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    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/nrao/astrohack/blob/v1.0.2/docs/cassegrain_ray_tracing_tutorial.ipynb)"
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   "metadata": {},
   "source": [
    "![astrohack](astrohack_logo.png)"
   ]
  },
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   "source": [
    "# Cassegrain Ray Tracing tutorial\n",
    "This tutorial was created to clarify the usage of the Cassegrain ray tracing tools.\n",
    "These tools were created as a proof of concept of using ray tracing to simulate phase effects caused by small optical misalignments in holography apertures.\n",
    "On previous holography experiments, e.g. VLA holographies, these phase effects were fitted out of apertures by using a phase model derived by Ruze (1969), this model assumes that the path length perturbations are small and hence only the first-degree terms are used.\n",
    "This type of \"phase fitting\" is very powerful, however it relies on the misalignments being small and on the fact of the VLA using a modified version of the Cassegrain optical design.\n",
    "For the case of the ngVLA this is no longer the case and both reflectors used shaped optics, and thus it is very hard to estimate phase effects on the aperture analytically.\n",
    "Hence the need for a Ray tracing model of the ngVLA.\n",
    "\n",
    "The toy model presented here is a proof of concept, that can be checked against the phase fitting algorithm already present in astrohack."
   ]
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     "text": [
      "AstroHACK version 1.0.2 already installed.\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "\n",
    "try:\n",
    "    import astrohack\n",
    "\n",
    "    print(\"AstroHACK version\", astrohack.__version__, \"already installed.\")\n",
    "except ImportError as e:\n",
    "    print(e)\n",
    "    print(\"Installing AstroHACK\")\n",
    "\n",
    "    os.system(\"pip install astrohack\")\n",
    "\n",
    "    import astrohack\n",
    "\n",
    "    print(\"astrohack version\", astrohack.__version__, \" installed.\")"
   ]
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  {
   "cell_type": "markdown",
   "id": "2a404254-1e8c-4c22-8ce4-fa278d677601",
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   "source": [
    "## Setting up\n",
    "In this step we create the variables containing the names of the files to be created, as well as the folder to contain the plots and ray tracing file."
   ]
  },
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    "# Setting up file names and a folder to contain data\n",
    "datafolder = \"vla-rt-data\"\n",
    "os.makedirs(datafolder, exist_ok=True)\n",
    "vla_rt_filename = datafolder + \"/VLA-rt.zarr\"\n",
    "plot_base_names = datafolder + \"/vla-rt\""
   ]
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   "source": [
    "## Initiate Telescope parameters\n",
    "To run the ray tracing pipeline, we need a set of parameters to describe the optics of the telescope to be simulated.\n",
    "The expected format for these parameters is a dictionary, the function below creates such a dictionary.\n",
    "Below we fill the parameters of this function with the appropriate values for the VLA, according to EVLA memo 211.\n"
   ]
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      "\n",
      "primary_diameter     = 25.0\n",
      "secondary_diameter   = 2.5146\n",
      "focal_length         = 9.0\n",
      "z_intercept          = 3.14\n",
      "foci_half_distance   = 3.662\n",
      "inner_radius         = 2.0\n",
      "horn_diameter        = 0.2\n",
      "horn_position        = [0, 0, 1.6760000000000002]\n",
      "horn_orientation     = [0, 0, 1]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "from astrohack import create_ray_tracing_telescope_parameter_dict\n",
    "\n",
    "vla_pars = create_ray_tracing_telescope_parameter_dict(\n",
    "    primary_diameter=25,  # 25 meters for the VLA\n",
    "    secondary_diameter=2.5146,  # VLA's Secondary diameter\n",
    "    focal_length=9.0,  # VLA's focal length\n",
    "    z_intercept=3.140,  # Distance between the z intercept of the secondary and the point between the 2 foci\n",
    "    foci_half_distance=3.662,  # Half distance between the 2 foci\n",
    "    inner_radius=2.0,  # Inner blockage\n",
    "    horn_diameter=0.2,  # Horn diameter\n",
    "    length_unit=\"m\",  # Unit for the dimensions given\n",
    ")\n",
    "\n",
    "print()\n",
    "for key, item in vla_pars.items():\n",
    "    print(f\"{key:20s} = {item}\")\n",
    "print()"
   ]
  },
  {
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   "source": [
    "## Run Ray tracing pipeline\n",
    "In the step below we ran the actual ray tracing pipeline.\n",
    "By default, no perturbations are introduced, the user is encouraged to play with the parameters to see the effects they create on the phase image plotted on the next step.\n",
    "Note that to first order a X Y displacement of the secondary reflector is equivalent to a pointing offset, a pointing offset is usually used to compensate for such displacements of the secondary, such as the ones caused by gravitational torques. Such is the case in reference pointing."
   ]
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    {
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     "output_type": "stream",
     "text": [
      "CPU times: user 1.34 s, sys: 119 ms, total: 1.46 s\n",
      "Wall time: 1.37 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "from astrohack import cassegrain_ray_tracing_pipeline\n",
    "\n",
    "rt_xds = cassegrain_ray_tracing_pipeline(\n",
    "    output_xds_filename=vla_rt_filename,  # Name of the output XDS file\n",
    "    telescope_parameters=vla_pars,  # Using previously defined dictionary with VLA parameters\n",
    "    grid_size=28,  # Big enough to fit the primary of the VLA with some spare\n",
    "    grid_resolution=0.1,  # Fine-grained enough for most holographies\n",
    "    grid_unit=\"m\",  # Unit for grid parameters\n",
    "    x_pointing_offset=0,  # Pointing offset in the X direction\n",
    "    y_pointing_offset=0,  # Pointing offset in the Y direction\n",
    "    pointing_offset_unit=\"asec\",  # Unit for pointing offset\n",
    "    x_focus_offset=0,  # Secondary displacement in the X direction\n",
    "    y_focus_offset=0,  # Secondary displacement in the Y direction\n",
    "    z_focus_offset=0,  # Secondary displacement in the Z direction (regular focus offset)\n",
    "    focus_offset_unit=\"mm\",  # Unit for secondary displacements\n",
    "    phase_offset=0,  # Simple additive offset for phases\n",
    "    phase_unit=\"deg\",  # Unit for phase offset\n",
    "    observing_wavelength=1,  # Wavelength for the simulations\n",
    "    wavelength_unit=\"cm\",  # Unit for the wavelength\n",
    "    overwrite=True,  # Overwrite RT file on disk\n",
    ")"
   ]
  },
  {
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   "id": "b1155bc1-9d4f-46fd-8e5e-2735c6b1ee72",
   "metadata": {},
   "source": [
    "The ray tracing pipeline produces at the end a Xarray dataset that is saved to disk on a Zarr format, this data product shall be called the `rt_xds` from now on.\n",
    "The `rt_xds` is also returned as an Xarray dataset object that can be inspected.\n",
    "Below we can that the data variables inside the `rt_xds` are not shaped as an image they are arrays of tridimensional points, arrays of tridimensional vectors or 1D arrays.\n",
    "The data is arranged this way to minimize the overhead of checking for nans in images, and can be easily rebuilt onto a 2D image grid with the data variable `image_indexes`."
   ]
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       ".xr-group-box-contents > label {\n",
       "  padding-top: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  grid-column: 1 / -1;\n",
       "  margin-top: 4px;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in ~ .xr-section-details {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-children {\n",
       "  display: inline-grid;\n",
       "  grid-template-columns: 100%;\n",
       "  grid-column: 1 / -1;\n",
       "  padding-top: 4px;\n",
       "}\n",
       "\n",
       ".xr-group-box {\n",
       "  display: inline-grid;\n",
       "  grid-template-columns: 0px 30px auto;\n",
       "}\n",
       "\n",
       ".xr-group-box-vline {\n",
       "  grid-column-start: 1;\n",
       "  border-right: 0.2em solid;\n",
       "  border-color: var(--xr-border-color);\n",
       "  width: 0px;\n",
       "}\n",
       "\n",
       ".xr-group-box-hline {\n",
       "  grid-column-start: 2;\n",
       "  grid-row-start: 1;\n",
       "  height: 1em;\n",
       "  width: 26px;\n",
       "  border-bottom: 0.2em solid;\n",
       "  border-color: var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-group-box-contents {\n",
       "  grid-column-start: 3;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-group-box-contents > label::before {\n",
       "  content: \"📂\";\n",
       "  padding-right: 0.3em;\n",
       "}\n",
       "\n",
       ".xr-group-box-contents > input:checked + label::before {\n",
       "  content: \"📁\";\n",
       "}\n",
       "\n",
       ".xr-group-box-contents > input:checked + label {\n",
       "  padding-bottom: 0px;\n",
       "}\n",
       "\n",
       ".xr-group-box-contents > input:checked ~ .xr-sections {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-group-box-contents > input + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-group-box-ellipsis {\n",
       "  font-size: 1.4em;\n",
       "  font-weight: 900;\n",
       "  color: var(--xr-font-color2);\n",
       "  letter-spacing: 0.15em;\n",
       "  cursor: default;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: \"(\";\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: \")\";\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: \",\";\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  border-color: var(--xr-background-color-row-odd);\n",
       "  margin-bottom: 0;\n",
       "  padding-top: 2px;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "  border-color: var(--xr-background-color-row-even);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  border-top: 2px dotted var(--xr-background-color);\n",
       "  padding-bottom: 20px !important;\n",
       "  padding-top: 10px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in + label,\n",
       ".xr-var-data-in + label,\n",
       ".xr-index-data-in + label {\n",
       "  padding: 0 1px;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-data > pre,\n",
       ".xr-index-data > pre,\n",
       ".xr-var-data > table > tbody > tr {\n",
       "  background-color: transparent !important;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
       "  color: var(--xr-font-color0);\n",
       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
       "  stroke-width: 0.8px;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 11MB\n",
       "Dimensions:                        (points: 47816, xyz: 3, vxyz: 3, idx: 2,\n",
       "                                    x: 283, y: 283)\n",
       "Dimensions without coordinates: points, xyz, vxyz, idx, x, y\n",
       "Data variables: (12/15)\n",
       "    primary_points                 (points, xyz) float64 1MB -1.05 ... 4.336\n",
       "    primary_normals                (points, vxyz) float64 1MB 0.04792 ... 0.8215\n",
       "    image_indexes                  (points, idx) int64 765kB 16 130 ... 265 151\n",
       "    x_axis                         (x) float64 2kB -14.05 -13.95 ... 14.05 14.15\n",
       "    y_axis                         (y) float64 2kB -14.05 -13.95 ... 14.05 14.15\n",
       "    primary_reflections            (points, vxyz) float64 1MB 0.07873 ... 0.3497\n",
       "    ...                             ...\n",
       "    secondary_normals              (points, vxyz) float64 1MB 0.04418 ... 0.8507\n",
       "    secondary_reflections          (points, vxyz) float64 1MB 0.008928 ... -0...\n",
       "    distance_secondary_to_horn     (points) float64 383kB 7.083 7.083 ... 7.083\n",
       "    horn_intercept                 (points, xyz) float64 1MB -1.818e-15 ... 1...\n",
       "    total_path                     (points) float64 383kB 19.62 19.62 ... 19.62\n",
       "    phase                          (points) float64 383kB 0.08727 ... 0.08727\n",
       "Attributes:\n",
       "    image_size:            283\n",
       "    npnt_1d:               47816\n",
       "    telescope_parameters:  {&#x27;primary_diameter&#x27;: 25.0, &#x27;secondary_diameter&#x27;: 2...\n",
       "    input_parameters:      {&#x27;output_xds_filename&#x27;: &#x27;vla-rt-data/VLA-rt.zarr&#x27;,...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-87eacf41-8de8-4704-83d7-39f572fc7bc8' class='xr-section-summary-in' type='checkbox' disabled /><label for='section-87eacf41-8de8-4704-83d7-39f572fc7bc8' class='xr-section-summary'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span>points</span>: 47816</li><li><span>xyz</span>: 3</li><li><span>vxyz</span>: 3</li><li><span>idx</span>: 2</li><li><span>x</span>: 283</li><li><span>y</span>: 283</li></ul></div></li><li class='xr-section-item'><input id='section-9a37c639-8d2e-47b4-a1c6-15a66ed2b29f' class='xr-section-summary-in' type='checkbox' /><label for='section-9a37c639-8d2e-47b4-a1c6-15a66ed2b29f' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(15)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>primary_points</span></div><div class='xr-var-dims'>(points, xyz)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-1.05 12.45 4.336 ... -12.45 4.336</div><input id='attrs-34066666-eee6-4c25-8b8c-72e3bc647c4d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-34066666-eee6-4c25-8b8c-72e3bc647c4d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-29d6d4bd-9a11-4e59-bdfc-89c8b1d046e9' class='xr-var-data-in' type='checkbox'><label for='data-29d6d4bd-9a11-4e59-bdfc-89c8b1d046e9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ -1.05      ,  12.45      ,   4.33625   ],\n",
