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Funding_Rate/engine_best_funding_rate.ipynb

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{
"cells": [
{
"cell_type": "code",
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"execution_count": 1,
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"id": "0b5ca901",
"metadata": {},
"outputs": [],
"source": [
"import requests\n",
"import pandas as pd\n",
"import numpy as np\n",
"from datetime import datetime\n",
"import time\n",
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"import json\n",
"import valkey\n",
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"from dataclasses import dataclass, field, asdict\n",
"import modules.structs as structs\n",
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"\n",
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"import modules.manual_leverage as leverage\n",
"VAL_KEY = valkey.Valkey(host='localhost', port=6379, db=0, decode_responses=True)\n",
"\n",
"df_leverage_by_exch = pd.DataFrame(data=leverage.LEVERAGE_BY_EXCH)"
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]
},
{
"cell_type": "code",
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"execution_count": 2,
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"id": "20665e82",
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"metadata": {},
"outputs": [],
"source": [
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"### ********** TODO: ADD IN VOLUME DATA TO FILTER MKTS ###"
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]
},
{
"cell_type": "code",
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"execution_count": 3,
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"id": "53647b40",
"metadata": {},
"outputs": [],
"source": [
"# ### ASTER Historical FR ###\n",
"# params = {\n",
"# 'limit': 1000,\n",
"# }\n",
"# r = json.loads(requests.get('https://fapi.asterdex.com/fapi/v3/fundingRate', params=params).text)\n",
"# df_aster_hist_fr = pd.DataFrame(r)\n",
"# df_aster_hist_fr['funding_rate_ts_dt'] = pd.to_datetime(df_aster_hist_fr['fundingTime'], unit='ms')\n",
"# df_aster_hist_fr = df_aster_hist_fr.sort_values(by='fundingTime', ascending=True).drop_duplicates(subset=['symbol'], keep='last')"
]
},
{
"cell_type": "code",
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"execution_count": 4,
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"id": "1f3b65ee",
"metadata": {},
"outputs": [],
"source": [
"# ### ASTER Current FR ###\n",
"# r = json.loads(requests.get('https://fapi.asterdex.com/fapi/v3/fundingInfo').text)\n",
"# df_aster_current_fr = pd.DataFrame(r)\n",
"# df_aster_current_fr['funding_rate_ts_dt'] = pd.to_datetime(df_aster_current_fr['time'], unit='ms')\n",
"# df_aster_current_fr['funding_rate'] = df_aster_current_fr['interestRate']\n"
]
},
{
"cell_type": "code",
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"execution_count": 5,
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"id": "e33ec721",
"metadata": {},
"outputs": [],
"source": [
"### Extended Current FR ###\n",
"r = json.loads(requests.get('https://api.starknet.extended.exchange/api/v1/info/markets').text)\n",
"df_extend_current_mkt_stats = pd.DataFrame(r['data'])\n",
"\n",
"df_extend_current_mkt_stats['funding_rate'] = df_extend_current_mkt_stats['marketStats'].apply(lambda x: x.get('fundingRate',{}))\n",
"df_extend_current_mkt_stats['funding_rate_ts'] = df_extend_current_mkt_stats['marketStats'].apply(lambda x: x.get('nextFundingRate',{}))\n",
"df_extend_current_mkt_stats['min_order_size'] = df_extend_current_mkt_stats['tradingConfig'].apply(lambda x: x.get('minOrderSize',{}))\n",
"df_extend_current_mkt_stats['min_price_change'] = df_extend_current_mkt_stats['tradingConfig'].apply(lambda x: x.get('minPriceChange',{}))\n",
"df_extend_current_mkt_stats['max_leverage'] = df_extend_current_mkt_stats['tradingConfig'].apply(lambda x: x.get('maxLeverage',{}))\n",
"\n",
"\n",
"# df_extend_current_fr = df_extend_current_mkt_stats[['status','name','assetName','collateralAssetName','category','min_order_size','min_price_change','max_leverage','funding_rate','funding_rate_ts']]\n",
"# df_extend_current_fr['funding_rate_ts_dt'] = pd.to_datetime(df_extend_current_fr['funding_rate_ts'], unit='ms')\n",
"# df_extend_current_fr = df_extend_current_fr.loc[df_extend_current_fr['status']=='ACTIVE',:]"
]
},
{
"cell_type": "code",
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"execution_count": 6,
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"id": "62815940",
"metadata": {},
"outputs": [],
"source": [
"### ASTER Current FR from Mark Price Req ###\n",
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"# r = json.loads(requests.get('https://fapi.asterdex.com/fapi/v3/exchangeInfo').text)\n",
"# df_aster_current_mkt_stats = pd.DataFrame(r)\n",
"# ### ASTER Current FR from Mark Price Req ###\n",
"# r = json.loads(requests.get('https://fapi.asterdex.com/fapi/v3/premiumIndex').text)\n",
"# df_aster_current_mkt_stats = pd.DataFrame(r)"
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]
},
{
"cell_type": "code",
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"execution_count": null,
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"id": "271a67c1",
"metadata": {},
"outputs": [],
"source": [
"### ASTER CURRENT FR - WS ###\n",
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"df_aster_current_fr = pd.DataFrame(json.loads(VAL_KEY.get('fund_rate_aster_all'))) # ty:ignore[invalid-argument-type]\n",
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"df_aster_current_fr = df_aster_current_fr[['s','E','r','T']].rename({'s':'symbol','E':'funding_rate_updated_ts_ms','r':'funding_rate','T':'next_funding_ts'}, axis=1)\n",
"df_aster_current_fr['funding_rate_updated_dt'] = pd.to_datetime(df_aster_current_fr['funding_rate_updated_ts_ms'], unit='ms')\n",
"df_aster_current_fr['funding_rate'] = df_aster_current_fr['funding_rate'].astype(float)\n",
"df_aster_current_fr['time_delta_to_next_funding'] = pd.to_datetime(df_aster_current_fr['next_funding_ts'], unit='ms') - pd.Timestamp.now()"
]
},
{
"cell_type": "code",
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"execution_count": null,
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"id": "1ce2fde4",
"metadata": {},
"outputs": [],
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"source": [
"### EXTEND CURRENT FR - WS ###\n",
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"df_extended_current_fr = pd.DataFrame(json.loads(VAL_KEY.get('fund_rate_extended_all'))) # ty:ignore[invalid-argument-type]\n",
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"df_extended_current_fr = df_extended_current_fr[['symbol','funding_rate_updated_ts_ms','funding_rate']]\n",
"df_extended_current_fr['funding_rate_updated_dt'] = pd.to_datetime(df_extended_current_fr['funding_rate_updated_ts_ms'], unit='ms')\n",
"df_extended_current_fr['funding_rate'] = df_extended_current_fr['funding_rate'].astype(float)\n",
"\n",
"# df_extended_current_fr = df_extended_current_fr.merge(df_extend_current_mkt_stats[['name','assetName','status', 'funding_rate_ts','max_leverage']].rename({'name':'symbol','funding_rate_ts':'next_funding_ts'}, axis=1), on='symbol', how='left')\n",
"df_extended_current_fr = df_extended_current_fr.merge(df_extend_current_mkt_stats[['name','assetName','status', 'funding_rate_ts']].rename({'name':'symbol','funding_rate_ts':'next_funding_ts'}, axis=1), on='symbol', how='left')\n",
"df_extended_current_fr = df_extended_current_fr.loc[df_extended_current_fr['status']=='ACTIVE',:]\n",
"df_extended_current_fr['USDT_Symbol'] = df_extended_current_fr['assetName'] + 'USDT'\n",
"df_extended_current_fr['time_delta_to_next_funding'] = pd.to_datetime(df_extended_current_fr['next_funding_ts'], unit='ms') - pd.Timestamp.now()"
]
},
{
"cell_type": "code",
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"execution_count": 13,
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"id": "ff88b413",
"metadata": {},
"outputs": [],
"source": [
"### COMBINED CURRENT FR - WS ###\n",
"df_comb_current_fr = df_extended_current_fr.merge(df_aster_current_fr, left_on='USDT_Symbol', right_on='symbol', how='inner', suffixes=('_ext', '_ast'))\n",
"df_comb_current_fr['next_funding_at_same_time'] = (abs(df_comb_current_fr['time_delta_to_next_funding_ext'].dt.total_seconds() - df_comb_current_fr['time_delta_to_next_funding_ast'].dt.total_seconds()) / 60) < 1\n",
"df_comb_current_fr['net_funding_rate'] = (df_comb_current_fr[['funding_rate_ext', 'funding_rate_ast']].max(axis=1) - df_comb_current_fr[['funding_rate_ext', 'funding_rate_ast']].min(axis=1)).where(df_comb_current_fr['next_funding_at_same_time'], df_comb_current_fr['funding_rate_ext'])\n",
"df_comb_current_fr['net_funding_rate_abs'] = df_comb_current_fr['net_funding_rate'].abs()\n",
"\n",
"### NET MULT ###\n",
"df_comb_current_fr = df_comb_current_fr.merge(df_leverage_by_exch.loc[df_leverage_by_exch['exchange']=='EXTEND'], left_on='assetName', right_on='lh_asset').merge(df_leverage_by_exch.loc[df_leverage_by_exch['exchange']=='ASTER'], left_on='assetName', right_on='lh_asset', suffixes=('_ext', '_ast'))\n",
"df_comb_current_fr['net_mult'] = 1 / ( ( 0.5 / df_comb_current_fr['max_leverage_ext'] ) + ( 0.5 / df_comb_current_fr['max_leverage_ast'] ) )\n",
"df_comb_current_fr['net_mult'] = df_comb_current_fr['net_mult'].round(2)\n",
"df_comb_current_fr['net_mult_x_net_fr_abs'] = df_comb_current_fr['net_funding_rate_abs'] * df_comb_current_fr['net_mult']"
]
},
{
"cell_type": "code",
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"execution_count": 14,
"id": "2a57ff44",
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"metadata": {},
"outputs": [
{
"data": {
"application/vnd.microsoft.datawrangler.viewer.v0+json": {
"columns": [
{
"name": "index",
"rawType": "int64",
"type": "integer"
},
{
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"name": "symbol_ext",
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"rawType": "str",
"type": "string"
},
{
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"name": "funding_rate_updated_ts_ms_ext",
"rawType": "int64",
"type": "integer"
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},
{
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"name": "funding_rate_ext",
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"rawType": "float64",
"type": "float"
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},
{
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"name": "funding_rate_updated_dt_ext",
"rawType": "datetime64[ms]",
"type": "datetime"
},
{
"name": "assetName",
"rawType": "str",
"type": "string"
},
{
"name": "status",
"rawType": "str",
"type": "string"
},
{
"name": "next_funding_ts_ext",
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"rawType": "float64",
"type": "float"
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},
{
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"name": "USDT_Symbol",
"rawType": "str",
"type": "string"
},
{
"name": "time_delta_to_next_funding_ext",
"rawType": "timedelta64[us]",
"type": "unknown"
},
{
"name": "symbol_ast",
"rawType": "str",
"type": "string"
},
{
"name": "funding_rate_updated_ts_ms_ast",
"rawType": "int64",
"type": "integer"
},
{
"name": "funding_rate_ast",
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"rawType": "float64",
"type": "float"
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},
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{
"name": "next_funding_ts_ast",
"rawType": "int64",
"type": "integer"
},
{
"name": "funding_rate_updated_dt_ast",
"rawType": "datetime64[ms]",
"type": "datetime"
},
{
"name": "time_delta_to_next_funding_ast",
"rawType": "timedelta64[us]",
"type": "unknown"
},
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{
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"name": "next_funding_at_same_time",
"rawType": "bool",
"type": "boolean"
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},
{
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"name": "net_funding_rate",
"rawType": "float64",
"type": "float"
},
{
"name": "net_funding_rate_abs",
"rawType": "float64",
"type": "float"
},
{
"name": "exchange_ext",
"rawType": "str",
"type": "string"
},
{
"name": "lh_asset_ext",
"rawType": "str",
"type": "string"
},
{
"name": "rh_asset_ext",
"rawType": "str",
"type": "string"
},
{
"name": "max_leverage_ext",
"rawType": "int64",
"type": "integer"
},
{
"name": "max_notional_ext",
"rawType": "int64",
"type": "integer"
},
{
"name": "exchange_ast",
"rawType": "str",
"type": "string"
},
{
"name": "lh_asset_ast",
"rawType": "str",
"type": "string"
},
{
"name": "rh_asset_ast",
"rawType": "str",
"type": "string"
},
{
"name": "max_leverage_ast",
"rawType": "int64",
"type": "integer"
},
{
"name": "max_notional_ast",
"rawType": "int64",
"type": "integer"
},
{
"name": "net_mult",
"rawType": "float64",
"type": "float"
},
{
"name": "net_mult_x_net_fr_abs",
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"rawType": "float64",
"type": "float"
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}
],
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"ref": "828df49a-a9ee-4c48-b86a-3cead015814c",
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[
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"BTC-USD",
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"False",
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],
[
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"ETH-USD",
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"False",
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],
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"SOL-USD",
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"False",
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],
[
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"DOGE-USD",
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"1.3e-05",
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"2026-04-29 04:52:59.597000",
"DOGE",
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"False",
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"1.3e-05",
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"USD",
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],
[
"4",
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"BNB-USD",
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"1777438379597",
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"BNB",
