{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 3D Alexandria Advanced\n",
    "\n",
    "![alexandria_3d](images/alexandria_3d_database.png)\n",
    "\n",
    "\n",
    "In this example, we will be using ParquetDB to do some analysis on the 3D Alexandria database. This assumes you have already done Example 1 - 3D Alexandria Database. In that example, we created a database from scratch. Here, we will be using the pre-existing database.\n",
    "\n",
    "Materials can be classified into four main electronic categories based on their **band gap** characteristics: **semiconductors**, **insulators**, **metals**, and **semimetals**. The band gap is a crucial property that determines how a material conducts electricity and interacts with electromagnetic waves. This section of the notebook explores how to identify these categories by analyzing the **direct band gap** (`band_gap_dir`) and **indirect band gap** (`band_gap_ind`) values stored in the database.\n",
    "\n",
    "#### Key Concepts:\n",
    "1. **Band Gap**: The energy difference between the material's valence band (occupied by electrons) and conduction band (unoccupied). It determines whether a material can conduct electricity:\n",
    "   - A **large band gap** indicates that the material does not conduct electricity easily, making it an **insulator**.\n",
    "   - A **small band gap** allows for moderate conductivity, characterizing **semiconductors**.\n",
    "   - A **zero band gap** suggests that electrons can move freely, which is typical of **metals** or **semimetals**.\n",
    "\n",
    "2. **Direct Band Gap vs. Indirect Band Gap**:\n",
    "   - **Direct Band Gap**: Electrons can transition directly between the valence and conduction bands without a change in momentum. This is particularly important for optoelectronic applications (e.g., LEDs and lasers).\n",
    "   - **Indirect Band Gap**: Electron transitions require a change in momentum, involving interactions with the material's lattice vibrations (phonons).\n",
    "\n",
    "#### Material Categories:\n",
    "- **Semiconductors**:\n",
    "  - Band gap (direct or indirect): **0.1 to 3 eV**.\n",
    "  - These materials exhibit moderate electrical conductivity, making them crucial for electronic devices like transistors and solar cells.\n",
    "  \n",
    "- **Insulators**:\n",
    "  - Band gap (direct): **> 3 eV**.\n",
    "  - These materials do not conduct electricity under normal conditions due to their large band gap.\n",
    "\n",
    "- **Metals**:\n",
    "  - Direct band gap: **0 eV**.\n",
    "  - Metals lack a band gap, allowing free movement of electrons, making them excellent conductors of electricity and heat.\n",
    "\n",
    "- **Semimetals**:\n",
    "  - Band gap (direct or indirect): **< 0.1 eV**.\n",
    "  - Semimetals have small or negligible band gaps, resulting in electronic behavior that lies between metals and semiconductors.\n",
    "\n",
    "---\n",
    "\n",
    "#### What You'll Learn in This Section\n",
    "In the following cells, we:\n",
    "1. Query the database to identify materials in each category.\n",
    "2. Measure the time it takes to filter the data for performance benchmarking.\n",
    "3. Extract the number of materials belonging to each category."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install parquetdb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import time\n",
    "import copy\n",
    "\n",
    "import pandas as pd\n",
    "from pyarrow import compute as pc\n",
    "import pyarrow as pa\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from parquetdb import ParquetDB, config\n",
    "from parquetdb.utils.external_utils import plot_periodic_table_heatmap\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "============================================================\n",
      "PARQUETDB SUMMARY\n",
      "============================================================\n",
      "Database path: Z:\\data\\parquetdb\\data\\external\\alexandria\\AlexandriaDB\\alexandria_3D\n",
      "\n",
      "• Number of columns: 128\n",
      "• Number of rows: 4389295\n",
      "• Number of files: 1\n",
      "• Number of rows per file: [4389295]\n",
      "• Number of row groups per file: [22]\n",
      "• Serialized metadata size per file: [377883] Bytes\n",
      "\n",
      "############################################################\n",
      "METADATA\n",
      "############################################################\n",
      "\n",
      "############################################################\n",
      "COLUMN DETAILS\n",
      "############################################################\n",
      "\n"
     ]
    }
   ],
   "source": [
    "db_path = os.path.join(\n",
    "    config.data_dir, \"external\", \"alexandria\", \"AlexandriaDB\", \"alexandria_3D\"\n",
    ")\n",
    "db = ParquetDB(db_path=db_path)\n",
    "print(db)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Filtering for Electronic Categories\n",
    "\n",
    "In this section, we will filter the database to identify materials in each electronic category. We can easily do this with ParquetDB's `read` method and applying the appropriate filters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_semiconductor_filter():\n",
    "\n",
    "    # Define direct and indirect band gap filters between 0.1 and 3 eV\n",
    "    band_gap_dir_in_range = (pc.field(\"data.band_gap_dir\") >= 0.1) & (\n",
    "        pc.field(\"data.band_gap_dir\") <= 3\n",
    "    )\n",
    "    band_gap_ind_in_range = (pc.field(\"data.band_gap_ind\") >= 0.1) & (\n",
    "        pc.field(\"data.band_gap_ind\") <= 3\n",
    "    )\n",
    "\n",
    "    # Define conditional expression to handle the interaction between direct and indirect band gaps\n",
    "    filtered_expr = pc.if_else(\n",
    "        (pc.field(\"data.band_gap_ind\") != 0)\n",
    "        & (pc.field(\"data.band_gap_ind\") < pc.field(\"data.band_gap_dir\")),\n",
    "        band_gap_ind_in_range,\n",
    "        band_gap_dir_in_range,\n",
    "    )\n",
    "    return filtered_expr\n",
    "\n",
    "\n",
    "def create_insulator_filter():\n",
    "    return pc.field(\"data.band_gap_dir\") > 3\n",
    "\n",
    "\n",
    "def create_metal_filter():\n",
    "    return pc.field(\"data.band_gap_dir\") == 0\n",
    "\n",
    "\n",
    "def create_semimetal_filter():\n",
    "\n",
    "    # Define direct and indirect band gap filters for semimetals. Less than 0.1 eV\n",
    "    band_gap_dir_in_range = pc.field(\"data.band_gap_dir\") < 0.1\n",
    "    band_gap_ind_in_range = pc.field(\"data.band_gap_ind\") < 0.1\n",
    "\n",
    "    # Define conditional expression to handle the interaction between direct and indirect band gaps\n",
    "    filtered_expr = pc.if_else(\n",
    "        (pc.field(\"data.band_gap_ind\") != 0)\n",
    "        & (pc.field(\"data.band_gap_ind\") < pc.field(\"data.band_gap_dir\")),\n",
    "        band_gap_ind_in_range,\n",
    "        band_gap_dir_in_range,\n",
    "    )\n",
    "    return filtered_expr\n",
    "\n",
    "\n",
    "semiconductor_filter = create_semiconductor_filter()\n",
    "insulator_filter = create_insulator_filter()\n",
    "metal_filter = create_metal_filter()\n",
    "semimetal_filter = create_semimetal_filter()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, let's apply these filters to determine the distribution of materials in each category.\n",
    "\n",
    "Here, I do not want the entire table, just the ids. If you read all the columns, you will likely run out of memory.\n",
    "\n",
    "I will also get the band gap values to verify the results.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of semiconductors: 428588\n",
      "Number of insulators: 59913\n",
      "Number of metals: 2255051\n",
      "Number of semimetals: 3905069\n",
      "Time to find electronic categories: 0.9017 seconds\n"
     ]
    }
   ],
   "source": [
    "start_time = time.time()\n",
    "semiconductor_table = db.read(\n",
    "    columns=[\"id\", \"data.band_gap_dir\", \"data.band_gap_ind\"],\n",
    "    filters=[semiconductor_filter],\n",
    ")\n",
    "insulator_table = db.read(\n",
    "    columns=[\"id\", \"data.band_gap_dir\", \"data.band_gap_ind\"], filters=[insulator_filter]\n",
    ")\n",
    "metal_table = db.read(\n",
    "    columns=[\"id\", \"data.band_gap_dir\", \"data.band_gap_ind\"], filters=[metal_filter]\n",
    ")\n",
    "semimetal_table = db.read(\n",
    "    columns=[\"id\", \"data.band_gap_dir\", \"data.band_gap_ind\"], filters=[semimetal_filter]\n",
    ")\n",
    "time_to_find_electronic_categories = time.time() - start_time\n",
    "\n",
    "n_semiconductors = semiconductor_table.shape[0]\n",
    "n_insulators = insulator_table.shape[0]\n",
    "n_metals = metal_table.shape[0]\n",
    "n_semimetals = semimetal_table.shape[0]\n",
    "\n",
    "print(f\"Number of semiconductors: {n_semiconductors}\")\n",
    "print(f\"Number of insulators: {n_insulators}\")\n",
    "print(f\"Number of metals: {n_metals}\")\n",
    "print(f\"Number of semimetals: {n_semimetals}\")\n",
    "\n",
    "print(\n",
    "    f\"Time to find electronic categories: {time_to_find_electronic_categories:.4f} seconds\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Great, we have the number of materials in each category and it took about ~0.27 seconds. \n",
    "\n",
    "Again, to highlight the usefulness of ParquetDB, if we were to do this with the data in json format, it would take ~600 seconds for each individual query unless we extracted the different categories at the same time. Still take at minimum ~600 seconds to do this.\n",
    "\n",
    "Now, let's plot the distribution of band gaps for each category."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Semiconductors: Direct Band Gap (Minimum, Maximum): (0.1, 5.3968), Indirect Band Gap (Minimum, Maximum): (0.0, 3.0)\n",
      "Small Gap Materials: Direct Band Gap (Minimum, Maximum): (0.0, 3.1953), Indirect Band Gap (Minimum, Maximum): (0.0, 0.0999)\n",
      "Metals: Direct Band Gap (Minimum, Maximum): (0.0, 0.0), Indirect Band Gap (Minimum, Maximum): (0.0, 0.0)\n",
      "Insulators: Direct Band Gap (Minimum, Maximum): (3.0001, 18.3179), Indirect Band Gap (Minimum, Maximum): (0.0, 17.7628)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\lllang\\AppData\\Local\\Temp\\ipykernel_72436\\2214734742.py:62: UserWarning: Attempting to set identical low and high xlims makes transformation singular; automatically expanding.\n",
      "  ax.set_xlim(min_gap_dir, max_gap_dir)\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 1800x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_band_gap_distribution(\n",
    "    semiconductor_table, semimetal_table, metal_table, insulator_table\n",
    "):\n",
    "    # Band gap ranges and materials info\n",
    "    band_gap_ranges = [\"0.1 <= Eg <= 3.0\", \"Eg < 0.1\", \"Eg = 0\", \"Eg > 3.0\"]\n",
    "    materials = [\"Semiconductors\", \"Small Gap Materials\", \"Metals\", \"Insulators\"]\n",
    "\n",
    "    # Convert PyArrow tables to Pandas DataFrames\n",
    "    df_semiconductors = semiconductor_table.to_pandas()\n",
    "    df_semimetals = semimetal_table.to_pandas()\n",
    "    df_metals = metal_table.to_pandas()\n",
    "    df_insulators = insulator_table.to_pandas()\n",
    "\n",
    "    # Create a 2x2 grid of subplots\n",
    "    # fig, axs = plt.subplots(2, 2, figsize=(8, 8))\n",
    "    fig, axs = plt.subplots(1, 4, figsize=(18, 6))\n",
    "    axs = axs.flatten()  # Flatten the 2D array for easy iteration\n",
    "\n",
    "    # Define a helper function for plotting the distributions\n",
    "    def plot_band_gap_distribution(ax, df, material, band_gap_range):\n",
    "        # Plot histogram for direct band gap\n",
    "        ax.hist(\n",
    "            df[\"data.band_gap_dir\"],\n",
    "            bins=30,\n",
    "            alpha=0.5,\n",
    "            label=\"Direct Band Gap\",\n",
    "            color=\"tab:blue\",\n",
    "        )\n",
    "        # Plot histogram for indirect band gap\n",
    "        ax.hist(\n",
    "            df[\"data.band_gap_ind\"],\n",
    "            bins=50,\n",
    "            alpha=0.5,\n",
    "            label=\"Indirect Band Gap\",\n",
    "            color=\"tab:orange\",\n",
    "        )\n",
    "        \n",
    "        # Add text to indicate the total number of materials\n",
    "        total_count = len(df)\n",
    "        ax.text(\n",
    "            0.6, 0.6, \n",
    "            f\"Total materials \\n {total_count:,}\",\n",
    "            transform=ax.transAxes,\n",
    "            fontsize=12,\n",
    "            bbox=dict(facecolor='white', alpha=0.7, boxstyle='round,pad=0.5')\n",
    "        )\n",
    "\n",
    "        # Set x limits based on min and max of both distributions\n",
    "        # min_gap = min(df[\"data.band_gap_dir\"].min(), df[\"data.band_gap_ind\"].min())\n",
    "        # max_gap = max(df[\"data.band_gap_dir\"].max(), df[\"data.band_gap_ind\"].max())\n",
    "\n",
    "        min_gap_dir = df[\"data.band_gap_dir\"].min()\n",
    "        max_gap_dir = df[\"data.band_gap_dir\"].max()\n",
    "        min_gap_ind = df[\"data.band_gap_ind\"].min()\n",
    "        max_gap_ind = df[\"data.band_gap_ind\"].max()\n",
    "        print(\n",
    "            f\"{material}: Direct Band Gap (Minimum, Maximum): ({min_gap_dir}, {max_gap_dir}), Indirect Band Gap (Minimum, Maximum): ({min_gap_ind}, {max_gap_ind})\"\n",
    "        )\n",
    "        if material == \"Small Gap Materials\":\n",
    "            ax.set_xlim(min_gap_dir, 0.5)\n",
    "        else:\n",
    "            ax.set_xlim(min_gap_dir, max_gap_dir)\n",
    "\n",
    "        ax.set_title(f\"{material}\\n({band_gap_range})\", fontsize=12)\n",
    "        ax.set_xlabel(\"Band Gap (eV)\")\n",
    "        ax.set_ylabel(\"Frequency\")\n",
    "        ax.legend()\n",
    "\n",
    "    # Plot each material category in its corresponding subplot\n",
    "    plot_band_gap_distribution(\n",
    "        axs[0], df_semiconductors, materials[0], band_gap_ranges[0]\n",
    "    )\n",
    "    plot_band_gap_distribution(axs[1], df_semimetals, materials[1], band_gap_ranges[1])\n",
    "    plot_band_gap_distribution(axs[2], df_metals, materials[2], band_gap_ranges[2])\n",
    "    plot_band_gap_distribution(axs[3], df_insulators, materials[3], band_gap_ranges[3])\n",
    "\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "\n",
    "\n",
    "plot_band_gap_distribution(\n",
    "    semiconductor_table, semimetal_table, metal_table, insulator_table\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Great this is a good visualization of the band gap distribution for each category. This is a good way to check if our filters are working as expected."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Element Distribution of Electronic Categories\n",
    "\n",
    "Another interesting thing to look at is the distribution of elements in each category. We can do this by counting the number of times an element appears in each category.\n",
    "\n",
    "For this task we need to create a dictionary which will keep track of the number of times an element appears in each category.\n",
    "\n",
    "Let's look at the schema to figure out what columns would be best to use for this task."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "@class: string\n",
      "@module: string\n",
      "composition.Ac: double\n",
      "composition.Ag: double\n",
      "composition.Al: double\n",
      "composition.Ar: double\n",
      "composition.As: double\n",
      "composition.Au: double\n",
      "composition.B: double\n",
      "composition.Ba: double\n",
      "composition.Be: double\n",
      "composition.Bi: double\n",
      "composition.Br: double\n",
      "composition.C: double\n",
      "composition.Ca: double\n",
      "composition.Cd: double\n",
      "composition.Ce: double\n",
      "composition.Cl: double\n",
      "composition.Co: double\n",
      "composition.Cr: double\n",
      "composition.Cs: double\n",
      "composition.Cu: double\n",
      "composition.Dy: double\n",
      "composition.Er: double\n",
      "composition.Eu: double\n",
      "composition.F: double\n",
      "composition.Fe: double\n",
      "composition.Ga: double\n",
      "composition.Gd: double\n",
      "composition.Ge: double\n",
      "composition.H: double\n",
      "composition.He: double\n",
      "composition.Hf: double\n",
      "composition.Hg: double\n",
      "composition.Ho: double\n",
      "composition.I: double\n",
      "composition.In: double\n",
      "composition.Ir: double\n",
      "composition.K: double\n",
      "composition.Kr: double\n",
      "composition.La: double\n",
      "composition.Li: double\n",
      "composition.Lu: double\n",
      "composition.Mg: double\n",
      "composition.Mn: double\n",
      "composition.Mo: double\n",
      "composition.N: double\n",
      "composition.Na: double\n",
      "composition.Nb: double\n",
      "composition.Nd: double\n",
      "composition.Ne: double\n",
      "composition.Ni: double\n",
      "composition.Np: double\n",
      "composition.O: double\n",
      "composition.Os: double\n",
      "composition.P: double\n",
      "composition.Pa: double\n",
      "composition.Pb: double\n",
      "composition.Pd: double\n",
      "composition.Pm: double\n",
      "composition.Pr: double\n",
      "composition.Pt: double\n",
      "composition.Pu: double\n",
      "composition.Rb: double\n",
      "composition.Re: double\n",
      "composition.Rh: double\n",
      "composition.Ru: double\n",
      "composition.S: double\n",
      "composition.Sb: double\n",
      "composition.Sc: double\n",
      "composition.Se: double\n",
      "composition.Si: double\n",
      "composition.Sm: double\n",
      "composition.Sn: double\n",
      "composition.Sr: double\n",
      "composition.Ta: double\n",
      "composition.Tb: double\n",
      "composition.Tc: double\n",
      "composition.Te: double\n",
      "composition.Th: double\n",
      "composition.Ti: double\n",
      "composition.Tl: double\n",
      "composition.Tm: double\n",
      "composition.U: double\n",
      "composition.V: double\n",
      "composition.W: double\n",
      "composition.Xe: double\n",
      "composition.Y: double\n",
      "composition.Yb: double\n",
      "composition.Zn: double\n",
      "composition.Zr: double\n",
      "correction: double\n",
      "data.band_gap_dir: double\n",
      "data.band_gap_ind: double\n",
      "data.decomposition: string\n",
      "data.dos_ef: double\n",
      "data.e_above_hull: double\n",
      "data.e_form: double\n",
      "data.e_phase_separation: double\n",
      "data.elements: list<element: string>\n",
      "  child 0, element: string\n",
      "data.energy_corrected: double\n",
      "data.energy_total: double\n",
      "data.formula: string\n",
      "data.location: string\n",
      "data.mat_id: string\n",
      "data.nsites: int64\n",
      "data.prototype_id: string\n",
      "data.spg: int64\n",
      "data.stress: extension<arrow.fixed_shape_tensor[value_type=double, shape=[3,3]]>\n",
      "data.total_mag: double\n",
      "energy: double\n",
      "energy_adjustments: list<element: struct<@class: string, @module: string, @version: null, value: double>>\n",
      "  child 0, element: struct<@class: string, @module: string, @version: null, value: double>\n",
      "      child 0, @class: string\n",
      "      child 1, @module: string\n",
      "      child 2, @version: null\n",
      "      child 3, value: double\n",
      "entry_id: null\n",
      "id: int64\n",
      "parameters.dummy_field: int16\n",
      "structure.@class: string\n",
      "structure.@module: string\n",
      "structure.charge: int64\n",
      "structure.lattice.a: double\n",
      "structure.lattice.alpha: double\n",
      "structure.lattice.b: double\n",
      "structure.lattice.beta: double\n",
      "structure.lattice.c: double\n",
      "structure.lattice.gamma: double\n",
      "structure.lattice.matrix: extension<arrow.fixed_shape_tensor[value_type=double, shape=[3,3]]>\n",
      "structure.lattice.pbc: extension<arrow.fixed_shape_tensor[value_type=bool, shape=[3]]>\n",
      "structure.lattice.volume: double\n",
      "structure.sites: list<element: struct<abc: list<element: double>, label: string, properties: struct<charge: double, forces: list<element: double>, magmom: double>, species: list<element: struct<element: string, occu: int64>>, xyz: list<element: double>>>\n",
      "  child 0, element: struct<abc: list<element: double>, label: string, properties: struct<charge: double, forces: list<element: double>, magmom: double>, species: list<element: struct<element: string, occu: int64>>, xyz: list<element: double>>\n",
      "      child 0, abc: list<element: double>\n",
      "          child 0, element: double\n",
      "      child 1, label: string\n",
      "      child 2, properties: struct<charge: double, forces: list<element: double>, magmom: double>\n",
      "          child 0, charge: double\n",
      "          child 1, forces: list<element: double>\n",
      "              child 0, element: double\n",
      "          child 2, magmom: double\n",
      "      child 3, species: list<element: struct<element: string, occu: int64>>\n",
      "          child 0, element: struct<element: string, occu: int64>\n",
      "              child 0, element: string\n",
      "              child 1, occu: int64\n",
      "      child 4, xyz: list<element: double>\n",
      "          child 0, element: double\n"
     ]
    }
   ],
   "source": [
    "schema = db.get_schema()\n",
    "print(schema)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We see the `data.elements` column is what we need, Let's look at some values of this column.\n",
    "\n",
    "> Note: You may have noticed the `composition.` columns with elements. In Alexandria3D, the compsosition is stored in a dictionary where the key is the element and the value is the number of atoms. When data is stored in ParquetDB, we have to combine schema across all materials. This means adding null element fields to each row even though they are not present the original material. We can achieve what we want by using this, but it would be a bit messy."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>data.elements</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>10000</td>\n",
