{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Running and Plotting Coeval Cubes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The aim of this tutorial is to introduce you to how `21cmFAST` does the most basic operations: producing single coeval cubes, and visually verifying them. It is a great place to get started with `21cmFAST`." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:11.054977Z", "start_time": "2020-02-29T22:10:10.248058Z" } }, "outputs": [], "source": [ "# We change the default level of the logger so that\n", "# we can see what's happening with caching.\n", "import logging\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "logger = logging.getLogger(\"py21cmfast\")\n", "logger.setLevel(logging.INFO)\n", "\n", "from tempfile import mkdtemp\n", "\n", "import py21cmfast as p21c\n", "\n", "# For plotting the cubes, we use the plotting submodule:\n", "from py21cmfast import plotting" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:11.059890Z", "start_time": "2020-02-29T22:10:11.056796Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Using 21cmFAST version 4.0.0b1.dev312+gb6f5204f.d20250728\n" ] } ], "source": [ "print(f' Using 21cmFAST version {p21c.__version__}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run a simulation using `run_coeval` and `generate_coeval`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Specifying input parameters is a topic covered in a [different tutorial](defining_input_params.html).\n", "Here, we want something small and fast:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "inputs = p21c.InputParameters.from_template(\n", " [\"simple\", 'small'], random_seed=1234\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The simplest (and typically most efficient) way to produce a coeval cube is simply to \n", "use the `run_coeval` method. This consistently performs all steps of the calculation, \n", "re-using any data that it can without re-computation or increased memory overhead." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First we make a temporary cache to store our fields, in larger runs 21cmFAST can store its outputs in an `OutputCache` to avoid unnecessary regeneration" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "cache = p21c.OutputCache(mkdtemp())" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f5d4089be46e4e7abebbbb63b29731c3", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a3211bda48244f749496b888b96b0b11",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "coevals = p21c.run_coeval(\n",
    "    inputs=inputs,\n",
    "    out_redshifts=[8, 9, 10],\n",
    "    cache=cache,\n",
    "    progressbar=True\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `generate_coeval` method is a generator, which can be called as follows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "coevals = []\n",
    "for coeval,in_outputs in p21c.generate_coeval(\n",
    "    inputs=inputs,\n",
    "    out_redshifts=[8, 9, 10],\n",
    "    cache=cache,\n",
    "):\n",
    "    if in_outputs:\n",
    "        coevals.append(coeval)\n",
    "        "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that this run was much faster, since we cached the outputs from the previous run, and they were simply loaded instead of re-calculated"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are a number of possible inputs for `generate/run_coeval`, which you can check out either in the [API reference](../reference/py21cmfast.html) or by calling `help(p21c.run_coeval)`. \n",
    "\n",
    "Notably, in our case here, the `out_redshifts` must be given: these are the redshifts\n",
    "at which we compute the coeval boxes. When the simulation requires evolution over \n",
    "cosmic history, coeval boxes will be computed at every node _as well as_ any \n",
    "`out_redshifts` specified. \n",
    "\n",
    "Since the function is a generator, it yields a `Coeval` box on each iteration. These\n",
    "boxes can be saved or post-processed before completing the next iteration, allowing\n",
    "arbitrarily flexible computations to be performed. The second returned values is a \n",
    "boolean which tells you whether you are at a requested output point in `out_redshifts`.\n",
    "\n",
    "We've also given a `cache` parameter: this specifies a directory in which the various\n",
    "component calculations of this simulation will be cached. By default, this will occur\n",
    "in the current directory, but here we are using a temporary directory for convenience.\n",
    "While by default all sub-components are written into the cache, this can be turned off\n",
    "altogether, or toggled per subcomponent. The main reason to use the cache is if you \n",
    "might want to re-use simulated component boxes in other simulations in the future.\n",
    "A prime example of this is the `InitialConditions`, for which a single simulation can\n",
    "be used for a multitude of astrophysical simulations with varying `AstroParams`. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The output on each iteration is, as we have mentioned, a `Coeval` object. This is a simple\n",
    "object that contains a number of 3D arrays of data, one for each of the component fields\n",
    "simulated. They can be accessed as attributes of the object:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10.0"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coevals[0].redshift"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A list of all simulated fields can be accessed:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['lowres_density',\n",
       " 'lowres_vx',\n",
       " 'lowres_vy',\n",
       " 'lowres_vz',\n",
       " 'hires_density',\n",
       " 'hires_vx',\n",
       " 'hires_vy',\n",
       " 'hires_vz',\n",
       " 'lowres_vx_2LPT',\n",
       " 'lowres_vy_2LPT',\n",
       " 'lowres_vz_2LPT',\n",
       " 'hires_vx_2LPT',\n",
       " 'hires_vy_2LPT',\n",
       " 'hires_vz_2LPT',\n",
       " 'lowres_vcb',\n",
       " 'density',\n",
       " 'velocity_z',\n",
       " 'velocity_x',\n",
       " 'velocity_y',\n",
       " 'neutral_fraction',\n",
       " 'ionisation_rate_G12',\n",
       " 'mean_free_path',\n",
       " 'z_reion',\n",
       " 'cumulative_recombinations',\n",
       " 'kinetic_temperature',\n",
       " 'unnormalised_nion',\n",
       " 'unnormalised_nion_mini',\n",
       " 'brightness_temp',\n",
       " 'tau_21',\n",
       " 'spin_temperature',\n",
       " 'xray_ionised_fraction',\n",
       " 'kinetic_temp_neutral',\n",
       " 'J_21_LW',\n",
       " 'halo_mass',\n",
       " 'halo_stars',\n",
       " 'halo_stars_mini',\n",
       " 'count',\n",
       " 'halo_sfr',\n",
       " 'halo_sfr_mini',\n",
       " 'halo_xray',\n",
       " 'n_ion',\n",
       " 'whalo_sfr']"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coevals[0].get_fields()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `Coeval` object also maintains a reference to the input parameters:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "cosmo_params: CosmoParams(SIGMA_8=0.8102, hlittle=0.6766, OMm=0.30964144154550644, OMb=0.04897468161869667, POWER_INDEX=0.9665, OMn=0.0, OMk=0.0, OMr=8.6e-05, OMtot=1.0, Y_He=0.24, wl=-1.0)\n",
       "simulation_options: SimulationOptions(HII_DIM=64, _BOX_LEN=None, _DIM=None, _HIRES_TO_LOWRES_FACTOR=None, _LOWRES_CELL_SIZE_MPC=None, NON_CUBIC_FACTOR=1.0, N_THREADS=1, SAMPLER_MIN_MASS=100000000.0, SAMPLER_BUFFER_FACTOR=2.0, N_COND_INTERP=200, N_PROB_INTERP=400, MIN_LOGPROB=-12.0, HALOMASS_CORRECTION=0.89, PARKINSON_G0=1.0, PARKINSON_y1=0.0, PARKINSON_y2=0.0, Z_HEAT_MAX=35.0, ZPRIME_STEP_FACTOR=1.1, INITIAL_REDSHIFT=300.0, DELTA_R_FACTOR=1.1, DENSITY_SMOOTH_RADIUS=0.2, DEXM_OPTIMIZE_MINMASS=100000000000.0, DEXM_R_OVERLAP=2.0, CORR_STAR=0.5, CORR_SFR=0.2, CORR_LX=0.2)\n",
       "matter_options: MatterOptions(HMF='ST', USE_RELATIVE_VELOCITIES=False, POWER_SPECTRUM='EH', PERTURB_ON_HIGH_RES=False, USE_INTERPOLATION_TABLES='hmf-interpolation', MINIMIZE_MEMORY=False, KEEP_3D_VELOCITIES=False, SAMPLE_METHOD='MASS-LIMITED', FILTER='spherical-tophat', HALO_FILTER='spherical-tophat', SMOOTH_EVOLVED_DENSITY_FIELD=False, DEXM_OPTIMIZE=False, PERTURB_ALGORITHM='2LPT', USE_FFTW_WISDOM=False, USE_HALO_FIELD=False, FIXED_HALO_GRIDS=False, HALO_STOCHASTICITY=False)\n",
       "astro_params: AstroParams(HII_EFF_FACTOR=30.0, F_STAR10=-1.3, ALPHA_STAR=0.5, F_STAR7_MINI=-2.8, ALPHA_STAR_MINI=0.5, F_ESC10=-1.0, ALPHA_ESC=-0.5, F_ESC7_MINI=-2.0, M_TURN=8.7, R_BUBBLE_MAX=32.0, R_BUBBLE_MIN=0.620350491, ION_Tvir_MIN=4.69897, L_X=40.5, L_X_MINI=40.5, NU_X_THRESH=500.0, X_RAY_SPEC_INDEX=1.0, X_RAY_Tvir_MIN=4.69897, F_H2_SHIELD=0.0, t_STAR=0.5, A_LW=2.0, BETA_LW=0.6, A_VCB=1.0, BETA_VCB=1.8, UPPER_STELLAR_TURNOVER_MASS=11.447, UPPER_STELLAR_TURNOVER_INDEX=-0.6, SIGMA_STAR=0.25, SIGMA_LX=0.5, SIGMA_SFR_LIM=0.19, SIGMA_SFR_INDEX=-0.12, T_RE=20000.0, FIXED_VAVG=25.86, POP2_ION=5000.0, POP3_ION=44021.0, PHOTONCONS_CALIBRATION_END=3.5, CLUMPING_FACTOR=2.0, ALPHA_UVB=5.0, R_MAX_TS=500.0, N_STEP_TS=40, MAX_DVDR=0.2, DELTA_R_HII_FACTOR=1.1, NU_X_BAND_MAX=2000.0, NU_X_MAX=10000.0)\n",
       "astro_options: AstroOptions(USE_MINI_HALOS=False, USE_CMB_HEATING=True, USE_LYA_HEATING=True, USE_MASS_DEPENDENT_ZETA=True, INHOMO_RECO=False, USE_TS_FLUCT=False, FIX_VCB_AVG=False, USE_EXP_FILTER=False, CELL_RECOMB=False, PHOTON_CONS_TYPE='no-photoncons', USE_UPPER_STELLAR_TURNOVER=False, M_MIN_in_Mass=True, HALO_SCALING_RELATIONS_MEDIAN=False, HII_FILTER='sharp-k', HEAT_FILTER='spherical-tophat', IONISE_ENTIRE_SPHERE=False, AVG_BELOW_SAMPLER=True, INTEGRATION_METHOD_ATOMIC='GAUSS-LEGENDRE', INTEGRATION_METHOD_MINI='GAUSS-LEGENDRE')"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "coevals[0].inputs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also save/load a Coeval object to disk:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-02-29T22:10:27.644169Z",
     "start_time": "2020-02-29T22:10:27.442997Z"
    }
   },
   "outputs": [],
   "source": [
    "coevals[0].save(cache.direc / \"coeval.h5\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that, if you are also using the cache (as we are), then saving the `Coeval` object\n",
    "creates redundant data on disk. The files created by `Coeval` are more convenient for \n",
    "saving, sharing and using in further post-processing, but are not easily used for \n",
    "caching purposes."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The file that we wrote can be easily read:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "coeval10 = p21c.Coeval.from_file(cache.direc / \"coeval.h5\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Some convenient plotting functions exist in the `plotting` module. These can work directly on `Coeval` objects, or any of the output structs (as we'll see further on in the tutorial). By default the `coeval_sliceplot` function will plot the `brightness_temp`, using the standard traditional colormap:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2020-02-29T22:10:29.863171Z",
     "start_time": "2020-02-29T22:10:28.657079Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(14, 4))\n", "for i, coeval in enumerate(coevals):\n", " plotting.coeval_sliceplot(coeval, ax=ax[i], fig=fig)\n", " plt.title(f\"z = {coeval.redshift}\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Any 3D field can be plotted, by setting the `kind` argument. For example, we could alternatively have plotted the dark matter density cubes perturbed to each redshift:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:30.842329Z", "start_time": "2020-02-29T22:10:29.864621Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 3, figsize=(14, 4))\n", "for i, coeval in enumerate(coevals):\n", " plotting.coeval_sliceplot(coeval, kind=\"density\", ax=ax[i], fig=fig)\n", " plt.title(f\"z = {coeval.redshift}\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To see more options for the plotting routines, see the [API Documentation](../reference/_autosummary/py21cmfast.plotting.html)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This brief example covers most of the basic usage of `21cmFAST` (at least with `Coeval` objects -- there are also `Lightcone` objects for which there is a separate tutorial). \n", "\n", "For the rest of the tutorial, we'll cover a more advanced usage, in which each step of the calculation is done independently." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Advanced Step-by-Step Usage" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Most users most of the time will want to use the high-level `run_coeval` function from the previous section. However, there are several independent steps when computing the brightness temperature field, and these can be performed one-by-one, adding any other effects between them if desired. In this section, we'll go through in more detail how to use the lower-level methods.\n", "\n", "Each step is performed by running a function which will return a single object. \n", "Every major function returns an object of the same fundamental class (an ``OutputStruct``) \n", "which has methods to share its underlying data with the backend C code, and maintain \n", "knowledge of the state of its memory.\n", "\n", "As we move through each step, we'll outline some extra details, hints and tips about using these inputs and outputs." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first thing to do is to set up the input parameters. Here, we'll use the same\n", "basic set of parameters as we used in `run_coeval`, but with a different random seed, \n", "which ensures that we compute all new boxes." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "new_inputs = inputs.clone(random_seed=42)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initial Conditions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first step is to get the initial conditions, which defines the *cosmological* density field before any redshift evolution is applied." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:41.882249Z", "start_time": "2020-02-29T22:10:31.202726Z" } }, "outputs": [], "source": [ "initial_conditions = p21c.compute_initial_conditions(\n", " inputs=new_inputs, cache=cache, write=True\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we said, all of these \"single field\" functions return objects of type `OutputStruct`.\n", "These objects have a few things in common. For example, they hold a reference to their\n", "input parameters:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "64" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "initial_conditions.inputs.simulation_options.HII_DIM" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "More importantly, once computed, they hold the simulated data. This data is held in \n", "special `Array` objects, and all the available simulated fields can be accessed through\n", "the `.arrays` attribute:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['lowres_density', 'lowres_vx', 'lowres_vy', 'lowres_vz', 'hires_density', 'lowres_vx_2LPT', 'lowres_vy_2LPT', 'lowres_vz_2LPT', 'hires_vx_2LPT', 'hires_vy_2LPT', 'hires_vz_2LPT'])" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "initial_conditions.arrays.keys()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we mentioned, the values of these attributes are _not_ numpy arrays, but custom\n", "`Array` objects. These have the ability to track their state: whether they initialized,\n", "computed, stored on disk, etc., and they also know how to share themselves with the \n", "C backend. While this is useful for the simulation, it is not that helpful to _you_ as \n", "a user. That's OK: these objects aren't really meant to be the primary way you interact\n", "with `21cmFAST` as a user. \n", "\n", "However, to get at the underlying numpy array, you can use the `.get()` method:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float32(0.00012248568)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "initial_conditions.get(\"lowres_density\").mean()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This has the handy feature that even if the array has been purged from memory but stored\n", "on disk, the `.get()` method will still return the array (it will read it from disk,\n", "and store it back on the object until you tell the object to purge it again).\n", "\n", "For example:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "initial_conditions.purge()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once purged, the array's state shows that it is not initialized or in memory, but it\n", "is stored on disk (because we passed `write=True` when computing it):" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ArrayState(initialized=False, c_memory=False, computed_in_mem=False, on_disk=True)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "initial_conditions.lowres_density.state" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, when we use `.get()`, the array is re-loaded:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float32(0.00012248568)" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "initial_conditions.get(\"lowres_density\").mean()" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ArrayState(initialized=True, c_memory=False, computed_in_mem=True, on_disk=True)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "initial_conditions.lowres_density.state" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `coeval_sliceplot` function also works on `OutputStruct` objects (as well as the `Coeval` object as we've already seen). It takes the object, and a specific field name. By default, the field it plots is the _first_ field in `arrays` (for any `OutputStruct`)." ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:43.078040Z", "start_time": "2020-02-29T22:10:42.845666Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.coeval_sliceplot(initial_conditions, \"hires_density\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Perturbed Field" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After obtaining the initial conditions, we need to *perturb* the field to a given redshift (i.e. the redshift we care about). This step clearly requires the results of the previous step, which we can easily just pass in. Let's do that:" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:43.461429Z", "start_time": "2020-02-29T22:10:43.079489Z" } }, "outputs": [], "source": [ "perturbed_field = p21c.perturb_field(\n", " redshift=8.0, initial_conditions=initial_conditions\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that we didn't need to pass in any input parameters, because they are all contained in the `initial_conditions` object itself. The random seed is also taken from this object.\n", "\n", "Again, the output is an `OutputStruct`, so we can view its fields:" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:43.467710Z", "start_time": "2020-02-29T22:10:43.464305Z" } }, "outputs": [ { "data": { "text/plain": [ "dict_keys(['density', 'velocity_z'])" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "perturbed_field.arrays.keys()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This time, it has only density and velocity (the velocity direction is chosen without loss of generality). Let's view the perturbed density field:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:43.658615Z", "start_time": "2020-02-29T22:10:43.469373Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.coeval_sliceplot(perturbed_field, \"density\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is clear here that the density used is the *low*-res density, but the overall structure of the field looks very similar." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Ionization Field" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we need to ionize the box. This is where things get a little more tricky. \n", "In the simplest case we are using in this tutorial, the ionization occurs at the \n", "*saturated limit*, which means we can safely ignore the contribution of the spin \n", "temperature fluctuations. \n", "This means we can directly calculate the ionization on the density/velocity fields that \n", "we already have." ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:44.909517Z", "start_time": "2020-02-29T22:10:43.659834Z" } }, "outputs": [], "source": [ "ionized_field = p21c.compute_ionization_field(\n", " initial_conditions=initial_conditions, perturbed_field=perturbed_field\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see the fieldnames:" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:44.914928Z", "start_time": "2020-02-29T22:10:44.911001Z" } }, "outputs": [ { "data": { "text/plain": [ "dict_keys(['neutral_fraction', 'ionisation_rate_G12', 'mean_free_path', 'z_reion', 'kinetic_temperature', 'unnormalised_nion'])" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ionized_field.arrays.keys()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot the neutral fraction:" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:45.120787Z", "start_time": "2020-02-29T22:10:44.916354Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.coeval_sliceplot(ionized_field, \"neutral_fraction\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Brightness Temperature" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can use what we have to get the brightness temperature:" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:45.153348Z", "start_time": "2020-02-29T22:10:45.122062Z" } }, "outputs": [], "source": [ "brightness_temp = p21c.brightness_temperature(\n", " ionized_box=ionized_field, perturbed_field=perturbed_field\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This has only a single field, ``brightness_temp``:" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "ExecuteTime": { "end_time": "2020-02-29T22:10:45.355868Z", "start_time": "2020-02-29T22:10:45.155043Z" } }, "outputs": [ { "data": { "image/png": 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JM2/evCKfv3XrFoKDg43aBwMbIiIisoiPP/4YX3zxheJzd+7cQZcuXfD3338btQ9HCBCJiIisztEvRQHAmjVrEBoainLlyuHVV1/Vtd+5cwfBwcG4du0a9u/fb9Q+HCaw8Z2iNnh6SunW96bKGFEiyn4S3oJfkAHkt9F2sj2U+M2VvDW/UmYIxJkkUmRvT6+UYSMqeyDKDBHtUymrRZQVJZstJGCSYyigeN7KZOIURaakQkmmlDEkeo9Fx1CUhSfKRpLJLBQdb5nSCaLPj9L47OTagsN84RbhzTffRFZWFnr16oVt27ahffv2upmazMxM7N+/X6+EUnHwOBMREZHFDBgwADdu3ED37t3x3XffISoqCleuXMH+/ftRtWpVo/tnYENERGQB/ML919ixY3Hjxg107NgRtWrVwr59+1CtWjWT9M3jTEREZAFcYwO8/vrrej+7uLigUqVKGD58uF77pk2bir0PBjZERERkEWq1Wu/nXr16mXwfDGyIiIgsgF+4ht+kzxg8zgYS1hYSZXuIMg8UMhX8tgkyVCSzGoS1mGRqGon2Kch28Jtmxmwxc9b0EWWSyLTLZvTIZLWI3jPRPkUZJoJ+FDPORH20E7SLMmOUPhOijBtRH6bIcpLMFLN5ovd+l6BddAxNkVkn+vsm85mQ/fzYAX7hWgaPMxERkQVwjY2+e/fu4dSpU7h69SoKCgr0nvvvPW5kMbAhIiIii9qxYwfeffddXL9eeIpXpVIhPz+/2H3byW2PiIiIbBtrRf1r6NCh6NmzJ9LT01FQUKD3MCaoARzrOBIREVkNv3D/lZmZiYiICHh7e5u8b87YEBERkUW9+eab2Ldvn1n6ZgBpKNEKflHmwXlBu0J2kaa0oCaSoPaTBn2U+45eI9ipAtHrEWU72BlRNpcw+03pfZbJNhP1ASifK6IMJdnzrYegXSkDRva9F2XQKWVFSXweihyLRLaUOeu7mZ3SMRS99h6CdtE5JMrklKnzZAqCz4/S+1YAIN28o7EILh7+18KFC9GzZ08cPHgQjRs3houL/tEZNmxYsftmYENERGQB/ML911dffYVdu3bB3d0d+/btg0r1b0CrUqkY2BAREVHJMX78eEyZMgWRkZFwcjLtqhgGNkRERBbAL9x/5eXl4a233jJ5UANw8TAREZFFuBjwcBRhYWHYsGGDWfpmAElEREQWlZ+fjzlz5mDnzp1o0qRJocXDMTExxe7boQMbDQQHbtz6wm0T31beVjZLRSkbRZCNoKkkyNAxBVFmhGztKzsjU/tKE22i90cm40rULnp/ROehElGtIFEfkrXMFElm55mzNpk1aHoKziGl2lqymXI9BO0y9dBEfcvWeVKqZ2XpLCwb4NBfuI85ffo0mjdvDgBISUnRe+6/C4mLg8eZiIjIAviF+6+9e/earW+usSEiIrIAR19jc+rUqULFLoty5swZPHjwQHo/DGyIiIjI7Jo3b46///7b4O0DAwORlia6BivGmTEiIiILcPQvXK1Wi4kTJ6J0acNuIZ6Xl1es/Tj0cfZDhMHbaj4VLB4W3Ryxnfx4CpFduCda5KnUj8ziZgCIErRLEC22LbG3vhf9Q0K0eFZmsa1okbBocfc6QbuIzDkhas/er9x+94XCbZKlE+xukbBoobnofVN6n0XvvejvxDJBu+gzrnTOic5D0T5Fn4nOhZvs7T02hEN/4QIICgpCamqqwdsHBgbCw8NDej+OfpyJiIjs3h9//IFp06Zhz549yMjIQNWqVdGnTx+MHz8erq6uuu1OnTqF8PBwHD16FJUrV8bQoUMxduxYk4zBXEUvH8fAhoiIyAKsuTj4/PnzKCgowOLFi1G7dm2kpKRg4MCBuHPnDv73v/8BAHJyctC5c2d06tQJcXFxOH36NPr3749y5crh/ffft+Lo5TCwISIisgBrfuF26dIFXbp00f0cEBCA1NRUxMbG6gKbtWvXIi8vDytWrICrqyuefvppnDhxAjExMSUqsGFWFBERkY3Izc1FTk6O3iM3N9cs+8rOzkaFChV0PyclJSEoKEjv0lRwcDBSU1Nx8+ZNs4zBHBjYEBERWUApAx7R0dFQq9V6j+joaJOP5eLFi/jss8/wwQcf6NoyMjLg7e2tt92jnzMyMkw+BnPhpShDDVBuNsXKfulb8yvdbh0QZzvIZN0I+N03QQaD7G3YbZ0oy+kdQbtMVoso60TUhyjrSLbkhxLRuZLta/g+BeemX6yDZMbIlDEQkfzMCs8VmexJEVHmn0RJFs1gQZakHZ8ThqyxGTduHCIi9DN23dzchNtHRkZi9uzZRfZ57tw51K//74dQo9GgS5cu6NmzJwYOHGjAqEoWBjZEREQ2ws3NrchA5nGjRo1C3759i9wmICBA9/9XrlzBiy++iDZt2mDJkiV62/n4+CAzM1Ov7dHPPj4+Bo9J1t27dw2+t40hGNgQERFZgDm+cCtXrozKlSsbtK1Go8GLL76Ili1bYuXKlXBy0l+NEhgYiPHjx+P+/fu6atvx8fGoV68eypcvb/KxA8CQIUOwatUq1K5dG9988w1iYmJw9epVdOzYEYMHDy5Wn1xjQ0REZAHWrBWl0WjQvn171KhRA//73/9w7do1ZGRk6K2deeedd+Dq6or33nsPZ86cwYYNG7BgwYJCl8ZM6ccff8T169cRGxuLdu3aoVq1anj33Xdx4MABTJw4sVh9csaGiIjIAqz5hRsfH4+LFy/i4sWLqFatmt5zWu3D9U5qtRq7du1CeHg4WrZsiUqVKiEqKsqsqd5qtRru7u4IDAyEWq3Gxx9/DAAICQlB69atMW3aNOk+GdgQERHZub59+z5xLQ4ANGnSBAcPHjT/gP6/a9euYcuWLWjatCnKlCmja3d2dtYFXLIY2BjIb64ZV+rLZguJ6rGI1l4pZaRIZC8A5q3zpAkT9L3axrMjZLOfRPXDZLJdROeKbF0xmUwsEXVd5Xalc0iURWNnNBMFf4hFn1mZwsX3bym3u5QVbC+o5SXMZlN4P0Xvm+hckTmXZbO87AC/cIHdu3ejY8eOUKke/n2PiIjADz/8gOjoaPz+++9o06YN6tWrh3r16klVAv8vHmciIiILsGZJBVsRHByM9PR0VKlSBQAwcuRIvecvXbqElJQUpKSkoG3btsXaBwMbIiIisognXV7y9/eHv78/XnnllWLvg4ENERGRBfAL1zKY7k1ERGQBhpRUcASxsbFISEgwW/0pRzmOREREZAMWLlyIKVOmQKVSoXr16mjRooXew9i7HDOwsQWy2Siy2QRKmTGibAdRloYgu0YxW0o2c6cEZMwo1rUR1ewSHcPOJhiIqM6PKBNLROkcEtUaE71vMll4MrWpTESYoWSKO7eLjrfovRfVFbt/wfB9ugiy0ESvR5T9JMpmkzknZGtfSWThKf5NuZcDTFELOi85uHj4oTNnzuDBgwc4fvw4jh07hmPHjmHp0qW4fPkyVCoVfHx8oNFoit0/AxsiIiIL4BcudGneVatWRdWqVRESEqJ77u+//0ZycjJOnDhh1D54nImIiMgiisqKqlixIjp37ozOnY2b3mZgQ0REZAH8wgV27NgBtdq8lxV5nImIiCyAa2xg9GyMIRwmsEnvlQ24eum1ydyyX/OiYPpM9B6JFkuKFuMpkVmcKdu3aPGjbHkHmT5E7YLF0KLFn37TzFdqQVQ6QnHsosXDspTOFdH5I1qcKlpQLrPwV/Y2+TILSwXbChf4iohev9L5LDrHZc99pbHLLoQX/Z3YJVjI+5tC+QTRQuNsQd8iovdTJilBdgG20rGVWVCeJ7k/G+UwX7hFiImJQYsWLdC+fXvcvXsXsbGxSE9PR6NGjfDaa6+ZZDaH97EhIiIii4iJiUG5cuUAAL169cLChQuxe/dufPjhh6hatSpWr15t9D4YQBIREVkAv3AfVvP29vbGH3/8gbp16+K7774DANy9exeLFy/G4MGD4ePjg+Dg4GLvg8eZiIjIArjGBqhQoQJu3ryJpKQkDB06