From 88547d4148b0509e85984656c1313aee6fe6d9d4 Mon Sep 17 00:00:00 2001 From: Snedashkovsky Date: Mon, 19 Dec 2022 14:56:46 +0800 Subject: [PATCH 1/8] - Add the first calculations of Pussy gift - refactor utils - remove line in charts --- pussygift.ipynb | 990 ++++++++++++++++++++++++++ src/extractor_cosmos_sdk_snapshots.py | 90 +-- src/utils_charts.py | 4 +- 3 files changed, 1042 insertions(+), 42 deletions(-) create mode 100644 pussygift.ipynb diff --git a/pussygift.ipynb b/pussygift.ipynb new file mode 100644 index 0000000..cc47a51 --- /dev/null +++ b/pussygift.ipynb @@ -0,0 +1,990 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "collapsed": true + }, + "source": [ + "## Pussy Gift. BOOT, ATOM, OSMO, LUNA, HUAHUA, JUNO, DSM, STARS, UMEE, GRAV and EVMOS Analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "from math import log10\n", + "from typing import Optional\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib as mpl\n", + "from IPython.core.display import display, HTML\n", + "\n", + "from src.extractor_cosmos_sdk_snapshots import get_balances\n", + "from src.utils_charts import grade_boundaries_analysis" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 2, + "outputs": [], + "source": [ + "initial_boundary_dict = {\n", + " 'atom': 0.1,\n", + " 'luna': 1,\n", + " 'osmo': 1,\n", + " 'huahua': 10_000,\n", + " 'boot': 10_000,\n", + " 'dsm': 30,\n", + " 'juno': 0.5,\n", + " 'stars': 20,\n", + " 'umee': 100,\n", + " 'graviton': 100,\n", + " 'evmos': 2\n", + "}" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 3, + "outputs": [], + "source": [ + "def set_grade(x: float, boundaries: list) -> Optional[int]:\n", + " if x > boundaries[2]:\n", + " return int(3)\n", + " elif x > boundaries[1]:\n", + " return int(2)\n", + " elif x > boundaries[0]:\n", + " return int(1)\n", + " return None\n", + "\n", + "\n", + "def analyze_chain(snapshot_url: str,\n", + " coin: str,\n", + " coin_for_display: str,\n", + " initial_boundary: float,\n", + " max_show_value: int,\n", + " segment: str,\n", + " decimals: int = 6,\n", + " value_transform_func=lambda x: log10(x) if x >= 0.1 else -1.8,\n", + " balances_items=None) -> [pd.DataFrame, list]:\n", + " if balances_items is None:\n", + " balances_items = ['delegated']\n", + " _balances_df = get_balances(snapshot_url=snapshot_url, coin=coin, decimals=decimals, balances_items=balances_items)\n", + " _balances_agg_df = _balances_df.groupby('balance_coin_rounded')['address'].agg(\n", + " [('number_of_addresses', np.count_nonzero)]).reset_index()\n", + "\n", + " _boundaries = grade_boundaries_analysis(\n", + " distribution_df=_balances_agg_df,\n", + " value_column='balance_coin_rounded',\n", + " address_column='number_of_addresses',\n", + " address_chart_label='Number of Addresses, log10',\n", + " value_chart_label=f'{coin_for_display} Balance, log10',\n", + " value_name=f'{coin_for_display} Balance',\n", + " value_transform_func=value_transform_func,\n", + " chart_title=f'Distribution of {coin_for_display} Balances by Addresses',\n", + " max_show_value=max_show_value,\n", + " initial_boundary=initial_boundary,\n", + " level_line_shift=0,\n", + " boundary_round=0)\n", + "\n", + " _balances_df.loc[:, 'grade'] = _balances_df['balance_coin'].map(\n", + " lambda x: set_grade(x, boundaries=_boundaries))\n", + " _balances_df.loc[:, 'segment'] = segment\n", + "\n", + " return _balances_df, _boundaries" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Get Snapshots\n", + "- Bostrom\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 4,939,850 block.\n", + "- Chihuahua\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 4,890,535 block.\n", + "- Cosmoshub\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 12,948,921 block.\n", + "- Desmos\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 6,121,401 block.\n", + "- Evmos\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 7,682,206 block.\n", + "- Gravity\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 4,684,716 block.\n", + "- Juno\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 5,837,080 block.\n", + "- Osmosis\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 7,025,000 block.\n", + "- Stargaze\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 5,720,382 block.\n", + "- Terra\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 2,544,937 block.\n", + "- Umee\n", + "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 3,984,825 block." + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. HUAHUA Owners\n", + "HUAHUA balances are calculated as the sum of available, delegated and unbonding balances" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 4, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
110000 < HUAHUA Balance <= 1775462.01974289.0
21775462.0 < HUAHUA Balance <= 25416030.0221710.0
325416030.0 < HUAHUA Balance2231.0
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "huahua_balances_df, huahua_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/chihuahua_4890535.json\",\n", + " coin='uhuahua',\n", + " coin_for_display='HUAHUA',\n", + " initial_boundary=initial_boundary_dict['huahua'],\n", + " max_show_value=100_000_000,\n", + " segment='ChiHuaHua')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. BOOT Owners\n", + "BOOT balances are calculated as the sum of available, delegated and unbonding balances" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 5, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
110000 < BOOT Balance <= 1374699066.0626289.0
21374699066.0 < BOOT Balance <= 144305883038.070410.0
3144305883038.0 < BOOT Balance711.0
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
", + "image/png": 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\n" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "boot_balances_df, boot_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/bostrom_4939850.json\",\n", + " coin='boot',\n", + " coin_for_display='BOOT',\n", + " initial_boundary=initial_boundary_dict['boot'],\n", + " max_show_value=10_000_000_000_000,\n", + " segment='Bostrom',\n", + " decimals=0)" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. DMS Owners\n", + "DMS balances are calculated as the sum of available, delegated and unbonding balances" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 6, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
130 < DSM Balance <= 2112.0616589.0
22112.0 < DSM Balance <= 142856.069410.0
3142856.0 < DSM Balance701.0
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
", + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dsm_balances_df, dsm_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/desmos_6121401.json\",\n", + " coin='udsm',\n", + " coin_for_display='DSM',\n", + " initial_boundary=initial_boundary_dict['dsm'],\n", + " max_show_value=1_000_000_000_000,\n", + " segment='Desmos')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. GRAV Owners\n", + "GRAV balances are calculated as the sum of available, delegated and unbonding balances" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 7, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
1100 < GRAV Balance <= 14022.0524289.0
214022.0 < GRAV Balance <= 876552.058910.0
3876552.0 < GRAV Balance601.0
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
", + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grav_balances_df, grav_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/gravity_4684716.json\",\n", + " coin='ugraviton',\n", + " coin_for_display='GRAV',\n", + " initial_boundary=initial_boundary_dict['graviton'],\n", + " max_show_value=1_000_000_000_000,\n", + " segment='Gravity')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. JUNO Owners\n", + "JUNO balances are calculated as the sum of available, delegated and unbonding balances" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 8, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
10.5 < JUNO Balance <= 204.09193488.9
2204.0 < JUNO Balance <= 4300.01041710.1
34300.0 < JUNO Balance10341.0
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
", + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "juno_balances_df, juno_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/juno_5837080.json\",\n", + " coin='ujuno',\n", + " coin_for_display='JUNO',\n", + " initial_boundary=initial_boundary_dict['juno'],\n", + " max_show_value=100_000_000,\n", + " segment='Juno')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. STARS Owners\n", + "STARS balances are calculated as the sum of available, delegated and unbonding balances" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 9, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
120 < STARS Balance <= 6122.03699789.0
26122.0 < STARS Balance <= 124540.0415810.0
3124540.0 < STARS Balance4161.0
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
", + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "stars_balances_df, stars_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/stargaze_5720382.json\",\n", + " coin='ustars',\n", + " coin_for_display='STARS',\n", + " initial_boundary=initial_boundary_dict['stars'],\n", + " max_show_value=100_000_000,\n", + " segment='Stargaze')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. UMEE Owners\n", + "UMEE balances are calculated as the sum of available, delegated and unbonding balances" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 10, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
1100 < UMEE Balance <= 10568.06923189.0
210568.0 < UMEE Balance <= 65542.0778110.0
365542.0 < UMEE Balance7791.0
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
", + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "umee_balances_df, umee_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/umee_3984825.json\",\n", + " coin='uumee',\n", + " coin_for_display='UMEE',\n", + " initial_boundary=initial_boundary_dict['umee'],\n", + " max_show_value=50_000_000,\n", + " segment='Umee')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. Evmos Owners\n", + "EVMOS balances are calculated as the sum of available, delegated and unbonding balances" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 11, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
12 < EVMOS Balance <= 746.09907589.0
2746.0 < EVMOS Balance <= 8622.01112510.0
38622.0 < EVMOS Balance11141.0
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
", + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "evmos_balances_df, evmos_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/evmos_7682206.json\",\n", + " coin='aevmos',\n", + " coin_for_display='EVMOS',\n", + " initial_boundary=initial_boundary_dict['evmos'],\n", + " max_show_value=1_000_000,\n", + " segment='Evmos',\n", + " decimals=18)" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. Atom Owners\n", + "ATOM balances are calculated as the sum of available, delegated and unbonding balances" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 12, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
10.1 < ATOM Balance <= 104.048459689.0
2104.0 < ATOM Balance <= 1858.05435710.0
31858.0 < ATOM Balance54441.0
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
", + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "atom_balances_df, atom_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/cosmoshub_12948921.json\",\n", + " coin='uatom',\n", + " coin_for_display='ATOM',\n", + " initial_boundary=initial_boundary_dict['atom'],\n", + " max_show_value=300_000,\n", + " segment='CosmosHub')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. Luna Owners\n", + "LUNA balances are calculated as the sum of available, delegated and unbonding balances" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 13, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
11 < LUNA Balance <= 386.039630289.0
2386.0 < LUNA Balance <= 6396.0441259.9
36396.0 < LUNA Balance49801.1
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
", + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "luna_balances_df, luna_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/terra_2544937.json\",\n", + " coin='uluna',\n", + " coin_for_display='LUNA',\n", + " initial_boundary=initial_boundary_dict['luna'],\n", + " max_show_value=300_000,\n", + " segment='Terra')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Analysis of Grade Boundaries. Osmo Owners and Liquidity Providers\n", + "Amounts of liquidity are calculated based on the balances of pool tokens and the balances of staked pool tokens.\n", + "Amounts of liquidity are converted into OSMO based on the pool prices.\n", + "OSMO balances are calculated as the sum of available, delegated and unbonding balances.\n", + "The ranking is based on the sum of pool liquidity and OSMO balances." + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 14, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggestion of Rules: \n", + "\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
11 < OSMO Balance <= 498.011671889.0
2498.0 < OSMO Balance <= 12618.01312010.0
312618.0 < OSMO Balance13131.0
\n
" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": "
", + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "osmo_balances_df, osmo_boundaries = analyze_chain(\n", + " snapshot_url=\"data/pussy/osmosis_7025000.json\",\n", + " coin='uosmo',\n", + " coin_for_display='OSMO',\n", + " initial_boundary=initial_boundary_dict['osmo'],\n", + " max_show_value=1_000_000,\n", + " segment='Osmosis')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Distribution Rules\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Grade
123
BOOT Staking and Liquidity Balance > 10,000 > ? > ?
HUAHUA Staking Balance > 10,000 > ? > ?
ATOM Staking Balance > 0.1 > ? > ?
DSM Staking Balance > 30 > ? > ?
EVMOS Staking Balance > 1 > ? > ?
GRAV Staking Balance > 100 > ? > ?
JUNO Staking Balance > 0.5 > ? > ?
OSMO Staking Balance and Liquidity > 1 > ? > ?
STARS Staking Balance > 20 > ? > ?
LUNA Staking Balance > 1 > ? > ?
UMEE Staking Balance > 100 > ? > ?
" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Create Distribution Table" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 15, + "outputs": [], + "source": [ + "balances_df = pd.concat(\n", + " [atom_balances_df,\n", + " boot_balances_df,\n", + " huahua_balances_df,\n", + " dsm_balances_df,\n", + " grav_balances_df,\n", + " evmos_balances_df,\n", + " osmo_balances_df,\n", + " juno_balances_df,\n", + " stars_balances_df,\n", + " umee_balances_df,\n", + " luna_balances_df])" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 16, + "outputs": [ + { + "data": { + "text/plain": "segment grade\nTerra 1.0 396305\nCosmosHub 1.0 320021\nOsmosis 1.0 116719\nEvmos 1.0 97152\nJuno 1.0 94899\nUmee 1.0 69058\nCosmosHub 2.0 54315\nTerra 2.0 44123\nStargaze 1.0 36815\nChiHuaHua 1.0 19614\nOsmosis 2.0 13119\nEvmos 2.0 11124\nJuno 2.0 10410\nUmee 2.0 7782\nBostrom 1.0 6254\nDesmos 1.0 6124\nCosmosHub 3.0 5443\nGravity 1.0 5191\nTerra 3.0 4979\nStargaze 2.0 4158\nChiHuaHua 2.0 2217\nOsmosis 3.0 1313\nEvmos 3.0 1114\nJuno 3.0 1034\nUmee 3.0 778\nBostrom 2.0 704\nDesmos 2.0 695\nGravity 2.0 589\nStargaze 3.0 416\nChiHuaHua 3.0 223\nBostrom 3.0 71\nDesmos 3.0 69\nGravity 3.0 60\ndtype: int64" + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "balances_df[['segment', 'grade']].value_counts()" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 17, + "outputs": [ + { + "data": { + "text/plain": "grade 1.0 2.0 3.0\nsegment \nBostrom 6254 704 71\nChiHuaHua 19614 2217 223\nCosmosHub 320021 54315 5443\nDesmos 6124 695 69\nEvmos 97152 11124 1114\nGravity 5191 589 60\nJuno 94899 10410 1034\nOsmosis 116719 13119 1313\nStargaze 36815 4158 416\nTerra 396305 44123 4979\nUmee 69058 7782 778", + "text/html": "
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grade1.02.03.0
segment
Bostrom625470471
ChiHuaHua196142217223
CosmosHub320021543155443
Desmos612469569
Evmos97152111241114
Gravity519158960
Juno94899104101034
Osmosis116719131191313
Stargaze368154158416
Terra396305441234979
Umee690587782778
\n
" + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "balances_df[['segment', 'grade']].value_counts().reset_index().rename(columns={0: 'cnt'}).pivot(index='segment',\n", + " columns='grade',\n", + " values='cnt')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 18, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total addresses 1,897,080\n" + ] + }, + { + "data": { + "text/plain": "", + "text/html": "
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segmentcnt
CosmosHub544397
Terra447305
Evmos245473
Osmosis229183
Juno199650
Umee87051
Stargaze67524
ChiHuaHua48080
Gravity10489
Desmos9583
Bostrom8345
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gradecnt
1.01168152
2.0149236
3.015500
\n
" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "total_addresses = len(balances_df[['segment', 'grade']])\n", + "print(f\"Total addresses {total_addresses:>,}\")\n", + "\n", + "balances_agg_by_segment_df = balances_df[['segment']].value_counts().reset_index().rename(columns={0: 'cnt'})\n", + "balances_agg_by_grade_df = balances_df[['grade']].value_counts().reset_index().rename(columns={0: 'cnt'})\n", + "display(HTML(balances_agg_by_segment_df.to_html(index=False, notebook=True, show_dimensions=False)),\n", + " HTML(balances_agg_by_grade_df.to_html(index=False, notebook=True, show_dimensions=False)))" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 19, + "outputs": [ + { + "data": { + "text/plain": "
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nixcv2tqSkpLk6uqaato2Ly8vSTdG9NyL2bNny9PTUy1btrS1JSQk2ApLefPmtbVJ0ieffKLXX39dVapUueUx27dvr2nTpt1TDgDIbZJSrJq65awajdiocRtOU/wBsrlkq6FZO86p0YiN+mHNcUUn2P902gAyDgUgAPYhIVr66xvpp9rSwbmSmLrgpkLXmGoK2d+uwGtqO36r3pm5R2fDYsyOc9+Sk5O1ZcsWNWnSxDZl1e106tRJEyZMUL9+/bR48WJVqVJFL774opYuXWrr07JlS127dk2TJ0/WihUr1LdvX8XEpL5HISEh+uijj/TZZ59p1qxZOn36tDp16qQOHTqoevXq+uOPP1S7dm29+uqrqUa1/PTTT+rRo4eaN2+uZcuWqUuXLho8eLD69etn6/Phhx9q+fLlGjp0qP7880+NGDFCrq6uaa4lJSVFycnJqb5SUlLu5zbavPXWWypbtqwWLlyoV199VZ999tlt1+25nbi4OPn5+cnJyUlVqlTRxIkT072Gnj176rPPPlORIkVueaydO3dq9uzZaQpZd8MwDCUnJysiIkIzZszQmjVr1LNnT9v2+Pj4dO+vq6urjh27dUF/zpw5slqteuWVV+6YYd26dapXr94d+504cUJXrlxR5cqVbW0vv/yykpOTNXDgQF29elUXL17UBx98oBIlSqh169Z3POZNSUlJ+uOPP9SmTZtUxaS6detq4sSJunr1qsaMGSMvLy9VqFBB27dv159//qnBgwff9rj16tXT/v37bWsbAQBSW334kpqO3KTBy47qakzinXcAkG3EJqbop79OqeF3G/TblrNKSqF4C+DOmAIOQM5mtUr7ZkgbhkjRl81Oky05xIaqvk+EtlzzNjsKcEerDodo3bHLeuWRkurTpLzyu6f9IDw7u3r1qhISElSyZMk79j148KAWLlyoX375RW+//bYk6ZlnnlFgYKC+/PJLtWrVSmFhYTp79qzGjBljGyWR3oiT8PBwbdq0SVWrVpUkXbx4Ub169dInn3xiG4lUt25dLVy4UIsXL1afPn2UkpKir776Si+//LJ+/PFHSVKzZs2UmJioH374QZ9++qny58+vnTt3qmPHjurcubPtfOmNALrb6dXuRePGjTVixAhJN6ZLu3z5sr755hu99dZbcnC4+/eYypUrp+HDh6tWrVqKj4/X7Nmz9dZbbykyMlJ9+/a19Rs/frxiYmJs06ylx2q16r333tNHH30kf39/BQYG3tM1rV+/Xk2bNpUkOTk5aezYsWrXrp1te/ny5XXhwgVdvHhRRYsWlXRj7aAjR44oLi7ulsedPXu2Hn/8cZUuXfq25zcMQ7t379YLL7xwx369e/dW0aJFUxWVypcvr/Xr16t169a2EVn+/v5at26dbSTQ3Vi1apXCw8NTTf8mSZ9//rmaNWumAgUKyMXFRVOmTFHevHnVu3dvDRky5I7nuDn93c6dO/X888/fdR4AsHenrkTry2VH9M/JMLOjAHhAV2MS9eWyo5q5PUiDW1XVk+X9zI4EIBtjBBCAnOv0X9IvT0jLelP8uYNWPufMjgDctaQUQ9O3BanhiI2avPmsUnLgYsTpTWf2XzfXMWnfvn2q9g4dOmjfvn2KiYlR/vz5VapUKX366aeaNm2aLly4kO6xihYtaiv+SFKFChUkSU8//bStzdvbWwULFtT58+clSQEBAQoLC0v3/ImJidq5c6ck6eGHH9bUqVP1/fff6/Dhw7e8nunTp2vXrl2pvu53tM5Nbdq0SfV9u3btFBwcfMv7cCuvvvqq+vbtqyZNmuj555/XrFmz1K5dO33zzTdKSkqSdGO6uc8//1wjR46Ui4vLLY81adIkhYSEqH///vd+QZIeffRR7dq1S+vWrdP777+vXr16afLkybbtHTt2lIeHh9544w2dOXNGFy5cULdu3RQdHX3Lv1cBAQHat29fmmJKeq5du6aEhAT5+d3+g4LBgwdr/fr1mj59uvLly2drP3HihF588UU1a9ZMa9eu1bJly1SqVCk9++yzunz57n8Xz5o1S4UKFVKTJk1StZcqVUpHjx7ViRMnFBYWpk6dOmnKlCkyDENdu3bVjh07VKdOHfn6+qp169ZpRvoUKFBAknTp0qW7zgIA9iwmIVnDVh7Ts2P+pvgD2JnToTF6bfJOvTV9t86Hx5odB0A2RQEIQM5zPUSa11ma0Ua6csTsNDnCIw4BZkcA7ll0QrK+Xn5Urcdt1sELEWbHuSv58+dXnjx5dO7cnYuu165dk7Ozs3x9fVO1FypUSIZhKCIiQhaLRWvWrFHlypX13nvvqUSJEqpTp47+/vvvVPt4e3un+v5mASO99vj4eNv5b57vv+eXbowqkm5ME/faa6/phx9+UPXq1VWyZEn9/PPPaa6ncuXKqlOnTqqvihUr3vE+3E7BggXTzZYRH+6/9NJLioyM1KlTpyTdGHlSo0YNPfnkk4qIiFBERIRtKrubf46OjtaAAQM0cOBAJSYmKiIiQlFRUZKk2NhY259vx8PDQ3Xq1FGTJk00YsQIvffee/rwww9t0+X5+vpq7ty5Onz4sMqWLasSJUro0qVL6ty58y2npZs1a5acnJzUoUOHO57/5s8/vWnmbpo4caK++uorTZgwIU2BZsCAASpcuLCmT5+up59+Wi1atNDy5ct17do1jRkz5o7nl26MaFq2bJk6dOggR0fHNNsdHR1Vvnx5eXh4KDIyUp999pl++uknJSUl6cUXX1SHDh10/vx5WSwW9e7dO9W+N6/rdqOlACC3WLI/WI1/2KgJf59RUkrOe6EGwN1Zc/Synh65SSPXnlB80oNNwQzA/lAAApBzWK3SzonS2Eeko4vNTpOjFL9+0OwIwH07HBylF8Zt0eClR3Q9PsnsOLfl5OSk+vXra/369UpOvv3irL6+vkpKSrIVYm66fPmyLBaLrXhToUIFzZ8/X9euXdPGjRvl6uqqli1bKjo6+oGy3iw8XblyJc35/73dy8tLo0eP1qVLl3Tw4EE1a9ZM7777rm0E071ydXVVYmLqNQf+ew9uulW2263Pc78CAgL0999/y8fHx/a1ZcsW/fnnn/Lx8dG6desUFhamq1evqkePHrY+N6cc69y5s23k1b2oXbu2oqKiUo1kad68uc6dO6ejR4/qzJkz2rRpk0JCQm45zd6cOXP09NNP33FUj/S/n2tERES62xctWqR33nlHX331lbp27Zpm+9GjR23XfJO7u7vKlSun06dP3/H8N88RFxd3VyOWBg8erObNm+uxxx5TQECAgoOD9c477yhfvnzq1q2b1q5dm6r/zevKnz//XWUBAHt0POS6OkzYpj5z9+tyVILZcQBkgYRkq35cf1LNRv2tvwKYIQXA/1AAApAzhBySJj8trewrJUSanSbHcY48owr5eBsaOZfVkKZuDdTTIzdp5aHsPbXThx9+qJCQEA0ZMiTd7StXrpQkPfHEE5Kk+fPnp9o+f/581apVK9W0W5Lk7Oyshg0bqn///oqKitLFixcfKGfFihXl5+eX5vzz5s2Ti4uLHnnkkTT7VK9eXaNGjZIkHTt27L7OW7x48TT7/vdD/JsWLVqU6vsFCxaoaNGiKl68+H2d+9/mzp0rb29vlStXTpI0evRobdiwIdXXQw89pMcee0wbNmzQI488osKFC6fpM2fOHEk3ChULFy685xybN2+Wp6enbeqymxwdHVW5cmWVLl1aAQEBWrdunbp3755m/x07duj06dN3VUyRpDx58qhkyZI6e/Zsmm0bN27UK6+8ou7du9vWjvqvUqVKad++fTKM/71JHhUVpZMnT8rf3/+uMsyePVtly5bVo48+ett+x44d0/Tp0zV8+PBU7bGxN6Y4iYmJSZVDkm1NpgcdfQYAOVFUfJK+XHZEz//4j3acDTc7DgATnAuPVdepu/XW9N0KjuAzAACSk9kBAOC2EmOkDUOlHb9I1tu/TY/ba+d3TkNj+EAMOdvlqAS9O2uvGlcqqK9aV1Vxn7xmR0rjueeeU79+/TR48GAdPXpUL7/8sgoUKKCzZ89qypQpioyM1HPPPacaNWqobdu2+vDDDxUXF6eKFStq5syZ2rp1q5YsWSJJOnjwoD766CN16NBBZcuWVWRkpIYNGyZ/f3+VLVv2gXI6Ojpq0KBB6t27twoWLKjnnntO27dv1/Dhw/X+++/bRlDUr19fbdq0UbVq1eTo6Kjp06fLxcVFTz755H2dt127dho9erTq1q1ru+bg4OB0+/7111/6+OOP1bRpU61du1YzZszQuHHj5OBwb+8w1a5dW507d1alSpUUFxenWbNmaeHChRo9erScnZ0lSTVr1kyzn7e3t9zd3dWoUSNb27//LP2v4FC1alXVq1fP1j548GB9+eWXOnv2rPz9/XXw4EF98sknat++vfz9/RUdHa3ly5dr0qRJGjZsmJyc/vfP8k8++USPPfaYvLy8dODAAX3zzTd6/fXX1bhx4zQZZ8+eLTc3tzTrJd1O/fr1tWfPnlRtx44d0wsvvKDy5cvrtdde0/bt223b/Pz8bH/fevTooRdeeEGdOnXS66+/rvj4eP3www9KSEhQt27dbPu8+eabmjZtWpqRcKGhoVq3bt1draHUp08f9e/fX4ULF5Z0o6hTtGhRffjhh3r99dc1bNiwNFPU7d69W+7u7un+PAHAnq05EqKBiw/rynVG/AC4MS3cPyfD9FGzCupav7QcHO68RikA+0QBCED2FbBSWtVPijxvdhK7UN/5pCQKQLAPfwVc0bbTV9Xn6fLq9kRpOTlmr0HNw4cPV7169TR27Fh17dpVMTExKlasmJo3b66+ffva+s2cOVMDBgzQt99+q/DwcFWqVEkLFixQy5YtJUmFCxdW4cKFNWzYMAUHB8vLy0tPPvmkZs6cme7aKfeqV69ecnZ21siRIzV+/HgVKVJEgwcP1oABA2x96tevr+nTp+vs2bNycHBQ9erVtWzZMlWuXPm+zjlo0CBduXJFX375pRwcHPT222+rT58++uijj9L0nTBhgn799VeNHz9eHh4e+vrrr/Xuu+/e8znLlSunUaNGKSQkRBaLRdWrV9fMmTPVqVOn+7qGuxETEyNXV1fbVH6FChWSt7e3vvrqK4WEhMjLy0uVKlXSokWL1Lp161T7XrhwQe+8846uXbum0qVL67PPPlOfPn3SnCMlJUXz5s1Ty5Yt5e7uftfZ2rVrp06dOun69evy8PCQdGMkUWRkpCIjI1W/fv1U/Tt37qypU6dKklq3bq158+ZpxIgR6tChg1xcXFSrVi1t2LBB5cuXT5Xt5rpG/zZv3jwlJyffccTSokWLFBQUpPfff9/W5urqqvnz5+vdd9/Viy++qCeffDLNukOrVq1SmzZtMuS/DwDICa5GJ+iLpUe0/GD2HiENIOvFJaXomxXHtOLQJY1oV0PlCnqYHQmACSzGf+dNAACzRV2UVn4sBSw3O4ldictfTZWDB9y5I5DDVCrsoSFtqqt2KR+zowA2Tz75pKpXr67x48ebHSWNpKQklSxZUsOHD9frr79udpwMc+3aNRUuXFhr165VgwYNzI4DAJlu6YGLGrz0iMJjEu/cGUCu5uLkoD5NyuvtBmWy3ctzADIXBSAA2cuB36VVH0vxrPOT0QyLox61TtGVBGezowAZzmKROj5SUp89X1l5XRjgDHMlJiaqQIECOnTokEqVKmV2nHSNGTNG06dPTzMVXE721VdfaePGjfrrr7/MjgIAmepKVLw+W3xYa4+y0DuAe1OtmKdGtHtIlYt4mh0FQBah5Asge4gNl+a9Li16i+JPJrEYKXqxYPrrbAA5nWFIs3ac03Nj/tG+c9fMjoNczsXFRVFRUdm2+CP9by2fsLAws6NkGF9fX/34449mxwCATDVv93k9PXITxR8A9+VwcJRajd2skWtPKCnFanYcAFmAEUAAzHfiT2lpLymah5jMtqNEN3U4mXYRccCeODlY9N5T5dS7SXk5stgpAACwAxcj4tR/4SH9fSLU7CgA7ESlwh76rl0N1SjubXYUAJmIAhAA8yRES39+Ku2dbnaSXCOy0KN6KCjtQuKAPapV0lujO9RUqfz5zI4CAABw35YduKgBiw7penyy2VEA2BlHB4t6Ny6vno3L8fIcYKcoAAEwR9BWaVEPKSLI7CS5iuHkpipxvyouxdHsKECWyOfiqEEtqujlR0qaHQUAAOCexCQk64ulR7RgzwWzowCwc4/4+2r0yzVV1NvN7CgAMhgFIABZKzlB+utrads4yWC+WTP08x6peSGFzY4BZKlmVQrp2xdryDefi9lRAAAA7ujA+Qj1mbtPgVdjzY4CIJfwcnPWsLbV9Vz1ImZHAZCBKAAByDphJ6X5XaTLh81OkqutL9FLb5583OwYQJbz83DViHY11KhiQbOjAAAApMtqNfTL36c1au0JJaXwcQ2ArNehTgl90aqK8ro4mR0FQAagAAQgaxxaIC3rIyVGm50k17tStIkeOfOm2TEA03R+vJQ+fa6y8jgzFSIAAMg+LkfF64Pf92vr6atmRwGQy5Xxy6cfX66lasW8zI4C4AFRAAKQuZITpNX9pd1TzE6C/2d181XZiJ9kGCzwiNyrXEF3jev4sCoW9jA7CgAAgNYcCdEnfxzUtdgks6MAgCTJxdFB/Z6pqDefKC2Lhc8PgJyKAhCAzBN+VprfWbp0wOwk+I83843V+qu+ZscATOXm7KhhbavrhVrFzI4CAAByqeQUq4atCtDkzWfNjgIA6Xqqop9Gd6glr7zOZkcBcB8czA4AwE4dWyZNaEjxJ5tq4R1odgTAdHFJKXr/9/0atPiwEpOtZscBAAC5TOj1BHWatIPiD4BsbcPxULUcu1lHL0aZHQXAfaAABCBjpSRJqz+Vfn9VSog0Ow1uobbluNkRgGxjxvYgvTRhmy5GxJkdBQAA5BJ7gq6p5U+bteNsuNlRAOCOzoXHqu3PW7R4X7DZUQDcI6aAA5BxIi9I87tIF3aZnQR3kOxRXOVCvzM7BpCt+OZz0Y8v19IT5QuYHQUAANixGdsC9fXyY0pMYQQygJynSz1/DXy+spwcGVcA5AQUgABkjMDN0rzXpdirZifBXWrl8qsORrmbHQPIVhwdLPrkmYp6q0FZs6MAAAA7E5+Uos8WHdYfey+YHQUAHsgj/r4a26mWCnrkMTsKgDugVAvgwe2ZJk1/geJPDtM2/3mzIwDZTorV0NCVAXp/7j7FJ6WYHQcAANiJ8+GxevHnrRR/ANiFnYHhavnTZu0JumZ2FAB3QAEIwP2zptxY72dZb8maZHYa3KPHnU6YHQHIthbvv6h2v2xlXSAAAPDANp8MU8uxm3WEBdQB2JHLUQl6+ddtmrEt0OwoAG6DKeAA3J/4KGlBV+nUWrOT4D7F+1ZSpYufmx0DyNYKuLtoXMeH9WiZ/GZHAQAAOdDsHef0+ZLDSrby0QsA+9Wlnr8GtagiRweL2VEA/AcFIAD3LvysNOdlKTTA7CR4AIYsekJTFBzvanYUIFtzdrRoWNsaale7uNlRAABADmEYhoatCtCvf58xOwoAZIkmlQrqp461lNfFyewoAP6FKeAA3JvAzdLExhR/7IBFhtoXDDY7BpDtJaUY6jv/gH5af9LsKAAAIAeIT0rRu7P2UvwBkKusD7ii9r9s0+WoeLOjAPgXCkAA7t6eadL0F6S4cLOTIIM0cOUDbeBu/bD2hAYsOqQUpnABAAC3EHo9QR1+3a5Vh0PMjgIAWe7IxSi9MG6Ljl1izTMgu6AABODODENaM1Ba1luyJpmdBhmofMIRsyMAOcrsHef09ozdiktMMTsKAADIZk5evq4247fowPkIs6MAgGkuRcar/S/btOH4FbOjABBrAAG4k5Rkacl70sG5ZidBJjAcXVQjYZKuJzNHL3Avapbw1pQudeWbz8XsKAAAIBvYfDJM78zao+vxyWZHAYBswdHBosGtquq1x0qZHQXI1RgBBODWEmOlua9Q/LFjlpREtSnIWznAvdp/PkIv/rxV567Gmh0FAACYbP7u8+ry206KPwDwLylWQ4MWH9aQFUfF+APAPBSAAKQv7po04wXp5BqzkyCTPZ3vtNkRgBzpbFiM2v68RQcvRJgdBQAAmGTSP2fU74+DSmaNQABI18R/zuqj+QdYSxUwCQUgAGlFXZSmPCud32F2EmSBqslHzY4A5Fhh0Yl6+dft2hDASDoAAHKbkWuO65sVx8SL7QBwewv3BuvdWXuUkMxaqkBWowAEILWwU9Lk5lLoMbOTIIv4hu+To8Vqdgwgx4pNTFH36bs1b9d5s6MAAIAsYBiGBi89oh//OmV2FADIMf48cllvTt2t2ESmywSyEgUgAP8TvFea0lyKPGd2EmQhS0KUmhcINzsGkKMlWw31++Ogxm3ggyAAAOxZitXQR/MPaOrWQLOjAECOs/lUmF6dtEORsUlmRwFyDQpAAG44vUGa1lKKDTM7CUzwvNdZsyMAdmHEn8f14/qTZscAAACZICE5Re/M3KOFe4PNjgIAOdbecxHq8Os2hV5PMDsKkCtQAAIgnfhTmt1BSow2OwlMUtNgyj8go4xce0Jj1lEEAgDAnsQkJKvr1F1ac/Sy2VEAIMcLCLmulyZsU3BEnNlRALtHAQjI7U6skX5/TUrhzYvcrHDEfrMjAHZl1LoTGrX2hNkxAABABoiMTVKnSTu05dRVs6MAgN04Gxaj9j9v1elQXkYGMhMFICA3O7lW+v1Vij+QY0yIHvGONDsGYFfGrD+pkRSBAADI0aLik/TalB3afz7C7CgAYHcuRsbr5V+3UwQCMhEFICC3OrlWmtuJ4g9sXvA9Z3YEwO78uP6kRq45bnYMAABwH6ITktV5yk4dvMCLUgCQWUKvJ6jjxO0KDIsxOwpglygAAbkRxR+k4xFHRioAmeHHv07p+z8pAgEAkJPEJCSry5Sd2ncuwuwoAGD3LkfdKAKdD481OwpgdygAAbnNyXUUf5CuktcPmB0BsFtjN5zSiD8DzI4BAADuQlxiit6Yuku7g66ZHQUAco2LkfF6ZeJ2BUfEmR0FsCsUgIDc5NQ6aW5Hij9Il0vEKZXJG292DMBujdtwWsNXUwQCACA7i09K0ZvTdmnn2XCzowBArnPhWpw6TtyukEg+mwAyCgUgILc4xcgf3Fk7v/NmRwDs2s8bT2vYqmNmxwAAAOlISE5R9+m7tfX0VbOjAECuFXQ1Vh0nbteVKIpAQEagAATkBoFbbhR/kvnlidt70vWk2REAuzdh0xmNXMuaWwAAZCeJyVa9PWOP/jkZZnYUAMj1zoTFqOOkHQqL5iVm4EFRAALsXchhac4rFH9wV8rEHjI7ApAr/Lj+pGbtCDI7BgAAkJRiNdRz9l5tPB5qdhQAwP87dSVanSbuUGRsktlRgByNAhBgz64FSTNflBIizU6CHCJv+BHld+EfV0BWGLT4sFYfDjE7BgAAud6nCw9qzdHLZscAAPzH8cvX9ea0XYpPSjE7CpBjUQAC7FVMmDSjjRTNh4u4exZrstr6XTI7BpArWA2pz9x92hXIItMAAJhl+OoAzdt9wewYAIBb2B10Tb3m7FOK1TA7CpAjUQAC7FFCtDSrnRR+2uwkyIEa5z1jdgQg10hItqrbtN06cfm62VEAAMh1Jv1zRj9v5JkJALK7tUcva9CSw2bHAHIkCkCAvUlJkn5/Vbq4z+wkyKEqJ/GPKiArRcYlqfOUnboYEWd2FAAAco0l+4M1ZOUxs2MAAO7S7B3nNGbdSbNjADkOBSDAnhiGtKiHdGaD2UmQg3ldPSBXB6vZMYBc5VJkvDpP2ckCpwAAZIGtp8L08fyDMphNCABylFHrTmjuznNmxwByFApAgD1Z3V86vMDsFMjhLEkxet4v1OwYQK5z8ko0C5wCAJDJAkKi9PbMPUpM4YUnAMiJPlt8WOuOXjY7BpBjUAAC7MXmUdKOX8xOATvxjMdZsyMAuRILnAIAkHkuRsSpy5Rduh6fbHYUAMB9SrEa6jlnr/YEXTM7CpAjUAAC7MGx5dK6L81OATtSw8p86IBZ1h69rIGLWYsLAICMFJOQrK5TdykkKt7sKACABxSfZFW3abt0NizG7ChAtkcBCMjpQg5LC9+SxNviyDgFI/aZHQHI1ebsPKef1rPAKQAAGcEwDL3/+34FhFw3OwoAIINci03Sm9N2KTKOdVSB2zGtAGSxWO74NXXqVLPi3bMLFy7I3d1dFotFYWFht+w3evRoWSwWtWjRIlV7ly5dbnkfvv3229ueu2/fvqpatao8PDzk6empunXrau7cuWn6JSYm6uOPP1bhwoWVL18+NW3aVMePH0/VZ+rUqelm6N+//13dhxUrVqh48eJKTEyUJB0/flw9e/ZUlSpVlDdvXpUuXVrvvPNOmnu0cuVKNWzYUH5+fnJ1dVWZMmX04YcfKjIy8q7OGxERod69e6to0aLKkyePypYtqx9++MG2PTk5Wb169ZKvr6/Kly+vVatWpTlG48aNNWrUqDTt3bt3V/fu3e8qR5aLCZPmvCIl8cYDMpZDbJga5mc4NWCmketOMLc1AAAZ4Ps1x7WW36kAYHfOhMao5+y9SmZdN+CWnMw68bZt21J9//jjj6tXr17q2LGjra1s2bJZHeu+ffTRR3J3d1dMzK0/iA8JCdGXX36pggULptk2aNAg9ejRI1Xb77//rtGjR+vZZ5+97bmjo6PVvXt3VapUSRaLRQsWLNArr7wiq9Wa6n727t1bc+fO1ciRI1WsWDENGTJETZo00ZEjR+Tl5ZXqmKtXr07VVqxYsdtmkG68VfXZZ5/pgw8+kIuLiyRp7dq1+ueff/T222/roYceUlBQkD7//HNt3LhR+/fvl6urqyQpPDxcjz76qHr37q38+fPr8OHDGjx4sA4fPqw1a9bc9rwxMTFq1KiRnJycNGrUKBUqVEgnTpxQVFSUrc+UKVO0dOlSTZ8+XevWrdPLL7+ss2fPytfXV5I0f/58hYSEqFevXmmO/8knn6hq1arq16+fypcvf8f7kGWSE6XfX5Uiz5mdBHaqpVeQNl31MTsGkGsZhvTB7/u16L36KlfQ3ew4AADkSEv2B2vchtNmxwAAZJJ/Tobpq+VH9VXramZHAbIli2EY2WLeKIvFohEjRqhv374PdJy4uDi5ubnddXtG+Ouvv9S+fXsNGDBAffv2VWhoqAoUKJCm3+uvvy6LxaKgoCC5u7tr+fLltz1uo0aNFBoaqiNHjtxzpvr16ytfvny24smFCxfk7++v8ePH66233pJ0o+hSsmRJff755+rXr5+kGyOA3njjjVtew+1s2LBBTZs21aVLl+Tn5ydJunr1qnx9fWWxWGz9tm7dqvr162vBggV68cUXb3m8iRMn6q233lJwcLCKFi16y36DBg3S7NmzdfDgQeXLly/dPu3bt9cjjzyijz/+WMnJyfLx8dHvv/+u5557TnFxcapUqZImTZqkpk2bprt/48aNVaNGDY0ePfou7kQWWfKetG+m2SlgxwKLt1ajUx3MjgHkemX88mnJe/XlkcfZ7CgAAOQoBy9E6KUJ2xSfxJvhAGDvvn6hml57rJTZMYBsJ1uvATR16lTVqFFDefLkUbFixfTZZ58pJSUl1XaLxaJt27apadOmypcvnz7++GNt3LhRFotFK1asULt27eTp6an27dtLkqZPn64nnnhCvr6+8vHxUaNGjbRz5877zpiUlKSePXvqyy+/VP78+W/Zb/PmzVq8ePEdp3O7KTg4WP/88486dep0X7ny589vm4ZNktasWSOr1Wq7D5Lk6+urZs2aaeXKlfd1jv+aNm2abRq3f+f4d/FHkmrVqiVJunjx4m2Pd/N+/vs60jNp0iR17dr1lsUfSUpISLAVAJ2cnOTi4qKEhARJ0rfffquHH374lsUf6UYBadasWUpOTr5tliyzdSzFH2S6YlH7zY4AQDemNfjg9/3KJu/sAACQI1yJilf36bsp/gBALvHVsiPaceaq2TGAbCfbFoBGjhypbt26qXnz5lq2bJk++eQT/fjjj/rss8/S9O3YsaMaN26s5cuX67XXXrO1v/XWWypbtqwWLVpkG1kUGBio119/XfPnz9fs2bNVsmRJNWjQQCdOnLivnGPGjJGjo6PeeeedW/ZJSUlRz5499dlnn6lIkSJ3ddw5c+bIarXqlVdeuav+hmEoOTlZERERmjFjhtasWaOePXvatgcEBKhgwYLy8Uk9nVPlypUVEBCQ5nhVq1aVo6OjypQpo2HDhqUqvN3KunXrVL9+/Tv227x5s+3c/5WSkqL4+Hjt3btXX331lVq1aiV/f/9bHiswMFAhISEqUKCAWrVqJVdXV/n6+qp79+6Kjo629atbt65mzJihy5cva/r06YqMjFStWrUUFBSkn376SSNHjrxt5nr16iksLEz79++/4/VlupPrpLWfm50CuYBzVJAqu8eaHQOApHXHrmjUupNmxwAAIEeIT0pR9xl7dDkqwewoAIAskpRi6N1ZexUcEWd2FCBbMW0NoNu5fv26vvjiC/Xr109Dhw6VJDVt2lQuLi768MMP9fHHH6cabdOjRw998skntu83btwoSWrVqpWGDx+e6tiff/6/D86tVquaNm2qnTt3aurUqbZz3a2LFy/qq6++0uLFi+Xo6HjLfuPHj1dMTIw++OCDuz727Nmz9fjjj6t06dJ31X/9+vW2ESxOTk4aO3as2rVrZ9t+7do1eXt7p9nPx8dH4eHhtu+LFCmiL7/8Uo8++qgsFouWLl2qgQMHKjg4WGPHjr3l+S9duqTg4GDVqFHjtjnj4+PVt29f1apVS02aNEmzvVSpUgoODpYkPfPMM5o9e/ZtjxcSEiJJ6tu3r9q2bauVK1fq5MmT6t+/v6KjozVnzhxJN9Y/WrFihQoXLiyLxaJvv/1W/v7+evHFF/Xee+/d8T7fLIjt2LFDderUuW3fTBV6QlrQVTLuXJADMkK7Auf0dXQls2MAkPTTXydVtainmlctbHYUAACytf5/HNSB8xFmxwAAZLGrMYl6a/puLehRT24ut/6sFshNsmUBaOvWrYqOjlb79u1TTbn19NNPKy4uTocPH1bDhg1t7c8//3y6x0mv/dixYxowYIC2bt2qK1eu2NrvZwRQ37591bRpUzVu3PiWfa5cuaLPP/9c06dPl4uLy10dNyAgQPv27dNPP/1011keffRR7dq1S5GRkVq9erV69eolJycnvfnmm3d9DElq3ry5mjdvbvu+WbNmcnNz06hRo247gunSpUuSlGr6t/T06NFDZ8+e1datW9NMDSdJK1euVExMjI4cOaJvvvlGLVu21Nq1a29ZYLNabwznr1ChgqZNmyZJatKkiZycnNS9e3cNGTJEZcqUkZeXl7Zt26azZ8/K29tbvr6+Wr9+vXbt2qUZM2boxIkTeuutt3TgwAHVrFlTkyZNUtmyZW3ncXJykre3t+06TREfJc15WUqINC8Dcp3HnU9KogAEZAeGIX0074DKvpdP5Qp6mB0HAIBs6de/T2vx/ttPNw4AsF9HLkap3x8H9dMrtcyOAmQL2XIKuLCwMEnSww8/LGdnZ9tX+fLlJUnnz59P1b9QoULpHue/7devX1ezZs0UFBSkkSNH6p9//tGuXbv00EMPKT4+/p4ybtu2TQsWLNDAgQMVERGhiIgIxcbemCopKirK9ufPP/9cNWrU0JNPPmnrl5ycbJuuLb01ZWbNmiUnJyd16HD3i697eHioTp06atKkiUaMGKH33ntPH374oW3qNh8fH0VGpi0cXLt2Tb6+vrc99ksvvaSUlJTbTn928/65urress/AgQM1a9YszZ8/X9WqVUu3T40aNfT444+rW7duWrJkiTZs2KBFixbd8pg3p7R76qmnUrXfHF105MgRW5vFYlGZMmXk6+ur5ORk9enTRyNGjFDevHn16quvqkaNGgoODlbVqlX16quvpjmXq6ur4uJMHEa6tKcUftq88yNXKh170OwIAP4lOiFZb03fo6j4JLOjAACQ7ewODNd3q4+bHQMAYLJlBy5qxrZAs2MA2UK2HAF0syCxcOFClShRIs32/07Xld5IkvTat23bpgsXLmj58uV66KGHbO2RkZEqXrz4PWU8fvy4kpKS9PDDD6fZVrZsWXXo0EFz585VQECA/v777zRr70g3iherVq3SM888k6p9zpw5evrpp+84muZ2ateurdGjRys0NFSFCxdWpUqVdPnyZV27di1VloCAAFWq9OBv99/8mUVERKS7/aefftLQoUM1derUVCOMbqdGjRpydnbWqVOnbtmnbNmyty063aqwN27cOBUoUEAdOnRQVFSUdu3apSlTpihv3rzq0aOHqlevrujoaLm7u9v2iYiISDX1YJba8at0dIk550aulif8mAq7Jiok4e5GMALIfGfCYvT+3P2a9HodOTik/28gAABym/CYRPWcvU/JVsPsKACAbODrFcdUq6SPqhXzMjsKYKpsWQB6/PHHlTdvXl24cEFt2rTJsOPeHL3x76nYtm7dqsDAQFWtWvWejvXMM89ow4YNqdpWr16t4cOHa/HixbbRSqNHj05TFHn//ffl5uamYcOGpVkzZ8eOHTp9+rS++OKLe8rzX5s3b5anp6cKFCgg6cZUbg4ODvrjjz/UrVs3STdG/6xZs0aDBg267bHmzp0rR0dH1ap166GT/v7+cnFx0dmzZ9NsmzNnjvr06aNhw4bp9ddfv+tr2LFjh5KSklSmTJlb9nFxcVGzZs20fv36VO1r166VpHQLdKGhofr666/1119/pWq/OWorJiZG0v+ml7u5T2xsrCpWrHjX+TPMxX3SmoFZf15AksWwql3Bixp73t/sKAD+5a+AKxq17oQ+ambC7yUAALIZwzD0we/7FRJ1bzN7AADsV2KyVe/O2qvlvZ+QZx5ns+MApsmWBSBvb2999dVX6tevny5cuKBGjRrJ0dFRZ86c0ZIlS/THH38ob96893zcxx57TO7u7nrvvffUv39/BQcH64svvlCxYsXu+ViFCxdW4cKpF2EODAyUJNWvX99WeKlZs2a61+fu7q5GjRql2TZ79my5ubndsvA1ePBgffnllzp79qz8/f118OBBffLJJ2rfvr38/f0VHR2t5cuXa9KkSRo2bJicnG78iIsXL65u3brp448/lqOjo4oVK6ahQ4fKy8tLb7/9tu34zZs3V+PGjVW9enVJ0tKlS/Xrr7+qT58+aa733/LkyaPatWtrz549qdo3bdqkzp07q3HjxmrYsKG2b99u21a8eHHbyKu2bduqTp06qlGjhtzc3HTgwAGNGDFCNWrU0AsvvGDb580339S0adNSTZ33xRdfqF69eurUqZM6d+6skydP6tNPP1WnTp1SreNz04ABA9ShQwdb8c3T01O1a9fWoEGD1LdvX3333XeqW7euPD09bfvs3r1bkvTEE0/c8h5kivhIaX4XKSUha88L/EujPCc1Vv5mxwDwH2M3nFLNEt5qUjn9qXABAMgtxm88rU0nQs2OAQDIZs6Fx+qTBQf186u1zY4CmCZbFoAk6aOPPlKxYsU0cuRI/fTTT3J2dlbZsmXVokWLVCN47kWhQoU0f/589e3bV61bt1aFChU0YcIEDR8+PIPT35+UlBTNmzdPLVu2TDX12L/FxMTI1dVV3t7ekm5c082CWUhIiLy8vFSpUiUtWrRIrVu3TrXvmDFj5O7urv79++v69euqX7++1q1bJy+v/w2FrFSpkiZPnqwLFy7IarWqQoUKGj16tHr16nXH/O3atdOoUaNkGIZt+r0NGzYoKSlJ69evTzNK54svvtDgwYMlSY888oh+//13ffvtt7JarfL391f37t3Vt2/fVD/vlJQU27pGN9WuXVsrV65U//791apVK/n4+Oitt97SkCFD0mTcs2ePlixZooCAgFTtM2bMUPfu3dWmTRs99NBDmjFjRqrtq1at0pNPPnnL9aYyzZKe0rXArD0n8B8VEo9Iamp2DAD/YRhSvwUHtfr9BvLzuPV0qAAA2LPtZ65q5NoTZscAAGRTqw6HaOqWs+pSv/SdOwN2yGIYBhPk5iBPPvmkqlevrvHjx5sdJY3Q0FCVKFFCa9asUYMGDcyOk2GSk5NVsmRJffvtt/c0hd0D2zFBWtUv684H3ILhlEfV4iYpJsXB7CgA0tGwgp+mvlH3lmsiAgBgr8KiE/TcmH905TozJgAAbs3F0UEL3nlcNYp7mx0FyHJ8mpeDJCYm6sCBA/rkk0/MjpIuPz8/vfPOOxo9erTZUTLU7Nmz5e7uro4dO2bdSYP3su4Psg1LcrxaF7xsdgwAt7DpRKh+2xJodgwAALKU1Wro/bn7Kf4AAO4oMcWq92bvVWRcktlRgCxHASgHcXFxUVRUlEqVKmV2lFsaMGCAatasqcTERLOjZBgHBwdNmTLFtp5SpouL+P91f+znHiLna+p+2uwIAG7j29UBOnYpyuwYAABkmZ/+OqXNp8LMjgEAyCHOh8ep34IDZscAshxTwAHZze+vSseWmZ0CSCW06FOqe6a72TEA3EaFQu5a2vMJ5XF2NDsKAACZau+5a2r/yzalWPk4AwBwb75+oZpeeyz7vlwPZDRGAAHZyb6ZFH+QLeUP3yeLhQdsIDs7cTlaw1YeMzsGAACZKi4xRR/NO0DxBwBwX4atPKbAsBizYwBZhgIQkF1cC5JW9Tc7BZAuh/gINc1/zewYAO5g2rYg/RXAml0AAPs1ZOVRneWDOwDAfYpNTNFH83mRALkHBSAgO7BapcXvSInXzU4C3NLzXmfNjgDgLnw8/6BCWRAbAGCH/j4Rqpnbz5kdAwCQw+0JuqZfNrHWMXIHCkBAdrDtJyloi9kpgNt62BJgdgQAd+FqTKL6zj8glnkEANiTyNgkfczi3QCADDJm3UkdvRhldgwg01EAAsx25Zj01xCzUwB3VCRyv9kRANylTSdC9duWQLNjAACQYQYuOazLUYxwBQBkjMQUqz6ct1+JyVazowCZigIQYKaUZGlRDymFBxlkf07Xg/WwF9MUAjnFt6sDdOIy/80CAHK+ZQcuatmBi2bHAADYmYCQ6/ph7XGzYwCZigIQYKbNo6RL+81OAdy1Nr7MuQ7kFInJVvX/4yBTwQEAcrTLUfEatOSw2TEAAHZq4t9ntDsw3OwYQKahAASY5fIR6e/vzE4B3JNHnU6YHQHAPdh7LkIztweZHQMAgPvW/4+DiohNMjsGAMBOWQ3pw3kHFJuYbHYUIFNQAALMkJIsLX5HSkk0OwlwT0pFHzQ7AoB79N3q47ocFW92DAAA7tmS/cHacDzU7BgAADt3LjxWP6zhhVfYJwpAgBm2/SRdOmB2CuCeuVw7oZJufJAM5CTXE5L1OVPnAABymMjYJH29/KjZMQAAucTUrYE6HBxpdgwgw1EAArLatSBpE1O/IWeyyFD7gsFmxwBwj/48cll/HgkxOwYAAHdt2KpjCotmxgQAQNZIsRoasOiQrFbWUIV9oQAEZLVV/aSkWLNTAPftSZeTZkcAcB8GLz2i6ATmtQYAZH87z4br993nzY4BAMhlDl6I1LRtgWbHADIUBSAgKx1bLp1YbXYK4IGUi2cqKSAnuhQZrxGrA8yOAQDAbSUmWzVg0SEZvIANADDBD2tO6FJknNkxgAxDAQjIKokx0qpPzE4BPLB8Vw/Jy5lRBEBONGN7kPadu2Z2DAAAbumXTad16kq02TEAALlUdEKyvlhyxOwYQIahAARklY3DpKgLZqcAHpjFmqS2fpfMjgHgPlgN6dOFh5SUYjU7CgAAaZwNi9HYDafMjgEAyOXWHL2sNayhCjtBAQjICpePSNt/NjsFkGGa5DtjdgQA9ykg5Lp+/Zv/hgEA2c9niw4pMZmXFAAA5hu89IhiWEMVdoACEJDZDENa/qFk5ZcG7EeVJIZDAznZj+tPKjAsxuwYAADYLNx7QVtPXzU7BgAAkqSLkfH6Yc0Js2MAD4wCEJDZ9s2Qzm83OwWQoXzC98vZgZV5gZwqIdmqL5ZSyAUAZA+xicn6dlWA2TEAAEhl+rZAnbpy3ewYwAOhAARkpthwae0XZqcAMpwlMVrPFgg1OwaAB7DpRKj+PsF/xwAA8/288bSuXE8wOwYAAKkkWw19s+KY2TGAB0IBCMhMG4ZKceFmpwAyxbOegWZHAPCAhq48JquV0XwAAPMER8Rp4j+sTQcAyJ42Hg/VJl6cQw5GAQjILGGnpD2/mZ0CyDQ1Dd6CAXK6gJDrmr/nvNkxAAC52LerAhSfZDU7BgAAtzRkxVGl8OIccigKQEBmWfeFZE02OwWQaQpG7DM7AoAMMHLtCcUm8vsKAJD19gRd07IDF82OAQDAbZ24HK3ZO4LMjgHcFwpAQGYI2iYFLDc7BZCpHGOuqJ5PpNkxADygy1EJ+vVvpt4BAGQtwzD09fKjZscAAOCujFp3UpFxSWbHAO4ZBSAgoxmGtOYzs1MAWaKVzzmzIwDIAL/+fUZXrsebHQMAkIss3h+s/ecjzI4BAMBdCY9J1Ni/TpodA7hnFICAjHZkoRS8x+wUQJZ4xCHA7AgAMkBsYopGrjlhdgwAQC4Rl5ii71YfNzsGAAD3ZNrWIAWGxZgdA7gnFICAjJScKK370uwUQJYpfn2/2REAZJB5u88rICTK7BgAYIpVq1bpueeek5+fn5ydnVWoUCE9//zzmjNnjqxWa6aee/To0bJYLBlyrLVr16pjx44qW7asLBaLevbsmSHHzWi//n1GlyIZeQoAyFkSU6wauvKY2TGAe0IBCMhIO3+VIlgUDrmHS+RZVcgXZ3YMABnAakhDVzKqD0DuM2DAAD333HPKkyePxo4dq/Xr12vs2LHy9vbWq6++qrVr15od8a6tXr1aBw4cUMOGDeXt7W12nHRdi0nUxH9Yew4AkDOtOXpZe4KumR0DuGsUgICMEndN+nuE2SmALPdigfNmRwCQQf4+Eaq/T4SaHQMAssyKFSs0bNgwffHFF1q4cKE6dOigBg0aqH379po1a5a2bdumggUL3nL/lJQUJSVlnwWhR4wYoSNHjmjKlCny8vIyO066fvn7tKITks2OAQDAfRu5lmlMkXNQAAIyyt/fS/ERZqcAslx9FxZBBOzJ0JXHZLUaZscAgCwxcuRIFSlSRAMHDkx3+yOPPKJatWrZvm/UqJFatGihadOmqWLFinJ1ddWBAwd06dIlde3aVWXKlJGbm5vKly+vAQMGKCEhIdXxoqKi9Prrr8vDw0N+fn7q16+fkpPTFkMiIiL07rvvqkiRInJ1dVXt2rW1Zs2aO16Pg0P2fsQPvZ6g6VuZMQEAkLNtOXVV289cNTsGcFeczA4A2IXrIdKuSWanAExRJu6gpOfNjgEggwSEXNcfey+ofZ0SZkcBgEyVnJysLVu2qF27dnJyuvtH4927dyswMFBfffWVfHx8VKJECV25ckW+vr4aOXKkfHx8dOLECQ0ePFiXLl3Sb7/9Ztu3a9eu+vPPP/Xtt9+qdOnSGj9+vGbPnp3q+ImJiWratKkuX76sIUOGqFixYpo5c6aef/557d27V9WrV8+we5DVxm88pbikFLNjAADwwEauOaF5PR43OwZwRxSAgIywZYyUzCKmyJ3crh6Vn0uSQhOdzY4CIIOM3XBKbWoVk5Nj9n6THAAexNWrV5WQkKASJVIXvA3DUErK/4oUDg4OqUbWhIeHa9euXan2K1SokL7//nvb9/Xr11e+fPnUuXNnjRs3Tnnz5tXRo0e1cOFCTZo0SV27dpUkNW/eXOXLl091/lmzZmn//v06cOCAqlSpYut38uRJff3115o3b17G3YQsdCkyTrN2nDM7BgAAGWJnYLj+ORmqJ8v7mR0FuC2e6oEHFX1F2v3bnfsBdspipOjFghfNjgEgAwVdjdXi/fx3DSB3sFgsqb7/448/5OzsbPvq3bt3qu01atRIt2g0evRoValSRW5ubnJ2dlanTp2UnJysM2fOSJJ27dolwzDUpk0b236Ojo564YUXUh1rzZo1ql69uipUqKDk5GTbV9OmTbVr164MvPKsNfavU0pMtpodAwCADPPDmhNmRwDuiAIQ8KC2jJGS48xOAZjqKbczZkcAkMHGbTilFNYCAmDH8ufPL1dXV124cCFVe5MmTbRr1y7t2rVLRYoUSbNfoUKF0rSNHj1aH330kVq3bq0lS5Zo586dGjdunCQpPv7GTAGXLl2Ss7OzfHx8bnu8sLAw7du3L1URytnZWd98843Onz//QNdslvPhsZq3O2dmBwDgVvafj9BfAZfNjgHcFlPAAQ8iJozRP4CkSomHJD1ldgwAGehsWIyWHghWm1rFzY4CAJnCyclJ9evX1/r165WSkiJHR0dJko+Pj+rUqSNJcnFxSbPff0cMSdL8+fPVqlUrDRs2zNZ29OjRVH2KFCmipKQkXbt2LVUR6PLl1B8c+fr6qkaNGpo8efL9X1w28+P6k0pK4aUCAID9Gbn2hJ6qWDDdfx8A2QEjgIAHsfUnKSnG7BSA6TzDD8rNkQV9AXvz01+nZGUUEAA79uGHH+rixYsaOnToAx0nLi4uTbFo1qxZqb6vW7euJGnRokW2tpSUFC1evDhVv6efflpnzpxR0aJFVadOnTRfOc3ZsBgt3BdsdgwAADLF4eAo/XmEUUDIvhgBBNyv2HBp1ySzUwDZgiUpVi38QjU/pLDZUQBkoDOhMVp28KJa1yxmdhQAyBTPP/+8+vfvr88//1z79+9Xhw4dVKRIEUVGRuqff/5RSEiIPDw87nicpk2basyYMRo7dqwqVKigmTNn6tSpU6n6VKlSRW3atNH777+v+Ph4+fv7a/z48UpMTEzV7/XXX9eECRPUqFEj9e3bVxUqVFBERIT27dunxMTEVKOM/isoKMi2TlBsbKxOnz6tBQsWSJLatWt3r7cnQ4z9iylFAQD2bfS6E3qmGp+HIHuyGIbBv8SA+7H+a+mf781OAWQb64r3VLdT9cyOASCDVSzkodXvP8mUBgDs2ooVKzRu3Djt3LlTkZGR8vX1Ve3atfXqq6/q5ZdfloPDjckzGjVqJHd3dy1fvjzV/tHR0erVq5eWLFki6UaxpVWrVmrZsqV27dplG7kTERGhnj17avHixcqTJ486d+6sIkWK6OOPP9a/H82joqI0ePBg/fHHH7p06ZIKFCigWrVq6d1339Xzzz9/y+uYOnWq3njjjXS3mfHofykyTg2+28D0bwAAu/fbG3X1VMWCZscA0qAABNyPuGvS6BpSQpTZSYBs40rRJnrkzJtmxwCQCSa9XkdPV0m76DkAALczZMVRTfznrNkxAADIdI+V8dXctx43OwaQBmsAAfdj+88Uf4D/KHBtvywW3ikA7NH4jafu3AkAgH+Jik/SnJ3nzY4BAECW2H4mXAcvRJgdA0iDAhBwrxJjpB0TzE4BZDsOcVf1lG+E2TEAZIK95yK0/cxVs2MAAHKQmduDFJ2QbHYMAACyzIRNZ8yOAKRBAQi4V/tnS/ERZqcAsqUW3oFmRwCQScZvPG12BABADpGQnKKpWwLNjgEAQJZafSRE567Gmh0DSIUCEHAvDIPRP8Bt1LYcNzsCgEzy94lQHQ6ONDsGACAHWLQ3WFeuJ5gdAwCALJViNTTxH0YBIXuhAATci5NrpasnzU4BZFvFovaZHQFAJpqymYW8gezk1KlT6tGjh2rWrCknJydVq1btrvcdP368WrRoIT8/P1ksFi1YsOCWfVesWKF69eopX7588vHx0VNPPaULFy6k6jN58mTVqFFD+fLlU4kSJdS9e3dduXLljjm+/vprNW3aVN7e3rJYLNq9e3eaPlOnTpXFYknz1b9/f1ufqKgoDR48WI888oi8vb1VqFAhtWzZUocOHbrre9K+fXt9/PHHadqnTZumWrVqKU+ePCpQoICeffZZxcXF2bavXbtWHTt2VNmyZWWxWNSzZ8+7Pqckbd++XU8//bQ8PDzk6empxx57TPv377dtP3HihOrXry9PT089//zzae7ryZMn5evrm+Zncv36dfn6+mrLli33lOdBGYahX/nwCwCQS83fc17hMYlmxwBsKAAB92L7eLMTANmaU9R5VfeIMTsGgEyy/NAlHmaAbOTIkSNasWKFypUrpypVqtzTvtOnT1dYWJiee+652/abOXOm2rZtq0aNGmn58uWaNm2a6tSpo/j4+FTH6tatm5555hktW7ZMX331lZYvX642bdrcMceECROUmJiop59++o59V69erW3bttm+3nvvPdu2c+fOacKECWrWrJnmzZuniRMnKjIyUo899piOHTt2x2Pv3btXy5Yt0wcffJCqfciQIerVq5c6dOigP//8UxMmTFDp0qWVkpKSKteBAwfUsGFDeXt73/Fc//bXX3+pUaNGqlChghYuXKi5c+fqmWeeUWzs/6aP6dKli/z9/TV//nydP39eH374YapjvP/++/roo49UvHjxVO0eHh7q1auXBgwYcE+ZHtSao5d1JpR/DwIAcqf4JKumbQ00OwZgYzEMwzA7BJAjXAmQxj9qdgog2/utyCB9ebay2TEAZJJPnqmkdxqVNTsGAElWq1UODjfe6evSpYt2796tw4cP39O+gYGBKl26tObPn6927dql6hMeHq7SpUvr22+/1TvvvHPLYz3zzDOKj4/Xxo0bbW2//fabunbtqnPnzqlEiRJ3zLFx40Y99dRT2rVrl+rUqZOqz9SpU/XGG28oNDRUBQoUSPc4MTExslgsyps3r60tOjpapUqVUseOHfXTTz/d7naoc+fOioiI0JIlS2xtx48fV7Vq1bR06VI9++yzd7wGSfL391eLFi00duzY255PkpKTk1W+fHm99NJLGj58eLp9oqOj5eHhoStXrsjPz0+///67evXqZRsFtGLFCvXu3VtHjx6Vq6trmv2DgoLk7++v/fv366GHHrpjpozw4s9btSfoWpacCwCA7Mg3n4u2fNJYbi6OZkcBGAEE3LUdP5udAMgRHnc6YXYEAJlo1o4gWa28PwRkBzeLDpm177x585SSkqI333zztv2SkpLk5eWVqu3m93d63/BBruHf8uXLl6r4I0nu7u4qV66cLl68eNt9Y2Ji9Mcff6QpgP32228qXbr0bYs/0v1fw7p16xQYGKjevXvfsk9i4o1Rl25ubpKkvHnzKiEhwbbtgw8+0MiRI9Mt/khSqVKl9Mgjj2jq1Kn3lfFeHbwQQfEHAJDrhcckavH+YLNjAJIoAAF3JzZcOvC72SmAHME/5qDZEQBkogvX4rTh+J3X9QCQ823fvl2VKlXStGnTVKpUKTk5OalmzZpatWpVqn5vvvmmVq9erQULFuj69es6cuSIhgwZopYtW6pkyZIZlqdq1apydHRUmTJlNGzYsFTTsKUnIiJChw8fVuXKtx+ZvG3bNsXExKh+/fqp2rdv367q1avrm2++UcGCBeXi4qL69etrx44dD3wtN4+fP39+7d69WxUrVpSTk5MqVKig6dOn2/r4+vqqTJky+umnnxQeHq5ff/1VdevWlSSNGjVKZcqUUevWrW97nnr16mnt2rUZkvlOZmwLypLzAACQ3c3awe9EZA8UgIC7sec3KTnuzv0AyPXacRXLk2B2DACZaDof8AG5QkhIiI4fP65Bgwbp66+/1qpVq+Tv769WrVrpyJEjtn4dO3bU2LFj1bFjR3l6eqpatWry9fXV3LlzMyRHkSJF9OWXX2r69OlatWqVnnvuOQ0cOFB9+vS57X79+vWTxWJRjx49bttv165dcnd3V5kyZVK1h4SEaM2aNZo+fbrGjx+vxYsXy2KxqFmzZrYp2B5ESEiIYmJi9MYbb6hXr15as2aNGjRooM6dO+vPP/+09fv555/17bffKn/+/Nq7d69GjhypS5cu6bvvvtPo0aPveJ6HHnpIR48e1fXr1x848+1ExCZq2cHbj7YCACC3OBwcpf3nI8yOAVAAAu4oJVnaOcnsFECOYTGsaleQoc6APfv7ZKiCrrLAN2DvrFaroqOj9euvv+r1119X06ZNNX/+fBUvXjzVmjULFy7URx99pEGDBmnjxo2aPn26Tp48qZdeeumOU8DdjebNm+vzzz9X8+bN1axZM40dO1YffvihfvnlF126dCndfX777TdNnDhR48aNU/HixW97/EuXLqW7ttDN61+wYIHatWun5557TkuXLpVhGHe1xs+dWK1WxcfHa/DgwerZs6caN26sSZMmqX79+hoyZIitX7NmzRQSEqKAgAAFBgaqRo0a6tevn7p06aJKlSppypQpKlu2rAoVKqSPPvoozcioAgUKyDAMXb58+YEz38683ecVn2TN1HMAAJCTzNzOi3MwHwUg4E6OLZGu8yYbcC8auJ4yOwKATGQYPMwAuYGPj48kqXHjxrY2Z2dnNWjQwDYCyDAM9ejRQ927d9egQYPUsGFDvfbaa5o1a5ZWrFiRaVOPvfTSS0pJSdH+/fvTbFu1apXeeustDRo0SJ07d77jseLj49NdQ8fHx0f58+dXjRo1bG2+vr6qVatWqhFQ9yu9+ytJTZo0SXN8Nzc3VaxYUc7Oztq6davWrVunL774QocOHdI777yj6dOna9++fVq4cKEmTUr98trNa4uLy7wZDQzD0Mzt5zLt+AAA5ETLD15UZFyS2TGQy1EAAu5kzzSzEwA5ToWEw2ZHAJDJ5u+5oPik26+/ASBnq1q16i23xcfHS5JCQ0MVGhqqmjVrptpeq1YtSdLp06czLV96tm/frnbt2qlz58766quv7mofX19fRUREpGm/m+t/EPdzfKvVqt69e2vo0KHy9PTUhg0bVL16ddWvX19FixbViy++mKbodvPa8ufP/8CZb+Xvk2E6Fx6baccHACAnik+y6o89F8yOgVyOAhBwOxHnpLN/m50CyHHcrx5SPic+GAbsWURskpYeYIQsYM9atGghSVq3bp2tLTExUZs2bVLt2rUlSX5+fsqbN6/27t2bat89e/ZIkvz9/TMl29y5c+Xo6GgrNEnS0aNH9fzzz6tx48b65Zdf7vpYFStWVGhoqGJiUk9t2aJFC129ejXVKKOrV69q7969tut/EM2bN5ezs3Oq+ytJa9euveXxJ0+eLEdHR3Xp0sXWFhv7v8JLTExMmmn3AgMD5eXlpcKFCz9w5luZs4PRPwAApGfWDmZOgLmczA4AZGv7Zkl68HnLgdzGkpKgtgVDNONiMbOjAMhEM7cH6aU6JcyOAeRasbGxWrlypSQpKChIUVFRWrBggSSpYcOG8vPzkyR16dJF06ZNS1UY2L17twIDAxUaGirpxsgZ6UZBp2HDhpKkhx9+WC+++KLeeusthYeHq0iRIho3bpwuX76sjz/+WJJksVj01ltvady4cfL09FTDhg0VFBSkwYMHq2rVqqmmN2vUqJECAwMVGBhoa9u0aZNCQ0NtU5799ddfCgwMlL+/v+rUqSPpRqGkcePGql69uiRp6dKl+vXXX9WnTx9bUePKlStq3ry53Nzc9MEHH2j37t22c3h6eqpKlSq3vI/169eX1WrVvn379MQTT9jaX3jhBdWtW1ft2rXTkCFD5ObmpmHDhsnV1VXvvvuurV9QUJB27dpl+5mcPn3a9nNo166drZ+Tk5M6d+6syZMnS5IKFSqk3r17a+DAgbJYLKpcubLmzJmj7du3a/Xq1WlyRkREaODAgVq2bJksFovtnr7//vsaMWKE/P39NWfOHA0dOjTVfrt371a9evXk4JA5739euR6vdccyd30hAAByqtOhMdp2+qoeL5t5I3GB27EYGbEqJ2CPDEMaXUOK5G024H5sKvGOOp980uwYADLZ4vfqq2YJb7NjALlSYGCgSpcune62DRs2qFGjRpKk9u3b659//lFISIht+82i0H81bNhQGzdutH0fExOjTz/9VHPnzlVUVJRq166t7777TvXr17f1SUhI0A8//KAZM2YoKChIBQoU0FNPPaUhQ4aoePHitn5169aVo6Ojrdgk3ShgbNq0KU2Ozp07a+rUqZKkPn36aNWqVbpw4YKsVqsqVKigbt26qVevXrZCyMaNG/XUU0+ley/+e03pqVGjhlq2bKkhQ4akag8LC9MHH3ygZcuWKTExUU8++aRGjRqVqqA0depUvfHGG+ke99+P2xaLJdV1SVJycrK++eYbTZo0SaGhoapcubK++uortWrVKs2x+vTpo6ioKP3222+p2n/99Vd98803iomJUceOHTVq1Cg5Od141zMpKUmFCxfWiBEj1LVr19veg/s1bsMpjfjzeKYcGwAAe/B8jSIa1/Fhs2Mgl6IABNzK6Q3SjBfMTgHkWFeLNFTts2+bHQNAJnvx4eL64aWHzI4B4DZKliypnj17ql+/fqZliIuLk7e3t2bMmKGXXnrJtBy38tNPP2nMmDE6efKkrahkD1asWKGOHTsqODhY7u7uGX58wzDUYMQGnQ+Py/BjAwBgL5wdLdrav4n8PFzNjoJciDWAgFvZN9PsBECO5hu+T44Wq9kxAGSyVYcvKS6RNb+A7OrcuXOKiYlJNWWZGXbt2qUyZcqkmhItO+nWrZvi4uK0bNkys6NkqB9++EEfffRRphR/JGnn2XCKPwAA3EFSiqHF+4LNjoFcigIQkJ64CClgudkpgBzNkhClZgXCzY4BIJPFJqZozdGQO3cEYIqSJUvq6tWrmVYAuFsNGjTQsWPHMm0dmgfl5uamqVOnKjEx0ewoGSY6OloNGzbUBx98kGnnWLyfD7MAALgbf+y9YHYE5FLZ81/fgNkOzZeS481OAeR4z3sFmh0BQBZYuv+i2REA4IE1bdo0245Quh/u7u764osv5OHhkSnHT0hO0YqDlzLl2AAA2JuAkOs6ejHK7BjIhSgAAelh+jcgQ9QyjpkdAUAW+PtkqCJi7eeteQDAnW0IuKKo+GSzYwAAkGMsZBQQTEABCPivkMPSpf1mpwDsQuHI/WZHAJAFklIMrTjEW+AAkJssYi0DAADuyZIDF5ViNcyOgVyGAhDwXwfnmp0AsBuO0ZdU14shzkBusIRp4AAg14iMTdKG46FmxwAAIEcJvZ6grafDzI6BXIYCEPBfR5eYnQCwKy/kP2d2BABZYFdguC5FxpkdAwCQBVYcuqTEZKvZMQAAyHF4cQ5ZjQIQ8G/Be6QIPqwGMtKjjsfNjgAgCxiGtOwADzMAkBss2scaBgAA3I8/D4coPinF7BjIRSgAAf92ZLHZCQC7UzL6oNkRAGQR3mYDAPt3PjxWu4OumR0DAIAc6XpCsjYev2J2DOQiFICAf2P6NyDDuVw7qTJ5482OASALHLkYpVNXos2OAQDIREsPXJTB+tUAANw3XpxDVqIABNx0cZ8UEWR2CsAuveh33uwIALLI0v3BZkcAAGSi1YdDzI4AAECOtvF4KNPAIctQAAJuYvo3INM86XLK7AgAsshS1gECALt1KTJOh4IjzY4BAECOFpeUor9PhJodA7kEBSDgJqZ/AzJN2TjWAQJyi8Crsdp/PsLsGACATLDmyGWzIwAAYBfWHuV3KrIGBSBAki4dkK6dNTsFYLfyhh+Vj3Oy2TEAZJE1R5geCADs0Zqj/P87AAAZYX3AFaVYWVQPmY8CECAx/RuQySzWJL1Y8JLZMQBkkQ3Hmc4AAOxNZFySdpwJNzsGAAB2ITwmUXuCrpkdA7kABSBAYvo3IAs0znva7AgAssixS1EKiYw3OwYAIANtCLiiZN5UBgAgwzBzArICBSAg9IQUzgfTQGarnHTE7AgAstCG41fMjgAAyEBM/wYAQMZae4x1gJD5KAABp9aanQDIFbzD98vZgbdGgdxiQwAFIACwFwnJKdrE9J4AAGSooKuxOh5y3ewYsHMUgIBT68xOAOQKlsQYtfTjgwMgt9h6+qoSk61mxwAAZIAtp8IUk5hidgwAAOzOWkbYIpNRAELulhQnBW01OwWQazT3OGN2BABZJDohWbsCWSwcAOzB2qNMUQMAQGZYw+9YZDIKQMjdArdIySxSDWSVh4xjZkcAkIWYBg4A7APTvwEAkDkOBUcqLDrB7BiwYxSAkLsx/RuQpQpe22d2BABZaMNxCkAAkNOdDYvRxUhemgMAIDMYxo3ps4HMQgEIuRsFICBLOcSGqYFvhNkxAGSR06ExOh8ea3YMAMAD2HwqzOwIAADYtS0n+V2LzEMBCLnXtSDp6kmzUwC5TkvvQLMjAMhCfzENHADkaHwoBQBA5tpymt+1yDwUgJB7MfoHMEUdhxNmRwCQhZgGDgByLqvV0LYzTEsDAEBmunAtTkFXY8yOATtFAQi516n1ZicAcqXi1/ebHQFAFtp+5qrik1LMjgEAuA+HgiMVGZdkdgwAAOzellO8cIHMQQEIuVNKknT2b7NTALmSc2SgKrmzJgiQW8QnWbUrMNzsGACA+8CUNAAAZI0trLmHTEIBCLnTxf1S4nWzUwC51osFzpkdAUAW2h14zewIAID7wIdRAABkjW1nrsowDLNjwA5RAELudH672QmAXK2+80mzIwDIQnvPUQACgJwmPimFAj4AAFkkPCZRRy5GmR0DdogCEHKncxSAADOVjj30f+zdd3gU1dfA8e/2Te+EEBJCBykSEZEi0lFABUVAVFAECyp2RJAiSlEBRRD1VRCxgRQLCFbUn6JURZEiPQXSk93UTbbM+0fIypoAAZJMyvk8Tx7c2Zk7Z5OY3Zlzz7lqhyCEqEJ/xFtwumQ2mxBC1CS747IodLjUDkMIIYSoM36V1quiEkgCSNRNCdvVjkCIOs2ceYD6piK1wxBCVJHcQgcHk2U2mxBC1CTbj8li1EIIIURV+u2ovPeKiicJIFH3ZByFvDS1oxCiTtMoTm6pd0rtMIQQVej3OGkjJIQQNckfCRa1QxBCCCHqlD3y3isqgSSARN0j7d+EqBZ6mo+oHYIQogrtkgSQEELUGIqiyE0oIYQQoopl5ds5np6ndhiilpEEkKh7EiQBJER10LJon9ohCCGq0G5JAAkhRI1xJDWXHJtD7TCEEEKIOuePeLluEhVLEkCi7pEKICGqBb+Mv/DRycLCQtQViVkFpGTb1A5DCCFEOfwuN5+EEEIIVfwRb1E7BFHLSAJI1C35mZB+WO0ohBCAxlHADfVS1A5DCFGFdp2QG4pCCFETyM0nIYQQQh1/JMg1k6hYkgASdUvCdkBROwohxGn9fY+pHYIQogpJGzghhKgZJAEkhBBCqONgUg42u1PtMEQtIgkgUbdI+zchqpV2zgNqhyCEqEK74zLVDkEIIcR55NjsHE7NUTsMIYQQok5yuBT+SrSqHYaoRSQBJOqWU7+rHYEQ4gwhmX+g0UhVnhB1xb5T2RQUyWw2IYSozv5MsOKSj2dCCCGEav6QtfhEBZIEkKhbkv9WOwIhxBm0tiz6hUhFgBB1hcOl8GeiRe0whBBCnIPcdBJCCCHUJa1YRUWSBJCoO7JPQYHcaBaiuhkUEKd2CEKIKnQgKVvtEIQQQpzDn9J2RgghhFDVngSL2iGIWkQSQKLukOofIaqlKzSyDpAQdcmhFFlXQgghqrODyZKoF0IIIdSUnG3Dkl+kdhiilpAEkKg7UvaqHYEQogwR1j1qhyCEqEL/JEsCSAghqqvcQgcnLQVqhyGEEELUeQfluklUEEkAibpDKoCEqJb0OSeJ9ZcPNkLUFYdTc9UOQQghxFkcSslBUdSOQgghhBDSOUFUFEkAibojRRJAQlRXQ0MS1A5BCFFFcmwOTsnsciGEqJakSlMIIYSoHqQCSFQUSQCJusFeABlH1Y5CCHEWnfX/qB2CEKIK/SOz2YQQolqSBJAQQghRPRyS92RRQSQBJOqG1P2gONWOQghxFjF5f6kdghCiCh2WBJAQQlRLB5Oz1Q5BCCGEEMikOVFxJAEk6gZZ/0eIas2YeYiG5kK1wxBCVJF/kmUdICGEqI4OpcjfZyGEEKI6kNbZoqJIAkjUDbL+jxDVmgaFW+udVDsMIUQVkQVNhRCi+knNsZGZV6R2GEIIIYQ4TVqzioogCSBRN6QdVDsCIcR59DAfVjsEIUQVOZKai8ulqB2GEEKIM8hNJiGEEKJ6kTZwoiJIAkjUDZkn1I5ACHEezQv2qh2CEKKKFNidJGTlqx2GEEKIM0gCSAghhKhe5L1ZVARJAInaz1EE2YlqRyGEOA+fzL/x0zvUDkMIUUXkYkYIIaqXExl5aocghBBCiDMcS5O1+cSlkwSQqP0s8aC41I5CCHEeGmcRN9dLVjsMIUQVkXWAhBCieonPlIWmhRBCiOokIUvem8WlkwSQqP2yjqsdgRCinPr6HFM7BCFEFTmaJjPNhRCiOknMlNacQgghRHWSmVdEXqF0ShGXRhJAovbLlASQEDVFG/s+tUMQQlSRkxaZzSaEENWFy6WQKH+XhRBCiGpH1k4Vl0oSQKL2yzqhdgRCiHIKytqDTiMtG4WoC5KscqNRCCGqi5QcG0UO+QwmhBBCVDfxGZIAEpdGEkCi9pMWcELUGJrCHK4PzVA7DCFEFUixFqIoitphCCGEQG4uCSGEENWVrAMkLpUkgETtJy3ghKhRBgacUDsEIUQVKHK6SMstVDsMIYQQyM0lIYQQorpKkDX6xCWSBJCo3RRFWsAJUcN0UA6oHYIQoookWWxqhyCEEAKIl5tLQgghRLWUKGsAiUskCSBRu+Ukg0NmswlRk4Rb/lA7BCFEFTklC44LIUS1kCgJICGEEKJakkka4lJJAkjUbpZ4tSMQQlwgXV4KXYKsaochhKgCp6xSASSEENWB3FwSQgghqqdEadMqLpEkgETtlpuidgRCiItwU5Akb4WoC5KkAkgIIaoFqcgUQgghqqf8IicZsnaquASSABK1W16q2hEIIS7CVbp/1A5BCFEFkqQCSAghqoX0vCK1QxBCCCHEWaRJAkhcAkkAidotN03tCIQQF6Fhzh61QxBCVIFTVplxLoQQasu22SlyuNQOQwghhBBnkZErEzXExZMEkKjdpAJIiBrJaDlGcx+5MSxEbZdkkQogIYRQW3qOzCoWQgghqrN0qQASl0ASQKJ2y5UEkBA11S2hCWqHIISoZKk5NhxOmXUuhBBqypD2b0IIIUS1JhVA4lJIAkjUbnnSAk6Imqqb8bDaIQghKplLgRSZeS6EEKqSCiAhhBCiesvIk/dqcfEkASRqN6kAEqLGalqwV+0QhBBVIE1uPAohhKrSpQJICCGEqNakAkhcCkkAidpNKoCEqLG8MvcTYrSrHYYQopLl2OT/cyGEUJNUAAkhhBDVW7okgMQlkASQqL2K8qEoV+0ohBAXSeNyMKxektphCCEqWa7NoXYIQghRp0lbGSGEEKJ6k/dqcSkkASRqrzxp/yZETdfL64jaIQghKlmOJICEEEJV0lZGCCGEqN7kvVpcCkkAidorL13tCIQQl6iVfZ/aIQghKllOoSSAhBBCTXJTSQghhKjeMnKlAkhcPEkAidrLZlU7AiHEJQrI+BOT1qV2GEKISiRrAAkhhLqsBfJ3WAghhKjO8oqc2J1yb0RcHEkAidrLnq92BEKIS6Sx53NDvTS1wxBCVCJZA0gIIdSVK5WYQgghRLWXX+RUOwRRQ0kCSNReRZIAEqI2GOB7TO0QhBCVSNYAEkIIdeUVyd9hIYQQororkASQuEiSABK1l1QACVErtHcdUDsEIUQlkpnnQgihrjz5OyyEEEJUe/kyYUNcJEkAidpLEkBC1AphWX+oHYIQohJlyxpAQgihGpvdid2pqB2GEEIIIc5DWsCJiyUJIFF7SQs4IWoFbUEGPYOz1A5DCFFJpAJICCHUI+1khBBCiJqhwC7v2eLiSAJI1F72PLUjEEJUkBuDTqgdghCiksgaQEIIoR65mSSEEELUDFIBJC6WJIBE7SUVQELUGh01/6gdghCikuRKAkgIIVQjCSAhhBCiZiiQNYDERZIEkKi9pAJIiFojMnuP2iEIISpJjqwBJIQQqrFJAkgIIYSoEaQCSFwsSQCJ2ksqgISoNfTZ8bTzk6SuELVRocOldghCCFFn2ezyN1gIIYSoCSQBJC6WJIBE7WWXBJAQtcnQ0Hi1QxBCVAKnoqgdghBC1FmFDrmZJIQQQtQEBVWcANq8eTMDBw4kLCwMg8FAeHg4gwYN4uOPP8blqtwJJK+++ioajaZCxnr55ZeJjY0lMDAQHx8f2rVrx5IlS1Dq0HWoXu0AhKg0ziK1IxBCVKCu+kNAa7XDEEJUsDr0uVsIIaod+RsshBBC1AwOV9W9aU+ZMoW5c+cydOhQlixZQkREBCkpKXz22WfccccdBAcHM2DAgCqL51JYLBZGjBhB27ZtMZvNfP/990ycOJHs7GymTJmidnhVQhJAQgghaoSY/L3ATWqHIYSoBC6XglZbMTO8hBBCCCGEEKK2cVXRrI0vv/ySuXPnMmPGDGbOnOnx3K233sojjzyCwWA46/FOpxOXy3XOfarS7NmzPR737duX+Ph4VqxYUWcSQNICTtRiciNJiNrElHmQCLNU9glRG1VVG7iZM2ei0WjcX2azmdatW/PSSy9VShuDFStW8NFHH1X4uFVh2bJltG/fHh8fH6Kiohg/fjypqannPMZqtXLLLbcQExODl5cXYWFhXH/99ezcufOsx7hcLjp27IhGo2Ht2rUez911110eP6+Sr6+++qpcr+Gpp57i1ltv9dh26tQpbrnlFvz8/AgODmbcuHFkZ2eXa7wSn332GRqNhrZt23psz83NZdSoUQQEBNChQ4dSr9tut9OqVSs+/fTTUmP269ev1MWpEEIIIYQQJaqqZdnChQuJiIjg2WefLfP5q666itjYWPfjnj17MnjwYN577z1atmyJyWTizz//JCkpibFjx9KkSRO8vLxo3rw5U6ZMobCw0GO87OxsRo8ejZ+fH2FhYUyaNAmHw1HqvBaLhQkTJhAREYHJZKJjx4588803F/UaQ0JCKCqqO/eXpAJI1F4V1CtSCFE9aBQXw+qdZHF8Y7VDEUJUsKqazQbg5eXFli1bACgoKOCHH35g8uTJuFwuJk+eXKHnWrFiBb6+vowaNapCx61sK1euZNy4cTz11FNcd911xMXFMWXKFPbv38/WrVvPelxhYSFms5lp06bRuHFjrFYrr776Kr1792b37t20aNGi1DFvvfUWJ0+ePOuYTZo04cMPP/TY1rr1+duBnjp1itdff52ff/7Zvc1ut7tbVXz00Ufk5+fz5JNPMmrUKDZu3HjeMaH4d+axxx4jPDy81HNz5sxh//79fPLJJ6xYsYLhw4dz6NAh9+zHV199laioKIYOHVrq2ClTpnDzzTczYcIEgoKCyhWLEBVBWsAJIYQQNUNVdIBzOBxs3bqVYcOGodeXP22wa9cuTpw4waxZswgKCiIqKorU1FSCg4NZuHAhQUFBHDp0iJkzZ5KUlMS7777rPnbs2LF8/fXXzJs3j8aNG7N06dJSk+iKioro168fKSkpzJ49m8jISD744AMGDRrE77//Trt27cr12goKCvjf//7HypUrmTFjRvm/MTWcJICEEELUGD1NR1iMJICEqG2q8gakVqvl6quvdj/u1asXe/fuZf369RWeACqv6tYm4aOPPuLaa6/lpZde8tg+duxYEhISiIqKKvO4evXqlUrW9OvXj5CQENauXVuqxUJ6ejrPPvss8+fPZ+zYsWWO6eXl5fHzKq+33nqL5s2b07FjR/e2tWvXsm/fPg4cOEDLli0BCAoKYsCAAezYsYOrrrrqvOPOnTuX6OhoGjduzK5duzye+/bbb5k6dSoDBgygQ4cO1K9fn8OHD3PZZZeRnJzMvHnzPBJSZ+rVqxdBQUG89957PProoxf8eoUQQgghRO1WFZPmMjIyKCwsLPV5X1EUnE6n+7FWq0Wr/bexWGZmJjt37vQ4Ljw8nPnz57sfd+vWDR8fH8aMGcPrr7+Ot7c3+/fvZ/369bzzzjvu64EBAwbQvHlzj/N/+OGH7Nmzhz///JPLLrvMvd/hw4d5/vnn+eSTT875uo4cOeIx5rPPPstjjz1W3m9LjScJIFGLSQWQEDWRgobkoIbEBdYn3juQeKOJOBwkOLKZ+E8kbzUvQvExkm4oJFMpwGnQoRgNOLU6nDoddrTYNRrsio4il5Eil4FCl54ip44ilxa7UwsuBY1LQXEq4FJQXKC4FFxOFy6Xgsup4HQpOJ0unE4Fh9OFw6ngcLgocrqwO1zYnS6KHK4qmYUjRG2n9gx0Pz8/7Ha7x7bMzEyefPJJvvjiC/Ly8oiNjWXevHn06NHDvc/WrVt55pln+PPPP3G5XMTExPDkk08yZswYevbsyU8//QSA5nRVckkf7Z49e+Lr68utt97KnDlzOHr0KNu2bePKK6/krbfeYuHChZw4cYKIiAjGjRvHlClT3BdYK1as4O6772bnzp1MmTKFX375haioKF5//XV69+7N9OnTefvtt4HihM3s2bM9Ls7Kw263ExAQ4LGt5PGFtp7w8fHBbDaX2WLhmWeeoVevXvTq1euCxiyPlStXlkoqbd68mfbt27uTP1CcoAoODmbTpk3nTQAdPXqUBQsW8Ouvv/LKK6+Uer6wsBAvLy8AvL293dsAnn76aUaPHu2+YC3LrbfeKgkgIYQQFWJus7/ok70Sq5cfFrMfVqMXVqMJi86AVafFogErTiyuIqxOGxZ7HlZ7Dg5X6bZLQojqwRQ6AShdUV8ZNP/pqrRu3TqP1soPPvggS5YscT9u3759mUmjRYsW8X//938cP34cm83mfu7YsWO0bduWnTt3oiiKR4W8TqdjyJAhHp+3v/nmG9q1a0eLFi082sP169ePDz744LyvJyoqip07d5Kbm8vPP//MvHnz0Gq1PPfcc+X4btR8kgAStZe0gBOi2lLQkBLYgPjABsT7BBJvNBKncRJvzyGhIJVCZyGQAvkpkF98zDOJsYRu3cVvTTsQGPAL7UOvICgnhvRAG8ne2STaUkjKSMHlcqEFfPTQIECDv7+Cr68TL28HZpMNrd6GXa+nSKujQKsnDz02jS82bQAFGj8K8CUPb/Ixk6+YyFOM5Lr05Di12FwacpwKec5/b4DqFQUDGkwKGAADGgwK6BXQKxr0CugU5fS/oHWBVgGtS0GjKGhcoHH9m4gq/rc4GaW48ExKnU5ElSSl7Kcf208npoocLpySkRI1UFW/ZZdcNJS0gFu3bp1HdYrT6eT666/n2LFjvPjii4SHh/Paa6/Rr18/fv31Vzp27Eh2djaDBg2ie/fufPzxx5hMJvbv34/FYgFg6dKl3HHHHXh7e7tnvjVs2NB9jrLaJCxevJiJEyfy8MMPM3jwYH799VdmzpyJxWLxmD0HMHr0aO6//36eeOIJ5s2bx80338yYMWPIzs5m5cqVbN++nRkzZtCuXbsLbkF3zz33cPfdd7N27VoGDBhAfHw8s2fP5oYbbiA6Ovq8x7tcLlwuF2lpabz88stotVpGjx7tsc+OHTv46KOP2Ldv3znHOnLkCAEBARQUFNCuXTumTZvGkCFDznvMiRMn6Natm8f2gwcP0qpVK49tGo2GVq1acfDgwfO+rkceeYTRo0dz+eWXl/l8p06dePvtt+nSpQtvvPEGAQEBtGjRgm3btvH111/zzz//nHP8rl278tJLL5GWlkZYWNh54xFCCCHO5pkj7Xmp6Z3ceuplNEr51znMM/lh8QkqThqZfLGavLDojVh1+uLEES4sioNsVxEWRwEWRy45RbkoyDWIEJXtv0mZyhASEoLJZCIxMdFje58+fdzrW954442ljiurPfKrr77Kk08+yaRJk9zV7jt37uTBBx90J4OSkpIwGAylWiD/d7z09HT++OOPMjsm6HS6874uk8nElVdeCRSvWeTv788TTzzBAw88QP369c97fE0nCSBRi0kCSAi1pQZEEBcYWZzkMZmI17iIs+eQWJBKgdPGf5M8Z9O5MJIr1uzFZXfgaqwny9Kdv1xbyE1O5JrLR9I+rh7tikJxGFuTXr+QJJOVxPxUUjJSycgA0J3+MgEBpcb39nYQEJBJmF86Pj5OzF5FmIw29Po8NNocFMWK05mJw2EBXCgaPYXaehTqwyjUhlCoC8amDaRA4+9OIuXjRZ7iRT4mcl0G8lx6rC4t2U7IcSrYXPDv36mK+3ulQ8GgaDCdTkQZoPjfkqQUGnQuBZ1HQqr4cXEiqvhfjcIZFVL/fpUkolynE1FO17/VUY4zElNFp6uk7E65GBTnV5UJoLy8vFIXDiNGjPBo//bll1+yY8cOvvrqK/eaMQMGDKBZs2bMmTOHdevWcejQIaxWK3PnznX3nO7Tp497jMsuuwx/f398fX3LbGH23zYJTqeTWbNmMXLkSF577TUA+vfvT1FREQsWLOCZZ54hJCTEffzDDz/MAw88AEBkZCTt2rVj165d/Pbbb+54v/jiC9asWXPBCaBRo0aRl5fHqFGj3JVRffv2ZdWqVeU6fvr06cyePRsobgu3adMmmjRp4n7e5XLx4IMP8sQTTxATE8OJEyfKHCc2NpZOnTrRpk0bLBYLb7zxBkOHDmXNmjUMGzbsrOcvuTht3769x/asrCwCAwNL7R8UFERmZuY5X9OGDRv49ddfOXTo0Fn3mT59Ov379yc0NBSj0cjy5cvx9vZm4sSJzJ49u1RV1X+VJJZ27NjBoEGDzrmvEBVFbtoKUXtNOno5jiZPc1vSi+VOAvkU5uBTmEPkBZzHpdGS7RX4b+LI6I3V6IVFb8Ci02HVghUXFsWO1VmIxZGP1Z5LgaPg4l6YEHWUVnNhVf0XQ6/X061bN77//nucTqc7uRIUFOROoBiNxlLHlZWcWrNmDTfeeCNz5851b9u/f7/HPhEREdjtdrKysjySQCkpKR77BQcH0759e5YtW3bxL+4MHTt2xOl0cuLECUkACVGjSQWQEFUi3S+cuKCGxPsGEW8yEadxEe/IJb4g9fSH+lQoSIWL/HxvVvQ8sVGLYrOhAfwC9FgzFbKtfQiM/B9f/foGfv5h9Gg3At80P+rHm6mPmVjCKfJykRZu45TBSmJOMhmWsm/w5edDfr5CUpKG4rdGPeANBHvsp9EoBARoCQjgdFWRHX9TIQZjNnpdEmiycbksOB0ZOF3nzmo5NWaKdPUo0oVg04Vg0xYnkWwaf/LPSCLlYyZPKU4i5bp05Lq05Dohx6FQWEYrJicanBqwoZwlr3SuGz0Vn5DSKgpGNBig+F9X8b96RSn+TruKq6S0p6ukSqqjtAru6iiNAjiV4j5hJcko578JKdfpiqmSyqgz2/bZ/9OyTxJS1ZOuCt+zvby8+N///gcUt+favXs306dPZ/z48SxfvhyAn3/+GX9/f3fyB8BgMHDzzTe7FyRt2rQp/v7+PPDAA0ycOJFevXpdUNXGf9skHDx4kPT0dI/WClCcnJo7dy47duzg+uuvd2/v16+f+79btChuBXFmAqpk+7kSFmezfv16nnjiCaZNm0aPHj2Ij49n2rRpDB8+nA0bNpx39uGECRMYMmQISUlJvPPOOwwcOJDvv/+eK664AoB33nmH5OTk86659Mgjj3g8vvHGG+natSvTp08/ZwIoKSkJrVbrkTC7FDabjUcffZTnnnuO0NDQs+7XqFEj9u/fz7Fjx6hfvz5+fn4sW7YMRVEYO3Ys27dv58EHH+TYsWNcc801vPPOOx6/MyVjJyUlVUjcQgghxJRj7XA0nsKdyXPRKM7zH3ARtIqLwPxMAvPPPZniv4p0Jiy+wVjM/ljNfsXVRgYT1jPa1FkUJ1ZF2tQJAaCpoonujz/+OIMHD2bOnDlMmzbtoscpKCgolSz673qhnTp1AuDTTz91t292Op189tlnHvv17duXTZs20aBBAxo0aHDRMZX45Zdf0Gg0NG5cN9aYlgSQEEKI88rwDSM+qCFxvsHEm8zEa0uSPGnkOfKBNChIu+gkz7nMPdAODu10P/Y127ECilOLJf1aIlvpOXlwB19uXUJwUAO6txmOV7IZnArGAi2RJ7yJxJtORGDzc5ESVkCSNot4axLZOdkXFIuiaLBYFIo7PGkprigyAf6l9jWZIDBQg5+fgo+PAy8vO0aTDYM+H602BzTZmJ2ZOIr2oigXdxHj0PhSpA+jUBdKoTYEmzboP5VI3uThRb5SnETKU/TkuHTkOrXkOCHH6cJRyfkQl0aDDSgu8FaKC7E8klDnC6Bik1KakoSUUpyIMlJcGWVAg8FVnJTSKcUJKq0COo+WfacTUqdb9mlOrx2luBQoSUSdTk6VVEc5z2jdZ3e4TldI/du2z+50qb7+TXWg11X+bLYSWq3WPXsNihcjdTgcPPHEEzz++OO0bduWrKws6tWrV+rY8PBwd6VIUFAQ3377LTNmzODOO+/E4XBwzTXXsHjxYndF0Ln8t61BVlZWmdtLHv+3QuXMSpaSC6v/VrcYjUaPXtvloSgK999/P+PHj/e44GvSpAndu3fn22+/pX///ucc48wLs0GDBtGpUyemT5/Oxo0byc3NZcqUKcyePZuioiKKiorIzi7+W5yfn092djb+/qX/pkLxz+6WW25h0qRJFBQUuNfb+S+bzYbBYCiVqAoKCsJqtZbaPysrq1TP8jO9+uqraLVabrvtNneLv6KiIlwuFxaLBW9vb/fPQKfTuReYtVqtTJ06lc8++wy73c4tt9zCI488woQJE7j99tuZOHEiH3/8sfs8JpMJKL5YFkIIISrK9OOXYW88lbEpc9BUo+SJ0VlIPWsS9awXNvHh3zZ1/lhNPqfb1Jmw6PVYNWDVKFgUB1ZXEVZpUydqkapoAQfFn98nT57M9OnT2bNnDyNGjCAiIgKr1crPP/9McnIyfn5+5x2nX79+LFq0iCVLltCiRQs++OADjhw54rHPZZddxtChQ3n00Uex2WzExMSwdOnSUuuHjh49mrfeeouePXvy5JNP0qJFCywWC3/88QdFRUUeVUZnslqtDBw4kDvuuINmzZpht9v58ccfWbRoEffdd1+ZretqI0kAiVpMKoCEuBBZPiHEBUcR7xtCnMlMglYhzpFLvC2NXHsekAG2jJI7+VViaE4LIjfs9tjm48qmJOGiKBoyUrrR8DI9ift/JTPrFF/88iphYTF0bXEL5mQDnLEmjjlHS6McHxrhw9U0JDfISWpwPqfIJCHrFHn55+lFdwEKCyElRaG4crmkqsgLCPrPngr+/lr8A8DP14W3twOzuRCDsaC4BZ0mB0Wx4HRk4nB6Jqz0Si56ey7e9uMXHaddE0Chvh6FujAKdcEUagMp0ARQoPWnAF8K8Dndzs7sXg+puBJJQ46jOIlU/q7i6lM0GgqBQg2USkTpzvjvs9JQ0e8vxtOt+oyA8fS6UYbTSamS9aP0ruL/1p5u3adRFLQlFVIuQFHQOP9t1YeruM2W4jzdts+jSuqMpNTpJJTdUVwhVaRCQkqvrZr365kzZ7oX+dRqtfj5+REdHc21117rTtjs27ePtm3bEhwcTGpqaqkxUlJSCA7+tzLwqquuYvPmze61hJ588kmGDBnC0aNHzxvPfy/gSsb973lL2h+ced7KcODAAZ544gl+/PFHCgoK2LZtG+np6e6qlNjYWIBSr+3M7+uZ3njjDe6//360Wi2xsbH89NNP3H///XzxxRdkZGRw//33c//993scM2bMGIxGI0FBQWRlZREeHk6/fv14/vnnyzXTLzU1laZNm/LYY49RWFiIzWbDbDazbNkyXnzxRY4ePcrevXvZuHEjgwcPBooTXv/8849HRRXAjz/+SK9evTy2lVXhFRQURFhYGA6HgzvvvJOFCxe6W2XMnDmTZs2aMWHCBJYvX87Jkyd54IEH8PHxoWvXrkyePJm33nrLnfAqSS5VVOWSEOWh11ZdAl4IoZ7nj7fCGfMs41Nno3HZ1Q7nklxMmzqnRke2VwBW9/pGPlgMZqxntKmz4MJ6Zpu6opzTbcuFqB6M2tKt1yrL3Llz6d69O6+//joTJkzAarUSHBxMx44dWb58OSNHjjzvGNOnTyctLY3p06cDMGzYMF577TVuuOEGj/2WL1/OQw89xKRJkzCbzYwZM4aePXvy1FNPufcxmUxs2bKFmTNnMnv2bJKSkggNDSU2NpYJEyacNQaz2UyLFi1YuHAhJ0+exMvLi2bNmvHmm2+WWqO0NpMEkKi9tOdfBEyIusbqHURccDRxfiHEm7yI1yrEO/OIK0gjx54LZIIts0qTPGdTz+XDqDXpKC7P9IJ3fiqeFTca0pI6E9XGQMK+nwBISzvB52kLaBDRgqub3IQhSVvmPX3fLB2+WX40wQ9FE012iJPUwDxOujJIyDhFYWFh5b3AM+LPzlYongCv4fSqPYAv4HmzUa8vriry9wcfXyfeXkWYTIXoDfnotLmgseJyWbDbM1CUolJnKotBsWKwW/G1H76o6BU02LUhFOlDsbkrkQKxaQMo0PiR75FEMpGrGMlz6U+3stOQ44Rcp6tOz8cr0kARkAcU97srUZ5KqYpv21eydpQJMCj/riWlV0B/ujqqZA0p9zpSpyukSv7ldKWU4sKjbV9Ju76SpJTT6arS9m96vR6DwcCWLVvIyclh7969/N///R9vvvkm8G8Lru7du/Pyyy/zzTffuKtdHA4Hn376Kd27dy81rpeXFwMHDuTo0aM88sgj7sTDhVTgtGzZkrCwMNasWcPQoUPd2z/55BOMRiNXXXXVpb78s8rOzqZ37940bNiQjz76iJEjR7J3714GDRrEb7/9hlarZffu4mR8TExMqeO9vLzYsmWLx7aSNX8cDgfbt28nMzOTL774gueee46cnBy2b9/OJ598whNPPMGVV17Jbbfdxp133kl+fj633nor4eHhHDt2jFmzZrFz50527tyJwWBgzZo1tGnTpszqn9mzZ9OzZ0969erF888/z/Hjx/nzzz8ZP348U6dORVEUZs+ezZAhQ/jll1+4+uqr+f7778nIyGDgwIFlfm/effddzGazuwIrICCAyMhI5s2bx4EDB0hLS2P8+PFcfvnljB8/nnbt2jFu3DgOHDjAe++9h8FgYP369WhP32TPz8/H19eXRo0aodPpWLBggTuBVrIWUsuWLS/8hyjERfIyyjWTEHXFnBMtKGo0jQfTX0DjLN+1Qm2hU5wE5WcSdNFt6gKwmn1Pt6kzY9EbsGo1WDVgwVlcbSRt6kQlM+lMVXq+QYMGlWtdyh9//LHM7b6+vrz77rultiv/mXEYGBjIBx98UGq/J5980uOxv78/CxcuZOHCheeNqYTJZCozhrpGEkCi9jKU3RZEiNou2yuA+OBo4vxCiTd7Ea+FeGc+cbZ0rEXZQBbYsqpFkudc5m1rgpLyR6nt5owTYGjmsU2DhrRTHYlqpydh7/fu7aeSDrE+6WWiG7alU6NB6JM46310jaIhIF1PQHoAzQnApW2MJcxBin8uJ+3pJKafwuFQ94O8wwHp6Qrp6VDcgs58+qv0wuI+PhoCAsDPT8Hbx4GXuQijsQC9Ph+NNhtFseJ0ZuJwWDh/G7az06BgdKVjLErH9yLHcKHDrgulUB9WvCaSJhibNogCbQA2jR/5+JCPtzuJlKcYyHPpyXZqT1ciKeS76nIKqWLZNWAH8uE/CSmojJZ9Qfqqu/l4ZtWNn58fV155JQ6HgylTpqDRaGjYsCFQfLFz1VVXcccddzBv3jzCw8NZvHgxSUlJTJkyBYAvv/ySZcuWMXToUKKjo0lOTmbx4sV069YNs9kMQOvWrXnvvffYsGEDERER5+xZrdPpmDZtGhMnTqRevXoMHDiQbdu28eKLL/Loo49WalXI0qVLsVqt7Nmzh/DwcB544AGWLFnCjh07eOGFF4iKimLmzJm0adOG3r17u4/r2bMne/bsQavVcvXVV/N///d/7Nixg759+1JYWMgPP/zAW2+9xT///IPdbufdd9/lrrvuch+fnJzMH3/8wUMPPQQUr/FTsrZPXFwcM2fO5KabbuK1115j/vz5bNmyhV27drFu3bpSryE3N5dly5bx/vvvc9VVV6HX69m9ezfPP/88I0eO5Pnnn8dut/P5559z7Ngx9yzDJ5980v3zLnHPPfewYsUKANq2bevRMrDEihUrOHDgAI0bN2b27NkA/PDDD3zzzTeMGzeORx55hHbt2tGwYUO6detGYWEhDRo04PHHH2f06NHMnTuX2NhY3njjDZ599lkMBgO7du3C19eXDh06XOqPVIhy85YEkBB1yvy4ZjijpzMx43k0zqqY7FazXWybulyT3+lqI3+sZl8sRjNWd5s6DRaNC+vpNnUWRz4Wey659jxpUyfOyairugogUbtIAkjUXsaLvRUpRPWXa/YnLjiaeP9Q4kzexOsg3llAvC2drCIrYIVCK9TQz/QPp7bH96ffy3zOmHAAmvQt87m0xMuJbm8g/q+vPLbHJ/5NfOLfNGnckY4R/dEmnb9pmdalITjFQHBKEK0JwqlrRma4nRSfHBILUzmVnozLVX2bn+XlKeTllTwqaUHnDXjeRNZqwT9AQ2AA+Po68fK2YzYVYjAUoNXlotHk4HJl4XBk4nJVXIs8jxhwYnKmYHKmXPQYLo2RQm0YRfp6FGqDselK1kMKOL0eUkkS6fR6SC7D6XZ2JeshKdgkiaQKUxW3HyooKKBLly5AcUVQVFQUt956K6tWreK9995jzpw56HQ6Nm3axJAhQ7j33ntxOp0YDAaGDx/uvjnfrFkznE4nDzzwAHmn/2fz9vamdevW7nPFxMRgtVq5/fbbycnJQa/X06RJE8xmMz4+Pjz77LO8/fbbAIwdO5bZs2djMBhYuHAhS5cuJTg4mAYNGrBkyRJWrFjBjTfeyBVXXOHxeubNm8c777wDwIwZM/jqq694++23L2hB0z/++IPLL7/c3QN73rx5hIWFMX36dGbNmkWDBg3o1asXs2fPdq9TA5CXl4evr6+7dVmbNm1Yv349jzzyCBaLhfr169OpUyc2bNjAddddR0CAZ7I6ICCA3NzcMmPy8/MjICCA1atXA8XVPZ07d2bz5s0MGDCg1P5r164F4Prrr8dsNnP99dezZs0aDh06xIsvvgiAwWDgq6++YuDAgezevZv77ruPm2++mVdeecVjLKfTWa6/74qieFQieXt7c+rUKT799FMOHz6MxWLho48+AopnH65Zs4YJEyZwyy23cM011/Dqq6/Stm1bNm3axE033cTmzZsZOnSou4WcEFXByyC/b0LUNa/EN8EeNYMnsmahcVTzWYE1lG9hDr4X06bOOxCLdyDWM9rUWfQGrGe2qXPZsbqkTV1dVNUVQKL2kASQqL1MkgASNVu+ybe4XZt/GPFmH+J0kOCyEWfLILMwC8iGwuwam+Q5mzZF9ejxyaGzzn3SJR5G10KD01H2HqkJlxHdXk/8XxtLPXfs+G6OHd9Ny2ZduTy0J5oUZ7nj0jk1hJ0yEkYIbQnBYWxFengRyWYrifkppGSmlSplrglcLrBkKViyoLiqyHT6yx/wXBDRZCpuQefnp+Dr68TsVYTJaENvyEOrzQXFitOVhcORhaJUbbWUVinCy3kSL+fJix7DqfGiSBdGoS4Mmy6kOJGkDaBA4+9uZ5ePF/kl6yEpBvJcOnKcWnJdkONQKKqBvwNqM+uqrgWc0WgstaBoiZ9//pnffvvN/fi9997jt99+47HHHqN///4cOHCAqVOnMnXqVObNm0fLli0JCQnBz8+P119/nZiYGJKSkti8ebN7jKCg4jW/GjZsyP3330/Lli2ZN28eu3fvpkePHiQkJLBy5Uq2b9/OjBkzaNeunXttnN27d9O1a1d69uzJ0qVLSUlJYfLkyezbtw+Hw4FOp2PlypVMmzaNWbNm0aVLF/fCrNnFPSXdVSznY7PZPBI7JpOJKVOm8PrrrxMdHe3xfSlRUFDAX3/9xY033sj69esJCwsjKyuLFi1a8MILLzB+/HiP/fv378+cOXNo2bIlUVFRbN68mW+++YYPP/yQmJgYj7+fTqcTX19fXnzxRR566CEiIyPZvn07ev3ZL12+++47rrjiCnf11fjx4xkxYgQArVq1cu8XGRnJ/Pnz6d+/P7/99pvHcyVWrFjBXXfdRa9evRg4cCAZGRlERERw2223MWvWLLy8vFixYgXHjx+nVatW/PDDD8TExLBu3TrGjRvH0KFDefvtt7nmmmuIjPz31k/Xrl3Zs2ePx7natGnDt99+S48ePfj666/59ttvz/oahagMUgEkRN20JCEGZ9QMJmXNQuMoUDscwek2dXkZBOVlXNBxhXrz6WqjAKxefsXVRu42dVosGgXr6TZ1FqcNiz2X7KJcHFV8vSYunUkvCSBxcSQBJGovo5/aEQhxXvlGHxKCGxEXEEq82Zc4nYZ4VwHxtkzSCzOBXCjKLV4gpA7QoeHZb/1Qck6ddR+Ny4lfgB5LxtkXL01NaEF0+yHE7/2csla0/+fIr/xz5Ffatu5FG7+ukHbhH371RRrqJ5ioTz06UI8is0JauI0ko4XE3BTSsy7sg3tNUFgIKSkKxWvS6wCv019BHvtpNODnV9yCztfXhbe3HbNXEUZDATp9HhpNNopiweHIwunMrvoXchY6pQAvRzxejviLHsOh8aNQX48iXSiFumAKNEHYdIHY8KdA43u6nZ0XeaeTSHmKnhyn7t9KJIeL8qclawfvarIAeVRUFMnJyQDk5OQwY8YMJk2axJw5cwDo168fRqORxx9/nKeeeoqQkBB27NjBqFGjGDNmjHucshZEffjhh3nggQeA4gREu3bt2LVrlzuxMmDAAL744gvWrFnDqFGjgOKKl/r167Nx40YMBoM7xgEDBrBp0yZuuOEGduzYQfv27XnmmWfc57rpppsu+LU3b96cd999l4KCAndFS3x8PElJSfj6lj2hZufOnTRp0oQbbriBzp07Exsbi81m46OPPuLee+/FarV69O1ev349I0aMoE2bNkBxy7vFixdzyy23lBr72muvZevWrQBceeWVbNq06ZzJn5J4+vXr5348ePBgwsPDOXHiBIGBgR77liTmStb1KUtAQACTJk2iR48e7jWO5s+fz4EDB9i4sXiCQePGjZk5cyZ9+vRBURS6dOnCxIkT2bBhA4cOHeLTTz89Z8wAl19+Odu3b3e3D+zRo8d5jxGiInkb5ZaAEHXVGwmNsDecyVTrc2jslVPpLyqfyWG7uDZ1Zv/T1UYlbeq8ipNGeoO7TZ1FcZAtbeqqDS+9LHUhLo582hO1l9FH7QiEAMBm8CI+uBHxAWHEmX2J12uJc9lIKMwk1ZZBXUvynMuso7Ho/tpx3v38TEVYzrPGSGpCE6Lb3ULC3vUoStmtfP4+8AN/8wMd2g6gpVcnSD97Uul8jDYNkXFeROLFlURg83WRGlZAks5CfHYS1mzrRY9d0ygKZGcrFBchaADj6S9fIMxjX4MBAgI0+Psr+Pg68fayYzTZMBoK0OpygGxcrizs9kwUpfr/T6JXctDbc/CxH73oMezaIAp1YRTpw7BpgyjUBlGgCSBf44/NI4lkKq5EculPVyJpyHFCrtNF9W1OWJq3rnokgBRFca8R9Ouvv5Kbm8utt97qsfZX3759KSgo4O+//+baa6/liiuuYMWKFURERHDdddfRtm3bMsc+MzHRokULAPr06eOxT4sWLTh06JD78c8//8xtt93mTv5AcRVNYGAgv/zyCzfccANXXHEFS5cu5fHHH+fmm2+mc+fOHvuX1/jx41m0aBH33Xcf8+bNIz8/n3vvvRetVuuxbtKZevTowYEDB0ptHzRoEEVFRbzwwgs88sgjGAwGFEXh7rvv5vDhw3z00UdERETw7bff8uijjxIUFFQqabZs2TIsFgtHjhzhxRdfpG/fvmzduhV/f/+zvoakpCTCwv79+6LRaLj77ruZMWPGBX8/AGJjY4mNjXU/7t27NxERETz00EPs2LHDvWbQM888w3333YfFYqFx48YUFRXx+OOP88orr6DT6Xj00UdZtWoVPj4+zJw5kzvvvNPjPKGhoSQlJREcHMxrr712UbEKcSnMBi0aTZnzZYQQdcA7iVHYGzzHzNyZaIryzn+AqDV8bdn42rJpeAHHeLap88di8i6uNjIYsWq1Hm3qLC4bVkeBtKmrQN56b7VDEDWUJIBE7SUt4EQVKtSbSQhpRJx/PeK9fInTa4l32YgvyiK1IAOFfLDHFa+sLsrUN78xzdeXve7Pf/m4rEDgefdLTYimYdvhJO77BOUc6zns+ftr9mi+oVP7G2iqb4+Seek/KHOuluhcH6LxoTOR5AW6SAnOI0mbRULWKXLz5AILwG6H9HSF9HQorirSAWaKf74RHvv6+BRXFfn5KXj72PEyF2E02tDp89Bqc1AUK05nJg6HBWrwzDSDKwuDKwvsh86/cxkUNBRpQ4oTSLpQCrUh2LSB2LQB2Nyt7HzOWA/JSK5SvB5SrlNDjlMhz1l1c/t8qsl6J4mJie7kTHrxL2Sp9XZKJCQkALB48WKCg4NZsGABTz31FFFRUTzzzDPuap8SZ1agGI3GUttKttts/14cZ2VludfkOVN4eLi7cuWuu+4iJyeH//u//+OVV14hICCAMWPGMG/ePI+1ac6nZcuWLFu2jEceeYT3338fgJtvvpmBAweSk5NT7nFKDB8+nLVr13LkyBFat27Nl19+yZo1a/jrr79o164dAD179iQ1NZUnnniiVAKoZcuWAHTu3Jm+ffvSqFEj/u///s+joui//tvGDoqrhwCsViv169d3b8/KygIgODj4gl/XQw89xO7du90JoJJxSsZauHAhzZo144YbbmDp0qVs2LCB33//nWPHjtGnTx86duzIZZdd5j7WZDJRUFDAQw89dEGxCFFRNBoNZr2OAntdqz8VQpR471QkjojneIGZaIrKXptPCLi0NnUWnyCs7jZ1XlgMpuJqo9Nt6iyKg2zFfrpNXR7ZRTnSpu4/qqoC6MiRI8yfP59t27bx999/06pVK/7+++9S+/Xs2ZOffvqp1PYDBw6U2Wa5xI8//kivXr1KbR8xYgSrVq3y2LZhwwaeffZZ/vnnH6Kjo3nmmWe4++67PfYpKipi6tSpvP/+++Tk5NC1a1eWLFnivqY4F5vNRvPmzXnzzTcZNGjQBZ23LH///TeTJ09m+/bt2O122rdvz3PPPefxerdv38748eOJi4vjhhtu4K233sLH598ihp9++onbb7+dgwcPenRjOHHiBG3atGHfvn3ExMScN5YzSQJI1F5GSQCJilWkM5EYEk1cQPjpJI+OeFchcUVZpBSko1AAjji48HtldV6AYua+T/NRHOX7gOeVm0J5EkAAaYkNaHjZbZw8sBqX8xzjKwo7//yCXZqNXB17M41crVCsFZex87FoaWLxowl+QDTZIU5SgnI55cokIfOUx41fUba8PIV/82aG018+QIjHflpt8VpF/v7g6+vEy9uO2VSIwZCPVlfcgs7lsuBwZOJy1b52FxoUTK50TEXpXGwzVEWjp1BbXIVUqA2hUBdEgTYI2+n1kArwJQ/v05VIRvJcRvKU4vWQck4nkQpc5Ush+erVrwDat28fJ0+e5K677gL+TQysX7+eqKioUvs3btwYKG4T9uqrr/Lqq6+yd+9eFi1axIQJE2jbti3XXHPNJcUUHBxMampqqe0pKSnu+LRaLY888giPPPIIJ0+eZNWqVUyePJnQ0FCmTZt2QecbPXo0I0eO5NChQwQFBREZGUmbNm248cYbL+l1AOzfvx+dTleqQio2NpZ33nmH/Px8vL3LntEYHh5Ow4YNOXLkyDnPERwcjMVi8dhWcuF58OBBjwvAgwcPYjQaadKkyUW8mrM7deoUL7/8sru133fffcfQoUNp0KABDRo0oF27dmzZssUjAWSxWAgJCTnbkEJUCW+jJICEqOs+TGqAI2IW8zQz0BTKBa2oWCaHjXBrEuEX26bOK6C42sjoXVxtpNNh1WjdbeqsrkKsjoJa36auqiqA9u3bx5dffknnzp1xuVy4zjGZtlu3bsyfP99jW3mTE++++65Hoig0NNTj+V9++YWhQ4cybtw4Xn31VbZs2cI999yDn58fw4YNc+83ceJEVq1axcKFC4mMjGT27Nn06dOHffv2ERAQcM4Y3njjDYKCgjySP+U973+lp6fTp08fmjRpwrJlyzAajbz22mtcf/317Ny5k3bt2mG32xkxYgQ333wzvXv35oEHHmDu3Lm88MILQPFaqBMnTuTFF18s1Yo7JiaGYcOGMWPGDN57773zf4PPIAkgUXuZZA0gceHsWgOJIdHEB9QnzsuPeIOOOKWI+MIskm3puJRCcMRLkqeCzfujFUr8rnLvb0o/Dubzz+YokXYynIhWt5F8aDVO+7nbiCmKi99+X8sOnZ6usbcSWdQEJafiZx75Z+jwzwigOQEomhis9Zwk++dy0p5GYkYSdruUi10slwsyMxWKiyS0gOn0V+n2UWZzcbLIz0/Bx8eJ2asIk9GG3vBvVZHLlYXDnoVSh1bn0SgOzM4kzM4Lu0g7k1Njxq4LpVAXRqEuBJs2CJs2kAJNwOkkkg/5eNPWywk0rrjgz2Pz5s0sXryYnTt3YrFYCAoKwuVyYTAYGDt2LABdunTB29ubxMREhg4dWq5x27VrxyuvvMKyZcs4cOBAuRJAGo2Gl19+2V3ZYrFY+Oijjxg1ahTdu3fns88+Y8GCBe71b7799lssFgvdu3cvNVZkZCRPPPEEH330UZmt2UqsXr2aTz75hO3bt3Py5EmP8xuNRneS5osvvuDAgQMkJiayZMkSBgwYwOLFi4mIiDjr2CVWrVpFYGAg2dnZ6HQ6DAYDTqeTv/76i8svvxyAuLg45s+fj1arJTw8nFatWjF58uRSawK9++67HD16lBMnTvDll18yduxYpk+fju4/lWMtW7bk+PHjHtvy8vLQaDS8//777rWRFEVhwYIFaLVaAgIC6NChA6+88gpXX311uV4XwKuvvspjjz2Gr68vnTp1Yv369Xh5efHUU0/Rs2dPBg8eTEZGBsHBwR5VXHl5eWzbto3ly5eza9cutFotJ06coGXLlmzdupWbbrqJY8eOnbPVnRCVwcuoAylMFqLOW51UH0f4LOYzE01h3WlfLaqvi21TZ/UOLP4y+2Mx+RRXG51uU2c53aYu22XH4irE4sgjuyi3RrSp86uitc5vuOEG92fnu+66i127zn6vJjAwsFyfo8vStm1bd8V+WZ5//nk6d+7Mm2++CUCvXr04evQo06dPdydiEhMTeeedd1i6dKn7Wq5Tp05ER0fz1ltvMWnSpLOOrygKr732GhMnTrzg85blu+++IzU1le3bt7uTYNdeey3BwcF89tlntGvXjkOHDpGZmcnLL7+MTqdj3759rFu3zp0AevPNN/Hz8+P2228v8xz33HMPffv2Zf78+R7tr89HEkCi9pIKIHEWDq2ek8HRxAXUJ97bnziDnnilkLgiC8kF6TgVOzgTQKrfq8RdWW0I+br8yR8AY8IBaH7dBR2TcSqM8OajSD3yMY6iwvPu73Q6+HnXxxgMZrpfMZzwvCiUvMopQdcoGgJT9ASmBNKKQFy6ZmSG20n2yeFkURqn0pNxOutO8qEq2WyQnKyQnAzF7ee8Tn8Feeyn0YC/vxb/AAU/Xxfe3nZM5iKMhgJ0+jw0GiuKYsXhyMTplAwxgE6xoXMkYnYknnO/aL97gI5VElNhYSEDBw7k2muvda/b8tlnn5GUlISiKBw+fJgmTZoQGBjIrFmzmDRpEomJifTs2ROdTsexY8f4/PPPWbduHd7e3nTr1o2hQ4fStm1bdDodK1euxGg0lrv657fffqNRo0bux1lZWe4E0NSpU+natSuDBw/m4YcfJiUlhcmTJ3PVVVcxcOBAAO677z6CgoK4+uqrCQoKYuvWrfz5559MmDDhrOdcu3Ytx44dY/Dgwbz11ltAcWJi5syZ9OjRA7PZzLZt25g5cyZ+fn68/fbbmM1mpk6dyjXXXMPRo0d599133dVSHTt2ZMyYMbRq1YqCggI+/PBD1q9fzyuvvMKjjz5KWFgYOTk5REdHu2eshYSEcMcdd5CZmcnw4cMZN24c77//PsOGDWPkyJGMGDGCgIAANm/ezMsvv4yXlxfvvfceCQkJPPvss+Tl5ZWaaditWzc++eQTj23PPvss/fr1Y/369cyYMYNevXoxefJk4uLimDhxIjfeeCOvv/46ffv2xWazMX36dKZPnw7AHXfcQbNmzbjiiiswm81s2bKF+fPno9frufvuu+nSpQvp6el8//33OJ1Otm7dyvfff09eXh7PPvssjRs3ZsyYMaxcuZLevXtz/PhxDh06RHp6Op999hlabXHl265du3jiiSfo1q0bbdq0YcGCBTz33HPl+v0RoqL4GOW2gBCi2LqUcBzhz/GK5jm0tiy1wxHigukUJ8F5GQRfVJu6YCxmf7I92tTpsWp1p9vUOYurjVyFVd6mToMGf1PVTBIq+ZyqpsLCQn744Qdeeuklj+0jR47k448/5sSJE8TExPDNN9/gcrm49dZb3fsEBwfTv39/Nm3adM4E0E8//cSJEyc8kjrlPW9ZSibxnll1ZDabMRqNKKcXWywsLMRoNLons3l7e1NYWHx/KiMjg5kzZ/LNN9+cNebu3bsTEhLCRx99xCOPPHLW/f5LPumJ2svoc/59RK3l1Og4FRxFXGAEcd7+xBsMxZU8RRaSCtKL36RdiZLkUVmMI5BBq+MuuEBbd+oo+jZaHEUXttR9ZlIwYU1uJyNuFUUF5Wv9Zbfb+GH7SkxmH67pMJLQ7HCUgspNxmidGkJPGQklhLaE4DS0JL1+EcnmbBILUknOSHF/gBBVQ1HAanVhtQJoAOPpL1/Ac+aNwQABAcXrFfn4OPDytmMy2k63oMsFsk+vVZSJokill15fNTPZDh06hON0m8mffvqJ3bt3ExMTw5AhQ3jooYfIzs7GYDC493/iiSeIjIxk4cKFLF68GIPBQJMmTbjhhhvc6/h069aNlStXcvz4cbRaLe3atWPDhg20bt26XDGda7Zcx44d+eabb3jmmWe45ZZb8PHx4cYbb2TBggXuC4auXbvy9ttv8/bbb5Ofn0+TJk145ZVXuOeee8467urVq90XdSUJIK1Wy969e3n33XfJzc0lOjoal8vFmjVr6N+/P1BcYVPSouHM9XSaNWvGK6+8QnJyMhqNhnbt2vHBBx9QWFhIeno6Y8eO5bXXXuP7779n6tSpPP3002RmZmKz2XjwwQdZtGgROp2OPn36sGnTJr7//nu++uorCgsL0Wq1hIWFsXfvXncljaIoPPPMMzz11FMe1TXDhg1j7ty5HD58mObNm3Ps2DE2bNjA7t27GT58OPPmzWPevHk4HA6GDRvGokWLALjmmmto0qQJJ0+e9Ghv0aZNGz788EMWLFhAYWEhkZGRKIrC+vXrPdri3XLLLbhcLh5++GFGjRrF119/zdNPPw0UzwLcsmUL999/Pz4+PvTt25fQ0FC6desGwO+//05aWpq76umee+7hySef5Nlnn/X4XRSisgV4y++bEOJfn6fUwx72HEs0z6EtuLCb6ELUVMVt6k4Rbj11QcflmP2Lq428AoqrjYxmrAYTVp0ei1aDBRfW023qLI4CrBfZps7X4ItWo35i5r9++uknfHx8cDqddO7cmeeff54ePXqU69iBAweSkZFBREQEt912G7NmzXKvY3r06FHsdnuptYRKrrMOHjxITEwMBw8epF69egQFBZXab9myZec8/3fffUdUVJRHy+/ynrcsgwcPJjw8nCeeeILZs2djMBiYP38+Go2GO+64Ayi+prLb7XzwwQf07duXlStX0qlTJ6B48trNN99MbGzsWWPWarVcffXVfPvtt5IAEgKQFnB1gFOjIykokvjABsR5BxBvNBCn2Im3WzlZkIrD5QDXScg9qXao4ixe+Kk+SlbpxQTPR6Mo+PtryUy/sAQQQFZKIEFRo7CcXEVhXvkzgIW2PL7btgxv7wCu6TCSoMxglMILP//F0Nk1hCeYCCeMywmjyHwZ6fVsJJmsJOamkJaVXiVxiPKx2yE9XSE9HYqrinSAmbLWrfLxKU4W+fm5TregK8RoLECvy0ejzUZRrDidWTgcFqilvaz1hsAqOU9KSgoRERHEx8e7W6qdS8+ePfH19eXBBx9kzpw5HD16lLfffpvIyEjuvfdefvzxR5KSkmjYsCEPP/wwM2bMwGQyeRy7ceNGd6UMwJIlS3jqqaewWCwEBAR4tIA7ceIE+fn5fPnll2g0GgBmzJjBbbfdxp49ezh+/LhHa7ADBw5w11138eWXX7orgsqjrBl9Xl5efPXVV+7H06dPZ/HixfTr18+9rWXLloSHh1NYWMiAAQPc21evXl1qPIvFQosWLdytzqA4UVSy788//0yPHj2455573MksrVZLgwYNuPLKK1m+fDlQvP7P2LFjPRI9AwYM4Mknn+Trr79m9OjR7u1XXHEFV1xxBR9//DHTp09n5cqVNGnShNjYWGJjY7nnnnvYsmULffr0YerUqe7jjEYjw4cPZ/369cycOdO9/ZlnnuGZZ55xP548eXKp5M+Z39Pff/+d9evX87///c+93c/PjzZt2vD5559z6NAhrr76avbu3et+/uOPP6Znz540bdoUgCFDhjBu3Dg2bdrkbrshRFUI9TWqHYIQoprZlBbKhLCZLPV6Dm2BXGsIcTZ+tmz8LqpNXRAW7wCyS9rUGc3/VhudblNnddlPJ47y8DFUv3uc1157LaNHj6Z58+acOnWK+fPn07dvX3766Se6dOly1uMCAgKYNGkSPXr0wMvLy11pf+DAATZu3AgUd0aA4hZzZypJ9GQW93snKyur1D4l+5XsczY7d+6kffv2HtvKe96yBAUF8fPPPzN48GAaNGgAQEhICJs3b3avPerj48PixYu55557KCoqolWrVsycOZM///yTtWvXnrOVd4nLL7+c119//bz7nUkSQKL28go6/z6i2nNptCQFNiQ+sD7xPoHEGYzEYyfOns3JglTsLjsopyDvlPQur2GmJMRi3LHzoo/3NRaRycXNgLGm+RMQMYqclFUU5GRf0LH5+Va+/vUt/PxCuab9CPzS/MFeNYmgEkabhgbxXjTAi47Ux+bjIi3MRpIhi3hrMpZsS5XGIy5eXh7k5SkUVxXpT3+VrmDV6YoTRf7+Cr6+Lry87ZjNhRgM+ei0uaDJxuWy4HBk4nIVVPGruDSGKkgAORwOtm7dyrBhw8qV/Cmxa9cuTpw4waxZswgKCiIqKorU1FSCg4NZuHAhQUFBHDp0iJkzZ5KUlMS7774LwG233cbDDz9MZmYmwcHB7vE+/vhjBg4cWOZipEuXLuWOO+7A29vb3d6sYcOG+Pj4MGnSJD7++GPuu+8+9/7Lly8nMjLSIxlTUQ4ePEjLli3diagzhYSElLn9TM8++ywdO3Zk8ODBZfYM79KlC23atGHq1Km8/vrrBAUF8f7773Po0CF3VRKAzWZzJ9VKlDwu6+Jo+vTpPPDAAzz99NN89913dO3atdTrAsqc0RcfH09BQYF71uF/bdu2jXbt2vHCCy/w2muvYbFY6NSpEwsXLqRz584AxMbGsnfvXn744QdiYmJYt24d48aNA+DRRx/lqaeeIjIyEoDs7GzeeecdPv/8c/c5/P39adOmDd9++60kgESVCvExnX8nIUSd81VaCONDZvK293No89PUDkeIWqO4TV06wXkXkFyN6FBp8Vys/7YtHjx4MG3atOH5559n06ZNZz2uZIJWid69exMREcFDDz3Ejh07uOqqqyot5jMlJSXRsWPFtSJPTU1l6NChNG3alFdffRWdTsf//d//ceONN/K///3PXUU0evRohg4dSnJyMk2aNEGn0zFq1CimT59OaGgos2fP5s0330RRFB5++GF3d4ESoaGhpKenY7fby901QBJAovbyDgadCZznX+tDqEtBQ3JgJPFBEcR5BxJvNBGHg3hHNon5qRS5ioBkyEtWO1RRQToXRhK7du8l1TP4OC1A8Pl2O6vsDF98w0ah0X1CvuXcM0PKkpOTzqatrxMYGEH3NsPxSfUChzoVGuY8LVF53kThzVVEkh/gIjUkn1PaLBKyTpFzAZVOonpyOiEzU6F4wpEWMJ3+Kt0H2myGwEANfn5KcQs6ryKMRht6Qz5abQ4oVpyuLBz2LBTUX1vKYKj8CRsZGRkUFhZ6lPdDcTuxM9fX0mq1HhUymZmZ7Ny50+O48PBwj/VnunXrho+PD2PGjOH111/H29ubYcOG8fDDD7Nu3TrGjx8PQFxcHL/99lupdWpKXHbZZfj7++Pr61uqNdywYcNYvny5OwHkcDh4//33PSpoKtLZZtINGzbsnD2pAfbs2cOyZcv4448/zrqPXq9ny5Yt3Hjjje7ZcF5eXqxatcpjtmDz5s3ZsWOHx7Hbtm0Dyp59d9NNN3H48GHi4+PZtWsXQ4YMKfW6TCYTZrPZY3tQUBCKopCVlXXWBFBycjK7d+9m7969LF26FG9vb+bMmUP//v05fPgw9erVo3HjxsycOZM+ffqgKApdunRh4sSJbNiwgUOHDvHpp5+6x4uPjy+zRcbll1/O9u3bz/q9E6IyhEgFkBDiLL7PCGZs8EyW+cxCl5eidjhC1F0+oWpHcF4+Pj4MGjSItWvXXvCxw4cP56GHHmL37t1cddVV7ooba3EPdreSCp2SSXZBQUGl9inZ78yJeGUpa7JZec9blpdeeomsrCx2797tHrdPnz7upNhHH33k3tfPzw8/v+Kqro8//pisrCwmTJjApk2bmD9/Pr/99hsAnTt3pkOHDh6T/krGttlskgASAgDfcLDGqx2FoDjJkxLYgPjABsT7BBJvNBKncRJvzyGhIJVCZyGQAvkpUL6lWUQNZVb0PLFBi2KzXdI4XrnJXEoCCCA3yxvvwJFotWvIzby4WW0WSxIbty4iNDSabq2GYU42glPdVl3eVi0xVl9i8AWiyAl2khKcxylXBgmZSRTYalaFiLgwNhskJyskJ8O/VUXe/Pf/F40G/P01+AeAn68Tb28HJnMhRkMBOn0eGk0OiisLhzMTp7PykohGw6X9f3wh/lu5sm7dOo8FQx988EGWLFnifty+ffsyk0aLFi3i//7v/zh+/Di2M/6WHTt2jLZt2xISEkK/fv1YtWqVOwG0evVqfH19GTx48AXHPX78eK699lr27dtHmzZt2LRpE6mpqYwdO/aCx6pMiqLw4IMPMmHChFJVNmcqKChg2LBhKIrCp59+ir+/P2vWrGHUqFFs3ryZa6+9FoAJEyZwzz33sGjRIu68807279/P1KlT0el0Z61CevLJJ8nMzKSwsJCwsLAy97kYLpeL3Nxc1q5d624VcfXVVxMTE8OSJUuYNWsWUNw67r777sNisdC4cWOKiop4/PHHeeWVV9DpdDz66KOsWrUKHx8fj5ZzJUJDQ0lKSqqwuIUojxBfqQASQpzdj5lBjAmeyXu+s9DlynuUEKrwDlE7girVtGlTDAYDBw8e9Eh+/Leiv1WrVqSkpJCVleWxDtDBgwfPeT0Cxckci8VyUecty/79+2nVqpVHUkmn09G+fXuOHj1a5jF5eXlMmjSJlStXotPp+O677+jTp4/7PP369ePbb7/1iMVisWA0Gt0JpPKQBJCo3XzrSQKoiqUGRBAX2IAEnyDiTCbiNS7i7DkkFqRS4LQhSR4x90A7OHzxrd9KmNKOg/dllzxOvtWMl9+t+OvWk5128VVm6enxfP7LQurXb0aXZkMwntJVmyVb/DJ1+GX60wx/FE0M1lAnKYG5nHSkk5iRRFFRkdohChUoClitCsWTm7SA8fRX6Q+SRuO/Leh8fJx4eRdhMhaiN+Sj0+YAxS3o7I4MFMV+QXEYjZV/MRMSEoLJZCIxMdFje58+fdi5s/jvUVlru5y59kyJV199lSeffJJJkybRq1cvgoKC2LlzJw8++KBHMui2225jzJgxJCcnU79+fT7++GOGDh1aqvqkPHr06EHLli1ZtmwZCxcuZPny5fTo0cO9dkxFCwoKIiEhodT2882kW716NQcOHOCjjz5yX0yVfE8sFgtmsxmz2cyyZcvYsWMHiYmJhIYWz2bs3bs3R44c4ZlnnuHXX38F4K677mLv3r08+eSTPProoxiNRmbMmMGrr75KRETEWeMoOWdZM/oKCwux2WweP4esrCw0Gk2pxWP/e2xISIhHn/Dg4GBiY2PZt2+fx77BwcHu79PChQtp1qwZN9xwA0uXLmXDhg38/vvvHDt2jD59+tCxY0cuu+zf9zKTyURBgSTpRdUK8ZEKICHEuf2SGcAdQdN53+8F9Dmyxq4QVc67+lcA5eXlsXHjRjp16nTBx65atQrAfazJZKJXr16sXbuWRx55xL3f6tWrad26NTExMQD0798frVbr0Xo5KyuLb775hmnTpp3znC1btnQndkqU97xladSoEZ9//rnHtYbT6eTPP/+kQ4cOZR4zZ84crr76anr16uXelp//7w3TvLw8FMXzxtKJEydo0aLFOV/bf0kCSNRufvXVjqBWSvcLJy6oIfG+QcSbTMRpXMQ7cokvSKXAUQCkQUEayP0L8R8357QgcsPuChnLEPc3tB5UIWMV5Jgx+wwjMPwzLCmJ5z/gHJKTj/Bp8nyiIttwVcxg9ElUm0QQgEbREJimJzAtkJYE4tI2JSvcQbJvDieL0jiZnuTREksIgKIiSEtTSEsD0AFep78C/7Ongq+vloAA8PNz4e3jwGwuwmgsQK/LQ6PNQVEsOJ1ZOBzFZfUGQ+UngPR6Pd26deP777/H6XS626YFBQVx5ZVXAmA0lr4BWlaVyZo1a7jxxhuZO3eue9v+/ftL7XfTTTdhMpn45JNPGDBgAHv27PE45kKNGzeOl156iccff5wvv/yS5cuXX/RY59OqVSu+++47FEXx+B4cPHiQdu3anfW4gwcPkpWVVeaFUVBQEE8//TTz5s1j//79REZGupM/JWJjY3nvvffcj7VaLa+88gozZ84kLi6O6Oho7HY7U6dOLdUm70wlyZf/zugrmUn3zz//cPnll3vEHR0dfdb2bwBt2rQ568w921kqWk+dOsXLL7/sbuHw3XffMXToUBo0aECDBg1o164dW7Zs8UgAWSwWQkLq1gxPoT5JAAkhyuO3rABGBkxnlf8L6LNLTxQRQlQi76rrmpCfn+9ewycuLo7s7Gx3W7drr72WsLAwfv75Z15++WWGDh1KTEwMp06dYsGCBSQnJ7NmzRqP8TQaDWPGjGHFihUA3HHHHTRr1owrrrgCs9nMli1beOWVVxgyZIj72gxg2rRp9OzZkwkTJjB8+HB++OEHPvroI1avXu3ep2HDhowbN46nnnoKnU5HZGQkc+bMISAgwGP91LJ069aNTz75pNRaOuU5LxRfY44ZM4Zly5YBxddr77zzDjfddBMPPfSQew2gw4cP8/bbb5c6/7Fjx3jjjTfYs2ePe1vv3r1ZsmQJy5cvR1EUvvvuOx5++GGP43bt2sU111xzztf2X5IAErWbb+mZu6J8MnzDiA9qSJxvMPEmM/HakiRPGnmOfCTJIy5UPZcPt61JR3G5KmQ8fUo8xlgdRbaKSVbY8oyYvIcS1OALsk7FXfJ4CSf3kXByH40bdaBj5HXokqpRFugMWpeGkCQDIQTThmAc+hZk1reT7GUl0ZZKUnpKqRknQpydhtxchdzc4v8Gw+kvH8DzZr9OB+HhPvTpXTUfRx9//HEGDx7MnDlzzjsb7FwKCgpKJYs+/PDDUvv5+fkxePBgPv74YzIzMwkLC6Nv377nHNtoNJ41mTBmzBimTp3K7bff7l5nqLJcf/31PP/883z//ffumA8dOsQff/xRahHSM91111307NnTY9uKFStYvXo1mzdvJjo6GiieHZeYmEhaWppHm7bdu3eXmTwKCAhwV95Mnz6dxo0bn/N7aTabiY6O5vjx4x7bu3bt6m43V5IAstvtrF+/noEDB579G0Lxorbvvvsue/bscc/gy8jI4Pfff+exxx4r85innnqKe+65h5YtW7q3lWdG35n7C1EVpAWcEKK8dln9GB4wjdX+szFkX/o1kxCinHzrVdmpUlNTPdpkA+7HP/zwAz179iQiIoKioiKmTJlCRkYGPj4+dO3alTfffJOrrrrKfVxeXh4A9ev/O0G/TZs2fPjhhyxYsIDCwkIaN27MlClTeOaZZzzO2b17d9avX8+zzz7LsmXLiI6O5p133ikV26JFi/D19WXy5Mnk5OTQrVs3vvvuOwICAs75Om+66SYefPBBfvzxR/r163fB53U6nR6TZzt27MjXX3/NrFmzuOuuu3C5XO723f9d9xPgscce45FHHnFfI0HxNcfUqVOZMmUKUHztc+Z1SmpqKrt3777giYWSABK1mySAzinLJ4S44CjifYOJN3kRr1WIc+SSYEsnx54LZIAtAy5tqRYhAHjxtyYoKWdfFPxi+PlpyKjA38/CfANG802ERH1JRkLZM70v1PG4PRyP20OLpldzeb3eaJOrd3WN3qGhXqKReoTRnjDspstIDy8kyWQlMS+F1ItcK0mI/3I6wen0rbLzDRo0iMmTJzN9+nT27NnDiBEjiIiIwGq18vPPP5OcnFyuPsr9+vVj0aJFLFmyhBYtWvDBBx9w5MiRMve97bbbuPnmm4mLi+PWW29Frz/3R+/WrVvz3nvvsWHDBiIiItyVIgBhYWHcdNNNrFmzhvvuu++c1Srnsn//fo+Kpb1797J27Vp8fHy4/vrrAejSpQsDBgxg7NixLFiwALPZzNSpU2nfvj0333yz+9gVK1Zw9913uy8EY2JiSiVwfvzxR3Q6nUdiaNSoUcyZM4eBAwcyefJk/Pz8WLNmDVu2bOH9999377djxw5++uknOnToQEFBAV988QXvv/8+mzdvdldxnU23bt3Yvduz4tRsNvPMM88wc+ZMwsLCaNeuHUuXLiUjI4Mnn3zSvd9PP/1Enz59WL58OaNHjwZgyJAhdOrUiWHDhjF79my8vLyYO3cuJpOJCRMmlDr/1q1b+eGHH/jnn3/c23r37s20adPo1asXx48f59ChQx7tHqB4Rt8TTzxxztcmREUL9ZUKICFE+f1u9eUW/6msC5iHwXpM7XCEqBv8I6vsVDExMeedBNqsWTO++uqr8461bds2jEYjDz30kHvbM888UyrZczY33nhjma26z2QymZg/fz7z588v15glwsPDufHGG/n44489EkDlPW9Z36PevXvTu3fvcp3/888/L3P7jBkzmDFjRpnPrVmzhpiYmFLXEOcjCSBRu/lJAsjqHURccDRxfiHuJE+8M4+4grTTSZ5MsGVKkkdUqokpl+Pzv4pp/XYmX4ONjAp+Kyuy6XEZBxPW6CvS4v45/wHldOjoNg4d3cZlLXvQLvAaSHVU2NiVyVCoISLeTARmriCcQm+FtHoFJBksJGQnk2nNUjtEUYNdyMKVFWHu3Ll0796d119/nQkTJmC1WgkODqZjx44sX76ckSNHnneM6dOnk5aWxvTp0wEYNmwYr732GjfccEOpfQcOHEhAQABJSUncdttt5x170qRJHDlyhNGjR2OxWJgxYwYzZ850Pz906FDWrFnD2LFjy/+i/+OTTz7hueeecz9euXIlK1eupFGjRpw4ccK9ffXq1Tz++OPce++9OBwO+vfvz+LFiz2SWCUz+spaK+lcoqKi+OGHH3j22WeZMGECBQUFNG/enPfff5877rjDvZ/RaGTdunXMmjULgM6dO/Pjjz/SpUuX855j2LBh3H777eTk5Hj8nj399NMoisL8+fNJS0ujQ4cOfP311zRp0sS9j6IoOJ1OXGdUrGq1WjZt2sRjjz3GfffdR1FREddccw3/+9//PGY0ArhcLh5++GHmzp3rce777ruPgwcPcv/99+Pj48Nbb71F27Zt3c///vvvpKWlccstt1zAd1OISxfgZUCv1eBwScWvEKJ8/sr2ZYjyDJ8GzsNoqZiJc0KIcwiIUjuCi7J161bGjBlDw4YN1Q6lTNOmTaNbt27MnTv3gq9pqprL5WLRokVMnz69zFbl56JRpK+LqM3++Qo+HqF2FJUu2yuA+OBo4vxCiTd7Ea+FeGc+cbZ0rEXZaocn6ri29nBmvGlByc2r8LGThz/H/tTKWQxRZ3Di6/s9Kcf+rpTxL2/Tj1beV0F6zUgEnU2Bv4vU0HxOabOItySRk5ujdkiiBomNjeWmm25SO4waY/To0fzxxx/s3btX7VAAuPPOO8nIyHD3CK9O7HY70dHRvPjii+4qnuruqaeeYvfu3WzZskXtUEQd1HXu95yyyowwIcSFaeWbz+d+L2HKOqR2KELUblOSwOitdhS10ttvv01sbKzH+kPVUWJiIitXrmTy5MlotdoLOlYSQKJ2O/k7vH1hZXHVVa7Zn7jgaOL9Q4kzeZOg0xDnzCfelk5WkVXt8IQok17R8v6XjdHtrbhKmjNZrruP323tK2VsAK3OhX/gDyQf+bPSztGx/SCaG2JRMu2Vdo6qlBvsJCUoj1NkkpCZRH5B/vkPEnVWjx49yl0iX5ft3buXPXv2cM8997B06VLGjRundkgANGnShA8++ICuXbuqHUqZFi1axMqVK0u1gquOsrOzadSoEZ9//nmZPcKFqGzD3/yNHScy1Q5DCFEDNfcpYGPAS5gyK+eaT4g6zysYnj5+/v2EOAtpASdqN7/659+nGsk3+Ra3a/MPI97sQ5wOElw24mwZZBZmAdlQmA2FakcqRPnMOtYB3d4dlTa+OfUo+FdeAsjl1GLN6kWDlgZO/bOrUs6x+68v+V2zmas63ERj2qBYanYiyDdTh2+mP03xR9E0IjvUSUpALiddGSSkn6KoqEjtEEU1cr6FOUWxG264gbS0NMaMGXNJ7d8q2rFj1bvv//333092djbp6emEhlZOtWhFiY+P5/nnn5fkj1BNw2AvdpxQOwohRE10OM+L65Wn2RQyH3PG/vMfIIS4MIE1s/2bqD6kAkjUbk4HvFAPlOqz6Hq+0YeE4EbEBYQSb/YlTqch3lVAvC2T9EKZdSdqj/55TRi39Bg4Kq/FmSu4Pj+2n1Zp47tpFELCf+PkgW2VehqtVkeXK4YRZW+Gkl2zW8OVxaVVsNRzkOKXS6I9lZPpyTgq8fdDVH+jR4/2WHtFCCGEOl759hCLvj+sdhhCiBos2svG1yEL8UqvnBbaQtRZrQbDyA/VjkLUYFIBJGo3nR4CGoIlrkpPazN4ER/ciPiAMOLMvsTrtcS7bMQXZpJqywByoSgXZCK8qKUCXGbGf5qHUsk397WZyZi8dRTmV3KSV9GQntyFhm0MJO77udJO43I52bprNXq9kW5XjCCiIBolt/YkSLQuDcHJBoKTg2hNEE59CzLD7SR7Z5NoSyUpI8Vj0XVR+wUFBakdghBCCCAqWNYVEEJcmvgCM33Tn+Db0FfxTq+8FtpC1DkBDdWOQNRwkgAStV9QTKUkgAr1ZhJCGhHnX494L1/iSpI8RVmkFmSgkA/2OKjZ3ZyEuCgv7mmFklA5LdP+y99XQ1oVLDOjQUP6qU5EtdWT8PcPlXouh6OIn3a8j9HozTVXjCAsJwKlspNcKtA5NISdNBJGKO0IxWFsTXr9QpJM2STmp5CSkap2iKISabVaaQEnhBDVRFSQl9ohCCFqgZM2E33SH+PbsEX4pv2hdjhC1A6SABKXSBJAovYLbgzHf7qoQ4t0JhJDookLCD+d5NER7yokviiL5IJ0FArAEQc5FRyzEDXY3ZltCP66apI/AL76AtIwVNn50k7GEt3eQPxf31T6uYqK8vl+27uYvfzp0WEkwZZQFFvtSwSV0BdpqB9vpj5mYqlHkZeLtPBCThksJOYkk2GRNpm1SWBgIFqtVu0whBBCIBVAQoiKk2Qz0jv1Ub4PX4xfatVdFwpRa0kCSFwiSQCJ2i+o8TmftmsNJIZEEx9QnzgvP+INOuKUIuILs0i2peNSCsERL0keIcqhiSOIgZ/EUZWLy3nbM4HwKjwjpCa0PZ0E+rJKzmcryOab3/4PX98grmk/koCMQJSi2t8qzVigJfKEF5F40YkIbH4uUsIKSNJmEW9NIjsnW+0QxSWQ9m9CCFF91Pc3Y9RpKXLW/s8XQojKl1pooHfyw3wf8Tr+KTvUDkeImi0gSu0IRA0nCSBR+wU3xqHVczI4mriA+sR7+xNn0BOvFBJXZCG5IB2nYgdnAuSqHawQNdusH8NRsqp20U8v60mqOgEEkJrQkuj2euL/+rzKzpmbm8XmX98gwL8e17QbgU+qDziqMt2mLnOOlkY5PjTCh6tpSG6Qk9TgfE6RSULWKfLyq6AXoKgwkgASQojqQ6vV0CDQzIkMeS8VQlSMtCID1556iB8bLCUgZZva4QhRc51nYrsQ5yMJIFHrHavfmltionEoDnAlSpJHiEoyNSEW486dVX5eU8pRCLqiys8LkJrQlOj2txC/dz0oVZeIsWansnHrYkKCG9LtslvxSjaBs+4kgkr4ZunwzfKjCX5AI7JDHaQE5nHSlUFCxikKCwvVDlGcgySAhBCieokK9pYEkBCiQmXZ9fQ4NYEfI3UEJW9VOxwhah7vEPAJUTsKUcNJ43VR6zXwj8ap1N41M4SoDrrYGtJhzV+qnNtwfK8q5y2RmtCI6La3olFhLZOMzES++OUVfsxeQ2Gko86/q/un62l+JICex5pwe043bg7oQbeoK4ipH41eL3NeqhtJAAkhRPUi6wAJISqD1a6nR+J9ZET0UDsUIWqesFZqRyBqgTp+q0jUBWa9mQifCLXDEKLWMit6HtsIikrVFtrsDLx81L25n5rYkIZtRqLV6VQ5f0rqUT77ZQG/FHyOPVIBjSphVCtal4bgFAOtDwfR90Rz7izowU3B13B1VAca1muAVoWEnfAUHBysdghCCCHO0DTMV+0QhBC1VI5DT4+E8aQ36Kl2KELULKEt1I5A1AIyHVbUCTEBMZzKO6V2GELUSvP2t4fD6i7s6eerUJCnagikJdYnotUokg+twmm3qxLDyVMHWX/qII2iL6dT1PXoTtW9tnBno3NqCDtlJIwQ2hKCw9iK9PAiks1WEgtSSclIRanCNn51nUajISREWhkIIUR10qq+n9ohCCFqsTyHjmvjxvFDIx31Tn2vdjhC1AxSASQqgEx/FXVCjH+M2iEIUSsNy25Jgw1Vv+7Pf/nqqke/+oxTYYQ3H4XeaFQ1jrj4P1m7dR672YKrvrzVl0VfpKF+gokOh+sxOLEtdyq9uD68K7FRbQgNksREZQsKCsJgMKgdhhBCiDO0CJcEkBCicuU5tVwbdxfJkf3UDkWImiFMKoDEpZO7QqJOiAmIUTsEIWqd+k5fRqxNhWpQNeFdlKl2CG6ZSSGENbkdg9msdigcOb6TNb/N5S/DVpRwddrT1RRGm4bIOC86Hq7PkKQO3KHvRf+Iq2kX1YoA/wC1w6t1wsLCqvR8X3zxBf379yc4OBij0Ujjxo257777OHTokHsfjUbD/PnzzznOihUr0Gg0pKenl+u48ox5sWbOnImvb9ntms71nFqGDBly1u/HsmXLaN++PT4+PkRFRTF+/HhSU1PPO2ZRURFPPfUU9evXx8fHh379+vHPP/+U2u+LL76gc+fO+Pn5ERERwfDhwzl27FiZcbRo0QKz2czll1/Oxo0by/36br31Vp566in34zVr1nDTTTfRsGFDfHx86NChA8uXLy9XpWFMTAwajabUl81mc++TkpLC9ddfj7+/P927d+fIkSMeY2RmZlKvXj12797tsd3lctGyZUs+/PDDcr82UXeE+ZkI8VF3EosQovYrcOq49vgYTkVep3YoQlR/UgEkKoAkgESd0DSgqdohCFHrzN0Wg5KSpnYYAHhZEtUOwUNWShAhjW7H5O2jdigAHDj0C59sm8N+8y4Ik+6v5WHO1RJ93IfOhyO5NfVKbjP1pE+DzrRu2Bxfn+rxc63J6tWrV2Xnmjx5MjfddBMBAQG8/fbbfPfdd0yfPp39+/czYsSICxpr0KBB/PbbbwQGBlZOsLXU5s2b2bZtW5nPrVy5knHjxnHdddexYcMGZs2axcaNGxk6dOh5x504cSJvv/02c+bMYf369RQWFtKnTx+sVqt7nx9//JGhQ4dy2WWX8emnn/Lqq6/y559/0r9/fwoKCtz7rVq1ivHjxzNixAg2b95Mly5dGDp06FnjPtPvv//Ohg0beOyxx9zbFi5ciLe3NwsWLGDDhg1cf/31jB8/nlmzZp13PIBhw4bx22+/eXyZTCb384899hgOh4O1a9diMpm46667PI6fNm0aN910Ex07dvTYrtVqmTx5MjNmzMDhcJQrFlG3NA+vXsljIUTtVOjScu3xO0lsOEjtUISovkz+4N9A7ShELSB3gUSd0CpEMuZCVKRHUi7H53+7z79jFTEmH4HQTmqH4cGSGkBA5Ciyk1Zjy81WOxwA9h74nr18T2y762lp6oiSoc5aRTWRj1VHY6svjfEFoskOcZAalM9JVwYJmac8ZuaL86uqBNCmTZt48cUXmTZtmseN9x49enD33XdfUIUHFFcuVXX1Uk1XWFjIxIkTmTt3LmPHji31/EcffcS1117LSy+95LF97NixJCQkEBUVVea4iYmJvPPOOyxdutQ9bqdOnYiOjuatt95i0qRJQHFip1GjRixfvhyNRgMU//717t2bXbt2cc011wAwY8YMRo4cyfPPPw9Ar169+Ouvv5g1axabNm0652tctGgRAwYMoEGDfy/QN2zYQGhoqPtx7969ycjIYOHChUybNg2t9tzz8MLDw7n66qvP+vy3337Lpk2b6NSpEwEBAVx99dXk5eXh4+PDX3/9xerVqzlw4ECZx44YMYKHH36YjRs3MmTIkHPGIeqeluF+bDtWfSqrhRC1l92lodexUXzXREejxC/UDkeI6idU2r+JiiEVQKJO8Df609C3odphCFErtCuqR/fVB9UOw4PhxF61QyhTdroffuG34e0fqHYoHv7Yu5lVu2dzPOAgmiBZh+Vi+GfoaXbEn2uPNeZ2a1eGBVxL96iONK4fLWvblEN4eHiVnGfBggWEh4czbdq0Mp8fPHiwx2OXy8XMmTMJDw8nNDSUu+++m7y8PPfzZbWAuxA9e/Ysdc49e/ag0Wj48ccfPeIuubFfr149Bg8e7NGu7kL9+OOPaDQadu3a5bF9yJAh9OzZ0/344MGDjBw5kqioKLy9vbnssstYsGABLpfros89f/58goKCSlWolLDb7QQEeLZZLHl8rnZp33zzDS6Xi1tvvdW9LTg4mP79+3skbOx2O35+fu7kT1njHzt2jEOHDjF8+HCPc4wcOZLvv/+ewsLCs8aRl5fHunXrGDZsmMf2M5M/JWJjY8nOzvb4nbpYhYWFeHl5AeDt7Q0Ut8SD4sqoadOmnTVZ6e3tzaBBg3jvvfcuOQ5R+7SoL+sACSGqjt2loffR4RyPGqJ2KEJUP2Et1Y5A1BKSABJ1RuuQ1mqHIESNp1e0TP3GF6UCbl5VJG2uFW+/6lnUmpPpg1fIbfgElb4ZqCpFYceez/lkz1wSgo+hCaie37+aQKNoCEzR0+pwIH1ONOfO/GsYGnwNV0d1ICo8Ep1O1l86k06nIyQkpNLP43A42Lp1K3369Cl3Um7JkiUcPnyY9957j+nTp/PRRx+5K0LOxeVy4XA4Sn1drMTERB566CE+//xz3nnnHVwuF127diUzs/Ss/LLOe7EJm5MnT9KyZUuWLl3Kpk2buPfee5k1a1a5vgdliY+PZ+7cubz22mseCZgz3XPPPXz11VesXbuWnJwc9u3bx+zZs7nhhhuIjo4+69gHDx6kXr16BAUFeWxv3bo1Bw/+O0nhrrvuYv/+/SxduhSr1cqxY8eYMmUKsbGxdOvWzT0WQKtWrUqNVVRUxPHjx88ax2+//UZeXp57rHP55ZdfiIyMxM/v/DfYP/zwQ0wmE76+vgwcOJC9ez0nOnTq1ImlS5eSlZXF66+/TtOmTQkKCmL16tWkp6fz4IMPnnP8rl27smXLlktK7onaqZUkgIQQVcypaOl95FaORN2idihCVC+SABIVRO72iDrjspDL+DbuW7XDEKJGe/5oB7R7d6gdRpn8fRTyc9SOomx5Fi+8/Yej1a0jJz1F7XA8uFxOft29hu06I92uGEaDwsYoObIuxKXQOjWEnDISQghtCcFpaEl6/SKSzdkkFqSSnJFSroXga6uwsLAqSYplZGRQWFh4ziTCf0VERPDhhx8CcN111/H777+zdu1a5s2bd87jnn76aZ5++ulLivdMr7zyivu/nU4n/fr1o169eqxdu5Z7773X/VxeXt5Zk1s+F7FWVZ8+fejTpw9QXB3TvXt38vPzWbJkCTNmzLjg8R577DFuvvnmc7YyGzVqFHl5eYwaNQq7vbgtZd++fVm1atU5x87KyipzLaagoCCPRNk111zDp59+yqhRo9xJkQ4dOvDVV1+5fw+zsrIASo1XklwqK/FWYufOnfj6+tKkSZNzxvvLL7+watUqFixYcM79AG688UY6d+5MdHQ0x44dY/bs2XTv3p0//vjDfZ758+czcOBA3njjDQICAli3bh35+fk89dRTvPvuu+j1577Mu/zyy8nOzubAgQO0adPmvDGJuqNFuCSAhBBVT1E09DtyM18109MyYbXa4QhRPdRvr3YEopaQCiBRZ7QOlgogIS7FgPwmNP30d7XDOCsfbfWqSvqv/GwzOq9bCahXPRdxdDqL+N/Oj1h3YAFp9ZLReMsckYqis2sITzBx+eEwBiW2YbTSk4H1uhIb1Yaw4GpWGVYF6tevX6XnO1vlSVn69evn8fiyyy4jMTHxvMc98sgj7Ny5s9TXxdq2bRv9+vUjJCQEvV6Pt7c3ubm5pdrAeXl5lXne8ePHX9R5bTYbM2bMoFmzZphMJgwGA1OnTiUpKYnc3NwLGuubb77hm2++OW/ybP369TzxxBNMmzaNH3/8kZUrV3L48GGGDx9eIYnSX3/9lTvvvJPx48ezZcsW1qxZg8vlYtCgQRQUFFzy+ElJSWW2eztTYmIiI0aMoFevXkycOPG8Y7722mvcfvvtXHPNNYwZM4affvoJKE76lIiNjSU+Pp6DBw+SnJxMnz59mDt3Lp06daJPnz58+eWXtGnThtDQUO66665SbedKYk5KSrrQlyxqOT+zgQYBZrXDEELUQYqiYcDhm9gfdZvaoQhRDWigQazaQYhaQu7uiDpDWsAJcfECXGbGrc9DuYSWRpXN25YOVO+1vmy5RkzeNxMU8QVZSfFqh1Mmu93Glu3vYTb70j12JKHWeigFTrXDqlUMNi0N4r1ogBcdqU+hj4vUMBtJhiwSspPJslrUDrFSVVUCKCQkBLPZTHx8+f9f+28FiNFoPOf6LyUaNmzIlVdeeaEhlik+Pp7+/ftz5ZVX8tZbb9GgQQOMRiODBg3CZrN57KvVass878aNGy/q3E8//TRvv/02M2bMoGPHjgQGBvL555/zwgsvYLPZ8PX1LfdYEydOZOLEiXh7e2OxWNzbbTYbFouFwMBAFEXh/vvvZ/z48R7rNDVp0oTu3bvz7bff0r9//zLHDwoKwmq1ltqelZVFcHCwRxy9e/f2qLy5+uqriY6O5v333+fee+91V/pYrVaP38+SyqAzx/svm82GyWQ66/MWi4Xrr7+ekJAQ1q1bh1Z74fPvIiIi6N69O7t37/bYbjAYaNmyuDXI8ePHef311/n9999JTU1lxIgRLF++nP79+zNgwABeeOEF5s6d6z62JOaKSIKJ2ueyBgGcstrOv6MQQlSCgYdvYEMLHe3iP1A7FCHUE9wEvALVjkLUElIBJOqMYHMw9X2qdtaxELXFi3+0Qkk4qXYY52S2JKgdQrkU5htxaG4ipOG52wWpzWbL5bvf3mFD3BtYI6xojPKRobKY8rREnfDmqsOR3JLSkVGmXvRt0JnLGrbAz6f8N9xrisjIyCo5j16vp1u3bnz//feXtB5PRTKbzRQVFXlsK0kylPjqq6/Izc1l/fr1DBs2jK5du9KhQ4dztiErz3mB8557zZo13HfffTz99NP07duXK6+88rytxM7mn3/+Yc6cOQQFBbm/AKZNm0ZQUBA2m420tDTS0tLo0KGDx7GxscWzHY8ePXrW8Vu1akVKSkqp13Dw4EGPtXz2799favyGDRsSGhrqHr9k/zPXDip5bDQaz9neLTg42CPBdaaCggIGDx6M1Wpl8+bNBAQEnHWcS/X444/z8MMPExMTw7Zt2zCbzQwfPpzAwEDuvPNOvv3Wsw1yScxVsR6XqHliowPVDkEIUcfdcGggf0SPUTsMIdQT2VHtCEQtIndzRJ0ibeCEuHBjM9oS/M0utcM4L+OpQ+ffqZqwFxgosg8mrFELtUM5r7y8LL769U2+THqHnAZ5YJCPDpXN26ol5pgvXY9EMSKjMyO8e9KzYSdaRDbFy+yldniXRKfTERERUWXne/zxx0lOTmb27NllPr9p06YqiwWKEw///POPR2uzb775xmOfgoICNBqNx9o+n3zyySUlsRo2LK6OPHDggHtbeno6v//u2dazoKAAo9Hofux0Os+7Fs/Z/PDDD6W+AO6//35++OEHjEYjYWFheHt7l4qjpNIlJibmrOP3798frVbLunXr3NuysrL45ptvGDhwoHtbo0aNSo0fFxdHenq6e/wmTZrQokUL1qxZ47Hf6tWr6dOnj8f35L9atmxJWlpaqRZrDoeD4cOHc+DAAb766qtLSnyeOnWKX375hU6dOpX5/Hfffcfvv//O5MmT3duKiopwOourN/Py8kq10ztx4gQALVpU//chUfViowLVDkEIIRh6aAA7o8aqHYYQ6oi8Qu0IRC0iLeBEndI6pDU/JPygdhhC1BhNHcFcv+YENWG5euPxvWgioAKWjKgS9iI9LuV66jXWk3p8v9rhnFdOdhqbti4hOKgB3drcineKFzhqyDe7hvPL1OGX6U8z/FE0jbCGOkkJzOWkI53EjKRSVR3VWf369S+6ouRiDBw4kEmTJjFz5kz279/PyJEjCQ0N5fjx4yxfvhyr1eqRLKhsw4YNY9myZTz88MMMGTKEX3/9lbVr13rs07t3bwDuvvtu7rvvPvbt28eCBQtKtae7EA0bNqRz584899xzBAQEoNfrefHFF0tVpPTr14+3336byy67jNDQUJYuXVquFnhl6dmzZ5nbmzZt6vHcvffey+uvv46/vz/XXnstcXFxzJw5kzZt2ri/FyXjnThxwp24aNiwIePGjeOpp55Cp9MRGRnJnDlzCAgI4L777nMfd//99/Poo4/yyCOPcMMNN5CRkcELL7xAvXr1GD58uHu/mTNncvvtt9O0aVN69erF6tWr2b59O//73//O+Tq7deuGy+Xijz/+oHv37u7tEyZMYOPGjSxYsIDs7Gy2bdvmfi42Ntbdgq1Pnz7ExcVx5MgRAD7++GM2btzIwIEDadCgAceOHWPu3LnodDqeeOKJUud3OBxMnDiR+fPn4+VVnCDu3LkzTqeTSZMm0bt3b15//XVGjhzpcdyuXbto3br1edcvEnVT+6hAtBpwydu8EEJltx7uy8fNdXRJeFvtUISoWg0kASQqjiSARJ1yWfBlaocgRI2hUeC5H8NQsvapHUq5aAoL8PHXk2utHq2eysNp15Gb25/6zfQkH/lL7XDKJTPrFBt+WURYaAxdW92MOckod4iqkEbREJimJzAtkJYE4tI2JSvcTopvLolFaZxMT3LP+q+OSipRqtKLL75I165dWbJkCWPHjiUvL4/IyEgGDBjAk08+WaWxXHfddbz00kssXryYFStWMHDgQN5880369u3r3qddu3asWLGCmTNnMnjwYDp06MDatWu59dZbL+ncH374IePHj+euu+6ifv36vPDCC6xatcqjfdnixYu5//77efjhh/H29uauu+5i6NChjB8//pLOfS7z5s0jLCyM999/n5dffpnQ0FB69erF7NmzPdbWycvLK7V+1KJFi/D19WXy5Mnk5OTQrVs3vvvuO4/E1sSJEzGZTLzxxhssW7YMPz8/unTpwpo1azzan912223k5+czb9485s2bR8uWLfn000/p0qXLOeNv0aIF7dq1Y/PmzR4JoJLKrrKSNsePH3dXHzmdTo/qrsaNG3Pq1CkeffRR91pJvXv3ZtasWTRu3LjUWIsXL6Z+/foevx/h4eF8/PHHPPnkk7zzzjsMGjTIY40lgM2bNzNs2LBzvjZRd/ma9DSv58c/KTlqhyKEENx2uBcfNNfSPeEttUMRompo9RDRXu0oRC2iUf7bD0CIWiwtP43ea3qff0chBM/Gx9L+w51qh3FBDtz2BklJLrXDuGAanYvA4J9JOrT7/DtXMxH1m3N1syEYT2mpEaVitZxDr5AZXkSyTzaJBakkpaeUav2kpptvvpn27eViRlyYgoICAgMDef/99z2qdqqLxYsXs2jRIg4fPoxGo1E7nPPat28fl19+OYcPHy4zqSQEwOR1f7FqZ81YX1EIUTe823wrvRJeVzsMISpf/XZw/y9qRyFqEWnkL+qUMO8w6nnVUzsMIaq9rrYoLl9bMypSzuSryVU7hIuiOLVY0nsQ2aqz2qFcsKTkw3z6y8v8VvQljgZA9b/3WavpHRrqnTTR/lAYAxPaMNrVi0H1unFFVFvqBYepHZ4qFUCi5tu5cydNmjSpthUr48aNo6CggA0bNqgdSrksWLCA0aNHS/JHnFMHWQdICFHN3H24G99FPax2GEJUPmn/JiqYtIATdU5seCxfn/ha7TCEqLbMip5HNyooF7nug5q8CtKARmqHcVEURUNGSlcaXmYgcX/Nm+0Tn/g38Yl/0ySmIx0b9EdbAyuxaiNDoYaIeDMRmLmCcAq9FdLqFZBksJCQnUymNavKYvH29iY4OLjKzidqjx49enDgwAG1wzgrLy8vVqxYgdVqVTuU83K5XDRr1ozRo0erHYqo5mKjg9QOQQghShl3uAtvNtNyXeIitUMRovJESgJIVCxpASfqnNUHV/PC9hfUDkOIamvRviuI+GKH2mFclNxrR7JDc43aYVwSBYV6kX+Q8PePaodySVo060KHsF5okqvvejQCCvxdpIbmc0qbRbwliZzcylvvoUWLFowaNarSxhdCCFFxXC6F9s99Q25hzVlbUQhRdyxutpvBiQvRSA9qURvdvxXqt1U7ClGLSAs4Ued0qt9J7RCEqLaGZbckYkPNWvfnTKaT/6gdwiXToCHt5BVEt+undiiX5NCR3/jktzn8bdoO9aTguLryytbS6JgvXY5EMSL9KkZ696RXZCdaRjbF28u7Qs8l7d+EEKLm0Go1tG8YoHYYQghRpoePdOTTyCdRpP+0qG28giG8jdpRiFpGEkCizmkS2IQQc4jaYQhR7dR3+jJibSrU4MJQXfx+NLXknS01sR3R7a9XO4xLtu/gj6zePpt/vP+AUEkEVXe+mTqaHvXnmqMx3Ga5mlv9rqVHw440bRCD0Wi8pLGjo6MrKEohhBBVoWMjaQMnhKi+Hj8ay5rISSi15QJQCICYbqCRxKaoWPJXUtRJV9a/Uu0QhKh25v4Wg5KSpnYYl0RbVIhfgEHtMCpMakJrotvfqHYYFWLPvm9YvWsOx/z3owmuPT+j2kyjaAhI09PiSCC9jjXljtzu3BzYg25RV9CofhR6ffkTenq9XiqAhBCihunSRCbNCSGqt0lHL+fjiKclCSRqj5geakcgaiH5CynqpE7h0gZOiDM9mnw5Pj/vUTuMCuFnrl296lMTmhHdfmjtmAWkKOz8cwOrf59DXOBhNIGSCKpJtC4NwckGWh8Oot+JFtxp68FNIdfQOepyIus1QKs9+8fKhg0bXlDCSAghhPo6xgRhNsgtAyFE9TblWDverz8FRaNTOxQhLl3jmr2msaie5NOcqJNkHSAh/tWuqB7dPjmodhgVxofKW8ReLakJjYluNwxNLZnZpigutv2xnjV/zeNkSDwaP0kM1EQ6h4awk0baHQ7l+vjWjHb0ZHC9bnSMakd4SD2PfWNiYtQJUgghxEUz6XVc2ShY7TCEEOK8ph+/jOX1p6Jo5bpC1GA+9aBea7WjELWQ/GUUdVLJOkAZtgy1QxFCVXpFy9SvfVHyTqkdSoXxyk8FfNUOo8KlJkTRsO0ITu7/BJfTqXY4FcLpdPDLro/R6410v2Ik9fOjUPJqVwVXXaIv0lA/3kx9zMRSjyIvF2n1CkkyWmjWuKna4QkhhLgIXZuF8MuRdLXDEEKI83r+eCucMc8yPnU2Gpdd7XCEuHAx3dWOQNRStWMqsRAXQdYBEgKeP9oB7d+H1A6jQpkz49QOodKkJUbQoPVt6GpZKy2Ho4gfd6xk/aFXyAhPQ+Ml7RtqA2OBlsg4LzrFRRIZGal2OEIIIS5C92ahaocghBDlNudEC14Pm4aiM6odihAXTtq/iUoiCSBRZ10ZLgkgUbddl9eUpp/+rnYYFc6YWHva2ZUl/WQ96rcYhc5Q+y5qiory+W7bcr44sQRLhAWNSRJBtYGpcQAavXzkFEKImqhtgwACvGTNPiFEzTE/rhmvhUxH0ZnUDkWICxPTQ+0IRC0lV+OizpJ1gERdFuTy4p5Pc8BR+9pt6eMPotVp1A6jIOg2+QAAo9RJREFUUmUkhVKv2e0YTGa1Q6kU+fnZfP3rW3yZ+BY5DXLRyALUNZqpWZDaIQghhLhIWq2GLk1C1A5DCCEuyCvxTVgYMh1FXzuvl0Qt5BcBoc3UjkLUUnJHRdRZTQObEmKWixlRN837vQVKQu1Z9+dMGqcDv4Da1SKtLFnJQYTG3I7Ry1vtUCpNTm4Gm7a+zlep75LXoAD0tTuxV1uZmweqHYIQQohL0K2ZXDMJIWqexfGNeSloBoreS+1QhDi/GGn/JiqPJIBEndY9UhZYE3XP2Iy2BH27W+0wKpWfqW4s+pmVGkBQ1O2YfHzVDqVSWSzJbNz6Gt9lfogtsghqeYVXbaL1M2Ko76N2GEIIIS5BV1kHSAhRQ72R0IjZgTNRDLV30pyoJZr1VTsCUYtJAkjUab2ieqkdghBVqqkjmOs/Oa52GJXOR8lWO4QqY03zIyBiFF5+AWqHUukyMhL4/JdX+ClnDUUNnPIppgYwNwtUOwQhhBCXqGmYLw0CpI2SEKJmeicxipl+z6EYZVKSqKY0OmjeT+0oRC0mt05EndalQReM2tq3kLoQZdEoMOuHMBSLVe1QKp1XforaIVSp7AxffEJH4RMYrHYoVSI55Sifbp3PL7YvsDdQQAqCqi1zC1n/RwghaoNrW9ZTOwQhhLho752K5Fmf51CMtbtzgqihojqDd924lhfqkASQqNO8Dd5cFXGV2mEIUSWeTYjFsGuf2mFUCXP6CbVDqHK5Fi/MgSPwDQlTO5Qqc/LkAdZvfYntjq9wRkgWqNrRaTC3kgsZIYSoDfq2lgSQEKJm+zCpAZN9ZqGY/NQORQhPLa9XOwJRy0kCSNR50gZO1AXdbFG0X/uX2mFUGUPiAbVDUEWe1QuDz3D8wyLUDqVKnYj/k7W/zuN37Y+46stHm+rC1CQArZde7TCEEEJUgG7NQvEy6NQOQwghLsnqpPo8aZ6FYqr97bNFDSIJIFHJ5C6JqPOubXgtGukfJGoxb5eBRzYoKIWFaodSZfQJh9AZ6uZbXEGOCa3pFgLrN1Q7lCp3+Oh21vw2l73G36CeJB7U5tVWFg0XQojawmzQ0a2Z/F0XQtR861LCedT8HC6ztCoW1UBwUwhtrnYUoparm3fHhDhDuE84rUNaqx2GEJVm7v62cOSE2mFUKY2i4Odfd9/ibHlGXNqhBEfGqB2KKvb/8z9Wb5/NAa/dECaJIFVowOuyELWjEEIIUYGkDZwQorb4PKUeEw3P4fKSz6tCZVL9I6pA3b07JsQZekb1VDsEISrF8OxWRGzcpXYYqvAz2dUOQVVFBQYcrv9n777ja7r/P4C/7srN3luWbBEhYsaKTaL2qFFUf1S19qhqEb61tahS2lKjYla1itYoWqu2ojaJRJaI7J3c3x++7tdtIoMkn9zk9Xw88njIOZ9zPq9zhdx73ufz+XSHpaO76CjC/P3PYWw/Ow93ja5BYq4QHadG0XE2hsxIR3QMIiIqR+3r2EDKiROIqJr45bElxshDUaDH0Y0kEAtAVAlYACIC1wGi6sku3wj9dsYCKpXoKEIYFCSLjiBcTpYcWdkhsHLxFh1FqAt/78O2i/MQbnILEjMWgiqDXl1+kCYiqm6sjJQIcOaUSURUffz62AIjpaEo0LcSHYVqIl1TwLGZ6BRUA7AARATA29wbdgY1a9F0qv4WnHKGKj5BdAxh9NJiRUeoEvJyZchI7wwbN1/RUcRSqfDX5T3YcXkBoszDITHm1HAVSc+X02kQEVVHnevaio5ARFSujjwxxwiEIt/ARnQUqmk8OgIyfi6liscCENF/tXFoIzoCUbmZGFsf+icui44hlO7jB6IjVBn5eTKkJneAnUcD0VGEKyjIx8kL27Hz2hLEWkVBYsg33OVNYW8AuZmu6BhERFQBWAAiouroWKIZhqlCkW/IB4OpEnmHiE5ANQQLQET/1daJ08BR9eCXY4PAHTdFxxBO8fAf0RGqlIJ8KZKetIW9V2PRUaqE/PwcHD+7Bbtvfo4EmzhI9GWiI1UbnP6NiKj6cjTXh4+dsegYRETl7kSiCYbkz0KeUS3RUagm0DECPLuITkE1BAtARP/V1LYpzHXNRccgei1ylRQzftWHKj1ddBTh5DH3oVDy19yLVCoJEh+3hEOd5qKjVBk5uZk4cmYD9tz/Eom2iZDoshD0ujj9GxFR9datPp+QJ6Lq6fRTE7yZMwt5xo6io1B15x0CKPREp6AagnfGiP5LJpUhuHaw6BhEr+XTew0gvX5HdIwqw8iYv+YKUUnwOLYZHOu2Fp2kSsnKTMGh099g78OvkGyXAokOf3ZehdxKDwobA9ExiIioAvVoUAsSiegUREQV43yyEfpnz0SusbPoKFSd1esrOgHVILy7QfSCbq7dREcgemVd0t3g+uNF0TGqFCNFtugIVZIEEjyObgRH33aio1Q56elP8eupr3AgZh3S7DMABd8qlQWnfyMiqv5qmeqhsTNnTiCi6utisiH6ZH2MXBNX0VGoOtK3BFy5DAVVHt7VIHpBXcu6qG1SW3QMojIzK9DDO7tTgbw80VGqFP38ZNERqrTHjxrAqV5n0TGqpOSUeOw7uRKHEjYh0z4bkPFR59Lg9G9ERDVDT3+ukUFE1dvfKYbomfERckzdREeh6qZuT0AmF52CahAWgIj+haOASBstuugJVVS06BhVjl5qjOgIVV58VF04+YWIjlFlJSY+ws8nl+NoynZk18oDpCwEvYzcWh86DkaiYxARUSUIqWcHHRlvJxBR9XY91QDd0z5Ctpmn6ChUnfhy+jeqXHzHRvQvIa4hkIA3+Eh7vJPoC9NDF0THqJKU8fdFR9AK8ZFecPLrKTpGlRYf/wB7TnyGE5k/Ite+APw1UZhBgLXoCEREVElM9BUI8rISHYOIqMLdTNNHt5QPkW3uJToKVQcmjoBTM9EpqIZhAYjoX2oZ1oK/tb/oGESl4pFrgS7bH4iOUWXpRFwTHUFrxEe6wsmvL7iqc/EeRd/C7pNLcCb3APLtRKepQqSAvj8LQERENQmngSOimuJOuh66Jn2ILAsf0VFI2/n25mduqnQsABEVoZsbp4Gjqk+iAkKPWkCVxHVuXkb2OAo6ujLRMbRGfKQTHH37QyLl24OSRET+jV2nFuE8jqDAjq+X0t0MMmOl6BhERFSJ2texhpEu1zAgoprhfoYuOiVOQaaFr+gopM3q9ROdgGog3rEgKkJnl87QkeqIjkFUrJkP/aG48I/oGFWesTGfrimLx1G1UMvnTUi5KGWp3HtwHjtPLcAV+QmobGpusdGgIUf/EBHVNEq5DF19bUXHICKqNA8zddHxyWRkWPqJjkLayKoOYFtPdAqqgVgAIiqCsY4xWjm0Eh2D6KVaZDmi3q4romNoBUN5lugIWifhkS3svQdCplCIjqI1bt45iR1n5uMf3XOAVc0qnkmUMujVtRAdg4iIBOA0cERU00RlKdE+YRLSrLh0AJVRwDDRCaiGYgGI6CXecH1DdASiIukXKDD+5wKocnJER9EK+rlPRUfQSgnRVrBxHwS5Dqf1KourN37H9rPzcNvgCiQWNaOApt/AChJFzR39RERUkzV3tYCzhb7oGERElSomSwft4icg1bqR6CikLeS6QP03RaegGooFIKKXaO3QGqZKU9ExiApZeN0XuBchOobW0EuNFh1BayXGWsDKdTAUunqio2idS9d+xbYL8/DA+AYkZtW7EGTQmNP/EBHVVBKJBAObOImOQURU6eKzFWgXOxYpNk1ERyFt4NMT0DMTnYJqKBaAiF5CIVOgl0cv0TGINAxI9obtvvOiY2gVZdw90RG02tM4U5g7DYbSwFB0FO2jUuHslZ+x/dJ8RJrdg8Sk+hWCFHYG0HEwqpS+tmzZgiZNmsDExATGxsaoU6cO/u///g/x8fHqNsuXL8f+/fsrJY+2SEpKwrhx42Bvbw9dXV24ubnhs88+U+/fsGEDJBJJkV9dunQp9tyhoaFFHrdmzRp1m5iYGEybNg0NGjSAkZERHBwcMGjQIEREvPxBhoKCAgQEBEAikWDXrl2lus6rV6/CyMgIjx8/Vm8bMmQIPDw8YGBgADMzM7Ru3RoHDx4s1fkAYN++fQgMDFQf37ZtW0RFRan3//XXX/Dz84OJiQmGDBmC9PR0jeOPHz8OBwcHpKWlaWwPDw+HgYEBwsPDS52FqCrr38gROjLeWiCimudxjgJtoj9Ask0z0VGoqgsYLjoB1WB8l0ZUjAFeAyCV8J8JVQ12+UbouzMWUKlER9EqiohroiNoveTHxjCxHwQ9I2PRUbSSSlWAUxd3YefVhYi2jITEqPqsEWTQpHJG/yxevBhvvfUWWrVqhe3bt2P79u0YMWIEzp8/j+jo/43yYwFIU3p6OoKCgnDq1CksW7YMv/76Kz788EOoXvg9EhISgtOnT2t8bdq0CQDQtWvXEvvQ09MrdHzv3r3V+y9cuIDdu3ejf//++Omnn/D555/j6tWraNKkiUax5kVr167Fo0ePynStn3zyCYYPHw4rKyv1tpycHEyaNAk//fQTNm/eDAsLCwQHB+PPP/8s8Xzff/89evfujaCgIPzyyy/YuHEjGjVqhKysZ+vK5ebmYsCAAejQoQO2bNmC48ePY8GCBerj8/PzMW7cOCxatAiGhpoFdBcXF/Tt2xezZ88u0zUSVVXmBjro4svRoERUMz3NlaN19Bg8tW0hOgpVVVbegHNz0SmoBpOoVLyTSFScsUfG4ljUMdExiLDhz7rQP3FFdAytdCp4DbIy8kXH0HqG5hnISNiOjGSuq/Q6FApdtGw4ADbpDlCl54mO88okCinsPm4KqW7FF7QcHBzQqVMnrF+/vtC+goICSKXPHtZwcXFBt27d8OWXX5ZLv5mZmdDT094pEGfOnImwsDD8/fffMDAwKPVxoaGh+PTTTxEVFQVb25ff1A0NDcXSpUsLjXB5UVJSEgwNDSGX/+/nJCoqCk5OTliyZAkmT56s0T4hIQFeXl5YunQpRowYgZ07d6Jv377F5r1//z7c3d1x4cIF+Pu/fEHm/Px81K5dG126dMHXX3/90naJiYmoXbs2Fi5ciPfee6/INtevX0fz5s3x9OlTyGQyLFq0CD/88APOnj0LAFi1ahW2bt2KEydOFHn8H3/8gQ4dOuDRo0caRSsibfXX/ScY8PUZ0TGIiIQxkufhuOM3MI8p+UETqmG6LASaFf2ekqgycGgDUQne9OYibSTepNgGLP68BqPKmaGq2ktL1Iee2ZswNLcUHUWr5eZm4ehfG/Hj3eV4YpsAiZ5MdKRXolfPslKKPwDw9OlT2NnZFbnvxeJPREQEVq1apZ6KbMOGDQCATZs2oWXLljA3N4eZmRmCgoLUN+qfCw0NhaGhIc6ePYvmzZtDV1cXq1atAgCcOHEC/v7+0NXVhZ+fHw4dOoQGDRpg+PDh6uNPnz6N7t27w97eHgYGBmjQoAE2b96s0UdQUFCRU6YFBQWp2yQlJWHMmDGws7ODUqlEQEBAmaYte9G3336LESNGlKn4AwBbt25Fu3btii3+lJapqalG8Qd4VtCzsrLSGL313EcffYS2bduibdu2pe5j06ZNcHV1Lbb4AwAymQympqbIyckptt2OHTuQn5+Pd95556VtsrOzoaOjA5ns2b9ffX19ZGdnAwCePHmC0NBQrFy58qXHt2zZEhYWFggLCys2C5G2aOpqAQ9rThdLRDVXap4crSJHIcE+SHQUqkrkukB93lcksVgAIipBoH0gnI2dRcegGqxBji2ab/9HdAytZijLFB2h2khP1oOO4QAYW9qIjqL1srPScfj0OvwcvgrJdsmQKLXrbZlB06ILMhUhICAAa9aswbfffovY2Ngi2/z444+wtbVF37591VORhYSEAHi25srQoUOxc+dOhIWFwcnJCa1bt8bt27c1zpGTk4NBgwZhyJAhOHDgADp16oSYmBh06dIFRkZG2LFjB6ZOnYr33nuv0BRlERERaNGiBb799lvs3bsXffr0wTvvvIONGzeq26xevVpjqrRdu3ZBqVTCy8tL3X/Hjh3xyy+/YN68efj555/h4+ODkJAQXL16tUyvWXh4OGJjY2FpaYnu3btDqVTC3NwcI0eOLHbEzvnz53H79m0MGjSoVP1kZmbCysoKcrkcPj4++Oabb0o85vbt24iPj0edOnU0tp89exZhYWFYunRpqfp+7vDhwwgMDCxyn0qlQl5eHp48eYKlS5fizp07ePfdd4s935kzZ+Dt7Y2NGzfC2dkZcrkcDRo0wIEDB9RtvLy8kJubi++//x6xsbHYtGkTGjduDODZdHS9e/cutiAllUrRrFkzHDp0qEzXSlSVDWrqJDoCEZFQ6XkytIn4P8TbtxcdhaoKn56AnpnoFFTDVZ9J6IkqiEQiQX/P/lhyfonoKFQDyVVSTP9VD6qMDNFRtJp+biIAzk1fXjJSldAz6AsTmz1IjivbOh1UWEZGMn49tQZGRpZo5TcARo+NgdwC0bGKpeNoBKVz5a0JtXr1avTq1QsjR44EANSuXRtvvPEGJk6cCBcXFwCAv78/lEolbGxs0KyZ5kK8s2bNUv+5oKAAHTt2xNmzZ7FhwwbMnz9fvS83Nxfz5s3DgAED1NumTZsGuVyOffv2wei/wwlr166NVq1aafTx5pv/e7JPpVKhdevWiIqKwtq1azFs2DAAgI+Pj7pNVlYWxo4dC29vbyxbtgwAsGXLFly+fBlXrlxRt+3cuTPu3LmD//znP9ixY0epX7PnhbIpU6agd+/e2L9/P+7cuYPp06cjLS0NW7duLfK4sLAw6Orqaqzj8zLu7u5YtGgR/P39kZWVhbCwMIwaNQrJycmYMmVKkceoVCqMGzcO9vb2GDhwoHp7QUEB3n//fUyePBkuLi4IDw8v1XWqVCqcP38ePXv2LHL/unXr1D83hoaG2L59O5o3L34O9tjYWNy6dQszZ87E4sWLYWdnh1WrVqF79+64fPky6tatCwMDA6xcuRLvvPMOcnJy4O3tjdDQUFy5cgW7du3CjRs3Ssxev3599SgzouqgT4ADFv96C5m5nHaXiGqu9Hwp2kQMx1EXKWwf8UGPGi9guOgERBwBRFQaPT16Qk+uvWsAkPaad7cBpNfviI6h9fSSWaQob5npSkDeG2b2HCFZXlJTE7D/5Cr8Fr8BGfZZgFwiOtJLGbaqVan9+fr64vr169i3bx/Gjx8PExMTfPHFF/Dz88Ply5dLPP7GjRvo1asXbGxsIJPJoFAocOvWrUIjgACoRw09d+7cObRt21Zd/AGgnk7uRU+fPsW4cePg7OwMhUIBhUKBr7/+usg+AOD//u//8ODBA+zZswf6+voAgIMHD6JevXrw9PREXl6e+qtjx444d+5cidf5ooKCZ0VET09PbNy4Ee3bt8fo0aOxdOlSbNu2Dffv3y/ymG3btiEkJATGxiUX+IYMGYIpU6agffv2CAkJwZYtW9C3b198+umnyM3NLfKY0NBQHDlyBJs2bdKYmu756K7p06eX6TqfPn2K7Ozsl66j07NnT5w7dw4HDhxA//790b9/f42RPEUpKChAWloavv76awwdOhQdO3bEzp074eDggEWLFqnbDR06FAkJCbh9+zauXbsGBwcHjB07FrNmzYKlpSXmzZsHR0fHQsc9Z2lpiYSEhJe+VkTaxlhXgTfqV97oUCKiqiozX4Y2D4YhulYX0VFIJKs6gHPxDx69jgMHDiA4OBhWVlZQKBSwsbFBSEgItm7dqv4sUFGWL18OieT1P6/m5+dj8eLFaN26NSwtLWFubo62bdvizz+5llZ5YgGIqBSMdYwRXDtYdAyqYbqmu6H2jxdEx6gWlLF3RUeolrIzFMhX9YCFg6voKNVKUlIM9p5cgSNPw5BVKxeQVq1CkMxMCT3fyl8HSkdHB8HBwVi+fDkuXbqEX3/9FRkZGZg7d26xx6WmpqJTp06IiIjA559/jj///BPnzp1D/fr1kZWVpdFWX18fhoaaa1jExMQUWVywtrbW+H748OHYunUrpkyZgoMHD+LcuXMYMWJEoT4AYPHixdi2bRu2b9+uHsEEAAkJCbh06ZK6gPT869NPP0VkZGRJL5EGM7NnU038ey2d9u2fTUly/fr1QsccPXoUMTExGDx4cJn6elH//v2RnJyMu3cL/7/7zTffYO7cuVi7dq06BwCkpaVhxowZ+OSTT5CTk4OkpCSkpKQAADIyMtR/Lsrz11epVBa539LSEo0aNUKXLl2wbt06dO3aFVOnTi32Gp6/du3atVNvUygUaN26daHXzcjICB4eHpDJZNi6dSuePn2KMWPGYP/+/Vi6dCkOHTqEw4cPY/78+fjtt980jn2euaifESJtNaQZHwwhIgKA7AIp2jx4C1EOISU3puqp2egKO/WMGTMQHBwMXV1dfPnllzhy5Ai+/PJLmJqaYsiQIVozzXBmZiYWLFiAgIAAbNy4EWFhYTAzM0Pbtm3x+++/i45XbXAKOKJSGug9ED/c+UF0DKohzAr0MGJ3KlT5nEKjPCgeXAPMB5TckMosJ0sOlU43WDn/iscRRY90oFeTkPAQP534HHa2Hmjm1gM6MTJAJToVYBhYC5IqUJTq3Lkz6tevX+JUW6dPn0ZUVBR++eUX1K9fX709OTkZDg4OGm2LeorNzs4Ojx8/LrQ9Pj5e/eesrCz88ssv+PzzzzF27Fj19qKevDtw4AA++ugjLF26VKMIAgDm5ubw8/PDunXrir2m0nBzc3tpUeR55n8LCwuDqakpgoPL/6GXH3/8Ee+99x7mzp2LESNGaOxLSEjAkydPMHr0aIwerflBediwYbCxsXnp2k/PR2IlJSWVKkdAQECJI4Dq1q370n0vK9akp6dj2rRp2LRpE2QyGQ4fPoz27dvD29sbANCxY0ccOnQInTt3Vh+TlJQEHR0djdFlRNrOz8EUTVzMcTY8UXQUIiLhcgskaHt/EA67yuAc9bPoOFSZ9C0BvzdLbvcK9u3bhwULFmD27NkIDQ3V2NevXz+MHz8eCoXipcfn5+ejoKCg2DaVRU9PD/fv31c/gAU8e9/s6+uLZcuWaTyQRa+OI4CISsnL3AsNrRuKjkE1xKILnlBFRYuOUW1IUxOhZ8hnHipKbo4cGZldYe3qU3JjKrOY2Dv48eRSnMr+BXn2AATWXiS6Mhg0san0fuPi4gpty8zMRGRkJGxt/7e+l46OTqEb9JmZmep9z506darUa8w0btwYv//+O1JTU9Xb/vzzTyQm/u/mZnZ2NgoKCjT6SE1Nxc8/a37Qv3XrFgYOHIjBgwdj4sSJhfrq0KED7t+/D3t7ezRq1KjQV1no6OigU6dOOHLkiMb2508DNmyo+Z4mOzsbu3fvRu/evYstHJVk27ZtMDU1hbu7u3rbsWPHMHDgQIwcORIzZ84sdIytrS2OHj2q8fV8jaLQ0FDs3r37pf3p6urCyckJDx48KFW+EydOwNW1+FGL3bp1AwAcPnxYvS0nJwfHjx9HQEBAkcfMnz8fzZo10xhxlfHC+n3p6elQqTQruOHh4fD09CxVbiJtMqo1RwYTET2XWyBBu3v98cCxp+goVJkajQAUuhVy6s8//xx2dnb45JNPitzfpEkT+Pv7q78PCgpCt27dsHHjRnh5eUGpVOLKlSuIiYnBiBEj4OrqCj09PXh4eGDGjBnIzs7WOF9KSgqGDh0KIyMjWFlZYdq0acjLyyvUb1JSEsaMGQM7OzsolUoEBATg4MGDxV6LTCbTKP483+bn54foaN4TKy+8G0ZUBm96v4mL8RdFx6BqbuSTejA9zKnfypuxoQqZaaJTVF/5uTKkpXaCrbsCsXeviI5TLUU+uo7IR9dR28UfAfZdIIup2Hmdi2LQxBZSZeW/faxXrx7eeOMNdO7cGXZ2dnj06BG+/PJLJCQkYPz48ep2derUwe+//45Dhw7BzMwMtWvXRrNmzWBoaIj3338f06dPx6NHjzB79mzUqlW6dYwmTpyI1atXIyQkBFOnTkVSUhLmzJkDS0tLSKXPnqUyMTFB48aNsXDhQlhZWUEul2PhwoUwMTHRGCnUvXt36OnpYcSIEThz5ox6u7GxMXx8fDB06FCsXbsWQUFBmDJlCjw9PZGUlIRLly4hJycHCxYsKNPrNnv2bAQGBmLw4MEYNmwY7ty5g48++giDBw+Gm5ubRtv9+/cjKSkJgwYNKvJcx44dQ9u2bfHdd99h+PDhAJ6Nphk2bBi8vb2RmZmJLVu2YPfu3Vi+fLn6icIbN26gZ8+e8PDwwFtvvaVx3VZWVnBzc4Ouri6CgoI0+nteoKtbty4CAwOLvc4WLVrgwgXN35v79u3Dpk2b0K1bNzg6OiIxMRFhYWH47bff1MUlAIiIiICbmxtmzZqFWbNmAXhWHOvTpw9GjRqFxMRE2NnZYdWqVYiLiyty+rj79+/jq6++0liPql27dvjyyy+xfv16qFQqHD58WGN0GACcP38erVq1KvbaiLRR+zrWcLc2xN14vvEiIgKAfJUU7e72wyF3GdwjObNMtSdTAk1GVsip8/LycPLkSfTt2xdyeek/l50/fx7h4eGYO3cuzMzM4OjoiPj4eJibm+Pzzz+HmZkZbt++jdDQUMTExOC7775THztixAj89ttvWLhwIWrXro3Vq1cjLCxM4/w5OTno2LEj4uLiMG/ePNSqVQvff/89QkJCcPHiRdSrV69M13jmzBm+Ty5HLAARlUFH546wN7BHdDqr0FQxPHIt0Gn7vaowy1O1YyjNQBxe/al2KllBnhTJT9vC3lOO6NssYlaUB+GX8CD8Ejzdm6GBZTtI4ippqkipBIaBpSualLfQ0FDs3bsXkyZNwuPHj2FpaQk/Pz8cOXJEY8TF/Pnz8d5776FPnz5ITU1VFyt27tyJKVOmoEePHvD09MTatWuxaNGiUvVtZ2eHAwcOYNy4cejbty/c3NywYsUKfPDBBzAxMVG3CwsLw7vvvothw4bBwsIC48aNQ1paGpYuXapuc/v2s2kS/70uT5s2bXDs2DEolUr8/vvvCA0Nxbx58xATEwNLS0v4+/tjzJgxZX7dAgICsH//fkyfPh3du3eHmZkZRo0ahXnz5hVqGxYWBjs7u0LZnktPTwcAjRFX7u7uWLZsGWJjYyGRSFCvXj18//33GmsI/fXXX0hOTkZycjJatGihcc5hw4Zhw4YNZb6uf+vbty8GDx6M1NRU9XRqbm5uyM7OxvTp05GQkKD+mTl27BjatGmjPlalUqmnwXjRxo0b8dFHH2H69OlISUlBQEAADh8+XOSH14kTJ2L8+PFwcnJSb+vWrRs+/vhjzJgxAwAwa9Ysjan14uPjceHChTIX9Yi0gUQiwchWtfHhD1dFRyEiqjJUKgk63u2NX93l8IrcLjoOVaR6/QBD65LbvYInT54gOzsbjo6OGtufv6d9TiqVqh9WA4DExEScO3dO4zgbGxuNzyotWrSAgYEBhg0bhlWrVkFfXx///PMPdu/ejW+//VY9jXPnzp3h4eGh0f+WLVtw+fJlXLlyBT4+Pup2d+7cwX/+8x/s2LGj1Ne4ePFiPHr0qMgZE+jVSFT/nouAiIq17eY2zPur8I0TotclUQHfH/KE4sI/oqNUS4/7fIyrT+xFx6gZJCpYWJ/Co5t/iU5SI9T1agNf05ZAfOFh+OVJr74VLAZ6V2gf2uLOnTvw9vbG+vXrMWzYMNFxKsXMmTPx448/4urVq0WulSRSbm4unJycsGjRIgwdOlR0nFJZtWoVli1bhjt37lS515OoPGTn5aPloqN4nJpdcmMiohpmv8de+ERuLbkhaSEJMOYMYF0xn5vi4uJga2uLjz76CPPnz1dv37VrF/r166f+/v3338eXX34J4NkUcGlpaTh//rzGuVQqFVasWIGvv/4aDx480JhK++rVq/D19cXGjRsxfPhwJCYmakzVNmnSJCxbtkw9xfHAgQNx69YtnD17VqOPOXPm4Pvvvy/1dM2HDh1CcHAwZs6cqR6dT6+PawARlVEvj16w1LMUHYOqoVkPG7L4U4F0k6NER6g5VBI8iQuEg09L0UlqhOu3jmP7X/NwU/8SJJYVt5CnUSsxo3+qgo8++ghbt27F8ePH8d133yE4OBh2dnbo06eP6GiV5uTJk5gxY0aVLFYoFApMnz4dK1asEB2lVAoKCrBixQrMmjWrSr6eROVBKZdheKCL6BhERFVS8J03cNVpiOgYVBE8O1dY8QcALCwsoFQqERWleX+jffv2OHfuHM6dOwc7O7tCx9nYFF7Hdfny5Zg8eTJ69OiBn376CWfPnsWqVasAQF0MiomJgUKhKLROz7/Pl5CQgEuXLkGhUGh8ffrpp4iMjCzVtV28eBF9+vTBoEGDWPwpZ5wCjqiMlDIlhvkMw2cXPhMdhaqRllmO8N11mVO/VSCdmDuAVRPRMWoQCR7HNIajrwKR146KDlMjXLl+EFdwEI38usFd0QCqxNxyO7dObRPoOBiV2/m0TU5ODj788EPExcVBT08PQUFBWLJkCQwNDUVHqzS///676AjFGj16NFJSUtTTvVVl0dHRGD58OIYM4Y0fqt6GNHPG6qN3kZ5TSVOVEhFpkTduB+NHTxn8H24UHYXKU4vxJbd5DXK5HC1atMCRI0eQn58PmUwGADAzM0OjRo0AADo6OoWOK+qho507d6J79+4aUxL/84/mQ8l2dnbIzc3F06dPNYpAcXFxGu3Mzc3h5+eHdevWvdJ13b17F127dkVgYCC+/fbbVzoHvRxHABG9gv5e/WGiNCm5IVEp6BcoMO7nAqhyckRHqdYU4dcAPmhdqSSQ4PEjfzjV6yg6So1y/u9fsP3ifESY3oHEtHxGBNXk0T8A8Nlnn+Hhw4fIzs5GUlIS9uzZU2jeaxJLqVRi5syZVb74AwAODg6YMWOGxrzsRNWRiZ4CbzZxKrkhEVEN1et2Z5xzHCE6BpUXhyaAc2CFdzNp0iRER0drTAH3KjIzMwsVi7Zs2aLxfePGjQEAP/74o3pbfn4+9uzZo9GuQ4cOuH//Puzt7dGoUaNCX8WJiYlBp06d4OTkhF27dkGhqLhZLWoqjgAiegX6Cn0MrjMYqy+vFh2FqoFF132Be+dEx6j2pOkpMDCSIz2lYtdJocLio+rByU+Bh3/vFx2lxlCpCnDm0m6ck/2M5v594ZDrBtUr/uzLLfWgW8e8nBMSEVFNMKJlbWw8FY68Ao5zJyIqSr87HbDNQ4Zmkd+IjkKvq+WESukmJCQE06dPx6xZs3D58mUMGDAAdnZ2SE5Oxp9//onY2FgYGZU8e0PHjh2xYsUKfPnll/D09MT333+Pu3fvarTx8fFBr169MGHCBGRlZcHFxQWrV69Gzr8eYB46dCjWrl2LoKAgTJkyBZ6enkhKSsKlS5eQk5OjMcroRZmZmejatSsSEhKwYsUKXLt2Tb1PqVTC39//FV4h+jeJ6vlqTURUJsnZyej8Q2ek56aLjkJabECyN/p8dR3gf8WV4p83v0JsbIHoGDWWteNdPPz7Z9ExaiS5XActGg6AXaYTVGllKwSZ9fWEQaPCc0YTERGVxqQdl7H74iPRMYiIqrTvPY6jZeRa0THoVdnVB979o1K73LdvH1atWoWzZ88iOTkZ5ubmCAgIwJAhQ/Dmm2+qR5sHBQXB0NAQv/zyi8bxaWlpGDt2LH766ScAQN++fdG9e3e88cYbOHfunHrkTlJSEj744APs2bMHurq6GDZsGOzs7DB16lS8WFZISUlBaGgofvjhB8TExMDS0hL+/v4YM2YMQkJCiryG8PBw1K5du8h9zs7OCA8Pf92XicACENFrWXZhGdZfWy86BmmpWvnGWLFegoKEJ6Kj1BgPBy3F3Wg90TFqNGvHcDy8+iOLnoLo6OijVcM3YZViC1VmyWsyyC10YTO5ESRSzp9IRESvJuJJOtp/dpyjgIiISvCdx0m0jVwlOga9ioHbAK+uolMQFYkTTxO9hqE+Q6Er0xUdg7TU/JOOLP5UMr0svt6ixUe6wLFeP0gkfAsiQk5OBo6cWY89D77EU9unkOjKim1v1M6JxR8iInotzhYG6NPQQXQMIqIq7+07LXDYcazoGFRW9g1Z/KEqjXdfiF6DhZ4Fenn0Eh2DtNDkmAbQO3lFdIwaRzcpUnQEAvA40gEOvgMglRVffKCKk5WZgoOnv8a+yLVIsUuFRKfwW0K5pR70/a0FpCMioupmbHt36Mh4+4GIqCT/d6c5fnUYLzoGlUXQR6ITEBWL78CIXtMI3xGQS+WiY5AW8c+xQ7Md/4iOUSMpH90SHYH+63GUHey9B0Im5/+fIqWmPcGBU6txIHY90u0zAfn/RvsYt+foHyIiKh8OZvro14ijgIiISmP03abY6zAZKvC9eJXn0Bjw7CQ6BVGxWAAiek22Brbo5c5RQFQ6OioZPjyghCojQ3SUGkkRfg0SvoeuMhKirWHrORhyHR3RUWq85OQ4/HLyCxx+8j0y7XMgt9WHXn0r0bGIiKga+aCdO3TkvAVBRFQaY+8G4MdaU1gEquo4+oe0AN99EZWD9+q/Bz05F5ankn16pz6k/9wVHaPGkmRnwsBYIToGveBJjAWs3QZDocv11KqCJ4lR+PnkMqQ2y+LoHyIiKld2JnoY1MRJdAwiIq0x6Z4/dtaaBhXXT62aHJsB7u1FpyAqEf8HISoHVvpWGOozVHQMquKC093gsueC6Bg1npF+nugI9C+JsWawcB4MHT190VEIgI2rO9ybBoqOQURE1dCYtm7QVfA2BBFRaU27Vx9b7T5kEagqaitm9M/du3cxevRoNGjQAHK5HL6+viUes2fPHkgkkiLb3rhxA8HBwTAwMICZmRneeustJCQklHjOtWvXolOnTrC1tYWxsTGaNWuGn376qVC7IUOGwMPDQ33+1q1b4+DBg0We88yZM+jQoQOMjIzU57x8+XKJWbKysuDo6Ih9+/apt0kkkpd+xcTEFHu+0rwmt2/fRosWLWBsbIyQkBDEx8dr7L9z5w7Mzc0RFRWlsT01NRXm5uY4efJkiddVXvi/B1E5edv3bZjrmouOQVWURYE+3v4hBcjPFx2lxjNEmugIVISkeBOYOQyBrqGR6Cg1Xss3h0LCuRKJiKgCWBvp4q1mzqJjEBFplRn362Gz7QyoJDLRUeg55xaAa5CQrq9fv459+/bB3d0dPj4+JbbPzMzExIkTYWNjU2hfSkoK2rVrh8ePHyMsLAyrV6/Gn3/+iZCQEBQUFBR73nnz5sHZ2RlfffUVfvjhB/j5+aFnz57YuHGjRrucnBxMmjQJP/30EzZv3gwLCwsEBwfjzz//1Gj3+++/IygoCJ6enti9eze2bduGLl26IKMUSyh89dVXMDMzQ0hIiHrb6dOnC315eHigQYMGsLOze+m5SvuaDB8+HC4uLti5cyciIyMxadIkjfNMmDABkydPhoOD5hqIRkZGGDt2LGbMmFHidZUXiUqlUlVab0TV3NabWzH/r/miY1AV9M25+jA5zNE/VUFCz6n4O8lFdAx6CSPzdKQ93o7MlCTRUWokJ18/9JvJ32NERFRxnqRlo/Xio0jP4YNRRERlMbP2TYyImw9JAWe1EG7Eb4BTMyFdFxQUQCp9NqZj+PDhOH/+PK5du/bS9rNmzcLx48dRu3btQm0XLlyIuXPn4sGDB+oC0fnz59G4cWPs3r0bvXq9fM3zhIQEWFpaamzr1KkTYmJicPXq1Zcel5+fj9q1a6NLly74+uuvAQB5eXnw8PBA//79sWjRopJfhBeoVCq4urpi3LhxmDhx4kvbhYeHo3bt2li8eDGmTp360naleU3S0tJgZGSE+Ph4WFlZYfv27Rg7dqx6FNC+ffswbtw4/PPPP1AqlYX6iIiIgIuLCy5fvoz69euX6XpfBUcAEZWjvp594WTEea1J06gEXxZ/qhDdpw9FR6BipCYawMByIAzMLERHqZFaDhwmOgIREVVzFoZKjG7jJjoGEZHW+c8Db3xj/QlUUq5rK5RPD2HFHwDq4k9p3Lt3D5999hm++OKLIvdfunQJ9evX1xgd1KhRI1hYWGDv3r3FnvvfxR8A8Pf3R3R0dLHHyWQymJqaIicnR73t8OHDCA8Px7hx44o9tijHjx9HeHg4+vbtW2y7sLAwSCQSDBw4sNh2pXlNnmfX03u2Hry+vj6ys7PV+yZOnIjPP/+8yOIPADg7O6NJkybYsGFDqa7xdbEARFSOFFIFxjUs+39WVH155Fmg4477omPQC5RRt0RHoBKkPdWDrskAGFlYi45So7g3bg47dy/RMYiIqAYY2doV9ia6omMQEWmd+eGeWGU1EyqZjugoNZNMCXScKzpFqY0fPx5Dhw596SiTrKysIosUSqUSN27cKHN/J06cQJ06dQptV6lUyMvLw5MnT7B06VLcuXMH7777rnr/mTNnYGFhgfPnz8PLywtyuRyenp7YtGlTiX0ePnwYjo6OcHR0LLbd1q1b0bp160JTsv1baV4Tc3NzuLq6YuXKlUhMTMTXX3+Nxo0bAwCWLVsGV1dX9OjRo9h+AgMDcejQoWLblBcWgIjKWWeXzvCz9BMdg6oAiQoI/d0CquQU0VHoBbKIfyCVcn2Tqi49WRdyg34wsbYXHaVGkEilaDlwqOgYRERUQ+gqZPiwq7foGEREWmlphDu+sJgFlazo0QVUgZq+C5i5iE5RKnv37sWpU6fwn//856VtPDw8cPXqVWRmZqq3PXz4EDExMUhMTCxTf2FhYTh16hSmTJlSaN+6deugUChgaWmJOXPmYPv27WjevLl6f2xsLNLT0/H2229j7NixOHjwIFq3bo1hw4bht99+K7bfc+fOwc+v+Puwf//9N65du4ZBgwaVeB2lfU2++uorLFy4EBYWFrh48SI+//xzxMTEYPHixVi+fHmJ/dSvXx///PMPUlNTS2z7ulgAIqoAEwNePuck1RyzHjaE4sI/omPQv0jzcmBoIhcdg0ohM1UJ6PSBqW3xT/LQ66vbpj0savF1JiKiytO9vj0aOJqKjkFEpJWWPXTF5xazoJJzNGWl0bcEWhcublRFWVlZmDBhAubMmVPkVG3PjRw5EikpKXj33XcRHR2Nu3fvYvjw4ZBKpZBISv/g7N9//43Ro0fj7bffRs+ePQvt79mzJ86dO4cDBw6gf//+6N+/Pw4cOKDeX1BQgKysLISGhuKDDz5Au3bt8O2336JFixaYN29esX3HxMTAysqq2DZbtmyBQqEocZo4oPSvSadOnRAbG4ubN28iPDwcfn5+mDZtGoYPHw5vb2+sX78ebm5usLGxweTJk5Gfr7n2oaWlJVQqFeLi4krM9LpYACKqAI1sGyHIIUh0DBKoVZYTfHddFh2DXsJIl4tmaovsdAUKJL1gXqu26CjVlo6ePloMeEt0DCIiqmEkEglmdvMRHYOISGutfFgbi81mQyXXEx2lZgiaDuiaiE5RKsuXL4dUKsXAgQORlJSEpKQk5OTkoKCgQP1nAPDy8sK6deuwd+9e1KpVCx4eHjAzM0NwcDDs7OxK1VdERAS6du2KJk2aYO3atUW2sbS0RKNGjdClSxesW7cOXbt2xdSpU9X7zczMAADt2rXTOK59+/a4fv16sf2/bMq251QqFbZt24auXbvC3Ny8xOspy2uip6cHLy8vKBQKnDp1CocPH8bs2bNx9epVvPfee9i0aRMuXbqE3bt349tvv9U49nnmF0caVRQWgIgqyISACZBJZKJjkACGKh2M/SkfqhcWtKOqxQCclk+b5GTJkZvfHZZOHqKjVEstBrwFQ7OS3wgTERGVtwBnM7xRn9O9EhG9qq8inTHPNBQqhb7oKNWblTfQaIToFKV28+ZN3L17F1ZWVjAzM4OZmRm2bt2KGzduwMzMDOvXr1e3HTp0KOLi4nD16lVERUXhhx9+wL1799CsWbMS+0lISEDnzp1hbW2N3bt3Q6FQlCpfQEAA7t69q/6+bt26L22blZVV7LnMzc2RlJT00v0nTpzAw4cPSzX923NlfU0KCgowbtw4zJ8/H8bGxjh69Cjq1auHFi1awN7eHn369Cm03s/zzBYWFqXO9apYACKqIG6mbujj0Ud0DBJgwdW6wP0I0TGoGPoZ8aIjUBnlZsuQlRUM69qFF5SkV2dd2w0NOgeLjkFERDXY9K7eUMp5a4KI6FV9G+WIOUahUOkYiI5SfXX6FJBqz0Pe06dPx9GjRzW+OnfuDBcXFxw9ehTdu3fXaK+jowNfX1/UqlULv//+O27fvo3hw4cX20daWhq6du2KnJwc7N+/H8bGxqXOd+LECbi6uqq/79y5MxQKBQ4fPqzR7tChQwgICCj2XF5eXnjw4MFL94eFhcHQ0LDQNZekLK/JunXrIJPJNPZnZGSo/5yeng6VSqVxTHh4OExMTGBra1umXK+CiyAQVaBxDcfhYMRBJGUniY5CleTNZG/Y7D8vOgaVQPkkApC7iY5BZZSXK0N6WifYuMkRd++q6DhaTyKRosP/jYFUiz7IEBFR9VPLVA//16o2Vh29JzoKEZHW2hDtgFy7OfgUoZDkpImOU724tQc8OopOoZaRkYH9+/cDeDb9WkpKCnbt2gUAaNOmDaysrODt7Q1vb2+N4zZs2ICoqCgEBQWpt6WnpyM0NBStW7eGrq4uzpw5gwULFiA0NBReXl7qdseOHUPbtm3x3XffqYscvXv3xuXLl7F+/XpEREQgIuJ/D0I/Hymzb98+bNq0Cd26dYOjoyMSExMRFhaG3377DVu3blW3t7Gxwbhx4/DJJ59AIpGgTp062Lp1K86cOYNff/212NejRYsW2LFjB3JzcwuNQMrLy8OuXbvQs2dP6OkVPVWiXC7HsGHDsG7dujK9Js8lJSXhk08+wd69e9VrBAUFBWHChAlYsmQJXFxcsHXrVsyfP1/juPPnzyMwMBBSacU/BMMCEFEFMlGaYHzD8Zhzeo7oKFQJHPJM0HdHDAr+VdWnqkcn6ibg0q7khlTl5OfJkJLcHnaeCsTcvig6jlbz69AZdu6F38ASERFVtjFB7thxPgqPU7NFRyEi0lpbYuyRZzcXCyWzIclOFR2nepDKn43+qULi4+PRr18/jW3Pvz969KhGgackUqkUV69exXfffYe0tDR4e3tj9erVhUa6pKenA4DGaJXnU5oNHTq00Hmfj3Zxc3NDdnY2pk+fjoSEBFhaWsLPzw/Hjh1DmzZtNI5ZuHAhDA0NsWTJEjx+/Bh16tTBnj170KlTp2KvoUePHnj//fdx7NgxdOyoWaj77bffkJCQUOz0b/n5+cjPzy/za/Lc7NmzERwcjCZNmqi3+fn5Yc2aNfj000+Rnp6Ot956C6NGjVLvz83NxeHDh7FkyZJir628SFT/Hn9EROWqQFWAIfuH4GoCn1av7jb+URd6J6+IjkGloJLJcTzoCxTk81egtpJIVDC3PolHN8+KjqKV9E1M8fayNdA1MBQdhYiICADw46UoTNzO99JERK+rj00clmaFQpKdLDqK9gscW+UKQCLMnDkTP/74I65evaoe5VKV9OnTByYmJhprG1Vl+/btw6BBg/Do0SMYGlb8Z3JOtEtUwaQSKT5u+jGkEv5zq86mxDRg8UeLSPLzYGTCaa+0mUolwZO4FnDwCRQdRSu1Hvw2iz9ERFSl9PJ3QEt3S9ExiIi03g9xNpigOwcFumaio2g3EycgaIboFFXCyZMnMWPGjCpZ/AGeFai2b9+OuLg40VFK5bPPPsPkyZMrpfgDsABEVCnqWtZFX4++omNQBfHPsUPT7ddFx6AyMtLNEx2BXpsEj2OawrFum5KbkppDHV/UbdNedAwiIqJCPu3pC6WctymIiF7XT3HWGKeYgwI9C9FRtFfwEkBHX3SKKuH3338vdho10Ro0aIDly5cjMjJSdJQSpaWloU2bNpg4cWKl9ckp4IgqSXJ2Mnrs6YEnWU9ER6FypKOSYfNPjpDcuCs6CpXRozfn41asiegYVE6sHK4g8uoR0TGqPKlMjqGLv4CFg5PoKEREREX64sgdfH7otugYRETVQherJ1idNwfSzATRUbRLnTeAAd+LTkFULvhoDVElMVGaYGrjqaJjUDn79E59Fn+0lF56vOgIVI4eR9WHk18X0TGqvIBuPVn8ISKiKm10Gze4W3OaUiKi8vDrYwu8KwtFgb6V6CjaQ8cI6LpYdAqicsMCEFElCnENQXO75qJjUDkJSXOHy54LomPQK9J9Ei46ApWz+EgfOPl1Ex2jyjKytELzPm+KjkFERFQsHbkU83vVQxVdZoCISOscSjDHCIQi38BGdBTt0O4TwNhedAqicsMCEFElm9lsJpQypegY9JosCvQx/IckID9fdBR6RTqRN0RHoAoQH+kJJ7+e4F2jwtoNfxcKpa7oGERERCVqUtsc/QIcRMcgIqo2jiWaYZgqFPmGdqKjVG32/kCTUaJTEJUrFoCIKpmjsSNG+fGXibZbeN4dquhY0THoNciibkOu4K/B6ig+0hVO9fpAIuHf73OuAU3g3riZ6BhERESlNiO4DiwMdETHICKqNk4kmmBI/izkGdUSHaVqksiAbssBKT9HUvXCn2giAd72fRt1zOuIjkGv6N2EejA5clF0DHpNEpUKRiYy0TGogsRHOsHBtz8kfPMOuVKJdsPfFR2DiIioTEz1dfBJN35mIiIqT6efmuDNnFnIM3YUHaXqaTIKsG8gOgVRuSvTXZHQ0FBIJJIivxYuXFhRGYVJSUlBaGgomjRpAlNTU9jY2OCNN97A1atXiz2uZ8+ekEgkWLp0qcb2l71+a9asKVOuCRMmQCKR4IMPPtDYHhQU9NK/n23btqnbTZkyBXXr1oWRkRGMjY3RuHFjjf0lmTp1Kvr166f+/vHjxxg/fjyaNm0KpVIJQ8PCC3bm5+dj8eLFaN26NSwtLWFubo62bdvizz//LFWfN27cQHBwMAwMDGBmZoa33noLCQkJGm1u376NFi1awNjYGCEhIYiP11zg/c6dOzA3N0dUVJTG9tTUVJibm+PkyZOlfQlem0KqwPyW86Ej5RNt2sYjzwIdtt8THYPKiZFOtugIVIEeR9nDwWcgpDK56ChCNes1ACbWnO+biIi0Ty9/B7TzthYdg4ioWjmfbIT+2TORa+wsOkrVYe4GtJ8lOgVRhSjzY7F6eno4ffp0oa+hQ4dWRD6hHj58iLVr16JTp07YsWMHvvnmGyQnJ6NZs2a4caPotSMOHDiAM2fOvPScRb1+vXv3LnWmq1evYv369TA2Ni60b/Xq1YXOPWDAAMjlcnTo0EHdLi0tDSNHjsTOnTuxc+dONGjQAAMHDkRYWFiJ/UdHR2PVqlWYPn26etujR4+wbds2WFtbo1GjRkUel5mZiQULFiAgIAAbN25EWFgYzMzM0LZtW/z+++/F9pmSkoJ27drh8ePHCAsLw+rVq/Hnn38iJCQEBQUF6nbDhw+Hi4sLdu7cicjISEyaNEnjPBMmTMDkyZPh4KA5l7SRkRHGjh2LGTNmlHj95cndzB0f+H9QckOqMiQqYM4RC6hSUkRHoXKin58sOgJVsMePbGDnPRAyRc0suFu7uKHRG6V/n0FERFTVLOxTD2b6CtExiIiqlYvJhuiT9TFyTWqLjiKeRAb0WgPo6ItOQlQhyvxIrFQqRbNmNWMO+dq1a+PevXvQ1//ffwDt2rWDs7MzVq9ejZUrV2q0z87Oxrhx47BgwQKMGDGiyHO+7uv3wQcfYOLEidi4cWOhfT4+PoW2nT17Fp06dYKlpaV6279HHHXu3Bn//PMPNmzYgEGDBhXb/9q1a+Hh4YGAgAD1Nj8/P8TFxQF4NsrpypUrhY7T09PD/fv3YWZmpt7WsWNH+Pr6YtmyZWjXrt1L+1y9ejWSk5Nx+fJl2Ng8e4LZw8MDjRs3xk8//YRevXohLS0Np0+fxk8//QQrKyskJSVh7Nix6nPs27cPN2/exO7du4vsY8SIEZg7dy6uXLmC+vXrF/salKdhdYfhWOQxXIzndGLaYHZEQ8gvnhUdg8qRXnosALMS25F2exJtBRuPQYi/uxV5OTVn1JdcoYPgsZMhk9fsEVBERKTdrI108WnPeng/jJ+ZiIjK098phuipmoEfTRdCJ6kGz3TSYjzg2ER0CqIKU+4T4wcFBaFbt26Ftn/55ZfQ09NDcvKzp60lEgkWLVqEjz/+GNbW1jA1NcW0adOgUqlw5MgRNGjQAIaGhmjfvj0iIyM1zpWYmIgRI0bA0tISenp6CAwMxB9//KHR5uTJk2jdujVMTExgZGSEevXqFVk0KY6BgYFG8QcADA0N4e7ujujo6ELtly5dCjMzMwwfPrxM/ZTWli1b8ODBA3z44Yelan/q1Ck8ePAAgwcPLrGthYUFcnJySmy3adMm9O3bV2ObtBTrK8hkMo3iz/Ntfn5+Rb6WL7p06RLq16+vLv4AQKNGjWBhYYG9e/cCgDq7np4eAEBfXx/Z2dnqfRMnTsTnn38OpVJZZB/Ozs5o0qQJNmzYUOK1lCepRIpPW34KfTmfMqjq2mQ6w2fXJdExqJwp4++LjkCVJDHGHFaug6GjV3P+v201aBgsHJxExyAiInptIX526F7fXnQMIqJq53qqAbqnfYRsM0/RUcSw8QWCPhKdgqhCvVIBKC8vr9DXcwMHDsTBgweRmJiocczWrVsRHBwMExMT9bYvv/wSDx8+xObNmzFp0iQsWbIEU6ZMwcSJE/HRRx9h8+bNuH37Nt555x31Mfn5+ejatSv27t2LRYsWYefOnTA0NETHjh1x4cIFAM+mDAsJCYGxsTG2bt2KPXv2YNSoUUhKSnqVy9WQlJSEa9euoU4dzcUoHz58iAULFuCLL76ARCJ56fGZmZmwsrKCXC6Hj48Pvvnmm1L1m5qaiqlTp2LJkiWFilIvExYWBgMDA/To0aPQPpVKhby8PCQlJWHz5s04ePBgoTWF/u3u3bsIDw9HixYtStV/SfLy8nDmzJlCr+W/ZWVlFVm4USqV6qn4zM3N4erqipUrVyIxMRFff/01GjduDABYtmwZXF1di3wdXhQYGIhDhw694tW8OkcjR0xuNLnS+6XSM1Tp4P2fc4HcXNFRqJzpRP4jOgJVoqdxpjBzHASlQeG16qobp3oN4N+1u+gYRERE5eY/PXxhY1z0A31ERPTqbqbpo1vKh8g29xIdpXLJdIBeawF5zZwunGqOMs8Jkp6eDoWi8Py7f/75J1q2bIm+ffti7Nix+OGHHzBy5EgAQEREBE6fPo0dO3ZoHGNvb4/NmzcDeDYN2c8//4xly5bh+vXr6qLAo0ePMHbsWCQlJcHU1BT79u3D2bNn8euvv6Jz587qY93d3TF//nz88MMPuH37NpKTk7FgwQLUq1cPANC+ffuyXmqRpk2bBolEgtGjR2tsnzhxInr37l3s9G7u7u5YtGgR/P39kZWVhbCwMIwaNQrJycmYMmVKsf2GhobC3d0dAwYMKFXOvLw87NixA927d4eBgUGh/UeOHEHHjh0BAHK5HF9++WWhkT3/du7cOQDPpnwrD4sXL8ajR48wceLEYtt5eHjgu+++Q2ZmpnqEz8OHDxETEwNDw//dxPvqq6/Qr18/zJgxA/b29jhw4ABiYmKwePFinDx5ssQ89evXx4oVK5CamgojI6PXu7gy6u/VH79H/o6Tj0rOSZVv4dW6wP1zomNQBZDHhEPhJ0VudkHJjalaSH5sDBO7QUiN24bM1Oq5npeugSG6jJlQ7AMpRERE2sZEX4HFfetj2HpOyUxEVN7upOuhq+pD7LdYCt0nNeRByaCPAFtf0SmIKlyZRwDp6enh3Llzhb4aNGgA4NlUYh07dsS2bdvUx2zfvh2GhoaFpoZ7XoB4ztPTE/b29hojQjw9nw1BjIqKAvCs0GRsbKwu/gCAQqFA7969ceLECQCAm5sbjI2N8d5772HHjh14/PhxWS+zSN999x2++eYbrFq1Cg4ODurtBw8exMGDB7Fw4cJijx8yZAimTJmC9u3bIyQkBFu2bEHfvn3x6aefIreYkQXXr1/HqlWr8MUXX5Q666FDh/D48eOXrunTtGlTnDt3DocPH8aECRMwduxYrFu3rthzxsTEQCqVwsLCotQ5iss3e/ZszJo1S2M9oaKMHDkSKSkpePfddxEdHY27d+9i+PDhkEqlGje3OnXqhNjYWNy8eRPh4eHw8/PDtGnTMHz4cHh7e2P9+vVwc3ODjY0NJk+ejPz8fI1+LC0toVKp1OsZVba5gXNhrGMspG96uYHJdWC9/7zoGFSBjI3LfTZUquJSnhjCwGoQ9E3NRUepEO3/bwyMzC1LbkhERKRl2nhaYXBTTm9KRFQR7mfoolPiFGRa1ICiiEOTZ2v/ENUAZb7rJZVK0ahRo0JfL47EGDhwII4dO4bY2FgAz6Z/69WrF3R1dTXOZWpqqvG9jo5OkduAZ9OAAcDTp09hbW1dKJeNjY162jkzMzMcOnQIRkZGeOutt2Bra4ugoCBcvXq1rJerduDAAYwaNQozZ87EsGHDNPaNGzcO48aNg76+PpKSktRTzWVlZZU47Vz//v2RnJyMu3fvvrTN5MmT0a9fP7i4uKjPX1BQgJycHPWf/y0sLAwWFhYahbIXGRkZoVGjRmjfvj2WLFmC999/H5MmTSpUFHlRVlYWFArFaz9RfPHiRfTp0weDBg3CrFmzSmzv5eWFdevWYe/evahVqxY8PDxgZmaG4OBg2NnZabTV09ODl5cXFAoFTp06hcOHD2P27Nm4evUq3nvvPWzatAmXLl3C7t278e2332oc+3yauczMzNe6vldlrW+Nj5t+LKRvKppDngn67HgEqFSio1AFMlRki45AAqQ91Yeu6ZswNLcSHaVcebdoA+/A1qJjEBERVZiPQ+rA2aLmrOlHRFSZHmbqouOTyciwLJ/Zf6okhQHQaw0glYlOQlQpKuSx5x49ekCpVGLHjh24desWLl++jIEDB5bLuc3NzREfH19oe1xcHMzN//ckb5MmTXDgwAEkJSVh7969iI+PR8+ePV+pzzNnzqBv374YNmwY5s6dW2j/rVu3MH/+fJiZmam/AGDmzJkwMzNTF69e1c2bN/H9999rnD8yMhLffPMNzMzMcPv2bY32mZmZ2LNnD/r161fkdH1FCQgIQEpKSrGjpczNzZGdnf1a13P37l107doVgYGBhQowxRk6dCji4uJw9epVREVF4YcffsC9e/deOuVeQUEBxo0bh/nz58PY2BhHjx5FvXr10KJFC9jb26NPnz6F1vt5XqwrjxFOryrYNRidXYou2lHlm3eyFgoSEktuSFrNID9JdAQSJCNZFwrDfjC2shUdpVwYW1mj/TvviY5BRERUofR15Pi8f33IpJzqlIioIkRlKdE+YRLSrRqIjlIxOs4BLNxEpyCqNBVSADIyMkK3bt2wdetWbN26FVZWVujQoUO5nLtly5ZISUnBwYMH1dvy8vLw448/omXLloXa6+npITg4GO+99x4ePHhQ5uLFP//8g5CQELRr1w5r1qwpss3Ro0cLfQHA6NGjcfToUfUopqJs27YNpqamcHd3L7bNv89vY2ODnj174ujRo3By0hwC//PPPyMtLe2l078V5cSJEzA2Noal5cunjPHyerYY3IMHD0p93hfFxMSgU6dOcHJywq5du0pdnHpOR0cHvr6+qFWrFn7//Xfcvn0bw4cPL7LtunXrIJPJNPZnZGSo/5yeng7Vv0Z1hIeHw8TEBLa2Ym8EftL0E9jo2wjNQMDUmAbQO/W36BhUCXRTYkRHIIEyU3UhVfaFqY1DyY2rMKlMhpBxU6FrYFhyYyIiIi0X4GyOce08RMcgIqq2YrJ00D5+AtKsi1+2QevUeQNoMlJ0CqJKJS/rAQUFBThz5kyh7dbW1nB1dVV/P3DgQPTu3RsRERHo168f5PIyd1WkkJAQNGnSBEOGDMHChQthY2ODlStXIiYmBjNmzAAA7Nu3D+vWrUOvXr3g5OSE2NhYrFy5Ei1atCg0DV1x4uPj0blzZ+jp6WHixIk4f/5/64AYGxvDx8cHABAUFFTk8W5ubhr7AgICMGzYMHh7eyMzMxNbtmzB7t27sXz5co1iSFBQEMLDwxEeHg4ARY5y0dXVRa1atYrsOywsDE5OTkUWxP7++298+OGH6inl0tLS8Msvv+Dbb7/FggULiv17atKkCeRyOS5cuKCxThMA7Nq1C8Czgll+fr76+8aNG8PZ2RmZmZno2rUrEhISsGLFCly7dk19rFKphL+/v/p7uVyOYcOGqdckSk9PR2hoKFq3bg1dXV2cOXMGCxYsQGhoqLoo9aKkpCR88skn2Lt3r3q6uqCgIEyYMAFLliyBi4sLtm7divnz52scd/78eQQGBkIqFbseiKmuKZa2WYq3f3sbeQV5QrPUVAE5dmiy/To48VvNoBt/DzCqAXMc00tlpetAqd8LZvY/42l0hOg4rySw32DYe9YpuSEREVE1MbadO/568ASn7j0RHYWIqFqKzdZB29hxOGK3CsZxZ0XHeX1mLkCPVaJTEFW6MldlMjMz0bx580Lb33nnHY0pvYKDg2FiYoKYmJhym/4NAGQyGfbv348pU6Zg6tSpSE9PR8OGDXHw4EEEBDyrSru7u0MqleLjjz9GfHw8LCws0KlTJyxYsKBMff3zzz+IiooCALRv315jX5s2bXDs2LEync/d3R3Lli1DbGwsJBIJ6tWrh++//x6DBw/WaJeenv7Ko1CePn2KX3/9FRMmTChyrR4bGxuYmppi7ty5iI2NhYmJCby9vfHjjz+iR48exZ7bwMAAXbt2xYEDBzBkyBCNff369Svy+++++w7Dhw9HXFwcrly5AgDo3r27RltnZ2d1sQsA8vPzNdYikkqluHr1Kr777jukpaXB29sbq1evfunon9mzZyM4OBhNmjRRb/Pz88OaNWvw6aefIj09HW+99RZGjRql3p+bm4vDhw9jyZIlxb4GlaWBdQNMbDgRS85XjTw1iY5Khmn7lVAJWguKKp8i4jrgW/z/f1T9ZWcooKPbAxaO+/Ak8p7oOGXi7OePJj37ldyQiIioGpFKJVg+oAGCv/gTCWk5ouMQEVVLj3MUaBP9AY7Zr4ZJXOEBAVpDpgP02wDomohOQlTpJKp/z4NFQmVmZsLU1BSbN29G//79RccpZO/evRg0aBDi4uKgr199Ft7ct28fBg0ahEePHsHQsOpMnzPx6EQcfnhYdIwaZcmthnDeXQ2ebKEyOdF1DXIy80tuSNWeXCcferq/4nHELdFRSkXfxBRDF6+EgamZ6ChERERC/HH7MYZ9dxa8s0FEVHFMFHk4VmstzGJPio7yarouAZqOKrkdUTUkdq4rKuTcuXNwdXVF3759RUcpUrdu3eDp6akx2qs6+OyzzzB58uQqVfwBgLkt5sLRyFF0jBqjW5o7nH+6IDoGCWBsxEWE6Zm8HBkyMrvAxlULpgWUSND1/Uks/hARUY3W2tMKY4K4mDcRUUVKzpWjddS7SLRrJTpK2fn0YPGHajQWgKqY1q1b48aNG8LXoXkZiUSCNWvWVKvRP2lpaWjTpg0mTpwoOkohRjpG+DzocyhlStFRqj3LAgMM+yEJyOcokJrIUJ4lOgJVIfm5MqSmdICte33RUYrV+I3ecKnfUHQMIiIi4SZ19EJzVwvRMYiIqrXUPDlaRY5Cgn2Q6CilZ1Yb6P6l6BREQnEKOCItsOv2Lsw5PUd0jGrt27N+MD5yUXQMEiSu32xcf2wtOgZVMRJpAcwsTyD61nnRUQqx8/TGgNkLIZOXeTlHIiKiaulxajZCvvgT8anZoqMQEVVrBrICHHX+DtbRR0RHKZ5MCbxzELBvIDoJkVBVc5gJEWno69kX3d26i45RbY1OqMfiTw2nmxItOgJVQaoCKRIft0KtOs1ER9FgZGGFHpM/rrTiz/Dhw+HrW/SUeBMmTICLi0ul5Kgo69atg5+fHwwMDODo6IiRI0ciPj5evf/YsWOQSCRFfnl7e5d4/ps3b6Jjx44wMDCAra0tpk2bhpwczcXKg4KCijz/zZs31W1ycnIwbdo0tG7dGgYGBpBIJEhISCj1dcbHx8PIyAjXrl0rcv+ePXsgkUhe+nddlH379iEwMBAGBgYwMzND27ZtERUVpd7/119/wc/PDyYmJhgyZAjS09M1jj9+/DgcHByQlpamsT08PBwGBgYIDw8vdRYiIisjJb4Y6A+ZlFP7EhFVpPR8KdpEDEdsrY6ioxSv8zwWf4jAAhCR1vik2SdwN3UXHaPa8cq1RPvt90THIMGUcfwZoJdQSZAQ2xwOdavGXNcKpS56TpvJdX/KyaZNm/B///d/6NKlC/bu3Yu5c+fil19+Qa9evdRtGjZsiNOnT2t8/fbbb5BKpejatWux53/69CnatWuHnJwc7N69G/Pnz8fXX3+NSZMmFWrbokWLQv28WFzLyMjAN998A11dXbRqVfafx3nz5iEoKKjIAk9mZiYmTpwIGxubUp/v+++/R+/evREUFIRffvkFGzduRKNGjZCV9WxKzdzcXAwYMAAdOnTAli1bcPz4cSxYsEB9fH5+PsaNG4dFixYVWoPRxcUFffv2xezZs8t8nURUszVztcD0LiUX54mI6PVk5svQ5sEwRNfqIjpK0Xz7Ak1Gik5BVCVw3hAiLaEn18NnQZ9h4C8DkZGXITpOtSBRAbOPmEGVEis6CgmmiLgGmPYRHYOqKAkkSIhuDEdfOSKvHRUYRIKu70+CtYuruAzVTFhYGNq0aYPFixdrbB8xYgQiIyPh6OgIY2NjNGumOQpsw4YNKCgowKBBg4o9/5o1a5CSkoIff/wR5ubmAIC8vDyMGTMGM2bMgL29vbqtqalpoX5eZGpqisTEREgkEmzYsAG//fZbqa8zLS0N69atw+bNm4vcv2DBAjg5OaF27do4f77kKQ8TExPx/vvvY/ny5XjvvffU27t3/99o5du3byMxMRFLliyBTCbD9evX8cMPP+DTTz8F8Oy1MTIywuDBg4vs45133kGHDh2wdOlSWFlZlfpaiYhGtnbFjdgU7L74SHQUIqJqLbtAijYP3sJRVxkcovaJjvM/9v5AD677Q/QcRwARaRFXE1f8p8V/IAGnNSgPoRENIb90Q3QMqgJkT+Oha8BnIqh4jx/5w8mvk7D+W/QbDI+mgcL6L40NGzZAIpHg/Pnz6NSpE/T19eHl5YXDhw+joKAAn3zyCWxsbGBjY4OPPvoIBQUFGsffuHEDPXr0gImJCQwMDBASEoJ79zRH6KlUKixduhSenp5QKpVwdXXFsmXLXilvbm4uTExMNLY9/764ZTLDwsLg4eGBxo0bF3v+AwcOoEOHDuriDwD0798fBQUFOHjwYJnzSiSv9vt/165dAFDkiKV79+7hs88+wxdffFHq8+3YsQP5+fl45513XtomOzsbOjo6kMlkAAB9fX1kZz9bl+PJkycIDQ3FypUrX3p8y5YtYWFhgbCwsFLnIiJ6bkHvemjgaCo6BhFRtZdbIEHb+4MQ4VBFli0wtAXeDAMUeqKTEFUZLAARaZlOLp3wfoP3RcfQekGZzqiz65LoGFSFGBm+/GYv0XPxkb5w8gup9H69W7RBsz5vVnq/r2ro0KHo1q0bfvzxR9jb26N3794YP348IiMjsWnTJrz//vtYuHAhtm3bpj7m/v37CAwMRGJiIjZs2ICwsDA8fvwY7du3VxcOAGD8+PGYNWsWhg0bhn379mH48OH48MMPsWbNmjLnfOedd/Drr79i165dSE1NxfXr1zFv3jy88cYbcHJyKvKYuLg4/P777yWO/gGerf/z73WCTE1NYWdnp7G+D/BsPRwDAwPo6uqiTZs2+OOPP8p8PS9z+PBhNGzYELq6uoX2jR8/HkOHDkX9+vVLfb4zZ87A29sbGzduhLOzM+RyORo0aIADBw6o23h5eSE3Nxfff/89YmNjsWnTJnXB7JNPPkHv3r3h7+//0j6kUimaNWuGQ4cOleFKiYieUcpl+PqtANgaF/5/j4iIyldugQTt7vXHA8eeYoPIdYE3twDG9iW3JapB+LgzkRZ6t/67iEiJwN77e0VH0UqGKh28/1MuVLm5oqNQFWIky8Rj6IiOQVogPtILTn5yPPz7p0rpz9bNA51Hj6+UvsrL2LFj1VOD1apVC/Xq1cP58+dx+vRpAEDnzp3x888/Y+fOnepCypw5c2Bubo5Dhw6pCxWBgYFwdXXFunXrMGbMGNy7dw9ffvkl1qxZg1GjRgEAOnTogIyMDMyZMwejRo2CVFr655sGDRqE9PR0DBo0CLn//Z3QoUMHjcLUv23fvh35+fmlKgA9ffoUpqamhbabmZkhMTFR/X2bNm0wdOhQeHh4IDo6GkuXLkWHDh1w/PhxNG/evNTX8zLnzp1Dx46FF+ndu3cvTp06hdu3b5fpfLGxsbh16xZmzpyJxYsXw87ODqtWrUL37t1x+fJl1K1bFwYGBli5ciXeeecd5OTkwNvbG6Ghobhy5Qp27dqFGzdKHoFbv359rFq1qkzZiIieszbWxddDA9BvzWlk5xWUfAAREb2yfJUU7e72wyF3GdwjfxAT4o0VgEMjMX0TVWEcAUSkpeYEzkFD64aiY2ilhVfrQvXgoegYVMXo5ySW3Ijov+Ij3eDk1wd4xSm5SsvQ3AI9ps6EXEe7ipMvFhs8PT0BAO3bt9do4+npicjISPX3Bw8eRPfu3SGXy5GXl4e8vDyYmZnB398f586dA/BsJAsA9OnTR90mLy8PHTp0QGxsrMb5SmP37t2YPHkyZs6ciWPHjmHTpk24c+cO+vfv/9Ip4LZs2YKAgAD1dZWHOXPmYMSIEWjVqhUGDBiAY8eOwd7eHv/5z3/K5fwxMTGF1tHJysrChAkTMGfOHFhaWpbpfAUFBUhLS8PXX3+NoUOHomPHjti5cyccHBywaNEidbuhQ4ciISEBt2/fxrVr1+Dg4ICxY8di1qxZsLS0xLx58+Do6FjouOcsLS2RkJCgLs4REZWVn4MpFvf1Ex2DiKhGUKkk6Hi3N2459q/8zgPHAfW1Z8YEosrEEUBEWkohU2B52+UYtG8QotKiRMfRGoOS68B63znRMagK0k2OAmArOgZpkfhIZzj59kPk9V1QFZT/k8VypRI9p86EoZl5yY0rkFwuR35+fpH78vPzoVAoCm1/cdSLzn+LV/8eCaOjo4OsrCz19wkJCVi+fDmWL19e6HzPz5GQkACVSvXSgkVkZCScnZ2Luxw1lUqF0aNHY+TIkZg5c6Z6u6urK1q2bIlDhw6hUyfNNZ/u3buHs2fP4vPPPy9VH2ZmZkhOTi60/enTpxrrAv3b8/WPnq/d87qysrKgVCo1ti1fvhxSqRQDBw5EUlISACAnJwcFBQVISkqCvr6++nX/NzMzMwBAu3bt1NsUCgVat26Na9euabQ1MjKCkZERAGDr1q14+vQpxowZg/3792Pp0qXqUWFNmzZFgwYN0LlzZ/WxzzNnZWUV+XNGRFQaPRrUwo2YVKw5fq/kxkRE9FpUKgk63+mJ/R4y+ERurZxOPToDHeZUTl9EWogFICItZqZrhlXtV2HI/iFIzU0VHafKc8o3Re8dj8AJIKgoOnF3AXMOF6eyiY9ygEPdN/Hon+0oeEmR5JVIJOjy3kTYuLqX3zlfkZWVFWJjY4vcFx0dDWtr63Lpx9zcHCEhIRgzZkyhfc8LCObm5pBIJDhx4kSRxQkvL69S9/f48WM8fvwYDRo00Nj+fF2ae/cK3ygMCwuDVCrFm2+W7ulCb2/vQmv9JCcnIyYmptDaQBXJ3NxcXeR57ubNm7h7926hkUHAswLPV199hdGjRxd5vrp16760rxeLei9KT0/HtGnTsGnTJshkMhw+fBjt27dXvw4dO3bEoUOHNApASUlJ0NHRUf/9ExG9qmmdvXAnLhVHbsaLjkJEVCME33kDez1lqPfw+4rtyNIL6PMtUIZpoIlqGv7rINJyrqauWBq0FHIJ67kl+fRPexQkcJovKprO/auiI5CWehxlCzvvQZCV4wiF5n3ehFfzluV2vtfRpk0bJCUl4Y8//tDYnpKSgqNHj6J169bl0k+HDh1w7do1+Pv7o1GjRhpfzws7z6eRe/LkSaE2jRo1KlOhwMrKCvr6+rh48aLG9gsXLgAAXFxcCh2zdetWBAUFwc7OrlR9dO3aFYcPH9YovuzcuRNSqbTQ6KIXpaen45dffkHjxo1L1U9JvLy88ODBA41t06dPx9GjRzW+OnfuDBcXFxw9ehTdu3d/6fm6desG4H9T8gHPRg8dP34cAQEBRR4zf/58NGvWDG3btlVvy8jIUP85PT290LR74eHh5TrVHhHVXFKpBCsG+sPblgVlIqLK8sbtYFxyGlZxHeiZAQO3ArrGFdcHUTXAO8ZE1UCgfSA+avoR/nOmfNYKqI6mPmoA3dPnRcegKkyalgR9IzkyUvNERyEt9CTaCjYegxB/dyvycnJe61yezVqied9B5ZTs9XXq1AmtWrVC7969MWvWLPj6+iI6OhqLFy+GTCbDuHHjyqWfOXPmoHHjxujcuTNGjRoFGxsbxMbG4vjx42jVqhUGDhwIT09PvP/++3jrrbcwdepUNG3aFLm5ubh9+zaOHj2KPXv2lLo/iUSCUaNGYdWqVTA2NkabNm0QERGB0NBQ1K1bV2N6MwC4dOkSbty4gcmTJxd5vvDwcNSuXRuzZ89GaGgoAGD06NFYuXIlevbsiRkzZuDRo0eYOnUqRo8eDXt7ewDAn3/+iSVLlqBXr15wcXFBdHQ0PvvsM8TGxmLnzp0afRw4cADp6ek4f/7Z77O9e/fCyMgIPj4+8PHxeem1tmjRAjt27NDY5u3tXWgU0oYNGxAVFYWgoCD1toiICLi5uWHWrFmYNWsWAKBhw4bo06cPRo0ahcTERNjZ2WHVqlWIi4vD1KlTC/V///59fPXVV7h8+bJ6W7t27fDll19i/fr1UKlUOHz4MMaOHatx3Pnz59GqVauXXhcRUVkYKuXYOKIJeq8+hUdJmaLjEBHVCL1ud8ZODxkaR64v3xPL9YBBOwALt/I9L1E1xAIQUTXR36s/HiQ/wPc3Knh4rRYKyLFDk53XUfRy3kT/Y2SgQgZnU6RXlBhjASvXwUgI34rcl0yDVRIbV3d0eX8iJBJJOad7dVKpFPv27cOsWbPw2WefITo6GiYmJmjXrh1++OGHUo+GKYm7uzvOnj2LTz75BGPGjEFaWhrs7OzQunVr+Pn9bwHvL774Al5eXli7di3mzp0LQ0NDeHl5oV+/fmXuc+HChbCyssLmzZuxZMkSWFpaom3btpg3b16hNXPCwsKgVCrRp0+fIs+Vnp4OALC1/d9aYmZmZjhy5AjGjh2Lnj17wsjICP/3f/+HefPmqdvY2dkhJycHM2bMwJMnT2BgYIDAwECsWbMGTZo00ejjvffeQ0REhPr7ESNGAIBG0akoffv2xYIFC3Dnzh14eHiU7sX5L5VKhfz8fBT8a52rjRs34qOPPsL06dORkpKCgIAAHD58GPXq1St0jokTJ2L8+PFwcnJSb+vWrRs+/vhjzJgxAwAwa9YsBAcHq/fHx8fjwoULWLBgQZnyEhEVx8ZYFxtHNEbfNaeRlJErOg4RUY3Q704HbPOQoVnkN+VzQokM6Pcd4Nik5LZEBInq33MtEJHWKlAVYOzvY/FH1B8lN64hdFQybP7JAZIbXPSVShYx6DPci9YVHYO0nKl1Mp5GbkN2RnqZjjMwM8fg+Z/DyNyygpJRRVq3bh2mT5+OiIgI6Ovri45TSEBAAHr06KEexVPVrVq1CsuWLcOdO3eqVEGUiKqH8+GJGPztX8jO4+qgRESV5XuP42gZufb1T/TGF0BABU4tR1TNcA0gompEKpFiaZul8Lf2Fx2lyph/uz6LP1Rq+tlPREegaiAp3gQmtQZB17D0c1Hr6Omj17RZLP5osZMnT2LixIlVsvgDPBths2bNGmRnZ4uOUqKCggKsWLECs2bNYvGHiCpEIxdzrBzoD5mU/8cQEVWWIXfa4JjjmNc7SdAMFn+IyogjgIiqodScVIz4bQRuJt4UHUWo7mkeGLLqFlDAJ/uodFLbD8W5/KaiY1A1YWSejvTH25GRklRsO7mOEn0+mgMHH9/KCUY11tKlS9GzZ0+4u7uLjlKsqKgobNq0CdOnT4dUyufViKjibPkrAh//eE10DCKiGuVbj9PoELmy7Ac2GgF0W1b+gYiqORaAiKqpJ5lPMPzX4QhPCRcdRQjLAgN8tVkPquhY0VFIi+TUaYYTNm+JjkHViIFpJrKSdiL9aUKR+6UyOXpM/Riu/o0rORkREREBwOcHb+GL3++KjkFEVKOscf8LXaJWlP4A725A/80AHw4iKjP+qyGqpiz0LPB1x69ha2BbcuNqaOE5NxZ/qMzk4dcAzgRC5Sg9SQ9K4/4wsrQptE8ikaLr+xNZ/CEiIhJoUicvDGjkKDoGEVGNMvpuU+x1mAxVaT6AOwUCfdax+EP0ivgvh6gaszO0wzcdv4G5rrnoKJXqvcd+MP79ougYpIWkmWkwMJKLjkHVTEaKLmR6/WBiba+xvcP/jYF3izaCUhEREdFz83vXQ+e6hR/WICKiijP2bgB+rDWl+CKQtQ8wcCug0K28YETVDAtARNWci4kL1nZcCyOFkegolcI71xLttt8RHYO0mLEB14yi8peVpgMoesPMzgkA0Hrw2/Dr0EVwKiIiIgIAmVSClQMbor23tegoREQ1yqR7/thZaxpUkiJuUVu4A2/tAfRMKzsWUbXCAhBRDeBt7o1VHVZBT64nOkqFkkGCWUfMoEpNFR2FtJgB0kVHoGoqO0MHeZIeaDlwJBp37yM6DhEREb1ARy7F6iEN0drTSnQUIqIaZdq9+thq96FmEcjMBRi2FzDi6Eyi18UCEFEN4W/tj2VBy6CQKkRHqTCzH/hDfumG6Bik5fSzE0RHoGrMJ9AVTXv2EB2DiIiIiqCUy/D1WwFo4W4hOgoRUY0y4349fG/7EVQSGWDi+Kz4Y2xf8oFEVCIWgIhqkBa1WmBR60WQSWSio5S7tpku8P7hkugYVA3oJj4UHYGqqXptaqFlPw/RMYiIiKgYugoZvh3aGE1r16x1VImIRJv5oC62u8wFhv4EmDqJjkNUbbAARFTDdHTuiIWtFkIuqT4L3RsVKDFmTzaQmys6ClUDOtG3RUegasinpT1avekpOgYRERGVgp6ODOuHN0YjZzPRUYiIagwbYyWaBA8HLNxERyGqVlgAIqqButTugqVBS6vNdHAL/64DVXik6BhUTSjCr6Go9SeJXlWdFnYIGuwFiUQiOgoRERGVkoFSju/ebowGjqaioxARVXvWRkpsHdkMrlaGoqMQVTu8xUVUQ7V3ao8VbVdAKVOKjvJaBifVgdWB86JjUDUiycmCoXH1KI6SePXaOqDtEG8Wf4iIiLSQka4CG0c0Qb1aJqKjEBFVW9ZGSmwbxeIPUUVhAYioBmvl0Aqr2q+CnlxPdJRX4pRvip47HomOQdWQkV6e6AhUDTTs7ITWAzxZ/CEiItJiJnoKbBnZlNPBERFVADsTXWxl8YeoQrEARFTDNbVrirUd18JQoX2/bOf9YQfVk0TRMagaMkCa6Aik5Zq8URvNe7mLjkFERETlwFhXgc3vNEUrD0vRUYiIqg0XC33sHN0cbiz+EFUoFoCICP7W/vim0zcw1jEWHaXUpj1qAOWZq6JjUDWln/lYdATSYoF93NE4pLboGERERFSO9HRkWDesMbrUtRUdhYhI63nbGmHn6EA4mOmLjkJU7bEAREQAAF9LX6zvvB7muuaio5SoUbY9Gu+8JjoGVWPKxAjREUgbSYA2Az3h39FJdBIiIiKqADpyKVYNbojeDWuJjkJEpLUCnM2w/d3msDLS7jWpibQFC0BEpOZl7oX1ndfDSs9KdJSXUqpkmLpfAVVmlugoVI3pPLopOgJpGYlUgvZD68C3jYPoKERERFSBZFIJPutXH8OaO4uOQkSkdVp5WOL7d5rCRE8hOgpRjcECEBFpcDN1w3ddvoO9gb3oKEWaf6s+JDfviY5B1Zw84iakUonoGKQlZHIpOr1TF97N7URHISIiokogkUgwp4cvPmjL9f6IiEqrq68t1g1rDD0dmegoRDUKC0BEVIizsTO2hGxBHfM6oqNo6J7mAcefzouOQTWANC8HhiZy0TFICyj15eg+vgHcA6xFRyEiIqJKNqWzFz7q6i06BhFRlde/kQO+HNQQOnLeiiaqbPxXR0RFstSzxIYuG9DaobXoKAAAywIDvPXDU6CgQHQUqiGMdHNFR6AqzshcF72nBsDew1R0FCIiIhLk3TZuWNLXDwoZR48TERVlZKvaWNTHDzLOskEkBAtARPRS+gp9fNH2C/T37C86ChaedYMqOlZ0DKpBDJEqOgJVYZaOhujzYQDM7QxERyEiIiLB+jVyxMa3m8BYlyPIiYiek0klmNujLj4O8YFEwuIPkSgsABFRsWRSGWY2n4lJAZMggZhf2GMe+8H46EUhfVPNpZcRJzoCVVFOPuboNbkhDEyUoqMQERFRFRHobondYwLhYKYnOgoRkXCGSjm+HdoIQ5u7iI5CVOOxAEREpfK279tY3GYxdKQ6ldqvT64V2m6/U6l9EgGAbkKE6AhUBXkH2iHkfT/o8AlfIiIi+hd3ayPseb8FGjiaio5CRCSMnYkudo5ujrbeXCeVqCpgAYiISq2LSxd80+kbmChNKqU/GST45LApVKmciosqn07UTdERqIppHOKC9kPrQCrj2yciIiIqmqWhEttGNUNXX1vRUYiIKp1vLWPseb8F6tgZi45CRP/FOxhEVCYNbRri+67fw8HQocL7mv3AH/LLNyq8H6KiyCJvQSbnPMUEyBRSdBheB03ecBUdhYiIiLSArkKG1YMbYlRrvncgopqjQx0b7Hi3OWyMdUVHIaIXsABERGXmYuKCLSFb4GflV2F9tM10gfcPlyrs/EQlkRTkw8iE03zVdAamSvSa3BBezexERyEiIiItIpFIMCO4Dj7t6QuZlA8VEVH19k7L2vj6rQDo6/AzNFFVwwIQEb0Sc11zfNf5O/Tx6FPu5zYqUGLMniwgN7fcz01UFkbKHNERSCBbVxP0+6gRbFw4fQERERG9miHNnLFpRBOYG1TuWqpERJVBIZPg056+mNnNB1IWu4mqJBaAiOiV6ch0EBoYitDmodCRlt8HmoV/14EqPKrczkf0qgwKUkRHIEF8Wtih5yR/GJgoRUchIiIiLdfC3RI/f9AC9WpVzlqqRESVwdpIia0jm2FIM2fRUYioGCwAEdFr6+PZBxu7boStwesvdDokyQdWB86XQyqi16eXHic6AlUyqVSCVgM80fatOpDJ+TaJiIiIyoeDmT52jm6OvgEVv5YqEVFFa+Jijl/GtUQjF3PRUYioBLyzQUTlwtfSFzu67UBTu6avfA6nfFP02MGRP1R1KBMeiI5AlUjXUIHu4xvAry1vzBAREVH501XIsLRfffynpy8UMk6VRETa6e0WLggb2RTWRrqioxBRKUhUKpVKdAgiqj7yC/LxxaUvsP7a+jIfu/loHSjPXK2AVESvJq+WO/7wmCg6BlUCKycjdHnXF8YWeqKjEBERUQ1wIeIpxmy5gLiUbNFRiIhKRV9HhgW966FHg1qioxBRGbAAREQV4nDEYXxy8hOk56aXqv30R/5ouOlcBaciKhuVRII/O65GXk6B6ChUgeoFOaBFH3fIFBwYTURERJUnPjUL72+5iHPhT0VHISIqlouFPta+1QhetkaioxBRGfFOBxFViA7OHRAWEobaJrVLbNs42x4BOznyh6oeiUoFY2P+qqyulPpydHnXF63f9GTxh4iIiCqdtZEuwkY2w9stXERHISJ6qQ51bPDz2JYs/hBpKd7tIKIK42riiq0hW9HJudNL2yhVMkzZJ4cqM6sSkxGVnqFOjugIVAGsXYzRf0ZjuPlbi45CRERENZhCJsXsN+ri26GNYG6gIzoOEZGajkyKGcHe+GZoAIx1FaLjENEr4hRwRFQpfrj9AxadW4TMvEyN7Z/dbAjHH88KSkVUspgBn+JGnJnoGFSO6ndwRPNebpDJ+BwMERERVR1xKVmYtOMyTt59IjoKEdVwrlYG+OJNf/jWMhEdhYheEwtARFRpHiQ/wId/fIgbiTcAAD3SPDB41S2ggOurUNX1NOR9XEr3ER2DyoHSQI72w3xQ289SdBQiIiKiIqlUKqz94z4+O3gLufm8XUNEle/Nxo6Y/UZd6OnIREchonLAAhARVarc/FysuLgCB679gFWblFDFxImORFSszCbBOK0fIjoGvSY7dxN0HFEXRua6oqMQERERlehKZBLGb7uE8CcZoqMQUQ1hqq/Awt710MXXTnQUIipHLAARkRDxl/9C8vgPkRfHAhBVbXk2zvijzjTRMegVyeRSNO3uigYdHCGRSkTHISIiIiq19Ow8zPzpGnZffCQ6ChFVc81czbFsQAPYmeiJjkJE5YwFICISJj85GbFz5iJl/37RUYiK9Wfnr5CbzakKtY2VkxE6DPeBub2B6ChEREREr+yny4/wyY/XkJqdJzoKEVUzcqkEEzt64r02bpDygTmiaokFICISLvmXfYidOxcFKSmioxAV6Uq/tXjymB+4tYVUKkFAV2c0CnaBVCYVHYeIiIjotUUnZeLDH/7Gn3cSREchomrC08YQS/rWR31HU9FRiKgCsQBERFVCbmwsYj7+BOknT4qOQlTIvUFfICKaC2BqAzNbfXR42wfWzsaioxARERGVu61nH2LevhtI42ggInpFCpkE77VxwwftPKAj5wNzRNUdC0BEVKUk//QT4hYuQv7Tp6KjEKnF9J+DG/GWomNQMSQSoH57RzTt4Qq5gsU6IiIiqr4eJWViOkcDEdEr8K1ljCV966OOHR+YI6opWAAioion7+lTxC1YgJSf94qOQgQASO76Li5k+omOQS9hZquPoMHesPcwFR2FiIiIqNLsOBeJT/f9g5QsjgYiouIp5VKM7+CBUa1cIec02UQ1CgtARFRlpZ04idjZs5H76JHoKFTDZTXsiFPGPUXHoH+RKaQI6OKMhp2dIePUBURERFQDxadkYeZP1/Db9TjRUYioigpwNsPivn5wszIUHYWIBGABiIiqtILMTDz+YiUSN20C8vNFx6EaKt/CDsfrfSI6Br3AwdsMbQZ6wdRGX3QUIiIiIuH2X41B6M/XEZ+aLToKEVUR+joyTOnkheGBLpBKJaLjEJEgLAARkVbIvHYdMbNmIvufG6KjUA11susaZGeyCCmanpECLfp6wKupregoRERERFVKWnYeVhy+je9OhiOvgLd6iGqyznVtMLObDxzM+MAcUU3HAhARaQ1VXh4SN27E45VfQpWVJToO1TB/91+LhHjOry6MBPAJtEPz3u7QNVCITkNERERUZd2JS8Wsn67j9P0noqMQUSVztTJA6Bt10drTSnQUIqoiWAAiIq2TGxOD+KWfIWXfPtFRqAZ5MGg5HkSz8CCCub0B2gzygr27qegoRERERFrj5yvRmL/vBmJT+PAcUXVnoCPD2PYeeKdlbShkXB+ViP6HBSAi0loZly4hbv4CZF29KjoK1QBx/Wbj+mNr0TFqFF1DBZq+URs+rWpxzmoiIiKiV5CenYcvjtzB+pMPkJvP2z9E1dEb9e3xcXAd2Jroio5CRFUQC0BEpNVUKhWSf/oJjz9fhrz4eNFxqBpL6fx/OJ/tLzpGjSCVS+AX5IBGIbWh1JOLjkNERESk9e7Gp2L2z9dx8i6nhSOqLrxsjDCnR100c7UQHYWIqjAWgIioWijIyEDCN98gcf13UGVni45D1VBWg7Y4ZdpXdIxqr3Z9SwT2cYepNRcrJSIiIipvB6/HYtGvN3HvcbroKET0isz0FRjX3gNvNXOGnNO9EVEJWAAiomolNzoa8UuXImX/AdFRqJopMLHEMf85omNUW5aOhmjZ1wO1vMxERyEiIiKq1vILVNhxPhLLDt1GfCofniPSFnoKGd5pWRvvtnGFkS7XpyWi0mEBiIiqpYyLFxG3cBGy/v5bdBSqRk6FrEVWep7oGNWKvokOmnZ3RZ3mdpBwnR8iIiKiSpOZk491J+5j7fH7SM3me1yiqkoulWBAY0eM7+ABayOu80NEZcMCEBFVa6m/H8XjlSuRfeOG6ChUDVwbsAbxcfmiY1QLSgM5GnZyhl9bB8h1ZKLjEBEREdVYiek5WPn7HWw58xA5+QWi4xDRf0kkQLCvHaZ09kJtSwPRcYhIS7EARETVnkqlQurBQ0j48ktk37kjOg5psfBBy3A/Wkd0DK2m0JWhfntH+Hdwgo6eXHQcIiIiIvqvyMQMLD14Cz9fiQbvFBGJFehmgeldveHnYCo6ChFpORaAiKjGUBUUIOXAASR8uQo5Dx6IjkNaKL7vJ7iWYCc6hlaS60hRr40D/Ds7Qc+QRTQiIiKiquqf6BSs/P0Ofr0ey0IQUSWr72iKSR090cbTSnQUIqomWAAiohpHlZ+P5L17kbD6K+Q+fCg6DmmRlI5v43xuI9ExtIpcIYVvm1rw7+QMfWMWfoiIiIi0xZ24VHx59C5++TsG+QW8dURUkQKczTC2nTuCvKxFRyGiaoYFICKqsVR5eUjes+dZISg6WnQc0gLZ9VrhpMWbomNoBYWuDHVb2qNBRycYmChFxyEiIiKiV/QgIR2rjt7FnkuPkMdCEFG5auJijvEdPNDC3VJ0FCKqplgAIqIaT5Wbi+R9+5D43QZk37olOg5VYQWGJjjWaL7oGFWanrEO6rdzgG/rWlDqK0THISIiIqJyEpmYgdXH7uGHC1HIyS8QHYdIq7X1ssKYtu5o7GIuOgoRVXMsABERvSDtxEkkrl+P9FOnREehKurMG2uRkZonOkaVY2KtB/+OTvBuZgeZQio6DhERERFVkJjkTKw9fh/bz0UiMzdfdBwirSGTStDV1xZjgtzhY28sOg4R1RAsABERFSHr1i0krl+P5P0HgNxc0XGoCrn+5leIi+UTj89ZOxuhYWdnuDawgkQqER2HiIiIiCpJUkYOtp6NxObT4YhOzhIdh6jKMlLK0beRA4YHusDZwkB0HCKqYVgAIiIqRm5cHBI3bULSjp0oSE0VHYeqgIhBn+FetK7oGGJJACcfC/h3coKDl5noNEREREQkUF5+AX69HovvTobjQsRT0XGIqgxXSwMMC3RB3wAHGCjlouMQUQ3FAhARUSnkp6UjaedOPN28GbnR0aLjkECP+8zA1Se1RMcQQtdAAe9AO/i2toeJlb7oOERERERUxVyJTMJ3Jx9g39UY5ObzdhPVPBIJ0MrDCm+3cEGQpxUkEs6SQERisQBERFQGqoICpJ84gac7diDt2HEgj2vB1DSp7d7CuYJmomNUKpvaxvBtXQvujawhV8hExyEiIiKiKi4+JQvfn4nAlr8e4kl6jug4RBXOQEeG3g0dMCzQBe7WhqLjEBGpsQBERPSKcuPjkbz7RyTt2oXcqCjRcaiS5NRpihM2Q0XHqHByHSk8GtugXhsHWDkZiY5DRERERFooOy8fh/6Jw/ZzkTh5NwEFvANF1UwdO2P0b+SAPgEOMNZViI5DRFQIC0BERK9JpVIh/dQpJO3chdQjR4DcXNGRqAIV6BrgWPPFQDX97WlRywB1Au3h3dwWSn1+gCEiIiKi8vEoKRO7zkdh54VIRD3NFB2H6JWZ6ivQo749+jVyhG8tE9FxiIiKxQIQEVE5ynvyBMk//oiknbuQExEhOg5VkLM91iItufpM/6dnrAPPxjbwamYLK0eO9iEiIiKiiqNSqXDq3hPsOB+JX6/FIjuvQHQkohJJ/7u2T79GDujoYwOlnFNjE5F2YAGIiKgCqFQqZF68iJR9+5Dy20HkP3kiOhKVoxsDv0JMjHZ/UJUrpKhd3xJezezg6GMOqZSLkxIRERFR5UrOzMXPlx9hx/koXH2ULDoOUSEuFvro18gRvRvWgp2Jnug4RERlxgIQEVEFU+XnI+Ovv5C8fz9SDx1GQTI/2Gi7h4OW4G60vugYZScB7N1N4dXMFu4NraGjJxediIiIiIgIABCekI59V2Pwy98xuBGTIjoO1WD2JrroWs8OwfXsEOBsJjoOEdFrYQGIiKgSqXJzkXbyJFL270fakd9RkJ4uOhK9goReH+Lvp06iY5SKRALYuZvCtYEVXP2tYGSuKzoSEREREVGx7j9Ow76/Y7DvagxuxqaKjkM1QC1TPXT1tUWwnx38HU0hkXCGBCKqHqSiAxAR1SQShQJGQUGotXgxPE6dRK0VK2DUpQskehxKrk10nz4UHaFYUrkETnXNETTYC8MXtUSvyQ1Rv72j1hZ/QkNDYWhoKDpGic6fP4+3334bderUgVQqRbdu3Ypsl5ycjFGjRsHS0hL6+voICgrC5cuXC7W7ceMGgoODYWBgADMzM7z11ltISEgoVZaCggIsW7YM3t7eUCqVsLW1xeDBgzXaBAUFQSKRFPq6efNmobzvvPMOzM3NYWRkhL59+yImJqZUOeLj42FkZIRr166pt23fvh19+vSBg4MDJBIJli5dWuSxr9rv8OHDi7yuX3/9Vd0mLy8PY8eOhbm5OTw8PHDgwIFC52nXrh2WLVtWaPvIkSMxcuTI0lw+ERERvSJXK0OMbe+BXye0xuFJrTGhgwc8rKv++0HSLrVM9fB/LWtj95hAnPiwLT7p5oOGTmYs/hBRtcK5X4iIBJEqlTDu3AnGnTuhIDsbGX/9hbRjx5H2xx/IjYoSHY+KofPoFlCrpegYGuQ6UjjVtYBrAyu4+FlCyendKt3Jkyfx559/omnTpsjMzHxpu4EDB+L8+fNYvHgxbGxssGzZMrRr1w5XrlyBo6MjACAlJQXt2rWDg4MDwsLCkJGRgY8++gghISE4ffo0pNLin+F59913sXfvXsycORO+vr6IiYnBiRMnCrVr0aJFoQKMi4uLxvcDBgzA9evXsWbNGujq6uLjjz9G165dcf78ecjlxf+czZs3D0FBQfD19VVv27VrF+7fv49u3bph7dq1Lz32dfp1dXXFli1bNLbVqVNH/ef169fj559/xqZNm3D48GG8+eabePDgAczNzQEAO3fuRGxsLMaOHVvo3B9++CHq1q2LadOmwcPDo9gcRERE9PrcrY0woYMRJnTwxJ24VBy5GY+jN+NxIeIp8go4qQ2VjbetEdp4WaFLXVs04EgfIqoBOAUcEVEVlH3vHtKO/4G048eRcfEikJsrOhK9oEBHieMtP4eqQGwOUxt9ONYxh6OPORy9zSDXkYkNVEFCQ0OxdOlSpKWliY5SrIKCAnVhJigoCIaGhvjll1802pw5cwbNmzfHzz//jDfeeAMAkJGRgdq1a+PNN9/EihUrAAALFy7E3Llz8eDBA9jY2AB4NsKocePG2L17N3r16vXSHEeOHEGXLl1w8eJF1KtX76XtXpbxRadPn0ZgYCB+++03dOrUCQBw69Yt1KlTB9u2bUP//v1femxaWhpsbW2xefNmjbwvvk4SiQRLlizBlClTyq3f4cOH4/z58xqjjv6tX79+aNKkCaZOnYq8vDyYmZlh+/btCA4ORmZmJry9vfHtt9+iY8eORR7frl07+Pn5Yfny5S/tg4iIiCpWSlYuTtxJwNGb8Th2+zEep2aLjkRVkJFSjhbulmjrbYU2ntawNdHOWRGIiF4Vp4AjIqqClG5usBjxNpw3boDn6dOo9cUKmPTpDbmVlehoBECakw1DY0Wl96vUl8PN3wpBg73w1qfNMXhOM7R+0xO1/SyrbfHn344dOwaJRILz589rbO/ZsyeCgoLU3z+fNu7q1ato2bIl9PX14evri99++03juIKCAnz66adwcXGBUqmEt7d3saNSilPSqBwAuHTpEiQSiUZhQV9fH61atcLevXs12tWvX19d/AGARo0awcLCQqNdUb755hsEBQUVW/wprQMHDsDU1FQjr5eXFxo0aID9+/cXe+yuXbsAAF27dtXYXprX6XX6LY3s7Gzo/XfqTblcDh0dHWRnP7tptHDhQjRs2PClxR/gWQFpy5YtyMvLe+0sRERE9GqMdRUIrmeHJf3q4+yM9vhlbEtM7uiJhk6mkHJQR43mbWuE0W3csG1UM1yc1RFr3grAgMZOLP4QUY3E+WGIiKo4maEBjDt1gnGnTlCpVMi+eRPpf/2FjLPnkHHhAgqSk0VHrJGM9PKQmlSxfUilEli7GMHRxwJOPuawdjGGlJ9mSy03NxeDBw/GuHHjMHPmTCxatAh9+vRBREQELCwsAABTp07FihUr8MknnyAwMBC//PILRo8ejdzcXHzwwQflnikrKwtSqbTQFGZKpRLh4eHIzMyEnp4esrKyoFQqCx2vVCpx48aNYvs4c+YM3njjDUyYMAEbNmxAdnY22rRpgy+++AKenp4abY8fPw4DAwPk5+ejadOm+M9//oPWrVur99+8eRNeXl6FpsaoU6dOobWC/u3w4cNo2LAhdHXL/kH7dfoFgLt378LExASZmZmoV68eZs6ciZ49e6r3N27cGJs3b0a/fv3w22+/ITk5Gf7+/oiIiMDKlStx4cKFYs8fGBiIhIQEXL58GY0aNSrz9REREVH5kkgk8K1lAt9aJhjb3gNP03Nw5v6T/34l4nZ8Kjj/TfXlbKGPxi7maFLbHK09rFjoISJ6AQtARERaRCKRQLdOHejWqQOL4cOhKihA9u3byDh7FhnnziPj0iXkl3KReHo9hkgFUL4L0eroyWHragw7NxPYupnCxsUYCmXNGNlTEXJycrBw4UIEBwcDeDaCpHbt2jhw4ACGDBmChIQErFy5ElOnTkVoaCgAoFOnTkhISMDcuXPx3nvvQSYr39ffw8MD+fn5uHjxIpo0aQLg2Sikc+fOQaVSISkpCXp6evDw8MB3332nLggBwMOHDxETEwNDw+J/7mJjY7Fhwwb4+Phgy5YtyMnJwccff4zOnTvjxo0b6oJMmzZtMHToUHh4eCA6OhpLly5Fhw4dcPz4cTRv3hwA8PTpU5iamhbqw8zMDImJicXmOHfuXLGjaIrzOv36+/ujcePGqFu3LpKSkvDVV1+hV69e2LlzJ/r27QsAGDduHPbt2wdbW1tIJBIsXLgQLi4u6NOnD95//33Url272D7q1q0LmUyGv/76iwUgIiKiKsjMQAdd69mhaz07AMCTtGz89SARZx8k4lx4Im7GpiKf6wdpJYkE8LIxQpPa5mjsYo6mtc1hbcyCDxHRy7AARESkxSRSKXS9vaHr7Q3zoUMBADkPHyLjwkVkXryIjEsXkXPvPvi4W/nTy3yM1y0AGVvqwtbNBHZuprBzM4G5nQEkHOFTbqRSKTp06KD+3sXFBXp6eoiKigIA/PXXX8jNzUW/fv00jhswYAC2bt2K27dvo06dOuWaqVOnTnBzc8Po0aOxadMmWFtbY+HChbh//z4AqEe8jBw5EitWrMC7776LhQsXIiMjA6NGjYJUKi1xodqCggLk5eXh559/Vk8h5+PjAx8fH4SFhWHEiBEAgDlz5mgc161bN9StWxf/+c9/ymWatZiYGFgJmLZy/PjxGt93794dgYGBmDVrlroAZGJigtOnT+PBgwcwNTWFubk5jhw5gnPnzmHz5s24ffs2Ro0ahStXrqBBgwb49ttv4ebmpj6nXC6HqakpYmJiKvXaiIiI6NVYGCoRXM8Owf8tCKVl5+FixFOcD0/EpcgkXH2UjKQMrrtaFSnlUvjYG6PJf0f4NHI2h4l+5U/HTUSkrVgAIiKqZnScnKDj5ATTXj0BAAXp6ci6dQtZN24g68YNZP9zA9l37kCVyw84r0P3SQQgK36UwIuMLHRh5WgES0dDWDoYwtrZGAamhaf4ovKjp6cHHR0djW06OjrIysoC8GyUCQCNdXZe/L6kkSavQkdHB9u3b8fAgQPVa/TUq1cPEyZMwBdffKGems7Lywvr1q3D+PHjsXnzZgBA7969ERwcjNTU1GL7MDMzg6Ojo8Z1eXl5wcHBAdevX3/pcQYGBggJCVGv3fP8XJGRkYXaPn36FObm5sXmeNk0dqXxOv3+m1QqRZ8+fTBt2jSNEVUSiQSurq4AgLy8PIwfPx5LliyBvr4+hgwZgmbNmmH//v2YNm0ahgwZgtOnT2ucV6lUIjMz85Wuj4iIiMQyVMrR2tMKrT3/97BKZGIGrj1KxrXoZFx9lIJrj5KRmJ4jMGXNY6iUw8fOGHVrGcPX3gR1axnD3coQchmXMCcielUsABERVXNSAwPoN2wI/YYN1dtUubnIvn8fWf/cQNaNf5B94yaybt5EQQk3lul/dB7dApyCCm2XyiUwtzOApYMhLB3+W/BxNIJSj79yy8Pz6ctycjQ/jD99+rTEkTH/9ryQEB8fj1q1aqm3x8XFaewvbwEBAbh16xbu3r0LlUoFDw8PfPDBBwgICIBC8b+nGYcOHYo333wTt2/fhpmZGWrVqoW6deuie/fuxZ6/bt26SElJKXLf8+JXaXl7e+Pw4cNQqVQar+/NmzfVBayXMTc3R1JSUpn6K49+X8WqVatgaWmJAQMGICUlBefOncP69euhr6+P0aNHo169ekhLS9OYfi8pKUldsCMiIiLt52iuD0dzffW0cQAQnZSJq4+Scf1RMq5Fp+De4zREPc3k9HHlwMpICW9bI/jYPyv2+NYygYuFfpnf0xMRUfF4N4qIqAaSKBTQ9fKCrpcX8N+RQiqVCrmPopETEY7chw+RE/EQOQ8fIiciArmRkVDl8Om3F+mmxsLOzQQmNvows9GHqY0+TK31YWKjBxmfUKswDg4OAIAbN24gMDAQAJCQkICLFy8iICCgTOdq0qQJFAoFdu7cCX9/f/X2HTt2/H97dx5VdZ3/cfzFZbsCgsjiDihbbmTigjpmliNHJ0dbTMwFcsayhXQEc9QfQrhUmmPmhEulRqMnI6UsbZxR0tEcc0nNrMQMUUdMEJeuIAh8f38w3PEKYqYz0O35OOeee+/n+/l+vu/7Qc+R+/L7+cjf319hYWG3r/BrODg4KDQ0VJKUn5+v1atXa86cOdX6ubi4qEOHDpKkrKwsZWdnKy4urtax77//fk2bNk2nT59W06ZNJVUGJydPnqx1ji5duqSPPvpIXbt2tbYNGDBAM2bM0ObNm63L6WVnZ2vfvn2aPHlyrXWEh4crJyen1j7XcyvXvVZFRYUyMjLUvn17690/V8vPz9eMGTOUlZVl015UVCSpcl6qxrn6nKKiIoWHh99ULQAA4OeleaMGat6ogaLbN7W2lZSVK/dskb7Lt+ho/iUdzbfou/xL+i7foouXy+qw2vrHzcVRrX3d1drXXW38PNTG111t/CrfNzSzjBsA/C8QAAEAJFV+Ie3SsoVcWraQevWyOWZUVKjs9Ol/B0LHVXo8V1eOH9eVU3kqKyhQWWGhZE9Lyjk6yqlxYzn6+crJz0/OTZrKJaCVnFsFWJ8dPdz134sHcK2q/wnYsmV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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mpl.rcParams['figure.figsize'] = (20.0, 8.0)\n", + "plt.rcParams.update({'font.size': 11})\n", + "\n", + "fig, [ax1, ax2] = plt.subplots(ncols=2)\n", + "\n", + "segment_labels = [f'{row.segment} {row.cnt:>,.0f} ({row.cnt / total_addresses:.1%})' for _, row in\n", + " balances_agg_by_segment_df.iterrows()]\n", + "grade_labels = [f'Grade {int(row.grade)}\\n{row.cnt:>,.0f} ({row.cnt / total_addresses:.1%})' for _, row in\n", + " balances_agg_by_grade_df.iterrows()]\n", + "\n", + "ax1.pie(balances_agg_by_segment_df.cnt, labels=segment_labels)\n", + "ax1.set_title(label='Addresses by Segment')\n", + "\n", + "ax2.pie(balances_agg_by_grade_df.cnt, labels=grade_labels)\n", + "ax2.set_title(label='Addresses by Grade')\n", + "\n", + "plt.show()" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 19, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + } + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/src/extractor_cosmos_sdk_snapshots.py b/src/extractor_cosmos_sdk_snapshots.py index b32cbd9..c501031 100644 --- a/src/extractor_cosmos_sdk_snapshots.py +++ b/src/extractor_cosmos_sdk_snapshots.py @@ -1,9 +1,10 @@ import pandas as pd import json from math import floor +from typing import Optional -def get_coin_balance(balance: list, coin: str = 'uatom', decimals: int = 6) -> float: +def get_coin_balance(balance: list, coin: str, decimals: int) -> float: for _balance_item in balance: if _balance_item['denom'] == coin: return float(_balance_item['amount']) / 10 ** decimals @@ -13,22 +14,22 @@ def get_coin_balance(balance: list, coin: str = 'uatom', decimals: int = 6) -> f def get_osmo_prices(genesis_snapshot: json) -> [dict, pd.DataFrame]: # Get pools data and all denoms from snapshot _pools = genesis_snapshot["app_state"]['gamm']['pools'] - _pool_denoms = [pool['totalShares']['denom'] for pool in _pools] - _token_denoms = [token['token']['denom'] for pool in _pools for token in pool['poolAssets']] + _pool_denoms = [pool['total_shares']['denom'] for pool in _pools] + _token_denoms = [token['token']['denom'] for pool in _pools for token in pool['pool_assets']] _denoms = set(_token_denoms + _pool_denoms) _price_df = pd.DataFrame(columns=_denoms, index=_denoms) _osmo_price_dict = {} for _pool in _pools: - _pool_denom = _pool['totalShares']['denom'] - _pool_supply = int(_pool['totalShares']['amount']) - _pool_assets = _pool['poolAssets'] + _pool_denom = _pool['total_shares']['denom'] + _pool_supply = int(_pool['total_shares']['amount']) + _pool_assets = _pool['pool_assets'] _item_denoms = [token['token']['denom'] for token in _pool_assets] _item_amounts = [int(token['token']['amount']) for token in _pool_assets] for _denom1, _amount1 in zip(_item_denoms, _item_amounts): - _price_df.loc[_pool_denom, _denom1] = _amount1 / _pool_supply * 2 + _price_df.loc[_pool_denom, _denom1] = _amount1 / _pool_supply * 2 if _pool_supply > 0 else 0 _price_df.loc[_denom1, _pool_denom] = _pool_supply / _amount1 / 2 for _denom2, _amount2 in zip(_item_denoms, _item_amounts): _price_df.loc[_denom2, _denom1] = _amount1 / _amount2 @@ -57,7 +58,7 @@ def get_osmo_prices(genesis_snapshot: json) -> [dict, pd.DataFrame]: return _osmo_price_dict, _price_df -def get_liquidity_from_balance(balances: list, price_dict: dict, decimals: int = 6) -> float: +def get_liquidity_from_balance(balances: list, price_dict: dict, decimals: int) -> float: _amount = 0.0 for _balance in balances: if _balance['denom'][:10] == 'gamm/pool/': @@ -65,19 +66,19 @@ def get_liquidity_from_balance(balances: list, price_dict: dict, decimals: int = return _amount / 10 ** decimals -def get_liquidity(genesis_snapshot: json) -> pd.DataFrame: +def get_liquidity(genesis_snapshot: json, decimals: int) -> pd.DataFrame: _osmo_price_dict, _ = get_osmo_prices(genesis_snapshot=genesis_snapshot) # Get balance of unstaked pools coins _available_balances_df = pd.DataFrame(genesis_snapshot["app_state"]['bank']['balances']) _available_balances_df['unstaked_liquidity'] = _available_balances_df['coins'].map( - lambda x: get_liquidity_from_balance(balances=x, price_dict=_osmo_price_dict)) + lambda x: get_liquidity_from_balance(balances=x, price_dict=_osmo_price_dict, decimals=decimals)) _available_balances_df = _available_balances_df.groupby('address')['unstaked_liquidity'].agg(sum).reset_index() # Get balance of staked pools coins _lockup_df = pd.DataFrame(genesis_snapshot["app_state"]['lockup']['locks']) _lockup_df['staked_liquidity'] = _lockup_df['coins'].map( - lambda x: get_liquidity_from_balance(balances=x, price_dict=_osmo_price_dict)) + lambda x: get_liquidity_from_balance(balances=x, price_dict=_osmo_price_dict, decimals=decimals)) _lockup_df.rename(columns={'owner': 'address'}, inplace=True) _lockup_df = _lockup_df.groupby('address')['staked_liquidity'].agg(sum).reset_index() @@ -90,16 +91,16 @@ def get_liquidity(genesis_snapshot: json) -> pd.DataFrame: return _liquidity_df[_liquidity_df.liquidity > 0] -def get_available_balances(genesis_snapshot: json, coin: str) -> pd.DataFrame: +def get_available_balances(genesis_snapshot: json, coin: str, decimals: int) -> pd.DataFrame: _available_balances_df = pd.DataFrame(genesis_snapshot["app_state"]['bank']['balances']) _available_balances_df.loc[:, 'available_coin'] = _available_balances_df.coins.map( - lambda x: get_coin_balance(balance=x, coin=coin)) + lambda x: get_coin_balance(balance=x, coin=coin, decimals=decimals)) _available_balances_df = _available_balances_df[_available_balances_df.available_coin != 0] _available_balances_df['address'] = _available_balances_df['address'].map(lambda x: x.lower()) return _available_balances_df.groupby('address')['available_coin'].agg(sum).reset_index() -def get_delegated_balances(genesis_snapshot: json, decimals: int = 6) -> pd.DataFrame: +def get_delegated_balances(genesis_snapshot: json, decimals: int) -> pd.DataFrame: _delegated_balances_df = \ pd.DataFrame(genesis_snapshot["app_state"]['staking']['delegations'])[['delegator_address', 'shares']] \ .rename(columns={'delegator_address': 'address'}) @@ -109,7 +110,7 @@ def get_delegated_balances(genesis_snapshot: json, decimals: int = 6) -> pd.Data return _delegated_balances_df.groupby('address')['delegated_coin'].agg(sum).reset_index() -def get_unbonding_delegations(genesis_snapshot: json, decimals: int = 6) -> pd.DataFrame: +def get_unbonding_delegations(genesis_snapshot: json, decimals: int) -> pd.DataFrame: return pd.DataFrame( [[unbonding_delegation['delegator_address'].lower(), sum([float(entry['balance']) for entry in unbonding_delegation['entries']]) / 10 ** decimals] @@ -117,48 +118,57 @@ def get_unbonding_delegations(genesis_snapshot: json, decimals: int = 6) -> pd.D columns=['address', 'unbonding_coin']).groupby('address')['unbonding_coin'].agg(sum).reset_index() -def get_balances(snapshot_url: str, coin: str) -> pd.DataFrame: +def get_balances(snapshot_url: str, coin: str, decimals: int = 6, balances_items: Optional[list] = None, + rounded_function=None) -> pd.DataFrame: + if balances_items is None: + balances_items = ['available', 'delegated', 'unbonding', 'liquidity'] + if rounded_function is None: + rounded_function = lambda x: floor(x) + 0.5 if x > 1 else 0.5 + with open(snapshot_url) as _f: _genesis_snapshot = json.load(_f) # Get Available, Delegated balances and Unbonding delegations - _available_balances_df = get_available_balances(genesis_snapshot=_genesis_snapshot, coin=coin) - _delegated_balances_df = get_delegated_balances(genesis_snapshot=_genesis_snapshot) - _unbonding_delegations_df = get_unbonding_delegations(genesis_snapshot=_genesis_snapshot) + _balances_df = pd.DataFrame(columns=['address']) + if 'available' in balances_items: + _available_balances_df = get_available_balances(genesis_snapshot=_genesis_snapshot, coin=coin, + decimals=decimals) + _balances_df = _balances_df.merge( + _available_balances_df[['address', 'available_coin']], + how='outer', + on='address').fillna(0) + if 'delegated' in balances_items: + _delegated_balances_df = get_delegated_balances(genesis_snapshot=_genesis_snapshot, decimals=decimals) + _balances_df = _balances_df.merge( + _delegated_balances_df[['address', 'delegated_coin']], + how='outer', + on='address').fillna(0) + if 'unbonding' in balances_items: + _unbonding_delegations_df = get_unbonding_delegations(genesis_snapshot=_genesis_snapshot, decimals=decimals) + _balances_df = _balances_df.merge( + _unbonding_delegations_df[['address', 'unbonding_coin']], + how='outer', + on='address').fillna(0) # Get module and pool addresses _module_addresses_list = \ [item['base_account']['address'] for item in _genesis_snapshot['app_state']['auth']['accounts'] if item['@type'] in ('/cosmos.auth.v1beta1.ModuleAccount', '/osmosis.gamm.v1beta1.Pool')] - # Merge Available and Delegated balances - _balances_df = \ - _available_balances_df[['address', 'available_coin']].merge( - _delegated_balances_df[['address', 'delegated_coin']], - how='outer', - on='address' - ).merge( - _unbonding_delegations_df[['address', 'unbonding_coin']], - how='outer', - on='address' - ).fillna(0) - # Add Osmosis liquidity - if coin == 'uosmo': - _liquidity_df = get_liquidity(genesis_snapshot=_genesis_snapshot) + if coin == 'uosmo' and 'liquidity' in balances_items: + _liquidity_df = get_liquidity(genesis_snapshot=_genesis_snapshot, decimals=decimals) _balances_df = \ _balances_df.merge( _liquidity_df, how='outer', on='address' ).fillna(0) - _balances_df.loc[:, 'balance_coin'] = _balances_df[ - ['available_coin', 'delegated_coin', 'unbonding_coin', 'liquidity']].sum(axis=1) - else: - _balances_df.loc[:, 'balance_coin'] = _balances_df[['available_coin', 'delegated_coin', 'unbonding_coin']].sum( - axis=1) + + _balances_df.loc[:, 'balance_coin'] = \ + _balances_df.drop(columns=['address']).sum(axis=1) # Round balance and remove module, pool addresses - _balances_df.loc[:, 'balance_coin_rounded'] = \ - _balances_df.balance_coin.map(lambda x: floor(x) + 0.5 if x > 1 else 0.5) + _balances_df.loc[:, 'balance_coin_rounded'] = _balances_df.balance_coin.map(rounded_function) + return _balances_df[~_balances_df['address'].isin(_module_addresses_list)] diff --git a/src/utils_charts.py b/src/utils_charts.py index f663512..c37b9d0 100644 --- a/src/utils_charts.py +++ b/src/utils_charts.py @@ -74,7 +74,7 @@ def calculate_and_display_rules( HTML( pd.DataFrame(df_data, columns=['Grade', 'Rule', 'Addresses', 'Percentage of Addresses']) - .to_html(index=False, notebook=True, show_dimensions=False))) + .to_html(index=False, notebook=True, show_dimensions=False))) return boundaries @@ -121,7 +121,7 @@ def show_distribution_chart( # Distribution bar chart ax.plot(distribution_df[distribution_df[value_column] < max_show_value][value_transform_column], distribution_df[distribution_df[value_column] < max_show_value][address_transform_column], - color='blue', marker='o', linestyle='dashed', linewidth=1, markersize=4) + color='blue', marker='o', linestyle='dashed', linewidth=0, markersize=4) ax.set_title(chart_title, fontsize=18) ax.set_ylabel(address_chart_label, fontsize=16) From c75d9383fb3e43b1a94a5d8709798f4fff4cea2f Mon Sep 17 00:00:00 2001 From: Snedashkovsky Date: Wed, 21 Dec 2022 15:04:56 +0800 Subject: [PATCH 2/8] - Add calculations of Pussy Gift distribution --- pussygift.ipynb | 101 +++++++++++++++++++++++++++++++++++++++++++----- 1 file changed, 92 insertions(+), 9 deletions(-) diff --git a/pussygift.ipynb b/pussygift.ipynb index cc47a51..cb8007e 100644 --- a/pussygift.ipynb +++ b/pussygift.ipynb @@ -808,7 +808,7 @@ { "cell_type": "markdown", "source": [ - "### Create Distribution Table" + "### Aggregate data" ], "metadata": { "collapsed": false @@ -816,7 +816,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 27, "outputs": [], "source": [ "balances_df = pd.concat(\n", @@ -838,13 +838,13 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 28, "outputs": [ { "data": { "text/plain": "segment grade\nTerra 1.0 396305\nCosmosHub 1.0 320021\nOsmosis 1.0 116719\nEvmos 1.0 97152\nJuno 1.0 94899\nUmee 1.0 69058\nCosmosHub 2.0 54315\nTerra 2.0 44123\nStargaze 1.0 36815\nChiHuaHua 1.0 19614\nOsmosis 2.0 13119\nEvmos 2.0 11124\nJuno 2.0 10410\nUmee 2.0 7782\nBostrom 1.0 6254\nDesmos 1.0 6124\nCosmosHub 3.0 5443\nGravity 1.0 5191\nTerra 3.0 4979\nStargaze 2.0 4158\nChiHuaHua 2.0 2217\nOsmosis 3.0 1313\nEvmos 3.0 1114\nJuno 3.0 1034\nUmee 3.0 778\nBostrom 2.0 704\nDesmos 2.0 695\nGravity 2.0 589\nStargaze 3.0 416\nChiHuaHua 3.0 223\nBostrom 3.0 71\nDesmos 3.0 69\nGravity 3.0 60\ndtype: int64" }, - "execution_count": 16, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -858,14 +858,14 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 29, "outputs": [ { "data": { "text/plain": "grade 1.0 2.0 3.0\nsegment \nBostrom 6254 704 71\nChiHuaHua 19614 2217 223\nCosmosHub 320021 54315 5443\nDesmos 6124 695 69\nEvmos 97152 11124 1114\nGravity 5191 589 60\nJuno 94899 10410 1034\nOsmosis 116719 13119 1313\nStargaze 36815 4158 416\nTerra 396305 44123 4979\nUmee 69058 7782 778", "text/html": "
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grade1.02.03.0
segment
Bostrom625470471
ChiHuaHua196142217223
CosmosHub320021543155443
Desmos612469569
Evmos97152111241114
Gravity519158960
Juno94899104101034
Osmosis116719131191313
Stargaze368154158416
Terra396305441234979
Umee690587782778
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" }, - "execution_count": 17, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -881,7 +881,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 30, "outputs": [ { "name": "stdout", @@ -911,6 +911,8 @@ "total_addresses = len(balances_df[['segment', 'grade']])\n", "print(f\"Total addresses {total_addresses:>,}\")\n", "\n", + "balances_agg_by_segment_and_grade_df = balances_df[['segment', 'grade']].value_counts().reset_index().rename(\n", + " columns={0: 'cnt'})\n", "balances_agg_by_segment_df = balances_df[['segment']].value_counts().reset_index().rename(columns={0: 'cnt'})\n", "balances_agg_by_grade_df = balances_df[['grade']].value_counts().reset_index().rename(columns={0: 'cnt'})\n", "display(HTML(balances_agg_by_segment_df.to_html(index=False, notebook=True, show_dimensions=False)),\n", @@ -922,7 +924,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 31, "outputs": [ { "data": { @@ -956,9 +958,90 @@ "collapsed": false } }, + { + "cell_type": "markdown", + "source": [ + "## Gift per Address" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 32, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total Gift Size: 9.5e+17\n" + ] + } + ], + "source": [ + "gift_per_segment = {\n", + " 'Bostrom': 20e16,\n", + " 'ChiHuaHua': 4e16,\n", + " 'CosmosHub': 17e16,\n", + " 'Desmos': 2e16,\n", + " 'Evmos': 10e16,\n", + " 'Gravity': 2e16,\n", + " 'Juno': 8e16,\n", + " 'Osmosis': 10e16,\n", + " 'Stargaze': 5e16,\n", + " 'Terra': 12e16,\n", + " 'Umee': 5e16\n", + "}\n", + "total_gift_size = sum(gift_per_segment.values())\n", + "print(f'Total Gift Size: {total_gift_size}')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 33, + "outputs": [ + { + "data": { + "text/plain": "", + "text/html": "
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segmentcntshare_of_addressesgift_amountgift_per_address_avggift_per_address_grade_1cnt_grade_1gift_per_address_grade_2cnt_grade_2gift_per_address_grade_3cnt_grade_3
CosmosHub5443970.2869661.700000e+173.122721e+111.770717e+113200211.043297e+12543151.041093e+135443
Terra4473050.2357861.200000e+172.682733e+111.009324e+113963059.065567e+11441238.033742e+124979
Evmos2454730.1293951.000000e+174.073768e+113.431050e+11971522.996524e+12111242.992220e+131114
Osmosis2291830.1208081.000000e+174.363325e+112.855862e+111167192.540844e+12131192.538715e+131313
Juno1996500.1052418.000000e+164.007012e+112.810005e+11948992.561639e+12104102.578981e+131034
Umee870510.0458875.000000e+165.743759e+112.413430e+11690582.141695e+1277822.142245e+13778
Stargaze675240.0355945.000000e+167.404775e+114.527140e+11368154.008337e+1241584.006410e+13416
ChiHuaHua480800.0253444.000000e+168.319468e+116.797865e+11196146.014133e+1222175.979073e+13223
Gravity104890.0055292.000000e+161.906759e+121.284274e+1251911.131862e+135891.111111e+1460
Desmos95830.0050512.000000e+162.087029e+121.088613e+1261249.592326e+126959.661836e+1369
Bostrom83450.0043992.000000e+172.396645e+131.065984e+1362549.469697e+137049.389671e+1471
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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "balances_agg_by_segment_df.loc[:, 'share_of_addresses'] = balances_agg_by_segment_df.cnt / sum(\n", + " balances_agg_by_segment_df.cnt)\n", + "balances_agg_by_segment_df.loc[:, 'gift_amount'] = balances_agg_by_segment_df.segment.map(\n", + " lambda segment: gift_per_segment[segment])\n", + "balances_agg_by_segment_df.loc[:, 'gift_per_address_avg'] = balances_agg_by_segment_df.apply(\n", + " lambda row: gift_per_segment[row.segment] / row.cnt,\n", + " axis=1)\n", + "\n", + "for i in range(1, 4):\n", + " balances_agg_by_segment_df.loc[:, f'gift_per_address_grade_{i}'] = balances_agg_by_segment_df.apply(\n", + " lambda row: gift_per_segment[row.segment] / 3 / balances_agg_by_segment_and_grade_df[\n", + " (balances_agg_by_segment_and_grade_df.segment == row.segment) & (\n", + " balances_agg_by_segment_and_grade_df.grade == i)].cnt.values[0],\n", + " axis=1)\n", + " balances_agg_by_segment_df.loc[:, f'cnt_grade_{i}'] = balances_agg_by_segment_df.apply(\n", + " lambda row: balances_agg_by_segment_and_grade_df[\n", + " (balances_agg_by_segment_and_grade_df.segment == row.segment) & (\n", + " balances_agg_by_segment_and_grade_df.grade == i)].cnt.values[0],\n", + " axis=1)\n", + "display(HTML(balances_agg_by_segment_df.to_html(index=False, notebook=True, show_dimensions=False)))" + ], + "metadata": { + "collapsed": false + } + }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 21, "outputs": [], "source": [], "metadata": { From fad5b50b56df297c876830c4e5a03b1a7afd8cef Mon Sep 17 00:00:00 2001 From: Snedashkovsky Date: Fri, 23 Dec 2022 12:36:43 +0800 Subject: [PATCH 3/8] - Update calculations of Pussy Gift distribution (change distribution between blockchains) - Update of rules displaying (formatting) - Update charts (move to real logarithmic scale) --- pussygift.ipynb | 204 ++++++++++++++------------ src/extractor_cosmos_sdk_snapshots.py | 5 +- src/utils_charts.py | 21 ++- 3 files changed, 128 insertions(+), 102 deletions(-) diff --git a/pussygift.ipynb b/pussygift.ipynb index cb8007e..cf87245 100644 --- a/pussygift.ipynb +++ b/pussygift.ipynb @@ -16,7 +16,7 @@ "source": [ "import pandas as pd\n", "import numpy as np\n", - "from math import log10\n", + "from math import log10, floor\n", "from typing import Optional\n", "import matplotlib.pyplot as plt\n", "import matplotlib as mpl\n", @@ -34,7 +34,12 @@ "execution_count": 2, "outputs": [], "source": [ - "initial_boundary_dict = {\n", + "TOTAL_GIFT_SIZE = 95e16\n", + "GIFT_PER_SEGMENT = {\n", + " 'Bostrom': 10e16,\n", + " 'Desmos': 10e16\n", + "}\n", + "INITIAL_BOUNDARY_DICT = {\n", " 'atom': 0.1,\n", " 'luna': 1,\n", " 'osmo': 1,\n", @@ -78,13 +83,23 @@ " balances_items=None) -> [pd.DataFrame, list]:\n", " if balances_items is None:\n", " balances_items = ['delegated']\n", - " _balances_df = get_balances(snapshot_url=snapshot_url, coin=coin, decimals=decimals, balances_items=balances_items)\n", - " _balances_agg_df = _balances_df.groupby('balance_coin_rounded')['address'].agg(\n", - " [('number_of_addresses', np.count_nonzero)]).reset_index()\n", + " # if initial_boundary < 1:\n", + " # rounded_function = lambda x: floor(10 ** (round(log10(x), 2)) * 10) / 10 if x > 0.1 else 0.05\n", + " # else:\n", + " # rounded_function = None\n", + "\n", + " _balances_df = get_balances(snapshot_url=snapshot_url, coin=coin, decimals=decimals,\n", + " balances_items=balances_items) #,\n", + " # rounded_function=rounded_function)\n", + "\n", + " _balances_agg_df = _balances_df.groupby('balance_coin').agg(\n", + " number_of_addresses=('address', np.count_nonzero),\n", + " balance_coin_rounded=('balance_coin_rounded', np.max)).reset_index()\n", "\n", " _boundaries = grade_boundaries_analysis(\n", " distribution_df=_balances_agg_df,\n", - " value_column='balance_coin_rounded',\n", + " value_column='balance_coin',\n", + " chart_value_column='balance_coin_rounded',\n", " address_column='number_of_addresses',\n", " address_chart_label='Number of Addresses, log10',\n", " value_chart_label=f'{coin_for_display} Balance, log10',\n", @@ -162,7 +177,7 @@ { "data": { "text/plain": "", - "text/html": "
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GradeRuleAddressesPercentage of Addresses
110000 < HUAHUA Balance <= 1775462.01974289.0
21775462.0 < HUAHUA Balance <= 25416030.0221710.0
325416030.0 < HUAHUA Balance2231.0
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" + "text/html": "
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GradeRuleAddressesPercentage of Addresses
110,000 < HUAHUA Balance <= 1,805,21519,62789.0
21,805,215 < HUAHUA Balance <= 25,590,9432,20510.0
325,590,943 < HUAHUA Balance2221.0
\n
" }, "metadata": {}, "output_type": "display_data" @@ -170,7 +185,7 @@ { "data": { "text/plain": "
", - "image/png": 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}, "metadata": {}, "output_type": "display_data" @@ -181,8 +196,8 @@ " snapshot_url=\"data/pussy/chihuahua_4890535.json\",\n", " coin='uhuahua',\n", " coin_for_display='HUAHUA',\n", - " initial_boundary=initial_boundary_dict['huahua'],\n", - " max_show_value=100_000_000,\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['huahua'],\n", + " max_show_value=10_000_000_000,\n", " segment='ChiHuaHua')" ], "metadata": { @@ -214,7 +229,7 @@ { "data": { "text/plain": "", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
110000 < BOOT Balance <= 1374699066.0626289.0
21374699066.0 < BOOT Balance <= 144305883038.070410.0
3144305883038.0 < BOOT Balance711.0
\n
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GradeRuleAddressesPercentage of Addresses
110,000 < BOOT Balance <= 1,383,480,8196,25689.0
21,383,480,819 < BOOT Balance <= 144,305,883,03870210.0
3144,305,883,038 < BOOT Balance711.0
\n
" }, "metadata": {}, "output_type": "display_data" @@ -222,7 +237,7 @@ { "data": { "text/plain": "
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}, "metadata": {}, "output_type": "display_data" @@ -233,8 +248,8 @@ " snapshot_url=\"data/pussy/bostrom_4939850.json\",\n", " coin='boot',\n", " coin_for_display='BOOT',\n", - " initial_boundary=initial_boundary_dict['boot'],\n", - " max_show_value=10_000_000_000_000,\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['boot'],\n", + " max_show_value=200_000_000_000_000,\n", " segment='Bostrom',\n", " decimals=0)" ], @@ -267,7 +282,7 @@ { "data": { "text/plain": "", - "text/html": "
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GradeRuleAddressesPercentage of Addresses
130 < DSM Balance <= 2112.0616589.0
22112.0 < DSM Balance <= 142856.069410.0
3142856.0 < DSM Balance701.0
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GradeRuleAddressesPercentage of Addresses
130 < DSM Balance <= 2,1256,12989.0
22,125 < DSM Balance <= 142,85669010.0
3142,856 < DSM Balance691.0
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}, "metadata": {}, "output_type": "display_data" @@ -286,7 +301,7 @@ " snapshot_url=\"data/pussy/desmos_6121401.json\",\n", " coin='udsm',\n", " coin_for_display='DSM',\n", - " initial_boundary=initial_boundary_dict['dsm'],\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['dsm'],\n", " max_show_value=1_000_000_000_000,\n", " segment='Desmos')" ], @@ -319,7 +334,7 @@ { "data": { "text/plain": "", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
1100 < GRAV Balance <= 14022.0524289.0
214022.0 < GRAV Balance <= 876552.058910.0
3876552.0 < GRAV Balance601.0
\n
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GradeRuleAddressesPercentage of Addresses
1100 < GRAV Balance <= 14,2405,19889.0
214,240 < GRAV Balance <= 930,75458410.0
3930,754 < GRAV Balance581.0
\n
" }, "metadata": {}, "output_type": "display_data" @@ -327,7 +342,7 @@ { "data": { "text/plain": "
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NGjTIWLZsmZGVlWUYhmGcPHnSmDFjhuvftVmzZrmd44knnjAkM8mcmprq6pebm2scOHDAeOutt4y77rrLrc/bb79tSDIiIiKMOXPmuObavLw848iRI4bD4TBGjRpV5LkMttcuAACo/EjIAACAaqu0CRnDMIwOHTq43lgvyFsC5ciRI67HPa3O8Ka0CRlJxqRJk4pt60tCpn79+saRI0eK9P3pp59cnxwv/EZ5MCRknG+Q9u/fv8ibp4ZhGJ999pnr/B9//LHH8xeXZHCuPiqcPPCFc4VK+/bt3d5Ad/rxxx9dCYyCK4KcypKQ2b59u+vannzyyVL398RbsuLcuXPG0qVLjS5durjO6XA4vI4zePBgQ5Ixbdo0t8dff/11Q5Jx4YUXeuz36quvuj4V70y8FXT8+HEjIiLCkGRMnTq19Bdo5F9jRESE26qkgm9Ex8fHG08++aTH15svrrnmGkOS8cQTTxQ5VtJqsOI8++yzhiTj8ssvL3KsrK/1W265xTVPOBM5JcnNzXXNm6+++qrXdsOHDzckGRMnTnQ95u/8WZKC82tcXJzHlWPffPONq81HH33kdmzWrFmGJKNFixYef/4LFixwJUR+/fVXv2K8/fbbDUnG+PHjPcZVp04dV6KloNWrV7viLryS0zDMhEu/fv1cbQonBD788EPXsW+//bZI/4yMDFeioaSETM+ePb3+fkybNs31Gj937pzHNg6Hw5BkNGjQwJUUMgzDuPrqq0s9p02YMKHYBKonwfjaBQAAlR81ZAAAAErBWYuicA0Zb2rXrq2QEPO/XIcOHbIsrpCQED3yyCNlHueee+5Ro0aNijzesWNHjRo1SpJZvyOYbNiwwVVU/S9/+YtCQ0OLtLn22mvVs2dPSdL777/vday//OUvHh8fMWKEJLMuxNmzZ32O7eTJk1qyZIkkafLkyapVq1aRNhdddJGSkpJKjM0fx44dc31fXB2Va665Rk2aNCnyNXHiRK99PvzwQ1e7xo0bKzIyUoMHD9bGjRslSffff7+uu+46j3137tzpqjXhrAvjdMMNNygyMlJbtmzRypUri/S98cYbVatWLRmGoXnz5hU5/v777ysrK0shISFu9Zb8kZWVpSNHjri+CtYUOX78uH799ddSvR4KuuaaayRJ33//fZli9DbuqlWrlJub67VdaV/rGRkZ+vDDDyVJjz76qFq2bOlTPMuXL9f27dvVoEED3XnnnV7bOesHOX9fpPKZPydPnqzIyMgij19xxRXq06ePpKJz3m233aZatWpp//79WrRoUZG+r7/+uiQpKSlJDRo0KHVMZ86c0UcffSQp/3lxuuyyy9SiRQudPHlSDoejSF9nrC1btnTV5yooNDRUjz/+uNdzO/v37dtXl19+eZHjtWrV0pQpU3y6jsmTJ3ucj6X8+lGTJk1SjRo1PLa57rrrFBMTo6NHj7rVrqlTp46k0r0mnH0OHz7sc59gf+0CAIDKiYQMAACAhSIjI11val111VX661//qtWrV+vcuXMBPU/79u09JlJK67LLLivx2IYNG3T+/PkynytQ1q5dK0kKCwvTwIEDvba78sor3doXVq9ePa9F7Js1a+b6vqSC5wX9+OOPMgxDkvkGb0mxVdRze+zYMbfEg/Prt99+89qnYLLil19+cb35Hx4eLofDoRdeeMFV2LuwuXPnyjAM9e/f31Vg3ikmJsaVyPFUZDsmJsaVHJw/f77y8vLcjjsLnl9++eVq3bq1T9fvzW233SbD3FVAhmEoLy9Px44d02effaZGjRpp5syZ6tu3r3799VeP/f/3v//p3nvvVUJCgmJiYlxF3m02m+69915J0v79+0sd15EjR2S329W7d2/Vr19fYWFhrnE7deokSTp79qzX16o/r/W1a9e6XpvXXnutz7GuWLFCkvTbb7+pWbNmHhN/TZo00V133SVJ2rNnj6tvecyfvsx5heeMOnXqaPTo0ZLyky9Oe/bs0TfffCNJuvvuu/2K6cMPP1RGRobatGmjAQMGuB0LCQlxJTE9/X44Yx00aJDX378BAwYoLCzM4zFnf1+el5L07dvX4+MHDhxw/ZzvuOMOr6+Jpk2b6syZM5LcXxe/+93vJEkvvfSSbrrpJi1cuFBHjx4tNpZhw4bJZrPps88+09VXX633339fBw8eLLZPsL92AQBA5URCBgAAoBScK2Pq16/vc585c+YoMTFRv/76q5544gn16tVLtWvXVr9+/fTss8/6vNqmOIFIxkhS8+bNSzyWk5MTkJgD5ZdffpEkNWjQQOHh4V7btWjRwq19YbVr1/bat+Cbl6VJmBQ8V3HPrTO2QD+3BV+nxY37ww8/uCUeiktsORVMVmRlZSk9PV233367srOzdc8992jTpk0e++Xl5blWthT+9H/BsSXpo48+cr0hW9Add9whyXwD9F//+pfr8Q0bNrg+Se9sE0g2m0316tXTtddeq6+++koxMTFKT0/3uDrtpZdeUvfu3fXPf/5T6enpOnPmjGJjY9W4cWM1btxYMTExksyVJ6WxatUqXXjhhZo2bZp++OEHHT9+XJGRkWrUqJEaN27stiLD29j+vNYLriwoTaLL+ab3+fPnPSb9nF/O5E9mZqZbf6vnT1/mPE9zxj333CNJWrRokQ4cOOAWb15enuLj4zVo0CC/YnImWm655RaPSRXn78fSpUu1a9cut2POWIu7roiICK//hvnS3zlflcTbv0sFEyFHjx4t9nXhTLgWXK01ZswYTZw4UTabTR988IFGjhyphg0bqkOHDrrvvvvcVtM49evXT88884xq1qypr776SmPGjFHz5s1dK4mWLl3qNc5gfe0CAIDKiYQMAACAj86cOaOdO3dKktq1a+dzv1atWunHH3/UV199pfvvv18XX3yx8vLytGLFCk2ZMkXt27fXv//97zLF5m1bGFRvrVu3VlRUlCQpLS3NsvOEh4erS5cuevPNNzVu3Dj98ssvGjVqVJE3KCVzWx/nqpA777zTtbKj4NdVV10lyX3rpoIGDBigDh06SDJX2zg5v69Xr57X7dICpUWLFq44P/roI+Xk5LiObd68WQ888IDy8vJ0/fXX67///a+ysrJ04sQJHT58WIcPH9aMGTMkybWCyhc5OTm66aabdPLkSXXr1k2LFi3SqVOndPr0aR05ckSHDx/WDz/84GpfmrFL4m21RUmcK6cuvfRSt6RfcV8Flcf86Y+ePXuqe/fuys3NdSVQcnNzXa9B56qJ0tq8ebNWrVolSZo+fbrH348LL7xQkvnzLfj6Dzbe/l0quJXe5s2bfXpNFN5+cNasWdq6dauefPJJXX311apTp45+/vlnvfzyy+rRo4ceeOCBIuedPHmydu3apZkzZ+q6665To0aNtH//fs2bN0+XXXaZrr/+erckZFV97QIAgIpFQgYAAMBHX331lesNmtJ+8jkkJERDhw7VCy+8oLVr1+r48eN699131apVK504cUJjxowJiq1MCn7S29uxsLAwt3okzk/UZ2Vlee1b3NZXZeX8FPbRo0eVnZ3ttZ0zCRCo1US+KHiu4ramch4r/NyWVY0aNdS/f39J0rfffusxQRJoM2bMUGxsrLZs2aJZs2YVOe5pm6XieGs/fvx4SdInn3yikydP6vz583rnnXckSTfffHOxq6UCxblSJCMjw23bsgULFig3N1cdO3bUBx98oEsuuUQ1a9Z061uaWhZOq1at0p49exQaGqovvvhCV199dZHVLv6M64smTZq4vi+4NZOv/UrTpzAr509f5jxvc4Zzlcybb76pvLw812qZ8PBw1yqW0irt78e8efPctu1zxlrcdWVnZ7vVlyrIl/7FHfOFv6+lwtq3b6/HHntMixYt0rFjx7Rq1SpXIvaFF17QZ599VqRPs2bN9MADD+iTTz7RkSNHtGHDBld9mAULFuif//xnkTiD9bULAAAqJxIyAAAAPjh37pyefPJJSVJsbGyZP31fu3ZtjRkzxvXm25EjR5Senu467iwGLAX2U+4l8bRtS+FjCQkJbkWY69atK8nc6sZbQmT16tVex3Veq7/X2aNHD0nm6oHvvvvOa7tvv/1WknTJJZf4dR5/dO/e3XV9BbfWKswZW2JiotcC1/667777JJlbls2ePTugY3tSt25d16fTn376abc6JL/++qvrTdIFCxbo9OnTXr/++9//SpJWrlyprVu3FjnPbbfdptDQUGVlZem9997TZ5995qojYcV2ZZ4UTLI5VyJJ0r59+ySZP8+Cv8sFOX/mpeEct2HDhl63lPJnXF/06NHDlVT6/PPPfe7nrCNy+PBhr/WbSquk+bM0fJnznHNMYWPGjFFMTIz27NmjJUuWuOrJJCUluW0d56vz58/r7bfflmQmNov7/di/f7/CwsK0b98+V82agrF+9913XufU5cuXu63oKsjZv7jnpayrOtq0aeN6/ZbmtVSckJAQ9erVSwsWLFCrVq0kye158aZr1656/fXXXa/Tgn2C/bULAAAqJxIyAAAAJcjMzNS4ceO0fv16SdJjjz2mOnXq+NS3pE++RkZGur4v+Mats76EJJ08edL3YMvolVde8VgceevWrVqwYIEkuYpZOyUmJkoyEyqffPJJkb6ZmZmaOXOm13M6r9Xf60xISHAVMp8+fbrbdjhOixYtciWFbrrpJr/O4486depo6NChkqRnn33WrQ6C0//+9z+lpqZaFtvvfvc7V3Hpv/zlLx5/RoF2//33Kzo6WqdOndJzzz3nevztt9/W+fPnFRsbq2uvvVbR0dFevy655BLX1kyeVg00bdpUw4YNk2RuVebcuql79+6u16SVjh496nrztkOHDm6/s7GxsZKk9PR0j2+KL168WMuWLSv1OZ3jOmtXFLZ//369+OKLpR7XF7Vq1dKNN94oyUy0OZNDJRk8eLDat28vSXrwwQdLnBML1tXwd/4sjeeee87j6r6lS5e6iroXnvOcoqKidOutt0oy555FixZJku6++26/Yvn888/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GqlWrPJ+vWbPGMAzDOHDggCfhNGzYMGPJkiVGZWWlYRiGsXfvXuOhhx7y/Ls2a9Ysr3PcfffdhuRKMpeUlHj2q6mpMbZu3Wo899xzxnXXXee1z/PPP29IMtLT043Zs2d7xtra2lpj586dhtPpNEaPHt2oLmOt7QIAgPhHQgYAACSsUBMyhmEYRx99tOfGen3+Eig7d+70vO/r6Qx/Qk3ISDImTZoUcNtgEjLt27c3du7c2Wjfb775xvPN8YY3ymMhIeO+QXrqqac2unlqGIbx5ptves7/2muv+Tx/oCSD++mjhsmDYLifUOnTp4/XDXS3L7/80pPAqP9EkFs4CZm1a9d6ynbPPfeEvL8v/pIVhw4dMhYvXmwcf/zxnnM6nU6/xxk+fLghyZg2bZrX+0899ZQhyTjmmGN87vfEE094vhXvTrzV99NPPxnp6emGJGPq1KmhF9CoK2N6errXU0n1b0Tn5eUZ99xzj8/2FozzzjvPkGTcfffdjT5r6mmwQB544AFDknH66ac3+izctn755Zd7xgl3IqcpNTU1nnHziSee8LvdBRdcYEgybrnlFs97ZsfPptQfX3Nzc30+Ofb+++97tnn11Ve9Pps1a5YhyejevbvP6z9//nxPQuTHH380FePVV19tSDImTJjgM662bdt6Ei31LVu2zBN3wyc5DcOVcBk8eLBnm4YJgVdeecXz2QcffNBo//Lyck+ioamEzMCBA/32j2nTpnna+KFDh3xu43Q6DUlGhw4dPEkhwzCMc845J+QxbeLEiQETqL7EYtsFAADxjzVkAAAAQuBei6LhGjL+tG7dWklJrv/k2r59u2VxJSUl6fe//33Yx7nhhhvUsWPHRu/37dtXo0ePluRavyOWrFixwrOo+p///GclJyc32ub888/XwIEDJUkvvfSS32P9+c9/9vn+hRdeKMm1LsTBgweDjm3v3r1atGiRJGny5Mlq2bJlo21OOOEEFRYWNhmbGbt37/b8HmgdlfPOO0+dO3du9HPLLbf43eeVV17xbNepUydlZGRo+PDhWrlypSTp5ptv1kUXXeRz3/Xr13vWmnCvC+N2ySWXKCMjQ99++60++eSTRvteeumlatmypQzD0Ny5cxt9/tJLL6myslJJSUle6y2ZUVlZqZ07d3p+6q8p8tNPP+nHH38MqT3Ud95550mSPvroo7Bi9HfcTz/9VDU1NX63C7Wtl5eX65VXXpEk/eEPf1CPHj2Cimfp0qVau3atOnTooGuvvdbvdu71g9z9RbJn/Jw8ebIyMjIavX/GGWfolFNOkdR4zLvyyivVsmVLbdmyRQsXLmy071NPPSVJKiwsVIcOHUKO6cCBA3r11Vcl1dWL22mnnabu3btr7969cjqdjfZ1x9qjRw/P+lz1JScn6y9/+Yvfc7v3HzRokE4//fRGn7ds2VJTpkwJqhyTJ0/2OR5LdetHTZo0SampqT63ueiii9SmTRvt2rXLa+2atm3bSgqtTbj32bFjR9D7xHrbBQAA8YmEDAAAgIUyMjI8N7XOPvts3XXXXVq2bJkOHToU0fP06dPHZyIlVKeddlqTn61YsUKHDx8O+1yRsnz5cklSSkqKhg4d6ne7M88802v7htq1a+d3EfuuXbt6fm9qwfP6vvzySxmGIcl1g7ep2KJVt7t37/ZKPLh/fv75Z7/71E9W/PDDD56b/2lpaXI6nXr44Yc9C3s3NGfOHBmGoVNPPdWzwLxbmzZtPIkcX4tst2nTxpMcfPbZZ1VbW+v1uXvB89NPP13Z2dlBld+fK6+8UoZrVgEZhqHa2lrt3r1bb775pjp27KiZM2dq0KBB+vHHH33u/9///lc33nij8vPz1aZNG88i7w6HQzfeeKMkacuWLSHHtXPnThUVFelXv/qV2rdvr5SUFM9xjz32WEnSwYMH/bZVM219+fLlnrZ5/vnnBx3rxx9/LEn6+eef1bVrV5+Jv86dO+u6666TJG3atMmzrx3jZzBjXsMxo23bthozZoykuuSL26ZNm/T+++9Lkq6//npTMb3yyisqLy9XTk6OhgwZ4vVZUlKSJ4npq3+4Yx02bJjf/jdkyBClpKT4/My9fzD10pRBgwb5fH/r1q2e63zNNdf4bRNdunTRgQMHJHm3i1//+teSpEcffVSXXXaZFixYoF27dgWM5dxzz5XD4dCbb76pc845Ry+99JK2bdsWcJ9Yb7sAACA+kZABAAAIgfvJmPbt2we9z+zZs1VQUKAff/xRd999t04++WS1bt1agwcP1gMPPBD00zaBRCIZI0ndunVr8rPq6uqIxBwpP/zwgySpQ4cOSktL87td9+7dvbZvqHXr1n73rX/zMpSESf1zBapbd2yRrtv67TTQcT/77DOvxEOgxJZb/WRFZWWlysrKdPXVV6uqqko33HCDvv76a5/71dbWep5safjt//rHlqRXX33Vc0O2vmuuuUaS6wbov/71L8/7K1as8HyT3r1NJDkcDrVr107nn3++3n33XbVp00ZlZWU+n0579NFHdeKJJ+of//iHysrKdODAAWVlZalTp07q1KmT2rRpI8n15EkoPv30Ux1zzDGaNm2aPvvsM/3000/KyMhQx44d1alTJ68nMvwd20xbr/9kQSiJLvdN78OHD/tM+rl/3MmfiooKr/2tHj+DGfN8jRk33HCDJGnhwoXaunWrV7y1tbXKy8vTsGHDTMXkTrRcfvnlPpMq7v6xePFibdiwweszd6yBypWenu7337Bg9nePV03x9+9S/UTIrl27ArYLd8K1/tNaY8eO1S233CKHw6GXX35ZI0eO1JFHHqmjjz5aN910k9fTNG6DBw/WjBkz1KJFC7377rsaO3asunXr5nmSaPHixX7jjNW2CwAA4hMJGQAAgCAdOHBA69evlyT17t076P169uypL7/8Uu+++65uvvlm/eIXv1Btba0+/vhjTZkyRX369NH/+3//L6zY/E0Lg8SWnZ2tVq1aSZJKS0stO09aWpqOP/54PfPMM7rqqqv0ww8/aPTo0Y1uUEquaX3cT4Vce+21nic76v+cffbZkrynbqpvyJAhOvrooyW5nrZxc//erl07v9OlRUr37t09cb766quqrq72fLZq1Srdeuutqq2t1cUXX6z//Oc/qqys1J49e7Rjxw7t2LFDDz30kCR5nqAKRnV1tS677DLt3btX/fv318KFC7Vv3z7t379fO3fu1I4dO/TZZ595tg/l2E3x97RFU9xPTv3yl7/0SvoF+qnPjvHTjIEDB+rEE09UTU2NJ4FSU1PjaYPupyZCtWrVKn366aeSpOnTp/vsH8ccc4wk1/Wt3/5jjb9/l+pPpbdq1aqg2kTD6QdnzZql1atX65577tE555yjtm3b6rvvvtNjjz2mAQMG6NZbb2103smTJ2vDhg2aOXOmLrroInXs2FFbtmzR3Llzddppp+niiy/2SkI217YLAACii4QMAABAkN59913PDZpQv/mclJSkESNG6OGHH9by5cv1008/6cUXX1TPnj21Z88ejR07NiamMqn/TW9/n6WkpHitR+L+Rn1lZaXffQNNfRUu97ewd+3apaqqKr/buZMAkXqaKBj1zxVoair3Zw3rNlypqak69dRTJUkffPCBzwRJpD300EPKysrSt99+q1mzZjX63Nc0S4H4237ChAmSpNdff1179+7V4cOH9cILL0iSxo0bF/BpqUhxPylSXl7uNW3Z/PnzVVNTo759++rll1/WSSedpBYtWnjtG8paFm6ffvqpNm3apOTkZL399ts655xzGj3tYua4wejcubPn9/pTMwW7Xyj7NGTl+BnMmOdvzHA/JfPMM8+otrbW87RMWlqa5ymWUIXaP+bOnes1bZ871kDlqqqq8lpfqr5g9g/0WTDMtqWG+vTpozvvvFMLFy7U7t279emnn3oSsQ8//LDefPPNRvt07dpVt956q15//XXt3LlTK1as8KwPM3/+fP3jH/9oFGestl0AABCfSMgAAAAE4dChQ7rnnnskSVlZWWF/+75169YaO3as5+bbzp07VVZW5vncvRiwFNlvuTfF17QtDT/Lz8/3WoT5iCOOkOSa6sZfQmTZsmV+j+suq9lyDhgwQJLr6YEPP/zQ73YffPCBJOmkk04ydR4zTjzxRE/56k+t1ZA7toKCAr8LXJt10003SXJNWfbII49E9Ni+HHHEEZ5vp993331e65D8+OOPnpuk8+fP1/79+/3+/Oc//5EkffLJJ1q9enWj81x55ZVKTk5WZWWl5s2bpzfffNOzjoQV05X5Uj/J5n4SSZK+//57Sa7rWb8v1+e+5qFwH/fII4/0O6WUmeMGY8CAAZ6k0ltvvRX0fu51RHbs2OF3/aZQNTV+hiKYMc89xjQ0duxYtWnTRps2bdKiRYs868kUFhZ6TR0XrMOHD+v555+X5EpsBuofW7ZsUUpKir7//nvPmjX1Y/3www/9jqlLly71eqKrPvf+geol3Kc6cnJyPO03lLYUSFJSkk4++WTNnz9fPXv2lCSvevGnX79+euqppzzttP4+sd52AQBAfCIhAwAA0ISKigpdddVV+uqrryRJd955p9q2bRvUvk198zUjI8Pze/0bt+71JSRp7969wQcbpscff9zn4sirV6/W/PnzJcmzmLVbQUGBJFdC5fXXX2+0b0VFhWbOnOn3nO6ymi1nfn6+ZyHz6dOne02H47Zw4UJPUuiyyy4zdR4z2rZtqxEjRkiSHnjgAa91ENz++9//qqSkxLLYfv3rX3sWl/7zn//s8xpF2s0336zMzEzt27dPDz74oOf9559/XocPH1ZWVpbOP/98ZWZm+v056aSTPFMz+XpqoEuXLjr33HMluaYqc0/ddOKJJ3rapJV27drluXl79NFHe/XZrKwsSVJZWZnPm+LvvPOOlixZEvI53cd1r13R0JYtW/T3v/895OMGo2XLlrr00ksluRJt7uRQU4YPH64+ffpIkm677bYmx8T662qYHT9D8eCDD/p8um/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}, "metadata": {}, "output_type": "display_data" @@ -338,7 +353,7 @@ " snapshot_url=\"data/pussy/gravity_4684716.json\",\n", " coin='ugraviton',\n", " coin_for_display='GRAV',\n", - " initial_boundary=initial_boundary_dict['graviton'],\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['graviton'],\n", " max_show_value=1_000_000_000_000,\n", " segment='Gravity')" ], @@ -371,7 +386,7 @@ { "data": { "text/plain": "", - "text/html": "
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GradeRuleAddressesPercentage of Addresses
10.5 < JUNO Balance <= 204.09193488.9
2204.0 < JUNO Balance <= 4300.01041710.1
34300.0 < JUNO Balance10341.0
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GradeRuleAddressesPercentage of Addresses
10.5 < JUNO Balance <= 20194,71289.1
2201 < JUNO Balance <= 4,13610,5679.9
34,136 < JUNO Balance1,0641.0
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}, "metadata": {}, "output_type": "display_data" @@ -390,7 +405,7 @@ " snapshot_url=\"data/pussy/juno_5837080.json\",\n", " coin='ujuno',\n", " coin_for_display='JUNO',\n", - " initial_boundary=initial_boundary_dict['juno'],\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['juno'],\n", " max_show_value=100_000_000,\n", " segment='Juno')" ], @@ -423,7 +438,7 @@ { "data": { "text/plain": "", - "text/html": "
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GradeRuleAddressesPercentage of Addresses
120 < STARS Balance <= 6122.03699789.0
26122.0 < STARS Balance <= 124540.0415810.0
3124540.0 < STARS Balance4161.0
\n
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GradeRuleAddressesPercentage of Addresses
120 < STARS Balance <= 6,14736,83689.0
26,147 < STARS Balance <= 125,1264,13910.0
3125,126 < STARS Balance4141.0
\n
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yHadxcXEVEs2PP/64Icno1KmTUVpaarl8bwK8V69e1Y7N66STTjIkGf/3f//ne+2zzz7z7Q/vvijvnXfe8X3Of/jDH3zffUeOHDGef/55v4SG1Xn49NNP++a//fbbjd27dxuGYX5WDz74oC8ZUFUSpXHjxkbbtm2Nt956yygqKjIMwzC2bNliHD582DAMw7j//vt959Dzzz9v7N271zAMwygqKjIWLVpknHLKKYYk49RTT/U7Fjdu3OhL6IwfP97Ytm2b773ffvvN+N///mfcdtttRlZWlu/1w4cP+64ZV199tbF27Vrfe4cOHTKysrKMCRMmGB988IHftjjx2AUAANGBJAoAAHCs6iZRDONYQ9XAgQP9Xg+U9Ni1a5fvdateEIFUN4nibSCqTDBJlJYtW1relb5q1SqjYcOGhiRj8uTJfu85IYnSo0cPQ5IxaNCgCkkSwzCMd99917f+efPmWa4/UCOfYRxr5OzatWulMVo5//zzffN6GwTLWrZsme9u47I9b7xqmkRZvHix393Mbdu2NS677DJj8uTJxueff24cOnSoWsurThJlw4YNhsvlMlwuV4U7xAcOHGhIMh5//PGA8wdKohQXFxtZWVnGoEGDfLFMnTrVchmPPPKI313g3bt3N2644Qbj3//+t5GVleVrDLer7DlYtqdQ69atfUnXpk2bGldddZXlXfLB8PaC69KlS4X3qkqiVGbr1q1GfHy84XK5jE2bNlV437vc1q1bW34vLF++3DfNl19+6ffep59+6nvvhRdeCDqmSZMm+T5zb2N6eR6Px5BktGrVyu/z8/ZKevTRR4NeXzC8Df2SjE8//bTC+0eOHPFdGy644AK/93755Rffd+eCBQsqzFtQUGC0atXKkGQ888wztuL74osvDMns5VP2O6a0tNTo0KGDIZm9DK307NnTt7+tEmEvvviib9vLn4f5+flGixYtDEnGNddcY7n8e+65p9LvV+++jY2NNZYtW2a5jA0bNhixsbFGYmKikZ2dbTnNgQMHjBNOOMGQZLz11lu+1//73/8akn9PuKosXbrUkMzebdX5fnDisQsAAKIDNVEAAECd0qJFC0myHD/dSpMmTRQTY/6XaMeOHWGLKyYmRnfffXeNl/PHP/5Rxx13XIXXe/ToodGjR0uS5s6dW+P1hNLy5cu1evVqSdL999+v2NjYCtNcfPHF6tevnyTp9ddfD7is+++/3/J1bz2NtWvX+gq9B+O3337Txx9/LEmaMGGCGjVqVGGaU045RRkZGVXGZteQIUO0YMECdevWTZK0c+dOvfHGG5o4caLOPvtsNW/eXBdeeKGWLFkS8nW/+uqrMgxDQ4YMUUpKit9748aNkyS98sorVS7n66+/Vtu2bX2PhIQE9e3bV//73/8kSaNGjdLtt99uOe99992nZ555xnfurlmzRi+//LJuvfVW9e3bV61atdKNN96o9evX12RTJUm7du3yPXbv3q2SkhJJ0pEjR7R//37t2rXL1nIvvPBCSWZdnZ07d9Y4Tq/27dsrPT1dhmHo66+/DjjdzTffbPm90Lt3b3Xu3FmSeR6W5f1ce/XqpVtvvTXomLyF0MePH68GDRpYTnPppZeqadOm2rNnj3744Qff682aNZMUvu/agQMH6ne/+12F1xMTEzVhwgRJZh2U/fv3+95r3bq1Ro0aJUmaNm1ahXnfeust7dmzR4mJibrmmmtsxeXdZ6NGjfL7jnG5XL5lWhWYX758uVatWiXJ/O7zXqvKuummm9S+fXvL9S5cuNB3LXzggQcsp7nnnnuUkJBQ5Tacf/75vrpj5c2YMUMlJSU6//zzlZ6ebjlNkyZNdOmll0qS7ztXOnZMHDx4UIcPH64yjrLzFBUVae/evUHNIzn72AUAAM5GEgUAANRriYmJvka3888/Xw888ICWLl2qoqKikK6na9eulo2c1XX22WdX+d7y5cuDLjZcG7KysiRJcXFxGjJkSMDpzj33XL/py2vRooW6du1q+V67du18/65Ogflly5b5Ciufc845VcYWrn37u9/9TqtWrdLixYt177336uyzz/YlFY4ePaoPP/xQQ4YMCdgQakdpaalmzJghSRo7dmyF9y+77DIlJCQoLy/PlwwJ5OjRo34JiuLiYklmI/Hzzz+vN998M2CjpST9+c9/1tatW/Xmm2/qT3/6k04//XRfEfn9+/fr5ZdfVu/evfX+++/b3FqTYfbE9z3y8/P1448/aty4cXr//fc1ePBgvf3225bzHjx4UFOmTNGQIUN03HHHqWHDhr7C7mUbxgMVsw6ktLRUc+bM0YgRI9SxY0clJib6lutyufTdd99Vudwzzjgj4Hvec6N8YtmblLnooouCjnXbtm3atGmTJOmGG27wS5yVfRx//PG+IuLe6cuu67nnntMVV1yht99+W3v27Al6/VUJ5vuxtLRUy5Yt83vvj3/8oyTpvffeq5BI+89//iPJPB+8DenVceDAAb355puSrM8zb7Lys88+0+bNm/3eK/vdOWjQIMvlx8TEaOjQoZbveefv0KFDwO/O5ORknXbaaVVux8CBAwO+99VXX0kykzaBjom2bdvq1VdfleR/TPTr10+tWrXSjh07dMYZZ+i5557TmjVrKi1436VLF3Xv3l1Hjx7VGWecoSeeeELZ2dm+pKgVpx+7AADA2UiiAACAOsXbUNiyZcug55k+fbrS09O1e/duPfTQQ+rfv7+aNGmis846S1OmTAm6V0tlQpFAkRTwjuOy7xUXF4ck5lD55ZdfJEmtWrVSfHx8wOlOOOEEv+nLa9KkScB54+LifP+uTpKj7Loq27fe2MK5b2NiYjRkyBA9+uij+uyzz7R3716tXr1aDzzwgJKSkiRJDz30UI0TCV6ffvqpNm/erEaNGvl6MZWVnJzsu3O8qt4oQ4YM8SUmioqK9PPPP/vu/J84caK++OKLKuNJTEzUqFGj9Nxzz+m7777TgQMH9NVXX/kamY8cOaIxY8aEtKdHQkKC+vTpo+nTp2vkyJEqLCzUtddeqwMHDvhNl5eXp549e2rixIlasmSJdu/erQYNGqh169Zq06aN2rRp45s22Lvpvdt0zjnn6KqrrtJ7772nLVu2qLS0VC1atPAt15t8qmy5wZwb5c8L734s3wOpMtu3b/f9e8+ePX6Js/KP0tJS3zZ6XXnllbrzzjvlcrk0d+5cjRw5Uq1bt9ZJJ52kP/3pT353/tsRzPejVPE7ZvDgwerZs6eOHj3qa+iXzJ5tixYtkiTdcssttmKaO3eujhw5oo4dO1omO1JTU9W/f3+Vlpb6rbtsnMF+d5bnnb+y/VLZ/GVVdg3zHheHDx+u9JjwHsNlj4lmzZrp9ddfV+vWrbVy5Ur9+c9/Vo8ePdS8eXONGDFCr732WoVjNzY2VnPnzlXnzp21adMm3XPPPTrllFPUtGlTnXvuufr3v/9doUei049dAADgbCRRAABAnXHo0CHfkD9dunQJer6OHTtq2bJlWrBgge644w6ddtppKi0t1VdffaWJEyeqa9eu+vzzz2sUm9UQVkBVunfvrszMTL377rtyuVySzKRfKHiHtjly5IiaNm3q1/vB+/AODTdv3jwdPHgwqOU2aNBAXbt21eTJk+V2u3X48GFddtllAZNjgcTFxWnAgAGaMWOGrwfO4cOHwzZc3U033STJ7Pny4Ycf+r133XXXaevWrerUqZPmzZunvXv36vDhw/rll1+0c+dObdu2zTdtZXfQl/fII49o0aJFSkxM1JNPPqlNmzapoKBAe/fu1c6dO7Vz505fL5PqLDcY3uOpOsre6b969eoKPXusHtdee63fMp566inl5ubq0Ucf1e9//3s1a9ZMa9eu1QsvvKC+ffvqL3/5Sw23zB5vb5Tp06f79rX337169dKZZ55pa7ne82zz5s2KiYmxPM++/fZbSceG13Oiyq5h3uPi7rvvDuqYWLx4sd/855xzjjZs2KBZs2Zp3LhxOumkk7R//3699957uuaaa3TKKaf4nWOSlJ6erjVr1mj+/Pm6+eab1atXL+Xn5+vTTz/Vbbfdpu7duysnJ6dCjFLdO3YBAED4kUQBAAB1xoIFC3wNJYGGNwkkJiZGw4cP19NPP62srCz9+uuvmj17tjp27Kh9+/bpyiuvDPkQX3aUb0iyei8uLs43FJT3b0kqKCgIOG/ZGgGh5r2Dec+ePSosLAw4nXe4olD12glG2XVVNlyS973y+7a2nH322b7heHJzc2u8vL179wYctsqK3eTFfffdpy5duuiXX37RP/7xj2rP71W2F0Aott9K2R4ZGzZs8P17y5YtvqGvXn/9dY0ePbrCMWC3d4x3nz7wwAP6y1/+oo4dO1ZIboSy501Zbdu2leQ/ZFGw81R3vvK6du2qe++9Vx9++KH27t2rb775xtfr6emnn9a7775ra7nBfD9K1t8xY8eOVaNGjbRu3Tp9/vnnOnr0qG+4O7u9UFasWOEbji0YmzZt0qefflohzj179lR6/Qm03d75K9svwbxfFTvHUnlJSUm65pprNGPGDOXl5Wnr1q164oknlJCQ4OuhUl7Dhg2VkZGhl156STk5Odq9e7defPFFtWjRQlu2bPH1YisbY03jDNexCwAAnI0kCgAAqBOKior06KOPSvIfhsiuJk2a6Morr/TdRbxr1y6/u1rLFvitzTuHvUPLVPZeWlqaX/2J5s2bSzKHdgmUxFi6dGnA5Xq31e529u3bV5I5FFZlwzp5Gw9PP/10W+ux49RTT/Vt32effRZwOm9s6enpldb2CKfGjRtLUqXD+gTrtddeU1FRkY477jjt379fBw8eDPi48847JQVXYL68Bg0a6P7775dk3pGfl5dnK17vtkuh2X4rZZNo3uHTJDOJ4hWosHbZhu/q8C470HI3btyotWvX2lp2VQYMGCDJrAMSrE6dOvmGhqrOfJWJiYlR//799eabb6pjx46SpE8++cTWsoL5foyJibHc38nJybriiiskmQX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}, "metadata": {}, "output_type": "display_data" @@ -442,7 +457,7 @@ " snapshot_url=\"data/pussy/stargaze_5720382.json\",\n", " coin='ustars',\n", " coin_for_display='STARS',\n", - " initial_boundary=initial_boundary_dict['stars'],\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['stars'],\n", " max_show_value=100_000_000,\n", " segment='Stargaze')" ], @@ -475,7 +490,7 @@ { "data": { "text/plain": "", - "text/html": "
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GradeRuleAddressesPercentage of Addresses
1100 < UMEE Balance <= 10568.06923189.0
210568.0 < UMEE Balance <= 65542.0778110.0
365542.0 < UMEE Balance7791.0
\n
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GradeRuleAddressesPercentage of Addresses
1100 < UMEE Balance <= 10,57169,08089.0
210,571 < UMEE Balance <= 65,5527,76210.0
365,552 < UMEE Balance7761.0
\n
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77bfVtm1b3XHHHcrIyFB+fr4WLFjgr1gBBFmoljwBAAC1y8oyR50UF5v3wU7GSKGbKAq0+pSAJZEDAAAAhDefSpYlJyfr1FNP1YoVKxzL/vjHP+q5557Txx9/rBEjRujIkSNKTk5Wr1699MUXX/gzZgBBEqolTwA0cpQ2AdCI+Fqqzd3fYbm5ZnIraOij4S3aDAAAiGA+jZDZv3+/TjnlFKdlX3zxhdq0aaMRI0ZIkpo3b65BgwapsLCw/lECCAmReiUrAACAv/haAjYnpzIJY9/GYpFmzAhMnAAAAAD8z6eETEVFhUpKShyPi4qK9NNPP2nQoEFO67Vq1Uq//fZb/SIEEFJCseRJQ6BECAAA8AdfS8Aylx8AAAAQ/nxKyCQnJ+u7775zPP7www9VXl5eIyFz4MABtW7dun4RAkCQ1afWOwAAQFVWa+XoFqly1IvVWvt2zOUHAAAAhD+fEjLnn3++tm3bpttuu03/+c9/NG3aNFksFo0ZM8Zpvby8PCUnJ/slUAAIFkqEAAAAf/G1BKyviRwAAAAAocNiGNUHvtdtz549OuOMM7R7925ZLBYZhqHrrrtOCxcudKyzdu1a9e/fX3fddZf+/ve/+zVoAGhI8fHmyJjq4uLM0m0AAozJfwFAkpm4mTHDLFOWnm4mY4JePpY+Gt6izQAAgAgW48tG7du319q1azV37lzt3btXAwYM0Pjx453W+fHHH3XppZcqKyvLL4ECQLCkpZllyqqmrykRAgAAGlpWlnkDAAAAEJ58KlkmSe3atdMDDzygZ555RhMmTJClWkHj8ePH66233qoxrwwAhBtKhACNh80mZWaaI98yM5kLqrHh8w1PfG4AAAAAIoVPJcsAINKEZIkQIFL4qbSJzSZlZ1cmVe33ublccd4Y8PmGJz63RoDyU/AWbQYAAEQwnxIy27ZtU15envr166dOnTo5lv/444+aPHmy8vLylJqaqieeeEIjR470a8AAACDC+OnETWam6/KDGRlSXl79w0Rw8fmGJz63RoCT6/AWbQYAAEQwn0qW/e1vf9PYsWNVVFTkWFZUVKTzzjtPn332mQ4dOqTvv/9el1xyiTZu3Oi3YAEAAHxVUOB80lcyH2/YEJx44F98vuEpnD83Sq0BAAAA8JZPCZmVK1eqe/fuSq8yo/WiRYu0d+9eXXbZZcrLy9OMGTNUWlqqZ555xm/BAgAA+CotrXIuKDuLxSxDiPDH5xuewvVzs5day8+XSkrM++xskjIAAAAAaudTQmb37t069dRTnZZ98MEHslgsevrpp5WRkaH7779f6enp+vTTT/0SKAAAQH1YrZVzVEiVc1VYrcGNC/7B5xuewvVzy8mpjFWqPIYZM4IbFwAAAIDQ5lNC5sCBA2rdurXTsq+//lo9e/ZUx44dHcv69OmjHTt21C9CAAAAP8jKMicKz8iQ4uLMe5tNGjs22JHBH/h8w1O4fm7hXGoNAAAAQPDE+LJRQkKCfv31V8fjLVu2aPfu3br44ouddx4To7KysvpFCAAA4CdZWeYNjROfb3gKx88tLc0sU1Y1KRMOpdYAAAAABJdPI2R69uypL774wpGUWbRokSwWi4YMGeK03vbt29WuXbv6RwkAAAAAISJcS60BAAAACC6fEjITJ05UcXGx+vfvr7FjxyonJ0fNmzfXJZdc4linpKREa9euVY8ePfwWLAAAAAAEW7iWWgMAAAAQXD6VLLvlllv09ddfa8GCBdq+fbuaN2+uF198Uc2bN3es8/bbb6u4uFhDhw71W7AAAAAAEArCsdQaAAAAgOCyGEb16Sg9t337du3du1ennXaaEhMTnZ7Ly8vT1q1bNXDgQMqWAQAA3xUVSfa/M44elRISghsPAKASfTS8RZsBAAARzKeSZXadO3dW//79ayRjJKlv37669NJLScYAAAAADcRmkzIzpfh4895mC3ZEaGxqtLH/RAc7JAAAACBs1CshI0mHDh3Sxx9/rFdffVVfffWVP2ICAADwO05Uo7Gz2aTsbCk/XyopMe+zs2nrjV1D9m0u29i1cbKJyXMAAAAAT/ickDly5IhuvvlmnXzyyRo9erSuu+46zZs3z/H8vHnzdMopp2j16tV+CRQAAMBXnKhGJMjJkSwWyV6Q2DDMxzNmBDcufyCh6lpD922u25ihGXowMC8IAAAANDI+JWSKi4s1fPhwvfjii2rVqpUuuOACVZ+K5qKLLtLevXu1ZMkSf8QJAADgs8Z8orox4uS7bwoKKtu4nWFIGzYEJx5/IaHqXkP3ba7bmEUblB6YFwQAAAAaGZ8SMjNnztR3332nq6++Wps2bdK7775bY5327durR48eWr58eb2DBAAAqI/GeqK6MeLku+/S0syT8VVZLFJ6mJ8rJ6HqXkP3ba7bmKF00ZkCAAAAnvApIfPaa6+pffv2euGFF5SQkOB2vbS0NO3YscPn4AAAAPyhsZ6obow4+e47q7Xy/ZIq30erNbhx1RcJVfcaum9z3cYssionMC8IAAAANDI+JWQ2bdqkAQMGKC4urtb1mjVrpn379vkUGAAAgL801hPVjREn332XlSXl5koZGVJcnHlvs0ljw3y+9bQ018tJqDZ83+ayjS0q0VgtCcwLAgAAAI2MTwmZ6OhonThxos71duzYUesIGgAAgIbQWE9UN0aMZqqfrCwpL08qLjbvG0MbHz3au+WRJBh9W402dkl54F4MAAAAaGR8Ssh07dpV33//vcrKytyuc/ToUa1bt049evTwOTgAAAB/aYwnqhsjRjOhumXLXCfpli0LTjyhhr4NAAAACB8+JWQuueQS7d69Ww8//LDbdR5++GEdOnRIY/kfAQAAADzEaCZURxk7AAAAAI2FTwmZu+66Sx07dtRDDz2kyy67TIsWLZIk7d27VzabTVdddZWefPJJpaam6g9/+INfAwYQOWw2KTNTio837222YEcEAGgIXPEPO3e//ZSxAwAAABCOLIZR/Xozz/z000+65JJLtHnzZlmq1RAwDEMpKSl677331LNnT78ECiCy2GxSdnZlqRr7fW6ueaIOQAQpKpISE81/Hz0qMT8d4Fc2m5STY45ESUszy8OFwm+t/W+B6ux/EzByKkTQR8NbtBkAABDBfE7ISFJJSYkWLFig999/X5s3b1ZFRYU6d+6sCy64QLfeequaNWvmz1gBRJDMTCk/37lEicVilq7JywtaWACCgRM3QMCE8gUQrv4WkMxSdosWkYwJGfTR8BZtBgAARDCfEjIrV65UdHS0Bg0aFIiYAEDx8VJJSc3lcXFmCRsAEYQTN0DAhPIFEPwtECboo+Et2gwAAIhgPs0hM3z4cD3wwAP+jgUAHNLSzBNCVVEvHgAA/yooqDkCxTCkDRuCE09V/C0AAAAAoLHxKSHTqlUrnXLKKf6OBQAcrNbK0ilSZQkVqzW4cQEAEC5sNnMETHy8eW+z1VwnlJMe9r8FqjIMafTo4MQTLJ58jgAAAADCg08Jmb59+2rjxo3+jgUAHLKyzPr1GRlmaZKMDCbvBQDAU/a5YfLzzbJf+fnm4+on80P5AoisLOmee5yXWSzSE09ETlLC088RAAAAQHjwKSFz++2365tvvtF7773n73gAwCEry6xfX1xs3pOMAQDAMzk5lckVqTLpMmNGzXVTUsx7i0VKTg6tCyCWLXMewVPbcYSr2kbAePM5AgAAAAh9Mb5sdPrpp2vy5MkaO3asrr/+emVnZys1NVXx8fEu109OTq5XkAAAAAA858ncMPbRF/YT/haLtHVrze2CKZTnuPGH6p+BfQRMbq55YUpjP34AAAAg0lgMw/v/ckVHR0uSDMOQpXrR6eovYLGorKzMt+gAAACKiqTERPPfR49KCQnBjQcIA5mZ5sn9qn/pWyxmCdC8PM/XCbZwiLE+6jq+sDh++mh4izYDAAAimE8jZDp37lxnIgYAAABAcFitNUe/VJ8bJhxGX3hyHOGsrs+gsR8/AAAAEGl8mkNmy5YtKiws9PjmrZ07d2r27NkaNWqUkpOT1bRpU7Vv317Z2dlavXq1V/uqqKjQ008/rT59+ig+Pl5t27bV1Vdfrc2bN3sdFwAAABAqapt7JCvLLHuVkSHFxZn31eeGSUtznp9FMh+npzdM/J6wH0dycmWsKSmhVVatPur6DDz5HAEAAACED59KlgXafffdp8cff1xdu3bV8OHD1bZtW23cuFFLliyRYRhatGiRrrzySo/2dcstt2jevHnq1auXxowZo127dun1119XYmKivv76a3Xv3j3ARwMAAOqF0iZADa7mfzGMyrlH6rOPUDvh749jDVXh8hnUij4a3qLNAACACBaSCRmbzaaTTjpJw4YNc1r++eef69xzz1ViYqJ2796t2NjYWvezfPlynXPOORo6dKg++ugjNW3aVJK0dOlSXXjhhRo1apSWLVsWsOMAAAB+wIkboAZ/zS1is0kzZpglstLTzVJYoZYICIt5VOohHD6DWtFHw1u0GQAAEME8Sshs27atXi+SnJxcr+2rGj16tD788EN988036t+/f63rXnPNNXr11Vf12WefaejQoU7PjRgxQitWrNDWrVv9Gh8AAPAzTtwANcTHSyUlNZfHxUnFxQ0fTyDYbFJOjrRunevnG9OxhjX6aHiLNgMAACJYjCcrpaamylK9uLGHLBaLysrKfNrWlSZNmkiSYmLqDn3FihVKSEjQoEGDajw3evRorVixQp999pnGjx/vt/gAAACAQEtLcz1qJJTmf6mPqqW8XGlMxwoAAAAgckR5slJycrLLm2EYjluLFi3UokULx2P7dp07d/ZbsNu2bdPHH3+sDh06qE+fPrWuW1RUpN27d6tLly6Kjo6u8bx97piNGze63UdpaakOHz7sdCstLa3fQQBAANU2wTMiA20AiAxWa+WcI1Ll3CNWa3Dj8pecnMpjcqUxHSsAAACAyOFRQmbLli0qLCx03DZt2qT+/furTZs2mjVrln777TcdOHDAcZs9e7batGmj/v37a9OmTX4J9MSJExo/frxKS0v1+OOPu0yyVHXo0CFJUlJSksvnW7Ro4bSeK48++qiSkpKcbo8++qiPRwAAgWW/mjg/3yxjk59vPuaEfOSgDQCBEYqJzqwsc1L7jAyzdFdGRphNBF+HggL3yRi70JsJEwAAAABq59EcMtX9/e9/1//93/9pzZo16t27t8t1fvjhB51xxhl6+OGHdc8999QryIqKCo0fP16LFi3SLbfcorlz59a5za5du9SxY0cNGjRIX3zxRY3nP/roI40aNUq333675syZ43IfpaWlNUbExMbGKjY21rcDAYAAauyTHqNujbYNUGseQVS1dJZ9RIphmMmQrKxgR9d4uerPqmoUfVtjQR8Nb9FmAABABPNohEx1CxYs0LBhw9wmYySpd+/eGj58uF566SWfg5PMZMyNN96oRYsW6brrrtNzzz3n0Xb2kTHuRsAcPnzYaT1XYmNjHaXY7DeSMQBClauriQ1D2rAhOPGg4dEGAP+rXjrLnpSZMSO4cQVasEcFVS/JVh19GwAAAIBw5FNCZtOmTWrTpk2d65100knavHmzLy8hyUzG3HDDDXrppZd09dVXa8GCBYqK8izkhIQEdejQQYWFhSovL6/xvH3uGPtcMgAQ7tLSap64YtLjyEIbgKeCfbI9nERiojMUyh9WLcnmCn0b32MAAAAgHPmUkElISNB///tf1VbtzDAMffPNN0rwcfixPRmzcOFCXXnllfr3v/9d57wx1Q0bNkxFRUX68ssvazy3bNkySdLQoUN9ig8AQk1jn+AZdaMNwBOhcLI9nERiojNURgVlZUkPPuj6uUjv2/geAwAAAOHJp4TM8OHDtXnzZt1zzz0uR5+Ul5dr6tSp2rRpk4YPH+71/u1lyhYuXKjLL79cL7/8cq3JmH379mn9+vXat2+f0/Jbb71VkvTAAw/o+PHjjuVLly7VihUrNGrUKKWkpHgdHwAEQ11Xwjb2CZ5RN9oAPBEqJ9vDRSQmOkNpVJC9vVaXmhrZfRvfYwAAACA8WYzahrm48fPPP2vAgAE6duyYOnfurCuuuEJdunSRJG3ZskWvv/66tm3bpmbNmmn16tXq2bOnV/ufPn26cnJylJiYqDvuuEMxMTE11rnsssvUt29fp/WtVqumT5/utN4tt9yiefPmqVevXhozZox2796t1157TYmJiVq1apXS0tK8PXwAYchmM09eFBSYVztbreE1GTOTSiOiMfmvX8XHm1fUVxcXJxUXN3w84cBmM090b9hgjoyxWhtXMqD6b+ShQ9K2bc5JGYvFTPLm5TVsbOHcXgP5t0dIvS/00fAWbQYAAESwmpkOD/To0UNLly7VNddco23btunvf/+70/OGYahjx4565ZVXvE7GSGZSR5KOHj2qRx55xOU6qampjoRMbZ5//nn16dNHc+fO1Zw5c5SYmKixY8fqkUceUdeuXb2ODUD4qZ7MsJf1CKdkRm1XwobLMQAIDWlpZj9Y/WR7Yy7BVV9ZWY23r3X1G2lvG9UvAgjGqKBQaq/eJFgC/beHP96XcL9YBQAAAAhHPo2QsSstLVVubq5WrFihHTt2SJI6duyoYcOGady4cYqLi/NboADgq8xM1yctgnGlr69C6kpYoKFxJa1fuRtxR3m7yOTuNzI5WWrZMvijgkKlvXo7UjXQf3vU933x68hb+mh4izYDAAAiWL0SMgAQDhpDMqMxJJUAn3Hixu8aewkueC4cfiNDob16+zvcEO9rfd4Xv/5dQR8Nb9FmAABABIsKdgAAEGhpaTUnBA638jyROKk0gMDJyjJPuhYXm/ckYyJXuPxGVi3ZGYzLyQoKar6uYZjJEFca4n2tz/fY2+MBAAAA4B8kZAA0eo0hmZGVZZYRycgwr67NyKC8kM1mXuEbH2/e22zBjggAwk+o/0baS2vl55sjTuxzsTR0n+9tgiXU39dwScQBAAAAjY1HCZno6GifbzExMYE+BgCoVWNJZnBFe6VQOUEHAOEuFH4ja0uw5+RUJjOkyvspUxouPsn7BEsovK+1CfWEEQAAANBYeTSHTFRU/QbSVFRU1Gt7AACqYk6dCEOteaDRqmtyeXdzsUg+TkBfz1iDPZeNP/nteOij4S3aDAAAiGAeZVoqKipq3KZMmaK4uDjdcccdWrt2rQ4cOKADBw7ou+++05133qn4+HhNmTKFZAwAwO+ofQ8gkoRriUZP4nY1AsZiMRMFkllay52GHiXT2EaqNrbjAQAAAMKBT0Nf5s+fr9mzZ+u9997TrFmz1LdvXyUlJSkpKUmZmZmaOXOm3nvvPc2ePVsvvPCCv2MGAEQ4at8DiBQNXaLRX8kfT+OuK8FeWwmtrVt9iy2chGsyDgAAAIBrHpUsq+7MM89Us2bN9Nlnn9W63vDhw3X06FGtWbPG5wABAKjOXYmbUKrPDz+itAkiWEOWaKyrfJg3PI3bk/WqJ+Cr8v5/MuHDX5+HzWaORCooMC9osFr9XOqNPhreos0AAIAI5tMImfXr16tz5851rtexY0dtoH4MAMDPQn2yZADwl4Ys0VhX+TBveBo3k8u75+7zmDLF81EzDT3CCgAAAEDtfErIxMTEKD8/v871fvjhB8XExPjyEgAA1Ira9wAiQUOWaPRn8sfTuKsm2Js0kWJjzfvp00kauPs8tm6V1q0zEyzr1pkJlqlTXe/DVVJHkq69ljJoAAAAQDD4lJAZOHCgfvjhBz311FNu13n66aeVn5+vs846y+fgACBcUfMdAOAPDTmCxJ/JH2/izsqSHnxQOnFCKi0176uO5EhJcf0aqanexxVOXH0e7jz5pOu/NVwldSQzmcOIGQAAAKDh+ZSQefDBBxUVFaW77rpLgwcP1rPPPqulS5dq6dKl+uc//6nBgwfrzjvvVExMjO6//35/xwwAIY3yIAAAf2nIEo3+TP54G3dt5dJmznS9jbvl7oTbxRKuPo/auCotV1dSpz5l6QAAAAB4z2IYvk2F+cYbb+jmm2/WkSNHZKn2V75hGEpMTNS//vUvXXnllX4JFADCRUNOwAxEBCb/BRqMzWaenN+wwRwZY7U2TEnI+HjzIobq4uLM0pT1jct+sYQ96WO/z8318wT3flb9uA8eNEuWuWJ/r6pvX/W43XG1rcfoo+Et2gwAAIhgPidkJGnv3r2aN2+ePvvsM+3YsUOS1LFjRw0bNkw33XSTOnTo4LdAASBc1HVSCYCXOHEDNHqBvpihsVwsYU+wVFfbsVRN6khmWTi/vg/00fAWbQYAAEQwn0qW2bVr107/93//pw8//FA//fSTfvrpJ3300Ue6//77ScYAiFgNOQEzgPAVbuWTgEByVy7t4EH/fEdczaViGJVJilBTvX+YOtW8v/ZaqW1b53Wrlpaz2cy5daKizJt9np28PPOikFdeabg5iQAAAADUVK+ETG3279+vWbNmqU+fPoF6CQAISQ05ATMQKWwaq0zlKf6kZo0iecFcU4Cz6nPOJCeby7dt8893JJwulqjeP6xbJz35ZOXjffvM9VJSnOfnMQxzu61bzX8bhvnvqu9bQ85JBAAAAKCmepUsq84wDH3wwQd64YUX9O677+rEiROSpPLycn+9BACEhWDV4AcaI9uiEmVfGyeLKmQoKmzmfqhNYymfBASKv78j7uaQCcVkhKtjr87Ve5GZaSZv3O0zYH0L5afgLdoMAACIYH5JyBQWFurFF1/UggULtGvXLtl32a9fP02YMEG33357vQMFAACRKbNPufJ/sMioMrA33JMXzDUFVLLZpJwcs6xYWpp5EcO11/r/OxIuF0u46x+qq/5e1LZdQPsWTq7DW7QZAAAQwWJ83bC0tFRvvvmmXnjhBa1cuVKGYcgwDFksFk2dOlUTJkxQz549/RkrAACIQAUbo2TIudZQKM/94Im0NNdX/4di+SSEDleJi3AdJWZXfeSKvTRZSopZrsyf35GsrPB4v1z1D9W5ei/S0tyPkKFvAQAAAEKD13PIfPvtt7rtttvUoUMHTZgwQStWrFBUVJQuvvhipf7/WSMfe+wxkjEAAMAv0rpXyKIKp2Xhnrxgril4q7HOO5STU9n+JefvRaR+R6r3D3Z1vRe1vTeR8L4BAAAA4cCjhMyBAwf09NNPq2/fvhowYICef/55HTx4UOnp6XriiSe0Y8cOLVmyRB07dgx0vAAAIMJYp50w546ROSddYzgxy8Ta8Ja7xMWMGcGNq74KCmqOBDEMae/eyP2OVO8fMjOlqVPrfi/s26WkmG3DYpFSUyPnfQMAAADCgUdzyMTFxenEiRMyDEOJiYm68sordeONN+qss85yWm/IkCH66quvVF5eHrCAAQBAhCkqki1xvGboQW2IzVT6aZaQnfsBCJTGOu+Qqwnsw32OqGAJWkk75gOBt2gzAAAggnk0Qub48eOSpE6dOumdd97Rv/71rxrJGABAeLPZzBNj8fHmfbiXwUHjkqW3lKfTVbz/mPLySMYg8qSluS5hFc6l+yTPy/eF+29UoONvrCXtAAAAgMbGo4RMnz59ZBiGduzYoXPOOUd9+/bVU089pf379wc6PgBAA+BEDgCEtsY671D18lzJyWbJrWuuqUxchPtvVEPE78+SduGe/AIAAABCmUclyyRpzZo1mjdvnhYvXqzDhw/LYrGoSZMmuvTSS3XjjTdq1KhRGjp0KCXLACAMUTIGIY3SJoAk88T4jBnShg3myJjGVrrPnriwJxbs9ykp0rZt4fsb1RC/sf4qaefuM8jNraX8GX00vEWbAQAAEczjhIxdcXGxXn/9db3wwgv64osvzJ1YLOrYsaOKi4v122+/kZABgDDTWOcmQCPBiRsgIrhKXNQmXH6jGuI31l9JH5/2Qx8Nb9FmAABABPOoZFlV8fHxmjhxolauXKkNGzZo6tSpateunXbs2OEoYTZo0CDNnTtXhw4d8nvAAAD/a6xzEwAAwkdBgefJmHD6jWqI31h/lbRz9RkYhjkqCwAAAED9eZ2Qqap79+567LHHtH37di1ZskQXXXSRoqKitGrVKk2aNEkdOnTQVVdd5a9YAQAB0ljnJqgLdfIBwDV3/WN9+s26tnWVuHAnnH6j6vMb6+n7XX0unowMc11vS9pxgQYAAAAQWF6XLKvLnj17NH/+fM2fP1+//PKLLBYLJcwAIAwEcm4Cm82ccLigwDzZY7XWUou+gfhUJx/BQWkToEG56x/vuUd68knf+k1P+tzq67hjsZjbhdP8Ob78xgbjd8rda9aa3KGPhrdoMwAAIIL5PSFT1WeffaYXX3xRL730UqBeAgAQ4kI18dEQkyzDTzhxAwSEu2S5u/4xNlYqLfWt3/S0z62auCgvl06cqLmv6Gjp9dfr9xsSihcKVOft75S/jsnr5BF9NLxFmwEAABEsoAkZAABCNfHREJMsw084cQP4XW3J8muvdd0/uuNJv+lLn5uaKm3d6n6fvib2Q/VCgeo8fc9sNmnKFOf3yt0IpIAkoeij4S3aDAAAiGD1mkMGAIC6hOoEwdTJBxDJcnKcS4PZExMzZrjvH+PifO83felz9+6tfZ8zZtT9uq7UduyhxJP3zJ5cqp64qn5M9vXy880kT36++Zi50wAAAICGRUIGABBQoZr4qM8kywAQbqpPDv/zz+6T5e76x9tv973f9KbPtcdaWlr7Pn1N7IfqhQLVefKe2ZNLrlQ9pnBJQgEAAACNHQkZAEBAhWriIyvLLOWSkWFe9Z2RUcekxQAQplyNjjhxwn2y3F3/+Pjjvvebnva5VWOtq7Byu3bevQ92oXahQPVkmX3Uiifvmavkkl3VY/IlCeUuLgAAAAC+Yw4ZAEDAeT1BcIQKh0mmg4Ja80C9uJrLy676PCrBTkzXFmt1qalSYaH3r+FuDplgHHt957Op6/2yH5O387l5FRd9NLxFmwEAABGMhAwAACEgXCaZDgpO3AD14m5y+CZNpJ49QytZ7i5WV6pPbu+NULlQwNtESXXVfzvsUlOlmTMrj8nbJJRXcdFHw1u0GQAAEME8Klm2cuVKFRQUBDoWAAAiFvX9geBqzOWZ3JXo6tnTPLleXGzeBzsZ4817Xt8SY1lZoXHs9Z3PpnpZM3vbLSx0PiZX5c+mTpWmT3fd5sNlnh0AAAAg3HiUkBk+fLgee+wxx+NzzjlHTzzxRMCCAgAg0nDyCwgeV3OsZGc3nqRMqM7lVZX9M/BkdEwoxu+r2uaz8TRJ6Glyqep6Dz4oPfGE+zYfavPsAAAAAI2FRwkZSapa2WzFihVav359QAICACAScfILCJ7GPkLNk8nhg83+GXgiNjb04veVu2TZ6NGBTRLW1ebDIYkHAAAAhCOPEjLNmzfX7t27Ax0LAAARi5NfvmvMpabCUTh+HuE0Qs3X97e2URSh8Jm5+gxq0xiSMZJzsqxJEzPZ1KSJ9NRTgU0S1tXmwyGJBwAAAIQji2HU/V+fIUOGaPXq1brvvvvUrVs3XX/99Ro8eLBuvvlmj15kwoQJ9Q4UAIDGLlQmmQ45tUz+626i6txc84QiGla4fh71nVi9oQTi/Q2Vz8zVZ+BOSoq0ZUvAQ2pQ1T8Hd+LizKSau33k5Eg//yxFR0vl5VKPHuZvSfXP0q9tngna4S3aDAAAiGAeJWTeeecdjRs3TmVlZZLM8mUWT2sKSCovL/c9QgAAENlqOXETLifSI0W4fh7ukhKhNiIgEO9vqHxm7j4Dd0I9yectTxJStX0u9vfP1TauEmx+bfOcXIe3aDMAACCCeZSQkaTvv/9eS5Ys0datW7VgwQJ169ZNgwYN8uhF5s+fX68gAQBABKvlxE18vOtJwGu7ihyBE8zPwz46oKDAnJPJ1aiAurYP9RFqgXh/Q+E75GpkxymnmM9t3Vpz/eqJifp+9qHA3edgV1fCpLaEjqtEjs0mTZkibdtmPk5OlmbN8rHNc3Id3qLNAACACOZxQqaqqKgoXX/99XrxxRcDERMAAEAlRsiEjWB9HqFSdivQGuMImdpGxtQ2SsaeMGosn727hEpcnHlfV5KwroRO1QSb398zTq7DW7QZAAAQwaJ82chqteqyyy7zcygAAADesVorTyhKlScWrdbgxhWpgvV55OQEdgL0UBGI9zfY3yFXn51dbZeNtW/vfvtw/OxdfQ6StGiRmUjJy6t99EpaWuU21VksZkLHrrG8ZwAAAEA48jkhc8kll/g7FgAAAK9kZZlXdWdkmFeAZ2SE3rwfkSRYn0dBQc2T94Zhlh9rTPz9/tpLfTVpIsXGmvcN/R1y9dnVd/uG/uxtNnOES3y8eW+zeb9ufT9be0KnOlcJtlB4zwAAAIBI5VPJMruysjK9+eabWr58uXbu3ClJ6tixo0aMGKFx48YpJibGb4ECAIAIRWkT1CHYZbc8EWrznIRKqS9PJrN3xV6CK9ifvTfvY6Df86lTpaefNkuXWSxSVJTUu3fNUmd+f8/oo+Et2gwAAIhgPidk8vLyNG7cOBUWFqr6LiwWi0499VS98cYb6tu3rz/iBAAAkYoTN6iDuxPdoTJaKlSSH1UFO5Fh58scMlXjDPZn7837GMj33B+JIZ/fM/poeIs2AwAAIphPJct27dqlUaNGafPmzTr55JN1xx136KmnntJTTz2lO++8U+3atdOmTZs0evRo7d69298xAwAaAW9KvABAbUK9dJ2/5uzwZ7/padmqqq+Zmmre/Nlvu/vs7MuaNKm5TdUSXO62N4yG+Y3xpvxXIEuFedPGQv37AgAAADRmPo2QueOOO/T000/r5ptv1pw5cxQfH+/0fElJiW6//XbNmzdPd9xxh2bNmuW3gAEA4S8UrxZHCONKWoS5+HizjFR19rJbnvB3v+nJaI3qr1lVQ/XbU6dKTz5Zc/k990hPPOF6m4b8jQmVETL+aGM+o4+Gt2gzAAAggvk0Qmbp0qVKTk7WP//5zxrJGEmKi4vTs88+q+TkZL333nv1DhIAED48uYLbX1eLBwujewB4Iy3N7OOqslik9HTP9+HvftM+Cbw9Lvu+Dx6s7NumTHFfNiwQ/barvvXpp12v62651LC/Me7eR/sIHl/XtfP098YfbQwAAABA4PmUkNm+fbvOPvtsRUdHu10nJiZGZ511lrZv3+5zcACA8GK/Kjk/37xSNz/ffFz9BFIgy7YEmqfHCAB2npyIr+vEu7/7zeplq5KTzeXbtlX2bVu3uk7G+OP1q3PXt7oa9SG5Xy417G+MN+W/vC0V5s3vTfU2JlUm2Gw27y8k8PXCA9t/orlgAQAAAKiFTyXLWrZsqcGDB+vdd9+tdb2LLrpIX3zxhQ4ePOhrfACAMOJpOZZQmUzaF+Ece9iitAkaAZvNHKGxYYM5asFqrTwR70mJrUD3Pa72X5dAv7670Tl27kqQNZZ+2tvjsNnMUU1btzqvb9/e0xJuXpd8+/99tE1jlS0b5UhRN37XAQBABPNphEzPnj21fPnyWke/bNu2TcuXL1evXr18Dg4AIkVjKYHl6VXJvpRtCRXhPLoHQPBkZZkn0YuLzfuqoyI8KbEV6H7TVd9mV70UVkO9fl3JIXclyML5N6Yqb39vsrKkpKSao2Sq/9t+f+21rv/u8LXkW46ssliMsC1HCgAAADQEnxIyEyZMUHFxsc477zy9//77NZ5/9913NXLkSJWUlGjChAn1DhIAGrPGVALL0xr23pZtCSXU6Qfgb56ceA90v+mub0tJqXzNlBQpNbVhXz8uzv02P/3kenk4/8ZU5cvvTW2JtepKSlz/3eHrhQcFSpNhOAfMBQsAAACAM59KlpWXl+v888/XJ598IovFotatW6tLly6SpMLCQv32228yDEPnnXeePvjgA0VF+ZT3AYCIEK6lVWw28yraggLzpJH9ymNXZU7C8USYO+5KuTSmYww5lDZBIxfM34GpU6XZs6UTJ5yXN2TfVlupralTpSeecL1dXJw54qixqu33xjBc/wZfe23t8+u4U7W9ed0e/38fnak85VsynJIy4fD3DIKA33UAABDBfMqUREdH67333tPUqVOVkJCg/fv3a82aNVqzZo3279+vhIQE3XvvvXr33XdJxgBAHcKxBJa7UT1S47gquTaN5cprAKEjWCW2pk6VnnyyZjJGkpKTGy4Zk50tbdvm+vUff1xy998JV3E3Ju5+bwzD9W9wdrZvyRjJ+e8OX9ujVTkyDEvYl4oDAAAAAsmnETJVlZaWas2aNdq5c6ckqWPHjurfv79iY2P9EiAANHbhOEImHGNGGAvylbSuRoMxQXXwNNbPw2Yz59rYsMEsSWW1Bj4ZEh/v/gR+ZmbD9Oee/J7ExEjl5TW3bewjZNxJTXUeTeQte8Kktvfcq/ZYpY+2vVKsGU/ENWg7RhhihAwAAIhg9U7IAADqJxxLYLk7iRepJ8cQYEE8cePu+5mb2ziSAOGGz8O/qs9PUlVD9ed1/Z7YR/G40qSJdPx4YOMLNfbvQH3Yy8D57e8OTq7DW7QZAAAQwagnBgBBFo4lsJjYHg3J9p9oZSpP8TqmzIFxjomnG0JOTuXJSqny5OWMGQ0XAyrxefhXXJz75xqqP6/r9+Tpp91v27NnYGKy2cyRO/Hx5n31Pqeu5719naZNzX01bVr3/nJyfHstu9RUswxcuP3dAQAAADQWjJABAHgtHEf1IDw52poqZChKFoshw7A02IgIRoOFFj4P/6pt9ElD9ed1/Z7UNoonEDHWNQrLX6O03I10qWt/tZWZ80RAviuMdoC3aDMAACCCMUIGAOC1cBzVg/BkjogwZPz/P1nsE0Z7OiKivleyMxostPB5+NcTT0j33GOW/rJr27Zh+/O6fk/cjeJp0iQwMdY1Cstfo7Ts+6murv25+g5I5siXlJS6X7e0tH6jev5fe/ceH0dV/3/8PUk22bRpitK0hR+S5dIWELKItFaRmwjlyxchDfjlJlgQQVSqAokUgVC+SikgXvAriEhbBEQkC3gHlZsgILfSoNAL0AKCCAiF1Da0zfz+GCbZ3czMzszO7G42r+fjMY80uzPnfM5lzqZzduYAAAAAKA53yAAAgIpVzB0RUXyTnbvBKgvtMfq0t0u33+78+q23Rp9foTGnvl7auHH4+0HXsyl0p4vbGOd1Dphm7ntuIl97ibsdEBR9BgAAjGLcIQMA8BTVs/KBMKxvg+deWfR7R0QU32TnbrDKQntUhyCfK3/5i/Przz8fT2yF7sKqrXU+zn7db9nc7nTJzy+f1zmQ/15rq3XnTH4+rL0EAAAAlA93yAAAXEX1rHwgrKE1ZDbLVO3gGjJ+LsKz3ghQeYJ8rnitcVNbK23aVLr47DHH6w6Zm27yXza3NWSy349qojH2sZC7HRAUfQYAAIxioe6QeeGFF/Tiiy9GHQsAoMJE9az8qHC3zujT0SH13LBBbepVUuvVtuuA7wuVrDcCVB6vz5XsMT6Vcp+MkaSBgXjiK3QX1s47Ox+3yy7BPjM7Oqz1epykUtHe9cVYCAAAAFSOUHfI1NTU6KMf/ageeOCBOGICAFSISrrDgLt1RrGQ36RlvRGg8rh9riQS1p0nhdY/yVaO+/y9xpVjj/X/mel1h0zUn7Gxj4Xc7YCg6DMAAGAUC3WHTHNzs7bbbruoYwEAVJhK+lZtpd2tg8rHeiOjT5R30XFHXjzcPldqa4NNxrit5SLF23Ze40qQz8z5893z8PsZ67ecjIUAAABA5Qh1h8zHPvYxJRIJ3XvvvXHEBACoEJV0h0El3a2DEuObtPAhyrvouCMvPm51a98hE0Rnp3TJJf7SL0XbBfnMdPtMs9Mp9BlbUX2UMRpB0WcAAMAoFuoOmc9//vN64IEH9Mgjj0Qdz6Drr79ep556qvbcc081NDTIMAwtXrw4UBr33HOPDMNw3YKmBwCjTSV9q7aS7tYBUHnC3EXndofBSLkjL447QeK+M8jpc6WrK1xaV1wx/DWntpOkM87wl2Yx5Q/ymen0mSb5Xz8mSB/lbi8AAACgcoS6Q0aS5s6dq5/+9Kfq7OzUEUccoVQqpYaGhsgCS6VSWrNmjSZMmKCxY8dqzZo1WrRokebMmeM7jXvuuUf777+/9t13X+23337D3m9vb9fuu+8eWcwAgPhU0t06KDG+SQsfgt5F53WHwXHHVf4deXHcIVGOuy681lLxI/9/Ml53nhQqRynLX+xnmt/+XpIyMUYjKPoMAAAYxULdIVNbW6v/+7//09tvv63zzjtPu+yyi8aMGaPa2tphW11dXajArrnmGq1evVqvvfaavvCFL4RKw7bffvvpggsuGLYxGQMAI0cl3a1TjYJ+g5pvXKPSBL2LzusOg5FwR14cd/FEkWbQscFrLZVCksnhr02d6r5/oXKU8s6oYj/T/PbRkXK3FwAAADBahJqQMU3T9zYwMBAqsE9+8pNqbW0NdSwAoDp1dEhLl1rf/l26lMmYqNjfoO7ttb5x3dtr/e52ITXo/kApdHcPXWyWhi5Cd3c7779ixfC7K0xTWr48eFrl4BV/udIMMzasWBE+3rlzh7/m1UaFyhFHnXop5jPNbx8tdZkAAAAAeAs1ITMwMBBoK7eVK1fqu9/9rhYsWKCf/vSn+sc//lHukAAAEcv/VnZXF3dw+BX0G9R84xqVKOgdB153GIyEO/KKvYvH6U6WYtMMMzZ43dFSyEc+Mvy1jg7J6TtdfsoxEu6MshXqo3b79vcPP7ZSywQAAACMBqHXkCmliy++WPPmzQu9hky+uro6nX766br00ktVW1vrenx/f7/68/4X09DQEOlaOQCA4uU/I99WynUQRrKga28E3b9oPGseMRjp61IVE7/bsZ2d0qWXxr+uiVMsYTmN62HrZqT3CZvbZ6IUU5kYoxEUfQYAAIxioe6QGSlaWlp08cUX66mnnlJfX59effVV3Xbbbdpxxx31ne98R11dXZ7HL1iwQOPHj8/ZFixYUKLoAQB+5X8r28YdHP4E/Vb4SPoWOeBmJNwF46WY+N3uZLnzztKsa+JUjtZWa1/DkFIp6y5HpzVi8tN2GtfD1s1I7xM2t89Ewxi5ZQIAAACqRVF3yDz77LP60Y9+pL/85S967bXXdPjhh+uSSy6RJD388MN68sknddRRR2n8+PFFBRn2Dhk3//znP9XW1qY333xT//jHPzRx4kTH/bhDBgBGBrdvZecr9C3t+fOt5+1PnWo9h3+03E0T9FvhJf8WOd+kRRWopDGmmLvcvMoR5diQyUhf+IL02mve+8V2Z94Ik90u/f3DJ2OkaOrKsf1nMUYjID7XAQDAKBb6DpklS5Zo11131WWXXaa//OUvWrVqlV5//fXB9//zn//otNNO06233hpJoFGaPHmyDj/8cG3atEkPP/yw634NDQ1qbm7O2ZiMAYDK4/St7Hxe39Ie7YvUB/1WeLV8ixwolUobY8Le5VaoHFGNDXY+hSZjuDPPkt8ubl+3mzQp2nwG2/9290dAAwAAAMgVakLmoYce0sknn6z6+npdcsklevjhh5V/o82+++6r8ePH61e/+lUkgUZtwoQJkqR169aVORIAQLG6u4e+jZ3N/t3+lnZ3t/PxLFJvXUhdutT69vTSpf4e7eNnf6eFw4HRptRjTKHzLn/MLDRG2vyUI+hY4paPH35idhJ2XCrVeBY0H7dHlOXL/oy086ivt/Kpry+cl2v7X5yIpVwAAABANQo1IXPJJZfINE395je/0VlnnaXp06cPT7imRrvvvrv+/ve/Fx1kHOw7Y1KpVHkDAQAULf9b2em0tf6A329pr1jhvP7M8uXxx17NKu2uAKBcSjnG+Dnvwt7JUqpyrFjhb79i7r4JOi6VajwLk49Tuzj55z9z81i2TNq40cpn48bCebm2/4rC/6Xk8wAAAACwhJqQeeCBBzRjxgx9/OMf99xv8uTJeuWVV0IFFsTrr7+uZ555JueRaZL02GOPOe7/ve99T3fffbemTJniOJkEABh58r+VvXCh/29ps0h9PLjzCLCUcozxe96FuZOlVOWYOtXffmHvvgkzLpVqPAuTT9DHdtp55CuUl2v7Tx3wzlx8HgAAAAC2UBMyb731lrbddtuC+61fv17vvvtumCx0zTXXaM6cOZozZ45+8YtfDHvtmmuuGdz3Bz/4gXbeeWf94Ac/yEnjiCOO0JQpU3TMMceos7NTX/ziF7XHHnvoq1/9qrbYYgtdf/31qq3lmccAMJo4PTLF6ZFnpin9/e88VqUY3HkEWMI+IiyMOM+7UpUjjnqxha2fUt4dFCSfTEZau9b5Dhm3dvK6o8YrL9f2n7fRu1AuefJ5AAAAgNEo1ITMlltuqTVr1hTcb9WqVZo8eXKYLHT//fdryZIlWrJkiR5//HFJ1p059mv3339/wTROO+00feADH9B9992nK664QosXL9b69ev11a9+Vb29vZoxY0ao2AAAI5PbI1Okocf3JN57FL5h+HuEC9xx5xFgiWqxez/iPO9KVY6OjqGx2E2h992ErZ9S3h3kNx/7M+2FF3Jfb231fmznpEnu+XuVybX9D9scabkAAACAamaYpp8nDufq6OjQr371Ky1dulQf/OAHJVlrxsyZM0fXXnutJGvyZO+999ZnPvMZXXfdddFGDQBACOm0NcGS/clnGNZFpaVL/e8Df+yLhfa3qO2fgS/grlsnNTVZ/+7rk8aOjSVeoBpEdt6VWVeXdOml7u+3tEj/+lfwdMPWT6nqNUg+YT+vUinJ67t1cYzR1dIvERE+1wEAwCgW6g6ZL33pS9q8ebOOOOIILXX4a//pp5/WSSedJMMw9MUvfrHYGAEAKIr9mLJlywo/MqXYx6o4PRLN6bXRoJR3BVSquNt+tPYtuAtz3lViP5o50/v9d94Jl27YcanQcX7rsNB+QeLz+3mVn+fLLzvHZhjBx+hMRkrPTKpR/1FaS5W53flx0HweAAAAAJZQd8hI0llnnaXLL79chmFohx120LPPPqvJkydryy231N///ncNDAyoq6tLF198cdQxAwDgW/63cvNFeYeM2zeA7TSyX+vpsS5QwYcR+k1at/4QVdvHnT5Gh0rsR3ZMXtLpyrlr0W8dRl3Xfj6v3PLM/0wMcyfoUNqmTNOQoQGZqmEMQmEj9HMdAAAgCqHukJGkyy67TD/60Y80efJkrVq1SqZp6pVXXtFTTz2l97///briiiuYjAEA+BbXN7Tnz/eejMlfkLqYRavz88rOM/s1w5AuvDBceYpVid+Er1ZO/SHKto87/Wz0m+pVyn4UJKZC/IzJpeI29h93XO654qeug5xrfj6v3GLLn4zx+znnXG4rAFM1kkwdfTRjBAAAAOAm9B0yNtM09cQTT+i5557TwMCAPvCBD2j69Omqq6uLKkYAQJWL8xvajY3Shg3O76XT1gWo/EemZDLWBbLly60Fh532CZpXvmRSWr/e375RqcRvwvsyQr9J69Yfomr7uNO3jdh+A19K1Y+CqKuTNhdYJ36HHaRVq0oTTyGFxn77XClU12HOtUKfV34+l1pbpe98J/jjw/yWGxhmhH6uAwAARKHoCRkAAIpVzGPCypm2n7ycxJV/IaWsi0iN0As3cdd3qdpzxPYb+FKJ7VtTU3gclfztUwpeY392XRaq6zjaotDnUjHp22uzeb3PGAFHI/RzHQAAIAqhH1mWzTRNvf7663rttdc0MDAQRZIAgFHE78LEYRTzCLIo8rKVIv9C4qxnDBd33ytV36bfVPcj20o5RrrJr99KmWjJ5tUH7Dp0kn2uFKrrYs61TEZKpazJrJoa69+ZjHdsQdJ3UqiPjKYxAgAAAPCrqAmZP/zhDzr44IM1btw4TZo0SZMnT9a4ceN08MEH64477ogqRgBAlZs6NXfyQrJ+nzat+LQ7OqzHprS1WY+FaWuzLlIFfTRLMXmVKv9C4qxnDBd33ytV3x7t/cZ+jFRvr/V4pt5e6/dqmZQp5RjpxKl+K02hPmDXYTI5/Njsc6VQXYc91+z41qyxJlhM0/r3EUdIDz3kfWwx53JHh/W4M8l5xme0jBEAAABAEKEfWdbZ2anLL79cbocbhqGvfvWr+va3v11UgACA6uf23PxyTVxUqxFbzzzapKxGbL+JSCU+0qua+H3Uo5NS3Unjtw8Ue66EPd7r0WHJpNTf7/44tWLPZTtmt/dGwxiBEPhcBwAAo1ioO2Suv/56ffvb31YymdSZZ56pZcuW6Z133tE777yj3t5enXXWWWpsbNR3v/tdXX/99VHHDACoMk7fGu7qki64oLIeETTSH1tU7m/CFyuj2UrPTKq+3mqD+vqR1Q4jtf+MlH4TV/0+/XR0j2wbqX0gTk6P6ao0fh8lVuxnmdu5Zpre/WbFCvc0N2xwr98ozuWODqnnhg1q0auy7pQxlUhY5a60MQIAAACoBKHukPnIRz6ixx9/XHfddZf23ntvx33uv/9+7bffftpzzz31UKF75QEAyOL2LeGeHuviDzGNMuvWKdN0vI5QRtYFv6Fn+oyUdqD/xCuu+nX79n+YO2ToA84KLQzvJpmU1q+PPh4nYe+SiqLN/aQR9A6ZqO/wyty4QUccl5ShAZmqoW+jMO6QAQAAo1ioCZmxY8dqxowZuvvuuz3323///fXII4+or68vdIAAgNGnEh8RVIkxjRrr1indtEq92k2mw829I6Ed6D/xiqt+vS50B72zgD7gzOuRV166uqSFC6OPx0kxjxIrts39pOFVh11d0iWXxPvIwfRum9X7lJEzPtO34YkJGQAAMIqFemRZMpnU1ltvXXC/rbfeWvX19WGyAACMYn4fD1NKlRKT1yOPqvlxSCs01XEyRvJuh0qpk0rpP9Uqrvp1exRUIlH4MVJ+Y/z734uLcaTr6LDqM6goJmP8jg9hH9sXRb/0k4YdX2urNRFiGFIqZcW4cGFu7NtuKzU3W8cYhvXox64u//FIw+vt6eU1w8ZnxjcAAADAWag7ZA466CC98sor6u3t9dxvt91201ZbbaU777wzdIAAgNGnEr9JXgkxeT26RqrixyGFvEOmkh4RVQn9p5rFeYeMU7rbbiutWROsb6VS1jFOquI8LUKYx5YVu+5MKcaHUt0h45fXnTSdndadNH7TyK83+3FlxcaIUYI7ZAAAwCgW6g6Zb3zjG3r66ad1icdf7ZdeeqmefvppnXPOOaGDAwCMTt3dQxd6pKELPt3dozum+fOH8pWG4rnwQu/3qkG35r93sS/3KqxXO1RSnVRC/6lmcdWvW7r5/y62b1XLeRpWOc6DUowPUfTLKPv2/Pnu711xhf808utNMq21Y7S56BgBAACAaudrQua+++7L2QzD0Je//GXNmzdP06dP1/e//3396le/0q9+9St9//vf14wZM3T22Wfr9NNPV01NqDkfAMAoFvbxMNUek9eja6r9kVgdulU96lB6twElElYbJBLe7VBJdVIJ/aeaRVm/2Y9jmj/funMgP91XXw3et1591f29cj36sL7eKmddnfWzvr64R/uFfURgmMeWBYnRKa5SjA9u/TLI4+6c0ujqki64IHg9uz2CT5I2bPCfxvC7kwzVaqPa1Ktkg8n4BgAAAHjw9ciympoaGfbXsrLYh+a/l/26YRjatGlTFLECADCqeT26xjSr+JFYIR9twmPCEJTfx1iF6Vtej+VKp0v/6EM3YR/dVewjwLwe6ebGT9pucbW2Si+8UPrxodh6KuZ4rz6YTErr1xfO3zkNU5KhHnWoo++nPH4KhfHIMgAAMIr5mpDZb7/9HCdk/Lr77rtDHwsAACxuF+Lsb1y7vTfiv6Uc8sKNV32N+DpBLPxOtITpW14TIaXsk05lzBdmYqLYCdAwEzJ+JrKCrgMUd1sUW0/FHO/VB7u6pIULC+fvloahAbVpmZb2TeHiOgpjQgYAAIxiviZkAABAZchkrDUOli+Xpk2zntFvXzz0em9EK+LCTdXWCWLR2Oj86CanuwfC9K1MRjrjDOvODMm6S+Pyy0vbJ93KmM/vHROF0vWbjt+4gqbtFdcNN5R+fIirnvwen8lIX/iC9Npr1u+JhPS1r/mbjLHV10sbNzrEoPVa3zfAxXUUxoQMAAAYxVjgBQCACuW07kFHh/Ut6PXrrZ/ZFw+93vOTdrnEGctIrRPEy62tp04dWjzdZhjWxfp8QfpW9jGrV0sDA9b2/PPRTwBkMtbdJjU11pZK5fZlpzI62bzZPY3svOx6lPzXnRO/cWVzSju/bSdNco8rTBsWq1AfKzQOBemjbrbaamg9mptu8n9njB1Xba1DDNqsaaqSRcsAAACAGHGHDAAAFajYdQbKlXYssZTgm7SVVCeIl1dbSyP7MXdej6Sy+3KhNWS8ZJ8P+fVoC1t3YeLKT9utbYuJK2phHj3pVe9ByhN2nCvc1qZM01BGszW773rudkBh3CEDAABGsaImZDZs2KBHH31UL7/8sjZ4PGPghBNOCJsFAACjUpwL0lfSYve+YinBhZtKqhPEq1Bbj+TH3Hkt2p693orXei3JpPujw7LTcFuLJpm0foapO7vun3zSe79EQvr5z4en7bVezBZbVE6buvWxIGsYhemjYce5gm09ZbO6e4/UbN3GxXX4w4QMAAAYxUJPyFx66aW66KKL9Pbbbxfcd/PmzWGyAABgVMhkpPnzpRUrrMfRdHdLxx1X3DoBbul2dBS/BkGUfMUSw4Wb/Lp5+mmXNRHKUCeIVxT93+3cKjevdViyy+dVB5J7GoYh3XJLvONIJiMdeeTwi//ZamqsR6rlq6SxLZvf/uJ3HR177aGgfc4t/ex2teM94wz3STvbYL1ycR1B0WcAAMAoVhfmoB/84Af6+te/LknabbfdNGXKFI0bNy7SwAAAGA3yHwXT22v93tpqLfyd/01mv+sEuKXb02NdEHT6lnSQNQiiUo5YnOom//FGpYgD5VFsn/M6t8o9KTN1qvsdMtnl86oD03RPw36kVlzjiN/Hlg0MSO3t0m235b5eSWObLUh/cYrfyZo14fqcW/rZ7Sr5a4Ny1ysAAAAwUoW6Q2annXbSc889p56eHn3qU5+KIy4AAEYFr0fsrFkTft0Dr0fTnH9+5ayT4Ws9hIi/Sev2+B2pMuoE8SpmDQ6psh9v5zWhkV0+P+uYuIlzHPE6N53iGBgYXsZKGdtsQfqL21otXmkH6XNe/cOOyWtCLnvfnHrlbgcERZ8BAACjWE2Yg1avXq199tmHyRgAAIq0YoXzt5VffdX6tnJbm/VYmLa2YBcV3dJdvtz6RnUxaUepHLE41Y1krUtRCXWCeBXb57zOrXKzy9baal00NwxrvZj88nnVQXYaTuIcR9zOTbc48lXS2GYL0l/y4zcM77SD9jk7fad07ZhWrCicTiXUKwAAADBShZqQmThxolpaWqKOBQCAUWfq1OEXx+xHwXR0WN9+Xr/e+hnk4tekScNfy37ETDFpRy1oLJmM9c3w+nprTYT6euv3TMZffm51vssulVMniJdbn7P7VmOje5+aOtU5zUp6fNP48VJDg7TbbtK3vz28L9trmixfbpXn/POH7zN+vPuEQFzjiNO45cYttrAx+Wl7v7LTcorV7XFf+e2y7bbe+eSnkclYE3A1NdY2caL1e3aZOjqsfuFUf36eQG3flcP4CAAAAIQTakLmv/7rv/Tggw9qIP85AQAAIJDu7qFH60hDj4Lp7g6fZibjvBhzselWgszttTriCOuROhs3WgtUb9w4tC6Dn4uocdQ5Rj77cU69vVa/cutTs2Y5H+/2ein5KUOhfbLfd7tbJY6yuo1bbg4/PNq8/bR9mLQ2bPA33jjFUKg+stOwj1+zxkrfNKXXXrN+zy/TrFnObfvaa9a+fvMEAAAAEFyoNWRefvll7bnnnuro6NDll1+u+vr6OGIDAGBUyGSkCy+0vhU9bZp1wauYbx+7rcOQSknPP19UqOWR9az59K6b1Pu3Wtf1X/yu4xF1nWPk87vWRyWvIeMntkL7FFrHJa6yBlk/pr1duvXWePMOW063ciST1k+38cZrPTEpd3ImlZIuvzw3jXTa39ovfteJyZdISD//ucs4yXogCIo+AwAARrFQEzKS9Nxzz+mwww7TunXrtP/++2vbbbdVTc3wG24Mw9B5551XdKAAAMCfxkbnbzknk9ZjfEacrAs3jQ0D2tDvvrDCiC0jys7veVPJ55ef2Art4/a+W3pR8ZNvqfMOk1fYtIqNIUj9Sf729R0HF9cRFH0GAACMYqEeWWaapr73ve/pmWee0Zo1a7R48WJdeOGFuuCCCwa3+fPnD/4bAIBqF2T9gSjXKnBKb9Ik/2sWjDRTpwy4rh3htS5DofqOuk1QOk5tF6Y9vdZzys7LTZD1T+LiVAZJ6u8fqodC5XRLw2lfqfg1nWx+6y+KcSy7f6RS0ubNw/cJO5746UdOabrp77eOr6+31oRxy9dv/fX3O5e3EM/4b69VWkvVqP8oPTPJ+AkAAAB4CHWHzCWXXKKzzz5bdXV1OuSQQzRlyhQ12d9wcdDNw4YBAFXMfna/vTaA/bOnx1pAOey+xeQtDX8tkxmhj+XK+iZt5ob1OuK45LBd3Mrop76jbhOUTpD+X6g93dKy+5T9vpdy95n8MmSzX+vslC69tHA5vdIoVCdBzyE/dWsr9nFlXuWzxTGeuI2/QcqeH5+db5g0gnKr98HyakCmamQYpkzTKPu5gArHHTIAAGAUCzUhM3XqVL388sv685//rA996ENxxAUAwIgRZP2BqNef8Fp3YIstqmSNlLwLN5k7xurCC6W//12qrbW+7b3LLsHWZQiypgYql991R/y2p9faQuVaWyUouwzLljlPqLS1Seef772GUnY92Hfc/fOfweokSH34Wf/EVuwjy/z0mWRSuvHGcOOJFGyNqiBr52Tzs+5Pba30gQ9Y68+Ee0j1ELd6t/K2JmGcYgMcMSEDAABGsVATMo2Njdpvv/30u9/9Lo6YAAAYUYI8+z/q9ScqeT2LyBRx4SaKNTVQufyumyEV357lWlslrFL060J1EvX6J7ZiJheKacc46jRo2Z3yjWJdID+c6p3xE6EwIQMAAEaxUGvITJ48WePGjYs6FgAARqQgawaEWV8girxH6xopfuon6jZB6RRa7yRb9joqYfhdo6NS1ioq1K+jiKVQ/futsyDr7ySTxcUedI0cv8eGqb9MJtx6LlJunF7157ZuUFDJ4U+KlGSnnTtTw/gJAAAAuAs1ITN79mz9+c9/1oYovmoFAMAI1909tFaANPR8f6cl1ILsG1Xe9jP+e3utbzL39lq/j4ZJmVmzhn+r2zSt121RtwlKx6ntbPkXoE0zfN/PZKzHPhXS3+9+jpX6PPTq11HF4nR+ZVuzpnCafuvWdvDBxcVu14sbr3Pf7dj+/uD1Z7fBxo3+j7Hlt6Vb/dlx2e1UzKTM3LnOr1t1YsjQ5vdiMxk/AQAAAA+hJmQuuOACvf/979cxxxyj119/PeqYAAAYUTo6rMWV29qsbxG3tbkv4Bxk36jynj8/dwFr+8LchReGy3MkueOOwq9H3SYoHbe2s19zmpQJ0/fnz/d+3zAKn2OlPg+9+nVUsbidXzY/aRaq22wtLdJzzxUXu10vbnd8pFLu577bsWHqL0i5JSmRsMrv1pZO7LjuvDO3LyQSzvsbhnXHUXv7UBmTSamrS1q40PmYjg6p54YNalOvklqvtl0HGD8BAAAAD6HWkDnppJP01ltv6bbbbtO4ceP04Q9/WNtuu61qaobP7xiGoZ/85CeRBAsAAIIb8c/4j3kNGVSvqNo/7BoclbpWUSnrpVCaQdcBkuKN3U86UdRfVOsfhWmDyPsi64EgKPoMAAAYxerCHLR48WIZ730V65133tE999zjui8TMgAAlNfUqdZjfbK/gjFanvE/msuO6Np/6lRp2TL395NJ6/FQXvlUUl+Msl7y08nmJ81CdZuflv3ouThi95tOFPUXtNxBYil0fCX1RQAAAGC0CfXIskWLFunaa6/VokWLCm7XXntt1DEDAFAxgiwuHXYh6mIX385f5yF/jZRSLjReam7raMyaVf4yx1nv1dymQRS7PpBdj08/7b3fwQcXzqdcaxU59QWntVDCxOK1Hkuh8vmt2+z4enulv/1t+Hoopin9/e/B+np+e9jpvPVW4TT8tqXXeehV10H6iJ81cbLXzHI7xi57fb0Vb12d9bO+fij2/PJ0db33+5ZjlNZSdelipWcmc8rLWAQAAADkMQEAQCg9PaYpmaZh5P7s6Slu3yiOyz8+f+vqiib9kujrGwq8ry/w4T09pplOm2Yyaf3s6ip/meOs9xHRpiWU3/6ZjP/jsuvPbbPf7+wsnE/YWMJy6wudnc5lCdpH3MaXRMK7fH7rttBWW1v8+Nja6tyefsZmr7b0cx7a+RuGtaVS1vgUtI+4tadXvkHqObud8tts6PfN7/0+4HrMaB+LkKXIz3UAAICRLNQaMgAAwPq2r9NjX9rapKVLw+8bxXF+jy82/ZKI+FnzlVDmOGOohPJVA6d6dFOp9evWFxoanB+xFrQMUY5rQUVVjrjOl1Keh4XqMz/fKOrfmSnJ8NyjUs8VlBhryAAAgFGMCRkAAEIKsjBy2EWUi118udDxlbTQuKuIL9xUQpnjjKESylcNgiy6LlVm/cZdhqjHtagEKUdc50spz0M/9Zmdb9z1X0glnisoMSZkAADAKBZqDZmTTjrJ9/a5z30u6pgBAKgIU6fmrj8guS+MHGRfP8dNmuTvufyF8vUbV6WuA+AWl1e8kyY5p9XfX7qyFar3Yup7JLRpobzL3d/C5Ld5czxxOtWF3/px6wvJ5PDXbfYaItlrh7iJclwLyq0cQRenj+tcdCvjuHHR920/9Zk9vk2dWnyezgp/zy9o+wAAAABVJ9RzzgzDc6upqTFramoG/w0AQDVyWyPAbe0Iv/v6Oc7vc/kL5esnrrKvSeLyrPlC62M4xVto7YRSlc2r3qNaN6hS27RQ3uXub0HX18jfoowzrvM/fx2lsOdDVONa2M1tPagga/PEdS569aOo+7bfPmvnt8MOxdW7U5rSpvd+L7yGTNxrJ2EEYA0ZAAAwiinMQYsXL3bcrr32WrO7u9ucPn26aRiG+bWvfc1cvHhx1DEDAFAxgizSXczi4tnH2YtA518US6fD5Vvo/ba2YPlFzuXCjVtcyaR7vE7HOF1gLEXZ3Oo9ivqu5DYtlHe5+5tbH0kkrK3QBeoo4/TTX8Oe/9mvO50zfuu+2HEt7KRMKlVc/n7KUGxfbG0tru2C8JNX/kSJ05ZIWPVQW2v9tH93Oq6l5b16axgw03rC7NLFZnq3TTn1GEX7oAoxIQMAAEax2NaQ6erq0o9//GM9/vjj2m677eLIAgCAUanUa4SUfU0Sl2fNh1kfQ/J3TDnXOChFfZezTSt9XSOv/KVga3XEFUvU+RbKJ866D7ueSSX01bDHh00virwKcfqfYcF6YD0QBEWfAQAAo1ioNWT8uOiiizRu3Didf/75cWUBAMCoFHbdhpGSn19B1sew4/Wz1kK5y1aK+i5nm0a1rlE54vPTf+JuJyfF1o9XPnHXfdj1ZCqhr4Y5Pl9U9RukrwR9r9znJAAAAFBNYpuQqaur0x577KE//vGPcWUBAEDsyr24uFMca9da32K2L5AZhvV7d3c8eXd3u+cXpH6irsv8uCTr9w0bcr/lnR2v0zH5TFOaNcs75vzXu7rcy5bJSKmUVFNjbamUc9ntNJ9+Ov72nTXLvY7i5tWf/LxfiJ9+5rWPV/759ebE7jt+BY3FiVOfra+30qyrs37W1zv3zew+ly+qfuFVRj916iRoPYdRbF+0j/dimtKTT3qPDWFjteWPkW79aNw45/yd2sg0pZdfttIymsbI0GZraxqjxkZrTAQAAADgIM7noR100EFmQ0NDnFkAABCbci8uXiiO1tbSPZffaR2AIPVTVF16PGu+p6fw2gktLcMXtPc6xo6ts9M55vzX84/LLpvXYtvZZXdb5DyRiL593WLq6oouDz8xFLOukVe6hfqZ333c+rufze8YETYWuw+69dlCfTu7b3qtKZJ/7oThVcYgdepWjrgVuwaKW5vU1hbff/zE2tNjtWPYeg3bRnZ/BByxhgwAABjFYltD5umnn9aee+6prbfeWitXrowjCwAAYpVOS7291hUDm2FIbW3S0qWjL458QeIqqgwFnjXvlHY2p/UZCh1jGFJDg9TfPzxmp9edjm9rs/ZZtsx5n3R6qOylbONK7U9R8FO2sOUv1GeCpBUk3iDHBe2bhcoTxdomXmX0E4ObkdJnvdrKbc2X7LEhCkHWl3E6X9zGsELKuRYXKhxryAAAgFEs1ITMdddd5/reO++8o6efflo//elP1dfXp3PPPVfz588vKkgAAMqh3IuLV1oc+YLEVVQZCly48XOxMf+vnagWwPZSaBH47LKXso0rtT9FwU/ZwpY/SJ8pdtH3KGNxi0/yl0axX93yKqPfGNyMhD4bpq2iLlfQNXr8nC9+xfPVP4x4TMgAAIBRrC7MQXPmzJHh8Ze9Pcdz+OGH69xzzw0XGQAAZTZ1qvM3m0u9kHGlxJEvSFxxlsEp7Wz2hd8gx0Rxh8y0ad53yGSXvZRtXKn9KQp+yha2/IX6TJC04oglTN/0c4dMsbzKWOwdMiOhz3q1ldtER9TlSiaD3SGTf74Uc4cMAAAAgFw1YQ464YQTXLeTTz5ZF1xwge6//37deuutSiQSUccMAEBJFLugc7XFUUxccZah0MLZc+cWjiebHdvcuc4x57+efVz2ft3d3uXLfq+UbVyp/SkKfsoWtvxefcYWdtH3YmPJ75t+4vNTHqdzJyivMvpZ9N7JSOqzXm3ldUyUTj/d335u50tYUfQfAAAAoOqUdQUbAAAqXLELOofNs63NyrOtbWjxa6fFmvP3C5t+0Fjs11pbrc1P/fhZyN0p3bZdN5k9mu25+K+ddm3t0MLUyWTuQvX5ZensHIqntdVa+NowrK211b3encrS1eVets5O00wkhtYvthdK7+mx8sleBDuRsMqQTFr/DtKufth1kEgM5VFsvw7bD+Pi1WZe/dapfzj1/fw2y95aW/3XpVdbdHZar9n92Glx9EJ90043uz/lt3V2Gs3NuYu7t7f7L0Ohtvc697PjzT5PnLaaGu8+a7dP/nlcTOxh5LetWxvkx5tKeY+LTmOw12vZ8vvUjBlWXNn1W1trtbsde/77dt9obs5/byBn89t/MIr19Q11IJfPdQAAgGrFhAwAABWkp2foolf2z/yLa373C5u+175h8g1a7twLgANWHpod+sJNoXKHrc+w+XZ2el94jjqOuMoYV71FLWj7u7WDV7sFKbtXPG55OE3KlKp+ojrGj0LnRqHxys/+cfZbtzjC5BFkDA5SHq+6KrRNn154n0odB1BBmJABAACjmGGaplnuu3QAAIAlnXZeb6CtTVq6NPh+YdN329eJn3wLKZSXoc1qU6+W9k0JtfhvoXKHrc+w+XqtH5Eviji8Yikm7bjqLWph2j+fn3bzW3aveJYvd84jzgXsw7RjXG3vZxH5dNp5vHJb6yR//zj7rVdfCpqH3zHYiVdeXnUVlUocB1BB1q2Tmpqsf/f1hfpcBwAAGKl8Tchcd911RWVywgknFHU8AACjhdvFyPyLsX73C5u+175Oir1Y7CevpNZrfd9AqAs3hcodtj7D5htUFBfj4yhjXPUWtbDtH4afsnvF4xVHXF+jCtOOcbW915o2Xnl4tWFU46cfhfpSkDyK7ZdueUXZ38PkDzAhAwAARrM6PzvNmTNHhp//HblgQgYAAH+mTnX+5va0aeH2C5u+275O/ORbSKG8DG3WNC2XNCWy9LPjDlufYfMNeodMsXF4xVJM2nHVW9TCtH8+v3fI+Cm7Vzxed8jEJUw7xtX2hSalJPfxyu2uj6jGTz+8+lLQPPyOwU688vKqq6hU4jgAAAAAVIIaPzt94hOfCLw1NjaKp6EBABBMd7d18c3+HoRhWL93d4fbL2z6bvvaguZbSH5e2QzDlKladWt+ZOnnxx22PsPmO3eu93FRx+EVSzFpx1VvUQva/rYg7Rak7F7xnH668zGF+kwxwrRjXG3vVv78vP285vZenP3WTjtfmDz8jsFOr3nlVUw5Z8wovE+ljgMAAABARYh6UZr77rvPnDlzpllTU2MahmGm0+moswAAYETo6THNtjbTTCatn34XOO7pMc102jounTbNTKa4/fwelx9vZ6dptrZaCzQbhvXvTCZ8vkHiam01zVTqvTx222Rm1J6z+G+Yui1U7kTCei+RsN7v6hpefr/55NejW74tLbmLYTc3W6/Zeba0WPlmlzNsv/KqA79lcVtMPZ226i2RGFrU2299hc03aDotLUPxJZNW+2bv19qa2xYtLVZ7BFnwvLk5mvO8s9N63SnWQuXMry+7bE59qrV16N9e9eO3DF1dw+PIjq21Nbd/232ks9M0a2sL129NjXdc+WVNpXLrNT8Wu+xhxzG3erfrpbZ2aIF7w7Dit8cYr/pxK39LixXn4YcPpWvXS2Pj8P2zz8f8sWTSJPd8EgkrTaf37HLkvj7w3rbZrK0dyBk/89Pt7Axez6hCfX1DHeO9z3UAAIDRIrIJmd7eXvPQQw8dnIhpbW01lyxZYg4MDESVBQAAI0ZPz9DFq+yfYS8sxy0/3uyLb2WPP+/CTZR165ZWZ6f7xUqvfILEVqjO3dqgVO0SpixB66vYfIOk41Sn9gXxIJMufrZSnide9RW2bGHq3C0OtzYodf1GPSYXSq9Q3Yetn+nTo++vUW9e46f9PkY5JmQAAMAoZpimaRZzh82LL76o8847TzfccIM2b96sLbfcUuecc46+9KUvqb6+PqobeQAAGFHSaec1CtrapKVLyxaWK6d485Ut/rzFf9MfGxtZ3bq1k9daIem0ez5B2t1PnfsRV7sELYvbmhRe9VVsvkHTyWanaZrRtEN+3qU6T7zqyzTDrxUStM6j6s9+84rqXA977hRKr5T1UVlMJZOG5zpAyaS0fn3pIkIFyvtc19ix5Y0HAACghEJPyLz55pv61re+pR/+8IfasGGDxowZo6985Sv6+te/rubm5qjjBABgRGlsdF+YuxIvRLnFm68s8edduGmcMDayuvVbbr/5BGn3MHmHiSmsqMoSNLaozh0/9ZtMWj+jaofsdEt1nnjVl1Rc2YKUI8r+XEiU53rYtiqUXinrYyQafRNVyMGEDAAAGMVqgh6wYcMGLViwQNtvv72+853vaNOmTTrllFO0atUqfetb32IyBgAASVOnOi8QPm1aeeIpxCnefJUSf5R165aWfTHbiVc+QWLzU+d+xNUuQcviJmhsUbVvofq104yqHbKV8jzxqi+vdikkaJ3HUY9uojzXw7ZVofRKWR+VxfQcPyXv8RUAAACodr4nZAYGBnT11Vdrxx131Lnnnqu1a9dq9uzZeuqpp3TVVVdp8uTJccYJAMCI0t1tfQPYviBnGNbv3d3ljctNfry2Sow/yrp1S2vuXO9jooitUJ3n/579einaJWhZvNKJK98g6WTLTtPeL0qlPE+86itsHGHq3CmO7PSiFOW5HraOCqVXqF+FrZ8ZM4LHWlqG5/gpeY+vAAAAQLXzNSGTyWT0wQ9+UKeddppefvll7bPPPnrooYd0yy23aGoxX70DAKBKdXRIPT3WegLJpPUzk5Fmzx7aJ5Ox1hlobLR+ZjKVE29rq9TSYr1nGNK221rxmebwmEtZjszttZo/X0okrHVeEgkr5q4u6YILhmLo6nKPyY63vl467jiptnYorW23tcp96aXWvrW1Q3WQSg1vw+z0Ghul+fOlzk4rHfsia2ur84XZ/Dq3487+vb3dik2yfnZ1Fe5Xoes2rx0l/3nZZWlttcrtVV+F+Dl3wqTT2mrFZKdp95njjrPea221+kAyaf1sbZWC3vhdU2Ol6xZrV5dVv4Zh/ezqCpa+E6/6ym6XbImEtbW0WD8lq6/b/d3ua0HGKzuv/L6ffz44nVOdnUOvF1Jba7Wb0ziTH2P2OGCfm279yq18bq93dFjp5Z+fdnp2faTTQ/2qtnaof9n559eZWz3Y7fXEE/7ryovXJFBz89D4748pyVSLXlXmxg1auNCqG7tv5fv+96Pp+wAAAMBI5GsNmZqaGhmGMbhOzCGHHBIok4997GOhAwQAoBplMtIRRwx9q9r+2dNjXcirxNg6O62JivzXpZjL8d6z5jOarSOUKRiXzSkmySpbvvxj87mVx62u3PIPUiel7COV3B/jUKi8Xu3qh1O9dXUNTfRl6+yULrmkuPIU4qefZvNbH/nlLOZ8sI/1wymN/Lzz9/Xq00HHvOyxpBTneZC6iUrQPm9oQKZq1HPDBimZdGyLfKXo+6hQrCEDAABGsUATMqEyMAxt2rQp1LEAAFSrdFrq7R1+4bCtTVq6tGxhSXKPraFB6u8vfJEu8nK8d+EmraXqNdpkmkN/k/iNy47JNIeXzY902rk8TnXllX+QOillH6nk/hiHQuX1265e6efXW9SLygeNJ2h5CtWHU/8o5nxIp6Vly8LF5zdvtz4dZMzzGkviOs+L7Y+lYmiz2naTTKPWV7yl6PuoUEzIAACAUczXhEwqlQo9ISNJzz//fOhjAQCoRuW8OFuIW2xBRFqO9y7cNOo/2qDGomKSwpXNrTxB6iponZSyj1Ryf4xDofIWew441ZvXn9JxX2gPW55C9ZFfzmLOhzAxZqfh93intgmat9dYEsd5HsWYXCrJBus2H7/xVvokE2LChAwAABjFfK0hs3r1aj3//POhtzCuv/56nXrqqdpzzz3V0NAgwzC0ePHiwOkMDAzoiiuu0G677abGxka1tLTomGOO0XPPPRcqLgAAojB1qvPi7dOmlSeebG6xJZP+Fp+OqxxTtUKGkXv1zm9cdkxOZfPDrTx+0wtTJ6XsI5XcH+NQqLxh+4nNqd7si/h+X49SmPIUqg+n/lHM+RB0Wcr8NPzk7dang4x5XmNJXOd5sf2xVAxt1rSpA77jLUXfBwAAACqNrwmZcjj33HN19dVXa82aNdpqq61Cp3Pqqadq7ty5Mk1Tc+fO1cEHH6xMJqPp06dr5cqVEUYMAIB/3d1D6wVIQ8/a7+4ub1ySe2xz5w5/3VaKcnRrvkzTKBiXV0x22fIVunjoVh6nuvLKP4hS9pFK7o9xKFRer3b1m36+00933nfu3GBph+Gnn2bzUx9O/aOY8yFIX3NKIz9vv/l6lc9pzMsfS0pxnruNW3EKPIGnzTJVq+55G13bIl8p+j4AAABQccwK9Yc//MFcvXq1aZqmuWDBAlOSuWjRokBp3HXXXaYkc5999jH7+/sHX//tb39rSjIPOuigKEMGACCQnh7TTKdNM5m0fmYy5Y5oiFtsTq/HXo6+PtO0ru+ZPTes9xVXV5d7TPa+iYT1fiKRW5bWVtM0DGtLpQqXJ846KWUfqeT+GIdC5XVr19bWwe44bCvUXzo7rfQk62dXV2zFG6ZQP21tteIPUh9h8il0bHOze/0mErnna6G8vcYBP3EXKncpz3O3ccsuo2Hk1tWOO+buX1tr/Vuy9nWqZ8MYXm92v6itHb5/S8t7faZhwEzrCTOjdmu8dihTe3v5+j4qUNbnut1nAAAARouKnZDJFnZC5phjjjElmffee++w9/bbbz9TkrlmzZqIogQAYOTp6THNtjbrAllbm/V72HSyJzJaW3PTKpRP9vutrdaFvsG0PrDZ7NHsYRdu8tPs7IymLFHKr5eWFuv3oDGGaSc/xxRqt1IKWkav/e33si9G519Qbm4e3hb2cU4Xn+1jWlrcJwxqa61+GHW9+OlDUZwPbudh9mSIW13b+Rx+eO6F9+z68Gqz6dPd6zW7/os5v/2OQ9mTHoXyyq8zt7ZxmshrbfWuLz/1e/jhw9N26r923/SaVEwkrP3ssuePxY2Nbm0zkLfljiWVNM6gQjAhAwAARrGqnpDZaqutzLFjx5qbNm1yTfO6666LKEoAAEaWnp6hb0Vn/wx6ocxOx2mzL3J75ZP/vmtamp3z7WunY4otS5S86iVIjGHayc8xhdqtlIKW0Wv/QvXu1RZRbVFNyvjtQ52dxZ8Pfs9Dp7oudIw9EeAWk5/JmDDnjlf53MahIHl5lT+/bcL0H7/1W8mbV/mZlBnFmJABAACjmGGaplm+B6b5c/HFF2vevHlatGiR5syZ4+uYdevWqampSbvuuqt6e3uHvd/T06MjjzxS5513ni688ELHNPr7+9Xf35/zWkNDgxoaGgKXAQCASpNOS7291hURm2FIbW3S0qXB0lm2zP090/TOxymO4Uyl9aSW9k2Rxo71dUyYskTJq15sfmIM005+jinUbqWst6Bl9Nrfqb+VWjIprV9ffDp++1BDg9TfX9z54O88zE3Lb10nk9bC9G5t9uSThfN0i8FvPy3Ux7zK75ZXoTqz22bDBn8x2uz+E6RNKlUy6V7+Uo8zqCDr1klNTda/+/qksWPLGw8AAEAJ1ZQ7gLisXbtWkjR+/HjH95ubm3P2c7JgwQKNHz8+Z1uwYEH0wQIAUAYrVgy/0Gea0vLlwdNxs3x54Xyc3h/O0HJNy8mz0DFhyhIlr3qx+YkxTDv5OaZQu5VS0DJ67e+vP8Ur6AV4N3770IYNxZ8PQeotaF1v2BDdeBP22GLGIbe8CpXfbpug7GMqoS8Xy6v85RyfAQAAgHKp2gmZKMybN09r167N2ebNm1fusAAAiMTUqdY3uLMZhjRtmvP+Xum4mTatcD5O7w9napqGrt75OSZMWaLkVS82PzGGaSc/xxRqt1IKWkav/f31p3glk9Gk47cPJZPFnw9B6i1oXdt3yEQx3oQ9tphxyC2vQuW32yYo+5hK6MvF8ip/OcdnAAAAoFyqdkLGvjPG7Q6Yt99+O2c/Jw0NDWpubs7ZeFwZAKBadHdb3762L/gZhvV7d3fwdLzeK5RP/vvODHVrvmvsg3sVWZYoFcrbb4xh2snPMYWOL6WgZfTa334viKgves+dG006fvvQ3LnFnw/+zkPnui50zNy53m02fbr38V4x+OV3HAqSl1f5s9smKPsYv/VbybzKX87xGQAAACibci9i48eCBQtMSeaiRYs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}, "metadata": {}, "output_type": "display_data" @@ -494,7 +509,7 @@ " snapshot_url=\"data/pussy/umee_3984825.json\",\n", " coin='uumee',\n", " coin_for_display='UMEE',\n", - " initial_boundary=initial_boundary_dict['umee'],\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['umee'],\n", " max_show_value=50_000_000,\n", " segment='Umee')" ], @@ -527,7 +542,7 @@ { "data": { "text/plain": "", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
12 < EVMOS Balance <= 746.09907589.0
2746.0 < EVMOS Balance <= 8622.01112510.0
38622.0 < EVMOS Balance11141.0
\n
" + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
12 < EVMOS Balance <= 76097,35489.0
2760 < EVMOS Balance <= 8,86510,94110.0
38,865 < EVMOS Balance1,0951.0
\n
" }, "metadata": {}, "output_type": "display_data" @@ -535,7 +550,7 @@ { "data": { "text/plain": "
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wGPHx8baDuta52bx5cyMuLs6YOHGisWvXLsMwDOPAgQPGAw884Hru3glowzCMJUuWuF5jPXv2ND7++GPj2LFjhmEYRllZmbF48WLjnnvuMT7//HOP9aZMmeL6XT7yyCPG9u3bPdY599xzXYkx99fZkSNHXO8Jv//97401a9a4Hjt8+LCxePFiY/z48cZHH31k+zvwxf29pFGjRsbo0aNd7yVHjx41/vnPf7oSUyNHjvRY9+jRo64Ew9SpU223v2vXLtcg++zZs2sUm+Xtt982JBldu3b1uH/gwIGGJOPJJ5+0Xa+srMzo06ePK8H3zjvvuM6fFStWGAMHDvT4cID335mDBw96/B359NNPXcnK7777zujZs6fH+r7+TiQnJxvx8fHG2LFjXce2rKzM9Tvctm2bcdxxxxmSjJycHGPx4sWu19LOnTuNv/3tb64Eh3dS7oYbbjAkGRkZGcbnn3/u+ltRVlZmbNiwwfjnP/9p3HfffR7rPPTQQ4Zkfshgzpw5RnFxsWEY5nvi1q1bjbfeesu46aabqhzPaHvtAgCA6EMSBQAARIWaJlEMwzBOOukk12C4O19Jj507d7rut6uC8KWmSRRr4NefQJIorVq1Mnbu3Fll3Z9//tk1eOc9yBYNSZTu3bsbkoyBAwfaftL9/fffd+1/1qxZtvv3NbhsGIarysd74DEQ1sB2165dbT9hvmTJEtegnnvljSWUSZRmzZpVqfbx/rLzu9/9zpBkdO7c2bZK4+OPP3btY8GCBX5jsF5/Q4cOrTJgfOjQISM1NdWIi4szNm/ebBiG7yTKX/7yF9c2t2zZEvDxsAY9JXkMQO7atcto376967HU1FRjxIgRxt/+9jfjvffesz0vasp92+7H3P1T8r179zZeeeWVoLZfVlZmZGVlGZKMf/3rX1Ue95dEqc7tt99uSDJuuOGGKo+5vw/5ep3m5OQYkoyhQ4dWeWzAgAGGJOOkk04y9u/fH1A8Bw8edA26z50713aZ0tJS4/TTTzckGc8++6zr/oULF7p+D+6JtNpyfy8ZPHiwK8nlzho8l2T83//9n8djd911lyHJ6Nevn+32n376aUMyqxOtxEBNDRkyxJBkTJo0yeP+1157zZBknHzyybbruVeJeCezDMMc3Lc+MGD3d+aJJ54wJLNixbvqzjAMY/v27R5VKr7+TljJEV+uv/56Q5Jx5ZVX+lxm8uTJhiQjOzvb437r78iMGTN8ruvtggsu8Jv0tBONr10AABB96IkCAABiVsuWLSWpSk8UX5o2baq4OPPyZ/v27WGLKy4uTvfdd1+tt3PLLbfouOOOq3J/9+7dddlll0mSZs6cWev9hNKyZcu0cuVKSWaPjPj4+CrL/Pa3v1Xfvn0lSf/+9799bsvqmeHtkksukWT2/bDrU+HL/v37NW/ePEnS+PHj1bhx4yrL9O7dWzk5OdXGFgoHDx7Uzp07/X7ZsXqcrF+/3rYXy7Rp0yRJXbp00aBBgwKKxWqgbq0rSe+8846OHDmi888/XyeccILf9ffs2eP6vlWrVgHtU5Jat25tu43WrVvrm2++0fnnny9JOnLkiObOnauHHnpIl156qdq2bas+ffrojTfeUEVFRcD7s3PkyBGPY37o0CGPmLZv367S0tIabzc+Pl4jRoyQJH3zzTe1itHbRRddVO12k5KSdO+999o+Zp1Dy5Yt87h/9erVrm0++uijSktLCyieOXPmaP/+/erdu7eGDx9uu0xCQoJ+97vfSZLrPJSk5s2bS5KOHTvm8RoIpb/+9a+u93531113neu17f1eesstt0iSfvjhBxUUFFRZd8qUKZLMc6dRo0Y1jmndunWu/l1XX321x2OXX365UlJS9Msvv+i7776rsq4Va//+/XXeeedVebxx48aaMGGCz31b648ePVrdu3ev8ni7du1cz786EydOtL2/uLhYM2bMkCS/fw+tHjA//fSTx3ue9bqoyd/qYNaJ9tcuAACIDiRRAABAg5GSkuIacBoxYoQeeOABLVy4UMeOHQvpfrp27Wqb/Kipc889t9rHli1bFtQAb7gsXrxYkjnoNHjwYJ/LWYPj1vLeWrZsqa5du9o+1r59e9f3NWkwv2TJEhmGIUkaOnRotbGF+9hOmzZNhlkZ7vPLzrnnnutq6OzdfHrv3r16//33JZmDuw6HI6BYRo4cqebNm+vrr792NZW2tl1dQ/lw6dy5sz799FP9/PPPevzxx3XJJZd4NJn/8ccfdd111+mCCy6otkm6P7m5uR7HvLy8XDt37tSMGTNkGIYefPBBDRs2zOc+vv76a40dO1Ynn3yymjRpIofD4fp68sknJSmoxtLr1q3Tvffeq9NPP13NmzdXfHy8a7sXXnhhtdvt2bOnmjRpYvuYdQ55J6CtAfv4+HhdcMEFAcf67bffSpJWrlypdu3a+fyaNGmSJGnjxo2udbt06aKTTz5ZpaWlOvPMM/XEE08oPz9f5eXlAe/fn4SEBA0cOND2sbi4OJ1zzjmSqr4XdevWTUOGDJEkvfbaax6Pff311/rll1/kcDh00003BRWXdf4PHDjQdT5bmjVrpksvvVRSZeN5d1asgfyN8Hbs2DFXUiiY9d2lpKTotNNOs33sxx9/dJ0zw4YN8/ma6Nmzp2sd99fFb37zG0nS/fffr5tvvllz587VwYMH/cZjrfPCCy/od7/7nd577z2/DeGl6H7tAgCA6EESBQAAxCxrALAmn3yfMmWKsrOztWvXLj300EPq16+fmjZtqgEDBuipp54KuKrFn1AkUCSpQ4cO1T5WVlYWkphD5ddff5VkVhIkJSX5XM769Le1vLemTZv6XDchIcH1fU2SHO778ndsrdii7dhaHA6HK7ExZ84cj4HFt99+WyUlJYqPj9fYsWMD3mZycrLrk9bTpk3T6tWr9e2336pFixauwVx/3M/Bmnwi232A09d53L17d91333167733tHHjRm3fvl0vv/yy0tPTJUmffvqpz6qlYMTFxem4445zDcImJCRowYIFroSIu/vuu0+DBg3Sm2++qVWrVqm4uFgtWrRQ27Zt1bZtW6Wmpkoyq11q4t1331WPHj30zDPPaMmSJTpw4ICaNGmi4447Tm3btlWLFi2q3W4g51BZWZnH/Tt27JBknr9W7IHYtm2bJLP6wF9llfVada8gi4+P18yZM9W5c2dt3LhR999/v3r37q1mzZrp/PPP1z//+c8aVZx5q+69yHovsHsvsqox3n77bY8k2quvvirJTLh27ty5xjFVVFTojTfekFRZieHt2muvlWRWhB0+fNjjMSvWQN7HvO3du9f1ew9mfXetWrWyrfCRKl8TkgKuuHP/PY8fP16XX365SktL9dprr+mCCy5Q8+bN1atXL40fP16rVq2qss8rr7xSf/rTn+RwODRz5kyNHDlSbdq00UknnaTbb79dP/74o884o/G1CwAAogdJFAAAEJMOHz6sdevWSTI/DRqoTp06acmSJZo7d67uvPNOnX766aqoqNC3336rCRMmqGvXrvryyy9rFZvdFFZAKI0dO1ZxcXEqKirymIbImo5r+PDhHhU7gbASM2+99ZZrqqIrr7zS7wC0pUePHq7vlyxZEvA+ly5dKklq0qSJKylSnXbt2ukPf/iDFi5c6EpYTp06tdbTetk57bTTXJ+0t6Ymsnz22WeuxMptt92mgoIClZSUaO/evdqxY4d27Nihu+++W5J8VhXZ2bNnj8aOHauSkhKde+65WrBggY4ePaoDBw5o586d2rFjh2bNmhWiZ+gp0Molb9Yn78eMGVNtdZVhGNqwYYPH+tnZ2frll180Z84c3XzzzTrllFNUVFSkzz//XLfddptOPvlk2ym1wm3kyJFq27at9u3bp3feeUeSWf02e/ZsSdLNN98c1HbnzZvnqiK68cYbPaqXrC9rKrjDhw+79h1t/P2tc6/GKCoqCuh1YVUFSVKjRo30n//8R/n5+XrggQd07rnnqnHjxlq+fLmefvpp9ezZU88880yV/T733HNatWqVHn30UVfiZc2aNXrppZfUp08f3XXXXbZx1rfXLgAACC2SKAAAICbNnTvXNfjhPvASiLi4OA0fPlzPP/+8Fi9erL1792r69Onq1KmT9u3bpyuvvDLkU3wFY+vWrdU+lpCQ4OoNY/0sye/0RgcOHAhRhFVZg9q7d+9WSUmJz+WsAcRQVe0Ewn1f/qZBsh7zPrbRpFOnTq5px6xpt5YuXar8/HxJlX1TauKMM85Qz549tWXLFj333HOSAp/Ka8iQIa5PpM+ZMyegdQ4fPqzPPvtMkjRw4ECPCqNAtG3b1tXbY9++fdq1a1eN1g+UldxZv369x/1W8mr48OF68cUXdcopp1QZVLYqO2ri448/1sGDB9WiRQt98MEHGjx4sFJSUmq93UC0a9dOknn+1qR6xlrPfaqjmkpMTFROTo5eeeUVFRQUaNeuXXr55ZfVsmVLbd682VWZUVO7d+/2+35uvZfavRc1atTIdS5ZU3pZVSnt2rXTxRdfHFRMdlN01WR5K9ZA/kZ4a9mypet1Gsz6gbJeE1LtXhfZ2dnKy8vTF198of379+vzzz/XoEGDVF5ervHjx+unn36qsk7Xrl01ceJEffzxx9qzZ4++//57V0Xd888/75ry0D3OaHztAgCA6EESBQAAxJxjx47p0UcflSSlpaUFNN2QP02bNtWVV17pGqjauXOnxydH3acrqcknymtr/vz51T6WlZXl0dTYmubn119/9ZnEWLhwoc/tWs812OfZp08fSeY0Qf/73/98Lvf5559LMgfu68ppp53men5ffPGFz+Ws2LKzs4NqGF1XrMHdhQsX6ueff3YlU9q0aaPf/va3QW3TajB/7NgxZWVl6fTTTw9oveOPP96V0Jg5c6btVDvenn32WVcT99tuuy2oeN17fgRSMRMMK6nmPb3V5s2bJUm9e/e2Xc8wjKCq2qztduvWTY0bN7ZdxnqNhtrZZ58tyfx0/ieffBL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}, "metadata": {}, "output_type": "display_data" @@ -546,7 +561,7 @@ " snapshot_url=\"data/pussy/evmos_7682206.json\",\n", " coin='aevmos',\n", " coin_for_display='EVMOS',\n", - " initial_boundary=initial_boundary_dict['evmos'],\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['evmos'],\n", " max_show_value=1_000_000,\n", " segment='Evmos',\n", " decimals=18)" @@ -580,7 +595,7 @@ { "data": { "text/plain": "", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
10.1 < ATOM Balance <= 104.048459689.0
2104.0 < ATOM Balance <= 1858.05435710.0
31858.0 < ATOM Balance54441.0
\n
" + "text/html": "
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GradeRuleAddressesPercentage of Addresses
10.1 < ATOM Balance <= 164337,95289.0
2164 < ATOM Balance <= 2,71138,02810.0
32,711 < ATOM Balance3,7991.0
\n
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}, "metadata": {}, "output_type": "display_data" @@ -599,8 +614,8 @@ " snapshot_url=\"data/pussy/cosmoshub_12948921.json\",\n", " coin='uatom',\n", " coin_for_display='ATOM',\n", - " initial_boundary=initial_boundary_dict['atom'],\n", - " max_show_value=300_000,\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['atom'],\n", + " max_show_value=1_000_000,\n", " segment='CosmosHub')" ], "metadata": { @@ -632,7 +647,7 @@ { "data": { "text/plain": "", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
GradeRuleAddressesPercentage of Addresses
11 < LUNA Balance <= 386.039630289.0
2386.0 < LUNA Balance <= 6396.0441259.9
36396.0 < LUNA Balance49801.1
\n
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GradeRuleAddressesPercentage of Addresses
11 < LUNA Balance <= 387396,38289.0
2387 < LUNA Balance <= 6,39744,87110.1
36,397 < LUNA Balance4,1540.9
\n
" }, "metadata": {}, "output_type": "display_data" @@ -640,7 +655,7 @@ { "data": { "text/plain": "
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j0XLP6pr//Oc/jZZXVVWZffv2NSWZd955p9eyb7/91h1qXnjhhY0qRwJZvny5Kck88sgj3SGnr23btrmrmzxDnnvuucd94T2W7NAgWMBqX4jv3r17o+fSyJEjTUnmLbfc4nfbs846y5Rk5ufnRzW+8vJy98/aN/CbPn26Kcn8yU9+4nfbmTNnBv07Xlpa6lU16Ov00083JZk5OTl+Q73XX3/dvW2wQEaS+cc//tHvGOvq6tzn0b/97W9+1zFN05w6daopybz++uvd90V7PrUrb95///2wt2mJz10AAND60UMGAAAgQt27d5ekRj1kAuncubOSkqz/du3cuTNu40pKStLNN9/c5P385Cc/0ZFHHtno/qFDh+rcc8+VJD399NNNPk4srVq1Sl988YUk6Te/+Y2Sk5MbrfOjH/1Io0ePliT985//DLiv3/zmN37vP/vssyVJX375pQ4dOhT22Pbv368lS5ZIkm666SZ17Nix0TrHHXec8vPzQ46trZg6darGjh0r0zR1yy23RLRteXm5u3/HZZdd5rXspJNOUv/+/bV//365XK4mj3Pfvn3avXu3+8vuQVRXV6dvv/1W27dvj2q//fr1U15enkzT1Pvvv9/kcdqSk5N12mmnSZLefffdgOuNHTvWq0eVLS0tTVOmTJFkvaY8Pf/88zp48KBSU1M1f/78gL2yfNl9UKZPn64BAwb4Xad///7u8divFUnq2rWrJOmbb75RXV1dWMeLhNPp1K9+9Su/y26//XZJ1t/5N954w2vZzJkzJVm9p2pqaryWbd++XYsXL5Yk/fjHP45qXM8++6wOHjyoo446SuPGjfNaZvdK+uc//6nKykqvZaZp6plnnpEU+O/4scce6/477sv3b5XT6Wy0zpQpU3T88ceHfAzdunUL+PiXL1+u9evXq0ePHrr66qsD7sN+fXs+J6I9n9rPpUi2acnPXQAA0HoRyAAAAMSZ0+nUySefLEk67bTTdPvtt2vFihVBGwFHY9CgQX4vwEXqpJNOCrls1apVjS5ENqePP/5YkpSSkqIJEyYEXO/UU0/1Wt9X9+7dNWjQIL/L+vbt6/73vn37wh7bp59+6m7qfcopp4QcW0v72cbL3XffLUl644039O9//zvs7Z555hlVVFS4m5x7SkpK0qWXXiqp4WJqUyxbtkymNauATNNUTU2NNm7cqLvvvlurV6/WJZdcEjBQqq+v11NPPaWpU6cqMzNTTqdThmG4v/773/9KshqNR+qdd97RjBkzdMwxxyg9Pd1rv7/73e9C7veHP/xhwGX289w3cLaDo+9///vq06dP2GN97733JFm/j969ewf8evPNNyVJW7ZscW978skny+FwaOXKlTrxxBP1yCOPaNOmTWEfO5RRo0apS5cufpcNHjxY/fv3l9T478XFF1+szp07a9euXXr55Ze9lj366KOqq6vTUUcd5X5NR+rRRx+VJF166aWNgq+TTz5Z/fr104EDB/T88897Ldu0aZP79xbO33Ffn376qerr66Pe3tMPfvADdejQwe8y+zlx4MAB9e3bN+Bz4pprrpHk/ZyI9nx61llnSbICrV/+8pd6++23QwbrLfm5CwAAWi8CGQAAgAjZF7yOOOKIsLdZsGCB8vLy9M033+iOO+7QmDFj1LlzZ40bN0733ntv2NU2wcQijJGsT++HWlZbWxuTMcfK119/LUnq0aOH0tLSAq5nX2C11/fVuXPngNumpKS4/x1JYOJ5rGA/W3tsLe1nGy/jxo3Tj370I0nSLbfc4g6tQrGDlksuucRvlYZdQbBs2bKYXwBNSUnRUUcdpZtvvtkdfNxzzz16++23vdY7dOiQTjnlFE2fPl0vv/yytm3bpvr6enXv3l29evVSr169lJqaKkmqqKiIaAw333yzxo8fr8cff1zr1q1TVVWVunXr5t5vp06dQu43nOe573N8165dkqSsrKyIxrtjxw5J0nfffedVbeT7VVVVJUleF8kHDhyoBQsWKD09XR988IGuvvpqHX300TryyCN1wQUX6MUXXwz7eeNPsNej53Lfvxfp6em65JJLJEkPP/yw+/76+nr38/Oaa64Ju4rI07p169zVTb4VYJJ36GgHN7ZI/9b4aur2noKdj+znRE1NTdDnhB18+1YCRXM+/d3vfqdJkyapvLxc8+fP18SJE9WlSxeNGjVKhYWFfqvdWvJzFwAAtF4EMgAAABEoLy/Xxo0bJVkXXMKVmZmpTz/9VK+//rp+8Ytf6Pvf/77q6+v13nvvafbs2Ro0aJD+85//NGls/qbpAqJlT1fkezHUH88Lkf6mOQrkt7/9rZKSkvTxxx/rueeeC7n+F198oQ8++ECSdOedd3pVhthfxxxzjCRr+qbHHnss7LFE6qqrrnJfcPedZu6uu+7SsmXL5HQ6dd9992nLli2qqqrS3r17tWvXLu3atctdpRLJRdk33njDHQT99Kc/VWlpqaqrq/Xtt9+693vjjTdGvN9wRBMuSHJP1/TXv/7Vq9oo0NfChQu9tp8+fbq2bNmihx56SBdccIEGDBigb775Rs8++6zOOeccTZgwQd99911TH17E7GnL3njjDW3evFmStHTpUm3ZskUpKSm64oorotqvZ8gyaNAgv89xu7rs7bff1oYNG5r2QOIk2PnIfk788Ic/DOs54ftcjuZ82rVrV/3nP//RO++8o9mzZ2vs2LFKSUnRJ598orlz52rw4MGNXsdt9bkLAACaF4EMAABABF5//XX3RZqJEydGtG1SUpKmTJmiBx54QB9//LG+/fZbLVq0SJmZmdq3b58uvvjimE9jFo1gfTHsZSkpKe5eOvb3ktyfFPbnwIEDMRphY/ansffs2ePu8+GPPY1TrKqJwuF5rGDTSNnLfH+2zaVHjx6Sgj8fbJ7r9OzZM+xjHHvsse4qgN/85jeqra0Nun6k05AtXLjQPQVTrHXs2NH9M/KtxLF7LN1+++264YYblJmZ2SjQsCtOImHvd8qUKfrzn/+sY489ttGF72j2G47evXtL8p6WKZ7beerevbt+/OMf6+mnn9bWrVv15Zdf6pZbbpFhGHrnnXc0Z86cqPYb6rltL/f392LEiBE64YQTvKpi/v73v0uy+k3ZjzsStbW1euKJJ8Je3zRNrwDHc5zh/B331dTtwxWL50S059Nx48bpnnvu0bvvvqv9+/frxRdf1IgRI1RZWakrr7xSu3fvjuk44/XcBQAArReBDAAAQJgOHz6s3/72t5KkjIwMnXPOOU3aX+fOnXXxxRe7L+bt3r1bpaWl7uV242Ip9p92D2bZsmUhl+Xm5rqnXJKsBs6SNeVNoEBkxYoVAfdrP9ZoH+eoUaMkWRc0faeP8mTP9f+DH/wgquNE43vf+5778QXrlWKPLS8vz+tn21y+//3vS7IuvtoVAIHYUyx1795dRx11VETHKSoqUlpamtavX+++oO1PTU2N/vGPf0iS5s+fr4MHDwb8+uqrr5SSkqJt27Y1asgeK3bFiyT3NGG2bdu2SZKOO+44v9tu3rxZX375ZcTHDLVf0zSbXGkXyAknnCDJ6qcSSWP0sWPHSpJeeeWVmI1l4MCBmjdvni6++GJJivp3/PHHH6u8vNzvsi+//NIdktp/X3zZVTKPPvqotm/f7u4nc+2110Y1nldffVW7du1Samqqvvrqq6DP8T/84Q+SpMcff9z9IYGjjjrKHeYG+zse6Dni+bcqmu3DZT8ndu3aFbCfV6RCnU/9cTgcmjp1qlwulyTrNW3/LfMcZ0t87gIAgNaLQAYAACAMlZWVmjFjhlauXClJuvXWW9W1a9ewtg1V9eI5xZNnCOPZbHr//v3hD7aJHnroIe3Zs6fR/evWrXM3kb7gggu8luXl5UmyLgj/61//arRtZWWl7rvvvoDHtB9rtI8zNzdXw4YNk2RNZWVfoPT02muvuUOhiy66KKrjRKNr166aMmWKJOnee+/120j6s88+U3FxccLHFkx+fr678mnevHkB19uwYYP7eXHuuedGPLVVZmamrrvuOknS3LlzAzbafvnll/X1118rKSlJF154odLT0wN+9evXz934O9KqmnA9/fTT7uob3wv2GRkZkqzfqz+33HJLVMcMtd+HHnrIPaVirJ133nnq0qWLamtrdeONN4YdntrhxOrVq/XXv/416LoVFRVefy+DVbtJDX87Pf9uRqKyslK///3v/S678847JVkh46mnnup3nfPOO09HHHGEduzYoYsvvlg1NTU66qijAq4fiv1cPfnkk9WvX7+gz/ELL7xQSUlJ2r59u5YsWSLJmlbu/PPPlxT47/iaNWvcr1dfXbt21eTJkyVJv//97/1WPL755pt6//33o3p8tkmTJmnQoEGSpBtvvDHkOdKzJ0w059Pa2tqglXKBzsEt+bkLAABaL87+AAAAAdTX12v16tWaP3++hg8f7p5f/tJLL9Xs2bPD3s/777+v3Nxc3Xffffriiy/cF4ZM09T777/v/pR1//79lZub694uJydHHTp0kGQ1MU5UlUxNTY1OPfVUffTRR+5xvvnmm5oyZYqqq6s1YMAA/eQnP/Hapn///ho3bpwkadasWXrzzTfdocgnn3yiU045pVFjbE/HHnusJKt58rPPPhvVuO+55x5J0jvvvKNzzz3XPY1UTU2NFi1a5A46TjjhhCZXN0XqzjvvVGpqqr788ktNmTLF/cnt+vp6vfbaazrjjDNUW1urgQMH6sc//nFcx1JeXq49e/YE/aqrq1NmZqauv/56SVbj8muuuUZlZWXu/Rw6dEjPP/+8Jk2apEOHDql79+76v//7v6jG9H//93/KyMjQrl273M87X/bF6nHjxqlPnz4h92lfmH7xxRfdlSyxUFFRoccff9z9s+nSpYuuuuoqr3VOO+00Sdbv3eVyuadi27Rpky6++GI9++yz7qqySNj7Xbx4se644w5VVFRIsoLM3/72t/r5z3+uI444IurHFkxGRoa7f80zzzyjadOmqaSkxL3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}, "metadata": {}, "output_type": "display_data" @@ -651,8 +666,8 @@ " snapshot_url=\"data/pussy/terra_2544937.json\",\n", " coin='uluna',\n", " coin_for_display='LUNA',\n", - " initial_boundary=initial_boundary_dict['luna'],\n", - " max_show_value=300_000,\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['luna'],\n", + " max_show_value=1_000_000,\n", " segment='Terra')" ], "metadata": { @@ -687,7 +702,7 @@ { "data": { "text/plain": "", - "text/html": "
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GradeRuleAddressesPercentage of Addresses
11 < OSMO Balance <= 498.011671889.0
2498.0 < OSMO Balance <= 12618.01312010.0
312618.0 < OSMO Balance13131.0
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GradeRuleAddressesPercentage of Addresses
11 < OSMO Balance <= 498116,71989.0
2498 < OSMO Balance <= 12,61913,12010.0
312,619 < OSMO Balance1,3121.0
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}, "metadata": {}, "output_type": "display_data" @@ -706,8 +721,8 @@ " snapshot_url=\"data/pussy/osmosis_7025000.json\",\n", " coin='uosmo',\n", " coin_for_display='OSMO',\n", - " initial_boundary=initial_boundary_dict['osmo'],\n", - " max_show_value=1_000_000,\n", + " initial_boundary=INITIAL_BOUNDARY_DICT['osmo'],\n", + " max_show_value=5_000_000,\n", " segment='Osmosis')" ], "metadata": { @@ -816,7 +831,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 15, "outputs": [], "source": [ "balances_df = pd.concat(\n", @@ -830,7 +845,8 @@ " juno_balances_df,\n", " stars_balances_df,\n", " umee_balances_df,\n", - " luna_balances_df])" + " luna_balances_df])\n", + "balances_df = balances_df[balances_df.grade == balances_df.grade]" ], "metadata": { "collapsed": false @@ -838,13 +854,13 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 16, "outputs": [ { "data": { - "text/plain": "segment grade\nTerra 1.0 396305\nCosmosHub 1.0 320021\nOsmosis 1.0 116719\nEvmos 1.0 97152\nJuno 1.0 94899\nUmee 1.0 69058\nCosmosHub 2.0 54315\nTerra 2.0 44123\nStargaze 1.0 36815\nChiHuaHua 1.0 19614\nOsmosis 2.0 13119\nEvmos 2.0 11124\nJuno 2.0 10410\nUmee 2.0 7782\nBostrom 1.0 6254\nDesmos 1.0 6124\nCosmosHub 3.0 5443\nGravity 1.0 5191\nTerra 3.0 4979\nStargaze 2.0 4158\nChiHuaHua 2.0 2217\nOsmosis 3.0 1313\nEvmos 3.0 1114\nJuno 3.0 1034\nUmee 3.0 778\nBostrom 2.0 704\nDesmos 2.0 695\nGravity 2.0 589\nStargaze 3.0 416\nChiHuaHua 3.0 223\nBostrom 3.0 71\nDesmos 3.0 69\nGravity 3.0 60\ndtype: int64" + "text/plain": "segment grade\nTerra 1.0 396382\nCosmosHub 1.0 337952\nOsmosis 1.0 116719\nEvmos 1.0 97354\nJuno 1.0 94712\nUmee 1.0 69080\nTerra 2.0 44871\nCosmosHub 2.0 38028\nStargaze 1.0 36836\nChiHuaHua 1.0 19627\nOsmosis 2.0 13120\nEvmos 2.0 10941\nJuno 2.0 10567\nUmee 2.0 7762\nBostrom 1.0 6256\nDesmos 1.0 6129\nGravity 1.0 5198\nTerra 3.0 4154\nStargaze 2.0 4139\nCosmosHub 3.0 3799\nChiHuaHua 2.0 2205\nOsmosis 3.0 1312\nEvmos 3.0 1095\nJuno 3.0 1064\nUmee 3.0 776\nBostrom 2.0 702\nDesmos 2.0 690\nGravity 2.0 584\nStargaze 3.0 414\nChiHuaHua 3.0 222\nBostrom 3.0 71\nDesmos 3.0 69\nGravity 3.0 58\ndtype: int64" }, - "execution_count": 28, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -858,14 +874,14 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 17, "outputs": [ { "data": { - "text/plain": "grade 1.0 2.0 3.0\nsegment \nBostrom 6254 704 71\nChiHuaHua 19614 2217 223\nCosmosHub 320021 54315 5443\nDesmos 6124 695 69\nEvmos 97152 11124 1114\nGravity 5191 589 60\nJuno 94899 10410 1034\nOsmosis 116719 13119 1313\nStargaze 36815 4158 416\nTerra 396305 44123 4979\nUmee 69058 7782 778", - "text/html": "
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grade1.02.03.0
segment
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ChiHuaHua196142217223
CosmosHub320021543155443
Desmos612469569
Evmos97152111241114
Gravity519158960
Juno94899104101034
Osmosis116719131191313
Stargaze368154158416
Terra396305441234979
Umee690587782778
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grade1.02.03.0
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ChiHuaHua196272205222
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Desmos612969069
Evmos97354109411095
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Juno94712105671064
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" }, - "execution_count": 29, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -881,19 +897,19 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 18, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Total addresses 1,897,080\n" + "Total addresses 1,332,888\n" ] }, { "data": { "text/plain": "", - "text/html": "
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segmentcnt
CosmosHub544397
Terra447305
Evmos245473
Osmosis229183
Juno199650
Umee87051
Stargaze67524
ChiHuaHua48080
Gravity10489
Desmos9583
Bostrom8345
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segmentcnt
Terra445407
CosmosHub379779
Osmosis131151
Evmos109390
Juno106343
Umee77618
Stargaze41389
ChiHuaHua22054
Bostrom7029
Desmos6888
Gravity5840
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gradecnt
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2.0133609
3.013034
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" }, "metadata": {}, "output_type": "display_data" @@ -924,12 +940,12 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 19, "outputs": [ { "data": { "text/plain": "
", - "image/png": 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}, "metadata": {}, "output_type": "display_data" @@ -961,7 +977,7 @@ { "cell_type": "markdown", "source": [ - "## Gift per Address" + "## Gift Distribution" ], "metadata": { "collapsed": false @@ -969,32 +985,29 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 20, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Total Gift Size: 9.5e+17\n" + "Total Gift Size: 9.5e+17\n", + "\n", + "Bostrom: 1e+17\n", + "Desmos: 1e+17\n", + "Gift for other networks: 7.5e+17\n" ] } ], "source": [ - "gift_per_segment = {\n", - " 'Bostrom': 20e16,\n", - " 'ChiHuaHua': 4e16,\n", - " 'CosmosHub': 17e16,\n", - " 'Desmos': 2e16,\n", - " 'Evmos': 10e16,\n", - " 'Gravity': 2e16,\n", - " 'Juno': 8e16,\n", - " 'Osmosis': 10e16,\n", - " 'Stargaze': 5e16,\n", - " 'Terra': 12e16,\n", - " 'Umee': 5e16\n", - "}\n", - "total_gift_size = sum(gift_per_segment.values())\n", - "print(f'Total Gift Size: {total_gift_size}')" + "gift_size_for_other_networks = TOTAL_GIFT_SIZE - sum(GIFT_PER_SEGMENT.values())\n", + "addresses_cnt_in_other_networks = sum(\n", + " balances_agg_by_segment_df[~balances_agg_by_segment_df.segment.isin(GIFT_PER_SEGMENT.keys())].cnt)\n", + "addresses_cnt_in_other_networks_by_grade_dict = balances_df[\n", + " ~balances_df.segment.isin(GIFT_PER_SEGMENT.keys())].value_counts('grade').to_dict()\n", + "print(f'Total Gift Size: {TOTAL_GIFT_SIZE}\\n')\n", + "print('\\n'.join(f'{k}: {v}' for k, v in GIFT_PER_SEGMENT.items()))\n", + "print(f'Gift for other networks: {gift_size_for_other_networks}')" ], "metadata": { "collapsed": false @@ -1002,12 +1015,12 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 21, "outputs": [ { "data": { "text/plain": "", - "text/html": "
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segmentcntshare_of_addressesgift_amountgift_per_address_avggift_per_address_grade_1cnt_grade_1gift_per_address_grade_2cnt_grade_2gift_per_address_grade_3cnt_grade_3
CosmosHub5443970.2869661.700000e+173.122721e+111.770717e+113200211.043297e+12543151.041093e+135443
Terra4473050.2357861.200000e+172.682733e+111.009324e+113963059.065567e+11441238.033742e+124979
Evmos2454730.1293951.000000e+174.073768e+113.431050e+11971522.996524e+12111242.992220e+131114
Osmosis2291830.1208081.000000e+174.363325e+112.855862e+111167192.540844e+12131192.538715e+131313
Juno1996500.1052418.000000e+164.007012e+112.810005e+11948992.561639e+12104102.578981e+131034
Umee870510.0458875.000000e+165.743759e+112.413430e+11690582.141695e+1277822.142245e+13778
Stargaze675240.0355945.000000e+167.404775e+114.527140e+11368154.008337e+1241584.006410e+13416
ChiHuaHua480800.0253444.000000e+168.319468e+116.797865e+11196146.014133e+1222175.979073e+13223
Gravity104890.0055292.000000e+161.906759e+121.284274e+1251911.131862e+135891.111111e+1460
Desmos95830.0050512.000000e+162.087029e+121.088613e+1261249.592326e+126959.661836e+1369
Bostrom83450.0043992.000000e+172.396645e+131.065984e+1362549.469697e+137049.389671e+1471
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segmentcntshare_of_addressescnt_grade_1gift_per_address_grade_1cnt_grade_2gift_per_address_grade_2cnt_grade_3gift_per_address_grade_3gift_amountgift_per_address_avg
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Evmos1093900.082070973542.129726e+11109411.890831e+1210951.938886e+136.265212e+165.727408e+11
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Umee776180.058233690802.129726e+1177621.890831e+127761.938886e+134.443453e+165.724772e+11
Stargaze413890.031052368362.129726e+1141391.890831e+124141.938886e+132.369820e+165.725723e+11
ChiHuaHua220540.016546196272.129726e+1122051.890831e+122221.938886e+131.265362e+165.737564e+11
Bostrom70290.00527462565.328218e+127024.748338e+13714.694836e+141.000000e+171.422677e+13
Desmos68880.00516861295.438625e+126904.830918e+13694.830918e+141.000000e+171.451800e+13
Gravity58400.00438151982.129726e+115841.890831e+12581.938886e+133.335831e+155.712039e+11
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" }, "metadata": {}, "output_type": "display_data" @@ -1016,23 +1029,30 @@ "source": [ "balances_agg_by_segment_df.loc[:, 'share_of_addresses'] = balances_agg_by_segment_df.cnt / sum(\n", " balances_agg_by_segment_df.cnt)\n", - "balances_agg_by_segment_df.loc[:, 'gift_amount'] = balances_agg_by_segment_df.segment.map(\n", - " lambda segment: gift_per_segment[segment])\n", - "balances_agg_by_segment_df.loc[:, 'gift_per_address_avg'] = balances_agg_by_segment_df.apply(\n", - " lambda row: gift_per_segment[row.segment] / row.cnt,\n", - " axis=1)\n", "\n", - "for i in range(1, 4):\n", - " balances_agg_by_segment_df.loc[:, f'gift_per_address_grade_{i}'] = balances_agg_by_segment_df.apply(\n", - " lambda row: gift_per_segment[row.segment] / 3 / balances_agg_by_segment_and_grade_df[\n", - " (balances_agg_by_segment_and_grade_df.segment == row.segment) & (\n", - " balances_agg_by_segment_and_grade_df.grade == i)].cnt.values[0],\n", - " axis=1)\n", - " balances_agg_by_segment_df.loc[:, f'cnt_grade_{i}'] = balances_agg_by_segment_df.apply(\n", + "for grade in range(1, 4):\n", + " balances_agg_by_segment_df.loc[:, f'cnt_grade_{grade}'] = balances_agg_by_segment_df.apply(\n", " lambda row: balances_agg_by_segment_and_grade_df[\n", " (balances_agg_by_segment_and_grade_df.segment == row.segment) & (\n", - " balances_agg_by_segment_and_grade_df.grade == i)].cnt.values[0],\n", + " balances_agg_by_segment_and_grade_df.grade == grade)].cnt.values[0],\n", " axis=1)\n", + " balances_agg_by_segment_df.loc[:, f'gift_per_address_grade_{grade}'] = balances_agg_by_segment_df.apply(\n", + " lambda row: GIFT_PER_SEGMENT[row.segment] / 3 / row[\n", + " f'cnt_grade_{grade}'] if row.segment in GIFT_PER_SEGMENT.keys() else gift_size_for_other_networks / 3 /\n", + " addresses_cnt_in_other_networks_by_grade_dict[\n", + " float(grade)],\n", + " axis=1)\n", + "\n", + "balances_agg_by_segment_df.loc[:, 'gift_amount'] = balances_agg_by_segment_df.apply(\n", + " lambda row: GIFT_PER_SEGMENT[\n", + " row.segment] if row.segment in GIFT_PER_SEGMENT.keys() else sum(\n", + " [row[f'cnt_grade_{_grade}'] * row[f'gift_per_address_grade_{_grade}'] for _grade in range(1, 4)]),\n", + " axis=1)\n", + "balances_agg_by_segment_df.loc[:, 'gift_per_address_avg'] = balances_agg_by_segment_df.apply(\n", + " lambda row: GIFT_PER_SEGMENT[\n", + " row.segment] / row.cnt if row.segment in GIFT_PER_SEGMENT.keys() else row.gift_amount / row.cnt,\n", + " axis=1)\n", + "\n", "display(HTML(balances_agg_by_segment_df.to_html(index=False, notebook=True, show_dimensions=False)))" ], "metadata": { diff --git a/src/extractor_cosmos_sdk_snapshots.py b/src/extractor_cosmos_sdk_snapshots.py index c501031..950d94a 100644 --- a/src/extractor_cosmos_sdk_snapshots.py +++ b/src/extractor_cosmos_sdk_snapshots.py @@ -1,6 +1,6 @@ import pandas as pd import json -from math import floor +from math import floor, log10 from typing import Optional @@ -123,7 +123,8 @@ def get_balances(snapshot_url: str, coin: str, decimals: int = 6, balances_items if balances_items is None: balances_items = ['available', 'delegated', 'unbonding', 'liquidity'] if rounded_function is None: - rounded_function = lambda x: floor(x) + 0.5 if x > 1 else 0.5 + rounded_function = lambda x: floor(10 ** ( + round(log10(x), 2)) * 10) / 10 if x > 0.1 else 0.05 # floor(10 ** (round(log10(x), 2))) if x > 1 else 0.5 with open(snapshot_url) as _f: _genesis_snapshot = json.load(_f) diff --git a/src/utils_charts.py b/src/utils_charts.py index c37b9d0..6197a2e 100644 --- a/src/utils_charts.py +++ b/src/utils_charts.py @@ -20,7 +20,7 @@ def calculate_and_display_rules( boundary_round: int, max_boundary=None) -> list: """ - Calculate rule boundaries in according with percentage levels + Calculate rule boundaries in according to percentage levels :param distribution_df: Source DataFrame :param initial_boundary: Minimum value of analyzed parameter that should be included in analysis :param max_boundary: Maximum value of analyzed parameter that should be included in analysis @@ -49,7 +49,7 @@ def calculate_and_display_rules( boundary = distribution_slice_df.iloc[ distribution_slice_df[address_cumsum_perc_column].map( lambda x: abs(x - percentage_level)).argmin()][value_column] - boundaries.append(float(round(boundary, boundary_round))) + boundaries.append(round(boundary, boundary_round)) # Calculate of address number by suggested grades addresses_by_grade = [distribution_slice_df[ (distribution_slice_df[value_column] > boundaries[0]) & ( @@ -60,12 +60,12 @@ def calculate_and_display_rules( distribution_slice_df[ distribution_slice_df[value_column] > boundaries[2]][address_column].sum()] # Rules for displaying - rules = [f'{boundaries[0]} < {value_name} <= {boundaries[1]}', - f'{boundaries[1]} < {value_name} <= {boundaries[2]}', - f'{boundaries[2]} < {value_name}'] + rules = [f'{boundaries[0]:>,} < {value_name} <= {boundaries[1]:>,.0f}', + f'{boundaries[1]:>,.0f} < {value_name} <= {boundaries[2]:>,.0f}', + f'{boundaries[2]:>,.0f} < {value_name}'] df_data = [[i + 1, rule, - addresses_by_grade[i], + f'{addresses_by_grade[i]:>,}', round(addresses_by_grade[i] / total_addresses * 100, 1)] for i, rule in enumerate(rules)] @@ -139,6 +139,7 @@ def grade_boundaries_analysis( distribution_df: pd.DataFrame, chart_title: str, value_column: str, + chart_value_column: str, value_name: str, value_chart_label: str, value_transform_func=lambda x: log10(x) if x > 1 else 0.1, @@ -156,6 +157,7 @@ def grade_boundaries_analysis( :param distribution_df: Source DataFrame :param chart_title: Chart title :param value_column: Column name of analyzed parameter + :param chart_value_column: Column name of analyzed parameter for chart :param value_name: Name of analyzed parameter for inserting in the rules :param value_chart_label: Name of analyzed parameter for the chart :param value_transform_func: Transformation function for analyzed parameter column @@ -184,12 +186,15 @@ def grade_boundaries_analysis( address_column=address_column, boundary_round=boundary_round) + distribution_chart_df = distribution_df.groupby(chart_value_column).agg( + {'number_of_addresses': np.sum}).sort_values([chart_value_column]).reset_index() + show_distribution_chart( - distribution_df=distribution_df, + distribution_df=distribution_chart_df, boundaries=boundaries, level_line_shift=level_line_shift, max_show_value=max_show_value, - value_column=value_column, + value_column=chart_value_column, value_chart_label=value_chart_label, value_transform_func=value_transform_func, address_column=address_column, From 2dbe2ac93044b74700e3d553941198429c5cf361 Mon Sep 17 00:00:00 2001 From: Snedashkovsky Date: Tue, 27 Dec 2022 12:36:54 +0800 Subject: [PATCH 4/8] - Add unstaked and staked liquidity for Osmosis --- pussygift.ipynb | 53 ++++++++++++--------------- src/extractor_cosmos_sdk_snapshots.py | 11 +++--- 2 files changed, 29 insertions(+), 35 deletions(-) diff --git a/pussygift.ipynb b/pussygift.ipynb index cf87245..7f96a30 100644 --- a/pussygift.ipynb +++ b/pussygift.ipynb @@ -82,15 +82,10 @@ " value_transform_func=lambda x: log10(x) if x >= 0.1 else -1.8,\n", " balances_items=None) -> [pd.DataFrame, list]:\n", " if balances_items is None:\n", - " balances_items = ['delegated']\n", - " # if initial_boundary < 1:\n", - " # rounded_function = lambda x: floor(10 ** (round(log10(x), 2)) * 10) / 10 if x > 0.1 else 0.05\n", - " # else:\n", - " # rounded_function = None\n", + " balances_items = ['delegated', 'liquidity']\n", "\n", " _balances_df = get_balances(snapshot_url=snapshot_url, coin=coin, decimals=decimals,\n", - " balances_items=balances_items) #,\n", - " # rounded_function=rounded_function)\n", + " balances_items=balances_items)\n", "\n", " _balances_agg_df = _balances_df.groupby('balance_coin').agg(\n", " number_of_addresses=('address', np.count_nonzero),\n", @@ -193,7 +188,7 @@ ], "source": [ "huahua_balances_df, huahua_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/chihuahua_4890535.json\",\n", + " snapshot_url='data/pussy/chihuahua_4890535.json',\n", " coin='uhuahua',\n", " coin_for_display='HUAHUA',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['huahua'],\n", @@ -245,7 +240,7 @@ ], "source": [ "boot_balances_df, boot_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/bostrom_4939850.json\",\n", + " snapshot_url='data/pussy/bostrom_4939850.json',\n", " coin='boot',\n", " coin_for_display='BOOT',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['boot'],\n", @@ -298,7 +293,7 @@ ], "source": [ "dsm_balances_df, dsm_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/desmos_6121401.json\",\n", + " snapshot_url='data/pussy/desmos_6121401.json',\n", " coin='udsm',\n", " coin_for_display='DSM',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['dsm'],\n", @@ -350,7 +345,7 @@ ], "source": [ "grav_balances_df, grav_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/gravity_4684716.json\",\n", + " snapshot_url='data/pussy/gravity_4684716.json',\n", " coin='ugraviton',\n", " coin_for_display='GRAV',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['graviton'],\n", @@ -402,7 +397,7 @@ ], "source": [ "juno_balances_df, juno_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/juno_5837080.json\",\n", + " snapshot_url='data/pussy/juno_5837080.json',\n", " coin='ujuno',\n", " coin_for_display='JUNO',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['juno'],\n", @@ -454,7 +449,7 @@ ], "source": [ "stars_balances_df, stars_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/stargaze_5720382.json\",\n", + " snapshot_url='data/pussy/stargaze_5720382.json',\n", " coin='ustars',\n", " coin_for_display='STARS',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['stars'],\n", @@ -506,7 +501,7 @@ ], "source": [ "umee_balances_df, umee_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/umee_3984825.json\",\n", + " snapshot_url='data/pussy/umee_3984825.json',\n", " coin='uumee',\n", " coin_for_display='UMEE',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['umee'],\n", @@ -558,7 +553,7 @@ ], "source": [ "evmos_balances_df, evmos_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/evmos_7682206.json\",\n", + " snapshot_url='data/pussy/evmos_7682206.json',\n", " coin='aevmos',\n", " coin_for_display='EVMOS',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['evmos'],\n", @@ -611,7 +606,7 @@ ], "source": [ "atom_balances_df, atom_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/cosmoshub_12948921.json\",\n", + " snapshot_url='data/pussy/cosmoshub_12948921.json',\n", " coin='uatom',\n", " coin_for_display='ATOM',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['atom'],\n", @@ -663,7 +658,7 @@ ], "source": [ "luna_balances_df, luna_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/terra_2544937.json\",\n", + " snapshot_url='data/pussy/terra_2544937.json',\n", " coin='uluna',\n", " coin_for_display='LUNA',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['luna'],\n", @@ -702,7 +697,7 @@ { "data": { "text/plain": "", - "text/html": "
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GradeRuleAddressesPercentage of Addresses
11 < OSMO Balance <= 498116,71989.0
2498 < OSMO Balance <= 12,61913,12010.0
312,619 < OSMO Balance1,3121.0
\n
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GradeRuleAddressesPercentage of Addresses
11 < OSMO Balance <= 1,498159,27389.0
21,498 < OSMO Balance <= 38,09817,89610.0
338,098 < OSMO Balance1,7911.0
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}, "metadata": {}, "output_type": "display_data" @@ -718,7 +713,7 @@ ], "source": [ "osmo_balances_df, osmo_boundaries = analyze_chain(\n", - " snapshot_url=\"data/pussy/osmosis_7025000.json\",\n", + " snapshot_url='data/pussy/osmosis_7025000.json',\n", " coin='uosmo',\n", " coin_for_display='OSMO',\n", " initial_boundary=INITIAL_BOUNDARY_DICT['osmo'],\n", @@ -858,7 +853,7 @@ "outputs": [ { "data": { - "text/plain": "segment grade\nTerra 1.0 396382\nCosmosHub 1.0 337952\nOsmosis 1.0 116719\nEvmos 1.0 97354\nJuno 1.0 94712\nUmee 1.0 69080\nTerra 2.0 44871\nCosmosHub 2.0 38028\nStargaze 1.0 36836\nChiHuaHua 1.0 19627\nOsmosis 2.0 13120\nEvmos 2.0 10941\nJuno 2.0 10567\nUmee 2.0 7762\nBostrom 1.0 6256\nDesmos 1.0 6129\nGravity 1.0 5198\nTerra 3.0 4154\nStargaze 2.0 4139\nCosmosHub 3.0 3799\nChiHuaHua 2.0 2205\nOsmosis 3.0 1312\nEvmos 3.0 1095\nJuno 3.0 1064\nUmee 3.0 776\nBostrom 2.0 702\nDesmos 2.0 690\nGravity 2.0 584\nStargaze 3.0 414\nChiHuaHua 3.0 222\nBostrom 3.0 71\nDesmos 3.0 69\nGravity 3.0 58\ndtype: int64" + "text/plain": "segment grade\nTerra 1.0 396382\nCosmosHub 1.0 337952\nOsmosis 1.0 159273\nEvmos 1.0 97354\nJuno 1.0 94712\nUmee 1.0 69080\nTerra 2.0 44871\nCosmosHub 2.0 38028\nStargaze 1.0 36836\nChiHuaHua 1.0 19627\nOsmosis 2.0 17896\nEvmos 2.0 10941\nJuno 2.0 10567\nUmee 2.0 7762\nBostrom 1.0 6256\nDesmos 1.0 6129\nGravity 1.0 5198\nTerra 3.0 4154\nStargaze 2.0 4139\nCosmosHub 3.0 3799\nChiHuaHua 2.0 2205\nOsmosis 3.0 1791\nEvmos 3.0 1095\nJuno 3.0 1064\nUmee 3.0 776\nBostrom 2.0 702\nDesmos 2.0 690\nGravity 2.0 584\nStargaze 3.0 414\nChiHuaHua 3.0 222\nBostrom 3.0 71\nDesmos 3.0 69\nGravity 3.0 58\ndtype: int64" }, "execution_count": 16, "metadata": {}, @@ -878,8 +873,8 @@ "outputs": [ { "data": { - "text/plain": "grade 1.0 2.0 3.0\nsegment \nBostrom 6256 702 71\nChiHuaHua 19627 2205 222\nCosmosHub 337952 38028 3799\nDesmos 6129 690 69\nEvmos 97354 10941 1095\nGravity 5198 584 58\nJuno 94712 10567 1064\nOsmosis 116719 13120 1312\nStargaze 36836 4139 414\nTerra 396382 44871 4154\nUmee 69080 7762 776", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
grade1.02.03.0
segment
Bostrom625670271
ChiHuaHua196272205222
CosmosHub337952380283799
Desmos612969069
Evmos97354109411095
Gravity519858458
Juno94712105671064
Osmosis116719131201312
Stargaze368364139414
Terra396382448714154
Umee690807762776
\n
" + "text/plain": "grade 1.0 2.0 3.0\nsegment \nBostrom 6256 702 71\nChiHuaHua 19627 2205 222\nCosmosHub 337952 38028 3799\nDesmos 6129 690 69\nEvmos 97354 10941 1095\nGravity 5198 584 58\nJuno 94712 10567 1064\nOsmosis 159273 17896 1791\nStargaze 36836 4139 414\nTerra 396382 44871 4154\nUmee 69080 7762 776", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
grade1.02.03.0
segment
Bostrom625670271
ChiHuaHua196272205222
CosmosHub337952380283799
Desmos612969069
Evmos97354109411095
Gravity519858458
Juno94712105671064
Osmosis159273178961791
Stargaze368364139414
Terra396382448714154
Umee690807762776
\n
" }, "execution_count": 17, "metadata": {}, @@ -903,13 +898,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Total addresses 1,332,888\n" + "Total addresses 1,380,697\n" ] }, { "data": { "text/plain": "", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
segmentcnt
Terra445407
CosmosHub379779
Osmosis131151
Evmos109390
Juno106343
Umee77618
Stargaze41389
ChiHuaHua22054
Bostrom7029
Desmos6888
Gravity5840
\n
" + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
segmentcnt
Terra445407
CosmosHub379779
Osmosis178960
Evmos109390
Juno106343
Umee77618
Stargaze41389
ChiHuaHua22054
Bostrom7029
Desmos6888
Gravity5840
\n
" }, "metadata": {}, "output_type": "display_data" @@ -917,7 +912,7 @@ { "data": { "text/plain": "", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
gradecnt
1.01186245
2.0133609
3.013034
\n
" + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
gradecnt
1.01228799
2.0138385
3.013513
\n
" }, "metadata": {}, "output_type": "display_data" @@ -945,7 +940,7 @@ { "data": { "text/plain": "
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Osmosis1789600.1296161592732.055221e+11178961.824911e+1217911.869438e+139.887437e+165.524943e+11
Evmos1093900.079228973542.055221e+11109411.824911e+1210951.869438e+136.044510e+165.525651e+11
Juno1063430.077021947122.055221e+11105671.824911e+1210641.869438e+135.864007e+165.514239e+11
Umee776180.056217690802.055221e+1177621.824911e+127761.869438e+134.286927e+165.523109e+11
Stargaze413890.029977368362.055221e+1141391.824911e+124141.869438e+132.286339e+165.524027e+11
ChiHuaHua220540.015973196272.055221e+1122051.824911e+122221.869438e+131.220786e+165.535442e+11
Bostrom70290.00509162565.328218e+127024.748338e+13714.694836e+141.000000e+171.422677e+13
Desmos68880.00498961295.438625e+126904.830918e+13694.830918e+141.000000e+171.451800e+13
Gravity58400.00423051982.055221e+115841.824911e+12581.869438e+133.218326e+155.510833e+11
\n
" }, "metadata": {}, "output_type": "display_data" @@ -1061,7 +1056,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "outputs": [], "source": [], "metadata": { diff --git a/src/extractor_cosmos_sdk_snapshots.py b/src/extractor_cosmos_sdk_snapshots.py index 950d94a..c2a42e0 100644 --- a/src/extractor_cosmos_sdk_snapshots.py +++ b/src/extractor_cosmos_sdk_snapshots.py @@ -150,12 +150,6 @@ def get_balances(snapshot_url: str, coin: str, decimals: int = 6, balances_items _unbonding_delegations_df[['address', 'unbonding_coin']], how='outer', on='address').fillna(0) - - # Get module and pool addresses - _module_addresses_list = \ - [item['base_account']['address'] for item in _genesis_snapshot['app_state']['auth']['accounts'] - if item['@type'] in ('/cosmos.auth.v1beta1.ModuleAccount', '/osmosis.gamm.v1beta1.Pool')] - # Add Osmosis liquidity if coin == 'uosmo' and 'liquidity' in balances_items: _liquidity_df = get_liquidity(genesis_snapshot=_genesis_snapshot, decimals=decimals) @@ -166,6 +160,11 @@ def get_balances(snapshot_url: str, coin: str, decimals: int = 6, balances_items on='address' ).fillna(0) + # Get module and pool addresses + _module_addresses_list = \ + [item['base_account']['address'] for item in _genesis_snapshot['app_state']['auth']['accounts'] + if item['@type'] in ('/cosmos.auth.v1beta1.ModuleAccount', '/osmosis.gamm.v1beta1.Pool')] + _balances_df.loc[:, 'balance_coin'] = \ _balances_df.drop(columns=['address']).sum(axis=1) From 22e9fd60d36c3f4ef23e054fc5c82de697130e29 Mon Sep 17 00:00:00 2001 From: Snedashkovsky Date: Thu, 29 Dec 2022 13:01:21 +0800 Subject: [PATCH 5/8] - Add rules - Add IPFS addresses of snapshots and final state --- pussygift.ipynb | 374 ++++++++++++++++++++++++++++++------------------ 1 file changed, 232 insertions(+), 142 deletions(-) diff --git a/pussygift.ipynb b/pussygift.ipynb index 7f96a30..de9bade 100644 --- a/pussygift.ipynb +++ b/pussygift.ipynb @@ -16,10 +16,11 @@ "source": [ "import pandas as pd\n", "import numpy as np\n", - "from math import log10, floor\n", + "from math import log10\n", "from typing import Optional\n", "import matplotlib.pyplot as plt\n", "import matplotlib as mpl\n", + "import ipfshttpclient\n", "from IPython.core.display import display, HTML\n", "\n", "from src.extractor_cosmos_sdk_snapshots import get_balances\n", @@ -51,7 +52,8 @@ " 'umee': 100,\n", " 'graviton': 100,\n", " 'evmos': 2\n", - "}" + "}\n", + "FINAL_STATE_FILE_NAME = 'data/pussy/pussygift_state_final_221228.csv'" ], "metadata": { "collapsed": false @@ -119,29 +121,73 @@ { "cell_type": "markdown", "source": [ - "### Get Snapshots\n", - "- Bostrom\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 4,939,850 block.\n", - "- Chihuahua\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 4,890,535 block.\n", - "- Cosmoshub\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 12,948,921 block.\n", - "- Desmos\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 6,121,401 block.\n", - "- Evmos\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 7,682,206 block.\n", - "- Gravity\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 4,684,716 block.\n", - "- Juno\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 5,837,080 block.\n", - "- Osmosis\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 7,025,000 block.\n", - "- Stargaze\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 5,720,382 block.\n", - "- Terra\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 2,544,937 block.\n", - "- Umee\n", - "The snapshot that was used is [here](https://ipfs.io/ipfs/) at the 3,984,825 block." + "### Snapshots\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NetworkBlockIPFS address
Bostrom 4,939,850 Qmd14xh9JgcRPbHjQiBAVX8SiJVKRHjFujYSvRq2m8TCVi
Chihuahua 4,890,535 QmQ6bvNhQdwcusy6gZbY4ZZ64QU6s24bbjD3v2L9HUcWZP
Cosmoshub 12,948,921 QmTkEiyT4e57WvKywwNWSu38Gt8CbJFhhLXkhPeydqQv4x
Desmos 6,121,401 QmTMirj25z7mBVAVUmP6hRFQhvoe5wnfLbTd7taPWKukcz
Evmos 7,682,206 QmP8WTErU65z3n1tq8ooVawkj54MiqGQiLHpPMMCHD4jcW
Gravity 4,684,716 QmcTmU3PKJkD3ExfdKyeXFSytUZpPzMxbQL38Lm7o6LkLG
Juno 5,837,080 QmdgF4yuV7Xkew2kdBPMcAi6j2KKG4ZUwQAxCUKSBvd1z1
Osmosis 7,025,000 QmervCGgj4Ang8ePx7SoJ4axzZ2KGyXoAQsW6tXb4Hr15q
Stargaze 5,720,382 Qma6jVhRrxadmBxQCQv43fxBcWgWYbcEWBc6dj2Tq9VYht
Terra 2,544,937 QmTH9ys65yCrNWxmEFr1XUZCnxWuJheQgC8JWbMhF3YPqW
Umee 3,984,825 QmPDSL6oQQC4bzKnZ47gnVkpTjHDwkcwcw7ZRvB5fsRHTo
" ], "metadata": { "collapsed": false @@ -727,98 +773,58 @@ { "cell_type": "markdown", "source": [ - "### Distribution Rules\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Grade
123
BOOT Staking and Liquidity Balance > 10,000 > ? > ?
HUAHUA Staking Balance > 10,000 > ? > ?
ATOM Staking Balance > 0.1 > ? > ?
DSM Staking Balance > 30 > ? > ?
EVMOS Staking Balance > 1 > ? > ?
GRAV Staking Balance > 100 > ? > ?
JUNO Staking Balance > 0.5 > ? > ?
OSMO Staking Balance and Liquidity > 1 > ? > ?
STARS Staking Balance > 20 > ? > ?
LUNA Staking Balance > 1 > ? > ?
UMEE Staking Balance > 100 > ? > ?
" + "### Distribution Rules" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 15, + "outputs": [ + { + "data": { + "text/plain": "", + "text/html": "
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SegmentGrade 1Grade 2Grade 3
Bostrom. BOOT staking balance> 10,000.0> 1,383,480,819> 144,305,883,038
ChiHuaHua. HUAHUA staking balance> 10,000.0> 1,805,215> 25,590,943
Cosmoshub. ATOM staking balance> 0.1> 164> 2,711
Desmos. DSM staking balance> 30.0> 2,125> 142,856
Evmos. EVMOS staking balance> 2.0> 760> 8,865
Gravity. GRAV staking balance> 100.0> 14,240> 930,754
Juno. JUNO staking balance> 0.5> 201> 4,136
Osmosis. OSMO staking and liquidity balance> 1.0> 1,498> 38,098
Stargaze. STARS staking balance> 20.0> 6,147> 125,126
Terra. LUNA staking balance> 1.0> 387> 6,397
Umee. UMEE staking balance> 100.0> 10,571> 65,552
\n
" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rules_list = [['Bostrom. BOOT staking balance'] + boot_boundaries,\n", + " ['ChiHuaHua. HUAHUA staking balance'] + huahua_boundaries,\n", + " ['Cosmoshub. ATOM staking balance'] + atom_boundaries,\n", + " ['Desmos. DSM staking balance'] + dsm_boundaries,\n", + " ['Evmos. EVMOS staking balance'] + evmos_boundaries,\n", + " ['Gravity. GRAV staking balance'] + grav_boundaries,\n", + " ['Juno. JUNO staking balance'] + juno_boundaries,\n", + " ['Osmosis. OSMO staking and liquidity balance'] + osmo_boundaries,\n", + " ['Stargaze. STARS staking balance'] + stars_boundaries,\n", + " ['Terra. LUNA staking balance'] + luna_boundaries,\n", + " ['Umee. UMEE staking balance'] + umee_boundaries]\n", + "rules_df = pd.DataFrame(rules_list, columns=['Segment', 'Grade 1', 'Grade 2', 'Grade 3'])\n", + "rules_df.loc[:, 'Grade 1'] = rules_df['Grade 1'].map(lambda x: f'> {x:>,}')\n", + "rules_df.loc[:, 'Grade 2'] = rules_df['Grade 2'].map(lambda x: f'> {x:>,.0f}')\n", + "rules_df.loc[:, 'Grade 3'] = rules_df['Grade 3'].map(lambda x: f'> {x:>,.0f}')\n", + "display(HTML(rules_df.to_html(index=False, notebook=True, show_dimensions=False)))" ], "metadata": { "collapsed": false } }, + { + "cell_type": "markdown", + "source": [], + "metadata": { + "collapsed": false + } + }, { "cell_type": "markdown", "source": [ - "### Aggregate data" + "### Number of Addresses" ], "metadata": { "collapsed": false @@ -826,7 +832,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "outputs": [], "source": [ "balances_df = pd.concat(\n", @@ -849,13 +855,13 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "outputs": [ { "data": { "text/plain": "segment grade\nTerra 1.0 396382\nCosmosHub 1.0 337952\nOsmosis 1.0 159273\nEvmos 1.0 97354\nJuno 1.0 94712\nUmee 1.0 69080\nTerra 2.0 44871\nCosmosHub 2.0 38028\nStargaze 1.0 36836\nChiHuaHua 1.0 19627\nOsmosis 2.0 17896\nEvmos 2.0 10941\nJuno 2.0 10567\nUmee 2.0 7762\nBostrom 1.0 6256\nDesmos 1.0 6129\nGravity 1.0 5198\nTerra 3.0 4154\nStargaze 2.0 4139\nCosmosHub 3.0 3799\nChiHuaHua 2.0 2205\nOsmosis 3.0 1791\nEvmos 3.0 1095\nJuno 3.0 1064\nUmee 3.0 776\nBostrom 2.0 702\nDesmos 2.0 690\nGravity 2.0 584\nStargaze 3.0 414\nChiHuaHua 3.0 222\nBostrom 3.0 71\nDesmos 3.0 69\nGravity 3.0 58\ndtype: int64" }, - "execution_count": 16, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -869,14 +875,14 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 18, "outputs": [ { "data": { "text/plain": "grade 1.0 2.0 3.0\nsegment \nBostrom 6256 702 71\nChiHuaHua 19627 2205 222\nCosmosHub 337952 38028 3799\nDesmos 6129 690 69\nEvmos 97354 10941 1095\nGravity 5198 584 58\nJuno 94712 10567 1064\nOsmosis 159273 17896 1791\nStargaze 36836 4139 414\nTerra 396382 44871 4154\nUmee 69080 7762 776", "text/html": "
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grade1.02.03.0
segment
Bostrom625670271
ChiHuaHua196272205222
CosmosHub337952380283799
Desmos612969069
Evmos97354109411095
Gravity519858458
Juno94712105671064
Osmosis159273178961791
Stargaze368364139414
Terra396382448714154
Umee690807762776
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" }, - "execution_count": 17, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -892,7 +898,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "outputs": [ { "name": "stdout", @@ -922,12 +928,12 @@ "total_addresses = len(balances_df[['segment', 'grade']])\n", "print(f\"Total addresses {total_addresses:>,}\")\n", "\n", - "balances_agg_by_segment_and_grade_df = balances_df[['segment', 'grade']].value_counts().reset_index().rename(\n", + "segment_and_grade_df = balances_df[['segment', 'grade']].value_counts().reset_index().rename(\n", " columns={0: 'cnt'})\n", - "balances_agg_by_segment_df = balances_df[['segment']].value_counts().reset_index().rename(columns={0: 'cnt'})\n", - "balances_agg_by_grade_df = balances_df[['grade']].value_counts().reset_index().rename(columns={0: 'cnt'})\n", - "display(HTML(balances_agg_by_segment_df.to_html(index=False, notebook=True, show_dimensions=False)),\n", - " HTML(balances_agg_by_grade_df.to_html(index=False, notebook=True, show_dimensions=False)))" + "segment_df = balances_df[['segment']].value_counts().reset_index().rename(columns={0: 'cnt'})\n", + "grade_df = balances_df[['grade']].value_counts().reset_index().rename(columns={0: 'cnt'})\n", + "display(HTML(segment_df.to_html(index=False, notebook=True, show_dimensions=False)),\n", + " HTML(grade_df.to_html(index=False, notebook=True, show_dimensions=False)))" ], "metadata": { "collapsed": false @@ -935,7 +941,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "outputs": [ { "data": { @@ -953,14 +959,14 @@ "fig, [ax1, ax2] = plt.subplots(ncols=2)\n", "\n", "segment_labels = [f'{row.segment} {row.cnt:>,.0f} ({row.cnt / total_addresses:.1%})' for _, row in\n", - " balances_agg_by_segment_df.iterrows()]\n", + " segment_df.iterrows()]\n", "grade_labels = [f'Grade {int(row.grade)}\\n{row.cnt:>,.0f} ({row.cnt / total_addresses:.1%})' for _, row in\n", - " balances_agg_by_grade_df.iterrows()]\n", + " grade_df.iterrows()]\n", "\n", - "ax1.pie(balances_agg_by_segment_df.cnt, labels=segment_labels)\n", + "ax1.pie(segment_df.cnt, labels=segment_labels)\n", "ax1.set_title(label='Addresses by Segment')\n", "\n", - "ax2.pie(balances_agg_by_grade_df.cnt, labels=grade_labels)\n", + "ax2.pie(grade_df.cnt, labels=grade_labels)\n", "ax2.set_title(label='Addresses by Grade')\n", "\n", "plt.show()" @@ -980,7 +986,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 21, "outputs": [ { "name": "stdout", @@ -997,7 +1003,7 @@ "source": [ "gift_size_for_other_networks = TOTAL_GIFT_SIZE - sum(GIFT_PER_SEGMENT.values())\n", "addresses_cnt_in_other_networks = sum(\n", - " balances_agg_by_segment_df[~balances_agg_by_segment_df.segment.isin(GIFT_PER_SEGMENT.keys())].cnt)\n", + " segment_df[~segment_df.segment.isin(GIFT_PER_SEGMENT.keys())].cnt)\n", "addresses_cnt_in_other_networks_by_grade_dict = balances_df[\n", " ~balances_df.segment.isin(GIFT_PER_SEGMENT.keys())].value_counts('grade').to_dict()\n", "print(f'Total Gift Size: {TOTAL_GIFT_SIZE}\\n')\n", @@ -1008,47 +1014,131 @@ "collapsed": false } }, + { + "cell_type": "markdown", + "source": [ + "### Gift per Address" + ], + "metadata": { + "collapsed": false + } + }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "outputs": [ { "data": { "text/plain": "", - "text/html": "
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segmentcntshare_of_addressescnt_grade_1gift_per_address_grade_1cnt_grade_2gift_per_address_grade_2cnt_grade_3gift_per_address_grade_3gift_amountgift_per_address_avg
Terra4454070.3225963963822.055221e+11448711.824911e+1241541.869438e+132.410073e+175.410946e+11
CosmosHub3797790.2750633379522.055221e+11380281.824911e+1237991.869438e+132.098743e+175.526222e+11
Osmosis1789600.1296161592732.055221e+11178961.824911e+1217911.869438e+139.887437e+165.524943e+11
Evmos1093900.079228973542.055221e+11109411.824911e+1210951.869438e+136.044510e+165.525651e+11
Juno1063430.077021947122.055221e+11105671.824911e+1210641.869438e+135.864007e+165.514239e+11
Umee776180.056217690802.055221e+1177621.824911e+127761.869438e+134.286927e+165.523109e+11
Stargaze413890.029977368362.055221e+1141391.824911e+124141.869438e+132.286339e+165.524027e+11
ChiHuaHua220540.015973196272.055221e+1122051.824911e+122221.869438e+131.220786e+165.535442e+11
Bostrom70290.00509162565.328218e+127024.748338e+13714.694836e+141.000000e+171.422677e+13
Desmos68880.00498961295.438625e+126904.830918e+13694.830918e+141.000000e+171.451800e+13
Gravity58400.00423051982.055221e+115841.824911e+12581.869438e+133.218326e+155.510833e+11
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segmentcntshare_of_addressescnt_grade_1gift_per_address_grade_1cnt_grade_2gift_per_address_grade_2cnt_grade_3gift_per_address_grade_3gift_amountgift_per_address_avg
Terra4454070.3225963963822100000000004487118200000000004154186900000000002.425437e+175.445440e+11
CosmosHub3797790.2750633379522100000000003802818200000000003799186900000000002.111842e+175.560713e+11
Osmosis1789600.1296161592732100000000001789618200000000001791186900000000009.949184e+165.559446e+11
Evmos1093900.079228973542100000000001094118200000000001095186900000000006.082251e+165.560153e+11
Juno1063430.077021947122100000000001056718200000000001064186900000000005.900762e+165.548802e+11
Umee776180.0562176908021000000000077621820000000000776186900000000004.313708e+165.557613e+11
Stargaze413890.0299773683621000000000041391820000000000414186900000000002.300620e+165.558530e+11
ChiHuaHua220540.0159731962721000000000022051820000000000222186900000000001.228395e+165.569942e+11
Bostrom70290.0050916256533000000000070247480000000000714694800000000001.000000e+171.422677e+13
Desmos68880.0049896129544000000000069048310000000000694830900000000001.000000e+171.451800e+13
Gravity58400.0042305198210000000000584182000000000058186900000000003.238480e+155.545342e+11
\n
" }, "metadata": {}, "output_type": "display_data" } ], "source": [ - "balances_agg_by_segment_df.loc[:, 'share_of_addresses'] = balances_agg_by_segment_df.cnt / sum(\n", - " balances_agg_by_segment_df.cnt)\n", + "segment_df.loc[:, 'share_of_addresses'] = segment_df.cnt / sum(\n", + " segment_df.cnt)\n", "\n", "for grade in range(1, 4):\n", - " balances_agg_by_segment_df.loc[:, f'cnt_grade_{grade}'] = balances_agg_by_segment_df.apply(\n", - " lambda row: balances_agg_by_segment_and_grade_df[\n", - " (balances_agg_by_segment_and_grade_df.segment == row.segment) & (\n", - " balances_agg_by_segment_and_grade_df.grade == grade)].cnt.values[0],\n", + " segment_df.loc[:, f'cnt_grade_{grade}'] = segment_df.apply(\n", + " lambda row: segment_and_grade_df[\n", + " (segment_and_grade_df.segment == row.segment) & (\n", + " segment_and_grade_df.grade == grade)].cnt.values[0],\n", " axis=1)\n", - " balances_agg_by_segment_df.loc[:, f'gift_per_address_grade_{grade}'] = balances_agg_by_segment_df.apply(\n", - " lambda row: GIFT_PER_SEGMENT[row.segment] / 3 / row[\n", + " segment_df.loc[:, f'gift_per_address_grade_{grade}'] = segment_df.apply(\n", + " lambda row: int(round(GIFT_PER_SEGMENT[row.segment] / 3 / row[\n", " f'cnt_grade_{grade}'] if row.segment in GIFT_PER_SEGMENT.keys() else gift_size_for_other_networks / 3 /\n", " addresses_cnt_in_other_networks_by_grade_dict[\n", - " float(grade)],\n", + " float(grade)], -10)),\n", " axis=1)\n", "\n", - "balances_agg_by_segment_df.loc[:, 'gift_amount'] = balances_agg_by_segment_df.apply(\n", + "segment_df.loc[:, 'gift_amount'] = segment_df.apply(\n", " lambda row: GIFT_PER_SEGMENT[\n", " row.segment] if row.segment in GIFT_PER_SEGMENT.keys() else sum(\n", " [row[f'cnt_grade_{_grade}'] * row[f'gift_per_address_grade_{_grade}'] for _grade in range(1, 4)]),\n", " axis=1)\n", - "balances_agg_by_segment_df.loc[:, 'gift_per_address_avg'] = balances_agg_by_segment_df.apply(\n", + "segment_df.loc[:, 'gift_per_address_avg'] = segment_df.apply(\n", " lambda row: GIFT_PER_SEGMENT[\n", " row.segment] / row.cnt if row.segment in GIFT_PER_SEGMENT.keys() else row.gift_amount / row.cnt,\n", " axis=1)\n", "\n", - "display(HTML(balances_agg_by_segment_df.to_html(index=False, notebook=True, show_dimensions=False)))" + "display(HTML(segment_df.to_html(index=False, notebook=True, show_dimensions=False)))" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "### Final Distribution" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 23, + "outputs": [], + "source": [ + "segment_and_grade_flat_df = pd.DataFrame(columns=['segment', 'grade', 'gift'])\n", + "\n", + "for i in range(1, 4):\n", + " segment_item_df = segment_df[\n", + " ['segment', f'gift_per_address_grade_{i}']].copy().rename(\n", + " columns={f'gift_per_address_grade_{i}': 'gift'})\n", + " segment_item_df.loc[:, 'grade'] = i\n", + " segment_and_grade_flat_df = segment_and_grade_flat_df.append(segment_item_df)" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 24, + "outputs": [ + { + "data": { + "text/plain": " address grade segment \\\n0 cosmos100000aeu2lh0jrrnmn2npc88typ25u7td9wqxv 2 CosmosHub \n1 cosmos10005vr6w230rer02rgwsvmhh0vdpk9hv6wla36 1 CosmosHub \n2 cosmos100080ak7ge6pkqf6s3el7et0jd579n65fytesw 1 CosmosHub \n3 cosmos1000e3j8mesez4pma6fpn42ufn2xluhvh59uwt4 1 CosmosHub \n4 cosmos1000g09cm584wzmwuszdyvryg6p62xkauqud2jc 1 CosmosHub \n\n gift \n0 1820000000000 \n1 210000000000 \n2 210000000000 \n3 210000000000 \n4 210000000000 ", + "text/html": "
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addressgradesegmentgift
0cosmos100000aeu2lh0jrrnmn2npc88typ25u7td9wqxv2CosmosHub1820000000000
1cosmos10005vr6w230rer02rgwsvmhh0vdpk9hv6wla361CosmosHub210000000000
2cosmos100080ak7ge6pkqf6s3el7et0jd579n65fytesw1CosmosHub210000000000
3cosmos1000e3j8mesez4pma6fpn42ufn2xluhvh59uwt41CosmosHub210000000000
4cosmos1000g09cm584wzmwuszdyvryg6p62xkauqud2jc1CosmosHub210000000000
\n
" + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "final_distribution_df = balances_df[['address', 'grade', 'segment']].merge(\n", + " segment_and_grade_flat_df,\n", + " how='left',\n", + " on=['grade', 'segment'])\n", + "final_distribution_df.to_csv(FINAL_STATE_FILE_NAME, index=False)\n", + "final_distribution_df.head()" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 25, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Final Distribution IPFS address QmcLjbToBmDZoDyxyCSGQHm5ko3BhmkDTzB17JoKrz8HRi\n" + ] + } + ], + "source": [ + "ipfs_client = ipfshttpclient.Client()\n", + "with open(FINAL_STATE_FILE_NAME) as state_file:\n", + " state_ipfs_address = ipfs_client.add_bytes(bytes(state_file.read(), encoding='utf-8'))\n", + "print(f'Final Distribution IPFS address {state_ipfs_address}')" ], "metadata": { "collapsed": false @@ -1056,7 +1146,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "outputs": [], "source": [], "metadata": { From 62f003f9d5f44a931ab65cc7d536e2526d9a3d02 Mon Sep 17 00:00:00 2001 From: Snedashkovsky Date: Sat, 31 Dec 2022 12:27:14 +0800 Subject: [PATCH 6/8] - Distribute the entire Community pool --- pussygift.ipynb | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/pussygift.ipynb b/pussygift.ipynb index de9bade..183760e 100644 --- a/pussygift.ipynb +++ b/pussygift.ipynb @@ -35,7 +35,7 @@ "execution_count": 2, "outputs": [], "source": [ - "TOTAL_GIFT_SIZE = 95e16\n", + "TOTAL_GIFT_SIZE = 95.4e16\n", "GIFT_PER_SEGMENT = {\n", " 'Bostrom': 10e16,\n", " 'Desmos': 10e16\n", @@ -992,11 +992,11 @@ "name": "stdout", "output_type": "stream", "text": [ - "Total Gift Size: 9.5e+17\n", + "Total Gift Size: 9.54e+17\n", "\n", "Bostrom: 1e+17\n", "Desmos: 1e+17\n", - "Gift for other networks: 7.5e+17\n" + "Gift for other networks: 7.54e+17\n" ] } ], @@ -1030,7 +1030,7 @@ { "data": { "text/plain": "", - "text/html": "
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segmentcntshare_of_addressescnt_grade_1gift_per_address_grade_1cnt_grade_2gift_per_address_grade_2cnt_grade_3gift_per_address_grade_3gift_amountgift_per_address_avg
Terra4454070.3225963963822100000000004487118200000000004154186900000000002.425437e+175.445440e+11
CosmosHub3797790.2750633379522100000000003802818200000000003799186900000000002.111842e+175.560713e+11
Osmosis1789600.1296161592732100000000001789618200000000001791186900000000009.949184e+165.559446e+11
Evmos1093900.079228973542100000000001094118200000000001095186900000000006.082251e+165.560153e+11
Juno1063430.077021947122100000000001056718200000000001064186900000000005.900762e+165.548802e+11
Umee776180.0562176908021000000000077621820000000000776186900000000004.313708e+165.557613e+11
Stargaze413890.0299773683621000000000041391820000000000414186900000000002.300620e+165.558530e+11
ChiHuaHua220540.0159731962721000000000022051820000000000222186900000000001.228395e+165.569942e+11
Bostrom70290.0050916256533000000000070247480000000000714694800000000001.000000e+171.422677e+13
Desmos68880.0049896129544000000000069048310000000000694830900000000001.000000e+171.451800e+13
Gravity58400.0042305198210000000000584182000000000058186900000000003.238480e+155.545342e+11
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segmentcntshare_of_addressescnt_grade_1gift_per_address_grade_1cnt_grade_2gift_per_address_grade_2cnt_grade_3gift_per_address_grade_3gift_amountgift_per_address_avg
Terra4454070.3225963963822100000000004487118300000000004154187900000000002.434078e+175.464840e+11
CosmosHub3797790.2750633379522100000000003802818300000000003799187900000000002.119444e+175.580729e+11
Osmosis1789600.1296161592732100000000001789618300000000001791187900000000009.984990e+165.579454e+11
Evmos1093900.079228973542100000000001094118300000000001095187900000000006.104142e+165.580165e+11
Juno1063430.077021947122100000000001056718300000000001064187900000000005.921969e+165.568744e+11
Umee776180.0562176908021000000000077621830000000000776187900000000004.329230e+165.577611e+11
Stargaze413890.0299773683621000000000041391830000000000414187900000000002.308899e+165.578533e+11
ChiHuaHua220540.0159731962721000000000022051830000000000222187900000000001.232820e+165.590006e+11
Bostrom70290.0050916256533000000000070247480000000000714694800000000001.000000e+171.422677e+13
Desmos68880.0049896129544000000000069048310000000000694830900000000001.000000e+171.451800e+13
Gravity58400.0042305198210000000000584183000000000058187900000000003.250120e+155.565274e+11
\n
" }, "metadata": {}, "output_type": "display_data" @@ -1102,8 +1102,8 @@ "outputs": [ { "data": { - "text/plain": " address grade segment \\\n0 cosmos100000aeu2lh0jrrnmn2npc88typ25u7td9wqxv 2 CosmosHub \n1 cosmos10005vr6w230rer02rgwsvmhh0vdpk9hv6wla36 1 CosmosHub \n2 cosmos100080ak7ge6pkqf6s3el7et0jd579n65fytesw 1 CosmosHub \n3 cosmos1000e3j8mesez4pma6fpn42ufn2xluhvh59uwt4 1 CosmosHub \n4 cosmos1000g09cm584wzmwuszdyvryg6p62xkauqud2jc 1 CosmosHub \n\n gift \n0 1820000000000 \n1 210000000000 \n2 210000000000 \n3 210000000000 \n4 210000000000 ", - "text/html": "
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addressgradesegmentgift
0cosmos100000aeu2lh0jrrnmn2npc88typ25u7td9wqxv2CosmosHub1820000000000
1cosmos10005vr6w230rer02rgwsvmhh0vdpk9hv6wla361CosmosHub210000000000
2cosmos100080ak7ge6pkqf6s3el7et0jd579n65fytesw1CosmosHub210000000000
3cosmos1000e3j8mesez4pma6fpn42ufn2xluhvh59uwt41CosmosHub210000000000
4cosmos1000g09cm584wzmwuszdyvryg6p62xkauqud2jc1CosmosHub210000000000
\n
" + "text/plain": " address grade segment \\\n0 cosmos100000aeu2lh0jrrnmn2npc88typ25u7td9wqxv 2 CosmosHub \n1 cosmos10005vr6w230rer02rgwsvmhh0vdpk9hv6wla36 1 CosmosHub \n2 cosmos100080ak7ge6pkqf6s3el7et0jd579n65fytesw 1 CosmosHub \n3 cosmos1000e3j8mesez4pma6fpn42ufn2xluhvh59uwt4 1 CosmosHub \n4 cosmos1000g09cm584wzmwuszdyvryg6p62xkauqud2jc 1 CosmosHub \n\n gift \n0 1830000000000 \n1 210000000000 \n2 210000000000 \n3 210000000000 \n4 210000000000 ", + "text/html": "
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addressgradesegmentgift
0cosmos100000aeu2lh0jrrnmn2npc88typ25u7td9wqxv2CosmosHub1830000000000
1cosmos10005vr6w230rer02rgwsvmhh0vdpk9hv6wla361CosmosHub210000000000
2cosmos100080ak7ge6pkqf6s3el7et0jd579n65fytesw1CosmosHub210000000000
3cosmos1000e3j8mesez4pma6fpn42ufn2xluhvh59uwt41CosmosHub210000000000
4cosmos1000g09cm584wzmwuszdyvryg6p62xkauqud2jc1CosmosHub210000000000
\n
" }, "execution_count": 24, "metadata": {}, @@ -1130,7 +1130,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Final Distribution IPFS address QmcLjbToBmDZoDyxyCSGQHm5ko3BhmkDTzB17JoKrz8HRi\n" + "Final Distribution IPFS address QmRdxxmogh3tpuUE3MxnJvuAAxy4tuiLjhkXmsJaGusL1E\n" ] } ], @@ -1146,7 +1146,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "outputs": [], "source": [], "metadata": { From f4efaf3b376d6e31d059895f4637ef29895261a6 Mon Sep 17 00:00:00 2001 From: Serge Nedashkovsky Date: Wed, 18 Jan 2023 12:11:43 +0700 Subject: [PATCH 7/8] Update small_birthday_gift_A&V.ipynb --- small_birthday_gift_A&V.ipynb | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/small_birthday_gift_A&V.ipynb b/small_birthday_gift_A&V.ipynb index df8f46d..fecde68 100644 --- a/small_birthday_gift_A&V.ipynb +++ b/small_birthday_gift_A&V.ipynb @@ -3,17 +3,17 @@ { "cell_type": "markdown", "source": [ - "## small gift for birthday\n", + "## Small Gift for Bostrom's Birthday\n", "\n", "dear friends!\n", "\n", "recently bostrom had his first birthday!\n", "\n", - "since the main gift cannot be unlocked until we reach the goal, the cybercongress decided to make a small gift\n", + "since the main Gift cannot be unlocked until we reach the goal (of 100k citizens), the cyber~congress decided to give a small gift.\n", "\n", - "soon each citizen who claim the gift will receive 1A and 1V\n", + "soon each citizen who claims the gift will receive 1A and 1V for each claimed address.\n", "\n", - "this will enable your contribution to the development of a bootloader for superintelligence right now\n", + "this will enable your contribution to the development of a bootloader for superintelligence immediately.\n", "\n", "we thank everyone for participating" ], From 9a91a3109f75cbc269e851f91c68393a6a313e60 Mon Sep 17 00:00:00 2001 From: Snedashkovsky Date: Sat, 1 Apr 2023 15:57:55 +0800 Subject: [PATCH 8/8] - Add distribution rules for pyssyGift in Readme --- README.md | 95 ++++++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 94 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 0739a9e..66100db 100644 --- a/README.md +++ b/README.md @@ -364,4 +364,97 @@ correct. Since the main Gift cannot be unlocked until we reach the goal, the cyber~congress decided to make a small gift. Soon each citizen who claim the gift will receive 1A and 1V by each claimed address. This will enable your contribution to the development of a bootloader for superintelligence right now. -[Small Birthday Gift](small_birthday_gift_A&V.ipynb) \ No newline at end of file +[Small Birthday Gift](small_birthday_gift_A&V.ipynb) + +# pussyGift + +## Gift per Segment + +- Bostrom Stakers: 10e16 PUSSY +- Desmos Stakers: 10e16 PUSSY +- ChiHuaHua, CosmosHub, Evmos, Gravity, Juno, Osmosis, Stargaze, Terra and Umee Stakers: 75e16 PUSSY + +## Rules + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
RuleLevelCalculations
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Bostrom Staking Balance > 10,000 BOOT > 1,383,480,819 BOOT > 144,305,883,038 BOOT Pussy Gift. BOOT, ATOM, OSMO, LUNA, HUAHUA, JUNO, DSM, STARS, UMEE, GRAV and EVMOS Analysis
ChiHuaHua Staking Balance > 10,000 HUAHUA > 1,805,215 HUAHUA > 25,590,943 HUAHUA
CosmosHub Staking Balance > 0.1 ATOM > 164 ATOM > 2,711 ATOM
Desmos Staking Balance > 30 DSM > 2,125 DSM > 142,856 DSM
Evmos Staking Balance > 2 EVMOS > 760 EVMOS > 8,865 EVMOS
Gravity Staking Balance > 100 GRAV > 14,240 GRAV > 930,754 GRAV
Juno Staking Balance > 0.5 JUNO > 201 JUNO > 4,136 JUNO
Osmosis Staking and Liquidity Balance > 1 OSMO > 1,498 OSMO > 38,098 OSMO
Stargaze Staking Balance > 20 STAR > 6,147 STAR > 125,126 STAR
Terra Balance > 1 LUNA > 387 LUNA > 6,397 LUNA
Umee Staking Balance > 100 UMEE > 10,571 UMEE > 65,552 UMEE