xZxy6DHc8uRmrVw5HssI0uJomFZs6xRXdWiJvgyALiy7ASF/OZ6qnC64JqhBNkGY6TGQtTDkQ03L2kiEmSDx1lkkLgqSC63wmjQnUgkyQRum5yoSxZiIdRubD7gHAlsh3M3ij01aPr0zKCWUuaQuY0WLF/Vomxfv8UZx31O7Yd0k/9lnSHzkPGlyxsnvH0TUwtV3kLSwsdhH6iE8Q2wB1mSBRaGuidxjg7y4dp19SHIg+QZ4oOnlwpeofpqONUpsl6rfNyKQc3pWcBkE2Hda9YExQ6+1HXz4TGrTT52RnKwgKS5+tbqXdo+BjgkhlmE7FZrcyQfZpsLCYg6DC6Aljwmih5NqUMJowTCUDVSh0TmWBCdKZq8x7CNATHIuBJUO9wVi25JuO4zh8zlM2CJoVEKu2op5Zes9tn3SDIF0/MMBfIl805Dift8JoCwuLXQW2YE2V65gsVwHoB0GiJqhsqNooS8bVcXWm4G0uTHamjxBG65Tei4GViQaq7pzc6zBeqvLxdMe06BxGenO+9yeqM73jOPxZ39YKgnSfc8BfHWbKcd5jfC0TZGFh0WEwWn3HlFdlYt4nqO77elJQ/5CSgVJcOieTIu6cInWlpwmSC6N5A1XNAJP9vUwcb0XR3Y1UysGifk8bOByjjyCr2NoyUWp9boIJ8u5L9kz2ZvXWj6wi4J9p2CDIwmIOgjlPs8qOdMrhRmxJwU+HdWa+527U2vodiVmiLhPERZgia6UxrqrPlwlNUJAJ0i+RB7y0BtME2VRY94N6+Czoi35mWfXYloly63N9Johq1RgTVNBmgqxZooWFxS7CcG8OVMO4oDeLlOaGKvaiMiWM9lJCTeITZLpE3gATJGnFQX8HS8G1NaZwTRnqBoTR7pz8miBrlNj9WDKQ5x8Px2ijw8wUt7aCICNMkKQ6TFZ23w7Yvddoevd3N8A+ERYWcxDplOOj0k2U31PWgjUSBUw2UO1A2wyTmiAFE1Q2kQ5TdJHPapTI0/HHW+kwXdbOovNYMugFQSsU3eYpGBO0tSNMkFcdphtcURaymwwT7RNhYTFHQQMfE0EQDQLoImaqRL5SM68JqgqVbElaZjCoUlc66TBVYMV8gtKaGh6WDhubdoXRusGlReexz2LPx4e6PKvANEGbx11NkAlhNG3sO22ggzwgBEFdlBKzQZCFxRzFwr689OOk6FQQlCNaAY+xMVMdVhY1QRqslVoTVE88Nj1xU/ASee3qsFYQVHSDIJ0g0GLX4NWrFgJw2dyj91oQ+XrGBG0cc4OgqOaocUAb+xYNdJAH/KL8btIFWbNEC4s5Csr+rBiOptWjQJkQ1kTUcfTFuzQdZqptRqCcnzVm1RhXFQQxgbiuMLrZbHIzuirXBOleB3fj8pgge+7tdhy62xC++95jUMiksXyoJ/L1Yj8vE0EQrQ4zlQ5zHAfZtINqvWmDIAsLi85jz0Vek8Q9RsIbJsYBZ1eqDZ9BoI6LLECDi6a5thmKZq86mpgox2gdnyDAZYPY31030DsMAHpaQQ9zEy5oMmwWuwYnH7Ak9mvF9JduFSjgZyg9nyAz/kPVeh3VmhVGW1hYdBj7Em3B/ksHtMfjOoF6Q0sHIyJLqHcujDZVIs+E0Qbacag6vuuIrmnaj6bEvN5hekEQqxzaMdUKgiwTNOcgMjRRBotxQEvkmSbIRNVZN3oFWSbIwmKO4pSDlmL5UAFDPVms2SNaWxAFFgTUG16PLxMl10xwWarWuTBaJ20FhJXIm/cJ0hmb6iTouLWGGZ+g3pZexAuCLBM01yBWgw326G/r7D4pVeuYbpXI62qCgO7sH2aDIAuLOYqRvhzu/tjJcKDvPAz4WR/WhsHEpspOmMUKCYJMtc3gQZC5EnmVT1CSwM1xHOQzKZRrDZ8Tdc2QYzRjgrbbIGjOQqz8NKEJYvdNtd7k9gq61WGA3xi1W2C5UQuLOYxsOmUkAAL8QdBo0ZzQlp0wixWvEsVUn7NAibxWOszfjwwAavUGD1iSsmKyCrFa63fomiWKolmbDpt7WCgEQSbsMBiDCACbWlVnum13gKCTezfAPhEWFhaxkCHNN0dbQlsTp0O2UU+TIIguwkmgbPZq2CyRBkRJU3isgsufDjOkCRKuo2WC5h4WEYdpxwEW9evbYWTTKX6/bxo3GQTJU8ozCRsEWVhYxILjONw6fwcLggxsqiyQKlZrnkW/ZnDFU1f1zmqCaONTk0yQqQaqol7EBkFzD4tJ0DPSmzPWH64v59eTDZioOsv6n8tugA2CLCwsYoMLbSfNaUxYwDNdqWOq7DJBfZrluDly4mw2m9zrRKcJpKyLfIU0Ok0asMhK701Vh4nBpC2Rn3tYTJgg3f6AFGIAbYIJYoemUqUe8cpdBxsEWVhYxEZvB4S2bKOeLNeMlePStFe1TvyHdHyCJFQ+Y4JMpNn8wuhWcKXpEyQGk1YTNPdQyKaxz2K3vcYJ+y02Nq5475hggpjXkKv/q2GiVEVjhpup2ifCwsIiNthJjgVBJtNhJZJa0m0CmRP6FE1X9PsfiU1ZATNVZ9Sdl6FuSBMkaqv6DZzmLboPXzzvcJx/7B74h9MPMDamqCczwwS5z8l0tY5v37MOh336l/jEbY9pj6sD+0RYWFjERh/3nXE7VpsIgsQKppSj3+2cMjOVWgOlmr4Jo1QTZEBrlJeYMLJWHLptM8QqOxPNNS26D8fsNYJj9hoxOqZ4ENFNUQMkHVatY6ql/+vXLILQhWWCLCwsYoPR2Z4myFyJPENfLqPdiiNNKtkqtQbXIGgxQbJ0mIZHEAMXi5J0GGOCsprpMDHANHGat5gfoEFPfz6jbdcAkCKISh1TZVYEMbP3pA2CLCwsYqNXSIfpCI0Z0inHF0zplsczUGM2ryeZiWAlmA7T6k4vCa6qhnyCROM8E7oOi/kB+hyaMGAEgJ5syw6jWkeRFUFYJsjCwmK2gAmWWSBgIh3mjuudBk3Q7oDf4ZlXh2nMV9Y7zCwTZF4TNNKXAx3CpsMs4oIGPtSLSAc9uZYmqOKlwywTZGFhMWsgsjSmfGdoMGXCgBHwa3hYOw6doC3MJ0hLE5QJCqOrPAjSW6LTKcfnIGzTYRZxsWSgwD9eZMCFGvBrgiZb6bCZvidtEGRhYREb4qlNt4qLYbjXO3Waot4pc8O70xsOghgrZLo7fdWAwzUDNc8z4SZsMT+whLA/C/vNBEEF0iJnosSE0TYIsrCwmCUQmZRBQ6e4Bb056cc6YAFEqVrnAYYOE5SXlci3GCadYIWnw6qeMJppgky4/9KEmnWMtoiLJYNeELRyQa+RMXmLnGodkyXGBM2sTs0GQRYWFrHRCe8QAFhA6PahXrNM0Ph0lX9NTxMU7PFVNtKYNdhKgAVBuYx+Rc6bj14JADhw2YD2WBbzBwcs9e6Xg5YPGhmTaYJK1TrvTj/T6TCbILawsIiNnpzoO2MmYBkhgc+wqXRYKzAZI0GQVrDSKZ8gzgQFfYJMMEHve93eyGdSeONhy7XHspg/WDJYwKfOOhh/3l7ESQeYcaLu8aXD3OdyptNhNgiysLCIDTFA6QQTZDodxk6c+UxKq7cSG6/WaKLRaCKVcnhApOUYnfFX3AFeys1EEDRYyOLDJ++rPY7F/MN7X7u30fHYIWp8usrv90GbDrOwsJgtWChUiZgKglYM9/CPV470hLwyPsR0mG7Vmc+Fmnen19cEyRgmk5ogC4tuAWOCtkyU+ddmupWLfcIsLCxiY0EgCDJzijt89yH+8X5LzWhXPCbIDYJ0O6hTQ0SWujKSDpM0UOXVYTYIsphDYJpClqLuzaWNOFHrwKbDLCwsYoN6zuTSKWPVYQcuG8Q/vfEgNJvAPov7jYzJNUFFM0wQbWFRrtcBZD2fIA2zRDkT1NIEGRBGW1h0C4IO5jMfgsz8DCwsLGYNqJ9PNu1o9/iieN/rVhkbC/Co962TLvWua8/vOA5ymRQqtQYPWCp1A13kBU1Qs9k0qgmysOgWiEHQTIuiAZsOs7CwaAM07cPYim4FO2VuHCsBMLPg5oU+X4wJ0vIJEtJhtYZ3XW0QZDGXIDZiHTHkRK0D+4RZWFi0hTce7pZa/81r9pzhmYSDCS43GwyCcoJhoglNkJgOqxK/IKsJsphLcBzHl0LvhiBo5rkoCwuLWYVPnXUwTtxvMc4+YsVMTyUUA62gZ6Jszp4/LwQsjL3RS4f5G6hWa5QJspogi7mFoZ4sdrZ0egu7oI2LDYIsLCzawpKBAt56zMqZnkYkxMo1E33ORNbGpE+QpzNy/3cczHjljIWFaVBdkGi5MROwXKuFhcWchMj8mPAjEYOgsoFGpzmRCSKiaJPCcwuLbsCyIa87PW3SOlOwQZCFhcWchFh+O2CQCSob1ASJwmjeN8zqgSzmIPZc2Cf9eKZgnzILC4s5CZH5MZIOE6vDmCZIwydI1Bl5TJBlgSzmHvZb4vmAHbh85pv6Wk2QhYXFnMSA0NxV9ChJgk5qgsp8THPNUy0sug1nrV6Bh18axT6L+7FkoBD9Ax2GDYIsLCzmJMSgZ5GBSpScIGIumwiCsiomyAZBFnMPhWwanz/nsJmeBod9yiwsLOYkFguiy4X9+pUoPB1W95slavkEpb3u9LV6w9MEaQRWFhYW8WCfMgsLizmJnlzaJ4Y2wQR1xCeI6Ikq9QZpmWE1QRYWnYYNgiwsLOYsGk3PeNCEJ0lOqOSqmHCMJmmvSq3hNU+16TALi46jK5+yu+++G2eddRZWrFgBx3Fw2223+b7/nve8B47j+P6dfvrpvtfs2LED559/PgYHBzE8PIwLL7wQk5OTu/CvsLCwmGkcs/cIAJdVyRgIKoLVYfqpq0w6xU0Ry7UGqjWrCbKw2FXoyqdsamoKq1evxje+8Q3la04//XRs3LiR//vhD3/o+/7555+Pxx9/HL/61a/w05/+FHfffTfe//73d3rqFhYWXYQr3nAAVq8cxpffdoSR8Wh1WK3e4M1OddJh9OfL1Yb1CbKw2IXoyuqwM844A2eccUboa/L5PJYtWyb93pNPPolf/OIX+OMf/4ijjz4aAPC1r30NZ555Jv71X/8VK1YEex6Vy2WUy2X++fj4uMZfYGFh0Q04dLch/NeHX2tsPGqWWCGNTnV8gti4xUodlXrd0wRlrCbIwqLTmLVHjTvvvBNLlizBAQccgA996EPYvn07/97atWsxPDzMAyAAOPXUU5FKpXDfffdJx7vmmmswNDTE/61c2f29kSwsLHYtKBPEKsMAfdaGMUGlqtUEWVjsSszKp+z000/Hf/zHf+DXv/41/vmf/xl33XUXzjjjDNTrrlhx06ZNWLJkie9nMpkMRkZGsGnTJumYV155JcbGxvi/l156qeN/h4WFxewCrQ6brrrrTS6d0tYb8eCKlMjbIMjCovPoynRYFN7+9rfzjw877DAcfvjh2GeffXDnnXfilFNOSTRmPp9HPj/zzdwsLCy6FzlJEFTQTIUBxDXaaoIsLHYp5sRTtmrVKixatAjPPfccAGDZsmXYsmWL7zW1Wg07duxQ6ogsLCwsokDNEqcrbhDUk0teHs9Am6hWatYnyMJiV2FOBEEvv/wytm/fjuXLlwMAjjvuOIyOjuKBBx7gr/nNb36DRqOBY489dqamaWFhMctB02HMK6gnqx8EUYbJaoIsLHYdujIdNjk5yVkdAFi3bh0efvhhjIyMYGRkBJ/5zGdw3nnnYdmyZXj++efxsY99DPvuuy9OO+00AMBBBx2E008/HRdddBFuuOEGVKtVXHzxxXj7298urQyzsLCwiANfOqziMjYFA0GQxwQ1OBNkwtfIwsIiHF35lN1///1Ys2YN1qxZAwC4/PLLsWbNGlx11VVIp9N45JFHcPbZZ2P//ffHhRdeiKOOOgr33HOPT9Nzyy234MADD8Qpp5yCM888E8cffzy+9a1vzdSfZGFhMQfAtDulWp1ogkwwQV5jVsYwmdAaWVhYhKMrmaCTTjoJTWJ3L+L222+PHGNkZAQ/+MEPTE7LwsJinoMFPKWqJ4w2kQ6jTFCpao5hsrCwCIc9alhYWFjERG9LBF2s1FHqkDC6ZKApq4WFRTzYp8zCwsIiJljAU6p6wYppYXTZMkEWFrsMNgiysLCwiAkW8BQrNV4ib0YY3fIJqjV4cFWwTJCFRcdhnzILCwuLmGBM0HTFE0b35EyYJVImyFxwZWFhEQ4bBFlYWFjERE+HhdGlap0Lo3WbslpYWETDPmUWFhYWMcECnkq9gclSDYAZxqY35xbqFqt1r0Q+Y5kgC4tOwwZBFhYWFjFBK8FGi1UAZoKgvnxLa1Su2RJ5C4tdCBsEWVhYWMREPpOC02rptX2qDMAsEzRVqaNUtSXyFha7CvYps7CwsIgJx3HQ2wp6tk1WAAADeX3PWc4EVWoo15gmyDJBFhadhg2CLCwsLNoAS4ltnXCZoP6CfhDEmaCyxwTZthkWFp2HfcosLCws2gBLf41Nu5qgfhNMUM5jgrx0mGWCLCw6DRsEWVhYWLSBXqFNhhEmKE+YoBoTRtvl2cKi07BPmYWFhUUbEH2BjGiCWoHVeKmKSisIYikyCwuLzsEGQRYWFhZtoE8IekwwQWzMiZb3kPs1mw6zsOg0bBBkYWFh0QaGe7O+z81ogvxjZNOO1QRZWOwC2CDIwsLCog0M9fiDIDGASYIeUWdkILCysLCIhg2CLCwsLNrAUE+OfzxYyCCVcrTHzGVSyKW95VhMuVlYWHQGNgiysLCwaAM0HbZoIG9s3F6iAbJMkIXFroENgiwsLCzaAE2HLeo3FwQNEIG1ZYIsLHYNbBBkYWFh0QYWECZoscEgaKTPG2vQQMWZhYVFNGwQZGFhYdEG9hjp4x/vvqDH2LiL+jytEQ2ILCwsOgcbBFlYWFi0gVWL+3gn+f2XDhgbd2G/FwQtIh9bWFh0DpZztbCwsGgDhWwaX3rLavzppVH85erlxsal7M9Inw2CLCx2BWwQZGFhYdEmzj1yd5x75O5Gx1xMKs2WDNp0mIXFroBNh1lYWFh0AQ5ePsg/3mdx/wzOxMJi/sAyQRYWFhZdgCP3HMaxe4+gP5/xBUQWFhadgw2CLCwsLLoA+UwaP/rAcTM9DQuLeQWbDrOwsLCwsLCYl7BBkIWFhYWFhcW8hA2CLCwsLCwsLOYlbBBkYWFhYWFhMS9hgyALCwsLCwuLeQkbBFlYWFhYWFjMS9ggyMLCwsLCwmJewgZBFhYWFhYWFvMSNgiysLCwsLCwmJewQZCFhYWFhYXFvIQNgiwsLCwsLCzmJWwQZGFhYWFhYTEvYYMgCwsLCwsLi3kJGwRZWFhYWFhYzEtkZnoC3YpmswkAGB8fn+GZWFhYWFhYWMQF27fZPh4GGwQpMDExAQBYuXLlDM/EwsLCwsLCol1MTExgaGgo9DVOM06oNA/RaDSwYcMGDAwMwHEco2OPj49j5cqVeOmllzA4OGh07LkGe63iw16r+LDXKj7stYoPe63aQ6euV7PZxMTEBFasWIFUKlz1Y5kgBVKpFHbfffeO/o7BwUH7oMSEvVbxYa9VfNhrFR/2WsWHvVbtoRPXK4oBYrDCaAsLCwsLC4t5CRsEWVhYWFhYWMxL2CBoBpDP5/GpT30K+Xx+pqfS9bDXKj7stYoPe63iw16r+LDXqj10w/WywmgLCwsLCwuLeQnLBFlYWFhYWFjMS9ggyMLCwsLCwmJewgZBFhYWFhYWFvMSNgiysLCwsLCwmJewQVACXHPNNTjmmGMwMDCAJUuW4K/+6q/w9NNPS1/bbDZxxhlnwHEc3Hbbbb7vrV+/Hm984xvR29uLJUuW4KMf/ShqtZrvNXfeeSeOPPJI5PN57Lvvvvje977Xob+qM4hzrU466SQ4juP798EPftD3GnutPKxduxZ/8Rd/gb6+PgwODuKEE07A9PQ0//6O/7+9O4+K4kr7APzrBrppwAaapVFAUAngBoqiaVRQAdHMRAc1GMEFF9xwdDQiYFzH4zIuMSZxHJO4L0HR4LiBQUCWGYYoiggizSqJARlFUGwEod/vDz5LS0BhoqKn73NOn2Pf+9btW6+34FJ1q7qiAgEBAZBKpTAyMsKMGTNQXV3NayMzMxNDhgyBrq4urK2tsWnTpje+f6/bq/JVXFzcZFw9fUVGRnJxbGw1Kisrw+TJk2FhYQF9fX24uLjgxIkTvBhNGFutyVVBQQF8fX1hZmYGqVQKPz8/3LlzhxejCbnauXMnnJycuIcdKhQKREdHc/WPHz9GcHAwTExMYGBggHHjxjXJU7sff8S0mY+PD+3du5eysrIoIyODPvroI+rcuTNVV1c3if3iiy9o1KhRBICioqK48vr6eurVqxd5eXnR1atX6dy5c2Rqakrh4eFcTGFhIenp6dHixYvpxo0b9PXXX5OWlhbFxMS8jd18LVqTKw8PDwoKCqLS0lLuVVVVxdWzXD3L1b///W+SSqW0YcMGysrKops3b9LRo0fp8ePHXMzIkSPJ2dmZ/vOf/1BycjLZ2dnRxIkTufqqqiqSy+UUEBBAWVlZ9MMPP5BEIqFdu3a91f39vV6Vr/r6et6YKi0tpTVr1pCBgQE9fPiQi2Fjq5G3tze5urpSWloaFRQU0Nq1a0koFNKVK1e4GE0YW6/KVXV1NXXt2pV8fX0pMzOTMjMzacyYMeTq6koNDQ1cO5qQq1OnTtHZs2dJqVRSbm4uLVu2jHR0dCgrK4uIiObMmUPW1tYUFxdHly9fpg8//JDc3Ny47d+F449Ngl6D8vJyAkCJiYm88qtXr5KlpSWVlpY2mQSdO3eOhEIhlZWVcWU7d+4kqVRKtbW1RES0dOlS6tmzJ6/NCRMmkI+Pz5vbmTesuVx5eHjQwoULW9yG5epZrgYOHEjLly9vcZsbN24QALp06RJXFh0dTQKBgG7fvk1ERH//+9/J2NiYyx0RUWhoKDk4OLyBvXh7WjoOn9enTx+aPn06956NrWe50tfXpwMHDvDiZDIZfffdd0SkuWPrxVydP3+ehEIh7w+1yspKEggEFBsbS0SamysiImNjY/r++++psrKSdHR0KDIykqvLyckhAJSamkpE78bxxy6HvQZVVVUAAJlMxpWpVCr4+/tjx44dsLCwaLJNamoqevfuDblczpX5+PjgwYMHyM7O5mK8vLx42/n4+CA1NfVN7MZb0VyuAODw4cMwNTVFr169EB4eDpVKxdWxXDXmqry8HGlpaTA3N4ebmxvkcjk8PDyQkpLCbZOamgojIyP079+fK/Py8oJQKERaWhoX4+7uDpFIxMX4+PggNzcX9+/ffxu79ka0NLaeSk9PR0ZGBmbMmMGVsbH1LFdubm44evQoKioqoFarERERgcePH2Po0KEANHdsvZir2tpaCAQC3gP+dHV1IRQKuWNRE3PV0NCAiIgIPHr0CAqFAunp6Xjy5Anv2HF0dETnzp25Y+ddOP7YJOh3UqvV+Mtf/oJBgwahV69eXPmiRYvg5uaGMWPGNLtdWVkZ7z8eAPe+rKzspTEPHjzgrQF5X7SUK39/fxw6dAgJCQkIDw/HwYMHMWnSJK6e5aoxV4WFhQCA1atXIygoCDExMXBxcYGnpyfy8vIANObB3Nyc15a2tjZkMtkrc/W07n3U0th63u7du9G9e3e4ublxZWxsPcvVsWPH8OTJE5iYmEAsFmP27NmIioqCnZ0dAM0cW83l6sMPP4S+vj5CQ0OhUqnw6NEjLFmyBA0NDSgtLQWgWbm6fv06DAwMIBaLMWfOHERFRaFHjx4oKyuDSCSCkZERL14ul7cpB2/6+GPfIv87BQcHIysri/fX+KlTpxAfH4+rV6+2Y8/ePc3lCgBmzZrF/bt3797o2LEjPD09UVBQgG7dur3tbr4TmsuVWq0GAMyePRvTpk0DAPTt2xdxcXHYs2cPNmzY0C59fRe0NLaeqqmpwZEjR7BixYq33LN3T0u5WrFiBSorK3HhwgWYmpri5MmT8PPzQ3JyMnr37t1OvW1fzeXKzMwMkZGRmDt3Lr766isIhUJMnDgRLi4uEAo177yCg4MDMjIyUFVVhePHj2Pq1KlITExs7261GpsE/Q7z58/HmTNnkJSUBCsrK648Pj4eBQUFTWbA48aNw5AhQ3Dx4kVYWFjg559/5tU/XTX/9PKZhYVFk5X0d+7cgVQqhUQieQN79Oa0lKvmDBw4EACQn5+Pbt26sVz9v44dOwIAevTowYvv3r07SkpKADTmoby8nFdfX1+PioqKV+bqad37pjVj6/jx41CpVJgyZQqvnI2tRgUFBfjmm2+QlZWFnj17AgCcnZ2RnJyMHTt24B//+IfGja2XjasRI0agoKAAd+/ehba2NoyMjGBhYYGuXbsC0KzjUCQScWcL+/Xrh0uXLmH79u2YMGEC6urqUFlZyftdeOfOHV4O2vv407xp62tARJg/fz6ioqIQHx+PLl268OrDwsKQmZmJjIwM7gUA27Ztw969ewEACoUC169f5x0osbGxkEql3C85hUKBuLg4XtuxsbFQKBRvcO9er1flqjlP8/X0lz7LVSNbW1t06tSpye26SqUSNjY2ABrzUFlZifT0dK4+Pj4earWam1wqFAokJSXhyZMnXExsbCwcHBxgbGz8pnbvtWvL2Nq9ezdGjx4NMzMzXjkbW42ersF78UyGlpYWdwZSU8ZWW8aVqakpjIyMEB8fj/LycowePRqA5uSqOWq1GrW1tejXrx90dHR4x05ubi5KSkq4Y+edOP5ey/JqDTN37lwyNDSkixcv8m6/ValULW6DFm6RHzFiBGVkZFBMTAyZmZk1e2tgSEgI5eTk0I4dO967W3Nflav8/Hz661//SpcvX6aioiL65z//SV27diV3d3euDZarZ+Nq27ZtJJVKKTIykvLy8mj58uWkq6tL+fn5XMzIkSOpb9++lJaWRikpKfTBBx/wbs2trKwkuVxOkydPpqysLIqIiCA9Pb336tZcotYfh3l5eSQQCCg6OrpJG2xsNeaqrq6O7OzsaMiQIZSWlkb5+fm0ZcsWEggEdPbsWa4dTRhbrRlXe/bsodTUVMrPz6eDBw+STCajxYsX89rRhFyFhYVRYmIiFRUVUWZmJoWFhZFAIKCffvqJiBpvke/cuTPFx8fT5cuXSaFQkEKh4LZ/F44/Ngn6HwBo9rV3796XbvP8JIiIqLi4mEaNGkUSiYRMTU3ps88+oydPnvBiEhISqE+fPiQSiahr164v/Yx30atyVVJSQu7u7iSTyUgsFpOdnR2FhITwbj8lYrl63oYNG8jKyor09PRIoVBQcnIyr/7evXs0ceJEMjAwIKlUStOmTeOei/PUtWvXaPDgwSQWi8nS0pI2btz4pnfvtWttvsLDw8na2pr3DJfnsbHVSKlU0tixY8nc3Jz09PTIycmpyS3zmjC2WpOr0NBQksvlpKOjQx988AFt3bqV1Go1rx1NyNX06dPJxsaGRCIRmZmZkaenJzcBIiKqqamhefPmkbGxMenp6ZGvry+Vlpby2mjv409ARPR6zikxDMMwDMO8P9iaIIZhGIZhNBKbBDEMwzAMo5HYJIhhGIZhGI3EJkEMwzAMw2gkNgliGIZhGEYjsUkQwzAMwzAaiU2CGIZhGIbRSGwSxDAMwzDviXXr1sHNzQ16enpNvp/yZXJycjB69GgYGhpCX18frq6u3HcOAsDQoUMhEAh4rzlz5jRpZ9++fXBycoKuri7Mzc0RHBzMqycibNmyBfb29hCLxbC0tMS6det4MbW1tfj8889hY2MDsVgMW1tb7Nmzp015uHLlCry9vWFkZAQTExPMmjUL1dXVbWoDYJMghmFeg4sXL0IgEKCysrJdPj8uLg7du3dHQ0NDu3z+6yIQCHDy5MlXxtXV1cHW1haXL19+851i3rqhQ4di3759zdbV1dXhk08+wdy5c1vdXkFBAQYPHgxHR0dcvHgRmZmZWLFiBXR1dXlxQUFBKC0t5V6bNm3i1X/xxRf4/PPPERYWhuzsbFy4cAE+Pj68mIULF+L777/Hli1bcPPmTZw6dQoDBgzgxfj5+SEuLg67d+9Gbm4ufvjhBzg4OLR6f3777Td4eXnBzs4OaWlpiImJQXZ2NgIDA1vdBue1PXuaYRiN4OHhQQsXLuSV1dbWUmlpaZOvDnhbXFxc6NChQ+3y2a8Tmvl6nZZ8/fXXNHz48DfbIaZdeHh4vPKrIfbu3UuGhoatam/ChAk0adKkV37mi8f18yoqKkgikdCFCxdajLlx4wZpa2vTzZs3W4yJjo4mQ0NDunfv3kv7891335GjoyOJxWJycHCgHTt2cHW7du0ic3Nz3lfhZGZmEgDKy8t7absvYmeCGIb53UQiESwsLCAQCN76Z6ekpKCgoADjxo1765/dngICApCSkoLs7Oz27grzDlOr1Th79izs7e3h4+MDc3NzDBw4sNkzjocPH4apqSl69eqF8PBwqFQqri42NhZqtRq3b99G9+7dYWVlBT8/P/zyyy9czOnTp9G1a1ecOXMGXbp0ga2tLWbOnImKigou5tSpU+jfvz82bdoES0tL2NvbY8mSJaipqeH1Y+XKlVi3bh1ycnKwfv16rFixAvv37wfQeDlNJBJBKHw2hZFIJAAafx60BZsEMQzTaoGBgUhMTMT27du5dQPFxcVNLoft27cPRkZGOHPmDBwcHKCnp4fx48dDpVJh//79sLW1hbGxMRYsWMC7hFVbW4slS5bA0tIS+vr6GDhwIC5evPjSPkVERMDb25t3av/atWsYNmwYOnToAKlUin79+vEuHaWkpGDIkCGQSCSwtrbGggUL8OjRI14/QkNDYW1tDbFYDDs7O+zevZurT0xMxIABAyAWi9GxY0eEhYWhvr6eqx86dCgWLFiApUuXQiaTwcLCAqtXr+b1Oy8vD+7u7tDV1UWPHj0QGxvLq6+rq8P8+fPRsWNH6OrqwsbGBhs2bODqjY2NMWjQIERERLw0P4xmKy8vR3V1NTZu3IiRI0fip59+gq+vL8aOHYvExEQuzt/fH4cOHUJCQgLCw8Nx8OBBTJo0iasvLCyEWq3G+vXr8eWXX+L48eOoqKiAt7c36urquJhbt24hMjISBw4cwL59+5Ceno7x48fz2klJSUFWVhaioqK4tubNm8fFrFq1Clu3bsXYsWPRpUsXjB07FosWLcKuXbsAAMOHD0dZWRk2b96Muro63L9/H2FhYQCA0tLStiWoTeeNGIbRaJWVlaRQKCgoKIhKS0uptLSU6uvrKSEhgQDQ/fv3iajxVL2Ojg55e3vTlStXKDExkUxMTGjEiBHk5+dH2dnZdPr0aRKJRBQREcG1P3PmTHJzc6OkpCTKz8+nzZs3k1gsJqVS2WKfnJycmnz7ds+ePWnSpEmUk5NDSqWSjh07RhkZGURElJ+fT/r6+rRt2zZSKpX0r3/9i/r27UuBgYHc9n5+fmRtbU0//vgjFRQU0IULF7h+/vrrr6Snp0fz5s2jnJwcioqKIlNTU1q1ahW3vYeHB0mlUlq9ejUplUrav38/CQQC7hu2GxoaqFevXuTp6UkZGRmUmJhIffv25V0O27x5M1lbW1NSUhIVFxdTcnIyHTlyhLefoaGh5OHh0ab/Q+bds27dOtLX1+deQqGQxGIxr+zWrVu8bVp7Oez27dsEgCZOnMgr//jjj+nTTz9tcbu4uDgCQPn5+VwfAdD58+e5mPLychIKhRQTE0NEREFBQQSAcnNzuZj09HQCwF0i8/b2Jl1dXaqsrORiTpw4QQKBgFQqFVVXVxMAkkgkvP0Xi8Vkbm7ObXP48GGSy+WkpaVFIpGIlixZQnK5vMnPgldhkyCGYdqkubUDzU2Cnv8BSkQ0e/Zs0tPTo4cPH3JlPj4+NHv2bCIiunXrFmlpadHt27d5bXt6elJ4eHiL/TE0NKQDBw7wyjp06ED79u1rNn7GjBk0a9YsXllycjIJhUKqqamh3NxcAkCxsbHNbr9s2TJycHDgrX/asWMHGRgYcGsUPDw8aPDgwbztXF1dKTQ0lIiIzp8/T9ra2rx9jY6O5k2C/vznP9Pw4cNfus5q+/btZGtr22I98364d+8e5eXlca8BAwbQ3/72N17ZkydPeNu0dhJUW1tL2tratHbtWl750qVLyc3NrcXtnk5Gnk5w9uzZQwDol19+4cWZm5vTt99+S0REK1euJG1tbV69SqUiANwfAFOmTKFu3brxYm7cuEEASKlUUllZGQGgQ4cO8fY/Ly+PCgsLm/SzrKyMHj58SNXV1SQUCunYsWOvzMnztNt23ohhGKZ19PT00K1bN+69XC6Hra0tDAwMeGXl5eUAgOvXr6OhoQH29va8dmpra2FiYtLi59TU1DS5y2Xx4sWYOXMmDh48CC8vL3zyySdcX65du4bMzEwcPnyYiyciqNVqFBUV4fr169DS0oKHh0ezn5eTkwOFQsFb/zRo0CBUV1fj119/RefOnQEATk5OvO06duzI7WtOTg6sra3RqVMnrl6hUPDiAwMD4e3tDQcHB4wcORJ//OMfMWLECF6MRCLhrdtg3k8ymQwymYx7L5FIYG5uDjs7u9/dtkgkgqurK3Jzc3nlSqUSNjY2LW6XkZEBoHHcAo1jHAByc3NhZWUFAKioqMDdu3e5dgYNGoT6+noUFBRwx5tSqQQAXkxkZCSqq6u5nwVKpRJCoRBWVlaQSCTo1KkTCgsLERAQ8Mr9k8vlAIA9e/ZAV1cX3t7er07Kc9gkiGGYN0JHR4f3XiAQNFumVqsBANXV1dDS0kJ6ejq0tLR4cc9PnF5kamqK+/fv88pWr14Nf39/nD17FtHR0Vi1ahUiIiLg6+uL6upqzJ49GwsWLGjSVufOnZGfn9+m/WzJy/a1NVxcXFBUVITo6GhcuHABfn5+8PLywvHjx7mYiooKmJmZvZb+Mu+HkpISVFRUoKSkBA0NDdxkxc7OjjtOHB0dsWHDBvj6+gIAQkJCMGHCBLi7u2PYsGGIiYnB6dOnufV2BQUFOHLkCD766COYmJggMzMTixYtgru7OzeZt7e3x5gxY7Bw4UJ8++23kEqlCA8Ph6OjI4YNGwYA8PLygouLC6ZPn44vv/wSarUawcHB8Pb25v648ff3x9q1azFt2jSsWbMGd+/eRUhICKZPn84tbl6zZg0WLFgAQ0NDjBw5ErW1tbh8+TLu37+PxYsXAwC++eYbuLm5wcDAALGxsQgJCcHGjRvb9OwkAGxNEMMwbePt7U3z58/nlTV3OezFU/WrVq0iZ2dnXtnUqVNpzJgxRETcZaikpKQ29ecPf/jDS2/tJSL69NNP6eOPPyYiIn9/f/L09GwxtqioiAQCQZsvh3Xo0IF3OezFPo0ZM4amTp1KRM8uh/32229cfUxMzEtvkX9a//ytxZMmTXrlrc/M++dlt8hPnTqVADR5JSQkcDEAmmy/e/dusrOzI11dXXJ2dqaTJ09ydSUlJeTu7k4ymYzEYjHZ2dlRSEgIVVVV8dqoqqqi6dOnk5GREclkMvL19aWSkhJezO3bt2ns2LFkYGBAcrmcAgMDm9wOn5OTQ15eXiSRSMjKyooWL15MKpWKF3P48GHq06cPiUQiMjY2Jnd3d/rxxx+5+smTJ5NMJiORSEROTk5NLom3FpsEMQzTJkFBQeTq6kpFRUX03//+lxoaGl7LJIiIKCAggGxtbenEiRNUWFhIaWlptH79ejpz5kyL/fnqq6+oX79+3HuVSkXBwcGUkJBAxcXFlJKSQt26daOlS5cSEdG1a9dIIpFQcHAwXb16lZRKJZ08eZKCg4O5NgIDA8na2pqioqKosLCQEhIS6OjRo0T0bGF0cHAw5eTk0MmTJ5tdGP2ySVBDQwP16NGDvL29KSMjg5KSkqhfv368SdDWrVvpyJEjlJOTQ7m5uTRjxgyysLDgPRvFxsbmf/7hzzAMe04QwzBttGTJEmhpaaFHjx4wMzPjPXr/99q7dy+mTJmCzz77DA4ODvjTn/6ES5cucetsmhMQEIDs7GxuzYOWlhbu3buHKVOmwN7eHn5+fhg1ahTWrFkDoHGtTmJiIpRKJYYMGYK+ffti5cqVvPU5O3fuxPjx4zFv3jw4OjoiKCiIu4Xe0tIS586dw88//wxnZ2fMmTMHM2bMwPLly1u9n0KhEFFRUaipqcGAAQMwc+bMJl8t0KFDB2zatAn9+/eHq6sriouLce7cOe7ZKKmpqaiqquLdfswwTNsIiIjauxMMwzC/R0hICB48eMA9R0QTTJgwAc7Ozli2bFl7d4Vh3lvsTBDDMO+9p1/G2JaFx++zuro69O7dG4sWLWrvrjDMe42dCWIYhmEYRiOxM0EMwzAMw2gkNgliGIZhGEYjsUkQwzAMwzAaiU2CGIZhGIbRSGwSxDAMwzCMRmKTIIZhGIZhNBKbBDEMwzAMo5HYJIhhGIZhGI3EJkEMwzAMw2ik/wPRFLHF+nkvMAAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for uib, uband in enumerate(np.unique(tod.detectors.band)):\n", + "\n", + " band_mask = tod.detectors.band == uband\n", + " band_mean = tod.data[band_mask].mean(axis=0)\n", + " plt.plot(tod.time, band_mean, label=f'{int(uband[1:])} GHz mean')\n", + "\n", + "plt.xlabel('time (seconds)')\n", + "plt.ylabel(r'temperature ($K_{RJ}$)')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5adb082c", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.9.13" + }, + "vscode": { + "interpreter": { + "hash": "f88e5bf5f0be7bd9faa88242bcf07e5ffa7d513506f360fd3aab8d7c0fbd2667" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From eadb67a2e78b222a53a1fd18ad723a42ebbbb3bc Mon Sep 17 00:00:00 2001 From: Joshiwavm Date: Wed, 21 Jun 2023 16:15:48 +0200 Subject: [PATCH 5/5] Create Mock-observations.ipynb --- docs/source/tutorials/Mock-observations.ipynb | 147 ++++++++++++++++++ 1 file changed, 147 insertions(+) create mode 100644 docs/source/tutorials/Mock-observations.ipynb diff --git a/docs/source/tutorials/Mock-observations.ipynb b/docs/source/tutorials/Mock-observations.ipynb new file mode 100644 index 0000000..ff82ff3 --- /dev/null +++ b/docs/source/tutorials/Mock-observations.ipynb @@ -0,0 +1,147 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Synthesized Observations" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from maria.mock_obs import WeObserve" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can use maria to make realistic mock observations. We wrote a wrapper, named WeObserve, that simulates a telescopes such as ACT, Toltecc, or AtLAST and generates filtered observations that inlcude a noise term directly derived from the atmospheric model based on an input fits file." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "file = \"./maps/tsz.fits\"" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For instance, the below snippet generates synthetic Mustang-2 observations. Analyzes plots are saved under the fulder './analyzes'. The synthetic images are saved under the project nam, in this case: './Mock_obs'." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "obs = WeObserve(\n", + " array_name = 'MUSTANG-2',\n", + " pointing_name = 'DAISY_2deg',\n", + " site_name = 'GBT',\n", + " project = './Mock_obs',\n", + " skymodel = file,\n", + "\n", + " integration_time = 600, # seconds\n", + " coord_center = [4, 10.5], # degree\n", + " coord_frame = \"ra_dec\"\n", + " )" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you wanna alter the observations, you can just give it additional kwargs:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "obs = WeObserve(\n", + " array_name = 'MUSTANG-2',\n", + " pointing_name = 'DAISY_2deg',\n", + " site_name = 'GBT',\n", + " project = './Mock_obs',\n", + " skymodel = file,\n", + "\n", + " integration_time = 600, # seconds\n", + " coord_center = [4, 10.5], # degree\n", + " coord_frame = \"ra_dec\",\n", + "\n", + " # --- Additional\n", + " bands = [(27e9, 5e9, 100),\n", + " (35e9, 5e9, 100)], # (band center, bandwidth, dets per band) [GHz, GHz, number]\n", + " \n", + " units = 'Jy/pixel', # Kelvin Rayleigh Jeans (KRJ) or Jy/pixel \n", + " inbright = -5.37 * 1e3 * 0.000113, # In units of key units \n", + " incell = 0.5 / 360, # degree\n", + " quantiles = {'column_water_vapor':0.5} # pwv = 50%\n", + " )" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the (sub)mm wavelength one often has contaminatinos from the CMB. Therefore, if you are interested there is an option to add CMB (noise) to your image. This is added through a random realization of the CMB powerspectra, linearly added to the atmoshperic noise power spectra." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "obs = WeObserve(\n", + " array_name = 'MUSTANG-2',\n", + " pointing_name = 'DAISY_2deg',\n", + " site_name = 'GBT',\n", + " project = './Mock_obs',\n", + " skymodel = file,\n", + "\n", + " integration_time = 600, # seconds\n", + " coord_center = [4, 10.5], # degree\n", + " coord_frame = \"ra_dec\",\n", + "\n", + " # --- Additional\n", + " cmb = True,\n", + "\n", + " bands = [(27e9, 5e9, 100),\n", + " (35e9, 5e9, 100)], # (band center, bandwidth, dets per band) [GHz, GHz, number]\n", + " \n", + " units = 'Jy/pixel', # Kelvin Rayleigh Jeans (KRJ) or Jy/pixel \n", + " inbright = -5.37 * 1e3 * 0.000113, # In units of key units \n", + " incell = 0.5 / 360, # degree\n", + " quantiles = {'column_water_vapor':0.5} # pwv = 50%\n", + " )" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +}