diff --git a/config.py b/config.py index edf0ddf..281da10 100644 --- a/config.py +++ b/config.py @@ -73,6 +73,7 @@ BOSTROM_NODE_RPC_URL = 'https://rpc.bostrom.cybernode.ai:443' # 'https://rpc.bostrom.bronbro.io:443' BOSTROM_NODE_LCD_URL = 'https://lcd.bostrom.cybernode.ai/' BOSTROM_POOLS_BASH_QUERY = f'cyber query liquidity pools --node {BOSTROM_NODE_RPC_URL} -o json' +BOSTROM_OCR_CONTRACT = 'bostrom1w33tanvadg6fw04suylew9akcagcwngmkvns476wwu40fpq36pms92re6u' BOSTROM_CHAIN_ID = 'bostrom' BOSTROM_LCD_CLIENT = LCDClient(chain_id=BOSTROM_CHAIN_ID, url=BOSTROM_NODE_LCD_URL) diff --git a/pools_liquidity_in_gh.ipynb b/pools_liquidity_in_gh.ipynb index a218e0a..22a3823 100644 --- a/pools_liquidity_in_gh.ipynb +++ b/pools_liquidity_in_gh.ipynb @@ -11,25 +11,25 @@ }, { "cell_type": "code", - "execution_count": 1, - "outputs": [], "source": [ - "import pandas as pd\n", + "from itertools import chain\n", + "\n", + "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "from math import isnan\n", + "import pandas as pd\n", "from IPython.display import display, HTML\n", - "import matplotlib.pyplot as plt\n", - "from itertools import chain\n", "\n", - "from src.data_extractors import get_pools, get_prices, get_price_enriched" + "from src.data_extractors import get_pools_and_prices" ], "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:54:54.586512Z", - "start_time": "2024-03-01T06:54:53.591071Z" + "end_time": "2024-04-29T07:09:15.698875Z", + "start_time": "2024-04-29T07:09:14.972651Z" } - } + }, + "outputs": [], + "execution_count": 1 }, { "cell_type": "markdown", @@ -46,65 +46,217 @@ }, { "cell_type": "code", - "execution_count": 2, - "outputs": [ - { - "data": { - "text/plain": " network id type_id \\\n0 bostrom 1 1 \n1 bostrom 2 1 \n2 bostrom 3 1 \n3 bostrom 4 1 \n4 bostrom 5 1 \n5 bostrom 6 1 \n6 bostrom 7 1 \n7 bostrom 8 1 \n8 bostrom 9 1 \n9 bostrom 10 1 \n10 bostrom 11 1 \n11 bostrom 12 1 \n12 bostrom 13 1 \n13 bostrom 14 1 \n14 bostrom 15 1 \n15 bostrom 16 1 \n16 bostrom 17 1 \n17 bostrom 18 1 \n18 bostrom 19 1 \n19 bostrom 20 1 \n20 bostrom 21 1 \n21 bostrom 22 1 \n22 bostrom 23 1 \n23 bostrom 24 1 \n24 bostrom 25 1 \n25 bostrom 26 1 \n26 bostrom 27 1 \n27 bostrom 28 1 \n0 space-pussy 1 1 \n1 space-pussy 2 1 \n2 space-pussy 3 1 \n3 space-pussy 4 1 \n4 space-pussy 5 1 \n5 space-pussy 6 1 \n594 osmosis 595 1 \n595 osmosis 596 1 \n596 osmosis 597 1 \n639 osmosis 640 1 \n645 osmosis 646 1 \n744 osmosis 745 1 \n745 osmosis 746 1 \n749 osmosis 750 1 \n910 osmosis 911 1 \n911 osmosis 912 1 \n918 osmosis 919 1 \n990 osmosis 991 1 \n1139 osmosis 1306 1 \n1140 osmosis 1307 1 \n1141 osmosis 1308 1 \n1142 osmosis 1309 1 \n1143 osmosis 1310 1 \n1147 osmosis 1326 1 \n1149 osmosis 1328 1 \n1151 osmosis 1330 1 \n\n balances \\\n0 [{'denom': 'boot', 'amount': '12245119767760'}... \n1 [{'denom': 'boot', 'amount': '495430680822'}, ... \n2 [{'denom': 'boot', 'amount': '74694724384'}, {... \n3 [{'denom': 'hydrogen', 'amount': '844784564440... \n4 [{'denom': 'hydrogen', 'amount': '893306321366... \n5 [{'denom': 'hydrogen', 'amount': '879943996826... \n6 [{'denom': 'hydrogen', 'amount': '103401642460... \n7 [] \n8 [] \n9 [{'denom': 'milliampere', 'amount': '763369544... \n10 [{'denom': 'boot', 'amount': '635618097454'}, ... \n11 [{'denom': 'hydrogen', 'amount': '190546553717... \n12 [{'denom': 'boot', 'amount': '83232980607'}, {... \n13 [{'denom': 'hydrogen', 'amount': '5246631051'}... \n14 [{'denom': 'hydrogen', 'amount': '617919900285... \n15 [{'denom': 'hydrogen', 'amount': '3513173877'}... \n16 [{'denom': 'hydrogen', 'amount': '520283322'},... \n17 [{'denom': 'uosmo in bostrom', 'amount': '1577... \n18 [] \n19 [{'denom': 'hydrogen', 'amount': '5258428415'}... \n20 [{'denom': 'hydrogen', 'amount': '244860818582... \n21 [{'denom': 'uatom in bostrom', 'amount': '1306... \n22 [] \n23 [{'denom': 'boot', 'amount': '500148499015'}, ... \n24 [] \n25 [{'denom': 'boot', 'amount': '863733276622'}, ... \n26 [{'denom': 'uosmo in bostrom', 'amount': '6731... \n27 [{'denom': 'pussy in bostrom', 'amount': '2098... \n0 [{'denom': 'liquidpussy', 'amount': '364368385... \n1 [{'denom': 'liquidpussy', 'amount': '291904877... \n2 [{'denom': 'liquidpussy', 'amount': '623151706... \n3 [{'denom': 'milliampere(pussy)', 'amount': '26... \n4 [{'denom': 'milliampere(pussy)', 'amount': '41... \n5 [{'denom': 'millivolt(pussy)', 'amount': '4252... \n594 [{'denom': 'uatom in osmosis', 'amount': '4775... \n595 [{'denom': 'uatom in osmosis', 'amount': '2349... \n596 [{'denom': 'boot in osmosis', 'amount': '10219... \n639 [{'denom': 'boot in osmosis', 'amount': '30956... \n645 [{'denom': 'uatom in osmosis', 'amount': '1', ... \n744 [{'denom': 'aevmos in osmosis', 'amount': '719... \n745 [{'denom': 'ujuno in osmosis', 'amount': '8223... \n749 [{'denom': 'ugraviton in osmosis', 'amount': '... \n910 [{'denom': 'weth.grv in osmosis', 'amount': '1... \n911 [{'denom': 'weth in osmosis', 'amount': '13325... \n918 [{'denom': 'dot in osmosis', 'amount': '575832... \n990 [{'denom': 'hydrogen in osmosis', 'amount': '1... \n1139 [{'denom': 'btc in osmosis', 'amount': '248360... \n1140 [{'denom': 'sol in osmosis', 'amount': '379170... \n1141 [{'denom': 'utia in osmosis', 'amount': '29494... \n1142 [{'denom': 'reth in osmosis', 'amount': '32499... \n1143 [{'denom': 'hydrogen in osmosis', 'amount': '3... \n1147 [{'denom': 'hydrogen in osmosis', 'amount': '2... \n1149 [{'denom': 'usdt in osmosis', 'amount': '48848... \n1151 [{'denom': 'hydrogen in osmosis', 'amount': '8... \n\n reserve_coin_denoms swap_fee \n0 [boot, hydrogen] 0.0030 \n1 [boot, milliampere] 0.0030 \n2 [boot, tocyb] 0.0030 \n3 [hydrogen, tocyb] 0.0030 \n4 [hydrogen, milliampere] 0.0030 \n5 [hydrogen, millivolt] 0.0030 \n6 [hydrogen, uosmo in bostrom] 0.0030 \n7 [hydrogen, deprecated uatom in bostrom] 0.0030 \n8 [uosmo in bostrom, deprecated uatom in bostrom] 0.0030 \n9 [milliampere, millivolt] 0.0030 \n10 [boot, millivolt] 0.0030 \n11 [hydrogen, uatom in bostrom] 0.0030 \n12 [boot, pussy in bostrom] 0.0030 \n13 [hydrogen, ugraviton in bostrom] 0.0030 \n14 [hydrogen, pussy in bostrom] 0.0030 \n15 [hydrogen, ujuno in bostrom] 0.0030 \n16 [hydrogen, udsm in bostrom] 0.0030 \n17 [uosmo in bostrom, uatom in bostrom] 0.0030 \n18 [hydrogen, weth.grv in bostrom] 0.0030 \n19 [hydrogen, aevmos in bostrom] 0.0030 \n20 [hydrogen, liquidpussy in bostrom] 0.0030 \n21 [uatom in bostrom, pussy in bostrom] 0.0030 \n22 [uatom in bostrom, weth.grv in bostrom] 0.0030 \n23 [boot, uatom in bostrom] 0.0030 \n24 [boot, weth.grv in bostrom] 0.0030 \n25 [boot, uosmo in bostrom] 0.0030 \n26 [uosmo in bostrom, pussy in bostrom] 0.0030 \n27 [pussy in bostrom, liquidpussy in bostrom] 0.0030 \n0 [liquidpussy, pussy] 0.0030 \n1 [liquidpussy, milliampere(pussy)] 0.0030 \n2 [liquidpussy, millivolt(pussy)] 0.0030 \n3 [milliampere(pussy), millivolt(pussy)] 0.0030 \n4 [milliampere(pussy), pussy] 0.0030 \n5 [millivolt(pussy), pussy] 0.0030 \n594 [uatom in osmosis, boot in osmosis] 0.0300 \n595 [uatom in osmosis, boot in osmosis] 0.0030 \n596 [boot in osmosis, uosmo] 0.0020 \n639 [boot in osmosis, uion] 0.0010 \n645 [uatom in osmosis, hydrogen in osmosis] 0.0000 \n744 [aevmos in osmosis, boot in osmosis] 0.0005 \n745 [ujuno in osmosis, boot in osmosis] 0.0005 \n749 [ugraviton in osmosis, boot in osmosis] 0.0005 \n910 [weth.grv in osmosis, boot in osmosis] 0.0050 \n911 [weth in osmosis, boot in osmosis] 0.0050 \n918 [dot in osmosis, boot in osmosis] 0.0050 \n990 [hydrogen in osmosis, uflix in osmosis] 0.0500 \n1139 [btc in osmosis, boot in osmosis] 0.0050 \n1140 [sol in osmosis, boot in osmosis] 0.0050 \n1141 [utia in osmosis, boot in osmosis] 0.0030 \n1142 [reth in osmosis, boot in osmosis] 0.0050 \n1143 [hydrogen in osmosis, tocyb in osmosis] 0.0020 \n1147 [hydrogen in osmosis, boot in osmosis] 0.0030 \n1149 [usdt in osmosis, boot in osmosis] 0.0050 \n1151 [hydrogen in osmosis, uosmo] 0.0030 ", - "text/html": "
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networkidtype_idbalancesreserve_coin_denomsswap_fee
0bostrom11[{'denom': 'boot', 'amount': '12245119767760'}...[boot, hydrogen]0.0030
1bostrom21[{'denom': 'boot', 'amount': '495430680822'}, ...[boot, milliampere]0.0030
2bostrom31[{'denom': 'boot', 'amount': '74694724384'}, {...[boot, tocyb]0.0030
3bostrom41[{'denom': 'hydrogen', 'amount': '844784564440...[hydrogen, tocyb]0.0030
4bostrom51[{'denom': 'hydrogen', 'amount': '893306321366...[hydrogen, milliampere]0.0030
5bostrom61[{'denom': 'hydrogen', 'amount': '879943996826...[hydrogen, millivolt]0.0030
6bostrom71[{'denom': 'hydrogen', 'amount': '103401642460...[hydrogen, uosmo in bostrom]0.0030
7bostrom81[][hydrogen, deprecated uatom in bostrom]0.0030
8bostrom91[][uosmo in bostrom, deprecated uatom in bostrom]0.0030
9bostrom101[{'denom': 'milliampere', 'amount': '763369544...[milliampere, millivolt]0.0030
10bostrom111[{'denom': 'boot', 'amount': '635618097454'}, ...[boot, millivolt]0.0030
11bostrom121[{'denom': 'hydrogen', 'amount': '190546553717...[hydrogen, uatom in bostrom]0.0030
12bostrom131[{'denom': 'boot', 'amount': '83232980607'}, {...[boot, pussy in bostrom]0.0030
13bostrom141[{'denom': 'hydrogen', 'amount': '5246631051'}...[hydrogen, ugraviton in bostrom]0.0030
14bostrom151[{'denom': 'hydrogen', 'amount': '617919900285...[hydrogen, pussy in bostrom]0.0030
15bostrom161[{'denom': 'hydrogen', 'amount': '3513173877'}...[hydrogen, ujuno in bostrom]0.0030
16bostrom171[{'denom': 'hydrogen', 'amount': '520283322'},...[hydrogen, udsm in bostrom]0.0030
17bostrom181[{'denom': 'uosmo in bostrom', 'amount': '1577...[uosmo in bostrom, uatom in bostrom]0.0030
18bostrom191[][hydrogen, weth.grv in bostrom]0.0030
19bostrom201[{'denom': 'hydrogen', 'amount': '5258428415'}...[hydrogen, aevmos in bostrom]0.0030
20bostrom211[{'denom': 'hydrogen', 'amount': '244860818582...[hydrogen, liquidpussy in bostrom]0.0030
21bostrom221[{'denom': 'uatom in bostrom', 'amount': '1306...[uatom in bostrom, pussy in bostrom]0.0030
22bostrom231[][uatom in bostrom, weth.grv in bostrom]0.0030
23bostrom241[{'denom': 'boot', 'amount': '500148499015'}, ...[boot, uatom in bostrom]0.0030
24bostrom251[][boot, weth.grv in bostrom]0.0030
25bostrom261[{'denom': 'boot', 'amount': '863733276622'}, ...[boot, uosmo in bostrom]0.0030
26bostrom271[{'denom': 'uosmo in bostrom', 'amount': '6731...[uosmo in bostrom, pussy in bostrom]0.0030
27bostrom281[{'denom': 'pussy in bostrom', 'amount': '2098...[pussy in bostrom, liquidpussy in bostrom]0.0030
0space-pussy11[{'denom': 'liquidpussy', 'amount': '364368385...[liquidpussy, pussy]0.0030
1space-pussy21[{'denom': 'liquidpussy', 'amount': '291904877...[liquidpussy, milliampere(pussy)]0.0030
2space-pussy31[{'denom': 'liquidpussy', 'amount': '623151706...[liquidpussy, millivolt(pussy)]0.0030
3space-pussy41[{'denom': 'milliampere(pussy)', 'amount': '26...[milliampere(pussy), millivolt(pussy)]0.0030
4space-pussy51[{'denom': 'milliampere(pussy)', 'amount': '41...[milliampere(pussy), pussy]0.0030
5space-pussy61[{'denom': 'millivolt(pussy)', 'amount': '4252...[millivolt(pussy), pussy]0.0030
594osmosis5951[{'denom': 'uatom in osmosis', 'amount': '4775...[uatom in osmosis, boot in osmosis]0.0300
595osmosis5961[{'denom': 'uatom in osmosis', 'amount': '2349...[uatom in osmosis, boot in osmosis]0.0030
596osmosis5971[{'denom': 'boot in osmosis', 'amount': '10219...[boot in osmosis, uosmo]0.0020
639osmosis6401[{'denom': 'boot in osmosis', 'amount': '30956...[boot in osmosis, uion]0.0010
645osmosis6461[{'denom': 'uatom in osmosis', 'amount': '1', ...[uatom in osmosis, hydrogen in osmosis]0.0000
744osmosis7451[{'denom': 'aevmos in osmosis', 'amount': '719...[aevmos in osmosis, boot in osmosis]0.0005
745osmosis7461[{'denom': 'ujuno in osmosis', 'amount': '8223...[ujuno in osmosis, boot in osmosis]0.0005
749osmosis7501[{'denom': 'ugraviton in osmosis', 'amount': '...[ugraviton in osmosis, boot in osmosis]0.0005
910osmosis9111[{'denom': 'weth.grv in osmosis', 'amount': '1...[weth.grv in osmosis, boot in osmosis]0.0050
911osmosis9121[{'denom': 'weth in osmosis', 'amount': '13325...[weth in osmosis, boot in osmosis]0.0050
918osmosis9191[{'denom': 'dot in osmosis', 'amount': '575832...[dot in osmosis, boot in osmosis]0.0050
990osmosis9911[{'denom': 'hydrogen in osmosis', 'amount': '1...[hydrogen in osmosis, uflix in osmosis]0.0500
1139osmosis13061[{'denom': 'btc in osmosis', 'amount': '248360...[btc in osmosis, boot in osmosis]0.0050
1140osmosis13071[{'denom': 'sol in osmosis', 'amount': '379170...[sol in osmosis, boot in osmosis]0.0050
1141osmosis13081[{'denom': 'utia in osmosis', 'amount': '29494...[utia in osmosis, boot in osmosis]0.0030
1142osmosis13091[{'denom': 'reth in osmosis', 'amount': '32499...[reth in osmosis, boot in osmosis]0.0050
1143osmosis13101[{'denom': 'hydrogen in osmosis', 'amount': '3...[hydrogen in osmosis, tocyb in osmosis]0.0020
1147osmosis13261[{'denom': 'hydrogen in osmosis', 'amount': '2...[hydrogen in osmosis, boot in osmosis]0.0030
1149osmosis13281[{'denom': 'usdt in osmosis', 'amount': '48848...[usdt in osmosis, boot in osmosis]0.0050
1151osmosis13301[{'denom': 'hydrogen in osmosis', 'amount': '8...[hydrogen in osmosis, uosmo]0.0030
\n
" - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], "source": [ - "pools_df = get_pools(display_data=False, bostrom_related_osmo_pools=None)\n", + "pools_df, price_df, price_enriched_df = get_pools_and_prices(networks=['bostrom', 'space-pussy', 'osmosis'],\n", + " zero_fee=True, get_human_readable_denom_from_ocr=True)\n", "pools_df = \\\n", " pools_df[\n", " (pools_df.network.isin(['bostrom', 'space-pussy'])) |\n", - " (pools_df.reserve_coin_denoms.map(lambda denoms: 'boot in osmosis' in denoms or 'hydrogen in osmosis' in denoms))]\n", - "pools_df" + " (pools_df.reserve_coin_denoms.map(\n", + " lambda denoms: 'boot in osmosis' in denoms or 'hydrogen in osmosis' in denoms))]\n", + "pools_df['liquidity, GH'] = pools_df['liquidity, hydrogen'] / 1e9\n", + "pools_df['denoms'] = pools_df.reserve_coin_denoms.map(lambda x: f'{x[0]} - {x[1]}')\n", + "pools_df[['network', 'id', 'liquidity, GH', 'balances', 'denoms', 'swap_fee']]" ], "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:13.587044Z", - "start_time": "2024-03-01T06:54:54.590608Z" + "end_time": "2024-04-29T07:09:57.577259Z", + "start_time": "2024-04-29T07:09:15.699953Z" } - } - }, - { - "cell_type": "markdown", - "source": [ - "#### Calculate Prices" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 3, + }, "outputs": [ { "data": { - "text/plain": "", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
utia in osmosisaevmos in bostromtocybpussydot in osmosisudsm in bostromweth.grv in bostromreth in osmosisuosmo in bostromboot in osmosissol in osmosisuflix in osmosisuosmoujuno in osmosisujuno in bostrombootbtc in osmosismillivoltpussy in bostromliquidpussyugraviton in bostrommilliampere(pussy)milliampereuatom in bostromliquidpussy in bostromdeprecated uatom in bostromuionugraviton in osmosisweth in osmosistocyb in osmosishydrogen in osmosisaevmos in osmosisweth.grv in osmosismillivolt(pussy)uatom in osmosisusdt in osmosishydrogenuatomujuno
utia in osmosis1NaNNaNNaNNaNNaNNaNNaNNaN0.002693NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
aevmos in bostromNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN42260266682.673676NaNNaN
tocybNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.571357NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaN0.266954NaNNaN
pussyNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN10.235353NaN1328.857237NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN11020.92596NaNNaNNaNNaNNaN
dot in osmosisNaNNaNNaNNaN1NaNNaNNaNNaN53.603474NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
udsm in bostromNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.170063NaNNaN
weth.grv in bostromNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
reth in osmosisNaNNaNNaNNaNNaNNaNNaN1NaN10833071.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
uosmo in bostromNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaN1NaNNaN0.028057NaNNaN0.000003NaNNaNNaNNaN7.161506NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.004726NaNNaN
boot in osmosis371.393316NaNNaNNaN0.018656NaNNaN0.0NaN129.927696NaN35.16818.174632NaN10.014027NaNNaNNaNNaNNaNNaNNaNNaNNaN309560.00.0509530.0NaN0.170230.00.0NaN251.69465522.335464NaNNaNNaN
sol in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaN0.0334141NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
uflix in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.012631NaNNaNNaNNaNNaNNaNNaNNaN
uosmoNaNNaNNaNNaNNaNNaNNaNNaN10.028435NaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.004781NaNNaNNaNNaNNaNNaNNaNNaN
ujuno in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaN0.12233NaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1
ujuno in bostromNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.01185NaN1
bootNaNNaN0.636393NaNNaNNaNNaNNaN35.641431NaNNaNNaNNaNNaN1NaN11425.8313880.000175NaNNaNNaN1053.92618254.600233NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.169873NaNNaN
btc in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaN71.2934NaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
millivoltNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.000088NaN1NaNNaNNaNNaN0.091695NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.000015NaNNaN
pussy in bostromNaNNaNNaN1NaNNaNNaNNaN314148.69513NaNNaNNaNNaNNaNNaN5726.868462NaNNaN1NaNNaNNaNNaN1421069.7678470.25332NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN972.228096NaNNaN
liquidpussyNaNNaNNaN4.24893NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaN5590.799741NaNNaN1NaNNaNNaNNaNNaNNaNNaNNaN46367.910314NaNNaNNaNNaNNaN
ugraviton in bostromNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.832366NaNNaN
milliampere(pussy)NaNNaNNaN0.000753NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.000179NaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN8.314267NaNNaNNaNNaNNaN
milliampereNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.000949NaN10.905777NaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.000161NaNNaN
uatom in bostromNaNNaNNaNNaNNaNNaNNaNNaN0.139635NaNNaNNaNNaNNaNNaN0.003928NaNNaN0.000001NaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.0006611NaN
liquidpussy in bostromNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN3.9475781NaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN3823.445843NaNNaN
deprecated uatom in bostromNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
uionNaNNaNNaNNaNNaNNaNNaNNaNNaN0.000003NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
ugraviton in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaN19.625989NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
weth in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaN13327293.003596NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
tocyb in osmosisNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN10.258653NaNNaNNaNNaNNaNNaNNaNNaN
hydrogen in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaN5.87442NaN79.167254209.151564NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN3.8661891NaNNaNNaN3.0NaN1NaNNaN
aevmos in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaN660008404479.19043NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaN
weth.grv in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaN13699454.029328NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaN
millivolt(pussy)NaNNaNNaN0.000091NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.000022NaN0.120275NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaN
uatom in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaN0.003973NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.333333NaNNaNNaN1NaNNaN1NaN
usdt in osmosisNaNNaNNaNNaNNaNNaNNaNNaNNaN0.044772NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaN
hydrogenNaN0.03.745958NaNNaN5.880182NaNNaN211.616386NaNNaNNaNNaNNaN84.3905425.886762NaN67095.8683950.001029NaN0.545743NaN6211.2454941512.1818150.000262NaNNaNNaNNaNNaN1NaNNaNNaNNaNNaN1NaNNaN
uatomNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1NaNNaN1NaN
ujunoNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN11NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1
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" + "text/plain": [ + " network id liquidity, GH \\\n", + "0 bostrom 1 120476.274905 \n", + "1 bostrom 2 4565.617504 \n", + "2 bostrom 3 562.156108 \n", + "3 bostrom 4 1263.097869 \n", + "4 bostrom 5 16769.802892 \n", + "... ... ... ... \n", + "1295 osmosis 1558 0.000000 \n", + "1296 osmosis 1559 95.982611 \n", + "1297 osmosis 1560 367.403779 \n", + "1298 osmosis 1561 365.941103 \n", + "1299 osmosis 1562 502.127948 \n", + "\n", + " balances \\\n", + "0 [{'denom': 'boot', 'amount': '14950929016134',... \n", + "1 [{'denom': 'boot', 'amount': '566586435947', '... \n", + "2 [{'denom': 'boot', 'amount': '69762748528', 'w... \n", + "3 [{'denom': 'hydrogen', 'amount': '631548934344... \n", + "4 [{'denom': 'hydrogen', 'amount': '838490144603... \n", + "... ... \n", + "1295 [{'denom': 'hydrogen in osmosis', 'amount': '5... \n", + "1296 [{'denom': 'hydrogen in osmosis', 'amount': '4... \n", + "1297 [{'denom': 'hydrogen in osmosis', 'amount': '1... \n", + "1298 [{'denom': 'hydrogen in osmosis', 'amount': '1... \n", + "1299 [{'denom': 'wfil-wei in osmosis', 'amount': '2... \n", + "\n", + " denoms swap_fee \n", + "0 boot - hydrogen 0.003 \n", + "1 boot - milliampere 0.003 \n", + "2 boot - tocyb 0.003 \n", + "3 hydrogen - tocyb 0.003 \n", + "4 hydrogen - milliampere 0.003 \n", + "... ... ... \n", + "1295 hydrogen in osmosis - umpwr in osmosis 0.005 \n", + "1296 hydrogen in osmosis - udsm in osmosis 0.005 \n", + "1297 hydrogen in osmosis - boot in osmosis 0.005 \n", + "1298 hydrogen in osmosis - boot in osmosis 0.002 \n", + "1299 wfil-wei in osmosis - boot in osmosis 0.005 \n", + "\n", + "[98 rows x 6 columns]" + ], + "text/html": [ + "
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networkidliquidity, GHbalancesdenomsswap_fee
0bostrom1120476.274905[{'denom': 'boot', 'amount': '14950929016134',...boot - hydrogen0.003
1bostrom24565.617504[{'denom': 'boot', 'amount': '566586435947', '...boot - milliampere0.003
2bostrom3562.156108[{'denom': 'boot', 'amount': '69762748528', 'w...boot - tocyb0.003
3bostrom41263.097869[{'denom': 'hydrogen', 'amount': '631548934344...hydrogen - tocyb0.003
4bostrom516769.802892[{'denom': 'hydrogen', 'amount': '838490144603...hydrogen - milliampere0.003
.....................
1295osmosis15580.000000[{'denom': 'hydrogen in osmosis', 'amount': '5...hydrogen in osmosis - umpwr in osmosis0.005
1296osmosis155995.982611[{'denom': 'hydrogen in osmosis', 'amount': '4...hydrogen in osmosis - udsm in osmosis0.005
1297osmosis1560367.403779[{'denom': 'hydrogen in osmosis', 'amount': '1...hydrogen in osmosis - boot in osmosis0.005
1298osmosis1561365.941103[{'denom': 'hydrogen in osmosis', 'amount': '1...hydrogen in osmosis - boot in osmosis0.002
1299osmosis1562502.127948[{'denom': 'wfil-wei in osmosis', 'amount': '2...wfil-wei in osmosis - boot in osmosis0.005
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" + ] }, + "execution_count": 2, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], + "execution_count": 2 + }, + { + "cell_type": "markdown", "source": [ - "price_df = get_prices(pools_df=pools_df, display_data=True, zero_fee=True)" + "#### Calculate Prices" ], "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-03-01T06:55:13.652120Z", - "start_time": "2024-03-01T06:55:13.588723Z" - } + "collapsed": false } }, { @@ -118,27 +270,432 @@ }, { "cell_type": "code", - "execution_count": 4, + "source": [ + "price_enriched_df" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-04-29T07:09:57.586583Z", + "start_time": "2024-04-29T07:09:57.578250Z" + } + }, "outputs": [ { "data": { - "text/plain": "", - "text/html": "
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ujunoNaNNaNNaNNaNNaNNaNNaNNaNNaN0.12233NaNNaNNaN110.12233NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.01185NaNNaNNaNNaNNaN0.01185NaN1
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" + ] }, + "execution_count": 3, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], - "source": [ - "price_enriched_df = get_price_enriched(price_df=price_df, display_data=True)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-03-01T06:55:13.716978Z", - "start_time": "2024-03-01T06:55:13.689405Z" - } - } + "execution_count": 3 }, { "cell_type": "markdown", @@ -150,50 +707,38 @@ } }, { - "cell_type": "code", - "execution_count": 5, - "outputs": [ - { - "data": { - "text/plain": "", - "text/html": "
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networkidreserve_coin_denomsliquidity, GH
space-pussy1[liquidpussy, pussy]1,906.0
space-pussy3[liquidpussy, millivolt(pussy)]326.0
space-pussy2[liquidpussy, milliampere(pussy)]152.7
space-pussy4[milliampere(pussy), millivolt(pussy)]76.1
space-pussy5[milliampere(pussy), pussy]12.1
space-pussy6[millivolt(pussy), pussy]1.0
osmosis597[boot in osmosis, uosmo]12,032.5
osmosis912[weth in osmosis, boot in osmosis]11,771.8
osmosis1326[hydrogen in osmosis, boot in osmosis]4,453.2
osmosis1306[btc in osmosis, boot in osmosis]4,101.5
osmosis1330[hydrogen in osmosis, uosmo]1,764.2
osmosis1307[sol in osmosis, boot in osmosis]1,336.0
osmosis1308[utia in osmosis, boot in osmosis]1,289.7
osmosis1328[usdt in osmosis, boot in osmosis]1,284.6
osmosis919[dot in osmosis, boot in osmosis]1,264.8
osmosis596[uatom in osmosis, boot in osmosis]14.1
osmosis1310[hydrogen in osmosis, tocyb in osmosis]7.3
osmosis911[weth.grv in osmosis, boot in osmosis]1.3
osmosis745[aevmos in osmosis, boot in osmosis]0.1
osmosis991[hydrogen in osmosis, uflix in osmosis]0.0
osmosis750[ugraviton in osmosis, boot in osmosis]0.0
osmosis640[boot in osmosis, uion]0.0
osmosis746[ujuno in osmosis, boot in osmosis]0.0
osmosis595[uatom in osmosis, boot in osmosis]0.0
osmosis1309[reth in osmosis, boot in osmosis]0.0
osmosis646[uatom in osmosis, hydrogen in osmosis]0.0
bostrom1[boot, hydrogen]144,168.2
bostrom12[hydrogen, uatom in bostrom]38,109.3
bostrom7[hydrogen, uosmo in bostrom]20,680.3
bostrom5[hydrogen, milliampere]17,866.1
bostrom6[hydrogen, millivolt]17,598.9
bostrom26[boot, uosmo in bostrom]10,169.2
bostrom10[milliampere, millivolt]9,483.0
bostrom11[boot, millivolt]7,483.5
bostrom18[uosmo in bostrom, uatom in bostrom]6,674.5
bostrom24[boot, uatom in bostrom]5,888.5
bostrom2[boot, milliampere]5,833.0
bostrom4[hydrogen, tocyb]1,689.6
bostrom15[hydrogen, pussy in bostrom]1,235.8
bostrom13[boot, pussy in bostrom]979.9
bostrom3[boot, tocyb]879.4
bostrom21[hydrogen, liquidpussy in bostrom]489.7
bostrom28[pussy in bostrom, liquidpussy in bostrom]431.6
bostrom22[uatom in bostrom, pussy in bostrom]395.0
bostrom27[uosmo in bostrom, pussy in bostrom]284.9
bostrom20[hydrogen, aevmos in bostrom]10.5
bostrom14[hydrogen, ugraviton in bostrom]10.5
bostrom16[hydrogen, ujuno in bostrom]7.0
bostrom17[hydrogen, udsm in bostrom]1.0
bostrom8[hydrogen, deprecated uatom in bostrom]0.0
bostrom9[uosmo in bostrom, deprecated uatom in bostrom]0.0
bostrom19[hydrogen, weth.grv in bostrom]0.0
bostrom23[uatom in bostrom, weth.grv in bostrom]0.0
bostrom25[boot, weth.grv in bostrom]0.0
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" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total liquidity: 332,165 GH\n" - ] - }, - { - "data": { - "text/plain": "
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\n" - }, - "metadata": {}, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2024-04-29T07:09:57.591240Z", + "start_time": "2024-04-29T07:09:57.587397Z" } + }, + "cell_type": "code", + "source": [ + "def get_df_with_top_and_other(df: pd.DataFrame, col1_name: str = 'network', col2_name: str = 'denoms',\n", + " n: int = 10, min_liquidity: float = 10.0) -> pd.DataFrame:\n", + " _df = df.assign(\n", + " col2=np.where(\n", + " (df['liquidity, GH'].isin(df.groupby(col1_name)['liquidity, GH'].nlargest(n))) & (df['liquidity, GH'] > min_liquidity),\n", + " df[col2_name],\n", + " 'other ' + df[col1_name]),\n", + " is_other=np.where(\n", + " (df['liquidity, GH'].isin(df.groupby(col1_name)['liquidity, GH'].nlargest(n))) & (df['liquidity, GH'] > min_liquidity),\n", + " 0,\n", + " 1))\n", + " _df = _df[[col1_name, 'is_other', 'col2', 'liquidity, GH']].rename(columns={'col2': col2_name})\n", + " return _df.groupby(\n", + " [col1_name, 'is_other', col2_name])['liquidity, GH'].sum().sort_values(\n", + " ascending=False,\n", + " ).sort_index(\n", + " axis=0, level=[0, 1], ascending=[True, True], inplace=False)" ], + "outputs": [], + "execution_count": 4 + }, + { + "cell_type": "code", "source": [ - "def get_pool_liquidity(balances: list, target_denom: str = 'hydrogen',\n", - " price_enriched_df: pd.DataFrame = price_enriched_df) -> float:\n", - " if not balances:\n", - " return 0\n", - " denoms = [item['denom'] for item in balances]\n", - " balances_dict = {item['denom']: int(item['amount']) for item in balances}\n", - " if target_denom in denoms:\n", - " return balances_dict[target_denom] * 2\n", - " if not isnan(price_enriched_df.loc[target_denom, denoms[0]]):\n", - " return balances_dict[denoms[0]] * price_enriched_df.loc[target_denom, denoms[0]] * 2\n", - " if not isnan(price_enriched_df.loc[target_denom, denoms[1]]):\n", - " return balances_dict[denoms[1]] * price_enriched_df.loc[target_denom, denoms[1]] * 2\n", - " return 0\n", - "\n", - "\n", - "pools_df['liquidity, GH'] = pools_df['balances'].map(get_pool_liquidity) / 1e9\n", "display(HTML(\n", " pools_df[['network', 'id', 'reserve_coin_denoms', 'liquidity, GH']]\n", " .sort_values(['network', 'liquidity, GH'], ascending=False)\n", @@ -201,37 +746,33 @@ " .replace('text-align: left;', 'text-align: right')\n", " .replace('', '')))\n", "\n", - "print(f\"Total liquidity: {round(sum(pools_df['liquidity, GH'])):>,} GH\")\n", - "\n", "fig, ax = plt.subplots(figsize=(10, 10))\n", "size = 0.3\n", - "cm = plt.get_cmap(\"jet\", 20)\n", - "cm2 = plt.get_cmap(\"jet\", 50)\n", + "cm = plt.get_cmap('jet', 20)\n", + "cm2 = plt.get_cmap('jet', 50)\n", "cout = cm(np.array([10, 2, 16]))\n", "\n", - "\n", - "pools_df['denoms'] = pools_df.reserve_coin_denoms.map(lambda x: f'{x[0]} - {x[1]}')\n", "outer = pools_df.groupby('network')['liquidity, GH'].sum().sort_index(\n", - " axis=0, level=[0], ascending=[True], inplace=False)\n", - "inner = pools_df[pools_df['liquidity, GH'] > 1].groupby(\n", - " ['network', 'denoms'])['liquidity, GH'].sum().sort_values(ascending=False).sort_index(\n", - " axis=0, level=[0], ascending=[True], inplace=False)\n", - "inner_labels = ['{1} {2:>,.0f} GH'.format(i[0], i[1], j) for i, j in zip(inner.index, inner)]\n", + " axis=0, level=[0], ascending=[True], inplace=False)\n", + "inner = get_df_with_top_and_other(df=pools_df)\n", + "\n", "outer_labels = ['{0} {1:>,.0f} GH'.format(i, j) for i, j in zip(outer.index, outer)]\n", + "inner_labels = ['{1} {2:>,.0f} GH'.format(i[0], i[2], j) for i, j in zip(inner.index, inner)]\n", "inner_cnt = inner.groupby('network').count().to_dict()\n", "cin = cm2(np.array(\n", - " list(range(18, 18 + inner_cnt['bostrom'])) + \n", - " list(range(1, 1 + inner_cnt['osmosis'])) + \n", + " list(range(18, 18 + inner_cnt['bostrom'])) +\n", + " list(range(1, 1 + inner_cnt['osmosis'])) +\n", " list(range(42, 42 + inner_cnt['space-pussy']))))\n", "ax.pie(outer.values.flatten(), radius=1,\n", " labeldistance=0.73,\n", " wedgeprops=dict(width=size), colors=cout)\n", "ax.pie(inner.values.flatten(),\n", - " radius=1-size,\n", + " radius=1 - size,\n", " wedgeprops=dict(width=size),\n", " labeldistance=0.5, colors=cin)\n", "\n", - "ax.set_title('Pools Liquidity in Hydrogen'+' '*19, loc='right')\n", + "ax.text(-1.74, 1.12, f'Total liquidity: {round(sum(pools_df[\"liquidity, GH\"])):>,} GH')\n", + "ax.set_title('Pools Liquidity in Hydrogen' + ' ' * 19, loc='right')\n", "\n", "plt.legend(outer_labels + inner_labels, loc=(-0.2, 0.07))\n", "handles, labels = ax.get_legend_handles_labels()\n", @@ -242,66 +783,681 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:14.330336Z", - "start_time": "2024-03-01T06:55:13.700269Z" + "end_time": "2024-04-29T07:09:57.934463Z", + "start_time": "2024-04-29T07:09:57.592818Z" } - } - }, - { - "cell_type": "markdown", - "source": [ - "### Liquidity by Coins" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 6, + }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Liquidity by Coins\n" - ] - }, { "data": { - "text/plain": "", - "text/html": "
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coinnetworkliquidity, GH
hydrogenbostrom1.209335e+05
bootbostrom8.770086e+04
uatom in bostrombostrom2.553367e+04
uosmo in bostrombostrom1.890446e+04
boot in osmosisosmosis1.877478e+04
millivoltbostrom1.728265e+04
milliamperebostrom1.659102e+04
uosmoosmosis6.898357e+03
weth in osmosisosmosis5.885894e+03
hydrogen in osmosisosmosis3.112373e+03
btc in osmosisosmosis2.050733e+03
pussy in bostrombostrom1.663658e+03
tocybbostrom1.284495e+03
liquidpussyspace-pussy1.192312e+03
pussyspace-pussy9.595739e+02
sol in osmosisosmosis6.680115e+02
utia in osmosisosmosis6.448478e+02
usdt in osmosisosmosis6.422816e+02
dot in osmosisosmosis6.323826e+02
liquidpussy in bostrombostrom4.606567e+02
millivolt(pussy)space-pussy2.015567e+02
milliampere(pussy)space-pussy1.204791e+02
uatom in osmosisosmosis7.047324e+00
aevmos in bostrombostrom5.258428e+00
ugraviton in bostrombostrom5.246631e+00
tocyb in osmosisosmosis3.666471e+00
ujuno in bostrombostrom3.513174e+00
weth.grv in osmosisosmosis6.371857e-01
udsm in bostrombostrom5.202833e-01
aevmos in osmosisosmosis6.418929e-02
uflix in osmosisosmosis1.271901e-02
ugraviton in osmosisosmosis7.301787e-03
uionosmosis1.822306e-03
ujuno in osmosisosmosis6.939434e-04
reth in osmosisosmosis1.766029e-08
deprecated uatom in bostrombostrom0.000000e+00
weth.grv in bostrombostrom0.000000e+00
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networkidreserve_coin_denomsliquidity, GH
space-pussy1[liquidpussy, pussy]7,784.7
space-pussy3[liquidpussy, millivolt(pussy)]3,994.5
space-pussy2[liquidpussy, milliampere(pussy)]1,840.1
space-pussy4[milliampere(pussy), millivolt(pussy)]523.1
space-pussy6[millivolt(pussy), pussy]78.5
space-pussy5[milliampere(pussy), pussy]51.4
osmosis597[boot in osmosis, uosmo]9,834.3
osmosis912[weth in osmosis, boot in osmosis]8,269.1
osmosis1306[btc in osmosis, boot in osmosis]4,081.3
osmosis596[uatom in osmosis, boot in osmosis]3,360.1
osmosis1307[sol in osmosis, boot in osmosis]1,749.1
osmosis1328[usdt in osmosis, boot in osmosis]1,647.3
osmosis1330[hydrogen in osmosis, uosmo]1,397.4
osmosis919[dot in osmosis, boot in osmosis]1,055.3
osmosis1308[utia in osmosis, boot in osmosis]920.9
osmosis1326[hydrogen in osmosis, boot in osmosis]902.9
osmosis1520[uusdc in osmosis, boot in osmosis]621.3
osmosis1542[SUI in osmosis, boot in osmosis]581.2
osmosis1519[wavax-wei in osmosis, boot in osmosis]576.2
osmosis1529[hydrogen in osmosis, ppica in osmosis]510.5
osmosis1562[wfil-wei in osmosis, boot in osmosis]502.1
osmosis1527[hydrogen in osmosis, ustars in osmosis]439.6
osmosis1543[wglmr-wei in osmosis, hydrogen in osmosis]404.2
osmosis1560[hydrogen in osmosis, boot in osmosis]367.4
osmosis1561[hydrogen in osmosis, boot in osmosis]365.9
osmosis1530[hydrogen in osmosis, udvpn in osmosis]355.8
osmosis1521[hydrogen in osmosis, wmatic-wei in osmosis]342.2
osmosis1549[hydrogen in osmosis, wftm-wei in osmosis]338.1
osmosis1544[orai in osmosis, hydrogen in osmosis]328.0
osmosis1532[hydrogen in osmosis, ujkl in osmosis]324.4
osmosis1535[hydrogen in osmosis, uumee in osmosis]323.1
osmosis1541[APT in osmosis, boot in osmosis]319.0
osmosis1545[ubtsg in osmosis, hydrogen in osmosis]316.2
osmosis1531[untrn in osmosis, hydrogen in osmosis]313.6
osmosis1525[hydrogen in osmosis, afet in osmosis]309.5
osmosis1523[uakt in osmosis, hydrogen in osmosis]298.6
osmosis1547[hydrogen in osmosis, adydx in osmosis]294.2
osmosis1546[hydrogen in osmosis, ugraviton in osmosis]291.8
osmosis1548[hydrogen in osmosis, uluna in osmosis]275.6
osmosis1537[hydrogen in osmosis, umars in osmosis]273.9
osmosis1539[hydrogen in osmosis, ukuji in osmosis]269.5
osmosis1524[hydrogen in osmosis, uaxl in osmosis]255.8
osmosis1550[hydrogen in osmosis, usei in osmosis]255.6
osmosis1538[ubld in osmosis, hydrogen in osmosis]245.3
osmosis1528[hydrogen in osmosis, inj in osmosis]237.3
osmosis1555[hydrogen in osmosis, uctk in osmosis]236.8
osmosis1551[hydrogen in osmosis, el1 in osmosis]233.2
osmosis1557[uregen in osmosis, hydrogen in osmosis]231.6
osmosis1533[hydrogen in osmosis, aevmos in osmosis]222.3
osmosis1553[hydrogen in osmosis, uband in osmosis]212.6
osmosis1552[hydrogen in osmosis, ulore in osmosis]209.8
osmosis1536[ujuno in osmosis, hydrogen in osmosis]203.3
osmosis1559[hydrogen in osmosis, udsm in osmosis]96.0
osmosis911[weth.grv in osmosis, boot in osmosis]1.2
osmosis595[uatom in osmosis, boot in osmosis]0.1
osmosis745[aevmos in osmosis, boot in osmosis]0.1
osmosis750[ugraviton in osmosis, boot in osmosis]0.0
osmosis746[ujuno in osmosis, boot in osmosis]0.0
osmosis646[uatom in osmosis, hydrogen in osmosis]0.0
osmosis640[boot in osmosis, uion]0.0
osmosis991[hydrogen in osmosis, uflix in osmosis]0.0
osmosis1309[reth in osmosis, boot in osmosis]0.0
osmosis1310[hydrogen in osmosis, tocyb in osmosis]0.0
osmosis1522[arb-wei in osmosis, hydrogen in osmosis]0.0
osmosis1526[hydrogen in osmosis, adym in osmosis]0.0
osmosis1534[factory/osmo1mlng7pz4pnyxtpq0akfwall37czyk9luk...0.0
osmosis1540[hydrogen in osmosis, uflix in osmosis]0.0
osmosis1554[hydrogen in osmosis, utori in osmosis]0.0
osmosis1556[unym in osmosis, hydrogen in osmosis]0.0
osmosis1558[hydrogen in osmosis, umpwr in osmosis]0.0
bostrom1[boot, hydrogen]120,476.3
bostrom12[hydrogen, uatom in bostrom]35,858.0
bostrom5[hydrogen, milliampere]16,769.8
bostrom7[hydrogen, uosmo in bostrom]16,296.7
bostrom6[hydrogen, millivolt]16,151.7
bostrom10[milliampere, millivolt]8,669.0
bostrom26[boot, uosmo in bostrom]6,069.7
bostrom11[boot, millivolt]5,746.8
bostrom18[uosmo in bostrom, uatom in bostrom]5,370.7
bostrom15[hydrogen, pussy in bostrom]4,932.1
bostrom2[boot, milliampere]4,565.6
bostrom24[boot, uatom in bostrom]2,432.9
bostrom13[boot, pussy in bostrom]2,323.0
bostrom28[pussy in bostrom, liquidpussy in bostrom]1,516.5
bostrom4[hydrogen, tocyb]1,263.1
bostrom21[hydrogen, liquidpussy in bostrom]1,011.4
bostrom3[boot, tocyb]562.2
bostrom22[uatom in bostrom, pussy in bostrom]556.8
bostrom27[uosmo in bostrom, pussy in bostrom]345.7
bostrom20[hydrogen, aevmos in bostrom]10.5
bostrom14[hydrogen, ugraviton in bostrom]10.5
bostrom16[hydrogen, ujuno in bostrom]7.1
bostrom17[hydrogen, udsm in bostrom]1.2
bostrom8[hydrogen, deprecated uatom in bostrom]0.0
bostrom9[uosmo in bostrom, deprecated uatom in bostrom]0.0
bostrom19[hydrogen, weth.grv in bostrom]0.0
bostrom23[uatom in bostrom, weth.grv in bostrom]0.0
bostrom25[boot, weth.grv in bostrom]0.0
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\n" 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\n" }, "metadata": {}, "output_type": "display_data" } ], + "execution_count": 5 + }, + { + "cell_type": "markdown", + "source": [ + "### Liquidity by Coins" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", "source": [ "coin_list = set(chain(*pools_df.reserve_coin_denoms.to_list()))\n", "coin_liquidity_data = []\n", "coin_liquidity_df = pd.DataFrame(columns=['coin', 'network', 'liquidity, GH'])\n", "for coin_denom in coin_list:\n", " pools_liquidity_agg_by_network_df = \\\n", - " pools_df[pools_df.reserve_coin_denoms.map(lambda x: coin_denom in x)].groupby('network')['liquidity, GH'].sum() * 0.5\n", + " pools_df[pools_df.reserve_coin_denoms.map(lambda x: coin_denom in x)].groupby('network')[\n", + " 'liquidity, GH'].sum() * 0.5\n", " for network, coin_liquidity in pools_liquidity_agg_by_network_df.items():\n", " coin_liquidity_data.append({\n", " 'coin': coin_denom,\n", " 'network': network,\n", " 'liquidity, GH': coin_liquidity})\n", - "coin_liquidity_df = pd.DataFrame(coin_liquidity_data).sort_values('liquidity, GH', ascending=False).reset_index().drop(columns=['index'])\n", + "coin_liquidity_df = pd.DataFrame(coin_liquidity_data).sort_values('liquidity, GH', ascending=False).reset_index().drop(\n", + " columns=['index'])\n", "\n", "print('Liquidity by Coins')\n", "display(HTML(\n", " coin_liquidity_df.to_html(\n", - " index=False, notebook=True, show_dimensions=False)))\n", + " index=False, notebook=True, show_dimensions=False)))\n", "\n", "fig, ax = plt.subplots(figsize=(10, 10))\n", "size = 0.3\n", @@ -310,28 +1466,27 @@ "cout = cm(np.array([10, 2, 16]))\n", "\n", "outer = coin_liquidity_df.groupby('network')['liquidity, GH'].sum().sort_index(\n", - " axis=0, level=[0], ascending=[True], inplace=False)\n", - "inner = coin_liquidity_df[coin_liquidity_df['liquidity, GH'] > 1].groupby(\n", - " ['network', 'coin'])['liquidity, GH'].sum().sort_values(ascending=False).sort_index(axis=0, level=[0],\n", - " ascending=[True],\n", - " inplace=False)\n", - "inner_labels = ['{1} {2:>,.0f} GH'.format(i[0], i[1], j) for i, j in zip(inner.index, inner)]\n", + " axis=0, level=[0], ascending=[True], inplace=False)\n", + "inner = get_df_with_top_and_other(df=coin_liquidity_df, col2_name='coin')\n", + "\n", + "inner_labels = ['{1} {2:>,.0f} GH'.format(i[0], i[2], j) for i, j in zip(inner.index, inner)]\n", "outer_labels = ['{0} {1:>,.0f} GH'.format(i, j) for i, j in zip(outer.index, outer)]\n", "inner_cnt = inner.groupby('network').count().to_dict()\n", "cin = cm2(np.array(\n", - " list(range(21, 21 + inner_cnt['bostrom'])) + \n", - " list(range(1, 1 + inner_cnt['osmosis'])) + \n", + " list(range(21, 21 + inner_cnt['bostrom'])) +\n", + " list(range(1, 1 + inner_cnt['osmosis'])) +\n", " list(range(40, 40 + inner_cnt['space-pussy']))))\n", "ax.pie(outer.values.flatten(), radius=1,\n", " labeldistance=0.73,\n", " wedgeprops=dict(width=size), colors=cout)\n", "ax.pie(inner.values.flatten(), radius=1 - size,\n", " wedgeprops=dict(width=size),\n", - " labeldistance=0.5, colors=cin) \n", + " labeldistance=0.5, colors=cin)\n", "\n", + "ax.text(-1.35, 1.1, f'Total liquidity: {round(sum(pools_df[\"liquidity, GH\"])):>,} GH')\n", "ax.set_title('Liquidity by Coins in Hydrogen ', loc='right')\n", "\n", - "plt.legend(outer_labels + inner_labels, loc=(-0.05, 0.2))\n", + "plt.legend(outer_labels + inner_labels, loc=(-0.05, 0.15))\n", "handles, labels = ax.get_legend_handles_labels()\n", "plt.show()\n", "\n", @@ -340,47 +1495,454 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:14.439312Z", - "start_time": "2024-03-01T06:55:14.173685Z" + "end_time": "2024-04-29T07:09:58.226159Z", + "start_time": "2024-04-29T07:09:57.937278Z" } - } - }, - { - "cell_type": "code", + }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Liquidity by Coins\n" + ] + }, { "data": { - "text/plain": "utia in osmosis 371.393316\naevmos in bostrom NaN\ntocyb 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coinnetworkliquidity, GH
hydrogenbostrom106394.189181
bootbostrom71088.238633
uatom in bostrombostrom22109.214361
boot in osmosisosmosis17577.398130
millivoltbostrom15283.705091
milliamperebostrom15002.193118
uosmo in bostrombostrom14041.401548
liquidpussyspace-pussy6809.642551
hydrogen in osmosisosmosis5840.921893
uosmoosmosis5615.839701
pussy in bostrombostrom4837.077337
weth in osmosisosmosis4134.533890
pussyspace-pussy3957.311299
millivolt(pussy)space-pussy2298.043710
btc in osmosisosmosis2040.670645
uatom in osmosisosmosis1680.129141
liquidpussy in bostrombostrom1263.972094
milliampere(pussy)space-pussy1207.318583
tocybbostrom912.626988
sol in osmosisosmosis874.547557
usdt in osmosisosmosis823.671701
dot in osmosisosmosis527.635149
utia in osmosisosmosis460.427249
uusdc in osmosisosmosis310.627448
SUI in osmosisosmosis290.593617
wavax-wei in osmosisosmosis288.075332
ppica in osmosisosmosis255.239367
wfil-wei in osmosisosmosis251.063974
ustars in osmosisosmosis219.779162
wglmr-wei in osmosisosmosis202.093291
udvpn in osmosisosmosis177.883147
wmatic-wei in osmosisosmosis171.111415
wftm-wei in osmosisosmosis169.033467
orai in osmosisosmosis164.010598
ujkl in osmosisosmosis162.217441
uumee in osmosisosmosis161.530594
APT in osmosisosmosis159.506247
ubtsg in osmosisosmosis158.121635
untrn in osmosisosmosis156.819124
afet in osmosisosmosis154.750403
uakt in osmosisosmosis149.275636
adydx in osmosisosmosis147.119331
ugraviton in osmosisosmosis145.919616
uluna in osmosisosmosis137.804817
umars in osmosisosmosis136.939649
ukuji in osmosisosmosis134.767864
uaxl in osmosisosmosis127.876376
usei in osmosisosmosis127.810832
ubld in osmosisosmosis122.652927
inj in osmosisosmosis118.635569
uctk in osmosisosmosis118.376375
el1 in osmosisosmosis116.596726
uregen in osmosisosmosis115.776880
aevmos in osmosisosmosis111.177068
uband in osmosisosmosis106.311512
ulore in osmosisosmosis104.912265
ujuno in osmosisosmosis101.636728
udsm in osmosisosmosis47.991305
aevmos in bostrombostrom5.262347
ugraviton in bostrombostrom5.246631
ujuno in bostrombostrom3.553600
udsm in bostrombostrom0.590621
weth.grv in osmosisosmosis0.586628
weth.grv in bostrombostrom0.000000
tocyb in osmosisosmosis0.000000
adym in osmosisosmosis0.000000
reth in osmosisosmosis0.000000
uflix in osmosisosmosis0.000000
arb-wei in osmosisosmosis0.000000
factory/osmo1mlng7pz4pnyxtpq0akfwall37czyk9luka...osmosis0.000000
deprecated uatom in bostrombostrom0.000000
umpwr in osmosisosmosis0.000000
uionosmosis0.000000
unym in osmosisosmosis0.000000
utori in osmosisosmosis0.000000
\n", + "
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\n" + }, + "metadata": {}, + "output_type": "display_data" } ], - "source": [ - "price_enriched_df.loc['boot']" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-03-01T06:55:14.439776Z", - "start_time": "2024-03-01T06:55:14.436378Z" - } - }, - "execution_count": 7 + "execution_count": 6 }, { - "cell_type": "code", - "outputs": [], - "source": [], "metadata": { - "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:14.448660Z", - "start_time": "2024-03-01T06:55:14.439630Z" + "end_time": "2024-04-29T07:09:58.228397Z", + "start_time": "2024-04-29T07:09:58.227009Z" } }, - "execution_count": 7 + "cell_type": "code", + "source": "", + "outputs": [], + "execution_count": 6 } ], "metadata": { diff --git a/requirements.txt b/requirements.txt index 4ebb21b..ad786c0 100644 --- a/requirements.txt +++ b/requirements.txt @@ -8,4 +8,4 @@ cyber_sdk ipython>=8.13.2 pandarallel multiprocess -cyberutils +cyberutils>=0.0.6 diff --git a/revenue_model.ipynb b/revenue_model.ipynb index 7dde43e..d576b4a 100644 --- a/revenue_model.ipynb +++ b/revenue_model.ipynb @@ -11,10 +11,8 @@ }, { "cell_type": "code", - "execution_count": 1, - "outputs": [], "source": [ - "from IPython.display import display, Markdown\n", + "from IPython.display import display, Markdown, HTML\n", "from typing import Optional\n", "\n", "from cyber_sdk.client.lcd import LCDClient\n", @@ -39,10 +37,12 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:06.740420Z", - "start_time": "2024-03-01T06:55:06.114727Z" + "end_time": "2024-04-29T06:59:46.455301Z", + "start_time": "2024-04-29T06:59:45.948004Z" } - } + }, + "outputs": [], + "execution_count": 1 }, { "cell_type": "markdown", @@ -55,8 +55,6 @@ }, { "cell_type": "code", - "execution_count": 2, - "outputs": [], "source": [ "def get_base_revenue(\n", " base_denom: str = 'boot', \n", @@ -87,10 +85,12 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:06.745433Z", - "start_time": "2024-03-01T06:55:06.740420Z" + "end_time": "2024-04-29T06:59:46.461754Z", + "start_time": "2024-04-29T06:59:46.456453Z" } - } + }, + "outputs": [], + "execution_count": 2 }, { "cell_type": "markdown", @@ -105,8 +105,6 @@ }, { "cell_type": "code", - "execution_count": 3, - "outputs": [], "source": [ "def get_degen_revenue(\n", " revenue_with_restake_base: float,\n", @@ -130,10 +128,12 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:06.749278Z", - "start_time": "2024-03-01T06:55:06.747504Z" + "end_time": "2024-04-29T06:59:46.465186Z", + "start_time": "2024-04-29T06:59:46.462772Z" } - } + }, + "outputs": [], + "execution_count": 3 }, { "cell_type": "markdown", @@ -148,8 +148,6 @@ }, { "cell_type": "code", - "execution_count": 4, - "outputs": [], "source": [ "def get_staking_plus_investminting_revenue(\n", " price_volt_actual: float,\n", @@ -175,10 +173,12 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:06.753151Z", - "start_time": "2024-03-01T06:55:06.750955Z" + "end_time": "2024-04-29T06:59:46.469616Z", + "start_time": "2024-04-29T06:59:46.466754Z" } - } + }, + "outputs": [], + "execution_count": 4 }, { "cell_type": "markdown", @@ -191,8 +191,6 @@ }, { "cell_type": "code", - "execution_count": 5, - "outputs": [], "source": [ "def price_optimal(\n", " base_investminting_amount_volt: int = BASE_INVESTMINTING_AMOUNT_VOLT,\n", @@ -209,10 +207,12 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:06.757570Z", - "start_time": "2024-03-01T06:55:06.755284Z" + "end_time": "2024-04-29T06:59:46.473031Z", + "start_time": "2024-04-29T06:59:46.470560Z" } - } + }, + "outputs": [], + "execution_count": 5 }, { "cell_type": "markdown", @@ -225,8 +225,6 @@ }, { "cell_type": "code", - "execution_count": 6, - "outputs": [], "source": [ "def display_data(\n", " chain_name: str = 'Bostrom',\n", @@ -249,15 +247,19 @@ " staked_base, supply_base, revenue_base, revenue_with_restake_base, price_df, price_ampere_actual, price_volt_actual, price_liquid_actual, inflation, community_tax = \\\n", " get_base_revenue(base_denom=base_denom, liquid_denom=liquid_denom, lcd_client=lcd_client)\n", " \n", - " display(Markdown(f'''\n", + " display(Markdown(\n", + " f'''\n", "# {chain_name} Revenue and Price Model\n", - "## Actual state'''))\n", - " print(f'{base_denom_uc} Supply {supply_base:>31,}\\n'\n", - " f'{base_denom_uc} Staked {staked_base:>31,}\\n'\n", - " f'{base_denom_uc} Inflation {inflation:28.2%}\\n'\n", - " f'{base_denom_uc} Inflation Community Tax {community_tax:14.2%}\\n'\n", - " f'{base_denom_uc} Staking Revenue without restake {revenue_base:3.2%}\\n'\n", - " f'{base_denom_uc} Staking Revenue with restake {revenue_with_restake_base:3.2%}\\n')\n", + "## {base_denom_uc} Actual state\n", + "
\n",
+    "Supply {supply_base:>31,}   \n",
+    "Staked {staked_base:>31,}  \n",
+    "Inflation  {inflation:28.2%}  \n",
+    "Inflation Community Tax  {community_tax:14.2%}  \n",
+    "Staking Revenue without restake  {revenue_base:3.2%}  \n",
+    "Staking Revenue with restake     {revenue_with_restake_base:3.2%}\n",
+    "
'''\n", + " ))\n", "\n", " if chain_name not in ('Bostrom', 'Space-Pussy'):\n", " return \n", @@ -280,313 +282,191 @@ " display(Markdown(f'''\n", "## Revenue Strategies\n", "### Degen\n", - "Stake {base_denom_uc} with restake -> Buy {base_denom_uc} for {liquid_denom_uc} -> Stake {base_denom_uc} with restake - 3 times'''))\n", - " print(f'Degen revenue actual {degen_revenue_actual:7.1%}\\n'\n", - " f'Degen revenue optimal {degen_revenue_optimal:6.1%}')\n", - " \n", - " display(Markdown(f'''\n", + "Stake {base_denom_uc} with restake -> Buy {base_denom_uc} for {liquid_denom_uc} -> Stake {base_denom_uc} with restake - 3 times \n", + "
\n",
+    "Degen revenue actual {degen_revenue_actual:7.1%}  \n",
+    "Degen revenue optimal {degen_revenue_optimal:6.1%}\n",
+    "
\n", "### Staking + Investminting\n", - "Stake {base_denom_uc} with retake -> Investmint {liquid_denom_uc}'''))\n", - " print(f'Staking + Investminting revenue actual {staking_investminting_revenue_actual:7.1%}\\n'\n", - " f'Staking + Investminting revenue optimal {staking_investminting_revenue_optimal:6.1%}')\n", - " \n", - " display(Markdown(f'''\n", + "Stake {base_denom_uc} with retake -> Investmint {liquid_denom_uc} \n", + "
\n",
+    "Staking + Investminting revenue actual {staking_investminting_revenue_actual:7.1%}  \n",
+    "Staking + Investminting revenue optimal {staking_investminting_revenue_optimal:6.1%}\n",
+    "
\n", "### Investminting\n", - "Buy {liquid_denom_uc} for {base_denom_uc} -> Investmint {liquid_denom_uc}'''))\n", - " print(f'Investminting revenue actual {liquid_revenue_actual:7.1%}\\n'\n", - " f'Investminting revenue optimal {REVENUE_LIQUID_OPTIMAL:6.1%}')\n", - " \n", - " display(Markdown('''## Price Model'''))\n", - " print(f'AMPERE price actual {price_ampere_actual:>,.0f} {liquid_denom_sn} optimal {price_ampere_optimal:>,.0f}, '\n", - " f'AMPERE can decrease by {price_ampere_actual / price_ampere_optimal:.2f} times\\n'\n", - " f'VOLT price actual {price_volt_actual:>,.0f} {liquid_denom_sn} optimal {price_volt_optimal:>,.0f}, '\n", - " f'VOLT can decrease by {price_volt_actual / price_volt_optimal:.2f} times\\n'\n", - " f'{liquid_denom_sn} price actual {price_liquid_actual:.3f} {base_denom_uc} optimal {PRICE_LIQUID_OPTIMAL}, '\n", - " f'{liquid_denom_sn} can increase by {PRICE_LIQUID_OPTIMAL / price_liquid_actual :.2f} times\\n')\n", + "Buy {liquid_denom_uc} for {base_denom_uc} -> Investmint {liquid_denom_uc} \n", + "
\n",
+    "Investminting revenue actual {liquid_revenue_actual:7.1%}  \n",
+    "Investminting revenue optimal {REVENUE_LIQUID_OPTIMAL:6.1%}\n",
+    "
\n", + "\n", + "## Price Model\n", + "
\n",
+    "AMPERE price actual {price_ampere_actual:>,.0f} {liquid_denom_sn} optimal {price_ampere_optimal:>,.0f},\n",
+    "AMPERE can decrease by {price_ampere_actual / price_ampere_optimal:.2f} times  \n",
+    "VOLT price actual {price_volt_actual:>,.0f} {liquid_denom_sn} optimal {price_volt_optimal:>,.0f},\n",
+    "VOLT can decrease by {price_volt_actual / price_volt_optimal:.2f} times   \n",
+    "{liquid_denom_sn} price actual {price_liquid_actual:.3f} {base_denom_uc} optimal {PRICE_LIQUID_OPTIMAL}, \n",
+    "{liquid_denom_sn} can increase by {PRICE_LIQUID_OPTIMAL / price_liquid_actual :.2f} times\n",
+    "
'''\n", + " ))\n", " \n", " if chain_name == 'Bostrom':\n", - " print(f\"OSMO price\"\n", - " f\"\\n\\t- in bostrom {price_df.loc[liquid_denom, 'uosmo in bostrom'] * 1_000_000:>,.0f} {liquid_denom_sn}\"\n", - " f\"\\n\\t- in osmosis {price_df.loc['boot in osmosis', 'uosmo'] * price_df.loc[liquid_denom, base_denom] * 1_000_000:>,.0f} {liquid_denom_sn}\")\n", - " print(f\"ATOM price\"\n", - " f\"\\n\\t- in bostrom {price_df.loc[liquid_denom, 'uatom in bostrom'] * 1_000_000:>,.0f} H\"\n", - " f\"\\n\\t- in osmosis {price_df.loc['boot in osmosis', 'uatom in osmosis'] * price_df.loc[liquid_denom, base_denom] * 1_000_000:>,.0f} {liquid_denom_sn}\")" + " display(Markdown(f'''\n", + "OSMO price \n", + "
\n",
+    "- in bostrom {price_df.loc[liquid_denom, 'uosmo in bostrom'] * 1_000_000:>,.0f} {liquid_denom_sn}\n",
+    "- in osmosis {price_df.loc['boot in osmosis', 'uosmo'] * price_df.loc[liquid_denom, base_denom] * 1_000_000:>,.0f} {liquid_denom_sn}  \n",
+    "
\n", + "ATOM price \n", + "
\n",
+    "- in bostrom {price_df.loc[liquid_denom, 'uatom in bostrom'] * 1_000_000:>,.0f} H\n",
+    "- in osmosis {price_df.loc['boot in osmosis', 'uatom in osmosis'] * price_df.loc[liquid_denom, base_denom] * 1_000_000:>,.0f} {liquid_denom_sn}\n",
+    "
'''\n", + " ))" ], "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:06.769624Z", - "start_time": "2024-03-01T06:55:06.762652Z" + "end_time": "2024-04-29T06:59:46.479793Z", + "start_time": "2024-04-29T06:59:46.474Z" } - } + }, + "outputs": [], + "execution_count": 6 }, { "cell_type": "code", - "execution_count": 7, - "outputs": [ - { - "data": { - "text/plain": "", - "text/markdown": "\n# Bostrom Revenue and Price Model\n## Actual state" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "BOOT Supply 1,187,736,071,921,171\n", - "BOOT Staked 302,540,583,602,547\n", - "BOOT Inflation 5.45%\n", - "BOOT Inflation Community Tax 10.00%\n", - "BOOT Staking Revenue without restake 18.30%\n", - "BOOT Staking Revenue with restake 20.07%\n" - ] - }, - { - "data": { - "text/plain": "", - "text/markdown": "\n## Revenue Strategies\n### Degen\nStake BOOT with restake -> Buy BOOT for HYDROGEN -> Stake BOOT with restake - 3 times" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Degen revenue actual 24.1%\n", - "Degen revenue optimal 35.0%\n" - ] - }, - { - "data": { - "text/plain": "", - "text/markdown": "\n### Staking + Investminting\nStake BOOT with retake -> Investmint HYDROGEN" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Staking + Investminting revenue actual 33.4%\n", - "Staking + Investminting revenue optimal 40.0%\n" - ] - }, - { - "data": { - "text/plain": "", - "text/markdown": "\n### Investminting\nBuy HYDROGEN for BOOT -> Investmint HYDROGEN" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Investminting revenue actual 78.6%\n", - "Investminting revenue optimal 40.0%\n" - ] - }, - { - "data": { - "text/plain": "", - "text/markdown": "## Price Model" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "AMPERE price actual 6,211,245 H optimal 3,287,671, AMPERE can decrease by 1.89 times\n", - "VOLT price actual 67,095,868 H optimal 32,876,712, VOLT can decrease by 2.04 times\n", - "H price actual 0.170 BOOT optimal 0.5, H can increase by 2.94 times\n", - "\n", - "OSMO price\n", - "\t- in bostrom 211,616,386 H\n", - "\t- in osmosis 207,021,464 H\n", - "ATOM price\n", - "\t- in bostrom 1,512,181,815 H\n", - "\t- in osmosis 1,481,632,407 H\n" - ] - } - ], "source": [ "display_data()" ], "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:28.230675Z", - "start_time": "2024-03-01T06:55:06.769982Z" + "end_time": "2024-04-29T06:59:58.439739Z", + "start_time": "2024-04-29T06:59:46.480817Z" } - } - }, - { - "cell_type": "code", - "execution_count": 8, + }, "outputs": [ { "data": { - "text/plain": "", - "text/markdown": "\n# Space-Pussy Revenue and Price Model\n## Actual state" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "PUSSY Supply 1,036,184,133,356,069,428\n", - "PUSSY Staked 29,026,341,129,690,058\n", - "PUSSY Inflation 3.00%\n", - "PUSSY Inflation Community Tax 20.00%\n", - "PUSSY Staking Revenue without restake 81.39%\n", - "PUSSY Staking Revenue with restake 125.47%\n" - ] - }, - { - "data": { - "text/plain": "", - "text/markdown": "\n## Revenue Strategies\n### Degen\nStake PUSSY with restake -> Buy PUSSY for LIQUIDPUSSY -> Stake PUSSY with restake - 3 times" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Degen revenue actual 161.9%\n", - "Degen revenue optimal 35.0%\n" - ] - }, - { - "data": { - "text/plain": "", - "text/markdown": "\n### Staking + Investminting\nStake PUSSY with retake -> Investmint LIQUIDPUSSY" + "text/plain": [ + "" + ], + "text/markdown": "\n# Bostrom Revenue and Price Model\n## BOOT Actual state\n
\nSupply           1,196,469,656,975,708   \nStaked             302,430,148,256,785  \nInflation                         5.37%  \nInflation Community Tax          10.00%  \nStaking Revenue without restake  18.17%  \nStaking Revenue with restake     19.92%\n
" }, "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Staking + Investminting revenue actual 140.1%\n", - "Staking + Investminting revenue optimal 40.0%\n" - ] - }, { "data": { - "text/plain": "", - "text/markdown": "\n### Investminting\nBuy LIQUIDPUSSY for PUSSY -> Investmint LIQUIDPUSSY" + "text/plain": [ + "" + ], + "text/markdown": "\n## Revenue Strategies\n### Degen\nStake BOOT with restake -> Buy BOOT for HYDROGEN -> Stake BOOT with restake - 3 times \n
\nDegen revenue actual   26.1%  \nDegen revenue optimal  35.0%\n
\n### Staking + Investminting\nStake BOOT with retake -> Investmint HYDROGEN \n
\nStaking + Investminting revenue actual   36.7%  \nStaking + Investminting revenue optimal  40.0%\n
\n### Investminting\nBuy HYDROGEN for BOOT -> Investmint HYDROGEN \n
\nInvestminting revenue actual   67.5%  \nInvestminting revenue optimal  40.0%\n
\n\n## Price Model\n
\nAMPERE price actual 5,469,501 H optimal 3,287,671,\nAMPERE can decrease by 1.66 times  \nVOLT price actual 56,324,350 H optimal 32,876,712,\nVOLT can decrease by 1.71 times   \nH price actual 0.248 BOOT optimal 0.5, \nH can increase by 2.01 times\n
" }, "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Investminting revenue actual 62.2%\n", - "Investminting revenue optimal 40.0%\n" - ] - }, { "data": { - "text/plain": "", - "text/markdown": "## Price Model" + "text/plain": [ + "" + ], + "text/markdown": "\nOSMO price \n
\n- in bostrom 151,376,353 H\n- in osmosis 146,972,950 H  \n
\nATOM price \n
\n- in bostrom 1,360,489,522 H\n- in osmosis 1,317,051,182 H\n
" }, "metadata": {}, "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "AMPERE price actual 5,590,800 LP optimal 3,287,671, AMPERE can decrease by 1.70 times\n", - "VOLT price actual 46,367,910 LP optimal 32,876,712, VOLT can decrease by 1.41 times\n", - "LP price actual 0.235 PUSSY optimal 0.5, LP can increase by 2.12 times\n" - ] } ], + "execution_count": 7 + }, + { + "cell_type": "code", "source": [ "display_data(\n", " chain_name='Space-Pussy',\n", " base_denom='pussy', \n", " liquid_denom='liquidpussy', \n", " liquid_denom_sn='LP', \n", - " lcd_client=PUSSY_LCD_CLIENT)" + " lcd_client=PUSSY_LCD_CLIENT\n", + ")" ], "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:35.202618Z", - "start_time": "2024-03-01T06:55:28.231886Z" + "end_time": "2024-04-29T07:00:04.418236Z", + "start_time": "2024-04-29T06:59:58.440537Z" } - } - }, - { - "cell_type": "code", - "execution_count": 9, + }, "outputs": [ { "data": { - "text/plain": "", - "text/markdown": "\n# CosmosHub Revenue and Price Model\n## Actual state" + "text/plain": [ + "" + ], + "text/markdown": "\n# Space-Pussy Revenue and Price Model\n## PUSSY Actual state\n
\nSupply       1,040,543,324,344,349,237   \nStaked          36,225,337,216,999,779  \nInflation                         3.00%  \nInflation Community Tax          20.00%  \nStaking Revenue without restake  65.49%  \nStaking Revenue with restake     92.38%\n
" }, "metadata": {}, "output_type": "display_data" }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "UATOM Supply 388,542,758,305,099\n", - "UATOM Staked 250,751,717,502,288\n", - "UATOM Inflation 10.00%\n", - "UATOM Inflation Community Tax 10.00%\n", - "UATOM Staking Revenue without restake 13.25%\n", - "UATOM Staking Revenue with restake 14.16%\n" - ] + "data": { + "text/plain": [ + "" + ], + "text/markdown": "\n## Revenue Strategies\n### Degen\nStake PUSSY with restake -> Buy PUSSY for LIQUIDPUSSY -> Stake PUSSY with restake - 3 times \n
\nDegen revenue actual  134.5%  \nDegen revenue optimal  35.0%\n
\n### Staking + Investminting\nStake PUSSY with retake -> Investmint LIQUIDPUSSY \n
\nStaking + Investminting revenue actual  137.5%  \nStaking + Investminting revenue optimal  40.0%\n
\n### Investminting\nBuy LIQUIDPUSSY for PUSSY -> Investmint LIQUIDPUSSY \n
\nInvestminting revenue actual  132.8%  \nInvestminting revenue optimal  40.0%\n
\n\n## Price Model\n
\nAMPERE price actual 11,229,129 LP optimal 3,287,671,\nAMPERE can decrease by 3.42 times  \nVOLT price actual 105,949,852 LP optimal 32,876,712,\nVOLT can decrease by 3.22 times   \nLP price actual 0.340 PUSSY optimal 0.5, \nLP can increase by 1.47 times\n
" + }, + "metadata": {}, + "output_type": "display_data" } ], + "execution_count": 8 + }, + { + "cell_type": "code", "source": [ "display_data(\n", " chain_name='CosmosHub',\n", " base_denom='uatom', \n", " liquid_denom=None, \n", " liquid_denom_sn=None, \n", - " lcd_client=COSMOSHUB_LCD_CLIENT)" + " lcd_client=COSMOSHUB_LCD_CLIENT\n", + ")" ], "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:42.927568Z", - "start_time": "2024-03-01T06:55:35.202244Z" + "end_time": "2024-04-29T07:00:11.342831Z", + "start_time": "2024-04-29T07:00:04.419341Z" } - } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/markdown": "\n# CosmosHub Revenue and Price Model\n## UATOM Actual state\n
\nSupply             396,050,106,873,247   \nStaked             250,038,037,783,203  \nInflation                        10.00%  \nInflation Community Tax          10.00%  \nStaking Revenue without restake  13.54%  \nStaking Revenue with restake     14.50%\n
" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 9 }, { "cell_type": "code", - "execution_count": 9, - "outputs": [], "source": [], "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2024-03-01T06:55:42.931181Z", - "start_time": "2024-03-01T06:55:42.927845Z" + "end_time": "2024-04-29T07:00:11.345291Z", + "start_time": "2024-04-29T07:00:11.343775Z" } - } + }, + "outputs": [], + "execution_count": 9 } ], "metadata": { diff --git a/src/data_extractors.py b/src/data_extractors.py index 04b2d56..d1c048c 100644 --- a/src/data_extractors.py +++ b/src/data_extractors.py @@ -12,7 +12,7 @@ from config import BOSTROM_RELATED_OSMO_POOLS, BOSTROM_POOLS_BASH_QUERY, OSMOSIS_POOLS_API_URL, BOSTROM_NODE_RPC_URL, \ PUSSY_POOLS_BASH_QUERY, PUSSY_NODE_RPC_URL, INTERCHANGEABLE_IBC_COINS, COINS_IN_DIFFERENT_CHAINS, \ CRESCENT_POOLS_API_URL, POOL_FEE -from src.denom_utils import rename_denom, reverse_rename_denom +from src.denom_utils import rename_denom, reverse_rename_denom, get_readable_asset_denom from src.swap_utils import get_pool_value_by_coin @@ -52,16 +52,21 @@ def get_pools_cyber(network: Literal['bostrom', 'space-pussy'] = 'bostrom', f'cyber query bank balances {address} --node {BOSTROM_NODE_RPC_URL} -o json' if network == 'bostrom' else f'pussy query bank balances {address} --node {PUSSY_NODE_RPC_URL} -o json')['balances']) _pools_cyber_df.loc[:, 'balances'] = \ - _pools_cyber_df['balances'].map(lambda x: [ - {'denom': item['denom'] + '(pussy)' if item['denom'] in ( - 'milliampere', 'millivolt') and network == 'space-pussy' else rename_denom(item['denom']), - 'amount': item['amount']} - for item in x]) + _pools_cyber_df['balances'].map( + lambda x: [ + {'denom': item['denom'] + '(pussy)' if item['denom'] in ( + 'milliampere', 'millivolt') and network == 'space-pussy' else rename_denom(item['denom']), + 'amount': item['amount']} + for item in x + ] + ) _pools_cyber_df.loc[:, 'reserve_coin_denoms'] = \ _pools_cyber_df.reserve_coin_denoms.map( - lambda x: [_coin_denom + '(pussy)' if _coin_denom in ( - 'milliampere', 'millivolt') and network == 'space-pussy' else rename_denom(_coin_denom) - for _coin_denom in x]) + lambda x: [ + _coin_denom + '(pussy)' if _coin_denom in ( + 'milliampere', 'millivolt') and network == 'space-pussy' else rename_denom(_coin_denom) + for _coin_denom in x + ]) _pools_cyber_df.loc[:, 'swap_fee'] = POOL_FEE _pools_cyber_df.loc[:, 'network'] = network if display_data: @@ -310,7 +315,7 @@ def get_prices(pools_df: pd.DataFrame, zero_fee: bool = False, display_data: boo _price_row_list = [] _coins_pair = _pool_row.reserve_coin_denoms _balances = \ - {item['denom']: np.float64(item['amount']) / np.float64(item['weight']) if 'weight' in item.keys() else int( + {item['denom']: np.float64(item['amount']) / np.float64(item['weight']) if 'weight' in item.keys() and item['weight'] is not None else int( item['amount']) for item in _pool_row['balances_with_a_b' if 'balances_with_a_b' in _pool_row.keys() else 'balances']} if _balances: @@ -398,6 +403,8 @@ def get_pool_liquidity(balances: list, balances_dict = {item['denom']: int(item['amount']) for item in balances} if target_denom in denoms: return balances_dict[target_denom] * 2 + if not set(denoms).issubset(set(price_enriched_df.index)): + return 0 if not isnan(price_enriched_df.loc[target_denom, denoms[0]]): return balances_dict[denoms[0]] * price_enriched_df.loc[target_denom, denoms[0]] * 2 if not isnan(price_enriched_df.loc[target_denom, denoms[1]]): @@ -409,6 +416,10 @@ def get_pools_and_prices(networks: Optional[list[str]], pools_isin: Optional[dict[str, list]] = None, pools_not_isin: Optional[dict[str, list]] = None, target_denom: str = 'hydrogen', + min_liquidity: Union[int, float] = 200e9, + bostrom_related_osmo_pools: Optional[list[str]] = None, + get_all_bostrom_related_osmo_pools: bool = True, + get_human_readable_denom_from_ocr: bool = True, zero_fee: bool = False) -> [pd.DataFrame, pd.DataFrame, pd.DataFrame]: """ Get pool, direct price, and enriched price data @@ -416,11 +427,34 @@ def get_pools_and_prices(networks: Optional[list[str]], :param pools_isin: dictionary with pools which must be in result :param pools_not_isin: dictionary with pools which must not be in result :param target_denom: target denom for pool liquidity calculation + :param min_liquidity: minimum liquidity in target denom for price calculation + :param bostrom_related_osmo_pools: tuple of bostrom related pool ids in osmosis network or None for all pools + :param get_all_bostrom_related_osmo_pools: get all bostrom related osmosis pools (pools with boot or hydrogen) + :param get_human_readable_denom_from_ocr: get human-readable denom from On-Chain Registry contract :param zero_fee: calculations without|with pool fees :return: pool, direct price, and enriched price dataframes """ - _pools_df = get_pools(networks=networks) + if get_all_bostrom_related_osmo_pools: + _pools_df = get_pools(networks=networks, bostrom_related_osmo_pools=None) + _pools_df = \ + _pools_df[ + (_pools_df.network.isin(['bostrom', 'space-pussy'])) | + (_pools_df.reserve_coin_denoms.map( + lambda denoms: 'boot in osmosis' in denoms or 'hydrogen in osmosis' in denoms)) | + (_pools_df.network.isin(['osmosis']) & _pools_df.id.isin(BOSTROM_RELATED_OSMO_POOLS))] + else: + _pools_df = get_pools(networks=networks, bostrom_related_osmo_pools=bostrom_related_osmo_pools) + if get_human_readable_denom_from_ocr: + _pools_df.loc[:, 'reserve_coin_denoms'] = \ + _pools_df.apply(lambda x: [get_readable_asset_denom(x['network'], item) for item in x['reserve_coin_denoms']], + axis=1) + _pools_df.loc[:, 'balances'] = _pools_df.apply( + lambda x: [ + {'denom': get_readable_asset_denom(x['network'], item['denom']), + 'amount': item['amount'], + 'weight': item['weight'] if 'weight' in item.keys() else None} for item in x['balances']], + axis=1) if pools_isin: _pools_df = _pools_df[ _pools_df.apply( @@ -433,10 +467,19 @@ def get_pools_and_prices(networks: Optional[list[str]], lambda row: True if row['network'] not in pools_not_isin.keys() or row.id not in pools_not_isin[ row['network']] else False, axis=1)] - _price_df = get_prices(pools_df=_pools_df, zero_fee=zero_fee) + _price_raw_df = get_prices(pools_df=_pools_df, zero_fee=zero_fee) + _price_raw_enriched_df = get_price_enriched(price_df=_price_raw_df, base_coin_denom=target_denom) + _pools_df['liquidity, ' + target_denom] = ( + _pools_df['balances'].map( + lambda _balance: get_pool_liquidity(balances=_balance, target_denom=target_denom, + price_enriched_df=_price_raw_enriched_df))) + # remove small liquidity and recalculate correct prices + _price_df = get_prices(pools_df=_pools_df[_pools_df['liquidity, ' + target_denom] >= min_liquidity], + zero_fee=zero_fee) _price_enriched_df = get_price_enriched(price_df=_price_df, base_coin_denom=target_denom) _pools_df['liquidity, ' + target_denom] = ( _pools_df['balances'].map( lambda _balance: get_pool_liquidity(balances=_balance, target_denom=target_denom, price_enriched_df=_price_enriched_df))) + return _pools_df, _price_df, _price_enriched_df diff --git a/src/denom_utils.py b/src/denom_utils.py index 74d5338..915516a 100644 --- a/src/denom_utils.py +++ b/src/denom_utils.py @@ -1,6 +1,11 @@ -from config import IBC_COIN_NAMES +from functools import cache +from cyberutils.contract import query_contract +from config import IBC_COIN_NAMES, BOSTROM_NODE_LCD_URL, BOSTROM_OCR_CONTRACT + + +@cache def rename_denom(denom: str, denom_names_dict: dict = IBC_COIN_NAMES) -> str: """ Rename denoms to human-readable names @@ -11,6 +16,7 @@ def rename_denom(denom: str, denom_names_dict: dict = IBC_COIN_NAMES) -> str: return denom_names_dict[denom] if denom in denom_names_dict.keys() else denom +@cache def reverse_rename_denom(denom: str, denom_names_dict: dict = IBC_COIN_NAMES) -> str: """ Rename denoms from human-readable to network names @@ -20,3 +26,99 @@ def reverse_rename_denom(denom: str, denom_names_dict: dict = IBC_COIN_NAMES) -> """ denom_names_reverse_dict = {v: k for k, v in denom_names_dict.items()} return denom_names_reverse_dict.get(denom, denom.removesuffix('(pussy)')) + + +@cache +def get_asset_metadata_from_ocr_contract( + chain_name: str, + asset_denom: str, + contract_address: str = BOSTROM_OCR_CONTRACT, + node_lcd_url: str = BOSTROM_NODE_LCD_URL +) -> dict: + """ + Get asset metadata from On-Chain Registry contract + (https://github.com/Snedashkovsky/on-chain-registry?tab=readme-ov-file#assets) + :param chain_name: the chain name + :param asset_denom: the raw asset denom in the chain + :param contract_address: the OCR contract address + :param node_lcd_url: the LCD node url for getting asset metadata for the OCR contract + :return: asset metadata json + """ + return query_contract( + contract_address=contract_address, + query={'get_asset': + {'chain_name': chain_name, + 'base': asset_denom}}, + node_lcd_url=node_lcd_url) + + +@cache +def get_readable_asset_denom_from_ocr_contract( + chain_name: str, + asset_denom: str, + contract_address: str = BOSTROM_OCR_CONTRACT, + node_lcd_url: str = BOSTROM_NODE_LCD_URL +) -> str: + """ + Get human-readable asset denom from On-Chain Registry contract + (https://github.com/Snedashkovsky/on-chain-registry?tab=readme-ov-file#assets) + :param chain_name: the chain name + :param asset_denom: the raw asset denom in the chain + :param contract_address: the OCR contract address + :param node_lcd_url: the LCD node url for getting asset metadata for the OCR contract + :return: human-readable asset denom from OCR contract + """ + if asset_denom[:4] != 'ibc/': + return asset_denom + + asset_metadata = get_asset_metadata_from_ocr_contract( + chain_name=chain_name, + asset_denom=asset_denom, + contract_address=contract_address, + node_lcd_url=node_lcd_url + ) + assert 'data' in asset_metadata.keys() and {'chain_name', 'asset'}.issubset(set(asset_metadata['data'].keys())) + assert asset_metadata['data']['chain_name'] == chain_name + + if 'denom_units' in asset_metadata['data']['asset'].keys() and asset_metadata['data']['asset']['denom_units']: + denom_units = asset_metadata['data']['asset']['denom_units'] + asset_readable_denom = [item['denom'] for item in denom_units if item['exponent'] == 0][0] + elif 'traces' in asset_metadata['data']['asset'].keys() and asset_metadata['data']['asset']['traces']: + trace = asset_metadata['data']['asset']['traces'][-1] + asset_readable_denom = trace['counterparty']['base_denom'] + else: + return asset_denom + + if (asset_readable_denom[:8] == 'factory/' and + 'symbol' in asset_metadata['data']['asset'].keys() and + asset_metadata['data']['asset']['symbol']): + asset_readable_denom = asset_metadata['data']['asset']['symbol'] + + return f'{asset_readable_denom} in {chain_name}' + + +@cache +def get_readable_asset_denom( + chain_name: str, + asset_denom: str, + contract_address: str = BOSTROM_OCR_CONTRACT, + node_lcd_url: str = BOSTROM_NODE_LCD_URL +) -> str: + """ + Get human-readable asset denom from the config dictionary (config.py) or On-Chain Registry contract + (https://github.com/Snedashkovsky/on-chain-registry?tab=readme-ov-file#assets) + :param chain_name: the chain name + :param asset_denom: the raw asset denom in the chain + :param contract_address: the OCR contract address + :param node_lcd_url: the LCD node url for getting asset metadata for the OCR contract + :return: human-readable asset denom + """ + asset_renamed_denom = rename_denom(denom=asset_denom) + if asset_renamed_denom == asset_denom and asset_denom[:4] == 'ibc/': + return get_readable_asset_denom_from_ocr_contract( + chain_name=chain_name, + asset_denom=asset_denom, + contract_address=contract_address, + node_lcd_url=node_lcd_url + ) + return asset_renamed_denom diff --git a/src/swap_utils.py b/src/swap_utils.py index e4be35d..ec198ad 100644 --- a/src/swap_utils.py +++ b/src/swap_utils.py @@ -80,7 +80,7 @@ def get_balance( if price_enriched_df.loc[base_coin_denom, _coin_denom] > 0 else 0 except KeyError: if display_exceptions: - print(f'{_coin_denom} not found in price_df') + print(f'Warning. {_coin_denom} not found in price_df') pass return int(_balance_in_base_coin) if not np.isnan(_balance_in_base_coin) else 0, _balance_all_coins @@ -412,6 +412,6 @@ def swap_osmosis( if _res_json is None or 'txhash' not in _res_json.keys(): print(_res_json) return None - if 'raw_log' not in _res_json.keys() or _res_json['raw_log'][0] != '[': + if 'raw_log' not in _res_json.keys() or (_res_json['raw_log'] and _res_json['raw_log'][0] != '['): print(_res_json) return _res_json["txhash"] diff --git a/swap_optimization.ipynb b/swap_optimization.ipynb index 7f57144..9f025d1 100644 --- a/swap_optimization.ipynb +++ b/swap_optimization.ipynb @@ -21,17 +21,21 @@ "from src.denom_utils import rename_denom\n", "from src.swap_utils import generate_swap_bash_queries\n", "\n", - "source_coin = 'hydrogen'\n", - "target_coin = 'boot'\n", - "source_amount = 30_000_000_000\n", + "source_coin = 'boot'\n", + "target_coin = 'uatom in bostrom'\n", + "source_amount = 155_000_000_000\n", "max_slippage = 0.15\n", - "min_path_decrease_premium = 0.005\n", + "min_path_decrease_premium = 0.05\n", "\n", "source_coin = rename_denom(source_coin)\n", "target_coin = rename_denom(target_coin)" ], "metadata": { - "collapsed": false + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-04-15T05:25:11.199539Z", + "start_time": "2024-04-15T05:25:10.738946Z" + } } }, { @@ -57,7 +61,7 @@ { "data": { "text/plain": "", - "text/html": "
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idtype_idreserve_coin_denomsreserve_account_addresspool_coin_denombalancesswap_feenetwork
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31[boot, tocyb]bostrom1tkpsxklqu74eqsmezcwnc5hmfswrjgn9elcneqpool5D83035BE0E7AB904379161D3C52FB4C1C392265AC1...[{'denom': 'boot', 'amount': '36944670050'}, {'...0.003bostrom
41[hydrogen, tocyb]bostrom1kqkwg2eq9fc5r8f0n66fj6ekc5h3kkmqhthkqxpoolB02CE42B202A71419D2F9EB4996B36C52F1B5B60DAF...[{'denom': 'hydrogen', 'amount': '191501269101'...0.003bostrom
51[hydrogen, milliampere]bostrom10xu73c3nkcdcf6j6u4j2kzq0cjftfj2nv7xz9ypool79B9E8E233B61B84EA5AE564AB080FC492B4C953A9D...[{'denom': 'hydrogen', 'amount': '923050278388'...0.003bostrom
61[hydrogen, millivolt]bostrom1u3u628ue3c5hn7ya4x4cjlk5t2d0unnarrq34kpoolE479A51F998E2979F89DA9AB897ED45A9AFE4E7DE32...[{'denom': 'hydrogen', 'amount': '536801646648'...0.003bostrom
71[hydrogen, uosmo in bostrom]bostrom1np5jg5xq8x7axptrgad8dxd8spg8tavjh5vnazpool98692450C039BDD30563475A7699A7805075F592A36...[{'denom': 'hydrogen', 'amount': '1777283640214...0.003bostrom
81[hydrogen, deprecated uatom in bostrom]bostrom1mgv368468aq8fsk2kynh0lpcsgtwa53zzlnhp0poolDA191D1EBA3F4074C2CAB12777FC388216EED222F57...[]0.003bostrom
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101[milliampere, millivolt]bostrom1jphne3xq7335qvvepkupwcda8yyfp79ggfx7hypool906F3CC4C0F4634031990DB81761BD390890F8A8A80...[{'denom': 'milliampere', 'amount': '139518330'...0.003bostrom
111[boot, millivolt]bostrom1rfyjzaqpt2aywpnvs456la6c9323nqyysaf7zgpool1A492174015ABA47066C8569AFF7582C551980840AA...[{'denom': 'boot', 'amount': '25844972098'}, {'...0.003bostrom
121[hydrogen, uatom in bostrom]bostrom1t4tnfe20fp0m4usalzrwcwt09j78ygpm43jrkqpool5D5734E54F485FBAF21DF886EC396F2CBC72203BF05...[{'denom': 'hydrogen', 'amount': '5606721653144...0.003bostrom
131[boot, pussy in bostrom]bostrom1mrwwj4zm2yx7vzr2gk5td9e9pdfkh9a0uqrq60poolD8DCE9545B510DE6086A45A8B697250B536B97AF2F6...[{'denom': 'boot', 'amount': '17424520743'}, {'...0.003bostrom
141[hydrogen, ugraviton in bostrom]bostrom1hc8368rlu0nj6xxlrxt2hrnkva599g6rmmr53kpoolBE0F1D1C7FE3E72D18DF1996AB8E76676852A34313D...[{'denom': 'hydrogen', 'amount': '13093574288'}...0.003bostrom
151[hydrogen, pussy in bostrom]bostrom1flfejxuef3rq9zpw3t4vm2fhta9mu5gkykzlwepool4FD3991B994C4602882E8AEACDA9375F4BBE5116E06...[{'denom': 'hydrogen', 'amount': '126206094309'...0.003bostrom
161[hydrogen, ujuno in bostrom]bostrom1pd7cpn44a7r9k4kdrzduyvsrlx0vgqy6ne3jjzpool0B7D80CEB5EF865B56CD189BC23203F99EC4009A15A...[{'denom': 'hydrogen', 'amount': '524610420454'...0.003bostrom
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191[hydrogen, wei gravETH in bostrom]bostrom1xg2mcxjz0kj99lxr46tyrtzazltndvu5zrefp0pool3215BC1A427DA452FCC3AE9641AC5D17D736B3943A0...[]0.003bostrom
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idtype_idreserve_coin_denomsreserve_account_addresspool_coin_denombalancesswap_feenetwork
11[boot, hydrogen]bostrom1wrtkzr96362ty7ad0qrwhkpx743xcjrtv7j2cwpool70D7610CBA8E94B27BAD7806EBD826F5626C486BBF5...[{'denom': 'boot', 'amount': '14860335052912'},...0.003bostrom
21[boot, milliampere]bostrom1y7au5el59mf8mlak53gfvmr75gr2m2jz6lra0spool27BBCA67F42ED27DFFB6A450966C7EA206ADAA42BA0...[{'denom': 'boot', 'amount': '568848982921'}, {...0.003bostrom
31[boot, tocyb]bostrom1tkpsxklqu74eqsmezcwnc5hmfswrjgn9elcneqpool5D83035BE0E7AB904379161D3C52FB4C1C392265AC1...[{'denom': 'boot', 'amount': '92916990013'}, {'...0.003bostrom
41[hydrogen, tocyb]bostrom1kqkwg2eq9fc5r8f0n66fj6ekc5h3kkmqhthkqxpoolB02CE42B202A71419D2F9EB4996B36C52F1B5B60DAF...[{'denom': 'hydrogen', 'amount': '1225285881222...0.003bostrom
51[hydrogen, milliampere]bostrom10xu73c3nkcdcf6j6u4j2kzq0cjftfj2nv7xz9ypool79B9E8E233B61B84EA5AE564AB080FC492B4C953A9D...[{'denom': 'hydrogen', 'amount': '8532565599311...0.003bostrom
61[hydrogen, millivolt]bostrom1u3u628ue3c5hn7ya4x4cjlk5t2d0unnarrq34kpoolE479A51F998E2979F89DA9AB897ED45A9AFE4E7DE32...[{'denom': 'hydrogen', 'amount': '8407885754251...0.003bostrom
71[hydrogen, uosmo in bostrom]bostrom1np5jg5xq8x7axptrgad8dxd8spg8tavjh5vnazpool98692450C039BDD30563475A7699A7805075F592A36...[{'denom': 'hydrogen', 'amount': '7791870353142...0.003bostrom
81[hydrogen, deprecated uatom in bostrom]bostrom1mgv368468aq8fsk2kynh0lpcsgtwa53zzlnhp0poolDA191D1EBA3F4074C2CAB12777FC388216EED222F57...[]0.003bostrom
91[uosmo in bostrom, deprecated uatom in bostrom]bostrom1tyx5u9mgwxzzj6rstsjxmfswpft75s0euh5ppupool590D4E176871842968705C246DA60E0A57EA41F9257...[]0.003bostrom
101[milliampere, millivolt]bostrom1jphne3xq7335qvvepkupwcda8yyfp79ggfx7hypool906F3CC4C0F4634031990DB81761BD390890F8A8A80...[{'denom': 'milliampere', 'amount': '777755870'...0.003bostrom
111[boot, millivolt]bostrom1rfyjzaqpt2aywpnvs456la6c9323nqyysaf7zgpool1A492174015ABA47066C8569AFF7582C551980840AA...[{'denom': 'boot', 'amount': '727458919494'}, {...0.003bostrom
121[hydrogen, uatom in bostrom]bostrom1t4tnfe20fp0m4usalzrwcwt09j78ygpm43jrkqpool5D5734E54F485FBAF21DF886EC396F2CBC72203BF05...[{'denom': 'hydrogen', 'amount': '1699982676288...0.003bostrom
131[boot, pussy in bostrom]bostrom1mrwwj4zm2yx7vzr2gk5td9e9pdfkh9a0uqrq60poolD8DCE9545B510DE6086A45A8B697250B536B97AF2F6...[{'denom': 'boot', 'amount': '198242642235'}, {...0.003bostrom
141[hydrogen, ugraviton in bostrom]bostrom1hc8368rlu0nj6xxlrxt2hrnkva599g6rmmr53kpoolBE0F1D1C7FE3E72D18DF1996AB8E76676852A34313D...[{'denom': 'hydrogen', 'amount': '5246631051'},...0.003bostrom
151[hydrogen, pussy in bostrom]bostrom1flfejxuef3rq9zpw3t4vm2fhta9mu5gkykzlwepool4FD3991B994C4602882E8AEACDA9375F4BBE5116E06...[{'denom': 'hydrogen', 'amount': '1503973148560...0.003bostrom
161[hydrogen, ujuno in bostrom]bostrom1pd7cpn44a7r9k4kdrzduyvsrlx0vgqy6ne3jjzpool0B7D80CEB5EF865B56CD189BC23203F99EC4009A15A...[{'denom': 'hydrogen', 'amount': '3553600375'},...0.003bostrom
171[hydrogen, udsm in bostrom]bostrom1kzegfr77yjw5xx6sefv7gtph7sw95ts36glwqfpoolB0B2848FDE249D431B50CA59E42C37F41C5A2E11D04...[{'denom': 'hydrogen', 'amount': '590621413'}, ...0.003bostrom
181[uosmo in bostrom, uatom in bostrom]bostrom17pj98ra6f3n0yfd6tjvwvz9mk8a0u9nr3penznpoolF064538FBA4C66F225BA5C98E608BBB1FAFE16636DE...[{'denom': 'uosmo in bostrom', 'amount': '17481...0.003bostrom
191[hydrogen, weth.grv in bostrom]bostrom1xg2mcxjz0kj99lxr46tyrtzazltndvu5zrefp0pool3215BC1A427DA452FCC3AE9641AC5D17D736B3943A0...[]0.003bostrom
201[hydrogen, aevmos in bostrom]bostrom1wtmjmpjxuhl442wgcm95lp0wz0rre44pncj5h2pool72F72D8646E5FF5AA9C8C6CB4F85EE13C63CD6A15A7...[{'denom': 'hydrogen', 'amount': '5262346880'},...0.003bostrom
211[hydrogen, liquidpussy in bostrom]bostrom1uvngsyyhqfmfkj0kgutcn38da9sfdkdl6rhh0gpoolE32688109702769B49F6471789C4EDE96096D9BFBE2...[{'denom': 'hydrogen', 'amount': '268247618280'...0.003bostrom
221[uatom in bostrom, pussy in bostrom]bostrom1uu68q6cj69njltr38jn90r6nqwkrt8jvng5pjapoolE734706B12D1672FAC713CA6578F5303AC359E4CE08...[{'denom': 'uatom in bostrom', 'amount': '14988...0.003bostrom
231[uatom in bostrom, weth.grv in bostrom]bostrom1ugw92m35dy3xx48v0trtapzjjphk0rf9h4v0yxpoolE21C556E3469226354EC7AC6BE8452906F678D25F91...[]0.003bostrom
241[boot, uatom in bostrom]bostrom1w3052uzdlwtw8wkcygltj92quzx6y7gynqxhnapool745F45704DFB96E3BAD8223EB91540E08DA279049BD...[{'denom': 'boot', 'amount': '280315151985'}, {...0.003bostrom
251[boot, weth.grv in bostrom]bostrom16z63ytq74dd7gfmwugedn3ynaj2897wz8ksfxcpoolD0B5122C1EAB5BE4276EE232D9C493EC9472F9C2655...[]0.003bostrom
261[boot, uosmo in bostrom]bostrom1jfcvv69yvz9nkc4j7ul9dwfe243k0hzs7uvguqpool9270C668A4608B3B62B2F73E56B939556367DC502CB...[{'denom': 'boot', 'amount': '719260915859'}, {...0.003bostrom
271[uosmo in bostrom, pussy in bostrom]bostrom1k2q9pemxj2tw8hgsucr3ncupwarjnd6r3en2vrpoolB28050E7669296E3DD10E60719E381774729B74302C...[{'denom': 'uosmo in bostrom', 'amount': '10429...0.003bostrom
281[pussy in bostrom, liquidpussy in bostrom]bostrom1297muk4yk783hzgymfrmdwfn4ta849fu2c88fgpool517DBE5AA4B78F1B8904DA47B6B933AAFA7A953C934...[{'denom': 'pussy in bostrom', 'amount': '21533...0.003bostrom
\n
" }, "metadata": {}, "output_type": "display_data" @@ -67,7 +71,11 @@ "pools_df = get_pools(networks=['bostrom'], display_data=True)" ], "metadata": { - "collapsed": false + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-04-15T05:25:14.386977Z", + "start_time": "2024-04-15T05:25:11.201364Z" + } } }, { @@ -86,7 +94,7 @@ { "data": { "text/plain": "", - "text/html": "
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boot0.2446390.000278NaNNaN14958.48607934.073182NaNNaNNaN1383.887836NaNNaN297.4641890.9903231NaNNaN
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" }, "metadata": {}, "output_type": "display_data" @@ -96,7 +104,11 @@ "price_df = get_prices(pools_df=pools_df, display_data=True)" ], "metadata": { - "collapsed": false + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-04-15T05:25:14.439388Z", + "start_time": "2024-04-15T05:25:14.390648Z" + } } }, { @@ -116,13 +128,11 @@ "name": "stdout", "output_type": "stream", "text": [ - "ways count 5\n", - "1. hydrogen -> boot\n", - "2. hydrogen -> milliampere, milliampere -> boot\n", - "3. hydrogen -> tocyb, tocyb -> boot\n", - "4. hydrogen -> pussy in bostrom, pussy in bostrom -> boot\n", - "5. hydrogen -> millivolt, millivolt -> boot\n", - "\n" + "ways count 4\n", + "1. boot -> uatom in bostrom\n", + "2. boot -> hydrogen, hydrogen -> uatom in bostrom\n", + "3. boot -> pussy in bostrom, pussy in bostrom -> uatom in bostrom\n", + "4. boot -> uosmo in bostrom, uosmo in bostrom -> uatom in bostrom\n" ] } ], @@ -145,7 +155,11 @@ "print(''.join(f'{str(i + 1)}. {way_to_str(way)}\\n' for i, way in enumerate(ways)))" ], "metadata": { - "collapsed": false + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-04-15T05:25:14.450956Z", + "start_time": "2024-04-15T05:25:14.419847Z" + } } }, { @@ -208,7 +222,11 @@ " _swap_amount_df['swap_result'].max()" ], "metadata": { - "collapsed": false + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-04-15T05:25:14.481557Z", + "start_time": "2024-04-15T05:25:14.431256Z" + } } }, { @@ -218,7 +236,7 @@ { "data": { "text/plain": "", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
wayamountswap_queries
[[hydrogen, boot]]3.000000e+10[cyber tx liquidity swap 1 1 30000000000hydroge...
[[hydrogen, milliampere], [milliampere, boot]]0.000000e+00[cyber tx liquidity swap 5 1 0hydrogen milliamp...
[[hydrogen, tocyb], [tocyb, boot]]0.000000e+00[cyber tx liquidity swap 4 1 0hydrogen tocyb 7....
[[hydrogen, pussy in bostrom], [pussy in bostro...0.000000e+00[cyber tx liquidity swap 15 1 0hydrogen ibc/43D...
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wayamountswap_queries
[[boot, uatom in bostrom]]0.000000e+00[cyber tx liquidity swap 24 1 0boot ibc/15E9C5C...
[[boot, hydrogen], [hydrogen, uatom in bostrom]]1.550000e+11[cyber tx liquidity swap 1 1 155000000000boot h...
[[boot, pussy in bostrom], [pussy in bostrom, u...0.000000e+00[cyber tx liquidity swap 13 1 0boot ibc/43DB755...
[[boot, uosmo in bostrom], [uosmo in bostrom, u...0.000000e+00[cyber tx liquidity swap 26 1 0boot ibc/13B2C53...
\n
" }, "metadata": {}, "output_type": "display_data" @@ -227,13 +245,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "Source amount 30,000,000,000 hydrogen\n", - "Max target amount 10,530,766,252 boot\n", + "Source amount 155,000,000,000 boot\n", + "Max target amount 474,284,844 uatom in bostrom\n", "\n", - "hydrogen -> boot\n", - "Amount 30,000,000,000 hydrogen\n", - "cyber tx liquidity swap 1 1 30000000000hydrogen boot 3.227293272287 0.003 --from $WALLET --chain-id bostrom --gas 200000 --gas-prices 0.01boot --yes --node https://rpc.bostrom.cybernode.ai:443 --broadcast-mode block \n", - "\n" + "boot -> hydrogen, hydrogen -> uatom in bostrom\n", + "Amount 155,000,000,000 boot\n", + "cyber tx liquidity swap 1 1 155000000000boot hydrogen 0.281334926436 0.003 --from $WALLET --chain-id bostrom --gas 200000 --gas-prices 0.01boot --yes --node https://rpc.bostrom.bronbro.io:443 --broadcast-mode block\n", + "cyber tx liquidity swap 12 1 616921111972hydrogen ibc/15E9C5CF5969080539DB395FA7D9C0868265217EFC528433671AAF9B1912D159 1407.424274369368 0.003 --from $WALLET --chain-id bostrom --gas 200000 --gas-prices 0.01boot --yes --node https://rpc.bostrom.bronbro.io:443 --broadcast-mode block \n" ] } ], @@ -249,7 +267,11 @@ " print('\\n'.join(row.swap_queries), '\\n')" ], "metadata": { - "collapsed": false + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-04-15T05:25:20.204992Z", + "start_time": "2024-04-15T05:25:14.450546Z" + } } }, { @@ -258,7 +280,11 @@ "outputs": [], "source": [], "metadata": { - "collapsed": false + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-04-15T05:25:20.205405Z", + "start_time": "2024-04-15T05:25:20.200500Z" + } } } ],