       "      <td>[Ac, Sn, Ge]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0</td>\n",
       "      <td>[Ac, Pr, Ho]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>10</td>\n",
       "      <td>[Ac, Pr, Tm]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>100</td>\n",
       "      <td>[Ac, Pr, Br]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1000</td>\n",
       "      <td>[Ac, Pr, Rh]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      id data.elements\n",
       "0  10000  [Ac, Sn, Ge]\n",
       "1      0  [Ac, Pr, Ho]\n",
       "2     10  [Ac, Pr, Tm]\n",
       "3    100  [Ac, Pr, Br]\n",
       "4   1000  [Ac, Pr, Rh]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "table = db.read(columns=[\"id\", \"data.elements\"], ids=[0, 10, 100, 1000, 10000])\n",
    "\n",
    "df = table.to_pandas()\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create the dictionary to store the results for each element"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "118 118 118\n"
     ]
    }
   ],
   "source": [
    "symbols = [\n",
    "    \"H\", \"He\", \"Li\", \"Be\", \"B\", \"C\", \"N\", \"O\", \"F\", \"Ne\", \"Na\", \"Mg\", \"Al\", \"Si\", \"P\", \n",
    "    \"S\", \"Cl\", \"Ar\", \"K\", \"Ca\", \"Sc\", \"Ti\", \"V\", \"Cr\", \"Mn\", \"Fe\", \"Co\", \"Ni\", \"Cu\", \"Zn\",\n",
    "    \"Ga\", \"Ge\", \"As\", \"Se\", \"Br\", \"Kr\", \"Rb\", \"Sr\", \"Y\", \"Zr\", \"Nb\", \"Mo\", \"Tc\", \"Ru\", \n",
    "    \"Rh\", \"Pd\", \"Ag\", \"Cd\", \"In\", \"Sn\", \"Sb\", \"Te\", \"I\", \"Xe\", \"Cs\", \"Ba\", \"La\", \"Ce\",\n",
    "    \"Pr\", \"Nd\", \"Pm\", \"Sm\", \"Eu\", \"Gd\", \"Tb\", \"Dy\", \"Ho\", \"Er\", \"Tm\", \"Yb\", \"Lu\", \"Hf\",\n",
    "    \"Ta\", \"W\", \"Re\", \"Os\", \"Ir\", \"Pt\", \"Au\", \"Hg\", \"Tl\", \"Pb\", \"Bi\", \"Po\", \"At\", \"Rn\",\n",
    "    \"Fr\", \"Ra\", \"Ac\", \"Th\", \"Pa\", \"U\", \"Np\", \"Pu\", \"Am\", \"Cm\", \"Bk\", \"Cf\", \"Es\", \"Fm\",\n",
    "    \"Md\", \"No\", \"Lr\", \"Rf\", \"Db\", \"Sg\", \"Bh\", \"Hs\", \"Mt\", \"Ds\", \"Rg\", \"Cn\", \"Nh\", \"Fl\",\n",
    "    \"Mc\", \"Lv\", \"Ts\", \"Og\"\n",
    "]\n",
    "\n",
    "# This is for plotting the periodic table\n",
    "groups = [\n",
    "    1, 32, 1, 2, 27, 28, 29, 30, 31, 32, 1, 2, 27, 28, 29, 30, 31, 32, 1, 2, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26,\n",
    "    27, 28, 29, 30, 31, 32, 1, 2, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 1, 2, 3, 4, 5, 6, 7,\n",
    "    8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 1, 2, 3, 4, 5, 6,\n",
    "    7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32\n",
    "]\n",
    "\n",
    "# This is for plotting the periodic table\n",
    "periods = [\n",
    "    1, 1, \n",
    "    2, 2, 2, 2, 2, 2, 2, 2, \n",
    "    3, 3, 3, 3, 3, 3, 3, 3, \n",
    "    4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4,                                \n",
    "    5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, \n",
    "    6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6,                             \n",
    "    7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7                                             \n",
    "]\n",
    "\n",
    "print(len(symbols), len(groups), len(periods))\n",
    "element_dict = {symbol: 0 for symbol in symbols}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we need a method to determine which materials contain a given element in the `data.elements` column.\n",
    "\n",
    "When performing searches over a column, it is recommended to use the [pyarrow compute methods](https://arrow.apache.org/docs/python/api/compute.html). This is because the compute methods are optimized in C++ and are much faster than the python methods. The methods perform the operations in parallel, making them much faster for large datasets. They are not bound by the GIL, so they can use all the cores of the machine.\n",
    "\n",
    "\n",
    "However, I could not find a method to handle the list column in the way I wanted. So I will create a method from that uses the compute methods. In this way, I fully take advantage of the compute method's parallel processing capabilities.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Original Table\n",
      "    id    data.elements\n",
      "0    0     [Ac, Pr, Ho]\n",
      "1    1  [Ac, Pr, In, N]\n",
      "2    2  [Ac, Pr, In, O]\n",
      "3    3     [Ac, Pr, Nd]\n",
      "4    4     [Ac, Pr, Nd]\n",
      "5    5     [Ac, Pr, Nd]\n",
      "6    6     [Ac, Pr, Rh]\n",
      "7    7     [Ac, Pr, Sm]\n",
      "8    8     [Ac, Pr, Sm]\n",
      "9    9     [Ac, Pr, Sm]\n",
      "10  10     [Ac, Pr, Tm]\n",
      "----------------------------------------------------------------------------------------------------\n",
      "Filtered Table\n",
      "   id data.elements\n",
      "0   3  [Ac, Pr, Nd]\n",
      "1   4  [Ac, Pr, Nd]\n",
      "2   5  [Ac, Pr, Nd]\n"
     ]
    }
   ],
   "source": [
    "# This method will filter a column to see if a list column contains the value we want\n",
    "def filter_list_column(table: pa.Table, column: str, value) -> pa.Table:\n",
    "    \n",
    "    # Here I flateen all the lists into a single array\n",
    "    flat_list = pc.list_flatten(table[column])\n",
    "    \n",
    "    # I also need to keep track of the row indices of the original lists\n",
    "    flat_list_indices = pc.list_parent_indices(table[column])\n",
    "\n",
    "    # Here I create a mask to find where the flattened list matches the value we want\n",
    "    equal_mask = pc.equal(flat_list, value)\n",
    "    \n",
    "    # Here I use the mask to filter the row indices of the original table\n",
    "    equal_table_indices = pc.filter(flat_list_indices, equal_mask)\n",
    "    \n",
    "    # Here I use the row indices to filter the original table\n",
    "    return pc.take(table, equal_table_indices)\n",
    "\n",
    "# Let's test the method\n",
    "column_name = \"data.elements\"\n",
    "table = db.read(columns=[\"id\", column_name], ids=[0, 1,2,3,4,5,6,7,8,9,10])\n",
    "df = table.to_pandas()\n",
    "print(\"Original Table\")\n",
    "print(df)\n",
    "print('-'*100)\n",
    "filtered_table = filter_list_column(table, column_name, \"Nd\")\n",
    "df_filtered = filtered_table.to_pandas()\n",
    "print(\"Filtered Table\")\n",
    "print(df_filtered)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, let's use this method to build distributions per electronic category."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "semiconductor_elements = copy.deepcopy(element_dict)\n",
    "insulator_elements = copy.deepcopy(element_dict)\n",
    "metal_elements = copy.deepcopy(element_dict)\n",
    "semimetal_elements = copy.deepcopy(element_dict)\n",
    "\n",
    "\n",
    "semiconductor_table = db.read(\n",
    "    columns=[\"id\", \"data.elements\"],\n",
    "    filters=[semiconductor_filter],\n",
    ")\n",
    "insulator_table = db.read(\n",
    "    columns=[\"id\", \"data.elements\"], filters=[insulator_filter]\n",
    ")\n",
    "metal_table = db.read(\n",
    "    columns=[\"id\", \"data.elements\"], filters=[metal_filter]\n",
    ")\n",
    "semimetal_table = db.read(\n",
    "    columns=[\"id\", \"data.elements\"], filters=[semimetal_filter]\n",
    ")\n",
    "\n",
    "for element in element_dict.keys():\n",
    "    filtered_semiconductor_table = filter_list_column(semiconductor_table, \"data.elements\", element)\n",
    "    semiconductor_elements[element] = filtered_semiconductor_table.shape[0]\n",
    "    \n",
    "    filtered_insulator_table = filter_list_column(insulator_table, \"data.elements\", element)\n",
    "    insulator_elements[element] = filtered_insulator_table.shape[0]\n",
    "    \n",
    "    filtered_metal_table = filter_list_column(metal_table, \"data.elements\", element)\n",
    "    metal_elements[element] = filtered_metal_table.shape[0]\n",
    "    \n",
    "    filtered_semimetal_table = filter_list_column(semimetal_table, \"data.elements\", element)\n",
    "    semimetal_elements[element] = filtered_semimetal_table.shape[0]\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tmp_dict = {\n",
    "            'symbol': semiconductor_elements.keys(), \n",
    "            'value': semiconductor_elements.values(), \n",
    "            'extended_group': groups, \n",
    "            'period': periods\n",
    "            }\n",
    "element_df = pd.DataFrame(tmp_dict, index=symbols)\n",
    "\n",
    "fig, ax = plot_periodic_table_heatmap(element_df, property_name=\"value\")\n",
    "ax.set_title(\"Semiconductors (0.1 <= E$_g$ <= 3.0)\\n Element Occurrences Distribution\")\n",
    "\n",
    "fig.set_size_inches(10, 6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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CP/zwg0XiA0Dr1q3RqVMnLF26FH/88YfRNjnfq7F+nTx5EkFBQUa33759O+7fv697furUKZw8eRJdu3bNV18lScKPP/6I6dOn44033jDZzlj/4uPjsWrVKoO2Tk5OiIuLM1g+cOBA3e2/coqLi4Narc5X3031C4DBTN/GxMbGGmyXlVAaG9qcXUBAAC5dupRnO1MCAwORmZmJZcuW6ZbJsoyff/4537Fq1KiB2bNn4969e9i6dSv8/Pzw6aefonLlyujWrVueJxTq1KkDf39/LF26VO8Sg0WLFkGSJPTv31+3LD4+HteuXSvUZQ9XrlxBWlpavivmRERE1sJKNBG9kCZOnIiUlBT06dMH/v7+yMjIwPHjx7Fx40ZUrVoVI0eOtMjr+Pv7w9fXFx999BHu378PV1dXbNmyxeJDc3/99Vd06dIFvXv3RteuXdGxY0d4eHjg0aNH2L9/P44cOaKX8Hbv3h1bt25Fnz598OqrryI8PByLFy9G7dq1kZSUZBDfz88Pbdq0wdtvv4309HR8//33KFWqlMmh0rnp1asXevXqlWubzp07w87ODj169MCbb76JpKQkLFu2DGXLljUYJdCkSRMsWrQIX375Jfz8/FC2bFm0b98ekydPxo4dO9C9e3eMGDECTZo0QXJyMi5evIjNmzcjIiICpUuXzlffXV1d8fLLL2P27NnIzMxExYoV8ffff5tVJf7ll1+wcOFC9OnTB76+vkhMTMSyZcvg6uqKbt265bptr1698MUXX+Cff/5B586dDdbv3r0b165dM1jeqlUrVKtWDb1790bz5s3x4Ycf4saNG/D398eOHTsQExMDwHQ1Pzc2Njbo06cP+vTpg/v372PVqlVYuXIlLl++nOfQ6Tlz5qBnz57o3LkzBg8ejEuXLuGnn37CmDFjUKtWLV27bdu2YeTIkVi1ahVGjBihW7527Vrcvn1bd638kSNH8OWXXwIA3njjDVSpUkXXdt++fXB0dESnTp3y/R6JiIisoljmBCciKqTdu3eLUaNGCX9/f+Hs7Czs7OyEn5+fmDhxonj8+LFeWwBi/Pjxesuybn00Z84cveXZb+mU5cqVK6Jjx47C2dlZlC5dWowdO1aEhIQY3FqooLe4ypKamiq+//57ERAQIFxdXYWNjY3w8vIS3bt3F+vWrRNqtVrXVpZl8fXXX4sqVaoIlUolGjVqJHbt2iWGDx8uqlSpYvR9zps3T3h7ewuVSiVeeuklERISkmefjO0PY4zd4mrHjh2ifv36wt7eXlStWlV8++23YuXKlQa3EHv06JF49dVXhYuLiwCgd7urxMREMXXqVOHn5yfs7OxE6dKlRatWrcTcuXN1tzMz9VlmX5f9c7p3757o06ePcHd3F25ubmLAgAHiwYMHBrdaynmLq3PnzokhQ4aIypUrC5VKJcqWLSu6d+8uzpw5k+d+FEKI+vXri9GjR+sty+0WVzn7HRkZKYYOHSpcXFyEm5ubGDFihDh27JgAIDZs2GBWH/Iiy7JITk42q+22bdtEw4YNhUqlEpUqVRKffvqpwS3mst5fzltwtW3b1uR7PnTokF7bFi1aiNdff70wb4uIiMiiJCFymS6UiIheaBEREfDx8cGcOXPw0UcfFXd3/tPWrl2L8ePH486dO7rbZRXW9u3b0adPH/z7779mX0//Ijl//jwaN26Mc+fO6YbOExERFTdeE01ERFQEXnvtNVSuXLlA1zEDMLj/skajwYIFC+Dq6orGjRtboovPnW+++Qb9+/dnAk1ERM8VXhNNRERUBBQKBS5dulTg7SdOnIjU1FQEBAQgPT0dW7duxfHjx/H1119b5d7Mz4MNGzYUdxeIiIgMMIkmIiJ6AbRv3x7z5s3Drl27kJaWBj8/PyxYsAATJkwo7q4RERH9p/CaaCIiIiIiIiIz8ZpoIiIiIiIiIjMxiSYiIiIiIiIyE5NoInphtWvXDu3atSvubhBZzeHDhyFJEg4fPmz115oxYwYkSdJbJklSkV1zvXr1akiShIiIiCJ5PSIiooJiEk1Ez5WIiAhIkmTy8c033xR3F63m66+/xvbt2/O1TXR0NCZPnoyaNWvC3t4enp6eCAwMxK5du6zTSSqwnN9tW1tblC5dGq1atcL//d//4c6dOxZ7rYJ8l4rK89w3IiIic3BiMSJ6rkRERMDHxwdDhgxBt27dDNY3atQIderUAQBdFbooqnRFwdnZGf3798fq1avNah8aGooOHTogMjISI0eORNOmTREXF4d169bh/Pnz+OijjzBnzhzrdprMlvO7LcsyYmNjcfr0aWzduhWSJGHFihUYPHiwbhtZlpGRkQE7OzsoFOaf987vdwkA1Go11Go17O3tdcskScL48ePx008/mR2noH3TaDTIzMyESqUyqIgTERE9T3iLKyJ6LjVu3Bivv/56cXfjuZWZmYn+/fsjNjYWR44cQYsWLXTr3n//fbz22muYO3cumjZtikGDBhVjTw0lJyfDycnJYLkQAmlpaSX2nsdZjH23b9++jc6dO2P48OGoVasWGjRoAEB7b+nsSa01ZH0eNjY2sLEpvsMCpVIJpVJZbK9PRERkLg7nJqISJT09HdOnT4efnx9UKhW8vb0xZcoUpKen67XLutZz06ZNqF27NhwcHBAQEICLFy8CAJYsWQI/Pz/Y29ujXbt2Rq/TPHnyJLp06QI3Nzc4Ojqibdu2OHbsmF6brOtMb9y4gREjRsDd3R1ubm4YOXIkUlJS9PqTnJyMX375RTfcd8SIESbf55YtW3Dp0iV88sknegk0oE1GlixZAnd3d8yYMUNvXVpaGmbMmIEaNWrA3t4e5cuXR9++fXHz5k1dG1mW8cMPP6BevXqwt7dHmTJl0KVLF5w5cwbAs2HJxqqckiTpvWbW+79y5QqGDh0KDw8PtGnTBgBQtWpVdO/eHXv37kXTpk3h4OCAJUuWAADi4uLw3nvvwdvbGyqVCn5+fvj2228hy7IudlY/5s6di6VLl8LX1xcqlQrNmjXD6dOnDfp27do1DBw4EGXKlIGDgwNq1qyJ//3vf3pt7t+/j1GjRqFcuXJQqVSoU6cOVq5caRBrwYIFqFOnDhwdHeHh4YGmTZti/fr1Rj4p81SpUgWrV69GRkYGZs+erVtu7JrosLAw9OvXD15eXrC3t0elSpUwePBgxMfHA8j9u5Tb52Hsmugs69at010y0KRJExw5ckRv/YgRI1C1alWD7XLGzK1vpq6JXrhwIerUqQOVSoUKFSpg/PjxiIuL02vTrl071K1bF1euXMErr7wCR0dHVKxYUW9fEhERWQor0UT0XEpJSUFUVJTBcnd3d5PVMlmW0bNnT/z7778YN24catWqhYsXL+K7777D9evXDa7DPHr0KHbs2IHx48cDAGbNmoXu3btjypQpWLhwId555x3ExsZi9uzZGDVqFA4ePKjb9uDBg+jatSuaNGmC6dOnQ6FQYNWqVWjfvj2OHj2K5s2b673WwIED4ePjg1mzZuHcuXNYvnw5ypYti2+//RYAsHbtWowZMwbNmzfHuHHjAAC+vr4m98/OnTsBAMOGDTO63s3NDb169cIvv/yCGzduwM/PDxqNBt27d8eBAwcwePBgTJo0CYmJidi3bx8uXbqke73Ro0dj9erV6Nq1K8aMGQO1Wo2jR4/ixIkTaNq0qck+5WbAgAGoXr06vv76a2S/iig0NBRDhgzBm2++ibFjx6JmzZpISUlB27Ztcf/+fbz55puoXLkyjh8/jqlTp+Lhw4f4/vvv9WKvX78eiYmJePPNNyFJEmbPno2+ffvi1q1bsLW1BQBcuHABL730EmxtbTFu3DhUrVoVN2/exM6dO/HVV18BAB4/foyWLVvqTrCUKVMGu3fvxujRo5GQkID33nsPALBs2TK8++676N+/PyZNmoS0tDRcuHABJ0+exNChQwu0fwAgICAAvr6+2Ldvn8k2GRkZCAwMRHp6OiZOnAgvLy/cv38fu3btQlxcHNzc3Mz6Lpn6PIz5559/sHHjRrz77rtQqVRYuHAhunTpglOnTqFu3br5eo/5/Z7PmDEDM2fORMeOHfH2228jNDQUixYtwunTp3Hs2DHd5wsAsbGx6NKlC/r27YuBAwdi8+bN+Pjjj1GvXj107do1X/0kIiLKlSAieo6Eh4cLACYfQUFBurZt27YVbdu21T1fu3atUCgU4ujRo3oxFy9eLACIY8eO6ZYBECqVSoSHh+uWLVmyRAAQXl5eIiEhQbd86tSpAoCurSzLonr16iIwMFDIsqxrl5KSInx8fESnTp10y6ZPny4AiFGjRun1qU+fPqJUqVJ6y5ycnMTw4cPN2k8NGzYUbm5uubaZP3++ACB27NghhBBi5cqVAoCYP3++Qdus93Hw4EEBQLz77rsm22R9RqtWrTJoA0BMnz5d9zzr/Q8ZMsSgbZUqVQQAsWfPHr3lX3zxhXBychLXr1/XW/7JJ58IpVIp7ty5o9ePUqVKiZiYGF27P/74QwAQO3fu1C17+eWXhYuLi7h9+7bR9ySEEKNHjxbly5cXUVFRem0GDx4s3NzcREpKihBCiF69eok6deoYvJ+8ZPV3zpw5Jtv06tVLABDx8fFCCCEOHTokAIhDhw4JIYQIDg4WAMSmTZtyfS1T36XcPo+sddll/bs7c+aMbtnt27eFvb296NOnj27Z8OHDRZUqVcyKaapvq1at0vt39uTJE2FnZyc6d+4sNBqNrt1PP/0kAIiVK1fqlrVt21YAEGvWrNEtS09PF15eXqJfv34Gr0VERFQYHM5NRM+lcePGYd++fQaP2rVrm9xm06ZNqFWrFvz9/REVFaV7tG/fHgBw6NAhvfYdOnTQG4KaNSy6X79+cHFxMVh+69YtAMD58+cRFhaGoUOHIjo6Wvc6ycnJ6NChA44cOaI37BgA3nrrLb3nL730EqKjo5GQkJDPPaOVmJio10djstZnvcaWLVtQunRpTJw40aBt1pDbLVu2QJIkTJ8+3WSbgsj5/rP4+PggMDBQb9mmTZvw0ksvwcPDQ+9z7NixIzQajcFQ4kGDBsHDw0P3/KWXXgLw7POKjIzEkSNHMGrUKFSuXNnoexJCYMuWLejRoweEEHqvGxgYiPj4eJw7dw6AdjTEvXv3jA4ZLyxnZ2cA2s/XGDc3NwDA3r179S4HyC9Tn4cxAQEBaNKkie555cqV0atXL+zduxcajabAfcjL/v37kZGRgffee09vUrWxY8fC1dUVf/75p157Z2dnvWvN7ezs0Lx5c933gIiIyFI4nJuInkvVq1dHx44d87VNWFgYrl69ijJlyhhd/+TJE73nOROqrATF29vb6PLY2Fjd6wDA8OHDTfYlPj5eL7HL+VpZ62JjY+Hq6moyjikuLi5Gh7tnl5WIZSXTN2/eRM2aNXOdPOrmzZuoUKECPD09892n3Pj4+Ji9PCwsDBcuXCjw55h93wLPkunchh5HRkYiLi4OS5cuxdKlS3N93Y8//hj79+9H8+bN4efnh86dO2Po0KFo3bq1yfjmSkpKAgCTJ0h8fHzwwQcfYP78+Vi3bh1eeukl9OzZE6+//rrue2oOU5+HMdWrVzdYVqNGDaSkpCAyMhJeXl5mx8qP27dvAwBq1qypt9zOzg7VqlXTrc9SqVIlgxM9Hh4euHDhglX6R0RE/11MoomoxJBlGfXq1cP8+fONrs+ZHJuaCdjUcvH02tGsKvOcOXPQsGFDo22zKormxsyvWrVq4fz587hz545BEpklK3nIrXpfEKYq0rlVJU3NuG1suSzL6NSpE6ZMmWJ0mxo1aug9t8S+zfpMX3/9dZMnR+rXrw9Au+9DQ0Oxa9cu7NmzB1u2bMHChQsxbdo0zJw50+zXNObSpUsoW7ZsridW5s2bhxEjRuCPP/7A33//jXfffRezZs3CiRMnUKlSJbNex9IzoBfkO2Fplv43RkREZAqTaCIqMXx9fRESEoIOHTpY9T6zWRMhubq65rtanpv89Ll79+747bffsGbNGnz66acG6xMSEvDHH3/A398ffn5+ALT9PnnyJDIzM/UmZMrO19cXe/fuRUxMjMlqdFalN+cMyTkrgwXl6+uLpKQki+3batWqAdAmqKaUKVMGLi4u0Gg0Zr2uk5MTBg0ahEGDBiEjIwN9+/bFV199halTpxb4llRBQUG4efOmWbd2q1evHurVq4dPP/0Ux48fR+vWrbF48WJ8+eWXAAo39D6nrJEX2V2/fh2Ojo660QIeHh4G3wfA+HfC3L5VqVIFgHbyuazPENBOrhYeHm7Rf3tERET5wWuiiajEGDhwIO7fv49ly5YZrEtNTUVycrJFXqdJkybw9fXF3LlzdcNvs4uMjCxQXCcnJ6OJiDH9+/dH7dq18c033+huPZVFlmW8/fbbiI2N1bu2uV+/foiKisJPP/1kEC+rWtevXz8IIYxWVLPauLq6onTp0gbXJi9cuNCsvudl4MCBCAoKwt69ew3WxcXFQa1W5ytemTJl8PLLL2PlypW4c+eO3rqs96RUKtGvXz/drcNyyv6ZRkdH662zs7ND7dq1IYRAZmZmvvqW5fbt2xgxYgTs7OwwefJkk+0SEhIM3n+9evWgUCj0buOWn+9SXoKCgnTXgwPA3bt38ccff6Bz58666q+vry/i4+P1hk4/fPgQ27ZtM4hnbt86duwIOzs7/Pjjj3rV5BUrViA+Ph6vvvpqId4VERFRwbESTUTPpXPnzuHXX381WO7r64uAgACj27zxxhv4/fff8dZbb+HQoUNo3bo1NBoNrl27ht9//113P+LCUigUWL58Obp27Yo6depg5MiRqFixIu7fv49Dhw7B1dVVdwuq/GjSpAn279+P+fPno0KFCvDx8TG4B3QWOzs7bN68GR06dECbNm0wcuRING3aFHFxcVi/fj3OnTuHDz/8EIMHD9ZtM2zYMKxZswYffPABTp06hZdeegnJycnYv38/3nnnHfTq1QuvvPIK3njjDfz4448ICwtDly5dIMsyjh49ildeeQUTJkwAAIwZMwbffPMNxowZg6ZNm+LIkSO4fv16wXZoDpMnT8aOHTvQvXt3jBgxAk2aNEFycjIuXryIzZs3IyIiAqVLl85XzB9//BFt2rRB48aNMW7cOPj4+CAiIgJ//vknzp8/DwD45ptvcOjQIbRo0QJjx45F7dq1ERMTg3PnzmH//v2IiYkBAHTu3BleXl5o3bo1ypUrh6tXr+Knn37Cq6++mudkb8Cz77Ysy4iLi8Pp06d1E7qtXbtWN2zcmIMHD2LChAkYMGAAatSoAbVajbVr1+pOAmTJz3cpL3Xr1kVgYKDeLa4A6J1oGTx4MD7++GP06dMH7777LlJSUrBo0SLUqFFDLwHPT9/KlCmDqVOnYubMmejSpQt69uyJ0NBQLFy4EM2aNTOrYk9ERGQVxTMpOBGRcXnd4ir7rXFy3uJKCCEyMjLEt99+K+rUqSNUKpXw8PAQTZo0ETNnztTdNkgI7a17xo8fb/S1c96CKOs2QzlvKxQcHCz69u0rSpUqJVQqlahSpYoYOHCgOHDggK5N1i1+IiMj9bbNeTsfIYS4du2aePnll4WDg4PBezXlyZMn4oMPPhB+fn5CpVIJd3d30bFjR91trXJKSUkR//vf/4SPj4+wtbUVXl5eon///uLmzZu6Nmq1WsyZM0f4+/sLOzs7UaZMGdG1a1dx9uxZvTijR48Wbm5uwsXFRQwcOFA8efLE5C2ucr5/IbS3uHr11VeN9jMxMVFMnTpV+Pn5CTs7O1G6dGnRqlUrMXfuXJGRkSGEyP2WUTn7IYQQly5dEn369BHu7u7C3t5e1KxZU3z22Wd6bR4/fizGjx8vvL29dfunQ4cOYunSpbo2S5YsES+//LLuc/f19RWTJ0/W+34Zk/O7bWNjIzw9PUWLFi3E1KlTDW6/JYThLa5u3bolRo0aJXx9fYW9vb3w9PQUr7zyiti/f7/edqa+S7l9HqZucTV+/Hjx66+/iurVqwuVSiUaNWqk6092f//9t6hbt66ws7MTNWvWFL/++qvRmKb6ZuzfhBDaW1r5+/sLW1tbUa5cOfH222+L2NhYvTZt27Y1etsxU7feIiIiKgxJCM64QURERERERGQOXhNNREREREREZCYm0URERERERERmYhJNREREREREZCYm0URERERERERmYhJNREREREREZKYX+j7RQggkJibCxcUFkiQVd3eIiIiIiIj0pKWlISMjw+qvY2dnB3t7e6u/Dr3gSXRiYiLc3NwQHx8PV1dXq7yGEBpIktIqsYmIiIiIXnQaWUCpYEHLmLS0NFR1csBj2fqv5eXlhfDwcCbSReCFTqKzRIV9iSTFA4vHtXX0QZmaX1g8LhERERFRSaFUSJh58Bwi4pIsHruquzOmt29s8bhFJSMjA49l4IoX4GLF8wyJAqj96BEyMjKYRBeBEpFEZ6bchkK6VdzdICIiIiL6T4qIS8L16Pji7sZzy0UJuFpzNqoiqHTTM5xYjIiIiIiIiMhMJaISTURERERE9NxSwrrlS16SXqRYiSYiIiIiIiIyEyvRRERERERE1qQAy5clCD9KIiIiIiIiIjOxEk1ERERERGRNrESXKPwoiYiIiIiIiMzESjQREREREZE1KQAorTmFtrBibMqJlWgiIiIiIiIiMzGJJiIiIiIiIjITh3MTERERERFZk7UnFuNo7iLFSjQRERERERGRmViJJiIiIiIisiKh0D6sFp+V6CLFSjQRERERERGRmViJJiIiIiIisibl0weVCKxEExEREREREZmJlWgiIiIiIiJr4uzcJQor0URERERERERmYiWaiIiIiIjImnhNdInCSjQRERERERGRmViJJiIiIiIisiZeE12isBJNREREREREZCZWoomIiIiIiKxJgnXLl7IVY5MBJtFERERERGQVQqNB7OVzSLoViqTbN5CZGA8oFLAvVRZOVfzg5l8fzlX8IElScXeVyGxMoomIiIiIyKLkzEw82L8dDw/sRGZCHCSFEkKWkXXxbvLtm4g+FwQIGY6VqqJSt4Eo1aR1yU2mlZL2YS1C9z9UBP4zSXRCkhpxCRpoNALurjbwcPvPvHUiIiIioiKTdPsGri+fi7QnDwGhTeyErNFvJJ6NP065fxvXl86GR4Pm8H1jAuxc3Yuwt0T5V6IzSbVa4ODxOPyy5QmOn0vUW1e7ugNG9CuH7h084GDPm7YRERERERVW3OVgXP35S23SLMysjD5tF3vxDC5+/RHqTp4FVakyVuxlMbD27NycLrpIldjdHXQuAa37X8Cb/7uJk+cTDdZfu5GKKd9EoFmvEGzZHVUMPSQiIiIiKjmSbt/UJtAaNSAXYKYrWUZ6XBQuzfsf1Kkplu8gkYWUyCR6zz+xeOOD64iKyQQAaIz8G5afnhhLTpHx0dcRWLzuYRH2kIiIiIio5NBkZuD68rn5q0AbI8tIj36C21tWWa5zzwNFETyoyJS43X32YhImzrgFWX6WKJvj28X3sXVPtPU6RkRERERUQl3euQlpTx4UrAKdk5Dx+MheJN4KLXwsIisocUn0lz/dhSyLAp0A+2LBHaRn8CZrRERERETmUqvVuPrn5sJVoHNSKPHw4C7LxStuyiJ4UJEp1iT6yJEj6NGjBypUqABJkrB9+/ZCxbsSloLzV5INToCFh4ejQYMGessOHTqEXr166S2LS9Bg75HYQvWBiIiIiOi/ZN++fUiNi9FbZu7xt0myBtFn/kVGSrKluklkMcWaRCcnJ6NBgwb4+eefLRLv1+1PoCzEWRiFAli9+YlF+kJERERE9F8QFBQEqTAH4SYIWYPoW9ctHrdY8JroEqVYb3HVtWtXdO3a1WLxjpxMgEaTdztTZBkIvpyMjEwZdrb8JhIRERER5eXcuXMQ+bgW2tnZGfPnz0eDBg1gb2+PEydOYMKECcjMzNRvKEmICQ+zcG+JCu+Fuk90eno60tPTdc8TEhL01ickmc6gN27ciNTUVN1zPz8/k23jEzUo48kkmoiIiIgoL5GRkUavhzZ1/D1v3jwcPXoU48aNAwAsW7YMkyZNwty5c/W2lxQKpCfqH++/sHif6BLlhUqiZ82ahZkzZ5pcn9sokkGDBiEkJET3/NChQybb2tpIBeofEREREdF/jUJhPIMzdfzdu3dvBAQE4IMPPgAAODg4QGNiOKlkIjZRcXqhkuipU6fq/rEB2kq0t7e37nkpD1vEJRRiPDe0ibiLE6e3IyIiIiIyR9WqVXHy1Cmzh3RLkoR+/fohLCz3odpCo4FTqTKW6GLxs/YM2hacGJ3y9kKd2lGpVHB1ddV7ZNe7sycKc7JKqQRefcUTSiUr0URERERE5mjSpEm+krjt27fj448/hvLpMFJ3d3f4+voabVvKt6YlukhkUS9UEp2XQa+WgVSI/FejAd7oU0LOdhERERERFYEOHTpACPMnFnv//feRmpqK8+fPIyQkBAcOHEDVqlUN2ikdneDu7WPBnhYfIQFCYcUHa4BFqliHcyclJeHGjRu65+Hh4Th//jw8PT1RuXLlfMcrU8oW3dp54K/DsXqzdPv4GP7je+WVV/SeKxVAtcr2aFLPOd+vS0RERET0X9WoUSOUqlYD0eFhugnG8jr+njhxYu5BFQp4vdwFSltbi/aVyBKKtRJ95swZNGrUCI0aNQIAfPDBB2jUqBGmTZtW4JifvVsZZUvZ5ut+0QoFYGenwA/Tq0EqTCmbiIiIiOg/qH6/N4zO0F1QCqUNvNp1s1i8Ysf7RJcoxbq727VrByGEwWP16tUFjlnG0xbrf6iJcqXtoDTj3SkVgIO9AqvnVkctP8cCvy4RERER0X9VlZYvw7NRAAo1QVE2VQeMgsqTl1nS86lEnrOoWskefyyrhT5dSsHWRjJ6nbRCAUgS0C7ADduX1ELzBi5F31EiIiIiohLC9/XxUHmWLVwiLUko1bgVyr3cxXIdI7KwF+oWV/lR2sMWc6b64H/jvbH5ryjsPBiD6Fg1ZFnA3dUG7Vu5Y0jP0qhYTlXcXSUiIiIieuHZurii7uRZuDzvf0iLfATkY7KxLKUaBaD6mA9L3v2hlZL2YS0ywPtcFZ0Sm0RncXe1wZjBXhgz2Ku4u0JEREREVKKpPEqhwaffIWLrL3h8+C9tVTqv+0crFFAobVB14GiUe7kL5yii516JT6KJiIiIiKjoKO0d4Dv0LZRr1QEPD+5C1OkjEBoNIEm6CrN4eisdG0dnlGvbFV7tukLlUbo4u21d1p78q4QV7p93TKKJiIiIiMjinKtWR/VR76Pa0LeQfDccyXduIjM5EZJCATv3UnCu4geH8t5Q2DAloRcLv7FERERERGQ1SnsHuFavDdfqtYu7K8WHlegShbubiIiIiIiIyEysRBMREREREVmT8unDWvI/EToVAivRRERERERERGZiJZqIiIiIiMiaeE10icLdTURERERERGQmVqKJiIiIiIisSXr6sGZ8KjKsRBMRERERERGZiZVoIiIiIiIia2IlukRhJZqIiIiIiIjITKxEExERERERWZME65YvWYkuUqxEExEREREREZmJlWgiIiIiIiIrEpL2Yc34VHRYiSYiIiIiIiIyEyvRRERERERE1qSAdcuXLI0WKe5uIiIiIiIiIjOxEk1ERERERGRNkqR9WC2+9UKTIVaiiYiIiIiIiMzESjQREREREZE1SbButZiV6CLFSjQRERERERGRmZhEExERERERWZOiCB75MGvWLDRr1gwuLi4oW7YsevfujdDQUL02aWlpGD9+PEqVKgVnZ2f069cPjx8/1mtz584dvPrqq3B0dETZsmUxefJkqNVqvTaHDx9G48aNoVKp4Ofnh9WrVxv05+eff0bVqlVhb2+PFi1a4NSpU/nuS1FiEk1ERERERPQf8s8//2D8+PE4ceIE9u3bh8zMTHTu3BnJycm6Nu+//z527tyJTZs24Z9//sGDBw/Qt29f3XqNRoNXX30VGRkZOH78OH755ResXr0a06ZN07UJDw/Hq6++ildeeQXnz5/He++9hzFjxmDv3r26Nhs3bsQHH3yA6dOn49y5c2jQoAECAwPx5MkTs/tS1CQhhCi2Vy+khIQEuLm54dqRgVBJtywe386pJio0+tXicYmIiIiISpKRW4/genS8xePWKOWGVX1ftnjcopKVr0QMU8LVznoXLidkCFRdo0F8fDxcXV3zvX1kZCTKli2Lf/75By+//DLi4+NRpkwZrF+/Hv379wcAXLt2DbVq1UJQUBBatmyJ3bt3o3v37njw4AHKlSsHAFi8eDE+/vhjREZGws7ODh9//DH+/PNPXLp0SfdagwcPRlxcHPbs2QMAaNGiBZo1a4affvoJACDLMry9vTFx4kR88sknZvWlqLESTUREREREVAIkJCToPdLT083aLj5eewLE09MTAHD27FlkZmaiY8eOujb+/v6oXLkygoKCAABBQUGoV6+eLoEGgMDAQCQkJODy5cu6NtljZLXJipGRkYGzZ8/qtVEoFOjYsaOujTl9KWpMoomIiIiIiKxJKoIHAG9vb7i5uekes2bNyrNrsizjvffeQ+vWrVG3bl0AwKNHj2BnZwd3d3e9tuXKlcOjR490bbIn0Fnrs9bl1iYhIQGpqamIioqCRqMx2iZ7jLz6UtRKxC2u7N2bw9G2usXj2thXsHhMIiIiIqKSpmWlMqji7mzxuOWdHSwesyS7e/eu3nBulUqV5zbjx4/HpUuX8O+//1qzayVKiUiiPaqMLdDYf3MIoYEkKa0SuyjiExERET0PhJAhSdYZBGnN2AAgZA0khRWPB60d38r7RyMLvNm8ltXilwgFmEE73/EBuLq65isvmjBhAnbt2oUjR46gUqVKuuVeXl7IyMhAXFycXgX48ePH8PLy0rXJOYt21ozZ2dvknEX78ePHcHV1hYODA5RKJZRKpdE22WPk1ZeiViKS6JRpYyHdv2HxuDZtusJh0pd4EvY1MlLvWDy+nUNllK3+fxaPS0RERPS8kSQFgsN2Iyk1xqJxy7hXhX/l1gi7+StSUy1/yxt3t1qo7N0NcfuHQx171eLxVZW7wKXF50haOwyaJ9csHt/WPxCOr36BC2E7kJwaZfH4pd19Ub1yW8w8eA4RcUkWj1/V3RnT2ze2eNz/OiEEJk6ciG3btuHw4cPw8fHRW9+kSRPY2triwIED6NevHwAgNDQUd+7cQUBAAAAgICAAX331FZ48eYKyZcsCAPbt2wdXV1fUrl1b1+avv/7Si71v3z5dDDs7OzRp0gQHDhxA7969AWiHlx84cAATJkwwuy9FrUQk0ZqIUMg3Llg8ruzjDwDISL2DjBTLJ+lERERE/yVJqTFISH6Sd8N8cHLwAACkpj5GSsp9i8YGAAd7bXKgjr0KddR5i8dXutcEAGieXIPmXrDF4yvKauMnp0YhMcXyJxmcHEoBACLikqwyO3eJke26ZavFz4fx48dj/fr1+OOPP+Di4qK7ttjNzQ0ODg5wc3PD6NGj8cEHH8DT0xOurq6YOHEiAgICdLNhd+7cGbVr18Ybb7yB2bNn49GjR/j0008xfvx43TDyt956Cz/99BOmTJmCUaNG4eDBg/j999/x559/6vrywQcfYPjw4WjatCmaN2+O77//HsnJyRg5cqSuT3n1paiViCSaiIiIiIiIzLNo0SIAQLt27fSWr1q1CiNGjAAAfPfdd1AoFOjXrx/S09MRGBiIhQsX6toqlUrs2rULb7/9NgICAuDk5IThw4fj888/17Xx8fHBn3/+iffffx8//PADKlWqhOXLlyMwMFDXZtCgQYiMjMS0adPw6NEjNGzYEHv27NGbbCyvvhQ1JtFERERERET/IUKIPNvY29vj559/xs8//2yyTZUqVQyGa+fUrl07BAfnPspiwoQJuuHbBe1LUWISTUREREREZEVCoX1YMz4VHe5uIiIiIiIiIjOxEk1ERERERGRNz9nEYlQ4rEQTERERERERmYmVaCIiIiIiImtiJbpEYSWaiIiIiIiIyEysRBMREREREVmTBOuWL1mJLlKsRBMRERERERGZiZVoIiIiIiIia+I10SUKK9FEREREREREZmIlmoiIiIiIyJpYiS5RWIkmIiIiIiIiMhMr0URERERERNakkLQPq8W3XmgyxN1NREREREREZCZWoomIiIiIiKyJ10SXKKxEExEREREREZmJlWgiIiIiIiJrUgDCmuVLlkaLFHc3ERERERERkZlYiSYiIiIiIrImXhNdorASTURERERERGQmVqItRJYF0tJlSBJgr1JAkng6iIiIiIhIyDLSnjxA8p1byExOhCRJsPMoDecqvrBzL1Xc3SsarESXKEyiC+HBozRs3HEfx8/E4sr1RKSlywAAJ0cl6vm7oE3zUhjQozxKe6qKuadEREREREUrLfIRHv2zG4+P/g1NarJ2oSQBQujaqMp4ofwrr6Jsqw6wcXQupp4S5Q+T6AKIjs3AF99dx679j6GQAI2svz45RYMT5+JwKjgO3y27hcG9KmDKO35wduLuJiIiIqKSTVarcX/3Jtz9c+PTBdkOlrMl0ACQHvkIEb+vxL1dG+H7xgSUatKqCHtahBSw7oW0vEi3SJX4rC5NFtieAOxIAB5nAmoAZWyADs7AEHfAXZm/sQ/HTsVg4qcXkZSsgRCARphuKwsAGoHftt/H/qNRWPxtfdSv5VqYt0NERERUIkXcfIg9fwQh4uZDpCSlwcFRhYqVyyCwV0vUqFW5UJfKCSFw8eJD7NxxCXfvxiE1JQPOLir4+ZVBnz71UNWncEOKZVng0FWBzSdl3IsRSMsAPJwkNKkm4fXWClT0LNxY2wyNwJ83BLZdl/EoGVDLgKc90LayAkPrSCjlULj4aakZOPh3CIKOXEFcbDIAAXcPZ7Rs44/2gQ3h4Gj+qMrM5ERc/WEGkiLC8tEDAXVqMkKXfINybbui2pBxkBTKfL8PoqJSYpPoBI3AvEhgVSyQIGtPzmQvGB9IAmY8Bga5CUwpC1SyzfvH53BQFMZNvgBZFjlPouVKloHI6HQMfecs1v3UGA3quOX7/RARERGVRGeCrmLj6n24ejECCqUCcrYhftcuReDvnSfhU70C+r/eAW07NcpXbCEE9uy+irVrzyD8VjSUSgmabBWQkPP38fvGYDRsVBEjR7VA8+ZV8hVfIwusOCxj6QEZ92MBpSL7CEWBY9cFftgjo3M9CR90U6J+5fwlu6lqge9Py1gZIhCTBiikp0Wapw7fkfHVcaBPTQlTWijg456/+PFxyVi/6iD27DiLtLQMvZHWkgScOh6KJT/+hcDuTfDaqPZw98h9uLUmLQWX532KlAe389UPALoXfvzPbkDIqPbaOyVrjiFeE12ilMjC/8NMgcBw4KdobQIN6CfQACAApAtgXRzwyk3gYlruWfGd+6l4Z+rFfCfQWWQZSM+QMfrDEMTGZ+Y/ABEREVEJs3X9Ycz4cBlCL2uTLjnHNXKap88jbjzEnOlrsfKnHRBmHojJssD8eYfx+cy9iAiPfhpPf9us5xdCHmDSxK3YtOm82X1PzRAYvVSDGZu1CTRgeImfLLS54f5LAj3mqrH7fM4jUtOiUwV6bNJg/iltAp0VLzsBIFMGtlwT6PCbBqcfmn+Q+uBeNCaOWogdW04iLS1DGy/b5ln/nZ6WiV3bTmHiqIW4fzcq15jhG5cj5f5t/eHbBfD4yF5EnTpSqBhE1lTikuh4jUCvCOB6OqAxo70GQIwG6BEORGQY/+GRZYEpX16BWi0XKIF+FgeIT8zEjLmhBQ9CREREVAL8ueUYVv60A4D2WCs3WYnz1vWH8euyPWbF/2nBUWx+mhTndfyW9frz5x7Crp2X84ytkQXeWanBvosC5hwaamQgUw2MXabB0Wt5J5gpmQIDtmlw4Ylh4mw0vgASM4B+WzW4GpX3BrExiZgyYTkin8QbnLgwRtbIiIpMwOTxyxEdlWC0zYOQ03hybD8gCpdAa0m4tX4RMhLiLBDrOSEVwYOKTIlLoj99BNzMMC+BzqIBkCgDo+4ZX3/s1H2cPh8HTX6CmiDLwK79jxEWnlT4YEREREQvoHu3n2Dx/K0F2nbj6n24GHwj1zYnTkTgt/VnCxR/1tf78OBBfK5t1h6VsfeCMCvBzSKePkYv1SAlPfcNZwXJuBiZ+9w7OckCSFMDw3Zp8qzWfz9rG6KjEs1KoHXxNTLiYpLw3dfGP7eQTWsAyVKphYAmLQ2Pj5h3woSoqJWoJDpWLbAx3jCBDg8PR4MGDfSWLVu2DO3atdM91wA4lwqcTzX80Vm94RKUOSYgCw8Px7Vr1xAcHIwrV65g3bp1cHR0NKufSqWEdVvum9WWiIiIqKT5a9sxSArD0pk5x1cKpQK7Nv+ba/zfNwYbHLsBgFKpxLRp03D16lVcvHgRwcHBWLJkCdzc9Oer2b7tosnYQggsPWiYfIaHh+Pq1atQKp9NiHX69Gm0bdtW91wWQGIasO2M6SQ3OVPgl4uGCbqtrS2++eYbhIWF4cqVK7hw4QKGDRum10YjgFtxwNF7puM/ehiLE/9eM5pAZ9//wcHBWLZsmX58jYzTQdfx8H6M3vIrV67g8dULelVoc/ZHroSMR4f/gqxRm9f+ecdKdIlSrEn0rFmz0KxZM7i4uKBs2bLo3bs3QkMLPtR5XRyQaeYZu7Fjx+Lw4cN6y2wArND/TYBarcbhf+8aXEMDAIMGDUKjRo1Qp04duLm5YcSIEWa9tkYj8PeRSPM6SkRERFSCpKWm4++dJ01WQfM6vpI1MoL+uYjoSOPV4ocP4hF0PMLosduKFSvQtGlTBAQEoF69emjUqBH27dsHT0/PZ/Flge3bLiAjw3jyFhQmEB4Jo8O4VSoVRo8ebfyNP6WQgOWHTFeLt4UKJBuZPmf16tXw8/NDgwYNULt2bfTo0QOffPIJRo0apddOKQErcrn2+q/tp6AwcgIjS9b+b9SoEcaOHWvYf4WEP7ef0lu2b98+7UxkOZizP3KTmRCH+HsFmKSMyMqKNYn+559/MH78eJw4cQL79u1DZmYmOnfujOTk5ALF+y3O+A+aMYcOHUKvXr30lqkB/B4PyNl+1K5evYqMzNyHutjZ2cHR0RGxsdpZJT788EOcPHkSZ8+exe7du1G5cmWDbR5HpiM2Ls3M3hIRERGVDGeCriItNSPPdjmPr7ITAvj34Hmj2+3bF2o0SfT19cWAAQMwcuRIxMXF6ZZv3rwZ4eHhem0TE9Nx8qTx5G3LaRlKE0fQM2bMwGeffQYHBwfjDaCtRl97AFx/ZHz9hquyQVHRz88PvXv3xrhx45CSkgIAuH37Nj788ENMnz5dr61GAH/dApJMzPWz769zeV6DnhtZFtj3p/5Q+bNnz0IyMpTb1P5wdnbG0qVLcfLkSYSEhGDJkiWwtbU1+npRN68XuK/PE6Gw/oOKTrHu7j179mDEiBGoU6cOGjRogNWrV+POnTs4e9b4NSzp6elISEjQe2T3yAKjPdLFsxm9AeDWrVsm227cuBHBwcF49OgRZFnG77//jiFDhqBmzZoICAhAkyZNsG7dOixcuNDo9nfuJxa+w0REREQvkJioBKNDubMYO77KSaFUIDba+HFUdFSy0SS6cePGCAsLQ3R0tHn9jE4xuvxxnOEs3FlCQkJw6NAhvP/++3nGj0wwnsg+TDIsCjVq1AhhYWGIidEfMhkUFITKlSujdOnSestlAcSkGsYWQiA+NvdiVdb+Dw4ORu/evY22iY9LgZxtBu4bN25AyIaTB5naH/PmzcPRo0fRokULNGjQAAqFApMmTTLYXlIqkfTkYa79JSoOz9V9ouPjtcNysg+pyW7WrFmYOXOmye1NnHDLt3QZwNPLNzS5zCY2aNAghISEQKlUYsmSJfj222/h7e2NZs2a6U4EZL8OJCdNPiZzICIiIioJMjPVkCDB1LzWxo6vPvroI4N2GRnGbxmakakxe2SiKZIEk8O50/K4U+lnn32GU6dOYfHixbm2SzcRJ8MCE9kCQLqROEKIPI8/s/Z/boQQkGUBxdNynFptupJlbH/07t0bAQEB+OCDDwAADg4OJo+5hSVm9iWysOem8C/LMt577z20bt0adevWNdpm6tSpiI+P1z3u3r2rt97VQu/GPVve6+HhkWd7jUaDLVu2oEuXLpAkCbNmzdJdS1K/fn3Ur1/f6HZurirLdJiIiIjoBeHk7KBXxTQl+/GVASHg7GJ8QlcXF5XROZbOnTuH6tWrmyzW5AgPFxd7o+s8nLTXNZty+/ZtrF+/Hp9++mmur+FmYj5aNyOHh8HBwUb7HhAQgDt37iAqyvD+zcbiKBQK2NsbHzadH3Z2NrCxeXbAnNs+NbY/JElCv379dMfL/v7+eOuttwy2FbKAnbNLofv7XODEYiXKc5NEjx8/HpcuXcKGDRtMtlGpVHB1ddV7ZNfGSVdALhAFgLoqQJXtlzHnrN6mtG/fHqGhodi+fTveeustXfJtY2ODhg0bGrRX2SlQ1dvVYDkRERFRSVarno/ZbbOOr3LSaGTUqlfV6Db16leAWm2YpN+8eRNbtmzBihUr9Gbj7tu3L3x8DPtUt155o/Gb+Up5Vrq//PJLvP7666hQoYLR9Q52gH8F41lP60oSck4sfuPGDezcuRNLly7VXV9cpUoVzJs3D1988YVeWwlAZVegtIkkvU6DqlCYuqjbDAqFhNr1q+gta9y4MaRcRl/m3B/bt2/Hxx9/rBux6e7uDl9fX8MNhQzPqn4F7iuRtTwXSfSECROwa9cuHDp0CJUqVSpwnDGepu8PvXfvXty9e1f3MPY6MoA3S+kv8/T0NJnsZl0zcvHiRdSqVQuTJk3C+vXrsXr1ahw6dAjnz5/H+fPn0b59e73tFAqgYV1XKAvxA0ZERET0IqpSzQu16/uYnCHa2PGVHgnwquCJBk2rG92+VSsflC7tZHTdqFGjEBISgpMnT+LSpUu4cuUKOnfurHetsUIhoXnzyqhUyd1ojIEtFbDNo2oTHR2NH3/80WgSrVQAgwMUcLY3/v5H1lcYvT/0sGHDcOvWLVy8eBFXrlzBrl27MGfOHCxfvtyg7diGCiiMzJYNAD37B+Tr/tA5ybJArwEBestatGiR67DrnPvj/fffR2pqKs6fP4+QkBAcOHAAVatWNdxQklCqWo0C9/W5wyp0iVGs10QLITBx4kRs27YNhw8fNnoWMD+aOgB1VMCVdP0JGcyN66wA+rkZLn9tQG18/d0JZL8TQW4xFyxYgAULFphcL8vA4F4VzeoTERERUUnTY8BLuHIh3GC5OcdsEiT0GPASFArjxQilUoH+AxpiyeLjBreRUqvVmDFjBmbMmGEyviwL9B/Y0OR6d0cJ/ZpL+P2E0JtgLGffv/zyS3z55ZcG22tkYPhLpgsp/qUktKwAnHoIvXtFZ2RkYMqUKZgyZYrJbQHAVgEMqW06q2oWUAOly7giKjLBYJ05+9+zlAtatKqpt6xLly6wc3ZFRtKzmHntj4kTJ+b+QgoFPOs3h8qFIzfp+VOspdDx48fj119/xfr16+Hi4oJHjx7h0aNHSE01Mp2gGSRJwhdeBT8Z81lZwNHIWdFBvWrCwb4wA8WfUUhAmVJ2CGxX1iLxiIiIiF40AW3roWbtyiYTYVMUSgW8KpZCp+4tcm3Xu099lCvnDGXOcdF5xVdIaNiwIlq1yj2ZfDdQCUe73K+NNkaSgIEtJNQ0MZQ7y7Q2Siikgh3TfthCAQ8TVW5Ae5Jh7LvdChBZa+zErlDa6B8Xq1Qq+HfpbfRe0QUmyyjfvrvl4hU3XhNdohRrEr1o0SLEx8ejXbt2KF++vO6xcePGAsds7yzh+wr5/y5NLAW8Wcr4Fh7u9vjsPcsMJZEF8M3/akFlx6HcRERE9N9kY6PEtLljUL5iKbMTaYVSATd3J3zx/ZtwdDI+6VcWNzd7/LigH1xc7M1OpBUKCVWreuLbOT3zvOSuahkJa99Rws4GJu8ZnZMkAS/VlDDntbwLMy0qSFgcqIAk5e9g/Y26Ej5snvf7bdexPsZM6JqPyFoj3+qM9oENja6r13sI7NxLAUbuF51vCgVKNW0DN3/jk/MSFbdizeSEEEYfI0aMKFTcYR4SfvEGHJ/+hpj6KVFAO579i3LA5+VyjzmgR3l0eaVMvs845jRikDfaBZTOuyERERFRCebm7ox5yyahXmPthFKmEtesSbB8fMvju5Xvw6tCKaPtcvKu7IGVq4eiSlXPp/GNH8RlLW/eogqWLhsEV9fcE/QsLfwU2PGRDco+HW1sKpnOWj4kICvxNu9gsk9NBTb2UsDl6Szbpo5BFRKglIDJLSR810EBycxq8IDXXsIH/+sHWzsbSJKJIvLT5ba2Skz6pA8GD29nMp6tgyOqj/6g8BVRhQK2zq6oNsRwtu4XGivRJcpzdZ9oS+rpKqGDv8DmOGBRDHAtXX99BRtgnCfwugdQ2owfM0mSMH9GXbz76UXsP2p4G4Hct9XeKmFI7wr437vGJ8EgIiIi+q9xdnXEVz++jbCrd/Hn1n9xeO85qNXPJqhSKCS0alsP3fu1QZ2G1cxOELOUL++KX9e9gbNn72LzpvM4euQW5GwXGtvZKdGlay307dcANWvm/1K7et4STn1hg78vCqw8LOPYdf1rsF3sgdfbKPBGGwV8yuY/y2lfVYHLYyVsvy6w7LyMkCf668s4AmMaKPB6XQleTvmPH9i9Cdq0q4P9u89h++/H8eBejN56r/Ke6D0wAJ26NYazi0Oe8dxq1EWNMR/h+rI52gUin3fsVihg4+iMOh9+BVteC03PsRKbRAOAk0LCcE9gmIdARCYQrdbO3u2uBPzsAGU+f4hVdgosnFUfv/x+F7MX3YAsAxpj0ydmo1AA9iolZnxYE327eeX7x5+IiIiopKteyxvv/W8Ixk7qjccPY5CSnA4HBzuU8fKAq5vxmbbNJUkSmjatjKZNKyMuLhWPHyciNSUDzs4qlC/vCidnIzdUzgcbpYRuDSV0a6jAoziBR/EC6ZmAm6OEKqUBB7vCHfs52EgYUlvCkNoK3IkXiEwF1LL2PtB+HoBNIYdJOjnbo9eAVujZPwAP7kUjIT4FQgCubo6o6F0q38eupZu2gY2TC8JWzEdmUrx2Rl0zuVStjupjPoR9aa/8vo3nnpC0D2vGp6JTopPoLJIkwccO8LErfCylUsKoIZXRqW0ZrN18Dxv+uI/kFA0kPBsOpH6aWHu42eK1vhXxer9KKFOqcD/QRERERCWdk7MDqlW33h1M3N0d4O6ed0W1oLzcJXi5Wy+bqewmobKRO8lYgiRJqOhdGhW9Cx/LvVYDNPp8Ie7u/A2Pj+6FnJEOSak0uA1W1jI791Ko2KUfvNp1g5TPyeaIisN/Iom2Bu8KDvi/d6vjw7d8EXozCZdDExEVkwFJArzKqFDX3wV+VZ1gY8MfAiIiIiL6b7FxdILPoDGo3Os1RJ87jsSb15AYfh3qpARAoYDKswxcfGrAtWY9eNRtDElhmTvhPLcUsO5sVEw5ihST6EJS2SlQv5Yr6tfidRtERERERNkp7R1QtlUHlG3Vobi7QmQxTKKJiIiIiIisydozaPOa6CLFwj8RERERERGRmViJJiIiIiIisiZWoksUVqKJiIiIiIiIzMRKNBERERERkTWxEl2isBJNREREREREZCZWoomIiIiIiKxISNqHNeNT0WElmoiIiIiIiMhMrEQTERERERFZE6+JLlFYiSYiIiIiIiIyEyvRRERERERE1qSAdcuXLI0WKe5uIiIiIiIiIjOxEk1ERERERGRNvCa6RGElmoiIiIiIiMhMrEQTERERERFZEyvRJQor0URERERERERmYiWaiIiIiIjIioSkfVgzPhUdVqKJiIiIiIiIzMRKNBERERERkTXxmugShZVoIiIiIiIiIjOxEk1ERERERGRNEqxbvmQlukixEk1ERERERERkJibRRERERERERGbicG4iIiIiIiJr4sRiJUqJSKJtAjrBpkYdi8dVNmwFAHB0bwZbB2+Lx7dVeVk8JhEREdHzqox7VTg5eFg0podzBQCAu1stONiXtWhsAHB29gEAqCp3gdK9psXj23lpjzdt/QOhKGv5+DZVAwAApd194eRQyuLx3Z0rAQBaViqDKu7OFo9f3tnB4jGJCksSQoji7kRBJSQkwM3NDfHx8XB1dbXKawiNBpJSaZXYRRGfiIiI6HkgZA0khXWOeawZu0TEFxpIkvXia2QBpYKlUGOy8pWwOTZwcbDePkpMFag+WW3VvIieKRGV6JhL7yNFirB4XPvSHeBe/f+QMvMNaCKuWjy+smotOE5fa/G4RERERM8bSaFE8tJh0Dy4ZtG4tvUC4dDvC8TvGg5NtOWP12x9usDl5c+RsGM4NFFWiO/bBc5tP0fs4RFQx1t23wCAqmIgXJvORMzZMVAnXbd8/DId4VZ7GmYePIeIuCSLx6/q7ozp7RtbPC5RYZSIJDoz5QaUsuV/1GycqgMANBFXIV8Ptnh8IiIiov8SzYNr0Nyx7DGVorx2CLQm+irUT85bNDYAKD2fxo+6CvVjK8QvpY2vjr8GdbTl49u4PY2fdB2Z8SGWj+9cAwAQEZeE69HxFo9fUghJ+7BmfCo6nJ2biIiIiIiIyEwlohJNRERERET03OLs3CUKK9FEREREREREZmIlmoiIiIiIyJpYiS5RWIkmIiIiIiIiMhMr0URERERERNakgHXLlyyNFinubiIiIiIiIiIzsRJNRERERERkTZKkfVgtvvVCkyFWoomIiIiIiIjMxEo0ERERERGRNXF27hKFlWgiIiIiIiIiM7ESTUREREREZEVCkiCseE20YCW6SLESTURERERERGQmVqKJiIiIiIisiddElyisRBMRERERERGZiZVoIiIiIiIia1LAuuVLlkaLFHc3ERERERERkZlYiSYiIiIiIrImSdI+rBbfeqHJECvRRERERERERGZiJZqIiIiIiMiaODt3icJKNBEREREREZGZWIkmIiIiIiKyJl4TXaL8Z5JoWRZISRMQAnC0l6BUFv6blqoR+DsOOJcocD4ZeJKh/bdR3g5o5Aw0dZbQwR2wVfBbTUREREREVBKU6CT6YaQGG/am4VhwJi7dyERKmna5rQ3g72ODlvVsMaiLPWpUyd9uiMkU+P6+wOrHQIIGsJEAtXi2/moK8E88oBYCpW2AMeWBiRUAJwsk7kRERERE9IKRYN0LaZlmFKkSmUTHxMuYuTgJfxxKByRAlvXXZ6qBi2FqXLmlxrKtqWjV0BbfvOuCqhWVecb+M0Zg4g2BeDWgebosewINACLbsig1MPuuwK+PgUXVgZfc+A0nIiIiov8OIWsQd/k8ku/ehDolGZJCARsnF7jXbgQnb5/i7h5RvpW4JPqfMxmY8E0CkpIFZAFtRmuC5mkWfPJiJjq+GYPP33HG0G4OJtvPuSvw1V0BBQDZZCtDMoCHGUDPywI/+ALDyjGRJiIiIsruXKTAL9dlhMUJJGQCzjaAj6uE16pLaO0lQSrk9aSJaQI7LwrcjRFIyQCcVUBNLwldakuwsyn8sVmmRuDIDYEHCUB6poCrg4TGlST4lbHMcV9KusA/l2VEJQBqGXBzBFrWUKCCZ+HjP4yWsf7vDBw4o0ZsgoAA4Oki4ZUmNngt0A4VSheshJqZmIAnx/bh4aE/kREbBSgUus9RyAK3t6yGs08NlG/fHaUat4bC1rbQ7+V5JSQJworXRAumF0WqRCXRe46l460vEyAEIHJJnnPSaLSPT35IQnySwNsDHQ3aLLivTaCB/CXQutd4+v/v3hSwVwADLfSDSkRERPSiEkJg8y2Bny7JuBhjeInc2SiBjTcFqrkC79RRYERNCYp8JiKhjwVWHpex4YyMtEzARqGdw0YIbTLq4QiMCFBgWAsFKrjn//jsQbzA2tMyVp2QEZOiXZYVHwBa+0gYHaBAl1oSbApwad+NRzLWHJLx21ENktP14yskoFMDCSM72KCNvwRFPufhuRKhwfzf0vH3SbXB6M17TwQuhWdgwaYMdGpugw8Gq1CnWt6jNrNEB5/A9WVzIDTqZztDlg3qW0kRNxC2Yj5ub1uLOu/NhINXpXy9B6LiUGJucXX1lhrvfJX/BDqnWSuSsfvfdL1lZ6OSMe12IYLmMPGGQESa5eIRERERvWjUssBHQTLePCLjcszTZTkOjzRPn4cnAB8FyRhxSIPUnI1y8dtpGa/MV2PtSW0CrX1dIFOj/X8AiE0Bfjgoo81cNf69kb9SyR8XZDSbq8Z3h54l0ID+seiJCIFR6zXouliNqCTz+y6EwOK9arT9XyZWHXyWQGePLwtg/wWBwfMyMfKnTKSkmx//wJlM9JicjH2n1JCF4eWPgHaZLID9p9XoOSUZ+09nmhX78b/7ELroawh1Zt4H5kL7whlx0bjw9YdIvnvL7PdAVFxKRBKdqZYxaXbhE2hAe2bv4+8TEROv/QedmZmJcUfCLbqj1AJ454aAKGxniYiIiF5AQghMDpKxOtS8UX5ZR0x/3QHGHNZAI+d9DLXmhIz3NmmgEYAmjxeQBZCaCQxcrjE7kd5wTsbYDRqoNdrtTck6EXDpIdBtsRrRyeYd/83bocHnv2sgkHv/s9YduCAwZH4m0jLzjh90SY3RX6ciIzPvfZP1GhlqYPTXqTh2QZ1r29hLZ3Fz7U95B81JlqHJSMfl76cjPSYy/9s/76QieFCRKRFJ9PZ9j3EtXGPWj0BehAASkwV+3qA9nfjHH38gLCFdNxzbEjQAjicApyKTLRiViIiI6MXw2w2BX66L3KauMUoWwJ67wI+Xct/yVISMKdvyd/QmPy3GDFutwYO43OOfuSPj/S3a+Oa+B40M3I0Dhq9V51lI2XFag/k78t//szcFPl6Te5KbkCww8qsUyHL+ik9ZxapRX6UgzkRFXciagiXQWWQZ6uRE3PljXcFjEBWBEpFEr9n+AJa8FbNGBn7bk4aU1EwsWLAA1rgzlQ2AZdeeWD4wERER0XNMCIEFl+QCF84EgEWXZWTmUv796bBcoGNDWQBpmcCak7lXZn44LBeo8qeRgVN3tEO8TRFCYO52TYH2jyyAzUEy7kWZjr/5UCaSU3OvnucWPyUd2Hwww+j62EvnkBEbXbihobKMqFNHkJmUUPAYz6PnrBJ95MgR9OjRAxUqVIAkSdi+fbve+hEjRkCSJL1Hly5d9NrExMTgtddeg6urK9zd3TF69GgkJSXptblw4QJeeukl2Nvbw9vbG7Nnzzboy6ZNm+Dv7w97e3vUq1cPf/31l956IQSmTZuG8uXLw8HBAR07dkRYWFj+3rCFFWsSvWjRItSvXx+urq5wdXVFQEAAdu/ene84obeSDX4IwsPDcfXqVSiVzyZAOH36NNq2bWtWzKQUgd2HInDkyBHdMJzssR8/fgwbm2fzsrVr1w5CCHz33XdmxVcD+PNOPId0ExER0X/KySdAaJxhBdfZ2RmJiYlYvny5btnw4cOxbds2gxhRacBfd4wfQ92PE/j7qjAYodinTx+cOXMGwcHBuHr1Kg4cOABJkvDnn3+iRo0aunYaAawOkpFh4trre3ECf4caxge0x4jXrl1DcHAwLl++jHfeecegjY0CWHnCdJJ+KkzgxiPjVXpT7yE7hQSs/cd4FVsIgZW70g2WK5VKTJs2DVevXsXFixcRHByMJUuWoFevXggODs4RBFixKwOykSz80cFdgMIwvTD22eZGyBo8OX7ArLZUMMnJyWjQoAF+/vlnk226dOmChw8f6h6//fab3vrXXnsNly9fxr59+7Br1y4cOXIE48aN061PSEhA586dUaVKFZw9exZz5szBjBkzsHTpUl2b48ePY8iQIRg9ejSCg4PRu3dv9O7dG5cuXdK1mT17Nn788UcsXrwYJ0+ehJOTEwIDA5GWlmbBPZI/xZpEV6pUCd988w3Onj2LM2fOoH379ujVqxcuX75skfgqlQqjR48u0LY2SuDAsTsm19+5cwc9e/bUPR89ejROnz6dr9dIVsu4efNmgfpHRERE9CL6JVSGsTtKDRo0CGfPnkXfvn3h5OSUawylBKy8ajwRXXdKNjjA9fLywtKlS9G3b180atQItWrVwkcffQQhBF599VVcv35dr31sCrDnivEk+tfTuVfRBw0ahEaNGqFr1674+uuvUa9ePb31ahnYdUkg0sSQ6F8OaaA0coSe23vITiMDaw9rkGnkJMCpKxpEPBQGheIVK1agadOmCAgIQL169dCoUSPs27cPnp6eBjEEgLuPBYIu6SfqKTFRiLsSbHSGMnM+W0X25FsIPD6y12i7F5YkWf8BbeKa/ZGebnjSBAC6du2KL7/8En369DHZZZVKBS8vL93Dw8NDt+7q1avYs2cPli9fjhYtWqBNmzZYsGABNmzYgAcPHgAA1q1bh4yMDKxcuRJ16tTB4MGD8e6772L+/Pm6OD/88AO6dOmCyZMno1atWvjiiy/QuHFj/PST9rIAIQS+//57fPrpp+jVqxfq16+PNWvW4MGDBwbV86JUrEl0jx490K1bN1SvXh01atTAV199BWdnZ5w4cSJfcUzdLmDGjBn47LPP4OCgf+/nIUOG4MSJEzh37hzOnz+P7t27G2yrkYHLoTEm70m4atUqjBo1CgDg6uqKli1bYs+ePdr+2Njg559/RmhoKIKCgjB37lwcOnTIaBxLnTAgIiIiehFcixMGs3AD2oLEt99+iyNHjmDQoEG5xtAIIDTe+LrQx8JgorJy5cpBo9EgJiZGtyyrwhoeHo4GDRrotbdRAKGPjCe51x4bJqHG3LlzB6GhoXpV7uz9v2liyPXlu8ar3Lm9h5ziUoDoRMPlN+8bBvb19cWAAQMwcuRIxMXF6ZZv3rwZt26Znik7/IF+rOQo05cpGvtshw8fjoMHD2Lz5s24cOECmjdvrrdNRmyUyXhkmre3N9zc3HSPWbNmFTjW4cOHUbZsWdSsWRNvv/02oqOjdeuCgoLg7u6Opk2b6pZ17NgRCoUCJ0+e1LV5+eWXYWdnp2sTGBiI0NBQxMbG6tp07NhR73UDAwMRFBQEQPvv89GjR3pt3Nzc0KJFC12b4vDc3Cdao9Fg06ZNSE5ORkBAgNE26enpemdTEhKeXith4nRgSEgIDh06hPfffx9ff/21bvnevXt1wxGqVKmCEydOoEqVKsjIeHZ9hxBAapoaCoUCGo3hkJhjx47hnXfeQfny5dGzZ09s2rRJ127cuHGoXr066tSpAwAG4/qzS01NNbmOiIiIqKRJMHI5ba1ateDt7Y29e/fCxsYGn3zyCVauXJlrnCQTd1uKTzW8JPfChQv4999/cfv2bfzzzz84fvw41q9fr6uY5SRJQKLxAh7i08ybTKxu3brw9/dHSEiI0fWJJkaiJqYaj57f95CYJuCV4yA5KVVAodAvFjdu3BhhYWF6CVJelAogIUW/n5mpxifMze2zbdGiBRo1amQwEgAA5MwMCNmSU/sWMwWsW758Gvvu3btwdXXVLVapVAUK16VLF/Tt2xc+Pj64efMm/u///g9du3ZFUFAQlEolHj16hLJly+ptY2NjA09PTzx69AgA8OjRI/j4+Oi1KVeunG6dh4cHHj16pFuWvU32GNm3M9amOBT7xGIXL16Es7MzVCoV3nrrLWzbtg21a9c22nbWrFl6Z1a8vb3zjP/ZZ59h0qRJesNRfHx8sHv3bly8eBHbt2+Hp6enwQcMALa2CsjGbpr31Nq1azFixAiMGjVK74e+Q4cO+PXXX6FWq6FWq/HLL7+YjJH9zAwRERFRSedkpIQzevRorFmzBrIs46+//oKPjw/8/f1zjeNoohTkrDKsrwgh0L9/f7Rq1Qp79uxB69atcfnyZfj6+hqNIQTgaOIQzTmPQ7eNGzfqrikeNWoUbty4YbSdk4k4jirj1aH8vgdjcRxVktH7QeeXRgac7PXj26gcjLbN7bM9fvy40QQaACSlDSSF0ug6Mi1rrqmsR0GT6MGDB6Nnz56oV68eevfujV27duH06dM4fPiwZTv8gir2JLpmzZo4f/48Tp48ibfffhvDhw/HlStXjLadOnUq4uPjdY+7d+8CANQmJn4AgNu3b2P9+vX49NNPdcs2bNiA5cuX6675SEpKgr29vd52NkqgelWPXCf+WrNmDd59912kpaWZ/IEEkGuM6tWrm1xHREREVNJUcYHenU9sbGzwxhtvYPjw4QgPD8eNGzfg6OiY67w2EoBKJi6bruwpGb2mGABCQ0OxdOlS9OnTBydOnNCb3yY7tQx4exhPZqvkEh94dk1069atsWXLFpPtTMWvWha5xjfnPdjbAqVcDLetUMbwNc+dO4fq1asbvf45NxVK68dycDfcPq/PNudMztnZuriaXPdCKqJroq2lWrVqKF26tC7n8fLywpMn+kP41Wo1YmJi4OXlpWvz+PFjvTZZz/Nqk3199u2MtSkOxZ5E29nZwc/PD02aNMGsWbPQoEED/PDDD0bbqlQqg7Mr5vjyyy/x+uuvo0KFCgAADw8PhIeHA9DOKmfsR0OtAdoFVMw17sOHDzF16lR8/PHHessPHjyIoUOHwsbGBjY2Nhg2bJjR7e0UEmrVqmXWeyAiIiIqCV6rrtC780nPnj1x69YtVKpUCT4+PvDx8UHLli3xxhtvwNbW1mgMAWBYDeOHsYObKqDOUW2tUKECWrVqpXvu7u6uG6ZqjL0t0LO+8aRkaFOF0WuWzaWUgJeqSSaT6NfbKo3GN/c9KBXAgFYK2Nsaxn+pgQ1Ku+kvv3nzJrZs2YIVK1bAzc1Nt7xv376oVq2a0T56uEho20h/KICLVwU4VfbVS+YK8tkCACQFygS0N72eity9e/cQHR2N8uXLAwACAgIQFxeHs2fP6tocPHgQsiyjRYsWujZHjhxBZuazay/27duHmjVr6iYpCwgIwIED+jOx79u3T3d5r4+PD7y8vPTaJCQk4OTJkyYvAS4KxZ5E5yTLsslZ5EwpXyb3YQrR0dH48ccfdUn0pEmTsHnzZpw7dw6NGjXC7du3DbaxtQF6dvZFnTp1cp2BcfXq1QYToS1ZsgQRERG4cuUKjh07hps3b+pN1AAASgAvebno3SaLiIiIqKTrVEmCl+Oz56NHj8a6dev02ly7dg3379+Hi4uRcioABxugv6/xI7Ta5SU0qwK9+0Tb2Nhg2rRpCA0NRXBwMI4ePYpffvkFO3bsMNheqdAm4i72JuJ7SWhWGQW6DzWgnVRsdCvTh+Ad6ytQ1s1wubnvQSMDw14xPgza1kbCsG52BnehGjVqFEJCQnDy5ElcunQJV65cQefOnfUmMcuiUADDutrCzkiSXr5DD70L0gvy2QIAhIxyL3cxvf4FJCTrP/IjKSkJ58+fx/nz5wFoJ/A6f/487ty5g6SkJEyePBknTpxAREQEDhw4gF69esHPzw+BgYEAtNe6d+nSBWPHjsWpU6dw7NgxTJgwAYMHD9blXEOHDoWdnR1Gjx6Ny5cvY+PGjfjhhx/wwQcf6PoxadIk7NmzB/PmzcO1a9cwY8YMnDlzBhMmTAAASJKE9957D19++SV27NiBixcvYtiwYahQoQJ69+5d6M+loCRRjDcqnjp1Krp27YrKlSsjMTER69evx7fffou9e/eiU6dOeW6fkJAANzc3TB7jg3krwgt003hjlAqgd3sVFs8bgS1BjfDWW2/lO4azszOSkpJgY2ODdevW4ezZswY3F9/YwRcD95seBk5ERERUkiTMaA7NnWB8f0HGF2dlsyboykkhAWP8JXzTUpso2rYYDOc31yLml+ZQPzkPAPjzooxRaws2KZVCAg69bwN/L21WovIfBLceaxG7sjnUj7Xx/7oiY8Sv+Y+vVAAV3YATH9jo7i6jqj0Irr3WIvKPllBHa+Mv2avGzN8LFr9FdQmbpzy74Nq+2iB4tPsFT/55GZnxIXgULaPFmKQCV9MVEnBimTMqlNFm4g4VB8CzyXKM3HoE1x5F4vRHw6BJTSlYcABQKOBRpzFqTZwGAKhRyg2r+r5c8HjFLCtfubrGCS6O1htynZgiUGtYMuLj480arXv48GG88sorBsuHDx+ORYsWoXfv3ggODkZcXBwqVKiAzp0744svvtCb4CsmJgYTJkzAzp07oVAo0K9fP/z4449wdnbWtblw4QLGjx+P06dPo3Tp0pg4caLBKN5Nmzbh008/RUREBKpXr47Zs2ejW7duuvVCCEyfPh1Lly5FXFwc2rRpg4ULFxqd+b6oFGsZ9MmTJxg2bBgePnwINzc31K9f3+wEOrsh3ctj9ZbbiI6TLZJIK5XAu0O1p0hfe+01/G/SBMSmqw1ul5Cb/fv3Q6VSwd7eHv/++y9+/PHHZ/EBVLUHOlc0cpqRiIiIqIQbX1fC4QfAsUfQG9qdF6UE+LsDnzbJfTDlq/UUeOslgcVH858pzuuv1CXQpnSrrcB77QS+P2x+fKUEONoCG0bYmLw9a5axnZQIDhfYeUY263ZagDaBLu8BLHk7l2HSALxKKTBngj0++NHE9OB5+OYde10CnZPC1g5V+g7HrXWLChQbkCAplPDu+VoBt3+OWfu65XyGbteuXa7zNu3dm/d9uj09PbF+/fpc29SvXx9Hjx7Ntc2AAQMwYMAAk+slScLnn3+Ozz//PM8+FZViTaJXrFhhkTjOTjaY/5EL3vifiRsG5tMno5zgU1G7a5ydnfFz6yoYfND4NTOmtGzZ0uQ6GcCS6hKUBR0HRERERPQCs1VIWNNeiaH7NQh6bN4to5QSUNMd2NxZCWcjQ4lzmv6qNtFbfFSGQkKuhRalQrt+dh8FhjYz72rHqZ0UUCqAeQdlKBXItbKrkIBSTsDvo2zgZ2RyL4P2CgkLxtjA3laN34/nHl96+j++XhLWv2+LUi55xx/YwQ4JyQIzVqRDQt77P6vNZyNVGNo59+nJvdp2RVrkIzz4e1ue/dB/EW2/a775MZyrGJ9xnOh58dxdE11QbZva4ZNRJqZpzId+HVUY1Vt/iv5uld0xrGy+T/CY9LG3hKZm/MARERERlVSudhK2Birxbj0Jzk+LpzkPTKWnD5USGFZDwu5XlShn5pBYhULCzB5KrHxDiaaVtcuUimfHc5KkTcwlCejoL+GPt5QY1tL8WypJkoSPOyqxdbQSgf4SFJI2WbZVADYK7f8DQGkn4KP2Chx61wa186hwZ2drI+G7UTZY/o4NWlSXdP23VWrvImPztKvepYEZg5TY9X+2qOBpfvwxPVVYPtUBlb2exc4pa5l3OQlLPnbAm73Nu11SlX4jULn369onOS/ANkahgMLWDrXfnQHPBs3Neo0XjlQEDyoyJWpWq3cGOUJlB3yxNBkScj8jmF3W2ckRPe0x/S1nKIxUiOf7SkjUCGyPNu9sqSlvlwc+rlSIAEREREQlhJ1SwvSmSkxuKLD1lsCqazJuJgDJau3kYd5OwIiaCgzyk+BqV7As4dV6CrxaT4GrjwR+Oy3jbqxAYhrg5gDULCfhteYKVHQveAbSxleBNr4KPIgX2BIi41E8kKbWxm9USUKXWhJs8xi+bYokSejWRIluTZQIeyhj1xkZUQkCag3g5iShTS0F2vhLRo9dzdGlpS0CW9jg+EUNVv+ZgUPn1EjL0K5T2QLtGttgRDc7tGmghJSPociSJKFSt4Fw82+Ah4f+RPTpoxBCBiAB4ukBukIByDKUjk7werkLyrXtCvtSZQv0PoiKWolKogFgdB9HBNS3w3tzEnAtXAOlEtCYmJfh6b9dlPFUYO4HLmjb1PTwFBtJwvIaQO17wDd3tWm0udM9KKE9G/lVVQmjyiFfP0JEREREJZ2jjYTXa0h43cRtqyyhlpeEz3uYX2nOrwpuEia+bL341csr8H4Py+8fSZLQur4NWtfXpgUZmdrjXGOzb+eXS7WacKlWE5kDR+PJsf1IvheOzKREKJRK2Di5wL1OI5Rq3BqK3G53VVIoYN0xwCVmfPGLocQl0QBQ29cGexd54Nj5TKzdmYpj5zORkKxfP7ZXAU1q2eK1Vx0Q2MoOtjZ5/1AoJQmTvYGunsBnEQKH4rUJsgzD6nT273E3T+CLqhKqmrhVAhERERHR88ASyXNOti5uqNiln8XjEhWXEplEA9qzam0a2aFNIzsIIXD/iYzH0drZu0u5SahaQVngoS91nSRsqyPhVqrA71HAmUSBc0lAghqABHjaAE2cgeYuEgaVASqomDwTEREREf1nPWezc1PhlNgkOjtJklCpnBKVyll2iE01BwmfeAP81hIREREREf03/CeSaCIiIiIiomJj7Rm0WdMrUrwEnYiIiIiIiMhMrEQTERERERFZkZAkCCteEy1YiS5SrEQTERERERERmYmVaCIiIiIiImvifaJLFO5uIiIiIiIiIjOxEk1ERERERGRNvE90icJKNBEREREREZGZWIkmIiIiIiKyNlaLSwxWoomIiIiIiIjMxEo0ERERERGRNUkKK18TLawXmwywEk1ERERERERkJlaiiYiIiIiIrEhICgjJevVLIclWi02GWIkmIiIiIiIiMhOTaCIiIiIiIiIzcTg3ERERERGRVSnA+mXJwU+SiIiIiIiIyEysRBMREREREVmTpNTe5spq8a14+ywywEo0ERERERERkZlYiSYiIiIiIrImSWHlSrT1QpMhVqKJiIiIiIiIzMRKNBERERERkRUJSQlhxUq04DXRRYqVaCIiIiIiIiIzlYhKtKpUWzgoa1k+rnszAIBNyy6Qq9S0eHxFeR+LxyQiIiJ6XtnWC4SivGWPqWz8ArSxfbpA6Wn54zWbiq208X27QFnKCvEraeOrKgbCxs3y8W3LavePqkxH2DjXsHx8j+YAgJaVyqCKu7PF45d3drB4zOLB+0SXJJIQQhR3JwoqISEBbm5uiI+Ph6urq1VeQ8gaSAqlVWIXRXwiopLG6r/LQoZkzSF3Vo+vgSRZZ/9YMzbw4v/NfeHjazSQlC9m/1/4fW/13zXr/tvVyAJKBYcTG5OVr1z6owpcnKz325+YLKNur9tWzYvomRJRiY49+Q7SNeEWj6sq3wmuDWYgcdNwaCKvWjy+skwtuAz4xeJxiYhKMkmhRPLPb0C+f83isW0aBMJh0Je4fXMp0tMeWDy+i2s9lPfuh4thfyA5Ncri8Uu5+6J65XZ4cv1zZKbetmhsB/cW8KwyDrFBo6BOCLVobODp39z6MxB73IrxG8xAwo7h0ERZ/m+6rW8XOLf9HMk/Wem72VD73UxeYMX4g79EysevQ3PL8vvHpk1XOEz6Ekmrh0HzyLL9t60dCMeeXyD22Eio463w3anQGa4NZyB+z3CoYyy/b+yqdoFLq8+1v2sPrPDZ1td+d2LOjoE60Qr7p2wnuNWehpkHzyEiLsni8au6O2N6+8YWj1vkODt3iVIikmhNQhgyMy5ZPK6Nq3bIiybyKjQPz1s8PhERFYx8/xo0EcEWj6uooB1KmZ72AKkpdyweX2VfHgCQnBqFxJTHFo/v6FAKAJCZehsZydctGtvWoTIAQJ0QiszY8xaNDQA2LjWsGz/rb3rUVagfWz5+1jBfa3835fvXoAm3XnzNrauQr1o+vuzjr43/6Bo0dy0bX1FO23d1fCjUVvzuqGOuQh1p+fhKj6ef7QPrfnfUiaHIjA+xePysIeIRcUm4Hh1v8fhEz6MSkUQTERERERE9tyQFYMUh9axEFy1e3U5ERERERERkJlaiiYiIiIiIrEhICivfJ/qFnSv6hcRKNBEREREREZGZWIkmIiIiIiKyJknJa6JLEFaiiYiIiIiIiMzESjQREREREZFVKWDd+iWviS5KrEQTERERERERmYmVaCIiIiIiIisSkhLCitdEC14TXaRYiSYiIiIiIiIyEyvRRERERERE1iQptA+rxec10UWJlWgiIiIiIiIiM7ESTUREREREZE2sRJcorEQTERERERERmYmVaCIiIiIiImuSFIAVZ+dmJbposRJNREREREREZCZWoomIiIiIiKxIQAFhxfqlNWOTIe5tIiIiIiIiIjOZXYlOSEgwO6irq2uBOkNERERERFTiSEpeE12CmJ1Eu7u7Q5Iks9pqNJoCd4iIiIiIiIjIUtRqNQ4fPoybN29i6NChcHFxwYMHD+Dq6gpnZ+d8xzM7iT506JDuvyMiIvDJJ59gxIgRCAgIAAAEBQXhl19+waxZs/LdCSIiIiIiIiJLu337Nrp06YI7d+4gPT0dnTp1gouLC7799lukp6dj8eLF+Y5pdhLdtm1b3X9//vnnmD9/PoYMGaJb1rNnT9SrVw9Lly7F8OHD890RIiIiIiKiEklSaB/WjE9GTZo0CU2bNkVISAhKlSqlW96nTx+MHTu2QDELNDt3UFCQ0Yy9adOmGDNmTIE6QkRERC++yDiBC+Eybj+WkakBHOwAf28F6lRVwMnevMvCiIiILOXo0aM4fvw47Ozs9JZXrVoV9+/fL1DMAiXR3t7eWLZsGWbPnq23fPny5fD29i5QR15kj5MELjwSiEwCJAnwcgYalJfg6ciDBSIiKvkSUwS2/KvGyj1q3HyondxGkrQPIQMCgASgdV0FRgXaoEMjJWyUz+ffyHS1wLXHwP14ASGAUk5A3fISnFXPZ3+zS8wUuBALXIwTiMkAlBLg7Qg08JDg7wooFYV7D2mywJV04FIakKABbCXA1w5o6ACUtilc7IfJAn+FC5x/InApSiBFDdgrgVqlJDQsI6FLVQlV3Qr+GrceydgfLCMkXEboPRnpmYCTCqhTRYEG1RTo2lSJMoWIX1SEEEjI1P6bcrYBbAr5mVIR4sRixUaWZaNzdt27dw8uLi4FilmgJPq7775Dv379sHv3brRo0QIAcOrUKYSFhWHLli0F6siLJi5VYH2IjBVnZNyOM97GvwwwpqkC/esp4GzHHzkioqIQnijwz2OB8zHAkzQBCYC3k4SGnkCH8hLKsBqKx5HpeByVgZRUDRwdlChX2g7lyqgKFGtHkBqfrMhAQrL+ciG0D91zAEFXZPx7KQO1vCX8OF6F2lXyP/wwJU3g9HUZsUkCGWrAzRHwLa+AX8WCD2VUawT2XBVYeUJGUISARtZfLwGo7QWMbKlE3wbPX0IdHCOwOEzG1juAWmjvX6qUtPtcLQBAoKw9MNZPwkhfCaXy2f/zqQJLo4HNCUDG089UCUCG9jUAoJG9wJulgL6ugF0+ErvQGIFZpzT4M1z7fVFKWX3WuhojsOW6wKfHgFe8gU+aK9GknPnxT1/XYO4WNY5elqF4emIn++d75Y4GG/7R4H+/ZKJbMwWm9LeFb/n8f5eikgT2XhQIuStw44lAhlrA00lC3UoSWlaT0Ka6BEUBE964DIH1twR239P+riWptcttJKCWG9DWS8IwPwnVXQv3vZRlgcexAvFJ2g/AzVlCWXcJSguf8BIi60Tb8/XviEquzp074/vvv8fSpUsBaL97SUlJmD59Orp161agmAVKort164awsDAsXLgQ165dAwD06NEDb7311nNbiRZCIDVd+8Pp7FDwf7hCCGy/IvDhXxokpufeNjQS+Gi3jDlHZfzUQ4lXfHmtAhGRtZyOEvj6gozDj7VJT/aDcVtJIFMASkmgtzfwv/oK+LgU/oAzOSUTdrYKqFQF+nOaK41GRmpKOlT2trC1LXx8tVpg/7/RWLP5IU4Exxusb9nIDcP6l0fHNqVgY0ZVMUMt8OGSDGz9VwMJz5Kp3GQlL9fvC3T5vzR8McIWwzvZmtX/G/dlrNmvxm+H1Ugx8ve3aXVtlbtrcyXs8lEVvfhA4J3f1Qh9ov3OaIy8EQHgyiPgo+0afLMP+KGfEp388/83/VGqwJqbAv8+EYhO135PS9sD7b0kvFYt/8ltUqbA5xdlLLuh33cZgJzjfTxJA2ZdEvgpVOC7phJ6V5LyPBZK1AhMewysitUeMKqzrctZ0wlJA966D3wfBSypKNDAIffYshD46bzA1ydlyOJZf9U5+p398/jnHnDorgYTG0mY2lwBu1ySu7QMgW9+z8SyPRooFFmvCYMvqvrpd1IjA3+dlrHnbDr+N8gWY7sozTpWfBgn8PUuDbadE1DLgI3iWUxJEjhwVWC+DFT0AN7rpMRrLc1PpjM0AvMvC3x3RSDzaczs3VcL4GIccCVe4KdrAt0qAvOaK+CVx77PKSZBxsYDaqz+MwP3o/R3UPlSEka8aovBHWxRyq1gx7FCo0HMhdN4eGgXkiPCoElPAyQJNg5O8KjfDF6vvAqXqtULFPtFIqCAgPVyAWvGftHNmzcPgYGBqF27NtLS0jB06FCEhYWhdOnS+O233woUs8B/lStVqoSvv/66oJsXCSEEzobJ+GWfGrtOapDx9NdfqQBeqqvAyEBbvNJAYfbwJo0sMHm3BmuChVkHDFnrI5OBAb9p8NFLAh+/rOCZNyIiC1LLAp+HaA8is37On1XgtDKf/rdGANvvArvuyfiqsYTR1fN30JGRocH+gxH47feruHQ5UldpdXS0RY9XfTGgrz/8fD0K/F5SktNxcO95bN98AnfCn+iWu7o7olvPZni1dzOUK5//+Dv3R+KLH24hKiZTl1DkdCokHieC41Ha0xafTaqGHh3LmIyXqRYY91069gdrj+zzO4gwK5n+v5WZyMgExnYznUgnpAhM/Fn7WkoFDKrEWc7dkHEmLAMezsD3b6vQsVHewybXnZHx0TaNNpuF8QQ6S9aqmBTgtTUavNVGYEYXhVkJ0dlogR+vyvjzvrbaqvcW4oEjjwW+vCDQtwrwrr8Ctd3zjvkoVaDXYRk3EvPuexYZQEImMCpI4HR14KuGposKdzMEekYAtzO1z9VGW+nHBoCwdKD9LWBRRYGBJt6HRhYYf1DGpuv5++ZkvccFwQKXojRY21UJeyMnTFLSBd6Yk4GToTIETH9nDPulfcxYl4mw+zK+HWWb6+e7/ZyMDzdqkJb57DXU2V5LiGd9vh8LTP5dgy1nJSwZpkS5PIaO300WGHRYxrX4vP99Zb3G3gfA0Z0yVrRRoFOFvL9DqekC05enYdNBNdSy/siRLA+jBb5dm4E56zLQv50NPh9rD0czR/MIWYMHf2/Hg/07kJkQCygUgJx1NkBAnZyIyJOHERl0EI7e1VC5xxB4NmxhVmyi/KhUqRJCQkKwYcMGXLhwAUlJSRg9ejRee+01ODg4FChmgZPouLg4rFixAlevXgUA1KlTB6NGjYKbm1tBQ1rUpQgZkxal49pdYfBHVyMDRy/JOHwhHeU9JXwz2i7PP7ZCCHy0W4Nfg7W/MPn52c86uzr3qAylBEx+2YrXQxAR/YeoZYER/8r46772d9mcRELz9MD2ozMCj1Jl/K++eYn0lu2h+OGnM0hIyIBCIekdcKakZGLz1lBs3HQNjRuVw1czX0Z5L/PvOynLMtavOoyNvx5BelomcuY1CXEp+P3XI9i49h+0alsbH/5fXzi7mPeHf8m6e/h2YUS21zLVB+3/R8VkYtL0UNx/lI63Xq9ktO3cTZnYHywbPejOrxlrM1HTW4HAyobrnsQJDPwqDbeeXmedWzKU9bc2LhkYMTcdc8bYYcgrpg9zNpyV8f7Wp/XUfLyPrNdZ/K/2/X/xau5/038LlzHxlPbku6nvp4D2RM+W28C2OzJWtVagW0XTiUp8hkDPwzJuJeVIyM2Q1YVFYQJ2SmBGfcPXiVQLdIsAHmTmP35WhfrN+4BKEuhlJFn87Fj+E+jsBIDD94A392uwOlB//wshMO5HbQKdsxqfH+sOa+DuLOF/g42f4Fn1rwZTN8tmj8LIcjpc4NXv1dg5yQblTZxkuJ8i0GWfjMep+YutEdqh3kP+kbH+ZQU65/IdikmQ8drMVFy+lfd+kgUga4DfD6lx8VYK1s9wyLMqrclIx/VlcxAbcipbICPfpqfLUu6F49rCr1C5zzBU7NKvZBacODt3sbKxscHrr79usXgF2ttnzpyBr68vvvvuO8TExCAmJgbz58+Hr68vzp07Z7HOFdSxyxr0mpGGsPum/+hmLXsUKzBibjo2HM79HOu2KwJrg0W+z7bn9O0RGcdu5/dPEhERGTPjvNAl0AUx97LAhvC8f5N/XnwOX3x9HAkJGQC0Q7lz0jzNkEIuPMHQ4Ttx81acWX3QaGR8O2MT1iw/gPQ0bdnPWHIqy9qJroKOXMW7YxYjJjoxz9jrtz/US6DzY/aiCKzb9tBg+bnQRPy8U22RBBoAFBLw3qJ0JCZn6i1PThN47RttAm1uJRF4di325GUZ2HvG+N/2sCcCH24znGQmv5Yck7H7iunO/RYu452TAhphOEzZGLUAMmXg9aMy9tw3vcH/ndcm0OacNMrND9cEDj/WDyKEwHsPtAl0YffQ2/eBe5n68Q/fiMeSi4X/8sgC2HUL+D1HMr7ukAYHQwqXQGdZuEuNk9cM98KRUBlTNxd8FMbDeOD1pWpkGvkANbLAiKPaBLogn6+Adt+M/FfG3WTjAVLTBV6fmYor4fnbT7IMXLutTb5T0kxvKGQNri+djdgLZ/LRcW28O9vW4OH+HeZvR2SGNWvW5PooiAIl0e+//z569uyJiIgIbN26FVu3bkV4eDi6d++O9957r0AdsZSrd2QMn5OOjEzzhu9k/bH9aFkG/j5r/I9tbLIaH/2lgSXOiSkkYPwfGmQU9i8fEdF/3IlIgYWhhTu5KUFbkX6QYjrK+o1XsGxliNkxNRqBhIR0vDVhLyKjUvJsv+THv3Bo3wWz48uywIP7Mfi/91cjNTXDZLuw8BR8Nvem2XGNmTbvJkJv6c8Y9unicFhyQmBZAJFxwKKNl/WWf7sxE9fu5S+BzuntBRmITTJMEiduVue7wmqMQgLe36pBopGE4ly0wMRT+f92Zm0x4piMm4mG2/9zOwHrIwqfQAPa/r99UkZ6tmA7H8Thz8TCJ9ACQLoAPnjwbJlarcb4zREW+/5IAKYckZHw9N9BTEImpv+amftG+YmvAN5bmql30iwpTeDddZpCvQeNDFx5APx0wPBbuDxM4Ex04T5fASBDBt49afxb/uUv6bh0Sy7Qvy2NDFyJkPH5qjSTbe79tQmxF05rp+YvgIhNKxAfeqlA2z7flM9m6LbGAxzpasqkSZP0Hu+88w5GjBiBcePGFTh3LXAl+uOPP4aNzbNhUjY2NpgyZQrOnMnHWScrmL4mAxlqwwk18iSAj1dkQG3kV2tdUBQSMwpe6chOFsC9BGDXNSbRRESF8XmIXOiDcQEgTQMsuGr8NzkuLg3zfzid77gajUBMbCqWrsg9+b514xG2/x6U7/iyRkb4jcf4c9spk23Wbn1o8vpncykUEtZte6R7fuHCBZy5mlSoxNYYWQArtl5DZqY2AUpOE1h/SG1y6Lk5BIAMNfD7P/onyE/eSMK5e+ZfJ5sbWQCxKcDvwYbBFlwr+AtkXdO/xMiQ5x9OPoKlJkuWBfAoDdhx79nrzL/22GLTE2kA/J0EXE/Xxt+5cyfux2dYpEoMaPdTciaw4Xg4AOC3fZFIs1wODVkGbj8ROHj62ZmAdSdkPE4swHFmDgLAD/tkvRMwmRoZcy9ZZueoBXD4ERAcrR8vIVlgw77MQvVfloHfD6gRl2QYRM7MwIP9fxQ8OAAoFHiwb1vhYhBlExsbq/dISkpCaGgo2rRpU+CJxQr0O+nq6oo7d+4YLL97926B77X1zTffQJKkQlWybzyQceyK8TNr4eHhaNCgAQBApVJh+/bt+P3332Frq73WRQB4EgccCDY897r8yGODYWtKpRLTpk3D1atXcfHiRQQHB2PJkiVmXROukIBVZzmkm4iooEKjUhEUaVit6dOnD86cOYPg4GBcvXoVBw4cyPPaOo0A1t4SSDEy3vaPXWHQZPujEhwcjODgYFy+fBlqtVr3fMOGDZg5cyaGDh36LK5GYMeuMCQlma4W79p6Ekql/p/iP//8E+PHjzdoe/78efTp00f3XAiB7ZuCIBvJNJOSM7H5z8fIeVvM/P7t0mgENv/5GEnJ2kR07dq1sMlR7AgPD8fjx4/1Tqy3a9cOQgh89913Jt97TpGxaTh48CAAYOsxNXIW2cPDw3Ht2jXdPl+2bFneQQWw6m+1XiVx1eEnyLHLC/U3HQBWBOl/Bo9TBXbe0/9+hoeH4+rVq1Aqn+3A06dPo23btgbfHUC77a+3BJKyDYe+e/cuDoQnGHzvC3tMsvKmNuDFixdxLjZFr0rfo0cP3T7Pety7dw+pqal5xga0tbFfYrX/vXTpUoMTADY2Nrq+X7p0CefOncO2bdt0x2zmWHH4OgBgze5HBsdrhY2vVABrdmjjCyGw4ohstKri7OyMxMRELF++3Ox+p2cCm88829t/hcUjysjM8wX5XQO0t8BaGab/3dx8KFM30W6W7P+2rly5gnXr1sHR0THX2JkaYPNBwzMW0WePQZOiP3olr2NwA7KM2ItnkB4dmcc7fLEISYKQFFZ8lMDryK2oevXq+OabbzBp0qQCbV+gicUGDRqE0aNHY+7cuWjVqhUA4NixY5g8eTKGDBmS73inT5/GkiVLUL9+/YJ0R2ftAXWuM3cC2h+5HTt2ICwsDG+99ZbuXnWA9ody5V41Aps+2y0PHz7E7WjDA6AVK1bA09MTAQEBiIuLAwD0798fnp6eiI83vHVIdrIAztwTyLT0qXwiov+IA+EJUEB/0iMvLy8sXboUTZo0+X/27js8iupr4Ph3Zje9EnrvvRel2RAQEEVEQVGaYMef2LGLFXuvKEUEpFkoCoj0XpNA6ISETqjpdWfu+8embXY32TRU3vN5nhWzO3vm7uzszD333rmT29Dbvn17h+O8Oyk22HkBeuR7zjQVP8/Z51Apb9++PQB169YlIiIi9293MjMN/lgazV13NndeZ0o6f/2x0yFJB/v55cUXX+Srr77Kfa5jx45Ur16dRYsWOSx79kw8O7dG06mL4+1hfv3jMBmZzucYT89dFosFIzsDz8g0+f2vczz0AGzcuBGbi3G+x44dY8CAAfz6668AjBkzhm3biteDb7FobN26lQ5X2c/FmuZ8bfhdd91FZKTnQ+sVcPycYl2USd/69ufW7E10qieU5pyugMPn4WJiBsHZz/10RLm8ZtzHx4cxY8bk3qs0x2uvveYydpoBc48qRjeyV47Xr1/vclRcaeskOy7Ye0HXrl3rNFHWokWLHPa7kJAQtm3bxquvvlpo3BwGsDbFnoBu2LDBqQFg6tSpBAYGOpS9Z8+eNG3a1KPvWgH7TyZw9OhRYk47Z6CljW+YsCkyDoDj5zM5dtH1cnfddRc7duxg0KBBjBs3jpSUFNcL5qNpsGa/4uHsv9fEJmItcJ/s0hzXbApW5pvWQCnFlD9cN+rl/LY0TWPRokWMGjWKr7/+2mEZXdfzGu0UTF6cyZhbHRPh0ysX4/LHSxF18HzHHDuNuHXLqDOw7CaCEqIgq9XKqVOnil7QhRL1RH/44YcMGjSIESNGUK9ePerVq8eoUaO48847ee+994oVKzk5mXvvvZfvv/+eChVKflsQgGXbjUIT6IoVK7Jy5Uq2bNnCQw895HQAMkxYv8ckK9/Ry9VEaQ0bNmTw4MHcd999uQdkgPnz55OamsrKlSvZvn07UVFRfPHFFy5bC7NM2H/a/fUkQggh3Is4k+o0g3XVqlUxDIOLF/NqueHh4QA0a9aMpUuXEhkZSWRkJA899JDDe3Ug4qLjOeHosQTOxBVdEc4xdepUly3a69afcLl8VEQsmQW7hICFCxdSu3ZtWrdunfvc6NGjmT59Ojab4/IWi87WTQecYkREnXcayl3YuatOnTpERUXxww8/EB4e7tDjresQuTcJpVTu9nT12UePHg3YR6t16dKFpUuXAjBy5EiWL1/OrFmz2LVrF9u2baN+/fpOMZSp2LFjB1k2k4MnXCehBQ0bNozNmzezY8cO1qxZ47Ix3qLDruzJ486dO8fZRMdtWNh2iYmJ4ZlnniEqKopdu3YxY8YMgoODcSXiSN5+t/6scnnN9YQJE3jllVecbqnibt+xaLA5X2fczp07sRbze83/nbVs2ZKYmBin9WQp2Hc6np07dxY6VFzTNGbOnMmKFSuYMmWKx9/tvnQ4fDGJpCTHyfAaNWrE7bffzujRox3KvmLFCubOnUurVq1Yt24dO3bsYM+ePbz00ksuy6WA335zHv5bVHyAp59+mi1btrBjxw6WLFlCnTrO08RfSMjg9OnTRMa4Px6MGTOG9957j7Vr13LXXXcB0Llz59we5N27d/Pwww87vMdUsONo3o6+43SK0wR0hR3XGjVqxOLFi9m6dSuRkZEuR7CcSoOLKfbGheRUg9jThf+2vL298ff359KlS4wcOZKVK1cyf/58du3axdVXX527nAKOn1Uk5NskyjRJjj3kMoF2VQdftWoVn332GRs3buSvv/5yfIMySTy0xynOf1p5Xg+de120cGXhwoUOjwULFvDtt98ybNgwunfvXqKYJeqJ9vb25rPPPmPixIlER9snLWnYsGGRQz9cGTt2LP3796dXr1689dZbhS6bkZFBRkZeK2NiYqLD6wluZiHMMWfOHL7//ntefPHFQpdLTIWK2efIs2fPOr3eoUMHDh06xIULF5xei4+P59ZbbyUlJQVd11mwYAFDhgxhzpw5TsueSyrDC3eEEOL/kVNJmU49Wrt27WL9+vUcPXqUNWvWsHHjRmbNmkVcXBwLFizgtddeY/bs2YC9QpefRYe4Au2aCYkuxlUWk1JwKd51g2lSouvhsDabjZ9++onRo0fz5JNP4uPjw9ChQ3NHfjnGVy7jJCRmOA3lLuzcBdC8eXMeffRR7r//fofnDQMSkmxkZRluh/Bu2LCBRx99lOrVqzNgwADmzZvn0Kt01VVX0a5dO2JjY5k4cSLjx493mVCcO3eOhGT3U1rNmTMntwzz5s2je/fuXHfddWRmZnLNNdcwa9YsWrVq5fAeXSP32s24uDinmIVtl759+zJ69Gi6du1KQkIC3333He+++y6PPvqo07Ln4vO2zQU3u05kZCSrVq3iySef5J133nH7OXMYCi5l5u3oZ8+edcpPivpePXUuOYO4uLhCZxF//fXXCQsLc2hk8eS7tQGxCclO8dq3b8/hw4e5dOmSy/XFxsbSs2dPMjMz8fX1ZePGjfz9999s2bLFadmjR48WO/7QoUNp2rQpXbt2xTRNhg0bxtdff80tt9zitOy5c+eIi89y2cnavHlzateuzbJly7BarTz//PNMmTKFF154gQ8//DD3uBMaGuoU90K+zXLGRb3Q3XHtzJkz/PzzzwwbNowDBw7g5+fH5s2b2bJli9P8RGeT0qkNJCS7vxNNzm+rXr167Nixg7lz5zJs2DA6d+5M+/btOXjwoMv3JSQrqmf/f2aq+0YGd3XwJk2acN111zk1EAJkpRR9BwIhPDFw4ECHvzVNo3Llytx444189NFHJYpZqrkj/P39ad26Na1bty5RAj179mx27tzJxIkTPVp+4sSJhISE5D5q167t8HpRlwL88ccf3HnnndSq5fq+l7lxHGIW7/oCXdd57733iIiIIDw8nE6dOtGuXbsi1yOEEMJzrk5eSinuvPNOunXrxtKlS+nevTt79uyhZcuW+Pr65lZkAeeEw0XioJXRUdptlELOL5MnT+bee+/Fy8uLQYMGsW/fPvbv3+8yuMso7p4vxJEjR1i7dq2rUOha0efDn376iVGjRjF69GimTJni8NqmTZuIjY3N/f+GDRu6jKHreqHn8rvuuov27dvTvn17QkJCaNu2LVu2bCE8PJwvvviCsLAwfH19XcTN/izFPKf36tWLOXPm5A6J/uabb+jdu7fLZfPHLmzCu1deeYVx48YRFhbmURny7+vlee9crYj4AwYMYMyYMdxxxx25E8CB59+txYNZABs0aEB4eDj79+9nypQp+Pn58cMPP7Br1y42b95M3bp13dapdA9m0SsYf+DAgfTq1YsdO3YQHh7Oc88957InGuzbxt0nGDNmDNOnT8c0Tf7880/q169Ps2bNWLVqFa+88gqvvPIK3bt3d+gNz4vr+v9zFHZca9myJbNnzyY8PJyNGzcSFBREixYtnLdNduDCvt+c31alSpWIjY3NHVm6ceNGtwm0PXb+D+N2Mbd18BkzZrhMoK9ECr3cH8I10zQdHoZhcObMGWbNmkX16tWLDuCCxz3RgwYNYtq0aQQHBzNo0KBCl825Jqowx48fZ9y4cSxfvtzlCc+VF154gaeeeir378TERIdEOixQK7Q3+pNPPiEyMpLVq1fTo0cPjh8/7rSMpkFwQN7frjbszp07ady4MWFhYQ7DawCeeuopqlSpQufOncnIyOCjjz5y+/mqhXi7LasQQgj3aof4YNWSXPaaHThwgAMHDjBp0iSWLFnislepIENBrQJtwaGhPqUup6ZBxYp+Ll8LCXHf+Lxv3z4OHz7MrbfeyujRo5k8ebLr+GgEhwY4PR8a4oNuwaE3urBzF9gvr3JFt2gEB1mxWnWCgoKchuTmmD59Ojt37uTgwYMcPnzY4bX09LzeeMMwHCYhy12PrlGtWjVCAk+6jF+Qpmn8+OOPbof45jAVhATYa/c1atRwer2o7ZJfYdehVgvL+54rFbLrHD16lFmzZvHyyy8Xui6wD+cO9c7LTKpXr25PtPIVo7Dy22w2h4nMCqtvVQvxo4ZRw+maXLD3Fk6ePJmBAwdy+rTjvcM9+W69NWgQGuj0fHh4OI0aNSI0NJT4+HiOHDlC+/btGTlyJAMHDuSdd97h/PnztG/fHsMw+OWXX9x+BlfJe1Hxs7KymDhxokeT1FWrVo0aFb1dTlw2fPhwsrKycieH8/f3Z8yYMTz77LMsWLCAXr168c477xAVFeU05LpKvqsDagV7c8rNKMWCx7Vbb72VixcvFjkvA0C1YPu+GRpUdLU/Zzt/8MEH7N692+1xIUdIYN7+6e0X4PZ6aHd18MLiewW6vnRCiH8Dj5ssQkJCcluw8vcGu3p4YseOHZw9e5YOHTpgtVqxWq2sWbOGzz//HKvVWmByATsfHx+Cg4MdHvnd0sXiNONmQZ988glffPEFq1evdmpttOjQu4OONd8FQR07dnSKER0dzS+//MLkyZMdPu+gQYPo2LEjZ86cISMjg6pVqzJ48GCX5fCxQJNqnjUeCCGEcNSumr/TcO4aNWo4DHkODQ2lfv36REVFkZqayt133537WsHh3CbQNsyxG6VO7WDq1Q0ucpRTYZSCG3vUdfla6/b18Pd3n23lTDB29dVXu7wkCMAwTLpf79zz1KVDNafh3IWduxo0aOC2HIah6NzOXgfo0KGD2+VOnz7NCy+8wPjx490uUxgN+znXatFo11Av8vZlCxcuZNiwYbmN6ZqmuTxnGyZc3cReOahQoQI1KjhOhFTYdjly5AhDhgzJvfPIQw895HztZra2DfJ6lm+sVvg4hrfeeothw4a5TOodyq6gR7W8vzt27IitwMXWhZXfNE3q1q1LpUqVABg+fLjL9fjo0LRqMB07dnT6XQUGBvLbb7/x2muvsWHDhkLL604rX6gbEug0nPnw4cMsWLDAqewBAfaGoQoVKnDixAkMw6BJkyZuRwHoGi47eIqK//vvv/Pwww/nzsljtVpd9nRXrehH5cqVaVffucFqwIABHDlyhFq1alG/fn3q169Ply5dGD58OE2aNCE2NpYffviBd955hy5dujiVu1PdfHXOGgFYC+w4hR3XEhMTGTVqVO5rDRs2dJpfqG4ABPvZ93l/X50W9Yr+bd14440cOOA810J+mgZN6+gE5WsL1HSd4CatcHdvvcLq4K5WENqy6AaC/5by7oWWnuj8nnrqKY8fJeFxT/TUqVMBeyvs66+/TuXKlZ0mxiiOnj17snv3bofn7rvvPpo1a8b48eMdWk49NexGK18uLHpIyGeffYZpmqxZs4YePXrkDkMyTLjvJseTa6VKlWhazZeDZ9IdRvuNHj2al19+mS1btmCz2dB1nbVr1zJu3Djmz59PVFQUp06d4u+//3Zav0WDbnU1j4Y2CSGEcNa7oXODbc6tbOrXr09qaipWq5Uff/yRhQsXsn//fr744gtefPFFTNPk66+/dpghOdQb2hcYXatpGkPvasG7H2wucTkDArzo08t5oiUAX19v+t3Wid/mbHS4BVOOOXPm8OmnnzJnzhyXM/1qGtSqU5lWbZ2T9Fv71OfV9zaSlOKYSbs7dy1ZssTtZwgMsNC/pz0Ju+aaa1i/bo3bSTynTZvmNk5RDFPZk4z0RYzuY+Xxr93fGgzsM1U/99xz/Pbbb1itVry9vfnjjz/YsWNH7jKaBo1raFzVNK9y2at1CLPWn3dIRt1tl/Hjx+Pv78+mTfZbie3atcvpemhdgxbVICQgb3TZPfU1Xt+lyHKznS5cuMDnn3/Om2++WehnDPGCgXXy6grXXHMNuuZ8j+LCyv/++++zdetW4uLiXH7PFg26VgKLrttvTVbg9bFjx9K0aVMeeOABHnjgAYfXcibnKowFuDHA/nu64YYbWLTwd4f9Z9SoUbz00ku5Zb906RLnzp3jvffeIz09nZ9++omRI0cSHR2dewu0/HSgbd0wqlWrRrO6fhw4mubwGQqLv3nzZipWrMiqVasA+zFkypQpRERE5JVfh2s72FsyqlXwoklVOBSXNxhgzJgxzJw506FM+/fv5+TJk8yfPx9d18nMzMQwDJ5++mmH5UwFPVvk7Zs9G4TwzTbHuXgKO65FRUXx6aef8uSTT2KxWDh//jz33HNP7jXgFg1uqpm3/2iaxuhbvHnmS+d5GnKuibZarRw9epSHH36Ynj17Oi2XQykYfYuX0xDx6jfeQuKB3W7e5VgHL/TyBE2jSnfXjSZCeMLdRJgFlfQyGU15Mkd+PqZp4uvry549e2jcuHHRbyiGG264gXbt2vHpp596tHxiYiIhISFEz78a38woAEZ+kM6qSNf3ii6MrkHNShobP/FFz05u/eoOoUK3qXw8tB5Pz3aesKI0Zgyx0P/6DoQ+urVM4wohxP8HSS9exaBp21l1xvle0cVl0eDx5hqvttXx6nY3AY/N4OCeCaSlHiM5OZNe/WaTkWl4NFt0frquMWxoC54alzejbWhYZ+o2fIjNuyaTlBrHyePnuW+I5/dSLuh/zw7g1kGdc/+uWrEFbRoP5GTkGN54fxmTZ58s9vkwP4sOo++qyQuP1SegUi8StHto0qRJyQMWona1AGJPJnLhr2tJigunw6NpJKSWPu67Y7wY3tMr95y++rWW9Hhjb+kD5/PpIAv3jRhK8G0/kfTCVRix4YzdYjAntuT7p0WDx5ppTGhrT7K8ut1NwP9mcFvTCvxxKL7U+31+M7rrDBwylIDHZ3Bt5SA2nU/G/fRuxaMBkY2hwcB7WN9zBH379i2jyHm+Gd2Vhydv5P2xDXj+6xiXtwErjT++7MvNY5dwYdbVTPl9B8/NK5tblAb5wq43rIS2upvQfj8R/0InWn2+g1OpLqdpKJFN/XVa9xtKwNgZnF19LYlnI2g3KpkUz27z7Za/D0T8GIi/r4ZfzcGEdZrMfb+u5cDZi2wffx9ZifElD65bqNSxO00eeAaAJhVDmDroutIV+B+Uk6/sWDWAwEA398YuA8nJWXTssZCEhAS3dxEQZafY/f66rtO4ceNSzwJZXt4c6U2wP0UO685Pw778F4965ybQ+Q25qiJVAgqfKMRTFg2aVoLejaQXWgghSuO1tqUfuqZj7+37XzPXx+TAQG9ee/maYifQFotGndrB3D+6baHL1axdiVEP9SpecOwJetsO9el7q/Pw5Rz3DKyObtFKPBxd0+zruWdg3njixo0bc32HkGKdYz1d1wN3Ns+dHMrXW2PUTdZSnXd1DYL8YVB3x0F3besGcENjrUw+g65BzRC4va1zQf/XTMdaggnewL5fBlrhfhd1hSc6V3PqiS4piwYNA6FPvulfnmlercwSaAtwRwjUyb6uu3fv3jSp7FvobbSKQwcq+cGgq+2jMQb3qEywf9lN3GrRoUUdjS5tquQ+N+RqnQaVi1fPdOf5/jp++a55t+gaL7XRyiSBtmgwsA40C3HcGn4+GqP7e5fqMhVNg5E3e+Pv6xxEs1io1c/1pYyeU9S4aWApYwhRvkp0CHj33Xd59tlniYqKKtPCrF692uNeaHfqVNGZ/aIvQR4m0roGVitMesKbq5q6HkIe6GvhywGWMjtpfTPQKkO5hRCilFpV0HihdemOpSbwRWedCj7u4/Tr04Dnn7Vfy+hJxdOia1SvHsg3X9xEcFDRk5MNHXkDd95zjadFRtM0mjavxYT3huHl5f6qrDo1ffn0taYl79JS8OmEptSt5Xjp1tsP1y9VBbwgiw71q2ncP6iZw/NPDPKiS3O9RMmKhv2yzGlP+xDgoqL/ye0WvC2lT7ZMBV8OtuDn5RypWYjGj9fo9lmvixFTB6w6zL5Op1aA8zs71Qjk0SZamVz9aCr4rrOONV+d5Maqwdwbak+AS0MHgi3wXr5runVd55vB9cusPmUCn/XQ8fO2/w4C/S28P8a7THuiP33I22G4p6+XxpfDLKBKvv9YdOjSUOO+7s7f4t31NXpVp1QNDToQ5AUfdHK9lzw91Jtr21rcXbpceGwdure28Ny97ifHrXbjLVTu5n4oeFEajRxHYN1GJX7/v5XMzv3P2r59O8899xx33303gwYNcniURIm29ogRI9i6dStt27bFz8+PsLAwh8c/rVU9nSVv+XJtKz23l7mgnOda19f45RUfbupY+OXhNzbUefqa0u+c7/bVaVNNEmghhCgLT7XQuK8Eda2co/D7HTVurlX0Mfnuwc359MOe1K5lHyJncVHD1XUNi0Xjpt71mTn1VqpXc56N2GVZNI0H/9ePJ54fSFjFoNxYrgrt7W3ltsFd+OCrMQQEFj05Zb8elXj/pcboumcNAPby2CvK77/UmH49Kjm93qSOP+OHlN2QRKXg80e98fVxPA97WzUmP+VDx8ZFT4SUX07j+PdPeNOluetUsGaoxvdDLfZbd5Wi7C/30enewH3doE8NjdnX6fhYPEuKLJo9+VnQQ6dLZfdveKmVRoew0iVaAG+21ehY0TnIxGrQ3KfkiXTOFEfTakHFAjNldawdyPNXl74+pQGjWmj0recY69bOFgZfaymThp4X77LSqq5zWTvU1flmpH0dxe0TsWjQpCpMG2Nx+TvXNI1J3XQaBZfs+9U18LbAnOt1KrloQAKwWjS+H+/HdW2Lt500zZ5A//CCH14FZ0BzWE6j0fDHqHpd37w3FllwHXSdRqPGUaVrD88LJYQHZs+eTbdu3di3bx+//fYbWVlZ7Nmzh5UrV3o8KXZBHk8sll9pe4svhzpVdGY+78vROJMZK238vtEgPllhmBDsD73aWxjZ24vW9T0/kD9/vf1E/sE60+XEHu7kHATf7atzX8fStu0KIYTIoWkaH3XSaRSkeD1SYaiir0HNSVS+uFrnltqe1yBvuK4O119bm+07zzB77j52RsSRnJyJt5eFihV9GXBLY24f0MTtLa2KcvNtV9Gnfwe2bjrIgnmbOHzwNKmpGfh4e1G5Wgj9b7uKXje3JyCgeHd2uOPmqlSr4sObnx3h4JFULAVufZUj5/nG9f15ZVwDuncKdRvzkVutHDlt8vPqkg/81bL/8/lYb9o3cn1uDPbXmP2iD69Nz+Tn1Qam6f7ca9HtE4TWr6bxycPedGxc+Pn2pmY604bBg7MNMg08vnbcotl7QF/tqzP22qLP6b1raGzoq/P9IcVPRxQpNnuMnP005/9DvOC+Rhr3N9ao6V/4fuln1Zh/nc5d60y2XijeYAMLYAAT2miMbeq6DhRs0VhYTzHoKESmFz++twYz6sD1ga4/x9MdNZIzNb6IUGiUbLDE4CYa71/nuvwfjvEiLUOxeGvxr13OKc8TA608fLP7avKAdjph/jB2hsG5pKLrhDn1xgHtNd4bbCHYz/13XMFHY0kvnZHrTdbFeV52XYMqvjDjWp2OlQrfhwL8NKa97MdnczOZsjiThBRc1m1zngv2h/tu8eaJId6FJtA5NIuFBvc+QnCj5pz86zdST8TaE2WzwHei66AUFVp1pFa/wQQ1bOYy3pVAKR2lyq+3uDxj/9e98847fPLJJ4wdO5agoCA+++wz6tevz0MPPVT+94nOb+TIkSVa2T+hblWdl4Z689LQ0sfSNI3x11voXlfjsYUGJxJdH3By5JwYG1W0D+GWHmghhCh7mqbxaDONm2ooPtlrMu8oZJnkXo+qsCc9prInzyMbaoxrrrntpSlqXVd1rM5VHUt20i2KxWqh67XN6Xpt8zKN271TKEumtydiTxI//XqaxX+fx5avtcFq0bilVyWGD6pOu5ZBRc5Wqmka7z/gTYWgLL5eZHNZNy6MRQdvK3z2qDf9OxdeFfHx0nh3jA/PDlbMXm1jyrIszlxyjnfz1RZG9bbSuZnu8WyrfZrrrH9C44lfDNYdUbmJuLsyGybUqwhfDbbQobbnFdYGQRoTO2i83Ebxy1HFxnMQn2lPIEO9NXpUg9tqa/gUo+sxxFtjcQ+dz/YrJu6xf5eFNSDp2H8H1f3h26t1ulcpfF1hVo3lDRSfnIP3ztmfK6zJJCc57+oPX9WEut7u42uaxmtddZpXVDy31iTN5tkEbBbN/j1M6KLzQBsN3c337GXV+OYxb9ovsfHuXBum8qyRxKJDgC+8N9qL27oUXUW+ponOuhc0Pv/bZPoGk8T07JGOyn7c0TX7ehXQvg6M623hplae7TcVfDQW3Kgz9bDirUjFpUzHxpccOdF0DUY2glfb6QS7uLzAFatF4+mhPjx2pzd/bLQxZXEmEYccN1Trhjqjb/GmfzcrvoV8p65omkblLj2o1PkGkmMPcWbVHyQdOYAtNQXNYsEaEEhY285Uva4PvhWrFB1QiBKKjo6mf//+AHh7e5OSkoKmaTz55JPceOONvP7668WOWaIkOqcwU6dOJTo6ms8++4wqVaqwZMkS6tSpQ8uWLUsa9j/hmno6W8dqLN6vmLLdZPtJ5XTfRm8LdK+rMaaTTu9GcjsrIYQob42CNb7qYuHtDorN5yDioiIu3V7JrB0A7cM0rq5k78X7/0jTNNq3CqZ9q2Amjm9MfGIWKakGAf4WQoO98PEpXi+Grmu8dI83N7az8MQ3mZw4X3gSCnmJaNcWOh8/5E3NSp6vs2KwxtgBXjx8i5WDJxTxKYrMLAgJgNqVdSoGl+x7rV1BY/4YCzuOK6ZsNll1UHGhwKzgAd7QtZ7GqC46PZuU/JweYNUY0VBjRMMSvd2JVdd4uoXGnXUUU48ofoxWxGe5XrZ5CDzUWOOOOhr+Hv4GvDSN56rA3aGKHy/B9EtwzkUm7a1B70B4MAyuC/DsljGapnFXU43raml8vtNkxj5Fqs3e+GWovN5pqw42E7x1e+/zEx11GoQUHd+iazzS34ve7S18ucjGbxsNsgywWsBm5JTBnpjaTHvyfO8NFsbe6kVlD+LnCPbTePlWC8/01Vl/SBF5THHknCLLgFB/jVY14eoGOs2ql6zRbnRjjWENFIuOK5afgm0XFCdT7A0iFbyhQ0XoXkXj7volaxgEe0PVoOu9GHS9F4ahSEwFFAQHuL50pSSfI6h+E4Lql8/M/v8VJjpmOV63XJ6x/+sqVKhAUlISADVr1iQqKorWrVsTHx9PamrJbgNRoiR6zZo19OvXj+7du7N27VrefvttqlSpQmRkJJMnT2b+/PklKsx/ibdFY1BLjUEtdTINxf5zcD7F3qpcLUijcSUcJuoQQghxeYR6a/StCX1ryjHYHR8fnaqVi570zBNdW1hY/4kvy3caTF1mY9sBkywXiVaAL/S/2sLIm6y0a1jyS5ssukbzOmX73WqaRqc6Gp3q2CuhZxIVpxIUCqgYoFG3QsnvJXo51A3UmNBG49XWiphk2BWvuJRhTxBrB2i0rQAVC5k8ryh1vDVeqQovV1GctkFUOiSa4AU09IGmPvaEuySqB2hMvNbCy10Uq48rIs4p9l9UpGSBrwWahGm0q6xxQy2N0BIkiY1q6Hz6kDev3qNYt8cg8ogi+rRJehYE+ECz2jpt6+tc20rHvxTbyNdLo1cLjV4tShzCLW+Lxh31NO6oV/axC7JYNCoElf96hLgcoqKiaNWqFddddx3Lly+ndevWDB48mHHjxrFy5UqWL19e6P3QC1OiJPr555/nrbfe4qmnniIoKO+XduONN/Lll1+WqCD/Zd4WjTbVoOxuqiCEEEL8d3hZNW6+2srNV1vJsikOnFAcjTPJstnvJ9u0tk6dKtq/OhHNr1qwRrUS9mz/k3RNo2EQNAwqn7JrmkYNL6hRDre6DfDS6N9Ao3+Dso8NEBakcVsXK7d1KZ/4QhSlvGfQltm5nbVp04arrrqKgQMHMniw/dZrL730El5eXmzcuJE77riDl19+uUSxS5RE7969m1mzZjk9X6VKFc6fP1+iggghhBDiv8/LqtGqnkarelKhE0II8c9Zs2YNU6dOZeLEibz99tvccccd3H///Tz//POljl2iM1xoaCinT592ej48PJyaNWuWulBCCCGEEEIIcaVQaOV8n+j/3uiZ8nbttdcyZcoUTp8+zRdffEFsbCzXX389TZo04b333uPMmTMljl2iJPruu+9m/PjxnDlzBk3TME2TDRs28MwzzzBixIgSF0YIIYQQQgghhCgrAQEB3HfffaxZs4aDBw8yePBgvvrqK+rUqcOAAQNKFLNESfQ777xD8+bNqVOnDsnJybRo0YLrrruObt26lXhcuRBCCCGEEEJcicq3F7p8r7e+kjRq1IgXX3yRl19+maCgIP74448SxSnWNdGmafLBBx+wcOFCMjMzGT58OHfccQfJycm0b9+exo0bl6gQQgghhBBCCCFEeVm7di1Tpkzhl19+Qdd1hgwZwpgxY0oUq1hJ9Ntvv82ECRPo1asXfn5+zJo1C6UUU6ZMKdHKhRBCCCGEEOJKJ/eJ/mecOnWKadOmMW3aNA4fPky3bt34/PPPGTJkCAEBASWOW6wkevr06Xz99dc89NBDAPz999/079+fH374AV2XL04IIYQQQgghxD+vX79+/P3331SqVIkRI0YwevRomjZtWiaxi5VEHzt2jJtvvjn37169eqFpGqdOnaJWrVplUiAhhBBCCCGEEKI0vLy8mD9/PrfccgsWi6VMYxcribbZbPj6+joVLisrq0wLJYQQQgghhBBXivKe/EsmFnO2cOHCcotdrCRaKcWoUaPw8fHJfS49PZ2HH37YYUz5r7/+WnYlFEIIIYQQQggh/iWKlUSPHDnS6blhw4aVWWGEEEIIIYQQ4kojPdFXlmIl0VOnTi2vcgghhBBCCCGEEP96xUqihRBCCCGEEEIUj/REX1lkawshhBBCCCGEEB6SnmghhBBCCCGEKEdK6ShVjj3R5RhbOJOtLYQQQgghhBBCeEh6ooUQQgghhBCiHJnomOXYf1mesYUz2dpCCCGEEEIIIYSHpCdaCCGEEEIIIcqRzM59ZZGtLYQQQgghhBBCeEiSaCGEEEIIIYQoV1pub3R5PEArVmnWrl3LrbfeSo0aNdA0jd9//93hdaUUr776KtWrV8fPz49evXpx6NAhh2UuXrzIvffeS3BwMKGhoYwZM4bk5GSHZXbt2sW1116Lr68vtWvX5v3333cqy7x582jWrBm+vr60bt2aP//8s9hludwkiRZCCCGEEEKI/0dSUlJo27YtX331lcvX33//fT7//HO+/fZbtmzZQkBAAH369CE9PT13mXvvvZc9e/awfPlyFi9ezNq1a3nwwQdzX09MTOSmm26ibt267Nixgw8++IAJEyYwadKk3GU2btzI0KFDGTNmDOHh4QwcOJCBAwcSFRVVrLJcbnJNtBBCCCGEEEKUo3/bNdH9+vWjX79+rmMpxaeffsrLL7/MbbfdBsD06dOpWrUqv//+O3fffTf79u1j6dKlbNu2jU6dOgHwxRdfcPPNN/Phhx9So0YNZs6cSWZmJlOmTMHb25uWLVsSERHBxx9/nJtsf/bZZ/Tt25dnn30WgDfffJPly5fz5Zdf8u2333pUln+C9EQLIYQQQgghxBUgMTHR4ZGRkVHsGDExMZw5c4ZevXrlPhcSEkLnzp3ZtGkTAJs2bSI0NDQ3gQbo1asXuq6zZcuW3GWuu+46vL29c5fp06cPBw4c4NKlS7nL5F9PzjI56/GkLP+EK6In2rvajfhpLco8rlelLvZ/G/fFUqlpmcfXK9Qv85hCCPH/gbVtH/QaZX9ctjTpCkBQcGt8fKuXeXz/gEYAVAxtiL9fxTKPHxpYCwC/0M54+dUp09g+Qa3s/1bvjTWoSZnGBvCq3CUvfnA5xM85pzfsi6Vi2e871lrd7P+2K6d9s2nXyxP/mn6Y9ZuVffx29u3j1aIPetWyLb+1gb3sPjVuKp99p7I9vne9vlgqlP2296qRve+0KafvtnH29qnSG2tgOWyfsM4AdKlVmbqhgWUev3qgX5nH/Cdcrp7o2rVrOzz/2muvMWHChGLFOnPmDABVq1Z1eL5q1aq5r505c4YqVao4vG61WgkLC3NYpn79+k4xcl6rUKECZ86cKXI9RZXln3BFJNHBrV8gODi4XGIr0yCg9xvlEjsnvqZbyi2+EEJcaZRh4HfXW+UX3zSoXvuO8ouvTBrXuaEc4xuE1X2w6AVLGDu4zYRyiQ32bR/ctnzjB15fvuf08t43/e4ux/iGgd+48o3vP+DN8oltGgS3m1AusXPiB3X7D+87yiSkxavlFt8wFQ9d3bzc4gvPHT9+3CEv8vHx+QdLc+W6IpLok0e+55zXpTKPGxjchqq1h5Dw10hsl/aVeXxrheaE3PRjmccVQogrmWaxkPrMMMwjZX9ctlzbD78n3+LS2vuwJewv8/g+NfsQ3GECuw4tJCXtfJnHrxTakMZ1rufsoTfJSjtaprH9QjsTVucBLkQ8gC35YJnGBvCp3IvQpq+QsGQktotl/9161+tLUPc3SPl4OOaJsv9urR364DfsLVK+Go55qhzit+mD311vkfJZOZW/fR/87nmL1NeHY8SWQ52nS1/8HnqL1P/di3mobONbevTDb/zbxK8on/qaT52+BF39Bom/j8Q4X/bxvRr2JbDHG6T8MALjdNl/t16t+uB3+5uciv6CjPSTZR4/MLgdlWvfzesrdxIbn1z0G4qpXmggr93YoczjXm4mOmY59kTnxA4ODi5152K1atUAiIuLo3r1vFFZcXFxtGvXLneZs2fPOrzPZrNx8eLF3PdXq1aNuLg4h2Vy/i5qmfyvF1WWf8IVkURnZJzBzDpd5nG9s4fy2S7tw3YuoszjCyGEKBnzyD7MveFlHldvYB/GakvYj+1iRJnHt4bYh1KmpJ0nKTWuiKWLLyB7iHhW2lEyU8r29h85w8NtyQfJSows09gA1oDG9vgXy+ecmzMM1zyxH+NIOew7NbPjn9qPEVsO8WvkK39M+ZXfiN2HebDs45t1s8t/aB9mVNnG1xtl/24v7cN2PqJMYwNYQrO3zfl92M6UQ/zsywuM0/sxjpXDd1vNHj8j/SQZqbFlHt/btwYAsfHJHLyQUObxxeVXv359qlWrxooVK3IT1cTERLZs2cIjjzwCQNeuXYmPj2fHjh107NgRgJUrV2KaJp07d85d5qWXXiIrKwsvLy8Ali9fTtOmTalQoULuMitWrOCJJ57IXf/y5cvp2rWrx2X5J8jEYkIIIYQQQghRjsrzHtElud46OTmZiIgIIiIiAPsEXhERERw7dgxN03jiiSd46623WLhwIbt372bEiBHUqFGDgQMHAtC8eXP69u3LAw88wNatW9mwYQOPPfYYd999NzVq2BtW7rnnHry9vRkzZgx79uxhzpw5fPbZZzz11FO55Rg3bhxLly7lo48+Yv/+/UyYMIHt27fz2GOPAXhUln/CFdETLYQQQgghhBDCM9u3b6dHjx65f+cktiNHjmTatGk899xzpKSk8OCDDxIfH88111zD0qVL8fX1zX3PzJkzeeyxx+jZsye6rnPHHXfw+eef574eEhLCX3/9xdixY+nYsSOVKlXi1VdfdbiXdLdu3Zg1axYvv/wyL774Io0bN+b333+nVatWuct4UpbLTZJoIYQQQgghhChHCh2l/j33ib7hhhtQSrl9XdM03njjDd54w/2EemFhYcyaNavQ9bRp04Z169YVuszgwYMZPHhwqcpyuclwbiGEEEIIIYQQwkPSEy2EEEIIIYQQ5ehy3SdaXB6ytYUQQgghhBBCCA9JT7QQQgghhBBClKPLdZ9ocXnI1hZCCCGEEEIIITwkPdFCCCGEEEIIUY7kmugri2xtIYQQQgghhBDCQ9ITLYQQQgghhBDlSKGVc0+0Vm6xhTPpiRZCCCGEEEIIITwkSbQQQgghhBBCCOEhGc4thBBCCCGEEOXIPpy7/IZcy3Duy0t6ooUQQgghhBBCCA9JT7QQQgghhBBClCO5xdWVRba2EEIIIYQQQgjhIemJFkIIIYQQQohypJSGUuV4TXQ5xhbOpCdaCCGEEEIIIYTwkPRECyGEEEIIIUQ5ktm5ryzSEy2EEEIIIYQQQnhIeqKFEEIIIYQQohzJ7NxXlv83SbRhmCQlZaFQBAZ642WVHU0IIcS/j2EzOH70HDHRcaSlZeJltVCjdkUaNqmOr693ieMqpdi1L4mVGy6ya18SB4+kkpFp4uOt07i+P22aB3Fj9zDatghC0/5/DwtMtSniMkApqOgDIV7/re2RYSiSbGDRIMQL9DL8PpVSnMuCJAOsGtTwBi/9v7V9hBCitK7oJPpMXCrzFxxm4+ZTHDgUT0aGAYDFotGoQQhXd6zGHbc1pFHD0H+2oEIIIf7fO7T/JAt/2czq5ZFkZticXtc0jTYd6nPbnV3pck0zLFaLx7H/WnOez6YcZd+hFCwWME17gpjjzLkMNmyP58tpx2jWKIBxY+rS5/pKZfGxyoxSik3RiuV7FTuPKmLOKwwDQvyhQx2NTvU1bu+gE+JXsoTuQJJiaqzi7zjFkRTIt3mo4QvXVoKR9XS6hFHiRoYzaYoNcYqISxCXBhpQwx/ahWl0rwKVfEuejEZcUkyPUWw4rzicBGb28/4WaFsBelfTGF5Po5JP8deRZSr+vASzziq2JsGlfLunlwYt/BW3VtQYUQWqeP87E+oTFxV/hJtEHlXsO6nIyIJAX2hdW6NdPZ1bOmhUCCh52U8lKJYdMNl1SnH4nCLTgAr+Gm2qa3Sqo9GjkYaX5d+5bS6HlBMxJB7cQ/KxaLKSEtA0HZ+KlQms24jQFu3wDq34Txex3Mk10VeWKzKJTkjM4P1PdrBoSQygYZrK4XXDUBw4FM/hIwn8NHs/XTtXY8ILnalZI7DY6zJNxfqDiq1HFAlpoGv2E/p1TTU61tP+37fmCyHElWb3UZMZqwz2nTCJTwFvK1QKhj7tLdzZ3UJQMZO4pMQ0vv54ESuXRWCx6BiG6XI5pRS7w2OI3HGE+o2qMf61IdRvVK3Q2JcSsnjlg0P8ufI8Oacjw3AV235uBDgQncIjL+ylX49KvPlsY8JCvYr1eQDikxTnLpmkZUBQAFSrqONXguQtx7IokzcWGkSfA6sOtnyb6EIKHL2g+GWH4tXfTe7prPFifwvBHn4PZ9IVT0WYLImz99waynmZU+kw/yTMOWHSJgS+aq/TKsTzzxN5UfFhlMmfJ+zJrVXLS9I1wKYUVg0G1oFnWuk0LUbs/YmKx3eYbLtoj2srUP5UAzadhy3nFe/sUdzfUOPllhoBVs/WseSi4sloxZkssAAFd58sBZEpsDtFMfEYPFxd8XIdDb9/ScIYHad481eDv3bbUwxNg/w/sX0nFT9vNHhpDgzuovHCbRYqBXle9kPnFG/9ZbDsgEIpsOTbPzUUa6MVNhMqBcDD3XQe7qbj7eG2L2j3BcXy44qL6QqbghBvaF9Jo3dtDcu/dDTAxYjNHP9jLilHD4OmoWk6yrTvRZrFwhnDAE0jrF0Xat86lIBa9f7ZAgvhoSsuid4ZcZYnxq8lPiET0wTHtmRHORWGrdvjuO2uxbzxchdu7lPPo/XEpyrmbjGZvMbk6AX7ST2ngmIqeP8PaFYd7r/ewu2dNAJKUXkQQgjhuUylWJgEK1PgomFPjCpZYEAQ9PAv2dBW01T8vtnk++U2ImMUFt2xIq4B6/bYeHOujSHdLTzQx0LDakVfNnTk8GleeHwKiQmpAG4T6PzlADgac5axo77kyRcG0bt/B5fLxp3L4O6xkZw4lQ449jwXJme5v9acZ8/BZGZ/3ZZqlX2KfJ9pKtaG2/hxcSYrttkc1ufnA0N6ezP8Zm+a1vW8Bz0lQ/HsPINfd6jcc6zNxSbK2WyZNpi+UfHnLhvfjLDQvVHh38FfcYox203SsjNDVwl07jqyX9uTCDesMXmrpcbDDQuPn2UqJu5SfLbXXv6cohdMdHOe++0Y/H7M5MU2GuNaaEXuq5MOm7y0S+XWdFzFzWFir59MOqz445RiVrfCGwKyTMUT0YqZ5/JmoXXR/uIQH+Cb0/DHRcXc5tDE3/PfmqlgZQZMToF9WZCiwF+DBlYYFQA3+9p7vT2llGLKapPXfzExlX2/VuBULczZn7IMmLNJ8We4jU9HWOjTtvDvVinFtxtN3vrLzN22+ePlrCrn7/Mp8PZyk/mRJpOGWGlW1bMPk25TLIxRfL/XZMc5+/EsJ19Wyt4AU80f7m+hM6yJRpVibPP8DMNkzYbTrFx7kviETABCQ7y54Zoa3HBNDazFvAzSlpJM9IyvubBjfV4FWSmUytuLVE6LnlJcjNzCxcgt1Ln1Hmr2uxNNvwIvuyzn+0Qj94m+rK6oJHrrjjgefnwlNsPMTqA9YxgKwzB47pUNpKXbuOO2RoUuvzPWZOjXBonp5B6MXZ3UD5yBZ2YbfLQU5o610ria7NxCCFFeLhqKLy/ClHi4ZOb1mmnY/39aAtT1godCFfeHgo+HPTfpmYpx32exaJuZW3ktmOuq3GVh5hqDuRsMfnjMixvbuE8Yj8bE8cwj35OWmuE0YqooZnYBPnxrPoBTIp2cksk9j+3ixOl0p7J6yjDh5Jl07nlsFwumtCegkNHdO/bZeOyDVE7E2RsYCibsaRkw489MflycSfe2Fr541p/KFQqvJKdkKO761sbOo/a/PW0EMBWcT4a7vjGYOhp6t3S9nj9PK0Zsy06wPAsN5CXTL0QpUgyTp5u4jp9pKIavM1l+ynXyVljsNyIVBxIUX3XR3fYwfrzf5M09xdtvwJ7snkqDfqtN/rxep3Woc3ybUow8oFhyKe89xYl/PANuilL81aroRFope+L8STKcMJx7u48b9uS6sg6PBMITgfZEsvCYincWmHy5rHg7v2FCQirc963BpyNhSBfX361Sihf+MJiypXjbXwGHzsHNk2z8OtpCu5qF/wZOJCvuWGJwKCEvcTaUc2PPmVR4Z7vJR+EwvbdOz1qeJ6ApqVnMmHOIWfMOcfZ8OhaLhmnYG2YsFo1fFsZQqaIv99zZiBF3NyEgoOiRKVlJiUR9+AJpcSezP7gH2ym74n5swQxSz5yg8X3j0HTPG9yEuNyumGaes+dS+d/Tq7HZipdAFzThnS1E7j7v9vWNh0wGfmaQlJ6vVdONnGPG2UTo95GNfaeKf7ITQghRtCOZihuOwqcX7Qk05FXEFZBzCeexLHjpHAw8AfGFdTtmy7Ip7vs8iz+224N6kusaJmRmwYhPsvg7wnXfXUZGFq8/P7NECXRBn0z8laMxcQ7PvfXxVo6eTHM5dLs4DAOOnUxj4pdH3C7z99YsBj+fwqlz9s/hLmnPeX7zboNbnkzm2JnCT9bjZhnsPOrZNi/IVPb1jZlqcDDOOUB0suK+7cVPoAt6a59i2RnXEZ7Ymi+BLoG5sfB6pOt3Lz2tSpRA5zAUpBkweINJQpZznPeO2xPokq7BAJJsMGSfIq2Q35lNwf/i4ekEewKd896CsQDOmfBmItxzEdKKKNhP64ufQOdQ2Y8nphtsPOg6xlcbzGIn0DkMBWlZMHiaQVyS+xjHkhS9FhgcSbT/XdTvwAQyDLhrmcmiGM8++7nzaQx7YCWff7ebs+ftI1YMI29kQ86IzfMX0vny+yjueWAFZ8+lFRpTGQb7vnjdnkCXsEJ+fstqjv0+o0Tv/TfLmZ27PB/i8rkitrZSilff3kJ6hlGik21+mqbx/Gsbcichy+/QGcWI7wxsRvFO6oYJaZlw11c24hIkkRZCiLJ02qa4+RicyCp8uCnkVZC3pMGdJyC9iIP5q7OyWLvHLPa5JSc5e/CrLPafcK5ITp20iFPHz5c6gQb7et6fMA8zu8K6du1aZsw/UKoG5fxME2YvOMOmbbFOr+3YZ+PBt1Pt50UP12eYEHdRcc/LKVxKdP2mBeEmi3epUp3TFfaE5bEZNmz5EjlTKR7eaWKUMoEGeyXqf+HOieifJxQ/x5QuvgK+3KfYdNYxyqV0G//bbpa6AmcoOJ8BL0U6fgcRF1L56ETpt40BHMuAt465jqQUPBcPM1I9j6mAv9JhzEX3Q++PX1C8Nq/0O78GPP6jQWqG44oOnFW8s7x08Q0FyZnw5O8GykUvbWKmYtASgwvphV9iUJCJfbvev8pk+9nC35iUnMmoR1dx6EiCR79d04TomERGPrKKxKRMt8ud/Os3kmMPlTiBzo2z7FeSoveXKoYQ5emKSKIjd59i/cZTuS1mpWGaiuMnkrMnJXP00RKDtKyStYobJlxIhm9XlVGtRgghBAD3n4KzRtEJdH4GsCMd3nA/8IhTFxXTV5keDyMuSCn7dZZf/uE403ZCQgKzp/9V4rgFmYbJ4YOn2LHlEAAffvghljKe1Mliga8nb3B4TinFU5/Ye7uL+1kMA07EmXz6c4bza6ZiwgKjTOaZNUzYdQIW5+vR/Ts2ke2XipecuGMCFzJhckxeMMNUPFsGSS7YLyV9drvpkGhNCj/LxcziDbF2x1Aw8ygcSc6L/074qTKb49cEvj0NZzOdN/af6TA5tfjJupn93mluku/3FxlklXIEBtjreqcuwbQ1jlv69WVGmfx2DRP+PqjYEOMc7Mf9ipjEku2jOY1Hr28tfCO88f4Ojh5LLlbd2TDsdeQJE7e7fD09KYHjC2cVp7juaRpHZk8qm1j/GtpleIjL5YpIoufOj3CqMMTExLB//37Cw8PZv38/48ePB+D6668nPDy80HiaBjNm73c4aZ1LVCyKUE7D1G6//Xa2b99OeHg4+/btY8WKFW5n5DZMmLHBJM3FyUQIIUTx7clQrE9zTqBnzJjB22+/7fDc4sWLefrpp3P/NoGp8ZDspmV0xmqbQ5Xk1ltvJTw83OFx4sQJ0tLcD280TFi41eRCYt46pk+fTlZWlsNyMTEx7Nu3D4sl7xrAbdu2cf311zN16lTGjRvndh0AukVjwbxNxJ05z+LFix0qxjExMcTFxWG15k2DcsMNN6CU4pNPPik0bu7nMGD5qoMcP34897nNUQZHTub10udskz179mCz2XL/nj17tuuYJsz+K5PUdMft/3dkAqcTHJMrd+d0T+gaTF6ft4dMiohzuqa2NHUGE/g+RmFk97z9FZ3AqVTHJDd//D179vDoo486xWnZsiUxMY4N+KaCPfGw84L9b5vNxvfhZ10m0IGBgSQlJfHDDz8UWt6CLBpMOWLf2kePHmXZiQSn35PFYuHVV19l37597N69m/DwcL777jtCQkKK/AwKmH7Web3fJtuvf84RExND27ZtPS73N8nOjTcXk2ws2F66uppD2RVMWW3mjhg5dj6DFQeVU3LrLn5Rn8miw5QtjoU1leL7PWbu/l/c35U9Bmw4AwcuuT62nT2fxp9/HccopFfIXdkNU7Fs5XHizjq3YhxeuSR35m2AkJAQYmNj6dKlS+5zY8eOZeXKlW7Xm/chTFKOHib5aHTRywrxD/hHJxabMGECr7/+usNzTZs2Zf/+4g3fWLX2kMuWtLvuuovIyEhq1KjB3r17PfvRYj9oHj6SwKnTl6iTPcfYzE3OvRHVqlVj0qRJdOzYkWPHjgHQvn17p6E5FosFI/vCtKR0WLBTcXcXaS0SQojSmhzv+rY7jz32GBEREfz2229s376d0aNHExwczMcff+ywXKqCuYkwOtTx/ZlZJtNXOl4itGjRIhYtWpT7d0hICNu2bePVV191Kpeu67nDq00Tfl5n8Fh/+yl38eLF2HsMHM8VPj4+jBkzhkmTit/7YhqK8G3RbNm0y+Xw0GPHjjFgwAB+/fVXAMaMGcO2bduKtQ6lYM2aNfSuZ//7x8UZDrOUt2/fHoC6desSERGR+3dhUtNhwZoshvbxzn3uz+2XnG5jBa7P6Z58BlPBthi4mJiBX0YGK44muuzhK2mdAeBMOkSdjqcb8Pv+Sy5vlZUTv06dOuzatYt169axe/fuImNbNfj9uKILsHPnTs6mOt9DPCf+jh07GDRoEOPGjSMlJcWjshsKFp5UvAf8+eefLpeZPHkyYWFhdO3alfj4eADuvPNOwsLCSEhIKDS+CSy+oHg+33OHs2Ct+xHBRVLAIRtszITu+SaO/3tnvFMvtKd1NXdOXoKoI5e4Hvgz4hKa5pi8lya+YcLS/YrMfIVecUJxIt9XV5LfFdgbR6buM3m3m/PkXPMXHKF0A/Y15v1+hMcebOXwbMz6lQ4bJyEhgYceeohp06bRrl07atWqxSuvvOKQVBdK17mwcwN0cH0Hgv8auU/0leUf74lu2bIlp0+fzn2sX7++2DHS012fUHKcOnWK/fv3U7duXQCsVis//vgju3fvZvv27W5bCXdH5bW4/7LN+Zq4qlWrYhgGFy9ezH0up8U6JiaGd999ly1btvDjjz/mvq5r8PsOGdIthBClZSjFrATXw7jj4+NzK2+NGjXijTfeYOTIkU4VWw2YHu/8/m37k7iY7H7dmqYxc+ZMVqxYwZQpUxg5ciQrV65k/vz57Nq1i6uvvjp3WVPBgi32Uiql2LZtm8sK9oQJE3jllVfw8/Nzeq1NmzZs2LCBAwcOMG3aNHx9fZ2WsdkMNm+IxMvLefbcqVOnMnr0aACCg4Pp0qULS5cuBewJ//vvv8/u3bvZvXs3n3/+ucsYVqvOjh07AEjLUCzdaPNo5u+bb76ZrVu3EhERQXh4uMO20TWYv8Ixm9p+ONnlHS9y5D+nr1q1ittuuy33tXnz5jFy5EiX74uMvsju3buLHCLrqs7w1VdfERERQVRUFB07dnT5vvAT9rrAtpPJha7j2LFjHDhwgCZNmvDaa69x8OBBtm/fzt133+1yeZuCHeftAXfs2OG2mjxmzBjee+891q5dy1133eVQ9gMHDrBp0yY+/PBDVq1a5fTe46mQkJbJjh07nHrpGzZsyODBg7nvvvtyE2iA+fPnExMT49Fn2JsKWfl2ljlpjr3Q+a1atYoPPviAtWvXcvjwYb755huXy1mBnwt0hkYeScVaIHBRdbXXX3+djRs3cuTIEV566SWX64o4aB8KEHE01Wn7FxYf4N5772X79u0cOnSIZ555xim2zYR9x/MaIn4/Yr9neFFuuukm1q1bx/bt29myZQs33HCDw+uGgnnRrnfEXxYcKdUly6apmLfAcbJBm83GpWPOvcbLli1jzZo1fPjhh/z444+8+uqrxMbG0qhRIxYvXszWrVuJjIxk7NixLlak7NdXC/Ev9I8n0VarlWrVquU+KlVyfw+NjIwMEhMTHR6eaNq0KRUrVmT16tUAtGrVih9//JHWrVvz3nvvuRwSo+saMbF544/OJznH3bVrF+vXr+fo0aP8+uuvPPPMM9SoUSP39YoVK9K5c2eGDRuW+5yp4GxiaVr/hBBCACSahc/Su2zZMtatW8e2bdt44403nIaZgr0v5qSLdtiLiYU3zr7++uuEhYXx+OOP5z7XuXNnXnzxRdq0acPmzZsdlj+ffdxPTrNx6dIllzEjIyNZtWoVTz75pNNrnTt3pk+fPjRv3pywsDCXywDExpx0GioOsGHDBurVq0f16tUZOnQo8+bNyx0h9eCDD3LVVVfRsWNH2rVrR8OGDV3Gt9lMjhyxV5zjk5yHzLrSuHFjpk6dyvDhw2nXrh1XXXWVw2gzU8GZ846BYs86XyedX8Fzuic04PDJRA4fPlzksgXjN2vWjB9//JF27drxxRdfOF0mAPb7F0efs1cUYi4VXv5WrVrRrFkzatasyeDBg+nYsSOdOnWiXr16bt9zMLu6c+jQIawubnnVvHlzateuzbJly5g8eTJjxowB7N9t48aNadmyJddeey1t2rRxu44j55M4cOCA072mO3TowKFDh7hw4YLTe26++WaPPkOmglNJeRnvKaPwqzcbNmxIjx49aNWqFX369HHZc2nLjpPf4VNp2Ao8V1RdLTQ0lG7dunHVVVfx7LPPOrwG4GWB6JP27/bAqTSnBpKi4letWpVOnTrRpUsX/ve//9G1a1enz3L4VF599myaKvR+3wD169dnwoQJ3HzzzXTq1Il77rmHWbNm4e3t7bBcfIZ9eHhBZ88XPsO2J85fSHNoDDx+/DimzfVx8+mnn2bIkCGkp6czadIkdF3n559/5umnn+bqq6+mS5cuPPjgg3Tq1KnAOxVpp0+Uuqz/Fkrp5f4Ql88/vrUPHTpEjRo1aNCgAffee2/uUBhXJk6cSEhISO6jdu3ahcaeM2cOe/fuZe/evXzxxRecP2+fQSYmJiZ3mNa8efOoVq2aUyxNs7fq58hwcVxQSnHnnXfSrVs3li5dSvfu3dmzZw8NGzYEYNq0aS7LleZcvxFCCFFM6R60R37wwQfoul7oEGlXcdIy3WeIAwYMYMyYMdxxxx0OCevGjRs5ePCgy/dkZC9mK6yLFXjllVcYN24cYWFhDs/PnTuX5ORkTNNk8uTJ9OrVy+X7bQUziHx++uknRo0axejRo5kyZUru87169WLatGlkZmZiGAbff/89vXv3dhkjM9Pea5ye4VljcO/evVm6dCkHDhzILp/NqQE8vcCwXpubblx353RP2M/ppssGhqLiHz58mK1btwKwadOm3HN8QVmmfQIwd73Qc+bMyb2WePTo0dStW5e5c+eSlGRP0L777ju3ZcvZbWxukpQxY8Ywffp0TNPkzz//pH79+jRr1oyePXsyY8YMbDYbNpvNYWScU/kNlfv9eqpnz54ef4b8PdHpqvDBxHPmzMEwDNLT04mIiHC7zVMKBMlykX0WVVebNcs+EdaFCxc4cuQI9evXd4qRmWVmf4bix588eXJu/F9//dXlbzcr33HBzWh9B3379qVRo0asXbuW8PBw5s+fj2ma1KlTx7FsQFaBQ45pKmxFZekeME3Hchf227r22mvJyMigQYMGBAUF0bRpU1q2bMns2bMJDw9n48aNBAUF0aJFC+f1uNnnhfin/aPXRHfu3Jlp06bRtGlTTp8+zeuvv861115LVFQUQUFBTsu/8MILPPXUU7l/JyYmFppI51x/1LNnTxYtWuT2+iallNPQOtNUBAbmDZcL9IVUN+eWAwcOcODAASZNmsSSJUsYMGAAAMnJrscChjiP1BNCCFFMwR40AxuGkXttsjtBLuIE+7sebNqkSRMmT57MwIEDOX36tMNr7o75AEHZx30/Hyuaprm9XvLo0aPMmjWLl19+udAyu3t/QICfw/XY+U2fPp2dO3dy8ODBQntk3cXWdS373JxKUEDZXXsXHOgYK9DXQkKqc2OAq3O6zWZzmIzN1TB3sPd4B/l7ERwc7LYc7uoM6enpucsYhuEwQVsOBQT5eKFpGv5eOqkFM5d88XN069bNMUYh19AGZY+uDwoKQhVIP61WK8OHDycrK4t77rkHAH9//9zeaI/X4etFaGio0/M7d+6kcePGhIWFOQxZdqXQ+D55lwgE6/ZeHHdNPp5sc4CwAr/dkAAruub6Liru6mpFrUspCA6wlz3EzXGhsPgFudpGwf5526aCj4bm9C070jSN5cuXc++99xayFHjp4FNgfL6ua/j6WkhPL90U5t5eOt5eeduj4CRzOSpUqMC3337LoEGDGDlyJB999BGffvopFy9e9Oj6bqu/f6nK+W8i10RfWf7Rnuh+/foxePBg2rRpQ58+ffjzzz+Jj49n7ty5Lpf38fEhODjY4eGJFStW8M033/DWW28B9mEwOdeO3HHHHcTFxXHihONwEaWgRbNauX83qaY5XSdUo0YNh5NgaGgo9evXJzra/UyCFh2aVpedXAghSstfg/pepbuphxW4ykXeVb+685OBgYH89ttvvPbaa2zYsMH5TW5YdGhYzX669fWx0KBBg0KXf+uttxg2bJjDkNA777yTgIAAdF3nvvvu4++//3b53tbtmriddfj06dO88MILTjNb//3334wYMQIvLy8sFgv3338/f/31l9P7NY3c4cAVgjTCgove8suWLaNPnz40bdoUsCd8+c/dFh1aNnCsirSsU3ilOf85/fDhw3Tu3BmAevXqcc0117h9X+sGFQodzuwqvqdsClrXqABAm6qeVfr//vtvBg8eTGBgIGAfeu2KDrSvaP//tm3bOl0vPmDAAI4cOUKtWrWoX78+9evXp0uXLgwfPpxVq1Zxzz33YLVasVqtjBgxwuU6vHVoXDmIdu3aOV2PGx0dzS+//MLkyZMdEqVBgwZx+PBhjz5DBStUCcj7TbXxgtIOytOz4+TXqp4/BXf/ktTV8rOZ0Lph9ndbJwBrgZpzUfFHjRoF2JPJ22+/nRUrVjito3X9vJEnjUPscwUUZtmyZfTq1YvWrVvnPnfVVVc5LKMBDdxUk1s2q4Be1EoKoesaLZtXcHiuSpUq+AQ6r/Crr75ixowZbNu2jeeee44bb7yRmjVrkpiYmLttwD6Ev0IFx5joOoH1Gpe4nEKUp398OHd+oaGhNGnSxKNrlvKrXq3oZPrNN9/kmmuuoWPHjkRFRTFq1Ch27drFCy+8wNChQ52W13WNli3ykuhR1+pOQ7SsViuvvvoqBw4cIDw8nHXr1vHjjz+ycOFCt+UwTBjR/V+12YUQ4j9J0zQerlD0coWxAQ+4iNG0jj/tG2gOldmxY8fStGlTHnjgAadbXRW8jjI/w4ThPfJ6bLp3747F4v48cOHCBT7//HOHmNu2bWPZsmXs27eP+Ph4Pv30U6f3BYf407lLm9xrnV2ZNm2a0/XakyZNYufOnezcuZOIiAhiY2NdxjcMlTuplsWiMfxmb/QiTmfR0dHcd999zJgxg4iICLZs2ZKbUEP2trnZx+E9nZsEUsjmAfLO6d9//z09evRg165dTJw4kS1btrhc3scKzeuGUq9ePUJ93PcmFozvbhIxVzrWtme63WoHOjW6u7JkyRLmz5/Pzp072b59e6GXs3WuZA+Yf1K2HGPGjGHmzJkOz+3fv5+TJ09y9uxZYmNj2bt3Lxs2bCA6OtphcjCwVwRbh4DVotO5c2eX1+OOHj2ayMhItmzZQlRUFHv37uWmm25i1qxZRX4GC3B1EA6NO4P97I1gpTUywPHvjo0DnK7VL0ldraAOzezz9VzVMMCpEaOo+OfOnWP79u1s3bqVL7/8kk2bNjm8v2IA1KqU1/AyoplzfbOg6Oho7rnnHr777jsiIiLYu3cvTzzxhNNy97dw/UMaNqRJ7m27SsI0FfcOaeLwnKZpVGnemvwHhTvuuINWrVoxYcIEAFJTUxk9ejTff/89d999N4MGDSIyMpKoqCgmT57sPKmiUgQ1aFbicv7bKPJ6o8vnIS4nTXk6x/9lkJycTJ06dZgwYYLDZC3uJCYmEhISwiMPdue7HzaUaqbB/CwWjV49avP9t89Ru+FYLsy5mrQz4bR/2cb5QmZrLYquQdPqsPJ5+3A+a+V2VLxra9kUWggh/h9JHtQRc2848YaiSTR4eImuAw1o6AXb6+dV8K23DMX/w5mcW9SVuYt38Nik0k9iUSUEtn/sg9Wi4Vt/CNvS76VPnz6ljpufbtG4fUh3xr/4ODdd+6BTolQWgoN8iTt7iYTtfchKjOT0eZMuo5JcDp31hKZBg5o6q74NRNM0/KrfScX2P7DlwzZ0ebboWz95yqrD3VdrfPHKvYTe/BOPd6rG1zvjikxUPGUBulaEpS/cS8DTM9j5cGs6fhdVNsGx36po3+06NW4cSsDYGXSrFcTWk8luh0IXFBgYSHJyMlarlZkzZ7Jjxw7ef/99h2U+7aBx//B7sDz8A1WDA0kseJ+oUvqxqcYddw8lYMJMkvt2wIwK59l4mJzifkh3YSzAzb4wI7uH3jpwKP5fziJuzlW0fWg7cYXfdcvz9ehwTVON3z6/lwq9fuL0N51o+uQOkgqfO85jugZPXKfz2rh7CL79JxLfvBrjWDh3LLGx9pTzbdKKw88C++61EOyt4XX13QQ+8BMxe54nIzWWLJvJ9Tcv5FJ8yT5ISLA3a5cMyB3OHRTWjZoNH6fXi++yYuILJS90AZrFSqcPptGybm2mDrquzOJebjn5ys9/vYd/QPld05maksbQm8aTkJDg8WhdUXL/aJfoM888w5o1a4iNjWXjxo3cfvvtWCwWlz3Dhbl9QGv0oprDi8EwFPcOaerwnJdFY/T1epFDbApjKnjgBovboXZCCCGKJ9Si8WRY0cu5ooBXK+P2mNz/Kp3QAJyGhxaHrsHIG61Y83VN9urVixo1K5XpucA0FP1v74yPjzcPPvggltKcrFyw6DDi7o4O1xxXr6TT/1prkb3R7igFj9zp47QdGlX3pUczrcjeaE8ZJoy+Nq/3eXSbypRl94EBPNIwr7CNK/pyUw086o0uikWDu+tDZd+8YI92rFqsxPPvv/8mPDyc3bt3k5iYyOeff577mgYEWeHO2vb4vr6+jGlaqcwqhzpQ1QtudjHa4+FA8NZKXhF9wnnqHCwWjYd66mV2ZahhwoM980ro66Vzf5fS1QXzs+gw/CrnLfBQy6J7owuNq8E9TTSCvV0X1MuqM+7hVi5f88T/HmrlcD10jprtO+NTuRolPijkp+tU6d4TLxdDxP+rFHq5P8Tl849u7RMnTjB06FCaNm3KkCFDqFixIps3b6Zy5crFilO5UiCPP+L6Xs/FpesaA26uT4d2VZxeG9tT56oGJTux6xrc2k7j7s6SQAshRFkaXxHuclGhLsrrleC2IPfHZB8vjc8ecL5fsqcsOrSqo/FQX8fKpq7rPPPS8EInYSoOTdMYNPQaamYPJ37qqafw97eWKvl3jA/+fhYeGuV8a573/+dP49p6sc+LmgbDb/ZiSC/X2/fdOyxO156WhK7BQzfotKiRtzEahvoyrrFWJomWRYOeVaBfNcfnP7xKx1sv3fX6OhDiDW+0d9wQAxqH0qOK50l6ly5daN++Pc2bN+eBBx5wmEhLAe+30wjIdyH0022qU9W7bCqIJvBpQw0vF1lnQyvMCLNvI0/XlRPl6wrQydv1MvffqNO0BqVuhLHocGsHjRtbOgYad51OrdCir1v2xMu9dWqGOAfqXVvj/hYl20ctGjQJhVddJOf53TWoEaOHFX+o9Ii7m3DPnY1cvqZbLDS+7wlKPTRU0/AKCKLu7a7v+S7Ev8E/mkTPnj2bU6dOkZGRwYkTJ5g9e7bb2xgUZeQ9zejQtnKpWt8tFo0qlf0Y/5Tra6B8vDSmP2ihTe3iHTw14IbmGl+MsJRqIgchhBDOdE3j2+rwWHZvV2FXvOrYJxP7tCo8UbHo43HvdhY+vM+ekBbn6G3RoW4VjRlPe+Pv4/zOLt1b0XdAp1L3RusWnWo1KjDywbzb5lStWpWJL3cvs95WpeDNZxtTpbJzS0Wgv8aciQG0bGjx6LyY83GH3+zFmw/7uf38dStpvHtn0dcuF8aiQ9NqML6fc1VnfFON5sGl6y22aPZe3M/b6U6fo3aAxtddS17F0rBvq8nddcIK7D+apvF5R50ga+nKrwO31oC76jgGCfa28F3j0tdVNGBYFegX5j5WL1/4tSL4edAjbcH+251aAe4uZO42L4vGN6Ot+FhLnuhadKgWChOHOu+D/t4a3w+x4GUpeXxdgx6NNB50s49omsbELjqDGxVvBRbNPpnY/L4Wgtz0Quf3zP/a8NTYNmgahdZPdV1D02Dcw615/sl2hR63ghu1oPaAe4pVbgeaBppGkweewRoQWPI4/0JKaeX+EJfPFdPvb7HofPXJDTRrWrIZBy0WjYphvkz5phchwT5ulwvx1/j1cSt3dbb3SLtblZb98LbCwzfak29fL9m5hRCiPOiaxttVNLbXh4cqgKs7MFW1wIuVYG9DuC/U8+Px0OusTH3cC7/sU0NheW9O71eXphp/vOJNpUJmsH7smQF07NyoxIm0btGpUCGAd78Yg6+vY7fcbX0bcN9dNUsUt6BRg2twa2/3I8QqhujMfzeAJ+/1oVL2di3YC5hzF6qWDXQ+f9aPtx7xw1JEBji0s85bt9sDFfe0rmvQpCrMe9SKn4tkwsei8VtXnQYBJUtELRoEWmBhd50afq4DDKyj8W1X+509irMOi2afLXvmdTo3VHP9xlr+Gguv0wksYSKtAddVgUlXOzcAAFwXovF9Ew2dklUUNaBvBfikQdGFu8EXdlaF54OgcvbKLIAXefdhDdHgsUDYXhUGeTD5ebOaGnPHWfD3Ln6PtEWD6qHw21NWKga6Ln/7WjqzR1jwsZasx/u6BhpTh1oK7fix6BrfXK/zUkcd/+wN4W5pS3Yj3811Nf4aYKG6h7eg0zSNB0Y25+8Ft/DAyOaEBDt37wcHe3H/iGYs/+0WHh7dwqPjVa3+d1Gr/5CclXhUFgB0Hc1ipdmjLxHSrGxGmApRXv7R+0SXtaBAb6Z+25uPPt/JnF8OoetakbMPapq9lb1b5+q88XIXKlcq+oJ/P2+NT+618uKtilmbTKasNYlLdFymTkW4/wadIVfrhJTFFJRCCCGK1NhbY2IVeKWSYkc6xBv2CmZFC3T0BWsJE9ab2luI/Ezn100Gk5cbHDxlP7dYdPt8F0qBlwVu66wzqqeV9g20IiubXl5WJrw/nG8/Wczi37Z6dM5y+KzNavDy2/dQpWqo02uapvHy4w2wWjS+n3XC7b1z3ck5N94/tBYvPFa/yM/i56vxxFBfHhviw/ItNuavyOTUOZOUNAgN0mhaV+feft60a1K8asf911loXFXj8VkG55KK/gwW3X4d633X6LzYXyfAxSiAHFV8NZZdq/NUpMnvp+zJoqeDUNuGwKSOOg3dJFk5htTXaVlB8fBGk6h4+77o7lrXnNc6VYRvuurUL+RSA4DWoRqrb9R5eLvJlgv2JKqor9iSvR+Ma6rxQgsN70KSuDsqaVTygocPKeIyPds2luwyPFULnq+tefx7q2aB8cHwVBD8lQ6HbJCk7I1hdS3Q3w98i/nT7dhAZ+UrGk9MN9h4UBW67cE+AZ3NhDs6a7x+p4XQIhLR7vV11jym8fivBpuPFh3fotkbd17orfNIN92jkZOapvF0e42HWmn8Eq34bo/J/kuOy1TwgdHNNUY206lVxP7oTo1qATzxSGsevb8Fu/dcJD4hE6UUoSE+tGkZhrd38UaFaJpGnduGEdSgOYd//IysxPi8g4orug6mSWDdRjQe/SR+VcumAfDfRu4TfWW5opJoAH8/K6+Mv5o+very/dQoNm09A4DVqmHLvm+DxWKvqCgFzZpUYPSIFvTtVbfYvQGVgzXG9bEwtpfO6QRISLUfIEP8oUao+8lqhBBClC9/XeNaz27X67EAX43hPawMu8HCjmjFoVMmCSng4wWhgRrXtdSpWETiU5CXl5X/PTeQ7je04quPFnLi2HksFh2j4H16IDfJDgzy5d77buS2Id0KvVWWpmm88FgDunQIZfw7B7hwKQtU4YlWzmkrLNSL919qSo9uxZu1zWrR6NfNi37dSn4teUHXN9VZ/4LG9I0mk9eZnIrPXpduL69h2hNDiw63ttV48HqdDnU96x6s4K0x9SoLd55WfHjAJCLBnkxr5M0arZO9HgV1/OCxRhqj62tYPDzHtwzVWN1XZ/lp+P6gyfo4yCzw9fpZoEd1eKCJznVV7SMrPFEvUOPP63VmxCq+PKg4lOxYXgCrZr+PtQb0qQbPNNdpX8Gz+NeHaGxtDx+fUEw+A4lGXrwcVvK2Ve8K9uS5XQmTOS/NnjCXldoVNeY/YWFppGLKapP1B+wF17IT2pwGMIsON7fXGH2DTudGnnct1wvT+H20hb8OKCZvMVkbrVz+vkJ8YXgnnVFX69TxcNvnF+ilMbKZxoimGqdTIT4DskwI9YHq/uBdFrPYAd5eFjq2K968RIWp0LojHd76jnNb1nBm9R+knjzqvJCuE9qsLdVuvIUKrTqg6aW7jEOIy+WKS6JzXN2xKld3rMqxE0ls3R7H3v0XiTubglIQVsGXFs3C6NCuMs2alHBa13ysFo3aYVC79KGEEEL8y2maRqdGGp2KUdkuSoerG/HD7CeJiohl5V+R7I86xtGYs7nJdNXqoTRrWYfO3Zty7Y2t8fb2/PTdo1sYK+ZcxW9L4pg29ySxJ+wTS1lzxoAqsGVnXHVq+jJqcE0G3VyVoIB/TxUhyFdj7I0WHrlB52AcRB5XHL2gMEx7w3XrmhptamuEuBlaXZT+1TX6V7cQGa9Ye14REa84nmpPsqr4QrtQjS5hGtdU8jzBzc+ia/StCX1rWrCZioOJcDbdvvlr+EPDoJLFBfv7RtTXGF5PseMSbL2giIyHixkKqwZ1AjTaVYDrKmvULMHIuCCLxmt1NcbXViy7BDuTFLtSIMEGXjo08YN2gRq9Q6FOcbuLLwNN0+jXTqNfO52LyYrdxxWHTisybBDgA81rarSqpRFQwrLrukbf5hp9m+skZyiizihiLkCWAaF+0Kq6Rr0KhV9zXJzPUiMAagQUvey/hcXXj2rX96Xa9X2xpaaQcjyGrKR4NF3Hp2IV/GvURfcqu0Y3IS6Xf88ZspzUqRVEnVolmLZVCCGEuIw0TaN1+/q0bl8fAKUUNpuBxaKX+jaOQQFWRtxZk+F31OD4qXSiDiRzODaVjEwTH2+dhnX9adU0kDo1ff/Vo6h0XaNZdWhWvXzK2DZUo20xrpcvCauu0SIUWpRxXE3T6BQGnQqZyKs0fHWN2yrCbR5MyPdvFRaocX1zjeubl0/8QB+NLnU1utQtn/j/dVb/AEKalvzWWv915X0bKrnF1eV1xSfRQgghxH+Rpml4eZXtaVrTNOrU9KNOzTIcMyuEEEL8PyNJtBBCCCGEEEKUI5lY7Moi/f5CCCGEEEIIIYSHpCdaCCGEEEIIIcqR9ERfWaQnWgghhBBCCCGE8JD0RAshhBBCCCFEOVJKR6lynJ27HGMLZ7K1hRBCCCGEEEIID0lPtBBCCCGEEEKUI7km+soiPdFCCCGEEEIIIYSHpCdaCCGEEEIIIcqR9ERfWaQnWgghhBBCCCGE8JD0RAshhBBCCCFEOVLoqHLsvyzP2MKZbG0hhBBCCCGEEMJD0hMthBBCCCGEEOVIKQ2lyvGa6HKMLZxJT7QQQgghhBBCCOEh6YkWQgghhBBCiHIks3NfWaQnWgghhBBCCCGE8JD0RAshhBBCCCFEudKyH+UZX1wu0hMthBBCCCGEEEJ4SHqihRBCCCGEEKIcKcr3umVVbpGFK9ITLYQQQgghhBBCeEh6ooUQQgghhBCiPJXzfaKR+0RfVtITLYQQQgghhBBCeEh6ooUQQgghhBCiHMl9oq8sV0QSHRjUEh+femUe1z+gMQDedfpiqdC0zONbguqXeUwhhPj/wHJtP/QGzco8rt6+GwA+NftgDWlS5vG9KtvjVwptSIBfxTKPHxpYCwC/0M54+dUp09g+ga3s/1buhTX7/FiWvCt0tv9br3zOuV417Nve2qEPes1yOKc372qP36YPeo1yiN84O377cip/0+z4Xfpi1i2H+K3t29/Sox96o7L97eqdugPgU6cvltCyL7t3NXvZvRr2xVKx7ONba2XHb9UHvVo5xG9o/24Dg9vh7VujzOP7B9jL3KVWZeqGBpZ5/OqBfmUeU4jS0pRS/9nJ3BITEwkJCSEhIYHg4OByWYcyDTTdUi6xAZRhoFnKMb4y0LRyjF+O26fct/1/PL6pFLpWfq2O5R2/3Ld/ee/75Rj/v1x2ANNU6Pp/eN9UJppWflc7lf/3W37l/6/vm//5c7rEdx/7P35OMUyFpRyPm//1+P9lOfnKt3/+gF+Af7mtJy0llYdvvr9c8yKR54roid4dvRQsaWUet3JofZrUuY6E5SOxXdxX5vG96/YlqMsbpP7vXsxDZR/f0qMffuPfJi76AzLTj5d5fP/gjlSsPZJLG+7DlnCgTGP71LiJ4HYTuLRxNLbEso0N4FO9N8FtJ5CwtJy+23p9Cer2RrlsG8jbPj+H7+VsUmqZx29aJYy+zRowN2IP55JTyjx+48oVualpQy6tuw9bwv4yj+9Tow/BHSZwacsYbEnlsP2r9ia49Wtc3Fr28X2q9iak1Wtc3HE/tuSDZRob7L2IIS1e5eK2+8tt24S0fJUP10dyPKHs952ONSoxon0T5oTvLZd9s0nlitzUrAGHo38iLS2uzOOHhjSndu3+nNv/IlmpMWUe369CdyrUf4wzRz4lM/1Emcb2D25PpVr3cjb6fTLTjpVpbAD/kKsIqz2SC+EPYEsqh32/Si9Cm71C0i8jsZ0vh+N+o74E9HyDlA+GYx4v+/jWjn3xG/kWqW8OxzhaDvE798XvgbdIfaMc4z/4FqnPDMM8UrbxLdf2w+/Jt0iaX47fba83OHfwNbJSY8s8vl+FrlSo+zCvr9xJbHxymcfvUqsyD13d/D8bv15oIK/d2KHM4wpRGldEEp2SdhFDSyrzuAF+YQDYLu7Ddj6izOPnDFczD+3DjAov8/g5w6Uy04+TmRpd5vG9fO3DBm0JB7BdiijT2NZg+zBKW+IBsso4tkP8i/uwnSv7+DnfbXlsG8gr/9mkVE4mlv0Jq3KgvaX0XHIKp8ohfqXsllhbwn5sFyPKPH7u95t0gKz4yLKPH1R+8XNjJx8kK6Ecyh6Yr+zlGP94QgrRFxPLPH6t4ACg/PbNytn7ZlpaHKmpZZuEAvj6VgEgKzWGzOSyb0Dy8qsHQGb6CTJSj5RtbN+a9thpx8r3nJJ0kKzE8tg37UPQbef3YZyOKPP4RqXsc/rxfRjR5XBOr2WPbxzdh3mo7OObdfLFP1h+8c0j+zD3lm38nEs7yvu7zUqNJTOl7BsfvfzqAhAbn8zBCwllHj9niPV/Nf4VQ2nlO4O2zM59Wcns3EIIIYQQQgghhIeuiJ5oIYQQQgghhPi3ktm5ryzSEy2EEEIIIYQQQnhIeqKFEEIIIYQQohxJT/SVRXqihRBCCCGEEEIID0kSLYQQQgghhBBCeEiGcwshhBBCCCFEOVLK/ijP+OLykZ5oIYQQQgghhBDCQ9ITLYQQQgghhBDlSst+lGd8cblIT7QQQgghhBBCCOEh6YkWQgghhBBCiHIkt7i6skhPtBBCCCGEEEII4SHpiRZCCCGEEEKIcqSUhlLl2BNdjrGFM+mJFkIIIYQQQgghPCQ90UIIIYQQQghRjlT2ozzji8tHeqKFEEIIIYQQQggPSU+0EEIIIYQQQpQjmZ37yiI90UIIIYQQQgghhIekJ1oIIYQQQgghypPS7I/yjC8uG+mJFkIIIYQQQgghPCQ90UIIIYQQQghRjuSa6CuLJNFCFCE1UxGXADYTAnygeghoWtkcqJJSFXuOmZxLAFMpgv00WtTRqVpBDoTin5ecpjh7SWGaiiB/jSoVtDLb94UQQggh/qskiRb/eUop4lMgywZ+3hDkX/pKfvgxk1mbFBsOm8ScB5Xv5nuBPtC2tka/1hqDr9IJKeb6LiQqfl5jY/Yag5gzyuV9/SoGwYAuFkb2stKk5r/3qgtlmlw8fZL0pGQ0XSOoYiWCKlb6p4slSkgpxZa9BnNXZrF5r8HxOMf9MzgA2jW20L+rlduv9cLfVxJqIf4/SjYUKQZYNQizll3DshBXMrlP9JXl/00SbRgmSQmpKBSBQX54eZXNR7+QrNh+RLHruOJcEmiavaeyTR2NTvU1gv3+vScWpRS79yUQERXPgcNJJKfYsFo16tUOoHXzEK7uEIa/379zF0lKVfyywcay7QYR0SaJqXmvVQmBjk10BnS10reTBW+r59/BzliT8fMMdp8Eiw6G6bxMcgZsPKzYeFjx5iKT+67Vea6fjr934evJyFJ89ruNLxfbME0wCznaXUiC6SsMpi436NNR591R3iXqnU6+cJ4z0QdJvnAeTdMICKtItYZNCCxFomvLzGTf+jVE/vUnpw4cwJaZ4fC6X3Aw9dp2oEP/AdRp1aZUlSvDVMTEKRJSwMsC9apqBJdBI8mR0yYLN9qIOGSwJ9YkNUPhZdVoUkujfSMLfa+20q6RXuKy7z5isGSLjfBDJgeOm2RmKXy9NVrU02nXyMKt3aw0rvXvahxZv8vGy9+nc/ikcrvvJ6bAukiDtREGb0zN4OGB3oy93Rtvr5Jtp/T4i6RfOIdC4RsShm/FylIZvwKkptnYdyiJmKMpZGaZBPhbadYoiIb1ArBaS7ffp2cqwg8Y7I42OHbGxDAgJFCjRQOdjk2t1Kzy7/pdXU5KKbYmwtZE2JWsOJ9lT3Lr+kLbII0bQqF2CRu+DKX46yLMO6fYkggnM/NeC7RAuwBFnzCNe6tCWAmPB5dLapYi+gJk2BQB3hoNK4K35d9d5v86ZRrE74sk6fA+ko9Gk5UUj6Zp+FSqSmDdRoQ0b0tgnYb/dDGFKJZ/Z4ZURuIvJvPX4m1sWreHI4dOkZVpA8Bi0aldrwqdujSj38DOVK9ZsdixI48pvv7bYHGEwjDtCVdO3U8pewXU2wp3XqXxSE8LjasV/wCdasJvabA2A7ZnwgUTLBo0tEInL7jND672zluvpwxDMXfBcabMiiHmWAqaBhZdw1QqO5aGYSj8/SwMua02DwxvQNXKvsUuf3nItCm+XGDjq0VZZGSfxAvmomcTYNkOkyXbMgkLgpfv8WbIdZZCK+c2Q/HunyZfrTTRsxdzlUTkyFlnhg0mrTb5M9Lk2xEWOtRzXYE7dNJkzGeZRJ9WDr3ahclZ/9/hJtfuTefTB725+SpLke/LSE0h6u+l7Fz8G/GnT7pcJrR6TTrccjutevXFxz/Ao/Iopdi7ZhXLvvmc9OQkNE1HKeeNlJaYyIGN69i3bjVV6jfk1qfGU7WB5yfHTJtiyQ6Tn1ba2BGtyMhyfL1WJRjY2cLwHhZqVy5ehXnvUYPXf8xk/W4Di27/reY1ZijOxyu27DP58vcsmtfVeXmYNze08/wwuTHKxls/ZbIr2sSi22OrfPHjLhmsiTD4eG4mXVrovDrShzYNi/5O3UnLUFxKVKRnKoIDNEKDNKzFrAymZShen5rOjL9snu372Z8nJR0+np3J4g02vnrKl2Z1Pfsc8UcOEPv3Ys5GbCUrOdHhNat/AJVbdaBur1sIa9q6RAm1kZXFgU3riQnfzqkD+0i5dBE0jZCq1ajZtDmNu3SnXpv2aHrJky2bzWTz5lhiYy6RlJyBt5eFkBBfunWvR40aISWOm19KqsGZ81kkpRj4+ehUCvOiYui/95StlGLdlvP8NO8Yqzeew3SxD/n56tzRvxbD7qxD4waBxYp/9pLJDwsymLk0k8QU0DXI/xXaDPu/3dtYePB2H27s5FWKT/PfYirF9DPw+XHFkXT7jLEakL1JsGpgO22/WrJPmOLZOhodgz3/bS2+oHg2WnE6Eyz54uZINmB9ImxIVLxxFB6orni5rob/vygxPZ+imBluMmeXyeELjqPLrDq0qgrDO1gY1FojsIgG8X+CUorEg3u4GLGJpCMHST93BpSJV1AIgQ2aEtqsDRU7dkf38i7dekyDjIvnsKWkAGANCMAnrDKaXrLzlGmzcWbVYk7+9TtZCRdBt4Ayc7+A5KPRXNixEZRJQN1G1O5/F2HtOpfqM/ybyTXRV5Z/7xm5FLIybcya+jfzZ6zGNBWqQNZiGCax0Wc4FnOW+TNX07NfBx4cN4CgYP8iY6dnKd7/w+SbFfZkK6ey6arSmWmDOVsUc7fYeK6/zqO9dI8quDYFnyXDx0mQrAqctBScz4QdmfBVCrSwwseh0NWnyLAARMcm8/RrkUTtS8j9qSllTyLz2P8/Nc3gp3lHmbfwOBOea8XtN9f0bCU5n8NQ/LXTngwdOaNISVf4+2jUqaxxzw0W+l9twacYLdZHTpvc/0kGB08WnYjmVOAuJcFT32WyaLPOV4/5EBLgvL4sQ/HAVINlUfahq0Yxx8OYCk5egoFfGky/H25o5lg533vMZNBbGaSk43ECnZ9hQkoaPPBZJh894MXd17v/2R7ZvoUln71HakJ8oTHjz5xi5Q9fsWX+LPqNG0/9jlcXunxWejoLP3qXAxvX5bbauEqgc5iGfY89dzSGKeMe5sb7HqDzoCGFrgNg036TxydlcvKCvZLsqrf+xHn4ZonBV38aPNzPwrO3W/EtotJjmoovfsvio7l53SeufrOKvMr4gWMm976dztAbrbw52gc/H/fryMhSvDEtgx+X2XIr9i7jq7z9a9t+k1ueT+N/g7x4aog3Fg8rnKap2LDLYOofmSzfZnPYp0IC4N4+3gzr602dqkUnianpiuFvpbFtn/1DFzY6whUFHD5pctuLqfz8mj8dmrivaKXHX2T3lM84G7EVTbegzIJVcbClpnBm+wZOb11HhSataPfgU/hXqe5ZWUyT8KWLWPvTVNKSEtEtltz9ECAtMYGzRw6zY/HvhFarTu+H/kejq7oU6/NeuJDCwoV7mD8vkgsXUtF1DT275cEwTD78ELp0qcvgwW3p0rUuFkvxE/Vd+1P56fdzLFgeT5bN8Qvp2j6QkYMq0bNbCNZijLDJzzQVG7eeZe7vRzl6PJmUVBsB/lbq1g5g8G316N65Su5n8tSZs+m8+E4Uazadx2LRXCbQAGnpJj//fpyZvx7joeH1efyBxvh4F72NfludyUvfpJGanve7MhW42IXYHGWwYVcq/btbefsRPyqGFP87sJmK7ScUF1Lsv9cKftC+ZtkkV4eSFVOOKVacg/gs++G0ghf0rQL31dGoW8yRNjFpigf3K7YlkXtOL7j5c3YjBSy/CMsuKh6vpXixnoZPId91mqH432HF/HN5sV1s8lwKyFLw7SlYdEExozm0DSz+NovNVBzKhCQTAnRo4A2NS7jtDVMxaYvJWytNbG5GgNlMiDwNEX8YvLECPrrFwm0tir/fKKXYviuZhX+f59yFLNIzTEKCrLRo4s/gmysTFlqyhp2E/ZFEz/yW9LiTTsdOW0oSaWdPcW7jCo78PInat9xN9Z63FDvpzUpKIG7D35xZtZjMSxccXvMOrUi1Hv2p0r0X3sGhHsdMPXWMgz98SOqJ2LwnC/5o89UjUo5Fs//rt6l01XU0uPdhrP7Fa2gT4nK74pLo82fjefmJyRw/etYpeS7IzD7Tr1oWzvZNB3jj4zE0blbL7fLJ6YqhX9vYHuNYGS5Mzgl/4iKTnUcVk0YXPrz4pAFDL8CurLzeTlcnLVv2vwds0O88PBEIrwZDYXWfHZEXGfX4NjIz7YXypL5sGIrUNINnJ0RyJDaZpx5pUmTvUKZN8fViG1P+snE+0XFY9MUkxakLio37TF76MYvhPa08cZu1yGsrD580Gfh6OompxUtEcxZdu9vkjjfS+eVVX6dE+smfDZbtcX1tsqcMBcqAET8YLHgcujSxPx93MZPB79gT6MJ694qSU7anf8iiSqjGzXWdl9k4ezobZk61fz9FbaTs11PjLzF/wniuGTaarncNd7loVkYGs197gRN7ohze61G5s39jKyZ/R0ZaGtfdO9JNcRSfLzJ475e83tDCErqcbfntEoPl4SZznvOmepjrfcg0Fc99l8HPK20uX3cnZ/1zVtmIPmUy8yU/l/tpeqbivnfT2bA7OxH18HvO+Qyf/ZJF7BmTzx/3LTKRXrE9i1cmpXMsTuX2pOeXkALf/Z7JN79m0rOTlfcf86VKBdeVQdNUPPC+PYEubvJc8HOkZcDQ11NZ8kEALV20tV08uIdtH72KkZEO4DKBzpGzz8Qf3suaFx6mw/9eomq7wht50pIS+XXiBI7tish9Ln8CXfC5hLgzzHv9RdredDN9Hn0Ci7XoU+GihXt4990V9tEL2RvMNFXu/+fYuvUYmzcfpWGjinz66UAqV/asIhh9NJ0n3jpK1ME0LBZwUXy2RiazKTyZShWsvP5ELW6+IdSj2GA/ls+YG82Ps6M5cSoVi8U+4ijHwehElq44Rc3q/oy8uyHDhjTwaOj17n0JjHhsGylpRu56iioHwHc/xbB+6wV+/LwToSGue8+UUrz3UwZfzcvAk8Ma5P2ulm6yEXEwmXkTA6ntQYMSwJkkxYydJlO2mZxLcXzN3wvuaa9zXyedJpWLn9Ctv6B475Bi/UX7iLL8m+lsBhxOhs+PKHpWVrzQWKNDaNHriExWDIhUJGfvKx6d07P//eIERCQrZrcEPxfHnTRDcccexeZEz2PnMIFTGdBvl2JRa+gYVPRnMZRiWQpMugSrUp1fv9pX8VAFGBAE3h6OUEnOUAybbbDhaNGlz1kiMR3un2+wqr3JR/0tWDxoUMqymcxdfI5p889wODYdi8V+HlDKPlpi0YoLfPjdCW7pGcb9d1enZRMPR3+ZBjFzp3Bm5aK8xmtXx87sY6aRlkLsvMmc376eZmNfxDu4QpHrMG1ZxMz5gbPr/rI3jLv4kWXGX+DY7z9xfMFMqlzTm/p3PYDuVXiDQNKRA+z55BXMrMxCl3OQve7zO9aTciKGVs9MxCso2PP3/wcopaHK8V7O5RlbOLuiLh66eCGJZx7+mhPHzxWZQOdnmoqkxFTGj/2W6IOnXC5jmIoR3xnsjClZb6IClu1WjPvJcFu2Uwb0PgdRWZ6fsIzs2J8kw9Px7ssWHZvMqMe3kZFhFFnJcSp79uLfTItm8qyYQpdNTFUMfTeTD3+xJ9DgnDzm1DkTUuHrxTZufyuD8wnuy5Scprh7YgaJqSVPRA0TDp5UPPhZhsP2X7DlIvO3ez7EujBm9jD+R6cbpGfav+cnP48uVbkL0oBx32YSn+R4HfLWX+ewYeZUgGLt+znLrp8xhW2/z3W5zLJvPufEnt2F9jx7Yv2s6exdu8rla18stifQULzeUKUgJk5x+zuZXEh0/cZP5mcWO4HOz1Sw/YDJY5+nu9y2z35jT6BLk4gu2GDwzszCKxszlmUy6q00jp+1r8jdPmWY9mPCqp02+j+dwpGTrhPWaQtPsyaidOXOYZqQngGPf5qGUaBg8UcOsOW9F7Glp+cmyJ5Qpolpy2LHp69zbvcOt8ulJycz8/knOR61y/PY2d9j5PIl/P7uGy4T7vym/7iNt9/+G8NwTpoLynk9NuYio0bN5uTJhCLLszMqhYEPH2RfdBrgOoGGvO/8/CUbY1+LZer8c0XGBvs1yo88vYl3PtnNydOp2esoOELL/vepM6lM/HQ3jzyzmdS0wn830bHJDBu7leRUW4nOK/sOJTHy8e1kZLj+wN/+mslX8zJyly8Ow4QzFxRDXkwmPrnoN/+43aDdJzY+WOOcQAOkZsHUbSbdv7bx0lIDoxg/nOnHFbdtUWy8mF02F2/NOZevOg99NykWnC48/ol0xW277Al04XuvayawLh7u3+88Wg/g8cP2BLqkR30DyDDhjj2KuMzCP8vJLEX3WBh6Eta6SKABdqTDmNPQ7ggcyCh626fbFENm2th8rJj7Zfa/s8IVTyxyX1/LkZRi475nDvDKh7FEH7U3EhpG3v6ak0zbDMWiFRe47YEofv/rfNHlME0OT/vMnkBDsX4AyUcPEfXeeDIT4wtdzkhPY++nrxG3dqk9OS9sHUqhTIO4dcvY88krGOluvigg/fwZ9n76KmZmpuetyvmZJmlxJ9n72WuYtpKfu4Uob1dMEq2U4uM3Z3P+XCJmCTIW01RkZmTx9ovTySh4ESYwaZXJxkOq2EN9HcsIv+1QLNjhHMRUcN9FOFPCEyLAlFSY4eK4ZrOZPP1qBJmZZomOZ/l98OUBDhxOdPlaRpZixIcZbD1oelwxNxXsPaa4690MktNcv+nNmZnEXVKlTkQNE9ZHmcxcad/Cly5d4qnJsWV6BYlhQuwF+ODn3cyfP5+/t8WXWQIN9u11KQVe+zovqYg7fJC1074rdew1U78j7shhh+f2bNrAruVLi5WYu6VpLPnyE5IvXXR4estBk/fml/xEaZhw8oLi2alZTuWMOJDEp/Odf8/FZSpYts3g13WO5fxj3QV+W1c2ieikhVls3ef61794QxbPf52OUp7XpQwTzl5S3PVKKufiHXfC48eP8/p3saUssfP6Ig6b/DBvX+5ztox0dnzxNqZhcxi25zFlr+CHf/0uGW4qhH9+8SHnjx8tVoKeP/7BLRvYNP9nt4v88cdevv56Y7FDG4Yi/lIqj//vNxIS0twudzg2nRHPRpOabrpNnt1544uT/LL0YqHL2GwmY5/dwtpNcR7tPznLrNt0lrHPbCbL5nq72mwmT7wSSVp6yc8rhqHYcyCRT78/7PTaniMG705PL1ngnPgmnD6veP1799sf4PP1Bs/8YWKoIkbAZL82aYvJtiP2kgAAuARJREFUI78ZmB78GOecVIzbrTDxLCE1lH349ehwxV9nXcdXSvHoQUWSreT1BbLL88cF+DnO8fnFR+OZd67kCXQOA0iywROHXSfqAMeyFD2OwsHMvPe4iwVwxgY3HoOo9MK3/furTbafLP7lWTkUMDtSMX+3+wAZGSajnj7App2J9lmXi1iXYdgfT74RzYIiEukzq/7g3ObVxS43AKZJ+oWzHJrysdvtrgyDA9+9R+LhvcUc3qdIOrKf/d+86zLBVabJoamfYWRmlOyYn8M0STkWzcml80se419JuwwPcblcMUn0qmXh7Nx6qEQJdA7TVMSdvsSsKX87PH/6YibvLCybTEgDnptjkFKgJXVyCmzOLN0JEeC5BHsint/sX/cStT+x2D0F7rw8Mcrl8+/OtbH9UPGTXcOEAycVL05z7onbfzSVGSvLJknJ8ebMTFLTbUydOpXEVKPMbwmgFHy7YD8TJ04sdHh9SZkm/LzkMOfPn0cpxZ+fvlf82eXcWPLpu7knXaUU8z//pOxmS1aKzLQ0Ns6dlfuUzVA8MSmLUszxBNj3oaU7TZbudNz5nv/ySFltGjTglSkZpGf3qmRlZTH+8+iyi6/D85Oce7vPxZv87+O0Ep0acxLpZ790TEa++uort8lRaX02fRdGdjZ46NcZpF88X7LeiBxKYUtLZe+sSU4vHdi4jgMb1pYsgc4Xf93MHzl/LNbppeTkDN5/b2WJQxuG4vTpRKZO3eZm1YrHXo8lPaPkiej4949x5pz7UQxffL+fjVvPFju+aSo2bjvHF5P2uXz9p/nH2HswqdTnFaXg+xkx7D+UlO85xXNflGyfL8gwYf7KLDZHuW6oW7TX5M0Vxd/4v0Up3l9d+PsOJivG7ir+9lHZj5E7FWdcJIsLYuNZG1/6+gJk10miFcnZ36NhGDyz6ViZVQ4NYMlFWOdiQEaaqRh0HM4Xo/PAANJMuP0EXLC53rZRZxRfbjRLPcJMA8b/aXDJTQP/G58fJWJPcrF/W5oGT78dzf5o17256efjiP1lWvGCFmSaJOyN4Nwm18ev06v/IH5PeIl7ihP2R3I6p5c8n5gNK0g6tKd0x/x8ji+eTcZFz0bcCHG5XRFJtFKKOdNXlkllVinFonkbSEvNGy47Y9W5MutNVEBiGg690YZSfJjk/j3FkaHgh3xD0ZRSfP9jeJm1TRmGInx3PHsPOvZGp6Qrpq+wlTjZNU34bZPJ2XjHANP+OEMJ5uYpVHI6zF9+hC+++KLcbqqXmm4jPDy8TJP//ExTMWXKFI7sCuf80SOlSyKyKdPkXEw0J/faG0lWr17NuRPHy6YXOt86Iv9aSnqavfLw19ZLHD1X+lEGYJ8P4Os/8yrK4eHh7NyfXKa/3YQUWLTJvo4FCxZw7lJWmVwKAPbfwMHjiq27zjo8P3t5ln14YAnjGias2GbjeJx9Q2RkGnz33XdlOkIiv7gLaSxevJjM1BSOrlhcsutfClCmyalNq0kvMOHNhjkzyqaRR4Mtv81zenrJkv1kZpYuVTFNxcIFUaSnO4+I2LknlQNH0ovdA52fUjB78QWXr6WnG/w0J7rEX4FS8NPcI6SlOyagpqmYPCu2ZEFd0HWN6fOO5v4dvj+JXYeNMttHLRaYsijD6XmlFG+vNEp8fvxig0lCIT2ikz24FtcdBWSaMOOE82tfR8VR8jn9ndeTbMD87MPOkiVLOJWaVepe6PyswA8uhqf/mgSHsorfGGBgT7ynurlS4rstRqkbZiF722TBzxHOW+PCpSzmLj5XonN8zu9x2rwzLl8/vWJRofNGFMeJP+Y6ncOVaXJ6xSJKVQFSitMrFzvVPfYunl9mjfr29UDc2mVlF+8fpi7DQ1w+/3gSffLkSYYNG0bFihXx8/OjdevWbN++vVgxDuw7yvHYs04VBYvFwquvvsq+ffvYvXs34eHhfPfdd4SEhBQaLz09k/Wrduf+/dNK5wNlTEwM+/fvJzw8nL179zJz5kz8/Yue3Rvslf0ZG/MOkCvOJ3KmwDE6JiaGtm3behQvPwN7r3ZOeXfs2EHM0XinH1ZJt439vRq/LnY8s/+6wSCtQGdI/m20Z88eHn300ULjKgU/r7Hl+1sxb4VzA0ZMTAz79u3DYsmrRmzbto3rr7/eKeYHH3zAa6+95vCcpsG03w8QGxvrtF2KW2Z3NHBZub/99tvZvn074eHh7Nu3jxUrVpQoCTAV/PHHH2z+cyGaxbE6lf8z5DxatWrlWbl1C7uX/wnAzz//jG5xrqpZrdbcfScqKoqdO3fy22+/udxf+/fvz6pVqxyey0pPI3LjBgBm/HXWoZEkp7x79uzBZrPl/j179myuv/56wsPDC90mOw4rDp+27zAzZsxwmg0/Z9tERERw6NAhfv/9d7p27erRtgH7b3feansyNH36dKeKmqvf7apVq7jttts8im+1wNwl0bl/G4Zi6h+ZhR5/PPmOdR1m/mX/ge6IOkt8fHzua4Vt85KwWjT++OMPDm9YbR/Sl23GjBm8/fbbDssuXryYp59+utDvNZemcWL9itw/Txw6SFz0IYcKYkmPm8ow2LP6bzLT8ob9KqWYOyfC6bxS2HdcoUIF1q9fT3h4OC+++GLu66mpWSz/66DTen/67Rz5f2Il+S5ME376/YLTTN4Afy4/QXJK3jH11Vdf5fvvv8/9u3v37iilHI6d33zzDW+88Ubu3ykpNv78y/FWeZu3n+R0nOPohvz75P79+xk/frzbMhdkGIrfl5wiPftSqjlL4nBx6MHLy4t3332XQ4cOsXfvXnbt2sWIESM8iA/LNtmIT3RMpDcetd8v2NV5wJP9KMuA2S4SLIBkm2LGCefhxK7OMXXr1uWhhx5yimEC38cqbPkOALGxsWw+m+Iy8QwMDCQpKYkffvihyLLnpwE/nbGvY9asWRScZ6y0xzUb9mHjKZmOjTHfXnKshBbn+G8C31+yd0Lkl5xu8EuUc8Osq+1e1DkF7PWSadudv+N5f5xzui7eXb3w1ltv5eOPP3ZY1jDgt2XnSUxy3CZGVhZxG5Y79eSWtG6Sfu40iYf2ODyXsD+SjPNxTsu62n9uu+02Ond2fcupzIvniN+bt/0OHz7M+cP7nRpOS3NsQJn27SHKxYQJE9A0zeHRrFmz3NfT09MZO3YsFStWJDAwkDvuuIO4OMd959ixY/Tv3x9/f3+qVKnCs88+i63AUP/Vq1fToUMHfHx8aNSoEdOmTXMqy1dffUW9evXw9fWlc+fObN26tVw+c1n6R2fnvnTpEt27d6dHjx4sWbKEypUrc+jQISpUKHpGwfz27opG0zSn1rbJkycTFhZG165dcyuNd955J2FhYSQkuJ/sxWLR2bsrFoCzZ89y6oLrayrvuusuIiMj0TSNRYsWMWrUKL7++usiy2sq2H0cbNlH+Y2XUrCSN+N2aV00IcaApsCWLVtczmpa0m0D9grPzl2XHJ6butzmcj0526hOnTrs2rWLdevWsXu3vYFCy71Vkv1NprLHeXyAfbc8cuQISamuW2N9fHwYM2YMkyY5D/EsilKwN/qS29cLK7PH68hZUT7VqlVj0qRJdOzYkWPHjgHQvn37Evf07ty5E++gYJSLbqycz1BcyjQ4scc+QdPGjRtdTrg0depUAgMDHfadnj170rRpU4/WqVssHNm7B6UUW/YmOVR22rdvD0DdunWJiIjI/Rtw2Ujiyo7DJq26wqZNmwrcus0u/7a5/fbb+fPPP+nTp49HB2xT2a/7VUqxadOmshqxlstmwNbdeT3Rq8NtnL3kev8o6ju2WCy5w6oNE35amsmz9/gQue8Cuq7n3p2gsG1ess+g2LJlC0a1umgWS+7++dhjjxEREcFvv/3G9u3bGT16NMHBwezcuZNhw4YVHVgpLuWrDEbvCsfjKZs9YGRlcSb6IDSoC0Bk5FGOH48vVozevXuTnJzMNddc4/C8psGvv+7i1gEtc5+LT8zkj1XxDr3QJf0uLsbbWLUpgZuuDXV4fsbcIw6baNWqVUyZMiX39R49erB582ZuuOEG1qxZk/vcww8/nLuMrsOMeUe4Y0Dd3Od2RJ5B151HbObskzVq1GDv3v9j77zDqyi+Pv7d3dvSe2+k95BAKKF36VJFkY6CHRGxoqLYELs/FVCkCCgioHSk9056ICQhJEASIJDec3fePzb3Jjd3b0ux8M7nee4D2Z09Ozs7OzNnzpkzaTh06BDOnxd3ZW9OTS2Py+kF8AkHziWXiFrn16xZA7lcjo4dO6KyshI+Pj7Ys2cPJBKJxnOJwRMg6co9+PdrPPbTeV5j9wh9NP2emvLDOR5zurFak6Fb8wEd3ZdWH8NxHGbNmoUVK7RjW9ypBf66Cwx3Ef4+e/aszjxOmjQJFy9exLhx4zBv3jxUVIhESBOBAEguF8Ykp06dblXsF10oASQXFGFgw9+XqgmSmjkHmNr+FyiBfRXA8CYB8JNvVKLOyHJ/6623jMp7dhFwv6wGqjjRhBCs3XJbtOnRNS7csUPb9bmunmDL3kLMnOiqPlZ8Ixt8tfga/haNTVgWZZlpAB5SHyo4uhdiH7BY/RkzZgwSEhLE6x3LouDoHthFdAYAvX1oa9qGupIiVBaJe9v81/g3RucODw/HgQONy1glTXarmD9/Pnbt2oXNmzfDxsYGzz33HMaNG4eTJwVDiFKpxIgRI+Dq6opTp04hPz8f06ZNg1QqxYcffghAmEQZMWIEnnrqKWzYsAEHDx7EE088ATc3Nzz0kFAvN23ahJdeegnLly9Ht27d8OWXX+Khhx5Ceno6nJ2dW1Mk7co/aoleunQpvLy8sHr1anTt2hW+vr4YMmQI/P39TZJzLfMmmGaLT/39/TFx4kTMnDlTw+ry+++/g+M4nDhxAgkJCUhKSsKSJUs0rlUqeVy9fAMAjFIKZDIZzM3NUVRUhIiICBw/fhwXL15Eamoq3nzzTdFr6pRA5k3BJTqxtNIod6b58+fj3LlziI+Px7lz59C9u+49TpMa9P7ExEStvUr1lU12djamTJmCM2fO4OLFizh69CiioqK05Kdnaq5fy8jTH+E6NzcX6enp2LhxI37//Xfs3bsXKSkpcHPT3AP2TjFQ3tB/6OscFi9ejLfeegtmZmYax11dXbF3716kpqZi//798PQU37Ksto7XaCj05TkoKAjJycn47rvvkJiYiKSkJERGRmL16tVISkrCmTNn4O7urlcWALi4uECpVOL+/cZAQKpZ8OzsbCxZsgQnT55Ebm4u5s6dixkzZuDUqVPIzs7GpEmTtOSVl5fjfr54NHkxCCEangZ3796Fj4+PVrrignxUV1XhypUrWucCAgIwduxYzJo1S6PuHDx4EL/99hskEgm+/fZbXL16FWfPnkX//v21ZPBKJa6np+PmzZs6J0l0IZFIsHbtWiQnJ+PChQta1hEJB6Q2RGNNSjIcrXnbtm1Yvnw5Xn75ZeTn52vUlw8++AAff/yx1jUV1UDy1fsoLDQcYbUpTk5O2LJlC5KSkpCcnIw5c+aIpku/VqxWcDNv8iYtZyCEYPHixTh37hw++ugjjXMl5UBxOcGVa0VgjfR17Nu3b4vq/uXLl3E744rGBE9xcTHmzp2LNWvWICAgAO+99x6mT58OnucNvteGh0NJdob6z5sZV416DmPrPcMwuH2t0QsgN9e09yuRSLBs2TJ0794d8fHxGDhwoPocIcDNm5qTkzfzKtR7kuuD4zjs3bsX58+fR0pKiqjXE8cB125ouytnZpdptMuq9+XhIexD1q9fP7z33nvo168fAKH99Pb2xunTp9XX8DyQma25fCctXf+ANi8vD1euXIGPjw9cXFywadMmnD17VrS/bUrq5XwolUpczdFWIgICAjBmzBjMmTMHlZXCcpCcnBwsWLAA77zzDgICAvT26ywDpFzVzPfFm/qXkhw+fBhfffUVTp06hb/++kvrPAGQUwRUiMyzXykjkBoYz6r6mBdeeAHBwcGIj4/Hn3/+qZFGwgBXmiz3SkpKgq5dMmfPno2lS5fi2LFj6j5j+vTp2LZtmzqNmHcQANQSILmgGDk5OVrn9OHq6op9+/YhNTUV+/btwy+//KLl/QUI1u6U28XqvxNaFzMOgGAFai4n5ValQfd8Vbnn5eUZ1/YASM1tnHivqOL1xiEANMeFzd+BCo5lkH5Nc130/evaQfZ05T8kJMRwn0KAihvZGocq83NF1yw3rz/Dhg3D6NGjsXDhQsTHx2P27NmaF/A8qvJuqP9MSkoCw+kfVzVtG1T9y7fffouEhASkpKSgc+fOotcVXc8SPU4Rp7S0VONXU6PdP6iQSCRwdXVV/xwdHQEAJSUlWLVqFT7//HMMGDAAnTt3xurVq3Hq1CmcOXMGAPDXX38hLS0N69evR3R0NIYNG4YlS5bg22+/RW2t8I0sX74cvr6++OyzzxAaGornnnsOEyZMwBdffKHOw+eff44nn3wSM2fORFhYGJYvXw5zc3ODk6P/NP+oEr19+3bExsZi4sSJcHZ2RkxMjIarWXNqamq0KgYAVFRUaQUU69SpEzIyMnDvnnZn/9xzz2Hnzp2Ijo5GVFSUlpsNAFSUCZ14WZnuxcqbNm1CfHw8CgoKwPM8fvvtN1y/fh0DBw5E586d0blzZ4wfP16nK0xZpdDzFtUZF9zq559/RteuXRETE4Pnn38eq1ev1pm2pKE4SktLtbZk0Vc2PXr0wGOPPYY+ffqgc+fOePPNN7Fx40atdDW1vHorm+pa3uBMfkREBEJCQpCYmIi4uDhMmzYN4eHhyMvTVgJLG4J46Cv7xMREHD58GPPnz9c4/vXXX+PcuXMIDw/H9OnTNQaypqLKs52dHUJCQvDjjz+iY8eO+OOPP3Do0CF8/PHHiIqKwoULF/Diiy8alJeUlIQTJ04gJycHW7duxcsvv6yhgFhYWKg9M7744gt4eHigR48emDhxorB+2wRUdVP1UygUJlxNUF5SLGp1iYmJQWZmJoqKxC35c+bMQXBwMMLDw9GrVy906tRJNF1VeZn6+zWFiIgIrF27FpGRkVi6dKmWmyshQGnDmEQ10DbE2bNnER4ejlWrVuHpp58GIAyAZs6cqdOz5M593dF+m5d9bGwsAOCbb75Beno6oqKiMGDAACxatEi0bVDyBNXVwsiwtILoXF6m6x0rlUp07doVr7zyitY1pZVAVXW9Wkk3hpbU/bq6OtRUaH+/+/btw/Hjx3H+/Hm89957yM4WBneG3quK+iYWmuqKCpOewxAMy6Kmolz9d3lZtdFlHxsbi/r6erz99ts4fPgwYmJicPDgQY1rKis1Na3ScuP2T1UqlZg8eTK6dOmCiIgIlJSU4Pnnn9dIwzIMysqVza7jUd1s66i6ujqcOnUK/fv3h0wmg6+vL/bs2QNPT0/I5XL0798fp0+f1hpw1dTwqG8SiK6srEavF0ZwcDAcHBxw5MgRrF27Ft9++y26deuGmJgYxMbGYsKECVrXsCxQVl6Dmpoa0WBlMTExyMjI0JiEBASPE29vb7z44ot6+3WWBcqaabtlRryCoKAg9OnTR29fUiaiEJbWG16fqOpjli5divT0dMTExGi5SDMASpu46peVlYkuAQoNDYWXlxf27duHVatWaSs8RnC3Qrdmq6td+/rrr3H69GmEh4dj2rRp6gmZ5rAAymsby79UiVav62YAlDarh6VVSoMTj037dmPbnpImdaesXLffoNi4UBdKnmh9t7WVFUKUSSPyP2nSJMN9CuFR36RdAwBllXbfKFZ/9uzZg+3bt2PZsmWIiYnBqlWrtK6rb7LVlTF9etO2ARD6l7Vr1yI6OhrffPON1pIfFXVVxnlV/NshYNr9BwBeXl6wsbFR/5pPqjclIyMD7u7u8PPzw+OPP672lLx48SLq6uowaNAgddqQkBCNidbTp08jMjISLi4u6jQPPfQQSktLkZqaqk7TVIYqjUpGbW0tLl68qJGGZVkMGjRIY0L338g/6s597do1fP/993jppZfwxhtv4Pz583jhhRcgk8kwffp0rfQfffQR3n33Xa3jnIQTdefWxbFjx7Bs2TJYWlri6NGjGm4MKiRSoWikejaUV7mncByHFStWYOnSpVi6dCm+++47REdHg+d5eHl5ITo6WtQVRioRGkq5kSGcY2Ji8Oabb8LBwQH19fUICQmBQqFQD7ibIlPdQyo1KcbDww8/jI4dO2rk197eXus+DCMEgwEAuZQFA/EBw6ZNm1BVVYXKykrMmjULERERqKqqwp07d0RSCyhkjDrv+njrrbdw7tw5LF++XH1s4MCBePnllwEIM57bt2839MgG81xYWIjMzExcunQJAHDhwgVkZmYiPT0dgODCNHbsWINyCSGYMGECgoOD0bdvXwwbNgxvvvmmejCyadMmAEBWVhaqq6vx+++/q+9nb28PGxsbg672Klrqzq1CLjdO6fbz88OWLVtgZmaGU6dOwcbGBuvWrUNdnTDg+Omnn0QHcxKp1OD7FSM7OxuHDgnRRjdv3oyVK1fCy8sLN24Is+EMA8gaWjWJRKLOhz5UA9LvvvsO586dw7vvvouJEyfi3Llz6s6kOQq57uFf87JXWX0GDRqknmW/e/cutm7dikGDBom3DQ1lYyZndA7Edb1jfTO3CpmwXMWUdfgtrfucRPz9Llu2DJMnT9ZYimHovapouv6fk0pMavcNQQgB18Q7Ra6Q6vSu0fWO9SGTadYZhdy47pdhGMyfPx8jRoyARCKBjY0NTp3S3HKLEAK5XHPgzbIMOI7RUkgPHz6Mfv36IScnR+1+eebMGcTFxaFfv36iz8JxgiwVUql4/d+0aRN4nkdwcDDmz5+PyspKDBw4UGOAZWlpieDgYK1rCRH6xJa0C4DQr3/00Uc6+3WCxj5XhUICGBr2r1+/Xmt9X3MUIllWsLo3mxHrY3RBAJg1KXtdHlSzZ8/GunXrwPM8du/ejRUrVmisbTQGMx3vFdBd55v2ubdv38bOnTt1Poe0ieeIGds2QZAUzQpZyjE6v1uxcje27ZE1qTsKuW4lV2xcqMurjmW1ZQltkPgDNM//ihUrsGDBAgD6+xRGqllnWKkMzWlp/WkqSyqV6h0LNm0bVHU+MzNT3Q6dPn1aXZeaY8jCTdHkxo0bsLa2Vv8tl8tF03Xr1g1r1qxBcHAw8vPz8e6776J3795ISUlBQUEBZDIZbG1tNa5xcXFBQYEQFK+goECjfVedV53Tl6a0tBRVVVUoKiqCUqkUTSPmEflv4h+tlTzPIzY2Vu03HxMTg5SUFCxfvlxUiX799dfx0ksvqf8uLS2Fl5cXvLxcwLKag4VLly4hMDAQ9vb2WjPXW7duxalTpzB48GA899xzePHFFzFixAj1eZZl4OMnvMzAwECDz6FUKrFlyxYsW7YMNjY2KCwsRExMjPq4Liugr7sVACDEUoFzxRV610RLpVJs3boV/fv3x4ULF2BlZYXS0lLI5XJRJTqooVMXy7++smEYBmvXrtXphq7C091MPRBnWQZ2VsB9EcNx8443IiIC5eXl2glVz8kBNg2eiobc+nNycrBx40YsWrRIZxpdA2yGgailVSzPffv21ShjpVKp9bch1/CmpKenIz09HStXrsSePXswevRoANB7D0KI1j0YhoHcwgLVesqzKfX19RrB2HTVS4WlFSxtbeHm5ob8/HyNc/Hx8QgICICtrS2Ki4tx7do1xMTEYPr06RgzZoyWZVCs/FmOg5tPB/j4+EDCMaLrlo2FEM39R3ke8HcT6mWHDh2QkZGh61I1Xbp0QUpKCvLy8tRubE8//TTefvtt0fQcC8SEOOicwDIl72K4OpqrFQlHW8bkyM26vi+WAWwtGXi5WZqkRLek7nt4eEDh7Yfi/Ftae4UqlUqDFuTm71WFpZuX+v/OXj4wZk9MY+s94Xk4eHqr/7a3szAo2xSsbTTv6+QgPqhpzuTJkzFgwAD07dsXZWVleP755zFgwACNNEol4Gin3T442Mlxp1Czjh4+fBizZ89Gbm6u2hp09OhR9O/fH/3798eMGTO08mBvK9OoM34dbCE5of3tqtrOgQMHYseOHWrlpHv37nrdCQFBifb3c4JUKoWrowwFhZpm4vj4eNF+Ky4uDrm5ufjtt99w7Ngxnf26Ugn4e2sGzvS0Ae6W61fm9PVXAGAmAaxFXqWrgtG5j7RYH6MLJQGcm8gPDAzUCDQGCIr11KlTUVdXh8mTJwMAzM3NMXv2bCQkJBhV/wEg0tUW1tbWLfISUqGrXeMB+Nlbqf/2kLR+H+r6BjlNCXBR6FzTbUy562p7AtwbFRJrSwlkUga1dbprTtNxob6lac4OmjMw1u7eOuM8NM9/8zX0YvlmOA7mrl4ax2Q2dqgpvANVzddXfwwhs7ZV/z8gIAC8jqjiutoGY8dS1m7iS/P+e7T3Xs6CbGtraw0lWhfDhg1T/z8qKgrdunWDj48PfvvtN63lkhRt/lF3bjc3N4SFhWkcCw0N1Wn9kcvl6orRtIIEhvqoXYtVZGVlYcuWLVi1apXGerhx48YhKCgIt2/fxs8//4xXXnlFdG1xUKjQ6AQFBcFMZriYBgwYgPT0dNjZ2eHmzZtQKpUICgrC4MGDRdN72QM2FsIMXicbC4NBxRQKBWQymbpsmrvzNUUCILyhXY6NjdWyROgrm507d2LKlCnw8hKen2EYrTUqHMcgJkIz+NvEXpJWb0UlYYGHu7PqiMqRkZEGZb7//vuYMmWK2i36wIEDmDVrFgBhrZZKQW2Op4tFm27dJEZzRcXd3R09evRQ/21rawtfX19kZbVsrU9ISAh8QiOM3k4iMzNT7eo1duxYWFpaaqVhGAauQSFgGAbdunUD02zNaWZmJv7880+tumNhISgcBw4cwJQpUyCRSCCVSjFz5kyte/BKJXxDwyCXyxHibVoj7evrq3YXVEWJvHmzMVI8T4CoDkKeu3fvbrD+jB49Gk8//TQ+++wzAMBXX32FDz74ALa2tqIeKgAQ4MHAwlwmGitAHwcOHMCTTz4JAHB0dMS4ceOwf79m1FGWAWIjndR/P9RVAj3GIaPhWGBINwnM5Aw6hjoYtKy1BpYV6o5zYIjRYwVD7xUQBoO2/o0WTJ+QMKO2gTGm3qtwDWyU3617IBSKtplnZlkGQ4YEaRzzcrdERJCZwb3k7ezsUFhYiLKyMlhaWooquSwHDOlto3V83ChvtceQivPnz8PZ2RmPP/64hhL96KOPws3NTSs4EMsyGDdKcw15VLiz3smvgwcP4vvvv8f777+Pw4cP47XXXlOfc3NzU6/Jbk5UuHC8U6iVVuT7zMxM7NixAytXrlQP7nx8fPDZZ59hyZIlCAgIMNivdwx10Ph7SgzXKmsoxwKPRrPgRF7iODfjt24qLS3VuTOGhAFGN8adQmxsrFaeR48ejWvXrsHT0xO+vr7w9fVF9+7dMXXqVOTk5CAqKgoKhQIcx6mVpOZ4ywFbMzm6dOli0hD/0KFD6jrp7OyMkSNH6kwb426v/v9gC8C2tWMGAOOb6QnRPqZNfhnT9ljKAF+XxnaD4xg8PMRBNIJ8U1TjQl0olcCYhxw1jjn4BelIrY0xfQpRKmHpE6BxzLFrXzSdOtJXf6qqqvTs2sLAqVs/9V+xsbEGAz02bRuMhZFIYePhbTghpdXY2toiKCgImZmZcHV1RW1trUb8G0DwOHF1FRolV1dXrWjdqr8NpbG2toaZmRkcHR3BcZxoGpWMfyv/qBLds2dPrQbm6tWrokFf9NGpSyjMzbWngmfNmoXExEScPXsWKSkpSEtLw5AhQzBu3DgkJyfj0qVL2LRpk0YkUkDYA7PPQCG4BMuyGN7FVnQwrlr7kpycjNDQUMybNw/vv/8+Zs6cicTERHz88cfq2bamcCwwulOjwFHONtB2rhHWD964cQM3btxAWloa3n//fZw7dw4XLlxQL9jXkg1glAIwa+gF+/btC3NzbV8zXWWTmJiIV155Bdu2bUNCQgJSU1Px6KOPalyrVBIM7qfpdjF1INfqPT3reWDG4Ma8KhQK9Iyy0asI3bt3D19//bVaiZ43bx66d++O1NRUrFu3Tmf5j+rnY+I6YdNgGe1ZYdXWUOnp6YiPj8fx48exdu3aFrmcSzgG/fr1Q3S/gaKdVvP1a/369cP8+fPx1Vdf4eLFi4iJiRF1ISSEIKRXPwDA0KFDRfefnjFjBpKTk9V15/jx4xg0aBCWLl2KH374Qb39jCrIjxhR3YVtpcb1czSoRDQlJSUFM2bMQFJSEl5//XU89thjGucdrYEugYLAkSNHitbJTZs2qbe4mj17NoYPH65WHM6ePYuSkhKda6FZFnioi6BYjRkzxqS8v/DCCwgNDUVSUhIOHz6MDz74QEth4QkwpGej1cDOmsXDfSSigzWxd6wLJQ/MHCG0Ml0iXYwOLNYSCCHo3bs3Anv2Fw1eI4ah9woIg0G3bn3Ufwd17gKFpZVWuqbt5o0bN/DBBx8YrPcMy8IjNALWjo0TGObmcowaHa7hxtxSeJ5g7NhIreMzxjsZ3Gd23bp1MDc3x5UrV7Bnzx4cP35c4zzHASP62cLRTrudnzTWV6sdqq+vx4kTJ2BlZaXufzMyMmBlZYUTJ05oTbAQQvDoOF+NY/16ekMm1V+HlixZgl69emHRokUICAhAcnIykpKSsHXrVjg4aCqzLAvEdrSFg72gAA3v4yhadaZNm4Zr164hOTkZaWlp2LlzJ5YtW4Yff/wREyZM0NmvMwwQ6MXCx0OzvoyLZCDSPRqNkgdmdhEvBz8LBv0coLVdlBhJSUlITU1FcnKyRmAxCQOMdQMcZI1CYmJi4GKmObkze/ZsbNiwQePYlStXcOvWLTg5OWH37t1ISUnBkSNHRL1zOACjG6p+U+u9McybNw+9e/dGamoqNmzYgLNnz2oNuhkAIeaAq1XjpKmcZTDLtuXroiUAJlgD9s0K2N1Whk4eMLptNtT2cCwwLkJ7Ccy0ca6iXkJi40IxWBboHGmJYD/NIIFySyvYRnSGMRtdG9OnsDI57KK6aBxz6t5fww1bX/25fv06HnnkEVy6dEnLMs1IJHCKawweGhsbC7mVLoW7EVXboCuImOYDsLCP6iK63Sal7SkvL0dWVhbc3NzQuXNnSKVSjfge6enpyM3NVW8NGhcXh+TkZI0lmvv374e1tbXaSBoXF6cVI2T//v1qGTKZDJ07d9ZIw/M8Dh48aNIWpP8I5B/k3LlzRCKRkA8++IBkZGSQDRs2EHNzc7J+/Xqjri8pKSEAyL6T35Nxj/UhLMsQtHKfcpZjSaduQWT3qU9I/NXthBBCdr8b0mq5TX8MQM4ulpCifVMIIYSUPRRDppqDcG0kf68jSIkHSMWzjxFCCJk1pSPhuNaXjepnbycjl08NJfmZSwkhhNzZFUfy1puR3uEs4dgWljsLEurFkFs/K0jeejNy//h0Qggha99u27JXlX/85vFk7ty5Lc6vMT9bW9t2kw2AXLx4kSzde4xIFWZtJlNmZk5e3LyHbLiYSsrKyohMoWjbsmdZ4te5C/n1UjIhhJDL6zsTqaRtZLMMyMtjJSRvrYLcPzqN1NTUEHsbiUky3N3dSV5eHrG0tBTPPwNy7ntzcv/MTHL79m3CcW37Ti3NQG4cnUoIIeT2kd7k5p/WZMcyi9aVOQPi48qQG39YkZt/WpN7F2aThx9+uM3zrvpJJSwpLCwkL+w8SRzDYwjDsq2Xy7LE0sOHDF+7m3xyLIEQQsg3x86RHpOmEIZpA/kAGfvaO+T1nYfIrxdTCCGEJCUvI7/8OrX19ZJlSFycDzlzdh45c3YeuZqxlhBCyK2Lj5LLf0URK4vW53/z/wJI9tFokn00mtxJe40QQkhO6gJy9fxY0r+Xa4vbf45jSN+eLuTq+bHk6vmxJC/rc0IIITeSnyWPjPZo037l6w86koKMj4S87+9FbCzbTjYA8uEzClJ4cTYhhJD7y7uQu+9Iyd13pOSZOJawTAvKhgXp2YFRy7n7jpSU/C706aXPdyZFw1myoXPrn+GvOIYUDWdJ0XCWlC+dTAghZFEnd8K2YdkAIPFdGFL+7mRy//59IjNhLKVQKAjHcQQAsbe3J1evXiVdu3bVSvdlAEPKFwv5LxvbiZQEMyTZD0QKoU82Nb8MQA77gJQEM6QkmCEVCwTZ97/vQpaP5dq0bA7PkZCSzcK7vRU/jWSf6EayT3QjkcEWrRpDfPNugFrWnStvEUIImbHlKAmdt7ht8s6yxG3gKNJj5XbyzsGLavk9Vm4nLn2HErSmbWZZ4tJ7COmxcruG/I4TphG0UZus+oUv+JDM2HLUKL3g34pKX1m6bTP5+q9d7fZbum0zAUBKSkqMyteCBQvIkSNHSHZ2Njl58iQZNGgQcXR0JHfu3CGEEPLUU08Rb29vcujQIXLhwgUSFxdH4uLi1NfX19eTiIgIMmTIEJKQkED27t1LnJycyOuvv65Oc+3aNWJubk4WLlxILl++TL799lvCcRzZu3evOs2vv/5K5HI5WbNmDUlLSyNz5swhtra2pKCgoI3eQPvwj1qiu3Tpgm3btuGXX35BREQElixZgi+//BKPP/64ybIenTEQ1rYWJq31E4NlGDz1oqYLcJcgSwyJYFrtrizIB6b3ZuDjqJnPd6wBK6Z1KyU4AJPNgLhmRvmnZnWCQs6aFGBMHy8/E6wVoAUA3p8uhZnc+BlgFQwEV+5Pn5Bpvb/BXe0Q4tU2ZQ80zCr34uDjboVnn3221dZzXfcY2Nkdzz33nDGTyS2SHx3sIGxcb2aGvjPEt0pqCX1nzoW0wUJvaWmJAZMeM9pd3BgIz6PHI43uhA42UrwyrvUusywDuNoBc4c2zlbLZDIsnGq8C9i7776Ls2fP4rXXXhNdB8kywOMDJfBwFF6qs7MznhjjbnJ918cL42Uwb+ZCHB3IYlxfSYtfAwPg/blmGt/WvHnzTF5rbQwcC4x/yE9taQx7fG7b1B+eR+SM57Tah7iJj8HKyUlr2YEpMBwH35hYBPfso3XO19cegwYHarlEmySfAWbNFt+hQSFn8cYz4q7NxsCywNA+NugcoduF9c0FUbCykJj8DCzLwNJCgrde7ih6ft6TgZAbsdTJEBzHIDrCBkP7N7rtyWUsXptm3Jpxg/JZwM+DxcSBYv5ewBsDWMR6GmcxbirT2QJYMV6/dWyos+CK3ZJSYgDM8gZibbXPPRnmBAdp27gSsgCmuQK+De5rdnZ2eDrc2WjZgYGBuHDhAhISEnDixAl1gMam8t1lwEQn7Wu9pQx+cBc0JVNZ6gx0ah5VrIGxEYzwTltZQCwDTO3EIMJV/D6fLfKDXM6a3M+zDDByoD2G97cXPW8X3gn2MXFGWaN1wjCQWlrDa5S2Vw8AeA6dCImZRcvuwbKQKMzhMWyi1qnQEeMhMbdom3afZWEdEgXroPDWy6KIcvPmTTz22GMIDg7GI488AgcHB5w5cwZOTsIH+8UXX2DkyJEYP348+vTpA1dXV2zdulV9Pcdx2LlzJziOQ1xcHKZMmYJp06bhvffeU6fx9fXFrl27sH//fnTs2BGfffYZfvzxR/Ue0YCwZv7TTz/F22+/jejoaCQkJGDv3r1awcb+bfyjSjQguFwmJyejuroaly9fVq/vMBVLKzO8/PajrV6v/+QLI+Hpo7mxN8Mw+HQyB4sWKIhN4VjA1RZ4a4x2x+vEASsalhm35BYcAG8O+MhW+5yrsyUWvxJhaKmK4XuwDHp1c8TE0eIBHgLdWfz8skyIAGxkzWIZQCIBVr0oQ4y/9kUSjsFXT7fNYIplABsL4N1pwmAqMjISTw5xblMlSHWfpU/FYuHChXC2lba5fJ4Ay15qHJRHDxsNr8jo1ikSLAvvjp3QcegojeMPTZsFew/PVslW34Nh0GnEw/CO0FxL/NQwDrEBLZ8oYSD01/+bK4NFs0HVzFGu6BbKGiX7nXfegZeXF9atW6d1jmMBJ1sGi6Zq1sXXZnrDw6n1kzwcC0T5s5g7Stu3lGEYfPq8GXpGcSaNS5iGSbmlzyrQv5OmYt6/f3+M7uvYZpNTqvuZyYG3n41VH7Py9EHII9rr4k3Fb9h42AdHaB2XKczw8MJFYFnTIo6rYFgWZpZWGD5voc7rFy0agtBQZ5OVUJW4RW8NQWSkm850j450wHPTTB8osAwQE2aBLxf56H12b08L/PS/nrC0kBjtms5xDCzMJfjpm57w9hRX0F2dFXjvlTDRc8YitP8MPn0nSitvjw+VoUck1+o6Sgjw5Utm6l0fmiOXMPhlsgTdfRijQv5wjBCQbPtMCVws9admGQYrOjLo7WB6vz7aFVgaxoi+Wzu5BP8LYlodmIsD4CwD3vfTvMcbMe7wURjnap2cnIyYmBhER0cjLCwMX375pcZ5HsDyIAYWOureWCsGK12FexmaTuUglOMHTsBcO90lyjIMvh0jgULS8jEbxwAe1sC7g3WXQqCvOdZ+FgIzhXF9DCC0C/3ibPHpm/562xT/Kc9AZmPfQkWaARgGgbMXQGIuHgNC7uCEsHmLBbduU+7BsmAlUoTOWwyFo3a7pbC2hf/UZ9HqASfDgJVIETh9XquNY/8u2nt7K9PK6tdff0VeXh5qampw8+ZN/PrrrxpBfRUKBb799lvcv38fFRUV2Lp1q9Y6ZR8fH+zevRuVlZW4e/cuPv30U60Acf369UN8fDxqamqQlZUlGtvjueeeQ05ODmpqanD27Fmd2wP/m/jHlei2pFPXILyy+DGwLGPSgEf1fU55cghGTegpmsbZmsEvz3CQS02bsVbBsYC1GfDbcxJYyMUFDDUDVtkJL8WU1R8sgA4csNtJd6COscM98NQM/dGu9cGxDPx9LfDVBzF6G7RuwRx2LpbD25lpuE6XPOFfFztg6yI5BkbrfuKIDiw+nCluRTAWlhHWDv7wohx2TQY+iyZ5wt229TPWTXlrFAt/DyHw3dcvBRhc82gKDAM8M0KCzmGN0/oMy2Lsm0vg5OvfImWXYVk4+fpjzOvvar1bqUyGca+/A6lc3mol3cU/AANmaU+ScSyDdS/JEOrJmDzgYVnh9/0zUnQP0c4fyzL4fr4Cbg4tV3Q5FpBLgbWvKWBlrplBcwWHNa8rYK5oeR3iWMDBhsEPLyt0KjkyKYN1b5ljXF+J+hp9sIwQ6X75q2Z4bLD4t/PxPH9YW7Rd3ScE+GiuAi4Ommv8fIeOg98I7X2BjcWj1yCETJql87xnaDgmvvMhOKkUDGt8y8mwLMxtbDHl4y811kI3R6GQ4OtvxiE21svoSQyOY8CyLN57byiGDTO8TcyC2W546zl3MDD8PlRLAwf3ssH6z/21trYSIyLUDlvW9kNwgLU6f7ryDQDBAdbYsrYfIsPs9ModO9wD8+ca3sFCDJYFJFIWP37eGb7e2oo6wzBY/ro5/D2NV1A0rofQXn75khligvSrZ9YKBr9N4fD+UBY+DY8sYRvj6Kocr+zNgBd7s9j/pAQd9ChxTVFwDDZ3YTDDW+ir9T0KC2Ed9Dw/4KcYBhI9DeJDDgwW+7ZcueAAmHPA7xEMrCWacswkLH4OZWDGtX4v5ze8GfSx1Z/PSTYMDvgAo6yE+zUdA3FoVJ4HWQA7vIDn7A0/t589g98e56CQmN7GcQzgagX8MV0CKx3jNRWxUVb4Y2UEOoYJyqrY0l1Vu2GmYPH0FHes/CjIoBeH1MoGEQs/hNzO0WQll+E4hDz1GmxDxb1IVFh2CETkq59AammjmVFRhHNSCytEvvoJrHx1B0Bz6NQDniMf1XneIAwDhmER8vQbkDvobpsplH+aB0qJBoC+g6Lx6Ypn4epuL1hiDLS1DMvAytociz6ahskzB+lN29mXxR8vSuBuZ9rsJgMgyBXYtUCCABf9F443B446A8ENfb6+Dkx17gkL4Jgz4G6gt1vwdBBemxeiteenMcR1ccAvK+JgY204CkuIF4sTy+TY9JoMg2NYrbJiAPSOYLFugQznvlSgc4DhajhloAQfzRKsuiZ3iCwglwHrX5Wje6hmIVkoOPz2jAQ2Zm2jTEzvyeDJvo2C+sXY4p3JbRThlwEGdGTxygRteXILSzz24ZcI7SNsfWPMzK0qTWjfgXjswy8htxCfsXbu4IvHP/oMMjOzlinSDANX/0A89v4yyBTi0bhtLRhse1OGx/sJ8o15FywDeNgz2PK6DCO76K78LnYs/lhihgAP05c0cCxgZ8Vgy7tmiPQTv0ewF4etS8zgaGP6JADDAN4uDP78wAweTvofWiZl8NV8c+z81ALj+0ug2vqTYwEJ1zjOcrVn8OpUOc7/ZIkRPXR/rw42Umx421yYGGyDuj//ERnG9hG3pIc8MgtRT8wHJ1cYVYcYlgMrkSJs8hx0fGK+wWt8Y2Ix+3+r4B4c0nC97vSqvaZDe/fHk9/9BAcvwy7/FhYyfP7FaCxY0A9e3rYAxBVRhhHa1gEDA7Hqp0kY8pD2fsi6mDXRGQfWh2DGeCdYmAn5l3CCpVYqEeoWywCDe9pg4xf++H5JB7371TbHx8sSf6wfgN/X9MPDw7wgaaY4SSQMRg31xOY1fbHt5/7o4K07inlTnpvlj6VvRQjWOCP7FZYBPNzMsGlFN/SIddCZzs6KxZallugTI1R2Yz8vjgUszYEf3jDH2H7GTcDKOAZzunE497wEW6dxmNqJxcgwBsNDGDwSxeCHCRySF0jwWn8OdmamfehSlsHnESySBzBYGAA4imTJTQ4sCmaQNoDB4hAWrBGN1YteDD4NYCBlTJ9495QDe6MZROiwpkdYMNgZycBaYroiraqVb3gzWOilN6maTgoGa9wZXPYH3nQUgoYNtwTGWQELHIBEP+A3Twa9zY0v+65eLPY/IUGEi3EbC6na70GBDP56QgJvA8q/ioAOZtiyPBx71kbisVHOMDdr/C4ZRjj/wcsdcH57Jyyc62X0d6JwdEXHt76Cc9zAhgzq+d4bzll4+qLjW1/CPlo7Or0YFp4d0On95fB7/BmYuXqqZTGcRNibuUGumZsH/B5/Gp0+WAELL1+Dcr1GPQafCTMbZ7qNhWUhMbNA6LzFsA2PMf66/whtulhcx4/y9/FA7l4eEu6N735+Cft3XcCfm0/gZs5dAFBbp/kG06C9gxVGTeiJ4WO7w8raXKe8pnT0ZnB0kQTLdvFYfYxHTZ3QPjRfW8s1HLNUAM8OYvHcYBZSIxvOSClw3BnYXQ38UA6crgXqmqWxY4AJ5sBsCyDUyOiiDMPgicf90LubIxZ9lIL45GJwHKO1BZaQfwZKnsDeToaFzwZjwihPk1xqGIZB7wgOvSM43CsluHWPoKyKwFLBwNWOgYuRs/hNmTZIio5+LJ7/thZZ+QQsA71WXtU76B7K4ou5MvVa1ub4OTHY+aIEjy2vx437+mWKocrH8wNZvDFS26107nApOJbBOxvqwDLadcUQDISGcXgXFt88LYNUIl52MnNzjFjwJkJ6D8DJX9bgduZVtTKhirLd9G9n/0D0fGwG/Lsajn7oFhiMOd//hF1ff4ZrF86BYVnRyN0a+eY4gOfRY9Lj6Pno45BI9Q9mLRQMls6QYWx3Ht/tqcfBRB6ENFiEGh65XimUhZsdMHOwBLMGcTA3YCkAADcHFnuXmuGrLbX4ZlsdCDGu7oztLcG7M+SwNeC2GerD4chX5nh/XQ02HKhXX68LlgVAgLmjpVgwSabT1VSM6EAO0YHmeGsmwf5zdbhbTFBdS2BjwcDPg0XfaOPddqP8OWx53xzTP6hCYSkxNpi2Go4VLNCvT5Xj6TG63y/DMPDqMwSOETHI3rMVuUf2QllTDTBso8JLeBCeByuVwrPXIPgNnwALF3ej82Lv7oGpS7/CtfgLuLTzD2QnXIKyTnMXA7m5BYJ69Ean4aPhHmTYQtwUiYTDhIkdMX5CFOLjb2Hb1mRkZhairKwGMhkHW1sz9O3rj1Gjw2Fvb1x/0hw/LwUWPeeBBU+4Yc/RYuTcqkFpuRLmChaO9lIM72cLF8dWhJMGEBVuh6jwznhrYUfcu1+N8op6WJhL4OiggIV5y4YEE0Z6okesAz5fnoEd+/NRX0809oBnIEw61CsJbK2lmPaIN+ZO9YNCYVg9s7VksPYdc/x+qA5L11Xj9n0CCSe0BU1pOmk+srcU78xWwMmuBZ45DIPevgx6G9YTTMZdweC1IAYLAggyKoDiOqFs7KRAoCXAtcBt9Ql3Br1tgReuEpwtFSzZ9TraNhaClXWOO/BmBwbmBtqJaEsG5zoBL2UR7LgnDBj1bY7HQnDfdpUJLtyGLNBiuEgYvKx7XsVkgpwY7J0twcZ4guVnlMi4JxxXBZcnEHYGAYAunsAzcRyGBYu70RsixN8cS172xZKXfVFTw6OmloeFOdeqCP8ScwsETH8ebgNGoODIHhRePAFlZYVGGkYihXVQBNz6j4BdZGeTPHIAgFOYwbXvULj0eQhlWZdRmp6C+spyEBBIza1gHRQBq4BQk8eAHkPGwja0IzJWf4XKm9nCXny6tiVkWYDn4dCpB/wemwupEVG+KZR/mgdSiQYAmVyKEePiMHxsd9y9XYzM9Fu4U1AEQghs7a0QGOwBdy/HFm31Yi5j8M5YDi8NZbHlAo/TGQSXrhPca4hF5GIDdPZl0DuIxehODMxMGCCrkDDAaDPhV0eA9HrgHi/MCPtKAHfWsJVdF8EB1ti8qgfSrpZi686buJRUhPTMMtTU8mAYwNPdDDERdhjczwWD+rqIBhEzBQdrBg7WbbOmpaMfhwNLFdh1VolVe+sRn9WgHDZYaXhe6BQZBhgQzWLGYCn6RhleL+nnxODwqxIs3c1j5RFedGKkOSrl2dUG+OZxDj0DdZfTE0Ml6BTA4vnva5F9m4BhjFsyxLKAmVQI2vZIb86oTsy/axz8u8bhduZV5CTF43ZmOkoL74JhACsHJ7gEBMOnYye4+Jvmhmnl4IhJiz9E1vmzOL99G7LjLwh55Dh1ZSS8oAhxUikiBw5B7KixcO5g2mi0ewiL7iEy3C4muJTJIzmXR0kFIJMAvi4MojqwiOzAiO7Nqg+ZlMHCR+WY9pAUGw/W4/cjdci5TbRmbl3sGIyMk2DaECkCPIyv+1bmDJY+pcBTD/NY/1cd/jxZj4L72i/Z25nB2D4SPD5ICncdEzvGYGfF4BEdwZJMIdKfw5FvLPDemmr8etDwBADQOMng68bgq3lm6Bhg3KDNzN4JYY/PRfCE6SjKSkfJ9QxU3xe2nJLb2MGmQwBsA0IgNTNtr1cVDMvCv3NX+HfuCl6pxP1bN1BedB8Mw8LG2QU2Lq6tXl/HMAw6dfJEp07isSHaAjMFi3EPiQcdaisszCWw0LFesiW4u5rh08VReOPFEBw6fgcpV0qRkV2OmholrK2kCA20QscIW/SNczI5IBnDMJg4UIZx/aQ4eKEeh87X49LVetwo4KHkhW8vKpBDbAiH8QNkcHX4dzvZSVkGYdq7s7WYYHMG+6IZJJYTrC8gOFkMpFc27lNtyQHRlsAQewaPuwIOUuO/AScZg59DGZwuIfgxn+DPe41KOgehv1U1F8HmwNPuDCY4waCC/nciYRlM68xgaicGl+8ACfkEV+8SVNcLe0CHuzCI8WCMdtE3BrmcNWqphbFYePnBf+qz8JvyDGrvF6K6sAAgPCRWtjB39VR72LQGhmFgHRAG64DWxTpoioWXHzq+9SXKMtNQcHwfSq+movb+3cYELAszV0/YhXeCS9+hMHM2fuL0vwhPAJ6037fRlssHKYZ5YJVoFQzDwNnVDs6u+td2tQQrMwYzenOY0bvNRWsgZYCI1hkfRAkLskbYS42NpVJJwLLGuQL/k8gkDMb2lGBsTwnulxGkXOeRlcejph4wlwMhnizCO7BaQaYMYS5j8O4YDtN6sFh3kseGMzzKa4RzKmsozwMqw32EB/BEHw6jYxgojBiUdApgcfAjOTYfV+LHffXIyBMENbWqqCx7PAHsLIHpAyWYPkjSIsu9S0AQXAJ0r1tqCQzDIKBrdwR07Y6ye4XIv5qOgmuZqC4rA8OysHJwhGtAINwCgyE3b5k1ToWLLYNhsRyGxbbt/pAudizmT5Bh/gQZyqsI0m/wqKwhkEsY+LuzcLBpXf33dWPx1nQ53pouR1EZQeYtHjW1BGZyBoGeLKwt/n3fl7UFg0+fNcOsEUqs21uH34/UobrBiCtpKH6eNG773DmYw6wRUjzUVaLTM0IfnFwBx7COcAzTv2avNbAcB0fvDnD07tBu96BoY28rw4RRnpgwynBaU+E4BkO6STGkWzt0iA8AHS0ZdAwQvsc6nqBcKUz2WnOt79fjbBjE2TD4n5IgtRJIqQDK6gWLrp9CUNKdW2Aw+DthGAZhLkCYgWV1/2YYhoHcwek/tVaYYRhYB4bDOlCIsl1fWYH6ijKAZSGzttXYs5pC+S/xwCvRFONpjcvRP4W9FYM+kRz6RLadouXvzODdsRzeGs3i6m0g8QZBXhFBPQ9YyIFQNwZRXgycrEwvL4WMwdSBEkwZwCE1lyAhi0dSNo/CUgIlD1ibMwj3EaytsUEsZC1QUP4urBwcYRXniKA48WB8/wUszRh0DmpbJb0pdlYMuoS0n/y2JqwDh4+f4vDebDnSc3kkZilxp0iom1ZmDMI6sIj052DXgrpPoVD+PqQsgxZ4sxvEjGMQawXEtqElnfL/C4m5hbAN1v9D2nvdMjVE/71QJZpC0YGEYxDmDoS5t73CwDAMInwYRPj8u90OKf8/kUkZRPpziPT/70wAUCgUCoVCofxdUCWaQqFQKBQKhUKhUNqRxv2c208+5e+DmsEoFAqFQqFQKBQKhUIxEmqJplAoFAqFQqFQKJR2hDewvWZbyKf8fVBLNIVCoVAoFAqFQqFQKEZCLdEUCoVCoVAoFAqF0o7QNdEPFtQSTaFQKBQKhUKhUCgUipFQSzSFQqFQKBQKhUKhtCN0n+gHC2qJplAoFAqFQqFQKBQKxUioJZpCoVAoFAqFQqFQ2hEanfvBglqiKRQKhUKhUCgUCoVCMRJqiaZQKBQKhUKhUCiUdoRG536woJZoCoVCoVAoFAqFQqFQjIRaoikUCoVCoVAoFAqlHaHRuR8sqCWaQqFQKBQKhUKhUCgUI6GWaAqFQqFQKBQKhUJpR3gw4Ntx3XJ7yqZoQy3RFAqFQqFQKBQKhUKhGAm1RFMoFAqFQqFQKBRKO0IAkHZcuEzXRP+9UEs0hUKhUCgUCoVCoVAoRkIt0RQKhUKhUCgUCoXSjtB9oh8sqCWaQqFQKBQKhUKhUCgUI6GWaAqFQqFQKBQKhUJpRwgAvp3lU/4+qCWaQqFQKBQKhUKhUCgUI3kgLNGONj5gZfVtLtfO0gMAIPMZCs4uuM3lS117AAC4/sPABoS0uXw2ticAwNy6M6QKzzaXr7AIBQDI3YdAYh3UprKlTnGCbLfBbS4bAKSO3QEAsg7t9G7dhXfbHmUDNJZPsLM9nCzN21x+BztrAECgkwMcLdpevredDQBA7v5QO5VPQ/m7DIbEqh3k23drN/lq2U6DILFsh7zbdRXkuwxuH/kOQv47uzvC09qizeWHOtkCAIKcHODUjnXT1iYUCoVzm8u3svQFAJjZ9YTUrEOby5dbRwMAzK1jIFV4tKlshYXQVprbdGmfPsUyHAAgdx4EiWVgm8uX2Ql1UxYwFErHdmj3vYR2R9J5KFjPtpfPhTbI7zYUvHc7yI/4e+RzvYeB9WvbMQ8bI8hu73drZhcHqZlPm8uXW0cBALp7OsHH1rLN5Uc62/2n5btZmrW5zH8CQto5Ojc1Rf+tMIT8d4u8tLQUNjY2KCkpgbW1dbvcQ8kTcGw7boxOCFimHYMMEB4M034OB+0pv73L5r9e9u1dN6n8f07+fznvVP6DLf+/nHcq/8GW/1/OO5X/YKPSV17Z/Cfk5m0/uayiprICn0x8uF31IkojD4Ql+qOjCSioa3u53T2dMLdrKN49dAnXi8vbTf7OpCTcK297+b5OTugTGIisrHWoqipoc/k2NmHw8hqJ0+nHUFpZ0qay3ew8ENWhE/YlJ+J+RduXjY+DE3oEBmFXUlK7yO/g6ITegYFIydyGyqrCNpdvb+uPAK8B7V43qfy/X/5/Oe9U/oMt/7+cdyr/wZb/X847lW+YDraWeGdApzaXS6G0hgdCic4tqcD1qrZ351a5pFwvLsfVe22rJDaVf6+8HHfKytpcvr2FMNtVVVWAysqbbS5foXABAJRWlqCo4n6byrYyE1wq71eU425ZaZvKBgC7hpnA+xXtW/aVVYUoq2z7CQxzhQOA9q+bVP7fL/+/nHcq/8GW/1/OO5X/YMv/L+edyv//A93i6sGCBhajUCgUCoVCoVAoFArFSB4ISzSFQqFQKBQKhUKh/Fvh0b5bXLWnbIo21BJNoVAoFAqFQqFQKBSKkVBLNIVCoVAoFAqFQqG0I4QwIKQ9d4Wha6L/TqglmkKhUCgUCoVCoVAoFCOhlmgKhUKhUCgUCoVCaUdIw6895VP+PqglmkKhUCgUCoVCoVAoFCOhlmgKhUKhUCgUCoVCaUd4MODbcS/n9pRN0YZaoikUCoVCoVAoFAqFQjESaommUCgUCoVCoVAolHaEEOHXnvIpfx/UEk2hUCgUCoVCoVAoFIqRUEs0hUKhUCgUCoVCobQjNDr3gwW1RFMoFAqFQqFQKBQKhWIk1BJNoVAoFAqFQqFQKO0Ijc79YEEt0RQKhUKhUCgUCoVCoRgJtURTKBQKhUKhUCgUSjtCo3M/WFBLNIVCoVAoFAqFQqFQKEZCLdEUCoVCoVAoFAqF0o4QMCDtuG65PWVTtKGWaAqFQqFQKBQKhUKhUIyEWqIpFAqFQqFQKBQKpR3hG37tKZ/y90Et0RQKhUKhUCgUCoVCoRgJtURTKA8whFei6nY+6ivLwICBxMISCmc3MCzXJvLrKytQeSsHyupKgGEgtbKFuYc3WIm0TeRTKBQKhUKhPAgQQsC3YwhtQsNz/61QJZpCecCor6zA3TOHUXj+GCpyr4Gvq9U4z0plsPD2g2OXPnDq3h8ScwuT5FfdzkPBsT24f+k0au7d0U7AsjD38IFz3AA4xw2ExMKyNY9DEaG+qhLl1zNQkZOJ6nu3QZQ8OLkc5u4+sPDxh4Vnh1ZPlCirq1BxIxu1RYUghAdnZgELL1/IbB3AMDR4CYVCoVAolP+/UCW6jagrL0VdaTHAMJDZ2JusmFD+fVSUluJaUhJuZmTiXkE+eKUSCnNzuPn5wTs4GN4hIf8qZUJZW4ObO39F3oHtIPX1AMRnJPm6WpRlXUFZVjqu/74a7oNGw2vUY2ClMr3ya4ru4drG71GUeA5gWYDXsfqG51F5IxvXb/yEnK3r4D54DLxGPgpW2jLrNOGV4OvqwHDc/3sLd3lOFvIP7UDhuWMgynqAYcGwjPCqGYAolQAAma0DXPuPgEvvIZBaWhstX1ldibtnj6Lg6B5U3rwumkZiYQWn7v3h2m8YzFw8WvQcyppqVORmoTwnE7UlRQAhkFrbwtLbHxY+AZCYmbdI7oOAsrYGJWkJKM/JRMXN61BWV4KVSGHm4gELnwDYhkVDZmPXJveqqygDX1sLViaD1MKqTWQCAF9fj6r8G6i6fQtEWQ9OroC5ZwfIHVzatM3k6+pAeCVYqQwM+99ancbX1aG+ohQAA4mlVZu1bYTnUXU7D5U3rqGuogwMy0Ju7wwLH3/IrG1bLV/1blV1k+E4mDm7wcLbHxLz1k2YKqsrUZyagPKcDFTm5UJZUw1WJoO5qxcsfPxhG96pTetpW0IIQVlmGorTElB+/Sqq7uSDKJWQmJnDwicAlh0C4dCpR5u8g/8itaVFKDx3DGXZV1GefRX1leVgGBYyW3tY+QXDOigC9jFx4GTyfzqr7QpPhF97yqf8fVAluoUQQlB+LR0FR/eg+HIi6krua5yX2zvBNrIzXPsOg4Wnb4vvcfPqVWQlJeFWZibKi4vBchwc3d3hGRiIkK5dYWXX8sHUvXuV2LPnCpKT83H58h1UVNRCIuHQoYMdwsNdMHBgAMLDXVssHwDu3y1CZloWcrNuoLqqBnK5DJ6+HggI84OTm1OrZLcXBdev4/Bvm5Fw9CiU9fVgOQ6kQWFkWBaE3w9CCOxdXdF7zBjEjRgOiUy/AipG7vW7OH0iHRlX8nDrxj3whMDewQpBIe6IifVFx06+Rg84y69n4OoPy1BdeBsw2p2HgNTX4da+rbh36RSCnlwIS58A0ZR3zx5F1vpvG63auhRoMfl7f8e9S6cQPOcVWHgZ9y1U3MjGnZMHUJKRgqq8XLVyKLW2g6VvEBw6xcExtpdBxf+fhPA8yq9noK60GMraanAKc8hs7WHh5WeyIqGsrkLO1nUoOLJLcwKD8CBK7fS1xfeQ+8fPuLVvC/ynPAvH2F7680oI7p4+hOxfV0JZXQXo2SajvqIM+Yd3Iv/gdjj1GAjfR54wetKwMv8m8g/twN1TB4W6xDANyg8jfGOEB8NJ4Ni1D9wGjoKlt79Rch8E6spLcWvvFtw+vg/KqkqA5QDCq7/nkiuJwnfAsnDo1AOewyYa/T2p4OvrcD/+DO6eOYyy7HTUl5epz0ksrWDlGwyn7v1hH9PdZKWOEILSqykoOLwL9xPPCZM8zeDMLeHcYyBc+w6DmYu7SfIBQFlTg8LzR3E/4SzKsq+ivqwEAMBwEph7+MA6KAIuvQbD3N3bZNmAMIFx78IJFKVeQnnWFdSW3AchBFJLa1h2CIRNcBSc4vqbNDHVlMr8m7h9fB+K0+JRVXBT/R0zLAczD2/YhXeCS5+HoHA0vd+tvluAgqN7cPv4X1BWVQgHGUajPzB394HrgBFw6tYPnFxhkvyKG9koOLILd88caewHmsm38g+BW/+RsO/UA6zE+OFlTdE93NqzGXdOHQRfWwOG49RtPgCUpCWAKJXqtsFz+CMtqj/tASEEhWeP4Mau31B9+5bWd1sL4b2r2lfHzr3gPXZKi94xILQTFTlZqC4sEOqmlQ0svf0hd2zbCaq2oub+XeRsWYvCiyeEMmEYjfFDfUUZqvJv4vbxv8CZmcOt/0h4DJ/4wCvTlAeD/zdKNFEqUV9ZAUKUkJhbtmrWt+pOHjJXf4WyrMs6LXI19+/i9vH9uH10L+wiu8B/6jOQ2ToYfY/kEyewf/16FFy/rp5hVylyWYmJOL1zJ1iWRWTv3hg6YwYc3NyMll1cXIWvvz6BvXvTwfOqNq2xI0xIqEJycj42bIhHUJAjXn65Lzp2NK3DSr6Qih0bdyP5fCoAgOVYoYEngLKhcwyOCsTIR4ehc6+Yf0Xjr6yvx6FNm7B//QYAAN9Q3nyTzrxpx36/oAB/rliB07t2YfKrr8AzMNCo+1xJvYmV//sLSfHXwbJMw72E8r/GFODSuSxsWH0Ubh52mPZEfwwa2lFv+RSnJeDy/5aA8EoTFOgmEILqwttIXvoqQp9/G7ahHTVO3/prG3J+X2263Kby7+YjeekrCJv3LqwDw3QmrbqTh6x1/0Pp1RRhMMJraoh1pUUoSjqPosSzyP71B/iMmw6XPg+ZXH8Iz6PkciJun/gLVbfzoKyqACtXQG7nCKe4/nCI6dFiy3ldeSnunDqIgkM7UXP/rtZ5M1dPuA0YCafu/cApDFtcq+8WIPWLtxpd542awABACJSVlbi68hMUp16C/5RnwXDaLt7Kmmpc/WEZipLON71Yv+yGPNw9fRjFKZcQ8twiWHXQXf/5+nrc2vs7buz8FQDT+F4J0fimAIAo63H37FHcPX1I8GJ4+PEWDahqiu6hLOsy6ivKwbAsJJZWsAmObLW1DBA8AgqO7kFFbhbqK8vBSqSQWtvCoVOPFi2RuBd/BlnrvkF9VUXj++Wbl0vD3zyPe5dO4d6lU/Ac/gg8hz9ilMJy7+IpZG38XlA8GVYY6DehvrwMRSmXUJR8ARIrG/hNfgqOnXsalf+aokJkrv0aJWkJer1UlJXlyD+0A/kHt8N9yFh4j55s1EQY4XkUHN6FnD/Xg6+u0lLeiLIeFblZqLiZjfwDf8ImLAb+U5+FwsHZqPwTXon8gztwY8cvwiRSs2eoKy1GUfIFFCVfQM7WNXDtNxzeY6YarYjWlhTh2obvcD/hrGj5EF6JyhvZqLyVg1t7t8Cpe3/4TnrSqKUwmt8WNGU36w8q83Nxbf13uLlrEwJnzodNSJRB+crqKuRsW4eCw7u02+Rm8suuXUVZ1qcw9/BB4KyXDE7yqCbvrv2yQlDMG/Ku3SYoG/6tx92zR1B47hh8xk2H28BR/6gHQm3xfWSu/RrFqZegnnjkRWY1m7R3hRdP4H7CGXSYOAsufYcZ1XcRQnDv0inkH9yBssw00TRyeye4DhgJ1z4PGdWv6IKvr0flreuorxAm2CQWVjD36GDSpIiKO6cO4trGFeDra5tM/Gr3LaShfJRVlbi5ZzPunjuGoCdfhpVvUIuf498K385rottTNkWbB1qJJjyPkitJyD+8UxggNp0xDQiD24CRsI/uZpJCfffcUWSu+Vr90esd0DakKUq9iEtvP4OQua/BNjxGr/yq8nJs/uILpJw8qW5cSbN7qJQ6nueRfPw4Uk+fxui5c9F9xAiD+T97NheLFu1DeXmNWnET++aUSuFgZuY9zJmzBVOndsIzz/RQK326qCyvxJqvNuD43pNgm3RuvFK7nDJSMvHZG18jtncnPLlwBqztTJvdr66oxPmDh3Bq127cK7iNutpayBUKuPv5ovfokYjq2QOckQ1/XU0N1ry3BOkXL5qmiBKCu7du4et5L2LaokWI6BGnM6lSyWPtykP4Zd0x9bvlm/neECKkA4D8W0VY+u5WHNqXhNcWj4eNrfbA/G7GZUGBVta3TIFWwfMghODyN+8h4pWPAX/BTffqgZ2tU6CbyOfrapH21WJEvfGpWn5T7pw6iKz13zX5tkQGI4B68K+sqsC1Dd/h3sWTCH7qVaOUI76+DgWHdyH/0E5BKW02oK3Kv4ni1EvItlgBlz7D4D74YaOtToTnkfvnBuT9tU3vhEZVwS1c27gc1zf/BK+HH4f74DE6B1LC5MYrqCsvbeH7Fa65c/IA+LpaBM56SeOssqYaqV+8hfLsjBbIBkB41JWVIHXZ6whf8D6s/EK0kiirq3D5f0uEiRFjaXj3eQf+RPHlRITPXwKpleH3QAhBaXoS8g/vEhSWZmXGSKRwjhsA137DTbbiEkJQeO4Y8g78iYqcTC2FoqrgJkqvpiBnyxo4de8Pj4fGQeFseHLz5t4tyN26Vksx1EtDnb25axPKs68i5Jk3dCqjfH0dMtd+g8KzR4R7AFoKdONDCsfry0txdcVS3O/aFwHTX9A7oVSSnoLL/3vPeC+VhvN5f21DUdJ5hM9fApmtvc7kdWWluPLdB8KktTqfOsqpQXbJlUQkvP0MAmbMg2OX3nqzU1tShCvffYjy7HQtORo03JMolcg/tBP34s8g9Nk3YeHlp1d+cWo80lcuhbKmWrfsZve9e+4oilIvIfTZN0W/KRX1leW4/PW7KLuWrjON2DPUFhch9fNF8B47DZ7DJuhMXnP/LlI/X4TquwUN+dPRJqvlC/mvzL+BxA/mI3Dmi3Dq1k9HVghyfl+NvP1/GJd3FTwPAh7XN69CeW4mAme8KDo5KIayuhJ3zxxBwbF9qCksAF9XC1amgLmHD9z6jzDJA6O6sAApy14XlqMIT2R0/nm+Ftc2LkfVnXx0mDhLryJdXXgbmWu+EtpPRveEgWDxXYP8/X8iYOY82IbpH2tqXV90D7eP70PBkd2oLy/VOCextIZrv+Fw6T0EcjtHo+Td2PELbuz4xaQ8AAAIQc39O0j55DWEPLcIduGdTJdBofxN/LcWEZlAydUUXFo0F2lfvo2i5AvaM6ZZV3B15Se48MpM3D17xCiZd88eQcaPn4HU1xlvDQKERrOmGpe/eQ/FqfE6k1WWleH7l19G6unTAIyLssfzPOpra7H1m2/w188/6017/Hg25s/fjrKyai3lTbd8Id3PP1/CkiUH9F5XVlKOxc9+iJN/nVbnzRjZl04lYNGc93Dvzn296VXU19Vh2/KVWPToZPz+v++Qdz0HNVVV4JVKVFVU4FpqGtZ88DHeenQKjm7702A58jyPdR98gKumKtANEJ4Hr1Ri3ZIlyEhI0HmPT5Zsxca1x0CItvKsj4vnszBvzo8oLqrQOF5ZWYmjn78rzNK3xexjg1Xw6splqKupRmZmJs788GXr5TaRz9fX4uoPy6Csr9M4VXB0LzLXfGX6twWg5GoyUj59E/WVFXrT1VeWI+2Lt3H999W6rboqJaKiHLf2bUHShy83DiD1wNfXI33lJ7i1Z7MRExrCOb6uFjm/r8a1jcu1JspUMq9894GgQJtYJmKoFMCmZK79WlCgdSlVxkB48PX1SPvq3SYDSgG+vh6X//c+SjPErSeGZRNU5uUg9YtFjUqIDuoqypCy7HWkfv4W7ieeF30HpL4Ot08eQOKSechY8xX4em2XY9FsKJXI+vlbZKz6DBW5WcJBHQoFX1eL2yf3I/H9Fw0+d8HRPYICDbTYi6Q4LR7pK5eJtnN8fT3Sv/8YheeOmnaPhnSF54/hyvcf6iyn0qzLSPvqHfC1NabXUUJQdfsWUj59HXVlpaJJ6spLkbLsNZRlG6kkqmiYtLv6wzLcOX1YZ7LakiIkL30F5TkmTiIRgtrie0j+5DWU52TpTFaUeglp37wrWLdNHDPUl5ch9bNFKMu6IppEWVuDtC/fQdn1FkyANXzvudvW4dZf20ST1JYWI+WT101cItQAzwM8j4xVn6Pw4knRJDd3bTJdgW5G4dmjuLZxueHs1Nfh+uafcH7BNFzbuByVN69DWV0FolRCWVUhjAd/WIYLC2cg74DhMUN9RTlSPn1TaO9a0TbnH/gTN3f/pvN8xY1rQjuisj4baqcJQW1pEdK+fAe3j+8zKg+E55Gz7WdcfG0Wbu76TUuBBoRJtZu7fsPF12YjZ+ta0f6qKflHdrdMgVbB8yC8Ele+/UDv9/VfRGWJbs8f5e/jgVSi78WfRtrnBtwfm8y4Z6z6HLf2btErszIvF5mrv2p5pggBITzSV3yM2mJtZZHneaxbsgR3cnMNNlC6OLBhAy4eOCB6Lje3GK+/vgc8T1qsb+3efQUbNohPAvBKHp+88gVuXc8zqDyLXXvv7n18+NIy1NbU6k1bU1WF7157E0e3/Yk6VdpmD6Qqv4rSUmz9fgV++/pbvXk6s2s3Lp891+qtAQgh2PDxUlRVaCtzG1YfxcG9SS2SyysJ8m7dxzuv/qLxHG+//TbK7xa0TgFqDuFRc+82Dq9ejhkzZrS4LuqE51F5KwcnN61THyq7dgXXNn7fOpl5Ocj6+VudSZQ1NUj9/C2UZl02ydpXc/8Okpe+gpqiQp3JCCHIWv8t7sefNjXnAIDbR/cg98/1WseT/9goBPdqw3eQu+1nFN64DgC4fvoo7l040Tb1h/BQ1lQha/23Gt/RrX1bUHo1uXX3aKgzOSplU4S68lIkf7wQZdcaFA59FrOGc3dPH8KVb983qEgTQpCx5ivcOblfdcCoPAt1blFjnppRcisX2b/+YFiWIQhBUeJZ3DmxX+vUzd2/oShFexLZFNnFqZdEB/r1lRVI//7j1k3i8TyqC28ja/3/tNpfQggyfvoCVXfyWvUNZK79ChU3srWOE55H+vKPhSUXLZHfoKhf/uZd0Qm8mqJCpC//WCibFk2QCJNTl7/7APUV5Vqnc/9Yj/KczFa3Dzlb1mhZsgkhyFr3DWqKC1stP3P1l6i5p7ms5c7V1NYpWU24fXyf4HWiA2VNNdK+XIy8A3822ami2ftQT56W4fpvq5D18//09n3Zm35AbfG9Nmmbb2zfiHKRiZCaontI/WyR6RMwDXUt6+dvcS/+jP6kPI/MNV/i1p7NDfVUz30a1nnf2rsFGT99rrN8SvNu4vqmH43Pr877ERBeiYxVn4GvqzOcnkL5B3jglOjSjFRcXfGJyetDc7auxZ1TB0XPEZ5Hxk9fgBjrrqMLQqCsrUHWeu3B/tndu3EtKclkBbQ5f3z7LUru3dM4xvM83n13P3ieb7XBcvny07h+XXsSYNemvchMy2px/nklj/zcAvz+0x860yiVSvy05ENcS00zSeE9tWs3dq1ZJ3quuLAQ21euNDW7ohBCUFFSgt0//aRxPCujAD+vOtIq2bySIDUpF39sFgYLxUVl+Prrr9vGAt0cQnB260acPHmy0bW6jTn161pUVVVBWVeLjJ++aHQzbSk8j3sXT+DepVOipzPXfY2KG9dMH/TwPOrKS5H21WKdZXH3zBHcPXWwVe/i1p7fNbxUCgsLkfibbqWxpRDC4+AP36C+vh5nf/yy9eXeFJ5HUeI5XLso1NGSW7ltNlAGISg4vEuYBGl+2/p6XP5mieAxYOJgszgtHtc26J/Aydu3VXCFNvX9Eh6E55H29buoLS3SOn3yu09A2nACLHvTD6hrCLQFAPevZ+Lmrt9a30YQgpu7fhO+nybkbF2DuvKS1k/C8Dzux5/B/Uuak1B3zxxBccrFNlFUMlZ9rrXOtuDIbsFFvDXyeR51ZaW4vnmV1qmsdf8TlLbWlD/hUV9RhuxNmpMtd6+mIf/An23T/jOMML5pUj7XTx0WlsC1Qdnz9XXIXPdN4988jxPffNR2bQ/DIHPdN6irrtI6RZRKpK9YitKMVJPK6s6J/cjZJj5myE+Jx90zh9tucpNhhCWCTdf4E4Ksn/+H+urKlt+HYZC19muNNqE5uX/8jLtnjpgsuvDcMZ2TmqdWfNZ27RrPo6rglpYH1X8ZVXTu9vxR/j4eKCWaEILMdf9r8Qd8beNyKKsrtY7nJV0UXPjaotHkeRQlnUfFrRz1obraWuxds6b1siGs7T26ebPGsVOnMpCSUqBe59waCCFYs+aCxrGKsgpsXiXuEmaq7J2/7tHp1n3x4GFcuXCxRdbRA7/+hlvXtK0Rh//cDqWRLp3GQHge5/buQ1lJY8e1ZsVBfcGOTWLtD4dRW1OHP7YeUgdoaw94pVJjTXtbU1NZgU2bNuH6ycOovpPfNt8WwyD3zw1aEyzVdwtw7/zxVlnLqvJyUZRySfR03oE/Wj8gZFnkHdyu/nP16tXg22MCg+eRfuoYVq9ejari+20/CcOyOP+nYLW8vFu/d4/psjnkibie3k84I6xnbUkdIgR3Tu5HZf4N0dN8XZ1BLyX98nkoq6pw+/hfGocvXbqEO1eS29TLQHAjb/REStqyvs3aHTDAzd2/q/+sKinC7RP721SRuLmn0dpNeB43tm9oG9kNnir3k86pDynr6tpwgofHnZMHBLfnBgozrwjBptpozHD3zGEN+Sl//iLEc2gLeB7Vd/JwvyGwICEEib+vazsll+dRcjkBFTeF/vevv/5Cad6Ntqs7hKC+vBQpR7Q9MQrPHxMmYlowJszbtxXludquxKk7fmu7sgfU9TM3uXESteRyQusnkAhBfXUlbu7eLHq6+t4d3Nq3tcXi8/7ahupCzaVOqampKEhpo3qvhiD/4HbwItH+KZR/mn9Uie7QoQMYhtH6Pfvssy2SV5qRKmwx0GRgmJ2djStXriA+Ph7x8fH44Qfd7nN8bQ3unj2qdfzK3m1ajWZTuVeuXMGrr75qfEZZFreP7lH/eeHIEVSVa7trWVpaoqysDD/+aLxrDM/zOLd3L2qrG9cP/vrrKXBcY4eoKovU1FTU19er//7111/Rt29fxMfrXretVBLs35+BkpLGWd+Duw6jrlbT3aZp+aSmpuKZZ54x+hkO7dB+BwBw9I8/tQJwEEJgY2Ojde+OHTUjTLMchxM7dmpde3DbNi2lPDs7G5cvXwbXJFjJ+fPn0bdvX6PyzyuVOLRTuNftgvs4czIdvFK8TppaNhXl1Th6KBU7tx8Ttfq3pM7ofI5m8jmOw9tvv43Lly8jOTkZ8fHxWLFihVb5GwPDMPjll19wec9WrcFa0/JJS0vDhg0bYG5ujunTp2PbNj2TNYSgKv+GlvtswdE9Wt+vvmdZvHgxLl++jDNnmrjCsSzyD+3QumVh5mVU3sjW2+bEx8cjIiJCf4HwPIpTLqoHyqtWrdJScE1py/TCAJ999plWVNvs7Gzcvn0bkibB+Pr16wdCCL744gstMSNGjMDhw83Wm/I80k8fQ05ODjIO7dEaTLXq2+KVuJ9wFuX3NV3r8w/t0Aq4I9YG6IRlcfvoXtFT9y6dQn2lZtusr+0XrTtEiCzd1NL3ww8/gGE1gyGp5CYkJCAjIwN//PEH4uKEQIXvvPOO6DvQoMFaTwjB7du3kXPmmFb5jx07FhcuXEB8fDwuX76MgwcPGhfZnudxL/4Uyu8LXk6Zh/borZ8mfbcNea/IvYa8q4KnQX7yxcblWE3kN3+nhw8fxsMPP2w4/yyL/EON7X/uuePq6MNN5eur/x07dsSkSZN0yr99rLEOpf/1pxB4rpl8Xe/XmPyr1rgWFBQg5+wJ0W+rNWOSgsO7AAjfY3Futtb7bVX7z7IoaPjGli9fLlr3dbULq1evxrx58/TLZxhc+FNbWcw7uENv/6JqR0XvwXIoOLJb41BBQQFuXjwtWvamtJ1asCwu7mxUaPMP7xIdcxrdpqngedw+sR/KmhqtU7eP7dMoG33jQl15vn1Mc931jz/+qPVuAUAqleLjjz9GRkYG0tLSkJSUhGnTphn9GHWlxbgVf85wQgrlb+Yfjc59/vx5DWtaSkoKBg8ejIkTJ7ZIXsGR3aLb4kyaNAmJiYmi17As20RZYJB/aAdc+gxtEj2ZR17SBdGZNZVcd3d3pKWl4dChQzh//rxWOi14HkUpF9V/Jp0+3SwfjfIvXryIcePGYd68eagQWWsrRm11NXLS0hDVoQOUSiVOn87UsELHxAhRG318fJCQkKD+G4BRg9n6eh7x8XnwbQhue/roWcHi0cyopSofb29vJCUl4fjx40hOTtYrm/AE549fBJr1/znpV3Ezs+UBJnilEuf3H8ToJ2bBzEKIcn3t2jWU3he3esvlcsyePRsrW+LqzTBIvShYLc+eThM19rWkbACA5RicOZmOrAxxy1lL64wxrFq1Cvb29oiLi0NxcTEAYMKECbC3t0dJiW6XMTEIITh79qzO61TlwzAMduzYgRkzZhj3LCyLksuJwJBBAID6mhph8Nns29L3LK+88gr8/PxQUNBklp3nUZKWgOo7+RoRly/v2WZym6Mv77eP7UVNZDCuXr0qmqRFcptBCEFWVpaoR0dubi5Gjx6NrVuFAd3s2bONa9M0b4DNmzdDWas9cANa+W0RgtyURGDCEABCrIqyTG0Xb0NwHNfY9/A8bp/4C95jtbcsyj+0U3Q7KF1tv2jdgTAIvJ90Hg4x3QEABw8eFF0e0PT9jh07Frt378ZDDz1k9HPVFhWirPAujh27piXf1dUVK1euROfOnZGbmwtA6AuMXhrD88hJvgRMGCz0iXraNZO/WwBgGFxPOA/gceQlXgDDcm23nITnUZqRivpaYU1sXuIF0e9WX/2Pjo7GmDFjsGnTJlH5Tfv0m5fOia7L1/V+z50zoCDwPIobPGFOnNAdx6A1Y5LSzDTwynocPnwYDMtqtQ+tav8b2k9CCI4ePSr6XlvbLuRnXkFVVePkfnlOlhBFX4Tm7ejq1atF8qzE3TNH0GHCTPXOD6dPn9bpvdOqtpPncT1R8PBT1tW12TIGAOBrqlCamQqENUaR5+vrcPuY5iSnvnGhrjwXHNsLr1GPqXcG0PVu16xZA7lcjo4dO6KyshI+Pj7Ys2cPJBIJfmq2/E0MhuNw54oJuzv8i1ESAmU7Bv9qT9kUbf5RS7STkxNcXV3Vv507d8Lf399oi19TCCG4n3BGf0AZANOnT8ehQ4fw+++/IykpCV27dm0qBVX5N1Fzr9FtKjMzU3QWryl5eXm4cuUKfHx8MGDAAJw6dQqXLl1CSkoKZs2aJXpNTeFt1DQEC8lKTRW1Ks6ePRtLly7FsWPH1DPg1tbW+OGHH5CcnIyEhATBYtUMhmVxM1PoPK5cuYLaWtPcYCQSCb799lskJCQgJSUFnTt31jjPcSyuXBGsBIQQXE3NEB1QqcjNzUV6ejqGDh2Kc+fOIT4+HufOnUP37t1F09+6nofaWs0AYymnToM1chsLXdTV1iL9UqOV/eLFizrTLl68GG+99RbMzMw0jq9evRqrVq3CyZMnkZ6ejjVr1kCh0Bx4E55HeoNCfCU1Bxyn+zNTlc3GjRs1ZqyfffZZ0Y6dVxKkJOaivl68novVmenTp2P//v3YuHEjUlNTcfLkSYSGhmLr1q1IS0vDvn37YGGhf19bf39/TJw4ETNnzlQPoADg999/h7e3N5KTk/Hdd98hMTERSUlJiIyMxOrVq5GUlIQzZ87A3V17n3FjFG+ZTAZzc3MUFWmuKXVzc8O5c+cwc+ZMzQsI0diuqSgnC8oqzSUa+p5l/fr1MDMzw19//YWvvtIOJFiSrhkcriA10WCbAwAKhQK//vorUlNTkZCQgH37RCKn8jxKM9JQkHnVaMVm9erVWLFiBfbv349r165h1apV6NKlCw4fPoysrCx89tln2hcRgnodSxhWr16tbrOsra3RvXt37N0rWJBU7cLVq1dx9uxZ9O/fX1QGw3I4cuSITndQXd+Wk5MTtmzZgqSkJCQnJ2POnDmisvOvNirNRSkXjXY7PXz4ML766iucOnUKf/2l6V7N19ZobqEEoL62RnAT1+MK2rTtP3nypM66w7AcSi4nAABqq6qQlWV4QnDbtm1Yvnw5Xn75ZQCAl5cXDh48iMuXL2P79u2wtxffFio/4zIuXryote2Pi4sLlEol7jeZOFR5HcXFxSE+Ph5JSUlYtWoVEhIStPphhuOQly6U0b2sdOhr9Jt/t5aWlti4cSOSkpJw/vx5+KpmYDVuwKgt0XczLpukQM+ePRupqanqZ9Ds1xvgedy5LpT73atpot+trvovk8nw3nvvoX///oiPj8f332uvo6/My0V9bS3u3buHKj2BCFU0fb8jR45EYmIi4uPjkZycjNGjR4vIz4Gyvk703Tanab0EhG8uIyMD586dw5IlS5CdLRJorb4OhbnXcemS9rIVY9p/fWMGAKi+m4/C3Osa1zdFV7sAAKGhoThw4ADS09OxZcsWSEW2XCM8j6Skxvb5fuLZVrtdk/o6FKclqP++dOmSzrLX13YCwCuvvIKkpCQkJCTg9OnTWs9ZVngX9+7dQ/GNbK31+2L06NFD43kBoY3TqjssqzWZUJ6TKRqsrjmOjo7Yt28fkpKSkJiYqKXwKisrUHZNmPBV1tchJUVb0Q0ICMCYMWMwZ84cVFYKfXFOTg4WLFiAd955B4Dh+kmUShS2YLKUQmlv/jVromtra7F+/XrMmqV7z7yamhqUlpZq/FTwtbUgOgaGmzZtUrum2NnZoVu3bnjjjTcQFRWl6XbXQH15o5tXXl6ewbwHBwfDwcEBR44cwaVLl9CrVy906tQJvXv3xttvvw0PD+09cQGgvEgYzBQXane4oaGh8PLywr59+7Bq1SrMnj0bAPDll1+itrYWUVFRiI6OFnXZYhkGpQ0yb926ZTD/zQkJCcHatWsRHR2Nb775Bh988EGzFAR37ggNcHV1NSrKtdeRNyUiIgIhISE4fPgwunbtipiYGDz//PPis78QgowV3SvWOFbe5F23hsrSxndbUFCgs64lJibi8OHDmD9/vta5bt264aGHHkJoaCjs7e1F05Q0DB7v3ClW7/sshqpsTLEulhSJW3Z01RkA6NKlC1599VWEh4cjKysLO3bswFNPPYWwsDDU1tZi+vTpeu/ZqVMnZGRk4F6zoHUqQkJC8OOPP6Jjx474448/cOjQIXz88ceIiorChQsX8OKLLxr9fEDjN1tQUACe5/Hbb43rJSMiIrB//368+eab2nWIECHabgM1zVw2DT1Lz549AQC9e/cWce9jtQYedZXiA5GmbU58fDzGjBkDW1tbhIeHIzo6Go8++qjodXXlpahstk2ULrljxowBAERGRmLkyJEIDg5Gnz598Prrr2Pw4MGIjIzE448/jrCwMJ3ymnPy5El06NABbm5ueOyxxwSLcsOAbs6cOQgODkZ4eLi6jRODYRkUFBSAFXHrA3R/W9988w3S09MRFRWFAQMGYNGiRejWrZtGGgKC8qLG91ZfUabllq6PoKAg9OnTBwMHDtQ61/zd1hoxyGza9uurO4QQdQTnypIiowMwnj17FuHh4Wq5kydPRmhoKG7cuIGPPvpI9Jry+/eEfqvZRExSUhJOnDiBnJwcbN26FS+//DLc3d0hlUqxadMmzJ8/H1FRUfj5559F3UYJISi/dxd1dXU6y0bXd9ulSxd1n3vgwAFxV2OeR+ldYXK2ovCO9nlof1exsbEAhOUJAwcORExMDDp16oTU1FTR68sKhbahskkb0RRd9b+2thZvv/02Dh8+jJiYGDz99NOi+a8sKTapz1W93/fffx9z585FTEwMoqKicPSo9pImolSiqrQE+fn5eietAc16OXz4cIwfPx4xMTHo2rWrzvEIAJTdK0SuyA4hxrT/+scMAoW52sq7Cn19bnR0NEaNGoXQ0FC4uLhg/PjxojLy8/PV/68vL9XZv4u1o7pouuVTcw+TpuhrO6dNm4bx48ejV69eiI6OxrBhw1Aj5mJ9+zYq7onXzeacOnUKcrlcPWHh6+uL4OBg7Nq1SyMdwzBau0s0HePqY8qUKcjOzkZUVBQ6duyIBQsWaKWprxRk1VSUo04kinZMTAwyMjI0Ju8Awarv7e2tLhtD9bPyvuGJqf8CNLDYg8W/Ron+448/UFxcjBkzZuhM89FHH8HGxkb98/LyanJWd82ZNGkSYmJiEBMTg6KiIpw6dUqnu2RzSfosQps2bUJaWhrS0tLwzTffoLCwEA4ODti8eTOSk5Nx6NAhODg46FwPqQqAJnaP2bNnY926deB5Hrt374avry9CQkIwcuRIfPrpp+prCkUUcMIw6vMt2bYpMzNT7V52+vRp+Pv7i+Rd9a/+8lGtm5o1axbs7Oxw5MgRJCcnY/ny5QgJCdGy4jbKbybXxMfQla/mETD1WbHeeustzJs3T8vi89tvv6G8vBw8z2PVqlUYNGiQ2I00/21G87LJyDB+r09dRa6rzgDCe7xxQ3ABv3DhAs6fP487d4SB6vnz5xEYGGj0/cXIzMxUWzAuXLiAzMxMpKcL26acO3fOZPmqb9bR0RHXr1/H0qVLAQDh4eHYvn07Jk+ejP37tQPJANC0HLaxa1NzabrqWdM2JyYmBmfPnkVoaCi+/fZbPPLII6KDDVV+9X1TTeX+8ccfAIA///wTNTU1qKurQ3JyMvbt24f6+npUVlYiLS3N5LL/+eefMWPGDMyaNUvD8jBw4ECsW7cOdXV1qKur0+uGZ6jdEfu2Bg0ahBUrVgAA7t69i61bt+r/tpr/3wjWr1+v0wqvFZDSxLbfMKa3yU2VgF27duH2bcFLauXKleJl0yBf7B6EEEyYMAE9evTA3r170bNnT6SmpiIkJAT19fWC9wCAI0eOIDNTxA2WCGVkTP1s/t2ePn0a169fV/9frE8B0ER5M+67unBBcIE9ePAgfv75Z7zwwgvw9fXV6UKur89Voav+G4f+77c5qvd78OBBfPXVV1i4cCGioqJ0eunoercqxOrlwIEDsXnzZpQ3xF0R815raf5VGDNmUOVfH7r63G3btqGqqkqI+XLunFHyTW1HRWEYo8eDgO66M3LkSCxfvlxt+CkuLhadSCMmboe2evVqtTfW9OnTsWHDBvGAo9odl1Hyz5w5g2HDhuHTTz/F6NGjxb8r9VjT6Gxr0K9fP6PqZ2u3IKVQ2oN/jRK9atUqDBs2TNTtU8Xrr7+OkpIS9U+lFAAAK5MbdHFSUS4SxKspEvNG11YXFxed6SZNmoSwsDAMGTIEH3/8MSIiIrB8+XKcOHECkZGRiImJwdWrV3Uqiha2Qkdh3azDkEgkmDp1KqZPn47s7GxkZmbC3Nxcw7KoD8LzsGqQ6erqatQ1TaluEpRMqVRqBMsAhI7fwcEcAGBmZgYzc233K6Cxo+rZsye2b9+utn5ERkaiT58+AIR1UM1hWAZ29rYax8ytLEXvcefOHTg4OGgcc3R0VCuIzTG3tlL/39nZWW+k75ycHGzcuBGLFi3SmQYQb9wtG4KtODjZiLpzNy2bLVu2oL6+XiOoiq46AwBWNtrlbajONH+nht5xcy5duoTAwECdLqStla8LpVKJLVu2YOjQoQAEz5Dbt29jwIAB4hcwDGR2jfVBZmmllcTQs+iE5zXaBgCQmYvXy+ZkZ2cjLCxMrbykpKTA1tZWK53E0grm1kYE6mlCW5f9unXr8MILL6C6ulpcmWpA56CGEDg5OemNLm7MtyUmn2EYmNs2vjeJuSWICVPv+tp+SbN3KbPQrjsqxNp+fTAso5ZvbmNrdH67dOki6iIJ6C5/C1s7od/SMUGYnp6OlStXYuzYsThz5oyoJU607FkGFnYOkEqlkCjE23wVzb9bo+okw8LK0QkAYG7vqFd+c8aPH4/XXnsNUqkUu3fv1hkAzNJeaBvMbHV/+8bWfy0YBuY2tib1uar3u2DBAsycOROVlZVYu3YtFi5cqJ2YZWFmZQNnZ2edUdeNqZf6lBELW3u4u7uDaRaoz9T2X1ebY+/hJXpcha52wVj5zs7O6v9LLaxaP4dKCKRN2gUnJye9yVtcd5rIN7d3MJywgbVr1+KRRx6BQqHAtGnTRL37CCGQNavvEj1tW1POnDmD6OhonD17FuPGjcP58+e1du1QtWsKC0uNMYyK+Ph40boTFxeH3NxcraVauuqnvm/2vwRPSLv/KH8f/wolOicnBwcOHMATTzyhN51cLoe1tbXGTwXDMLAN79TqNTByBxcoHBs7weDgYHANQRN0cfDgQXz//fd4//33YWdnh5wcYfuq3r1764ymKLN3gpmVkH//8HANl8TRo0fj2rVr8PT0hK+vL3x9fdG9e3dMnToV27dvx8svv6yewXZ01B5sEJ6HZ4P1KSwsDBJJ69YSN6e+nkdoqNBZMQyDgFDxWeGmKBQKyGQydUCb559/Xmdady83yBWaynVYt67gRWZY9+3bh7lz56r/njp1Kq5duybqdsVJJAiKbnwfBgNnAHj//fcxZcoUjcmdCRMmwMLCAizLYubMmThw4IDGNQzDIKhh8BIc6q3XnVtFZmYmYmNjwbIszMzMdLqrsSyDiEhvrY5MX50RWz9mKllZWdiyZQtWrVqlEY113Lhx8PPz03OlbiwtjVNABwwYoLZqFxUVYfDgwRgzZgzeeust7cQMC8sOjZZXOy9fsDLNuqTvWUTXajbBOkDTNdopKEwrCq8YHh4eIIRgx44d6u9X05MGAMvCyjcYrgHBBuW1FrHBjor8/Hy8/vrrWi63Bw4cwJQpUyCRSCCVSrXXozfAK5XCJJmBzrz5t3XgwAE8+eSTAIR2bdy4cVreBkSphFtgiPpvm9DoFm1f0xxGIoWVX4jGMYlcDnPPDnq9VZq2/fogSiWs/EMBAHJzC4P1DBC+6aefflq9rn348OFqJeGJJ57QandUuAWFonPnzlrrKt3d3dGjRw/137a2tvD19UViYiKkUql6YrNPnz6i3gtEqYR7cBgYhoGjv+E62vS7NQoGcA8SysgxINToSXGJRAJ/f39cvHgRn332GX7//XfxNdEMAxc/4bmcgsJ1jhV01f/S0lK9kajNXD0hkcnh4uIChY2dwXw3fb/BwcFIS0vDt99+i++//140Xoi5mxckMpnou21O03p56NAhjB8/Xh33QlecFobj4NTBT3APblbl26L9lzs4w8UvEFZW+hU4sT7XOBiN8ZZdZKxR8Sr0SmQ52IQ2yuzUqZPestdVd7Zv346nnnpKPWa1sbHR6sMtbO3h7OwMW28/o8ex+fn5OH/+PL744gvcuXMHaWlp2ol4HhbemmM0C29/cAYmwgBhB53y8nJs3rwZzz//PIKCgjT6bVYmh6VvEACAk0oRGhqqJSMzMxM7duzAypUr1evAfXx88Nlnn2HJkiVG1U+G4+AYoC2bQvmn+Vco0atXr4azszNGjBjRKjmu/Ue0LqIhw8BtwEgNhZbjOLiERRls1JYsWYJevXrht99+w8cff4z4+HjMmjULZ8+e1U7MsrBt0jBHdO2qYRGdPXs2NmzQ3CPzypUruHXrFo4ePQq5XK7eYuLDDz/UEi+RSuHT0JhJpVLExvppbHHVWliWQXR0YwfXtVeswW1SysrKsGjRIpw7dw4XLlzQChzWKJtFp57RWsf9wsPg4u2lNaB98cUX4ebmpg7KMnnyZNHo7izHoVO/vrBoMvESFBQECwMd+r179/D1119rdOjnz5/Hvn37cPnyZRQXF+PLL7/Uui4sRniGrt2Na/i3bt2KvLw8XL58GTt37tS5zRjPE3SJC4Sfv+a6IX11xtCgxVhmzZqFxMREnD17FikpKUhLS8OQIUO01joZBcMgNjYWdt5+okqKyt09OTkZoaGhGmtMy8vLMXToUPTo0QOffPKJ5oW8EjbBUeo/pWbmcO41WOv7NflZGBZWAWEwd/fWOBwydKzoQK352s3IyEicPHkSCQkJiI+Px88//6wdjZ3n4dp3KBSWVkYpWS2FYVn4+PhoWZuasmbNGq14ET/88IN6i5ITJ04gISFB5/UTJ04Ea8AC3vzbeuGFFxAaGoqkpCQcPnwYH3zwgWjUYq/wxvdr6eMPC58A0Tq0b98+3LhxQ/3z9PQUzwjLwql7fy0vAwBwGzDS4GSAqu3XtUYcACQWlnDo1KjA9uvXT3QrmE2bNqm3QJo9ezaGDx+uLoPjx49j48aNuHz5Mnx8fPDGG29oXS+1toWNs6ugEDcrE4lEgrfffhvp6emIj4/H8ePHsXbtWmzfvh2PPvoovv76ayQlJWHmzJm4cuWKdgAohoFPpDDx6BoRo7WtmCr/ur5bg/A8fKKEMnSLiDEquBIg9NE//fSTuk/s3LkzPv/882Z5FyaopA3R190iY/SOFcTq/8GDByGXy5GYmKgdWIxlhUn8BtyjYkUn13S93w8//BApKSm4dOkSpk6disWLF2vJtwmNBtAYt8EQqnqZn5+PP//8EwkJCcL2VcXFIu+WhaVvEDiJMJki5qHVqvaf5WAdEgWGYdCzZ0+9cQzE+lzDMHD29ddQ8Cz9gmHu7tPy/a5ZFg5dekFq1ThpoCsYalPE6s769euxZcsWnDp1CgkJCdi9e7emFx7LwjtK+LYkMjlsgiNFx5zN2zQPDw+sXr0aTz31lM4YM6xUBuvAcI1jnFwO595DDI5r+/Xrh4sXLyI+Ph6nTp3CwoULG2MRsSxceg3R2NGgT58+ou3atGnTcO3aNSQnJyMtLQ07d+7EsmXL8OOPP2LXrl0G6ydRKuEcHK4l978IaWcrNHV7/5sh/zBKpZJ4e3uTV1991eRrS0pKCAAy+efdpMfK7SRu+R9Ebu9MwDAEwioQk36MREq6frGR9Fi5nfRYuZ28c/AiIYSQAa9+0CJ5+n5Rb3ymlr/i4EEiUyjaRC7LcaTbsGHkk717yfaEBEIIIV9+Oa3N8s1xDBkwIICcPfs8ychYQwghZNPB9YSTcG12jy83fUJOXj5KCCFk4+kT5Ku/dpOv/tpNJr7wbKvkvvT1F2pZexLjCSGEjJgyhTAsa7SM1atXk3nz5ul/ByxLfj54gBBCyNmklaRTF3/Csi2rk81/CoWU7Dj0JnnuxccIa0K+W1SX2ln+d999R3o89XKbypQ7uZK4FX+qv60ZW46S6He/bRPZQXNe0Wobpv9+hChcPAjQyvfLssQ6KFIt+7333iMM037l//nnn7ePbJYlfp27EUIICeg/jIBtu3YBLEtswztpvNseK7eTgJkvtlp2x7e+1Hq3M7YcJd2+2UxYeSvbZpYlHsMmasg/efJk25c9wxLPkY+q8+8Z24PAyG/Y0tJS/f/Y2FiSl5dHzMzMNJ7BLqqLWvbElZtb3M+K/xhi5upJ3j5wgRBCyLTfDhGpjX2blk/gEwvU+Z+y8S/CKczaVH7Me9+p5Q/74H9t/n6byveI6Wb0u23+fj/77DPy3Xff6SwfnueJlatHm+c/8vVPyTsHL5Jt27a1uWwAZPgLr2q0Cz1Wbif+U1s3Zoh89ROtdsEtKtaksjf29/jH36jzH/LMm20jl2WJS5+hWu1aj5XbScyS5a2WH/3udxrlc/HixRbJMVQ/JRaWZOqv+03WEf5NqPSVR1b/QR7ftL/dfo+s/oMAICUlJf/0I/+/4B+3RB84cAC5ubk6XYxMgWFZ+D3+VIuv9xk7DRILbRdTz87doXDxaLWrOACAZWEdFKnhcipXKDDo8cdbLxuCJbffI49oHOvbNwT+/g5g2dZbowkBZsyI1ThmY2eNhx8fYdAabQiGZTDw4f5wcXcWPd9tyGB0CA3RcoMyLJhB3PCh8A4O0jo1YOyYVue7KSzLIqZ/f9g1cbOfMac/+DYKmfjY9D4wM5dj/MSBbZrv5jAi+5a3JRK5HFOmTIFv70GQ2TqIWrVagtfIR7XKxdzNC7YRnVv+/bIs5A7OsI/WtkIwDAP3QaMh9PWtgOfhNnCk+s8nnnhC57rHVsGy8O8Sh2eeeUZ0vXir4Xl0HSOsRw0bOQFt4WrdVLb74DFahx1je8HMzatl75dhYB8TBwsvcZdUTi5veL8thGHASiRw7TNU43BcXBzsfQPapk9R3Ypl4dK7cU/pqPFTjPbMGj9+PBISEpCYmIgVK1Zg6tSpGnvugufhOazRw8fCwRmOXfq0Yf4JPIaOV3+7LMfBa8QjBq4xEpaF3NEVDjGNngASuRweQ8WXzLREvn2nHjBzbfR0cA6OgJV/SJuNGexjumvIj3j4UZO87tatW4dLly4hLS0N3t7emkthGBYyWwd1+TAMg8ixbTMeAQCwLCz9gtVjnpEjR8LCwbnN2nyAAacwR9Sg4VpnnLoPEJZRmPweGDj3HARLP+1lC+EjJ7bZHs7CrVjInVzh37mxf7GL6tLCfGvCSmXw1PEdmbm4w6XPULSoo2EYOPccDHM3Te+eTp06wTHQ9Hzrr58MXPsNN7is8r8Cjc79YPGPK9FDhgwBIQRBQdoKTkuwi4yF/9TnGlx4jG8c3IeMhZuOwRLLSRA0+yW0RaRflpMgYIb2euDe48bBMzDQdAWxGSOefBIObm4axyQSDosXD26xV5MKhgGmT49FcLB2cI2x00fDo4M7WD17IuuDZVnYO9rh8Wd0D5ykMhnmLFkM1w4+Jm1r07FnD0x8/llRpdPJzQ1DDWzv1JSZM2eK7h8MAGAYyM3NMXLOkxqHwyK9MeGxHq0qf5Zj4BfggklTewEAHJ3sMHPmTJPKwWgYFjHDxqBjx46irlmtl8+g27jHYGVlBanCDAEzX2y9stXgTunUXXzv4qAnFkDh5Gr6oIRlwcnNEPbiuzrdk116D4Fdx64tdxsEA+feD2ko6W5ubggf9UgrZOqAAANnPwe5XI4u059tW9kNE4RBccLaWvsOAYLS2xbPwLJw6t4PtmHR2qekMoS9+B5k1ramvV+GhWWHIATOfklvMq+RjwnrK01+DgZgGIQ8/SbkDpptJsMw6PnMq62ee2mKz7hpkDcJquccFA63QQ8blW/V9kQdO3ZE586dcfDgwaaZhdvA0YJS2ATfSU9AojBv/ftlWdiEdIRTnGawQJc+Q2EVENZ6RZTnETT7JbDNYkO4DxknrHlvjXyGAacwg9/kp5odZhAw88XWt58MA06ugN9kzS213CI7wbnnIKMV0XHjxqFTp04ICwvDxIkTNbeqIjwCZ72oUT6BA4YJLsBt0L8wDIvAGfPU/a9EIkHP515rwwk2Ar/JcyEXMYCwUilCnlvU4NZt/LPYR3eD3+PPiI4ZPDp1g13Hbm03gUR4BEx7QaMvZ1gWgTNfBCuRtur78pv8FOR2uoP0+T02F3aRnWGSIs0wsA2Lgd/jItu8Aejx1Msm5lJP/WRYyOwc4TF0gskyKZS/g39ciW4PXHoNRsjTrzdalUUbz4YZb6kMHSY9gQ4TZuq17Fl2CITvpCd1njeKho61aeAyFRzHYcbixbBxcmqxIt1j1Cj0GDVK9FxQkBMWLRqkyobJMAzQq5cvnniii+h5iVSC1z5dAHsnO5MVaZZjYWltgTe/eEVnpG8VFtbWePGLT9G5f18wLCuuRDY8oFQuw5DJj2LGotf1BlLqO2E8fCMiWq+QEoJJCxbASiTq8uxnBiG2e2CLrMccx8Le3gpLPn1cI0jcp59+CoW1bdsqWgwDmbUthsydh3Xr1rWdXBUsC4WjC/pObfyWbEM7wnvMlNbJdHBG4Kz5OstXYm6JiAUfCmuajR1MsSykltaIePlDmLno3luVYTkEPbEQ1kERLXoXDp17wH/yU1p5j350VssUf50ZZeA54hF1YK6A/kPbJBijSjYrkSBgxgsaz+H98OOw8PRt3T1YFnJ7Z/hOmqMzidzOAZGvfwZz14ZgbfrecUNe7CI7I/ylJeBk2jsENIXhOATNfRX2HbvpTdf8HoxEgpCn34BtuHgAQwe/IHiPaQOLH8vCOigCbgO1237vMVMEi1ZLrX4MCyu/EHiPnap1Smplg8AnXzZ5wloDloXUykZQOJvVf4ZlETxnIWQ29q2qPx0mPaE1AQAArESCkGfegNTCqsVeDAzLIeTpN4UJnGaYObsjcJb2nsemyAfDIHjuq5CJBCrrMHE2zFzcW/39egybAJuQjpq3ZlkEznpJiOLcSvl+k5/SsKIDgHtUZ9H6ajIMA/tOPeDYrZ/OJFILK0S+uhRO3foKz6KnjWalMngMm4jgp17VOWnKMAz8pz7TJmUDAO6Dx8AmWDuKusLZDWHzFguKtEn3EZ7Pe+w0ODebmNJKyXEIfvoNOPceLBzQd5+Gc849BiLk2UU6y8e+QwC8R082Ib/6MggEzpqvse76vw6Nzv1g8UAq0QBgH90dsZ+sQeATC2Dpqx1pVOHiDt/JTyH203VwH2icu57bgJHwfXSO0Aib0qixLBhOgqAnF8IxtpfOZNYODnjuiy/gE258AAW2QZF8aPp0PPyM+MypiuHDQ/DBB0Mhl0uMDjSmEjdiRCg++miY3kjfDs72WLLibUTGhjdca+AeDacDw/3x/g/vwM3buK1B5GZmmPrqQry7YS2GTpkMa/smAwwGcPb0wITnnsH7v27EiBnTDE5KcByH2e+9C6+goBYpuQzLgmEYTFrwEiJ6xImmkUoleO+TxzB0lDCgNuU+AUFu+PrHJ+Hiaqtx3MbGBn1efKvNlejA2S9BbmGJqKgodJ6iW3FpiWyGYRH4xMvqAD8qPIc/Ap8JM03/tgBYeHZAxKtLNQLAiCGztUfkK0vh8dDYxu2MdEywMRIpXHoORtSbn8PCy3CQL04uR9i8xYJ1CDD8DA3P6TF0PIKeXCgaiVgikyPkmTfByc1aP1hr2L3Ac/gjTQ4xCHriZWGA20prHMOwCHn6TSgcNbcEZKUyhM1/DxYeHVpWTxsU6IiXPxBdatMUuZ0DohZ9jqAnF8KqiRsmw3KNz8cwsI/qirD5SxDy7CKjB2ecTI7gp15Fh0lPQO7grM6bFgyrvkfU68tg31EkSnQTPIZOgPuQsUblQRSGgaVPAEKeXSRq9eRkcoS98A5swzqKXGwYm9AohM1brHOiwS68E0Keel2ovyYvs2Ehs7FH5MKPNSzoTZHZOiDy1aUNk1gm1B+WBVgWfpOf0tu/KxxdEfnaMiic3EyrnywLibklwl58T1QBUuEY2wtBc14BY6oixLJgZXKEPv82bMPEJ2Ek5hYIX/CBUDYt8ZIA4Db4YXiP0Z4gAQC5gxMiXv4IUkubFr1bAPB9dA5ceg8RTdJh4iwt7wPT7iG0aUGzFxjsTzm5AoGz5iP245/gNeoxSG00t0tSuHjA97G5iP10HXzGTjXoQSCztkP4S+9DYmbRqrbTqXs/+IyfofO8dWA4It/4rElASwPvmWXBmZkjaM4r8BxmnPWWlUgQMPU5RC/+H1z7DNXazQIQ2nHXPkPR8Z1vEDD9BYNBIz2GTYRrv1YECm6YQAp64mXYBOnfPpBC+Sdp2eat/xFYqRROXfvCqWtf1JWVoK68DCDCXq9SG/sWKUxuA0bCyj8EGas+R1XBTaEB1bU+huUAXglLnwAEzpqv15qlwsreHnOXLsXZPXtwcONGlN67B5bjNLZ3UllMCc/DNzISo+bMgbu/4W2mAGDQoEBERLji448P4/TpHHAcA6VSe+ZKddzZ2RILF/ZD797GRQu2tbfBq8tewumDZ7F9wy7kZAp7eXMSDoQQMGDA8zwIIXDzdMWoycPQd3jvFlnfbRwcMHTKZAydMhlKpRJ11TWQmSlaJEthYYGnln6MPavX4Pgff4BhWb17SKtgWBbWdnZ49JWFCIyO1ptWKpVgwRtj0GdAOL7/ci9yr98Fx7FaW2BxEhbKeh5W1mZ4fEYfjJ0UJ7rXNCC49QU9uRBXf1gmLDdo6Sykyurx5CuwCWmMfhw+ehLy79zBrb1bWia3iXyGZRHyzBuw8hVfuuExZCxsgiORsfpLVOXlqr8f3fI4eI18FO4PjTPYqavgFGbwGTcdXqMm496lU7h9bC+q7+ZDWV0FViaHzNYBzj0G6ozWrA9WIkXAtOfhOXwibh/bh4Jje6GsrFDnV/VupNa2cO03HC69hmjt39kcc3dvRCz8EKmfv4X6yvIWr8Wzi+qC4DmvaJWTxMISEQs/wpX/LUFZ1hXTBbNsg4L5uqirNQDBmv/Kx8jd9jPyD+3Q32Y2kQueh1PXvvCd9KRBBVp9mUQKxy694dilNypu5aA0IxXKinJB6bGwhF1krF73Rn0wLAf3gaPh1n8kSi4nIv/ILlTcuAZlZSUYiQRSS2s4xPaCS++HdCqFWjIZBj7jZ8DMxQPZm34AX19n3DtmWIDwcOk7DB3GzwQn121N5xRmCH1hMW4f24frm1eBr62BMBjX3VawMjk6TJwFlz5DDfaT9tHd0PHtr5Dx0xeoyMlU50238IZ3G9cfvo/M1tqfuzlyeyd0fOtL3Ny1Cbf2bAEhvO52rqHNsPDsgIAZL8LCs4Ne2QCgcHJF9Ntf48bOX5D31x8gvFKPfCHvjrG94PvoHEgtrcXTNcExthcsvP2QuforlGVdNmrMYBsaDf9pzxmsqzIbO0S98Zlp3xbDQGJmAb+pz8Kxs/5I3+Zunoh+5xtc+2U57l04YZx8ADI7BwTOnK93goFhOQRMfwHmHj7I3bZOiCpsTN1nWYAQeAydAK9RjwqWWiOR2drDa+Sj8Br5KIhSCWVtDTi5okVeaBYePoh6/VNc/fFTlF/PMP7Chnt5jXwUnsMfMXhvCw8fRL3xOe6c3I/8gzuEcScaJgcZgCh5AAScuQVc+wyF26DRkFkb3mKtOebu3vCb/BR8xk1DadYV1FeUAUToI6wDQsEpzI2WxTAMfB+bA7mjM3K3rgOBke8WELxTLKwQOOslnV48/2Xae90yXRP99/JAK9FNkVrZGLRUGYulTwCiF3+DouSLKDiyG6VXU8DXaW7ZxMrNYBseDbd+w2EdHGWSws6yLOJGjEC3oUORfvEispOTcePqVZQXF4NlWTh5ecEzMBBh3bvDufles0bg6mqFL78cjdzcIuzYkYaEhHxkZBSiqqoOHMfA09MGERGuGDgwEN27e+tU4HTBMAx6DOqOHoO6IyfzBjLTspCTmYuaqhrI5DJ4+XnAP8wffsEd2iw4Fsdx4CyMb+TFkCkUePjppxDVuxcO/PIr0i9cAACNSQymQRnklUqYW1mhx6iR6DdxIhTmxt+7S/dAxP4SgJTEXJw5kY4raTeRf6sISp6Hvb0lQsI90bGTL3r2DYFUavgTdezcExJzS2Ss+gx1ZaWmrzVjWEitrBE4e4HG1muq5/UeOw0yG3tc//0n4wc6zeVb2yB4zitaW200x9InANHvfIPS9CQUHP8LZRlpqC1uXL/HSmUw9/KFY+eecOoxUHDFbAGsVAqnbn0FF782RuHoqlbUS64kora0GHx1FTgzc8hs7WETHGX0HrgAYOHpi5h3v8O1jctx76LxA1mwLFhO0qgM6RisSS2sELHwI+Qf3IGcrev0KxFNZIPnYRfRGf5TnjU4GcDJFfB99Ek4du2NvL/+wL2EMwDPg2G5BlWOgGEY9bZGtmExcB/0sE7F3BgsPHxg4eHT4ut1wbAsbMNj2myAxzAMXHoPgW1YDHK3b0DhuWMgynowHKe5zVOD8gBCYB0YDq9Rjwpb4Rh5D9e+Q+HYtQ/unjmMu6cPoeJGNoiyvjENJ4G5Zwc4xw0weRLJ3M0LUa8vw734Myg4tBOlGalNb66uTwwngUNsL7j1H6HhLWAIViKF98NT4DZgFG6fPID78aeF/NfXqdPI7BxhHRwB194PwSogzLQ+VyqFz9hpcB88BndOHURR0gWU52SCrxGCqzESKSy8fGET0hEuvYdoeVwYwszZHRGvfIyyrMsoOLoHJZcTUVdarJFGZusA24hOcO07DJY+AUbLVn1bTnEDkH9oh7r+qCYuQSB80wCkNvZwGzACLr0fMmoCAACkVtYInvMKSvoMRd7BHShKOie8zwb5hEA92alwcYfbgFFw7jHQKC8PhmXhMWQs7CK74Mb2jbgXf6qxXWg6gcpyQr9GCGzDYuA9erJGcNaWwHAcJGatGzMonN0Q+donyD+0E7f2bkFdabH2dwuoJ6nB87AJikSHR2YJy1yMhJVI4Np3GFz6DEX17Vsoz8lCdWEBwPOQWtnAwicAFp6+Wuv+WwKnMIddk+3aWgrDMA3vNhbZv65EyeVE3X1Xw7fKsBycew7SGeSXQvm38f9GiW5rGJaDfceusO8o7PFcfScPtaXFYBgGMlsHyB1dWq0gshyH0K5dEdpVv0tgS/H2tsOzzzbORBNC2jzis0+AF3wCTFf0/0l8IyLw5Afv415BATIuXcLNjAwU5uWhvq4e5laWcPfzh3dwMII6d4KkhZ0WwzCIjPZBZHTbDPJtQzsi5r3vcH3zT7hz6iCEKWpDFgkWAIFzjwHoMHGWTosQwzBwGzgKNmExyFz7Fcqvpeu3EjeX33OQIN/IAQvDMLAJ6ahep1dfWY76ygownAQyG9v2CXbWDrBSqRCQqg2QWlkjeO4rKE4bjPyDO1CULEzwMBwneEwQ0uhWyPPgFGZw6f0Q3AaM0gpqJQbDcnAfPAaOXfvi9om/UHBkN+pKihpONrQJGopQT7j1HwFL32CT2gwrvxAEP/UaakuLUJZ1BRU5WagtuQ8QAqm1LSy8/WHlH9Jia/F/GbmDEwJnvogOE2fhfsJZlOdkoiL3GpTVlWAkUpi7ecHSJwC2EZ21ouIai8TMHG79R8Ct/wgQpRLVhQXga2vAyuSQO7gY7dEhBsNycOzcE46de6K+ohzluVmovn0LfH0dOIUZzD19YeHhA7YVUXalVjbwHDoenkPHg/BK1JYUg/BKSMwsTPYcEZVvaQ2PIWPhMWSssJ9rTRUIEZZrtLbdYRgG1gFhsA4IAwDUlhY1KNIMZLb2Riu1urD08UfgzBfh99hcVNzIRsWNa4I1sWFJhKWPP8xcPVr8HDYhUbAJiVK/28qb2aivqgTLSaBwcYeltz/kTq4tGkOYu3kieO4rqC0pUtf9ypvZUNZUCxOnHj6w9AmAXVQXkycw2huG5eA+6GG49R+J+0nnUJyWgPLsq6i+WwDCK8EpzGDp7Q9L3yA4dukjrGNv6b0YBmaunlprzP/NmLt5IXz+ElTdvoW7pw+jNOsyKnKzoKyqBBgGUmtbWPkGwTooAk5xA1o8Mf5fob3XLdM10X8vVIluAxiW/c81bGK055ZJ/0UcXF3hMFx724x/KxJzSwRMfwFeoyfj9vG/cPfsEdTcLRBNq3Byg2O3via5npq7eSLy1U9Qnn0V+Yd3oSjxLJTVVaJpVW7RLr0fMkqJ04fE3NKgy+f/F2zDYmAbFoOaokKUZV5GeU4magpvgyiVYBUKmLv7wNLHH1YBYQYDZokhs7GD14hJ8Bz+CGqLClGek4XaokIQwkNiZgELL1+YuXm3StkChDWFDjFxcIgRjyHw/xmppTVceg2GS6/B7XofhuOMWmLUEiQWloJXSzPPlraEYTmj264WyWcYk1xYTUVmbdcit1tDcAozWAeGwTowrM1lA43vtrnXUlsgs7GDa9+hhhP+C2E4jrZpejBz8dAIINoeRhsK5e+GKtEUygOG3M4R3qMnw3v0ZCirK1Fx8zrqy8uEtXAWlrDw7NDiwSHDMLDyC4aVXzAIIagpvI2Km9ehrKoAw7KQWgnWRKlV66wqFP3I7Rwhb1j72x4wDAO5vRPk9q2bAKFQKBQKpTn/XxVoaol+sKBKNIXyAMMpzNXug20NwzBQOLkK2zBRKBQKhUKhUCj/T6BKNIVCoVAoFAqFQqG0IzzaOTp3+4mmiPDA7hNNoVAoFAqFQqFQKBRKW0Mt0RQKhUKhUCgUCoXSjtA10Q8W1BJNoVAoFAqFQqFQKBSKkVBLNIVCoVAoFAqFQqG0Izzad90yXRP990It0RQKhUKhUCgUCoVCoRgJtURTKBQKhUKhUCgUSjvCk/9r797joqrzP46/D8hwGQUFuYg4CJLgFfOO9FBLGjEXb624aeVtSxMLc0OjMqw2U1OrTfPSJqWmmbuZmoWpiW0uqSgItshFbU0QtRQQUED47B/+4MfNOMOcES/v5+PB42Gn4TVf5sGXc75zZs5Y9n3LlrzyN9XFM9FEREREREREKvFMNBERERERkQVVCFBuyc+J5pnoW4pnoomIiIiIiIhU4ploIiIiIiIiC+LnRN9deCaaiIiIiIiISCWeiSYiIiIiIrIgnom+u/BMNBEREREREZFKPBNNRERERERkQTc+J9qyfbp1eCaaiIiIiIiISCUuoomIiIiIiIhU4su5iYiIiIiILIgXFru78Ew0ERERERERkUpcRBMREREREVlQ5YXFLPnVGCtWrED79u1hZ2eHfv364dChQ9r+4HcpLqKJiIiIiIjuMZs3b8bs2bMRExODo0ePIjAwEEOHDsWFCxeaemi3PS6iiYiIiIiILKjyPdGW/DLVsmXL8NRTT2Hy5Mno3LkzVq1aBQcHB6xdu9YCj8Dd5Y6+sJj83y+Luw1giR+lJcpRUFAADxug1N5yfXsALay0fz6jWUUFCgoKcP26EyoqrmneLy21R0FBAawrmkEndtrGy4CCggLYCqC3sta2DcC6/MZjYyeWeewr+xXXHaBUOGneLyuzuSW/m+zf+v6dPHb27+7+nTx29u/u/p08dvYb5mFz45iwRYsWUBRF8/6tUn6t+Jb0CwoKamy3tbWFra1tnduXlpbiyJEjiI6OrtpmZWWFkJAQJCQkWHSsdwNF5M69lNvZs2fRrl27ph4GERERERFZUH5+PhwdHZt6GCa7du0afHx8kJuba/H7at68OQoLC2tsi4mJwfz58+vcNicnB23btsW///1vBAUFVW2fM2cO9u/fj4MHD1p6uHe0O/pMtKenJ3755RfVz0wVFBSgXbt2+OWXXywyCdlvuv6dPHb27+7+nTx29tm/Xdvss3+7ttm3XL9Fixaaj+VWsLOzw+nTp1FaWmrx+xKROmui+s5Ck/nu6EW0lZUVvLy8TP4+R0dHiz6TxX7T9e/ksbN/d/fv5LGzz/7t2maf/du1zX7T928ndnZ2sLPT+K2PZmrdujWsra1x/vz5GtvPnz8PDw+PJhrVnYMXFiMiIiIiIrqH6HQ69OrVC3v37q3aVlFRgb1799Z4eTfV744+E01ERERERESmmz17NiZOnIjevXujb9++ePfdd1FUVITJkyc39dBue/fUItrW1hYxMTEWe28A+03Xv5PHzv7d3b+Tx84++7drm332b9c2+03fJ/XGjRuHixcv4tVXX0Vubi569OiBuLg4uLu7N/XQbnt39NW5iYiIiIiIiG4lvieaiIiIiIiISCUuoomIiIiIiIhU4iKaiIiIiIiISCUuoomIiIiIiIhUuicW0d9//z3CwsLg6ekJRVHw5Zdfatp/66230KdPH7Ro0QJubm4YNWoU0tPTNeuvXLkS3bt3r/pQ+qCgIHzzzTea9atbuHAhFEXBrFmzNOnNnz8fiqLU+AoICNCkXSk7OxuPP/44XFxcYG9vj27duiExMVGTdvv27euMX1EUREREaNIvLy/HvHnz4OPjA3t7e3To0AFvvPEGtLre35UrVzBr1ix4e3vD3t4eAwYMwOHDhxvda2guiQheffVVtGnTBvb29ggJCUFmZqYm7S+++AJGoxEuLi5QFAXJycmajb2srAxz585Ft27doNfr4enpiSeffBI5OTma9IEbcyEgIAB6vR6tWrVCSEgIDh48qFm/uunTp0NRFLz77rua9SdNmlRnHoSGhmo6/rS0NIwYMQJOTk7Q6/Xo06cPzpw5o0m/vnmsKArefvtts9uFhYWYOXMmvLy8YG9vj86dO2PVqlWqxq2mf/78eUyaNAmenp5wcHBAaGio6nkFqNtHXbt2DREREXBxcUHz5s3x6KOP4vz585r116xZg8GDB8PR0RGKoiAvL0+T9qVLl/Dss8/C398f9vb2MBgMeO6555Cfn6/Z2KdNm4YOHTrA3t4erq6uGDlyJE6cOKFZv5KIYNiwYSYdp6jpDx48uM7v/fTp0zUdf0JCAh566CHo9Xo4Ojpi4MCBuHr1qtn9n3/++aZzd8uWLZqMPzc3F0888QQ8PDyg1+vRs2dP/POf/9SkffLkSYwePRqurq5wdHREeHi46nnV0LGfOXNWTb+xc1ZN39x5S3Q7uCcW0UVFRQgMDMSKFSss0t+/fz8iIiLw448/Yvfu3SgrK4PRaERRUZEmfS8vLyxcuBBHjhxBYmIiHnroIYwcORI//fSTJv1Khw8fxurVq9G9e3dNu126dMG5c+eqvn744QfN2pcvX0ZwcDBsbGzwzTff4D//+Q+WLl2KVq1aadI/fPhwjbHv3r0bADB27FhN+osWLcLKlSuxfPlypKWlYdGiRVi8eDHef/99Tfp//vOfsXv3bqxfvx6pqakwGo0ICQlBdnZ2o3oNzaXFixfjb3/7G1atWoWDBw9Cr9dj6NChuHbtmtntoqIiPPDAA1i0aJHmYy8uLsbRo0cxb948HD16FF988QXS09MxYsQITfoA0LFjRyxfvhypqan44Ycf0L59exiNRly8eFGTfqWtW7fixx9/hKenp+qxq+2HhobWmA+bNm3SrH/y5Ek88MADCAgIQHx8PFJSUjBv3jzY2dlp0q8+7nPnzmHt2rVQFAWPPvqo2e3Zs2cjLi4OGzZsQFpaGmbNmoWZM2di+/btZo9dRDBq1CicOnUK27ZtQ1JSEry9vRESEqJ6H6NmH/X8889jx44d2LJlC/bv34+cnByMGTNGs35xcTFCQ0Px0ksvqWqqbefk5CAnJwdLlizB8ePH8fHHHyMuLg5Tp07VbOy9evVCbGws0tLSsGvXLogIjEYjysvLNelXevfdd6EoispHxrT+U089VeP3f/HixZr1ExISEBoaCqPRiEOHDuHw4cOYOXMmrKwaPsRsqN+uXbs6c/e1115D8+bNMWzYME3G/+STTyI9PR3bt29HamoqxowZg/DwcCQlJZnVLioqgtFohKIo+O6773DgwAGUlpYiLCwMFRUVDY69oWM/c+asmn5j56yavrnzlui2IPcYALJ161aL3seFCxcEgOzfv99i99GqVSv5+9//rlnvypUrct9998nu3btl0KBBEhkZqUk3JiZGAgMDNWnVZ+7cufLAAw9YrF9bZGSkdOjQQSoqKjTpDR8+XKZMmVJj25gxY2TChAlmt4uLi8Xa2lq++uqrGtt79uwpL7/8stn92nOpoqJCPDw85O23367alpeXJ7a2trJp0yaz2tWdPn1aAEhSUlIjRt1wv9KhQ4cEgPz3v/+1SD8/P18AyJ49ezTrnz17Vtq2bSvHjx8Xb29veeedd0xu36w/ceJEGTlyZKN6avrjxo2Txx9/3GL92kaOHCkPPfSQJu0uXbrI66+/XmNbY+dZ7X56eroAkOPHj1dtKy8vF1dXV/nwww9N7ovU3Ufl5eWJjY2NbNmypeo2aWlpAkASEhLM7le3b98+ASCXL1/WZOz1+fzzz0Wn00lZWZlF+seOHRMAkpWVpVk/KSlJ2rZtK+fOnTPrOKW+vpb79Pr6/fr1k1deecVi/dp69OhRZ79pTl+v18u6detq3M7Z2dnk+VW7vWvXLrGyspL8/Pyq2+Tl5YmiKLJ79+5Gjb/y2E/rOVu7X525c7ahfiVz5i1RU7gnzkTfapUvR3F2dta8XV5ejs8++wxFRUUICgrSrBsREYHhw4cjJCREs2alzMxMeHp6wtfXFxMmTFD98kw1tm/fjt69e2Ps2LFwc3PD/fffjw8//FCzfnWlpaXYsGEDpkyZYvLZgpsZMGAA9u7di4yMDADAsWPH8MMPP6h6hr0h169fR3l5eZ0zefb29pq+GqDS6dOnkZubW+N3yMnJCf369UNCQoLm92dp+fn5UBQFLVu21LxdWlqKNWvWwMnJCYGBgZo0Kyoq8MQTTyAqKgpdunTRpFlbfHw83Nzc4O/vj2eeeQa//fabJt2Kigrs3LkTHTt2xNChQ+Hm5oZ+/fpp/tabSufPn8fOnTs1O+sxYMAAbN++HdnZ2RAR7Nu3DxkZGTAajWa3S0pKAKDGPLaysoKtrW2j53HtfdSRI0dQVlZWY+4GBATAYDA0au5ach+opp2fnw9HR0c0a9ZM835RURFiY2Ph4+ODdu3aadIvLi7G+PHjsWLFCnh4eJjcbKgPAJ9++ilat26Nrl27Ijo6GsXFxZr0L1y4gIMHD8LNzQ0DBgyAu7s7Bg0apNnvZm1HjhxBcnJyo+duff0BAwZg8+bNuHTpEioqKvDZZ5/h2rVrGDx4sFntkpISKIoCW1vbqtvY2dnBysrK5Men9rGf1nPWUseWpvTNmbdETaKpV/G3Gix8Jrq8vFyGDx8uwcHBmnZTUlJEr9eLtbW1ODk5yc6dOzVrb9q0Sbp27SpXr14VEW2ftf7666/l888/l2PHjklcXJwEBQWJwWCQgoICTfq2trZia2sr0dHRcvToUVm9erXY2dnJxx9/rEm/us2bN4u1tbVkZ2dr1iwvL5e5c+eKoijSrFkzURRFFixYoFk/KChIBg0aJNnZ2XL9+nVZv369WFlZSceOHc1u155LBw4cEACSk5NT43Zjx46V8PBws9rV3Yoz0VevXpWePXvK+PHjNe3v2LFD9Hq9KIoinp6ecujQIc36CxYskIcffrjqVRJan4netGmTbNu2TVJSUmTr1q3SqVMn6dOnj1y/ft3sfuXZNwcHB1m2bJkkJSXJW2+9JYqiSHx8vCbjr27RokXSqlWrqr955ravXbsmTz75pACQZs2aiU6nk08++cTkdn390tJSMRgMMnbsWLl06ZKUlJTIwoULBYAYjUaT+/Xtoz799FPR6XR1btunTx+ZM2eO2f3qzDmrpWb/evHiRTEYDPLSSy9p2l+xYoXo9XoBIP7+/o06C32z/tNPPy1Tp06t+u/GHqfcrL969WqJi4uTlJQU2bBhg7Rt21ZGjx6tST8hIUEAiLOzs6xdu1aOHj0qs2bNEp1OJxkZGZqMv7pnnnlGOnXqZPLYf69/+fJlMRqNVfPX0dFRdu3aZXb7woUL4ujoKJGRkVJUVCSFhYUyc+ZMASBPP/20qu7Njv20mrNqji3NmbNqj13NmbdETYWLaI1Nnz5dvL295ZdfftG0W1JSIpmZmZKYmCgvvviitG7dWn766Sezu2fOnBE3Nzc5duxY1TYtF9G1Xb58WRwdHTV7KbqNjY0EBQXV2Pbss89K//79NelXZzQa5Q9/+IOmzU2bNomXl5ds2rRJUlJSZN26deLs7KzZkwBZWVkycOBAASDW1tbSp08fmTBhggQEBJjdvlsX0aWlpRIWFib3339/jZfhadEvLCyUzMxMSUhIkClTpkj79u3l/PnzZvcTExPF3d29xhM8Wi+iazt58qRmL0fPzs4WAPLYY4/VuF1YWJj86U9/Mrtfm7+/v8ycOdPk7s3ab7/9tnTs2FG2b98ux44dk/fff1+aN2/eqJds1tdPTEyUwMDAqnk8dOhQGTZsmISGhprcr28fpeUiuqF9oDkH5A218/PzpW/fvhIaGiqlpaWa9vPy8iQjI0P2798vYWFh0rNnT5OfhKmvv23bNvHz85MrV65UbWvscYra44+9e/c26uXo9fUr/+5HR0fXuG23bt3kxRdfNLtfXXFxsTg5OcmSJUtM6jbUnzlzpvTt21f27NkjycnJMn/+fHFycpKUlBSz27t27RJfX19RFEWsra3l8ccfl549e8r06dNVdW927KfVnFVzbGnOnFXTN3feEjUVLqI1FBERIV5eXnLq1CmL9KsbMmSI6mcyf8/WrVurDswqvwBU/cFvzFmmhvTu3dvknevNGAyGGs/gi4h88MEH4unpqUm/0s8//yxWVlby5Zdfatr18vKS5cuX19j2xhtviL+/v6b3U1hYWLW4DQ8Pl0ceecTsZu25VLmoqr24HThwoDz33HNmtauz5CK6tLRURo0aJd27d5dff/1V835tfn5+jXrlQe3+O++8UzVnq89jKysr8fb2Nrt/M61bt5ZVq1aZ3S8pKZFmzZrJG2+8UeN2c+bMkQEDBpjdr+77778XAJKcnGxyt752cXGx2NjY1Ln2wNSpU2Xo0KFm96vLy8uTCxcuiIhI3759ZcaMGSa1b7aPqlxU1T5INhgMsmzZMrP71TX2gLyhdkFBgQQFBcmQIUMa9QoDU/bfJSUl4uDgIBs3bjS7HxkZedO5O2jQIIuMv7CwUABIXFyc2f1Tp04JAFm/fn2N7eHh4Sa9kkfN+NetWyc2NjZVc8AUN+tnZWXVueaAyI1jrGnTpmk29osXL1b9zru7u8vixYtN+wGqjevpp5/WbM7erF+dlu+Jrt03d94SNSW+J1oDIoKZM2di69at+O677+Dj42Px+6yoqKh6r5w5hgwZgtTUVCQnJ1d99e7dGxMmTEBycjKsra01GO3/KywsxMmTJ9GmTRtNesHBwXU+UiIjIwPe3t6a9CvFxsbCzc0Nw4cP17RbXFxc5wqm1tbWqq7caQq9Xo82bdrg8uXL2LVrF0aOHKlpHwB8fHzg4eGBvXv3Vm0rKCjAwYMHLfIeK62VlZUhPDwcmZmZ2LNnD1xcXCx+n1rN4yeeeAIpKSk15rGnpyeioqKwa9cuDUZa19mzZ/Hbb79pMpd1Oh369OlzS+byRx99hF69emn2XvSysjKUlZXdknns5OQEV1dXZGZmIjExUfU8bmgf1atXL9jY2NSYu+np6Thz5oyquWvJfaCadkFBAYxGI3Q6HbZv3676iu6NHbvcOAGhau421H/xxRfrzF0AeOeddxAbG2uR8Vfeh5q521C/ffv28PT0bPTcNWX8H330EUaMGAFXV9cGu2r7le8Nb8z8NWXsrVu3RsuWLfHdd9/hwoULJn3yQ3WV+wxz52xDfUup3jdn3hLdDu6Jd+8XFhYiKyur6r9Pnz6N5ORkODs7w2AwmN2PiIjAxo0bsW3bNrRo0QK5ubkAbhzw2Nvbm92Pjo7GsGHDYDAYcOXKFWzcuBHx8fGaHBy3aNECXbt2rbFNr9fDxcWlzvbGeOGFFxAWFgZvb2/k5OQgJiYG1tbWeOyxx8xuAzc+4mHAgAFYsGABwsPDcejQIaxZswZr1qzRpA/c+KMfGxuLiRMnan7Bi7CwMLz55pswGAzo0qULkpKSsGzZMkyZMkWTfuXHsfj7+yMrKwtRUVEICAjA5MmTG9VraC7NmjULf/3rX3HffffBx8cH8+bNg6enJ0aNGmV2+9KlSzhz5kzVZzdXHrR5eHiouhjP7/XbtGmDP/7xjzh69Ci++uorlJeXV81jZ2dn6HQ6s/ouLi548803MWLECLRp0wa//vorVqxYgezsbNUfl9bQ41N70W9jYwMPDw/4+/ub3Xd2dsZrr72GRx99FB4eHjh58iTmzJkDPz8/DB06VJPxR0VFYdy4cRg4cCAefPBBxMXFYceOHYiPj9ekD9w4aNuyZQuWLl2qqqm2PWjQIERFRcHe3h7e3t7Yv38/1q1bh2XLlmnS37JlC1xdXWEwGJCamorIyEiMGjVK9YXLGtpHOTk5YerUqZg9ezacnZ3h6OiIZ599FkFBQejfv7/ZfeDGZ/Hm5uZW/Zypqalo0aIFDAbD714krKF25YF4cXExNmzYgIKCAhQUFAAAXF1dG3wiuKH+qVOnsHnzZhiNRri6uuLs2bNYuHAh7O3t8cgjj5j92Nzs75fBYFC1IG6of/LkSWzcuBGPPPIIXFxckJKSgueffx4DBw5U9XGWDfUVRUFUVBRiYmIQGBiIHj164JNPPsGJEyfwj3/8w+x+paysLHz//ff4+uuvG2ya0g8ICICfnx+mTZuGJUuWwMXFBV9++SV2796Nr776yuyxx8bGolOnTnB1dUVCQgIiIyPx/PPPq/q7/HvHfubO2Yb6QOPnrJq+ufOW6LbQFKe/b7XKl6LU/po4caIm/fraACQ2NlaT/pQpU8Tb21t0Op24urrKkCFD5Ntvv9WkXR8t3xM9btw4adOmjeh0Omnbtq2MGzeuURdk+T07duyQrl27iq2trQQEBMiaNWs07e/atUsASHp6uqZdkRsvZYqMjBSDwSB2dnbi6+srL7/8spSUlGjS37x5s/j6+opOpxMPDw+JiIiQvLy8RvcamksVFRUyb948cXd3F1tbWxkyZIjqx62hdmxsbL3/PyYmxux+5UvE6/vat2+f2f2rV6/K6NGjxdPTU3Q6nbRp00ZGjBhh0oXFTP07Zup7on+vX1xcLEajUVxdXcXGxka8vb3lqaeektzcXE3H/9FHH4mfn5/Y2dlJYGCgSW+fUNNfvXq12NvbmzwHGmqfO3dOJk2aJJ6enmJnZyf+/v6ydOlS1R+F11D/vffeEy8vL7GxsRGDwSCvvPKKSX8j1Oyjrl69KjNmzJBWrVqJg4ODjB49Ws6dO6dZPyYmplH7yYbaN3vsAMjp06fNHnt2drYMGzZM3NzcxMbGRry8vGT8+PFy4sQJzR6b+r5H7dvOGuqfOXNGBg4cKM7OzmJrayt+fn4SFRWl+noPasf/1ltviZeXlzg4OEhQUJD861//0rQfHR0t7dq1k/LyclVdU/oZGRkyZswYcXNzEwcHB+nevXudj7xqbHvu3Lni7u4uNjY2ct9995n0d6GhYz9z5qyafmPnrJq+ufOW6HagiIiAiIiIiIiIiBrE90QTERERERERqcRFNBEREREREZFKXEQTERERERERqcRFNBEREREREZFKXEQTERERERERqcRFNBEREREREZFKXEQTERERERERqcRFNBEREREREZFKXEQTERERERERqcRFNBER3RK5ubmIjIyEn58f7Ozs4O7ujuDgYKxcuRLFxcVNPTwiIiIiVZo19QCIiOjud+rUKQQHB6Nly5ZYsGABunXrBltbW6SmpmLNmjVo27YtRowYUef7ysrKYGNj0wQjJiIiIqofz0QTEZHFzZgxA82aNUNiYiLCw8PRqVMn+Pr6YuTIkdi5cyfCwsIAAIqiYOXKlRgxYgT0ej3efPNNAMDKlSvRoUMH6HQ6+Pv7Y/369VXtn3/+GYqiIDk5uWpbXl4eFEVBfHw8ACA+Ph6KomDnzp3o3r077Ozs0L9/fxw/fvyWPQZERER0d+AimoiILOq3337Dt99+i4iICOj1+npvoyhK1b/nz5+P0aNHIzU1FVOmTMHWrVsRGRmJv/zlLzh+/DimTZuGyZMnY9++fSaPJSoqCkuXLsXhw4fh6uqKsLAwlJWVNfpnIyIionsPF9FERGRRWVlZEBH4+/vX2N66dWs0b94czZs3x9y5c6u2jx8/HpMnT4avry8MBgOWLFmCSZMmYcaMGejYsSNmz56NMWPGYMmSJSaPJSYmBg8//DC6deuGTz75BOfPn8fWrVvN/hmJiIjo3sFFNBERNYlDhw4hOTkZXbp0QUlJSdX23r1717hdWloagoODa2wLDg5GWlqayfcZFBRU9W9nZ2f4+/s3qkNERET3Ll5YjIiILMrPzw+KoiA9Pb3Gdl9fXwCAvb19je03e8n3zVhZ3Xg+WESqtvEl2kRERGQpPBNNREQW5eLigocffhjLly9HUVGRyd/fqVMnHDhwoMa2AwcOoHPnzgAAV1dXAMC5c+eq/n/1i4xV9+OPP1b9+/Lly8jIyECnTp1MHhMRERHdu3gmmoiILO6DDz5AcHAwevfujfnz56N79+6wsrLC4cOHceLECfTq1eum3xsVFYXw8HDcf//9CAkJwY4dO/DFF19gz549AG6cye7fvz8WLlwIHx8fXLhwAa+88kq9rddffx0uLi5wd3fHyy+/jNatW2PUqFGW+JGJiIjoLsVFNBERWVyHDh2QlJSEBQsWIDo6GmfPnoWtrS06d+6MF154ATNmzLjp944aNQrvvfcelixZgsjISPj4+CA2NhaDBw+uus3atWsxdepU9OrVC/7+/li8eDGMRmOd1sKFCxEZGYnMzEz06NEDO3bsgE6ns8SPTERERHcpRaq/iYyIiOguFB8fjwcffBCXL19Gy5Ytm3o4REREdAfje6KJiIiIiIiIVOIimoiIiIiIiEglvpybiIiIiIiISCWeiSYiIiIiIiJSiYtoIiIiIiIiIpW4iCYiIiIiIiJSiYtoIiIiIiIiIpW4iCYiIiIiIiJSiYtoIiIiIiIiIpW4iCYiIiIiIiJSiYtoIiIiIiIiIpX+Byiejs3DtrZaAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tmp_dict = {\n",
    "            'symbol': semimetal_elements.keys(), \n",
    "            'value': semimetal_elements.values(), \n",
    "            'extended_group': groups, \n",
    "            'period': periods\n",
    "            }\n",
    "element_df = pd.DataFrame(tmp_dict, index=symbols)\n",
    "\n",
    "fig, ax = plot_periodic_table_heatmap(element_df, property_name=\"value\")\n",
    "ax.set_title(\"Small Gap Materials (Eg < 0.1)\\n Element Occurrences Distribution\")\n",
    "fig.set_size_inches(10, 6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tmp_dict = {\n",
    "            'symbol': metal_elements.keys(), \n",
    "            'value': metal_elements.values(), \n",
    "            'extended_group': groups, \n",
    "            'period': periods\n",
    "            }\n",
    "element_df = pd.DataFrame(tmp_dict, index=symbols)\n",
    "\n",
    "fig, ax = plot_periodic_table_heatmap(element_df, property_name=\"value\")\n",
    "ax.set_title(\"Metals (Eg = 0)\\n Element Occurrences Distribution\")\n",
    "fig.set_size_inches(10, 6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tmp_dict = {\n",
    "            'symbol': insulator_elements.keys(), \n",
    "            'value': insulator_elements.values(), \n",
    "            'extended_group': groups, \n",
    "            'period': periods\n",
    "            }\n",
    "element_df = pd.DataFrame(tmp_dict, index=symbols)\n",
    "\n",
    "fig, ax = plot_periodic_table_heatmap(element_df, property_name=\"value\")\n",
    "ax.set_title(\"Insulators (Eg > 3.0)\\n Element Occurrences Distribution\")\n",
    "fig.set_size_inches(10, 6)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "parquetdb_dev",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.20"
  },
  "nbsphinx": {
   "execute": "never"
  },
  "nbsphinx-thumbnail": {
   "tooltip": "In this example, we have advanced use of ParquetDB with the Alexandria3D dataset. We show complex example of using filters to determine how many insulators, semiconductors, small-gap materials, and metals there are."
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