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"BNBUSDT",
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"0 days 00:56:57.938774",
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"False",
refactor algo orchestrator and hedge ratio bug fix
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"1.3e-05",
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],
[
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"XRP-USD",
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"XRP",
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2026-04-29 16:18:42 +00:00
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" <td>1.777496e+12</td>\n",
" <td>ETHUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>ETHUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>50</td>\n",
" <td>4000000</td>\n",
" <td>ASTER</td>\n",
" <td>ETH</td>\n",
" <td>USDT</td>\n",
" <td>150</td>\n",
" <td>300000</td>\n",
" <td>75.00</td>\n",
" <td>0.000975</td>\n",
working aster triggers extend
2026-04-28 22:40:35 +00:00
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>SOL-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>-0.000005</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>SOL</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>SOLUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>SOLUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>50</td>\n",
" <td>1000000</td>\n",
" <td>ASTER</td>\n",
" <td>SOL</td>\n",
" <td>USDT</td>\n",
" <td>100</td>\n",
" <td>50000</td>\n",
" <td>66.67</td>\n",
" <td>0.000333</td>\n",
working aster triggers extend
2026-04-28 22:40:35 +00:00
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>DOGE-USD</td>\n",
" <td>1777438379597</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <td>0.000013</td>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>DOGE</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>DOGEUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>DOGEUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>50</td>\n",
" <td>500000</td>\n",
" <td>ASTER</td>\n",
" <td>DOGE</td>\n",
" <td>USDT</td>\n",
" <td>75</td>\n",
" <td>80000</td>\n",
" <td>60.00</td>\n",
" <td>0.000780</td>\n",
working aster triggers extend
2026-04-28 22:40:35 +00:00
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <td>BNB-USD</td>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>1777438379597</td>\n",
" <td>0.000013</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>BNB</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <td>BNBUSDT</td>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>0 days 00:56:57.938774</td>\n",
" <td>BNBUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>50</td>\n",
" <td>500000</td>\n",
" <td>ASTER</td>\n",
" <td>BNB</td>\n",
" <td>USDT</td>\n",
" <td>100</td>\n",
" <td>10000</td>\n",
" <td>66.67</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <td>0.000867</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>XRP-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000002</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>XRP</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>XRPUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>XRPUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>50</td>\n",
" <td>500000</td>\n",
" <td>ASTER</td>\n",
" <td>XRP</td>\n",
" <td>USDT</td>\n",
" <td>100</td>\n",
" <td>40000</td>\n",
" <td>66.67</td>\n",
" <td>0.000133</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>SUI-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>-0.000009</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>SUI</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>SUIUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>SUIUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>50</td>\n",
" <td>500000</td>\n",
" <td>ASTER</td>\n",
" <td>SUI</td>\n",
" <td>USDT</td>\n",
" <td>75</td>\n",
" <td>5416</td>\n",
" <td>60.00</td>\n",
" <td>0.000540</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>HYPE-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000013</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>HYPE</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>HYPEUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>HYPEUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>50</td>\n",
" <td>1000000</td>\n",
" <td>ASTER</td>\n",
" <td>HYPE</td>\n",
" <td>USDT</td>\n",
" <td>300</td>\n",
" <td>1000</td>\n",
" <td>85.71</td>\n",
" <td>0.001114</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>ENA-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000013</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>ENA</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>ENAUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>ENAUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>50</td>\n",
" <td>500000</td>\n",
" <td>ASTER</td>\n",
" <td>ENA</td>\n",
" <td>USDT</td>\n",
" <td>25</td>\n",
" <td>30473</td>\n",
" <td>33.33</td>\n",
" <td>0.000433</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>AAVE-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000006</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>AAVE</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>AAVEUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>AAVEUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>50</td>\n",
" <td>500000</td>\n",
" <td>ASTER</td>\n",
" <td>AAVE</td>\n",
" <td>USDT</td>\n",
" <td>10</td>\n",
" <td>115290</td>\n",
" <td>16.67</td>\n",
" <td>0.000100</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>TRUMP-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>-0.000001</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>TRUMP</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>TRUMPUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>TRUMPUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>25</td>\n",
" <td>400000</td>\n",
" <td>ASTER</td>\n",
" <td>TRUMP</td>\n",
" <td>USDT</td>\n",
" <td>50</td>\n",
" <td>5567</td>\n",
" <td>33.33</td>\n",
" <td>0.000033</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>INIT-USD</td>\n",
" <td>1777438379597</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <td>0.000013</td>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>INIT</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>INITUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>INITUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>5</td>\n",
" <td>100000</td>\n",
" <td>ASTER</td>\n",
" <td>INIT</td>\n",
" <td>USDT</td>\n",
" <td>50</td>\n",
" <td>5000</td>\n",
" <td>9.09</td>\n",
" <td>0.000118</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>XAU-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000023</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>XAU</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>XAUUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>XAUUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>25</td>\n",
" <td>2000000</td>\n",
" <td>ASTER</td>\n",
" <td>XAU</td>\n",
" <td>USDT</td>\n",
" <td>75</td>\n",
" <td>2500</td>\n",
" <td>37.50</td>\n",
" <td>0.000862</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>XAG-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000003</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>XAG</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>XAGUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>XAGUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>10</td>\n",
" <td>1000000</td>\n",
" <td>ASTER</td>\n",
" <td>XAG</td>\n",
" <td>USDT</td>\n",
" <td>100</td>\n",
" <td>50000</td>\n",
" <td>18.18</td>\n",
" <td>0.000055</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>ZORA-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000013</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>ZORA</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>ZORAUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>ZORAUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>5</td>\n",
" <td>100000</td>\n",
" <td>ASTER</td>\n",
" <td>ZORA</td>\n",
" <td>USDT</td>\n",
" <td>5</td>\n",
" <td>100000</td>\n",
" <td>5.00</td>\n",
" <td>0.000065</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>WLFI-USD</td>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>1777438379597</td>\n",
" <td>-0.000013</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>WLFI</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>WLFIUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <td>WLFIUSDT</td>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>10</td>\n",
" <td>250000</td>\n",
" <td>ASTER</td>\n",
" <td>WLFI</td>\n",
" <td>USDT</td>\n",
" <td>25</td>\n",
" <td>104869</td>\n",
" <td>14.29</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <td>0.000186</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>ASTER-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000013</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>ASTER</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>ASTERUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>ASTERUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>25</td>\n",
" <td>400000</td>\n",
" <td>ASTER</td>\n",
" <td>ASTER</td>\n",
" <td>USDT</td>\n",
" <td>75</td>\n",
" <td>20000</td>\n",
" <td>37.50</td>\n",
" <td>0.000487</td>\n",
working aster triggers extend
2026-04-28 22:40:35 +00:00
" </tr>\n",
" <tr>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <th>17</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>ZEC-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>-0.000022</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>ZEC</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>ZECUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>ZECUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>10</td>\n",
" <td>250000</td>\n",
" <td>ASTER</td>\n",
" <td>ZEC</td>\n",
" <td>USDT</td>\n",
" <td>75</td>\n",
" <td>6250</td>\n",
" <td>17.65</td>\n",
" <td>0.000388</td>\n",
working aster triggers extend
2026-04-28 22:40:35 +00:00
" </tr>\n",
" <tr>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <th>18</th>\n",
" <td>4-USD</td>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>1777438379597</td>\n",
" <td>0.000013</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>4</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <td>4USDT</td>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>0 days 00:56:57.938774</td>\n",
" <td>4USDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>5</td>\n",
" <td>100000</td>\n",
" <td>ASTER</td>\n",
" <td>4</td>\n",
" <td>USDT</td>\n",
" <td>50</td>\n",
" <td>5000</td>\n",
" <td>9.09</td>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <td>0.000118</td>\n",
working aster triggers extend
2026-04-28 22:40:35 +00:00
" </tr>\n",
" <tr>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <th>19</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>LIT-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000013</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>LIT</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>LITUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>LITUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>25</td>\n",
" <td>400000</td>\n",
" <td>ASTER</td>\n",
" <td>LIT</td>\n",
" <td>USDT</td>\n",
" <td>50</td>\n",
" <td>2500</td>\n",
" <td>33.33</td>\n",
" <td>0.000433</td>\n",
working aster triggers extend
2026-04-28 22:40:35 +00:00
" </tr>\n",
" <tr>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <th>20</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>XMR-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000022</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>XMR</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>XMRUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>XMRUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>25</td>\n",
" <td>400000</td>\n",
" <td>ASTER</td>\n",
" <td>XMR</td>\n",
" <td>USDT</td>\n",
" <td>50</td>\n",
" <td>10000</td>\n",
" <td>33.33</td>\n",
" <td>0.000733</td>\n",
working aster triggers extend
2026-04-28 22:40:35 +00:00
" </tr>\n",
" <tr>\n",
refactor algo orchestrator and hedge ratio bug fix
2026-04-29 16:18:42 +00:00
" <th>21</th>\n",
added extend symbol change for ws
2026-04-30 04:32:49 +00:00
" <td>XPT-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>0.000168</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>XPT</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>XPTUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>XPTUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>5</td>\n",
" <td>1000000</td>\n",
" <td>ASTER</td>\n",
" <td>XPT</td>\n",
" <td>USDT</td>\n",
" <td>3</td>\n",
" <td>30000</td>\n",
" <td>3.75</td>\n",
" <td>0.000630</td>\n",
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" </tr>\n",
" <tr>\n",
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" <th>22</th>\n",
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" <td>CHIP-USD</td>\n",
" <td>1777438379597</td>\n",
" <td>-0.000388</td>\n",
" <td>2026-04-29 04:52:59.597</td>\n",
" <td>CHIP</td>\n",
" <td>ACTIVE</td>\n",
" <td>1.777496e+12</td>\n",
" <td>CHIPUSDT</td>\n",
" <td>0 days 00:56:57.938774</td>\n",
" <td>CHIPUSDT</td>\n",
" <td>...</td>\n",
" <td>USD</td>\n",
" <td>5</td>\n",
" <td>100000</td>\n",
" <td>ASTER</td>\n",
" <td>CHIP</td>\n",
" <td>USDT</td>\n",
" <td>50</td>\n",
" <td>5000</td>\n",
" <td>9.09</td>\n",
" <td>0.003527</td>\n",
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" </tr>\n",
" </tbody>\n",
"</table>\n",
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"<p>23 rows × 30 columns</p>\n",
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"</div>"
],
"text/plain": [
added extend symbol change for ws
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" symbol_ext funding_rate_updated_ts_ms_ext funding_rate_ext \\\n",
"0 BTC-USD 1777438379597 0.000013 \n",
"1 ETH-USD 1777438379597 0.000013 \n",
"2 SOL-USD 1777438379597 -0.000005 \n",
"3 DOGE-USD 1777438379597 0.000013 \n",
"4 BNB-USD 1777438379597 0.000013 \n",
"5 XRP-USD 1777438379597 0.000002 \n",
"6 SUI-USD 1777438379597 -0.000009 \n",
"7 HYPE-USD 1777438379597 0.000013 \n",
"8 ENA-USD 1777438379597 0.000013 \n",
"9 AAVE-USD 1777438379597 0.000006 \n",
"10 TRUMP-USD 1777438379597 -0.000001 \n",
"11 INIT-USD 1777438379597 0.000013 \n",
"12 XAU-USD 1777438379597 0.000023 \n",
"13 XAG-USD 1777438379597 0.000003 \n",
"14 ZORA-USD 1777438379597 0.000013 \n",
"15 WLFI-USD 1777438379597 -0.000013 \n",
"16 ASTER-USD 1777438379597 0.000013 \n",
"17 ZEC-USD 1777438379597 -0.000022 \n",
"18 4-USD 1777438379597 0.000013 \n",
"19 LIT-USD 1777438379597 0.000013 \n",
"20 XMR-USD 1777438379597 0.000022 \n",
"21 XPT-USD 1777438379597 0.000168 \n",
"22 CHIP-USD 1777438379597 -0.000388 \n",
"\n",
" funding_rate_updated_dt_ext assetName status next_funding_ts_ext \\\n",
"0 2026-04-29 04:52:59.597 BTC ACTIVE 1.777496e+12 \n",
"1 2026-04-29 04:52:59.597 ETH ACTIVE 1.777496e+12 \n",
"2 2026-04-29 04:52:59.597 SOL ACTIVE 1.777496e+12 \n",
"3 2026-04-29 04:52:59.597 DOGE ACTIVE 1.777496e+12 \n",
"4 2026-04-29 04:52:59.597 BNB ACTIVE 1.777496e+12 \n",
"5 2026-04-29 04:52:59.597 XRP ACTIVE 1.777496e+12 \n",
"6 2026-04-29 04:52:59.597 SUI ACTIVE 1.777496e+12 \n",
"7 2026-04-29 04:52:59.597 HYPE ACTIVE 1.777496e+12 \n",
"8 2026-04-29 04:52:59.597 ENA ACTIVE 1.777496e+12 \n",
"9 2026-04-29 04:52:59.597 AAVE ACTIVE 1.777496e+12 \n",
"10 2026-04-29 04:52:59.597 TRUMP ACTIVE 1.777496e+12 \n",
"11 2026-04-29 04:52:59.597 INIT ACTIVE 1.777496e+12 \n",
"12 2026-04-29 04:52:59.597 XAU ACTIVE 1.777496e+12 \n",
"13 2026-04-29 04:52:59.597 XAG ACTIVE 1.777496e+12 \n",
"14 2026-04-29 04:52:59.597 ZORA ACTIVE 1.777496e+12 \n",
"15 2026-04-29 04:52:59.597 WLFI ACTIVE 1.777496e+12 \n",
"16 2026-04-29 04:52:59.597 ASTER ACTIVE 1.777496e+12 \n",
"17 2026-04-29 04:52:59.597 ZEC ACTIVE 1.777496e+12 \n",
"18 2026-04-29 04:52:59.597 4 ACTIVE 1.777496e+12 \n",
"19 2026-04-29 04:52:59.597 LIT ACTIVE 1.777496e+12 \n",
"20 2026-04-29 04:52:59.597 XMR ACTIVE 1.777496e+12 \n",
"21 2026-04-29 04:52:59.597 XPT ACTIVE 1.777496e+12 \n",
"22 2026-04-29 04:52:59.597 CHIP ACTIVE 1.777496e+12 \n",
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"\n",
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" USDT_Symbol time_delta_to_next_funding_ext symbol_ast ... rh_asset_ext \\\n",
"0 BTCUSDT 0 days 00:56:57.938774 BTCUSDT ... USD \n",
"1 ETHUSDT 0 days 00:56:57.938774 ETHUSDT ... USD \n",
"2 SOLUSDT 0 days 00:56:57.938774 SOLUSDT ... USD \n",
"3 DOGEUSDT 0 days 00:56:57.938774 DOGEUSDT ... USD \n",
"4 BNBUSDT 0 days 00:56:57.938774 BNBUSDT ... USD \n",
"5 XRPUSDT 0 days 00:56:57.938774 XRPUSDT ... USD \n",
"6 SUIUSDT 0 days 00:56:57.938774 SUIUSDT ... USD \n",
"7 HYPEUSDT 0 days 00:56:57.938774 HYPEUSDT ... USD \n",
"8 ENAUSDT 0 days 00:56:57.938774 ENAUSDT ... USD \n",
"9 AAVEUSDT 0 days 00:56:57.938774 AAVEUSDT ... USD \n",
"10 TRUMPUSDT 0 days 00:56:57.938774 TRUMPUSDT ... USD \n",
"11 INITUSDT 0 days 00:56:57.938774 INITUSDT ... USD \n",
"12 XAUUSDT 0 days 00:56:57.938774 XAUUSDT ... USD \n",
"13 XAGUSDT 0 days 00:56:57.938774 XAGUSDT ... USD \n",
"14 ZORAUSDT 0 days 00:56:57.938774 ZORAUSDT ... USD \n",
"15 WLFIUSDT 0 days 00:56:57.938774 WLFIUSDT ... USD \n",
"16 ASTERUSDT 0 days 00:56:57.938774 ASTERUSDT ... USD \n",
"17 ZECUSDT 0 days 00:56:57.938774 ZECUSDT ... USD \n",
"18 4USDT 0 days 00:56:57.938774 4USDT ... USD \n",
"19 LITUSDT 0 days 00:56:57.938774 LITUSDT ... USD \n",
"20 XMRUSDT 0 days 00:56:57.938774 XMRUSDT ... USD \n",
"21 XPTUSDT 0 days 00:56:57.938774 XPTUSDT ... USD \n",
"22 CHIPUSDT 0 days 00:56:57.938774 CHIPUSDT ... USD \n",
"\n",
" max_leverage_ext max_notional_ext exchange_ast lh_asset_ast \\\n",
"0 50 4000000 ASTER BTC \n",
"1 50 4000000 ASTER ETH \n",
"2 50 1000000 ASTER SOL \n",
"3 50 500000 ASTER DOGE \n",
"4 50 500000 ASTER BNB \n",
"5 50 500000 ASTER XRP \n",
"6 50 500000 ASTER SUI \n",
"7 50 1000000 ASTER HYPE \n",
"8 50 500000 ASTER ENA \n",
"9 50 500000 ASTER AAVE \n",
"10 25 400000 ASTER TRUMP \n",
"11 5 100000 ASTER INIT \n",
"12 25 2000000 ASTER XAU \n",
"13 10 1000000 ASTER XAG \n",
"14 5 100000 ASTER ZORA \n",
"15 10 250000 ASTER WLFI \n",
"16 25 400000 ASTER ASTER \n",
"17 10 250000 ASTER ZEC \n",
"18 5 100000 ASTER 4 \n",
"19 25 400000 ASTER LIT \n",
"20 25 400000 ASTER XMR \n",
"21 5 1000000 ASTER XPT \n",
"22 5 100000 ASTER CHIP \n",
"\n",
" rh_asset_ast max_leverage_ast max_notional_ast net_mult \\\n",
"0 USDT 150 300000 75.00 \n",
"1 USDT 150 300000 75.00 \n",
"2 USDT 100 50000 66.67 \n",
"3 USDT 75 80000 60.00 \n",
"4 USDT 100 10000 66.67 \n",
"5 USDT 100 40000 66.67 \n",
"6 USDT 75 5416 60.00 \n",
"7 USDT 300 1000 85.71 \n",
"8 USDT 25 30473 33.33 \n",
"9 USDT 10 115290 16.67 \n",
"10 USDT 50 5567 33.33 \n",
"11 USDT 50 5000 9.09 \n",
"12 USDT 75 2500 37.50 \n",
"13 USDT 100 50000 18.18 \n",
"14 USDT 5 100000 5.00 \n",
"15 USDT 25 104869 14.29 \n",
"16 USDT 75 20000 37.50 \n",
"17 USDT 75 6250 17.65 \n",
"18 USDT 50 5000 9.09 \n",
"19 USDT 50 2500 33.33 \n",
"20 USDT 50 10000 33.33 \n",
"21 USDT 3 30000 3.75 \n",
"22 USDT 50 5000 9.09 \n",
"\n",
" net_mult_x_net_fr_abs \n",
"0 0.000975 \n",
"1 0.000975 \n",
"2 0.000333 \n",
"3 0.000780 \n",
"4 0.000867 \n",
"5 0.000133 \n",
"6 0.000540 \n",
"7 0.001114 \n",
"8 0.000433 \n",
"9 0.000100 \n",
"10 0.000033 \n",
"11 0.000118 \n",
"12 0.000862 \n",
"13 0.000055 \n",
"14 0.000065 \n",
"15 0.000186 \n",
"16 0.000487 \n",
"17 0.000388 \n",
"18 0.000118 \n",
"19 0.000433 \n",
"20 0.000733 \n",
"21 0.000630 \n",
"22 0.003527 \n",
"\n",
"[23 rows x 30 columns]"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_comb_current_fr"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "f5ade993",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'symbol_ast': 'CHIPUSDT', 'symbol_extended': 'CHIP-USD'}"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_best_fr_rate = df_comb_current_fr[['symbol_ext','symbol_ast','max_leverage_ext','max_leverage_ast','lh_asset_ext','lh_asset_ast','rh_asset_ext','rh_asset_ast','net_mult_x_net_fr_abs','net_funding_rate_abs','net_funding_rate','next_funding_at_same_time']].sort_values(by='net_mult_x_net_fr_abs', ascending=False).reset_index(drop=True)\n",
"df_best_fr_rate['hourly_dollars_per_1k'] = df_best_fr_rate['net_mult_x_net_fr_abs'] * 1000\n",
"df_best_fr_rate['hourly_dollars_per_1k'] = df_best_fr_rate['hourly_dollars_per_1k'].round(2)\n",
"\n",
"best_next_funding_pair = {'symbol_ast':df_best_fr_rate['symbol_ast'][0],'symbol_extended':df_best_fr_rate['symbol_ext'][0]}\n",
"best_next_funding_pair"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "6f893d09",
"metadata": {},
"outputs": [],
"source": [
"ASTER = structs.Perpetual_Exchange(\n",
" mult = int(df_best_fr_rate['max_leverage_ast'][0]),\n",
" lh_asset = df_best_fr_rate['lh_asset_ast'][0],\n",
" rh_asset = df_best_fr_rate['rh_asset_ast'][0],\n",
" symbol_asset_separator = '',\n",
")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'mult': 50,\n",
" 'lh_asset': 'CHIP',\n",
" 'rh_asset': 'USDT',\n",
" 'symbol_asset_separator': ''}"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"asdict(obj=ASTER)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "4e40e668",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 32,
"id": "1925a6e5",
"metadata": {},
"outputs": [],
"source": [
"config_update = {\n",
" # 'Config': {\n",
" # 'Loop_Sleep_Sec': 0.00,\n",
" # 'Min_Time_To_Funding_Minutes': 60,\n",
" # 'Min_Fund_Rate_Pct_To_Trade': 0.001,\n",
" # 'Price_Worsener_Extend': 0.0,\n",
" # 'Price_Worsener_Aster': 0.0,\n",
" # 'Switch_To_Taker_Seconds': 1,\n",
" # },\n",
" 'Logging': {\n",
" 'Log_Summary_Each_Loop': True,\n",
" # 'Print_Summary_Each_Loop': False,\n",
" },\n",
" 'Overrides': {\n",
" # 'Allow_Ordering_Aster': True,\n",
" # 'Allow_Ordering_Extend': True,\n",
" 'Allow_Symbol_Change': True,\n",
" # 'Flip_Side_For_Testing': False,\n",
" # 'Flatten_Open_Positions': False,\n",
" },\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
"with open(file='algo_config.json', mode='r', encoding='utf-8') as f: \n",
" Algo_Config: dict = json.load(fp=f)"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "1d52bea1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'Updated_Timestamp': 1777494015477,\n",
" 'Config': {'Loop_Sleep_Sec': 0.0,\n",
" 'Max_Order_Over_Notional_Ratio': 1.05,\n",
" 'Max_Target_Notional': 0.0,\n",
" 'Min_Time_To_Funding_Minutes': 60,\n",
" 'Min_Fund_Rate_Pct_To_Trade': 0.0,\n",
" 'Price_Worsener_Aster': 0.0,\n",
" 'Price_Worsener_Extend': -0.1,\n",
" 'Switch_To_Taker_Seconds': 1,\n",
" 'Target_Open_Cash_Position': 10},\n",
" 'Logging': {'Log_Summary_Each_Loop': False, 'Print_Summary_Each_Loop': False},\n",
" 'Overrides': {'Allow_Symbol_Change': False}}"
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]
},
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"execution_count": 34,
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"metadata": {},
"output_type": "execute_result"
}
],
"source": [
added extend symbol change for ws
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"Algo_Config"
working aster triggers extend
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]
},
{
"cell_type": "code",
"execution_count": null,
added extend symbol change for ws
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"id": "a54cf89f",
working aster triggers extend
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"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
added extend symbol change for ws
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"id": "04c38156",
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"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "125ee5ed",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "cdcda9a8",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "py_313",
"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": "3.13.13"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Reference in New Issue Copy Permalink