       "       [ -0.95      ,  12.45      ,   4.33069444],\n",
       "       [ -0.85      ,  12.45      ,   4.32569444],\n",
       "       ...,\n",
       "       [  0.85      , -12.45      ,   4.32569444],\n",
       "       [  0.95      , -12.45      ,   4.33069444],\n",
       "       [  1.05      , -12.45      ,   4.33625   ]], shape=(47816, 3))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>primary_normals</span></div><div class='xr-var-dims'>(points, vxyz)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.04792 -0.5682 ... 0.5682 0.8215</div><input id='attrs-27de689e-fc3c-4f8a-aa83-9dabec4e12d5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-27de689e-fc3c-4f8a-aa83-9dabec4e12d5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a9c24718-537d-4902-933e-627bea25259b' class='xr-var-data-in' type='checkbox'><label for='data-a9c24718-537d-4902-933e-627bea25259b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 0.04792048, -0.56820001,  0.82149399],\n",
       "       [ 0.04336566, -0.5683184 ,  0.82166515],\n",
       "       [ 0.03880813, -0.56842501,  0.82181929],\n",
       "       ...,\n",
       "       [-0.03880813,  0.56842501,  0.82181929],\n",
       "       [-0.04336566,  0.5683184 ,  0.82166515],\n",
       "       [-0.04792048,  0.56820001,  0.82149399]], shape=(47816, 3))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>image_indexes</span></div><div class='xr-var-dims'>(points, idx)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>16 130 16 131 ... 265 150 265 151</div><input id='attrs-139bd2ab-8ee8-4a87-bad2-f50ae3a594be' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-139bd2ab-8ee8-4a87-bad2-f50ae3a594be' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c505446e-4bcc-446c-b425-02140e353d0d' class='xr-var-data-in' type='checkbox'><label for='data-c505446e-4bcc-446c-b425-02140e353d0d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 16, 130],\n",
       "       [ 16, 131],\n",
       "       [ 16, 132],\n",
       "       ...,\n",
       "       [265, 149],\n",
       "       [265, 150],\n",
       "       [265, 151]], shape=(47816, 2))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x_axis</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-14.05 -13.95 ... 14.05 14.15</div><input id='attrs-68480022-b5fd-4c6a-bca7-9d22dda7299c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-68480022-b5fd-4c6a-bca7-9d22dda7299c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63b85978-4406-474a-98f2-45f47412fbf4' class='xr-var-data-in' type='checkbox'><label for='data-63b85978-4406-474a-98f2-45f47412fbf4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-14.05, -13.95, -13.85, -13.75, -13.65, -13.55, -13.45, -13.35,\n",
       "       -13.25, -13.15, -13.05, -12.95, -12.85, -12.75, -12.65, -12.55,\n",
       "       -12.45, -12.35, -12.25, -12.15, -12.05, -11.95, -11.85, -11.75,\n",
       "       -11.65, -11.55, -11.45, -11.35, -11.25, -11.15, -11.05, -10.95,\n",
       "       -10.85, -10.75, -10.65, -10.55, -10.45, -10.35, -10.25, -10.15,\n",
       "       -10.05,  -9.95,  -9.85,  -9.75,  -9.65,  -9.55,  -9.45,  -9.35,\n",
       "        -9.25,  -9.15,  -9.05,  -8.95,  -8.85,  -8.75,  -8.65,  -8.55,\n",
       "        -8.45,  -8.35,  -8.25,  -8.15,  -8.05,  -7.95,  -7.85,  -7.75,\n",
       "        -7.65,  -7.55,  -7.45,  -7.35,  -7.25,  -7.15,  -7.05,  -6.95,\n",
       "        -6.85,  -6.75,  -6.65,  -6.55,  -6.45,  -6.35,  -6.25,  -6.15,\n",
       "        -6.05,  -5.95,  -5.85,  -5.75,  -5.65,  -5.55,  -5.45,  -5.35,\n",
       "        -5.25,  -5.15,  -5.05,  -4.95,  -4.85,  -4.75,  -4.65,  -4.55,\n",
       "        -4.45,  -4.35,  -4.25,  -4.15,  -4.05,  -3.95,  -3.85,  -3.75,\n",
       "        -3.65,  -3.55,  -3.45,  -3.35,  -3.25,  -3.15,  -3.05,  -2.95,\n",
       "        -2.85,  -2.75,  -2.65,  -2.55,  -2.45,  -2.35,  -2.25,  -2.15,\n",
       "        -2.05,  -1.95,  -1.85,  -1.75,  -1.65,  -1.55,  -1.45,  -1.35,\n",
       "        -1.25,  -1.15,  -1.05,  -0.95,  -0.85,  -0.75,  -0.65,  -0.55,\n",
       "        -0.45,  -0.35,  -0.25,  -0.15,  -0.05,   0.05,   0.15,   0.25,\n",
       "         0.35,   0.45,   0.55,   0.65,   0.75,   0.85,   0.95,   1.05,\n",
       "         1.15,   1.25,   1.35,   1.45,   1.55,   1.65,   1.75,   1.85,\n",
       "         1.95,   2.05,   2.15,   2.25,   2.35,   2.45,   2.55,   2.65,\n",
       "         2.75,   2.85,   2.95,   3.05,   3.15,   3.25,   3.35,   3.45,\n",
       "         3.55,   3.65,   3.75,   3.85,   3.95,   4.05,   4.15,   4.25,\n",
       "         4.35,   4.45,   4.55,   4.65,   4.75,   4.85,   4.95,   5.05,\n",
       "         5.15,   5.25,   5.35,   5.45,   5.55,   5.65,   5.75,   5.85,\n",
       "         5.95,   6.05,   6.15,   6.25,   6.35,   6.45,   6.55,   6.65,\n",
       "         6.75,   6.85,   6.95,   7.05,   7.15,   7.25,   7.35,   7.45,\n",
       "         7.55,   7.65,   7.75,   7.85,   7.95,   8.05,   8.15,   8.25,\n",
       "         8.35,   8.45,   8.55,   8.65,   8.75,   8.85,   8.95,   9.05,\n",
       "         9.15,   9.25,   9.35,   9.45,   9.55,   9.65,   9.75,   9.85,\n",
       "         9.95,  10.05,  10.15,  10.25,  10.35,  10.45,  10.55,  10.65,\n",
       "        10.75,  10.85,  10.95,  11.05,  11.15,  11.25,  11.35,  11.45,\n",
       "        11.55,  11.65,  11.75,  11.85,  11.95,  12.05,  12.15,  12.25,\n",
       "        12.35,  12.45,  12.55,  12.65,  12.75,  12.85,  12.95,  13.05,\n",
       "        13.15,  13.25,  13.35,  13.45,  13.55,  13.65,  13.75,  13.85,\n",
       "        13.95,  14.05,  14.15])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>y_axis</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-14.05 -13.95 ... 14.05 14.15</div><input id='attrs-60abb68c-1463-4f2e-a062-cc6125c014a8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-60abb68c-1463-4f2e-a062-cc6125c014a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eac629c4-17a9-4d9e-819b-4ba46f6d6de4' class='xr-var-data-in' type='checkbox'><label for='data-eac629c4-17a9-4d9e-819b-4ba46f6d6de4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-14.05, -13.95, -13.85, -13.75, -13.65, -13.55, -13.45, -13.35,\n",
       "       -13.25, -13.15, -13.05, -12.95, -12.85, -12.75, -12.65, -12.55,\n",
       "       -12.45, -12.35, -12.25, -12.15, -12.05, -11.95, -11.85, -11.75,\n",
       "       -11.65, -11.55, -11.45, -11.35, -11.25, -11.15, -11.05, -10.95,\n",
       "       -10.85, -10.75, -10.65, -10.55, -10.45, -10.35, -10.25, -10.15,\n",
       "       -10.05,  -9.95,  -9.85,  -9.75,  -9.65,  -9.55,  -9.45,  -9.35,\n",
       "        -9.25,  -9.15,  -9.05,  -8.95,  -8.85,  -8.75,  -8.65,  -8.55,\n",
       "        -8.45,  -8.35,  -8.25,  -8.15,  -8.05,  -7.95,  -7.85,  -7.75,\n",
       "        -7.65,  -7.55,  -7.45,  -7.35,  -7.25,  -7.15,  -7.05,  -6.95,\n",
       "        -6.85,  -6.75,  -6.65,  -6.55,  -6.45,  -6.35,  -6.25,  -6.15,\n",
       "        -6.05,  -5.95,  -5.85,  -5.75,  -5.65,  -5.55,  -5.45,  -5.35,\n",
       "        -5.25,  -5.15,  -5.05,  -4.95,  -4.85,  -4.75,  -4.65,  -4.55,\n",
       "        -4.45,  -4.35,  -4.25,  -4.15,  -4.05,  -3.95,  -3.85,  -3.75,\n",
       "        -3.65,  -3.55,  -3.45,  -3.35,  -3.25,  -3.15,  -3.05,  -2.95,\n",
       "        -2.85,  -2.75,  -2.65,  -2.55,  -2.45,  -2.35,  -2.25,  -2.15,\n",
       "        -2.05,  -1.95,  -1.85,  -1.75,  -1.65,  -1.55,  -1.45,  -1.35,\n",
       "        -1.25,  -1.15,  -1.05,  -0.95,  -0.85,  -0.75,  -0.65,  -0.55,\n",
       "        -0.45,  -0.35,  -0.25,  -0.15,  -0.05,   0.05,   0.15,   0.25,\n",
       "         0.35,   0.45,   0.55,   0.65,   0.75,   0.85,   0.95,   1.05,\n",
       "         1.15,   1.25,   1.35,   1.45,   1.55,   1.65,   1.75,   1.85,\n",
       "         1.95,   2.05,   2.15,   2.25,   2.35,   2.45,   2.55,   2.65,\n",
       "         2.75,   2.85,   2.95,   3.05,   3.15,   3.25,   3.35,   3.45,\n",
       "         3.55,   3.65,   3.75,   3.85,   3.95,   4.05,   4.15,   4.25,\n",
       "         4.35,   4.45,   4.55,   4.65,   4.75,   4.85,   4.95,   5.05,\n",
       "         5.15,   5.25,   5.35,   5.45,   5.55,   5.65,   5.75,   5.85,\n",
       "         5.95,   6.05,   6.15,   6.25,   6.35,   6.45,   6.55,   6.65,\n",
       "         6.75,   6.85,   6.95,   7.05,   7.15,   7.25,   7.35,   7.45,\n",
       "         7.55,   7.65,   7.75,   7.85,   7.95,   8.05,   8.15,   8.25,\n",
       "         8.35,   8.45,   8.55,   8.65,   8.75,   8.85,   8.95,   9.05,\n",
       "         9.15,   9.25,   9.35,   9.45,   9.55,   9.65,   9.75,   9.85,\n",
       "         9.95,  10.05,  10.15,  10.25,  10.35,  10.45,  10.55,  10.65,\n",
       "        10.75,  10.85,  10.95,  11.05,  11.15,  11.25,  11.35,  11.45,\n",
       "        11.55,  11.65,  11.75,  11.85,  11.95,  12.05,  12.15,  12.25,\n",
       "        12.35,  12.45,  12.55,  12.65,  12.75,  12.85,  12.95,  13.05,\n",
       "        13.15,  13.25,  13.35,  13.45,  13.55,  13.65,  13.75,  13.85,\n",
       "        13.95,  14.05,  14.15])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>primary_reflections</span></div><div class='xr-var-dims'>(points, vxyz)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.07873 -0.9335 ... 0.9335 0.3497</div><input id='attrs-3647ccb0-e640-4207-b423-02941c953cda' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3647ccb0-e640-4207-b423-02941c953cda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d70706b3-6211-4032-bbc5-9c6e097f2539' class='xr-var-data-in' type='checkbox'><label for='data-d70706b3-6211-4032-bbc5-9c6e097f2539' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 0.07873278, -0.93354579,  0.34970475],\n",
       "       [ 0.0712641 , -0.93393484,  0.35026724],\n",
       "       [ 0.06378654, -0.93428527,  0.35077388],\n",
       "       ...,\n",
       "       [-0.06378654,  0.93428527,  0.35077388],\n",
       "       [-0.0712641 ,  0.93393484,  0.35026724],\n",
       "       [-0.07873278,  0.93354579,  0.34970475]], shape=(47816, 3))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>light</span></div><div class='xr-var-dims'>(points, vxyz)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-0.0 -0.0 -1.0 ... -0.0 -0.0 -1.0</div><input id='attrs-86b2e761-399f-454f-ba60-b49cc5db1710' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-86b2e761-399f-454f-ba60-b49cc5db1710' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-685b29a6-018a-4ab1-bbd6-44ae86ca28e3' class='xr-var-data-in' type='checkbox'><label for='data-685b29a6-018a-4ab1-bbd6-44ae86ca28e3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-0., -0., -1.],\n",
       "       [-0., -0., -1.],\n",
       "       [-0., -0., -1.],\n",
       "       ...,\n",
       "       [-0., -0., -1.],\n",
       "       [-0., -0., -1.],\n",
       "       [-0., -0., -1.]], shape=(47816, 3))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>distance_primary_to_secondary</span></div><div class='xr-var-dims'>(points)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>12.53 12.53 12.52 ... 12.53 12.53</div><input id='attrs-ec17629a-5769-4de3-b530-dac1c7badaec' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ec17629a-5769-4de3-b530-dac1c7badaec' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-732163f4-0649-41dd-9401-585822c74a80' class='xr-var-data-in' type='checkbox'><label for='data-732163f4-0649-41dd-9401-585822c74a80' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([12.53304933, 12.52786786, 12.5232045 , ..., 12.5232045 ,\n",
       "       12.52786786, 12.53304933], shape=(47816,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>secondary_points</span></div><div class='xr-var-dims'>(points, xyz)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-0.06324 0.7498 ... -0.7498 8.719</div><input id='attrs-9913483b-9516-43c3-aaf1-76b9ad416e4a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9913483b-9516-43c3-aaf1-76b9ad416e4a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-679210f7-200d-4dc2-99a9-2c9022f20ea5' class='xr-var-data-in' type='checkbox'><label for='data-679210f7-200d-4dc2-99a9-2c9022f20ea5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-0.06323822,  0.7498246 ,  8.71911691],\n",
       "       [-0.05721272,  0.74978772,  8.71879615],\n",
       "       [-0.05118806,  0.74975453,  8.71850749],\n",
       "       ...,\n",
       "       [ 0.05118806, -0.74975453,  8.71850749],\n",
       "       [ 0.05721272, -0.74978772,  8.71879615],\n",
       "       [ 0.06323822, -0.7498246 ,  8.71911691]], shape=(47816, 3))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>secondary_normals</span></div><div class='xr-var-dims'>(points, vxyz)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.04418 -0.5239 ... 0.5239 0.8507</div><input id='attrs-9e2f763e-f502-4d60-b5c1-4e4921333d62' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9e2f763e-f502-4d60-b5c1-4e4921333d62' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd182d1a-9a5c-42ff-bebc-70805f6e1bc6' class='xr-var-data-in' type='checkbox'><label for='data-cd182d1a-9a5c-42ff-bebc-70805f6e1bc6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 0.04418033, -0.52385243,  0.85066252],\n",
       "       [ 0.03998108, -0.52396253,  0.85080243],\n",
       "       [ 0.03577931, -0.52406167,  0.85092844],\n",
       "       ...,\n",
       "       [-0.03577931,  0.52406167,  0.85092844],\n",
       "       [-0.03998108,  0.52396253,  0.85080243],\n",
       "       [-0.04418033,  0.52385243,  0.85066252]], shape=(47816, 3))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>secondary_reflections</span></div><div class='xr-var-dims'>(points, vxyz)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.008928 -0.1059 ... 0.1059 -0.9943</div><input id='attrs-61086ed7-f12c-4733-ac31-6103a9a9541a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-61086ed7-f12c-4733-ac31-6103a9a9541a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b951a69f-5de5-4d63-8ae4-a0e6e54df908' class='xr-var-data-in' type='checkbox'><label for='data-b951a69f-5de5-4d63-8ae4-a0e6e54df908' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 0.00892792, -0.10585957, -0.99434101],\n",
       "       [ 0.00807767, -0.10585996, -0.99434824],\n",
       "       [ 0.00722741, -0.1058603 , -0.99435475],\n",
       "       ...,\n",
       "       [-0.00722741,  0.1058603 , -0.99435475],\n",
       "       [-0.00807767,  0.10585996, -0.99434824],\n",
       "       [-0.00892792,  0.10585957, -0.99434101]], shape=(47816, 3))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>distance_secondary_to_horn</span></div><div class='xr-var-dims'>(points)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.083 7.083 7.082 ... 7.083 7.083</div><input id='attrs-e425f85d-cb04-4e9a-a8bb-b8f68b9e3d8f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e425f85d-cb04-4e9a-a8bb-b8f68b9e3d8f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-74cf4a32-9092-4588-a415-4254877bddcb' class='xr-var-data-in' type='checkbox'><label for='data-74cf4a32-9092-4588-a415-4254877bddcb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([7.08320067, 7.08282659, 7.08248994, ..., 7.08248994, 7.08282659,\n",
       "       7.08320067], shape=(47816,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>horn_intercept</span></div><div class='xr-var-dims'>(points, xyz)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-1.818e-15 3.109e-14 ... 1.676</div><input id='attrs-0856302d-1a0d-4149-a7e8-ea4091ccc1c7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0856302d-1a0d-4149-a7e8-ea4091ccc1c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-824d57df-e350-455a-b58f-8d833597b4be' class='xr-var-data-in' type='checkbox'><label for='data-824d57df-e350-455a-b58f-8d833597b4be' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-1.81799020e-15,  3.10862447e-14,  1.67600000e+00],\n",
       "       [-1.04083409e-16, -4.88498131e-15,  1.67600000e+00],\n",
       "       [-1.46410661e-15, -1.55431223e-15,  1.67600000e+00],\n",
       "       ...,\n",
       "       [ 2.70616862e-16,  2.55351296e-15,  1.67600000e+00],\n",
       "       [ 1.74166237e-15, -8.99280650e-15,  1.67600000e+00],\n",
       "       [-2.15105711e-15,  1.44328993e-14,  1.67600000e+00]],\n",
       "      shape=(47816, 3))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>total_path</span></div><div class='xr-var-dims'>(points)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>19.62 19.62 19.62 ... 19.62 19.62</div><input id='attrs-d4cb8065-2086-4a3a-a300-eb399b83915e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d4cb8065-2086-4a3a-a300-eb399b83915e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9ac4e909-c7a0-4d80-95fe-37a6c1f28211' class='xr-var-data-in' type='checkbox'><label for='data-9ac4e909-c7a0-4d80-95fe-37a6c1f28211' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([19.62013889, 19.62013889, 19.62013889, ..., 19.62013889,\n",
       "       19.62013889, 19.62013889], shape=(47816,))</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>phase</span></div><div class='xr-var-dims'>(points)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.08727 0.08727 ... 0.08727 0.08727</div><input id='attrs-900b645a-b0fb-4985-b7e8-6b66e430ebd7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-900b645a-b0fb-4985-b7e8-6b66e430ebd7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef8c810e-5cfb-4376-a71c-4e8d6c5ffdd2' class='xr-var-data-in' type='checkbox'><label for='data-ef8c810e-5cfb-4376-a71c-4e8d6c5ffdd2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.08726646, 0.08726646, 0.08726646, ..., 0.08726646, 0.08726646,\n",
       "       0.08726646], shape=(47816,))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8db7e481-0455-4e26-9065-1563e12a6123' class='xr-section-summary-in' type='checkbox' checked /><label for='section-8db7e481-0455-4e26-9065-1563e12a6123' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>image_size :</span></dt><dd>283</dd><dt><span>npnt_1d :</span></dt><dd>47816</dd><dt><span>telescope_parameters :</span></dt><dd>{&#x27;primary_diameter&#x27;: 25.0, &#x27;secondary_diameter&#x27;: 2.5146, &#x27;focal_length&#x27;: 9.0, &#x27;z_intercept&#x27;: 3.14, &#x27;foci_half_distance&#x27;: 3.662, &#x27;inner_radius&#x27;: 2.0, &#x27;horn_diameter&#x27;: 0.2, &#x27;horn_position&#x27;: [0, 0, 1.6760000000000002], &#x27;horn_orientation&#x27;: [0, 0, 1]}</dd><dt><span>input_parameters :</span></dt><dd>{&#x27;output_xds_filename&#x27;: &#x27;vla-rt-data/VLA-rt.zarr&#x27;, &#x27;grid_size&#x27;: 28, &#x27;grid_resolution&#x27;: 0.1, &#x27;grid_unit&#x27;: &#x27;m&#x27;, &#x27;x_pointing_offset&#x27;: 0, &#x27;y_pointing_offset&#x27;: 0, &#x27;pointing_offset_unit&#x27;: &#x27;asec&#x27;, &#x27;x_focus_offset&#x27;: 0, &#x27;y_focus_offset&#x27;: 0, &#x27;z_focus_offset&#x27;: 0, &#x27;focus_offset_unit&#x27;: &#x27;mm&#x27;, &#x27;phase_offset&#x27;: 0, &#x27;phase_unit&#x27;: &#x27;deg&#x27;, &#x27;observing_wavelength&#x27;: 1, &#x27;wavelength_unit&#x27;: &#x27;cm&#x27;, &#x27;overwrite&#x27;: True, &#x27;origin_info&#x27;: {&#x27;origin&#x27;: &#x27;astrohack&#x27;, &#x27;version&#x27;: &#x27;1.0.2&#x27;, &#x27;creator_function&#x27;: &#x27;wrapper&#x27;, &#x27;creation_time&#x27;: &#x27;2026-06-08 16:30:58 MDT&#x27;}}</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 11MB\n",
       "Dimensions:                        (points: 47816, xyz: 3, vxyz: 3, idx: 2,\n",
       "                                    x: 283, y: 283)\n",
       "Dimensions without coordinates: points, xyz, vxyz, idx, x, y\n",
       "Data variables: (12/15)\n",
       "    primary_points                 (points, xyz) float64 1MB -1.05 ... 4.336\n",
       "    primary_normals                (points, vxyz) float64 1MB 0.04792 ... 0.8215\n",
       "    image_indexes                  (points, idx) int64 765kB 16 130 ... 265 151\n",
       "    x_axis                         (x) float64 2kB -14.05 -13.95 ... 14.05 14.15\n",
       "    y_axis                         (y) float64 2kB -14.05 -13.95 ... 14.05 14.15\n",
       "    primary_reflections            (points, vxyz) float64 1MB 0.07873 ... 0.3497\n",
       "    ...                             ...\n",
       "    secondary_normals              (points, vxyz) float64 1MB 0.04418 ... 0.8507\n",
       "    secondary_reflections          (points, vxyz) float64 1MB 0.008928 ... -0...\n",
       "    distance_secondary_to_horn     (points) float64 383kB 7.083 7.083 ... 7.083\n",
       "    horn_intercept                 (points, xyz) float64 1MB -1.818e-15 ... 1...\n",
       "    total_path                     (points) float64 383kB 19.62 19.62 ... 19.62\n",
       "    phase                          (points) float64 383kB 0.08727 ... 0.08727\n",
       "Attributes:\n",
       "    image_size:            283\n",
       "    npnt_1d:               47816\n",
       "    telescope_parameters:  {'primary_diameter': 25.0, 'secondary_diameter': 2...\n",
       "    input_parameters:      {'output_xds_filename': 'vla-rt-data/VLA-rt.zarr',..."
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rt_xds"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a46f8e09-64eb-4c62-a994-7aabf9f11ef3",
   "metadata": {},
   "source": [
    "## Plotting phases and other interesting products\n",
    "Since the data variables in the `rt_xds` have to be gridded in order to be properly viewed a convenience function was created to allow easy access to its data variables.\n",
    "The variables that can be accessed this way are the ones that have points as their first dimension, excepting image_indexes as it only contains the information needed to regrid the points to 2D images."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d8f56d03-4c5b-47b2-8ea5-6afd621303c7",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-02-10T16:54:34.566894756Z",
     "start_time": "2026-02-10T16:54:31.992216470Z"
    },
    "execution": {
     "iopub.execute_input": "2026-06-08T22:30:59.756966Z",
     "iopub.status.busy": "2026-06-08T22:30:59.756906Z",
     "iopub.status.idle": "2026-06-08T22:31:00.310130Z",
     "shell.execute_reply": "2026-06-08T22:31:00.309826Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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MtNWvX9+UH9fS3HZz5syxVa5c2RYeHm7u+9ZbbyWV5NbSzWrt2rWm3HXhwoVN+e7cuXPb7rrrLtvq1auTHuf777+33XnnneZv+nx638cee8x25MiRZO+Hlo8ePny4rWTJkuZ+OXPmtNWrV882atSoZOW1tfR5165dTbujo6NNue6lS5eadk2dOjXpflpWWkthp2Tr1q22Zs2a2bJkyWKeR/vDXobdsQz89Uq4O5fDVlra+2alrO0lr995550U/66vRct028vDp+Y9cPTdd9+Zvz366KO21Lp48aLpz6xZs5p/ay9Rbi/d7VxWXunnZPDgwbZ8+fLZIiIizOdn+fLltkaNGpnNkZb9fu6550xp8JCQEFvevHlt9913n2337t03LeGu77UjfW+cX/ulS5fM+5E9e3bzfnbo0MG2fft2c7+RI0fe8LVf7zXan8d5aYKU2hUXF2dK8ttfX6FChczn2PG7pLQkut7P3meNGze2bd68OcXPTWq/C7dSwl3pe6Dvhb73+hmrVauWbd68eanqI0UJdwCeJED/z+pADwB8iS6Mq6Npukhw/fr1xV/pwsw6gqJlvnXUyF9pymW1atVMARCdHwgA8H3MyQKAW6Clyp2rBWr6oab9Va9e3a/7VtMJNWXPce0jf/s8KE0f1HS3hg0bWtImAEDGY04WANwCXdBVT6y1QqIWzpg5c6aZU6Zlxf21zLTO4dI1qnTxWy3gkd5zkTzJ22+/bdYE0/lPuh6XfZkAXYvMeZ0rAIDvIl0QAG6BFu/Qdbi08MXVq1dNCfi+fftK//79/bZfNajSghVa1OTjjz92e/Ffb6Sl93Ux7K1bt5riIFruXhdh1rL4/tQPAODvCLIAAAAAIA0xJwsAAAAA0hBBFgAAAACkIZ8Lsho3bmy2tKSLLeocg8mTJ4snO3bsmNx3332SI0cO016taKV27txpFhKNjo42t2t5aV+jC4k2b95cPIUurFm7du1U31/fF/s2atQo8XS60Km3tdnT8H31nO9retC5aDofS4uhpEbRokWTvk+eNp9Py/Db26YLhqenl19+2TzPyZMnxRetWrXKLJidOXNm8zq1vL/6+eefzYLo4eHh5nbdx0Lkzz//THasWb169U27RRfN1u9TetLzKFfblRJtp1ai1cI48fHx4i/vUVrS75Dj8+si6Z7C8iBLAxfHztEdTOnSpc1BRk9CMnoCuz0w8UYDBw6UX375RYYPHy5ffvmltGzZ0tzes2dP2bRpk7zxxhvm9po1a6bp82olNT0wWnVQ2Lt3r3z22Wfy7LPPXvO3zz//XMqVK2c+V6VKlTKltW/VnDlzTGlufUw9iXrppZeu2TkOGDBANmzYYO6bWrqukr4/bdq0EU+nJwja1vfee++WHsfxxNJ50yISvozvq+d8X93Z52lZ+kyZMknevHnlySefNEUunE/0YmNj5ZNPPkn14+paYvq90n22p31WtV1ly5a95eDJvmnflS9fXp5//nk5f/68+IO4uDi5//775fTp02bfqX1apEgROXXqlHTs2NFUIx03bpy5XfexvnR+888//5hzEi2Ikz17dlMM5sSJE6n+93p8137RJSE8gZ5HaXs0OLoV+p7oe6/LXUyZMkWs8uuvv8pDDz1kLqIEBQW5FaRa9R4VKVLEPG9K54CWs3o1ZPtK9q+++qrtyy+/tH366admtfnAwECzYv2lS5dceryYmBizuaNNmzZmtXtniYmJtitXrtji4+NtnixPnjy2bt26Jbvt8uXLpn+fe+65dHved955xzzH3r17bVZ46qmnbKVLl77m9o8//ti0695777VNmDDB9sADD5jfR44c6fZz/fTTT7aAgABbkyZNzGM+8cQT5rPap0+fa+7bsWNHW4MGDVL1uNqul156yeZt9D3XtutnwB36fatatar57jtvCQkJNl/G99Wzvq+ptW7dOlt4eLitWrVqto8++sjsW8PCwmwtW7a85r5Dhw41n3E9htyM3k+PfZ6sUaNGtgoVKrj1b3X/pu+n9pl+v/Xn3XffbW6rW7duUh/Z73fixAmbr/nnn3/Ma9PzHEfz5883t//222/p9tzXO7/JCAcPHrTlzJnTVqJECdsHH3xge+ONN2zZsmWzValS5abnawsXLjR9oz9TS79HGfVa7eewq1atcvsx9LNfqlQpW+PGjW1W0T7T/Vq9evVsBQsWdKn/3HmP0oO9HdOnT7d5Co+pJ9uqVaukEZaHH37YpLy9++678sMPP0iXLl1S/TihoaFp3jb7CJunO378uGTNmjXZbfYrRc63+9KVwa+//lr69OmT7HZdt0hLJuuokH3o+JFHHpHExER57bXXzNWnbNmyufx8Q4YMkcqVK5urPvZyzDrUr2siPfXUU8mu9OrVKb1quWfPHo+5+uaJChQoIN27dxd/w/fVs76vqaVXS7UtmiKjj6X0qq+2V59HU7Md9wG6btbChQuladOmLj+XL9KU9pw5c5r/1v32vffea9aWW7FihVlrzte/8ykdj693u6/Q79ulS5fM+nE6mqxq1aplUvw1m+lWR4O8nZ5j6nIX2k9Hjx41o+MZTZ9bR9NCQkLkrrvuks2bN2d4G3yR5emC12M/IGkqmNL0Dj3YlihRQsLCwsxBTQ92zvnuznOy7Lmi3333nUmXK1iwoAmY7rjjDrOujeO/04Uz9+/fn5TOYB8uTWlOlqaC6LD3v//+a/LV9b9z5cplDuoJCQnJ2qSpADo0rgdk3YlqKoimkqV2npeepOvJug6xa4pFnTp1TFudUy51QERTDezt1/QMHUZVTz/9dLLXdOHCBZPSpr9rf+bOndvs8NauXZvsuf/++28zxK/zufS5GzVqJEuXLk36uz6HPrYqVqxY0nNrn2WEJUuWmNz9Zs2aJbtdT2q033WulqN+/fqZnb1j/6WWrnujmx4QHNe70efQvnfOA7a3SS8UuEvTSvQzValSJfMZ08+QXpDQz48zTa2qUKGCeZ/0JFAvWmiKiCP9vD744IOSJ08e877r/SdOnHjNY2mqnr63mrqr35d8+fLJPffcI7t375aMpu/X4MGDzUKu2uYyZcqYOWD/DQAm99VXX5mDt70PGjZsaE587ezfC2f6PdDvtGPwrmsdacqavn696KPpYboG0s3wffXO72tqaFqbfgb0ooA9wFI9evQw3089zjiqUaOG2W/fyj7A8Rimn0m9KBEZGWmClXPnzpljoO7LdR+ubejdu/c1x0X7PK/p06ebFD1NS9OARtPIlaY06vpu+lnXY2FG7b9TOtbbafq5fif1mKnHH31dly9fTnafSZMmmX+vr133DfraPvroo2ueQ+eItGjRwgR3+tr1WKX7QUca0Gvqlu4TtR90H/nYY4/JmTNnUvU6FixYYNI9Nc1P29y+fXuTImenr0WPn0qP5/qe2M9X7Omht912m7ndvi/S+dQahOpJt7ZJz186d+5s3nfn/Z5+1vS16edN73Pw4MFUnd9khBkzZpgTd3uApXQfoMcX5++MO3OjNMVN+0d/zpo1K8X7pfb91fvpMSJ//vzmOKKLiut+xPkYkdb0WKPPbdV8In29GmClh23btpkLTnqOrJ9RPYbrRTXnVOIdO3aYfat+3/W+L7zwgtlX62dZv0+6z9Xvgq5L6S08ZiTLmf1kTk9u7KNbX3zxhTmw6AmXnvyPGDHC7MSu96VyNHLkSAkMDDQnrLqD0quL3bp1M4+j9A3X2w8dOpQ0z0QPWDeiwZTuuLXAgZ70/f777+bN10BQFyNV+qVp27atrFy50tymV071gJvanHudl6aTZPXgonn/2h/aD+3atTNfRp3HoyeSmo+qgZwGSnrAV3oFV3f2mk+vo4GtW7dOek16BVH/vR549cCkJzh6AqT9qfMX7AcNPaHXnbfOY9D+sx/UFi9ebE5m9cRbvxjffvut6Tf7FUr9glyPvhbng2VKNC/4ZlevdW6EfjmrVauW7PZ169aZn87zz/S16OvQv7s6enK9x9Sdkx787H+30x2FfhY0KNX3wB16wq4HET0o64mBfh70hEgP1rrj1+dWegVKPx/6/dAr9Bokbdy40Xy+u3btau6j/1YDdPsJl75H8+fPN3nYevKoJ2r2z7UeEP/44w9zsNbH06BcTy716pa+prSkAY3zJHc9uOmmO1j9rOtJuLZTJ4brvEMN7DVgdJwTpiegurPW78urr75qRrX19evn2HF0ITX0cXT/ovsd/Zxr/+iJml6EuFGBFb6v3vt9TQ0NSvSCn/Nj6mdNP5spPabuTx0vTLlLP496gqJFdfQCoV5U0ZMi7R89UdTPrI4G6UU33Ve8+OKLyf697rN1fpoGrvbH0+/50KFDZfz48Sb41MfRY6MGIPq9seJYb6cnZfo6tJ36vdN5txpMvfXWW0n30YBKT5p1H6GB9Ny5c83r0OOu/XXqKJF+/3V/p32nx0QNInX0zJGecGvfaTCn+1IN+saOHWveU33/bnQCqsd+PVZqxoK+Dzoyq+9P/fr1Tdv1BF0fXwNkHTHQx9eASk/0lZ50Tpgwwey39DXrPlbn8+n5hQbMTzzxhDm51H3evHnzTACqxxelF4/1ZFT7S/dXmr2iz63nBdp2fb3unN/o/XXffDMasNzosbTN+h6kNBdc960//fSTuEsvoGkQqucw+jnR8xh9//T77Sy176/OadfvgJ63af/rBU39md5zhO0XOzXoTG3hG/2+Ol/UT4n9eGqFjRs3mosP2r96wUu/C/qd1++qfnYd6WiezsnV83W9KPD666+biwZ6zqPnnfrd18wlPY/X749+xj2e1fmK9nzW33//3eRga+7u1KlTbTly5LBFRETYDh06ZFu/fr25z8MPP5zs3w4ZMsTcvmDBgmQ547o552iWK1cuWe6v5gXr7Zs2bbppzrJ93om21TF/1T6XzJHm6deoUSPp9xkzZpj7vf/++0m36VyTpk2bXvOYKRkwYIC53+LFi5Nuu3DhgpmvVrRo0WTzVvR+/fr1S9Wcmejo6Gvum1KOcIsWLZLNJ9A5XvrczZs3d3tOlj3n/mZbanKCu3fvbj4rzvS1BQUFpfhvcuXKZevcubPNVfbXeeDAgWv+dtttt9nq1Klzze133nmn+ey5Oyfr6tWr18xN0n7WOSCOn7327dvfdK7EQw89ZMuXL5/t5MmTyW7XvtDPg763auLEiaY977777jWP4Ty3JC3mZKX03tv7Yvbs2eb3119/Pdm/u++++8xcm127dpnfd+7caeba6BwP5/5ybPP1+tl5PozOFdD9gav4vnr39/VmNNdfH/Ovv/665m/333+/LW/evNfc/uijj5pjmbtzsuzHsIoVK9piY2OTbu/SpYv5DrRq1SrZ/XV+k/O+U/+97jMc99GffPKJuV3bfP78+aTbhw8fft39eVrMydq+fbs51uvjaxu0XTo/0T7/2n6/Bx98MNm/1++282fHvs9ypMes4sWLJ/0+a9asm86Z0eOr3ufrr79OdvvPP/+c4u3OdF5p7ty5badOnUq6bcOGDWaf1KNHj5vOGUlpXo/O/bvZ/JJ9+/aZ743OcXKk5zXBwcHJbnd1Tpa+16k5Tt9sHqG+Jr3flClTrvnb008/bf6mxzl35vtov+sx7ezZs0m3/frrr9ecP6T2/T169Kjptw4dOiS738svv3zd15oWc7K2bNliHkM/Q/qZ+ffff2/p+Hm942lqufpZudF71LBhQ1tkZKRt//791z0u27/zuq+00xoIOjdM93GO83LPnDlj9qc32lcyJysFzukjmuamEate+bFXXBk0aFCy++iIlo4gacSrQ7o3olcvHOdraWRtHym4lZK0znOB7NWh7LQsq0bwmq9vp1ce9Spbaq4U6lUevdqjqUp2etVIrwjoFRcdzXCn/Xp1S6/yHz58OGk0xLkkpqYqaOUnvTrkSFMt9TXq1UJ9La7SkTbH13M9etX2ZrRtKY126ZXE683P0ytv+ndX2f+NpqWk9JgpVcjStrlzxdzO8bn0ipVewdT3X698OqZ26vupVym1PLBe4XGm51masqFXO/W/HUeO9Crd1KlTzePplVe9n45I6tVTZzoKkdZ0JFivWDmyz2HTz7+OaOqVR+fvvo7E6kicXvXT0T79POrVe+fPpDtt1v7csmWL+Q5oGkdq8X317u/rrT5mSu3U16u36+j9rVxN1v2m42iKfm80g8A57U1v//DDD82Im2OapO63HVPE7EtM6EiAph86367HxvRIKdN9lyMdidLsDOe+SenYqlkr+r7ZUzUdjxH2kRcd5dfRbv1dR3vs85x0BKhKlSopjkhpGqXeV0epHfeNOpKq+1sdSbdnBDg7cuSIOV7qiKBedbfTTBJ9PHdHauwjVfpaNAslpc+Ojsbpfk/3647t1lEv3W9pu92tuKZZOalJlUzp/MGV74z9Pin9/Ubs/a6jk/a+UtrnOrKlacauvr+avaHfG+e0ZT0WppRmnpbLPejnUs+r9HisxzbnY15K9Bw5NftGq+aEnzhxQv766y+TDeOYKnq947KOxNrpcV9HP/W8RrNY7PT7rPsQ3T95A49JF9S5RJqfqwcFHULXTrSfLGkesf635ow70h2Jdrj+/Wac32D7gT61+dYp0R2Ec1qcPq7jY2rbdD6L8w7S+bVcj/77lNZb0iFV+9/dCbJ0OFxTFnWei+5odCeuB3H7l1FPLtWN0hr1IObOZHR9jrT80qc0N0cPvppukRId9k9NAJfSY6qU1r253mNq224lMNED6AcffGDSeTS9wTE1wDG95plnnjEpKxqQ62dL02P0oKFBk31npwGapqTolhL75Gsdytfvn+MJWnrSgM75Ioudfr71IO54Euj8+be3WfcRenBNC5q2oznguk/S75fOS9R0XD1xuhG+r979fU2Px7S/3lu9QOF8DLOfWOo+3Pl23W/o/tlxH+HKv7/VY+ON6EUcDZL0pFLTuq6XfnyjY7Y9yNI0L01lX758+TUp6PYgS4MuDSQ1nVhT5XR+ks6j1v2j/cRej3d6f01HvNG+MSX2fZBz8GjfT2mQpCf8rpZk17RBvbCsBcD0ZFqDTE2LtM9ZsbdbP1/XuxB0K3Ns9LwgLdzsO+N4H1fY+z2l1+58ETK176/9MZ3PzzR4dudcJzX0c6sDCfoZ1eO2TimZNm1aqoIs+/HdU+35XyCU2nPUlPZRep5tn4bieLvzxX9P5TFBlp4c3mz9pls5SGlUnNoD/q0+pjfQK1/2K4Oa1/zOO++YfFe9Mqa55XqQVnq7zjVIyc1yuq9H15NxXlPmev17o7ldSk8iUjoZ0MBWAxLdeTruWPVETr+cN7v6lhJ9TPsVNOcTE71NP8POtG3OOwhXaP6+5tvr1Wot/KI7ew0mdP6U/T2yH8y3b99urtbq6KmeyGhgpiM7enJhv68eoK8XON8sgPBlznntmuutgZvOn9Tvh84H0RM0veLoeLUto/B9zZjvqyuP6UxvS2m/ovsAvcjmzolkao43qT223eq/Tyv63UrNPvFm7dLvp47O6UmpBiL6HutoqI4c6XfVvs+zL06q89V0HogGPbo/1ZEavU2PY3pfPU5oMJOSmx2H0ou2UYst2PdDeuKtc4+03Rqgarv19emIfkr95e4x2l506XoXPhzp59pxJMnV74we01wdxXKVp76/SotTaQBon0Oo85L0Ip+O4KQ0t8yRXjxNzZws/RzcymchowSl8BnO6P2TzwZZN6Kpg/ol0asR9ivY9knmenXeXkHvVqVHKpS2TYeinVNFHCsb3uzf68lzStVa7H93l+78dFhcNw1GdIK2TkTUIMt+dVGvGF5vlMHdftMUTz3xvxl9bTercqUHWN1x2q9a2tkDQy1WoKN0dvq7fpauFzjeiONjOp6gacql7hBTKkOro0+aouIuPTnQVFhdpNWRfu6dT1T0SqnuoHXTg6MWJdH3U9NK9SCio0G6Q77Z+6nvvaaSaupNelUbSi39DOgInRbecBzNcv78a5v1fdX02Ru9t3o10nnRbO2rlE4A9OCvaca66UUBPTnUlJEbBVl8X737+3ozekVWR3j1MTXwdfwMaeqS422O+wDH4xbShgZMOjqixTwcr4Dr8TYlWvRHN90n6omtFr7SNGn9Puv+Q/czOjLgajBs3wdd7zit++lbWVhYK8vqpqn7WjhG26gXezTFWtutJ5s66qWj7ml5nNbjx6JFi256P71od6MqyTrlQ48/+p1xpgXB3PluO/a7PevGkfN7kdr31/6Yen6mfWqnF2bTa2RXi7foBU77FAo9fuv5kaY43qxglk4NSE0ml472pme64/UU/1/Gkj+Xg/fYEu6O7Add59XK9eqV0rVV0oLuCJ1Lo94qza/Vk1Wt/manJw2aHpna1647Ik2HsNPUA0350nx5d9Kj9ETb+XXqVR69Cmsf0tdUAd0xaUCU0qiT40rt9gOI88nr9Whaolaqu9l2vatOjrQMsR5kdP0NR1qJRk+Sncv56u8a7LrzmdG5A3qSqH3vePVIH1MPYFrZz5H2sV5t1Wp37tKrOM5XbHTnqxWbHDkPnesVXf1s6L/Vz58+jqYj6AhXSjs8x/dT76d561p5yeqrR/r51752boteqdY+1wsCStN/dIRPrwA6jvA5t1k/05oj7sj5/UypP/UqoKaQpJTy4txevq/e+X1NDQ0M9SKFlszWwN9O51LoflKrgDrTtKVb2QcgZfYr3I7fb93nagVcR3py7Lzfsp/Y27/PGhzrZ0SzBZzpHJ0bHdv0YqU+ns4rc7yf7md19MnxooErdO6ZPrcjDbZ0P2dvtwZC2g96Uu78GvV3x/2Yq+c3OoqWmuO0zkW7GT2maJaFY1l5nf+klYlT+s6khmO/O74ubZNebHOU2vdXR0b1IorzfiilY2Fa0GOF7h/so1hKL8jo+6wpgzej50ipeY/sFaczWq5cuczFSa2ceODAAa8cifKLkSwdCdCrJXqw1C+D5ljrh1O/XHpydbOiF6mlgYV+sDUPWq8Q6ImVlvG8Fdo+vYqqE/X16oge9PXKmw7Fp+bqkk7q1MnNejKpqQJ6IqKvW6+O6gmzO4Un9ORAh6H1JEP7Vl+nXuXRogn29Qf0cTVFSp9XT1b0ar5ekdKTe71SqCNceiXRMXdby8RqyW8d/dB+u97Vu7Sck6VXfzRlUNvvuNinXq3SHaruvHQnrsGuljDWkyO9kuk4QVnXodHPUGqu9mj6pObFa+60vlY9kOoOWK+GOl+t1jbpjkTn9rhLSyxr4KD9rydqWkJad6zO/aft0TmKeqVO5zRqKX5tl56c2keAtCyqvnc6x08LsWgQpp9D3clrW+2fSd0ha464fg/0e6ZppRrY63101PNmr0dHH/Uq4M2ucKaGfo70vdHPlj6ufl71xEXTZzRl0j7iqgGQ3kffc22vnnxoCop+pvXigabYKH2f7Aug6iRoLc+r6UPOo4LaNzp3w77OkV6FtS95cCN8X73z++rKZ1bbo99FPQ7paJiOiul+U59D5+450mBSv1e3sg/wdPo90RGPjD5p0v7Wi0m6j9Dy3Brk6sVMvWDoODKtx0tNndblTnR/occ/vZ8ew+wBkL6X+hi6n9ARSX1sPY7pKIle1NJ5sTcKyvVzpsdKvYigk/TtJdw1KHd3BEELY+n+Rr8POkqlwYAG8/YLZkpfj45oabaCfob1fEP393p+oFMB9POp5a7dOb9JqzlZSotvaD/q91aLIOh7pX2mwYQe29yl75ce43S/oimg+l2zrxfpeHE4te+vHju1ffp91v2Gfp/1GKHpmHqMSO1ooL1UvAb8N1pbS4M5/YzoqKojHc3SkUsNTJznKaXXnCwtta7npkrPVTVwtRek0uOuu+fCH374oXl/NFNKP4+6n9XPqhas0/fC59ksltryl3FxcbZXXnnFlA8PCQmxFSpUyJSadS79eb0S7s4lHVMqy37x4kVb165dbVmzZk1WAvR6JdwzZ858TTvtpSgdablafVwtY6mlsnv16mVbunSpuZ+Wq7+Z3bt3m5LV2q7w8HBbrVq1bPPmzbvmfqkt4a6l7LV0qpap1jbp69D/Hj9+/DWPqWVk77nnHlM6V0vtap907NjR9scffyS732uvvWYrUKCAKT/qSjn3tPDkk0/aSpYsmeLfJkyYYCtTpowtNDTUVqJECdt77713TRnyuXPnmjZ//PHHqXo+LQmspWO1P7TE6PPPP5+stLJdp06dbLfffnuqHvNGJdwHDx5sytRq2dL69evbli9ffs3nXEsha6lU+/ukr1Xf43PnziV7vGPHjpnPiH5/9Huk5ZvvuOMO00/OpZGfe+65pO+b3k8/g/pZvNnnS8sH623Dhg276evWz9PNSqXrkgUDBw605c+f37RFlxbQ53N+H+3l53UZBe2DbNmymT767bffkv6u5d2feeYZW86cOW2ZMmUy5Z61DLxz+WwtGa/fM/3Oab+XLVvWlENO6X12xvfV+76vrnxm7SWh69WrZ/bHWmJev1OOZdDt9LNWuHDhFD+rrpZwT03Zb8djkB533Fne40ZlkFMq4a5LlqRUut5ZSu1y5X721+t4bJkzZ46tcuXK5n3QJU3eeuutpCUo7Pdbu3atKXev74N+BrRM9l133WVbvXp1ip8/fT36nddjY6VKlWxDhw61HT58+KavT5eh0f2z/tuoqChb27ZtbVu3bnX7vdyzZ48pY6/fA3192bNntzVp0sQ8jzNdKkaPNXos1033V/p+a7n8m53fZJTNmzebJU10v6tt6NatmymZfivlwe2vXZdJ0fe2fPnytpkzZ5rvUUqvLzXvr5YOf+GFF8xnWu+ny+38888/5tjap0+fax4zpfduzJgx5jYtEX89p0+fNo+v+0NnuiTJrSyN4g7763CnTP/N3qPNmzebJRjs57C6j9c+vtl3/nrn2ddbSsITS7hbHmT5K/vaHUuWLLG6KV5PT2r15Dulg09qaDCiJ183WqvDVUeOHDE7E13nKTX0s6Dt0J1MSmu/eBo9adS26gmM88Fg3LhxZseYmgMo/I8nfl/T4zOr7dMTNcc1Em9ETwp1PTD9XukJsSfRAFLbpYGl48mN3q7rCo0dO9bS9sF32U+c9Viqn0G94J7RdG0m5/Ua9WK1tsceUDkGWbpmnq7F5y+sfo/i4+PN89rX1fSkIMsr5mR5O+d1DDQ3WIe0NV1Bh1BxazR1TlM0NB3OHZpCpxX80rLCkc4f1FQIV9KENH1Cc5hTO1/PSppKoG1N6fOr/amprZp6AXjD9zU9PrOaKqQpSc7rPd2IFmLQ75UuyeBJdPkCbZcWXnCk8xs1jdxxHUggPWgqpH4G0zvFLKV1p+z1ADQ11k6rWGp7nNeT1GummtLsvPajP8io98iZTqPQ59Xn9zQBGmlZ3Qhfp/n/+sXVfG2dsKpl0vVgpeW5NZca0Dkqdpp/f6M8bE+g8wP0QOJNbQY8ma75ZD/B03LkKa27ZBWdr2FfS0jn8miVPiAjaOESx0I5OqfYed3EtKTzqXTT+Xr6WV+yZImZF6/zuHT+rmOxKJ2vlVHt8mQZ/R450/l3uqyBnVZrvN6aaBmNICsDaLlYnUipkwl18T2dpN+3b9+bTqIHAABAxtBCUFoxUUdjtMKjjm5roREdmfKGtabgWQiyAAAAACANMScLAAAAANIQQRYAAAAApCGCLAAAAABIQwRZAAAAAJCGCLIAAAAAIA0RZAEAAABAGiLIAgAAAIA0RJAFAAAAAGmIIAsAAAAA0hBBFgAAAACkIYIsAAAAAEhDBFkAAAAAkIaC0/LBfEFiYqIcPnxYIiMjJSAgwOrmAAAAwMfZbDa5cOGC5M+fXwID/38M5OrVqxIbGytWCw0NlfDwcKub4VUIspxogFWoUCFr3g0AAAD4rYMHD0rBggWTAqxiRbLI0eMJVjdL8ubNK3v37iXQcgFBlhMdwbJ/yKOiolzpSwAAAMBl58+fNxf57eehSkewNMDav6aoREVaN8Pn/IVEKVJjn2kPo1mpR5DlxJ4iqAEWQRYAAAAySkpTVbJEBpjNKonC9Bl3UPgCAAAAANIQQRYAAAAApCHSBQEAAAAPlWBLlASbtc8P1zGSBQAAAABpiCALAAAAANIQ6YIAAACAh0oUm9msfH64jpEsAAAAAEhDjGQBAAAAHirR/M/a54frGMkCAAAAgDREkAUAAAAAaYh0QQAAAMBDJdhsZrPy+eE6RrIAAAAAIA0RZAEAAABAGiJdEAAAAPBQrJPlnRjJAgAAAIA0xEgWAAAA4MEjWQlis/T54TpGsgAAAAAgDRFkAQAAAEAaIl0QAAAA8FAUvvBOjGQBAAAAQBpiJAsAAADwUAk2m9msfH64jpEsAAAAAEhDBFkAAAAAkIZIFwQAAAA8VOL/NiufH65jJAsAAAAA0hBBFgAAAACkIdIFAQAAAA+VIDazWfn8cB0jWQAAAACQhhjJAgAAADxUgu2/zcrnh+sYyQIAAACANESQBQAAAABpiHRBAAAAwEOxTpZ3YiQLAAAAANIQQRYAAAAApCHSBQEAAAAPlSgBkiABlj4/XEeQBQCQ2NhYuXDhgtkuXryY4n9fvnxZEhISJDExMcUtICBAAgMDU9xCQkIkS5YsEhkZmbQ5/q7/rZveFwAAb0eQBQA+JiYmRo4cOWK2w4cPJ/t59OhROXfuXFLgZA+kNMi6kdDQUMmUKZMEBwdfE0AFBQWZAEvZAy7nYEwfX5/HZrvxgiuZM2e+JgDLkSOH5MuXT/Lnz3/NT/0bgRkAX5Zo+2+z8vnhOoIsAPAiZ8+elZ07d8r+/fuvCaDsP0+fPp38HwUFSVB0lARFRZotMCJCAnNES0D+3BIYFiaZw8IkMjzM/HdAWKgEhuvP8P/9DP3v9uAbHy7sx2ANtYL+tznLlpgotrh4scVclcSrMWKLiZXEmJj//XeM+W/b1Ri5EhMjl2Ni5Kj+fvmCJJw4Kgl/L5eE8xck8eKlZI+pQV/evHlTDMB0K1GihBQrVsyMpAEAkFEIsgDAA0eidu/eLTt27DDb9u3bk/77+PHjSfcLCwtLFliULVvW/HQONqp/MzFppMlKAYGBJmiTsFAJinLvMWzx8bL4nq7JgkrH/162bJn56dhPGogVL15cSpcunbSVKVPG/NQ+8oS+AQD4FoIsALCAps0dPHgwWQBlD6h0lEpT7FRUVFRSYNCsWbOk4KBo0aKSLVu2VAUIvhRE6Iha4cKFzXYjcXFxJtjatWtXsv6dM2eO7N2716Qz2tMTUwq+NGDVVEUAsFqCxYUvrHxubxZgu1mCvJ85f/68REdHmzkLenIDALdKd7P79u2TNWvWJNvsaX2aylayZMlkJ/vPb14rIblzSWBkFp8KkjyBjobFnzotccdPyjOlKyQLdDUwU9rn+j7UqFEjaatWrRrHBQAZdv5pv+3vLXklS6R1RYEuXkiU2hX+m8/LuXHqMZIFABkYUBUoUMCcsD/11FNSvXp1KV++vBmV0ZQ2R6+PHcX7ko6jYSF5cpttcP/Byf6mhUA02Nq0aVPSezdr1iy5cuUKgRcASzCS5Z0YyXLCSBYAV+hcIJ0HdL2A6nT2aAktVNBsYYULSBAj5F7HlpAgcceOS+yBQxJ78F+JPXhIYg8dFltcnAm8SpUqJTVr1jTBs/6sVauWhIeHW91sAD4ykrVsSz7LR7LqVTjCSJaLGMkCABdoOtmff/6ZtOmoh/MIlT29TKveFWVEyusFBAVJaP58ZpM6tyUFXvOatk4WXNtHvLQgSd26daVJkybSuHFjqV27trkNAOA/CLIA4AZ0XalFixbJwoULTVCl83dUuXLl5I477pDXX39dbr/9dlOlDv4VeFWqVMlsvXr1MrfFx8fL5s2bkwLw9957T1566SUzqlWvXj0TcOmmI10EXQBSK9EWYDarWPnc3ox0QSekCwL+TUt/O45U/fPPP+Z2rTpnH5lo1KiR1Pn+K6ubCg9nS0yU2Q2am8+RBul//fWXSbeJiIgwQZf983TbbbeZxZ4B+K8bpQsu2Zzf8nTB2yseJl3QRYxkAfBrWup78eLFprT3b7/9Jlu3bjW3a2U5PQF+8cUXTVDFSBXcWRdMKxLqNnDgQFM2fv369UkB/Ntvvy3PP/+8ZMqUSerXry+tW7eWdu3amTW9AADejZEsJ4xkAb7v7Nmz8vPPP5vA6qeffjJX53ROVatWrczowtA9/0hw1mirmwkfp/O6Yv89LFd37JbaV+PNaFdsbKxUqFDBBFu6aWphYKB1V7ABWD+StWhzActHshpV/JeRLBex5wbgF/bs2SMffPCBmUeVK1cu6dKli2zbtk0GDBhgihbowsCffvqpdO3alQALGTavK6xwIYlu1tgE/SdPnpQZM2aYCoUTJkwwxTN0BPWhhx6SH374QS5dusQ7A8DjaWp027ZtJX/+/KYC6+zZs5P9Xeex6u2OW8uWLZPdR6v0duvWzQScWbNmNfvBixcvijchXRCAT0pMTJSVK1fK3LlzzYiVFiSQ4CAJL1VSou5pKxEVy8vpbFllsohMXrZARDfAIsmqUNasKJmrl5fgvfvlyqYtMuXHeTJx4kRTQKNZs2bm5OWuu+4yJzAAfF+CBJrNuud3jV4QqlKlijz44INyzz33pHgfDaomTZqU9LtzMSANsLSar6bxa1p/79695dFHH5VvvvlGvAVBFgCfodXddIesowHz5s2TY8eOSY4cOaRNmzby8ssvy8C9/0gg6xfBS+ZzhZcoZrZsHe6SuOMnZFB0bnPBoG/fvvLYY4+ZghmaUti5c2cpWbKk1U0GAENT71u1anXD3tCgSpc5SYkWnNLR/VWrVpmRfTVmzBgzb3XUqFFec4GJdEEAXs1ms5kRqyeffNLMq9KdsBay6NGjh/mpgdYXX3wh9957LwEWvFZI7lwyePBgs5yAVsCcMmWKFC1aVN566y2zGHKdOnVk7NixcuLECaubCgA3pcV/cufObSr36oWjU6dOJf1t+fLlJkXQHmApHcXX+al///23eAtGsgB4pV27dsnXX39ttp07d5q5K927d5dvgxPlasH88l1AgHy3foWIboAPuGZh64a1JFudqhK+aavkOnnOVDDUOYYtWrQw34X27dubyoUAvJvN4nWy9PnthTicR6PcWfOvZcuWJo2wWLFisnv3bnn22WfNyJcGV0FBQWZ9Sg3AHAUHB0v27NnN37wFI1kAvIZepder9VoQQK/ea9qArjekKYJauGL06NESWqiAmUQL+IPA0FDJXKOqmXuo8xc+/PBDUz1TC7jkyZPHjOj++uuvJpUWAG5FoUKFTLVD+zZixAi3Hqdz584m1VkXc+/QoYNJ79fUQB3d8iWMZAHwaJcvXzaV1XTESnO0NYAKKVtKcvbqJhGVysufoaHy57b1IroBfirZKFeXuyV/swZyac06+faXn+XLL780cx/0xEZHuKpXr86FCAAu04uZ9vLyyp1RrJTo2oA5c+Y0GSpaAVj3V5oW7UgvFGnFwevN4/JEBFkAPHKe1ZIlS+Szzz6TmTNnmrKtOnqlV+k7duwoNadqTUAA1xOSK6dkbdlcols0k9iDh6RTbIB8++238v7775s5EDrCpSWRdbQLgGdLkACzWfn8SgMsxyArrRw6dMjMydK0f6XHex2R1+VVatSoYW5bsGCBqRpcu3Zt8RYsRuyExYgB61y4cMGMWI0fP142bdpkKqadKFNcMteoZk4aAdza4sdXd+ySS6vWSuLmf8yVYS0I8/jjj8vtt9/O6BbgoYsR/7qpiGS2cDHiSxcS5c5K+1O9GLFeGN21a5f572rVqsm7774rTZo0MXOqdHvllVfMvkdHpXRO1tChQ83xX4/79tExnaOlhas+/vjjpBLuWgjDm0q4MycLgOW2bNki/fv3N9UB+/XrJyVKlDDzSLZv326uxhNgAWmz+HFEuTKSs0cX+ffff+Xtt982V4obNmxo1rTRkxk90QHgWRJsgZZvrli9erUJrnRTgwYNMv/94osvmsIWGzduNHOySpcubUbUdbRKqwE7ph/qBdeyZcua9EGtGqwXgnSRdm/CSJYTRrKAjBEbG2tWgddRKy1LrWlLjzzyiFlsUCfXXreiGoBbtq//EPNT0280DUe/hzr3MXPmzCaVUEsqV6hQgZ4GPGAka/7GYpaPZLWqvDfVI1n4D0GWE4IsIH1p7rVejfr0009NKVa9ir61eCHJVKWiBAQzTRSwSvyZs3Jx2d8Svm6TSdNp1KiRSSXU6l+hoaG8MUA6IsjyPaQLAkh3erX8999/N+ti6AKq7733nvlvzb/WUSwtQU2ABVgrOFtWydqmhRw4cECmTp1qCtB06tRJihQpYtJ89AIJgIyXKAGSKIEWbiyL4g5GspwwkgWkHZ2sqpNU33rrLfnnn3+kYsWKcrh8Kcl8W3UJDA+nqwEPF3v4qFxYskxk3Sa5cuWKqe45bNgwqVy5stVNA/xmJOvHjcUlc2SQZW27dCFB2lTeQ7qgixjJApAua1uNGTPGVAfs1auX+akjVjrZNbJBPQIswEuE5s8rOTreI4cPHzbl35ctW2aKZNx1112ydOlSq5sHAB6LIAtAmtF1Ld544w2TEjhw4EBp0KCBCazmzJlj5l7pQsIAvE9kZKSpALpz506ZMmWK7N2711T70u/1/PnzTWohgPRdJ8vKDa5jljmAW6YFLHSe1UcffWSqBj744IMyZMgQs4q7qQ646Bd6GfBizlU+bY/1lNlFysiIESNMeeWqVauaNML77rvPlGgGAH/HSBYAt+3Zs8eUetaRKw2wtBLZvn37TDloDbAA+KaAwEBp3769LF++3JSAz5Url3Tu3Nmsa6OVQ2NiYqxuIuAzvG2dLPyHwhdOKHwB3JxWBRw5cqRMmzbNrN4+YMAAE2BV/eozug/wUzEHDkr9Pf/KzJkzJV++fGYB0scee0yyZMliddMAry58MWtDKcsLX9xdZSeFL1xEaArApeBKr15rZbElS5aYifA6cvXss89K1qxZ6UnAj4UVLiTff/+9bN26VVq0aGHSBwsXLmzmaV66dMnq5gFAhmIkywkjWcC1NJDSdXK++uorCcqRXaJbNpPMNatJAHMvAFxH/Okzcv6PRXJh6QoJypxJxox8Sx5++GEJCQmhz4BUnH/ab5uxobTlI1n3VtnBSJaLGMkCcF0nTpyQp556SkqXLi2//vqrjBs3TvI/N0Sy1K5JgAXghoKzZ5Ps93eQAi8MlfAypaRfv35Srlw5s9CxLlAOAL6MIAvANS5cuCCvvPKKKV4xefJkeemll2T37t2myEVAMEVJAaRecI7skrNHF9mwYYMJsrp06SI1a9aUX375hdLvQCokSqAkWLjp88N19BqAJFoR7MMPP5QSJUqY0sw6aV0rCH4aHSYVJn10TRlnAEittot+kU0tGsnixYslIiJCWrZsKU2bNpW///6bTgTgcwiyAEhCQoJ8+eWXpvyyLiJ81113yY4dO2TUqFGSI0cOeghAmtFFjLVwji5SrinJderUkXvvvVe2bdtGLwPwGeT9AH7MZrPJTz/9JMOHDzeVAzt06CA//vijtF7wkyyY853VzQPggxxHxG2P9pAcq9bKmsUrpEKFCtK7d295+eWXpWDBgpa2EfAkVq9VlWCzWfbc3oyRLMBPbd682aTq6KiVrnWli4rOmjVLypcvb3XTAPjRosZaSGf79u0yevRo+eGHH6RkyZKmmunly5etbh4AuI0S7k4o4Q5fp+Vh9UrxmDFjzNyrs01vl/DyZSUgIMDqpgHwc4lXrsq53xfK+QWLpEiBgmYtPl2bj/0T/LmE+9T15SWThSXcL19IkM5Vt1LC3UWMZAF+lBqo61yVKVNGJkyYIK+//rps3LhRIiqU4wQGgEcIjAiXbG1bSf7hg82o+t133y2tW7eWnTt3Wt00wDJa3c/qDa6j1wA/oMFUo0aN5IEHHpCGDRuaCebDhg2TsLAwq5sGANcIyZ3LzA+dPXu2/PPPP1KxYkV57rnn5NKlS/QWAK9AuqAT0gXhS86ePWvWuNJFhEuVKiWn72ggEWVLW90sAEi1xNhYOf/bQjn3+59SOH9+ee+998wIFymE8Jd0wS/XVbI8XfCBaptIF3QRI1mAD0pMTJQvvvjCpAZ+/vnnZs0rXQiUAAuAtwkMDZWsbVpI/mcHS6VKlUy5d11jS5eZAABPRZAF+BgNpjQlsFevXqZ6oFbtGhcRIKUnfGh10wDAbSG5csrmlo0l16O9zRwtTSF89tlnSSEE4JEIsgAfoWkFTzzxhFSvXl3OnDkjCxYskG+//VYKFChgddMAIM1kqlRetmzZYuZoaepguXLlZObMmfQwfFaCBFq+wXX0GuADfv31V3NVd/LkyfLOO+/I+vXrpUmTJlY3CwDSRUREhJlvunXrVqlatapJIezYsaOcOHGCHgfgEYKtbgCAWxu9Gjx4sHz22WfSrFkz87PR3Ony4Scf0K0AfFbRsaOS/tvWvIHkzBElC+b+bMq+jx8/Xu6//35L2wcAjGQBXj56NXXqVPnkk0/M70WKFLG6WQCQobTKYOYaVc2oli5VoSNajGrBlyTaAi3f4Dp6DfDC0atHHnlEWrRoIScyhUv000/Km7Hnpdi40cmu7gKAP6n13RRZ1ai25OzVTWb89KNUqFBBvv/+e6ubBcBPkS4IeBEdrXr44YdNYQsdvXoj5hxrxQCA06hWeKkSUmvNZpM2qKNaY8eOlVy5ctFP8EpWF59IEJtlz+3NGMkCvGz0Ste+so9esRgnAFwrKCpSVjeuY0a1vv9xHqNaADIcQRbgRXOvPv74Y/N7cPZsVjcLALxiVCv/s0OkQYMGZlSrU6dOVCAEkCEIsgAvGb3avHmzPPbYY4xeAYCLo1o6N0vXDfzjjz/MqNaMGTPoQ3iNRE3ZswVYtunzw3XMyQI80Jo1a8wV12PHjkn2TvfIjvp1TGl2AIDrtDCQihjUT05/N1Puu+8+M7/1gw8+kEyZMtGlAPx7JOuvv/6Stm3bSv78+c3V/NmzZyf7u81mkxdffFHy5ctnFirUdYN27txpWXsBV+ln+MMPP5S6detK1qxZzaLCkbfXZfQKANJoVCvnQz0kR9f75euvv5ZatWqZ0u+AJ0uUQMs3uM6reu3SpUtSpUoVGTduXIp/f/vtt80Jqs5b+fvvvyVz5swm1erq1asZ3lbAVadPn5a7775bnnrqKenXr5+c6Haf3DF/Fh0JAGlIL9JmqVtLsg58XHacPik1a9aUiRMnmotcAOCX6YKtWrUyW0p05/j+++/L888/L+3btze3TZkyRfLkyWNGvDp37pzBrQVSb9myZeYzevHiRfnhhx+kXbt2Mos1rwAg3YTmyyt5hzwpLf7ZKw899JCZr6UXaSMjI+l1AP41knUje/fulaNHj5oUQbvo6GipXbu2LF++3NK2AdeTmJgoI0aMkIYNG0rhwoVNeqAGWACA9BcYGiqffvqpfPPNNzJnzhypXr26rF27lq6HR0mwBVq+wcdHsm5EAyylI1eO9Hf731ISExNjNseKbkBG0KIWPXr0kN9++02GDx8ur7zyipT8+H06HwAyUNH/ZQ2sW7fOFBzSObGjRo2S/v37Mx8WgNv8PjTVUQQd8bJvhQoVcr83gVTStJSqVauakatffvlF3njjDQkO9plrHgDgdUqWLGlSt/v06SNPPvmk3HPPPXLmzBmrmwXAS/lMkJU3b96k0QFH+rv9bynREYRz584lbQcPHkz3tsJ/xcfHywsvvCDNmzc3a7WEPvWYPLJ9g7mSar+aCgDIeLoPLvPpGPmhVCHJ9XBPmfPrL+ZiGFMOYLVECbB8gx8HWcWKFTPBlI4QOKb+aZVBHfq/nrCwMImKikq2AenhyJEj0rRpU3nzzTfltddeMyNYQXzeAMDjZKpSUfI9M1AKFiwoDRo0kHfeeYfqgwBc4lX5SVp5bdeuXcmKXWi6Vfbs2U3RgAEDBsjrr78upUqVMkGXjhjomlodOnSwtN3A6tWrzedQC13keuIx+TQ6TD796D06BgA8VHD2bHKoYzvJnClMhg4das43PvvsM7MOJ5CRrC4+QeELPxjJ0hPVatWqmU0NGjTI/LcuQKx0J/jEE0/Io48+KrfddpsJyn7++WcJDw+3uOXwZ1q1Sq+EFihQwHyGw0sWt7pJAIBUCAgKkmztW8u0adNk1qxZZl9+6NAh+g6AbwVZjRs3NsP1ztvkyZOTFhh89dVXTTVBXYD4999/l9KlS1vdbPiphIQEM+evW7ducv/998uiRYvMyCoAwLt07NhRli5dKsePHzcXcVesWGF1kwB4OK9KFwS8hc4H7Nq1q8yfP9/k8g8ePFiKjRttdbMAAG6wFyay9ektJX76Qxo1aiQTJkyQnj170p9IdwkSaDarWPnc3oxeA9KYzhusU6eOLF68WObNmydDhgxhrRUA8AFBUZGmwNYDDzwgvXr1MhfQtGosADhjJAtIQ5qiqmkluXLlMpUtW/4+T2TsFvoYAHyElnm3VSkjH374oQwcOFA2b94sU6dOlWzZslndNAAehJEsIA3o3EA94LZs2VJq1apl8vXLli1L3wKAD9I54FpoS4trrVq1SmrXri3btm2zulnwUYm2AMs3uI6RLOAWxcTESL9+/eTzzz+XqKYN5Z9WTaTa15/TrwDgB/O0Ip54VPZNmCTlq1WTH2fOlFatWlndNAAegJEs4BYcO3ZM7rjjDvnyyy9Nlctsd7c1JX8BAP4hJFdOyTvoCQkvUUzatGnDwsVIc4n/K3xh1abPD9fRa4Cbdu7cKXXr1pXdu3eb8uxUmQIA/xQYES65Hu0lzzzzjFmz8/HHHzfLeADwXwRZgBt0UeH69etLaGioBPV9UDqvXpKUOgIA8D8BgYHybYEckr3Lfaa8uxZB0jU7AfgngizARb/99ps0adJEihcvLkuWLJHg7FSUAgD8J7JebZk5c6b89NNPphjSuXPn6BrckkRboOUbXEevAS7QMr2ac9+gQQM5fH87qTl1Mv0HAEjmqYM7JbrPg7J45UqzcPGRI0foIcDPEGQBqfTBBx9Ily5dpHPnzvLDDz9IYFgofQcASJEWwsgz4HE5efKk1KtXz8zjBdyRIAGWb3AdQRaQijWwhg8fLgMGDJCnn37aVBEMCQmh3wAANxSaP68sW7ZMwsPDzTxenc8LwD+wThZwA3FxcfLoo4+awGr06NEyaNAgClwAAFKt4ZzvJKFXZyk+a740btzYzNe688476UHAxzGSBVzH5cuX5e6775avvvrKrIOlARYAAK4KypxZ/vjjDzM/S+f1fvPNN3QiUs3qohcUvnAPI1lACk6dOiVt27aVjRs3yty5c6XPrs3yPCXaAQBuqjDpI7Hd2VC65col3bp1k+PHj5s0dAC+iSALcHLw4EFp0aKFnDhxQhYsWCC1atUSGbuZfgIA3JKAoCCZNGmS5M2bVwYOHGiqDo4cOVICAigsAPgagizAwb59+8waWFrsQtfAavHbXJGVf9FHAIA0UWzcaJGCOSXb3W3l7bfflkuXLsmYMWMItHBdCf+rMGjl88N1zMkC/mf37t0mXz4oKEj++usvKVOmDH0DAEgXUU0byoQJE2T8+PHSt29fSUxMpKcBH8JIFiBi1i9p2rSpREREmBTBggUL0i8AgHT1yCOPSHBwsDz00EMSHx9vgq7AQK5/Izmri09Q+MI9BFnwe9u3bzcBVmRkpAmw6s2k6hMAIP0V/V9BpS+++EJ69eolCQkJ8tlnn5mMCgDejSALfu2ff/4xAVb27NlNeV2djAwAQEZ64IEHTGClP3VES9dmJNACvBtBFvzWtm3bTJGLXLlymQCr1ndTrG4SAMCPR7Sy9+wq30751hRf0tEtAi2oBFug2axi5XN7M4Is+KUdO3aYEaycOXOaFEENtAAAsFLm6lVkfKt20qVLFzNXa+LEiczRArwUQRb8zq5du8wIVtasWc0I1m3TvrC6SQAAGE8f2y/ZuneSL7/80gRaFMMAvBNBFvzK3r17kxW5yJMnj9VNAgAgmcw1q8l7zVpJjx49TMrgRx99xIiWH7NJgCRauE6WPj9cR5AFv7F//34zghUeHm4CLIpcAAA8Vffu3U0RjAcffNCMaI0dO5YFiwEvQpAFv3DkyBEzgqVXBCnTDgDwlmIYmi6o62mFhYXJ6NGjCbT8EIUvvBNBFnzeuXPnpFWrVhITEyNLly5loWEAgNd4+OGH5erVq/LEE0+YDIyhQ4da3SQAqUCQBZ+mB6YOHTqYVMElS5ZIo7nTrW4SAAAuj2hFt7hDnnnmGTOXuGfPnvQg4OEIsuCzEhISTE77ihUr5Pfff5cKFSqILJxvdbMAAHBZdJsWcn+hYvLQQw+Z5UfatGlDL/qJRFuA2ax8friO1cXgk3Qhx/79+8vs2bPlu+++k/r161vdJAAA3BYQEGCqDN51111y//33mwuIADwXI1nwSa+99pp8/PHH8tlnn0nbtm2T0i0AAPBWJT9+XxIb1pYap06ZkSxNgy9XrpzVzUI6S5BAs1nFyuf2ZvQafM4nn3wiL730krzxxhsmrQIAAF8RGBoic+bMkXz58kmLFi3k0KFDVjcJQAoIsuBTZs2aJY8//ripwvRJZIgZwWIUCwDgS6p9/bmc7Xy3SSFs2bKlnDlzxuomAXBCkAWf8ddff0mXLl3kvvvuk/fff5+1RAAAPis4a7T88ssvZh1ITYu/cuWK1U1COhe+sHKD6wiy4BM2btwo7dq1k9tvv11W1Kkmxce/a3WTAABIVy1/nyehvbrKspUrpXPnzhIfH0+PAx6CIAteb9++fSZdonjx4jJz5kwJCKGeCwDAP4QVKyK5HnpAfvzxR+nTp4+prgvAepyNwqtpHroGWJkyZZL58+dLVFSU1U0CACBDRVQoJxMnTjSLFBcqVMgUf4LvSJRAs1n5/HAdQRa8erFhnYN1/Phxiej/iNSe/qXVTQIAwBIvnj9uFix++eWXpWLFinLvvffyTgAWIsiC13rmmWfk999/l59//lke3rbe6uYAAGCp6BZ3yJ2ZoqRHjx5SsmRJqVKlCu+ID0iwBZjNyueH6xj/g1f64osvZPTo0RLV4S4CLAAARExV3RW1q0p89mxSo0ljk+kBWFHtuW3btpI/f37zmZw9e3ayv+u8wRdffNGs9RYRESHNmjWTnTt3JrvP6dOnpVu3bmYaSNasWc26pxcvXhRvQpAFr7NixQp59NFHzRcuslF9q5sDAIDHCAwLlVyP9BRbfLxZ0iQ2NtbqJsHPXLp0yYyijhs3LsW/v/322/Lhhx/Kxx9/LH///bdkzpzZLKx99erVpPtogLVlyxb57bffZN68eSZw03M/bxJgowxNMufPn5fo6Gg5d+4cRRQ80L///is1a9aUEiVKyB9//CFlPh1jdZMAAPA4V/fsldNjP5XevXubk1kdUYB3nX/ab3vsr3slLEuIZW2LuRgnnzSc4da5cUBAgMyaNUs6dOhgftewQ0e4Bg8eLEOGDDG36ePmyZNHJk+ebJYi+Oeff6R8+fKyatUqc86ndGpI69at5dChQ+bfewNGsuA1dKFF/ZKGhITIjBkzJCwszOomAQDgkcKLF5OPPvpIJkyYYH4Ct0qDPsctJibG5cfYu3evHD161KQI2mkgWbt2bVm+fLn5XX9qiqA9wFJ6/8DAQDPy5S0IsuAV9MrHww8/bIaONbdXr3gAAIDr07T6J5980mwLFy6kq3BLdHkADYjs24gRI1x+jKNHj5qfzudx+rv9b/ozd+7cyf4eHBws2bNnT7qPN6C6ILyC5u9+8803Mm3aNKlevboUHTvK6iYBAODR9FhpK55fmjRpIvfff7+sXLlSihcvbnWz4CKbLVASbYGWPr86ePBgsnRBMopujJEseDyd8Dh8+HB5/vnnpWPHjlY3BwAArxEQFGQuUGr6Vfv27eXChQtWNwleSgMsx82dICtv3rzm57Fjx5Ldrr/b/6Y/nStjxsfHm4qD9vt4A4IseLStW7dK165dpV27djIlV6S5KscoFgAAqVf9m4lyudPdsn//fnnggQckMTGR7vMiCRJg+ZZWihUrZgIlLV5mp/O7dK5V3bp1ze/68+zZs7JmzZqk+yxYsMB8bnXulrcgyILHOnPmjLnqVrhwYfnyyy8lIJCPKwAA7gjNl8ek3c+ZM0defvllOhHpRtezWr9+vdnsxS70vw8cOGCqDQ4YMEBef/1181nctGmTWTxbKwbaKxCWK1dOWrZsKY888ohJcV26dKn079/fVB70lsqCijlZ8NhCFzph9+TJk+ZKRmRkpNVNAgDAq911113m5Pa5556T+vXrm7WJgLS2evVqMw/QbtCgQeZnz549TZn2oUOHmrW0dN0rHbG6/fbbTYn28PDwpH/z9ddfm8DqjjvuMFUF7733XrO2ljdhnSwnrJPlGcaOHStPPPGEWVthwKFdVjcHAACfYEtMlOMffy6RJ8/Ihg0bJF++fFY3CTdZJ6v3nx0lNEuoZf0UezFWJjX+jjVkXUT+FTzOunXrzCJ1GmTZh44BAMCt09T7nA90MSWxu3fvLgkJCXQrkA4IsuBRtOqRqSCYJ5f8UCw/RS4AAEhjQZFZJPG+drJg4UJ588036V8gHRBkwaPmYfXt29csNJezVzcJCGHKIAAA6SG8dEmJbnGHKYLx119/0ckeTNfIsnqD6+g1eAydDKkTHSdMmCAhuXNZ3RwAAHxadKvm0qBBA7NUihaaApB2CLLgMeth9evXz1QU7NKli9XNAQDAL+Zn6cXNmJgY6dWrl8kogedJlADLN7iOIAuWu3z5snTq1MksUOdt5TkBAPBmBQoUkC+++EJ+/PFHee+996xuDuAzmPQCy+midLt375ZVq1ZJ+YnjrW4OAAB+o+jYUebnkCFD5JlnnjFrFtWqVcvqZgFej5EsWGrq1Kny6aefypgxY6RChQq8GwAAWOCNN96QGjVqSOfOnc0CsfAcCbYAyze4jiALltm1a5dZ7VvnYL16+TTl2gEAsEjpCR/KoVZNZd/RI/LII48wPwu4RQRZsERcXJwJrvLkySMff/yxBARwlQQAACsF58guObreL99//73JMoFnsLp8OyXc3UOQBUuMHDlSVq9dKxfvbi2Vp0zgXQAAwANkrlpZstSvLX2eeEL27dtndXMAr0WQhQy3ceNGee211ySqeRMJK1yIdwAAAA+Srf1dEpg5k1lWJTEx0ermAF6JIAsZniaoa3GUKVNGsrZoRu8DAOBhAiPCTdrgggUL5JNPPrG6OX7PrFVls3BjnSy3EGQhQ40YMcKMZE2ePFkCQlhBAAAATxRRtrQ89thj8vTTT8vevXutbg7gdQiykGE2bNhg0gSHDRtmysQCAADP9c4770iOHDlIGwTcQJCFDEsT7N27t5QtW1a+zJGFcu0AAHi4Sl98IlfbtpCFCxeSNmghm6YLWrjp88N1BFnIEKQJAgDgnWmDWerXIW0QcBFBFtIdaYIAAHivbB3aSM6cOUkbtIilRS/+t8F1BFnIkGqCpAkCAOCdAsPD5Qppg4BLCLKQ7mmCmzZtopogAABeLKJMKdIGARcQZCHdkCYIAIDvIG3QGom2QMs3uI5eQ7qnCb7wwgv0MgAAPpA2+Pnnn1NtEEgFgiyki3HjxpmRrJOtmkqZT8dQsh0AAB/w0D/rJEu92jJ8+HA5duyY1c0BPBZBFtLckSNH5MUXX5Q+ffpIWOFC9DAAAD4ka7tWEhQUJM8884zVTfELVlcWpLqgewiykOaGDh0qoaGh8vrrr9O7AAD4mKDMmU1hqy+++EKWLVtmdXMAj0SQhTS1ePFi+eqrr2TkyJGSPXt2ehcAAB/00EMPSc2aNaVfv36SkJBgdXN8WqIEWL7BdQRZSDPx8fFmZ1urVi158MEH6VkAAHyUpgva519//PHHVjcH8DjBVjcAvmP8+PGyefNmWblypRQf/67VzQEAAOmk6NhR5mfmOrfJ888/Lx07dpRcuXLR38D/MJKFNKEVhrRU+6OPPmrSBwAAgO/L2q61BAQEyLBhw6xuis+yuugFhS/cQ5CFNCt2cTE+Xn4slo9y7QAA+ImgLJkl4M4mMnHiRFm+fLnVzQE8BkEWbtnSpUtlypQp/5V0zZyZHgUAwI/oulmhhQpI//79KYKRDqwexWIkyz0EWUiTYhe33XabZKlbi94EAMDPBAQGSvb775a1a9fKhAkTrG4O4BEIsnBLtKLQxo0bTYUh3ckCAAD/E1asiKks/Nxzz8nJkyetbg5gOc6K4bbjx4+bikIPP/ywGckCAAD+S9fItNlsMnz4cKub4lOsThUkXdA9BFlwmwZYgYGBMr94AYpdAADg526b9oUENm8sn332mUkdBPwZQRbcsn37dlNJSMu2a2UhAACALPXrSHCe3Ixmwe8RZMEtmnNdoEAB6du3Lz0IAACMgKAgyXZXS/n1119lwYIF9EoasDpVkHRB9xBkwWWrVq2SGTNmyCuvvCLh4eH0IAAASBJRpaLUqlXLLFCsc7QAf0SQBZfozlJ3mhUqVJAHHniA3gMAAMkEBASYIhh6UXbmzJn0zi3SMDVRAizbCJPdE8wnH6747bffzPD/Dz/8ICU+eo/OAwAA1+i9ZY2Elyttphe0b99egoM55YR/YSQLqZaYmGgmstarV0/atm1LzwEAgOvK1ra1KZQ1efJkegl+h8sKSLXp06ebkqx//fWXSQUAAAC4ntBCBaRz587y8ssvS7du3SQiIoLOcoPVxScofOEeRrKQKnFxcWZdrNatW0uDBg3oNQAAcFOvvfaaHDt2TMaOHUtvwa8QZCFVPv/8c9m9e7eMGDGCHgMAAKlSsmRJeeSRR8z5w9mzZ+k1+A3SBXFTly5dMuXadai/3V+/iugGAABwE0XHjpL4AjklJiZG3nrrLS7WuoF0Qe/ESBZu6sMPP5RTp07Jq6++Sm8BAACXBEdHyYABA+SDDz6Qw4cP03vwCwRZuKHTp0+bK0/h9WpJkx9n0FsAAMBlX2YNl5iAACnT8V56z82RLCs3uI4gCzc0evRoiY+Pl+g776CnAACAWwIjIiTqziZycflK2bdvH70In0eQhes6f/68jBs3Th577DEJioqkpwAAgNsib68ngRHhMmrUKHoRPo8gC9f10UcfyeXLl2XQoEH0EgAAuLWTzrBQiWx0u6lYrGXdkTpWpwqSLugegiyk6MqVK/Lee+9Jz549pUCBAvQSAAC4ZZEN60twcLApggH4MoIspGjy5Mly4sQJGTp0KD0EAADSRFDmTGYagk5HOHfuHL2aCjZbgOUbXEeQhWtooYt33nlH7rvvPilVqhQ9BAAA0oxOQ7h69aqZlgD4KhYjxjW+++472bt3r8yYMcMsIggAAJBW6s38RkJvq2amJTz11FMSERFB58LnMJKFZGw2m4wcOVJatmwp1apVo3cAAECai7qjsZw8eVImTZpE795EogRYvsF1BFlI5scff5RNmzbJ8OHD6RkAAJAuQnLllI4dO5rpCTpNAfA1BFlINoo1YsQIqVevnjRo0ICeAQAA6WbYsGFmYeKpU6fSy/A5BFlIsnjxYlm2bJkZxQoIYGgYAACknypVqkjr1q3NNIXExES6+jqsXiOLdbLc41NB1ssvv2yCA8etbNmyVjfLa+goVqVKlaTf3n9MwQuKXgAAgPSi5xlrSheVLVu2yLx58+ho+BSfCrJUhQoV5MiRI0nbkiVLrG6SV1i3bp38/PPPZuieUSwAAJARwksUk9tvv91c6NVpC7iW1WtksU6We3wuyNJVxPPmzZu05cyZ0+omeYVRo0ZJsWLFzCRUAACAjKLTFFasWMGFcfgUnwuydu7cKfnz55fixYtLt27d5MCBAze8f0xMjJw/fz7Z5m+OHTsm06dPlyeeeMIEqQAAABlFl40pXbq0jB8/nk6Hz/CpIKt27doyefJkk/amq4jrgrpaJe/ChQvX/Tc6PB0dHZ20FSpUSPzN559/boKrXr16Wd0UAADgZwIDA6Vv374yY8YMOXr0qNXN8ThWF72g8IV7Amw+nAB79uxZKVKkiLz77rvy0EMPXXckSzc7HcnSQOvcuXMSFRUlvi4hIcGkCTZv3lz+qFbO6uYAAAA/lHD5svz7/Ovy2ksvyXPPPSf+Rs8/9WK/4/mn/baaMwdIcOYwy9oWfylGVt/zvt+cG6cVnxrJcpY1a1Yz/Lxr167r3icsLMx8YBw3f1t8+ODBg/L4449b3RQAAOCngjJlksw1q8knn3zC4sTwCT4dZF28eFF2794t+fLls7opHkvzn2vVqiU1atSwuikAAMCPZWlQ11z41QvA+H9WVxakuqB7fCrIGjJkiCxatMisHq6L6t59990SFBQkXbp0sbppHklH+H755RdGsQAAgOXCChU08+spgAFf4FOl5A4dOmQCqlOnTkmuXLnMugtaElT/G9f6+OOPJXv27JRtBwAAHkGnL/Ts2dNUiy5VqpTVzfEINouLTzCS5R6fCrKmTp1qdRO8xpUrV2TixImSUL2ylPt8nNXNAQAAkBdO/SuBmTKZC8GjR4+mR+C1fCpdEKk3bdo0OXPmjGSpX4duAwAAHiEgJESy1L1NJk2aJJcvX7a6OYDbCLL8lOY76+J/IblyWt0UAACAJHoBWJfh0QvCENG1lnTBJcs23gS3EGT5oVWrVpmNsu0AAMDT6AVgvRBMAQx4M4IsP6Q7LV2kuXXr1lY3BQAA4Br9+vWT1atXy8qVK/2+dxIlwPINriPI8jOnT582BUL69OljytsDAAB4Gh3JKlq0KKNZ8FoEWX5G85vj4uKkd+/eVjcFAAAgRXoh+OGHH5bp06fLxYsX6SV4HZ8q4Y6b+/rrr+XOO++U2tO/pLsAAIBHKjp2lMTHXzIVBn/44Qfp1q2b+Ctdp8rKtapYJ8s9jGT5kT179sjSpUule/fuVjcFAADghoJzZJew4sXkq6++oqfgdQiy/Mg333wjmTNnlvbt21vdFAAAgJvKfFs1+fXXX+XYsWP0FrwKQZafsNlsJlXwnnvuMYEWAACAp8tUrYqZn+XPa2Yl2gIs3+A6giw/sXbtWtm2bZv8Ehlm8pwBAAA8XVDmTBJctrQ8PZpzF3gXgiw/ofnMefLkkfDSJa1uCgAAgEspg7EHDsqOHTv8stdsNus3uI4gyw/Ex8ebtbG6dOkiAayNBQAAvEhEhfISEB5upj0A3oIgyw8sWLBAjh496tflTwEAgHcKDA2RTFUrmawcnWMOz/byyy9LQEBAsq1s2bJJf7969ar069dPcuTIIVmyZJF7773XJwubEGT5Ad0plSlTRmrUqGF1UwAAAFyWuWZ1sxTNihUr/HadLCs3V1WoUEGOHDmStC1ZsiTpbwMHDpS5c+eahaYXLVokhw8fNoXZfA2LEfu4S5cuyaxZs+SZZ54xVxIAAAC8TXip4lKgQAGTMli3bl2rm4ObCA4Olrx5815z+7lz5+Tzzz83ywo1bdrU3DZp0iQpV66cCaDr1KnjM33LSJaPmzNnjly8eFG6du1qdVMAAADcEhAYaM5ldI55XFwcvejhdu7cKfnz55fixYub6SoHDhwwt69Zs8a8f82aNUu6r6YSFi5cWJYvXy6+hCDLD1IF69WrZz7kAAAA3kpP1k+dOiW//PKL+BNPSRc8f/58si0mJibF9tauXVsmT54sP//8s3z00Ueyd+9eadCggVy4cMHUCAgNDZWsWbMm+zdaAVv/5ktIF/RhJ0+eNDui6HvasTYWAADwau3++lVC8uU1qWZ33XWX1c3xO4UKFUr2+0svvWSKXDhr1apV0n9XrlzZBF1FihSR7777TiIiIsRfEGT5sB9//FESExNNRR4AAABvpnPL9ZxGz29iY2PNiIg/SLQFSIAbxSfS8vnVwYMHJSoqKun2sLCwVP37rFmzSunSpWXXrl3SvHlz896dPXs22WiWVhdMaQ6XNyNd0MfnY+nVg6CoSKubAgAAcMsyVapgUtUWL15Mb2YwDbAct9QGWRcvXpTdu3dLvnz5TKXrkJAQ+eOPP5L+vn37djNny9cKmhBk+Shdg0BTBdu1a2d1UwAAANJESMH8UrBgQXMhGZ5pyJAhpjT7vn37ZNmyZXL33XdLUFCQdOnSRaKjo+Whhx6SQYMGycKFC00hjN69e5sAy5cqCyqCLB/1559/mvLtBFkAAMCXUgb13EaDLH9ZmFhfptWbKw4dOmQCKl2jtWPHjmbRYS3PnitXLvP39957z8yp00WIGzZsaNIEZ86cKb6GOVk+Snc+WlGwfPnyIgvnW90cAACANKFB1vjx42Xz5s1SqRLzzj2Nltm/kfDwcBk3bpzZfBkjWT5Ir+xokNW2bVsWIAYAAD6lcePGkiVLFlIG4dEIsnzQunXr5N9//5VvE65Suh0AAPiUMp+OkcSSxeTVzyaIP/gvZc/KdbKs7gHvRJDlg3QUSycWhpcsZnVTAAAA0lxExfISu++Azy1gC99BkOWjQVbr1q0lICjI6qYAAACkuYgK5bQKhsybN8/ne9faUaz/NriOIMvHaEUXTRekqiAAAPBVQVkyS1jxoszLgsciyPIxc+fOleDgYGnZsqXVTQEAAEg3EZXKy2+//SaXL1+ml+FxCLJ8MFVQ1xzImjWr1U0BAABIN5kqlperV6/KH3/84dO9bPOADa4jyPIhFy5ckAULFpAqCAAAfF5IntxSunRpUgbhkViM2If8/vvvEhsba9bHAgAA8HU6B/2rr74ya4QGBPhmgQari09Q+MI9jGT5EB3FKlGihBQvXtzqpgAAAKS75s2bmzLu//zzD70Nj8JIlg9ZuHChNGnShAWIAQCAX3h402qRwED5888/pXz58lY3B0jCSJaPOH78uGzZskUaN25sdVMAAAAyRGBYqIQVKWSCLJ9lddULKl+4hSDLR/z111/mJ0EWAADwJ2GlS5ogS+dlAZ6CIMuHUgVLlSolBQoUsLopAAAAGSa8ZHE5ceKEbN26lV6HxyDI8hF6BYdRLAAA4G/CiheVkJAQc8HZJ/2vuqBVmz4/XEeQ5SPzsfTqDUEWAADwN4GhoVK7dm3fnpcFr0OQ5QPsOxWCLAAA4I/0HGjRokWSmJgovkanmlm9wXUEWT4SZOmK5/nz57e6KQAAABlOl7A5efKkqbQMeAKCLB/AfCwAAODP6tSpI6GhoaQMwmMQZHk5+yrnegUHAADAH2XKlMln52VZWfQiqfgFXBbs+j+BJ9H8YzVk91YZNnaU1c0BAADIcEXHjpKzmcMk6M8/zbyswEDGEWAtPoFeTq/YlClTRoKjo6xuCgAAgGXCS5WQ06dPy+bNm3kXYDmCLC/HfCwAAACRsGJFJCwszPdSBu1rVVm5wWUEWV7s3Llzsm3bNqlXr57VTQEAALBUQEiIVKtWTVauXMk7AcsRZHmxtWvXmp81atSwuikAAACW03Oi1atXiy+xeo0s1slyD0GWF1uzZo2pplO2bFmrmwIAAOARQdaOHTvkwoULVjcFfo4gy8uDLB0WDwoKsropAAAAlqtZs6bYbDZZt26d1U2BnyPI8vIgi1RBAACA/5QrV04iIiLMOZLPsHnABpcRZHlx0YudO3cSZAEAAPxPcHCwVKlSxbeCLHglgiwvZR8GH7Z9o1mADwAAwN/pOdGWkECZ9vtv4itstgDLN7iOIMtLaeUcLXoRkie31U0BAADwGKGFC0r88RMUv4ClCLK8vOhFQCBvIQAAgGOQpXXHKX4BK3GG7qUoegEAAHAtzfLRhYl9al4WRS+8DkGWF6LoBQAAQMoCgoIkpEA+3wqy4HUIsryQffib8u0AAADXCitUkCALliLI8kJ6ZUaLXpQtW9bqpgAAAHjkvKzt27f7RPELqysLUl3QPQRZXlpZUIteBAUFWd0UAAAAjwyybBS/gIUIsrzQpk2bzEJ7AAAASLn4RUhIiDln8no2D9jgMoIsL5OQkCC7du0iVRAAAOAGxS9KlCghO3bsoI9gCYIsL3Pw4EGJiYmR0qVLW90UAAAAj1WmTBmCLFgm2LqnhjvsV2QIsgBklMSYWIn991+JPXhYEs6ckYRz5yX+3HlJOH9BEi9cFFtigkhCokiAiAQFSWBIqARFR0pQdJQERUWZnyG5c5k5EsE5c7CIOoAMoedKM2bM8IHeDvjfZuXzw1UEWV5GK+WEhYVJ4cKFrW4KAB+VcOGiXNnyj1zduVtiDx6SuKPHtbyVhIaGmn1P/vz5JV+J0uZn7ty5zT5JC/HoJPP4+HhTzevIkSNmO3z4sPy7bpMcPXrUPHZUVJTE5MklYYULSkT5shJWophJ6wGA9Aiy9u3bZzKAdD8FZCSCLC8cySpZsiSVBQGkqbhjx+Xyxi1yZdMWidl3wNwWWrCACYIiGzeQ359+VipUqGACLXecOnXKLD+h2+vffSuXVq2T838sksCICAmvUFYyVSwvERXKSmB4OO8sgDQLshITE2X37t1Svnx5ehUZiiDLC4MsUgUBpAVbfLwJrC4sXiYxu/ZIQGiIhJctIzm63i8RFcpJUGSWpPvqshG3IkeOHHLnnXea7ZPIEDPqFXvwX7myeatc2bRVTq5eJwFhYZK5VnWJvL2ehObPmwavEIA/s58v6bmTVwdZVlf4o7qgWwiyvDBd8Eyp4lJ07CirmwLAi9MBL/y1VC4u+9vMq2rYsKH0fe0N6dChg4RnwEjSvv5Drrlt//798vnnn8uECRPkyOLlElayuEQ2qi+ZKldkDhcAt9Se/qUEhIdT/AKWoLqgF7ly5YocOHBAQnLntLopALxQYkyMnJ3/m/z76kg5v3CxRFSpaNaQWbRokXTu3DlDAqzrKVKkiLz66qtmHzdt2