VNdeunRpjBw5EqVKlcL06dONCmx4KYqIiIgsokOHDhg7dixiYmKQnV14gVjXrl1x+vRpo/bBwIaIiMgCWCvq4RqbUqVKoUaNGti7dy82b96M/Px83fNbt25FxYoVjdqHIxzHhyoCcNNv0oQJMjKUbn/eTnJ/oowRpUwa2VvZy5ZDUOpflBki6lsmC0L2FvyS/WhCCr9vftuUM6U0voL3eIAJxiLKIhFl14iyqJSyQ0Tvj2yGkgzZMgEy561smQ0R0fmpdFxE4xa9D6KxtJDY1lTlRO6WLdyWLthWSPALpigpIToPRcdciUzW2gOJfm2Y43zhinl7e2PLli0AgPz8fAwfPhz9+/dH3bp1cefOHZw7dw7Tp083ah88zkRERGRxzs7OWLhwIQYMGIBNmzbh5s2biIyMRJ8+fYzql4ENERGRBXDxsLJmzZqhWbNmJuuPgQ0REZEF8AvXMrh4mIiIiOwGA0giIiIL4BeuZTjOcf4bgOtjbaKsDqVMBVEmgSjDQtSulDUgqiMjGp9sRpNSpoZs1o0pslpMUYcK4gwoxW3TBdtOU24W1opSInp/RDVwRK9f6b2QPVai99MUGTCivkXnuMznR5ZMHTLRtrKZf6LXr0T0+ZHpQzQWtUKmVFGUMquKGovMeaiUKVZUu1I/ovdB6by6DyBZsH0JwjU2luE4gQ0REZEV8QvXMqy+xkaj0aBPnz6oWLEiPDw80LhxY/zyyy+657VaLaKiouDr6wsPDw906tQJv/76qxVHTERERObi5OSEDh06IDm5eNN0Vg1sbt68ibZt28LFxQU//vgjzp49i7lz56J8+fK6bebMmYNPP/0UcXFxOHz4MMqUKYPg4GDcu3fPiiMnIiKSwzsPG2bFihUICgpCeHh4sX7fqsdx9uzZqF69OlauXKlr8/f31/2/VqvF/PnzMWHCBHTv3h0A8MUXX+juXPj2229bfMxERETF4WT1ayQlQ9++fQEAkydPLtbvW/Uwf//992jVqhV69uyJKlWqoHnz5li6dKnu+UuXLiEjIwOdOnXStanVarRu3RpJSUmKfebm5iInJ0fvQURERLbl4MGD6NOnDwIDA6HRaAAAa9asQWKiUl0jw1l1xub3339HbGwsIiIi8PHHH+Po0aMYNmwYXF1dERYWhoyMDAAPa0v8l7e3t+65x0VHR2PKlCmFn6gLwP2xNlFdE6XsAFG2wy5Bu0xWi2gcogwD2YwmpXbZ7A1RBoMS0euRzIzxizU8+8lkRO+nUuaa6PWI6oqJsqWUjrnoGMpkBQHi91mGTDYXIFe3aougvYfkPmWyjmRrsyn1LZvlZIqMQFNlScrU2xKdP8uUm/1+M/4zq5mokJmYa3S3tsHZ2gOwHd9++y1CQ0PRu3dvHD9+HLm5D9/k7OxszJw5E9u3by9231adsSkoKECLFi0wc+ZMNG/eHO+//z4GDhyIuLi4Yvc5btw4ZGdn6x6XL1824YiJiIiKydmAhwXk5uaiWbNmUKlUOHHihN5zp06dwvPPPw93d3dUr14dc+bMMcsYpk+fjri4OCxduhQuLv8mwrdt2xbHjonuJWEYqwY2vr6+aNiwoV5bgwYNkJb28J+rPj4+AIDMzEy9bTIzM3XPPc7NzQ1eXl56DyIiInpo7NixqFq1aqH2nJwcdO7cGTVr1kRycjI++eQTTJ48GUuWLDH5GFJTUxEUFFSoXa1WIysry6i+rRrYtG3bFqmpqXptFy5cQM2aNQE8XEjs4+ODhIQE3fM5OTk4fPgwAgMDLTpWIiIio9jAjM2PP/6IXbt24X//+1+h59auXYu8vDysWLECTz/9NN5++20MGzYMMTExJh+Hj48PLl68WKg9MTERAQEBRvVt1cBm5MiROHToEGbOnImLFy9i3bp1WLJkiS7FS6VSYcSIEZg+fTq+//57nD59Gu+++y6qVq2KHj16WHPoREREcgwIbJQSYB6tPzFWZmYmBg4ciDVr1qB06cKLypKSkhAUFARX139v0x8cHIzU1FTcvHnTJGN4ZODAgRg+fDgOHz4MlUqFK1euYO3atRg9ejQGDx5sVN9WDWyeeeYZbN68GV999RUaNWqEadOmYf78+ejdu7dum7Fjx2Lo0KF4//338cwzz+D27dvYsWMH3N0fXwlMRERkwwwIbKKjo6FWq/Ue0dHRRu9aq9Wib9++GDRoEFq1aqW4TUZGhmKyzqPnTCkyMhLvvPMOOnbsiNu3byMoKAgDBgzABx98gKFDhxrVt0FZUZ9++ql0x/369UPZsk+ubdKtWzd069ZN+LxKpcLUqVMxdepU6TH8l+8UtcFRnKa1wqp8UeZB9gXldpe6Bu4N8lknpqi7I5stIxrLOoW2Ycqb+o2zQpaTqchktchkVgHK74WoD9F7L5PpAsi9HtE+ZdpNlCknlblkzvpUpupb1I/S+yZbm0z2nFBoN+dnVvOUoC6b0jFxoPu/jBs3DhEREXptbm5uwu0jIyMxe/bsIvs8d+4cdu3ahVu3bmHcuHEmGaexVCoVxo8fjzFjxuDixYu4ffs2GjZsCE9PT6P7NiiwGTFiBKpVqwZnZ8MuAF6+fBndunUzKLAhIiJyCAZ8hbq5uRUZyDxu1KhRuhvaiQQEBGDPnj1ISkoq1HerVq3Qu3dvrF69Gj4+PorJOgCECTvFcf/+fXTp0gVxcXGoU6dOoSQiYxl8H5tffvkFVapUMWhbBjRERESPMcOd4ypXrozKlSs/cbtPP/0U06dP1/185coVBAcHY8OGDWjdujUAIDAwEOPHj8f9+/d1Kdjx8fGoV6+eXqkjY7m4uODUqVMm6+9xBk3wTZo0SWp66OOPP0aFChWKPSgiIiIynRo1aqBRo0a6R926D5dLPPXUU6hWrRoA4J133oGrqyvee+89nDlzBhs2bMCCBQsKXRozhT59+mD58uUm7xcwMH6cNGmSVKe2cg2PiIjIZtj4nYfVajV27dqF8PBwtGzZEpUqVUJUVBTef/99k+/rwYMHWLFiBXbv3o2WLVuiTJkyes8bk2Ku0mq1ghVcyi5duoQHDx6gTp06eu2//vorXFxcUKtWrWIPxhxycnKgVqvhC+PWn2kGCw5T7C3Bb4junOhbuEktWGgsKqkgWvwnWiyotBhPtOBQtJhRtHBRaVGoYBwlYfGwJlrwPpuiRIbo/VFa+Cq7IFSWzIJY2UXsSmOUXawuu6Be6XiJ+hCdy6Ltld5PmbIRoj4AuXIIovdedK7IUupf8DorCD7LHiYayuMKAKTj4e32S/RNV2sa8DfwT6mv5BLrxRdfFD6nUqmwZ8+eYvctfcWvb9++6N+/f6HA5vDhw1i2bBn27dtX7MEQERGR/du7d6/Z+paexDh+/Djatm1bqP25554rVHOCiIiI/j8buPOwI5CesVGpVLh1q/Dll+zsbOTn55tkUERERHaHgYvOk+5NFxUVVey+pQOboKAgREdH46uvvtLd1yY/Px/R0dFo165dsQdCREREjmHz5s16P9+/fx+XLl1CqVKl8NRTT1k2sJk9ezaCgoJQr149PP/88wCAgwcPIicnx6jFPkRERHaNMzY6x48fL9SWk5ODvn374rXXXjOqb+msKODhjX0WLlyIkydPwsPDA02aNMGQIUNs8t41j7KiMCkbcH9sNb1MpoIoC2KZoD1dUGpBKSvqKcENDWUzL0SZJ0qvR/TaRX3IZGgJMj385paArChR9ptSxowoS2XaWOX26DnK7Vsk+pbNXDJFWQ5RtpDMLftF55XseWiKc1w07kSJvkWfTdmsNdH7Y4o+ZMs+KB1b2fNQQCYjUjEz8V4OMEVd8rOinjbgOJxxjKwokdOnT+OVV17BH3/8Uew+inUfxKpVq2LmzJnF3ikREZHD4YzNE2VnZyM7O9uoPooV2Ny8eRPLly/HuXPnAAANGzZEv379bHLGhoiIiGzL48W1tVot0tPTsWbNGnTt2tWovqUDmwMHDuCVV16BWq3WlT7/9NNPMXXqVPzwww8ICgoyakBERER2iTM2OvPmzdP72cnJCZUrV0ZYWJjR1QukA5vw8HC89dZbiI2N1cuK+vDDDxEeHo7Tp08bNSAiIiK7xMBGZ9++fahevTqcnPRvp6fVanH58mWjimlL36Dv4sWLGDVqlC6oAQBnZ2dERETg4sWLxR4IEREROYaAgABcv1545fuNGzfg7+9vVN/SMzYtWrTAuXPnUK9ePb32c+fOoWnTpkYNxuJkMi9EWQDCPgT1n2RqwMhkgBS1vdLYZWv3SCgR2U8TBZkHMlk6gnPCD58o7/OuICtKKetItlaSTJ0jQO48lK0fpkCUFaNpLXgfOgs6ks10kiHTh2wmkkytNQBQuiWY7Hsv+3dFaeyi8cmMm/7FGRsdUUL27du34e7ublTf0oHNsGHDMHz4cFy8eBHPPfccAODQoUNYtGgRZs2ahVOnTum2bdKkiVGDIyIishsMbBAREQHgYRWDqKgolC79b0Sdn5+Pw4cPo1mzZkbtQzqw6dWrFwBg7NjC9+ro1asXVCoVtFotVCoVSywQERGRzqMb82m1Wpw+fRqurq6651xdXdG0aVOMHj3aqH1IBzaXLl0yaodEREQOqVg3WLEvj6p69+vXDwsWLDDLDRelD3PNmjVNPggiIiK7x0tROitXrjRb3wYHNgcOHDBoO97HhoiIiAxx9uxZpKWlIS8vT6/91VdfLXafBgc27du3h0r1MLNBtJrZptfV/AOg4LE2mUwSUa0k2XpOStvL1nSRzQAxRbaH6FiVVKLXI3ovzPn6lfYpmxUlIjo/ldpls+1E28+dV6hJ86Jk9pOITDafKHNH9Fk+JmiXOeaiz5qoD9H7I1P7StQumy2l0O4XK8hmC5OoqQZB/SfR+JTacwXbljScsdH5/fff8dprr+H06dO6tbkAdHGGMbGEwfexKV++PKpXr46JEyfi119/xc2bNws9bty4UeyBEBER2TVnAx4OYvjw4fD398fVq1dRunRpnDlzBgcOHECrVq2wb98+o/o2OLBJT0/H7NmzkZSUhMaNG+O9997Dzz//DC8vL6jVat2DiIiIFDCw0UlKSsLUqVNRqVIlODk5wcnJCe3atUN0dDSGDRtmVN8GBzaurq546623sHPnTpw/fx5NmjTBkCFDUL16dYwfPx4PHjwwaiBERETkGPLz83VlEypVqoQrV64AeJiglJqaalTf0iUVAKBGjRqIiorC7t27UbduXcyaNQs5OTlGDYSIiMiuccZGp1GjRjh58iQAoHXr1pgzZw5++uknTJ06FQEBAUb1LZ3unZubi2+//RYrVqxAUlISQkJCsG3bNlSoUMGogZhdEgq/WpmFi7IL8US3259m2+UGhKUGRIs2FY6LsA+ZxYIQL1yUoekp+XpEizwlFpBqBgv2KSJTUkF2cbOo/bxCm2gRqui1Cz4/KkQUatPuFazYbfeCcrvsgnqFMfptFCx8rS94f5SOiYhofKJjJVqwLGKK90c0RlH7ssJNmhDBsZJNmpAZh5Ji/RPcBjlQ4PIkEyZMwN27D/9ATZ06Fd26dcPzzz+PihUrYsOGDUb1bXBgc+TIEaxcuRLr169HrVq10K9fP3z99de2H9AQERGRzbh//z7mzJmDuLg4AEDt2rVx/vx53LhxA+XLl9dlRhWXwYHNc889hxo1amDYsGFo2bIlACAxMbHQdsbknhMREdktztgAAFxcXPTqSj5iqokSqUtRaWlpmDZtmvB5m76PDRERkTUxsNHp06cPli9fjlmzZpm8b4MDm4KCx+9uR0RERCTvwYMHWLFiBXbv3o2WLVuiTJkyes/HxMQUu2+W5CIiIrIEztjopKSkoEWLh6vqL1y4oPecRdbYfP/99+jatStcXFwM6nT79u148cUX4eHhYdTgTKopALfH2mQzTyS2tfnsp1GCbAfZrBuljAzZ4yrIUFK8DbuIKGNE5hb8sv2LXqfsPpUyZkSvR5ZMOQDZMg6Cdq3SuSWTcVTUPkUUjrnwtv+i81Am00fUh2y5ExGlschmvonOQ1H7OxLbypIpSbJFoc1eVjgwsNF5VOXbHAxKonvttdeQlZVlcKdvv/020tPTizsmIiIiomIxaMZGq9Wib9++cHN7fMpD2b1794waFBERkd2xgRmbbdu2YerUqTh16hTc3d3xwgsvYMuWLbrn09LSMHjwYOzduxeenp4ICwtDdHQ0SpUy/cqVgwcPYvHixfjtt9/wzTffwM/PD2vWrIG/vz/atWtX7H4NGmlYWJhUp71794aXl1exBkRERGSXrLyq9dtvv8XAgQMxc+ZMdOjQAQ8ePEBKSoru+fz8fISEhMDHxwc///wz0tPT8e6778LFxQUzZ840+VhCQ0PRu3dvHD9+HLm5D0u4Z2dnY+bMmdi+fXux+zboMK9cubLYOyAiIiJYdcbmwYMHGD58OD755BO89957uvaGDRvq/n/Xrl04e/Ysdu/eDW9vbzRr1gzTpk3DRx99hMmTJ8PV1dVk45k+fTri4uLw7rvvYv369br2tm