Skip to content

Instantly share code, notes, and snippets.

@cvauclair

cvauclair/traderjoe.ipynb

Created May 13, 2022 16:00
Show Gist options

  • Select an option

    Learn more about clone URLs
  • Save cvauclair/7625acf1ee9ab23ec62f378580270178 to your computer and use it in GitHub Desktop.

Select an option

Learn more about clone URLs
Save cvauclair/7625acf1ee9ab23ec62f378580270178 to your computer and use it in GitHub Desktop.
Download ZIP
Display the source blob
Display the rendered blob
Raw
traderjoe.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from subgrounds.subgrounds import Subgrounds\n",
"\n",
"sg = Subgrounds()\n",
"traderjoe = sg.load_subgraph('https://api.thegraph.com/subgraphs/name/traderjoe-xyz/exchange')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>pairs_name</th>\n",
" <th>pairs_hourData_date</th>\n",
" <th>pairs_hourData_reserveUSD</th>\n",
" <th>pairs_hourData_volumeUSD</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>WAVAX-AZOT</td>\n",
" <td>1640127600</td>\n",
" <td>6.853671e-02</td>\n",
" <td>135.597649</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>WAVAX-CORK</td>\n",
" <td>1648432800</td>\n",
" <td>2.435276e+00</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>WAVAX-CORK</td>\n",
" <td>1648425600</td>\n",
" <td>2.902809e+04</td>\n",
" <td>24.110151</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>WAVAX-CORK</td>\n",
" <td>1648422000</td>\n",
" <td>2.906234e+04</td>\n",
" <td>24.924910</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>WAVAX-CORK</td>\n",
" <td>1648393200</td>\n",
" <td>2.766184e+04</td>\n",
" <td>4051.162292</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>SGX-WAVAX</td>\n",
" <td>1647993600</td>\n",
" <td>4.784549e+00</td>\n",
" <td>39.692602</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>SGX-WAVAX</td>\n",
" <td>1647975600</td>\n",
" <td>3.102367e-15</td>\n",
" <td>171779.721973</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>SGX-WAVAX</td>\n",
" <td>1647972000</td>\n",
" <td>3.390346e+05</td>\n",
" <td>129805.104159</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>SGX-WAVAX</td>\n",
" <td>1647968400</td>\n",
" <td>3.346531e+05</td>\n",
" <td>70153.928797</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>SGX-WAVAX</td>\n",
" <td>1647964800</td>\n",
" <td>2.056567e+05</td>\n",
" <td>2645.607188</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>WGMI-WAVAX</td>\n",
" <td>1643734800</td>\n",
" <td>4.103091e-01</td>\n",
" <td>0.000627</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>WGMI-WAVAX</td>\n",
" <td>1636898400</td>\n",
" <td>5.395632e-01</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>WGMI-WAVAX</td>\n",
" <td>1636869600</td>\n",
" <td>1.286517e+03</td>\n",
" <td>12.387509</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>WGMI-WAVAX</td>\n",
" <td>1636855200</td>\n",
" <td>1.229928e+03</td>\n",
" <td>585.256183</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>WGMI-WAVAX</td>\n",
" <td>1636851600</td>\n",
" <td>1.856106e+03</td>\n",
" <td>741.835575</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>MRSP-WAVAX</td>\n",
" <td>1648098000</td>\n",
" <td>1.946288e-01</td>\n",
" <td>820.942430</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>MRSP-WAVAX</td>\n",
" <td>1648033200</td>\n",
" <td>1.642326e+03</td>\n",
" <td>4.236580</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>MRSP-WAVAX</td>\n",
" <td>1648029600</td>\n",
" <td>1.201483e+05</td>\n",
" <td>209940.375204</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>WEB3-WAVAX</td>\n",
" <td>1644598800</td>\n",
" <td>1.433659e-01</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>WEB3-WAVAX</td>\n",
" <td>1644584400</td>\n",
" <td>7.306449e+03</td>\n",
" <td>170.622693</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>WEB3-WAVAX</td>\n",
" <td>1644580800</td>\n",
" <td>6.981127e+03</td>\n",
" <td>108.563160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>MOON-WAVAX</td>\n",
" <td>1647428400</td>\n",
" <td>1.458300e-02</td>\n",
" <td>221.509123</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>MOON-WAVAX</td>\n",
" <td>1647360000</td>\n",
" <td>4.357886e+02</td>\n",
" <td>10.101222</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>MOON-WAVAX</td>\n",
" <td>1647352800</td>\n",
" <td>4.067626e+02</td>\n",
" <td>158375.504790</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>MOON-WAVAX</td>\n",
" <td>1647349200</td>\n",
" <td>1.496111e+05</td>\n",
" <td>43694.451793</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>WAVAX-PNPL</td>\n",
" <td>1647536400</td>\n",
" <td>1.231884e-02</td>\n",
" <td>101.133121</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>WAVAX-PNPL</td>\n",
" <td>1647442800</td>\n",
" <td>1.785982e+02</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>WAVAX-PNPL</td>\n",
" <td>1647439200</td>\n",
" <td>1.471443e+05</td>\n",
" <td>17.715049</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>WAVAX-PNPL</td>\n",
" <td>1647435600</td>\n",
" <td>1.470320e+05</td>\n",
" <td>129449.916623</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>WAVAX-PNPL</td>\n",
" <td>1647432000</td>\n",
" <td>1.467385e+05</td>\n",
" <td>20498.166359</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>SCR-WAVAX</td>\n",
" <td>1637038800</td>\n",
" <td>2.367309e-02</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>SCR-WAVAX</td>\n",
" <td>1636995600</td>\n",
" <td>4.010205e+03</td>\n",
" <td>50.811984</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>WAVAX-SHIB</td>\n",
" <td>1648526400</td>\n",
" <td>5.864251e-02</td>\n",
" <td>740.544034</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>WAVAX-SHIB</td>\n",
" <td>1648411200</td>\n",
" <td>1.343841e+03</td>\n",
" <td>86589.403411</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>WAVAX-SHIB</td>\n",
" <td>1648407600</td>\n",
" <td>7.641150e+04</td>\n",
" <td>72315.121979</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" pairs_name pairs_hourData_date pairs_hourData_reserveUSD \\\n",
"0 WAVAX-AZOT 1640127600 6.853671e-02 \n",
"1 WAVAX-CORK 1648432800 2.435276e+00 \n",
"2 WAVAX-CORK 1648425600 2.902809e+04 \n",
"3 WAVAX-CORK 1648422000 2.906234e+04 \n",
"4 WAVAX-CORK 1648393200 2.766184e+04 \n",
"5 SGX-WAVAX 1647993600 4.784549e+00 \n",
"6 SGX-WAVAX 1647975600 3.102367e-15 \n",
"7 SGX-WAVAX 1647972000 3.390346e+05 \n",
"8 SGX-WAVAX 1647968400 3.346531e+05 \n",
"9 SGX-WAVAX 1647964800 2.056567e+05 \n",
"10 WGMI-WAVAX 1643734800 4.103091e-01 \n",
"11 WGMI-WAVAX 1636898400 5.395632e-01 \n",
"12 WGMI-WAVAX 1636869600 1.286517e+03 \n",
"13 WGMI-WAVAX 1636855200 1.229928e+03 \n",
"14 WGMI-WAVAX 1636851600 1.856106e+03 \n",
"15 MRSP-WAVAX 1648098000 1.946288e-01 \n",
"16 MRSP-WAVAX 1648033200 1.642326e+03 \n",
"17 MRSP-WAVAX 1648029600 1.201483e+05 \n",
"18 WEB3-WAVAX 1644598800 1.433659e-01 \n",
"19 WEB3-WAVAX 1644584400 7.306449e+03 \n",
"20 WEB3-WAVAX 1644580800 6.981127e+03 \n",
"21 MOON-WAVAX 1647428400 1.458300e-02 \n",
"22 MOON-WAVAX 1647360000 4.357886e+02 \n",
"23 MOON-WAVAX 1647352800 4.067626e+02 \n",
"24 MOON-WAVAX 1647349200 1.496111e+05 \n",
"25 WAVAX-PNPL 1647536400 1.231884e-02 \n",
"26 WAVAX-PNPL 1647442800 1.785982e+02 \n",
"27 WAVAX-PNPL 1647439200 1.471443e+05 \n",
"28 WAVAX-PNPL 1647435600 1.470320e+05 \n",
"29 WAVAX-PNPL 1647432000 1.467385e+05 \n",
"30 SCR-WAVAX 1637038800 2.367309e-02 \n",
"31 SCR-WAVAX 1636995600 4.010205e+03 \n",
"32 WAVAX-SHIB 1648526400 5.864251e-02 \n",
"33 WAVAX-SHIB 1648411200 1.343841e+03 \n",
"34 WAVAX-SHIB 1648407600 7.641150e+04 \n",
"\n",
" pairs_hourData_volumeUSD \n",
"0 135.597649 \n",
"1 0.000000 \n",
"2 24.110151 \n",
"3 24.924910 \n",
"4 4051.162292 \n",
"5 39.692602 \n",
"6 171779.721973 \n",
"7 129805.104159 \n",
"8 70153.928797 \n",
"9 2645.607188 \n",
"10 0.000627 \n",
"11 0.000000 \n",
"12 12.387509 \n",
"13 585.256183 \n",
"14 741.835575 \n",
"15 820.942430 \n",
"16 4.236580 \n",
"17 209940.375204 \n",
"18 0.000000 \n",
"19 170.622693 \n",
"20 108.563160 \n",
"21 221.509123 \n",
"22 10.101222 \n",
"23 158375.504790 \n",
"24 43694.451793 \n",
"25 101.133121 \n",
"26 0.000000 \n",
"27 17.715049 \n",
"28 129449.916623 \n",
"29 20498.166359 \n",
"30 0.000000 \n",
"31 50.811984 \n",
"32 740.544034 \n",
"33 86589.403411 \n",
"34 72315.121979 "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pairs = traderjoe.Query.pairs(\n",
" where={\n",
" 'name_contains': 'WAVAX'\n",
" },\n",
" first=10\n",
")\n",
"\n",
"day_data = pairs.hourData(\n",
" orderBy=traderjoe.PairHourData.date,\n",
" orderDirection='desc',\n",
" first=10\n",
")\n",
"\n",
"sg.query_df([\n",
" pairs.name,\n",
" day_data.date,\n",
" day_data.reserveUSD,\n",
" day_data.volumeUSD\n",
"])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"interpreter": {
"hash": "2e9857869ef893fe3089fdeac74fc6a0e858b27488cc856a7fd4035853dadec4"
},
"kernelspec": {
"display_name": "Python 3.10.4 ('subgrounds-6wgS1ogI-py3.10')",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.4"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment