diff --git a/hydradx/notebooks/Omnipool/vault/ImpermanentLossAnalysis.ipynb b/hydradx/notebooks/Omnipool/vault/ImpermanentLossAnalysis.ipynb new file mode 100644 index 00000000..3c1677de --- /dev/null +++ b/hydradx/notebooks/Omnipool/vault/ImpermanentLossAnalysis.ipynb @@ -0,0 +1,227 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "

Relationship between IL and price change

\n", + "Here we show the impermanent loss incurred as a function of price shift. We assume that the price of TKN changes while the other assets in the pool do not. Because the price of LRNA is also responsive to the price of all assets in the Omnipool, a higher proportion of TKN leads to a stronger positive correlation between the prices of TKN and LRNA. Because IL is related to the change in TKN/LRNA price, this means that a higher weight of TKN in the pool results in a lower rate of IL. The different colors on this graph represent the IL resulting from different initial weights of TKN." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import sys\n", + "import os\n", + "import glob\n", + "import random\n", + "sys.path.append('../../..')\n", + "\n", + "from model import processing\n", + "from matplotlib import pyplot as plt\n", + "\n", + "from model import run\n", + "from model import plot_utils as pu\n", + "from model.amm.omnipool_amm import OmnipoolState, cash_out_omnipool, value_assets, usd_price, lrna_price\n", + "from model.amm.agents import Agent\n", + "from model.amm.trade_strategies import omnipool_arbitrage, invest_all, price_sensitive_trading\n", + "from model.amm.global_state import GlobalState, fluctuate_prices, historical_prices\n", + "\n", + "# same seed, same parameters = same simulation result\n", + "random.seed(42)\n", + "# price_list = processing.import_binance_prices(['BTC', 'ETH', 'DOT'], start_date='Jan 1 2023', days = 120)\n", + "\n", + "assets = {\n", + " 'HDX': {'usd price': 0.05, 'weight': 0.05},\n", + " 'USD': {'usd price': 1, 'weight': 0.15},\n", + " 'TKN': {'usd price': 1, 'weight': 0.0001},\n", + " 'TKN2': {'usd price': 1, 'weight': 0.7999}\n", + "}\n", + "\n", + "lrna_price_usd = 0.07\n", + "initial_omnipool_tvl = 10000000\n", + "liquidity = {}\n", + "lrna = {}\n", + "\n", + "for tkn, info in assets.items():\n", + " liquidity[tkn] = initial_omnipool_tvl * info['weight'] / info['usd price']\n", + " lrna[tkn] = initial_omnipool_tvl * info['weight'] / lrna_price_usd\n", + "\n", + "initial_state = GlobalState(\n", + " pools={\n", + " 'omnipool': OmnipoolState(\n", + " tokens={\n", + " tkn: {'liquidity': liquidity[tkn], 'LRNA': lrna[tkn]} for tkn in assets\n", + " },\n", + " asset_fee=0,\n", + " lrna_fee=0,\n", + " withdrawal_fee=False\n", + " )\n", + " },\n", + " agents = {\n", + " 'LP': Agent(\n", + " holdings={'TKN': 10000},\n", + " trade_strategy=invest_all('omnipool')\n", + " ),\n", + " 'Arbitrageur': Agent(\n", + " holdings={tkn: 10000000 for tkn in assets},\n", + " trade_strategy=omnipool_arbitrage(\n", + " pool_id='omnipool',\n", + " # arb_precision=20\n", + " )\n", + " ),\n", + " },\n", + " external_market={tkn: assets[tkn]['usd price'] for tkn in assets},\n", + " archive_all=False\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "steps = 101\n", + "# price_min = 0.2\n", + "# price_max = 5\n", + "for price_min, price_max in [(0.2, 5), (0.5, 2)]:\n", + " step_factor = (price_max / price_min) ** (1 / (steps - 1))\n", + " price_move_range = [price_min * step_factor ** i for i in range(steps)]\n", + " events = []\n", + " weight_factors = [0.0001, 0.01, 0.02, 0.03499, 0.05]\n", + "\n", + "\n", + " for w, weight in enumerate(weight_factors):\n", + " assets = {\n", + " 'HDX': {'usd price': 0.05, 'weight': 0.05},\n", + " 'USD': {'usd price': 1, 'weight': 0.15},\n", + " 'TKN': {'usd price': 1, 'weight': weight},\n", + " 'TKN2': {'usd price': 1, 'weight': 0.8 - weight}\n", + " }\n", + "\n", + " for tkn, info in assets.items():\n", + " liquidity[tkn] = initial_omnipool_tvl * info['weight'] / info['usd price']\n", + " lrna[tkn] = initial_omnipool_tvl * info['weight'] / lrna_price_usd\n", + "\n", + " initial_state.pools={\n", + " 'omnipool': OmnipoolState(\n", + " tokens={\n", + " tkn: {'liquidity': liquidity[tkn], 'LRNA': lrna[tkn]} for tkn in assets\n", + " },\n", + " asset_fee=0,\n", + " lrna_fee=0,\n", + " )\n", + " }\n", + "\n", + " events.append([])\n", + " time_steps = 7\n", + " for price in price_move_range:\n", + " price_list = [{'TKN': initial_state.external_market['TKN']}] * time_steps + [{'TKN': price}]\n", + " initial_state._evolve_function = historical_prices(price_list)\n", + " events[w].append(run.run(initial_state, time_steps, silent=True)[-1])\n", + "\n", + " impermanent_loss = [[\n", + " cash_out_omnipool(event.pools['omnipool'], event.agents['LP'], event.external_market)\n", + " / value_assets(initial_state.agents['LP'].holdings, {'TKN': usd_price(event.pools['omnipool'], 'TKN')}) - 1\n", + " for event in price_events\n", + " ] for price_events in events]\n", + " \n", + " plt.figure(figsize=(20, 5))\n", + " plt.xscale('log')\n", + "\n", + " # clear default ticks\n", + " for t in plt.gca().xaxis.get_minor_ticks():\n", + " t.set_visible(False)\n", + " \n", + " graph_length = len(events[0])\n", + " x_points = 11\n", + " x_step = (graph_length - 1) / (x_points - 1)\n", + " x_ticks = [round(price_move_range[int(x_step * i)], 2) for i in range(x_points)]\n", + " x_labels = []\n", + " for t in x_ticks:\n", + " if t < 1:\n", + " x_labels.append(f'-{round((1 - t) * 100)}%')\n", + " else:\n", + " x_labels.append(f'{t if t != round(t, 0) else int(t)}x')\n", + " plt.xticks(x_ticks, x_labels)\n", + " \n", + " y_min = round(impermanent_loss[0][-1] * 100) / 100\n", + " y_points = 6\n", + " y_step = y_min / (y_points - 1)\n", + " y_ticks = [y_min - y_step * i for i in range(y_points)]\n", + " y_labels = [f'{round(y * 100)}%' for y in y_ticks]\n", + " plt.yticks(y_ticks, y_labels)\n", + " \n", + " plt.grid()\n", + " plt.title(f'Impermanent loss as a function of price change and pool weight (range {x_labels[0]} - {x_labels[-1]})')\n", + "\n", + " colors = pu.color_gradient(len(events), color1=(255, 128, 0), color2=(0, 0, 255))\n", + " for i in range(len(events)):\n", + " plt.plot(price_move_range, impermanent_loss[i], color=colors[i])\n", + " \n", + " plt.legend([f'{round(weight * 100, 1)}%' for weight in weight_factors])\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/hydradx/notebooks/Omnipool/vault/ImpermanentLossAnalysis2.ipynb b/hydradx/notebooks/Omnipool/vault/ImpermanentLossAnalysis2.ipynb new file mode 100644 index 00000000..8a043db7 --- /dev/null +++ b/hydradx/notebooks/Omnipool/vault/ImpermanentLossAnalysis2.ipynb @@ -0,0 +1,231 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "

Changing price of other assets

\n", + "In this notebook, an LP holds TKN while we change the price of TKN2 and HDX, together comprising 80-85% of TVL. The different colors represent the IL resulting from different initial weights of TKN2. We can see that during a bull run (where TKN goes up in price, but TKN2 doesn't) impermanent loss is worse, because the share of TKN2 in the pool decreases. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import sys\n", + "import os\n", + "import glob\n", + "import random\n", + "sys.path.append('../../..')\n", + "\n", + "from model import processing\n", + "from matplotlib import pyplot as plt\n", + "\n", + "from model import run\n", + "from model import plot_utils as pu\n", + "from model.amm.omnipool_amm import OmnipoolState, cash_out_omnipool, value_assets, usd_price, lrna_price\n", + "from model.amm.agents import Agent\n", + "from model.amm.trade_strategies import omnipool_arbitrage, invest_all, price_sensitive_trading\n", + "from model.amm.global_state import GlobalState, fluctuate_prices, historical_prices\n", + "\n", + "# same seed, same parameters = same simulation result\n", + "random.seed(42)\n", + "# price_list = processing.import_binance_prices(['BTC', 'ETH', 'DOT'], start_date='Jan 1 2023', days = 120)\n", + "\n", + "assets = {\n", + " 'HDX': {'usd price': 0.05, 'weight': 0.05},\n", + " 'USD': {'usd price': 1, 'weight': 0.15},\n", + " 'TKN': {'usd price': 1, 'weight': 0.0001},\n", + " 'TKN2': {'usd price': 1, 'weight': 0.7999}\n", + "}\n", + "\n", + "lrna_price_usd = 0.07\n", + "initial_omnipool_tvl = 10000000\n", + "liquidity = {}\n", + "lrna = {}\n", + "\n", + "for tkn, info in assets.items():\n", + " liquidity[tkn] = initial_omnipool_tvl * info['weight'] / info['usd price']\n", + " lrna[tkn] = initial_omnipool_tvl * info['weight'] / lrna_price_usd\n", + "\n", + "initial_state = GlobalState(\n", + " pools={\n", + " 'omnipool': OmnipoolState(\n", + " tokens={\n", + " tkn: {'liquidity': liquidity[tkn], 'LRNA': lrna[tkn]} for tkn in assets\n", + " },\n", + " asset_fee=0,\n", + " lrna_fee=0,\n", + " withdrawal_fee=False\n", + " )\n", + " },\n", + " agents = {\n", + " 'LP': Agent(\n", + " holdings={'TKN': 10000},\n", + " trade_strategy=invest_all('omnipool')\n", + " ),\n", + " 'Arbitrageur': Agent(\n", + " holdings={tkn: 10000000 for tkn in assets},\n", + " trade_strategy=omnipool_arbitrage(\n", + " pool_id='omnipool',\n", + " # arb_precision=20\n", + " )\n", + " ),\n", + " },\n", + " external_market={tkn: assets[tkn]['usd price'] for tkn in assets},\n", + " archive_all=False\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "steps = 101\n", + "# price_min = 0.2\n", + "# price_max = 5\n", + "for price_min, price_max in [(0.2, 5), (0.5, 2)]:\n", + " step_factor = (price_max / price_min) ** (1 / (steps - 1))\n", + " price_move_range = [price_min * step_factor ** i for i in range(steps)]\n", + " events = []\n", + " weight_factors = [0.0001, 0.01, 0.02, 0.035, 0.05]\n", + "\n", + "\n", + " for w, weight in enumerate(weight_factors):\n", + " assets = {\n", + " 'HDX': {'usd price': 0.05, 'weight': 0.05},\n", + " 'USD': {'usd price': 1, 'weight': 0.15},\n", + " 'TKN2': {'usd price': 1, 'weight': 0.8 - weight},\n", + " 'TKN': {'usd price': 1, 'weight': weight},\n", + " }\n", + "\n", + " for tkn, info in assets.items():\n", + " liquidity[tkn] = initial_omnipool_tvl * info['weight'] / info['usd price']\n", + " lrna[tkn] = initial_omnipool_tvl * info['weight'] / lrna_price_usd\n", + "\n", + " initial_state.pools={\n", + " 'omnipool': OmnipoolState(\n", + " tokens={\n", + " tkn: {'liquidity': liquidity[tkn], 'LRNA': lrna[tkn]} for tkn in assets\n", + " },\n", + " asset_fee=0,\n", + " lrna_fee=0,\n", + " )\n", + " }\n", + "\n", + " events.append([])\n", + " other_assets = ['TKN2', 'HDX']\n", + " for price in price_move_range:\n", + " price_list = [\n", + " {tkn: initial_state.external_market[tkn] for tkn in other_assets}, \n", + " ] + [\n", + " {tkn: initial_state.external_market[tkn] * price for tkn in other_assets},\n", + " ] * 6\n", + " initial_state._evolve_function = historical_prices(price_list)\n", + " events[w].append(run.run(initial_state, len(price_list) - 1, silent=True)[-1])\n", + "\n", + " impermanent_loss = [[\n", + " cash_out_omnipool(event.pools['omnipool'], event.agents['LP'], event.external_market)\n", + " / value_assets(initial_state.agents['LP'].holdings, {'TKN': usd_price(event.pools['omnipool'], 'TKN')}) - 1\n", + " for event in price_events\n", + " ] for price_events in events]\n", + " \n", + " plt.figure(figsize=(20, 5))\n", + " plt.xscale('log')\n", + "\n", + " # clear default ticks\n", + " for t in plt.gca().xaxis.get_minor_ticks():\n", + " t.set_visible(False)\n", + " \n", + " graph_length = len(events[0])\n", + " x_points = 11\n", + " x_step = (graph_length - 1) / (x_points - 1)\n", + " x_ticks = [round(price_move_range[int(x_step * i)], 2) for i in range(x_points)]\n", + " x_labels = []\n", + " for t in x_ticks:\n", + " if t < 1:\n", + " x_labels.append(f'-{round((1 - t) * 100)}%')\n", + " else:\n", + " x_labels.append(f'{t if t != round(t, 0) else int(t)}x')\n", + " plt.xticks(x_ticks, x_labels)\n", + " \n", + " y_min = round(impermanent_loss[0][-1] * 100) / 100\n", + " y_points = 5\n", + " y_step = y_min / (y_points - 1)\n", + " y_ticks = [y_min - y_step * i for i in range(y_points)]\n", + " y_labels = [f'{round(y * 100)}%' for y in y_ticks]\n", + " plt.yticks(y_ticks, y_labels)\n", + " \n", + " plt.grid()\n", + " plt.title(f'Impermanent loss as a function of price change and pool weight (range {x_labels[0]} - {x_labels[-1]})')\n", + "\n", + " colors = pu.color_gradient(len(events), color1=(255, 128, 0), color2=(0, 0, 255))\n", + " for i in range(len(events)):\n", + " plt.plot(price_move_range, impermanent_loss[i], color=colors[i])\n", + " \n", + " plt.legend([f'{round(weight * 100, 1)}%' for weight in weight_factors])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/hydradx/tests/test_omnipool_amm.py b/hydradx/tests/test_omnipool_amm.py index d1932106..47f2ab72 100644 --- a/hydradx/tests/test_omnipool_amm.py +++ b/hydradx/tests/test_omnipool_amm.py @@ -1896,7 +1896,7 @@ def test_swap_exploit(lp_multiplier, trade_mult, oracle_mult): @given( omnipool_reasonable_config(), - st.floats(min_value=1e-8, max_value=0.02), + st.floats(min_value=1e-7, max_value=0.02), st.booleans(), st.floats(min_value=1e-8, max_value=0.1), st.floats(min_value=0.1, max_value=10.0),