jRz28nPv5Sjoz6UK9sowQzAdQEBAeacyevLuFu9RhYjWW4hyPIimlOsKTbBuXNZ3RQAXpYWeH7RUvn3lZFy5fc/ZeDj/eT4oUNy4a9lUrFiRfEkOuerY8eOpuiGBn81ChaW4+M+lZKzf5aYAwetbh4AL6PnTF4fZMErEWR5EftOQkshA0BqxB76V46M+lDOzPjBzLPauXOnjB49WnLm9PwRcU1jXLp0qfzwww+mOuHRUWPk9Iw5khgba3XTAHiJkFw5zVQLIKMxJ8uL6E4ia9asEpgls9VNAeAFo1fnfl0g5375QypXrCiT5syT6tWrizem+7Rr107atGkjH3zwgTz33HNyZMs/kqNbRwkvUczq5gHwcHph+vjx43L27FlzDuWVbAH/bVY+v4+p7uLxUI9Fc+bMkQIFCqT63xBkeWFlwWMBvvdhB5B2dF2rE5O/krgjxyT6zqay6ocf3S697il0Ha5BgwaZYKtKqxZy7IOPJKpJA8narjXrbAG4LvsUCx3Fv+222+gpGOvXr5fBgwdLliz/X0X3enSqzsiRI816a64gyPLGIMvqhgDwWFe2bJMTk7+W4KxRkm/IkxJaqIDXB1iOypQpI3kGPC7nF/4lZ+fMl9hDhyXng90lKDMj/ACuZS8WpudQ3hpk2Wz/bVY+vy96+umnJXfu3Km6r6bZu4o5WV5Er8KwRhaA611pO/fHn3Lik4nSplkzObl9pxx+670Uy6V7u/1PDpUzs+bJnwsWSJbTZyV0whSJPXLU6mYB8EC6wHnevHkpfoFk9u7dK7lypb7GwdatW00VXFcQZHkJHaI8ceKEFCpUyOqmAPAwtoQEOfXVNDk7+0cZNmyYzJ49W6KiosTXNWrUSFatWmXSPY6OHmtG8QDAmZ47/fvvv3QMkmjApPOsXPkMadq6K0gX9BJHjhwxP/Pnzy+y46TVzQHgIWxx8Wb+Vfw/O+Trr7+Wrl27ij8pWrSoqUDYrVs3mf/5FPl42jQZ+O9uq5sFwIPoudPhw4fFa1m9VpWPpgvabdy4UVKiQZiuH1m4cGEJCwsTV6UqyNJqGq5q3ry5REREuPzvcOMgK1++fCI7Uv4wAPC/CoInJk6RK9t2yrzZs01RCH+kI1nff/+9PPDAA3L//fdLtl5dJXPVylY3C4CH0HOnFStWWN0MeKiqVavecFQrJCREOnXqJJ988okJutI0yOrQoYO4Qhuq84eKFy/u0r9DKoMsAH5PUwRPfvGNJOzYLT/PmyctWrTw6z7Rg6CO5AUGBsr0L76VSR06Sv99pA8C+O/cyX4eBTibNWuWPPPMM6YQRq1atcxtK1euNMUuXnrpJYmPjzep+M8//7yMGjVK0jxdUBeCTG0FjsjIyFQ3AKmjw9x6EpEjRw66DICcmTVXLm/cInNmz/b7AMtO8+W/+OILM4e1Y8eOEt3/UQkrXJBPC+DnNF1Q18rSk+XgYC+cKcM6WenqjTfeMOswOl6srFSpkhQsWFBeeOEFE3BlzpzZlHx3JchKVeGLnj17upT61717d7+YdJ2R9AqMXolxZZIeAN90YenfcmHRUsl+fwdp27at1c3xyBEtPUCe+HSyJJw/b3WTAFhMz5+0AuuxYyyCg2tt2rQpxcqBepv+zZ5S6OpoaKqCrEmTJrk0OvXRRx9Jzpz/rUuAtBvJMkUvAPi1q7v2yIUZP0jfvn3l1NQZVjfHI2nOvKZ/5I7IJIXm/W6KgwDwX/bzJ28tfhFgs37zZWXLljWLDcfGxibdFhcXZ27TvymtTpknTx6XHtcLx0z9eyQLgP+KP3NWTnw+RRrWr29SG3DjkyotZd+wYUMJkQTJ0fV+ugvwU/bzJ+ZlISXjxo2Tdu3amfTAypX/K5qkI1gJCQkyb9488/uePXvk8ccfl3QNsq5evSpjxoyRhQsXmvzWxMTEZH9fu3atqw+JVNCrLw0aNKCvAD+lqS6nvp0uAUFBMn36dJMWhxvTCczjx4+Xhx56SCIqlpNMlSvSZYAf0kVntSiOt45kIX3Vq1fPLE6sqeY7duwwt2mlWl0SxZ7Jp9VrXeVykKUHq19//VXuu+8+cwBjjlDG0KsvpAsC/uviilVy9Z8dkrvPg6Rju6B3797S/71RcnraTAkrUVyCMmdKvzcJgMcWxcmbN6/3jmSxTla602CqT58+afqYLgdZOmz2008/Sf369dO0Ibg+zRE9efIk6YKAH6cJnpk5VzLXrikRFcpZ3RyvohcCs3e+V468MVrOfD9bcvb0r8WaAfyHMu64kS+//NKsg6VpgcuXLzdFL9577z2zHFX79u3FHakqfOGoQIEClGjPYFo+Xw1fvUyKjk196UgAvuH01BkSGB4mh37+Tfb1H2J1c7zOoedek8mffCKXVq+Ty5u3Wt0cABlMz522xlyRr5Ytoe+RYsG+QYMGSatWreTMmTNmLpbKli2bvP/+++Iul4MsXZhLF+zav3+/208K19iHt4Moiw/4nSvbdsiVrdsk+73tJWvWrFY3x2vp0iLNmzeXM7N/NAs5A/AvQdGR3rukg32dLCs3HzZmzBj59NNP5bnnnku2jlrNmjWTSrhnSJClT6jFL3T4TPMXs2fPnmxD2rNP1AyKZu0xwN+KXRRasVbq1Kkjxz6dbHVzvD5tUMvxxh87Li9F5rK6OQAymF6oTjjnpUEW0pUWvahWrdo1t4eFhcmlS5cybk5Wly5dTK34N99809SLp/BF+jtx4oTp50AmbAN+5fL6jbJmzRr5888/2demgerVq0unTp3kpZdekoCBj0tgKBUaAX8RFBUpCRcumotXXnfuSuGLdFWsWDFZv379NQsS//zzz1KuXLmMC7KWLVtmJoRVqVLF7SeFa86fP29GDQMCXR54BOClNKXt7LxfTI54o0aNrG6Oz3jttdekfPnyErl4mUTdQb8C/iIgLEzTA+TKlSuSKRNVRvH/dD5Wv379TKaeBuErV66Ub7/9VkaMGCGfffaZZFiQpSsf6wcUGefixYuSJUsWuhzwI1e2/CPxx0/IK6+8YnVTfEqpUqXMeidTZs+SyMa3m3XHAPi+wLDQpHMqgiw4evjhhyUiIkKef/55uXz5slkfS5dN+uCDD6Rz587iLpeHRjSnffDgwSZ95dSpU2aUxXFD2rtw4QIVHQE/c2HxcgktWlhuu+02q5vic/r37y8JZ86aQBaAfwgIC086p/I6Ng/YfFy3bt1k586dJgjXqt6HDh0yawPfCpdHslq2bGl+3nHHHclut+e42sseIu2DrKt0KuAX4o6fkKvbdsgXX3xhdVN8dm6WFhOJ3HdYdlSuaHVzAGQAXQbDa4MsZBgd5UyrkU6Xg6yFCxemyRMj9TSq1iDrBJ0G+IULS5abaq0dO3a0uik+6/HHH5cePXpI/jrVJCQ31QYBXxcY5sVBltWjST44klWtWrVUF0BZu3ZtxgRZTMDOeLpDYE4W4B9siYlyadVaGfDoYxIe/l96C9Le/fffL0899ZRcXLlGst31X4YGAN8V4DAnC+jQoUNSJ2jBi/Hjx5uiSHXr1jW3rVixQrZs2WIuyLkrVUHWxo0bpWLFihKYyup22qgyZcokW9ALtxZkFShQgC4E/EDMvv2SePGS3HvvvVY3xadpANumTRuZtuAPgizAD5AuCEe6lIdj4Ysnn3zSVJ91vs/BgwfFXYGpHVLTIheppVHggQMH3G4UUk4XBOD7rmzaKoFZMkvt2rWtborPa9euncQdPiLxp89Y3RQAGVHC3WvTBQOs33zY9OnTTfq4s+7du8uMGTPcftxUDTVpUYsXXngh1RPBYmNj3W4QrkW6IOA/rmzeKhEVy0sQpcXTXYsWLUSCguTypq0S1ah++j8hAMvoWqMBISHeGWQhXWn59qVLl5olPhzpbbeStp+qIKthw4ayfft2l0aytMFIG5RwB/xD3ImTEnf0uGRljlCGiIqKkvBSJUxgS5AF+L6A8DDmZOEaAwYMkL59+5oCF7Vq1TK3/f333zJx4kQzyJSuQZauiQVPSBdM5G0AfFjMvv/SrMNKlbC6KX4jvGRxOffHn6bgiF7pBuDbFQa9cSQrwPbfZuXz+7Jhw4ZJ8eLFzeLDX331lbmtXLlyMmnSpFuq8ktlCg+nqZpJQVbMOaubAyAdxR44JME5s0tQGq3RgZsLLVxQbFeuSvzJU5RyB/xgJMsbgyykPw2m0nrZFC7bebhLly6ZQIsS7oDviz14SO5ucofs6z/E6qb4ja2vjjQ/R5evZnVTAKSzwFAvTRe0ecAGlxFkeTj7zoDqgoBv03S12EOHpWbNmlY3xa/kyJFDihQpImvWrLG6KQDSGSNZsMuePbucPHlSUqtw4cKyf/9+cQXpgh5OF0hTYf8rPQrAN2kZcVtMjFSpUsXqpvidqlWryqZNm0SK5LG6KQDSUUBwcNJ5Ffzb2bNnZf78+RIdHZ2q++tSVgkJCS49B0GWh0tM/K/YBeWcAd+WcO68+VmoUCGrm+J3tM8XLVpkdTMApDMtbqNTMADVs2dP8ah0wS+++EJ+/PHHpN+HDh0qWbNmlXr16rk8jIbUB1mBVL0CfFrC+f+CrPz581vdFL+TL18+OXz4sNXNAJDeAgJcHo2A+8aNGydFixY1a03Vrl1bVq5c6VHn165uWoEwXYOsN998M2kNrOXLl5sOfPvttyVnzpwycOBA8QSe/Ka6iiAL8J+RrICQ4FSnLiDtaGCrqSC2uHi6FfBlAQFJ51VIX9OmTZNBgwbJSy+9ZNaf0lR4XQD++PHjftP1LgdZBw8elJIlS5r/nj17ttx7773y6KOPyogRI2Tx4sViNV97UwmyAP+QcO6CBEVFSUBAgNVN8cuRLJVAaWfAtwV6Z5AV4LBWliWbG21+99135ZFHHpHevXtL+fLl5eOPP5ZMmTKZBX79hctBlpYS1yt+6tdff5XmzZub/9ZRoytXrojVfO1NZU4W4B8Sr1yRwEz/ZQkg46tMmffgsvXHMADpRy9ieWOQ5SnOnz+fbIuJiUnxfrGxsaZia7NmzZJu02kv+rtmwfkLl4MsDaoefvhhs+3YsUNat25tbt+yZYtJ0bOSO2+qfkCcPzSexJ47zJwswMfpgT8oyOpW+KXg4OCkMvoAfJi3Blm2AOu3/xUJ0pR2+6ZZbCnR0ugJCQmSJ0/yiq36+9GjR8VfBLsz3+n55583aYMzZswwa4woDW66dOkiVrrRm7pt27YU/41+QF555RXxVFTBAfyDnuCTKmiNpOqt3njyBcD3gywPoef+UVFRSb+zvFAaB1laSXDs2LHX3O7JgcqNDB8+3MzhstORLE8qoWwfwSLYAnwbpYWtk1RtLMjl5A4A3sRmY0mcW6ABlmOQdT1aDC8oKEiOHTuW7Hb9PW/evOKJdu/eLZMmTTI/P/jgA8mdO7dZR0sXIa5QoYJbj5mqI8rGjRuTIn/97xttVnLnTdUo3P6hSe2Hx4ogiysvgI/TE3xKC1siLi7O/AwIIMgCfJrN5p3TL2wesLkgNDRUatSoIX/88UfSbXoeq7/XrVtXPI2uk1ipUiX5+++/ZebMmXLx4kVz+4YNG0whvXQdyapatarJodSoTv9bU1ocR1bsvwdYvP6A45vaoUOHZG9q//79xRsRZAH+ITAikyRcumx1M/ySvZhTYOZMVjcFQDqyeWuQ5YUGDRpkFvutWbOm1KpVS95//325dOmSKUznaYYNGyavv/66aXNkZGTS7U2bNk0xey9Ng6y9e/dKrly5kv7bk3nTm5oaBFmAfwiKjjILEtsvWCHj2BciDor6/4MrAB+USJCVUTp16iQnTpyQF1980QzU6CDNzz//fE3dBE+wadMm+eabb665XQeXtN5DugZZRYoUSfG/nXnCvCFvelNTgyAL8A9B0ZEi8Qly+vTppIJCyBhHjhwxFxIDqO4I+DZboneOZLmRspfmz++G/v37e0Ummdab0ONAsWLFkt2+bt06KVCggNuP6/InrVevXmZkyNm+ffukYcOG4gn0Dd2/f78pz675lbVr1xZvRZAF+AddiFjpjh4ZP5KVP39+uh3wdaQLIgWdO3eWZ555xgzO2NdSW7p0qQwZMkR69OghGRZk6SSwypUrJ1t36osvvpAqVaqYwhNIn9LCVs51A5D+grNGm58HDhyguzOY9vmtXK0E4B1sid6Zjh1gs37zZW+++aaULVvWVBfXohfly5c3A0f16tUzy1ZlWJC1cuVKueeee6Rx48by7LPPSseOHc3I0ahRo2TWrFluNwQpCw8PNz+vXr1KFwE+LChbVgmICDfpCchY2ud6oRCAb7PFxUlERITVzYCH0cJ5n376qezZs0fmzZsnX331lVlf98svv7ylkv8ur5MVEhIi77zzjmTKlElee+01CQ4ONqUPPbEkoy+wVzm5cOGC1U0BkI706mpYoYKyevVq+jkDaXqIpgtqZdpvjnh2YScAt8YWE5OsehzgSEeydNPsMS2GcebMGcmWLZtk2EiWricyePBgeeutt8xCvhpc6cjWTz/95HYjcH16xUXnZRFkAb4vtFABmbvoTyk6dpTVTfEblV9+zvx8avMaq5sCIJ0lXo2RLFmyeF8/W71Glo+nCw4YMEA+//xz898aYDVq1EiqV69uAq4///wz44IsLY0+Z84c86RvvPGG+amN00Dr8ccfd7shuP7Vbd0h2BdGA+C7QgsVlIQzZyXhAt/3jBJ78JAEZsokQdndv1oJwDvYYhnJwrW+//77pJTxuXPnmrRBTRccOHCgPPfcfxfiMizIWr9+vdSpUycpCNCKHFoI46+//nK7Ibg+HdpmJAvwfWHFi5qfV3fssropfkP7Oqx4Ea+cDA/A9ZEsr0wXtHoUy8dHsk6ePCl58+Y1/62ZeVpvonTp0vLggw+atMEMC7J0OC1z5szX3F6tWjVZs4Z0i/SgI1kEWYDvC86WVUIK5pfLm7da3RS/cOrUKYnZs08iKlawuikAMgBzspASXUt369atJlVQ19Zt3ry5uf3y5csZW/jCkVa8i42NTXZbWFjYrTwkUqBXXUgXBPxDporl5cKipWb+qxYaQvqZP3++SGKiRFQsRzcDPs6WkCC2uHjvnJOFdNW7d28zepUvXz6T1dCsWTNzu661q6XdM2wkSxci1pLtuXPnNiNaWnXDcUPaI10Q8B8RlcpL4pUrsmTJEqub4vN0fnFo4UISHP3fQtAAfJct5r9BAW9MF7R6jSxfXyfr5Zdfls8++0weffRRswixfcBIR7GGDRuWcSNZQ4cOlYULF8pHH30kDzzwgIwbN07+/fdf+eSTT2TkyJFuNwTXR7og4D9CCxaQoKzRMn36dGnSpInVzfFZmh2gI1kRjepb3RQAGSAxJsZrgyykv/vuu++a23r27HlLj+lykKVVN6ZMmWIWI9bhtQYNGkjJkiWlSJEi8vXXX0u3bt1uqUG4lu4QNJAF4PsCAgMlc+2aZjFEXSqDE4L0occrzbfPV6tGOj0DAE8reqFIF8T1MvV03d8DBw5cMxXqySeflAwJsk6fPi3Fixc3/x0VFWV+V7fffrv07dvXrUbgxpiTBfiXyHq15chvC00g0KdPH6ub43NsNpuMHz9e2rZtK+sp3Q74TdEL5ZUXrmwB/21WPr8PW7dunbRu3dpceNNgK3v27KbiYKZMmcz0KHeDLJfnZGmAtXfvXvPfOhnsu+++Sxrhypo1q1uNwI2RLgj4l+Ds2UwAoIGABgRIW8uWLZONGzeytiPgR0gXxPXoelh6zD1z5oxERETIihUrZP/+/VKjRg0ZNWqUuMvlIEtTBDds2GD+WyeD6Zys8PBw08Cnn37a7Ybg+ih8Afif5QVymfU5WH8w7Y0ZM0aCc+WUR7atT4dHB+CJbFe9eSTLAzYftn79ehk8eLAEBgaaYhcxMTFSqFAhefvtt+XZZ591+3FdThfUYMpOSxzqisi6PpbOy6pcubLbDcGNR7J0knZ2OgnwG+FlSklIgXzy/PPPm0CLxXLThl4k1AyMbB3vNvPfAPiHxFjmZCFlulyKBlhK0wN1Xla5cuUkOjpaDh48KJask6W04IVuSD86902DrGyJiZwUAH5CA4BsbVvLko8/NyvQt2nTxuom+QS9KqkXBWPq1rK6KQAykO1KjEhgoMm+AhxVq1ZNVq1aJaVKlZJGjRrJiy++aOZkffnll1KxYkVxF5fxvGQlap2XkXjxotVNAZCBwsuXMTv84cOHm5XocWt0RFAD1tdff10CgoLoTsCPJFy4IEFRkV6ZFWD1Glm+vk7Wm2++aRYiVm+88YZZ91eL+Z04cUImTJhg3UgW0p/9jU84pzsIFs0E/IWeDGyvUUmOvjtW8vTsKie/mmZ1k7xWYmKiPPPMMxJaqKA8fXQfWQGAn0k4d94EWYCzmjVrJv23pgv+/PPPkhZSPZJ1+PDhNHlCuB9kxZ87T/cBfiasWBHJVL2qnJk1T44ePWp1c7yWFmnSilHZ7r6LAAvw2yCLC9XIOKkOsipUqCDffPNN+rYG100X1CvaCecJsgB/lP2+9iKBASZ9gZLurtu9e7ephtuvXz8JL1UiHd4hAJ4u4fwFCYr20iDL6sqCPp4ueOzYMXnggQckf/78EhwcbCoMOm7pni6oOYqPPfaYzJo1Sz755BOzUBcyrupJrly5pH+5yvJC/yFSdKz7NfsBeJ+gyCySvdM9MvvzLyV37+5yYvLXVjfJq9IEK7S8UxIiwmVOsXxMRAb80L7+QyTfG6OlT/OWVjcFHqhXr16mouALL7xgssfSat5eqoOsxx9/XFq1aiUPPfSQlC9fXj799FOzcBcyhkbXpGwC/itz1cpyuVoVOT19thx49YAULlzY6iZ5hffee09idu2RPE/2kcCwMKubA8AC8fHxZrRCz6W8ktXFJ3x8JGvJkiWyePFiqVq1apo+rkuFL4oVKyYLFiyQsWPHyj333GNqyOuwmqO1a9emaQPxH42sjxw5QncAfix7x7vlyDsfSIcOHcxBIVOmTFY3yaP9+uuvMnToUIm6oxFpgoAfO378uEm1ts9xBxzpwsPpkYrvcnXB/fv3y8yZM015w/bt218TZCF96NWXjRs30r2AHwvKkllyP9JLto/5RHr37i1Tp071ynLEGWHnzp3SqVMnufPOO2VrqyZWNweAheyZQF47koV09f7775t5uzodqmjRomn2uC5FSJoiOHjwYGnWrJls2bLFzBNCxtCrL7/88gvdDfi50IL5ZcqUKXLfffdJ5cqV5bnnnrO6SR7n3Llz5iKgFg369ttvpepXn1ndJAAWsmcCee1IltXFJ3wwXTBbtmzJLlJeunRJSpQoYTJEtBaCo9OnT6dvkNWyZUtZuXKlSRXs0aOHW08G9+nVFy3frJO4Afi3wUf2SnSr5vL888+bfYOOauE/ly9fNumUeuU685OPEWABMEFWYGCgWQMJsI9epbdUB1kJCQkmXa1gwYLp2yKkSK++6MTNkydP0kMATJClJYm1GFFYWJh07drV73vl6tWrZr6wXhDUkf/u61f4fZ8A+C9dUEe2b6Uct6UYyUpzPXv2FI8Jsn777bf0bQluyD7ETfELAErTHLQQhi0+Xrp17y5xcXEZctDwVJrqoSNYS5culciHehBgAUii505emyqIdKPZYe+8847MmTNHYmNj5Y477pCXXnpJIiIiMnYxYljLPlmTMu4A7AICAyVH1/slS53bzDofWq7cHxcrPnHihLRo0UKWL18u8+fPl4gyJa1uEgAPoudOFL1ASmsAP/vss5IlSxYpUKCAfPDBB2bR+rRCkOUldJhbMZIFwDnQyt75Xolq1lgGDRpk0gdjYmL8ppM2bNggt912myzfuEEiH+stPTetsrpJADyMt49k6RpZVm++aMqUKTJ+/HiTXj579myZO3eufP3112lW/4Agy0uEhoaaQEtL6AOAc6CVrX0byfFAZ/nmm2+kSZMmplCOr5sxY4bUq1dPsmfPLvmGPClhxYpY3SQAHujAgQPUFECKn4vWrVsn/a7V0zUVP62yxgiyvEjp0qXN2i8AkJIstWrIokWLZN++fVKzZk2fnUurBS6efvppU8b+rrvuMgszB2fPZnWzAHighMuXTUqxnkMBjrSgXHh4eLLbtHy7znFOC6wk7EXKlCkj69atE6lX3eqmAPBQnVYtlsDHH5JTX041C/FmqV9b/v3pV4mKihJfsGLFCmnQob3EnzolWdu3kRW315TyE8db3SwAHir++MmkcyjAkc5h1vnMWqHX8SJenz59JHPmzEm3zZw5U9zBSJYX0aswO3bs8MuJ7QBSLzhrtOTu/6hk73SPXFq9XipVquT1i5nr+ldDhw6V+vXrS2BYmOQbOlCimzVOtpgkADiLO3HC/CxVqhSdg2S0Iq+unRYdHZ20de/e3RRJcbzNXYxkeVmQdeHCBYk6f0GCo33jqjSA9KHBR+TtdSWiXBk5/s10s6B8eLkysvybqVK1alWv6XZN25g4caK88sorcuTEccl6V0uJatpQArx1vRsAGT6SpSfNWkHOa7FOVrqYNGmSpCdGsryIPZ84/vh/V2UA4GaCc2Q3o1o5H3xA4k+dlmrVqpmFi3fv3u3Rnacj9tOnT5cKFSqY1A0t5pH/uaclunkTAiwAqRZ3jPlYsAZBlhcpUaKEBAYGStz/8osBILWjWpmrVZb8zw425d6/++lHKVm6tGSuWkn++OMPj0pBPnv2rFmrJDRvHunYsaMcDAmSfM8MkKV1q0lIzhxWNw+AF6YLUvQCViBd0MvKuBcrVsxUyQEAV2mKXWT9OpL5tupyacUqubB4uSlZqxPCdbSoS5cuSWvyZSRdk2TVqlXy2WefmRL0sbGxElqpglloObxEsQxvDwDfoBeQNPvH24Msq9eq8tV1stIbI1leRncUOvQNAO4KDA2VyIb1Jd+zg03J9ypVqpiS6LpYZ926deXNN9+UzZs3p+sI15UrV2TevHny6KOPmvVr6tSpI/Pnz5dhw4aZtUtyPdidAAvALUk4d15ssXFUFoQlAmyelCfiAc6fP28qiZw7d84jSx4PGDBAfv75Z9m2bZv5vejYUVY3CYAPSLhwUa5s3SZXNm2RK//sEFtsrARljZbQQgUltHBB+bbfU1KjRg1Ticnlx05IMPusNWvWmO2TuT9I7KHDYouLk+CcOSSiUgXJVKm8hBUvynwrAGlmUoUa0rRpU9m+fbvHj2aldP5pv63ksDclyGk9p4yUcPWq7Br5rMeeG3sq0gW9jKb1jBs3ziygFhzM2wcgbQRFZpEstWuaTYOfqzt2y9VduyX2wCG5sOAvaf3jfyXgtUKXjnjpphW7NOjSNUZ0f6Rpf7pv0iqoR44cSdqOHj1qAi17GeWgbNkka9VKElG+rATnyU0ZdgDpQpe9CQoKMlMtvB5DIl6Hs3Qvo1di9CRm3759UrJkSaubA8AHBYSESESFsmZLmtdw8pTEHvpXEk6flWPnz8u/5y9IwppVknjxotjiE8SWkCABgQEigUESGBYqQVFREhQVKUGVykl0/VoSkie3hBYqILEREZLL6hcIwC/oCFbx4sUlJCTE6qbADxFkeRn7cLfuOAiyAGRUdcKQXDnNBgDeNJLl6WmCqcI6WV6JwhdepkCBApIpUyaz4wAAAEDK9FxJp1kAViDI8jK6TpbOabAXvgAAAEBytvh42bNnjzlnAqxAuqAXqly5sqxfv97qZgAAAHik2CP/FdzRJSq8HetkeSdGsryQllHesGGDxMXFWd0UAAAAjxN74F+T/eMLQRa8EyNZXhpkxcTEyJYtW6xuCgAAgMeJPXhIypcvb+axez0KX3glRrK8UNWqVc3VGV3UEwAAAMnpGn81a9akW2AZgiwvpIuBli1bliALAAAghaIXsUeOmMwfwCoEWV5KdxyMZAEAAFxb9ELiE3wmyLIXvrByg+sIsry8+IUtIcHqpgAAAHhU0QsJCKDoBSxFkOXlxS/i9GoNAAAAkopehOTN4xtFL+C1CLK8uPhFQECAvFaqouzrP8Tq5gAAAFhOz4nKXI2Trne2EJ9h84ANLiPI8lIUvwAAAEguNjZWNm3a5DPzseC9WCfLi2lpUopfAAAA/Gfz5s0m0PKp8u1WjyYxkuUWRrJ8oPhFXFyc1U0BAACwnF581rVEq1SpYnVT4OcIsnyg+MWWLVusbgoAAIBHBFnly5en6AUsR7qgDxS/IGUQAABAZPXq1T43H8vqtapYJ8s9jGR5efGLihUryrJly6xuCgAAgKUSY2LMNIratWvzTsByBFlernHjxrJw4UKrmwEAAGCpmD37JD4+Xpo0acI7AcsRZHk53ZHs3btX4k+fsbopAAAAlrm6c7fkyZNHypQp41vvgtVrZFFd0C0EWV6uYcOGSTsWAAAAf6XnQprho/PVAasRZHm5HDlySOXKlaVtcIRZ5Vw3AAAAf7Kp52OScPBf30wVtHoUi5EstxBk+QDdofz5559WNwMAAMASS5culYSEBDOSBXgCgiwfoDuUffv2mQ0AAMDfaBGwvHnzSunSpa1uCmAQZPnIvCzNP2Y0CwAA+CM9B9LMHl+cj2VfJ8vKDa4jyPIB2bNnlypVqhBkAQAAv5N45aqsWbOGVEF4FIIsH0oZZCQLAAD4m5g9e818LJ8seiEeUPSCkSy3EGT5UJC1f/9+s2YWAACAP5Vuz58/v5QsWdLqpgBJCLJ8BPOyAACAP2J9LHgigiwfkS1bNqlatSopgwAAwG8kXrkisb66Ptb/WF30gsIX7iHI8sF5WXv7DWZRYgAA4PM+Kl9dxGaj6AU8DkGWD7njjjvkwIEDsm3bNqubAgAAkO5++eUXKVy4sJQoUYLehkchyPIhTZs2lYiICJk7d67VTQEAAEhXNptN5syZI23btvXJ9bGSWF1ZkOqCbiHI8iEaYN15551mhwMAAODL4g4fMZWV27VrZ3VTgGsQZPkY3dEsX75cTpw4YXVTAAAA0s2Vzf9IlixZpFGjRr7dy1aPYjGS5RaCLB/Tpk0bM3z+008/Wd0UAACAdHN50xZp2bKlhIWF0cvwOARZPiZPnjxSu3ZtUgYBAIDPij93XmL3HyRVEB6LIMtHUwa12o4tLs7qpgAAAKRLqqAEBEjr1q19vncDPGCD6wiyfDTIunTpklzdsdvqpgAAAKS5K5u3SFiJYpIjRw56Fx6JIMsHlS9fXooXLy6XN2+xuikAAABpKjE2Vq5u3ymZKpanZ71c0aJFTfl9x23kyJHJ7rNx40Zp0KCBhIeHS6FCheTtt98Wb0CQ5YP0A6qjWdF7D8refoOtbg4AAECaGVuyotji4mXFW6P9o1d9vLrgq6++KkeOHEnannjiiaS/nT9/3ixPVKRIEVmzZo2888478vLLL8uECRPE0wVb3QCkDw2y3n//fVm3bh1dDAAAfIauB1qmTBkpXbq01U1BGoiMjJS8efOm+Levv/5aYmNjZeLEiRIaGioVKlSQ9evXy7vvviuPPvqoR/c/I1k+6vbbb5esWbNSZRAAAPgMW2KizJ0716+qCgbYrN/S08iRI83cumrVqpmRqvj4+KS/6dqvDRs2NAGWXYsWLWT79u1y5swZ8WSMZPmokJAQU3FHr/bIg12tbg4AAMAt07Ltx48f96sgy1No6p4jXZ/sVtcoe/LJJ6V69eqSPXt2WbZsmQwfPtykDOpIlTp69KgUK1bsmuWK7H/Lli2beCpGsnyY7oA0XTD+zFmrmwIAAHDLLm/aakY96tatS29mMC06ER0dnbSNGDEixfsNGzbsmmIWztu2bdvMfQcNGiSNGzeWypUrS58+fWT06NEyZswYiYmJEW/HSJYPs6+CfnndRolq2tDq5gAAALjNZrPJ5fUb5YF27SQoKMh/ejIDik/c9PlF5ODBgxIVFZV08/VGsQYPHiy9evW64UNqFeyU1K5d26QL7tu3z8y707lax44dS3Yf++/Xm8flKQiyfJheZbjrrrtk7soVBFkAAMDrUwXjT5yUbt26Wd0Uv6QBlmOQdT25cuUymzu0qEVgYKDkzp3b/K4jls8995zExcWZqTDqt99+MwGYJ6cKKtIFfZzuiGIP/ivz72gj+/oPsbo5AAAAbrkvxib58uUz6WXwfsuXLzeVsDds2CB79uwxlQQHDhwo3bt3TwqgunbtaopePPTQQ7JlyxaZNm2afPDBBybN0NMRZPk4LX6hVQb1gwsAAOCNbAkJ5gRbT7r9KlXQzgfXyAoLC5OpU6dKo0aNTGn2N954wwRZjmtgaVbWr7/+Knv37pUaNWqYVMQXX3zR48u3K9IFfZx+gDt27GiCLF3sDQAAwNtc3bZDTpw4YUY54BuqV68uK1asuOn9tCjG4sWLxdswkuUnKYM6gVBLYwIAAHibi6vWSvny5aVKlSrib3x9nSxfRZDlJwsTFy5cWL766iurmwIAAOCSxKtX5crGLWYUS8t/A96AIMsPaJUWHc367rvvxOawijYAAICnu7xxi9ji4sx8LMBbEGT5CQ2yzpw5I1e2/rf4GwAAgDe4tGqthJUoJkWKFBG/ZGXRC6vX6PJiBFl+Qqu2VK1aVRqduUQpdwAA4BUSzp+X2B275MOhw6xuCuASgiw/ornMc+fOlXPnzlndFAAAgJu6tGaDBAcHy/333++3vWV10QsKX7iHIMuPdO7cWWJjY2XGjBlWNwUAACBVqYK65qd9cVrAWxBk+ZECBQpI06ZNqTIIAAA8XtzR4xJ78BBrY8ErEWT5Ycrgn3/+KfGnz1jdFAAAgOu6uHqtBESES5s2bfy7l6wuekHhC7cQZPmZe++9VzJnziwPxgdRAAMAAHiknY89JZk2bJE+vXpLeHi41c0BXEaQ5WciIyOlR48e8umnn5r5WQAAAJ5m9uzZcvToUenbt6/VTQHcQpDlh3SHpTsu3YEBAAB4mvHjx0uDBg2kUqVK4u+srixIdUH3EGT5oYoVK0rDhg3NDgwAAMCTxB45ZuaPP/7441Y3BXAbQZaf0h3XokWLJPbIUaubAgAAkOTikuWSO3duueeee+gV8YCiFxS+cAtBlp+6++67JU+ePHJx8XKrmwIAAGAkxsTIxZWr5ZFHHpHQ0FB6BV6LIMtP6Y7r0UcflYur1kji1atWNwcAAMAsPmyLiZXHHnuM3oBX86kgq2jRohIQEJBsGzlypNXN8lgaZAXGxcuzWXJSzh0AAFjKZrNJwX92SYf27aVQoUK8G0kd4wEb/DvIUq+++qocOXIkaXviiSesbpLHKliwoLRr184UwNAdGwAAgFVi9u6TjRs3UvACPiFYfHAdqLx581rdDK8qgNG8eXNZunSp1U0BAAB+7MLi5VKqVCm54447rG4KcMt8biRL0wNz5Mgh1apVk3feeUfi4+OtbpJHa9q0qZQuXZpy7gAAwDIJFy7K5XUbzVqegYE+d3p6S6xeI4t1stzjUyNZTz75pFSvXl2yZ88uy5Ytk+HDh5uUwXffffe6/yYmJsZsdufPnxd/ojsy3aENHTpU8lQsJUFRkVY3CQAA+JmLy1dKQGCg9OrVy+qmAGnC4y8VDBs27JpiFs7btm3bzH0HDRokjRs3lsqVK0ufPn1k9OjRMmbMmGRBlLMRI0ZIdHR00uaPEy179uwpwcHB0lfCKIABAAAy1O6+AyVqwxbp/cADki1bNnrfmdVFL5i275YAm4dXPDhx4oScOnXqhvcpXrx4imspbNmyRSpWrGiCsDJlyqR6JEsDrXPnzklUVJT4C12P4scff5S9e/dKmU/HWN0cAADgJ97JU0Q6duwoq1evlho1aog/0vNPvdjveP5pv61KjzclKDTcsrYlxF6VDVOe9btzY59PF8yVK5fZ3LF+/XqTDqerhl9PWFiY2fzdkCFD5PPPP5cpU6ZY3RQAAOAn9Fq/ZhVpsQt/DbDgmzw+yEqt5cuXy99//y1NmjQxFQb194EDB0r37t0Zek4FHem755575O233xbbE4+YvGgAAID0dHXbDlm3bp38/vvvdPR1BNhsZrOKlc/tzXwmyNLRqKlTp8rLL79s0v+KFStmgiydp4XU0UIhNWvWlKl5ikinTp3MbUXHjqL7AABAmtvXf4iZS1/ktttMtWPAl/hMkKVVBVesWGF1M7yaDtPrmlk6bK+50VpUBAAAID1o1tGiRYtk5syZnHPciNXFJxjIcgs5YbhmNGvDhg3y888/0zMAACDd6EXdcuXKSfv27ell+ByCLCSjw/a1a9c2Oz4AAID0EHv4qMydO1eeeeYZFh+GT/KZdEGkDU0R1NGsDh06yNKlS+lWAACQ5s7/tkAKFy4sXbt2pXdvdm5m+2+zipXP7c0YycI12rZtK+XLlzejWTopVTcAAIC0sLDNvXJ13UazfExISAidCp9EkIVrPxSBgWb4Xhcn3rhxIz0EAADSzDvvvCPZs2eXhx56iF6FzyLIQoq6dOkiRYoUkZEjR9JDAAAgTSScPy8TJ06Up556SjJlykSvulJd0MoNLiPIQop0+F6H8adNmya7d++mlwAAwC07v3CJhIaGSr9+/ehN+DSCLFzXgw8+KDly5DDD+gAAALci8fIVubBkmfTt21eyZs1KZ7pY+MLKDa4jyMJ16TD+wIEDZdKkSRJ/+gw9BQAA3Hb+z8Vii08w5xaAryPIwg31799foqOj5exPv9JTAADALQkXLsr5BX9JVMN6kjdvXnoRPo8gCzcUGRkpL7zwglxZtVZ+bNKK3gIAAC675+gZiQwLkz3fzaT3XGV10QvSBd1CkIWbeuyxx8yCgc899xy9BQAAXBJ38rR89NFHZnkYnesN+AOCLNyUVgF67bXX5IcffpCre/bRYwAAINXO/fSLCa60bDvgLwiykCpdu3aVypUrS+nVG2Vvv8Gyr/8Qeg4AANzQnIZ3yuXV6+TFF1+UzJkz01tusLqyINUF3UOQhdR9UAIDZcSIEbJ48WKZP38+vQYAAG7q2WefleLFi8vDDz9Mb8GvEGQh1Vq1aiUNGjSQ4cOHS2JiIj0HAACu6+quPfLjjz/K66+/LiEhIfSUu6wuekHhC7cQZCHVAgIC5K233pKNGzfKt99+S88BAIAU2Ww2OTvnJ6lWrZp07NiRXoLfCba6AfAudevWlfbt25uy7ju2bTNFMYqOHWV1swAAgAcZU6SMtN+7X0b+MsFMOQD8DZ96uOyNN96Q/fv3y4QJE+g9AACQjC0x0czFatKkiTRv3pzeSQMUvfA+BFlwWYUKFaRHjx6mrPvFixfpQQAAkOTSqrWyZcsWGTlypJlqAPgjgiy45ZVXXpGzZ8/Ku+++Sw8CAADDFhcvZ3/8Re69916pVasWvZIWbDbrN7iMIAtuKVy4sPTv31/efvttiT9zll4EAAByfuFfknDuvKkoCPgzgiy4TRcWzJIli9y+ZReLEwMA4Of+atdRYv9YJIMGDJCyZcta3RzAUgRZcFt0dLQZyZo2bZr88ccf9CQAAH5s8ODBEhUVJS+99JLVTfEpVha9sG9wHUEWbskDDzwg9evXlyeeeEJs8fH0JgAAfujKth3y/fffy6hRo0ygBfg7gizcEq0aNG7cONm+fbucX7SE3gQAwM/oRdbT02dLw4YNpWvXrlY3B/AIBFm4ZVWqVJF+/frJufm/S/y5c/QoAAB+5PzCxRJ/8pSMHTuWku3pweYBG1xGkIU08eqrr0qu6GhpuGU3RTAAAPATWmE47o9FMuDJJ6VSpUpWNwfwGARZSBNZs2aVt956S7799ltZuHAhvQoAgB84M2ueqTT88ssvW90UnxWQaP0G1xFkIc306NFD6tata9bP2vnYU4xoAQDgo/b1HyKfl6sml9dtkHfeecdUHAbw/wiykGYCAwNNEYxt27bJmDFj6FkAAHxUbGysqSx8++23S/fu3a1uDuBxgq1uAHxLtWrVpG/fviZtoEuXLlY3BwAApIMPP/xQduzYIWvXrqXYRXqzuvgEhS/cwkgW0txrr70m4eHh8vTTT9O7AAD4mPiz5+SVV14xlYUrV65sdXMAj0SQhTSXLVs2GTlypHz99ddydccuehgAAB9yZuZcyZQpkwm0AKSMIAvpolevXtKgQQPJNO9X2dyrD0UwAADwAe/mL26KXbz33numsjDSX4DN+g2uI8hCuhXBmDhxohw9elSGDx9OLwMA4OUSLl4y8647dOjAvGvgJgiykG5Klixp0gZ1Bfg///yTngYAwIudnj5b4uPj5aOPPqLYRUay2azf4DKCLKQrXTNL0wYffPBBSYyJobcBAPBCl9dvkstr15sLp3nz5rW6OYDHI8hChqUNnp0zn94GAMAL0wRPfTdTIipXkM6dO1vdHMArEGQhw9IGL/y1VCZXrEmPAwDgRU5PnyVZQ0Jlzy+/kyZoAauLXlD4wj0EWcgQpA0CAOB9Lq3fKJfXbiBNEHARQRYyPG2w/b6jlHQHAMDDre7cSwLn/mKqCZImaCGbB2xwGUEWMgzVBgEA8K4sFKoJAu4hyEKGIm0QAADvSBOcNm0aaYKAmwiykKGoNggAgOdXEzz93SzSBD2E1UUvKHzhHoIsWFpt8OqOXbwDAAB4CJvNZgIsSUhk0WHgFhBkwbK0wSZNmkjQjLmyqlNP3gUAADzAxRWr5PK6DfLtpEksOgzcAoIsWJY2+NVXX0lcXJz07NlTbImJvBMAAFgo9vBROTN9tjzyyCPSsWNH3gtPYbNZv8FlBFmwTP78+WXKlCkyf/586R8TQFl3AAAssvXBxyXbD/OlQpky8v777/M+ALco+FYfALgVLVu2lKFDh8qzzz4rDRo0oDMBALDAk08+KXv37pXVq1dLpkyZeA88iNXFJyh84R5GsmC5119/XWrWrGkWOky4fNnq5gAA4FcurV4nn3/+uYwbN07Kly9vdXMAn0CQBcuFhITI1KlT5dy5c1Lr7w2yt99gq5sEAIBf+K1Fe7k6Y45069ZNevXqZXVzAJ9BuiA8QpEiRWTixIlyzz33yPjx461uDgAAPs8WFy+dOnWSfPnyUa7dk2mqoJW1J6h74RZGsuAx7r77blPafdCgQRJ76F+rmwMAgE8788M82bJli3z33XcSGRlpdXMAn0KQBY/yzjvvmHzwExO/ksSrV61uDgAAPunyhk1yYdFSGT16tFStWtXq5gA+hyALHiU8PFymTZsm4VeuSsP125ifBQBAGos/fUbivp9jMkj69etH/3pJdUErN7iOIAsep3Tp0vLxxx/L119/LZMnT7a6OQAA+AxbQoKcmPSVREdHm4qCAQEBVjcJfuyNN96QevXqmWUDsmbNmuJ9Dhw4IG3atDH3yZ07tzz99NMSHx+f7D5//vmnVK9eXcLCwqRkyZIecf5IkAWPpFWOHnzwQXOFLfbfw1Y3BwAAn3Dmh58k9sAhU9U3W7ZsVjcHqZFos35LJ7GxsXL//fdL3759U/x7QkKCCbD0fsuWLZMvvvjCBFAvvvhi0n10fTe9T5MmTWT9+vUyYMAAefjhh+WXX34RKxFkwWONGTNGypQpI6HfzpRVnXpa3RwAALzaq1G55cLCv+S90aOlTp06VjcHkFdeeUUGDhwolSpVSrE3fv31V9m6dat89dVXZu5gq1at5LXXXjNrumngpTT7qVixYmZ+Ybly5UwRtfvuu0/ee+89S3uYIAseS4eFf/jhB7l8+bL5stichoYBAEDqxOzdL4888oj07t1bnnrqKboNLjt//nyyLSYmJt17cfny5SYAy5MnT9JtLVq0MM+vlTHt92nWrFmyf6f30dutRJAFj1a4cGGZOXOm+aK03r5f9vUfYjYAAJA6S+/uIvLN91KjRg3Ww/LmdbKs3ESkUKFCZi6ffRsxYkS6v/SjR48mC7CU/Xf9243uo4HYlStXxCoEWfB4t99+u1mgWIeDP/roI6ubAwCA10iMjTNVBIODg81FSy0MALjj4MGDcu7cuaRt+PDhKd5v2LBhpqDKjbZt27b5/JsQbHUDgNTQCYwbN26UJ5980uTbAgCAG7PZbHL62+lycss2WbJkieTNm5cug9uioqLMdjODBw+WXr163fA+xYsXT9Vz6md25cqVyW47duxY0t/sP+23Od5H2xoRESFWIciC13j33XfN5Eedn7Vq1SozybHo2FFWNwsAAI/U74pNnlm9zlQS1PLW8E5aZN/KtapcLfKfK1cus6WFunXrmjLvx48fN+Xb1W+//WYCqPLlyyfd56effkr27/Q+eruVSBeE19BUB12oWNdRaN++vVy8eNHqJgEA4JEub/7HpG09++yz0qlTJ6ubA1x3DSwtu64/tVy7/rdu9nO8O++80wRTDzzwgGzYsMGUZX/++efNEj/21Nc+ffrInj17ZOjQoSYNUaeYfPfdd6ZqoZUIsuBVcuTIYSoO7tu3T3r06CG2xESrmwQAgEeJO3pMTn7xjdx1112m3DW8nM1m/ZZOXnzxRalWrZq89NJLJrDS/9Zt9erV5u9BQf/X3p3A2Vz9fxx/z2IW2yCMPZRsWZIoJVuF0K9FpLToJ6WQouKvslNKQn4hhMhalH3fl4io7EKIsa9jFube/+OcXzO/sWbGHd9777yej8dx9zvH9zt37vfz/ZzzOUGaPn26vTSZqaZNm9rjv27duiW9hxnZNGPGDJu9KleunC3lPmzYMFth0EkBbjNgF0lMJRJTMcVM6LuecadwxrRp02w2K2vtWspWz9kPEQAA3iLh3DlFfTpQAcFBOrp1O8cyPnz8mXjf/bW6KDg4zLG+XbgQqxULunBsnEJksuCTGjRoYMfonpo9X59E3up0dwAAcJw7IUEl5y9X1gSXtixbQYAFOIjCF/BZZqy5qThoKthEtGqhkIL5ne4SAACOOTF1hhYuW2nnrdx2223sCT9hil44WviCMW+pQiYLPsusszB8+HCVLl1ahwcP1/mjx5zuEgAAjji9YInOLF6m/v37q1atWuwFwGEEWfBpGTNmtBMii+SOVMaxk7Wm0QtOdwkAgJvq7Np1OjF1uh3hYaquwc+4vaAhxQiy4PPMuglz5861VWkeffRRuWJjne4SAAA3RczmrTo2ZqKaNWumXr16sdUBL0GQBb9gynfOmjVLO3bsUIm5S7W9RRunuwQAQJqaWOlBRY8er/qPPqqhQ4faYfQAvANBFvxG+fLl7RpaS5YsscUwWEMLAOCvzh86rHr16qls2bKaMGGCgoOpZeavAtxuxxtSjiALfqV69eoaO3asxo8fryd2HdDuN9ppT6v2TncLAACPWfnks8rwzUTlypXLzks285MBeBeCLPidhg0batCgQbbCUp8+fZzuDgAAHuM6F6M6deooISHBlmrPkSMHWxfwQuSW4ZdatmypqKgoW2nJFMYAAMDXueLP6/DQr3X2+EktW7ZMBQsWdLpLuBlcfzenOPmzfRiZLPitLl26qEWLFnrllVf0ReESDBsEAPgsM8+44vK1CjwQZYcImjUiAXgvMlnwW6bK0n/+8x8dPnxYjRo10oIFC5zuEgAAKeZ2u3V84vf6cfXPmjJliqpUqcJWTEecLj5B4YvUIZMFvxYUFKRvv/1WFStWtFWYZtSoS0YLAOAzTPGmF4+c0dkVP9ky7Q0aNHC6SwCuA0EW/F54eLh+/PFHFSpUSDVr1tSWLVuc7hIAANfFLDDcvXt39e7dWy+//DJbDfARBFlIF7Jly6Z58+bZcrcm0DLriwAA4M1OzV+kTp06qWvXrraQE9Iptxc0pBhBFtINE2CZeVnZs2eXRozV/DqPM3QQAOCV2sQH6uQPM/X+++/rww8/dLo7AFKIIAvpSmRkpBYuXKgsWbKoRo0a2rVrl9NdAgDgIqcXL1e7du1s9qpbt25sHcAHEWQh3cmTJ48NtMLCwmygtbh+QzJaAACv8F5QJp347ge1b9/ezscylXKRzpnKgk43pBhBFtKlfPnyadGiRQoODlb16tW1e/dup7sEAEjnzixdoddff11t27ZVnz59CLAAH0aQhXSrQIECWrx4sTJkyKBq1aoxRwsA4FiZ9rcSMuj4pKl6++239dlnnxFgIUmA2/mGlCPIQrpWsGBBG2iZMu8mo7V9+3anuwQASGf69u1rs1fvvvuuPv30UwIswA8QZCHdy58/vw20TDEME2idj6K8OwDg5jg1b5Gdf/V///d/+uijjwiwAD9BkAVIyps3rw20cuTIoYRhozWz5qMUwwAApKlXTsXp5I8z1blzZ/Xo0YMAC1fmdNELCl+kCkEWkKy8uymGkTt3bjtHa82aNWwbAIDHud1unfh7DSxTor1Lly4EWICfIcgCLlmw2GS0ihUrppo1a2pIsTJktAAAHrPj1TdVY90mnZ6/SP369dMHH3zA1sU1Bbicb0i54FS8BvBrZsjg/Pnz1ahRI9WvX18jR450uksAAD/gio/XE088oblz52rs2LF69tlnne4SgDRCJgu4gowZM2rKlClq2rSpbW3iA21GyzQAAFJqXZNmyj9pmh0tMX36dAIswM+RyQKuwqyfNWLECFsUo127doqKitLHH3/M9gIApMiF4yf0wAMP6OjRozbIqlixIlsQ18/p4hMUvkgVgizgGgICAtSrVy9bFMOsYXLo0CG5K5RSQFAQ2w0A8I/iD0Tp8JfDlCFbdq1YsUJ33HEHWw1IBxguCFyHN998U+PGjbOt9Jwl2tSsJdsNAHBNsX/sVsyXw3XnrYW1cuVKAiwgHSHIAq7TM888oxkzZmjZsmWqVauWEqKj2XYAgCs699smHR40VOXKldOSJUvs0HMgVdxe0JBiBFlACjz88MN2PP2uXbuUeeR4LX2sEdsPAHCRD8Kz69iw0XrysX9p9uzZioiIYAsB6QxBFpBCd999tx1XHxcXp/vuu8+OtwcAwCwyfGrOAjVv3lyvvvqqJkyYoLCwMDYMbkiA2+14Q8oRZAGpYBYrNuPrc+fOrah+gxSzaQvbEQDSMff5Czo2dqJOTp+trl27atCgQQqiSBKQbhFkAamUJ08eLV26VA0eeURHhnyt18+57FlMAED6knD6tA4NHKwLG37T6NGj9eGHH9rqtADSL0q4AzcgS5YsdtFi84X63nvvKVPFu5SjydMKDMnAdgWAdCBu734d+Wqk5HJr5dKlqlSpktNdgr9hnSyfRCYLuNEPUWCgevToofHjx8u1aasix32vFU800Z5W7dm2AOCnzN/4j3IW0MmBQ1Sh2B3au2ULARaAJARZgIc0btxYy5cvV1RUlO655x799NNPbFsA8ENul0udOnVSkyZN1LBhQ1uiPV++fE53C4AXIcgCPKhChQr6+eefVaRIEVWrVk3dsua2ZzvJagGAf/j1hRYqN3+5evfurT59+tg5WOHh4U53C/7MTPd2OdiYbp4qzMkCPCwyMlILFy5Uy5Yt9eKLL+rXX3/Vxx9/zHYGAB93/shRu3TH/v37NX36dD366KNOdwmAlyLIAtJAaGiohg8frnLlyuntt9/Wpk2b5KpRRYEZOdsJAL4oZtsOHR3xjTLlL2CHg5coUcLpLiGdcHqtKtbJSh2GCwJpxJTvffPNNzV79mytXr1a4cPHaM7DDdjeAOBDzNIc7dyhOvblcD30QFUCLAD+FWT17NlTVapUUcaMGZUtW7YrPmfv3r2qV6+efY5ZJPadd97RhQsXbnpfgeQefvhhrVmzxlYhrFy5ss5t+I0NBAA+wBUXbxcYbtOmjT1pNmPGDGXPnt3pbgHwAT4TZMXHx+vpp5+281yuJCEhwQZY5nkrV67UqFGjNHLkSLt+EeC0YsWK2WxWrVq1dGT4aDXY9qe2Nm/ldLcAAFcRf+CgMg8fI/dvm+0xRd++fRUczCwLOMCdbK0sRxp73a+DrK5du+qtt95SmTJlrvj43LlztXnzZo0ZM0bly5dX3bp11b17dw0aNMgGXoDTIiIiNHnyZPs7OXToUDt5+vzhI053CwBwyfDAMytWK+rTATaoWrdunV544QW2EQD/DLL+yapVq2wAZiq7Japdu7ZOnz5tiw5cTVxcnH1O8gak5Tyt119/3Wa1oqOjdbBPf51du54NDgBewBUTo6Nfj9Xx8d8pU+WKzL+Cd3A0i/V3Q/oNsswCsMkDLCPxtnnsasw6FybDkNgKFiyY5n0F7rrrLnt29NmGDXVs9DjV+mWLNjW78lBYAEDam3xvdWUYPFLBf+zWxIkTdWbZKta/AuCbQVaHDh3smf1rta1bt6ZpHzp27KhTp04ltX379qXpzwMSZcmSRd98841GjBih8ePHq1KlSoo/cPUTAgCAtBkeeHrhUltcK0eOHPrll1/sHHAA8Nkgq127dtqyZcs1W9GiRa/rvfLkyaNDhw5ddF/ibfPYtdYzypo160UNuFnMiYRmzZpp7dq1tvrgiX6D1Ck0QrvfaMdOAIA0lhAdrXLzlunElGlq3bq1VqxYcd3HHcBN4/KChhRztExOrly5bPMEU0TAlHk/fPiwLd9uzJs3zwZNpUqV8sjPANKK+R01Zd7btm2rFi1aaOHChXJVKK3A8DA2OgCkgdg/duvoyLE6FxikadOmqX79+mxnAOlvTpZZA2vDhg320pRrN9dNO3v2rH38kUcesQeqzz//vDZu3Kg5c+bo/fff1xtvvGGzVYC3Cw8P15AhQ+zQQbMWS8iQkfruvhpOdwsA/Irb5dKpOQt0dOAQVSlT1h4zEGABSLdBllnvyhQL6Ny5sw2szHXTfv75Z/t4UFCQpk+fbi9NVqtp06a25Gq3bt2c7jqQIo0bN7ZzAsyi2/fee69Ozpwrd0ICWxEAbtD5I0d1qP9gnZwxx87JNqMGChQowHaFVwtwux1vSLkAt5nxiSSmhLupMmiKYDA/C04y67v16NFD3Xv2VIZ8eZTzucYKKZCPnQIAqchenVm6Qid/nKWgiCy65bnGivr8P2xHePXxZ+J9te58V8FBzo3KupAQpwW/9+HY2F8zWUB6ExISYjOx69auVYnst+hI34FqdixaO1590+muAYBPZa8KTZqmE9/9qNYtW+rknr0EWPAtTq+RRT7G9wpfAPhnFSpUsMNiu3fvbtvUqVMVX7sGWS0AuM7sVVjBglqyZIkefPBBthmAm4JMFuAjWS0TYJkKhKbwS2JWi7laAHDt7FWr117Tr7/+SoAF4KYikwX4cFYrMG8kc7UA4CrZq8WLF6tatWpsH/g2p4fsMVwwVchkAT6c1bp0rtaeVu2d7h4AOGJ+nccvy14RYAFwCkEW4ONZrQ4dOtigq1KlSna9FwBIb9mr04uXqWzZsjpw4IDNXg0YMECZMmVyumsA0jGCLMCP5mpVrFhRJ6ZOlys21umuAUCai9u7X1H9BtnsVfPmzclewT85XVmQ4YKpQpAF+FFWq0uXLjq/co0S+n2p3rfk1+432jGEEIDfWdekmer8vlOHPh2g4lkitHTpUrJXALwKQRbgR1mtTp06acuWLbr33nv17LPPqmbNmtq0aZPTXQMAzxW2WPGTihcvrnHjxqlfv35av369qlatyhaG/3J5QUOKEWQBfubWW2/Vd999p9mzZ+uvv/5SuXLl9NTug/r1hRZOdw0AUi3uz32KHDNZx8dPVr169bRt2za9+eabCg6mUDIA70OQBfip2rVr67fffrNztgYPHmzP/J5du15uxlYD8CEJZ6N1bNxkRfUdqPj4eC1fvlyjRo1Snjx5nO4aAFwVQRbgx0JDQ9WxY0c7hPCBBx7QsdHjdGjAYMUfOOh01wDgn4cGLl+lA937KPqXjcr+1L/s3NP777+fLYd0JcDtdrwh5QiygHSgUKFCmjRpkubOnavCQRl0uE9/PfHHX9r4/CtOdw0ALhO3Z69yjZ6o4xO+1wuNGung7j06PmkKQwMB+AyCLCAdefjhh22J4549e+qrr7767xDC1WvtGWMAcNqFU6d07NtJdmigWZZixYoV+vrrrxUZGel01wDnOF2+nUxWqhBkAemwCuF7772nrVu3qnr16jo2dqIyDxml/gWLUfIdgCN+ee7femb/UR3v2Vch23Zq0KBBdmhglSpV2CMAfBJBFpBOFShQQOPHj7cLGZsJ5I8//rid62DWmwGAm8EVf16n5i/SbbfdpoEDB+rtt9/Wrl279PrrrysoKIidAMBnEWQB6dw999yjBQsW2PlacXFxqlatmkrNXKgfqj5sFzI2DQA8xfxN2flaW3UKjVBC3y90dsZcNWnSRDt37lSPHj0UERHBxgaSc7mdb0gxgiwASfO11q5dqwkTJmjHjh2666671LRpU3tWGQA8wSwhMXnyZJUuXVotWrSwJ3VM9VMzPDBv3rxsZAB+gyALwP/+IAQGqlGjRtq8ebO+/PJLLVy4UCVKlNDxSVOVcPoMWwpAqsVs26moTwfq6aefVpEiRbR+/Xp9++23uv3229mqAPwOQRaAy2TIkEGvvvqqHb7TtWtXBW78XSd69dWLR87IFRPLFgNw3eL27tehQUN1+IshKp8nrz15M3v2bJstB3AdnK4sSHXBVAlO3csApAcZM2a0ixmbgOujjz5Snz59FB8cpKw1qynLA/cpMDzM6S4C8FLx+//SqTkLdW7DrwqOzK3vv//eFtgJCAhwumsAkObIZAH4Rzly5LABlpmr1fzZ5xQ9a55O9/xUzx08oTWNXqBABgBr9xvtNLpsJZWcsUAHP/5ckafOaNiwYYrZ/5eeeOIJAiwgVZzOYlH4IjUIsgCkqOz7kCFDtHv3bv373/9W//79VbhwYbVu3Vp//vknWxJIxwUtzv2+WQ888IAtZrF//36NGTNG27dvt38rgoMZOAMgfSHIApBi+fPnV9++fW1gZRY2Tpy8Xm3tb5pZ89GkzBbl3wH/L8XeK0c+RXz1jY4M+dreP23aNG3cuFHPPfccwRWAdIsgC0Cq3XLLLercubP27t2rTz75xK63ZUozm2FBZpFjAP7Jff68Bg8erOLFi9tgypx4WbJkiZYvX6769evbSqUAPPWBo/CFL+KvIIAblilTJrVt29auqTV8+HBbAr5y5cqqVauWYrZut0OJAPg+U1301PxF+qtLb73++uuqWLGiLcU+a9YsPfjgg8y5AoC/EWQB8JiQkBC9/PLLNsiaNGmSTp48qcODvlLu0RP1ca6C2t6iDVsb8EHLH3/GFro506uvomfOU7NGjbVt2za7eDml2AHgcgRZADwuKChIDRs21M8//6w5c+YoS5YseuaZZ3Trrbfq5Iw5unDiJFsd8HImA20y0Ye/GmUL3AwYMMCeRDGFb7766isVK1bM6S4C6YPL7XxDihFkAUgzZj2cRx55xC4++ttvv+nJJ59UwvLViur6kSosXKlhJcrbks8AvMeGps3V9kKwwr4YZjPRRRPcGjhwoA4cOGAL3pj5VwCAayPIAnBT3HnnnRo0aJA9UDMHbKa088MPP6wSJUro9KJlcp2LYU8ADorbt1/Hvp2kfPny6Z133lGFChW0dOlSe4KkZcuWNiMNwAFul/MtjfTs2VNVqlRRxowZlS1btquesL20jR8//qLnLF682P7NCg0NtdWOR44cKaexcAWAm8ocqJkDttdee81WIvvPf/6j8RMn6uS0WcpU8S5lrnqfQgsWYK8AN6lKYPQvv+rMspWK37NXQdki1LVTJ7u2VZ48edgHANJUfHy8nn76ad133322cNbVfP3116pTp07S7eQBmRnCXK9ePXtcMXbsWFvpuHnz5sqbN69q167t2B4kkwXAEeZMVNWqVTVu3Dgd/Osvde/cWdn2HVBUn/7KM2ayumXNra3NW7F3gDSw8NEn1XjfEUX37Ktj34xXtWLFNXXqVMUeOapOnToRYAG4Kbp27aq33npLZcqUuebzTFBlTvwktrCwsKTHzHISRYoUscOZS5YsqVatWtl54f369ZOTCLIAOM78wTQHduZslDnQy5o1q1588UU79+PYhO8Vu2sPZeABD5RfP7t6rQ4NHGKH0wwdOlQvvPCCrRI4d+5c/etf/2LxYMAbsU6W3njjDeXMmVOVKlXSiBEjLjomWLVqlR566KGLNpnJYJn7ncRwQQBeIzg42B7ombZjxw4NGzZM3377rfYvX2XPUplFT02rM3+6010FfIL7wgXFbNmumqfO6YcfflBcXJyqVaumFzr8nxo3bmznQQDA9Th9+vRFt838J9PSWrdu3VSzZk3798qcEDJr9J09e1Zt2vx3WZioqChFRkZe9Bpz2/Q3JiZG4eHhcgJBFgCvZMpDf/zxx+rdu7edfG/GWZuCGT169FBIoQLKdE8FZapQXkFZmYwPJGfO8Mbt/lPRP6/XufUb5Yo+py1ly9phOU2aNFHBggXZYABS7NK/HZ07d1aXLl0ue16HDh3s9/e1bNmyxRa+uh4ffPBB0nWzLl90dLQ++eSTpCDLWxFkAfBqgYGBql69um0myJoxY4YNuKb/OF2npky3FQqbNm2qxx9/XJkzZ1bhLz51usvATbenVXs77M98Nkzbu2uXChQooNffaGWzv2XLlmWvAL7KrlPl4FpVf6+TtW/fPjucP9HVsljt2rXTSy+9dM23LFq0aKq7U7lyZXXv3t1m5k0fzJSDQ4cOXfQcc9v01akslkGQBcBnmImuTz31lG3Hjx/X5MmT7QHl888/b4cRmEArJmu4wkoUU0BQkNPdBdJcwukzil6/QfeMmmAX/46IiLATvk2VrgcffNCepAAATzBBS/Ig62py5cplW1rZsGGDsmfPnhTkmcqEM2fOvOg58+bNs/c7iSALgE/KkSOHWrRoYduff/5p526NGTNGhzdvVmDGjAovXULhZUorvOQdCkxWhQjwdecPHda53zcr5rfNitu1x6R7VaBBAztEx5QxTl51C4AfFb5w8uenkb1799qTpuYyISHBBlCGKc5jRqdMmzbNZqXuvfde+7fNBE+9evVS+/btk97DlG7/4osv9O677+rll1/WwoULNXHiRDvyxUkB7uTlOWAnyZkzgadOnbquaB2A9zB/zjZu3KjvvvtOP/74o3799VeFhITYoYaPPfaYeh87oOAc2Z3uJpAi7oQEO8fq+QyZ7O+1WcjbDIExQ2XN7/UTTzxhTzoA8K/jz8T7Hsr3qoID077AxNVccMVp/oEhaXJs/NJLL2nUqFGX3b9o0SL73T179mx17NhRO3futN/xJvgya22+8sorF2XqzWLEphT85s2b7VBpM4/rn4YspjWCrEsQZAH+Y8+ePfYsmDkwNX+AL1y4oAwF8injnaUUXqaUQgrkVwDDqeCFXLGxtipgzG+bFLNpq1znztl5B/Xr17eBVa1atagMCPiR9Bpk+TOGCwLwW4ULF1br1q1tM18Oc+bMsQGXGUIQNXu+8uXLpwYNGtiDVlMeNnGYFcUz4EThCjOpPPGkgDmLGx8fbxfofOytt+zvaMWKFZljBaRHtu6Fk8MFnfvRvoxM1iXIZAH+7/z581qxYoU9mDVrB+3atctmBUygVaNGDX1yaK9C8ucjy4U05YqJUewfuxW7/Q8VPX7KDnU1a8WZdaxMUGVOAJj14QCk80xWXpPJCnGsbxdc8Zp/kExWShFkXYIgC0hfzBhvs16HCbjMhNqVK1cqNjZW2bJls9XZEsvHlytX7qIsAtkuXG+GKpE5eFq+fLkdumoyVb/88otcLpedP2CC+0cffVR16tSxv3sA0pdrBll5WjgfZEUNZbhgCjFcEEC6FhAQoFKlStlmqrOZdTfWrFljD4LNwbCZcGvuM+ViE4Muc0DsdrnIdOGaXDGxtqyw+T0ybd26dTaoyp8/v/0dMpO3ze+TWS/G/B4CAPwHmaxLkMkCkJzJav30009JB8qrVq2yQZcpEx96exGFFbtdYbcVUYZ8eVibK51LiI5W/J59it35h2J3/KH4fX9JLpfy5s1rgyrTTFB12223EVQBuAiZLP9DJgsArsEUwzBzZEzr3LmzDbpWr16dNORr9bRZOhEfbxdFLFu2rO6++27bTJGC0qVLq9iQ/mxfPw2oRlSoYhcANhkq0/bv2WMfM1UA6/0dUJnAypQcJlMFINVcLvOPwz8fKUUm6xJksgCkRExMjNavX28PshMPuLdu3WqHhZnAyx2ZWyGF8iukYAGFFiqgDHnJePlkhmrfX4rfu1/x+/Yrbu9+JRw/YR/LkiWLKlSoYIPqxOCaoAqARzNZuZs7Pyfr8DDmZKUQmSwAuAFmUdj777/ftkTR0dF21frEDIcJvrau/D4p8Eqe8SpZsqTuuOMO5cyZ86JsB4U1bn5hClN10qytZhb7NQtZX5qhMgFVJbPfaj2StP9MQJW8IAoAAAZBFgB4WKZMmf4x8Fq2bJmGDh1qAy/DVJQzwVbx4sXtZfSubcqQO6eCc+VSYKhzZzD9sZpkwukzunD4iM4fPqL2e9rboMq0P/74wy5YbZgzySZD9dRTTxFQAXCWWSPL0XWyWCgrNQiyAMChwMsMNTQH9okH+du2bbOXs2bN0tGjR5OeF5QtQhly51Jw7pzKkCuXMkTmUvAtORSUNasCwsOY73MJd0KCEs6eVcKJU7pw9JgNps4fOqILR0xgdVTuuLj/PjEgQFOLFrWBbd26dW1wmxjomoWqyVABAFKLIAsAHBxqeOedd9p2qePHjycFX8kDsB3r5utETMxFhTlMQGAq2CVeJr9uLutM/06BGcN9PhizwdPpM/q+9mM6ePCgDhw4YC+TXzeXhw8fthmrRKYQRTkTQFWoeFG20JRODwkhSwjAy5HJ8kkEWQDghXLkyKF7773XtuTM8ML9+/dr7969FwUWiZebNm2y10+c+G9hhiTBwQrKmkXBEVkVEBamwLBQBYSG/u/y7xYQGpLssbD/3jb3h4Uq0AQkZv5RQMB1BWw20Pm7mQDJHRsnV1yczSS5Ys1lvL1t77vssf/dbwpPJJw6LVf0OftelT/sad8/KCjIBlCJwWSlSpUuCzhNuXQzcRwAgJuJIAsAfIgZwlaoUCHbrsUMRYyKirosEDPNVKw6c+aMbWePnEi6fvrMmaQ5Sdfbl+TNBFUmCExsybNJ/yRjxoy2sETmzJntpb2eM9Je3nLLLZdl58ylKRZiAi0AALwNQRYA+OlQxCJFitiWEmahZRt8nT37v0Ds7+umeEfyIMq0hISEpMtLgy4TACVeDw4OTgqeLg2mzHw1giUAuAqXOWHldvjnI6UIsgAASUyJedNMlggAAKQOi3sAAAAAgAeRyQIAAAC8lNtt5ri6HP35SDkyWQAAAADgQWSyAAAAAG9lKrU6WXwiBZVi8T9ksgAAAADAgwiyAAAAAMCDGC4IAAAAeCs7XI/hgr6GTBYAAAAAeBCZLAAAAMBbuVxSgINl1CnhnipksgAAAADAgwiyAAAAAMCDGC4IAAAAeCsKX/gkMlkAAAAA4EEEWQAAAADgQQwXBAAAALyU2+WS28Hqgm6qC6YKmSwAAAAA8CAyWQAAAIC3ovCFTyKTBQAAAAAeRJAFAAAAAB7EcEEAAADAW7ncUoDb4eGKSCkyWQAAAADgQQRZAAAAAOBBDBcEAAAAvJUdrufcOlkMF0wdMlkAAAAA4EFksgAAAAAv5Xa55Xaw8IWbwhepQiYLAAAAADyIIAsAAAAAPIjhggAAAIC3crscLnzh4M/2YWSyAAAAAMCDyGQBAAAAXorCF76JTBYAAAAAeBBBFgAAAAB4EMMFAQAAAG9F4QufRCYLAAAAADyITNZVVrU+ffq0J7czAAAAcEWJx52Jx6HJXdB56fK7bxr785FiBFmXOHPmjL0sWLBgyrcmAAAAcAPHoREREfZ6SEiI8uTJo+VRMx3fnqYfpj+4fgHuK4XM6ZjL5dKBAweUJUsWBQQEON2ddHkmxwS4+/btU9asWZ3uDjyIfevf2L/+i33rv9i33sMcjpsAK1++fAoM/N9sntjYWMXHx8tpJsAKCwtzuhs+hUzWJcwvdoECBZzZG0hiAiyCLP/EvvVv7F//xb71X+xb75CYwUrOBDYEN76JwhcAAAAA4EEEWQAAAADgQQRZ8CqhoaHq3LmzvYR/Yd/6N/av/2Lf+i/2LZB2KHwBAAAAAB5EJgsAAAAAPIggCwAAAAA8iCALAAAAADyIIAteo2fPnqpSpYoyZsyobNmyXfE5e/fuVb169exzcufOrXfeeUcXLly46X3FjStcuLBd8Dt5++ijj9i0PmjQoEF2f5q1XCpXrqw1a9Y43SV4QJcuXS77jJYoUYJt64OWLl2qBg0a2IVuzX6cOnXqZQvhfvjhh8qbN6/Cw8P10EMPaceOHY71F/AHBFnwGmZF86efflotW7a84uMJCQk2wDLPW7lypUaNGqWRI0faLwb4pm7duungwYNJrXXr1k53CSk0YcIEvf3227Yq6Pr161WuXDnVrl1bhw8fZlv6gdKlS1/0GV2+fLnTXUIqREdH28+mOSFyJX369NGAAQM0ePBg/fTTT8qUKZP9HMfGxrK9gVSiuiC8jgmc2rZtq5MnT150/6xZs1S/fn0dOHBAkZGR9j7zhfDee+/pyJEjCgkJcajHSA2T+TD72TT4LpO5uueee/TFF1/Y2y6XSwULFrQBc4cOHZzuHm4wk2UyHhs2bGA7+hGTyZoyZYoef/zxpCyWyXC1a9dO7du3t/edOnXKfs+a7+NnnnnG4R4DvolMFnzGqlWrVKZMmaQAyzBn2k6fPq1NmzY52jekjhkeeMstt+iuu+7SJ598wtBPH2OyyuvWrbNDixIFBgba2+bzCt9nhoyZA/CiRYvqueees0O24V92796tqKioiz7HERER9gQKn2Mg9YJv4LXATWW+BJIHWEbibfMYfEubNm1UoUIF5ciRww7/7Nixox2O9NlnnzndNVyno0eP2mG8V/pcbt26le3o48xBtslkFC9e3H42u3btqqpVq+r3339XlixZnO4ePCTx+/NKn2O+W4HUI5OFNGWGC106cfrSxsFY+tzfZh5P9erVVbZsWb322mvq27evBg4cqLi4OKf/GwAk1a1b186TNZ9RM2pg5syZdhj3xIkT2T4A8A/IZCFNmTHeL7300jWfY4ahXI88efJcVrXs0KFDSY/Bt/e3OWtuKkXu2bPHnjmH98uZM6eCgoKSPoeJzG0+k/7HVH294447tHPnTqe7Ag9K/Kyaz62pLpjI3C5fvjzbGkglgiykqVy5ctnmCffdd58t826qlpny7ca8efOUNWtWlSpVyiM/A87tbzO53sznSdy38H6m2Mzdd9+tBQsWJE2iN4UvzO1WrVo53T142NmzZ/XHH3/o+eefZ9v6kSJFithAy3xuE4MqM9fZVBm8WrVfAP+MIAtew0yoPn78uL008zwSK1rdfvvtypw5sx555BEbTJkveFNu1owVf//99/XGG28oNDTU6e4jBcxkavMFXqNGDTu3w9x+66231LRpU2XPnp1t6UPMsM8XX3xRFStWVKVKlfT555/bctHNmjVzumu4QabSnFlb6dZbb7VVXU2ZfpO5bNKkCdvWBwPk5BlIU+zCfMeaObGFChWyVV579OihYsWK2aDrgw8+sAVPEk+eAEgFN+AlXnzxRbf5lby0LVq0KOk5e/bscdetW9cdHh7uzpkzp7tdu3bu8+fPO9pvpNy6devclStXdkdERLjDwsLcJUuWdPfq1csdGxvL5vRBAwcOdBcqVMgdEhLirlSpknv16tVOdwke0LhxY3fevHntfs2fP7+9vXPnTratDzLfo1f6fjXfu4bL5XJ/8MEH7sjISHdoaKi7Vq1a7m3btjndbcCnsU4WAAAAAHgQ1QUBAAAAwIMIsgAAAADAgwiyAAAAAMCDCLIAAAAAwIMIsgAAAADAgwiyAAAAAMCDCLIAAAAAwIMIsgAAAADAgwiyAAA3JCAgQFOnTk3Va1966SX7+ht5j0RdunRJeq/PP//8ht4LAIAbQZAFAD4uISFBVapU0ZNPPnnR/adOnVLBggXVqVOnNP35Bw8eVN26dVP9+jp16tzwexjt27e371OgQIEbeh8AAG4UQRYA+LigoCCNHDlSs2fP1tixY5Pub926tXLkyKHOnTun6c/PkyePQkNDU/1689obfQ8jc+bM9n3M9gAAwEkEWQDgB+644w599NFHNrAy2ZwffvhB48eP1+jRoxUSEnLV133zzTeqWLGismTJYgOUZ599VocPH056vFu3bsqXL5+OHTuWdF+9evVUo0YNuVwuezv5UL/4+Hi1atVKefPmVVhYmG699Vb17t07Rf+XPXv22PecOHGiqlatqvDwcN1zzz3avn271q5da/trAiqT+Tpy5EgqthYAAGmLIAsA/IQJsMqVK6fnn39eLVq00IcffmhvX8v58+fVvXt3bdy40QZKJsAx86QSmaGGhQsXVvPmze3tQYMGaeXKlRo1apQCAy//ChkwYIB+/PFHGyBt27bNZtbM61PDZODef/99rV+/XsHBwTYAfPfdd9W/f38tW7ZMO3futP9HAAC8TbDTHQAAeIbJ/nz55ZcqWbKkypQpow4dOvzja15++eWk60WLFrVBkskanT171maLzNC7MWPGqHz58vb9zOPDhg1ToUKFrvh+e/fuVbFixfTAAw/Y/phM1o3Msapdu7a9/uabb6pJkyZasGCB7r//fnvfv//9bztMEgAAb0MmCwD8yIgRI5QxY0bt3r1b+/fv/8fnr1u3Tg0aNLBBkxkyWK1ataRgKXnw9emnn+rjjz/WY489ZjNKV2OyYBs2bFDx4sXVpk0bzZ07N9X/l7JlyyZdj4yMtJcmeEx+X/KhjQAAeAuCLADwE2YYX79+/TR9+nRVqlTJZnrcbvdVnx8dHW0zRVmzZrXD+sx8pylTpiTNrUpu6dKlNqtlhhNeuHDhqu9ZoUIFG+CZIYgxMTFq1KiRGjZsmKr/T4YMGZKum6zYle5LnBcGAIA3IcgCAD9w7tw5m0Vq2bKlLUoxfPhwrVmzRoMHD77qa7Zu3WoLWpiCGabARIkSJa6YGZowYYK+//57LV682Ga4TAB1LSZoa9y4sb766iv72u+++07Hjx/3yP8TAABfQJAFAH6gY8eONmtlAibDFJswQ/xMoQiTfboSM0TQVB4cOHCgdu3aZQtWXBpAmSGHJnAzQwXNPKuvv/5avXr10urVq6/4np999pnGjRtnAzhTDXDSpEm2amG2bNnS4H8NAIB3IsgCAB+3ZMkSW/XPBEBmPlaiV1991S5SfLVhg7ly5bKFI0wgVKpUKRugmcAskXmNyY6ZoYemLLthhheaoKtp06a2OMalzLyuPn362DLrpoCGCfBmzpx5xUqEAAD4qwD3tQbsAwCQhkwQd/LkyaR1tjzBZPHatm1rGwAATuDUIgDAUaZQhykXby5vhBnGaN4neWVEAACcQCYLAOAYU2jj9OnT9nrevHmVKVOmVL+XKa6RWGDDDIWMiIjwWD8BAEgJgiwAAAAA8CCGCwIAAACABxFkAQAAAIAHEWQBAAAAgAcRZAEAAACABxFkAQAAAIAHEWQBAAAAgAcRZAEAAACABxFkAQAAAIAHEWQBAAAAgDzn/wH8yWQWAxekFgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from astrohack import plot_2d_maps_from_rt_xds\n",
    "\n",
    "plot_2d_maps_from_rt_xds(\n",
    "    rt_xds_filename=vla_rt_filename,  # Name of the input XDS file with RT results\n",
    "    keys=[\"phase\", \"total_path\"],  # Keys to be plotted\n",
    "    rootname=plot_base_names,  # Base name for plot files\n",
    "    phase_unit=\"deg\",  # Unit for phase plots\n",
    "    length_unit=\"m\",  # Unit for other available keys\n",
    "    colormap=\"viridis\",  # Colormap to be used in plots\n",
    "    display=True,  # Display plots below\n",
    "    dpi=300,  # Resolution for the png plots\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1d73347-7db3-481f-bb62-2ba82888d828",
   "metadata": {},
   "source": [
    "## Radial projection plot\n",
    "Another interesting visualization is the projection of the rays as seen from a cross section across the middle of the primary dish.\n",
    "This allows us to track the path of rays from the sky and into the horn.\n",
    "The user is encouraged to play with the ray tracing parameters and check when rays simply stop being detected at the horn.\n",
    "It is also interesting to make this plot with nrays=0 to obtain a simplified schematic of the telescope's optical design."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5f513e83-723d-4ef8-b5f9-5a369995451f",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-02-10T16:54:36.280249217Z",
     "start_time": "2026-02-10T16:54:34.588330264Z"
    },
    "execution": {
     "iopub.execute_input": "2026-06-08T22:31:00.311416Z",
     "iopub.status.busy": "2026-06-08T22:31:00.311320Z",
     "iopub.status.idle": "2026-06-08T22:31:00.637381Z",
     "shell.execute_reply": "2026-06-08T22:31:00.636959Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1600x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from astrohack import plot_radial_projection_from_rt_xds\n",
    "\n",
    "plot_radial_projection_from_rt_xds(\n",
    "    rt_xds_filename=vla_rt_filename,  # RT XDS filename\n",
    "    plot_filename=plot_base_names\n",
    "    + \"rz.png\",  # Name of the file to be saved to disk with the plot\n",
    "    nrays=50,  # No rays plotted here\n",
    "    display=True,  # Display plot below\n",
    "    dpi=300,  # Resolution for the png plot\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bf42c2a4-a071-44ec-abcd-bd8e5c193376",
   "metadata": {},
   "source": [
    "## Comparison to Astrohack's VLA phase fitting\n",
    "Last but not least, we have a check against the phase fitting mechanism present in `astrohack.holog`.\n",
    "For this analysis is important to understand that some phase effects are in fact degenerated with each other.\n",
    "A Z offset of the secondary reflector creates a ringing effect on the phases but also a large phase offset, which makes the phase offset mildly degenerate with the focus offset, making it difficult to isolate one effect from the other.\n",
    "Similarly, X & Y displacements of the secondary are degenerate with pointing offsets.\n",
    "Hence if the user wants to check if a pointing offset is recovered by the phase fitting algorithm, they should set `fit_xy_secondary_offset` to False, and vice versa.\n",
    "Unfortunately, it is not possible to do the same with the focus offset as it not possible to turn off the phase offset in the phase fitting algorithm.\n",
    "It is also important to bear in mind that the phase fitting algorithm is not capable of fitting phase offsets larger than ~1 arc minute, or secondary offsets larger than ~3 mm."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "19149c3d-0f70-4b7e-be92-287204f2f022",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-02-10T16:54:42.711573540Z",
     "start_time": "2026-02-10T16:54:36.304025440Z"
    },
    "execution": {
     "iopub.execute_input": "2026-06-08T22:31:00.639133Z",
     "iopub.status.busy": "2026-06-08T22:31:00.639049Z",
     "iopub.status.idle": "2026-06-08T22:31:02.098543Z",
     "shell.execute_reply": "2026-06-08T22:31:02.098173Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Comparison between input and fitted values\n",
      "+----------------+-------------+-----------+-------------------------+------+\n",
      "|   Parameter    |    Value    | Reference |        Difference       | unit |\n",
      "+----------------+-------------+-----------+-------------------------+------+\n",
      "|  Phase offset  | 0.061 ± 0.0 |    0.0    |   0.06137420695207363   | deg  |\n",
      "| X point offset |  0.0 ± 0.0  |     0     |  1.9817769123729854e-13 | asec |\n",
      "| Y point offset |  0.0 ± 0.0  |     0     |  1.8423009475860486e-13 | asec |\n",
      "| X focus offset |  0.0 ± 0.0  |     0     | -1.5118157136122566e-14 |  mm  |\n",
      "| Y focus offset |  0.0 ± 0.0  |     0     |  -1.513528053024598e-14 |  mm  |\n",
      "| Z focus offset | 0.056 ± 0.0 |     0     |   0.05645696565210602   |  mm  |\n",
      "+----------------+-------------+-----------+-------------------------+------+\n",
      "\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x800 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 1.37 s, sys: 83.1 ms, total: 1.45 s\n",
      "Wall time: 1.46 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "from astrohack import apply_holog_phase_fitting_to_rt_xds\n",
    "\n",
    "apply_holog_phase_fitting_to_rt_xds(\n",
    "    rt_xds_filename=vla_rt_filename,  # RT XDS filename\n",
    "    phase_plot_filename=plot_base_names\n",
    "    + \"vs-fit.png\",  # Name of the file to be saved to disk with the phase comparison plot\n",
    "    fit_pointing_offset=True,  # Fit pointing offsets\n",
    "    fit_xy_secondary_offset=True,  # Fit secondary offsets in the X&Y directions\n",
    "    fit_focus_offset=True,  # Fit Z offsets of the secondary\n",
    "    phase_unit=\"deg\",  # Unit for phases in plots\n",
    "    colormap=\"viridis\",  # Colormap for phase plots\n",
    "    display=True,  # Display plot below\n",
    "    dpi=300,  # Resolution for the png plot\n",
    ")"
   ]
  }
 ],
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