From db7bbd1a498f2c7156f35c83ed8866264289e710 Mon Sep 17 00:00:00 2001 From: jepidoptera Date: Fri, 4 Oct 2024 17:30:56 -0500 Subject: [PATCH] tried new stuff and cleaned up some --- .../Misc/omnipool_fees_simulation.ipynb | 626 ++++++++++-------- 1 file changed, 342 insertions(+), 284 deletions(-) diff --git a/hydradx/notebooks/Misc/omnipool_fees_simulation.ipynb b/hydradx/notebooks/Misc/omnipool_fees_simulation.ipynb index 20a1b404..763dc92e 100644 --- a/hydradx/notebooks/Misc/omnipool_fees_simulation.ipynb +++ b/hydradx/notebooks/Misc/omnipool_fees_simulation.ipynb @@ -99,7 +99,8 @@ " fee_rate,\n", " fee_type,\n", " direction,\n", - " other_asset\n", + " other_asset,\n", + " timestamp\n", "FROM trades \n", "ORDER BY 1;\n", "\"\"\"" @@ -124,12 +125,12 @@ ], "source": [ "trades_history = query_sqlPad(query)\n", - "last_trade = trades_history[0]\n", - "trades_history = [\n", - " last_trade := [*trade, trade[3] - last_trade[3]] \n", - " for trade in trades_history \n", - " if trade[3] != None\n", - "]\n", + "# last_trade = trades_history[0]\n", + "# trades_history = [\n", + "# last_trade := [*trade, trade[3] - last_trade[3]] \n", + "# for trade in trades_history \n", + "# if trade[3] != None\n", + "# ]\n", "print(\"done\")" ] }, @@ -180,13 +181,58 @@ "max_block = trades_history[-1][0]\n", "lrna_fees = fill_blocks(filter(lambda x: x[5] == 'LRNA', trades_history), 4, min_block, max_block)\n", "asset_fees = fill_blocks(filter(lambda x: x[5] == 'asset', trades_history), 4, min_block, max_block)\n", - "tkn_prices = fill_blocks(trades_history, 3)\n", - "blocks = list(range(min_block, max_block))" + "tkn_prices = [1 / price for price in fill_blocks(trades_history, 3)]\n", + "blocks = list(range(min_block, max_block + 1))" ] }, { "cell_type": "code", "execution_count": 6, + "id": "41c1750e-dd22-4233-8210-9d5ec1348014", + "metadata": { + "ExecuteTime": { + "end_time": "2024-09-25T21:19:43.239823Z", + "start_time": "2024-09-25T21:19:33.965335Z" + }, + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(20, 5))\n", + "plt.plot(tkn_prices[10500: 11000])" + ] + }, + { + "cell_type": "code", + "execution_count": 7, "id": "6877b37d-629e-452e-83a6-438af270d366", "metadata": { "tags": [] @@ -206,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "c018f8f6-b333-4467-9b13-5a1f5bec6692", "metadata": { "tags": [] @@ -216,14 +262,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "loading omnipool_history_05\n", + "loading omnipool_history_047.json\n", "Retrieved balance of DOT on 2024-06-15 00:00:00+00:00: 2024-06-15\n" ] } ], "source": [ "tkn_liquidity = get_historical_omnipool_balance(tkn, time_range[0]) # 2319659\n", - "tkn_lrna = tkn_liquidity / tkn_prices[0]\n", + "tkn_lrna = tkn_liquidity * tkn_prices[0]\n", "\n", "liquidity_history = [[min_block, tkn_liquidity]]\n", "lrna_history = [[min_block, tkn_lrna]]\n", @@ -237,31 +283,34 @@ " trade[0], lrna_history[-1][1]\n", " - (trade[2] if trade[6] == 'buy' else -trade[2])\n", " ])\n", - "liquidity_history = fill_blocks(liquidity_history, 1)\n", - "lrna_history = fill_blocks(lrna_history, 1)" + "liquidity_history = fill_blocks(liquidity_history, 1, min_block, max_block)\n", + "lrna_history = fill_blocks(lrna_history, 1, min_block, max_block)\n", + "spot_price_history = [lrna_history[i] / liquidity_history[i] for i in range(len(blocks))]" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 60, "id": "3983f688-35d7-4c4a-9fd1-9ec793fcc113", "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, "tags": [] }, "outputs": [ { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "21333\n" + ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -273,22 +322,27 @@ } ], "source": [ - "spot_price_history = [liquidity_history[i] / lrna_history[i] for i in range(len(blocks))]\n", "plt.figure(figsize=(20, 5))\n", - "plt.plot(spot_price_history)" + "plt.plot(spot_price_history)\n", + "print(len(spot_price_history))" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "b5262974-4983-42da-a1dc-2d601f7c237b", "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, "tags": [] }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -314,15 +368,20 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "1a2bda93-127a-46ac-a01b-b88128e62c16", "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, "tags": [] }, "outputs": [ { "data": { - "image/png": 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\n", 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" ] @@ -348,7 +407,41 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 62, + "id": "2c29ad19-5590-4e5b-b1a1-b25d772e3f3a", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "loading omnipool_history_047.json\n", + "Retrieved balance of DOT on 2024-06-15 00:00:42+00:00: 2024-06-15\n", + "Matched blocks to existing dataset.\n" + ] + } + ], + "source": [ + "# get actual balance history from the time range, which accounts for add/remove liquidity operations not captured in the data we have so far\n", + "\n", + "balance_history = get_historical_omnipool_balance(tkn, date=trades_history[0][8], end_date=trades_history[-1][8])\n", + "timestamps = [trade[8] for trade in trades_history]\n", + "# print(len([(date, balance) for date, balance in balance_history.items() if date not in timestamps]))\n", + "balances = []\n", + "for date, balance in balance_history.items():\n", + " i = timestamps.index(date) if date in timestamps else -1\n", + " if i >= 0:\n", + " trade = trades_history[i]\n", + " balances.append((trade[0], balance))\n", + "balances = fill_blocks(balances, 1, min_block, max_block)\n", + "print('Matched blocks to existing dataset.')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, "id": "0c67f3e9-ea9a-4a9a-9508-9be5f2d0b67d", "metadata": { "tags": [] @@ -388,18 +481,18 @@ " lrna_fee=dynamicadd_lrna_fee(\n", " minimum=lrna_fee_min,\n", " amplification=lrna_fee_amplification,\n", - " raise_oracle_name='fee_raise',\n", + " raise_oracle_name='price',\n", " decay=lrna_fee_decay,\n", " fee_max=lrna_fee_max,\n", " ),\n", " asset_fee=dynamicadd_asset_fee(\n", " minimum=asset_fee_min,\n", " amplification=asset_fee_amplification,\n", - " raise_oracle_name='fee_raise',\n", + " raise_oracle_name='price',\n", " decay=asset_fee_decay,\n", " fee_max=asset_fee_max,\n", " ),\n", - " oracles={'fee_raise': 10},\n", + " oracles={'price': 9},\n", " preferred_stablecoin = 'USD',\n", " )\n", " },\n", @@ -413,7 +506,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 37, "id": "feb592b4-72ee-4740-9b49-554ce8d7efe9", "metadata": {}, "outputs": [ @@ -422,6 +515,54 @@ "output_type": "stream", "text": [ "simulating\n", + "block 5348843. sold 6.1230133834\n", + "fee=0.00284249864811302 (+7.805215288677909e-05)\n", + "(oracle volume out: 11.629649785234559\n", + "- oracle volume in: 2.365796266447233)\n", + " / liquidity = 4.176083257853123e-06 * amplification = 4.176083257853123e-06\n", + "decay: 0.00011\n", + "block 5348844. sold 3.117669312\n", + "fee=0.0028363908350316487 (-6.107813081371316e-06)\n", + "(oracle volume out: 10.528322504836295\n", + "- oracle volume in: 1.8942756188828067)\n", + " / liquidity = 3.892186918628629e-06 * amplification = 3.892186918628629e-06\n", + "decay: 1e-05\n", + "block 5348845. sold 1.9766542439\n", + "fee=0.0028297853081851966 (-6.605526846452121e-06)\n", + "(oracle volume out: 9.046191866232585\n", + "- oracle volume in: 1.5162538875288918)\n", + " / liquidity = 3.3944731535479085e-06 * amplification = 3.3944731535479085e-06\n", + "decay: 1e-05\n", + "block 5348845. sold 185.7654099956\n", + "fee=0.0028297853081851966 (0.0)\n", + "(oracle volume out: 9.046191866232585\n", + "- oracle volume in: 1.5162538875288918)\n", + " / liquidity = 3.3944731535479085e-06 * amplification = 3.3944731535479085e-06\n", + "decay: 0.0\n", + "block 5348849. sold 60.4692194373\n", + "fee=0.002844218613578122 (+1.4433305392925252e-05)\n", + "(oracle volume out: 22.93010756657698\n", + "- oracle volume in: 2.6746353083962875)\n", + " / liquidity = 9.131550645045014e-06 * amplification = 9.131550645045014e-06\n", + "decay: 4e-05\n", + "block 5348858. sold 524.7507642042\n", + "fee=0.0028052059389810043 (-3.901267459711748e-05)\n", + "(oracle volume out: 5.106637252084698\n", + "- oracle volume in: 6.522504287520167)\n", + " / liquidity = -6.383385243077031e-07 * amplification = -6.383385243077031e-07\n", + "decay: 9e-05\n", + "block 5348869. sold 4.4325539176\n", + "fee=0.002905386615252689 (+0.00010018067627168455)\n", + "(oracle volume out: 11.707593653844787\n", + "- oracle volume in: 2.6011197670632153)\n", + " / liquidity = 4.106465492833691e-06 * amplification = 4.106465492833691e-06\n", + "decay: 0.00011\n", + "block 5348875. sold 2.2267911166\n", + "fee=0.0028589796453273274 (-4.640696992536152e-05)\n", + "(oracle volume out: 3.3595672843396316\n", + "- oracle volume in: 0.6822337167978302)\n", + " / liquidity = 1.2073344375587054e-06 * amplification = 1.2073344375587054e-06\n", + "decay: 6.000000000000001e-05\n", "done\n" ] } @@ -429,64 +570,74 @@ "source": [ "print('simulating')\n", "events = []\n", + "simulated_sell_fees = []\n", + "simulated_buy_fees = []\n", "simulate_state = initial_state.copy()\n", "simulate_state.pools['omnipool'].lrna_fee_this_block = {tkn: 0, 'HDX': 0, 'USD': 0}\n", "simulate_state.pools['omnipool'].asset_fee_this_block = {tkn: 0, 'HDX': 0, 'USD': 0}\n", "trade_index = 0\n", - "for block in blocks:\n", + "print_window = [12020, 12080]\n", + "for i, block in enumerate(blocks):\n", " while trade_index < len(trades_history) and trades_history[trade_index][0] == block:\n", " trade = trades_history[trade_index]\n", " amount = trade[1]\n", " lrna = trade[2]\n", " price = trade[3]\n", " trade_type = trade[6]\n", - " simulate_state.pools['omnipool'].swap(\n", + " omnipool = simulate_state.pools['omnipool']\n", + " omnipool.swap(\n", " agent=simulate_state.agents['trader'],\n", " tkn_sell=tkn if trade_type == 'buy' else 'LRNA',\n", " tkn_buy=tkn if trade_type == 'sell' else 'LRNA',\n", " sell_quantity = amount if trade_type == 'buy' else 0,\n", " buy_quantity = amount if trade_type == 'sell' else 0,\n", " )\n", + " # account for liquidity changes not captured by the query\n", + " # this should be pretty accurate because add/remove liquidity doesn't change the spot price\n", + " liquidity = balances[i]\n", + " lrna = liquidity * spot_price_history[i]\n", + " omnipool.lrna[tkn], omnipool.liquidity[tkn] = lrna, liquidity\n", " trade_index += 1\n", + " if trade_type == 'sell':\n", + " # if i >= print_window[0] and i < print_window[1]:\n", + " # this_fee = omnipool.last_fee[tkn]\n", + " # change = this_fee - simulated_sell_fees[-1][1]\n", + " # fee_delta = (omnipool.oracles[\"price\"].volume_out[tkn] - omnipool.oracles[\"price\"].volume_in[tkn]) / omnipool.oracles[\"price\"].liquidity[tkn]\n", + " # print(f'block {block}. sold {amount}')\n", + " # print(f'fee={this_fee} ({\"+\" if change > 0 else \"\"}{change})')\n", + " # print(f'(oracle volume out: {omnipool.oracles[\"price\"].volume_out[tkn]}')\n", + " # print(f'- oracle volume in: {omnipool.oracles[\"price\"].volume_in[tkn]})')\n", + " # print(f' / liquidity = {fee_delta} * amplification = {fee_delta * asset_fee_amplification}')\n", + " # print(f'decay: {asset_fee_decay * (block - simulated_sell_fees[-1][0])}')\n", + " simulated_sell_fees.append([block, simulate_state.pools['omnipool'].last_fee[tkn]])\n", + " elif trade_type == 'buy':\n", + " simulated_buy_fees.append([block, simulate_state.pools['omnipool'].last_fee[tkn]])\n", + " \n", " simulate_state.pools['omnipool'].update()\n", " simulate_state.time_step = int(block)\n", " events.append(simulate_state.archive())\n", "\n", + "simulated_sell_fees = fill_blocks(simulated_sell_fees, 1, min_block, max_block)\n", + "simulated_buy_fees = fill_blocks(simulated_buy_fees, 1, min_block, max_block)\n", "print('done')" ] }, { "cell_type": "code", - "execution_count": 13, - "id": "8e6d6df6-e4bb-4e39-ba55-8442829c29d1", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "3763" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(list(filter(lambda x: x[6] == 'buy', trades_history)))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, + "execution_count": 43, "id": "4ef42abf-abed-4a27-9cab-5ebe5c57dc00", "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, "tags": [] }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -500,25 +651,32 @@ "source": [ "plt.figure(figsize=(20, 5))\n", "# view_range = (10400, 10410)\n", - "view_range = (10000, 11000)\n", + "# view_range = (12000, 12500)\n", + "view_range = (0, len(blocks))\n", "# view_range = (0, len(blocks))\n", - "plt.plot([event.pools['omnipool'].liquidity[tkn] / event.pools['omnipool'].lrna[tkn] for event in events[view_range[0]: view_range[1]]])\n", - "plt.plot(spot_price_history[view_range[0]: view_range[1]], color='orange')\n", + "plt.plot(blocks[view_range[0]: view_range[1]], [event.pools['omnipool'].lrna[tkn] / event.pools['omnipool'].liquidity[tkn] for event in events[view_range[0]: view_range[1]]])\n", + "plt.plot(blocks[view_range[0]: view_range[1]], spot_price_history[view_range[0]: view_range[1]], color='orange', linestyle='--')\n", + "plt.plot(blocks[view_range[0]: view_range[1]], tkn_prices[view_range[0]: view_range[1]], color='purple', linestyle='--')\n", "plt.title('price comparison: simulated(blue) vs recorded(orange)')\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "id": "95c53318-569f-440b-9c98-d2dc56ac73df", "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, "tags": [] }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -534,10 +692,11 @@ "fig = plt.figure(figsize=(20, 5))\n", "ax = fig.add_subplot(111)\n", "ax.tick_params(axis='y', labelcolor=\"blue\")\n", - "ax.plot(asset_fees[view_range[0]: view_range[1]], color='blue', label=f\"{tkn} fee\")\n", + "# ax.plot(asset_fees[view_range[0]: view_range[1]], color='blue', label=f\"{tkn} fee\")\n", "ax.plot([event.pools['omnipool'].last_fee[tkn] for event in events[view_range[0]: view_range[1]]], color='green', label = f\"{tkn} fee (simulated)\")\n", "ax2 = ax.twinx()\n", "ax2.plot(tkn_prices[view_range[0]: view_range[1]], color='red', label=f\"{tkn} price in Omnipool\")\n", + "ax2.plot(spot_price_history[view_range[0]: view_range[1]], color='purple')\n", "ax2.tick_params(axis='y', labelcolor=\"red\")\n", "fig.legend(loc='upper center')\n", "plt.show()" @@ -545,72 +704,44 @@ }, { "cell_type": "code", - "execution_count": 16, - "id": "2fec0a74-fcea-4652-bb59-c3ff1ea52214", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[5336816,\n", - " 16.3073406236,\n", - " 2.804916354908,\n", - " 5.810936571983159,\n", - " '0.00049999999983814134',\n", - " 'LRNA',\n", - " 'buy',\n", - " '2-Pool',\n", - " 0.0]" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "trades_history[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "e4310f9d-7e34-4900-9526-690a5a40ffc0", + "execution_count": 57, + "id": "8fc5042e-4ac2-4ead-a3ea-5a2ef08c5f06", "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/plain": [ - "(21332, 21332, 4804)" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "len(events), len(blocks), len(trades_history)" + "# active_blocks = [block[0] for block in list(filter(lambda x: x[6] == 'sell', trades_history))]\n", + "# active_block_fees = fill_blocks(\n", + "# [[event.time_step + 1, event.pools['omnipool'].last_fee[tkn]] for event in events if event.time_step + 1 in active_blocks],\n", + "# 1, min_block, max_block\n", + "# )" ] }, { "cell_type": "code", - "execution_count": 18, - "id": "8fc5042e-4ac2-4ead-a3ea-5a2ef08c5f06", + "execution_count": 58, + "id": "1935465e-1b09-43da-9be5-90f3852f6471", "metadata": { "tags": [] }, "outputs": [], "source": [ - "active_blocks = [block[0] for block in trades_history]\n", - "active_block_fees = [[event.time_step, event.pools['omnipool'].last_fee[tkn]] for event in events if event.time_step in active_blocks]" + "# try and simulate what the fees should be, based on oracles\n", + "next_fee = asset_fees[0]\n", + "calculated_fees = [\n", + " next_fee := min(max(next_fee + (\n", + " event.pools['omnipool'].oracles['price'].volume_out[tkn]\n", + " - event.pools['omnipool'].oracles['price'].volume_in[tkn]\n", + " ) / event.pools['omnipool'].oracles['price'].liquidity[tkn] * asset_fee_amplification\n", + " - asset_fee_decay, asset_fee_min), asset_fee_max)\n", + " for event in events\n", + "]" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 59, "id": "77c70abf-4142-4d15-8048-abce4fee7fb5", "metadata": { "tags": [] @@ -618,7 +749,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -630,70 +761,79 @@ } ], "source": [ - "view_range = (0, 10500)\n", + "view_range = (12000, 12100)\n", "fig = plt.figure(figsize=(20, 5))\n", "ax = fig.add_subplot(111)\n", "ax.tick_params(axis='y', labelcolor=\"blue\")\n", - "ax.plot(blocks[view_range[0]: view_range[1]], asset_fees[view_range[0]: view_range[1]], color='blue', label=f\"{tkn} fee\")\n", - "ax.plot(blocks[view_range[0]: view_range[1]], fill_blocks(active_block_fees, 1)[view_range[0]: view_range[1]], color='green', label = f\"{tkn} fee (simulated)\")\n", + "ax.plot(blocks[view_range[0]: view_range[1]], asset_fees[view_range[0]: view_range[1]], color='blue', label=f\"{tkn} fee (from Omnipool records)\")\n", + "ax.plot(blocks[view_range[0]: view_range[1]], calculated_fees[view_range[0]: view_range[1]], color='green', label = f\"{tkn} fee (continuous, calculated)\")\n", + "ax.plot(blocks[view_range[0]: view_range[1]], simulated_sell_fees[view_range[0]: view_range[1]], color='purple', label = f\"{tkn} fee (on sell, from simulation)\")\n", + "ax.plot(blocks[view_range[0]: view_range[1]], [event.pools['omnipool'].last_fee[tkn] for event in events[view_range[0]: view_range[1]]], color='white', linestyle='--')\n", + "# ax.plot(blocks[view_range[0]: view_range[1]], active_block_fees[view_range[0]: view_range[1]], color='orange', label = f\"{tkn} fee (adjusted)\", linestyle='--')\n", + "# ax.plot(blocks[view_range[0]: view_range[1]], adjusted_active_block_fees[view_range[0]: view_range[1]], color='teal', label = f\"{tkn} fee (offset)\", linestyle='--')\n", + "# ax.plot(blocks[view_range[0]: view_range[1]], simulated_buy_fees[view_range[0]: view_range[1]], color='red', label = f\"{tkn} fee (simulated, measured on buy)\", linestyle='--')\n", "ax2 = ax.twinx()\n", - "ax2.plot(blocks[view_range[0]: view_range[1]], tkn_prices[view_range[0]: view_range[1]], color='red', label=f\"{tkn} price in Omnipool\")\n", + "# ax2.plot(blocks[view_range[0]: view_range[1]], tkn_prices[view_range[0]: view_range[1]], color='red', label=f\"{tkn} price in Omnipool\")\n", + "ax2.plot(\n", + " blocks[view_range[0]: view_range[1]], \n", + " [\n", + " (event.pools['omnipool'].oracles['price'].volume_out[tkn] - event.pools['omnipool'].oracles['price'].volume_in[tkn]) \n", + " / event.pools['omnipool'].oracles['price'].liquidity[tkn] \n", + " for event in events[view_range[0]: view_range[1]]\n", + " ], \n", + " color='pink', label='(volume out - volume in) / liquidity')\n", + "# ax2.plot(blocks[view_range[0]: view_range[1]], spot_price_history[view_range[0]: view_range[1]], color='teal', label=f\"recorded price\")\n", + "# ax2.plot(blocks[view_range[0]: view_range[1]], [event.pools['omnipool'].oracles['price'].price[tkn] for event in events[view_range[0]: view_range[1]]], color='black')\n", "ax2.tick_params(axis='y', labelcolor=\"red\")\n", - "fig.legend(loc='upper center')\n", + "fig.legend(loc='lower center')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "25c0b87c-377c-4801-91a2-e033be84ebb3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ "# # buys\n", "# for trade in [trade for trade in trades_history if trade[6] == 'buy' and trade[0] >= min_block + view_range[0] and trade[0] < min_block + view_range[1]]:\n", "# plt.arrow(trade[0], trade[3], 0, trade[8], color='orange', head_width=0.1, head_length=0.2, fc='orange', ec='orange')\n", "# # sells\n", "# for trade in [trade for trade in trades_history if trade[6] == 'sell' and trade[0] >= min_block + view_range[0] and trade[0] < min_block + view_range[1]]:\n", - "# plt.arrow(trade[0], trade[3], 1, trade[8], color='orange', head_width=0.1, head_length=0.2, fc='green', ec='green')\n", - "plt.show()" + "# plt.arrow(trade[0], trade[3], 1, trade[8], color='orange', head_width=0.1, head_length=0.2, fc='green', ec='green')" ] }, { "cell_type": "code", - "execution_count": 20, - "id": "96831a7d-359b-4142-96cb-25bc5e4f1d2e", + "execution_count": 23, + "id": "889a04cb-fb59-4f6a-bd90-5e9187e9252d", "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ - "[[5358114, 0.0025],\n", - " [5358116, 0.0025],\n", - " [5358125, 0.0025],\n", - " [5358126, 0.0025],\n", - " [5358134, 0.002503950635092925],\n", - " [5358136, 0.002503337121107921],\n", - " [5358139, 0.0025082419903037696],\n", - " [5358140, 0.0025270096342929157],\n", - " [5358145, 0.002572832032019454],\n", - " [5358146, 0.0025952091562211023]]" + "[]" ] }, - "execution_count": 20, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" - } - ], - "source": [ - "active_block_fees[-10:]" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "5abf0d38-2896-4ec6-a951-14756d9853f1", - "metadata": { - "tags": [] - }, - "outputs": [ + }, { "data": { - "image/png": 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ZUUS0fqPSMcDpwErg6oh4f41lZgIzAdrb2/fq6upqyLZ7e3tpa2tryLqGM7dTfdxO9XNb1aeR7TR9+vSeiOiont/y4Je0DXApcASwFPglcElEnN/fYzo6OmLu3LkN2X53dzednZ0NWddw5naqj9upfm6r+jSynSTVDP4yhnoOBB6MiCcjYg3wK+CNJdRhZpalMoL/EWAfSVtKEvBmYEEJdZiZZanlwR8RtwCXAPOAu1INZ7W6DjOzXI0sY6MRcTJwchnbNjPLnb+5a2aWGQe/mVlmBhX8kkZImtCsYszMrPk2GvySLpQ0QdI4YD5wj6T/3fzSzMysGerp8e8WEc8AhwNXAi8BjmxmUWZm1jz1BP8oSaMogv936UtXrT/Pg5mZNUQ9wf8j4CFgHDBH0k7AM80syszMmmejx/FHxJnAmRWzHpY0vXklmZlZM/Ub/JI+EBHnSzq+n0XOaFJNZmbWRAP1+Mel3+NbUYiZmbVGv8EfET9Kv0+tvk/S6GYWZWZmzVPPcfzdkqZWTL8euK2ZRZmZWfPUc5K2rwJXSToT2AE4GDiqqVWZmVnT1HNUz+8lfQKYBTwFvC4inmh6ZWY2fNzmQYKhpJ6hni8B3wMOAE4BuiUd0uS6zGw42XtvWLWq7CosqWeoZ1tg74hYCdwk6SrgbOCKplZmZmZNUc9Qz7FV0w8DM5pVkJmZNddGg1/SdsDngN2AMX3zI+JNTazLzMyapJ5z9VxAcTH0lwCnUpy3x3tqzMw2U/UE/7YRcQ6wJiJmR8RHAPf2zcw2U/Xs3F2Tfj+ejuZZCExsXklmZtZM9QT/lyVtBZxAcVjnBOC4plZlZmZNU89RPZenm08DPh2zmdlmbrAXW5/XrELMzKw1+g1+Sf9deXK2vtnNLcfMzJptoB7/T4CrJZ2UrrkL/raumdlmr9/gj4hfAntS7MydK+mzwBJJxw9wVS4zMxviNrZzdzWwHHgRxZW41jW9IjMza6qBrrn7Vorr6v4O2DMiVrSsKjMza5qBevwnAf8WEXe3qhgzGyYWLoSurvXnPfkknHFGcXvGDHj1q1tflwEDX3N3/1YWYmbDyNy5cMIJMHIkSDBiRBH8n/88rFkDp53m4C/RoI7jbxRJW0u6RNKfJC2Q9IYy6jCzJjnssCLcR48ugn7dOoiAUaPgXe+Ck04qu8KslRL8wHeBqyLiFcBrKc7+aWbDyRe/CB/9KGy5ZTEtwRvfCBdeWHwCsNK0vPXTeX8OAM4BiIjVEbG01XWYWZNJ8J3vwDveUfT0t9wSLrusuG2lUkS0doPSHsBZwD0Uvf0e4JiIWF613ExgJkB7e/teXdU7ijZRb28vbW1tDVnXcOZ2qo/bqU6LF9M7ejRt48eXXcmQ18jX1PTp03sioqN6fhnB3wHcDOwbEbdI+i7wTER8qb/HdHR0xNy5cxuy/e7ubjo7OxuyruHM7VQft1P93Fb1aWQ7SaoZ/GUMtD0GPBYRt6TpSyi+IWxmZi3Q8uCPiCeARyXtmma9mWLYx2yz0ru6l2Wrl5VdhtmglbVr/d+BCyTdCewBfKWkOsw2ybNrn2XGz2dw3+L7+Mp1fvna5qWU4I+I2yOiIyJeExGHR8Tfy6jDbFOsXbeWw7sO544n7gDg9OtO50c9Pyq5KrP6+WBas0GICI781ZHMeXgOK9euBGDFmhUcd9VxXHz3xSVXZ1YfB7/ZIHzp2i9x8d0Xs2Lt+ucsXLl2Je+79H3c8tgt/TzSbOio52LrZpZM22kaK9cUPf15jxdXIj1+n39cnmLKhCml1GU2GA5+s0GYsfMMZuw8A4DL7r2M++bdx7ff8u2SqzIbHA/1mJllxsFvZpYZB7+ZWWYc/GZmmXHwm5llxsFvZpYZB7+ZWWYc/GZmmXHwm5llxsFvtokklV2C2SbxKRvMNtFBOx/EugfXlV2G2aC5x2+2iUZvMZoJL5pQdhlmg+bgNzPLjIPfzCwzDn4zs8w4+M3MMuPgNzPLjIPfzCwzDn4zs8w4+M3MMuPgNzPLjIPfzCwzDn4zs8w4+M3MMuPgNzPLjIPfzCwzDn4zs8yUFvyStpD0R0mXl1WDmVmOyuzxHwMsKHH7ZmZZKiX4Je0IHAKcXcb2zcxypoho/UalS4CvAuOBz0bEoTWWmQnMBGhvb9+rq6urIdvu7e2lra2tIesaztxO9XE71c9tVZ9GttP06dN7IqKjen7LL7Yu6VBgUUT0SOrsb7mIOAs4C6CjoyM6O/tddFC6u7tp1LqGM7dTfdxO9XNb1acV7VTGUM++wGGSHgK6gDdJOr+EOszMstTy4I+IL0TEjhExFXgPcE1EfKDVdZiZ5crH8ZuZZablY/yVIqIb6C6zBjOz3LjHb2aWGQe/mVlmHPxmZplx8JuZZcbBb2aWGQe/mVlmHPxmZplx8JuZZcbBb2aWGQe/mVlmHPxmZplx8JuZZcbBb2aWGQe/bejRR6G3t+wqzKxJHPy2oaOPhnvvLbsKM2sSB79taPnysiswsyZy8JuZZcbBb2aWGQe/mVlmSr3mbqv9/v7fs27turLLMDMrVTY9/ovmX8ThFx/OvU/dyz1P3lN2OWZmpcmix3/ln6/k6N8ezaq1q3gunmP/n+xPz8wepm49tezSho4zz4QFC4rbN94I//qv8MlPFtNjx8K3vgUjsuknmA1rwz74b3jkBt71y3excu3K5+ctXbWUfc/dl3kz59He1l5idUPIpZfCdddBxD/m/fCHxe9Jk+Dkk2Grrcqpzcwaalh34ZasXMJB5x/Es2ufZfQWo9lCWyDEyBEjeaL3CQ6+4OCySxw6rrgCXvUqGDVq/flbbQU33ODQNxtGhnWPf5sx23DGQWewau0qAI79/bEEwTcO/AYAO0/cuczyhpa2Nujuho6O4pQNlfNe/vIyKzOzBhvWwS+Jj3d8/PnpY39/LG2j2/j4Ph8f4FEZ23bbone/554gwZVXwh57lF2VmTXYsB7qsU0weTL09MBuu8F++5VdjZk1gYPfNrTDDjBmTNlVmFmTOPjNzDLj4Dczy4yD38wsMy0PfklTJF0r6R5Jd0s6ptU1mJnlrIzDOdcCJ0TEPEnjgR5JsyLCJ9AxM2uBlvf4I+LxiJiXbi8DFgA7tGr7o0aM2vhCZmbDmKLy3Cyt3rg0FZgD7B4Rz1TdNxOYCdDe3r5XV1fXC97es2ufZfXK1YwfP/4Fr2u46+3tpa2trewyhjy3U/3cVvVpZDtNnz69JyI6queXFvyS2oDZwOkR8auBlu3o6Ii5c+c2ZLvd3d10dnY2ZF3DmdupPm6n+rmt6tPIdpJUM/hLOapH0ijgUuCCjYW+mZk1VhlH9Qg4B1gQEWe0evtmZrkro8e/L3Ak8CZJt6eft5VQh5lZllp+OGdEXA+o1ds1M7OCv7lrZpYZB7+ZWWYc/GZmmXHwm5llptRv7tZL0pPAww1a3STgqQatazhzO9XH7VQ/t1V9GtlOO0XEdtUzN4vgbyRJc2t9k83W53aqj9upfm6r+rSinTzUY2aWGQe/mVlmcgz+s8ouYDPhdqqP26l+bqv6NL2dshvjNzPLXY49fjOzrDn4zcwyk03wSzpX0iJJ88uuZSiTNEXStZLukXS3pGPKrmkokjRG0q2S7kjtdGrZNQ1lkraQ9EdJl5ddy1Al6SFJd6UzFjfmylP9bSuXMX5JBwC9wM8iYvey6xmqJG0PbB8R8ySNB3qAwyPinpJLG1LSdSXGRURvurDQ9cAxEXFzyaUNSZKOBzqACRFxaNn1DEWSHgI6IqLpX3LLpscfEXOAJWXXMdRFxOMRMS/dXgYsAHYot6qhJwq9aXJU+smjFzVIknYEDgHOLrsWK2QT/DZ4kqYCrwNuKbmUISkNX9wOLAJmRYTbqbbvACcC60quY6gL4GpJPZJmNnNDDn6rSVIbxXWRj42IZ8quZyiKiOciYg9gR2BvSR5CrCLpUGBRRPSUXctmYL+I2BM4GPh0Gp5uCge/bSCNWV8KXBARvyq7nqEuIpYC1wJvLbmUoWhf4LA0ft1FccnV88staWiKiL+m34uAXwN7N2tbDn5bT9ppeQ6wICLOKLueoUrSdpK2TrfHAjOAP5Va1BAUEV+IiB0jYirwHuCaiPhAyWUNOZLGpYMpkDQOOAho2hGI2QS/pIuAm4BdJT0m6eiyaxqi9gWOpOiZ3Z5+3lZ2UUPQ9sC1ku4EbqMY4/ehirap2oHrJd0B3ApcERFXNWtj2RzOaWZmhWx6/GZmVnDwm5llxsFvZpYZB7+ZWWYc/GZmmXHwm/H8WUkflDQxTW+Tpqe+wPXe2JACzRrIh3OaJZJOBHaJiJmSfgQ8FBFfLbsus0Zzj9/sH/4vsI+kY4H9gG9VLyDpN+kkWnf3nUhL0k6S/ixpkqQRkq6TdFC6rzf93l7SnPSFuPmS9m/d0zJbn3v8ZhUkvQW4CjgoImbVuH9iRCxJp2m4DZgWEYslfRR4C8W3LneJiI+n5Xsjok3SCcCYiDhd0hbAlum012Yt5x6/2foOBh4H+jvT5mfS1+pvBqYALwOIiLOBCcAngM/WeNxtwFGSTgFe7dC3Mjn4zRJJe1CcbG0f4Li0w7fvfEWfkNQJHAi8ISJeC/wRGJMeuyXF6ZkB2qrXnS4EdADwV+A8SR9s8tMx69fIsgswGwrSWUn/H8X1Bx6R9E3ga+l8+33LvB34e0SskPQKijeIPl8HLgAeBn4MrHd5QUk7AY9FxI8lvQjYE/hZM5+TWX/c4zcrfAx4pGJc/wfAKyVNq1jmKmCkpAXA1yiGe0jLvB74ekRcAKyWdFTV+juBOyT9ETgC+G7TnonZRnjnrplZZtzjNzPLjIPfzCwzDn4zs8w4+M3MMuPgNzPLjIPfzCwzDn4zs8z8fwUpbk3J849SAAAAAElFTkSuQmCC\n", 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a5L/ySup1trldnHcx+7bZl6tevoqZC2du/gIkSRWSgZIkSeXIl1+mERDXXgtHHAGjRsEpp2RdlSq7geMHskOjHWi/VfusS8nUFltAjx5phcUvvoAxY9KopTZt4O6707/ZrbeGY45JjzfX6KUqoQr3H3c/i1cs5vIXL988X1SSVOEZKEmSVE58+il0756m2PznP2kkRNOmWVelym7h8oW8+eWb5XJ1t9IUAmy/PVx5Jbz8MsybBwMHwo9/DOPGwaWXptFLO+6YVmd8663SXTluu0bbcdOBN9FvdD+eGfNM6X0hSVKlYaAkSVI5MHQo7L9/+iP1vffgnHPSfSlrg74YxPKC5QZKP6BOndTj7K9/hfHjYezYNHW1aVP405/SqoyNG0OvXvDwwzBnTsnXcM1e19CtWTcuHXgpXy/5uuS/gCSpUjFQkiSpjBs0CA45JDUDfucd6NIl64qkQgPHD6RejXrs22bfrEspN0KA7bZLfZVefz31XurXD048Ed54A84+OwVNe+0Fv/sdfPQRlMTCzNWrVqfP8X2Ys2gO17xyzaY/oSSpUjNQkiSpDHvuOTj66DQ15p13oEOHrCuSCsUYGTh+IId1OIwaVWtkXU65Vb8+nHwyPPAATJ8Ow4al1RsLCuCGG1ID/lat4IIL4Nln4dtvN/5rdWvejZ/v83P+PeLfvPr5qyX3IiRJlU6IJfFxR8by8vJifn5+1mVIklSiHn4YzjsPdtst9V5p2DDriqQ1fTr7U3a6ZyfuO+4+frzrj7Mup0KaNQteegleeCH1YlqwAGrUSFNgjz02Nfju2HHDnnPpyqV0/WdXZi2aRbsG7UqlbkmqzKpXqc4HF3yQdRklIoQwPMaYt65j1TZ3MZIk6Yf9/e9w+eVw8MGp+fYWW2RdkfRdA8cPBOCojkdlXEnF1bRp6pl2zjmwYgW8+24Kl154ITX8vvJK2HbbwnBp331T4LQ+tarV4slTn+SWt25hecHyzfEyJKlSqValckQtjlCSJKkMiRFuvTVNc+nRA/r2hVq1sq5KWrcD/3Mg3yz9hhEXj8i6lEpp4sTCcGnwYFi+PIXPhx+eAqajjnIlSEnSplnfCCV7KEmSVEbECD/7WQqTzjorNek1TFJZNX/pfN6Z/I6ru2WoQ4c0kvGll2DevNRzrVcveP/9NF22WTPYYw/47W9h+HBYtSrriiVJFUnlGIdVwaxYkebTz5iRtunTC+/PmAGLFqUmjqu3lSvXfLz2tq7j1arBllumJpFFb9e1b13HttgiPYckqXgKCuCii6BPH7jsMvjLX6CKH/uoDHt14qsUxAIDpTKibl04/vi0xQgjR8J//5tGL910U2ry3axZmhZ3zDFw6KFOpZUkbRr/5C9Dli2DmTPXDIeKhkWr78+Z892lY0OAxo2hefP0y0HVqlCzZrqtVi3drmv7vmMrVqSmj/Pnp9vJkwsfz5+f/vD5IfXrpxVJWrcuvF37fr16pfO9lKTyZNky6N07jUj69a/TaIIQsq5KWr8Xx79Ig1oN6N6qe9alaC0hQNeuafv1r9Pvji+9lAKmfv1ScF29Ohx0UBrRdOKJ0KBBxkVLksodeyiVETNmQIsW391fpUr6NKl588KtRYvv3m/SJP1isDnECEuWFIZN67qdPx/mzoWpU2HKlLTNmvXd52rQYM2AaV3hU506m+d1SVIWFi1Ky4W//DLccQdcc03WFUk/LMZIiz+1YP+2+/PEKU9kXY42wIoV8N57aeTSM8/A55+nJt7HHANnnJFua9fOukpJUlnhKm/lQOPGcPPNhQHR6tvGjdOIobIkhBTy1KmTaiyu5cth2rTCgKlo2DRlCuTnp0/Q1ta6NWy/feG2ww7ptlkzP8GXVL59801qnPv++3D//XD++VlXJBXPiJkjmLlwJkd3dLpbeVO9OhxwQNpuuy39/vXYY2kBgGefTSPdTzwxhUuHHGILA0nS93OEksqUpUtT0LQ6bJo0CT77DMaOTdvChYXn1q+/ZtC0ettmmx9eLleSsjZ7NhxxBIwalf6YO+WUrCuSiu/Wt27l14N/zcxrZtK0nsuIVQQFBfDGG/D442la3Pz56YPN005L4dJee/lBniRVRusboWSgpHIjxtRHanW4VHSbOrXwvKpVU6hUNGTaeWfYccfUV0qC9H6aO7ewP9nXX6/ZoH5dzep/aB+kT3a/r3H96ts6dfylvLKbPBkOOywF588+m4IlqTzZ54F9WF6wnGEXDMu6FJWCZcvgxRdT2P388+kDv3bt4PTT07bTTllXKEnaXAyUVOF9++2aI5lWb599lqbaQRqy3aULdOtWuHXt6gonWYkx/cIKaURZSa1mtWoVfPXVmo3s19XcfubMwvfGpija2B5g8eIfvqZq1RQurStwatAgTSVdu5+YvcQqjnHjUpi0YEFqkLvvvllXJG2YuYvn0uSOJvx6v19z80E3Z12OStmCBfDccylcevXV9AHKjjumUUu9ekH79llXKEkqTQZKqrQKCmDiRBgxAj76KG0ffpimmqzWsSPsuuuaQVOTJpmVXC6sWpUCmXnz0i+aCxakUG/1/eI+XrGi8DmrVk3B0tpbzZrr3l90W7y4MDCaOTONGlrbVlt9t0dZ8+bQrHkBn4bH+XjRKxAiVUIaPRSq5G5zW5V17FvXKKO4ClashBXL0+tbviLdFufx8hUp5Fq+7LvPW6NmCpXq1oE6dde8XzfX06yqfS5KVZVQhUvyLmHPVntu9HOMGAGHH57uv/JKCrWl8ubxTx7njGfOYMj5Qzbp34PKn9mz4amn0rS4d99N+/baK41aOu00aOrsR0mqcAyUpCJiTMHD6oBp9fbFF4XntGhRGC6tDpvatt30aUqr4iqqhBIairMZzJ+fRlN89tmat+PH//BInDp1CkfhrJ4GtvbjLbZI39Plyzdtq1lz3asfrr7frBnUqrVmfaviKp4a9RQ3vXkTY78aS7N6zahTvWwMA4oxN5VuZbr931ZQeH9VwXevq1I1jZiqVg2qV4PqNaBG9XRb1pr7l0dzF8+lWpVqDL9wOG0btN3g66dMgd12S+/F116DbbcthSKlzeCsZ8/ipQkvMfOamVSt4g+XymrSpNTI+7HH4JNP0kjjgw9Oo5ZOOil9kCNJKv8MlKRi+PrrNUcyffQRjBmTRuMAbL11+mMwL6/wtk2b4odM5z13Hk+OepJuzbqxW/PdyGuRR16LPLZtuG2mv5AvX55Gca0dGo0bt+ZIripVoEOH9EfwdtulkV2NG687NKpXr+yuChNj5Llxz3Hj4Bv5ZPYndGnchZsPvJkTdzixXIV9S5YUNq8vumLi1KmpP8+ECemc1bbeet1N7Nu3L7v/rcqa8XPHk3dfHp227sQ7P3qHWtVq/fBFOUuXwv77p58pH3yQVquUyqOCVQU0u7MZR3Y8kodPfDjrclRGjBqVwqXHH4fPP0+jh488Mo1cOu44qFs36wolSRvLQEnaSIsXp0/dPvoIhg9P2yefFE6patgwBUtFQ6ZWrb4bMs1dPJfmdzanW/NuVK9SnY9mfsTiFWmIT93qddm1+a7ktcj7X9DUqWGnUgk3Vq6EN9+El15Kf9iOG5dGZhUUGe3SpElhaFT0tryvnhdj5MUJL3Lj4BsZPmM4nbbuxE0H3kTPLj0r5Cfsq1algGldTexnziw8r3p16NTpu0HTdtulcFBren7c8xzf93h+1PVH3H/8/YRiJMoxwvnnw7//Dc88k5bjlsqroVOH0r1Pdx476TFO3+n0rMtRGRMj5OenYOmJJ1Lfwjp1oEePFC4dcUT5/l1CkiojAyWpBC1dCh9/nMKl/Px0++mnhaFM48bfDZn6T7uby168lBEXjWCXZrtQsKqAsV+NJX96PsNnDCd/ej4fzfyIpSuXArBFjS2+EzJts/U2GxUyrVyZlgF+6qn0x+xXX6UpYtttV7gVDY4aNCi571VZEGPk9S9e58bBN/L+1Pdp36A9Nx5wI7137k21KpVzaM4336Qwce2gacKENftPtW69Zm+xbt3Svsq+Qt2Ng2/klrdu4d5j7+XC3S78wfPvvhsuvRR+/Wu45ZbNUKBUin4z+Df87u3fMfva2TSs0zDrclSGFRTA22+nkUtPPZX6LjZoACefnMKlAw90OrYklQcGSlIpW7IERo5cM2QaNapwuly1n+xJ7S2Wck2dkXTvDnvs8d3eAitXrWTMnDHkT8//X9A0YuYIlhWkDs31a9b/X7jUvVV3urfqTostWqyznpUrYfDg9Avcs8+mEKlu3TTs/LTT0jD02rVL8ztSNrz95dvcMPgG3vzyTVrVb8UN+9/AuV3PpUZVPx5dlxUr0vTHsWPTCLaPP06j88aNS586QxqVt3bI1KlT5fqjoGBVAcc+fiyDvhjEW+e+td6mxO+8AwcdlBpxP/98ya1mKGVl9/t2p0bVGrz7o3ezLkXlyIoVaYW4xx+H/v1h4cLU3/C001K4tOeeflghSWWVgZKUgcWLU0+mgR+M5db5O9B0xJ3Mfu7q//1hvv320L174daly3d72awoWMHoOaPXCJlGzhrJ8oK03n3r+q3/Fy7lNevO/LHdGPBMbZ59FubOTb2MjjsOTj218oRIkKZk3DD4Bl6d+CrN6jXj+n2v54LdLtignjcqtGhRYbi0evvkk9R/C9J0hl12WTNk2nHHNBKuopq3ZB55/8pjecFyPrzoQ5rU/e7SkNOmpVGK9eunvkkVbfSfKp9ZC2fR7M5m/O6g3/Gr/X+VdTkqpxYvhhdeSCOXXngBli1L/fx69kzh0k47GS5JUllioCRl6Fev/4rb3r2NqVdPpc6qZuTnw5AhhducOem8unVh990LA6Y990yf3q1t2cpljJg5giFTh/DelCG8+fkQZi2blA4WVKPKnK50rNmdo3fpzo+P6E7n5h2K1eelIvhoxkfc+MaN/Pez/9KoTiN+sc8vuGT3S8rM6m0VyYoVMHr0miHTiBHw7bfpeLVq0LlzClS6d0/LSnfuXLFGMn004yP2fmBvurfqzqtnvbrGFMply+CAA9JIxaFD02uXyruHRj7EOf3PYfiFw9m1+a5Zl6MKYP78NGLp8cfT6pcFBWnRgl690uZqmJKUPQMlKSOr4ira/bkdOzXdiRfOeOE7x2NMTbGLBkwffVTYx6Zt2zVHMXXrlqbMDBoETz6ZfgmbNw/qNp3JbscPpXG3IcypNYThM4axaMUiABrVaZRGMbVMI5l2b7k79WtWrG7Lo2aP4jdv/IanxzxNg1oN+NneP+PyPS5ni5pbZF1apbJqVZoyVzRkGjYsjZaDNGJujz1SuLT6Pd2oUbY1b6rVf2Bfu9e13H747UD6d33BBdCnDzz9dFo+W6oIevXrxZtfvsm0q6eVq1UxVT7MmZN+ZvbtC2+9lX6W7rprCpZ69kwr60qSNj8DJSkjg74YxCEPHULfk/vSc8eexbpmyZL0h/iQIWlkw5AhaRl4SCuj1K6dPtHbYgs4/vg0ne2II6BWkdlcK1etZNTsUQyZOoQh04YwdOpQxnw1BoBAoOPWHSvM9K9VcRWj54ymXo16XNX9Kq7a6yoa1GqQdVnKiTEtIT1kCLz/frodObKwiX3HjoUjmLp3h513/u7Uz7Lu0hcu5e78u3nylCc5tcup3HsvXHwxXH893Hpr1tVJJWPlqpU0vr0xJ25/Ig/0eCDrclTBTZuWPjjr2zdNGQbYe+80Je6UU9Y9gluSVDoMlKSMnNP/HJ4b+xwzrplB7eob38Bo+vTCcGnevNQX6fDD1wyRfsjXS75m2PRhDJk6hE9mf0LBqoKNrqes6dK4C1d2v9IVh8qJxYv539TP999P26xZ6VidOmllxKKjmMr6Hw7LC5Zz4H8O5ONZH3Nv3gecd2xnDj00NeGuSFP8VLm9M/kd9vv3fjx16lOc0vmUrMtRJTJxIjzxRAqXPv44jdQ+6KA0cumkk2DrrbOuUJIqNgMlKQMLly+k2R3NOGOnM/jXcf/KuhypzIoxjcJbPYLp/ffTKL0VK9Lx9u1TU/mjj4aDD06hU1kz/dvpdL1nV+bN2JLWL33Ah+9t+Z2VHKXy7PrXr+eP7/6RuT+fy5a1tsy6HFVSo0enYOnxx2HCBKhePY3S7tUrjdrewpnuklTiDJSkDDw88mHO7n82b5/3Nvu22TfrcqRyZenSFCq9/z68+Sa8/npaba5WrfTJ9NFHwzHHpLCpLFi2DHY76S1G5R3Mwa2O49UfP22PGVUoXf/ZlQa1GvDGuW9kXYpEjPDhhylceuIJmDIl/f/h2GNTv6Vjjqk8K9tKUmlbX6Dkb7tSKXlw5IN02KoD+7TeJ+tSpHKnVq007e3qq+G551Jj71degYsuSp9KX345dOiQVgO69loYPBiWL8+u3iuugFED9+fcFncwaHp/bnvntuyKkUrYtAXTGDlrJEd3OjrrUiQAQkiriN5+O0yaBO+8A+efn5p5n3oqNGkCvXunqcfLlmVdrSRVXAZKUimYMn8Kg74YxNk7n00IIetypHKvZk047DD485/hs8/S9uc/Q+vW8Le/palwjRqlZq0PPAAzZ26+2u67D+69F667Dh648Ap67diLXw/+Na9+/urmK0IqRS9OeBHAQEllUpUqsM8+8Pe/p2ber72Wmne/+GKaBtesWQqbXnmlcBVdSVLJcMqbVAr+8PYfuH7Q9Xz+08/psFWHrMuRKrSFC9OUuBdegIED0x8UkD69Xj01Li+vdBpkDxkCBxyQpuG98EL6GouWL6J7n+7M+HYG+Rfm065Bu5L/wtJmdNITJ5E/PZ8vr/zSD0lUbixfnsKlJ56AZ5+Fb7+Fxo3h5JNTz6V993XhBEkqDnsoSZtRjJHOd3emcZ3GvHXeW1mXI1UqMaZVgF54IW1DhsCqVYV/RJx5Zlp6ukoJjM+dMSOFVrVrw7Bha640NGHeBPL+lcc2W2/DO+e9s0mrPEpZWl6wnIZ/bMiZO53JP4/9Z9blSBtl6VJ46aXUc+n559Nqoy1apOlxvXrBnnumaXSSpO+yh5K0GeVPz2fsV2M5e5ezsy5FqnRCgF12geuvh3ffhdmz4dFH05S4Bx+E/fZLvZeuvx5Gjdr4r7N8efpDZP586N//u8tWd9y6I4+c9AgfzviQSwdeSkX48EaV0zuT32Hh8oVOd1O5VqsWnHBCCpRmz063e+wB//xn6tfXvj384hdpMQh/XEtS8RkoSSXswZEPUqtaLU7tfGrWpUiVXsOGcMYZ6Y+HWbPgoYdg++3htttgxx2ha9fU1HXq1A173iuvTIHVv/8NO+207nOO3fZYbtj/Bv494t/8a/i/NvWlSJkYOH4gNarW4OD2B2ddilQi6tZNK8E9+2z6/8KDD0KXLvCnP8Guu6b/R9x8c1oAQpK0fk55k0rQ8oLlNL+zOYdvcziPn/x41uVI+h6zZqW+Go8+Ch98kEY2HXBAmhJ3yinQoMH3X9unD/z4x/Dzn6dgan0KVhVw7OPH8vrE13nrvLfo3qp7ib4OqbR1/kdnWtZvyatn2WReFdvcufDMM/DYY/Dmm2mk0h57pA8levZMzb0lqTJyypu0mbzw2QvMWzKPs3d2uptUljVtCj/9KQwdCuPHw003wfTpcMEF6dhJJ8HTT6e+G0V98AFccklace73v//hr1O1SlUePelRWtVvxSlPnsKshbNK5fVIpWHSN5MY89UYju7odDdVfA0bpv8HDB4Mkyen0avLl6cRqS1bwhFHpFGuCxZkXakklR0GSlIJeujjh2hWrxmHbXNY1qVIKqaOHeHGG2Hs2NRc+5JL4P3300il1ctNDxqUmnCfdFL6w6Jv3+KvDrR17a15puczzF0yl15P92LlKtetVvnw4vgXAeyfpEqnVSu49trUU2nUKPjlL9OHD+eckz506NkTBgxIgZMkVWZOeZNKyFeLv6LFnS346Z4/5Y7D78i6HEmbYOXK9Cn1o4+mKRDffgvVqkH16ils2mWXDX/Oh0c+zNn9z2bnpjvToFaDEq9ZKmmfzf2MOtXrMOHyCQSXwFIlF2NaOfTRR9OU6a++gq22Sgs0nHkm7LtvyawgKkllzfqmvBkoSSXk7x/8nctfvJyPL/6YnZp+T5deSeXOkiVpmelnnkm9NI4/fuOf64737uCF8S+UXHFSKTtnl3M4t+u5WZchlSkrVsBrr6VwqX9/WLQIWreG009P4dJOO6XefJJUERgoSZvBHvftwYpVK/jooo+yLkWSJEmbwaJFafrbo4/Cyy+nEa5duqQPIE4/Hdq3z7pCSdo0NuWWStmYOWMYNn2YzbglSZIqkbp1U3D03/+mXnt3351WCv3Vr6BDB9hrL/jb39LqopJU0RgoSSXgoZEPUTVU5Yydzsi6FEmSJGWgUSP4yU/gnXdg0iS47bY0bfqnP4UWLeDww+E//4H587OuVJJKhoGStIkKVhXwyCePcGTHI2lar2nW5UiSJCljbdvCz38OI0akleKuvx4+/xzOOy+tFHfyydCvXwqcJKm8MlCSNtHgSYOZumAqZ+/idDdJkiStqXNnuOUWmDAhrRR38cXw7rtphbimTeHccwv7L0lSeWKgJG2ih0Y+xJY1t+T47TZh6SdJkiRVaCHAnnvCn/8M06bBq6+mUKl/fzjySGjZEi6/HN57DyrAukmSKoFiBUohhCNDCONCCBNCCNet43jNEMITueNDQwjtihz7ZW7/uBDCEbl9rUMIg0MIo0MIo0IIVxQ5v2sIYUgIYUQIIT+EsEcJvE6pVHy77FueHvM0Pbv0pFa1WlmXI0mSpHKgalU49FDo0wdmzoRnnoEDDoD774d99kkNva+7DkaONFySVHb9YKAUQqgK/AM4CugMnB5C6LzWaecDX8cYOwJ3Abflru0M9AK6AEcCd+eebyVwTYyxM9AduLTIc/4RuDnG2BW4MfdYKpOeGfMMi1cs5pyu52RdiiRJksqhWrXgxBPhySfTanAPPgjbbw933AFdu0KXLoVT5iSpLCnOCKU9gAkxxokxxuVAX6DHWuf0AB7M3e8HHBJCCLn9fWOMy2KMXwATgD1ijDNijB8CxBi/BcYALXPXR6B+7v6WwPSNe2lS6Xvo44fYZqtt2KvVXlmXIkmSpHKufn04+2x48UWYMQPuvhsaN4Ybb4ROnWD33eHOO2Hq1KwrlaTiBUotgSlFHk+lMPz5zjkxxpXAfKBhca7NTY/rBgzN7boSuD2EMAW4A/hlMWqUNrvJ8ycz+IvBnL3L2aT8VJIkSSoZjRvDT34Cb74JU6akEUsxwrXXQps2aYrcPffAnDlZVyqpssq0KXcIoR7wNHBljHFBbvdPgKtijK2Bq4A+33PthbkeS/lz/CmqDDzy8SNEImftfFbWpUiSJKkCa9UKrrkG8vNh3Di4+eYUJF1yCTRvDkcdBQ89BAsW/PBzSVJJKU6gNA1oXeRxq9y+dZ4TQqhGmqo2d33XhhCqk8KkR2OMzxQ55xxg9eOnSFPuviPG+K8YY16MMa9x48bFeBlSyYkx8uDIB9m/7f6036p91uVIkiSpkth2W7jhBhg1CkaMSCOWxoyBc86BJk3g5JOhXz9YsiTrSiVVdMUJlIYBnUII7UMINUhNtgesdc4AUhAEcAowKMYYc/t75VaBaw90Aj7I9VfqA4yJMf5preeaDhyQu38wMH5DX5RU2j6Y9gGfzf2Mc3axGbckSZI2vxBgl13g//4PvvgC3nsPLrwQ3n0XTj0VmjaFs86CgQNh+fKsq5VUEf1goJTriXQZ8DKpefaTMcZRIYTfhhCOz53WB2gYQpgAXA1cl7t2FPAkMBp4Cbg0xlgA7AOcBRwcQhiR247OPdcFwJ0hhJHA74ELS+i1SiXmoZEPUataLU7pfErWpUiSJKmSCwH22gv++leYNg1eew1OOw3++1845pg0Le7CC2HQICgoyLpaSRVFSAOJyre8vLyYn5+fdRmqJJatXEbzO5tzZMcjeezkx7IuR5IkSVqn5cvhlVegb1/o3x8WLYJmzdIIpl69oHt3qJJpV11JZV0IYXiMMW9dx/zxIW2gF8a/wNdLv3a6myRJksq0GjXg2GPhkUdg9mx46inYe2/4179gn32gfXv4xS/go4/SCnKStCEMlKQN9ODIB2lerzmHdjg061IkSZKkYqlTB045BZ5+OoVLDz0EO+4If/oT7LorbL89/OY3qcG3JBWHgZK0AeYsmsPA8QPpvXNvqlapmnU5kiRJ0garXz817H7hBZg5M41YatUKbrkFOndOzb7/8AeYODHrSiWVZQZK0gbo+2lfVq5aydm7nJ11KZIkSdIma9gQLrgAXn89NfT+y1+gbl24/nrYZhvYc0+46y6YOjXrSiWVNQZK0gZ4cOSDdGvWjR2b7Jh1KZIkSVKJat4cfvpTeO89+OIL+L//gxUr4OqroXVr2H9/+Mc/YNasrCuVVBYYKEnFNGr2KIbPGG4zbkmSJFV47dqlht0ffgjjxsFvfwtz58Jll0GLFnDooXD//TBvXtaVSsqKgZJUTA+NfIhqVapx+k6nZ12KJEmStNlsuy3ccAOMGgWffAK//CV8+WWaKte0KRxzDDz8MCxYkHWlkjYnAyWpGApWFfDIJ49wVMejaFK3SdblSJIkSZnYcUf43e/gs88gPx+uvBI+/RTOPhuaNIGTToInnoBFi7KuVFJpM1CSimHQF4OY/u10m3FLkiRJQAiw225w++2p39K778JFF8H770OvXilcOv106N8fli7NulpJpSHEGLOuYZPl5eXF/Pz8rMvYJEtXLuU/I/6TdRn6Hk+OepKPZn7EjGtmUKtarazLkSRJksqkggJ4+23o2xf69Ut9l+rXhxNOgJ49U++lGjWyrlJScYUQhscY89Z5zECpbJi7eC6Nbm+UdRlajyv3vJK7jrwr6zIkSZKkcmHFChg0KE2Be+YZmD8fttoqTYvr2RMOOgiqVcu6SknrY6BUDqyKq5i9aHbWZWg9mtZtSggh6zIkSZKkcmfZMnjllRQuPfccLFwIjRvDKaekcGnffaFq1ayrlLQ2AyVJkiRJUpmwZAm8+GIKl55/Pj1u3hxOPTWFS927QxW7/UplwvoCJf+ZSpIkSZI2m9q1C1eDmz0bHn8c9twT7r0X9tkH2rWDn/0srSJXAcY/SBWWgZIkSZIkKRP16qVV4Z59NoVLDz0EO+8Mf/4z7L47dOwI118Pn3ySdaWS1magJEmSJEnKXP36cNZZ8N//wqxZcP/9sM028Mc/ppApLw/uuQe++SbrSiWBgZIkSZIkqYzZems4//zUyHvGDPjLX9KqcZdckvotnX02vPmmU+KkLBkoSZIkSZLKrMaN4ac/hREjYNgwOOectFLcgQfCttvCH/4A06dnXaVU+RgoSZIkSZLKvBDStLd//jONWnrwQWjRIvVYatMGjj8+BU0rVmRdqVQ5GChJkiRJksqVOnUKp7199llaFW7YMDjhBGjdGn7xi7RfUukxUJIkSZIklVudOqVpb1OmpBFKe+4Jd94J220H+++fRjItWpR1lVLFY6AkSZIkSSr3qlUrnPY2ZUoKmWbOhHPPTY28L7oIhg61kbdUUgyUJEmSJEkVSvPmcN11MG5cmhZ34onw8MPQvTt06QJ//KONvKVNZaAkSZIkSaqQQiic9jZzJtx3H2y9deqx1Lo1HHMMPPUULFuWdaVS+WOgJEmSJEmq8OrXhx//GN55J41cuu46GDkSTjstjWi67DLIz3dKnFRcBkqSJEmSpEpl223h1lvhyy/h5ZfhyCPh/vth991h551TU+9Zs7KuUirbDJQkSZIkSZVS1apw+OHw2GNpStw//wl168K110LLlqnJ97PPwvLlWVcqlT0GSpIkSZKkSq9Bg7QS3JAhMHo0XHNNmgJ30kkpXLryShgxIuMipTLEQEmSJEmSpCJ22AFuuw0mT4YXXoCDDoJ77oFu3WCXXeBPf0ojmqTKzEBJkiRJkqR1qFYNjj4annwSpk+Hv/8datVKo5datkzH+vaFJUuyrlTa/AyUJEmSJEn6AQ0bwqWXwtChMGZMWiXu00/h9NOhWTO44AJ4+21XiVPlEWIFeLfn5eXF/Pz8rMvYNMu/gdcOyLoKrc/2V0GHc7OuQpIkSVIZsWoVvPEGPPQQ9OsHixZB+/Zw9tlw1lmwzTZZVyhtmhDC8Bhj3jqPGSiVESu+hffPzroKfZ9vPoXl86DHF1C9ftbVSJIkSSpjFi1KK8I9+CC8/noaqbTPPilcOu201PRbKm8MlKRNNTcfXt4ddv4d7PirrKuRJEmSVIZNnQqPPprCpTFjoGZN6NEjhUuHHw7Vq2ddoVQ86wuU7KEkFUfDPGh5HIy9E5bPz7oaSZIkSWVYq1bwi1/AqFEwbBhceGEatXTssenYlVfC8OH2W1L5ZqAkFddON8Hyr2HcX7KuRJIkSVI5EALk5cFf/5pWiXvuOdh3X7jnnrS/Sxf4/e/hyy+zrlTacAZKUnFtvSu0OgHG/ik1UZckSZKkYqpRA44/Hp5+GmbOhHvvhUaN4Fe/gnbt4IAD4L774Jtvsq5UKh4DJWlD7HQTrJgPY/+cdSWSJEmSyqmttkrT4N56CyZOhN/9DmbNSvuaNYNTTkmjmZYvz7pS6fsZKEkbYqtdoPVJMO6uNP1NkiRJkjZB+/ZplNKYManf0kUXpaDphBOgeXO45BJ47z37LansMVCSNtRON8GKBTDmT1lXIkmSJKmCWN1v6S9/gWnTYOBAOOII+M9/YJ99oGNH+M1vYPz4rCuVEgMlaUM12AnanJqacy+bm3U1kiRJkiqY6tXhqKPgscfSVLj//Ac6dIBbboFtt4Xu3eHvf4c5c7KuVJWZgZK0MXb8DaxcCGPuzLoSSZIkSRXYFlvAOefAq6/ClClw++2wZAlcfnmaEnf00fDoo7BoUdaVqrIxUJI2RoMu0LYnfPY3WPpV1tVIkiRJqgRatoRrr4WRI+GTT+BnP4NRo6B3b2jSBM48M02VW7Ei60pVGRgoSRtrxxth5SIYe0fWlUiSJEmqZHbcEf7wB/jii9TE+6yz4MUX4ZhjUvB0+eUwZIjNvFV6DJSkjbXlDtD2dBj3N1g6O+tqJEmSJFVCVarAfvvBP/8JM2dC//5w4IFw//2w117QqRPceCOMG5d1papoDJSkTbHTjbBqKYy5PetKJEmSJFVyNWpAjx7w5JOpmfe//w3t28Ott8L226dV5O66C2bMyLpSVQQGStKmqL8dtD0TPvsHLJmVdTWSJEmSBED9+nDuuamZ99Sp8Kc/pf1XXw2tWsFhh6XAaf78TMtUOWagJG2qHW+AVcth9G1ZVyJJkiRJ39G8OVx1FeTnw9ix8KtfwcSJ8KMfQdOmcMop8MwzsHRp1pWqPClWoBRCODKEMC6EMCGEcN06jtcMITyROz40hNCuyLFf5vaPCyEckdvXOoQwOIQwOoQwKoRwRZHznwghjMhtk0IIIzb9ZUqlqH4naH8WTLgHljh2VJIkSVLZtd128NvfwoQJqWn3RRfB22/DySencOlHP4LXXoOCgqwrVVn3g4FSCKEq8A/gKKAzcHoIofNap50PfB1j7AjcBdyWu7Yz0AvoAhwJ3J17vpXANTHGzkB34NLVzxlj7Blj7Bpj7Ao8DTyzya9SKm1dfg2rVsCo/8u6EkmSJEn6QSHAnnvCX/4C06bBK6/ASSdBv35pOlyrVnDllfDBB64Up3UrzgilPYAJMcaJMcblQF+gx1rn9AAezN3vBxwSQgi5/X1jjMtijF8AE4A9YowzYowfAsQYvwXGAC2LPmHu+tOAxzfupUmb0RbbQIdzYcK9sHha1tVIkiRJUrFVq1bYU2nWrBQq7b033HNPCp1WrxQ3ZkzWlaosKU6g1BKYUuTxVNYKf4qeE2NcCcwHGhbn2tz0uG7A0LWecz9gVoxxfDFqlLLX5dcQC2C0o5QkSZIklU+1a6fpb08/ncKlBx4oXCmuc2fYdVe4447U6FuVW6ZNuUMI9UjT2q6MMS5Y6/DprGd0UgjhwhBCfgghf86cOaVZplQ89dpBh/Ngwr9g0ZQfPF2SJEmSyrIGDeC88wpXivvzn6F6dfjZz6BNGzjwQLj3Xpg7N+NClYniBErTgNZFHrfK7VvnOSGEasCWwNz1XRtCqE4Kkx6NMa7RJyn3HCcBT3xfUTHGf8UY82KMeY0bNy7Gy5A2gx1/BUQY/YesK5EkSZKkEtO8OVxxBQwdCuPHw803pxFMF18MzZrBscfCo4/CwoVZV6rNpTiB0jCgUwihfQihBqnJ9oC1zhkAnJO7fwowKMYYc/t75VaBaw90Aj7I9UfqA4yJMf5pHV/zUGBsjNFBdCpf6raFDufD5/fDoslZVyNJkiRJJa5jR7jhBhg9Gj78EK66Cj7+GHr3hiZNoGdP6N8fli3LulKVph8MlHI9kS4DXiY1z34yxjgqhPDbEMLxudP6AA1DCBOAq4HrcteOAp4ERgMvAZfGGAuAfYCzgINDCCNy29FFvmwvbMat8qrL9UCAUbdmXYkkSZIklZoQoFs3+OMfYdIkePvtNEVu8GA48URo2hR+9KM0ZW7lyqyrVUkLsQKs/5eXlxfz8/OzLkMqNOyytOLbceNTbyVJkiRJqiRWroTXX4fHH4dnn4UFC9LIpdNOg9NPh732SmGUyr4QwvAYY966jmXalFuqsLr8EkJVRylJkiRJqnSqVYMjjoD//Cf1WXr6adh/f7j/fthnn7Rq3HXXwciRUAHGuFRaBkpSaajTEjpeCBP/DQsnZl2NJEmSJGWiVi046SR46qkULj30EHTuDHfcAV27QpcucMstMGFC1pVqQznlTSoti6fD89tA29Oh+wNZV6P1mfUGTH/Bj0e0fiFAh/Ngy85ZVyJJklTuffUV9OuXpsW99Vbat9tuaUrcaadB69brv16bx/qmvBkoSaVp+FXw2d/g2LGwRcesq9Havv0cPvoZTH0WqtSAKtWzrkhlWcESaHkc7N8/60okSZIqlKlT4cknoW9fGDYs7dt3X+jVC049NfVfUjYMlKSsLJkJAzpAm1NhrwezrkarLZ+f+luN+3MKkrpcD9tdBdVqZ12ZyrIPr0kB8UmzoMZWWVcjSZJUIU2YAE88kcKlTz+FKlXgkENSuHTSSdCgQdYVVi425ZayUrsZdLoEJj0CCz7LuhqtKoDx98LznWDMHdCud1qJr8v1hkn6Ye3OhFUrYHK/rCuRJEmqsDp2hF/9Cj75JG2//CVMnAjnnw9Nm0KPHmma3KJFWVcqAyWptHX+OVSpBZ/eknUlldvM1+GlbjDsYqi/PRw5LPW2qt0868pUXmzVDepvB5MezboSSZKkSmHHHeF3v4Px49NUuMsug+HD4Ywz0jS4Xr2gf39YtizrSisnAyWptNVqAtteCl8+BvPHZl1N5bNgPLzZAwYdCiu+hX2fgkPfhK13y7oylTchQNszYfabsGhK1tVIkiRVGiFAXh7ceSdMnpyaeJ9zDrz+Opx4Yhq5dN558PLLsGJF1tVWHvZQkjaHpXNgQHuo3RIa7g61WxTZmhfeVquTdaUVx/Jv0qiwz/4GVWpCl1/B9ldC1VpZV6by7NvP4fmO0PW2NPpQkiRJmVm5EgYNSlPgnnkGFiyARo3g5JPT6KX99oOqVbOusnyzKbdUFkx6DD77ByyZnrZVy797TvUGUKcF1MqFTHXWDp1yW9Wam738cmPVSvj8Pvj4Rlg2F7b5Eez8u9TPSioJL+8FBYvh6JFZVyJJkqScpUvTCKW+fWHAAFi8GJo3h9NOS+HSnnumkU7aMAZKUlkTIyz/ujBcWjIdlsxY9/1V6xizWbslbLEN1OsAdTsU3q+3DdRsVHl/Us54FT68CuaPgiYHwK53wdbdsq5KFc24v8Pwy+HoT6DBjllXI0mSpLUsWgQvvJDCpYEDU4+ltm2hZ88ULnXtWnn/ZNpQBkpSeRVjGmWzdAYszgVMi6fAwom57fO0r6hq9QrDpXod1rxfty1UrZHNaylNC8bBh9fC9P9C3faw6x3Q6kT/L6HSsXQ2PNsCdvg5dP191tVIkiRpPebPh+eegyeegFdeSdPkOnVKwVKvXtC5c9YVlm0GSlJFtnIJLPqiMGT69vPCsGnRF1CwtPDcUAVqt4K6baBK9exqLkmxAOa8B1Vrw46/hu2ucEqgSt/go2HBaDh+Yvp3JUmSpDJv7tzUa+mJJ2DwYFi1CnbaKY1c6tkTOnbMusKyx0BJqqziKlgyM4VLRUc1LZ6ajlUUDXaGHW+A2k2zrkSVxRePwPtnwaFvQ5N9s65GkiRJG2jmTOjXL02Le/fdtC8vLwVLp50GbdpkW19ZYaAkSVJJWrEQnmkK7c+GPe7JuhpJkiRtgilT4MknU7i0OlrYe+8ULp16amruXVmtL1BynL4kSRuqej1o1QMmPwkF61ixUZIkSeVG69ZwzTUwbBhMmAC33goLF8IVV0DLlnDQQfDPf8KcOVlXWrYYKEmStDHanQnL58GMl7OuRJIkSSVkm23g+uth5EgYPRpuvDFNj/vJT9JIpcMPhz59YN68rCvNnoGSJEkbo/nhULMRTHo060okSZJUCnbYAW66KQVLI0fCL34Bn38OP/4xNGsGxx4LDz8MCxZkXWk2DJQkSdoYVapDm9Ng2gBY8W3W1UiSJKmUhAA775ymwk2YkKbGXXEFfPwxnH02NGkCJ52UVo9btCjrajcfAyVJkjZWuzOhYAlM7Z91JZIkSdoMQkirwd1+O0yalFaIu+giGDIEevVK4VLPnvBtJfi80UBJkqSN1WgvqNvOaW+SJEmVUJUqaTW4v/wlrRQ3eHAasTRlCtSrl3V1pa9a1gVIklRuhQDtzoDR/wdLZkHtpllXJEmSpAxUrQoHHpi2ysIRSpIkbYp2Z0JcBZOfyLoSSZIkabMxUJIkaVNs2Rm26uq0N0mSJFUqBkqSJG2qdmfC3A9gwfisK5EkSZI2CwMlSZI2VdvTgQBfPpZ1JZIkSdJmYaAkSdKmqtMSmh4Ikx6DGLOuRpIkSSp1BkqSJJWEdmfCt5/BvOFZVyJJkiSVOgMlSZJKQuuToUoNm3NLkiSpUjBQkiSpJNRoAC2OgS/7wqqCrKuRJEmSSpWBkiRJJaXdmbB0JswalHUlkiRJUqkyUJIkqaS0PAaqb+m0N0mSJFV4BkqSJJWUqrVSL6Upz8DKJVlXI0mSJJUaAyVJkkpSuzNh5bcw/b9ZVyJJkiSVGgMlSZJKUpMDoHYLp71JkiSpQjNQkiSpJFWpCm17wfSBsGxe1tVIkiRJpcJASZKkktbuTFi1Aqb0y7oSSZIkqVQYKEmSVNK26gb1t3famyRJkiosAyVJkkpaCGmU0uy3YNHkrKuRJEmSSpyBkiRJpaHdGen2y8ezrUOSJEkqBQZKkiSVhnodoNFeMOmxrCuRJEmSSpyBkiRJpaXdmfDNx/DNp1lXIkmSJJUoAyVJkkpLm1MhVLU5tyRJkiocAyVJkkpLrSbQ7PA07S2uyroaSZIkqcQYKEmSVJranQmLJ8Ocd7OuRJIkSSoxBkqSJJWmVj2gah2nvUmSJKlCMVCSJKk0Va8HrU6AyU9BwfKsq5EkSZJKhIGSJEmlrd2ZsHwezHg560okSZKkEmGgJElSaWt+GNRs5LQ3SZIkVRjFCpRCCEeGEMaFECaEEK5bx/GaIYQncseHhhDaFTn2y9z+cSGEI3L7WocQBocQRocQRoUQrljr+S4PIYzNHfvjJr5GSZKyVaU6tDkNpg2AFd9mXY0kSZK0yar90AkhhKrAP4DDgKnAsBDCgBjj6CKnnQ98HWPsGELoBdwG9AwhdAZ6AV2AFsBrIYRtgZXANTHGD0MIWwDDQwivxhhHhxAOAnoAu8QYl4UQmpTg65UkKRvtzoTxd8MXD0Prk7KuRiqemo2hStWsq5AkSWXQDwZKwB7AhBjjRIAQQl9S4FM0UOoB3JS73w/4ewgh5Pb3jTEuA74IIUwA9ogxvg/MAIgxfhtCGAO0zD3nT4D/y11DjHH2pr1ESZLKgEZ7Qb0OkH9p2qTyoO0ZsI9TNSVJ0ncVJ1BqCUwp8ngqsOf3nRNjXBlCmA80zO0fsta1LYtemJse1w0Ymtu1LbBfCOFWYClwbYxxWHFejCRJZVYIsN8z8NX7WVciFc/0gTClHyz/O9TYKutqJElSGVOcQKnUhBDqAU8DV8YYF+R2VwO2BroDuwNPhhA6xBjjWtdeCFwI0KZNm81XtCRJG2urXdImlQcNd4dpz8PkftDxgqyrkSRJZUxxmnJPA1oXedwqt2+d54QQqgFbAnPXd20IoTopTHo0xvhMkXOmAs/E5ANgFdBo7aJijP+KMebFGPMaN25cjJchSZKkYttqV6i/PUx6JOtKJElSGVScQGkY0CmE0D6EUIPUZHvAWucMAM7J3T8FGJQbUTQA6JVbBa490An4INdfqQ8wJsb4p7Weqz9wEECugXcN4KsNfmWSJEnaeCFAu94w+y1Y9GXW1UiSpDLmBwOlGONK4DLgZWAM8GSMcVQI4bchhONzp/UBGuaabl8NXJe7dhTwJKnZ9kvApTHGAmAf4Czg4BDCiNx2dO65HgA6hBA+BfoC56w93U2SJEmbQbsz0u2kx7KtQ5IklTmhImQ1eXl5MT8/P+syJEmSKp5X94Nlc+GYUWnUkiRJqjRCCMNjjHnrOlacKW+SJEmqrNr1hgVj4OsRWVciSZLKEAMlSZIkfb82p0KV6jbnliRJazBQkiRJ0veruTW0OCb1UVpVkHU1kiSpjDBQkiRJ0vq16w1LZ8KsQVlXIkmSyggDJUmSJK1fy2Og+pZOe5MkSf9joCRJkqT1q1or9VKa8gysXJR1NZIkqQwwUJIkSdIPa9cbVi6EqQOyrkSSJJUBBkqSJEn6YU32gzqtnfYmSZIAAyVJkiQVR6gC7c6EGS/D0tlZVyNJkjJmoCRJkqTiadcbYgF8+UTWlUiSpIwZKEmSJKl4GnSBrbo67U2SJBkoSZIkaQO06w1zP4AFn2VdiSRJypCBkiRJkoqv7elAgEmPZl2JJEnKkIGSJEmSiq9OC2h2SJr2FmPW1UiSpIwYKEmSJGnDtOsNCyfCV0OyrkSSJGXEQEmSJEkbpvWJULW2zbklSarEDJQkSZK0YarXh1Y9YPITULA862okSVIGDJQkSZK04dr1hmVzYcbLWVciSZIyYKAkSZKkDdf8cKjZyGlvkiRVUgZKkiRJ2nBVqkPbXjBtACyfn3U1kiRpMzNQkiRJ0sZpdyYULIUpz2RdiSRJ2swMlCRJkrRxGu4J9bZx2pskSZWQgZIkSZI2TgipOfeswbB4atbVSJKkzchASZIkSRuv3ZlAhEmPZ12JJEnajAyUJEmStPHqd0pT35z2JklSpWKgJEmSpE3Trjd88zF8/XHWlUiSpM3EQEmSJEmbpm1PCFVh0qNZVyJJkjYTAyVJkiRtmlqNofmRKVCKq7KuRpIkbQYGSpIkSdp07XrDkmkw+82sK5EkSZuBgZIkSZI2XavjoVo9+MLm3JIkVQYGSpIkSdp01epA65NhSj9YuSTraiRJUikzUJIkSVLJaN8bViyA6f/NuhJJklTKDJQkSZJUMpocBLWbO+1NkqRKwEBJkiRJJaNKVWh7BkwfCEu/yroaSZJUigyUJEmSVHLa94a4EqY8lXUlkiSpFBkoSZIkqeQ02AW27AKTHs26EkmSVIoMlCRJklRyQoB2vWHOu7BwYtbVSJKkUmKgJEmSpJLV7ox0O+mxbOuQJEmlxkBJkiRJJatuG2hyAEx6BGLMuhpJklQKDJQkSZJU8tr1hgXjYN7wrCuRJEmloFrWBUiSJKkCanMK5F8K4/4KnS7OupqKp05LqNs26yokSZWYgZIkSZJKXo0G0KoHTHo4bSp5zQ6Fjhel73OV6llXI0mqZAyUJEmSVDr2uBe2+XHWVVQ8McLcD+Dz++CdU6FWU+jwI+h4AdRrn3V1kqRKIsQK0CgxLy8v5ufnZ12GJEmStPmsKoAZL8GEe2H6Cyloan54GrXU8jio4mfHkqRNE0IYHmPMW9cx/y8jSZIklUdVqkLLY9K2aAp83gc+vx/ePglqN0+jw7b5cVp1T5KkEuYqb5IkSVJ5V7c17HwT9JgE+z8HDbrCp7+DAe3hjWNh6vNpRJMkSSXEEUqSJElSRVGlGrQ6Pm0LJ6URS5/3gbeOhzqtcqOWzk/3JUnaBPZQkiRJkiqyVStg2vMw/l6Y+QqEKtDiWGjbC6rVzbo6Sap4QhVoeWzWVZSITe6hFEI4EvgLUBW4P8b4f2sdrwk8BOwGzAV6xhgn5Y79EjgfKAB+GmN8OYTQOnd+UyAC/4ox/iV3/k3ABcCc3NNfH2McWOxXK0mSJKlQlerQ+qS0LZwIE+6DiQ/AtAFZVyZJFVOVGtBrWdZVlLofDJRCCFWBfwCHAVOBYSGEATHG0UVOOx/4OsbYMYTQC7gN6BlC6Az0AroALYDXQgjbAiuBa2KMH4YQtgCGhxBeLfKcd8UY7yipFylJkiQJqNcBuv4BdroZFoyGuCrriiSpAgpZF7BZFGeE0h7AhBjjRIAQQl+gB1A0UOoB3JS73w/4ewgh5Pb3jTEuA74IIUwA9ogxvg/MAIgxfhtCGAO0XOs5JUmSJJWGqjVgq65ZVyFJKseKs8pbS2BKkcdTc/vWeU6McSUwH2hYnGtDCO2AbsDQIrsvCyF8HEJ4IISwVTFqlCRJkiRJ0mZSnECp1IQQ6gFPA1fGGBfkdt8DbAN0JY1iuvN7rr0whJAfQsifM2fOuk6RJEmSJElSKShOoDQNaF3kcavcvnWeE0KoBmxJas79vdeGEKqTwqRHY4zPrD4hxjgrxlgQY1wF3EeacvcdMcZ/xRjzYox5jRs3LsbLkCRJkiRJUkkoTqA0DOgUQmgfQqhBarK99pIQA4BzcvdPAQbFGGNuf68QQs0QQnugE/BBrr9SH2BMjPFPRZ8ohNC8yMMTgU839EVJkiRJkiSp9PxgU+4Y48oQwmXAy0BV4IEY46gQwm+B/BjjAFI49HCu6fY8UuhE7rwnSc22VwKXxhgLQgj7AmcBn4QQRuS+1PUxxoHAH0MIXYEITAIuKrFXK0mSJEmSpE0W0kCi8i0vLy/m5+dnXYYkSZIkSVKFEUIYHmPMW9exTJtyS5IkSZIkqfwxUJIkSZIkSdIGMVCSJEmSJEnSBjFQkiRJkiRJ0gapEE25QwhzgC+zrkOlohHwVdZFSMXk+1Xlie9XlSe+X1We+H5VeeL7VT+kbYyx8boOVIhASRVXCCH/+zrKS2WN71eVJ75fVZ74flV54vtV5YnvV20Kp7xJkiRJkiRpgxgoSZIkSZIkaYMYKKms+1fWBUgbwPeryhPfrypPfL+qPPH9qvLE96s2mj2UJEmSJEmStEEcoSRJkiRJkqQNYqCkMieEUDWE8FEI4b+5x+1DCENDCBNCCE+EEGpkXaMEEEKYFEL4JIQwIoSQn9u3dQjh1RDC+NztVlnXKQGEEBqEEPqFEMaGEMaEEPby/aqyKISwXe7n6uptQQjhSt+vKqtCCFeFEEaFED4NITweQqjl768qq0IIV+Teq6NCCFfm9vnzVRvFQEll0RXAmCKPbwPuijF2BL4Gzs+kKmndDooxdi2y3Op1wOsxxk7A67nHUlnwF+ClGOP2wC6kn7O+X1XmxBjH5X6udgV2AxYDz+L7VWVQCKEl8FMgL8a4I1AV6IW/v6oMCiHsCFwA7EH6XeDYEEJH/PmqjWSgpDIlhNAKOAa4P/c4AAcD/XKnPAickElxUvH0IL1PwferyogQwpbA/kAfgBjj8hjjN/h+Vdl3CPB5jPFLfL+q7KoG1A4hVAPqADPw91eVTTsAQ2OMi2OMK4E3gZPw56s2koGSypo/Az8HVuUeNwS+yf3AA5gKtMygLmldIvBKCGF4COHC3L6mMcYZufszgabZlCatoT0wB/h3bkrx/SGEuvh+VdnXC3g8d9/3q8qcGOM04A5gMilImg8Mx99fVTZ9CuwXQmgYQqgDHA20xp+v2kgGSiozQgjHArNjjMOzrkUqpn1jjLsCRwGXhhD2L3owpmU0XUpTZUE1YFfgnhhjN2ARaw1n9/2qsibXc+Z44Km1j/l+VVmR6zXTgxTctwDqAkdmWpT0PWKMY0jTMV8BXgJGAAVrnePPVxWbgZLKkn2A40MIk4C+pKHCfwEa5IYQA7QCpmVTnrSm3KeSxBhnk/p77AHMCiE0B8jdzs6uQul/pgJTY4xDc4/7kQIm368qy44CPowxzso99v2qsuhQ4IsY45wY4wrgGdLvtP7+qjIpxtgnxrhbjHF/Un+vz/DnqzaSgZLKjBjjL2OMrWKM7UhD3AfFGM8EBgOn5E47B3guoxKl/wkh1A0hbLH6PnA4aRjxANL7FHy/qoyIMc4EpoQQtsvtOgQYje9XlW2nUzjdDXy/qmyaDHQPIdTJ9f5c/fPV319VJoUQmuRu25D6Jz2GP1+1kUIa0SaVLSGEA4FrY4zHhhA6kEYsbQ18BPSOMS7LsDyJ3Pvy2dzDasBjMcZbQwgNgSeBNsCXwGkxxnkZlSn9TwihK2nBgxrAROA80gdLvl9V5uSC+slAhxjj/Nw+f76qTAoh3Az0BFaSflf9Malnkr+/qswJIbxN6lO7Arg6xvi6P1+1sQyUJEmSJEmStEGc8iZJkiRJkqQNYqAkSZIkSZKkDWKgJEmSJEmSpA1ioCRJkiRJkqQNYqAkSZIkSZLKvRDCTSGEaSGEEbnt6HWcUyuE8EEIYWQIYVRupca1z/lrCGFhkcdtQgiDQwgfhRA+Xv28IYTqIYQHQwifhBDGhBB+WeSaI0MI40IIE0II1xXZ3z6EMDS3/4kQQo3c/pq5xxNyx9sVueaXuf3jQghHbOzX+IHv3YG579moEMKbP3Q+GChJkiRJkqRyJheA/Gcdh+6KMXbNbQPXcXwZcHCMcRegK3BkCKF7kefNA7Za65pfA0/GGLsBvYC7c/tPBWrGGHcCdgMuCiG0CyFUBf4BHAV0Bk4PIXTOXXNbrsaOwNfA+bn95wNf5/bflTuP3HW9gC7AkcDdIYSqG/k11imE0CD3mo6PMXbJva4fZKAkSZIkSZIqhZisHn1UPbdFgFxIczvw87UvA+rn7m8JTC+yv24IoRpQG1gOLAD2ACbEGCfGGJcDfYEeIYQAHAz0y13/IHBC7n6P3GNyxw/Jnd8D6BtjXBZj/AKYkHv+Df4aIYTGIYSnQwjDcts+uXPOAJ6JMU7OfY9mF+d7aaAkSZIkSZIqisty09IeCCGsPdIISMFRCGEEMBt4NcY4dPW1wIAY44y1LrkJ6B1CmAoMBC7P7e8HLAJmAJOBO2KM84CWwJQi10/N7WsIfBNjXLnWfopekzs+P3f+9z3XxnyNv5BGLu0OnAzcn9u/LbBVCOGNEMLwEMLZ6/i2fUe14pwkSZIkSZKUtRDCUKAmUA/YOhcMAfwCuAe4hTRy6BbgTuBHaz9HjLEA6Jqb6vVsCGFHYB5pqteB6/iypwP/iTHeGULYC3g4d80eQAHQgjRN7u0Qwmsl80pLxaFA5zSICYD6IYR6pGxoN+AQ0kir90MIQ2KMn63vyQyUJEmSJElSuRBj3BNSDyXg3Bjjues6L4RwH/DfH3iub0IIg0m9icYAHYEJucClTghhQq4P0fm5c4gxvh9CqAU0Ik0VeynGuAKYHUJ4F8gjjRxqXeRLtQKmAXOBBiGEarkRRKv3k7ttDUzNTaHbMnf+tO95Ljbia1QBuscYl671vZoKzI0xLgIWhRDeAnYB1hsoOeVNkiRJkiSVeyGE5kUengh8uo5zGudGJhFCqA0cBoyNMb4QY2wWY2wXY2wHLM6FSZCmsx2Su2YHoBYwJ7f/4Nz+ukB3YCwwDOiUW22tBqmp9oAYYwQGA6fknvcc4Lnc/QG5x+SOD8qdPwDolVsFrj3QCfhgI7/GKxRO1yOE0DV39zlg3xBCtRBCHWBPUsC2XgZKkiRJkiSpIvhjCOGTEMLHwEHAVQAhhBYhhNUrvjUHBufOGUbqobTekUzANcAFIYSRwOOkkVGRtMpavRDCqNxz/TvG+HFuZNBlwMukYObJGOOo3HP9Arg6hDCB1O+oT25/H6Bhbv/VwHUAueueBEYDLwGXxhgLNvJr/BTIy/WYGg1cnPsaY3LP/TEprLo/xvidMG5tIX0PJEmSJEmSpOJxhJIkSZIkSZI2iIGSJEmSJEmSNoiBkiRJkiRJkjaIgZIkSZIkSZI2iIGSJEmSJEmSNoiBkiRJkiRJkjaIgZIkSZIkSZI2iIGSJEmSJEmSNsj/A1vdJTF+aG4AAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { @@ -703,36 +843,24 @@ } ], "source": [ - "x = [1, 2, 3, 4, 5]\n", - "y = [2, 3, 5, 7, 11]\n", - "arrow_lengths = [0.5, -0.4, 0.6, -0.8, 0.7] # Positive for up, negative for down\n", - "\n", - "# Create scatter plot\n", - "# plt.scatter(x, y, color='blue')\n", - "\n", - "# Add arrows with different colors based on direction\n", - "for i in range(len(x)):\n", - " color = 'green' if arrow_lengths[i] > 0 else 'red'\n", - " plt.arrow(x[i], y[i], 0, arrow_lengths[i], head_width=0.1, head_length=0.2, fc=color, ec=color)\n", - "\n", - "plt.xlabel('X-axis')\n", - "plt.ylabel('Y-axis')\n", - "plt.title('Scatter Plot with Up and Down Arrows')\n", - "plt.grid(True)\n", - "plt.show()\n" + "view_range = (12020, 12080)\n", + "plt.figure(figsize=(20, 5))\n", + "plt.plot(blocks[view_range[0]: view_range[1]], calculated_fees[view_range[0]: view_range[1]], color='blue')\n", + "plt.plot(blocks[view_range[0]: view_range[1]], asset_fees[view_range[0]: view_range[1]], color='orange')\n", + "plt.plot(blocks[view_range[0]: view_range[1]], active_block_fees[view_range[0]: view_range[1]], color='green')" ] }, { "cell_type": "code", - "execution_count": 22, - "id": "ad4c27f0-b543-42ee-bdbb-0ab543f01866", + "execution_count": 65, + "id": "56fcf902-83d1-4fe2-b726-9cfbcc3ae1b6", "metadata": { "tags": [] }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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4w75K680DcCPOUIotOEOVPzpE2Q9w5j1JNyVWEnLX0YbSh5RhrS3AuTaX4fR4PQ8naXMoX+L00th/jrxLcCa4XoQzpO87Dj6kb7cbcXp6bHHH+BXOm3zcQ1IG4cxps8ld5lmcOYLAmRNmjXsYzLU4Q84O5lGgI87Eub/v1zZ/nMmi09znr40zzPtgrgcec99rD1Gih4i1diFwA8712Oxu+4YSxz6Kc9+txkmglXw9TuHAXkP7cL/ZPh24H6fH1Xqc5EK5/w+y1m7H6Ul2B04y5W5gqLW25BDL3a/vyP3eBN+Dc19PdV/3f9g7987+PsRp53icdudRIinmNs59vjHAC9ba0e7tr+L00hrtvt5TgW6HaNanONd3I869N3W//aX9fOz2BM58PvOA+Tjzaj1xkHIHUxH34QEq8jUHnsZJfqWbg6+m9grOpNZpONfuz/32X4wzt9ISnIntb3XHOB3nd+3LOO0ax95eNhfg9ODahDNR/cPW2n/c+z4D5uIM/xvN3qTgYVlrl+D8nljlbk9dDnG/lOFn83DKch+LiEg1YPadIqF6Mc6ysb9Za1sbY8KApdbaA/5JNsa8DUyz1n7kfj4GuNdae9AJQUVEpOYwxlic1Z9WeKDuRJw3dHHW2l1VXX95GWOexYn1UL2kjinGmD+A160z0fFxwf3/0WrAVz0wREREpCLUmJ5D7n/KVxtjzgEwjnbu3T/h9BrC3Z25KbDKA2GKiMgxwhjjBdwOfF1dE0PGmObGmLbuv4ldcYae/OjpuKpYCjDW00GIiIiI1GQ+hy/iGcaYr3ASPtHGmA0447eHA28ZYx7EWdHla5xutX8Bg4wxi3BWV7jL3e1bRESk3IwxwThD19ZSxpUzPSQUZ4hIXZx4X8RZSv24Ya19ztMxiIiIiNR01XpYmYiIiIiIiIiIVK4aM6xMREREREREREQqnpJDIiIiIiIiIiLHsWo551B0dLRNSkrydBgiIiIiIiIiIseMWbNmpVlrY/bfXi2TQ0lJScycOdPTYYiIiIiIiIiIHDOMMWsPtl3DykREREREREREjmNKDomIiIiIiIiIHMeUHBIREREREREROY4pOSQiIiIiIiIichxTckhERERERERE5Dim5JCIiIiIiIiIyHFMySERERERERERkeOYkkMiIiIiIiIiIscxJYdERERERERERI5jSg6JiAjW5aIgN4uigjxPhyJS5Qpys5jz9StMeel2XMVFng5HREREpMr5eDoAERGpejtzd5Iy9WsiP/2WWhNmkrgxi/A8cAFL/vqS5oMu8HSIIpVi1dRRbPzjG4q3bmZKkyBS4nLo8elYHvm7EICUqRNJ/na6h6MUERERqVpKDomIHIceH/84Y356mbkfw8YIb+b2bU5RkD+zt87lzd8vZFK9xmz5bwLNTrmEoPBoT4crckSKXEVMWjeJJWlLiHz9A7qMmkPDbYU0dO//67Qg0k5pzpKrhjF6YDiD7n2P5JEzWJu2krDgKML8w/D28vZoG0RERESqgpJDIiLHgblb5vLNwm94csCTGGPYnrud5bE+ZKauJT66LvHucmc8HcbAuZnUadmVOkC+9x1sCzRsCbYUff8dHXud5clm1GhpOWn8svQXruhwhadDqZFWTvqNDSM/gNWrCdi4lReuask7l4wkKjDqgLKu4iLGn9MN/1n/cfVplmXR8P48sPgx7vT2BJ9+Ns1OvZyno+vydInjxk2cSr/f5jPsgcb8Vxfu7HEnzw96vuoaKSIiIuIhxlp76ALG1AM+BWIBC7xrrX11vzLDgXsAA2QC11lr55bY7w3MBDZaa4ceLqjOnTvbmTNnlrMpIiJSmttOD+CqyfnUX5dBcGAYv53cBJ8t2xg8O2Ofcht3beTdT26m/5x0/JauICgtg+2xYbwSv57E4dfzxilveKgFNd/JX5zMukmjeP3sD0kecPkB+wvzcsjJSCM8NtED0VV/CxqG0Hp1Njm+sCYcTroYPr85hX5J/faU+ei/j2jwvxdpnbKI6GxLoRf8/vxVNL/kdmJsELViDn1tC3KzmPzgZUzoGU/i4/9H163eZD32P7IX/AebNtLny0l4+/pVdlNFREREKo0xZpa1tvMB28uQHKoD1LHWzjbGhAKzgDOstYtKlOkJLLbW7jTGDAEesdZ2K7H/dqAzEKbkkIhI5dqybDZb504mc9kCJvZMoFNiN6ZffTIP/FvE6OHdiZq3nM7zt7OgQTCtV2WV6ZzmUcPZLc9m5DkjKzn6Y9cL17fnzrecz01SQwwxWZbPzm3GB0PiWJ2+mrW3raPAG7LXriAyvpGHo61+Vtf2Y2ftUDrMS2Xm5ln0fasrr8RdRrN5G0l+728aPR7DquJU7CNO+UIv2LHkP2KbtD+i+ib1SaLXxLV7nm8MhZypE2jSsvfRN0ZERETEQ0pLDh12WJm1djOw2f040xizGIgHFpUoM7nEIVOBhBIVJwCnAE8Ctx9pA0RE5NByMtKYfs1Qkr+ZRpx72xl3wfYg2OSeX3fQF1PZEOnN5F6J+F1xVZnPPervWAY/8h2TeyYSeP0tdBh+R8U34BjXxaseMJfFiYHkB/oRszSDyEVryB8USa96vVgWu4mmW4vYkrpByaH9ZBVkMbluEf4dGtPRy4uodankPgnw8Z4ypyzIJ/Kah0jNvIG8FUuIqt+c2MjaR1xn/Tc+Z+IvnxLarC3ro3w4dcJ1XLLsPT5RckhERESOQeWac8gYkwR0AKYdotiVwKgSz18B7gZCyxmbiIiUUfLHyfzvsXEMXO08n/HuI0S26MAf9aLZdmIv6rg7COVl7iQhJGJvBr+MIs69BCY9T8/J62HyndgLbsN4eVVoG451tshZIj1p/gYCw6JwFRcx1NuH3d1pJy4KoelD72FdLs8FWQ2lbVxB/x9PZ8Ewy9MDhwGQ0LY3U7vUIT82mnoPPEvOto28cOL5+AWGOAe1P/Kk0G4JbXuT0NZJBDXI30XTn65j8P8+ZdGt3xGaWcCaG4bT57GPj7oeERERkeqgzMkhY0wI8D1wq7V2Vyll+uMkh3q7nw8FtllrZxljkg9z/quBqwESEzXfgohIeUzfOJ13u/kQMGIESaddQpfWPfbsW/x/nzHurefx6zeQHiERR3T+7jc/R+rQS1g7rD+d56VRkJuFf3BYqeU3zJvEyg9foPFND7PcO52+9fviZSo3mWRdLjK2rGXLgqnsXDSb/OWLMBs3Ya+4nPaDLiEiIKJS6z+sImepdB//QAC8vPf9E2yMcR4cZrj3sWJH7g5C/ELw8953Dp+igjxWTf6dtGkpFMyeTtvfZnBHc4P3h59yQZsLAPAPDqP79E1VFmuYfxh/XvQnO8ZeCORRb0cRayZPPuxxIiIiIjVFmZJDxhhfnMTQF9baH0op0xZ4Hxhird3u3twLOM0YczIQAIQZYz631l60//HW2neBd8GZc6jcLREROY6duMJFxwHD6XXVWwfsazH4IloMPuDXbrnFNGzN6Dsu483vX+DFolz8cZJDubt2sGn+ZFaEFbEqbzM+//zLVfd/RwKw+IufGHg9eFmYf8VMmid1Ytuq+bhqRbFj7lTqNGpfriFUxYUF7Ny4ktQls0hfMpf0UT9wUftV+MTU5p2Pd3DGwiIiSpR/rC88MeMWziyYzNdnf33EbS8uLCDHlU+of9k6wVqXi+3rlrJ+x2qW+2exbvMSbv9gDECpExoXhAWzIAZCfI/9hUSfmfgM9/99H1fltuDC5QEErN/MlsZxfHRGffq/8jO3TIOm7rLzGofS/q7HaN/uYo/G3KDbSTRY4Px7szHS57hJ4omIiMjx4bD/gRrno8wPcCacfqmUMonAD8DF1tplu7dba+8D7nOXSQbuPFhiSEREjs4XX+YzM3MBlH0aoSOS3aoJf86Fsy7sTb1lW4lJzSY2w0Uj4NyrYXZduGa2NyfV8iFxexEt0mD2O9BuK/C4M+/digR4YCB89BNEZkDKZcm0euh1Yhq0KrXe/KJ8fr51CEPfHUt0IUS7t7uAEf6BrO7cj8xBO0jp64dfo2ZEtupEXJsedMpewi8nD2XwE99QmPshvgFBh21jXnYGG2alkDprPPlzZxEyewFJK7eTdAv8e8M0usZ33ae8y7pYu2056994Cv9Ro6m1YSd1tucTXQjfdYLrTgXfIrg8yLBgQGv6eXkftN6NyR0ZsBOWxdc5/Auxn+yd29i8cCp5O7axqLZhYe46cvIyeXLQMwf0zKkOmr/+Nb/MhkErF+PjAi+AWVs4p8kcVnaE/ttD8fm/10nsNoi2UXGHO12Ve3ZoBHWaNaKPpwMRERERqSBl+XiyF3AxMN8YM8e97X4gEcBa+zbwEFALeNPdLb7oYLNfi4hI5TAWDKbS60kMTyQuCwaPWsHSekGsbJ/E0sR4fJo25/VTTychqS11Quvg4+XDlmWz8fb1p239FqRcMYDkT8YBsCIKNrVrwMqFu0iauZ3kj1Pg49asXDaNunWbsXFWCmlzJpG3bBH+M+dQa/12TrzEsi46nwuGeXNN/On41UsivHk74jsm8+zupd/POTDeU2jE+EbNYeUSJl3Ul37fTj/oXEmrpo5i1o6FjCpcRN7nH/Pld5bG7n3L6/ozo1koTXZkMuXjJ8hZm4f36rUEbU7DOyubrle6KCwu5NevYcAaWNIkko1dm2OTkmjRrRuz+w+mYWRDwh8Pp98BNe+1+/WzHLxHSn72LtZM/ZMZWcuYF7SLqDGTOe3r/6idlkt09t54r70cdgTCyJEw6yE/etz4zGFf16pgrWVn3k42bV5O3KptROyASS/fRvMTL2Dpq/+j1t+TWH7LHEIDw4kMjKrWc1r90imEfkmxng5DREREpMIcdil7T9BS9iIi5ZPjZ5h+emeSR86o9Lq27FxPmFcgQeHRhy9cwubFM1g58h263f1/e3rwpK5awJozB1B3VSrtroXuG+C3r/YeszPQsKJJLX6+61RatjuBgQ0GEhtSvjflC379gNanjQDgv1m/k1UrFPvF57gWLcR33QYi1qfRak02X7aGi842JHs15FGvgUS27UrDvqcTFB7N2i1L+efk5lz5n3PO1GBDanQgO+Jr8fPD59EwsiFdotrQIbFrqcPGDuffd+8j4PFniP1lDJtr+ZGy8A+Sn/2G0M1pRG/LJi6jGG8LVw+Fj7r60Jl43vh6F9l1YyiuXw/fhk3wq12Hoi6diCGIxu0HkHJZMp1f/IoQD/W+mTvyddI/f5+4WUt5vavl9Xb5XDAPvvwBltQLpPm6HI/EdbQG3xNPywZdeenaHz0dioiIiFQw63Ix7pqTSLrqbpK6nujpcCpcaUvZKzkkInIMyPU1TBvWheRvp3s6lCPy6huXMLF2Lt1tAt2W5xLRtgt12/clMr5RhfQgmfTUdfR64G3q3QYbwuHHr+DUZbAl3Ju02sHsbNuU2GvvpEG/0wnwCTjoOf778iVscRHx3QcR26T9Uce0v8nP3kTPe19n5aTfaJtyLvl5Oaz7Py/SYoLJrFuLwnrxeDdqQu0zhtOk/YBDTvCdk5FGUEQMAIsTA2mxtmqTMJsXz2DdJafRbeYWAFJDDN/dPoSsQcmccdrdNNkBs1tG0nHhjiqNq6Ksi/ZlXet69E5Z5elQRESkhtq+bikhteoccoEP8Ywtq+YR16gdNw+GizbHkBdfm76/L/B0WBWmtOTQsT/rpYjI8cJU/rCyynLLDZ9ySyWev/WV9zFm1TLuO/9MGkQ2pNGltSmKaUJ8cBjxZTxHhwtvr8QIAS/n9dswZzwPjsqBESOom/4edY/gVEHh0Ux8/Cq6PvIe9TbnklOYQ5DvvvMtFbuKueKXKxjWfBgN1mXSKvkcfPwOnhgrr0Vfv8bAmVuY3TKSwJdeo/mJF3CdO8m3+o+2zJg3lXr9Tq2QujzBAqYafrgmIiI1R636zZnZphad56V5OhTZz/p/fyIOyPGFrnNTYW4qW5fPqZQPB6uT6jugX0REyuyMi32ZMaSdp8OotsJjExn4/hiu73oDQ5oMoWlSp2r4SZ17zqGFC7hvIpwa1f2oztb7wXd59evb6HQNXH9OMCk3n07qqr2fem1YPosPz/yUv+8YRruTLmHKyW337NuVv4sZG2eQU1i+HkfW5WLF+J95LmEN5hFoOXcTLU4avk/vrwbdTqLLVQ8T17TjUbXPowxarUxERI5arfXbWZK2xNNhyH6i/vckAI88MYEpL98JwLJPX/ZkSFVCySERkWNASkPD9oQoT4chR8Hs7vm12RmKFdmg5VGf86qhD3HuQvj4Z0h+7RdiGrUBY5j18dP4FDpzGMVHNwSgz5jlTOsUx/L4APrfGkHvt7tyz0VxFBXklbm+KS/fQeN+ZxAzagLRQdGlDtGr6awxlDJvuIiISJnke8M3reC1iQddEFw8oLC4kM9GPUujLQWsjPUjvnVP2l9xHwA5G9d4NrgqoOSQiMgxYNiCYuJWp3o6DDkK+ZGhzI2FhilzAIhu0OqozxkREMH9P21nxYSfGXd6exYlBrE6Am4Zfz/LrzgdgH5NTyTligG4gFqb0tlZO5zhrS7g1VHw2reZTHnq+jLXF/XqOwDcdP3HLLju2Bmbvz8NKxMRkaNlgHsnwRvD3mPhbx95Opzj3txvX2Nmkh/1rrsXgPSnH8Z4eREYFsXwz89k8dXDPBxh5dOE1CIix4ACH8Pkc3uQ/OVkT4ciR+izuZ+RfvUl3DQdNkR6k7CjqFLq6f5+d2asn0bxY87zqf93N91vevaAcuv+SyGxY38AFvzyPq1PvfKg55u/dT7fjXuLwS//Qo+pG1kb7UP91MJKib26uObaeGITmvPYg2M8HYqIiNRQhd4GX5fzeFLv+vSasMaj8RzvdgZ5EZlr+akZXDk8mPV3byHIP8TTYVUKTUgtInIMM9Uvzy/llBieyKWDYXGf5jx522+VVs+P5/1IoauQSYHPUpyZQZdL7zl4PB2SGX/3+fR97mtanzaCFRNiaNz7NACKCwtY8tcXpE34i4sLviHTHy5f6cus1lGYu++lfqVFXz2Max1Ku7hoT4chIiI1WMBDhvt638fwy1/GNyvX0+F43KLfP2HdillMbx/NlqwtjOg4go51qmZ+wl2pG4jMtUzqU5/Tx63mjBq8yMvRUHJIROQYYKBGr1Ym0C+pH7seyCTEr3I/paoTWgeAxHvfOGzZvs9+xShTyJa/vmfRhzdwzk1XEbk1g3qp+bRyd2zqMdyfNlc/SNIzD5JUiXFXJ23X5pGQn+7pMEREpAazgDFe5Af54Zub7+lwPGrH+uW0HHoZUcEw5C64chakL3iLlD598dq8lQbPvUu99n0rvF5rLfO2zuPjj27hZaCoW5e9c0Aeh5QcEhE5BhjnPwxPhyFHqbITQ0ei3+OfEhM2ClfOBgbMDoK4cDZ1icOrfUfqDDyDr3ufus9qZMeDpz/fzLakIrjD05GIiEhN9eavllCf5SxtFE5q6jqiM9ZTL7yep8PyiPQNy4kCFl0yhJz7v2dBl/p0WZ0Kq8cDMOOUfqyePI6+9Q9MEBUXFuAqLsI3IKjc9b405SXu/PtOQvPgmjq+NLr41qNsSc2m5JCIyDHCKjcklSDIN4ilNy7FYIh/It7T4VQLFq1WJiIiR25X6gaunQUprTbz752X8vj4x2m5Y/lxmxzasXg2DYHQ9l0J9A2k1bhFLJzwK7VbdiGtT0d+al7I1If68eDWZrR992dqJTbbc2xqdCBxu1yMO6MDnT74g5CouDLVWVxYwK2976R3fR+Cps6m+dNtKql1Ncfx9VGfiMgxqueVMHNoJ0+HIceohLAE4sOUGNrNScQqOyQiIkdm7oUDAYieMIuhUd0ZPhe8N23xcFSek/XHTwCEJDYGICg8mlZDLyemYWuarsthzfUX0GEz9P9rKWtO7knKiBP49cLOnPDpCeR4ObN69/vpP9Z0blzmOmd/8gzeFvKbN6FNrBJDoOSQiMgxYUaCIbN2uKfDEDl+KDckIiJHaG7nBADW9G5N0LrNfP4j8N13ng3Kg+aE5TA2CRr1O+OAfd7ePnxx1pc8+WMGAJ0W7iD5gzE0/ncO27K38fCHFzF58WgAWq/OZsGqaWWqM+b+JwCIvePhCmnDsUDDykREjgGXz7bUidsM/T0dichxwICxyg6JiMiR8T3rXJJy/2Xyo9/htXUbAGbhIg9H5Tnf9Y7it+SB/BNY+tyL/sFhrJs9luKCfGo37UCLyNrMK7F/0qSvOem38yn6sDvzBv1I6uS/McaLnve8dtDz1dlRyPxGIbQ54bwKbk3NpeSQiMgx4INfYGzEMrjG05GIHPuePi+eyFoJdPd0ICIiUiMFL19D37UQgA9RTTuS7w2uWpGeDssjdm5cSfGuDEJiDt/+xA7Jpe7r1fM8us//P856fzJNnxxGU/f2iX/+Qe+xK/cpm52dzowEyDnnJDSgbC8NKxMRqeGsyxlrfTwvvSlSlWY3DWVFowhPhyEiIjVUwsR5fPoT+Bc7/7vl+YDJO36Ws5/3/ZvMbRpOjp8hMqExU25bwF1vzz/q8/591QTanH09Ex+/igU/vwdA3tpVnPvVmWzP2b6nXGphOv0vh63nnnLUdR5L1HNIRORYoeSQSJXotCKbyPAdng5DRERqqgxn/hz/EGe+yLn1fNke4efJiKrU1i/f48Tlu5hwQlOKo6PAWupee9dRn9d4edH7njf2PJ//QzFff3Qtiyf8yKwHfyTWJ4ziBx9gw7xJ1DIQExxz1HUeS5QcEhGp4ax1obSQSNW589uNZEbvgv95OhIREamJTFY2u/whzC8AgItvqENyUjPO9HBcVeWzi9pwdd90Vt+ytFLraTPsGp496Ww+efh0Bq2aBOyCS+6hI/BvnCHsCiWHStKwMhGRGs7unhhXPYdEqoZBq5WJiMgRM/kF5Pvu/b8tZ9M6Phn2Kaun/eXBqKpOdmE2wb7BVVJXraBa3P78RIryc5n22r3M+epl1s74h+ardpHUvFuVxFBTqOeQiEhNZwwtr4crB3Ul2dOxiBwHrLJDIiJyFExBAfm+e/tp3JDeBFjO2jeepEG3kzwXWCXKz97F0j+/IHvdCq5671c2NK4N11dd/T5+AXS78emqq7AGUnJIRKSGswYW14aciKr5BEbkuKfckIiIHIUvL2jF6p5F/Ol+fuGFT8N7Z+PfoYtH46pMU649heTPJ+55PiFe/7dWNxpWJiJSw9niYm6ZAvFLNno6FJHjhlF2SEREjtCWUMPm+LA9z33ccw+5Cgs8FVKl89qaSlqwYfGoz0hdtYDefy32dEiyH/UcEhGp6YqKeOUvSKm3Eq7xdDAix75nL25AYFA4x+7nuyIiUtGmrJ/CsxOfYXjiUDpPXE2Lguw9+7zdySFbWOip8CrdnyfU58sGmbw9+CJPhyKlUHJIRKSGs+4eDOrHIFI1ltYPITwgxNNhiIhIDfFeykvc/M8dvPwnnDPrl7073nG+mTp1OfscOKd9Q88EWMkW/f4JkxeNJrNnR0+HIoegYWUiIjWcdbkAMFqtTKRKdFuUQbsFaZ4OQ0REaojmT7zNsteg8Z1Psayu00toSb3APft9wsL5vhWkx4Z7KsRKteP5xzh/AZzS5BRPhyKHoOSQiEgNZ62THNJS9iJVY8QvGzjvtzWHLOMqLuK/L19i1dRRVROUiIhUW347d5Ef5M8J599H04252OJimq/L2bPftxjOWAw+y1Z4MMrK45+eSd+0IB7r/5inQ5FDUHJIRORYoeSQSJWwxmDsoQdyzvvhLToMv4OwE/QpqYjI8ayoII9us7eSGbG3p5Dx2vdteJD14cdv4MrhL1B8DE5KHZCVS25IgKfDkMNQckhEpIazfn7Uuw1mD+vu6VBExG1d2/q83Qmisy1zmkcw7p7zKcxzPiXO2rGFlZN+Iy8r3bNBiohIpZt0z4UAZLRrVmqZ4MjabAlz3ppPuLhvlcRVlfxziygM8vd0GHIYSg6JiNRw1sCGcCgMDjx8YRE5atYYOEzPofyifL5qA3ne0H5pBv9O/4ZLLgomLcSLkFp1aNT7VJZ2rF9FEYuIiKekThpNkYHmj715yHJ26lQAkr+ZVhVhVSrrcjH5hVt49/3reGbiM/hl51EUpJ5D1d1hk0PGmHrGmLHGmEXGmIXGmFsOUma4MWaeMWa+MWayMaade3uAMWa6MWau+9hHK6MRIiLHtYICHhwH8QvWejoSEXELm72QC+fDpoVTmTflJ17tBktrweIeTUgZcQIA7ZbvYvZnz3s4UhERqUznnJzN7SNHENf00Ct11WnRhV8HxPNtp5qdRFk7cwxLk0Loedf/Men3t7lvzH28nOyP7dfP06HJYZRlKfsi4A5r7WxjTCgwyxjzt7V2UYkyq4F+1tqdxpghwLtANyAfGGCtzTLG+AITjTGjrLVTK7ohIiLHK5ufz+NjIaWFkkMiVeH5y5uCMXx+kH3FrmKMMQStWMs1s2BDfhFtu5/O3OZriAqMItQ/FIDJZ77Ld69cQ+ekYLSwr4jIsWl9+joAAsIiy1R+0n0X8dKUlzjbuvAyNXOQz+o3nyR5fS4AF176Aq8NuYow/zAPRyVlcdjkkLV2M7DZ/TjTGLMYiAcWlSgzucQhU4EE93YLZLm3+7q/Dt0PW0REysXu+bWqCalFqsKGuCAK169h7sjXyVy2gKJVywmct4gXuxQxMjaNvhHteeejpQD4BTvJoPoR+w4hq9dzCC9Ph/eC/ao8fhGRsrLWgrUHTKAsZZP2+0jsozD1o7IlR2KCYih0FZJVkMXK794j49eRmLrx9Hvp+0qOtOKEzJxHhj+E5RRzku6bGqUsPYf2MMYkAR2AQw2EvBLYs26rMcYbmAU0Bt6w1tb8QZQiItXJ7rlPlBsSqRI9F2VyzufraLflpj3btoZ60W5wb4qWTOCHr+cAsK6WD7FxSQc9h29BETdMg9DGq1DXIRGpjlKzU6n9Qm2unQE3LQii5ZpsT4dU42T8OhKAmCbty1S+/aSV2EeAR8Lp4N72UXvoUpBNkF9wJURY8WY3CCAz14f+SgzVOGVODhljQoDvgVuttbtKKdMfJznUe/c2a20x0N4YEwH8aIxpba1dcJBjrwauBkhMTCxPG0REjmvW5XIeaCl7kSpx6eB72er1IzMaNyeyRQfqtulJbHg0DwAb5k0ixedeIk45i3bn3lzqp+1++cW8PgrGNVsCw6s2fhGRskjbvp6uG+DOydBoZ46nw6mRAlavZ5c/NOo1tEzlm5xwLjPafUd+VBhFDeoz5eS23L/gFbqkr6Z17daVHG3FuKbjRi645AL6ezoQKbcyJYfc8wV9D3xhrf2hlDJtgfeBIdba7fvvt9amG2PGAoOBA5JD1tp3ceYqonPnzhp6JiJSRnuGlSk5JFIlmg08l2YDzz3ovoS2vUj4bMJhz+ET4KwuaAsLKjQ2EZGK4rt2A9Peh9RgQ7GxeHs6oBoocGcWq+uH0a6M5RM7JJM4Z9ue58WrxuA75xV27toGtSslxAq1ZtNimqZBcLHulpqoLKuVGeADYLG19qVSyiQCPwAXW2uXldge4+4xhDEmEDgRWFIBcYuIyG6hoUTcA3PP7OXpSESkjHz9nOQQhYWeDUREpBSuIid5nR3kg7eFvKx0zwZUAwXkFpAfEnjEx8evTKXgCfD9488KjKryZE4bz9LX4Zrs5p4ORY5AWQYC9gIuBgYYY+a4v042xlxrjLnWXeYhoBbwpnv/TPf2OsBYY8w8YAbwt7X2t4puhIjI8cwCGYFQ7O/r6VBEpIz8AkMASH53NMN/GE5hcdmSRFuXz2Hhbx9RkJt1+MIiIkchPSsNgMxQfwDmtYvzZDgVprC4kIXbFpKyJoUiV1Gl1vXUqRH8NaztER8fUb8pAK3uep4d65eX+bglo78iJyPtiOs9Ujkb1wAQXDepyuuWo3fY5JC1dqK11lhr21pr27u//rDWvm2tfdtdZoS1NrLE/s7u7fOstR3cx7a21j5W2Q0SETne2Nwcnh0NCXNWezoUESkjb18/JvZryJ+N4Mv5X7J+1/rDHrN0zLfENu1Aq1OvYMp9F1dBlCJyPLvxl+sA2Hj1+dx9IvS7IJ/U7NQqj6MgN4vpf37IB7M/YFv2tsMfcBjXvXoi7V5vzWnv9Oe3WV9VQISO/OxdTHzyWlKuGMCkvklM71CbX0O3sKl9oyM+Z1zTjmyI9Ca0ALb0aX/Y8hsXTGH8ya1oftKF/NorhqVpS4+47iOR++9oACISm1ZpvVIxNIW4iEhNl5vH3ZMhdukGT0ciIuXQO2UlOV99SqutkJtxwHSNWJdr74TzwK6ViwAo8IKv8mawM3dnlcUqIsefiR863/Mz02n+7Afk+cKUDVOqPI7JVw6i65AruW3kCOq/Uh+XdR3+oFKMu+Ns3r9jHD/+4MuuZ6DxeddVWJxTH7yM3g++Q/JHY2kzfS3hqZl0i+3Iac1OO6rzRq3eAkDSphymrJ9CXlEeABd+fyE3DzGMvbQvxe756zZcfiZ9Rzl/K6bHw7UPd2LN9L+Pqv7yCFy7EYDoBq2qrE6pOEoOiYgcKzQhtUiNU++/lSx4CzJ//4Fpb9xPyvndufizM+n4Tkde7+vPlihfZrSvTUagocs1jwLQ8Rr4JHojb/zztIejF5FjlXW58HPnYPpe9wyDgtpQ9CiE3fW/KoshLyud1bX9SP5qCkVeMMyrBXf/k0fahrIPr9pfv5e+B6DDl2PJ9IOQrIpZFMBlXaTNn0qBN+SkpxKWZ2m2IZdRt89iSJMhR3XuoPBoXv7jIeLugKfu6clXXz+ItZavFnzFaUuh/6cTWNQkgj+W/0HQui3MbhlJVn4moxrDL+9nk9RtENk7j77HVVmEpe1iRrsYfAOCqqQ+qVhKDomI1HD2KD5BExHP8q/lLD/T/cZn6Hbj0yR/M401K2cSFRhFbKalToaLLnNTCc+DhTGwIhLeu/ArVr0Kgx/40MPRi8ixave8ZilXnUhkfCPim3TC24J3dsUvaV/kKmLSL2+QctOp+2zfunQ2DVILWVwvkBWjvuT6OqfzaAqkzZt6RPWkb9o7/D6hbS9mD2pDUmohi//6Yp9yLuvijr/uKPOQLOty8cg93XgzfjOnPtuOoPDoI4rvUIb3vYFHh77Ar19B8u2vMq1LHf74HNadOwiA2NRcTvnyFD7oALtaNSbEL4TZL2czp2cDAOZ//mKFx3QwZ5yRx09X962SuqTilWkpexERqb72DDtRzyGRGqflqVcw8fE52MJCAhKSaH3eTUwIiwLAXuRi2bgf8AkIIqJ+c85+qhFLYmBHp5NID/Kl8/ztLP3nG5qdcJ6HWyEix5qC3Cz8AfydyaiNl9OnoP7cNQAUu4qZtnEaLuuid2Lvo6pr6JdDGfL6X9wyDeb2fZ28tM38ELuTCZO+ZDKQ/cj9dB50ASuCggHY9eh9cMqlFLmKWLt9FRuevAezeAk2KJCeX00stdfKlm0rWR0HGffeSjJga8cAEHXWRayb3ZRaMfVZ+e/3LFw+ibZff8Frnb/i9fc3HTb+ud/+H7e+NpO0AfD4dWOO6lqUpnZwbW7rdQebw++mQWoRDVK3MqNdDE1PvYmU1ekkfzudS+fAXV+spm5kIgABfkHUe+Zt6H4S3h9+BDc9C0Durh2snfoXddr2JDyufoXFuDN3J8uiLDsSYyrsnFK1lBwSETlWKDkkUuP4+AXQ+8F3D7rPeHnRtP/Ze55PfC6N1JxUIgMjWf7IPTS4/gm2/PGtkkMiUuEKcjIBMAEBe7atq+VD4vYiUs7qTOB/8+lzcQFRufDW+rYMfW8cASER5a5n08JpbJn4F8udnDjtzr0JgOE3wcpa8MZbVzDivJsBaNBtMADdZ2xmbAPDiZd74youxvXq3vNNevlOet335kHremzlh3x1LYw7YxgArf/3Om+HXMVzTCLw1a789w60LYbda4sFF28tUxsyF88lKg+G3/gOtYJqlfMKlE/ax2+xevkC6g+5gC6te+zZnuJ6lBsGDSW+VtI+5SOTnCXlu8xxJhJf+s831D3lfJoXwJTu8fSYUnHzVaatmMcTY6BNh4YVdk6pWkoOiYjUcK6oCLwfglcG96Gfp4MRkUpTK6jWnjceXa55FK5/ghbv/QQveTYuETn2PDvuSa6sBa6oqD3b5natT+KolST/MIsFDYJ5OvZs7r7hS2Ae05Y1p9usLeWqI23NYuq27s4c4J+OEUzr6E9u907UOvF0/ureh7ioRIL9gveU9/b1Y+nfX5Nz87VQtxb39DiHWiExTGpWSJ2GbWnY42RcuaUPe4tan0aTNPb0dIpOasFpT3zLE6+347eX0sj1gSmDW9Pv9wUANC4MLVM7Yj76BoCOvc4+TMmj1+aMqw/Y1qjXUBr1GnrQ8iFRcXseb1s5Dy6/jFD3NEvZWekVGlvusoU8MAFmXVlcoeeVqqPkkIhIDWcBlxcYb29PhyIiVcR4efF7x1A2BxUzwtPBiMgxpaC4gOdXfcbzN8HCEbfs2b6yZRyMWsnIQfGc89cGWrlcpMzeSvIHY4je6KyeWFSQR15W+j5JCXCGwBfm5+AXGAI4y76/8uv9POHeH51tab/k8MmlZiecB4uc3pL9d2/sATs2rGBrMOTZwlKPvea1KVxrg/F6be+0u3VD67LhvlS4z3nezx3r+GEd6ffLXOb/9O6ehExeVjqbFkxh55I5LIrzZpHPTgInTeOh9bksr+tPk7Cog9TqWd6+frzTCa6ZBc98cR1nmjwyW0Xy08vX8syU58gpLsDbBRPvvRCblkq3134k8AjbkbvNWakssHbdimyCVCFNSC0iUsOZzCze+A3iZ6/wdCgiUoX+feoqbh5sPR2GiBxDMtM2MeHeC/nuG/i2wT20jGm5Z1/M4LMAyE9MAJwkdfL7/+AC/qhfwLxYg49/ICG16rAx0oe3z0yk+/vdafFsPXIDvPELCmV5fABbw7zxDwnnqxU/4fcg/NotkrCPvzqquANj44m7C37sHn7Q/VuWzabNqiyKfQ//QZrx8iLwZGf5+fyH7se6XEzrXIeA0Ega9jiZTpffz88f3sPzk59nwfbFzG4ZieuTT44q/soU07Q9AO/lTWbQNYF0mr+dZrVbUG9HMT/fchJz28fR76XvSf50PFNSPj/iegpTnRXRgmPiKyJs8QD1HBIRqaasy8XmjUtZSzrt4toR5HvwCRbTV8zn+pkwrv/mKo5QRDwp0ieEiB25rNu6jMTYpp4OR0Q8bMf65cy/8Ry8d2ViBp1U6tw7hzL78sEM/G0+GQGwIarZPvs6hDZhUTQ06nnKPttv/O06vhn/Fq+OAn+/AJptyCM+vZjeE9fz9WkNadY4mbkdx5K4dAvZoQFsaV6PxYkJ/O/kIXTpcAqtHm91VO0GCPBx5kbKyM846P4ts8cTB2ScdfDhV/vres1jXLTpR/7OWcAT/cO4alY2y+v6s/Waiwhp2poXewzg63ot8fGq/m+n21zzENOWXsfzzc9j2Jn3Y4yhXUEk34yErptSyPeGRXV86HVJEY/GwoAjrWjsvwCExiZWWOxStar/3SwichwpKshj+djvSXv+UbqlLGd2Qzh1ODzY50EeH/D4nnLrM9YzZ/SnhI78meSRMwDwDjv4p2UicmzquaqQB1+Cud1Hk3iOkkMix7vvZn1K7ta53DINFq3+BI4gOeSXtoM8HwjckUkr9xCw3Vp2G4rdWrxn5bLd3jzlTYY1H0Z2z9k0GnIL+DmJmtZAyu5CTqcjKqtPiTGGkeNiCftrDNs7LyU3PY2M9cuZl+jPhHUTOP/+dwBIOHV4mc/ZcfDlzJj1Dml5QYzv3YqeD79PE7+Awx9YzTTpNwxmDaNbiW1tuwxl2ecj2RgTT50WXWjh5U32Q160Pe8WWHPzEdWTlb2TpbE+NI1vVDGBS5VTckhExMNSs1N5fvLz2H/+5vGX5tCiyNme5wNeF19Mw7TPuOzsJxjX5xfibn6AzYun03/7i4yYBe/9CosTA9l6xiB63fmKR9shIlUrLsFZhSbg9rvgnBs9HI2IeNq6MMs7faGbrUv0uu0HLbN93VIWf/w8m3K3MaVfI5454Rn8ffz37PfLymV5Yght9ksM7bZ/Ymi3ExudCI1OPPpGHIW6eX70nLIe6ju/GxOAjg+C8fenbZs60CyMXp1PKPP5bu9xO7f3uL2SovW8kqthAjyzqC7JazdRXFiAt69fuc93yTk+DGt+Be+Uco9I9afkkIiIh8z+7Hl2/fwNX7vm8U67Qk7yS2J6/2Z49e5NnYFn0LDHyZzs5UVkj39ptHMjjX6ZB7+cR0QwcBcEXHQZOZ89T4vwaFp4ujEiUuWSep4MQLMNefzU3LDz4bvpEtKUBr1PxVrXARPCisixafPiGWw5axCDstOZc1IwRYH++BYeuGJUfvYuQhs2p3cxjKsPr/lCqwlLGPHkqD1l1kd44RcTQZuqbEAFiXzoKVI+fh1Tpy5eYeH4xcQx9bRhNIlrSYjfwZNdslfHyBbAJhb8+A7tzr2pXMcWFheSmpNK3VBNRl2TKTkkIlIGE9dNZMLaCdzX575yH1uQm8Wm+VNw1Yljh3c+bSObs3HeJDpecjcA0fWDuOjpP+jd7OCfZnX4ewHTPnmO3DF/YZKSqHPahezqMYhQ/7ItsSoix6ag8Gg2L5pOnZZdaZkKX7z7HJenOPu2hnoRskvLCYscD9b+PZLui9NZlBjEvfUvIjVnJllpm6i/X7kpN5xGcjFM7VqXxn9MouO9DRjx/p+k37CaOXddxBe+i3n/hJ1c0PoCTvZIS45Oi8EX0WLwRZ4Oo8aKPedy+GAMmUvmlfvY7WsXM+l92Bm+DZIrPjapGkoOiYiUQZ+P+gCUOzm04NcPaHTmCJKK4P+6wi0nw9cj4byFzv7x915A36e/POQ5AkIi6HbDU3DDU0cUu4gcu+q06ML2dUt59sfraJbuw5zN02i/NIPYTBeu4iK8vPf+q5dflI/F4md82LJkFulrltB4wFl7lpYWkaoz/Z2HMG+9TV5MJG0++ZOIug2O+FzFWZkABH//Cy07D+TmUTfzWpNZpOdlEOYXyrhnr2N2gje3fzIOgNajZhESFcezcRcBnxMR35BkYGsrqH3x/VzR4Yqjb6DUOPW6DATA/4ef4aH3ynVs1obV9NwAk4uUXqjJ9OqJiJTBmpehfgbwcPmO2zljAoFFMLtlJCG92jGwgTfZ54YyoTCMkBbt6Hn29ZUSr4gcP2rVa8oHN49xnjwEY649ia4fjWbzmtnkzJhM+t+/EtihK5eZn1iSuoR/P/em/8pi6gIpV3xK8gdjPBq/yPGo67W7F5lI5bU7T+SiF/+mOD+P6KTyDxQvzNoFgH9YJACNIhrSfxVMbRtJ4DkXkvzUF1x5M/xyKTw09DkGuIec9rr/LcbNc3qJ2Hr16Dnibs5r3/foGyc1UkhUHNPrwjexqYSlLaVZdLPDH+S2ZfzvNAb8ozWcuSYz1lpPx3CAzp0725kzZ3o6DBGRvYxxvpfhd2bGlrVsmjuR9JYNybz+Sgb9tpiMzWsIj9u/g7eISMV7duKz3DvmXjpvhBklPvxN94cn+0KTRl1oFpRIv5e+Z3bLSDou3OG5YEWOU4vrB4GFawbmMjERRn8GJ6yG1JXziWnYulznOvehFtz88RLazlpPWEwC1uXCeHvvU+bukVfTtmkfhrcZjtn9P43Ifj6b8AbX/nkjd02CwTl1SFixjTV3jCC8dSfanH5Vqce5jMEL2LJ0FnFNO1ZdwHJEjDGzrLWd99+unkMiIvspKC4gPS+d2sG1D9iXumoBmdvWk7l+JQvq+lArNonBjQfv2b/4z89pMeRiwoGOV0MLP+gaYAitVacKWyAix7NL2l0CQJwriJndM8hZtYzoz74nMzqUCy6+nY4XO/OdzfqrFqGbd7AuYx2J4YmeDFnkuJMW5ktBrXBefOJ7Ppn7CbvGfwert7Lwmdsxp53O/NqW1TtX06NeD85uefYhz7WhfiQPDgsjJSYBcFYU27x4BmlD+1Pk64Prnrt57uzyz5kox5+L+9yA7+NPcdaETRg24+OChAff4aYhcF2PnrSs3eqAY9aum79nfislhmo2JYdERPbz8LODSZ88lrd+O7CXUEyjNsS4H189AtaFw/v/JRC9qwj/O+5l0rqJe1YOm/0u3HpjY/LnjSTiCJYEFRE5EnVC63BP73ucJ7tHiDzx6QHldl4wjJ/GfMATr9Qn/8F8/Lz1e0qkqlx7XQItY1oyMr4LXeK7sDFxOLTpSfJ7f/PjhL+56Xx47F9osjYA1hw6ORSzNpXo5j332VaneWfqrMiszCbIMWro17PIys0mMr4RM95/jAVb5vFRzvcM2rnqoMmhMdtncNfd8PUpH3GiB+KViuPl6QBERKqb4D/H8tofsHLy7+xYvxyApbH75tInPjqCh675ksBC6DF1I91mbsE+8hD3FPxOxIM+rIzzY1arKB66+w9im7T3QCtERA5t4P3v8WPXUC6ZA+vXlH91GhE5cgXFBfskZOu27EbKNScx7tZhJL30IRtu20DfkFYkpOYf9lxvvL6ay79dVpnhynEkJCqOyPhGAHQZ8RB9r36SxAzI2bjmoOU3Z25mRxD06Xl+FUYplUE9h0RE9hOVCz4WGvUaypxY6PlgM2KHFPHvJ3D6+TCw0zncdoczkccpnS+AV+G/lpF0WJzOqz/Arlefo9Hjd3m4FSIih2aM4YOEG+j27DMsuW45NDpg+gERqQSu4iK+fGYFKwZHwpnONuPlRfLbf+5TbnlQILVyLMWFBXgfogdyaG4xxeFhlRmyHMeiinxZ9CaM8/0XBtx0wP52j7zFl+m+BDwc4IHopCIpOSQisp9rS8yH334rbN2wlNPPu4OVl/bgt+SzDnpM1Kffsejs02gSl0SPLjdUUaQiIkfHN9xZ3Sg/Y7uHIxE5fixP+YEumyB3U9ahC/r7AzDh8gEkfz7xoEVmfvgEnfPARkZUcJQijrDa9XABdufBFy9ovGIH9bYUVm1QUimUHBIR2c/UHvXoOWU9KVcPIqR7P5YNHU5MzKFXGqvfeSCsya6iCEVEKoZfeBQABRlasUykqmRtWAVAxIgbD1mu2QMvwxddCZ0yu9Qy2b/+AEDTO5+puABFSvD28SU9ABYsmUCPonz8ffz32R+aWcCc7vXp5aH4pOIoOSQisp+C+FhyfNeT/M5fng5FRKRS+YfXAiDwqedgxEMejkbk+JCfthWAoJj4Q5ar06IL1/1yDd8v+YFtQF5WOot+fI+sRf+RlZPOjisvJGLFQhYlBtGyVbcqiFyOVxF5cON0y1sf3sR1V7+7Z/u6/1JITC9mZXCQB6OTiqLkkIiI2+bFMyguzOff87pyY/2FLPB0QCIilaxu215sCIW/6mTT2tPBiBzDVk/7i6IzT+feEw1h6Xn0BAIiog97XGRQFKdMSmXjUz7Epxeze6HwRdEwNGIU9ix4vOtttKzU6OV498O5bTDz5mPqJ+2zffuiWSQC3gO1TtmxQMkhETmuFOblsGLcj2yfMY7inTvo9uj7fDf/W9oRS5ueZwCw8kxY0ynYs4GKiFSB4MjavPDLIzzx7yNcuGw2O5bNJa5tT2olNvN0aCLHlA0P3ESfTflE7ISRLeHuSVAvodFhjzulySmMTvqDNTvSWZ6YgH/HriQMOIPspbOY338QSRFJBPvpfxapXH3e+oOXz6lH8y++gZPuByDlzXtYMeFnZneArgNP9nCEUhGUHBKR48YrU1+h0aW3cWqJ1V4vWPs9LVPhovF7tw3LqEPbvrdUfYAiIh4QERDBnZOhzuOdqAPMaBtNrbmpng5L5Jjil57J0vgA3vspm1u3LST29nBCouIOe1yvxF70emXOAdvrte9bCVGKHFx0RF0eHwv/td7IivE/4xMcQvINz5Hs3r+hUStPhicVxMvTAYjI8em/L1/i6u8v59uF3+6zfUvWFl779k5Szu7Mzo0rK7TOMav+4Ys2MOGhy5j33RsAvPMrrImAyQkw4X+XgrWc/c8m7ul9T4XWLSJSXV3Y5kJaXHAT4+44m9QQQ5d5adz35ADmb53v6dBEjgnbdm6g26wtZIcH4mW8aBPbhqiYRE+HJVJmxsuLec0j8M0rpHG/M4jrfsI++xPCEjwUmVQk9RwSkSqXvXMbbS+6g8CToNekjxkz4Cn8snNZGlHEVa1X0WcN3PQ9bP6nKTNeeJjtm1fxb/faZBdk02ynFyfGdKfFScPLVef4k1txxepFvHn/CfS5+CMAlqfUwS84jA86D6yEVoqI1AwxwTFccuX/AZCSeRLJ745m3qKxBC75kTaxbTwcnUj1tWb638xNW8DqKMO6bSs4M7ADvktXkPfPn/hv2sqGgAKuOqWYvMx0coFdHdW7QmquIn9fgrOdlXkDijwcjFQKY609dAFj6gGfArGABd611r66X5nhwD2AATKB66y1c8ty7MF07tzZzpw58wiaIyI1wdJ/vqHZiefzVyM4yd05KC3YsDY+hJceH8LJTYcyqPelxGQ7v582hUDDe/wZsDifP750ym9d9h+xTdqXuc41tf0wBYWkLppB57qdK7hFIiLHhuLCAjYumEzyz8M4p7g5zz4+xdMhiVRbW8K9+ba5i1uGwNT3odtGZ3uBN6yL8WdJq1j+uO0UGoTVp838rSRf8hABIREejVnkSE3pnkCDxZuJ2+U6cOdhcgpSvRhjZllrD3hDVJaeQ0XAHdba2caYUGCWMeZva+2iEmVWA/2stTuNMUOAd4FuZTxWRMrBZV14GS9yd+1gx7ql1G3ZjZzMHawt2Maa9DUUvv0m9X+fSLOVGQQWwbi7z6Pdo28TERCxz3mKCwvYkpvK6JWjifjwK6LWp2IjwvFt1pLirF2MrpNLTOe+3NK94ufe2fr3TzQDkt75hlm3XkfueWfR+8F3iQa+cJdJnd+RlOfuJKhtZxJPOJOcxu3YsXYpk9YPodeEtSy7/jxi/15a5jr984tZ3q0ZfZUYEhEplbevH4kdkvn5nCLarJxK+nWriajbwNNhiVQ7hXk5xO1y0SK8ETvumcGa1l8wcdEcQpq2pkH/M2kcm0hjYOjuA/p4MFiRCpATEXTQxNDsz1/Ys4qe1GyHTQ5ZazcDm92PM40xi4F4YFGJMpNLHDIVSCjrsSJycMWFBayd+Q8b/xxJ8ZJFzK8NH7TKJ3jGXP78HEILnB8mAH8Drf8H1gs++BdaZ/ixsl4wrVdn0++5bzBB3zDmExiwGib2a0jw1h00XJ1Oozsh3xdGjYJ+e6b3GQfAu8Pg9awxBySHrMuF8Sp9urJFv39CasrvLI4qZsh1L1E/ov6e43ZsWE6txGb4jp8IQELHZILnbz/oeWIatCL5rVH7bItOakHOqx9Dx/40mHXo+YhcxUWkrVlEbnoaGWuW0HaXi2WBAYc8RkREHDuGDYYXvmPB+0/S+6H3PR2OHENmrZmCd1Y27VufcPjC1Vj6plXEAH7tOhIZGEnk2Td6OiSRSvX19f0Y+NfyfbZ9elIclwy/w0MRSUUr15xDxpgkoAMw7RDFrgRG7b/xcMcaY64GrgZITNQEbXL8WZu+lpemvMTC1IU8+dgkOq7Oo6ELGuJ0T17ZJ5ywjm1p1Lofs07ZBeHhhM6cR05sLYrr1+PTUy+ifkxjmtyYSFwtJyGTcnl/fts+BcgnwOUNFNN73CpWxvoxr09TXh10LQ3jW9P/wWQyd6ayYvTX5G3bTK123ei2aQJnPPl/cJ9h/P3D6fHoh1z/23VccuuH+N15L91ufHpP7Kt3rGLt7VfQ7KcJtMxwPlGY3R3erRvC+WE92bVkLk2ffJuYbMspN0QytGgnDUO9iI2sXe7rlNghma8v7oBr5QouLKWMq7iItXWDaLCtcJ/tNiK83PWJiByPWt/0BLzwHYWbNx2wz7pcjDunK2FLVhH9+Q8kdkiu8vikZipyFTH4zZ6kPg8ZARCWXXzID5yqk7UzxxBSO4HwhEZsytzEzH8/4kzANy7+sMeKHAtigmMO2LapZT0PRCKVpczJIWNMCPA9cKu1dlcpZfrjJId6l/dYa+27OMPR6Ny5swYtSo1lXS62Zm9lVfpqilxF9E7oyfZ1S9kw5S8y/vmNuXW9+blJMQPr92dE/KmkLp7JrsVzWfndOyxsUcj2Xu3Z1CaJ3I6heDdrQd3B51C/ywlc6RfAlbsrua1ssSR/NJZk4AWAh2HnxpUERcTQKDiMRuzbwzk0ui4dLrx9z3OfKUEUZ7wD5NP3qS94YsIXfNAf3lsLk0Z+TcqMycwr2sgzHXPYnLWZgs/A1wXro3xIfeVJ7lhxD2Mf/pQ2az/dJ6a/I3eyshs0bt6dE4/wGn85JIFfl/1HcuYmXKtXs/KB63CtWsHvZ7bhrNPuxffKq+i8rZCVcX5sbRDLHwHrWRoNH7741RHWKCJyfImMbwSAycs9YF/m9k0k/zALgJTn7yfxy8kHlBHZ36qpo1h386Xc4QcFXhCeB3h7k7V9c5mWdAfI2LqOLQumkr5sLnnLFpMWYFkypDMJX/5K0oZsQs+7mI4X3w2AtRZjTIXEPu7WYfR79ScAnjzBnwd759N7LZwJBNdrWCF1iFR3Q+Ye+PfAy8vbA5FIZSlTcsgY44uT3PnCWvtDKWXaAu8DQ6y128tzrEhN5youYtIjV1K8cAHxUxfS7eJ8/IrhlT/BayHE4HwBzE8OZHZRLme/PpbYmQ8R697eE0gKSqLPp//BNZUT5+5/9suiYY+TYWMeKZcl47NmPQ0GdOTdoSex47mr6DV+DYxfQ2SiP1OGnUHHOp1Y0CaYhj1PoV5cfeoB78yKZHPkNGaGJREQHUd8p/5ExjciozCXrIKsg376UFanJAzgkdt/JfCZeIILIaEYbhkM/+cznfNPP5POm51yK685l0GPfMbi2R/Q0BhCo+secZ0iIscTL28ftgXDzvz0A/bNy1nNubfDppeg1S9Tqz44qZEa9jiZhkBnXxj/4yuccPqtAKQ1rMPpL/Tm0u31SFyzk5Z3Pkv6+uWkL53LNP80/gnYSNDcxbz9ynLC82B3H+DtgTDoYpg99ie+mgj9FgK/38M/X33I/acGMTt1HudtrsVV3l3o8/IPePv6HVHc1uWi5Qc/A7Ay1o8GYYk8e8IIWoY1YkrrSXQdVkn/tIlUM/af0Qds6zZriwcikcpSltXKDPAJsMNae2spZRKBf4FLSs4/VJZjD0arlUlNkZeVzszTOhO/YB0NUp0hTCvj/Pjx/jNJ7HICEY89h19ELUztWAKatKDpGVcSGd+Ipf98w+a3n8ck1iegSXMim3cgrnV3wmISPNyiw5vz9Svsmj+T0FYd9+lpVJWydmwhpFYdAOY1DiXziotod8dzPDfpOZq+8BEX/bEBgPdmvstVna7ySIwiIjWdedTpdbH+tvUkhO39+/TeuJe5ZfTtLHkdEnc5w23qdxrgqTClmsrYuo6ti2eQuWYZaRuWEff6x7TbChvmTiS+dQ8A/ry0F9dGT2VdBPz6BQzddzoTHu8Ln5zViF6mPlf8tQ1bPxG/hk0Jb9aW6JadWe6dTv2IJKJNMMv//pq2Z98AwLct4eP27FnhdNydZ9Pv+ZFljj119ULW/PMds5qFsWD8SF7/3xRSLulL8ifjKuDKiNRMa2b8Q1JXp9//rm3rmX3dGbR+4TOik1p4ODIpr9JWKytLcqg3MAGYD+yenvx+IBHAWvu2MeZ94CxgrXt/kbW2c2nHWmv/OFSdSg5JTbFo0Xh+vLYfJy+HXZ3b0PWLFALDojwd1nEhLysdH78AfPwOnGT6727RBG3ezupfP+Widhd7IDoRkZrv0a+uJfWzd7j0f9/RpcdZLBv7HU36nckPF7TDzl/Al23gh29h5HX9OOfNlH2OLSwuZMInj+E1YSLe6zcSsjEV62VoNnEJwUcw35xUP3+u+JMpYz9jyHtjaf7TJCLqNmDahmn898AVDPxnJY025bN7NqENoTApEdpuhRap+773sNayNXsr/tn5zHvuDoyfHz5R0YQ2aU1cx77EJDYvc0ybl8xk6Uv3E9CmA12vf5J1s8aS1G0QAL92CmXUoxfx5ilv7im/fd1SFk35hV8itxG4M4vT8+qTu3YlvR92JmFveiOsjfWjgyuWP2+cSkSUeiDL8SsnO50ZrSL5qKsvH39b4Olw5Cgc8VL21tqJwCEH7FprRwAjjuRYkZqsqFYEDw6E5m9/x1ktz/J0OMeVgJCIUvfVe/w1xvz9Nmc00CfZIiJH6vzaA2g26h0mdP2d37eu4pRhdzO1eQhnLcliW4gXm569H759gpDcYgDW/ZfCtkvP5sbzQpleuIb7JsCT/8LWUC9iM53PCOeP+4k2Z1ztyWZJBbnnn3sInzaPR2fA5HOT6TB2CSN+HUHftEV0iItlY/cE/Lr2IKh+I+I69uXplzrRtrgWn+53HmMMcSFxEAL9XvzuqGKq07wzdd7dO/QlqeuJpFx1Ih0++5stNpMfxr7F8LmWwlXL8V67nj7/LKNeOLxwG5y0HB77Yu+5JpzQlLH/+4M6MQ3wMjVj0myRyuQXGELy5XB9Z/XKP1aVa7UyEdlPbh5N08A3J8/TkUgJzQddQPNBF3g6DBGRGi2p+2AA7OTJvB08h1OA7kuyyPeGRYM7ctMpj+LiCYZ8PJGMp9ey9qdP6DN/O4N61CL5nHvo0ieR3B/PJzYsilkzfuG7+05ncJivZxslFWLH+uWc9dU8si88Gz7+jp6T1oFfEJ1OhwVn96Hb5eMPOGbKazkeiBSS3x0N70LWlJfp8trt9HrxbQBSgw0Lk4LZMqArq27+gFlrJvPfyVvZNWMifokN6Hbto/gFhngkZpHqyMfLh6z7sgjwObDXvhwblBwSOQr+K9ew9HWY2nQedB7u6XBEREQqjH9wGMUG+v69lKXbYcAl8M3D84lOakmye/nx6R1j6TZ7K39e0IW4Ds4amLc++BtR9Zrsc67iunE80wf61ivbqlRlNXrlaO4cfSezrp6Fr7cST1Vl6Xdv89B4SGmbx+I/Pyfi3EtIrR3M+UEtGHDJPwc9JtA3sIqj3Nd1Xa6j273NWHUT1GnVnZiwKGKAVu79DSIbQAfAQ/MpitQEwX7Bng5BKpGSQyJH4zBzdomIiNRkE28ZRsg/42hWO5Y3LrifmIat99nfZfoGrjnDl6UxaXz4xW8ABEfFHnAe74IiknaCya7Y3iNPfngZTVZsZuPZa0iKaXL4A6RCFGfuAqDRlXdRr31fyBhOHaCtZ8M6pACfAHq2PdnTYYiIVFsaQCtyFKzLmUPBaCy6iIgcg/q9/AOd5m+n76hFtBh80QH7vbx9cF01Av9CS8NtBcxvFHLQoThBy1az+lWImvJfhcZ372/pfP8teO9Ir9DzHktWTfmDCSc2Y/PiGRV2Tld2FgABWoRDROSYoXe0IhXBaN51ERE5Pr0w6AUeuX80G+ZOpPWyDIzXgf9e7v4QxRYXV2jdbda7V8zJza3Q8x5LNj1wM33+WcayD5876nPtzN3JQ2MfIuqTbwAlh0REjiUaViZyFKx1eToEERERjwoPCKdHixMPWcZ4ewMV/3fTuj+c0d/j0rl8nbmY1sz4mz7WxY61S1k9+hsC69Rj19J5FKxeQeypFxy0Z9j+fl76M4+Pf5xGiX6k9W5DcrSWdhcROVYoOSRyFPLj47h6KJzTvIGnQxEREam29iSHiis6OeR8356dRubMUfhkZNKoz2n4+Gk1nd2Mu7fWQx0y+OISb0Z/DtEl9k+Nh/di03mpDMkh1+pV9FwHp/27kciQ6MOWFxGRmkPJIZGjUBwVwXud4dSEil19RURE5Fji5eX+l7Oiew65v5898hzumQhXz4aUKweS/P7BV8w6Hn19UXtu6ZJG904nUn97MSk+2zHRMQQ0bEJk8w48uOBZdi6YzIRHrsDm5tLriU/YvmEZi8128jevx+/zrzAbNhCwcRtXzNrCFUDRW1riXUTkWKPkkMhRMDk5dNoIPruyPB2KiIhItVUcV5sbh8DJzRIr9Lw/9I7itp+3sSMQ6t/3DNsvvY/kD8aQ/thqIuqqVy/AzlAfsupG883ZzjxBXLPv/qTMP7nxjZn0WfqRs+G5r6kNJDwICbtgxZuQ5Q9ba/kzvUNtcnp2IVk9s0REjjlKDokcBf9lq5j5HkzvtBi6eDoaERGR6slGRfJGN+ideOAy90cj89orSI54htE3TadLfBemvPAaPaZtZOGnL9Dr3jcqtK6aqsPUtTTclAU3HXz/Myc8w6o3+rEwt4icB+6mMCSQggaJfHHGNUzcNpOx7cMZcOkjhB1konERETl2KDkkchSMuz+7QauViYiIlMa7oIg2W8A7I7NCz1tnSzb1M6BtdCsAWvwwAeIbsmvsKLi3QquqsfqMW03Uxp2l7o8OiiZ64MXOk6GX77PvHC6uzNBERKQa0UcAIkdhz+ooWspeRESkVH6btjLvbag7bnaFnrfJxEV88hMY63xaE1G3Ae0fqMXrl7ao0HpqMlPsothb/6eIiMihqeeQyFFQckhEROTwjHtIknUVV9g51/2XQuuv/3XOb/Z+3hnXvDOp2akVVk9NYl0uFixKYbFJY8PWFXR6+Wv6zd7KwqRgT4cmIiLVnJJDIhVBySEREZFSeXk7/3JaV8WtVuY18ASisy3TOsfR1dd/z/YLU7Yz8NuZbE2eQ2yT9hVWX3WSmZ/Jx3M+Jn3edAa98w8RW9NptiEPA0zrAFedDt7FkPYPLI0PIO30Ez0dsoiIVHNKDokchbz68VxwFlzVvKGnQxEREam+dvfsqcDkUMyuYiYMaEyfMcv32Z6Y7UN8JiwZ2JPYdTkVVl918tOSn7j5z5tpuQ3O3+RPemwY+ZvzSA3zJj42iTlXf0f9yCTCHwkjwsuLZp4OWEREqj0lh0SOQmFkOF+3gUvjoj0dioiISLW1u+cQLhebMjdx5+g7ef+09wnyDSrT8dblInX1AnauXsz2uVMZE5fDS3fCA8kX0Ge/su1f/BK+bkjz9bm4iov21g38+d93RP+3hM5XPFhBLSu7tDWLWTfhV3ZNHIPf/MUUtG5O8rujj+hctcZM5tcvoMu/S4h9Y2/qJ8H9JSIiUl5KDokcBe9dWfRbDX7pWZ4ORUREpPqKiuLSM+DkDo1Jee1ybnlzNH97teX0YYdfUmzmh0/Q6pr/UbsIaru3vXQO1E1uSb82px5QPqJuA1bG+dFoSwFLG4YRvzWXnZPGsCs2gpdeOofRn0Pu2dfjHRzCpsxNJEUkVUgTiwry2LxoOtuX/EfO2hVsshn80zqIVTtW8uZdKTTeVsTuj5K2BMNVSevplJ9JqH9ouesKWruZ5OWQ4RNQIbGLiIgoOSRyFAKXrSLlE5jZbxl09nQ0IiIi1ZMJCeHT9tCzXgxBc6HbRvh1R+nLq5e0Y8xvBBbBuFvOwDchkdDGrXi/71AiouqWeszOX7/jrOdPo+vGXO5ZB2GdB/JRe2gU7+xfN/1vHh3/GP/mLGLLizDu9rPo9+J3R9S2//37Pzo+/h6njt9KPRfUc2//pwGMvDaKBhENWNKtMRsiaxPS70TqdB3IyKxp/PbXbSxJW0KX+C7lrzQvFwD/kPAjillERGR/Sg6JHIXdE2saTUgtIiJSKq+iYnqug4DUnTRYnQ1A7Kvv83lhJlPqGbLXr+SKbfHOsutrVuGzfiPBm1K56LQicqNz6HVVLT575ccy19em/SDCLryMFflFMOlzAMIGn07rWv7w+7c0O/F8Ho+EL935qX4vfQ8vOo+ty8WiZZMIqF2XRlGNDllPkauIJyY8wZNFEDWkNV4dOhLUuAVhSc3o1qob26PdCayr9z2u98Js7p0AaxddQZ0H3iahba/DtmlHznb+2zKH7T9/xSkfOcPR/IPCynxNREREDkXJIZGjYp1vSg6JiIiUyis9g0kfAh/et2db1/k7yHv6LS6+Agasgr6fOtuLDWwL9SK1djAn1z+BWu16kJyUXK76/H38+ej0jwDIPvFFti6ZyVk9TiYnI40p303C5e9Loa8PjcasAGBsEpirBxE8fQ7Z7Vuyau44rjkV0h/MItiv9GXgC4sKCMsDn8cep1//ss9jlBhQm6fHACxgwvbLSfhn2UHLpa5eSFq/LtTbmkuPq2FZNDwyFk7yhsld6tHTy6vMdYqIiByKkkMiR8M6ySGjf85ERERKFZXQhCndEzDFxeTHx+G/aSv2vPNoMexKXEktmbbkHxactZbQug2Ibd6JOiER1AGer4C6gyNr07DHyQAEhUfTY+qGPfsytqzl+mf68MWr6+G9v52Nc8eRDFx1GszePJs+9fef8nqvwowdZDwDKVnToH/ZY6rdqC0rJvxMveTT8UvPLLXcxml/0359LosTA7njxLuIadKenrd0JTwinp5lr05EROSwlBwSOQrWnRyyHo5DRESkOvP29aPHlPWl7u/e4kRoUYUBuYXH1ef2276FV3sA8Hkb6LIjAO/CIla/UsTmBuPhstKTQ8X5eQAYX79y192492nMbRRGt1lb+PiVy7js1o8PKFOYtcup5/XXuPrUK8tdh4iISFmpu4PIUchuUp+hF0B280PPSSAiIiLVU6f63Rn9x+u82ANGnteaZhtyYeR3JO6C0Ief2jO/4MEUFTjJIXx9j6hu++ijnHQRfB614aD7C7MyAPALjTii84uIiJSVeg5JubmKi1i0bDLzijZwfuvz8TLHb46xKDKc35vB7dGRng5FREREjlDyoKv4wyznjZ53AhDb0llBrOW6HKa/8zBdr3v8oMcV5Turhh1JzyGA9uffSpAZx5K0JViXi5UTf2X7vKns2ryGV1tlsnr573wQDwlRsUd0fhERkbJSckjKbcJZXdi6fA7Dz4V6YfUOORb/WOe9I52hS8F3RwY08HQ0IiIiciT8vP14ZfAre56HRtdl/o/v0GbYNbS65Qm2XHwDwXku0jeswC84jNgm7QFIz0ylDuDld2TJIYALFvtw7qNLyLrdm8YF0Ni9/da7gul0wsVkdKlPt9aaYUhERCqXkkNSbn5bUzl1GQxZBl59+uJaXYiXtw/WWlJzUlmTvoas0b/j/cOP+KXuIOnjn6jTvLOnw64UQUtX8etX8N/Q1dDJ09GIiIhIRWlzxtU8ds0rfBSwmGbX1uHPLyDUvW96+9o8Mtifqa713JgMyW1bHXE9nQdfweTR0ygKD8G2bkVM8lBiWnZmfmIzvLz1r7qIiFQN/cWR8rOwMdqfp2f60279LlbXDaLYy4vo9Hxi7wEMfPY9XDTfKT79wlOoM3urR0OuLLsXsDdayl5EROSYc/1L48mc+Cw7l8/jX78C4kdPpdnGPOqtSiN5W1N6XPIYrS5rRd9mpx1xHQ27D6Hh5HUVGLWIiEj5KTkk5WasxRqo88cEVvfsTJGPFzviItjYNZZXBlxEYkxjmgwLJSuhNSG16tBx7jZPh1xp9kxSqeSQiIjIMSc6KJrnBz0Pg/bdXge42yMRiYiIVI7DJoeMMfWAT4FYnBW737XWvrpfmeGAu88ImcB11tq57n0fAkOBbdba1hUbvniEtWCgdqO2sLVgn1399is6dnAzEqctpVb2diKCa1VdjFXF7l7EXskhERERERERqZnKssxUEXCHtbYl0B24wRjTcr8yq4F+1to2wOPAuyX2fQwMroBYpZpY2jSKKc1DylR27dP30uQm+Pz7hw+5FGxNZ7yO3xXbREREREREpGY77Dtaa+1ma+1s9+NMYDEQv1+Zydbane6nU4GEEvvGAzsqLGLxuB+HNubFc+IPXxA4rdlp+LrgxkvfYNwVAyo5sqq3q2Ujki+FrOYNPR2KiIiIiIiIyBEpV3cHY0wS0AGYdohiVwKjyhuIMeZqY8xMY8zM1NTU8h4uVchiMWUcRhUVGMXIC38EoMUPE/bZt33zKhb+9lGFx1eVCsNDGNcAXOFhng5FRERERERE5IiUOTlkjAkBvgdutdbuKqVMf5zk0D3lDcRa+661trO1tnNMTEx5D5cqdNtrs/jgpRVlLn9aizOY1TqK2EwXGYGGE59rQ9SzUTx3SSNanXoFq6aWO5dYbfht284F88B3R7qnQxERERERERE5ImVKDhljfHESQ19Ya38opUxb4H3gdGvt9ooLUaqbwLwigvPKN39Q1PtfsrheIGkRfvTd6M05Lc8hrn0vAPLPO6sywqwSwUtX8+UPELhqvadDERERERERETkiZVmtzAAfAIuttS+VUiYR+AG42Fq7rGJDlOrG7Fmhq+wadDsJ1uUA8D/3NtfJRfCCLzHb8yowuirmvhZlHWYnIiIiIiIiUt2UpedQL+BiYIAxZo7762RjzLXGmGvdZR4CagFvuvfP3H2wMeYrYArQzBizwRhzZUU3QqqYtVhz9MkQL28fUi5LJjrbcsk35/PWjLcqILiqZa3Tg0qrlYmIiIiIiEhNddieQ9baiXDobhHW2hHAiFL2XXBkoUm1ZcFWUEeZ4B79+GNiCl8u/IaJm6ZyXZfrKubEVcTs7kRVAckyEREREREREU9Qdwcpt//a1GJi24gKOVeXqx/hxAU5/LGiK6tuX8vSf76pkPNWFYs7O6TkkIiIiIiIiNRQSg5Juf00OIkPTkuosPP5+gcSOeAUADZ/+GqFnbcq7GzfnE5XQ27zRp4ORUREREREROSIKDkk5WaPYELqw+ky4iG2hnqR/NUUUm45A5d1sWXNAlzFRRVeV0UqCg1mdl2wwcGeDkVERERERETkiCg5JOX26AuzePfZRRV+3iX92wCw68+f8X/cj0knt2HCvRdWeD0VyX/TVq6eCT5pOzwdioiIiIiIiMgRUXJIys2n2IWXq+LP2+/nOcxYP40vnjiH23rczqlLod8LI5mY3JAlo7/CWlspvZaORujSNbzzGwRs3OrpUERERERERESOiJJDUn6Ww6xfd+S6JHTlm3O+5bkTn2N6n4YA9B63mml3X0jgk4H0+KBH5VR8lExlXRARERERERGRSqbkkJSbsRZbBatz9RyzlLTVi0gZ3guvps1ot7GYEW9OI33r2kqvu6ysdbpQWeWGREREREREpIZSckiqLS9vH6KTWpD8+UQu/nYJ/9fqTkb8B3PuudTToe3lcoa5GS1lLyIiIiIiIjWUkkNSbhM7RpPSObrK620w5AIA2n8znvzsXVVe/6EYox8lERERERERqZn0jlbK7ccT4vluUEKV11u7UVvGn9SciDzLlBtPr/L6Dya1W2ua3gi5TRt6OhQRERERERGRI6LkkJSbT0ExvsWeWTWs1bs/sSUYJmyb6ZH691cUFMDyaCAwwNOhiIiIiIiIiBwRJYek3J5/cR4vvDjfI3XXSmxGtycS+Topi3/P7UJm2iaPxLFb8JpN3DEJfNN2ejQOERERERERkSOl5JCUm7GVuJZ9GTzQ5wF6r4MBI2ey5Id3PRYHQMjyNbzwN/huSfVoHCIiIiIiIiJHysfTAUgN5NncECM6jqDLHWHw2wUU7Ng3KeMqLsLLu2Jv67ysdBZ+9xaZY/9kfkAGX3YN5Hq/3jRYvZOgb34AwC8krELrFBEREREREakqSg5JuRlrsR5cut3LeBFfryUAAR9/xpUt8lixcwV3PT+FPisLKVi8gJgGrfY5xrpc7ErdQGh03cMmj1zWxabMTWxcPpvcN1+l1bdj6ZTlzLEUVBduiYPOM6Zy8Sin/NKEAJp2G1zxDRURERERERGpAkoOSY0UFpsIQKelmfw660sa1+9AoY8hPB9o2JqdgYaVo78hO6E2RbfcRL/f5hPuco79838XknX+MDLzM2k0di4+1lCYMobQVRuotS2TO09w8V1zF4NWwF+fQ44vTHz0SlqPeIAWtaKZsHUewSdsYtop/xHVugsNu52E8dIITREREREREamZjLWeWXXqUDp37mxnzqweq1HJgZ69pBHefv7c+f4ij8axctJvuIoKqd9jMH5+gaRvWs2CCwfSZPZaYjNdnHku/NgS5r0JcTmGzXEhtF2RyeQE6DXCOUfmkxBSCIVesLxeEBl1Ipl9Xl/o2YvG3jE0yvanXqf++Adr2JiIiIiIiIjUbMaYWdbazgdsV3JIyqvHBz0I9Qtl9MWjPR1KqX5d+itrM9bSrFYz6mcYGrdLxsvbh+XjfoS6ddkZZIgMiKRw5nR2LZtH87OuJaJuA0+HLSIiIiIiIlJpSksOaViZlFtIViHBQcWeDuOQTm126kG3N+k3bN8NJzWBk4ZXQUQiIiIiIiIi1ZOSQ1JuL7+6hNzQQLjK05GIiIiIiIiIyNHSLLpSbqb6jUQUERERERERkSOk5JCUm7EWPLiUvYiIiIiIiIhUHCWHjnObMjfxyqsXMOHEZmSmbSrbQRZQbkhERERERETkmKA5h44jmWmbWPDZi+TPmkb47IVMSrDc1CuDOyfBrf/A9JFvEdqwOUsiivhty3jMv/9yUUFzkt8ateccxa5iilyFWGWHRERERERERI4JSg4dg7J3bmPj3AlsX7WQGa0iWJO+hqSfx3H9O7Pp4XLKLK/rT0Tn5tzbawgNa22Fvz+i6/VPAPDxCfBlcgAf/JtH8oI1pDCE4CmzWBacx6Un5XBxp2JaN2hAVw+2UUREREREREQqhpJDNVh+9i78AkMwXl7kFOYw/e7hRP/8N83XZtPUnQS64WpYnBjAbRkRzGlVi6wenejw2Hs0iU2kifs8hb1zSJm9Bvz88G/akks79+LhHkOYMb0HLJhH8tt/si3Ei7WDm3NHj6E0OLkBgxsP9lSzRURERERERKQCGWur39JTnTt3tjNnzvR0GNVOkauIopws1kwexdb/e4p+vy+g0AsSnq3NtuxtZDwFIQUwYWgbfHr2Jqx5O2K6JFM7vglepvzTS2Xt2MK6aaOJbdWNWonNKqFFIiIiIiIiIlJVjDGzrLWd999+2J5Dxph6wKdALM5UxO9aa1/dr8xw4B6caYozgeustXPd+wYDrwLewPvW2meOsi3Hnblb5nLCZyeQlpPGmpeheQY0d+/79cRETmkykKSIJGZF7KTtsGvpV0GJnJCoOFoOuaRCziUiIiIiIiIi1VNZhpUVAXdYa2cbY0KBWcaYv621i0qUWQ30s9buNMYMAd4FuhljvIE3gBOBDcAMY8wv+x0rh5H298+89kkaL55Vh3mD49jQthuRHXrQoNdQzgyL4szdBft5MkoRERERERERqYkOmxyy1m4GNrsfZxpjFgPxwKISZSaXOGQqkOB+3BVYYa1dBWCM+Ro4veSxcngBG7Zw/kLo/uEnJD16oqfDEREREREREZFjSLkmojHGJAEdgGmHKHYlsHvt83hgfYl9G9zbpBxsYSEAXn5+Ho5ERERERERERI41ZV6tzBgTAnwP3Gqt3VVKmf44yaHe5Q3EGHM1cDVAYmJieQ8/ptniIgC8fZQcEhEREREREZGKVabkkDHGFycx9IW19odSyrQF3geGWGu3uzdvBOqVKJbg3nYAa+27OHMV0blz5+q3hJoH2SKn55C3n//Rn6y4ADIWQtpkyFoNGQug/oWQNBy8vN1l8mHLPxDdHfxrHX2dIiIiIiIiIlJtlWW1MgN8ACy21r5USplE4AfgYmvtshK7ZgBNjDENcJJC5wMXHnXUx5lCX282hoKfX0D5DrQWcjdB9hqI6gTeATC6B+yc7ez38oXgJNj4M6z7BrJWOomhnPVgi6Hd09DiDshaA9vGwa4lzrlCGkKH5/bWYUzFNVZEREREREREqlRZeg71Ai4G5htj5ri33Q8kAlhr3wYeAmoBbzq5JIqstZ2ttUXGmBuBv3CWsv/QWruwYptw7Fs4pBMnmE9Jqx17+MLpC2DOfZC5FLLXgqvA2X7qcghtDM1uAVsEMb0htImT2MlLhX9PBK8AiOwAIRdCZEeoOxjGD4NNvzvn8PKDoETnK2s1/NrEeXzayn0TRK5iyN0A28ZD3jZoeiN4V0CvJxERERERERGpcGVZrWwicMiuIdbaEcCIUvb9AfxxRNEJAMWuYgB8vEq8XDvnwIzroTgXontAYF1o/SDkb4eds6BWd4g/FYIbQEgSBMQ5xzW85MAKAmLg5DkHr7zRFZBwGkS0d3of7R565ioEv0jIXg3TRgAWOr0KvqHw312w9OW958hcAV3fOrqLICIiIiIiIiKVoswTUkvFs9ayOWszEQERBPkG7bPPtWMehSm34levNYN/Gss5v0JQ8q3Q+y1neNioDnsLZ62ChDOcx7X7wBkbK26oV70zD77dyxdOnAS/t4BVH0JAbWjzqJMcSjgdwppCWHMY0x+2jqmYWERERERERESkwik5VEUyVk9l+//dQMjCFQRtySEgrYjzLvDhh7AiBiQlM+aSf1l7XzeKGgfSP3M1H3y5gRNnWmAsLdzncKXPdBJDAO2ehMhOENMTfEL2JoOMV9U1KqwpDNsKPoHgE7x3e2w/5wvgpBlOIklEREREREREqiUlh6qIPasfDf8rwBUAubW92JEQyIAWp/DIF9/RJiWFrBf9qD+/iOIEWD8CfjinD3E583CF+JFRPxG/PgPpftrTe0/Y6n7PNaakgOhD76/VuWriEBEREREREZEjouRQFdkW5kVuOx/iZucT7OVFMHADsPS/TpAym8CVRQCMPnMgq25+jwaRDeBuj4ZcMQozYfzpsHUs9PgMGlzk6YhEREREREREpIQqHIN0fOt3agQPPnoJxmvfS970tRlkb9+Md7YFaxny6j9OYuhY4RPiTI4NMP+RA/cX5VZpOCIiIiIiIiKyLyWHqkCRq4gtWVsI8Qs5YJ/x8iI4Ks4DUVURY6D9U85KZ1krYbl71bK0afBjXfguAnI2ejREERERERERkeOZkkNVIH3ZJFwvw8VjJ3k6FM/p8IL7gfuW8wl2HrsKYOZNnopKRERERERE5LinOYcqUf6O1Wz/73fyv3+b6AwIDazl6ZA8JzYZLih2kkEAEa3htBXwTSBsn+rR0ERERERERESOZ+o5VEmen/Q8GX0bUveEm2jw1kIAvFt083BUHma8wDtg73PvAGj9P7DF4Cr2XFwiIiIiIiIixzH1HKokfer3YcnZ/Uk7xeLVpB3hXU6hcbsTPR1W9dPmEWj7GKx4H3bMgK7veDoikeOPqxhy1kFeKviGQXhzT0ckIiIiIiJVSMmhStI9oTs88q+nw6j+jLvzWsZCWPEuNL0RItp4NiaR6qIgHbJWg3fg0Sdslv4fzL4DBs+AnfMgfS60exq8/WDyBbBu5N6yyaOg7uCjq09ERERERGoMJYekeogbCEtfgTVfQXslh6QaWvQcrPwATl1aufWseBc2/gbbJkBhurOt4RXQ/YPSj8nd4iSRstfAriWQOhHqnQVNr4edc2HyhZCxyCk7qoP7IAMt7wHv2tDibogdAN5BMPVSSBkCF7hg/fdQqxt4+ULBDghr4axAKCIiIiJHZ9UnUKsrhLfwdCQigJJDUl3ED4WAOFj0NNTqDAnDIH87+NfSm1GpHpa8CHnbKv68rkJY8AQ0u9m539d9D7sWQ3QPZyL34CSIaOskptb/BE2ug8ylYHygmXulvz/aQH7a3nOGNnWvCAhsHbs3MQTQ/SMIbQK1uoOXt7OtVmfnC2DrvxDZwZkLbPHzsH363mP7/er8rIqIiIjI0Zl6mfP9QuvRMER2U3JIqo96wyB9AcSdABt+hAlnQZe3oMm1no5MBJIuhhVvl/+4nI0w62bIWAwt74aE02HOvXt7+mQud8olnuMkh/r96gz1KiljEcx9APK2wqbfnG1RnfYmhzq+BL7hENLASSb5hu49tvmtUJzrJHriToCGlx063h4f733c8j7YlgIBtZ36141Ucuho5G93eoU1vNTTkYiIiEh1seZLSLrQ01GIKDkk1UiXN/c+jmjnfJ9xHWyfBs1ug8i2nolLBJz5sewRrKq3ZQys/wGiOkPciWC8Yd137h5BbSD+VIjpDRGtnfL7J4bA6QnU71dInQwBsU6PooDYvfsbXHzoGFrd53yVV70znC8An1Coc1L5zyF7TbkENv0BgXWgzqAD97uKnEReyeSeiIiIHJuS/4SUwbDiPSWHpFpQckiqp9BGUP9CWPslrPoYQhpBQAzsnAN1h3g6OjnWFeVCUZZzz+22+PkjO1fBTud78igIiHYen729fOfw8oFaXZwvT2l2ExRmwZTLnB5KbR72XCw1lXV3G1/8vDPH07qRzrxOBTucnmS5myC2P/T5EXwCPRuriIiIVK66J0GXtyFMq8RWO9bCf3c6Pe6Po8WSvDwdgEipenwKZ2yE8/Kh9YNOkijlZCjI8HRkcqxb9Az8UHvvm3mAoHrO99WfQ2Fm6cfmpcI//WFkuPN4wWNOr6NjoTfIuFNh9Scw/5F9r42UTdwA53v3TyBzBUy93Bm2V5TtTPzd/DZnKK0SQyIiIse+b4IgdyMEJcCu5Z6ORkrKWQ9LXoI598Oar2HsyZ6OqEqo55BUX17eEFR37/PdWfWlr0KbhzwTkxwfjPtXo6vQGeZVkOEMBwOY4h7C1WgEdHvP6Rm0fYYzH1DcIKc3yLYUd9lLoNGVzjBJb/8qb0aFO2GsM/fQwqegOO/wSYzMFRDcYO/E18e7mL7Q/lmnR1pQXTgvx0kcStWy1ukZiAHfEKdH3OY/nfm/8lKh7WPOdhERkcrkygfrclaV9YuE/n96OiLZLX2B8z3xLFj1EWwZDTkbnETeMUzJIak5ors735e+6l6C+xh4s11ZrMuZADmwDvhHeTqammfVR873b/yhx2dOkgcLke2doY0AIQ2dpNHE82DL3862Zrc48/80vQmWvebMH9PhOQ80oBIFxDnfi3PAy89JimWvhsyVzvfCXdDxRSd5NO5UZ56i2AFQ95SqSRK5ivfWs/wtyFoFsQMhppfne29Fd3W+dts/MbT+J/jvLhg4BoITqzS0Y15RDuz8Dzb9CSvfdVYebPUAtHvCGb48/Zq9ZXM3Qu9vPBeriIgcH6wFDHj5w+a/nOdapbl6mD7C+R47EPxjnOTQxt+O+YWSlBySmiOwDjS6Cla+B4uePT57DxUXwI4Z4B/tfMKdv815012cBxt+dla/SpsKaZPAyxfaPuH8EsvfcfAkUXE+5KdC9jpnaEt4C/Cv7fSW2TnXSTJFdaictqz9Buqd6cRZ3ezuNRDd00kqdHzRmRQ6Ntm5lnlb9s7/0/YJZ9jjxHOcxGW9M6Hz/0HbR8E3wlMtqDy+oeAb5txzC+6CpS/vuz+4gXO9jDfsWuJ8LX3V2XfaKme+ovwdzj8/OZsgKB78Ispev7XOfenlDdnrnWTKum8gMN5JxkV2gIH/OGUXPuV8yrP4Bah/PvT66sjbbV3O+X2Cyx5nwU4nYZa1xklS5W6ExldDeMuDH1OUCVkrwFVw5HHKXv/f3n3HSVWe/R//3FvZwrIsLJ1lWYpUQUARQTBEiWIBe43GGI0liSkaTWJMeaJJHk0xvyS2mMQYS+xib4+IlSYgAkrvZelb2IUt9++Payazu7Bsm53ZYb7v12teZ+acM2fuWZjZPde5ruveMdtm2svsa+WdS39r69O6Q+/zQv3r2g+0jK6882FGgT0HYPOrkHNsqFeYiIhIWHm7UBS84L1zbu2LSBJ5VeX2d2PZFsv8T+8V6kFaWRLdsUWAgkMSW0bcAT1Ph+5HeFPqA3ss0LNnCeRfbL84Ft0GS+6ovV/B16DzeKjYAx8HpsdO7wU9p9m05X2/Cq8dC7vmBbIUEmDEnTDkZtv3xf528lzTic9YgOOLP8HWt2D6uvC/v4oi+OAia9Lc49TwH7+lup9qJVFTPrDHg74X2paUARm9Q4+Dv8RH3mX/BkmBwFJKx8iMNdIKvmY3sGntM/sGbv0gow8kpdu2hGQY/x/7v7nmEcu6SkiGDy+DtY+Gjjf0NhjxPw2/bnUFLPoxrLgfxv4N+lwARcssMJSYbsG6dl1tVrig0xbB9vdg1nRY94RlgSU04tde1X5rEN2+v+3/xZ9h0a0WQP3KXOg0pvb+3ltt+ta3IPdEyBpgmSnPdau9X3K2Hfu4e+t5YRc6XktUV0DpOvsjpuPIlh0r1uzbBEVf2Pfax1eEsoN6TrP/n92m2IQHNXU9yW4AX3qd//47zJwK+ZfBCY9E8A2IiEhc+O/vemcZ51vfgsqiqA4p7m18EWadZfeH3GqtIZyDxHYw6vd20fgIp+CQxJZ2uTabz/I/W8bL0B9Hv1SkLu8ts6RktU1NnTvB1ick2lTkqx60E8+uk+1LJ5iJsXMefPI92LMYKmo03c4dZyVMHUfC4JsgMc2udKfkQMejIa2rBSJOX1r75Dyo51kWHErJgf07YOX9oeDQ4FvshD0pE/ath13zLfMDrGRo33p4zMEZX0DWwPD9jPZ+bsuV98PM06D9AIvOl661Kd2P/0fol2Y00mt9Nf89QWysgsstkNcWM6FaS7fJoSbLh9LnAlv2vya0LnsE8KiVp+WOt//DW//Pynomvw5pvezzk5Fn/wfmf9cy4Yo+t+CMS4Kso+xYuePh3B2Q2unQr5+aA72mwQmPNxysK14JOz6CwllWVuirYNo6G0dCko23ZBWsfzIUHJr/PZuavnSd9Q0A6DAUTnnfXvuYuyAj34JnGX0bUeIZ/D/XQHCooti+Q0rXBj4zw+17cd9meGuifW6rK2zfKbOPvKuQ1ZU2s1vpWvs5bP/AvsNG3W1NvoNlnmDBOrDv0dxxDR+7+5TQ/ZSOsPbf9r2amguDbgzr2xARkTi25XVbZvS2C7uZ/ay8TKLno8ttWfA16z9Y82/6mheKj2AKDkns2TYTFvzA7udOsEyituSdU60utaaJL0Cvs+xEZvOr1qel8F1Y/DM7cc2/yE589++w0ob2A+yksv0ASO9jx8g7z26HkphiJWGHMvyndgMrc0msETw66lv1v4+eZ8LK++z+/Bth+C+sGXPZFjjhUeh1Zmhf7wPlaesguYOdWNc3HoDts2w5+CbY+LwF0ryHzMB7PrAXnukMvhKG3W4n7u26wOg/wK4FsHM29P9m0wNHVeWwd4mVzKV0hN5nh7ZVV8Gy31rAsXRt044bFE+BoeYacnMoOAn27/7eOVZONaMf4OzfdeoS6DAIek+3f7P8r0LOaOgxNdSoPimjcWVe+RdZadfaR6HzONi/014vMc0+UyWr4cUBof3bD7C+ZsGA0oBrrXfSjAKbhj7YR8olWDCo5xmBAO4oy2AKZicNvqlpPxtXIzhUXWFjLl1jP5Pup9imN0+E7e/Xft6gH1hwKLGdzXrW7csWRFvxVyhaemQFh6qr4MmM2qV3SRnw5XcABwVft0C6rw70uvpK818r70L7DlxyJ3Q7pXHBIe+tPDAhVX3xRESkfmWbbNltigWIzloZ3fG0BYWz7O/8AdfZuU0kHdht2e4FX7OL1HFKwSGJPT3PgJPfg7dOrJ1hA63byM17a8Jb82S0dAMs+pGVMRz9S+th0Wua9RTpNBa2vGpToLcPnHj2vdRuuxfZiWp6HnQea9u6ToIzlrXO2IOaUurUcypcXA3b3rEgXPFyy9goXg6bXrBysIRkKxma9+3a/xaJ6XD2JuslU1VuPY1K1tg+vc+xDCWwk+mLDgAJBzcr7ny8nQR/9ku7otIjEAQs+hzmXmdX+DMLGv9+Pv56qNE0WGDgzBXWD2fZXaF1Pc+CXmdbwEBan3Nw4rOWIbRvHWQNts9LYjvb3vVLdmup7R/Ax1+rva7rZAsOZRbAhKcsINthyMHZd2DZP5PftOBE8Htm1O9aPq6a0ntZUDYpA96eHAoC5U4IBYcyCyxjKntEKCupXVfblpoD4wMle1Xltl/nRmTLxJKEREv1Tutm2VgZ+YGMycDMefkX2S0cRv/RAnwZeVYOuPgXsOsTmPSCzXBWus6+ExOSYP3T9l2ye5EFh3JGw6nzLMvJJWhWOhERqa0qkHGcEAiClKyxLNhgf5t4U74D3ppk9/tcCAd2WYuL5A6WLTz8Z1buH27VFfZvUbbVsrc6HUEX1JpBwSGJPS4h9OVQtNyWm16yE7/qSjhzeaihaEtU7rMv6h0fwIbnYMeHVqJw0kuw+mH49Hb74qossZPX4FTnA68PHaO+k5SOI+zW1jkXKhvKHgaTZsBTHWDVQ5A90jKPupxkJ9gdhtrPPyndAmIlayw9c+9ntY855SNo1x0y+x9+KvTJb1mZT4ehtX9RJnew5QeXwlc+avx7KQxkK439m/WlyRpsVyXKt4X2yRlj/7eyjrIGxhIZzsGYe1r3NXqeDsN+auVBmX0tyFIzuFhfVl5N3U5uvfEBdJlot+KVFhjKOgqOvdc+K0HjHm7csRLbQf4llvWy/hk4bX7rjDmSPrjU/mg7+heReb3E1FB/Iu9h6f/aBYLHalyAmL7JMtmKPrffB30uhPVPWQC8stQCRtvescCiiIhIULAcPZhl+vJQGHiDlaTHo/3bbTn6HrvoNeca2PRiaPvmV+C8neF/3WV3Q1oPKLjC+rIG24HEKQWHJDYFZzeqKrNlcgcrI6jYC892tdKsCU9a8GjrmzZrzb51kDUEBv/AAgAVxXYSltbNSr2KltmV4HH/tqDBJ9+DlQ/Y8VNzLZsk2I9i/3YLBnU+HvpeAX0vi/iPIGomPGUnQsFZzDJ6W8ClrsW/tCyM3ufYyXh6Lyh832b/ScmxErLDSUwNNYmtKZhptX/H4Z9fVW6/SPZttJO04T+HnFEHzxQ17mE49q92xaBuo1o5cqRkW3ZfLNi7xJbH/L7lWVMVJbD7E5sdsM+FtbdVlVuwt9vJ9n12zN3h7S0WThuetynnUzpE5/UTU+CcLfDZHRbMTM6ykt/geIbdZjew/2drH7PvlJ3zrMnoqr9bo/tgSaSIiMS3qnJbBvsMJbYLrYtHwZYOmf3t9+yEp6wyI6M3vH68ZfV4bxULfS6sXbq98FabkfSk1+xcrbFVJNWVNtlJRl8LDgV7ZcYxBYckNiW2g9OX2JTuAF1OtBKhuTfAtv8LlVmsetAiwqmdLBOocJYFAAbfBHs+hTdrRIcTUizjpbIEEnOgzyWWKZRZEOgjUqOfzOCbmt5P5EjRfUrtpq31GX77weuCmRdZA5t/EpraCfpebj2bDqdyH7x3bo3XnlJ/EC8pQ4Ehib6NM+xK2ZfegDOW154Vr7l6TIWlv7bZAVf93WbbyB5q2/bvst49m1+xx7sXwVmrbCrdnR/D3qXWNL/z8S0fR01lWyx1vjGTCVRXwIp7LVif1jO6GX3JWXDMbxveL627XYQAKzPe+BzMvsoeT5kN294KNTIffDMc9Z3WG7OIiLRNKdmWDZtYMzi0P6pDiqpgg+607rZMTLVJSwDO+Nx6NB3YZTORlm22c7N9G6DLJKsgAZh5qp0jNDbLeuNztux1VvjeR4xzvqVT5raCMWPG+Hnz5kV7GHIkKF5pJz9Zg6xJ8sYXrAdHek87Mdr4nP2B3m2Kra/b90bapsL3bEarvPNh82sW9d+9wLK4xv0TtrwJm1+G/Ett9rfZV9n/gdbu6STSEuuehA8utAyegd8OXzPGpf8LS+6AY++z4Mqyu2z2tYLLA+VP+2DO1TDgW9YE8sUBgUbYAWdvDv2x1hjeWwBow7PWPL50jTXXHv+4BfLnXGt/yPW/xsr9ckaHnltRbH190rpZWd2qh2D2N6yH2+Q3297slA2prrKroWsehuRsuzK5+BeweyFsf8/2OW1R6A9gERGJTy/0tR56J8+M9kiiY+9S+7thyC31T/BSUQJP1fk74IRHrV/otrdh1nRbd8G+w7euCHqhr/2OPn3JwZUFRzjn3Hzv/ZiD1jcUHHLO9Qb+BXTF5td9wHt/T519BgH/AEYBP/He311j243A1dgcvQ967//Y0GAVHBKRBu35zKat3hX4rkjKsDrlflfBu9Ng0ww4e4udZO6YY4208y9tvYblIi215pHQNKrn7Q6Vz4bTvk3wfC+733EkDP3Jwf2W9iyxJsvL7rLgzEmvWgP6xirfAc8G+oSl5NgfXBn51kg6eyi8UFA7+HSJtyDu++dbCjlYf6ijf2nZTEWfQ+9zQ7PAHSlWP2y98o76rs3E2Fh7l9qMe11ObK2RiYhIpL2Qbxesz9sTvRLqWLDhOWsjkt7bgmnpvUKTmKx5BDY8YwGjhHYW+PFVh65W8B6eSLFej19+O6JvoS2oLzjUmL+0KoEfeO8/cc61B+Y759703i+tsc8u4DvA9DovOgwLDB0HHABec8695L3XXH0i0jLb37cyj8E32TTnNa+8VxTZcvPLgbKY446s6bzlyJTRx5a5463sqjWk97Qg6dpHLXvl/fPhlA8ht8asZsGyszF/hqT21veobBukdT30MUvW2h9jpesgezgUXGmB2g7DAs366wRkT3kf9q23WUg2zbCa/w8utsBQQjL0Pj9Ughorzfubo+AKK1vOGgTbP7L3eaiZ8mraOQ9eP9Yyuc7eHJlxiohI+C38kV3oPCnQdHni89bjNN4CQ77aso13fGRZzV0aaAjd++z6t+VfZi1BStbAm+ND5wPDbj/0ZBbT14M7wi48tVCDPw3v/RZgS+B+sXNuGdATWFpjn0Kg0Dl3ep2nDwZme+/3ATjn3gXOAf43PMMXkbg14Fq7HUrwxDopxkpQJL51mQgXlFgWXGs6/mEY94g1qq4oCTV5ryuxnWW0bHwRZp0FUz8LBY4ADuy1FPB5N9jkAEkZVpaWkHT4PjrpPezW+Xi7cuccjH/Cegf0OC2877Wt63IirH/agnRTF9uskDVVlQMJVmJYXWV/QIM12N/6tpUFDvlhpEctIiItVbLKbkGpXWDx7dDvmvi4oLntHVhws7WF8NW2rs8lDQeHDsc5m/CmvNACRe262c/0s19aRnLNDGTnmlYyHyeaFCpzzuUDxwCzG/mUz4A7nHOdgDJgKqB6MRFpXWMftIyEnnXj1SJtXGsHhiDUW61mr5/DSeloy/fOthk9ekyFQTfajIGzv27b+l0Fxz3Y9LLN4P7Zww4OjMSLxEC20K5PrEy29zmWFbnk19ZPLSnDZtrcNdeyuQA6j4f3z7Vsq84ntOyPaRERiZwDe2yW5aryUDkUQGWxlXJ3nRwfwaGybXZhacD1ljGFh7wLG3xao7TrAsf+xe53PNpmM/NVsPlNmHs9jPyNVSB4D0NuDmVuS+ODQ865TOAZ4Lve+6LGPMd7v8w591vgDaAUWAhU1XP8a4BrAPLy8ho7LBGRg6V1s2a3ItJyOaMsQFG8wh4HG0Vm5MEZX1g/oXA1z45HweDbx1fYMnu4Be6yR9gfrKXrLDDU/VQrwXOJ1mhz/BPw6jGw9Q0Fh0RE2rrS9bDoJ7D233DM72DvEpsQIij4u7W6Ijrji7T8i+zW2npNs9vuT2HmVFv3QeB1U3MtOCT/1ajgkHMuGQsMPeq9f7YpL+C9fwh4KHCcO4GN9ez3APAAWEPqpryGiIiItJKkdDhzJbgEuxoXlJB86CaP0jSdx8KkFy3wk9YNskfa+p5Toeda2LcRElLsZ7/6X9DxGEjpZP2KcHal+ehfRvENiMgRbfH/2AQJ3U6GDoOjPZrYtexuCwwB5J0LC35Qe7uLs+CQr7a/KyKl49FwcZXNeJySbY2sUztF7vVjRIPBIeecw4I7y7z3v2/qCzjnunjvC51zeVi/oeObPkwRERGJmrRu0R7BkcslQM8z6t+e3it0P+9c6H5KqGFp5+OhWHN8iEgrKVpuPVuCLtH1+2bbv9Mybc8K9Bk6/uHa060HM4f8ERwcqiyDHR9Y/7x537aJGE5+N3Kv7xKg66TIvV4Makzm0Hjgq8Bi59zCwLofA3kA3vv7nHPdsF5CWUC1c+67wJBA+dkzgZ5DFcAN3vs9YX0HIiIiIvEgKaN2X6oRv4ayTdEbj4gc2YKNgnHWG0aab+9nkJITypYpuLz29oSUwEQqEcymibQlv4Ild4Yedxha/74SFY2Zrex94LAdJr33W4Fe9Ww7sXlDExEREZF66QqoiLQmlwhZR8GoP8TfbJLhdtpC2Lu0/u2pOXBBo9r6xq79O6zPz8kzIb13aHZhaTOc920vPXDMmDF+3jxNaiYiIiJSr/07Ycvr0GUSpPeM9mhE5EhVXQnL/5+dzPe/OtqjiT3bP4L0Hg3PilVRDO9faCVmk16IzNgirboiVEInUeOcm++9H1N3fZOmshcRERGRNqJ0HXx4KSSmwwUl4A6b6C0i0jSrHoKS1dB5PHzyfTupV3Co6d48AQZ+C8b8v8Pvl5gOW16NzJgibfuHsONDGHxTtEcih3EEFzWKiIiIHMGyh1uKftU+eDwBdsyxK/y7F6lRtYi03OxvWI+Y/YUw6PuW9bFT1R1NUl5oS5fY8L4JiTDgOutNdKRZcS+suD/ao5AGKDgkIiIiEosSkuHM5aHHRZ/DWxPh1ZHw6qioDUtEjjAJKZB3vt3fOSe6Y4k1+zbaMndC4/Zv1w0O7IKqA/a4uspusW7/DptCXto0lZWJiIiIxKqUbLiw3K7o79sIOz6y5b4NNtOQq3EdsGybLdO6wvYPoHSDNZlN6RCVoYtIG+Y9jHsEKkuhz8VQEWiWvOfT6I4r1mx41pYN9RsKCmYNVeyB+bfD6n9AZl84fVlslw5X7FVwKAYoOCQiIiISyxJT7dZhEBx3L3x2B3x6G/gqKFoOy34LHUfB6r9DWi846UXrVVS6Do66EUb/MdrvQETaGueg72WhxykdYMpsyMyP2pBiUrCsLOeg3r+H1uNUSHvKmn+ndYfqA1D0BZRtju2JBypLoF3XaI9CGqCyMhEREZEjSVIm9P+mXfkvXg6r/wnzvwO7F0JSmu0z/glb7lkcrVGKSFtWXQGFs6BsS2hd5+OgXRe7v+sTWHALzPtOqARKDjb2AbiwrPFZP+37Q955kJQOQ2+z7C2o/e8QC3y1/e7Z9LI9zhqkqetjgDKHRERERI4k/a6E4hWQmALdp8CXZ8KKv0BaDyi40vbpfDz0Pg82PA17lkD20GiOWETamrIt8NYkOPav1iQZYM2jsP4/0PdyeP/80L4lq2DiDGuoLAdLbNe85yUkWkkZWB+iWLFrPnx4mfXByzsfep4OR/9K/apigDKHRERERI4kyVmQM9ruJ7aDrpNgwpNWPtZxRGi//IutJ1Hp2miMUkTaKu/hlaPtfnKNnmQr/gKbXoSEVBj1Bzh9ia3f/AoUvtvwMX11jcfVsPJBWPQT2xZJ3sOBvVC8qvVfe96NsPKB5j8/ewR8ZS50Hhe+MbW2hbdaYMgl2ix3AFkDa5cpSpukzCERERGReNT7HLj4CJgFR0SM91a+tOROKN8Bo3/fvONUllgD4a5fgl5nh9bnXWBN78s2waDv2rpLPHx8JWx9A9rlQkonSO8BK/8Gax8FqmHfZti/3QJCZ2+G5Ex4Y1wok2T9U/CV2ZDS8dDjqa6C3Z9A6Xro/hV7fkvMvR5W3mf3J71kmS3h4r0Fy/Yugf07YfmfoN/V0P+a5h0vOROyh8G2dy3AEswkassqiq2x9nk7oz0SaSIFh0RERETi1Z7P4It7YOiPILMg2qMRkZZY/AtY+mubhbB4ZfOPs+E5W+Z/NdSnDELBm6LltfcvnAUlq2Hpb6H3uXDi0/Z9sneJ9dDJGWWznpWuCwV2BlwPPc+ET39qZbCrHrJjjPnLwf15Pr/bslEAkjLg/OLmz9y15t+hwNDwX4ayLMPFOVj8c9g1L7Su07EtO2b5dph5qt2/pEamU9Fy2P6+9ShKzmrZa4TT2L+Br4z2KKQZFBwSERERiVflhbDqb5B/mYJDIrHKe2suv/5JK+VJzICq8uYfr+9lcGAn9J5ee33vc6FoWahUKGjUH2DWtMA+59my22Q4t7D+1yi4wpaDvm/BoR0fwYp7bWbFir2QkWf9aiqKQoGhzuOspK1qnwWJmqNwli1PWwQdj27eMepzYDckZ1sZb0o2JKZBQoqV77ZERm8rL9u7GN6dBkf/AjqOhJeOsu2+CvpfHdo/mEEWXEZa9rDIv6aEhXoOiYiIiMSr4OwxlSXRHYeINF/hLHh1hAVuMgus11hVWcPPqz5Edsf2j2DnXBj0vYPLvJIzYeRvQjOWBfU6y2bkOr8Y8i9q2tiT0q0XWrC30ZyrYcFNsOHZwPb2MORHMOUjmPIhnPxO8wNDYEGUE5+xwNDm1yzwVFF88H6rHgpNQ98Yn/0Kns6BtyZa6VdKR/t3aGlgKGjYT60sb9MMG3fpOlvf6Th7T9s/grcnwysjLAOrogReGW7ZoZG093OY+y3r5yQxR8EhERERkXgVLPGYe110xyESb6rKobKsZRk+QeXbbDnuEevdk5gGZZttOvq6qivh7ZPhyUx4KgtKN9TevuhHsPCHTR9DYruW9QLqcaplEU18Ac7ZDuMft/XOwcg7bYZFgG3vhBo8e2+Bncb+DA/stqBF5xPs8fb3rRTu6Y5QtjWwzx4ofB9mfwMW/qhxx905z8rjAI69t3HPaaq8c+Hiaisr63QcvJBv6/tfAwt/DG+eYD+bDkOg6AvYt8HK+l4ZDrs+aZ0xHUrRMmtcXlEUudeUsFFwSERERCRetR9gy30bDr9fW+W9NauN9GxHIi01oz88mQ7/SbOGzC3R5wK46ADkX2JZNek9rFR0/w7YswTmXGtZJQf2QEISFFwJWYMtu+jVkXaMsm2w4XmbdazmDGWRktIRRv3OspDada5/vw3PwpxvwmMuFODa9YkFaB5zsOmV+p+74Gb48GLYG8im6Xu5lWv5Kpg1HSr3wae3w1sn2vaukxs39r1LbTnijtYtqQqWiHU5EXpMhclvQ98rIK2bre862YJqPadCRp/Q814bHblgzbZ3bFk3u0xigoJDIiIiIvEqIRmmLoaJM6BoBax/pmWNbCPti3vgiSSo2BPtkYg0zfCfQW4gCPH+BS0LcBa+Z4GNYAnT4FusD9DOufDKMFh5v520P93RMmf6XmolWont4MAu2L0I3jkF3gvMTNbxmJa9t9aUfxnkHAu9pkG/b8DwX0B6T+vtA1C+tf7nHthry9yJtswaaM2zAbpMtIyrLoFtqbnQ/ZTGjam63BpCD/xO099PcyQkw0kvW1+nhCQYcAOcvRW+9EZon6R0yzQa9AN7vOWNQx8r3ErX2lLBoZikhtQiIiIi8Sx7mN3mfNPKNbqcZH09YkGwV1J1VXTHIdJU/a+22zunwZbXoHCmTR1fU2MbCi/+uWUN9bvKHickWvZN8XJrkDzsp5CZD5n9oH2/wD7JcMbnFixqPxAG/xA2vwzH3G3Blraq81g4dc7B6xN32LJyX/3PrSy2kqzElNC69v2tjC21k/2s886DM1dao/5nu8K0ddYcO6i60kr2StZYIKR6v5V2NXeq+nBISIS0rgevd86aV1fsjVxfuX0bLaspITkyrydhpeCQiIiIiMBRN1qmQeFMy2QYelv4Z/MJt5UP2rKyBDhMKYpIW7PmEUjtbD12StfZyfRjzgI4mf2gdI1lAp3xecPHqthr5VbB4FDQ4JvsVp+MPqHyo76X2S1WJaXbsnTNobeX74Atr1vwu666ZWzt+4VKbudeZ1k6APO+YzOq1ZymPaNPdANDDUnKsEDXqr9Bwdda//XaD7S+RxKTFBwSEREREfuDvt83YN4NsP1Du8re1v03q0I9hyTGLLkDskdCj9Mga4D1AwIoWWUlStnD7US7MSqKIbN/a400NiS2s+W+TfXs4G3Wsw5DG3e8gith4S2w+RVY/TAUXAE5Y2DwDyAjv8atTwMHamPKtsLHX7fsp6kLw3/8CU+E/5gSMQoOiYiIiIgZeL2VusRMSYCCQxKjqvaH+uQApGTDebutGXQw6OmrbYatulPK11VRZAGleOYSrP9QMOOnugr2F1rZ3Pb3rAH3yDubcDxn/Y2++CNs/8CCQwWXt8rQI6LH6bBrgQUlt7wKeRc2vmxR4oYaUouIiIhISEIylG+Hud+yE9O2rONIW1YU2SxDn/4MSlZHdUgiDSrbZv1qava+AQsQ1TxZX/xzeDrHPo+HU7614QBSPBh+O+RfDDP6WaP653rYzGOLfgw7Pmz68Ub/AS6qhLEPhH+skXT2VpvJ7LVRsOEZa7Y97l+2LZwzPRa+B0+2t6XEJGUOiYiIiEhtW96AFX+BnNHQ78poj6Z+nY6Djc9bhsVnvwK89V8Z/ccoD0zkMIqX2zJnzOH3axeYonzmVDh17qH38d6mM+8wOHzji3X9vwlVZZCSY2VfHUfWbirdFAmJYR1aVKR1ha6T4Lj7rZQxe6g1H//ocpj4PFRXWK+m7l+BzILmv86B3db/LTEtXCOXCFNwSERERERq6/4VW+4vPPT2XfPhk+/D2Idstp9o6XaKNVzNHg4XHbCMgS/ugf7XQodB0RuXyOFUH4D0XtB53OH36/9NWHATlNfzOQTLNDruvlDPHYEhP4z2CNqenNF2C0rKtEDO/50cWjfukZYHh0BZbDFMwSERERERqS01x5ZV5YfefmAPFM6ClffDMXdFbFgH6TTGbkGDfwDzb7TglYJD0tZsfRt2zrHA0PQNDe+fkGgzYQVn5StaAZ98D4pXwL71kDUIcifCgGuVOSRN0/UkOOZ3FsjJLIDMvvb/siW2vmVLBYdiloJDIiIiIlKbSwCXBJWlh96ee6ItVz8c3eBQeaHdOgy1DIr+10LuhMbP8iQSKUvvgoU1Mlp6nwdJjSi/SesBeedb+VjFHti9EDLzrZQyNdfKpypiYGZBaVsSkmHw92uvm321lRRPX9e8Y+79zAJMwYsLEnMUHBIRERGRgyW3h07HHrx+3ZOw6kHoOMr6VERL4Xvw9pfAV8FFFRbMSkyBnFHRG5NIfXbNs+Xkt2Hd440LDIFlBZWstuBnzhjLONIMU9IadnxoGWm+2i4QNNXgWzRrXozTbGUiIiIicrAJT0GXSQfPZrNphpUPdBhqPSa2/l90xvf++RYYGvR9SKhxvXPlA7Dg5uiMSaQ+nY6FwTdDt8kw9sHGPy85KzQrn3MKDEnr6XOxLXfMbt7z8y+CnlPDNx6JOGUOiYiIiMjBukyETS/ZVeS8c6F0A6z/D6x91EpdBn8f1j4COz+2E95I8h7274TBNx1c1rZzDqx6CLpNge6nRHZcEr+8DwVuyguhZK1NV1+61mbQG3FHFAcn0ghdJwM/tZ5WuQ00S6+rqhz2fAbtB0BKh1YZnrS+BjOHnHO9nXPvOOeWOueWOOduPMQ+g5xzHznn9jvnbqqz7XuB533mnHvcOadW+iIiIiJtna+G986FLa9ZsOWdU2DhrTbLTd/LIXuElR4s+snhZ1Oqa+MMeMxB0ReN279qP2x+FebeEJiuHpvtCQ8pnQ7ev9Nxtvzo8saPSaQ55lwHz/eB/6TBkkDwZ+ld8GxXeGMsfHAhLLwFVv/j4Aw8kbYme7gty7c1/bnFK+H1Y2HL6+Edk0RUYzKHKoEfeO8/cc61B+Y759703i+tsc8u4DvA9JpPdM71DKwf4r0vc849CVwE/DMcgxcRERGRVpKYapkQq/5mN4Bzd9ZuNtr7PFj/pE2HPPXT0PqKYtjxMZRtgr5X2HGCJ8c7AyULe5dA1lENj2P132Hu9aHHQ39iYxt9j2UH1dX/Gtu/fCtUV9mMTyLh5r19LnylZbAlpkF1BWQNhGG327ThGX0gI1+ZFBIbkjLhlPeb19A/+L2umcpiWoPBIe/9FmBL4H6xc24Z0BNYWmOfQqDQOXd6Pa+R5pyrANKBzeEYuIiIiIi0stF/gs2v2FTH/a46eBaa8U/YleL0PAsGffJ9K6Mp2xLap9NYKwGbdRZMehm6nQxL7oTk7MaNYfU/bTl1sc3OFCzdGXhD/c/JO996tbx7hmU+Tf00dFVcJBwqSywwdMxdFhwK6jXNbiKxxjnIHQ8r7od1T9j3fvFyOO5+6DDk8M+d/Q1b6ns2pjWp55BzLh84BmhUlyrv/Sbn3N3AeqAMeMN7/0ZTBykiIiIiUTDwhsMHYZyD8/fY/V0LLAjU/SuWLZE9wmYOS+th0yYf2A2bXrBsCrCMo26TYec8K0fodjIkpELpOjvxnhaYCS0hxQJM2cMaP+4THrVm1U+k2OO3JsGX/y/U2Feiw3t490zY/DJMegl6Huq6coyoroC8C6CDToblCLPqIdg1Fwpn2uNZ0+HM5fXvX7wqdD+tW2uOTFpZo4NDzrlM4Bngu977okY+pyMwDegL7AGecs5d5r3/9yH2vQa4BiAvL6+xwxIRERGRtqDjSDiznj5CGfmAg6W/Da37b3aRt6DQ3iWWGZTZ165YB014ClLqZCw1xCXYbcpsmDXNSszWPGIZTtvegZ5nWGkaNH/aZmm6/TttBrzNL1tW1/gnoM+FLTtm1X4oWQWZ/UL/puFWtgXmf9dKx9oPgL1LIfcEmPCf1nk9kWg66WWoKoP03pZB5BoozfVV0OcSGPDNyIxPWo3zjWiO5pxLBl4CXvfe//4w+/0cKPHe3x14fD5wqvf+qsDjy4HjvffX13cMgDFjxvh58+Y1+k2IiIiISBu36RXYv92CP+m97ZYQgYlzqw5YaUS7rrDhGZh7nWURLf45ZA2GlfdDwZVw/N9bfyzx7INLYN3jcPpSKPoc3jvH1p86DzqOgspS+/+QWGfuGu/teaVrAzOArbP7fb8Kw26DDc9a43SwDLXpG6Fdl/COvXQdvJAfepycbTP4jf1beF9HpC3atxlmToXht0Pvc6I9GgkD59x87/2Yuusb/I3snHPAQ8CywwWG6rEeON45l46VlX0ZUNRHREREJN70nBqd101MCZWk5Yy25duTbVk4y5ar/6HgUGtb97gtUztB77Ph+H/CnGssMLTlNTv5BGtyXlli2WbH3Wuli3OuhcpiSO1sZYnZwy2DByDnWBhwvf1b7v3MZgo7bzcUvgsffhU6jw1kn2XXP7YDew693Xuo2GOz4k1+2wJYmQWQPTRcPxWRti8xFfYsgtINh96++XX7jk3vGdlxSdg15nLNeOCrwGLn3MLAuh8DeQDe+/ucc92woE8WUO2c+y42Q9ls59zTwCfYrGcLgAfC+g5ERERERBqj4zEw9DbLTsksgKxB8Noo27btHej6peiOL9ZU7rPASnoPe+yroegLy7TZ8aGVCpashS+9Dl0n2+NgVk/BFXYD6DAUep0NW9+CnXMsCFSzse2p8yGtOyRnHjyGjN5w7F8skLPwVsskSsmGfRut3GXrW/DGODhjme1ftMLK2krX2jhL1sCeT+GCEutv9XxPaH+UBYVK10FFEUx60UoRReJRcPKAA7sOvX3RrTaV/QXFERuStI5GlZVFmsrKRERERCQiynfAs7l2/4zllpmy5XWbmS13fHTH1tY9kWKNmcf/B/pcAEvvgoU/DG3PLLAMn+MehBcCPUUvieC5R3VFqCn5ye9Cl4k2+93HV0Jiemiq+Q5D4Ohf2H4z+lnvq4x8yMy3ffpcBOm9IjdukbbmqWzoezmM+dPB257racHfEx6J+LCkeZpdViYiIiIicsRKrdHs+sBOKHwH5gQaq567s/Z2CfHesrAW/ww+uNCCJwO+aQGVdt0sKFRz5qJRfwx/L6CGJCTD2VthyZ0WDALrmdLjdMtOcu7g55yzNbJjFIkFLsHKP+sqWgFlmyEpI/JjkrBTcEhERERE4pdLsLKhd8+EjTOgdE1o257F0HVS9MbWVu2YbWUkQ26x5dpH4M3xlhWUd/6hnzPoxsiOMSitK4y5J/Q4OQuSozMUkZjV92tWjltZWjsQtG+9LbudEpVhSXgpOCQiIiIi8a3HVDjuAci/DJbcAb2mW2ZJu9xoj6xtKlkFC26CTmPghH/BgGth/w7LJjpUNo6IxLaht1qz99I1MD7QXN5Xw6pAI//MvtEbm4SNgkMiIiIiEt9cAvS/2u6P+FVova8O/2sVr4Rdn1gvm85jw3/8SKjcB+VbQ6VauSdEdzwi0rpSA4HyA3tg7zJIyYEX+kD1flufPSJqQ5PwUXBIRERERKSuwvfgrYlw7F9hwHVNe25VuU37XLoWSlZDv69b/5s518HK+0L7XVxlgalw8x7Kt9lsW0Wf2zTvw39uM3u1+NjVNq01QFJ6y48nIm2fc9DlJCsre3mIBYaDgSGAhMSoDU3CR8EhEREREZG6UgKNqOdeD9lH25XxmlOpVx2A4hUWAMoZbc2X1z4O878N+3cBNWbl6j7Fyi56nAZZA2169c2vwN6lkD2s6WOrLIW1jwVef53dds6GEx6F/Etg5umw5dXaz+l4DBz1raa/Vl2f/gyW/xmS2ttNROJDYhrs3273q/ZFdyzSKhQcEhERERGpK3so9L8GVj4Ab06wwEunsfDJ96znTvGq0JXziTOg15mQ1gN6nwdp3W0q9Iw+FhRKD2Ts9DrLljmjLTOpYm/zxlb4Piz4IVTsseniM/Jtfdcv23LIzdZHKaOP3UrXhUrYygthx8fWU6l0LeRd2LSr/j1Ph/TA1NWJKc0bv4jEnqQ02KvZ/I5kznvf8F4RNmbMGD9v3rxoD0NERERE4lllGWx4BnYvgH7fgOT2MGu6XUHPOgq6fMmCP9nDbBasxgo2bj6wB3wVpHZqxtj2QUJq4wM72961KefLt9Vef852aNf58M+tKofS9fbc3AlqOi0Sj3YvgtdG23dWTad8CLnjojMmaRbn3Hzv/Zi665U5JCIiIiJyKElp0PcyuwWdGoYLmMHgyhsnQIchcOLTzRhbE/v9tMuFnmdYllFqZ0jvBRl9LeCz8j5o182CQAOuCwWcFvwQVv/DZiILaj8AzvhCASKReNNxxMGBobwLFRg6gig4JCIiIiISDckdLDOp8D3ocmLjn7fqHxbQOfm9xpd2dRgCY/928PrZV8OqGuvnfxvO2w0p2VBdCQd2w/BfhErksoYoMCQSj3YtOHhd7vjIj0NajYJDIiIiIiLR0OtM2PkxfHobnPzu4fetLIPdC2HXPNu/oshmQGupkb+FvldYJtLin1uTaV8d2HYnHPPb8LyOiMS2oi8OXpfeK/LjkFaj4JCIiIiISDQM/TGsfhgqikPrqqugbCNseRO2vgmDb4ZOY2Dj8/DhJbZPQir0mhaeDJ7UHOgywe5PmlF7W2K7lh9fRI4MhTND95M7WEP9uj3MJKYpOCQiIiIiEi1Df2QziFWVw8vDoHRNKHMnpSMMuN7udx5rM6bljof0PJV2iUhkHfVdWHm/3Z+2Dpb+BvLOj+qQJLwUHBIRERERiZaCr4XuZw2CPhcG+vv0gy6TICHw53pmgd1ERKIhayAM/yV0nQQpHWDkr6M9IgkzBYdERERERNqCk16K9ghERA7NJcDwn0Z7FNKKEqI9ABERERERERERiR4Fh0RERERERERE4piCQyIiIiIiIiIicUzBIRERERERERGROKbgkIiIiIiIiIhIHFNwSEREREREREQkjik4JCIiIiIiIiISxxQcEhERERERERGJYwoOiYiIiIiIiIjEMQWHRERERERERETimIJDIiIiIiIiIiJxTMEhEREREREREZE45rz30R7DQZxz24F10R6HSBvXGdgR7UGISJPocysSW/SZFYk9+tyKHF4f731u3ZVtMjgkIg1zzs3z3o+J9jhEpPH0uRWJLfrMisQefW5FmkdlZSIiIiIiIiIicUzBIRERERERERGROKbgkEjseiDaAxCRJtPnViS26DMrEnv0uRVpBvUcEhERERERERGJY8ocEhERERERERGJYwoOibQBzrm1zrnFzrmFzrl5h9g+zTn3aXC7c25Cne1ZzrmNzrk/11g3OnDMlc65PznnXCTei0i8aKXP7Uzn3BeB5yx0znWJxHsRiRct+dw656pqfDZn1Fjf1zk3O/D79j/OuZRIvR+ReNBKn9t/OufW1Ng2MkJvR6TNUlmZSBvgnFsLjPHe76hneyZQ6r33zrmjgSe994NqbL8HyAV2ee+/FVg3B/gOMBt4BfiT9/7V1n0nIvGjlT63M4GbvPcH/fErIi3Xks+tc67Ee595iOc8CTzrvX/COXcfsMh7f2/rvQuR+NJKn9t/Ai95759uvZGLxBZlDonEAO99iQ9FcjOA/0Z1nXOjga7AGzXWdQeyvPcfB573L2B65EYsIk393IpI9B3uc3sogazcyUDwBPNh9PtWJKKa+rkVkUNTcEikbfDAG865+c65aw61g3PubOfc58DLwNcD6xKA3wE31dm9J7CxxuONgXUiEj7h/twG/SOQ4v5TlYOKhF2zPrcB7QIlKx8756YH1nUC9njvKwOP9ftWJPzC/bkNuiNQjvYH51xq6wxdJHYoOCTSNkzw3o8CTgNucM5NrLuD9/65QIrsdOB/AquvB17x3m+su7+ItLrW+Nxe6r0fDpwYuH21VUYuEr+a+7kF6OO9HwNcAvzROdcvEgMWkVb53P4IGAQcC+QAt7Ti+EVigoJDIm2A935TYFkIPAccd5h9ZwEFzrnOwDjgW4Fa7LuBy51zvwE2Ab1qPK1XYJ2IhEkrfG5rHrMYeOxwxxSRpmvB57bmc1cDM4FjgJ1AtnMuKfA0/b4VCbNW+Nzivd/izX7gH4c7pki8UHBIJMqccxnOufbB+8AU4LM6+/QPlpc450YBqcBO7/2l3vs8730+VqLyL+/9rd77LUCRc+74wPMuB16I3LsSObK1xufWOZcU/GPWOZcMnFH3mCLSfC353DrnOgbLTgKf0/HA0kCfk3eA8wKHuAL9vhUJm9b43AYedw8sHZZtpN+3EveSGt5FRFpZV+C5wO+0JOAx7/1rzrlrAbz39wHnYtkFFUAZcGGNxnv1uR74J5AGvBq4iUh4tMbnNhV4PRAYSgTeAh5sxfcgEm+a/bl1zg0G7nfOVWMXV3/jvV8aOO4twBPOuV8BC4CHIvquRI5srfW5fdQ5lws4YCFwbSTflEhbpKnsRURERERERETimMrKRERERERERETimIJDIiIiIiIiIiJxTMEhEREREREREZE4puCQiIiIiIiIiEgcU3BIRERERERERKQNc8793TlX6Jz7rJH7X+CcW+qcW+Kce6zB/TVbmYiIiIiIiIhI2+WcmwiUAP/y3g9rYN8BwJPAZO/9budcF+994eGeo8whEREREREREZE2zHs/C9hVc51zrp9z7jXn3Hzn3HvOuUGBTVcDf/He7w4897CBIVBwSEREREREREQkFj0AfNt7Pxq4CfhrYP1AYKBz7gPn3MfOuVMbOlBSKw5SRERERERERETCzDmXCZwAPOWcC65ODSyTgAHASUAvYJZzbrj3fk99x1NwSEREREREREQktiQAe7z3Iw+xbSMw23tfAaxxzi3HgkVzD3cwERERERERERGJEd77Iizwcz6AMyMCm5/HsoZwznXGysxWH+54Cg6JiIiIiIiIiLRhzrnHgY+Ao5xzG51zVwGXAlc55xYBS4Bpgd1fB3Y655YC7wA3e+93Hvb4mspeRERERERERCR+KXNIRERERERERCSOKTgkIiIiIiIiIhLHFBwSEREREREREYljCg6JiIiIiIiIiMQxBYdEREREREREROKYgkMiIiIiIiIiInFMwSERERERERERkTim4JCIiIiIiIiISBz7/7wOA5bn7QtVAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] @@ -744,25 +872,19 @@ } ], "source": [ - "plt.figure(figsize=(20, 5))\n", - "plt.plot(blocks[view_range[0]: view_range[1]], tkn_prices[view_range[0]: view_range[1]], color='blue')\n", - "# buys\n", - "last_direction = ''\n", - "for trade in [trade for trade in trades_history if trade[0] >= min_block + view_range[0] and trade[0] < min_block + view_range[1]]:\n", - " if last_direction == 'buy':\n", - " plt.arrow(trade[0], trade[3], 0, trade[8], color='orange', head_width=5, head_length=0.0001, fc='orange', ec='orange')\n", - " last_direction = trade[6]\n", - "# sells\n", - "for trade in [trade for trade in trades_history if trade[0] >= min_block + view_range[0] and trade[0] < min_block + view_range[1]]:\n", - " if last_direction == 'sell':\n", - " plt.arrow(trade[0], trade[3], 0, trade[8], color='green', head_width=5, head_length=0.0001, fc='green', ec='green')\n", - " last_direction = trade[6]\n", + "view_range = (0, len(blocks))\n", + "fig = plt.figure(figsize=(20, 5))\n", + "ax = plt.subplot(111)\n", + "ax.plot(blocks[view_range[0]: view_range[1]], [event.pools['omnipool'].liquidity[tkn] for event in events[view_range[0]: view_range[1]]], color='green')\n", + "ax.plot(blocks[view_range[0]: view_range[1]], liquidity_history[view_range[0]: view_range[1]], color='orange', linestyle='--')\n", + "ax.plot(blocks[view_range[0]: view_range[1]], balances[view_range[0]: view_range[1]], color='red', linestyle='--')\n", + "plt.title(f\"{tkn} liquidity diverges from reality if add/remove operations aren't accounted for\")\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 91, "id": "e7b5bcca-2717-4987-8aaa-4fd25d55162d", "metadata": { "tags": [] @@ -772,32 +894,38 @@ "name": "stdout", "output_type": "stream", "text": [ - "1012\n" + "5.810936571983159\n", + "450 / 21333\n" ] } ], "source": [ + "# count how often a 'buy' trade appears to coincide with a lower price, or a 'sell' trade with a higher one\n", "last_price = trades_history[0][3]\n", + "print(last_price)\n", "last_direction = ''\n", "wrong_way = []\n", - "for trade in trades_history:\n", - " price = trade[3]\n", - " direction = trade[6]\n", - " if last_direction == 'buy':\n", - " if price < last_price:\n", - " wrong_way += [trade]\n", - " if last_direction == 'sell':\n", - " if price > last_price:\n", - " wrong_way += [trade]\n", + "for i, trade in enumerate(trades_history):\n", + " price = spot_price_history[i] # trade[3]\n", + " if (price is None):\n", + " print(i, trade)\n", + " else:\n", + " direction = trade[6]\n", + " if last_direction == 'buy':\n", + " if price < last_price:\n", + " wrong_way.append(trade[0])\n", + " if last_direction == 'sell':\n", + " if price > last_price:\n", + " wrong_way.append(trade[0])\n", " \n", - " last_direction = direction\n", - " last_price = price\n", - "print(len(wrong_way))" + " last_direction = direction\n", + " last_price = price\n", + "print(f\"{len(wrong_way)} / {len(blocks)}\")" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 98, "id": "dbf0ad33-4f01-4d0e-9a5d-95b283f36227", "metadata": { "tags": [] @@ -806,39 +934,16 @@ { "data": { "text/plain": [ - "4804" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(trades_history)" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "c8fb3052-a40f-42f3-af14-0a40db5c0730", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 25, + "execution_count": 98, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -851,81 +956,34 @@ ], "source": [ "plt.figure(figsize=(20, 5))\n", - "plt.plot([trade[8] for trade in trades_history])" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "2066d670-cc33-4170-b814-6793fe1699a5", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "10404" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# trades_history[10404]\n", - "blocks.index(float(min_block + 10404))" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "dcbff28c-c6af-4c99-8076-b639bae6e7da", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "21332" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(blocks)" + "# plt.plot(blocks, [1] * len(blocks))\n", + "plt.plot([wrong_way[i] - wrong_way[i-1] for i in range(1, len(wrong_way))])" ] }, { "cell_type": "code", - "execution_count": 28, - "id": "0723d4c3-1e1e-4110-9cc8-30e46222f9e9", + "execution_count": 96, + "id": "c8fb3052-a40f-42f3-af14-0a40db5c0730", "metadata": { "tags": [] }, "outputs": [ { - "data": { - "text/plain": [ - "35.81280209313221" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "[5336890, 5336956, 5337086, 5337126, 5337206, 5337246, 5337256, 5337268, 5337277, 5337286, 5337316, 5337326, 5337406, 5337418, 5337486, 5337576, 5337656, 5337800, 5337926, 5337998, 5338016, 5338116, 5338187, 5338232, 5338237, 5338266, 5338286, 5338354, 5338410, 5338449, 5338454, 5338496, 5338546, 5338619, 5338674, 5338736, 5338806, 5338856, 5338934, 5338948, 5338972, 5339041, 5339086, 5339179, 5339236, 5339296, 5339311, 5339346, 5339356, 5339406, 5339479, 5339556, 5339616, 5339626, 5339671, 5339869, 5339900, 5339966, 5340016, 5340096, 5340196, 5340287, 5340346, 5340356, 5340396, 5340450, 5340508, 5340556, 5340606, 5340696, 5340826, 5340876, 5340946, 5341106, 5341162, 5341277, 5341339, 5341376, 5341426, 5341506, 5341526, 5341586, 5341621, 5341646, 5341696, 5341763, 5341763, 5341779, 5341818, 5341861, 5341862, 5341965, 5342006, 5342026, 5342071, 5342106, 5342116, 5342128, 5342159, 5342195, 5342210, 5342246, 5342346, 5342366, 5342426, 5342456, 5342516, 5342606, 5342621, 5342656, 5342716, 5342776, 5342846, 5343006, 5343155, 5343176, 5343216, 5343256, 5343305, 5343346, 5343376, 5343446, 5343516, 5343567, 5343613, 5343665, 5343706, 5343757, 5343812, 5343846, 5343906, 5343976, 5344034, 5344036, 5344143, 5344206, 5344250, 5344270, 5344302, 5344326, 5344406, 5344478, 5344556, 5344626, 5344666, 5344756, 5344836, 5344906, 5344926, 5344996, 5345036, 5345037, 5345096, 5345186, 5345216, 5345266, 5345366, 5345456, 5345536, 5345591, 5345636, 5345686, 5345724, 5345765, 5345814, 5345846, 5345961, 5345966, 5345988, 5346026, 5346116, 5346166, 5346286, 5346386, 5346490, 5346527, 5346646, 5346676, 5346689, 5346746, 5346824, 5346886, 5346973, 5346978, 5347026, 5347068, 5347126, 5347176, 5347186, 5347221, 5347296, 5347384, 5347436, 5347528, 5347578, 5347600, 5347625, 5347666, 5347705, 5347706, 5347780, 5347805, 5347836, 5347912, 5348046, 5348058, 5348096, 5348123, 5348136, 5348145, 5348148, 5348206, 5348275, 5348317, 5348402, 5348436, 5348474, 5348486, 5348506, 5348609, 5348646, 5348787, 5348815, 5348818, 5348826, 5348843, 5348880, 5348946, 5348956, 5348959, 5348986, 5349056, 5349076, 5349121, 5349156, 5349266, 5349336, 5349356, 5349386, 5349408, 5349486, 5349616, 5349634, 5349685, 5349701, 5349746, 5349752, 5349756, 5349826, 5349861, 5349869, 5349876, 5349885, 5349900, 5349928, 5349976, 5350006, 5350086, 5350164, 5350196, 5350236, 5350256, 5350296, 5350386, 5350456, 5350487, 5350534, 5350546, 5350588, 5350666, 5350746, 5350826, 5350956, 5351050, 5351068, 5351116, 5351226, 5351296, 5351308, 5351357, 5351397, 5351446, 5351504, 5351542, 5351576, 5351636, 5351718, 5351746, 5351762, 5351770, 5351794, 5351799, 5351815, 5351822, 5351822, 5351896, 5351946, 5352026, 5352116, 5352176, 5352206, 5352239, 5352256, 5352280, 5352346, 5352379, 5352396, 5352456, 5352556, 5352666, 5352771, 5352846, 5352928, 5352983, 5353076, 5353103, 5353116, 5353153, 5353156, 5353176, 5353186, 5353246, 5353346, 5353381, 5353383, 5353383, 5353436, 5353511, 5353567, 5353596, 5353695, 5353736, 5353796, 5353873, 5353965, 5353982, 5354016, 5354060, 5354093, 5354106, 5354132, 5354186, 5354257, 5354277, 5354366, 5354396, 5354456, 5354521, 5354561, 5354625, 5354666, 5354736, 5354792, 5354798, 5354818, 5354818, 5354819, 5354892, 5354928, 5354975, 5355106, 5355156, 5355196, 5355258, 5355303, 5355305, 5355386, 5355447, 5355538, 5355586, 5355631, 5355676, 5355753, 5355786, 5355827, 5355857, 5355879, 5355887, 5355898, 5355901, 5355914, 5355946, 5355976, 5355988, 5356046, 5356082, 5356100, 5356103, 5356128, 5356154, 5356176, 5356232, 5356273, 5356323, 5356415, 5356431, 5356442, 5356453, 5356526, 5356557, 5356589, 5356649, 5356659, 5356673, 5356698, 5356755, 5356796, 5356803, 5356816, 5356825, 5356836, 5356846, 5356879, 5356890, 5356908, 5356920, 5356969, 5356988, 5357006, 5357023, 5357042, 5357066, 5357070, 5357156, 5357216, 5357226, 5357263, 5357290, 5357299, 5357323, 5357396, 5357435, 5357451, 5357483, 5357622, 5357646, 5357713, 5357746, 5357826, 5357835, 5357878, 5357942, 5357979, 5357998, 5358006, 5358042, 5358051, 5358070, 5358076, 5358146]\n" + ] } ], "source": [ - "lrna_price_usd" + "print(wrong_way)" ] }, { "cell_type": "code", "execution_count": null, - "id": "8c927c4a-4e83-4678-86cd-f66580a97570", + "id": "0f333578-b96f-4b86-86ea-c7b54457d2ad", "metadata": {}, "outputs": [], "source": []