3bYvr06Ub1bS83qiYiIirxcnNzkZOTo/d4NJthjGPHjkGj0cDJyQnNmzeHr68vunbtqjdjk5SUhMaNG8Pb21vXFhwcjJycHJw5c8boMfxXamoqgoKCCrWr1WqpNb1KHCfduzQKZ0XtKmLbxwkyJkxRz8jcFLOLZLIUiqJ0rESZIeasfySbjWKiDCBFokwSmWwc0euRHZ9MvSDZ+kyi7ad1KtzWeLfytqLL6KL3R5QtZorzUDQWpX2KjrfseSWi1I9sH7L1rJS2Fx1v2fNT6TOxRXlT79OF/6YWALgm6LpEMWDGJjo6GlOmTNFrmzRpEiZPnmzUrn///XcAwOTJkxETE4NatWph7ty5aN++PS5cuIAKFSogIyNDL6gBoPs5IyPDqP0/zsfHBxcvXkStWrX02hMTE40ugskZGyIiIkswoLr3uHHjkJ2drfcYN26csMvIyEioVKoiH+fPn9fdZHf8+PF444030LJlS6xcuRIqlQobN2409ysvZODAgRg+fDgOHz4MlUqFK1euYO3atRg9ejQGDx5sVN+OM2NDRERk49zc3AzOQAaAUaNGoW/fvkVuExAQoLsFy3/X1Li5uSEgIABpaQ+n5nx8fHDkyBG9383MzNQ9Z0qRkZEoKChAx44dcffuXQQFBcHNzQ2jR4/G0KFDjerbJIFNVlYWypUrZ4quiIiI7JMZFg9XrlwZlStXfuJ2LVu2hJubG1JTU3Wp1Pfv38cff/yBmjVrAgACAwMxY8YMXL16FVWqVAEAxMfHw8vLSy8gMgWVSoXx48djzJgxuHjxIm7fvo2GDRvC09PT6L6lL0XNnj0bGzZs0P38f//3f6hYsSL8/Pxw8uRJowdERERklwy4FGUuXl5eGDRoECZNmoRdu3YhNTVVd8mnZ8+eAIDOnTujYcOGCA0NxcmTJ7Fz505MmDAB4eHhUrNIMlxdXdGgQQM888wzJglqgGIENnFxcahevTqAh5FcfHw8fvzxR3Tt2hVjxowxyaCIiIjItD755BO8/fbbCA0NxTPPPIM///wTe/bsQfny5QEAzs7O2Lp1K5ydnREYGIg+ffrg3XffxdSpU80ynuXLl6NRo0Zwd3eHu7s7GjVqhGXLlhndr0qr1UoU5AE8PDxw4cIFVK9eHcOHD8e9e/ewePFiXLhwAa1bt8bNmzeNHpQp5eTkQK1WA+9lA66P3TRQkMHgt9q2M52kaiiJmKq2klJmmSi7xFR1Z2TIZmJtEbQrHS/R65SpOSRL9vXIZMaI3h/JGkV+cy3/+dEMlvhMiDJ3lGp2AXIZhKaotSZqF31mReeb6P00Rf0w0bEa97Rye5hCqrBMJmNuDjBHjezs7JJ989cxBnw2PjHB3/cSICoqCjExMRg6dCgCAwMBPEw3X7hwIUaOHGlUMCW9xqZ8+fK4fPkyqlevjh07duhupKPVapGfby+VyoiIiEzMBkoq2IrY2FgsXboUvXr10rW9+uqraNKkCYYOHWrZwOb111/HO++8gzp16uDvv/9G165dAQDHjx9H7dq1iz0QIiIicgz3799Hq1atCrW3bNkSDx48MKpv6TU28+bNw5AhQ9CwYUPEx8frFvukp6fjww8/NGowREREdsuKi4dtTWhoKGJjYwu1L1myBL179zaqb+kZGxcXF4wePbpQ+8iRI40aCBERkV1zoMDFEMuXL8euXbvw3HPPAQAOHz6MtLQ0vPvuu4iIiNBtFxMTI9WvQYHN999/j65du8LFxQXff/99kdu++uqrUgMgIiJyCAxsdFJSUtCixcNV6L/99hsAoFKlSqhUqZJe/SqVSj4ZwaDApkePHsjIyECVKlXQo0cP4XYqlcpmFxD7LlfbT/0ImXosIrJ1gUQZGYcV6gJ1FtQFkiXI+vP7rfCJrhklyCSQzfSRObay9YxE28u8b6I+ZGtlKe1znfKmfgq1e2yOKc79YxJ9m6o2mehcMXQcRY1FNlNOieS57Iezyk8oZJpqJgo+s0rjs5s/3vTI3r17zda3QYHNoxoTj/8/ERERGYgzNnru3buHU6dO4erVq3qxhUqlwiuvvFLsfk1aK+ru3bsoXVp2KoCIiMgBMLDR2bFjB0JDQ/H3338Xes7Yqz/SE3wdO3aERqMp1H748GE0a9as2AMhIiIixzB06FD83//9H9LT01FQUKD3MHZJi3Rg4+7ujiZNmujqRRUUFGDy5Ml4/vnn8fLLLxs1GCIiIrtVyoCHg8jMzERERAS8vb1N3rf0Ydy2bRsWLVqE/v3747vvvsMff/yBP//8E1u3bkXnzp1NPkBSIFpEeF7QrrTQT3Yhq+i27dEKC4VFC3AFVyn9xsktTr2h1Ch67bLlDUQLMc25eFhpe9G4ZW7vX8T2ftNKwIJgCUqvR7g4NVGyc6XzVrLMhFTfgPJ5KHuVX/YzoXQemqIsg4jE34MCAOkm2KXV8VKUzptvvol9+/bhqaeeMnnfxYoPw8PD8ddff2H27NkoVaoU9u3bhzZt2ph6bERERGSHFi5ciJ49e+LgwYNo3LgxXFxc9J4fNmxYsfuWDmxu3ryJAQMGICEhAYsXL8b+/fvRuXNnzJkzh3ceJiIiEuGMjc5XX32FXbt2wd3dHfv27dO7X41KpbJsYNOoUSP4+/vj+PHj8Pf3x8CBA7FhwwZ8+OGH2LZtG7Zt21bswRAREdktBjY648ePx5QpUxAZGQknJ9PeqEi6t0GDBuHAgQPw9/fXtb311ls4efIk8vLyTDo4IiIisj95eXl46623TB7UAMUIbCZOnKg4kGrVqiE+Pt4kgyIiIrI7LIKpExYWpsuuNrViJ5fdvXsXaWlphWZpmjRpYvSg6AlEGQmibByl7U2VYaGUNSFze/tiqKDQpmkh2Ykoe0WUMSJzvGTfHyWyWWuC8XlJZpzZFdljKFOyQHQ+mGqfSp+31fMUN/VDhGK7OWnCBBlnEmSzIe2CAwUuT5Kfn485c+Zg586daNKkSaHFw7KFL/9LOrC5du0a+vXrhx9//FHxeVutFUVERGRVDGx0Tp8+jebNmwOAXtFLoHiFL/9LOrAZMWIEsrKycPjwYbRv3x6bN29GZmYmpk+fjrlz5xo1GCIiIrJ/Vi+C+V979uzBd999h1atWsHJyQk1a9bESy+9BC8vL0RHRyMkJMQc4yQiIirZOGNjEdKLh+/cuYMqVaoAAMqXL49r164BABo3boxjx44VeyCzZs2CSqXCiBEjdG337t1DeHg4KlasCE9PT7zxxhvIzMws9j6IiIishouH9Rw8eBB9+vRBYGCgrgblmjVrkJgoe3twfdKBTb169ZCamgoAaNq0KRYvXgyNRoO4uDj4+voWaxBHjx7F4sWLCy08HjlyJH744Qds3LgR+/fvx5UrV/D6668Xax9ERERkG7799lsEBwfDw8MDx48fR25uLgAgOzsbM2fONKpv6UtRw4cPR3r6w6odkyZNQpcuXbB27Vq4urpi1apV0gO4ffs2evfujaVLl2L69Om69uzsbCxfvhzr1q1Dhw4dAAArV65EgwYNcOjQITz33HPS+7Ibshk9Mtk4spQygASZHmbNgpDNUhFlLslmtciMRaZulWh8olpWAmXlNrcvsu+xaHul9170HovOE9FnUKru2wDBxpbPivJbrfxZ1kQrZ0s5ZAaUEgebkSnK9OnTERcXh3fffRfr16/Xtbdt21YvFigO6cCmT58+uv9v2bIl/vzzT5w/fx41atRApUryeb7h4eEICQlBp06d9F5McnIy7t+/j06dOuna6tevjxo1aiApKUkY2OTm5uoiPwDIycmRHhMREZHJmf5edCVWamoqgoKCCrWr1WpkZWUZ1bdRh/mnn36Cs7MzWrRoUaygZv369Th27Biio6MLPZeRkQFXV1eUK1dOr93b2xsZGRnCPqOjo6FWq3WP6tWrS4+LiIiIzMfHxwcXL14s1J6YmIiAgACj+jYqsOnatatuwY+sy5cvY/jw4Vi7di3c3d2NGYaecePGITs7W/e4fPmyyfomIiIqNicDHg5i4MCBGD58OA4fPgyVSoUrV65g7dq1GD16NAYPHmxU38W+8zAAaLXFv/tkcnIyrl69ihYt/r1lbH5+Pg4cOICFCxdi586dyMvLQ1ZWlt6sTWZmJnx8fIT9urm5wc3NrdjjIiIiMgsuNdKJjIxEQUEBOnbsiLt37yIoKAhubm4YPXo0hg4dalTfVosPO3bsiNOnT+PEiRO6R6tWrdC7d2/d/7u4uCAhIUH3O6mpqUhLS0NgYKC1hk1ERETFNHXqVNy9excqlQrjx4/HjRs3kJKSgkOHDuHatWuYNm2a0fswasZm8eLF8Pb2Ltbvli1bFo0aNdJrK1OmDCpWrKhrf++99xAREYEKFSrAy8sLQ4cORWBgoMNkRGlaS86IiTJmlNpFmSGidplaSaI+rGGXoL2dZD9KS8hEWTSidlFWlFIGjCiLRlATy9GzThRrF8nWQxO9bzK31BB9BmUy4gCgR+Emv8Nekp1YnqOfh0/kQJeaRKZMmYJBgwahdOmHH1BXV1c0bNjQpPuQPsxhYWE4cOAAAOCdd95BmTJlTDqg/5o3bx66deuGN954A0FBQfDx8cGmTZvMtj8iIiKz4Robo5awGEr6MGZnZ6NTp06oU6cOZs6cWezFw0r27duH+fPn6352d3fHokWLcOPGDdy5cwebNm0qcn0NERGRzVIZ8DCjCxcuoHv37qhUqRK8vLzQrl27QjWb0tLSEBISgtKlS6NKlSoYM2YMHjx4YNJxGFvk8kmkA5stW7ZAo9Fg8ODB2LBhA2rVqoWuXbvim2++wf37980xRiIiIjJSt27d8ODBA+zZswfJyclo2rQpunXrpruFSn5+PkJCQpCXl4eff/4Zq1evxqpVqxAVFWXScdStWxcVKlQo8mGMYq2xqVy5MiIiIhAREYFjx45h5cqVCA0NhaenJ/r06YMPP/wQderUMWpgREREdsWKl5quX7+OX3/9FcuXL9eVL5o1axY+//xzpKSkwMfHB7t27cLZs2exe/dueHt7o1mzZpg2bRo++ugjTJ48Ga6uriYZy5QpU6BWq03SlxKjFg+np6cjPj4e8fHxcHZ2xssvv4zTp0+jYcOGmDNnDkaOHGmqcTom+XseKlNazCtbOuBTib6HPXFEliNaECpihXIQmp7GL3wV3cpe+db8UH7fBMfKb6/tLAjVDBa8TqXF1qIFu6JjK7vYWInocyXzPgDCReJUwhkQ2Dx+93zANLcxqVixIurVq4cvvvgCLVq0gJubGxYvXowqVaqgZcuWAICkpCQ0btxYLykoODgYgwcPxpkzZ9C8eXOjxvDI22+/rSumbQ7S8eP9+/fx7bffolu3bqhZsyY2btyIESNG4MqVK1i9ejV2796Nr7/+GlOnTjXHeImIiOzW43fPV6vVinfnl6VSqbB7924cP34cZcuWhbu7O2JiYrBjxw6UL18ewMM7/j+e6fzo56Lu+C87DnOTnrHx9fVFQUEBevXqhSNHjqBZs2aFtnnxxRcLlUIgIiJyaAZ8p48bNw4REfqFTYuarYmMjMTs2bOL7PPcuXOoV68ewsPDUaVKFRw8eBAeHh5YtmwZXnnlFRw9ehS+vr4GvQRjWSIrSjqwmTdvHnr27FlkGYRy5crh0qVLRg2MiIjIrhhwjUT2stOoUaPQt2/fIrcJCAjAnj17sHXrVty8eRNeXg/vifT5558jPj4eq1evRmRkJHx8fHDkyBG9383MzAQAk2UkFxQUmKSfokgHNqGhoeYYBxEREUmqXLkyKleu/MTt7t59uKDLyUk/unJyctIFG4GBgZgxYwauXr2qWwMTHx8PLy8vk99Ez5wc4HZARERENsCKN+gLDAxE+fLlERYWhpMnT+LChQsYM2YMLl26hJCQEABA586d0bBhQ4SGhuLkyZPYuXMnJkyYgPDw8BJVg9GorCgyL79tls9GUczQAYB3BL+glEkim4lkCqKsE1GWlygDxgrlIPw2Gv4+a9oJ3h/ZTB+l96izYNu9gnYzUiyRAMiVDRGdh6Y4J0TniWifohIZEp8VUeYbyxiUIFZ8qypVqoQdO3Zg/Pjx6NChA+7fv4+nn34a3333HZo2bQoAcHZ2xtatWzF48GAEBgaiTJkyCAsLK3HJQAxsiIiIHECrVq2wc+fOIrepWbMmtm/fbqERmQcvRREREVkCa0Xp/PPPP7p1PwDw559/Yv78+di1S1S52HAOdBiJiIisiIGNTvfu3fHFF18AALKystC6dWvMnTsX3bt3R2xsrFF9O9BhJCIisiIrF8G0JceOHcPzzz8PAPjmm2/g7e2NP//8E1988QU+/VR0q3vDMLAhIiIii7p79y7Kli0LANi1axdef/11ODk54bnnnsOff/5pVN9cPEz6RPV1jgnaJerraEYJsjrmmuCfKaJxi7JXBOO29QwTr2nK48uZKMgiEmUAibJ0FIgy5WSyuaTJ1m1SyoqTyaCS3ads5p8J6lDZ+rlJBuBUgk7t2rWxZcsWvPbaa9i5c6eutuTVq1d1NxAsLh5mIiIiS+AaG52oqCiMHj0atWrVQuvWrREYGAjg4eyNscU2OWNDREREFvXmm2+iXbt2SE9P191HBwA6duyI1157zai+GdgQERFZAq8m6vzzzz/w8vLS1aD6888/sXnzZjRo0ADPPvusUX070MQXERGRFfFSlI4o3btHjx5M9yYiIqKSxZzp3rwU5aBEGUpYJ9mRUoaJKOtEkEkiHIsoo0kp00ciy6fIvm1cWVG7IFtKM1hwbNtJ7FSQ0aPxFWRLpZtgvl2UzSWyel7htokjFTf1Ex0rjFHeHp8U3laUhdZCuVkWM6DsFKcSdMyZ7s3DTEREZAm8QZ/Oo3Tvy5cvY+fOnejc+WEVXqZ7ExERUYnDdG8iIqKSjlMJOkz3JiIiKukY2Ojx8fHRpXs/YmyqN8DDTEREZBlM99Zz8OBB9OnTB4GBgdBoNACANWvWIDEx0ah+OWNjAzTRguwSE2VGKGbGiGrdiLI6ZDKUZOviiLaXyVxSqhUEiLN/TFC7pyTwixVkACnVf5KtoTRAuVlTWpAxpEQ2m02mRpPgnBB93oTGFc6KEmVWEZFhvv32W4SGhqJ37944fvw4cnNzAQDZ2dmYOXMmtm/fXuy+HSw+JCIishJmRelMnz4dcXFxWLp0KVxcXHTtbdu2xbFjoqrLhuGMDRERkSVwKkEnNTUVQUFBhdrVajWysrKM6puHmYiIiCzKx8cHFy9eLNSemJiIgIAAo/pmYENERGQJXDysM3DgQAwfPhyHDx+GSqXClStXsHbtWowePRqDBw82qm9eirIwxUWbom1lFzmKFlYqLdCsL9hWdlGtUt+iRb+yi1NlSjPIvHZAOEZRCQLRIlxzEZaZkC01IHovlI6X6LK26NiKxqL0foq2FY1PtBhc1I9S+QTZhcmy2xPJcqA1NE8SGRmJgoICdOzYEXfv3kVQUBDc3NwwevRoDB061Ki+GdgQERGRRalUKowfPx5jxozBxYsXcfv2bTRs2BCenp5G983AhoiIyBIc6FKTIRISEpCQkICrV6+ioKBA77kVK1YUu18GNkRERJbAwEZnypQpmDp1Klq1agVfX1+oVKa7TsfAhoiIiCwqLi4Oq1atQmhoqMn7ZmBDRERkCVw8rJOXl4c2bdqYpW8GNpamlO0hU64AkM8ukil7IMqMEZVakBmHqH2LoL2zRD+yWTeiDBjRbfhDFLKUBMfEJLfbN0WZCVmy5Sckj6EiUXaeqG9RhpbSPmXLgzhImQ2yIl6K0hkwYADWrVuHiRMnmrxvBjZERESWwMBG5969e1iyZAl2796NJk2a6JVVAICYmJhi983AhoiIiCzq1KlTaNasGQAgJSVF7zljFxIzsCEiIrIEK6+xmTFjBrZt24YTJ07A1dVVsSZTWloaBg8ejL1798LT0xNhYWGIjo5GqVL/hgv79u1DREQEzpw5g+rVq2PChAno27ev1Fj27t1r5KsR48QYERGRJVi5pEJeXh569uwpLFmQn5+PkJAQ5OXl4eeff8bq1auxatUqREVF6ba5dOkSQkJC8OKLL+LEiRMYMWIEBgwYgJ07d0qNJS0tDVqt8h3W09KMuw04Z2yIiIgcwJQpUwAAq1atUnx+165dOHv2LHbv3g1vb280a9YM06ZNw0cffYTJkyfD1dUVcXFx8Pf3x9y5cwEADRo0QGJiIubNm4fg4GCDx+Lv74/09HRUqVJFr/3vv/+Gv78/8vPzi/ciwcDG8pQCUVGmhyhjRJQBJJtFJbNPmXpBshk9PSS3V+pfpq5UUX3LtAv+UaGZKKjzNO2WYrMfvAq3CTKrhPXDZDOUlDLOZI+VqG+ZrCjZc1kmc0myxpVJstmIimLAjExubi5yc3P12tzc3ODm5mamQf0rKSkJjRs3hre3t64tODgYgwcPxpkzZ9C8eXMkJSWhU6dOer8XHByMESNGSO1Lq9UqrqW5ffs23N3dizX+RxjYEBERWYIBsXN0dLRuZuWRSZMmYfLkyeYZ039kZGToBTUAdD9nZGQUuU1OTg7++ecfeHh4FLmPiIgIAA8XCE+cOBGlS//7r5X8/HwcPnxYt6i4uBjYEBER2Yhx48bpvvwfKWq2JjIyErNnzy6yz3PnzqF+fdF0vGUdP34cwMMZm9OnT8PV1VX3nKurK5o2bYrRo0cbtQ8GNkRERJZgwKUo2ctOo0aNemJGUkBAgEF9+fj44MiRI3ptmZmZuuce/fdR23+38fLyeuJsDfBvNlS/fv2wYMECeHkVvhRvLAY2RERElmCGrKfKlSujcuXKJukrMDAQM2bMwNWrV3WLeuPj4+Hl5YWGDRvqttm+fbve78XHxyMwMFBqXytXrjTJmJUwsCEiInIAaWlpuHHjBtLS0pCfn48TJ04AAGrXrg1PT0907twZDRs2RGhoKObMmYOMjAxMmDAB4eHhulmkQYMGYeHChRg7diz69++PPXv24Ouvv8a2bdukx5OQkICEhARcvXoVBQUFes+tWLGi2K+TgY2ZaHwF2StKRJkeokuisjVtlLJDZGsrSWaYmKQPUaaP0vayGT2y2V9KRNk/gj6Usp9MRnQMRfWSlMaYKNhWtt6WzDkh24dM30S2xsqJd1FRUVi9erXu5+bNmwN4eHmoffv2cHZ2xtatWzF48GAEBgaiTJkyCAsLw9SpU3W/4+/vj23btmHkyJFYsGABqlWrhmXLlkmlegMPU8+nTp2KVq1awdfX1+i7Df+XSiu6Q46dyMnJgVqthi8sezdCkwQ2oiKQsqmwMoGN6IvdFOne5gxsREGGbIFRmcBGsm+/bcZ/cIXp3rLp60rMGdiI0vFlAxhTBDaC89NvHNO9bVUBgHQA2dnZZlmTYTHXDDjHKtv1V7KOr68v5syZg9DQUJP3zRkbIiIiS+C9/nXy8vLQpk0bs/TNw0xEREQWNWDAAKxbt84sfXPGhoiIyBIc/Grnf+/PU1BQgCVLlmD37t1o0qQJXFxc9LaNiYkp9n4Y2BAREVmCg18jeXRzvkce3WE4JSXFpPthYGMuMlk3osW2souEZRfKyvQts0/ZBZ6yWV4y9bbMSbQgVvDea7blKLYrZUsJFwnLkln4K7sAWeZ9k1nEDMi/nxL10LhImMg6Ht2cz9wY2BAREVmCg8/Y/NfjZSMeUalUcHd3R+3atdG9e3dUqFBBum8GNkRERJbAyUKd48eP49ixY8jPz0e9evUAABcuXICzszPq16+Pzz//HKNGjUJiYqLurseGYvxIREREFtW9e3d06tQJV65cQXJyMpKTk/HXX3/hpZdeQq9evaDRaBAUFISRI0dK983AhoiIyBKcDHg4iE8++QTTpk3Tu+GiWq3G5MmTMWfOHJQuXRpRUVFITk6W7puXosxF5lb2sgt2jwnaTVGVXrRP0eJMpUWhooWfEgs8hX0D4jveKhEtZBYdQ9EYZRc4K4kuq9isuauwUHiX5DhkS2QotZti4XhR2ysx1QJ5Y7clsgQHClyeJDs7G1evXi10menatWvIyXmYaFGuXDnk5eVJ983DTERERBbVvXt39O/fH5s3b8Zff/2Fv/76C5s3b8Z7772HHj16AACOHDmCunXrSvfNGRsiIiJL4FSCzuLFizFy5Ei8/fbbePDgAQCgVKlSCAsLw7x58wAA9evXx7Jly6T7ZmBDRERkCcyK0vH09MTSpUsxb948/P777wCAgIAAeHp66rZ5dAM/WQxsiIiILIEzNoV4enqiSZMmJu2TgQ0RERGZXUREBKZNm4YyZcoIb9D3SImtFRUdHY1Nmzbh/Pnz8PDwQJs2bTB79mzdzXoA4N69exg1ahTWr1+P3NxcBAcH4/PPP4e3t7cVR24AUbaHTLmBcesVm/3QS7FdM1hwG37ZbCQlokwn2fIJSkTZK6J9ymT0iF677OtRapfNlJLJ8pIdnyhTTNSPUrsok082204mU06WxPnmN43z/mRjHHzG5vjx47h//77u/0VUKuM+u1YNbPbv34/w8HA888wzePDgAT7++GN07twZZ8+eRZkyZQAAI0eOxLZt27Bx40ao1WoMGTIEr7/+On766SdrDp2IiEiOg8fa/60VZc66UVYNbHbs2KH386pVq1ClShUkJycjKCgI2dnZWL58OdatW4cOHToAAFauXIkGDRrg0KFDeO6556wxbCIiIiqm+/fvo0uXLoiLi0OdOnVM3r9NTYxlZ2cDgK7oVXJyMu7fv49OnTrptqlfvz5q1KiBpKQkxT5yc3ORk5Oj9yAiIrI6lfOTHw7AxcUFp06dMlv/NhPYFBQUYMSIEWjbti0aNWoEAMjIyICrqyvKlSunt623tzcyMjIU+4mOjoZardY9qlevbu6hExERGaCUAQ/H0KdPHyxfvtwsfdvMUQwPD0dKSgoSExON6mfcuHF6q61zcnIY3BAREdmQBw8eYMWKFdi9ezdatmypW1f7SInNinpkyJAh2Lp1Kw4cOIBq1arp2n18fJCXl4esrCy9WZvMzEz4+Pgo9uXm5gY3NzdzD9kyer6t3L5ROSvKL1Z5ZZomWpAtpUSUvSLKujFntpApiMYtW4tIqR9Rho5sJpaobpUSmdpPRe1ThmwNKZl9SvbNTCcq2VysPQCbkZKSghYtHqZiXrhwQe+5Ep0VpdVqMXToUGzevBn79u2Dv7+/3vMtW7aEi4sLEhIS8MYbbwAAUlNTkZaWhsDAQGsMmYiIqJgY2Dxit1lR4eHhWLduHb777juULVtWt25GrVbDw8MDarUa7733HiIiIlChQgV4eXlh6NChCAwMZEYUERFRCfX333+jYsWKAIDLly9j6dKluHfvHl555RU8//zzRvVt1cAmNjYWANC+fXu99pUrV6Jv374AgHnz5sHJyQlvvPGG3g36iIiIShbO2Jw+fRqvvPIKLl++jDp16mD9+vXo0qUL7ty5AycnJ8TExOCbb77RVfguDqtmRWm1WsXHo6AGANzd3bFo0SLcuHEDd+7cwaZNm4Tra4iIiGwXs6LGjh2Lxo0b48CBA2jfvj26deuGkJAQZGdn4+bNm/jggw8wa9Yso/Zh/0eRiIjIJnDG5ujRo9izZw+aNGmCpk2bYsmSJfjwww/h5PRwnmXo0KFGLzVhYGNpStkroswdQY0ezSjlLCe/ucoryf3GFW4X1pWKvaDcLlK/buE22Ywj2ewipf5laiIVRfReKBHVUJLNFpKpfSUic6wA5bHL9iEikyknyn5SOGeJqOS7ceOG7qqLp6cnypQpg/Lly+ueL1++PG7dumXUPhjYEBERWQRnbIDC6dzGpnc/joENERGRRTCwAYC+ffvq7jd37949DBo0SHeDvtzcXKP7Z2BDREREFhEWFqb3c58+fQpt8+677xq1DwY2REREFmHdr9wZM2Zg27ZtOHHiBFxdXZGVlaX3/MmTJzFr1iwkJibi+vXrqFWrFgYNGoThw4frbbdv3z5ERETgzJkzqF69OiZMmKCXzVyUlStXmujViDGwsTSZxamSCy41LwoWBO/db/g+oxUWAwPihb8yC0vXCdp/CxWMZY1y+3mFNpmFuUVtb40SBKJFyEpEC61F7bILtpWIzlnRYmMlguMqKgNCZJ+seykqLy8PPXv2RGBgoGIByuTkZFSpUgVffvklqlevjp9//hnvv/8+nJ2dMWTIEADApUuXEBISgkGDBmHt2rVISEjAgAED4Ovri+DgYEu/JEUMbIiIiGxEbm5uoXUmpqqBOGXKFADAqlWrFJ/v37+/3s8BAQFISkrCpk2bdIFNXFwc/P39MXfuXABAgwYNkJiYiHnz5tlMYGPVG/QRERE5DpcnPqKjo6FWq/Ue0dHRVhtxdnY2KlSooPs5KSkJnTp10tsmODgYSUlJlh6aEGdsiIiILOLJl6LGjRuHiIgIvTZTzNYUx88//4wNGzZg27ZturaMjAx4e3vrbeft7Y2cnBz8888/8PDwsPQwC+GMDRERkY1wc3ODl5eX3qOowCYyMhIqlarIx/nzSgsTi5aSkoLu3btj0qRJ6Ny5szEvyeI4Y0NERGQRpl88PGrUqCdmJAUEBEj1efbsWXTs2BHvv/8+JkyYoPecj48PMjMz9doyMzPh5eVlE7M1AAMbszHFLeFFpROEREF1ixcKt8lm0YiyhWRun/+OqG9B9lOUYPtIpT4E24oyd0SZPjLtsplYomOudLxEfYjaReOWGYuoD9G4TZFBRuRQTP+VW7lyZVSuXNlk/Z05cwYdOnRAWFgYZsyYUej5wMBAbN++Xa8tPj4egYGBJhuDsRjYEBERWYR1073T0tJw48YNpKWlIT8/HydOnAAA1K5dG56enkhJSUGHDh0QHByMiIgIZGRkAACcnZ11wdOgQYOwcOFCjB07Fv3798eePXvw9ddf663DsTYGNkRERA4gKioKq1ev1v3cvHlzAMDevXvRvn17fPPNN7h27Rq+/PJLfPnll7rtatasiT/++AMA4O/vj23btmHkyJFYsGABqlWrhmXLltlMqjcAqLRareT1jpIlJycHarUavih5K6WlL0XJXDKwxqUo2b6XCdqVLkUdE2xrzktRIu0kx6L0+k1xQ8Si+mmh0CZ7KcoE4+AN+sgQBQDS8TD12MvLy9rDMUIPA7bZYuYx2D/O2BAREVkEi2BaQkmbxCAiIiIS4qWoEkgzWPCWiS51KF0GMGdGj4jsZRTRGE2xT9GlKxHRcVGidJmnqD6Uxij7/siMD5C7hChql7k8J8lvNS9R0b/s51JULwO2+crso7B3vBRFRERkEbwUZQn2MolBRERExBkbIiIiy+CMjSUwsCEiIrIIBjaWwEtRREREZDc4Y1MCiW5qJsyWkqlzZIrsJ1Pc0K2ofpQygBIF24pulldf0C5zc0HZrCDZGxQqEY1P9oaLMllRsnWolNolzytNtOBcFu1TKctNlJ0m2Kcp6rsRFY1fuZbAo0xERGQRvBRlCQxsiIiILIKBjSVwjQ0RERHZDc7YEBERWQRnbCyBgQ0REZFF8CvXEniU7YgoW0qJpqcg6+S84BdEmTtKmSeiLBpRH6IaV6IsnWn7CzX5ob3ytnsFfUhSzNKRHbeI0nERZRHJZj+JKI1R9L7J7lOpH1EfMvXNALnzUETQhyirUOZzRUTWx8CGiIjIIngpyhIY2BAREVkEAxtLYFYUERER2Q3O2BAREVkEZ2wsgYGNg/LbKCjLIFpULFoQK1r8aey2gHCRp3ChsBkp3W5fM1FwrEREx1CpXfZYyfQNKB9b0YJd0YJy2fIOho6jKKLjotSPqUpEEJkMv3ItgZeiiIiIyG4wfCQiIrIIXoqyBAY2REREFsHAxhIY2BAREVkEAxtL4BobIiIishucsSE9omwpc1IsVwDAb66d3cpelKVTX2JbUeaOKco4iLKFRJTGDShnRYmyn2TKMoj6FrXLlqWQzdAiksYZG0tgYENERGQR/Mq1BF6KIiIiIrvB8JGIiMgieCnKEhjYEBERWQQDG0vgpSgiIiIHMGPGDLRp0walS5dGuXLlitz277//RrVq1aBSqZCVlaX33L59+9CiRQu4ubmhdu3aWLVqldnGXBycsSGrU6rDVBL4TTPNuDWjFLLCpj2tvPGoM8rtnwo6z66g3D7xRuE22cyqY4L2Fgptokwk2fpMorpVSjWkZOubCdo19Qu/P6Z678nRWHfGJi8vDz179kRgYCCWL19e5LbvvfcemjRpAo1Go9d+6dIlhISEYNCgQVi7di0SEhIwYMAA+Pr6Ijg42JzDNxgDGyIiIot48ldubm4ucnNz9drc3Nzg5uZm9N6nTJkCAE+cYYmNjUVWVhaioqLw448/6j0XFxcHf39/zJ07FwDQoEEDJCYmYt68eTYT2PBSFBERkY2Ijo6GWq3We0RHR1ts/2fPnsXUqVPxxRdfwMmpcIiQlJSETp066bUFBwcjKSnJUkN8Is7YEBERWcSTL0WNGzcOERERem2mmK0xRG5uLnr16oVPPvkENWrUwO+//15om4yMDHh7e+u1eXt7IycnB//88w88PDwsMtaicMaGiIjIIlye+HBzc4OXl5feo6jAJjIyEiqVqsjH+fOixWn6xo0bhwYNGqBPnz7GvlCr4owNERGRRZh+8fCoUaPQt2/fIrcJCAgwqK89e/bg9OnT+OabbwAAWu3DhfOVKlXC+PHjMWXKFPj4+CAzM1Pv9zIzM+Hl5WUTszUAAxsi61PKGBJlP4myi0SZPvUVsp9kxgHIZy4p9SPqI1Gyb5kaWqLaT6LXKepbtoZWCSWq2aZIsmZZSc18LAkqV66MypUrm6Svb7/9Fv/884/u56NHj6J///44ePAgnnrqKQBAYGAgtm/frvd78fHxCAwMNMkYTIGBDRERkUVY9ys3LS0NN27cQFpaGvLz83HixAkAQO3ateHp6akLXh65fv3hvw4aNGigu+/NoEGDsHDhQowdOxb9+/fHnj178PXXX2Pbtm2WfClFYmBDRERkEda9j01UVBRWr16t+7l58+YAgL1796J9+/YG9eHv749t27Zh5MiRWLBgAapVq4Zly5bZTKo3wMCGiIjIIaxatUrqLsHt27fXrbN5vP348eMmHJlpMbAhIiKyCNaKsgSHCWzS38sGXL30GyUWEXLxG5mL0rklXMgpWrTZQ9AuWviqVA5B1LdSiQQAqC9oVyJayCsan+izKdqnUv+yi35Ffcsuni6hpM5DB19oXXwMbCyB97EhIiIiu+EwMzZERETWxa9cS+BRJiIisgheirIEXooiIiIiu8EZGyIiIovgjI0lOE5gs3wgAFf9tpA1ytu2M/toiIokysLThAmyVETZKDIZPbKlBmTKG4jGIZuJJBqjElOVVJDZp70R1U6UyU6TpIFSAcY8AF8b37nVMbCxBMcJbIiIiKyKX7mWUCLW2CxatAi1atWCu7s7WrdujSNHjlh7SERERGSDbD6w2bBhAyIiIjBp0iQcO3YMTZs2RXBwMK5evWrtoREREUlwMeBBxrL5wCYmJgYDBw5Ev3790LBhQ8TFxaF06dJYsWKFtYdGREQkgYGNJdj0Bb+8vDwkJydj3LhxujYnJyd06tQJSUlJir+Tm5uL3Nxc3c/Z2dn////uF974fo7yju8VbiowdNBE5pQnOGcfCLYXtStR+IgAAHIF7aJ/FiltL+pbdtx5gnal/mX7UPjci7Z3mL8HovNNdKwE77Pc8VJ6gx52rFSQkehxNh3YXL9+Hfn5+fD29tZr9/b2xvnzysv1o6OjMWXKFIVnNhdu2iVYZb+rcFP6E8ZKZBFfqS2/T4XPg9Ukm6CPg8Z34TB/D0x0vskdL3H2061bt6BWW+EzQCWKTQc2xTFu3DhERETofs7KykLNmjWRlpbGD4SBcnJyUL16dVy+fBleXl5P/gXiMSsGHjN5jnrMtFotbt26hapVq1p7KFQC2HRgU6lSJTg7OyMzM1OvPTMzEz4+Poq/4+bmBjc3t0LtarXaof4QmIKXlxePmSQeM3k8ZvIc8ZjxH6ZkKJtePOzq6oqWLVsiISFB11ZQUICEhAQEBgZacWRERERki2x6xgYAIiIiEBYWhlatWuHZZ5/F/PnzcefOHfTr18/aQyMiIiIbY/OBzVtvvYVr164hKioKGRkZaNasGXbs2FFoQbGIm5sbJk2apHh5ipTxmMnjMZPHYyaPx4zoyVRa5s8RERGRnbDpNTZEREREMhjYEBERkd1gYENERER2g4ENERER2Q27DmwWLVqEWrVqwd3dHa1bt8aRI0esPSSbER0djWeeeQZly5ZFlSpV0KNHD6Smpuptc+/ePYSHh6NixYrw9PTEG2+8UehmiY5s1qxZUKlUGDFihK6Nx6wwjUaDPn36oGLFivDw8EDjxo3xyy+/6J7XarWIioqCr68vPDw80KlTJ/z6669WHLF15efnY+LEifD394eHhweeeuopTJs2Ta9OEo8ZURG0dmr9+vVaV1dX7YoVK7RnzpzRDhw4UFuuXDltZmamtYdmE4KDg7UrV67UpqSkaE+cOKF9+eWXtTVq1NDevn1bt82gQYO01atX1yYkJGh/+eUX7XPPPadt06aNFUdtO44cOaKtVauWtkmTJtrhw4fr2nnM9N24cUNbs2ZNbd++fbWHDx/W/v7779qdO3dqL168qNtm1qxZWrVard2yZYv25MmT2ldffVXr7++v/eeff6w4cuuZMWOGtmLFitqtW7dqL126pN24caPW09NTu2DBAt02PGZEYnYb2Dz77LPa8PBw3c/5+fnaqlWraqOjo604Ktt19epVLQDt/v37tVqtVpuVlaV1cXHRbty4UbfNuXPntAC0SUlJ1hqmTbh165a2Tp062vj4eO0LL7ygC2x4zAr76KOPtO3atRM+X1BQoPXx8dF+8sknurasrCytm5ub9quvvrLEEG1OSEiItn///nptr7/+urZ3795arZbHjOhJ7PJSVF5eHpKTk9GpUyddm5OTEzp16oSkpCQrjsx2ZWdnAwAqVKgAAEhOTsb9+/f1jmH9+vVRo0YNhz+G4eHhCAkJ0Ts2AI+Zku+//x6tWrVCz549UaVKFTRv3hxLly7VPX/p0iVkZGToHTO1Wo3WrVs77DFr06YNEhIScOHCBQDAyZMnkZiYiK5duwLgMSN6Epu/83BxXL9+Hfn5+YXuTuzt7Y3z589baVS2q6CgACNGjEDbtm3RqFEjAEBGRgZcXV1Rrlw5vW29vb2RkZFhhVHahvXr1+PYsWM4evRooed4zAr7/fffERsbi4iICHz88cc4evQohg0bBldXV4SFhemOi9Jn1VGPWWRkJHJyclC/fn04OzsjPz8fM2bMQO/evQGAx4zoCewysCE54eHhSElJQWJiorWHYtMuX76M4cOHIz4+Hu7u7tYeTolQUFCAVq1aYebMmQCA5s2bIyUlBXFxcQgLC7Py6GzT119/jbVr12LdunV4+umnceLECYwYMQJVq1blMSMygF1eiqpUqRKcnZ0LZaNkZmbCx8fHSqOyTUOGDMHWrVuxd+9eVKtWTdfu4+ODvLw8ZGVl6W3vyMcwOTkZV69eRYsWLVCqVCmUKlUK+/fvx6effopSpUrB29ubx+wxvr6+aNiwoV5bgwYNkJaWBgC648LP6r/GjBmDyMhIvP3222jcuDFCQ0MxcuRIREdHA+AxI3oSuwxsXF1d0bJlSyQkJOjaCgoKkJCQgMDAQCuOzHZotVoMGTIEmzdvxp49e+Dv76/3fMuWLeHi4qJ3DFNTU5GWluawx7Bjx444ffo0Tpw4oXu0atUKvXv31v0/j5m+tm3bFrqNwIULF1CzZk0AgL+/P3x8fPSOWU5ODg4fPuywx+zu3btwctL/0+zs7IyCggIAPGZET2Tt1cvmsn79eq2bm5t21apV2rNnz2rff/99bbly5bQZGRnWHppNGDx4sFatVmv37dunTU9P1z3u3r2r22bQoEHaGjVqaPfs2aP95ZdftIGBgdrAwEArjtr2/DcrSqvlMXvckSNHtKVKldLOmDFD++uvv2rXrl2rLV26tPbLL7/UbTNr1ixtuXLltN9995321KlT2u7duzt06nJYWJjWz89Pl+69adMmbaVKlbRjx47VbcNjRiRmt4GNVqvVfvbZZ9oaNWpoXV1dtc8++6z20KFD1h6SzQCg+Fi5cqVum3/++Uf74YcfasuXL68tXbq09rXXXtOmp6dbb9A26PHAhsessB9++EHbqFEjrZubm7Z+/fraJUuW6D1fUFCgnThxotbb21vr5uam7dixozY1NdVKo7W+nJwc7fDhw7U1atTQuru7awMCArTjx4/X5ubm6rbhMSMSU2m1/7mdJREREVEJZpdrbIiIiMgxMbAhIiIiu8HAhoiIiOwGAxsiIiKyGwxsiIiIyG4wsCEiIiK7wcCGiIiI7AYDGyIiIrIbDGyIbFD79u0xYsSIYv3uqlWroFKpoFKpit2HKezbt083jh49elhtHETkWBjYENmgTZs2Ydq0acX+fS8vL6Snp+v10b59e6hUKsyaNavQ9iEhIVCpVJg8eXKx9/m4Nm3aID09Hf/3f/9nsj6JiJ6EgQ2RDapQoQLKli1b7N9XqVTw8fEp1Ef16tWxatUqvTaNRoOEhAT4+voWe39KXF1d4ePjAw8PD5P2S0RUFAY2RALXrl2Dj48PZs6cqWv7+eef4erqioSEBOHvHT16FC+99BIqVaoEtVqNF154AceOHdM9v2/fPri6uuLgwYO6tjlz5qBKlSrIzMwEUPhS1Oeff446derA3d0d3t7eePPNN4v1mrp164br16/jp59+0rWtXr0anTt3RpUqVfS2rVWrFqZNm4ZevXqhTJky8PPzw6JFi/S2ycrKwgcffABvb2+4u7ujUaNG2Lp1a7HGRkRkCgxsiAQqV66MFStWYPLkyfjll19w69YthIaGYsiQIejYsaPw927duoWwsDAkJibi0KFDqFOnDl5++WXcunULwL9BS2hoKLKzs3H8+HFMnDgRy5Ytg7e3d6H+fvnlFwwbNgxTp05FamoqduzYgaCgoGK9JldXV/Tu3RsrV67Uta1atQr9+/dX3P6TTz5B06ZNcfz4cURGRmL48OGIj48HABQUFKBr16746aef8OWXX+Ls2bOYNWsWnJ2dizU2IiJTKGXtARDZspdffhkDBw5E79690apVK5QpUwbR0dFF/k6HDh30fl6yZAnKlSuH/fv3o1u3bgCA6dOnIz4+Hu+//z5SUlIQFhaGV199VbG/tLQ0lClTBt26dUPZsmVRs2ZNNG/evNivqX///nj++eexYMECJCcnIzs7G926dVNcX9O2bVtERkYCAOrWrYuffvoJ8+bNw0svvYTdu3fjyJEjOHfuHOrWrQsACAgIKPa4iIhMgTM2RE/wv//9Dw8ePMDGjRuxdu1auLm5AXgYcHh6euoejy5ZZWZmYuDAgahTpw7UajW8vLxw+/ZtpKWl6fp0dXXF2rVr8e233+LevXuYN2+ecP8vvfQSatasiYCAAISGhmL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